warning: commands will be executed using /bin/sh
job 2546 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	4
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 2716288 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 47669 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 47418 members 
Mstep: Class 5 contains 47606 members 
Mstep: Class 6 contains 47527 members 
Mstep: Class 7 contains 47686 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 9 contains 47378 members 
Mstep: Class 10 contains 47599 members 
Mstep: Class 11 contains 48113 members 
Mstep: Class 12 contains 47331 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 47832 members 
Mstep: Class 15 contains 47698 members 
Mstep: Class 16 contains 47931 members 
Mstep: Class 17 contains 47426 members 
Mstep: Class 18 contains 47331 members 
Mstep: Class 19 contains 47805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1915.809570 but Gain 3401.609375
Score: -123644800.000000 Penalty: 61228.957031
Iteration 0F: 19 clusters Score -1.236448e+08 nChanged 856472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2348 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 16424 members 
Mstep: Class 3 contains 14315 members 
Mstep: Class 4 contains 18043 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 7 contains 9188 members 
Mstep: Class 8 contains 20746 members 
Mstep: Class 9 contains 37983 members 
Mstep: Class 10 contains 18559 members 
Mstep: Class 11 contains 73696 members 
Mstep: Class 12 contains 457057 members 
Mstep: Class 13 contains 19119 members 
Mstep: Class 14 contains 29519 members 
Mstep: Class 15 contains 21484 members 
Mstep: Class 16 contains 16797 members 
Mstep: Class 17 contains 16478 members 
Mstep: Class 18 contains 15340 members 
Mstep: Class 19 contains 85055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126693392.000000 Penalty: 61228.957031
Iteration 1F: 19 clusters Score -1.266934e+08 nChanged 309055
Entering Unmasked Mstep 
Mstep: Class 0 contains 2269 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 18391 members 
Mstep: Class 3 contains 12232 members 
Mstep: Class 4 contains 26329 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 8664 members 
Mstep: Class 9 contains 21047 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 104739 members 
Mstep: Class 12 contains 450138 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 20868 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 122016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127517904.000000 Penalty: 61228.957031
Iteration 2F: 19 clusters Score -1.275179e+08 nChanged 186890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2005 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 26218 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 24102 members 
Mstep: Class 5 contains 17433 members 
Mstep: Class 7 contains 10251 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 23826 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 129836 members 
Mstep: Class 12 contains 392015 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 32488 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 29394 members 
Mstep: Class 18 contains 6097 members 
Mstep: Class 19 contains 156965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127945784.000000 Penalty: 61228.957031
Iteration 3F: 19 clusters Score -1.279458e+08 nChanged 143536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1261 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 35567 members 
Mstep: Class 3 contains 10969 members 
Mstep: Class 4 contains 20893 members 
Mstep: Class 5 contains 19440 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 29223 members 
Mstep: Class 10 contains 10713 members 
Mstep: Class 11 contains 153703 members 
Mstep: Class 12 contains 333911 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 29894 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 35682 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 183385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2776.081787 but Gain 3401.605469
Score: -128240744.000000 Penalty: 57827.351562
Iteration 4F: 18 clusters Score -1.282407e+08 nChanged 114514
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 42885 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 4 contains 19935 members 
Mstep: Class 5 contains 20099 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 35746 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 175247 members 
Mstep: Class 12 contains 278707 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 27505 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 39866 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 207233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128429656.000000 Penalty: 57827.351562
Iteration 5F: 18 clusters Score -1.284297e+08 nChanged 76898
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 47363 members 
Mstep: Class 3 contains 10291 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 19148 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 42418 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 175685 members 
Mstep: Class 12 contains 253999 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 25794 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 41901 members 
Mstep: Class 18 contains 2862 members 
Mstep: Class 19 contains 221830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128516904.000000 Penalty: 57827.351562
Iteration 6F: 18 clusters Score -1.285169e+08 nChanged 61911
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 50744 members 
Mstep: Class 3 contains 10380 members 
Mstep: Class 4 contains 18496 members 
Mstep: Class 5 contains 18024 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 49252 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 165323 members 
Mstep: Class 12 contains 247409 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 24673 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 42685 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 229915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128558568.000000 Penalty: 57827.351562
Iteration 7F: 18 clusters Score -1.285586e+08 nChanged 49149
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 53327 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 17540 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 55311 members 
Mstep: Class 10 contains 10220 members 
Mstep: Class 11 contains 155495 members 
Mstep: Class 12 contains 244539 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 24064 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 42925 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 234170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128585152.000000 Penalty: 57827.351562
Iteration 8F: 18 clusters Score -1.285852e+08 nChanged 39166
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 55320 members 
Mstep: Class 3 contains 10822 members 
Mstep: Class 4 contains 16482 members 
Mstep: Class 5 contains 17764 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 60300 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 148196 members 
Mstep: Class 12 contains 243437 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 23769 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 42771 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 19 contains 234505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128604856.000000 Penalty: 57827.351562
Iteration 9Q: 18 clusters Score -1.286049e+08 nChanged 31645
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 56832 members 
Mstep: Class 3 contains 11389 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 18350 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 64308 members 
Mstep: Class 10 contains 10138 members 
Mstep: Class 11 contains 143487 members 
Mstep: Class 12 contains 242484 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 23621 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 17 contains 42373 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 232503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128623984.000000 Penalty: 57827.351562
Iteration 10Q: 18 clusters Score -1.28624e+08 nChanged 26870
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 57817 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 14756 members 
Mstep: Class 5 contains 19103 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 67491 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 140532 members 
Mstep: Class 12 contains 241772 members 
Mstep: Class 14 contains 2740 members 
Mstep: Class 15 contains 23524 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 41911 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 229091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128641768.000000 Penalty: 57827.351562
Iteration 11Q: 18 clusters Score -1.286418e+08 nChanged 23399
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 58480 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 19779 members 
Mstep: Class 7 contains 4751 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 69980 members 
Mstep: Class 10 contains 9933 members 
Mstep: Class 11 contains 138702 members 
Mstep: Class 12 contains 240814 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 23451 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 41550 members 
Mstep: Class 18 contains 8092 members 
Mstep: Class 19 contains 225489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128657144.000000 Penalty: 57827.351562
Iteration 12Q: 18 clusters Score -1.286571e+08 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 58948 members 
Mstep: Class 3 contains 13879 members 
Mstep: Class 4 contains 13763 members 
Mstep: Class 5 contains 20468 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 71814 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 137634 members 
Mstep: Class 12 contains 239335 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 23395 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 41109 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 222366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128670616.000000 Penalty: 57827.351562
Iteration 13Q: 18 clusters Score -1.286706e+08 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 59264 members 
Mstep: Class 3 contains 14809 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 73302 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 137032 members 
Mstep: Class 12 contains 237818 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 23341 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 40620 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 219338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128682824.000000 Penalty: 57827.351562
Iteration 14Q: 18 clusters Score -1.286828e+08 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 59506 members 
Mstep: Class 3 contains 15786 members 
Mstep: Class 4 contains 13047 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 74389 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 136723 members 
Mstep: Class 12 contains 236372 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 23283 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 40142 members 
Mstep: Class 18 contains 12480 members 
Mstep: Class 19 contains 216448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128692664.000000 Penalty: 57827.351562
Iteration 15Q: 18 clusters Score -1.286927e+08 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 59702 members 
Mstep: Class 3 contains 16698 members 
Mstep: Class 4 contains 12746 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 75265 members 
Mstep: Class 10 contains 9433 members 
Mstep: Class 11 contains 136692 members 
Mstep: Class 12 contains 234791 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 23211 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 39691 members 
Mstep: Class 18 contains 13929 members 
Mstep: Class 19 contains 213710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128701320.000000 Penalty: 57827.351562
Iteration 16Q: 18 clusters Score -1.287013e+08 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 59889 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 23582 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 75823 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 136698 members 
Mstep: Class 12 contains 233266 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 23154 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 39250 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 211203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128709024.000000 Penalty: 57827.351562
Iteration 17Q: 18 clusters Score -1.28709e+08 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 59996 members 
Mstep: Class 3 contains 18401 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 24527 members 
Mstep: Class 7 contains 10009 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 76127 members 
Mstep: Class 10 contains 9126 members 
Mstep: Class 11 contains 136876 members 
Mstep: Class 12 contains 231730 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 23114 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 38753 members 
Mstep: Class 18 contains 16512 members 
Mstep: Class 19 contains 208807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128716280.000000 Penalty: 57827.351562
Iteration 18Q: 18 clusters Score -1.287163e+08 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 60097 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 25472 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 76339 members 
Mstep: Class 10 contains 8957 members 
Mstep: Class 11 contains 137134 members 
Mstep: Class 12 contains 230182 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 23053 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 38307 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 206526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128722592.000000 Penalty: 57827.351562
Iteration 19Q: 18 clusters Score -1.287226e+08 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 60193 members 
Mstep: Class 3 contains 19856 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 7 contains 12152 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 76338 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 137396 members 
Mstep: Class 12 contains 228886 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 23005 members 
Mstep: Class 16 contains 1899 members 
Mstep: Class 17 contains 37911 members 
Mstep: Class 18 contains 18694 members 
Mstep: Class 19 contains 204286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128737592.000000 Penalty: 57827.351562
Iteration 20F: 18 clusters Score -1.287376e+08 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 60288 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 11913 members 
Mstep: Class 5 contains 27371 members 
Mstep: Class 7 contains 13353 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 76372 members 
Mstep: Class 10 contains 8662 members 
Mstep: Class 11 contains 137728 members 
Mstep: Class 12 contains 227516 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 22840 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 37491 members 
Mstep: Class 18 contains 19900 members 
Mstep: Class 19 contains 200512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128757752.000000 Penalty: 57827.351562
Iteration 21Q: 18 clusters Score -1.287578e+08 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 60379 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 28204 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 75768 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 137363 members 
Mstep: Class 12 contains 224228 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 22729 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 37058 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 199881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128773256.000000 Penalty: 57827.351562
Iteration 22Q: 18 clusters Score -1.287733e+08 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 60519 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 28807 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 74676 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 135763 members 
Mstep: Class 12 contains 220641 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 22647 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 36569 members 
Mstep: Class 18 contains 21760 members 
Mstep: Class 19 contains 201835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128786616.000000 Penalty: 57827.351562
Iteration 23Q: 18 clusters Score -1.287866e+08 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 29313 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 8 contains 10282 members 
Mstep: Class 9 contains 73171 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 133302 members 
Mstep: Class 12 contains 217095 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 22604 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 36026 members 
Mstep: Class 18 contains 22518 members 
Mstep: Class 19 contains 205219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128798264.000000 Penalty: 57827.351562
Iteration 24Q: 18 clusters Score -1.287983e+08 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 60815 members 
Mstep: Class 3 contains 20933 members 
Mstep: Class 4 contains 12051 members 
Mstep: Class 5 contains 29646 members 
Mstep: Class 7 contains 18579 members 
Mstep: Class 8 contains 12265 members 
Mstep: Class 9 contains 71439 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 130357 members 
Mstep: Class 12 contains 213656 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 22538 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 35477 members 
Mstep: Class 18 contains 23112 members 
Mstep: Class 19 contains 209834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128809296.000000 Penalty: 57827.351562
Iteration 25Q: 18 clusters Score -1.288093e+08 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 60951 members 
Mstep: Class 3 contains 20766 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 7 contains 19880 members 
Mstep: Class 8 contains 14057 members 
Mstep: Class 9 contains 69535 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 126809 members 
Mstep: Class 12 contains 211010 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 22477 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 34942 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 214987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128817280.000000 Penalty: 57827.351562
Iteration 26Q: 18 clusters Score -1.288173e+08 nChanged 17645
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 61066 members 
Mstep: Class 3 contains 20532 members 
Mstep: Class 4 contains 12114 members 
Mstep: Class 5 contains 29953 members 
Mstep: Class 7 contains 21119 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 67651 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 123131 members 
Mstep: Class 12 contains 209111 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 22410 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 34432 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 219910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128822344.000000 Penalty: 57827.351562
Iteration 27Q: 18 clusters Score -1.288223e+08 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 61138 members 
Mstep: Class 3 contains 20247 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 29975 members 
Mstep: Class 7 contains 22466 members 
Mstep: Class 8 contains 17266 members 
Mstep: Class 9 contains 65860 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 119605 members 
Mstep: Class 12 contains 208174 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 22355 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 33870 members 
Mstep: Class 18 contains 24600 members 
Mstep: Class 19 contains 223897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128825608.000000 Penalty: 57827.351562
Iteration 28Q: 18 clusters Score -1.288256e+08 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 61283 members 
Mstep: Class 3 contains 19995 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 30008 members 
Mstep: Class 7 contains 23752 members 
Mstep: Class 8 contains 18545 members 
Mstep: Class 9 contains 64287 members 
Mstep: Class 10 contains 6834 members 
Mstep: Class 11 contains 116849 members 
Mstep: Class 12 contains 207816 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 33328 members 
Mstep: Class 18 contains 25156 members 
Mstep: Class 19 contains 226508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128828136.000000 Penalty: 57827.351562
Iteration 29Q: 18 clusters Score -1.288281e+08 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 61478 members 
Mstep: Class 3 contains 19764 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 30083 members 
Mstep: Class 7 contains 25019 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 62916 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 114860 members 
Mstep: Class 12 contains 207917 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 22253 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 32790 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 227784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128830568.000000 Penalty: 57827.351562
Iteration 30Q: 18 clusters Score -1.288306e+08 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 61679 members 
Mstep: Class 3 contains 19534 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 30133 members 
Mstep: Class 7 contains 26290 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 61762 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 113609 members 
Mstep: Class 12 contains 208303 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 22221 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 32278 members 
Mstep: Class 18 contains 26321 members 
Mstep: Class 19 contains 228081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128831368.000000 Penalty: 57827.351562
Iteration 31Q: 18 clusters Score -1.288314e+08 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 61928 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 30182 members 
Mstep: Class 7 contains 27442 members 
Mstep: Class 8 contains 21390 members 
Mstep: Class 9 contains 60761 members 
Mstep: Class 10 contains 5941 members 
Mstep: Class 11 contains 113027 members 
Mstep: Class 12 contains 208885 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 22189 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 31816 members 
Mstep: Class 18 contains 26872 members 
Mstep: Class 19 contains 227554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128832776.000000 Penalty: 57827.351562
Iteration 32Q: 18 clusters Score -1.288328e+08 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 62197 members 
Mstep: Class 3 contains 19065 members 
Mstep: Class 4 contains 11743 members 
Mstep: Class 5 contains 30256 members 
Mstep: Class 7 contains 28493 members 
Mstep: Class 8 contains 21971 members 
Mstep: Class 9 contains 59815 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 112752 members 
Mstep: Class 12 contains 209324 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 22164 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 31407 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 226895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128834408.000000 Penalty: 57827.351562
Iteration 33Q: 18 clusters Score -1.288344e+08 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 62458 members 
Mstep: Class 3 contains 18846 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 30337 members 
Mstep: Class 7 contains 29397 members 
Mstep: Class 8 contains 22419 members 
Mstep: Class 9 contains 58950 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 112620 members 
Mstep: Class 12 contains 209794 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 31052 members 
Mstep: Class 18 contains 27947 members 
Mstep: Class 19 contains 226125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128836064.000000 Penalty: 57827.351562
Iteration 34Q: 18 clusters Score -1.288361e+08 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 62694 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 11565 members 
Mstep: Class 5 contains 30406 members 
Mstep: Class 7 contains 30194 members 
Mstep: Class 8 contains 22733 members 
Mstep: Class 9 contains 58174 members 
Mstep: Class 10 contains 5703 members 
Mstep: Class 11 contains 112593 members 
Mstep: Class 12 contains 210125 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 22084 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 30752 members 
Mstep: Class 18 contains 28450 members 
Mstep: Class 19 contains 225460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128837248.000000 Penalty: 57827.351562
Iteration 35Q: 18 clusters Score -1.288372e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 62889 members 
Mstep: Class 3 contains 18410 members 
Mstep: Class 4 contains 11502 members 
Mstep: Class 5 contains 30456 members 
Mstep: Class 7 contains 30914 members 
Mstep: Class 8 contains 22977 members 
Mstep: Class 9 contains 57387 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 112594 members 
Mstep: Class 12 contains 210298 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 30483 members 
Mstep: Class 18 contains 28981 members 
Mstep: Class 19 contains 224989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128837912.000000 Penalty: 57827.351562
Iteration 36Q: 18 clusters Score -1.288379e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 63057 members 
Mstep: Class 3 contains 18228 members 
Mstep: Class 4 contains 11438 members 
Mstep: Class 5 contains 30493 members 
Mstep: Class 7 contains 31574 members 
Mstep: Class 8 contains 23146 members 
Mstep: Class 9 contains 56647 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 112563 members 
Mstep: Class 12 contains 210512 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22069 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 30262 members 
Mstep: Class 18 contains 29568 members 
Mstep: Class 19 contains 224533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128838744.000000 Penalty: 57827.351562
Iteration 37Q: 18 clusters Score -1.288387e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 63206 members 
Mstep: Class 3 contains 18074 members 
Mstep: Class 4 contains 11396 members 
Mstep: Class 5 contains 30531 members 
Mstep: Class 7 contains 32120 members 
Mstep: Class 8 contains 23282 members 
Mstep: Class 9 contains 55932 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 112533 members 
Mstep: Class 12 contains 210665 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22077 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 30085 members 
Mstep: Class 18 contains 30169 members 
Mstep: Class 19 contains 224137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128839504.000000 Penalty: 57827.351562
Iteration 38Q: 18 clusters Score -1.288395e+08 nChanged 4235
Entering ConstructFrom: 
Score: -128839504.000000 Penalty: 57827.351562
Entering ConstructFrom: 
Trying to split cluster 1 (30936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Entering Unmasked Estep 
Score: -4370767.500000 Penalty: 2564.239746
	Iteration 0F: 2 clusters Score -4370768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4349571.000000 Penalty: 5128.479492
	Iteration 0F: 3 clusters Score -4349571 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4357207.500000 Penalty: 5128.479492
	Iteration 1F: 3 clusters Score -4357208 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4357796.000000 Penalty: 5128.479492
	Iteration 2F: 3 clusters Score -4357796 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4358358.000000 Penalty: 5128.479492
	Iteration 3Q: 3 clusters Score -4358358 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4359067.500000 Penalty: 5128.479492
	Iteration 4Q: 3 clusters Score -4359068 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4359953.000000 Penalty: 5128.479492
	Iteration 5F: 3 clusters Score -4359953 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4361177.000000 Penalty: 5128.479492
	Iteration 6F: 3 clusters Score -4361177 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4362394.500000 Penalty: 5128.479492
	Iteration 7F: 3 clusters Score -4362394 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4363532.500000 Penalty: 5128.479492
	Iteration 8F: 3 clusters Score -4363532 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4364630.500000 Penalty: 5128.479492
	Iteration 9F: 3 clusters Score -4364630 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4365721.000000 Penalty: 5128.479492
	Iteration 10Q: 3 clusters Score -4365721 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4366952.000000 Penalty: 5128.479492
	Iteration 11Q: 3 clusters Score -4366952 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4368189.000000 Penalty: 5128.479492
	Iteration 12Q: 3 clusters Score -4368189 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -4369149.500000 Penalty: 5128.479492
	Iteration 13Q: 3 clusters Score -4369150 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4369585.500000 Penalty: 5128.479492
	Iteration 14Q: 3 clusters Score -4369586 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4369841.000000 Penalty: 5128.479492
	Iteration 15Q: 3 clusters Score -4369841 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4369981.000000 Penalty: 5128.479492
	Iteration 16Q: 3 clusters Score -4369981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4370067.500000 Penalty: 5128.479492
	Iteration 17Q: 3 clusters Score -4370068 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4370136.000000 Penalty: 5128.479492
	Iteration 18Q: 3 clusters Score -4370136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4370201.000000 Penalty: 5128.479492
	Iteration 19Q: 3 clusters Score -4370201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4370255.500000 Penalty: 5128.479492
	Iteration 20F: 3 clusters Score -4370256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4370288.000000 Penalty: 5128.479492
	Iteration 21Q: 3 clusters Score -4370288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4370311.000000 Penalty: 5128.479492
	Iteration 22Q: 3 clusters Score -4370311 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4370353.000000 Penalty: 5128.479492
	Iteration 23Q: 3 clusters Score -4370353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4370371.500000 Penalty: 5128.479492
	Iteration 24Q: 3 clusters Score -4370372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4370392.000000 Penalty: 5128.479492
	Iteration 25Q: 3 clusters Score -4370392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4370409.000000 Penalty: 5128.479492
	Iteration 26Q: 3 clusters Score -4370409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4370439.000000 Penalty: 5128.479492
	Iteration 27Q: 3 clusters Score -4370439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4370461.000000 Penalty: 5128.479492
	Iteration 28Q: 3 clusters Score -4370461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4370482.500000 Penalty: 5128.479492
	Iteration 29Q: 3 clusters Score -4370482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4370486.000000 Penalty: 5128.479492
	Iteration 30Q: 3 clusters Score -4370486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4370506.000000 Penalty: 5128.479492
	Iteration 31Q: 3 clusters Score -4370506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4370526.500000 Penalty: 5128.479492
	Iteration 32Q: 3 clusters Score -4370526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4370534.000000 Penalty: 5128.479492
	Iteration 33Q: 3 clusters Score -4370534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4370544.000000 Penalty: 5128.479492
	Iteration 34Q: 3 clusters Score -4370544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4370552.000000 Penalty: 5128.479492
	Iteration 35Q: 3 clusters Score -4370552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4370547.500000 Penalty: 5128.479492
	Iteration 36Q: 3 clusters Score -4370548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4370553.000000 Penalty: 5128.479492
	Iteration 37Q: 3 clusters Score -4370553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4370558.500000 Penalty: 5128.479492
	Iteration 38Q: 3 clusters Score -4370558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4370566.000000 Penalty: 5128.479492
	Iteration 39Q: 3 clusters Score -4370566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4370569.000000 Penalty: 5128.479492
	Iteration 40F: 3 clusters Score -4370569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4370575.000000 Penalty: 5128.479492
	Iteration 41Q: 3 clusters Score -4370575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4370575.500000 Penalty: 5128.479492
	Iteration 42Q: 3 clusters Score -4370576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4370580.500000 Penalty: 5128.479492
	Iteration 43Q: 3 clusters Score -4370580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4370583.500000 Penalty: 5128.479492
	Iteration 44Q: 3 clusters Score -4370584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4370585.000000 Penalty: 5128.479492
	Iteration 45Q: 3 clusters Score -4370585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4370592.000000 Penalty: 5128.479492
	Iteration 46Q: 3 clusters Score -4370592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4370592.000000 Penalty: 5128.479492
	Iteration 47Q: 3 clusters Score -4370592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4370601.000000 Penalty: 5128.479492
	Iteration 48Q: 3 clusters Score -4370601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4370601.000000 Penalty: 5128.479492
	Iteration 49Q: 3 clusters Score -4370601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4370603.500000 Penalty: 5128.479492
	Iteration 50Q: 3 clusters Score -4370604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4370606.000000 Penalty: 5128.479492
	Iteration 51Q: 3 clusters Score -4370606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4370610.500000 Penalty: 5128.479492
	Iteration 52Q: 3 clusters Score -4370610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4370609.500000 Penalty: 5128.479492
	Iteration 53Q: 3 clusters Score -4370610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4370617.500000 Penalty: 5128.479492
	Iteration 54Q: 3 clusters Score -4370618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -4370626.000000 Penalty: 5128.479492
	Iteration 55Q: 3 clusters Score -4370626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4370627.500000 Penalty: 5128.479492
	Iteration 56Q: 3 clusters Score -4370628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4370626.000000 Penalty: 5128.479492
	Iteration 57Q: 3 clusters Score -4370626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4370624.000000 Penalty: 5128.479492
	Iteration 58Q: 3 clusters Score -4370624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4370627.000000 Penalty: 5128.479492
	Iteration 59Q: 3 clusters Score -4370627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4370625.000000 Penalty: 5128.479492
	Iteration 60F: 3 clusters Score -4370625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4370630.500000 Penalty: 5128.479492
	Iteration 61Q: 3 clusters Score -4370630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4370633.000000 Penalty: 5128.479492
	Iteration 62Q: 3 clusters Score -4370633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4370638.500000 Penalty: 5128.479492
	Iteration 63Q: 3 clusters Score -4370638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4370640.500000 Penalty: 5128.479492
	Iteration 64Q: 3 clusters Score -4370640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4370641.500000 Penalty: 5128.479492
	Iteration 65Q: 3 clusters Score -4370642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4370643.500000 Penalty: 5128.479492
	Iteration 66Q: 3 clusters Score -4370644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4370639.500000 Penalty: 5128.479492
	Iteration 67Q: 3 clusters Score -4370640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4370646.500000 Penalty: 5128.479492
	Iteration 68Q: 3 clusters Score -4370646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4370642.500000 Penalty: 5128.479492
	Iteration 69Q: 3 clusters Score -4370642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4370645.500000 Penalty: 5128.479492
	Iteration 70Q: 3 clusters Score -4370646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4370645.500000 Penalty: 5128.479492
	Iteration 71Q: 3 clusters Score -4370646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4370647.000000 Penalty: 5128.479492
	Iteration 72Q: 3 clusters Score -4370647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4370647.000000 Penalty: 5128.479492
	Iteration 73F: 3 clusters Score -4370647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Entering Unmasked Estep 
Score: -9051324.000000 Penalty: 2741.908447
	Iteration 0F: 2 clusters Score -9051324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -9008648.000000 Penalty: 5483.816895
	Iteration 0F: 3 clusters Score -9008648 nChanged 29772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -9025238.000000 Penalty: 5483.816895
	Iteration 1F: 3 clusters Score -9025238 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -9026054.000000 Penalty: 5483.816895
	Iteration 2Q: 3 clusters Score -9026054 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -9027105.000000 Penalty: 5483.816895
	Iteration 3Q: 3 clusters Score -9027105 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -9028722.000000 Penalty: 5483.816895
	Iteration 4F: 3 clusters Score -9028722 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -9030753.000000 Penalty: 5483.816895
	Iteration 5F: 3 clusters Score -9030753 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -9032915.000000 Penalty: 5483.816895
	Iteration 6F: 3 clusters Score -9032915 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -9034866.000000 Penalty: 5483.816895
	Iteration 7F: 3 clusters Score -9034866 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -9036503.000000 Penalty: 5483.816895
	Iteration 8F: 3 clusters Score -9036503 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -9037974.000000 Penalty: 5483.816895
	Iteration 9Q: 3 clusters Score -9037974 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -9039360.000000 Penalty: 5483.816895
	Iteration 10Q: 3 clusters Score -9039360 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -9040865.000000 Penalty: 5483.816895
	Iteration 11Q: 3 clusters Score -9040865 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -9043463.000000 Penalty: 5483.816895
	Iteration 12Q: 3 clusters Score -9043463 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -9048268.000000 Penalty: 5483.816895
	Iteration 13F: 3 clusters Score -9048268 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9054531.000000 Penalty: 5483.816895
	Iteration 14F: 3 clusters Score -9054531 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -9058439.000000 Penalty: 5483.816895
	Iteration 15F: 3 clusters Score -9058439 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -9059851.000000 Penalty: 5483.816895
	Iteration 16Q: 3 clusters Score -9059851 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9060450.000000 Penalty: 5483.816895
	Iteration 17Q: 3 clusters Score -9060450 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -9060906.000000 Penalty: 5483.816895
	Iteration 18Q: 3 clusters Score -9060906 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -9061231.000000 Penalty: 5483.816895
	Iteration 19Q: 3 clusters Score -9061231 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -9061508.000000 Penalty: 5483.816895
	Iteration 20F: 3 clusters Score -9061508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -9061660.000000 Penalty: 5483.816895
	Iteration 21Q: 3 clusters Score -9061660 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -9061809.000000 Penalty: 5483.816895
	Iteration 22Q: 3 clusters Score -9061809 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -9061998.000000 Penalty: 5483.816895
	Iteration 23Q: 3 clusters Score -9061998 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -9062118.000000 Penalty: 5483.816895
	Iteration 24Q: 3 clusters Score -9062118 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -9062191.000000 Penalty: 5483.816895
	Iteration 25Q: 3 clusters Score -9062191 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -9062291.000000 Penalty: 5483.816895
	Iteration 26Q: 3 clusters Score -9062291 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -9062308.000000 Penalty: 5483.816895
	Iteration 27Q: 3 clusters Score -9062308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9062321.000000 Penalty: 5483.816895
	Iteration 28Q: 3 clusters Score -9062321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9062328.000000 Penalty: 5483.816895
	Iteration 29Q: 3 clusters Score -9062328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -9062354.000000 Penalty: 5483.816895
	Iteration 30Q: 3 clusters Score -9062354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9062340.000000 Penalty: 5483.816895
	Iteration 31Q: 3 clusters Score -9062340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -9062359.000000 Penalty: 5483.816895
	Iteration 32Q: 3 clusters Score -9062359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -9062377.000000 Penalty: 5483.816895
	Iteration 33Q: 3 clusters Score -9062377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -9062376.000000 Penalty: 5483.816895
	Iteration 34Q: 3 clusters Score -9062376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -9062365.000000 Penalty: 5483.816895
	Iteration 35Q: 3 clusters Score -9062365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9062364.000000 Penalty: 5483.816895
	Iteration 36Q: 3 clusters Score -9062364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9062365.000000 Penalty: 5483.816895
	Iteration 37Q: 3 clusters Score -9062365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9062366.000000 Penalty: 5483.816895
	Iteration 38Q: 3 clusters Score -9062366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -9062354.000000 Penalty: 5483.816895
	Iteration 39Q: 3 clusters Score -9062354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -9062365.000000 Penalty: 5483.816895
	Iteration 40F: 3 clusters Score -9062365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -9062366.000000 Penalty: 5483.816895
	Iteration 41Q: 3 clusters Score -9062366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -9062383.000000 Penalty: 5483.816895
	Iteration 42Q: 3 clusters Score -9062383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9062372.000000 Penalty: 5483.816895
	Iteration 43Q: 3 clusters Score -9062372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -9062370.000000 Penalty: 5483.816895
	Iteration 44Q: 3 clusters Score -9062370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -9062371.000000 Penalty: 5483.816895
	Iteration 45Q: 3 clusters Score -9062371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -9062357.000000 Penalty: 5483.816895
	Iteration 46Q: 3 clusters Score -9062357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -9062361.000000 Penalty: 5483.816895
	Iteration 47Q: 3 clusters Score -9062361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -9062362.000000 Penalty: 5483.816895
	Iteration 48Q: 3 clusters Score -9062362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -9062366.000000 Penalty: 5483.816895
	Iteration 49Q: 3 clusters Score -9062366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -9062372.000000 Penalty: 5483.816895
	Iteration 50Q: 3 clusters Score -9062372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -9062381.000000 Penalty: 5483.816895
	Iteration 51Q: 3 clusters Score -9062381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -9062375.000000 Penalty: 5483.816895
	Iteration 52Q: 3 clusters Score -9062375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -9062381.000000 Penalty: 5483.816895
	Iteration 53Q: 3 clusters Score -9062381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9062371.000000 Penalty: 5483.816895
	Iteration 54Q: 3 clusters Score -9062371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -9062376.000000 Penalty: 5483.816895
	Iteration 55Q: 3 clusters Score -9062376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -9062377.000000 Penalty: 5483.816895
	Iteration 56Q: 3 clusters Score -9062377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9062377.000000 Penalty: 5483.816895
	Iteration 57Q: 3 clusters Score -9062377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -9062372.000000 Penalty: 5483.816895
	Iteration 58Q: 3 clusters Score -9062372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -9062372.000000 Penalty: 5483.816895
	Iteration 59F: 3 clusters Score -9062372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 17931 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 210845 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Entering Unmasked Estep 
Score: -128849808.000000 Penalty: 61228.957031
Splitting cluster 2 changes total score from -128839504.000000 to -128849808.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (17931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Entering Unmasked Estep 
Score: -2518066.750000 Penalty: 2428.983154
	Iteration 0F: 2 clusters Score -2518067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2505359.000000 Penalty: 4857.966309
	Iteration 0F: 3 clusters Score -2505359 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2511010.750000 Penalty: 4857.966309
	Iteration 1F: 3 clusters Score -2511011 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2513828.250000 Penalty: 4857.966309
	Iteration 2F: 3 clusters Score -2513828 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2516512.000000 Penalty: 4857.966309
	Iteration 3F: 3 clusters Score -2516512 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2518263.250000 Penalty: 4857.966309
	Iteration 4F: 3 clusters Score -2518263 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2519148.500000 Penalty: 4857.966309
	Iteration 5F: 3 clusters Score -2519148 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2519618.500000 Penalty: 4857.966309
	Iteration 6Q: 3 clusters Score -2519618 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2519903.250000 Penalty: 4857.966309
	Iteration 7Q: 3 clusters Score -2519903 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2520156.250000 Penalty: 4857.966309
	Iteration 8Q: 3 clusters Score -2520156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2520395.750000 Penalty: 4857.966309
	Iteration 9Q: 3 clusters Score -2520396 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2520610.000000 Penalty: 4857.966309
	Iteration 10Q: 3 clusters Score -2520610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2520816.250000 Penalty: 4857.966309
	Iteration 11Q: 3 clusters Score -2520816 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2521015.000000 Penalty: 4857.966309
	Iteration 12Q: 3 clusters Score -2521015 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2521189.250000 Penalty: 4857.966309
	Iteration 13Q: 3 clusters Score -2521189 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2521358.250000 Penalty: 4857.966309
	Iteration 14Q: 3 clusters Score -2521358 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2521517.250000 Penalty: 4857.966309
	Iteration 15Q: 3 clusters Score -2521517 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2521681.500000 Penalty: 4857.966309
	Iteration 16Q: 3 clusters Score -2521682 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2521845.750000 Penalty: 4857.966309
	Iteration 17Q: 3 clusters Score -2521846 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2522046.500000 Penalty: 4857.966309
	Iteration 18Q: 3 clusters Score -2522046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2522349.500000 Penalty: 4857.966309
	Iteration 19Q: 3 clusters Score -2522350 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2522795.500000 Penalty: 4857.966309
	Iteration 20F: 3 clusters Score -2522796 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2523058.500000 Penalty: 4857.966309
	Iteration 21Q: 3 clusters Score -2523058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2523132.750000 Penalty: 4857.966309
	Iteration 22Q: 3 clusters Score -2523133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2523154.250000 Penalty: 4857.966309
	Iteration 23Q: 3 clusters Score -2523154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2523158.000000 Penalty: 4857.966309
	Iteration 24Q: 3 clusters Score -2523158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2523168.500000 Penalty: 4857.966309
	Iteration 25Q: 3 clusters Score -2523168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2523183.750000 Penalty: 4857.966309
	Iteration 26Q: 3 clusters Score -2523184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2523182.250000 Penalty: 4857.966309
	Iteration 27Q: 3 clusters Score -2523182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2523197.750000 Penalty: 4857.966309
	Iteration 28Q: 3 clusters Score -2523198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2523203.500000 Penalty: 4857.966309
	Iteration 29Q: 3 clusters Score -2523204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2523209.750000 Penalty: 4857.966309
	Iteration 30Q: 3 clusters Score -2523210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2523209.250000 Penalty: 4857.966309
	Iteration 31Q: 3 clusters Score -2523209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2523216.750000 Penalty: 4857.966309
	Iteration 32Q: 3 clusters Score -2523217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2523213.000000 Penalty: 4857.966309
	Iteration 33Q: 3 clusters Score -2523213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2523217.750000 Penalty: 4857.966309
	Iteration 34Q: 3 clusters Score -2523218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2523218.000000 Penalty: 4857.966309
	Iteration 35Q: 3 clusters Score -2523218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2523220.000000 Penalty: 4857.966309
	Iteration 36Q: 3 clusters Score -2523220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2523221.000000 Penalty: 4857.966309
	Iteration 37Q: 3 clusters Score -2523221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2523215.000000 Penalty: 4857.966309
	Iteration 38Q: 3 clusters Score -2523215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2523217.000000 Penalty: 4857.966309
	Iteration 39Q: 3 clusters Score -2523217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2523218.000000 Penalty: 4857.966309
	Iteration 40F: 3 clusters Score -2523218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2523218.500000 Penalty: 4857.966309
	Iteration 41Q: 3 clusters Score -2523218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2523218.500000 Penalty: 4857.966309
	Iteration 42F: 3 clusters Score -2523218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 210845 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Entering Unmasked Estep 
Score: -128854096.000000 Penalty: 64630.566406
Splitting cluster 3 changes total score from -128839504.000000 to -128854096.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1529749.500000 Penalty: 2315.962158
	Iteration 0F: 2 clusters Score -1529750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1521206.750000 Penalty: 4631.924316
	Iteration 0F: 3 clusters Score -1521207 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1524308.500000 Penalty: 4631.924316
	Iteration 1F: 3 clusters Score -1524308 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1525378.000000 Penalty: 4631.924316
	Iteration 2F: 3 clusters Score -1525378 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1526289.375000 Penalty: 4631.924316
	Iteration 3F: 3 clusters Score -1526289 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1527070.000000 Penalty: 4631.924316
	Iteration 4F: 3 clusters Score -1527070 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1528167.375000 Penalty: 4631.924316
	Iteration 5F: 3 clusters Score -1528167 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1529454.250000 Penalty: 4631.924316
	Iteration 6F: 3 clusters Score -1529454 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1530333.875000 Penalty: 4631.924316
	Iteration 7F: 3 clusters Score -1530334 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1530855.125000 Penalty: 4631.924316
	Iteration 8Q: 3 clusters Score -1530855 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1531140.625000 Penalty: 4631.924316
	Iteration 9Q: 3 clusters Score -1531141 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1531277.500000 Penalty: 4631.924316
	Iteration 10Q: 3 clusters Score -1531278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1531352.000000 Penalty: 4631.924316
	Iteration 11Q: 3 clusters Score -1531352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1531403.500000 Penalty: 4631.924316
	Iteration 12Q: 3 clusters Score -1531404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1531440.250000 Penalty: 4631.924316
	Iteration 13Q: 3 clusters Score -1531440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1531455.000000 Penalty: 4631.924316
	Iteration 14Q: 3 clusters Score -1531455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1531467.875000 Penalty: 4631.924316
	Iteration 15Q: 3 clusters Score -1531468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1531476.375000 Penalty: 4631.924316
	Iteration 16Q: 3 clusters Score -1531476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1531479.750000 Penalty: 4631.924316
	Iteration 17Q: 3 clusters Score -1531480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1531487.500000 Penalty: 4631.924316
	Iteration 18Q: 3 clusters Score -1531488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1531486.750000 Penalty: 4631.924316
	Iteration 19Q: 3 clusters Score -1531487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1531492.500000 Penalty: 4631.924316
	Iteration 20F: 3 clusters Score -1531492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1531496.375000 Penalty: 4631.924316
	Iteration 21Q: 3 clusters Score -1531496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1531497.875000 Penalty: 4631.924316
	Iteration 22Q: 3 clusters Score -1531498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1531500.500000 Penalty: 4631.924316
	Iteration 23Q: 3 clusters Score -1531500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1531502.250000 Penalty: 4631.924316
	Iteration 24Q: 3 clusters Score -1531502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1531499.625000 Penalty: 4631.924316
	Iteration 25Q: 3 clusters Score -1531500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1531503.375000 Penalty: 4631.924316
	Iteration 26Q: 3 clusters Score -1531503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1531501.000000 Penalty: 4631.924316
	Iteration 27Q: 3 clusters Score -1531501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1531502.875000 Penalty: 4631.924316
	Iteration 28Q: 3 clusters Score -1531503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1531502.875000 Penalty: 4631.924316
	Iteration 29F: 3 clusters Score -1531503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 210845 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Mstep: Class 20 contains 1694 members 
Entering Unmasked Estep 
Score: -128854648.000000 Penalty: 68032.179688
Splitting cluster 4 changes total score from -128839504.000000 to -128854648.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (30542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Entering Unmasked Estep 
Score: -4519787.000000 Penalty: 2561.061035
	Iteration 0F: 2 clusters Score -4519787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -4498849.500000 Penalty: 5122.122070
	Iteration 0F: 3 clusters Score -4498850 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4506395.000000 Penalty: 5122.122070
	Iteration 1F: 3 clusters Score -4506395 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -4506870.000000 Penalty: 5122.122070
	Iteration 2Q: 3 clusters Score -4506870 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4507373.500000 Penalty: 5122.122070
	Iteration 3Q: 3 clusters Score -4507374 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4508021.500000 Penalty: 5122.122070
	Iteration 4Q: 3 clusters Score -4508022 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4508937.500000 Penalty: 5122.122070
	Iteration 5F: 3 clusters Score -4508938 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4510321.500000 Penalty: 5122.122070
	Iteration 6F: 3 clusters Score -4510322 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4512283.000000 Penalty: 5122.122070
	Iteration 7F: 3 clusters Score -4512283 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4514392.000000 Penalty: 5122.122070
	Iteration 8F: 3 clusters Score -4514392 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4516048.000000 Penalty: 5122.122070
	Iteration 9F: 3 clusters Score -4516048 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4516891.000000 Penalty: 5122.122070
	Iteration 10Q: 3 clusters Score -4516891 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4517229.000000 Penalty: 5122.122070
	Iteration 11Q: 3 clusters Score -4517229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4517356.500000 Penalty: 5122.122070
	Iteration 12Q: 3 clusters Score -4517356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4517426.500000 Penalty: 5122.122070
	Iteration 13Q: 3 clusters Score -4517426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -4517472.000000 Penalty: 5122.122070
	Iteration 14Q: 3 clusters Score -4517472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4517507.000000 Penalty: 5122.122070
	Iteration 15Q: 3 clusters Score -4517507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4517531.500000 Penalty: 5122.122070
	Iteration 16Q: 3 clusters Score -4517532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4517551.500000 Penalty: 5122.122070
	Iteration 17Q: 3 clusters Score -4517552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4517556.500000 Penalty: 5122.122070
	Iteration 18Q: 3 clusters Score -4517556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4517567.000000 Penalty: 5122.122070
	Iteration 19Q: 3 clusters Score -4517567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4517574.000000 Penalty: 5122.122070
	Iteration 20F: 3 clusters Score -4517574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4517571.500000 Penalty: 5122.122070
	Iteration 21Q: 3 clusters Score -4517572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4517576.500000 Penalty: 5122.122070
	Iteration 22Q: 3 clusters Score -4517576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4517579.000000 Penalty: 5122.122070
	Iteration 23Q: 3 clusters Score -4517579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4517584.000000 Penalty: 5122.122070
	Iteration 24Q: 3 clusters Score -4517584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4517584.000000 Penalty: 5122.122070
	Iteration 25F: 3 clusters Score -4517584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Entering Unmasked Estep 
Score: -4514022.000000 Penalty: 2577.590088
	Iteration 0F: 2 clusters Score -4514022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4491759.000000 Penalty: 5155.180176
	Iteration 0F: 3 clusters Score -4491759 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4500067.500000 Penalty: 5155.180176
	Iteration 1F: 3 clusters Score -4500068 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4500770.500000 Penalty: 5155.180176
	Iteration 2F: 3 clusters Score -4500770 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4501413.500000 Penalty: 5155.180176
	Iteration 3Q: 3 clusters Score -4501414 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4502043.500000 Penalty: 5155.180176
	Iteration 4Q: 3 clusters Score -4502044 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4502741.000000 Penalty: 5155.180176
	Iteration 5Q: 3 clusters Score -4502741 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4503475.500000 Penalty: 5155.180176
	Iteration 6Q: 3 clusters Score -4503476 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4504164.500000 Penalty: 5155.180176
	Iteration 7Q: 3 clusters Score -4504164 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4504764.000000 Penalty: 5155.180176
	Iteration 8Q: 3 clusters Score -4504764 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4505308.500000 Penalty: 5155.180176
	Iteration 9Q: 3 clusters Score -4505308 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4505774.000000 Penalty: 5155.180176
	Iteration 10Q: 3 clusters Score -4505774 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4506138.000000 Penalty: 5155.180176
	Iteration 11Q: 3 clusters Score -4506138 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4506483.500000 Penalty: 5155.180176
	Iteration 12Q: 3 clusters Score -4506484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4506766.000000 Penalty: 5155.180176
	Iteration 13Q: 3 clusters Score -4506766 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4507013.500000 Penalty: 5155.180176
	Iteration 14Q: 3 clusters Score -4507014 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4507254.500000 Penalty: 5155.180176
	Iteration 15Q: 3 clusters Score -4507254 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4507494.000000 Penalty: 5155.180176
	Iteration 16Q: 3 clusters Score -4507494 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4507657.500000 Penalty: 5155.180176
	Iteration 17Q: 3 clusters Score -4507658 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4507812.000000 Penalty: 5155.180176
	Iteration 18Q: 3 clusters Score -4507812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4507883.500000 Penalty: 5155.180176
	Iteration 19Q: 3 clusters Score -4507884 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4507952.500000 Penalty: 5155.180176
	Iteration 20F: 3 clusters Score -4507952 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4508020.500000 Penalty: 5155.180176
	Iteration 21Q: 3 clusters Score -4508020 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4508056.000000 Penalty: 5155.180176
	Iteration 22Q: 3 clusters Score -4508056 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4508110.500000 Penalty: 5155.180176
	Iteration 23Q: 3 clusters Score -4508110 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4508127.500000 Penalty: 5155.180176
	Iteration 24Q: 3 clusters Score -4508128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4508152.000000 Penalty: 5155.180176
	Iteration 25Q: 3 clusters Score -4508152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4508175.500000 Penalty: 5155.180176
	Iteration 26Q: 3 clusters Score -4508176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4508188.500000 Penalty: 5155.180176
	Iteration 27Q: 3 clusters Score -4508188 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4508207.500000 Penalty: 5155.180176
	Iteration 28Q: 3 clusters Score -4508208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4508238.000000 Penalty: 5155.180176
	Iteration 29Q: 3 clusters Score -4508238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4508262.500000 Penalty: 5155.180176
	Iteration 30Q: 3 clusters Score -4508262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4508279.500000 Penalty: 5155.180176
	Iteration 31Q: 3 clusters Score -4508280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4508307.000000 Penalty: 5155.180176
	Iteration 32Q: 3 clusters Score -4508307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4508328.000000 Penalty: 5155.180176
	Iteration 33Q: 3 clusters Score -4508328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4508332.000000 Penalty: 5155.180176
	Iteration 34Q: 3 clusters Score -4508332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4508346.000000 Penalty: 5155.180176
	Iteration 35Q: 3 clusters Score -4508346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4508355.000000 Penalty: 5155.180176
	Iteration 36Q: 3 clusters Score -4508355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4508378.500000 Penalty: 5155.180176
	Iteration 37Q: 3 clusters Score -4508378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4508396.000000 Penalty: 5155.180176
	Iteration 38Q: 3 clusters Score -4508396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4508426.000000 Penalty: 5155.180176
	Iteration 39Q: 3 clusters Score -4508426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4508435.500000 Penalty: 5155.180176
	Iteration 40F: 3 clusters Score -4508436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4508463.500000 Penalty: 5155.180176
	Iteration 41Q: 3 clusters Score -4508464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4508513.000000 Penalty: 5155.180176
	Iteration 42Q: 3 clusters Score -4508513 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 5155.180176
	Iteration 43Q: 3 clusters Score -4508536 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4508586.500000 Penalty: 5155.180176
	Iteration 44Q: 3 clusters Score -4508586 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4508605.500000 Penalty: 5155.180176
	Iteration 45Q: 3 clusters Score -4508606 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -4508650.500000 Penalty: 5155.180176
	Iteration 46Q: 3 clusters Score -4508650 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4508704.500000 Penalty: 5155.180176
	Iteration 47Q: 3 clusters Score -4508704 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4508742.000000 Penalty: 5155.180176
	Iteration 48Q: 3 clusters Score -4508742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4508819.000000 Penalty: 5155.180176
	Iteration 49Q: 3 clusters Score -4508819 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4508879.000000 Penalty: 5155.180176
	Iteration 50Q: 3 clusters Score -4508879 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4508928.000000 Penalty: 5155.180176
	Iteration 51Q: 3 clusters Score -4508928 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4508987.000000 Penalty: 5155.180176
	Iteration 52Q: 3 clusters Score -4508987 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4509094.500000 Penalty: 5155.180176
	Iteration 53Q: 3 clusters Score -4509094 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4509177.500000 Penalty: 5155.180176
	Iteration 54Q: 3 clusters Score -4509178 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4509278.500000 Penalty: 5155.180176
	Iteration 55Q: 3 clusters Score -4509278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4509356.000000 Penalty: 5155.180176
	Iteration 56Q: 3 clusters Score -4509356 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4509456.000000 Penalty: 5155.180176
	Iteration 57Q: 3 clusters Score -4509456 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4509551.500000 Penalty: 5155.180176
	Iteration 58Q: 3 clusters Score -4509552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4509630.500000 Penalty: 5155.180176
	Iteration 59Q: 3 clusters Score -4509630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4509724.000000 Penalty: 5155.180176
	Iteration 60F: 3 clusters Score -4509724 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4509821.000000 Penalty: 5155.180176
	Iteration 61Q: 3 clusters Score -4509821 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4509932.500000 Penalty: 5155.180176
	Iteration 62Q: 3 clusters Score -4509932 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4510043.000000 Penalty: 5155.180176
	Iteration 63Q: 3 clusters Score -4510043 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4510144.500000 Penalty: 5155.180176
	Iteration 64Q: 3 clusters Score -4510144 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4510269.500000 Penalty: 5155.180176
	Iteration 65Q: 3 clusters Score -4510270 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4510407.500000 Penalty: 5155.180176
	Iteration 66Q: 3 clusters Score -4510408 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4510545.000000 Penalty: 5155.180176
	Iteration 67Q: 3 clusters Score -4510545 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4510669.500000 Penalty: 5155.180176
	Iteration 68Q: 3 clusters Score -4510670 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4510826.000000 Penalty: 5155.180176
	Iteration 69Q: 3 clusters Score -4510826 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4510964.000000 Penalty: 5155.180176
	Iteration 70Q: 3 clusters Score -4510964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4511110.500000 Penalty: 5155.180176
	Iteration 71Q: 3 clusters Score -4511110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4511255.500000 Penalty: 5155.180176
	Iteration 72Q: 3 clusters Score -4511256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4511390.000000 Penalty: 5155.180176
	Iteration 73Q: 3 clusters Score -4511390 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4511496.000000 Penalty: 5155.180176
	Iteration 74Q: 3 clusters Score -4511496 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4511608.500000 Penalty: 5155.180176
	Iteration 75Q: 3 clusters Score -4511608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4511716.500000 Penalty: 5155.180176
	Iteration 76Q: 3 clusters Score -4511716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4511812.500000 Penalty: 5155.180176
	Iteration 77Q: 3 clusters Score -4511812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4511861.000000 Penalty: 5155.180176
	Iteration 78Q: 3 clusters Score -4511861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -4511922.500000 Penalty: 5155.180176
	Iteration 79Q: 3 clusters Score -4511922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4511965.000000 Penalty: 5155.180176
	Iteration 80F: 3 clusters Score -4511965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4512000.500000 Penalty: 5155.180176
	Iteration 81Q: 3 clusters Score -4512000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4512032.000000 Penalty: 5155.180176
	Iteration 82Q: 3 clusters Score -4512032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4512076.000000 Penalty: 5155.180176
	Iteration 83Q: 3 clusters Score -4512076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4512127.500000 Penalty: 5155.180176
	Iteration 84Q: 3 clusters Score -4512128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4512141.500000 Penalty: 5155.180176
	Iteration 85Q: 3 clusters Score -4512142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4512172.000000 Penalty: 5155.180176
	Iteration 86Q: 3 clusters Score -4512172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4512200.500000 Penalty: 5155.180176
	Iteration 87Q: 3 clusters Score -4512200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4512227.500000 Penalty: 5155.180176
	Iteration 88Q: 3 clusters Score -4512228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4512241.500000 Penalty: 5155.180176
	Iteration 89Q: 3 clusters Score -4512242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4512250.000000 Penalty: 5155.180176
	Iteration 90Q: 3 clusters Score -4512250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4512243.500000 Penalty: 5155.180176
	Iteration 91Q: 3 clusters Score -4512244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4512244.500000 Penalty: 5155.180176
	Iteration 92Q: 3 clusters Score -4512244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4512244.000000 Penalty: 5155.180176
	Iteration 93Q: 3 clusters Score -4512244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4512243.000000 Penalty: 5155.180176
	Iteration 94Q: 3 clusters Score -4512243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4512249.500000 Penalty: 5155.180176
	Iteration 95Q: 3 clusters Score -4512250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4512259.500000 Penalty: 5155.180176
	Iteration 96Q: 3 clusters Score -4512260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4512261.500000 Penalty: 5155.180176
	Iteration 97Q: 3 clusters Score -4512262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4512265.500000 Penalty: 5155.180176
	Iteration 98Q: 3 clusters Score -4512266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4512264.500000 Penalty: 5155.180176
	Iteration 99Q: 3 clusters Score -4512264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4512266.000000 Penalty: 5155.180176
	Iteration 100F: 3 clusters Score -4512266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4512269.500000 Penalty: 5155.180176
	Iteration 101Q: 3 clusters Score -4512270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4512269.000000 Penalty: 5155.180176
	Iteration 102Q: 3 clusters Score -4512269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4512269.000000 Penalty: 5155.180176
	Iteration 103F: 3 clusters Score -4512269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Entering Unmasked Estep 
Score: -3313463.500000 Penalty: 2494.821777
	Iteration 0F: 2 clusters Score -3313464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3297397.000000 Penalty: 4989.643555
	Iteration 0F: 3 clusters Score -3297397 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3303732.750000 Penalty: 4989.643555
	Iteration 1F: 3 clusters Score -3303733 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3305245.000000 Penalty: 4989.643555
	Iteration 2F: 3 clusters Score -3305245 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3306911.250000 Penalty: 4989.643555
	Iteration 3F: 3 clusters Score -3306911 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3308513.250000 Penalty: 4989.643555
	Iteration 4F: 3 clusters Score -3308513 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3309778.000000 Penalty: 4989.643555
	Iteration 5F: 3 clusters Score -3309778 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3310664.250000 Penalty: 4989.643555
	Iteration 6F: 3 clusters Score -3310664 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3311156.750000 Penalty: 4989.643555
	Iteration 7Q: 3 clusters Score -3311157 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3311460.250000 Penalty: 4989.643555
	Iteration 8Q: 3 clusters Score -3311460 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3311640.500000 Penalty: 4989.643555
	Iteration 9Q: 3 clusters Score -3311640 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3311762.250000 Penalty: 4989.643555
	Iteration 10Q: 3 clusters Score -3311762 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3311867.500000 Penalty: 4989.643555
	Iteration 11Q: 3 clusters Score -3311868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3311974.750000 Penalty: 4989.643555
	Iteration 12Q: 3 clusters Score -3311975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3312100.500000 Penalty: 4989.643555
	Iteration 13Q: 3 clusters Score -3312100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3312236.750000 Penalty: 4989.643555
	Iteration 14Q: 3 clusters Score -3312237 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3312396.750000 Penalty: 4989.643555
	Iteration 15Q: 3 clusters Score -3312397 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3312548.500000 Penalty: 4989.643555
	Iteration 16Q: 3 clusters Score -3312548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3312693.500000 Penalty: 4989.643555
	Iteration 17Q: 3 clusters Score -3312694 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3312842.000000 Penalty: 4989.643555
	Iteration 18Q: 3 clusters Score -3312842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3313010.000000 Penalty: 4989.643555
	Iteration 19Q: 3 clusters Score -3313010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3313126.000000 Penalty: 4989.643555
	Iteration 20F: 3 clusters Score -3313126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3313213.000000 Penalty: 4989.643555
	Iteration 21Q: 3 clusters Score -3313213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3313249.000000 Penalty: 4989.643555
	Iteration 22Q: 3 clusters Score -3313249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3313255.000000 Penalty: 4989.643555
	Iteration 23Q: 3 clusters Score -3313255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3313275.250000 Penalty: 4989.643555
	Iteration 24Q: 3 clusters Score -3313275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3313286.750000 Penalty: 4989.643555
	Iteration 25Q: 3 clusters Score -3313287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3313296.750000 Penalty: 4989.643555
	Iteration 26Q: 3 clusters Score -3313297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3313298.000000 Penalty: 4989.643555
	Iteration 27Q: 3 clusters Score -3313298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3313302.750000 Penalty: 4989.643555
	Iteration 28Q: 3 clusters Score -3313303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3313305.000000 Penalty: 4989.643555
	Iteration 29Q: 3 clusters Score -3313305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3313313.000000 Penalty: 4989.643555
	Iteration 30Q: 3 clusters Score -3313313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3313321.000000 Penalty: 4989.643555
	Iteration 31Q: 3 clusters Score -3313321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3313319.750000 Penalty: 4989.643555
	Iteration 32Q: 3 clusters Score -3313320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3313317.750000 Penalty: 4989.643555
	Iteration 33Q: 3 clusters Score -3313318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3313313.000000 Penalty: 4989.643555
	Iteration 34Q: 3 clusters Score -3313313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3313313.750000 Penalty: 4989.643555
	Iteration 35Q: 3 clusters Score -3313314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3313313.250000 Penalty: 4989.643555
	Iteration 36Q: 3 clusters Score -3313313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3313319.250000 Penalty: 4989.643555
	Iteration 37Q: 3 clusters Score -3313319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3313321.000000 Penalty: 4989.643555
	Iteration 38Q: 3 clusters Score -3313321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3313320.500000 Penalty: 4989.643555
	Iteration 39Q: 3 clusters Score -3313320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3313321.000000 Penalty: 4989.643555
	Iteration 40F: 3 clusters Score -3313321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Entering Unmasked Estep 
Score: -8112607.000000 Penalty: 2708.223633
	Iteration 0F: 2 clusters Score -8112607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -8075336.500000 Penalty: 5416.447266
	Iteration 0F: 3 clusters Score -8075336 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -8089379.000000 Penalty: 5416.447266
	Iteration 1F: 3 clusters Score -8089379 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -8089855.000000 Penalty: 5416.447266
	Iteration 2Q: 3 clusters Score -8089855 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -8090259.500000 Penalty: 5416.447266
	Iteration 3Q: 3 clusters Score -8090260 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -8090589.500000 Penalty: 5416.447266
	Iteration 4Q: 3 clusters Score -8090590 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -8090843.500000 Penalty: 5416.447266
	Iteration 5Q: 3 clusters Score -8090844 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8091120.500000 Penalty: 5416.447266
	Iteration 6Q: 3 clusters Score -8091120 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -8091366.500000 Penalty: 5416.447266
	Iteration 7Q: 3 clusters Score -8091366 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8091589.500000 Penalty: 5416.447266
	Iteration 8Q: 3 clusters Score -8091590 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8091886.000000 Penalty: 5416.447266
	Iteration 9Q: 3 clusters Score -8091886 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8092232.000000 Penalty: 5416.447266
	Iteration 10Q: 3 clusters Score -8092232 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8092696.000000 Penalty: 5416.447266
	Iteration 11Q: 3 clusters Score -8092696 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8093455.500000 Penalty: 5416.447266
	Iteration 12Q: 3 clusters Score -8093456 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -8094619.500000 Penalty: 5416.447266
	Iteration 13Q: 3 clusters Score -8094620 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -8096565.500000 Penalty: 5416.447266
	Iteration 14F: 3 clusters Score -8096566 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -8099068.000000 Penalty: 5416.447266
	Iteration 15F: 3 clusters Score -8099068 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -8101995.000000 Penalty: 5416.447266
	Iteration 16F: 3 clusters Score -8101995 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8104725.500000 Penalty: 5416.447266
	Iteration 17F: 3 clusters Score -8104726 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -8106740.500000 Penalty: 5416.447266
	Iteration 18Q: 3 clusters Score -8106740 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8108111.500000 Penalty: 5416.447266
	Iteration 19Q: 3 clusters Score -8108112 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8109001.500000 Penalty: 5416.447266
	Iteration 20F: 3 clusters Score -8109002 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8109494.000000 Penalty: 5416.447266
	Iteration 21Q: 3 clusters Score -8109494 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8109755.000000 Penalty: 5416.447266
	Iteration 22Q: 3 clusters Score -8109755 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8109923.000000 Penalty: 5416.447266
	Iteration 23Q: 3 clusters Score -8109923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8110025.000000 Penalty: 5416.447266
	Iteration 24Q: 3 clusters Score -8110025 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8110105.500000 Penalty: 5416.447266
	Iteration 25Q: 3 clusters Score -8110106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8110142.500000 Penalty: 5416.447266
	Iteration 26Q: 3 clusters Score -8110142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8110188.000000 Penalty: 5416.447266
	Iteration 27Q: 3 clusters Score -8110188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8110206.000000 Penalty: 5416.447266
	Iteration 28Q: 3 clusters Score -8110206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8110204.500000 Penalty: 5416.447266
	Iteration 29Q: 3 clusters Score -8110204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8110226.000000 Penalty: 5416.447266
	Iteration 30Q: 3 clusters Score -8110226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8110230.500000 Penalty: 5416.447266
	Iteration 31Q: 3 clusters Score -8110230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8110232.500000 Penalty: 5416.447266
	Iteration 32Q: 3 clusters Score -8110232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8110240.500000 Penalty: 5416.447266
	Iteration 33Q: 3 clusters Score -8110240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8110243.500000 Penalty: 5416.447266
	Iteration 34Q: 3 clusters Score -8110244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8110257.500000 Penalty: 5416.447266
	Iteration 35Q: 3 clusters Score -8110258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8110259.000000 Penalty: 5416.447266
	Iteration 36Q: 3 clusters Score -8110259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8110263.000000 Penalty: 5416.447266
	Iteration 37Q: 3 clusters Score -8110263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8110265.500000 Penalty: 5416.447266
	Iteration 38Q: 3 clusters Score -8110266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8110271.000000 Penalty: 5416.447266
	Iteration 39Q: 3 clusters Score -8110271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8110282.500000 Penalty: 5416.447266
	Iteration 40F: 3 clusters Score -8110282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8110277.000000 Penalty: 5416.447266
	Iteration 41Q: 3 clusters Score -8110277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8110279.000000 Penalty: 5416.447266
	Iteration 42Q: 3 clusters Score -8110279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8110279.500000 Penalty: 5416.447266
	Iteration 43Q: 3 clusters Score -8110280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8110283.500000 Penalty: 5416.447266
	Iteration 44Q: 3 clusters Score -8110284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8110283.000000 Penalty: 5416.447266
	Iteration 45Q: 3 clusters Score -8110283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8110283.000000 Penalty: 5416.447266
	Iteration 46F: 3 clusters Score -8110283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -822617.937500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -822617.9 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 2864 members 
Entering Unmasked Estep 
Score: -817683.375000 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -817683.4 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -818922.687500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -818922.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -819149.375000 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -819149.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -819306.437500 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -819306.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -819436.437500 Penalty: 4289.430664
	Iteration 4Q: 3 clusters Score -819436.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -819540.937500 Penalty: 4289.430664
	Iteration 5Q: 3 clusters Score -819540.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -819629.000000 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -819629 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -819721.375000 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -819721.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -819805.437500 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -819805.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -819894.562500 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -819894.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -819963.875000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819963.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -820028.500000 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -820028.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -820086.250000 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -820086.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -820129.250000 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -820129.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -820176.875000 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -820176.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -820229.312500 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -820229.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -820269.812500 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -820269.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -820309.750000 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -820309.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -820343.000000 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -820343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -820372.937500 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -820372.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -820401.875000 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -820401.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -820425.750000 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -820425.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -820453.687500 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -820453.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -820483.437500 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -820483.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -820518.375000 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -820518.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -820547.687500 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -820547.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -820590.000000 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -820590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -820620.875000 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -820620.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -820650.000000 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -820650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -820675.875000 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -820675.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -820701.000000 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -820701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -820723.000000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -820723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -820748.375000 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -820748.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -820771.500000 Penalty: 4289.430664
	Iteration 33Q: 3 clusters Score -820771.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -820784.250000 Penalty: 4289.430664
	Iteration 34Q: 3 clusters Score -820784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -820794.937500 Penalty: 4289.430664
	Iteration 35Q: 3 clusters Score -820794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -820809.937500 Penalty: 4289.430664
	Iteration 36Q: 3 clusters Score -820809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -820819.375000 Penalty: 4289.430664
	Iteration 37Q: 3 clusters Score -820819.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -820828.750000 Penalty: 4289.430664
	Iteration 38Q: 3 clusters Score -820828.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -820837.562500 Penalty: 4289.430664
	Iteration 39Q: 3 clusters Score -820837.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -820846.875000 Penalty: 4289.430664
	Iteration 40F: 3 clusters Score -820846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -820855.875000 Penalty: 4289.430664
	Iteration 41Q: 3 clusters Score -820855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -820863.875000 Penalty: 4289.430664
	Iteration 42Q: 3 clusters Score -820863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -820868.687500 Penalty: 4289.430664
	Iteration 43Q: 3 clusters Score -820868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -820874.437500 Penalty: 4289.430664
	Iteration 44Q: 3 clusters Score -820874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -820881.187500 Penalty: 4289.430664
	Iteration 45Q: 3 clusters Score -820881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -820884.062500 Penalty: 4289.430664
	Iteration 46Q: 3 clusters Score -820884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -820884.625000 Penalty: 4289.430664
	Iteration 47Q: 3 clusters Score -820884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -820887.750000 Penalty: 4289.430664
	Iteration 48Q: 3 clusters Score -820887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -820887.437500 Penalty: 4289.430664
	Iteration 49Q: 3 clusters Score -820887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -820888.875000 Penalty: 4289.430664
	Iteration 50Q: 3 clusters Score -820888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -820892.062500 Penalty: 4289.430664
	Iteration 51Q: 3 clusters Score -820892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -820895.937500 Penalty: 4289.430664
	Iteration 52Q: 3 clusters Score -820895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -820898.375000 Penalty: 4289.430664
	Iteration 53Q: 3 clusters Score -820898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -820901.062500 Penalty: 4289.430664
	Iteration 54Q: 3 clusters Score -820901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -820902.375000 Penalty: 4289.430664
	Iteration 55Q: 3 clusters Score -820902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -820907.375000 Penalty: 4289.430664
	Iteration 56Q: 3 clusters Score -820907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -820909.062500 Penalty: 4289.430664
	Iteration 57Q: 3 clusters Score -820909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -820911.875000 Penalty: 4289.430664
	Iteration 58Q: 3 clusters Score -820911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -820914.625000 Penalty: 4289.430664
	Iteration 59Q: 3 clusters Score -820914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -820916.312500 Penalty: 4289.430664
	Iteration 60F: 3 clusters Score -820916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -820917.687500 Penalty: 4289.430664
	Iteration 61Q: 3 clusters Score -820917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -820919.625000 Penalty: 4289.430664
	Iteration 62Q: 3 clusters Score -820919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -820921.625000 Penalty: 4289.430664
	Iteration 63Q: 3 clusters Score -820921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -820921.812500 Penalty: 4289.430664
	Iteration 64Q: 3 clusters Score -820921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -820922.812500 Penalty: 4289.430664
	Iteration 65Q: 3 clusters Score -820922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -820923.000000 Penalty: 4289.430664
	Iteration 66Q: 3 clusters Score -820923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -820924.375000 Penalty: 4289.430664
	Iteration 67Q: 3 clusters Score -820924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -820924.375000 Penalty: 4289.430664
	Iteration 68F: 3 clusters Score -820924.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Entering Unmasked Estep 
Score: -16572385.000000 Penalty: 2884.290039
	Iteration 0F: 2 clusters Score -1.657238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -16499728.000000 Penalty: 5768.580078
	Iteration 0F: 3 clusters Score -1.649973e+07 nChanged 53164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -16530266.000000 Penalty: 5768.580078
	Iteration 1F: 3 clusters Score -1.653027e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -16531437.000000 Penalty: 5768.580078
	Iteration 2Q: 3 clusters Score -1.653144e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -16533047.000000 Penalty: 5768.580078
	Iteration 3Q: 3 clusters Score -1.653305e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -16535607.000000 Penalty: 5768.580078
	Iteration 4Q: 3 clusters Score -1.653561e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -16539100.000000 Penalty: 5768.580078
	Iteration 5F: 3 clusters Score -1.65391e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -16543831.000000 Penalty: 5768.580078
	Iteration 6F: 3 clusters Score -1.654383e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -16549486.000000 Penalty: 5768.580078
	Iteration 7F: 3 clusters Score -1.654949e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -16555509.000000 Penalty: 5768.580078
	Iteration 8F: 3 clusters Score -1.655551e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -16560507.000000 Penalty: 5768.580078
	Iteration 9F: 3 clusters Score -1.656051e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -16563800.000000 Penalty: 5768.580078
	Iteration 10Q: 3 clusters Score -1.65638e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -16565882.000000 Penalty: 5768.580078
	Iteration 11Q: 3 clusters Score -1.656588e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -16567418.000000 Penalty: 5768.580078
	Iteration 12Q: 3 clusters Score -1.656742e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -16568341.000000 Penalty: 5768.580078
	Iteration 13Q: 3 clusters Score -1.656834e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -16569081.000000 Penalty: 5768.580078
	Iteration 14Q: 3 clusters Score -1.656908e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -16569721.000000 Penalty: 5768.580078
	Iteration 15Q: 3 clusters Score -1.656972e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -16570206.000000 Penalty: 5768.580078
	Iteration 16Q: 3 clusters Score -1.657021e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -16570601.000000 Penalty: 5768.580078
	Iteration 17Q: 3 clusters Score -1.65706e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -16570790.000000 Penalty: 5768.580078
	Iteration 18Q: 3 clusters Score -1.657079e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -16570932.000000 Penalty: 5768.580078
	Iteration 19Q: 3 clusters Score -1.657093e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109378 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -16571050.000000 Penalty: 5768.580078
	Iteration 20F: 3 clusters Score -1.657105e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -16571156.000000 Penalty: 5768.580078
	Iteration 21Q: 3 clusters Score -1.657116e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -16571255.000000 Penalty: 5768.580078
	Iteration 22Q: 3 clusters Score -1.657126e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16571322.000000 Penalty: 5768.580078
	Iteration 23Q: 3 clusters Score -1.657132e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -16571376.000000 Penalty: 5768.580078
	Iteration 24Q: 3 clusters Score -1.657138e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -16571423.000000 Penalty: 5768.580078
	Iteration 25Q: 3 clusters Score -1.657142e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16571455.000000 Penalty: 5768.580078
	Iteration 26Q: 3 clusters Score -1.657146e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -16571551.000000 Penalty: 5768.580078
	Iteration 27Q: 3 clusters Score -1.657155e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16571544.000000 Penalty: 5768.580078
	Iteration 28Q: 3 clusters Score -1.657154e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16571537.000000 Penalty: 5768.580078
	Iteration 29Q: 3 clusters Score -1.657154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16571534.000000 Penalty: 5768.580078
	Iteration 30Q: 3 clusters Score -1.657153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16571594.000000 Penalty: 5768.580078
	Iteration 31Q: 3 clusters Score -1.657159e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16571631.000000 Penalty: 5768.580078
	Iteration 32Q: 3 clusters Score -1.657163e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16571667.000000 Penalty: 5768.580078
	Iteration 33Q: 3 clusters Score -1.657167e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16571651.000000 Penalty: 5768.580078
	Iteration 34Q: 3 clusters Score -1.657165e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16571672.000000 Penalty: 5768.580078
	Iteration 35Q: 3 clusters Score -1.657167e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16571695.000000 Penalty: 5768.580078
	Iteration 36Q: 3 clusters Score -1.65717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111114 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16571685.000000 Penalty: 5768.580078
	Iteration 37Q: 3 clusters Score -1.657168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111135 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16571691.000000 Penalty: 5768.580078
	Iteration 38Q: 3 clusters Score -1.657169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16571713.000000 Penalty: 5768.580078
	Iteration 39Q: 3 clusters Score -1.657171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16571732.000000 Penalty: 5768.580078
	Iteration 40F: 3 clusters Score -1.657173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16571757.000000 Penalty: 5768.580078
	Iteration 41Q: 3 clusters Score -1.657176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111212 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16571771.000000 Penalty: 5768.580078
	Iteration 42Q: 3 clusters Score -1.657177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16571780.000000 Penalty: 5768.580078
	Iteration 43Q: 3 clusters Score -1.657178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16571806.000000 Penalty: 5768.580078
	Iteration 44Q: 3 clusters Score -1.657181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16571816.000000 Penalty: 5768.580078
	Iteration 45Q: 3 clusters Score -1.657182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -16571812.000000 Penalty: 5768.580078
	Iteration 46Q: 3 clusters Score -1.657181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16571794.000000 Penalty: 5768.580078
	Iteration 47Q: 3 clusters Score -1.657179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16571796.000000 Penalty: 5768.580078
	Iteration 48Q: 3 clusters Score -1.65718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16571800.000000 Penalty: 5768.580078
	Iteration 49Q: 3 clusters Score -1.65718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16571799.000000 Penalty: 5768.580078
	Iteration 50Q: 3 clusters Score -1.65718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16571810.000000 Penalty: 5768.580078
	Iteration 51Q: 3 clusters Score -1.657181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16571806.000000 Penalty: 5768.580078
	Iteration 52Q: 3 clusters Score -1.657181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16571798.000000 Penalty: 5768.580078
	Iteration 53Q: 3 clusters Score -1.65718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16571816.000000 Penalty: 5768.580078
	Iteration 54Q: 3 clusters Score -1.657182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16571811.000000 Penalty: 5768.580078
	Iteration 55Q: 3 clusters Score -1.657181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16571806.000000 Penalty: 5768.580078
	Iteration 56Q: 3 clusters Score -1.657181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -16571804.000000 Penalty: 5768.580078
	Iteration 57Q: 3 clusters Score -1.65718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -16571798.000000 Penalty: 5768.580078
	Iteration 58Q: 3 clusters Score -1.65718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -16571798.000000 Penalty: 5768.580078
	Iteration 59F: 3 clusters Score -1.65718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210845 members 
Entering Unmasked Estep 
Score: -30828146.000000 Penalty: 3040.201904
	Iteration 0F: 2 clusters Score -3.082815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -30719514.000000 Penalty: 6080.403809
	Iteration 0F: 3 clusters Score -3.071951e+07 nChanged 101586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -30779330.000000 Penalty: 6080.403809
	Iteration 1F: 3 clusters Score -3.077933e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -30780570.000000 Penalty: 6080.403809
	Iteration 2Q: 3 clusters Score -3.078057e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -30782338.000000 Penalty: 6080.403809
	Iteration 3Q: 3 clusters Score -3.078234e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -30784382.000000 Penalty: 6080.403809
	Iteration 4Q: 3 clusters Score -3.078438e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -30787244.000000 Penalty: 6080.403809
	Iteration 5Q: 3 clusters Score -3.078724e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -30790652.000000 Penalty: 6080.403809
	Iteration 6Q: 3 clusters Score -3.079065e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -30795250.000000 Penalty: 6080.403809
	Iteration 7Q: 3 clusters Score -3.079525e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 130639 members 
Entering Unmasked Estep 
Score: -30801304.000000 Penalty: 6080.403809
	Iteration 8F: 3 clusters Score -3.08013e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -30808822.000000 Penalty: 6080.403809
	Iteration 9F: 3 clusters Score -3.080882e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -30816410.000000 Penalty: 6080.403809
	Iteration 10F: 3 clusters Score -3.081641e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -30822924.000000 Penalty: 6080.403809
	Iteration 11F: 3 clusters Score -3.082292e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -30827284.000000 Penalty: 6080.403809
	Iteration 12Q: 3 clusters Score -3.082728e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -30829476.000000 Penalty: 6080.403809
	Iteration 13Q: 3 clusters Score -3.082948e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -30830798.000000 Penalty: 6080.403809
	Iteration 14Q: 3 clusters Score -3.08308e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -30831504.000000 Penalty: 6080.403809
	Iteration 15Q: 3 clusters Score -3.08315e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -30831890.000000 Penalty: 6080.403809
	Iteration 16Q: 3 clusters Score -3.083189e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -30832412.000000 Penalty: 6080.403809
	Iteration 17Q: 3 clusters Score -3.083241e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -30833044.000000 Penalty: 6080.403809
	Iteration 18Q: 3 clusters Score -3.083304e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -30833536.000000 Penalty: 6080.403809
	Iteration 19Q: 3 clusters Score -3.083354e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 178617 members 
Entering Unmasked Estep 
Score: -30833998.000000 Penalty: 6080.403809
	Iteration 20F: 3 clusters Score -3.0834e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -30834124.000000 Penalty: 6080.403809
	Iteration 21Q: 3 clusters Score -3.083412e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 181918 members 
Entering Unmasked Estep 
Score: -30834784.000000 Penalty: 6080.403809
	Iteration 22Q: 3 clusters Score -3.083478e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 183564 members 
Entering Unmasked Estep 
Score: -30835564.000000 Penalty: 6080.403809
	Iteration 23Q: 3 clusters Score -3.083556e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 185136 members 
Entering Unmasked Estep 
Score: -30836316.000000 Penalty: 6080.403809
	Iteration 24Q: 3 clusters Score -3.083632e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -30836978.000000 Penalty: 6080.403809
	Iteration 25Q: 3 clusters Score -3.083698e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 188291 members 
Entering Unmasked Estep 
Score: -30837630.000000 Penalty: 6080.403809
	Iteration 26Q: 3 clusters Score -3.083763e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 189734 members 
Entering Unmasked Estep 
Score: -30838130.000000 Penalty: 6080.403809
	Iteration 27Q: 3 clusters Score -3.083813e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 191098 members 
Entering Unmasked Estep 
Score: -30838528.000000 Penalty: 6080.403809
	Iteration 28Q: 3 clusters Score -3.083853e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 192372 members 
Entering Unmasked Estep 
Score: -30838772.000000 Penalty: 6080.403809
	Iteration 29Q: 3 clusters Score -3.083877e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 193537 members 
Entering Unmasked Estep 
Score: -30839026.000000 Penalty: 6080.403809
	Iteration 30Q: 3 clusters Score -3.083903e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6080.403809
	Iteration 31Q: 3 clusters Score -3.083933e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -30839140.000000 Penalty: 6080.403809
	Iteration 32Q: 3 clusters Score -3.083914e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 196547 members 
Entering Unmasked Estep 
Score: -30839168.000000 Penalty: 6080.403809
	Iteration 33Q: 3 clusters Score -3.083917e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 197358 members 
Entering Unmasked Estep 
Score: -30838942.000000 Penalty: 6080.403809
	Iteration 34Q: 3 clusters Score -3.083894e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 198047 members 
Entering Unmasked Estep 
Score: -30838540.000000 Penalty: 6080.403809
	Iteration 35Q: 3 clusters Score -3.083854e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 198656 members 
Entering Unmasked Estep 
Score: -30838352.000000 Penalty: 6080.403809
	Iteration 36Q: 3 clusters Score -3.083835e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 199121 members 
Entering Unmasked Estep 
Score: -30838200.000000 Penalty: 6080.403809
	Iteration 37Q: 3 clusters Score -3.08382e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 199533 members 
Entering Unmasked Estep 
Score: -30838082.000000 Penalty: 6080.403809
	Iteration 38Q: 3 clusters Score -3.083808e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 199862 members 
Entering Unmasked Estep 
Score: -30838106.000000 Penalty: 6080.403809
	Iteration 39Q: 3 clusters Score -3.083811e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 200077 members 
Entering Unmasked Estep 
Score: -30838202.000000 Penalty: 6080.403809
	Iteration 40F: 3 clusters Score -3.08382e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 200185 members 
Entering Unmasked Estep 
Score: -30838360.000000 Penalty: 6080.403809
	Iteration 41Q: 3 clusters Score -3.083836e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 200233 members 
Entering Unmasked Estep 
Score: -30838454.000000 Penalty: 6080.403809
	Iteration 42Q: 3 clusters Score -3.083845e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 200232 members 
Entering Unmasked Estep 
Score: -30838806.000000 Penalty: 6080.403809
	Iteration 43Q: 3 clusters Score -3.083881e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 200179 members 
Entering Unmasked Estep 
Score: -30839038.000000 Penalty: 6080.403809
	Iteration 44Q: 3 clusters Score -3.083904e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 200092 members 
Entering Unmasked Estep 
Score: -30839320.000000 Penalty: 6080.403809
	Iteration 45Q: 3 clusters Score -3.083932e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 199990 members 
Entering Unmasked Estep 
Score: -30839854.000000 Penalty: 6080.403809
	Iteration 46Q: 3 clusters Score -3.083985e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 199832 members 
Entering Unmasked Estep 
Score: -30840338.000000 Penalty: 6080.403809
	Iteration 47Q: 3 clusters Score -3.084034e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 199667 members 
Entering Unmasked Estep 
Score: -30840780.000000 Penalty: 6080.403809
	Iteration 48Q: 3 clusters Score -3.084078e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 199445 members 
Entering Unmasked Estep 
Score: -30841136.000000 Penalty: 6080.403809
	Iteration 49Q: 3 clusters Score -3.084114e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -30841500.000000 Penalty: 6080.403809
	Iteration 50Q: 3 clusters Score -3.08415e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -30841780.000000 Penalty: 6080.403809
	Iteration 51Q: 3 clusters Score -3.084178e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 198662 members 
Entering Unmasked Estep 
Score: -30842022.000000 Penalty: 6080.403809
	Iteration 52Q: 3 clusters Score -3.084202e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 198428 members 
Entering Unmasked Estep 
Score: -30842254.000000 Penalty: 6080.403809
	Iteration 53Q: 3 clusters Score -3.084225e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 198214 members 
Entering Unmasked Estep 
Score: -30842390.000000 Penalty: 6080.403809
	Iteration 54Q: 3 clusters Score -3.084239e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 198010 members 
Entering Unmasked Estep 
Score: -30842592.000000 Penalty: 6080.403809
	Iteration 55Q: 3 clusters Score -3.084259e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 197855 members 
Entering Unmasked Estep 
Score: -30842700.000000 Penalty: 6080.403809
	Iteration 56Q: 3 clusters Score -3.08427e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 197712 members 
Entering Unmasked Estep 
Score: -30842824.000000 Penalty: 6080.403809
	Iteration 57Q: 3 clusters Score -3.084282e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 197622 members 
Entering Unmasked Estep 
Score: -30842942.000000 Penalty: 6080.403809
	Iteration 58Q: 3 clusters Score -3.084294e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 197534 members 
Entering Unmasked Estep 
Score: -30842962.000000 Penalty: 6080.403809
	Iteration 59Q: 3 clusters Score -3.084296e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 197454 members 
Entering Unmasked Estep 
Score: -30843104.000000 Penalty: 6080.403809
	Iteration 60F: 3 clusters Score -3.08431e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 197305 members 
Entering Unmasked Estep 
Score: -30843130.000000 Penalty: 6080.403809
	Iteration 61Q: 3 clusters Score -3.084313e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 197166 members 
Entering Unmasked Estep 
Score: -30843236.000000 Penalty: 6080.403809
	Iteration 62Q: 3 clusters Score -3.084324e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 197062 members 
Entering Unmasked Estep 
Score: -30843344.000000 Penalty: 6080.403809
	Iteration 63Q: 3 clusters Score -3.084334e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 196960 members 
Entering Unmasked Estep 
Score: -30843398.000000 Penalty: 6080.403809
	Iteration 64Q: 3 clusters Score -3.08434e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 196860 members 
Entering Unmasked Estep 
Score: -30843462.000000 Penalty: 6080.403809
	Iteration 65Q: 3 clusters Score -3.084346e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 196779 members 
Entering Unmasked Estep 
Score: -30843506.000000 Penalty: 6080.403809
	Iteration 66Q: 3 clusters Score -3.084351e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 196706 members 
Entering Unmasked Estep 
Score: -30843510.000000 Penalty: 6080.403809
	Iteration 67Q: 3 clusters Score -3.084351e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 196635 members 
Entering Unmasked Estep 
Score: -30843502.000000 Penalty: 6080.403809
	Iteration 68Q: 3 clusters Score -3.08435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 196562 members 
Entering Unmasked Estep 
Score: -30843546.000000 Penalty: 6080.403809
	Iteration 69Q: 3 clusters Score -3.084355e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -30843604.000000 Penalty: 6080.403809
	Iteration 70Q: 3 clusters Score -3.08436e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 196425 members 
Entering Unmasked Estep 
Score: -30843654.000000 Penalty: 6080.403809
	Iteration 71Q: 3 clusters Score -3.084365e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 196365 members 
Entering Unmasked Estep 
Score: -30843692.000000 Penalty: 6080.403809
	Iteration 72Q: 3 clusters Score -3.084369e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 196323 members 
Entering Unmasked Estep 
Score: -30843696.000000 Penalty: 6080.403809
	Iteration 73Q: 3 clusters Score -3.08437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 196291 members 
Entering Unmasked Estep 
Score: -30843716.000000 Penalty: 6080.403809
	Iteration 74Q: 3 clusters Score -3.084372e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 196256 members 
Entering Unmasked Estep 
Score: -30843728.000000 Penalty: 6080.403809
	Iteration 75Q: 3 clusters Score -3.084373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 196218 members 
Entering Unmasked Estep 
Score: -30843736.000000 Penalty: 6080.403809
	Iteration 76Q: 3 clusters Score -3.084374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 196190 members 
Entering Unmasked Estep 
Score: -30843734.000000 Penalty: 6080.403809
	Iteration 77Q: 3 clusters Score -3.084373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 196169 members 
Entering Unmasked Estep 
Score: -30843748.000000 Penalty: 6080.403809
	Iteration 78Q: 3 clusters Score -3.084375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 196141 members 
Entering Unmasked Estep 
Score: -30843752.000000 Penalty: 6080.403809
	Iteration 79Q: 3 clusters Score -3.084375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 196132 members 
Entering Unmasked Estep 
Score: -30843770.000000 Penalty: 6080.403809
	Iteration 80F: 3 clusters Score -3.084377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 196122 members 
Entering Unmasked Estep 
Score: -30843770.000000 Penalty: 6080.403809
	Iteration 81Q: 3 clusters Score -3.084377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -30843770.000000 Penalty: 6080.403809
	Iteration 82Q: 3 clusters Score -3.084377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 196101 members 
Entering Unmasked Estep 
Score: -30843750.000000 Penalty: 6080.403809
	Iteration 83Q: 3 clusters Score -3.084375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 196091 members 
Entering Unmasked Estep 
Score: -30843764.000000 Penalty: 6080.403809
	Iteration 84Q: 3 clusters Score -3.084376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 196084 members 
Entering Unmasked Estep 
Score: -30843738.000000 Penalty: 6080.403809
	Iteration 85Q: 3 clusters Score -3.084374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 196077 members 
Entering Unmasked Estep 
Score: -30843770.000000 Penalty: 6080.403809
	Iteration 86Q: 3 clusters Score -3.084377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 196068 members 
Entering Unmasked Estep 
Score: -30843774.000000 Penalty: 6080.403809
	Iteration 87Q: 3 clusters Score -3.084377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 196063 members 
Entering Unmasked Estep 
Score: -30843802.000000 Penalty: 6080.403809
	Iteration 88Q: 3 clusters Score -3.08438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 196051 members 
Entering Unmasked Estep 
Score: -30843776.000000 Penalty: 6080.403809
	Iteration 89Q: 3 clusters Score -3.084378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 196036 members 
Entering Unmasked Estep 
Score: -30843808.000000 Penalty: 6080.403809
	Iteration 90Q: 3 clusters Score -3.084381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -30843790.000000 Penalty: 6080.403809
	Iteration 91Q: 3 clusters Score -3.084379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -30843800.000000 Penalty: 6080.403809
	Iteration 92Q: 3 clusters Score -3.08438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -30843822.000000 Penalty: 6080.403809
	Iteration 93Q: 3 clusters Score -3.084382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 195966 members 
Entering Unmasked Estep 
Score: -30843800.000000 Penalty: 6080.403809
	Iteration 94Q: 3 clusters Score -3.08438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -30843790.000000 Penalty: 6080.403809
	Iteration 95Q: 3 clusters Score -3.084379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -30843814.000000 Penalty: 6080.403809
	Iteration 96Q: 3 clusters Score -3.084381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -30843836.000000 Penalty: 6080.403809
	Iteration 97Q: 3 clusters Score -3.084384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 195903 members 
Entering Unmasked Estep 
Score: -30843842.000000 Penalty: 6080.403809
	Iteration 98Q: 3 clusters Score -3.084384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 195896 members 
Entering Unmasked Estep 
Score: -30843858.000000 Penalty: 6080.403809
	Iteration 99Q: 3 clusters Score -3.084386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -30843876.000000 Penalty: 6080.403809
	Iteration 100F: 3 clusters Score -3.084388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 195878 members 
Entering Unmasked Estep 
Score: -30843850.000000 Penalty: 6080.403809
	Iteration 101Q: 3 clusters Score -3.084385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 195870 members 
Entering Unmasked Estep 
Score: -30843870.000000 Penalty: 6080.403809
	Iteration 102Q: 3 clusters Score -3.084387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 195867 members 
Entering Unmasked Estep 
Score: -30843874.000000 Penalty: 6080.403809
	Iteration 103Q: 3 clusters Score -3.084387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -30843892.000000 Penalty: 6080.403809
	Iteration 104Q: 3 clusters Score -3.084389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -30843884.000000 Penalty: 6080.403809
	Iteration 105Q: 3 clusters Score -3.084388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -30843884.000000 Penalty: 6080.403809
	Iteration 106F: 3 clusters Score -3.084388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 195862 members 
Entering Unmasked Estep 
Score: -128871488.000000 Penalty: 71433.789062
Splitting cluster 12 changes total score from -128839504.000000 to -128871488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -327752.906250 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -327752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325264.468750 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -325264.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -329582.031250 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -329582 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -332639.750000 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -332639.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -333685.875000 Penalty: 3927.459473
	Iteration 3F: 3 clusters Score -333685.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -334346.562500 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -334346.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -334484.468750 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -334484.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -334590.187500 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -334590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -334673.906250 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -334673.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -334820.875000 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -334820.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -334892.375000 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -334892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -334914.281250 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -334914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -334940.468750 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -334940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -334975.093750 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -334975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -335018.937500 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -335018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -335055.968750 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -335056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -335089.687500 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -335089.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -335122.125000 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -335122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -335134.812500 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -335134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -335143.343750 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -335143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -335148.750000 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -335148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -335152.468750 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -335152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -335158.562500 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -335158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335165.218750 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -335165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -335169.906250 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -335169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -335176.625000 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -335176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -335181.500000 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -335181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -335181.843750 Penalty: 3927.459473
	Iteration 26Q: 3 clusters Score -335181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -335181.968750 Penalty: 3927.459473
	Iteration 27Q: 3 clusters Score -335182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -335183.500000 Penalty: 3927.459473
	Iteration 28Q: 3 clusters Score -335183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -335184.250000 Penalty: 3927.459473
	Iteration 29Q: 3 clusters Score -335184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -335185.718750 Penalty: 3927.459473
	Iteration 30Q: 3 clusters Score -335185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335191.343750 Penalty: 3927.459473
	Iteration 31Q: 3 clusters Score -335191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -335199.406250 Penalty: 3927.459473
	Iteration 32Q: 3 clusters Score -335199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -335206.625000 Penalty: 3927.459473
	Iteration 33Q: 3 clusters Score -335206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -335220.281250 Penalty: 3927.459473
	Iteration 34Q: 3 clusters Score -335220.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -335245.687500 Penalty: 3927.459473
	Iteration 35Q: 3 clusters Score -335245.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -335273.562500 Penalty: 3927.459473
	Iteration 36Q: 3 clusters Score -335273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -335284.156250 Penalty: 3927.459473
	Iteration 37Q: 3 clusters Score -335284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -335287.031250 Penalty: 3927.459473
	Iteration 38Q: 3 clusters Score -335287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -335287.031250 Penalty: 3927.459473
	Iteration 39F: 3 clusters Score -335287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 195862 members 
Mstep: Class 22 contains 964 members 
Entering Unmasked Estep 
Score: -128877544.000000 Penalty: 74835.390625
Splitting cluster 14 changes total score from -128839504.000000 to -128877544.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (22087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Entering Unmasked Estep 
Score: -2856781.500000 Penalty: 2480.680664
	Iteration 0F: 2 clusters Score -2856782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2841484.250000 Penalty: 4961.361328
	Iteration 0F: 3 clusters Score -2841484 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2846919.750000 Penalty: 4961.361328
	Iteration 1F: 3 clusters Score -2846920 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2847681.250000 Penalty: 4961.361328
	Iteration 2F: 3 clusters Score -2847681 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2848711.750000 Penalty: 4961.361328
	Iteration 3F: 3 clusters Score -2848712 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2850156.250000 Penalty: 4961.361328
	Iteration 4F: 3 clusters Score -2850156 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2851684.750000 Penalty: 4961.361328
	Iteration 5F: 3 clusters Score -2851685 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2852927.500000 Penalty: 4961.361328
	Iteration 6F: 3 clusters Score -2852928 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2853709.750000 Penalty: 4961.361328
	Iteration 7F: 3 clusters Score -2853710 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2854159.500000 Penalty: 4961.361328
	Iteration 8Q: 3 clusters Score -2854160 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2854389.250000 Penalty: 4961.361328
	Iteration 9Q: 3 clusters Score -2854389 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2854534.250000 Penalty: 4961.361328
	Iteration 10Q: 3 clusters Score -2854534 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2854604.750000 Penalty: 4961.361328
	Iteration 11Q: 3 clusters Score -2854605 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2854639.750000 Penalty: 4961.361328
	Iteration 12Q: 3 clusters Score -2854640 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2854676.750000 Penalty: 4961.361328
	Iteration 13Q: 3 clusters Score -2854677 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2854709.000000 Penalty: 4961.361328
	Iteration 14Q: 3 clusters Score -2854709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2854754.000000 Penalty: 4961.361328
	Iteration 15Q: 3 clusters Score -2854754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2854774.000000 Penalty: 4961.361328
	Iteration 16Q: 3 clusters Score -2854774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2854806.750000 Penalty: 4961.361328
	Iteration 17Q: 3 clusters Score -2854807 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2854825.000000 Penalty: 4961.361328
	Iteration 18Q: 3 clusters Score -2854825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2854860.500000 Penalty: 4961.361328
	Iteration 19Q: 3 clusters Score -2854860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2854883.000000 Penalty: 4961.361328
	Iteration 20F: 3 clusters Score -2854883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2854892.750000 Penalty: 4961.361328
	Iteration 21Q: 3 clusters Score -2854893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2854901.250000 Penalty: 4961.361328
	Iteration 22Q: 3 clusters Score -2854901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2854923.750000 Penalty: 4961.361328
	Iteration 23Q: 3 clusters Score -2854924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2854952.000000 Penalty: 4961.361328
	Iteration 24Q: 3 clusters Score -2854952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2854979.750000 Penalty: 4961.361328
	Iteration 25Q: 3 clusters Score -2854980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2854997.250000 Penalty: 4961.361328
	Iteration 26Q: 3 clusters Score -2854997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2855029.750000 Penalty: 4961.361328
	Iteration 27Q: 3 clusters Score -2855030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2855074.000000 Penalty: 4961.361328
	Iteration 28Q: 3 clusters Score -2855074 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2855110.500000 Penalty: 4961.361328
	Iteration 29Q: 3 clusters Score -2855110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2855145.000000 Penalty: 4961.361328
	Iteration 30Q: 3 clusters Score -2855145 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2855190.000000 Penalty: 4961.361328
	Iteration 31Q: 3 clusters Score -2855190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2855246.000000 Penalty: 4961.361328
	Iteration 32Q: 3 clusters Score -2855246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2855284.000000 Penalty: 4961.361328
	Iteration 33Q: 3 clusters Score -2855284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2855312.500000 Penalty: 4961.361328
	Iteration 34Q: 3 clusters Score -2855312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2855358.750000 Penalty: 4961.361328
	Iteration 35Q: 3 clusters Score -2855359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2855388.500000 Penalty: 4961.361328
	Iteration 36Q: 3 clusters Score -2855388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2855425.500000 Penalty: 4961.361328
	Iteration 37Q: 3 clusters Score -2855426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2855448.500000 Penalty: 4961.361328
	Iteration 38Q: 3 clusters Score -2855448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2855468.250000 Penalty: 4961.361328
	Iteration 39Q: 3 clusters Score -2855468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2855497.750000 Penalty: 4961.361328
	Iteration 40F: 3 clusters Score -2855498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2855535.750000 Penalty: 4961.361328
	Iteration 41Q: 3 clusters Score -2855536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2855568.750000 Penalty: 4961.361328
	Iteration 42Q: 3 clusters Score -2855569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2855594.750000 Penalty: 4961.361328
	Iteration 43Q: 3 clusters Score -2855595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2855623.500000 Penalty: 4961.361328
	Iteration 44Q: 3 clusters Score -2855624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2855655.750000 Penalty: 4961.361328
	Iteration 45Q: 3 clusters Score -2855656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2855699.750000 Penalty: 4961.361328
	Iteration 46Q: 3 clusters Score -2855700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2855779.000000 Penalty: 4961.361328
	Iteration 47Q: 3 clusters Score -2855779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2855889.750000 Penalty: 4961.361328
	Iteration 48Q: 3 clusters Score -2855890 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2856045.000000 Penalty: 4961.361328
	Iteration 49Q: 3 clusters Score -2856045 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2856242.250000 Penalty: 4961.361328
	Iteration 50Q: 3 clusters Score -2856242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2856402.750000 Penalty: 4961.361328
	Iteration 51Q: 3 clusters Score -2856403 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2856505.000000 Penalty: 4961.361328
	Iteration 52Q: 3 clusters Score -2856505 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2856548.750000 Penalty: 4961.361328
	Iteration 53Q: 3 clusters Score -2856549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2856588.250000 Penalty: 4961.361328
	Iteration 54Q: 3 clusters Score -2856588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2856606.500000 Penalty: 4961.361328
	Iteration 55Q: 3 clusters Score -2856606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2856629.000000 Penalty: 4961.361328
	Iteration 56Q: 3 clusters Score -2856629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2856631.500000 Penalty: 4961.361328
	Iteration 57Q: 3 clusters Score -2856632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2856634.500000 Penalty: 4961.361328
	Iteration 58Q: 3 clusters Score -2856634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2856643.250000 Penalty: 4961.361328
	Iteration 59Q: 3 clusters Score -2856643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2856653.500000 Penalty: 4961.361328
	Iteration 60F: 3 clusters Score -2856654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2856646.000000 Penalty: 4961.361328
	Iteration 61Q: 3 clusters Score -2856646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2856644.000000 Penalty: 4961.361328
	Iteration 62Q: 3 clusters Score -2856644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2856645.250000 Penalty: 4961.361328
	Iteration 63Q: 3 clusters Score -2856645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2856649.750000 Penalty: 4961.361328
	Iteration 64Q: 3 clusters Score -2856650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2856645.250000 Penalty: 4961.361328
	Iteration 65Q: 3 clusters Score -2856645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2856646.250000 Penalty: 4961.361328
	Iteration 66Q: 3 clusters Score -2856646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2856646.250000 Penalty: 4961.361328
	Iteration 67F: 3 clusters Score -2856646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -187162.875000 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -187162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184946.062500 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -184946.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185546.843750 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -185546.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185877.812500 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -185877.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186335.750000 Penalty: 3685.924561
	Iteration 3F: 3 clusters Score -186335.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -186792.515625 Penalty: 3685.924561
	Iteration 4F: 3 clusters Score -186792.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -187239.593750 Penalty: 3685.924561
	Iteration 5F: 3 clusters Score -187239.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -187613.359375 Penalty: 3685.924561
	Iteration 6F: 3 clusters Score -187613.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -188016.593750 Penalty: 3685.924561
	Iteration 7F: 3 clusters Score -188016.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -188154.125000 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -188154.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -188188.593750 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -188188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -188199.406250 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -188199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -188209.875000 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -188209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -188215.062500 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -188215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -188216.593750 Penalty: 3685.924561
	Iteration 13Q: 3 clusters Score -188216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -188219.843750 Penalty: 3685.924561
	Iteration 14Q: 3 clusters Score -188219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -188219.843750 Penalty: 3685.924561
	Iteration 15F: 3 clusters Score -188219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 223737 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 195862 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
Score: -128877120.000000 Penalty: 78237.000000
Splitting cluster 16 changes total score from -128839504.000000 to -128877120.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (29933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Entering Unmasked Estep 
Score: -4238023.000000 Penalty: 2556.065918
	Iteration 0F: 2 clusters Score -4238023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4217573.500000 Penalty: 5112.131836
	Iteration 0F: 3 clusters Score -4217574 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4225259.500000 Penalty: 5112.131836
	Iteration 1F: 3 clusters Score -4225260 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4226334.000000 Penalty: 5112.131836
	Iteration 2F: 3 clusters Score -4226334 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4227559.500000 Penalty: 5112.131836
	Iteration 3F: 3 clusters Score -4227560 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4228736.000000 Penalty: 5112.131836
	Iteration 4F: 3 clusters Score -4228736 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4229902.000000 Penalty: 5112.131836
	Iteration 5F: 3 clusters Score -4229902 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4231001.000000 Penalty: 5112.131836
	Iteration 6F: 3 clusters Score -4231001 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4232021.500000 Penalty: 5112.131836
	Iteration 7F: 3 clusters Score -4232022 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4233033.500000 Penalty: 5112.131836
	Iteration 8Q: 3 clusters Score -4233034 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4234079.500000 Penalty: 5112.131836
	Iteration 9Q: 3 clusters Score -4234080 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4234992.500000 Penalty: 5112.131836
	Iteration 10Q: 3 clusters Score -4234992 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4235654.500000 Penalty: 5112.131836
	Iteration 11Q: 3 clusters Score -4235654 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4236110.000000 Penalty: 5112.131836
	Iteration 12Q: 3 clusters Score -4236110 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4236490.000000 Penalty: 5112.131836
	Iteration 13Q: 3 clusters Score -4236490 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4236805.000000 Penalty: 5112.131836
	Iteration 14Q: 3 clusters Score -4236805 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4236999.000000 Penalty: 5112.131836
	Iteration 15Q: 3 clusters Score -4236999 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4237149.500000 Penalty: 5112.131836
	Iteration 16Q: 3 clusters Score -4237150 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4237237.000000 Penalty: 5112.131836
	Iteration 17Q: 3 clusters Score -4237237 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -4237292.000000 Penalty: 5112.131836
	Iteration 18Q: 3 clusters Score -4237292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4237338.500000 Penalty: 5112.131836
	Iteration 19Q: 3 clusters Score -4237338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4237357.000000 Penalty: 5112.131836
	Iteration 20F: 3 clusters Score -4237357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4237380.000000 Penalty: 5112.131836
	Iteration 21Q: 3 clusters Score -4237380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4237383.000000 Penalty: 5112.131836
	Iteration 22Q: 3 clusters Score -4237383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4237387.500000 Penalty: 5112.131836
	Iteration 23Q: 3 clusters Score -4237388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4237402.000000 Penalty: 5112.131836
	Iteration 24Q: 3 clusters Score -4237402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4237408.500000 Penalty: 5112.131836
	Iteration 25Q: 3 clusters Score -4237408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4237419.000000 Penalty: 5112.131836
	Iteration 26Q: 3 clusters Score -4237419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4237422.000000 Penalty: 5112.131836
	Iteration 27Q: 3 clusters Score -4237422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4237421.000000 Penalty: 5112.131836
	Iteration 28Q: 3 clusters Score -4237421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4237420.000000 Penalty: 5112.131836
	Iteration 29Q: 3 clusters Score -4237420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4237417.500000 Penalty: 5112.131836
	Iteration 30Q: 3 clusters Score -4237418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4237418.500000 Penalty: 5112.131836
	Iteration 31Q: 3 clusters Score -4237418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4237417.000000 Penalty: 5112.131836
	Iteration 32Q: 3 clusters Score -4237417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4237413.000000 Penalty: 5112.131836
	Iteration 33Q: 3 clusters Score -4237413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4237420.500000 Penalty: 5112.131836
	Iteration 34Q: 3 clusters Score -4237420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4237429.500000 Penalty: 5112.131836
	Iteration 35Q: 3 clusters Score -4237430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4237423.500000 Penalty: 5112.131836
	Iteration 36Q: 3 clusters Score -4237424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4237431.000000 Penalty: 5112.131836
	Iteration 37Q: 3 clusters Score -4237431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4237439.000000 Penalty: 5112.131836
	Iteration 38Q: 3 clusters Score -4237439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4237438.500000 Penalty: 5112.131836
	Iteration 39Q: 3 clusters Score -4237438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4237439.000000 Penalty: 5112.131836
	Iteration 40F: 3 clusters Score -4237439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4237439.000000 Penalty: 5112.131836
	Iteration 41Q: 3 clusters Score -4237439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4237441.000000 Penalty: 5112.131836
	Iteration 42Q: 3 clusters Score -4237441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4237439.000000 Penalty: 5112.131836
	Iteration 43Q: 3 clusters Score -4237439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4237439.500000 Penalty: 5112.131836
	Iteration 44Q: 3 clusters Score -4237440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4237436.500000 Penalty: 5112.131836
	Iteration 45Q: 3 clusters Score -4237436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4237437.000000 Penalty: 5112.131836
	Iteration 46Q: 3 clusters Score -4237437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4237433.000000 Penalty: 5112.131836
	Iteration 47Q: 3 clusters Score -4237433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4237433.500000 Penalty: 5112.131836
	Iteration 48Q: 3 clusters Score -4237434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4237434.500000 Penalty: 5112.131836
	Iteration 49Q: 3 clusters Score -4237434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4237434.500000 Penalty: 5112.131836
	Iteration 50F: 3 clusters Score -4237434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Entering Unmasked Estep 
Score: -4536289.500000 Penalty: 2562.929443
	Iteration 0F: 2 clusters Score -4536290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4515262.000000 Penalty: 5125.858887
	Iteration 0F: 3 clusters Score -4515262 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4522934.500000 Penalty: 5125.858887
	Iteration 1F: 3 clusters Score -4522934 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4523727.000000 Penalty: 5125.858887
	Iteration 2F: 3 clusters Score -4523727 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4524552.500000 Penalty: 5125.858887
	Iteration 3F: 3 clusters Score -4524552 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4525298.500000 Penalty: 5125.858887
	Iteration 4F: 3 clusters Score -4525298 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4526002.000000 Penalty: 5125.858887
	Iteration 5Q: 3 clusters Score -4526002 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4526685.000000 Penalty: 5125.858887
	Iteration 6Q: 3 clusters Score -4526685 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4527366.000000 Penalty: 5125.858887
	Iteration 7Q: 3 clusters Score -4527366 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4528020.500000 Penalty: 5125.858887
	Iteration 8Q: 3 clusters Score -4528020 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4528640.000000 Penalty: 5125.858887
	Iteration 9Q: 3 clusters Score -4528640 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4529243.000000 Penalty: 5125.858887
	Iteration 10Q: 3 clusters Score -4529243 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4529774.500000 Penalty: 5125.858887
	Iteration 11Q: 3 clusters Score -4529774 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4530180.500000 Penalty: 5125.858887
	Iteration 12Q: 3 clusters Score -4530180 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4530560.500000 Penalty: 5125.858887
	Iteration 13Q: 3 clusters Score -4530560 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4530861.500000 Penalty: 5125.858887
	Iteration 14Q: 3 clusters Score -4530862 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4531058.000000 Penalty: 5125.858887
	Iteration 15Q: 3 clusters Score -4531058 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4531181.500000 Penalty: 5125.858887
	Iteration 16Q: 3 clusters Score -4531182 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4531292.000000 Penalty: 5125.858887
	Iteration 17Q: 3 clusters Score -4531292 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4531377.500000 Penalty: 5125.858887
	Iteration 18Q: 3 clusters Score -4531378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4531429.500000 Penalty: 5125.858887
	Iteration 19Q: 3 clusters Score -4531430 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4531451.500000 Penalty: 5125.858887
	Iteration 20F: 3 clusters Score -4531452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -4531482.500000 Penalty: 5125.858887
	Iteration 21Q: 3 clusters Score -4531482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4531507.500000 Penalty: 5125.858887
	Iteration 22Q: 3 clusters Score -4531508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4531512.500000 Penalty: 5125.858887
	Iteration 23Q: 3 clusters Score -4531512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4531526.500000 Penalty: 5125.858887
	Iteration 24Q: 3 clusters Score -4531526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4531532.000000 Penalty: 5125.858887
	Iteration 25Q: 3 clusters Score -4531532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4531533.000000 Penalty: 5125.858887
	Iteration 26Q: 3 clusters Score -4531533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4531532.000000 Penalty: 5125.858887
	Iteration 27Q: 3 clusters Score -4531532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4531533.000000 Penalty: 5125.858887
	Iteration 28Q: 3 clusters Score -4531533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4531535.500000 Penalty: 5125.858887
	Iteration 29Q: 3 clusters Score -4531536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4531539.500000 Penalty: 5125.858887
	Iteration 30Q: 3 clusters Score -4531540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4531549.000000 Penalty: 5125.858887
	Iteration 31Q: 3 clusters Score -4531549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4531548.000000 Penalty: 5125.858887
	Iteration 32Q: 3 clusters Score -4531548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -4531558.500000 Penalty: 5125.858887
	Iteration 33Q: 3 clusters Score -4531558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -4531560.500000 Penalty: 5125.858887
	Iteration 34Q: 3 clusters Score -4531560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4531560.500000 Penalty: 5125.858887
	Iteration 35Q: 3 clusters Score -4531560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4531555.500000 Penalty: 5125.858887
	Iteration 36Q: 3 clusters Score -4531556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4531554.000000 Penalty: 5125.858887
	Iteration 37Q: 3 clusters Score -4531554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4531557.000000 Penalty: 5125.858887
	Iteration 38Q: 3 clusters Score -4531557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4531559.500000 Penalty: 5125.858887
	Iteration 39Q: 3 clusters Score -4531560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4531562.500000 Penalty: 5125.858887
	Iteration 40F: 3 clusters Score -4531562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4531567.000000 Penalty: 5125.858887
	Iteration 41Q: 3 clusters Score -4531567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4531564.000000 Penalty: 5125.858887
	Iteration 42Q: 3 clusters Score -4531564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4531572.000000 Penalty: 5125.858887
	Iteration 43Q: 3 clusters Score -4531572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4531576.500000 Penalty: 5125.858887
	Iteration 44Q: 3 clusters Score -4531576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4531580.500000 Penalty: 5125.858887
	Iteration 45Q: 3 clusters Score -4531580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4531578.500000 Penalty: 5125.858887
	Iteration 46Q: 3 clusters Score -4531578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 47Q: 3 clusters Score -4531578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4531576.500000 Penalty: 5125.858887
	Iteration 48Q: 3 clusters Score -4531576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4531576.500000 Penalty: 5125.858887
	Iteration 49Q: 3 clusters Score -4531576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4531583.500000 Penalty: 5125.858887
	Iteration 50Q: 3 clusters Score -4531584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4531579.000000 Penalty: 5125.858887
	Iteration 51Q: 3 clusters Score -4531579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4531575.500000 Penalty: 5125.858887
	Iteration 52Q: 3 clusters Score -4531576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -4531573.500000 Penalty: 5125.858887
	Iteration 53Q: 3 clusters Score -4531574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4531580.000000 Penalty: 5125.858887
	Iteration 54Q: 3 clusters Score -4531580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 55Q: 3 clusters Score -4531578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4531575.500000 Penalty: 5125.858887
	Iteration 56Q: 3 clusters Score -4531576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 57Q: 3 clusters Score -4531578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4531576.500000 Penalty: 5125.858887
	Iteration 58Q: 3 clusters Score -4531576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 59Q: 3 clusters Score -4531578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4531579.500000 Penalty: 5125.858887
	Iteration 60F: 3 clusters Score -4531580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4531581.000000 Penalty: 5125.858887
	Iteration 61Q: 3 clusters Score -4531581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 62Q: 3 clusters Score -4531578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4531575.000000 Penalty: 5125.858887
	Iteration 63Q: 3 clusters Score -4531575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4531574.500000 Penalty: 5125.858887
	Iteration 64Q: 3 clusters Score -4531574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 65Q: 3 clusters Score -4531578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4531577.500000 Penalty: 5125.858887
	Iteration 66F: 3 clusters Score -4531578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (223737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223737 members 
Entering Unmasked Estep 
Score: -32612592.000000 Penalty: 3054.920166
	Iteration 0F: 2 clusters Score -3.261259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -32484620.000000 Penalty: 6109.840332
	Iteration 0F: 3 clusters Score -3.248462e+07 nChanged 107402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -32547718.000000 Penalty: 6109.840332
	Iteration 1F: 3 clusters Score -3.254772e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 123805 members 
Entering Unmasked Estep 
Score: -32549668.000000 Penalty: 6109.840332
	Iteration 2Q: 3 clusters Score -3.254967e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -32552600.000000 Penalty: 6109.840332
	Iteration 3Q: 3 clusters Score -3.25526e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -32558140.000000 Penalty: 6109.840332
	Iteration 4F: 3 clusters Score -3.255814e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 152863 members 
Entering Unmasked Estep 
Score: -32567288.000000 Penalty: 6109.840332
	Iteration 5F: 3 clusters Score -3.256729e+07 nChanged 16412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 167797 members 
Entering Unmasked Estep 
Score: -32579446.000000 Penalty: 6109.840332
	Iteration 6F: 3 clusters Score -3.257945e+07 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -32593166.000000 Penalty: 6109.840332
	Iteration 7F: 3 clusters Score -3.259317e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -32604680.000000 Penalty: 6109.840332
	Iteration 8F: 3 clusters Score -3.260468e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 201030 members 
Entering Unmasked Estep 
Score: -32612346.000000 Penalty: 6109.840332
	Iteration 9Q: 3 clusters Score -3.261235e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 207695 members 
Entering Unmasked Estep 
Score: -32615880.000000 Penalty: 6109.840332
	Iteration 10Q: 3 clusters Score -3.261588e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -32616708.000000 Penalty: 6109.840332
	Iteration 11Q: 3 clusters Score -3.261671e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 215973 members 
Entering Unmasked Estep 
Score: -32615768.000000 Penalty: 6109.840332
	Iteration 12Q: 3 clusters Score -3.261577e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 217831 members 
Entering Unmasked Estep 
Score: -32614936.000000 Penalty: 6109.840332
	Iteration 13Q: 3 clusters Score -3.261494e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 218786 members 
Entering Unmasked Estep 
Score: -32614886.000000 Penalty: 6109.840332
	Iteration 14Q: 3 clusters Score -3.261489e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 219273 members 
Entering Unmasked Estep 
Score: -32614894.000000 Penalty: 6109.840332
	Iteration 15Q: 3 clusters Score -3.261489e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 219487 members 
Entering Unmasked Estep 
Score: -32614994.000000 Penalty: 6109.840332
	Iteration 16Q: 3 clusters Score -3.261499e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -32615112.000000 Penalty: 6109.840332
	Iteration 17Q: 3 clusters Score -3.261511e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 219591 members 
Entering Unmasked Estep 
Score: -32615256.000000 Penalty: 6109.840332
	Iteration 18Q: 3 clusters Score -3.261526e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 219563 members 
Entering Unmasked Estep 
Score: -32615416.000000 Penalty: 6109.840332
	Iteration 19Q: 3 clusters Score -3.261542e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 219503 members 
Entering Unmasked Estep 
Score: -32615626.000000 Penalty: 6109.840332
	Iteration 20F: 3 clusters Score -3.261563e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 219414 members 
Entering Unmasked Estep 
Score: -32615834.000000 Penalty: 6109.840332
	Iteration 21Q: 3 clusters Score -3.261583e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 219340 members 
Entering Unmasked Estep 
Score: -32616062.000000 Penalty: 6109.840332
	Iteration 22Q: 3 clusters Score -3.261606e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 219268 members 
Entering Unmasked Estep 
Score: -32616204.000000 Penalty: 6109.840332
	Iteration 23Q: 3 clusters Score -3.26162e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 219207 members 
Entering Unmasked Estep 
Score: -32616376.000000 Penalty: 6109.840332
	Iteration 24Q: 3 clusters Score -3.261638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 219159 members 
Entering Unmasked Estep 
Score: -32616368.000000 Penalty: 6109.840332
	Iteration 25Q: 3 clusters Score -3.261637e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 219094 members 
Entering Unmasked Estep 
Score: -32616414.000000 Penalty: 6109.840332
	Iteration 26Q: 3 clusters Score -3.261641e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 219009 members 
Entering Unmasked Estep 
Score: -32616570.000000 Penalty: 6109.840332
	Iteration 27Q: 3 clusters Score -3.261657e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 218939 members 
Entering Unmasked Estep 
Score: -32616656.000000 Penalty: 6109.840332
	Iteration 28Q: 3 clusters Score -3.261666e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 218881 members 
Entering Unmasked Estep 
Score: -32616728.000000 Penalty: 6109.840332
	Iteration 29Q: 3 clusters Score -3.261673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 218817 members 
Entering Unmasked Estep 
Score: -32616812.000000 Penalty: 6109.840332
	Iteration 30Q: 3 clusters Score -3.261681e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 218757 members 
Entering Unmasked Estep 
Score: -32616898.000000 Penalty: 6109.840332
	Iteration 31Q: 3 clusters Score -3.26169e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 218701 members 
Entering Unmasked Estep 
Score: -32616984.000000 Penalty: 6109.840332
	Iteration 32Q: 3 clusters Score -3.261698e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 218658 members 
Entering Unmasked Estep 
Score: -32617056.000000 Penalty: 6109.840332
	Iteration 33Q: 3 clusters Score -3.261706e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 218613 members 
Entering Unmasked Estep 
Score: -32617104.000000 Penalty: 6109.840332
	Iteration 34Q: 3 clusters Score -3.26171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 218548 members 
Entering Unmasked Estep 
Score: -32617174.000000 Penalty: 6109.840332
	Iteration 35Q: 3 clusters Score -3.261717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 218503 members 
Entering Unmasked Estep 
Score: -32617228.000000 Penalty: 6109.840332
	Iteration 36Q: 3 clusters Score -3.261723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 218468 members 
Entering Unmasked Estep 
Score: -32617296.000000 Penalty: 6109.840332
	Iteration 37Q: 3 clusters Score -3.26173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 218431 members 
Entering Unmasked Estep 
Score: -32617336.000000 Penalty: 6109.840332
	Iteration 38Q: 3 clusters Score -3.261734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 218390 members 
Entering Unmasked Estep 
Score: -32617410.000000 Penalty: 6109.840332
	Iteration 39Q: 3 clusters Score -3.261741e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 218359 members 
Entering Unmasked Estep 
Score: -32617428.000000 Penalty: 6109.840332
	Iteration 40F: 3 clusters Score -3.261743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 218318 members 
Entering Unmasked Estep 
Score: -32617486.000000 Penalty: 6109.840332
	Iteration 41Q: 3 clusters Score -3.261749e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 218286 members 
Entering Unmasked Estep 
Score: -32617500.000000 Penalty: 6109.840332
	Iteration 42Q: 3 clusters Score -3.26175e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 218249 members 
Entering Unmasked Estep 
Score: -32617556.000000 Penalty: 6109.840332
	Iteration 43Q: 3 clusters Score -3.261756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 218220 members 
Entering Unmasked Estep 
Score: -32617618.000000 Penalty: 6109.840332
	Iteration 44Q: 3 clusters Score -3.261762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 218201 members 
Entering Unmasked Estep 
Score: -32617632.000000 Penalty: 6109.840332
	Iteration 45Q: 3 clusters Score -3.261763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 218179 members 
Entering Unmasked Estep 
Score: -32617666.000000 Penalty: 6109.840332
	Iteration 46Q: 3 clusters Score -3.261767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 218156 members 
Entering Unmasked Estep 
Score: -32617698.000000 Penalty: 6109.840332
	Iteration 47Q: 3 clusters Score -3.26177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 218134 members 
Entering Unmasked Estep 
Score: -32617702.000000 Penalty: 6109.840332
	Iteration 48Q: 3 clusters Score -3.26177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 218118 members 
Entering Unmasked Estep 
Score: -32617724.000000 Penalty: 6109.840332
	Iteration 49Q: 3 clusters Score -3.261772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 218110 members 
Entering Unmasked Estep 
Score: -32617726.000000 Penalty: 6109.840332
	Iteration 50Q: 3 clusters Score -3.261773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 218101 members 
Entering Unmasked Estep 
Score: -32617758.000000 Penalty: 6109.840332
	Iteration 51Q: 3 clusters Score -3.261776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 218086 members 
Entering Unmasked Estep 
Score: -32617774.000000 Penalty: 6109.840332
	Iteration 52Q: 3 clusters Score -3.261777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 218078 members 
Entering Unmasked Estep 
Score: -32617804.000000 Penalty: 6109.840332
	Iteration 53Q: 3 clusters Score -3.26178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 218065 members 
Entering Unmasked Estep 
Score: -32617824.000000 Penalty: 6109.840332
	Iteration 54Q: 3 clusters Score -3.261782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 218057 members 
Entering Unmasked Estep 
Score: -32617828.000000 Penalty: 6109.840332
	Iteration 55Q: 3 clusters Score -3.261783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 218052 members 
Entering Unmasked Estep 
Score: -32617844.000000 Penalty: 6109.840332
	Iteration 56Q: 3 clusters Score -3.261784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 218046 members 
Entering Unmasked Estep 
Score: -32617850.000000 Penalty: 6109.840332
	Iteration 57Q: 3 clusters Score -3.261785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 218036 members 
Entering Unmasked Estep 
Score: -32617884.000000 Penalty: 6109.840332
	Iteration 58Q: 3 clusters Score -3.261788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 218028 members 
Entering Unmasked Estep 
Score: -32617888.000000 Penalty: 6109.840332
	Iteration 59Q: 3 clusters Score -3.261789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 218021 members 
Entering Unmasked Estep 
Score: -32617882.000000 Penalty: 6109.840332
	Iteration 60F: 3 clusters Score -3.261788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 218012 members 
Entering Unmasked Estep 
Score: -32617878.000000 Penalty: 6109.840332
	Iteration 61Q: 3 clusters Score -3.261788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 218005 members 
Entering Unmasked Estep 
Score: -32617872.000000 Penalty: 6109.840332
	Iteration 62Q: 3 clusters Score -3.261787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 217998 members 
Entering Unmasked Estep 
Score: -32617894.000000 Penalty: 6109.840332
	Iteration 63Q: 3 clusters Score -3.261789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 217989 members 
Entering Unmasked Estep 
Score: -32617904.000000 Penalty: 6109.840332
	Iteration 64Q: 3 clusters Score -3.26179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 217985 members 
Entering Unmasked Estep 
Score: -32617908.000000 Penalty: 6109.840332
	Iteration 65Q: 3 clusters Score -3.261791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 217976 members 
Entering Unmasked Estep 
Score: -32617922.000000 Penalty: 6109.840332
	Iteration 66Q: 3 clusters Score -3.261792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 217973 members 
Entering Unmasked Estep 
Score: -32617922.000000 Penalty: 6109.840332
	Iteration 67Q: 3 clusters Score -3.261792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 217968 members 
Entering Unmasked Estep 
Score: -32617942.000000 Penalty: 6109.840332
	Iteration 68Q: 3 clusters Score -3.261794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 217962 members 
Entering Unmasked Estep 
Score: -32617946.000000 Penalty: 6109.840332
	Iteration 69Q: 3 clusters Score -3.261795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 217959 members 
Entering Unmasked Estep 
Score: -32617952.000000 Penalty: 6109.840332
	Iteration 70Q: 3 clusters Score -3.261795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 217958 members 
Entering Unmasked Estep 
Score: -32617974.000000 Penalty: 6109.840332
	Iteration 71Q: 3 clusters Score -3.261797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 217956 members 
Entering Unmasked Estep 
Score: -32617946.000000 Penalty: 6109.840332
	Iteration 72Q: 3 clusters Score -3.261795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -32617964.000000 Penalty: 6109.840332
	Iteration 73Q: 3 clusters Score -3.261796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 217952 members 
Entering Unmasked Estep 
Score: -32617976.000000 Penalty: 6109.840332
	Iteration 74Q: 3 clusters Score -3.261798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 217951 members 
Entering Unmasked Estep 
Score: -32617966.000000 Penalty: 6109.840332
	Iteration 75Q: 3 clusters Score -3.261797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 217949 members 
Entering Unmasked Estep 
Score: -32617974.000000 Penalty: 6109.840332
	Iteration 76Q: 3 clusters Score -3.261797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 217949 members 
Entering Unmasked Estep 
Score: -32617974.000000 Penalty: 6109.840332
	Iteration 77F: 3 clusters Score -3.261797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 6 contains 24585 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 195862 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 217949 members 
Entering Unmasked Estep 
Score: -128882728.000000 Penalty: 81638.609375
Splitting cluster 19 changes total score from -128839504.000000 to -128882728.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 38743 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 9674 members 
Mstep: Class 5 contains 30542 members 
Mstep: Class 7 contains 32647 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 55285 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 112443 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128892000.000000 Penalty: 81638.609375
Iteration 39Q: 25 clusters Score -1.28892e+08 nChanged 20886
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 39157 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 30782 members 
Mstep: Class 6 contains 26244 members 
Mstep: Class 7 contains 33355 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 55146 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 113155 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 14912 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 22291 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 29474 members 
Mstep: Class 18 contains 31314 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 195408 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1431 members 
Mstep: Class 24 contains 212956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128905192.000000 Penalty: 81638.609375
Iteration 40F: 25 clusters Score -1.289052e+08 nChanged 20246
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 39452 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 9240 members 
Mstep: Class 5 contains 29979 members 
Mstep: Class 6 contains 27108 members 
Mstep: Class 7 contains 33827 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 53430 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 111562 members 
Mstep: Class 12 contains 17513 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 21862 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 28740 members 
Mstep: Class 18 contains 31303 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 198274 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 212477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128907544.000000 Penalty: 81638.609375
Iteration 41Q: 25 clusters Score -1.289075e+08 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 39682 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 29366 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 34331 members 
Mstep: Class 8 contains 25315 members 
Mstep: Class 9 contains 52125 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 110042 members 
Mstep: Class 12 contains 18746 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 21666 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 28275 members 
Mstep: Class 18 contains 31450 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 21 contains 199768 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 212252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128908312.000000 Penalty: 81638.609375
Iteration 42Q: 25 clusters Score -1.289083e+08 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 39860 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 9171 members 
Mstep: Class 5 contains 28861 members 
Mstep: Class 6 contains 28216 members 
Mstep: Class 7 contains 34861 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 51083 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 108569 members 
Mstep: Class 12 contains 20056 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 21575 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 17 contains 27866 members 
Mstep: Class 18 contains 31816 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 200600 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 212044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128908768.000000 Penalty: 81638.609375
Iteration 43Q: 25 clusters Score -1.289088e+08 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 40020 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 28565 members 
Mstep: Class 7 contains 35368 members 
Mstep: Class 8 contains 26267 members 
Mstep: Class 9 contains 50243 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 107282 members 
Mstep: Class 12 contains 21307 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 27540 members 
Mstep: Class 18 contains 32306 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 200880 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 211867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128910200.000000 Penalty: 81638.609375
Iteration 44Q: 25 clusters Score -1.289102e+08 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 28132 members 
Mstep: Class 6 contains 28851 members 
Mstep: Class 7 contains 35854 members 
Mstep: Class 8 contains 26663 members 
Mstep: Class 9 contains 49553 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 106168 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 14059 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 21603 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 27226 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 200605 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 211805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128911320.000000 Penalty: 81638.609375
Iteration 45Q: 25 clusters Score -1.289113e+08 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 40253 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 29114 members 
Mstep: Class 7 contains 36336 members 
Mstep: Class 8 contains 26984 members 
Mstep: Class 9 contains 48982 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 105288 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 21628 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 26971 members 
Mstep: Class 18 contains 33580 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 199921 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 211762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128911880.000000 Penalty: 81638.609375
Iteration 46Q: 25 clusters Score -1.289119e+08 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 40332 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 27603 members 
Mstep: Class 6 contains 29314 members 
Mstep: Class 7 contains 36758 members 
Mstep: Class 8 contains 27246 members 
Mstep: Class 9 contains 48521 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 104555 members 
Mstep: Class 12 contains 25152 members 
Mstep: Class 13 contains 13769 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21681 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 26691 members 
Mstep: Class 18 contains 34294 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 199087 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 211713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128912776.000000 Penalty: 81638.609375
Iteration 47Q: 25 clusters Score -1.289128e+08 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 40395 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 29468 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 27493 members 
Mstep: Class 9 contains 48129 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 104108 members 
Mstep: Class 12 contains 26414 members 
Mstep: Class 13 contains 13655 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21732 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 35066 members 
Mstep: Class 19 contains 7122 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 197890 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 211614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128914216.000000 Penalty: 81638.609375
Iteration 48Q: 25 clusters Score -1.289142e+08 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 40441 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 27234 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 37458 members 
Mstep: Class 8 contains 27721 members 
Mstep: Class 9 contains 47749 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 103821 members 
Mstep: Class 12 contains 27651 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21775 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 26222 members 
Mstep: Class 18 contains 35822 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 196665 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 211451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128915736.000000 Penalty: 81638.609375
Iteration 49Q: 25 clusters Score -1.289157e+08 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 40480 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 27111 members 
Mstep: Class 6 contains 29708 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 27926 members 
Mstep: Class 9 contains 47440 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 103621 members 
Mstep: Class 12 contains 28785 members 
Mstep: Class 13 contains 13429 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21843 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 26017 members 
Mstep: Class 18 contains 36590 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 195491 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2444 members 
Mstep: Class 24 contains 211136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917008.000000 Penalty: 81638.609375
Iteration 50Q: 25 clusters Score -1.28917e+08 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 40520 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 26979 members 
Mstep: Class 6 contains 29819 members 
Mstep: Class 7 contains 38055 members 
Mstep: Class 8 contains 28063 members 
Mstep: Class 9 contains 47152 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 103587 members 
Mstep: Class 12 contains 29811 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21917 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 25838 members 
Mstep: Class 18 contains 37323 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 194415 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 210731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128918336.000000 Penalty: 81638.609375
Iteration 51Q: 25 clusters Score -1.289183e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 40561 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 8959 members 
Mstep: Class 5 contains 26872 members 
Mstep: Class 6 contains 29910 members 
Mstep: Class 7 contains 38275 members 
Mstep: Class 8 contains 28211 members 
Mstep: Class 9 contains 46853 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 103658 members 
Mstep: Class 12 contains 30729 members 
Mstep: Class 13 contains 13232 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 21980 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 38006 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 193309 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 210439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919528.000000 Penalty: 81638.609375
Iteration 52Q: 25 clusters Score -1.289195e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 40598 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 26801 members 
Mstep: Class 6 contains 29988 members 
Mstep: Class 7 contains 38483 members 
Mstep: Class 8 contains 28360 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 103800 members 
Mstep: Class 12 contains 31593 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 22054 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 25534 members 
Mstep: Class 18 contains 38660 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 192249 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2470 members 
Mstep: Class 24 contains 210030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920976.000000 Penalty: 81638.609375
Iteration 53Q: 25 clusters Score -1.28921e+08 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 40614 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 26772 members 
Mstep: Class 6 contains 30080 members 
Mstep: Class 7 contains 38686 members 
Mstep: Class 8 contains 28500 members 
Mstep: Class 9 contains 46357 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 103969 members 
Mstep: Class 12 contains 32371 members 
Mstep: Class 13 contains 13046 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22125 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 25347 members 
Mstep: Class 18 contains 39414 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 191054 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 209637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128922072.000000 Penalty: 81638.609375
Iteration 54Q: 25 clusters Score -1.289221e+08 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 8899 members 
Mstep: Class 5 contains 26804 members 
Mstep: Class 6 contains 30181 members 
Mstep: Class 7 contains 38840 members 
Mstep: Class 8 contains 28634 members 
Mstep: Class 9 contains 46171 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 104150 members 
Mstep: Class 12 contains 33055 members 
Mstep: Class 13 contains 12968 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22198 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 25190 members 
Mstep: Class 18 contains 40126 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 189796 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 209317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128922968.000000 Penalty: 81638.609375
Iteration 55Q: 25 clusters Score -1.28923e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 40645 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 8885 members 
Mstep: Class 5 contains 26849 members 
Mstep: Class 6 contains 30251 members 
Mstep: Class 7 contains 39005 members 
Mstep: Class 8 contains 28726 members 
Mstep: Class 9 contains 46011 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 104383 members 
Mstep: Class 12 contains 33648 members 
Mstep: Class 13 contains 12898 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22268 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 25070 members 
Mstep: Class 18 contains 40839 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 188398 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 209127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923816.000000 Penalty: 81638.609375
Iteration 56Q: 25 clusters Score -1.289238e+08 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 40652 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 26893 members 
Mstep: Class 6 contains 30347 members 
Mstep: Class 7 contains 39128 members 
Mstep: Class 8 contains 28827 members 
Mstep: Class 9 contains 45839 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 104591 members 
Mstep: Class 12 contains 34153 members 
Mstep: Class 13 contains 12827 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22333 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 24963 members 
Mstep: Class 18 contains 41497 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 187124 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 209011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924456.000000 Penalty: 81638.609375
Iteration 57Q: 25 clusters Score -1.289245e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 40653 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 8868 members 
Mstep: Class 5 contains 26968 members 
Mstep: Class 6 contains 30413 members 
Mstep: Class 7 contains 39266 members 
Mstep: Class 8 contains 28934 members 
Mstep: Class 9 contains 45675 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 104755 members 
Mstep: Class 12 contains 34610 members 
Mstep: Class 13 contains 12758 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 24862 members 
Mstep: Class 18 contains 42100 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 185987 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 208839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924496.000000 Penalty: 81638.609375
Iteration 58Q: 25 clusters Score -1.289245e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 40662 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 27016 members 
Mstep: Class 6 contains 30504 members 
Mstep: Class 7 contains 39402 members 
Mstep: Class 8 contains 29034 members 
Mstep: Class 9 contains 45531 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 104864 members 
Mstep: Class 12 contains 35017 members 
Mstep: Class 13 contains 12688 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22463 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 42640 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 184990 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 208724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925080.000000 Penalty: 81638.609375
Iteration 59Q: 25 clusters Score -1.289251e+08 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 27056 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 39498 members 
Mstep: Class 8 contains 29123 members 
Mstep: Class 9 contains 45401 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 104955 members 
Mstep: Class 12 contains 35357 members 
Mstep: Class 13 contains 12631 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22527 members 
Mstep: Class 16 contains 219 members 
Mstep: Class 17 contains 24710 members 
Mstep: Class 18 contains 43085 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 184067 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 208729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925520.000000 Penalty: 81638.609375
Iteration 60F: 25 clusters Score -1.289255e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 40662 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 27093 members 
Mstep: Class 6 contains 30717 members 
Mstep: Class 7 contains 39562 members 
Mstep: Class 8 contains 29142 members 
Mstep: Class 9 contains 45318 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 105103 members 
Mstep: Class 12 contains 35680 members 
Mstep: Class 13 contains 12554 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22580 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 24622 members 
Mstep: Class 18 contains 43584 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 183080 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 208691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925944.000000 Penalty: 81638.609375
Iteration 61Q: 25 clusters Score -1.289259e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 40667 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 27158 members 
Mstep: Class 6 contains 30856 members 
Mstep: Class 7 contains 39634 members 
Mstep: Class 8 contains 29167 members 
Mstep: Class 9 contains 45246 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 105245 members 
Mstep: Class 12 contains 35985 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22612 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 24553 members 
Mstep: Class 18 contains 44057 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 21 contains 182115 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 208614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926032.000000 Penalty: 81638.609375
Iteration 62Q: 25 clusters Score -1.28926e+08 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 40672 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 27228 members 
Mstep: Class 6 contains 31018 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 29190 members 
Mstep: Class 9 contains 45174 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 105389 members 
Mstep: Class 12 contains 36250 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22652 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 44496 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 181227 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 208547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926176.000000 Penalty: 81638.609375
Iteration 63Q: 25 clusters Score -1.289262e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 8813 members 
Mstep: Class 5 contains 27302 members 
Mstep: Class 6 contains 31174 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 29221 members 
Mstep: Class 9 contains 45128 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 105521 members 
Mstep: Class 12 contains 36494 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 24427 members 
Mstep: Class 18 contains 44915 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 180352 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2572 members 
Mstep: Class 24 contains 208485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926576.000000 Penalty: 81638.609375
Iteration 64Q: 25 clusters Score -1.289266e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 27358 members 
Mstep: Class 6 contains 31356 members 
Mstep: Class 7 contains 39696 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 45078 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 105645 members 
Mstep: Class 12 contains 36743 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 22785 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 24367 members 
Mstep: Class 18 contains 45333 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 179487 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 208459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926512.000000 Penalty: 81638.609375
Iteration 65Q: 25 clusters Score -1.289265e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 27412 members 
Mstep: Class 6 contains 31561 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 29316 members 
Mstep: Class 9 contains 45034 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 105721 members 
Mstep: Class 12 contains 36984 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 22842 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 24287 members 
Mstep: Class 18 contains 45701 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 178718 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 208402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926672.000000 Penalty: 81638.609375
Iteration 66Q: 25 clusters Score -1.289267e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 40656 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 8769 members 
Mstep: Class 5 contains 27446 members 
Mstep: Class 6 contains 31816 members 
Mstep: Class 7 contains 39755 members 
Mstep: Class 8 contains 29355 members 
Mstep: Class 9 contains 44965 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 105754 members 
Mstep: Class 12 contains 37236 members 
Mstep: Class 13 contains 12312 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22910 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 24199 members 
Mstep: Class 18 contains 46031 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 178150 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 208267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927104.000000 Penalty: 81638.609375
Iteration 67Q: 25 clusters Score -1.289271e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 27508 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 39754 members 
Mstep: Class 8 contains 29405 members 
Mstep: Class 9 contains 44924 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 105740 members 
Mstep: Class 12 contains 37470 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 22977 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 24106 members 
Mstep: Class 18 contains 46323 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 177677 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 208084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927480.000000 Penalty: 81638.609375
Iteration 68Q: 25 clusters Score -1.289275e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 40577 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 27548 members 
Mstep: Class 6 contains 32503 members 
Mstep: Class 7 contains 39728 members 
Mstep: Class 8 contains 29431 members 
Mstep: Class 9 contains 44879 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 105738 members 
Mstep: Class 12 contains 37677 members 
Mstep: Class 13 contains 12255 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23067 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 23983 members 
Mstep: Class 18 contains 46589 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 177278 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 207939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927760.000000 Penalty: 81638.609375
Iteration 69Q: 25 clusters Score -1.289278e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 40534 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 27568 members 
Mstep: Class 6 contains 32923 members 
Mstep: Class 7 contains 39676 members 
Mstep: Class 8 contains 29451 members 
Mstep: Class 9 contains 44819 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 105753 members 
Mstep: Class 12 contains 37858 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23174 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 23852 members 
Mstep: Class 18 contains 46856 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 176939 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 207766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927984.000000 Penalty: 81638.609375
Iteration 70Q: 25 clusters Score -1.28928e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 40480 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 8682 members 
Mstep: Class 5 contains 27600 members 
Mstep: Class 6 contains 33432 members 
Mstep: Class 7 contains 39620 members 
Mstep: Class 8 contains 29485 members 
Mstep: Class 9 contains 44784 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 105747 members 
Mstep: Class 12 contains 38016 members 
Mstep: Class 13 contains 12217 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23270 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 23720 members 
Mstep: Class 18 contains 47068 members 
Mstep: Class 19 contains 7193 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 176630 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 207607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928408.000000 Penalty: 81638.609375
Iteration 71Q: 25 clusters Score -1.289284e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 40440 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8664 members 
Mstep: Class 5 contains 27620 members 
Mstep: Class 6 contains 33982 members 
Mstep: Class 7 contains 39563 members 
Mstep: Class 8 contains 29492 members 
Mstep: Class 9 contains 44752 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 105740 members 
Mstep: Class 12 contains 38145 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23376 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23553 members 
Mstep: Class 18 contains 47226 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 176303 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 207471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929296.000000 Penalty: 81638.609375
Iteration 72Q: 25 clusters Score -1.289293e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 40397 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8643 members 
Mstep: Class 5 contains 27637 members 
Mstep: Class 6 contains 34579 members 
Mstep: Class 7 contains 39469 members 
Mstep: Class 8 contains 29497 members 
Mstep: Class 9 contains 44726 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 105763 members 
Mstep: Class 12 contains 38276 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23483 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23366 members 
Mstep: Class 18 contains 47385 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 175925 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 207387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930440.000000 Penalty: 81638.609375
Iteration 73Q: 25 clusters Score -1.289304e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 40358 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8621 members 
Mstep: Class 5 contains 27672 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 39393 members 
Mstep: Class 8 contains 29506 members 
Mstep: Class 9 contains 44700 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 105752 members 
Mstep: Class 12 contains 38377 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23551 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23209 members 
Mstep: Class 18 contains 47551 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 175464 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 207349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931192.000000 Penalty: 81638.609375
Iteration 74Q: 25 clusters Score -1.289312e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 40318 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8611 members 
Mstep: Class 5 contains 27693 members 
Mstep: Class 6 contains 35751 members 
Mstep: Class 7 contains 39297 members 
Mstep: Class 8 contains 29514 members 
Mstep: Class 9 contains 44650 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 105734 members 
Mstep: Class 12 contains 38463 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 23598 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23101 members 
Mstep: Class 18 contains 47714 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 175075 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 207265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931840.000000 Penalty: 81638.609375
Iteration 75Q: 25 clusters Score -1.289318e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 40287 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 27718 members 
Mstep: Class 6 contains 36242 members 
Mstep: Class 7 contains 39175 members 
Mstep: Class 8 contains 29522 members 
Mstep: Class 9 contains 44618 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 105664 members 
Mstep: Class 12 contains 38537 members 
Mstep: Class 13 contains 12150 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23659 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23097 members 
Mstep: Class 18 contains 47814 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 174780 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 207189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933152.000000 Penalty: 81638.609375
Iteration 76Q: 25 clusters Score -1.289332e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40264 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 27741 members 
Mstep: Class 6 contains 36615 members 
Mstep: Class 7 contains 39039 members 
Mstep: Class 8 contains 29534 members 
Mstep: Class 9 contains 44576 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 105613 members 
Mstep: Class 12 contains 38644 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23673 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23149 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 174577 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2759 members 
Mstep: Class 24 contains 207061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934232.000000 Penalty: 81638.609375
Iteration 77Q: 25 clusters Score -1.289342e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 40242 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 27756 members 
Mstep: Class 6 contains 36864 members 
Mstep: Class 7 contains 38910 members 
Mstep: Class 8 contains 29544 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105582 members 
Mstep: Class 12 contains 38738 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23703 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 47982 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 174317 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 206983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934856.000000 Penalty: 81638.609375
Iteration 78Q: 25 clusters Score -1.289349e+08 nChanged 2571
Entering ConstructFrom: 
Score: -128934856.000000 Penalty: 81638.609375
Entering ConstructFrom: 
Trying to split cluster 1 (22580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Entering Unmasked Estep 
Score: -3203964.000000 Penalty: 2486.155518
	Iteration 0F: 2 clusters Score -3203964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3188346.000000 Penalty: 4972.311035
	Iteration 0F: 3 clusters Score -3188346 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3193744.750000 Penalty: 4972.311035
	Iteration 1F: 3 clusters Score -3193745 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3194508.000000 Penalty: 4972.311035
	Iteration 2F: 3 clusters Score -3194508 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3195351.000000 Penalty: 4972.311035
	Iteration 3F: 3 clusters Score -3195351 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3196260.500000 Penalty: 4972.311035
	Iteration 4F: 3 clusters Score -3196260 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3197132.500000 Penalty: 4972.311035
	Iteration 5F: 3 clusters Score -3197132 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3197894.000000 Penalty: 4972.311035
	Iteration 6F: 3 clusters Score -3197894 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3198466.250000 Penalty: 4972.311035
	Iteration 7F: 3 clusters Score -3198466 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3198867.250000 Penalty: 4972.311035
	Iteration 8Q: 3 clusters Score -3198867 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3199126.250000 Penalty: 4972.311035
	Iteration 9Q: 3 clusters Score -3199126 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3199280.250000 Penalty: 4972.311035
	Iteration 10Q: 3 clusters Score -3199280 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3199384.000000 Penalty: 4972.311035
	Iteration 11Q: 3 clusters Score -3199384 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3199468.500000 Penalty: 4972.311035
	Iteration 12Q: 3 clusters Score -3199468 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3199549.250000 Penalty: 4972.311035
	Iteration 13Q: 3 clusters Score -3199549 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3199612.000000 Penalty: 4972.311035
	Iteration 14Q: 3 clusters Score -3199612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3199669.000000 Penalty: 4972.311035
	Iteration 15Q: 3 clusters Score -3199669 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3199723.250000 Penalty: 4972.311035
	Iteration 16Q: 3 clusters Score -3199723 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3199772.000000 Penalty: 4972.311035
	Iteration 17Q: 3 clusters Score -3199772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3199830.500000 Penalty: 4972.311035
	Iteration 18Q: 3 clusters Score -3199830 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3199891.250000 Penalty: 4972.311035
	Iteration 19Q: 3 clusters Score -3199891 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3199934.750000 Penalty: 4972.311035
	Iteration 20F: 3 clusters Score -3199935 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3199983.750000 Penalty: 4972.311035
	Iteration 21Q: 3 clusters Score -3199984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3200026.250000 Penalty: 4972.311035
	Iteration 22Q: 3 clusters Score -3200026 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3200098.000000 Penalty: 4972.311035
	Iteration 23Q: 3 clusters Score -3200098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3200159.500000 Penalty: 4972.311035
	Iteration 24Q: 3 clusters Score -3200160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3200226.500000 Penalty: 4972.311035
	Iteration 25Q: 3 clusters Score -3200226 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3200280.250000 Penalty: 4972.311035
	Iteration 26Q: 3 clusters Score -3200280 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3200359.500000 Penalty: 4972.311035
	Iteration 27Q: 3 clusters Score -3200360 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3200419.750000 Penalty: 4972.311035
	Iteration 28Q: 3 clusters Score -3200420 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3200437.500000 Penalty: 4972.311035
	Iteration 29Q: 3 clusters Score -3200438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3200501.750000 Penalty: 4972.311035
	Iteration 30Q: 3 clusters Score -3200502 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3200558.750000 Penalty: 4972.311035
	Iteration 31Q: 3 clusters Score -3200559 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3200609.500000 Penalty: 4972.311035
	Iteration 32Q: 3 clusters Score -3200610 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3200669.750000 Penalty: 4972.311035
	Iteration 33Q: 3 clusters Score -3200670 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3200708.500000 Penalty: 4972.311035
	Iteration 34Q: 3 clusters Score -3200708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3200779.000000 Penalty: 4972.311035
	Iteration 35Q: 3 clusters Score -3200779 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3200829.750000 Penalty: 4972.311035
	Iteration 36Q: 3 clusters Score -3200830 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3200887.500000 Penalty: 4972.311035
	Iteration 37Q: 3 clusters Score -3200888 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3200940.250000 Penalty: 4972.311035
	Iteration 38Q: 3 clusters Score -3200940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3200997.250000 Penalty: 4972.311035
	Iteration 39Q: 3 clusters Score -3200997 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3201054.000000 Penalty: 4972.311035
	Iteration 40F: 3 clusters Score -3201054 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3201094.000000 Penalty: 4972.311035
	Iteration 41Q: 3 clusters Score -3201094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3201131.250000 Penalty: 4972.311035
	Iteration 42Q: 3 clusters Score -3201131 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3201182.000000 Penalty: 4972.311035
	Iteration 43Q: 3 clusters Score -3201182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3201235.000000 Penalty: 4972.311035
	Iteration 44Q: 3 clusters Score -3201235 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3201314.250000 Penalty: 4972.311035
	Iteration 45Q: 3 clusters Score -3201314 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3201390.000000 Penalty: 4972.311035
	Iteration 46Q: 3 clusters Score -3201390 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3201463.750000 Penalty: 4972.311035
	Iteration 47Q: 3 clusters Score -3201464 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3201513.250000 Penalty: 4972.311035
	Iteration 48Q: 3 clusters Score -3201513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3201564.000000 Penalty: 4972.311035
	Iteration 49Q: 3 clusters Score -3201564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3201621.750000 Penalty: 4972.311035
	Iteration 50Q: 3 clusters Score -3201622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3201653.750000 Penalty: 4972.311035
	Iteration 51Q: 3 clusters Score -3201654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3201699.250000 Penalty: 4972.311035
	Iteration 52Q: 3 clusters Score -3201699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3201758.750000 Penalty: 4972.311035
	Iteration 53Q: 3 clusters Score -3201759 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3201806.250000 Penalty: 4972.311035
	Iteration 54Q: 3 clusters Score -3201806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3201838.250000 Penalty: 4972.311035
	Iteration 55Q: 3 clusters Score -3201838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3201887.000000 Penalty: 4972.311035
	Iteration 56Q: 3 clusters Score -3201887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3201936.250000 Penalty: 4972.311035
	Iteration 57Q: 3 clusters Score -3201936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3201984.000000 Penalty: 4972.311035
	Iteration 58Q: 3 clusters Score -3201984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3202014.250000 Penalty: 4972.311035
	Iteration 59Q: 3 clusters Score -3202014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3202031.750000 Penalty: 4972.311035
	Iteration 60F: 3 clusters Score -3202032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3202057.250000 Penalty: 4972.311035
	Iteration 61Q: 3 clusters Score -3202057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3202076.000000 Penalty: 4972.311035
	Iteration 62Q: 3 clusters Score -3202076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3202101.000000 Penalty: 4972.311035
	Iteration 63Q: 3 clusters Score -3202101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3202121.250000 Penalty: 4972.311035
	Iteration 64Q: 3 clusters Score -3202121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3202133.250000 Penalty: 4972.311035
	Iteration 65Q: 3 clusters Score -3202133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3202143.250000 Penalty: 4972.311035
	Iteration 66Q: 3 clusters Score -3202143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3202152.750000 Penalty: 4972.311035
	Iteration 67Q: 3 clusters Score -3202153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3202153.500000 Penalty: 4972.311035
	Iteration 68Q: 3 clusters Score -3202154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3202157.000000 Penalty: 4972.311035
	Iteration 69Q: 3 clusters Score -3202157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3202156.250000 Penalty: 4972.311035
	Iteration 70Q: 3 clusters Score -3202156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3202156.750000 Penalty: 4972.311035
	Iteration 71Q: 3 clusters Score -3202157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3202160.250000 Penalty: 4972.311035
	Iteration 72Q: 3 clusters Score -3202160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3202160.500000 Penalty: 4972.311035
	Iteration 73Q: 3 clusters Score -3202160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3202162.750000 Penalty: 4972.311035
	Iteration 74Q: 3 clusters Score -3202163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3202158.250000 Penalty: 4972.311035
	Iteration 75Q: 3 clusters Score -3202158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3202158.500000 Penalty: 4972.311035
	Iteration 76Q: 3 clusters Score -3202158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3202158.250000 Penalty: 4972.311035
	Iteration 77Q: 3 clusters Score -3202158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3202157.250000 Penalty: 4972.311035
	Iteration 78Q: 3 clusters Score -3202157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3202155.750000 Penalty: 4972.311035
	Iteration 79Q: 3 clusters Score -3202156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3202155.750000 Penalty: 4972.311035
	Iteration 80F: 3 clusters Score -3202156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Entering Unmasked Estep 
Score: -5751728.000000 Penalty: 2629.245361
	Iteration 0F: 2 clusters Score -5751728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5724654.000000 Penalty: 5258.490723
	Iteration 0F: 3 clusters Score -5724654 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5734766.500000 Penalty: 5258.490723
	Iteration 1F: 3 clusters Score -5734766 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -5735696.000000 Penalty: 5258.490723
	Iteration 2Q: 3 clusters Score -5735696 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -5736815.500000 Penalty: 5258.490723
	Iteration 3F: 3 clusters Score -5736816 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5738324.000000 Penalty: 5258.490723
	Iteration 4F: 3 clusters Score -5738324 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5740177.000000 Penalty: 5258.490723
	Iteration 5F: 3 clusters Score -5740177 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5742155.500000 Penalty: 5258.490723
	Iteration 6F: 3 clusters Score -5742156 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5743850.500000 Penalty: 5258.490723
	Iteration 7F: 3 clusters Score -5743850 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5745168.000000 Penalty: 5258.490723
	Iteration 8F: 3 clusters Score -5745168 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5746112.500000 Penalty: 5258.490723
	Iteration 9Q: 3 clusters Score -5746112 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5746863.500000 Penalty: 5258.490723
	Iteration 10Q: 3 clusters Score -5746864 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5747430.500000 Penalty: 5258.490723
	Iteration 11Q: 3 clusters Score -5747430 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5747893.500000 Penalty: 5258.490723
	Iteration 12Q: 3 clusters Score -5747894 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5748256.000000 Penalty: 5258.490723
	Iteration 13Q: 3 clusters Score -5748256 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5748544.500000 Penalty: 5258.490723
	Iteration 14Q: 3 clusters Score -5748544 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5748797.000000 Penalty: 5258.490723
	Iteration 15Q: 3 clusters Score -5748797 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5748978.500000 Penalty: 5258.490723
	Iteration 16Q: 3 clusters Score -5748978 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5749103.500000 Penalty: 5258.490723
	Iteration 17Q: 3 clusters Score -5749104 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5749215.500000 Penalty: 5258.490723
	Iteration 18Q: 3 clusters Score -5749216 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5749304.000000 Penalty: 5258.490723
	Iteration 19Q: 3 clusters Score -5749304 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5749324.500000 Penalty: 5258.490723
	Iteration 20F: 3 clusters Score -5749324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5749361.500000 Penalty: 5258.490723
	Iteration 21Q: 3 clusters Score -5749362 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5749375.500000 Penalty: 5258.490723
	Iteration 22Q: 3 clusters Score -5749376 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5749389.000000 Penalty: 5258.490723
	Iteration 23Q: 3 clusters Score -5749389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5749413.000000 Penalty: 5258.490723
	Iteration 24Q: 3 clusters Score -5749413 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5749417.500000 Penalty: 5258.490723
	Iteration 25Q: 3 clusters Score -5749418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5749438.500000 Penalty: 5258.490723
	Iteration 26Q: 3 clusters Score -5749438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -5749452.000000 Penalty: 5258.490723
	Iteration 27Q: 3 clusters Score -5749452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -5749457.500000 Penalty: 5258.490723
	Iteration 28Q: 3 clusters Score -5749458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5749462.000000 Penalty: 5258.490723
	Iteration 29Q: 3 clusters Score -5749462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5749474.500000 Penalty: 5258.490723
	Iteration 30Q: 3 clusters Score -5749474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5749480.500000 Penalty: 5258.490723
	Iteration 31Q: 3 clusters Score -5749480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5749485.000000 Penalty: 5258.490723
	Iteration 32Q: 3 clusters Score -5749485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5749501.000000 Penalty: 5258.490723
	Iteration 33Q: 3 clusters Score -5749501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5749513.000000 Penalty: 5258.490723
	Iteration 34Q: 3 clusters Score -5749513 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5749505.500000 Penalty: 5258.490723
	Iteration 35Q: 3 clusters Score -5749506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -5749510.500000 Penalty: 5258.490723
	Iteration 36Q: 3 clusters Score -5749510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5749519.000000 Penalty: 5258.490723
	Iteration 37Q: 3 clusters Score -5749519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5749538.000000 Penalty: 5258.490723
	Iteration 38Q: 3 clusters Score -5749538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5749559.000000 Penalty: 5258.490723
	Iteration 39Q: 3 clusters Score -5749559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5749571.000000 Penalty: 5258.490723
	Iteration 40F: 3 clusters Score -5749571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5749611.000000 Penalty: 5258.490723
	Iteration 41Q: 3 clusters Score -5749611 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5749646.000000 Penalty: 5258.490723
	Iteration 42Q: 3 clusters Score -5749646 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5749684.500000 Penalty: 5258.490723
	Iteration 43Q: 3 clusters Score -5749684 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5749727.000000 Penalty: 5258.490723
	Iteration 44Q: 3 clusters Score -5749727 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5749776.000000 Penalty: 5258.490723
	Iteration 45Q: 3 clusters Score -5749776 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5749844.500000 Penalty: 5258.490723
	Iteration 46Q: 3 clusters Score -5749844 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5749900.000000 Penalty: 5258.490723
	Iteration 47Q: 3 clusters Score -5749900 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -5749962.500000 Penalty: 5258.490723
	Iteration 48Q: 3 clusters Score -5749962 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5750025.000000 Penalty: 5258.490723
	Iteration 49Q: 3 clusters Score -5750025 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5750121.500000 Penalty: 5258.490723
	Iteration 50Q: 3 clusters Score -5750122 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -5750218.500000 Penalty: 5258.490723
	Iteration 51Q: 3 clusters Score -5750218 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -5750292.500000 Penalty: 5258.490723
	Iteration 52Q: 3 clusters Score -5750292 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5750372.000000 Penalty: 5258.490723
	Iteration 53Q: 3 clusters Score -5750372 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -5750460.000000 Penalty: 5258.490723
	Iteration 54Q: 3 clusters Score -5750460 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -5750529.500000 Penalty: 5258.490723
	Iteration 55Q: 3 clusters Score -5750530 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5750572.500000 Penalty: 5258.490723
	Iteration 56Q: 3 clusters Score -5750572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5750614.500000 Penalty: 5258.490723
	Iteration 57Q: 3 clusters Score -5750614 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5750659.000000 Penalty: 5258.490723
	Iteration 58Q: 3 clusters Score -5750659 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5750709.500000 Penalty: 5258.490723
	Iteration 59Q: 3 clusters Score -5750710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5750740.000000 Penalty: 5258.490723
	Iteration 60F: 3 clusters Score -5750740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -5750760.000000 Penalty: 5258.490723
	Iteration 61Q: 3 clusters Score -5750760 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5750781.000000 Penalty: 5258.490723
	Iteration 62Q: 3 clusters Score -5750781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5750805.500000 Penalty: 5258.490723
	Iteration 63Q: 3 clusters Score -5750806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -5750831.500000 Penalty: 5258.490723
	Iteration 64Q: 3 clusters Score -5750832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5750854.000000 Penalty: 5258.490723
	Iteration 65Q: 3 clusters Score -5750854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -5750864.500000 Penalty: 5258.490723
	Iteration 66Q: 3 clusters Score -5750864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -5750875.500000 Penalty: 5258.490723
	Iteration 67Q: 3 clusters Score -5750876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5750898.500000 Penalty: 5258.490723
	Iteration 68Q: 3 clusters Score -5750898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5750904.000000 Penalty: 5258.490723
	Iteration 69Q: 3 clusters Score -5750904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5750897.500000 Penalty: 5258.490723
	Iteration 70Q: 3 clusters Score -5750898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5750900.000000 Penalty: 5258.490723
	Iteration 71Q: 3 clusters Score -5750900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5750901.500000 Penalty: 5258.490723
	Iteration 72Q: 3 clusters Score -5750902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -5750903.000000 Penalty: 5258.490723
	Iteration 73Q: 3 clusters Score -5750903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5750911.000000 Penalty: 5258.490723
	Iteration 74Q: 3 clusters Score -5750911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5750917.000000 Penalty: 5258.490723
	Iteration 75Q: 3 clusters Score -5750917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -5750912.000000 Penalty: 5258.490723
	Iteration 76Q: 3 clusters Score -5750912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5750920.000000 Penalty: 5258.490723
	Iteration 77Q: 3 clusters Score -5750920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5750918.500000 Penalty: 5258.490723
	Iteration 78Q: 3 clusters Score -5750918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -5750914.000000 Penalty: 5258.490723
	Iteration 79Q: 3 clusters Score -5750914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5750916.000000 Penalty: 5258.490723
	Iteration 80F: 3 clusters Score -5750916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5750915.000000 Penalty: 5258.490723
	Iteration 81Q: 3 clusters Score -5750915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5750922.500000 Penalty: 5258.490723
	Iteration 82Q: 3 clusters Score -5750922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5750921.500000 Penalty: 5258.490723
	Iteration 83Q: 3 clusters Score -5750922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5750920.500000 Penalty: 5258.490723
	Iteration 84Q: 3 clusters Score -5750920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5750925.500000 Penalty: 5258.490723
	Iteration 85Q: 3 clusters Score -5750926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5750926.000000 Penalty: 5258.490723
	Iteration 86Q: 3 clusters Score -5750926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5750928.000000 Penalty: 5258.490723
	Iteration 87Q: 3 clusters Score -5750928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5750925.500000 Penalty: 5258.490723
	Iteration 88Q: 3 clusters Score -5750926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5750925.500000 Penalty: 5258.490723
	Iteration 89Q: 3 clusters Score -5750926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5750922.500000 Penalty: 5258.490723
	Iteration 90Q: 3 clusters Score -5750922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5750925.000000 Penalty: 5258.490723
	Iteration 91Q: 3 clusters Score -5750925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5750924.000000 Penalty: 5258.490723
	Iteration 92Q: 3 clusters Score -5750924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5750926.500000 Penalty: 5258.490723
	Iteration 93Q: 3 clusters Score -5750926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5750923.500000 Penalty: 5258.490723
	Iteration 94Q: 3 clusters Score -5750924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5750922.000000 Penalty: 5258.490723
	Iteration 95Q: 3 clusters Score -5750922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5750922.000000 Penalty: 5258.490723
	Iteration 96Q: 3 clusters Score -5750922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5750921.000000 Penalty: 5258.490723
	Iteration 97Q: 3 clusters Score -5750921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5750924.000000 Penalty: 5258.490723
	Iteration 98Q: 3 clusters Score -5750924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5750924.000000 Penalty: 5258.490723
	Iteration 99F: 3 clusters Score -5750924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -366349.812500 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -366349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363397.000000 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -363397 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363919.625000 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -363919.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -364062.062500 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -364062.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -364131.812500 Penalty: 3883.299316
	Iteration 3Q: 3 clusters Score -364131.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364173.093750 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -364173.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -364200.312500 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -364200.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -364216.750000 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -364216.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -364231.625000 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -364231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -364247.750000 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -364247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -364256.781250 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -364256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -364264.031250 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -364264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -364270.125000 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -364270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -364273.093750 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -364273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -364273.500000 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -364273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -364273.500000 Penalty: 3883.299316
	Iteration 14F: 3 clusters Score -364273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -1155110.250000 Penalty: 2245.864746
	Iteration 0F: 2 clusters Score -1155110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1148350.625000 Penalty: 4491.729492
	Iteration 0F: 3 clusters Score -1148351 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1150635.000000 Penalty: 4491.729492
	Iteration 1F: 3 clusters Score -1150635 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1151257.000000 Penalty: 4491.729492
	Iteration 2F: 3 clusters Score -1151257 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1151719.375000 Penalty: 4491.729492
	Iteration 3F: 3 clusters Score -1151719 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1152076.750000 Penalty: 4491.729492
	Iteration 4F: 3 clusters Score -1152077 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1152376.250000 Penalty: 4491.729492
	Iteration 5F: 3 clusters Score -1152376 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1152624.125000 Penalty: 4491.729492
	Iteration 6Q: 3 clusters Score -1152624 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1152846.750000 Penalty: 4491.729492
	Iteration 7Q: 3 clusters Score -1152847 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1153080.000000 Penalty: 4491.729492
	Iteration 8Q: 3 clusters Score -1153080 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1153333.375000 Penalty: 4491.729492
	Iteration 9Q: 3 clusters Score -1153333 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1153541.875000 Penalty: 4491.729492
	Iteration 10Q: 3 clusters Score -1153542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1153721.750000 Penalty: 4491.729492
	Iteration 11Q: 3 clusters Score -1153722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1153829.875000 Penalty: 4491.729492
	Iteration 12Q: 3 clusters Score -1153830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1153894.500000 Penalty: 4491.729492
	Iteration 13Q: 3 clusters Score -1153894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1153935.875000 Penalty: 4491.729492
	Iteration 14Q: 3 clusters Score -1153936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1153963.125000 Penalty: 4491.729492
	Iteration 15Q: 3 clusters Score -1153963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1153979.750000 Penalty: 4491.729492
	Iteration 16Q: 3 clusters Score -1153980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1153999.875000 Penalty: 4491.729492
	Iteration 17Q: 3 clusters Score -1154000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1154007.750000 Penalty: 4491.729492
	Iteration 18Q: 3 clusters Score -1154008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1154016.625000 Penalty: 4491.729492
	Iteration 19Q: 3 clusters Score -1154017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1154026.125000 Penalty: 4491.729492
	Iteration 20F: 3 clusters Score -1154026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1154035.250000 Penalty: 4491.729492
	Iteration 21Q: 3 clusters Score -1154035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1154041.250000 Penalty: 4491.729492
	Iteration 22Q: 3 clusters Score -1154041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1154048.750000 Penalty: 4491.729492
	Iteration 23Q: 3 clusters Score -1154049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1154051.250000 Penalty: 4491.729492
	Iteration 24Q: 3 clusters Score -1154051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1154057.625000 Penalty: 4491.729492
	Iteration 25Q: 3 clusters Score -1154058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1154065.625000 Penalty: 4491.729492
	Iteration 26Q: 3 clusters Score -1154066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1154068.500000 Penalty: 4491.729492
	Iteration 27Q: 3 clusters Score -1154068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1154072.625000 Penalty: 4491.729492
	Iteration 28Q: 3 clusters Score -1154073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1154081.750000 Penalty: 4491.729492
	Iteration 29Q: 3 clusters Score -1154082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1154079.875000 Penalty: 4491.729492
	Iteration 30Q: 3 clusters Score -1154080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1154081.500000 Penalty: 4491.729492
	Iteration 31Q: 3 clusters Score -1154082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1154084.000000 Penalty: 4491.729492
	Iteration 32Q: 3 clusters Score -1154084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1154087.875000 Penalty: 4491.729492
	Iteration 33Q: 3 clusters Score -1154088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1154088.625000 Penalty: 4491.729492
	Iteration 34Q: 3 clusters Score -1154089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1154089.000000 Penalty: 4491.729492
	Iteration 35Q: 3 clusters Score -1154089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1154089.875000 Penalty: 4491.729492
	Iteration 36Q: 3 clusters Score -1154090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1154088.500000 Penalty: 4491.729492
	Iteration 37Q: 3 clusters Score -1154088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1154088.875000 Penalty: 4491.729492
	Iteration 38Q: 3 clusters Score -1154089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1154089.500000 Penalty: 4491.729492
	Iteration 39Q: 3 clusters Score -1154090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1154090.500000 Penalty: 4491.729492
	Iteration 40F: 3 clusters Score -1154090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Entering Unmasked Estep 
Score: -4111615.750000 Penalty: 2537.509033
	Iteration 0F: 2 clusters Score -4111616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4092528.750000 Penalty: 5075.018066
	Iteration 0F: 3 clusters Score -4092529 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4099240.500000 Penalty: 5075.018066
	Iteration 1F: 3 clusters Score -4099240 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4099656.000000 Penalty: 5075.018066
	Iteration 2Q: 3 clusters Score -4099656 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4100016.500000 Penalty: 5075.018066
	Iteration 3Q: 3 clusters Score -4100016 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4100351.000000 Penalty: 5075.018066
	Iteration 4Q: 3 clusters Score -4100351 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4100658.750000 Penalty: 5075.018066
	Iteration 5Q: 3 clusters Score -4100659 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4100964.500000 Penalty: 5075.018066
	Iteration 6Q: 3 clusters Score -4100964 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4101319.250000 Penalty: 5075.018066
	Iteration 7Q: 3 clusters Score -4101319 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4101669.250000 Penalty: 5075.018066
	Iteration 8Q: 3 clusters Score -4101669 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4102049.250000 Penalty: 5075.018066
	Iteration 9Q: 3 clusters Score -4102049 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4102507.750000 Penalty: 5075.018066
	Iteration 10Q: 3 clusters Score -4102508 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4103099.000000 Penalty: 5075.018066
	Iteration 11Q: 3 clusters Score -4103099 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4103790.500000 Penalty: 5075.018066
	Iteration 12Q: 3 clusters Score -4103790 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4104430.250000 Penalty: 5075.018066
	Iteration 13Q: 3 clusters Score -4104430 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -4105129.000000 Penalty: 5075.018066
	Iteration 14Q: 3 clusters Score -4105129 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4105776.750000 Penalty: 5075.018066
	Iteration 15Q: 3 clusters Score -4105777 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4106423.250000 Penalty: 5075.018066
	Iteration 16Q: 3 clusters Score -4106423 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4106953.250000 Penalty: 5075.018066
	Iteration 17Q: 3 clusters Score -4106953 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4107354.250000 Penalty: 5075.018066
	Iteration 18Q: 3 clusters Score -4107354 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4107708.750000 Penalty: 5075.018066
	Iteration 19Q: 3 clusters Score -4107709 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4107982.750000 Penalty: 5075.018066
	Iteration 20F: 3 clusters Score -4107983 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4108229.250000 Penalty: 5075.018066
	Iteration 21Q: 3 clusters Score -4108229 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -4108425.000000 Penalty: 5075.018066
	Iteration 22Q: 3 clusters Score -4108425 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4108577.750000 Penalty: 5075.018066
	Iteration 23Q: 3 clusters Score -4108578 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4108692.250000 Penalty: 5075.018066
	Iteration 24Q: 3 clusters Score -4108692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4108785.000000 Penalty: 5075.018066
	Iteration 25Q: 3 clusters Score -4108785 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -4108892.500000 Penalty: 5075.018066
	Iteration 26Q: 3 clusters Score -4108892 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4108969.750000 Penalty: 5075.018066
	Iteration 27Q: 3 clusters Score -4108970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4109043.500000 Penalty: 5075.018066
	Iteration 28Q: 3 clusters Score -4109044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4109109.250000 Penalty: 5075.018066
	Iteration 29Q: 3 clusters Score -4109109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -4109156.250000 Penalty: 5075.018066
	Iteration 30Q: 3 clusters Score -4109156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4109203.000000 Penalty: 5075.018066
	Iteration 31Q: 3 clusters Score -4109203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4109238.250000 Penalty: 5075.018066
	Iteration 32Q: 3 clusters Score -4109238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4109262.500000 Penalty: 5075.018066
	Iteration 33Q: 3 clusters Score -4109262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4109286.500000 Penalty: 5075.018066
	Iteration 34Q: 3 clusters Score -4109286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4109307.500000 Penalty: 5075.018066
	Iteration 35Q: 3 clusters Score -4109308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4109323.000000 Penalty: 5075.018066
	Iteration 36Q: 3 clusters Score -4109323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4109326.750000 Penalty: 5075.018066
	Iteration 37Q: 3 clusters Score -4109327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4109342.500000 Penalty: 5075.018066
	Iteration 38Q: 3 clusters Score -4109342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -4109349.750000 Penalty: 5075.018066
	Iteration 39Q: 3 clusters Score -4109350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4109353.250000 Penalty: 5075.018066
	Iteration 40F: 3 clusters Score -4109353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4109356.750000 Penalty: 5075.018066
	Iteration 41Q: 3 clusters Score -4109357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4109355.750000 Penalty: 5075.018066
	Iteration 42Q: 3 clusters Score -4109356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4109358.750000 Penalty: 5075.018066
	Iteration 43Q: 3 clusters Score -4109359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4109358.750000 Penalty: 5075.018066
	Iteration 44F: 3 clusters Score -4109359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Entering Unmasked Estep 
Score: -5336110.500000 Penalty: 2608.925537
	Iteration 0F: 2 clusters Score -5336110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5310786.000000 Penalty: 5217.851074
	Iteration 0F: 3 clusters Score -5310786 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5320359.500000 Penalty: 5217.851074
	Iteration 1F: 3 clusters Score -5320360 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5321030.500000 Penalty: 5217.851074
	Iteration 2Q: 3 clusters Score -5321030 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5321967.500000 Penalty: 5217.851074
	Iteration 3F: 3 clusters Score -5321968 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5323420.500000 Penalty: 5217.851074
	Iteration 4F: 3 clusters Score -5323420 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5325744.000000 Penalty: 5217.851074
	Iteration 5F: 3 clusters Score -5325744 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5328663.000000 Penalty: 5217.851074
	Iteration 6F: 3 clusters Score -5328663 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -5331565.000000 Penalty: 5217.851074
	Iteration 7F: 3 clusters Score -5331565 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -5333671.000000 Penalty: 5217.851074
	Iteration 8F: 3 clusters Score -5333671 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -5335084.000000 Penalty: 5217.851074
	Iteration 9Q: 3 clusters Score -5335084 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5335780.000000 Penalty: 5217.851074
	Iteration 10Q: 3 clusters Score -5335780 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5336042.000000 Penalty: 5217.851074
	Iteration 11Q: 3 clusters Score -5336042 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5336193.500000 Penalty: 5217.851074
	Iteration 12Q: 3 clusters Score -5336194 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5336289.500000 Penalty: 5217.851074
	Iteration 13Q: 3 clusters Score -5336290 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5336371.500000 Penalty: 5217.851074
	Iteration 14Q: 3 clusters Score -5336372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5336414.500000 Penalty: 5217.851074
	Iteration 15Q: 3 clusters Score -5336414 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5336439.500000 Penalty: 5217.851074
	Iteration 16Q: 3 clusters Score -5336440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5336483.000000 Penalty: 5217.851074
	Iteration 17Q: 3 clusters Score -5336483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5336527.000000 Penalty: 5217.851074
	Iteration 18Q: 3 clusters Score -5336527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5336528.000000 Penalty: 5217.851074
	Iteration 19Q: 3 clusters Score -5336528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5336545.500000 Penalty: 5217.851074
	Iteration 20F: 3 clusters Score -5336546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5336556.000000 Penalty: 5217.851074
	Iteration 21Q: 3 clusters Score -5336556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5336580.000000 Penalty: 5217.851074
	Iteration 22Q: 3 clusters Score -5336580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5336589.000000 Penalty: 5217.851074
	Iteration 23Q: 3 clusters Score -5336589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5336593.000000 Penalty: 5217.851074
	Iteration 24Q: 3 clusters Score -5336593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5336600.500000 Penalty: 5217.851074
	Iteration 25Q: 3 clusters Score -5336600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5336601.500000 Penalty: 5217.851074
	Iteration 26Q: 3 clusters Score -5336602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5336603.000000 Penalty: 5217.851074
	Iteration 27Q: 3 clusters Score -5336603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5336602.500000 Penalty: 5217.851074
	Iteration 28Q: 3 clusters Score -5336602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5336595.500000 Penalty: 5217.851074
	Iteration 29Q: 3 clusters Score -5336596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5336594.500000 Penalty: 5217.851074
	Iteration 30Q: 3 clusters Score -5336594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5336606.000000 Penalty: 5217.851074
	Iteration 31Q: 3 clusters Score -5336606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5336610.000000 Penalty: 5217.851074
	Iteration 32Q: 3 clusters Score -5336610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5336610.000000 Penalty: 5217.851074
	Iteration 33Q: 3 clusters Score -5336610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5336636.500000 Penalty: 5217.851074
	Iteration 34Q: 3 clusters Score -5336636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5336645.000000 Penalty: 5217.851074
	Iteration 35Q: 3 clusters Score -5336645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5336665.500000 Penalty: 5217.851074
	Iteration 36Q: 3 clusters Score -5336666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5336660.000000 Penalty: 5217.851074
	Iteration 37Q: 3 clusters Score -5336660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5336650.500000 Penalty: 5217.851074
	Iteration 38Q: 3 clusters Score -5336650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5336667.000000 Penalty: 5217.851074
	Iteration 39Q: 3 clusters Score -5336667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5336668.000000 Penalty: 5217.851074
	Iteration 40F: 3 clusters Score -5336668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5336668.000000 Penalty: 5217.851074
	Iteration 41Q: 3 clusters Score -5336668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5336676.500000 Penalty: 5217.851074
	Iteration 42Q: 3 clusters Score -5336676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5336683.500000 Penalty: 5217.851074
	Iteration 43Q: 3 clusters Score -5336684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5336691.000000 Penalty: 5217.851074
	Iteration 44Q: 3 clusters Score -5336691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5336690.500000 Penalty: 5217.851074
	Iteration 45Q: 3 clusters Score -5336690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5336690.000000 Penalty: 5217.851074
	Iteration 46Q: 3 clusters Score -5336690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5336692.500000 Penalty: 5217.851074
	Iteration 47Q: 3 clusters Score -5336692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5336701.500000 Penalty: 5217.851074
	Iteration 48Q: 3 clusters Score -5336702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5336698.500000 Penalty: 5217.851074
	Iteration 49Q: 3 clusters Score -5336698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5336700.000000 Penalty: 5217.851074
	Iteration 50Q: 3 clusters Score -5336700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5336694.000000 Penalty: 5217.851074
	Iteration 51Q: 3 clusters Score -5336694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5336701.500000 Penalty: 5217.851074
	Iteration 52Q: 3 clusters Score -5336702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5336701.500000 Penalty: 5217.851074
	Iteration 53F: 3 clusters Score -5336702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Entering Unmasked Estep 
Score: -128935144.000000 Penalty: 85040.218750
Splitting cluster 6 changes total score from -128934856.000000 to -128935144.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (38802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Entering Unmasked Estep 
Score: -5380221.000000 Penalty: 2620.424316
	Iteration 0F: 2 clusters Score -5380221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5354025.000000 Penalty: 5240.848633
	Iteration 0F: 3 clusters Score -5354025 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5364135.500000 Penalty: 5240.848633
	Iteration 1F: 3 clusters Score -5364136 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5364994.500000 Penalty: 5240.848633
	Iteration 2F: 3 clusters Score -5364994 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5365895.000000 Penalty: 5240.848633
	Iteration 3F: 3 clusters Score -5365895 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5366803.500000 Penalty: 5240.848633
	Iteration 4F: 3 clusters Score -5366804 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5367707.000000 Penalty: 5240.848633
	Iteration 5F: 3 clusters Score -5367707 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5368603.000000 Penalty: 5240.848633
	Iteration 6Q: 3 clusters Score -5368603 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5369442.000000 Penalty: 5240.848633
	Iteration 7Q: 3 clusters Score -5369442 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5370127.000000 Penalty: 5240.848633
	Iteration 8Q: 3 clusters Score -5370127 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5370575.000000 Penalty: 5240.848633
	Iteration 9Q: 3 clusters Score -5370575 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5370950.000000 Penalty: 5240.848633
	Iteration 10Q: 3 clusters Score -5370950 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5371234.500000 Penalty: 5240.848633
	Iteration 11Q: 3 clusters Score -5371234 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5371413.000000 Penalty: 5240.848633
	Iteration 12Q: 3 clusters Score -5371413 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5371574.500000 Penalty: 5240.848633
	Iteration 13Q: 3 clusters Score -5371574 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5371765.500000 Penalty: 5240.848633
	Iteration 14Q: 3 clusters Score -5371766 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5371929.500000 Penalty: 5240.848633
	Iteration 15Q: 3 clusters Score -5371930 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5372104.500000 Penalty: 5240.848633
	Iteration 16Q: 3 clusters Score -5372104 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -5372255.000000 Penalty: 5240.848633
	Iteration 17Q: 3 clusters Score -5372255 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5372445.000000 Penalty: 5240.848633
	Iteration 18Q: 3 clusters Score -5372445 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5372605.000000 Penalty: 5240.848633
	Iteration 19Q: 3 clusters Score -5372605 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5372767.000000 Penalty: 5240.848633
	Iteration 20F: 3 clusters Score -5372767 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5372947.000000 Penalty: 5240.848633
	Iteration 21Q: 3 clusters Score -5372947 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5373121.500000 Penalty: 5240.848633
	Iteration 22Q: 3 clusters Score -5373122 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5373284.000000 Penalty: 5240.848633
	Iteration 23Q: 3 clusters Score -5373284 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5373471.500000 Penalty: 5240.848633
	Iteration 24Q: 3 clusters Score -5373472 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5373632.500000 Penalty: 5240.848633
	Iteration 25Q: 3 clusters Score -5373632 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5373748.500000 Penalty: 5240.848633
	Iteration 26Q: 3 clusters Score -5373748 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -5373944.000000 Penalty: 5240.848633
	Iteration 27Q: 3 clusters Score -5373944 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5374099.000000 Penalty: 5240.848633
	Iteration 28Q: 3 clusters Score -5374099 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -5374268.000000 Penalty: 5240.848633
	Iteration 29Q: 3 clusters Score -5374268 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -5374492.000000 Penalty: 5240.848633
	Iteration 30Q: 3 clusters Score -5374492 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -5374733.000000 Penalty: 5240.848633
	Iteration 31Q: 3 clusters Score -5374733 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5374983.500000 Penalty: 5240.848633
	Iteration 32Q: 3 clusters Score -5374984 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -5375229.000000 Penalty: 5240.848633
	Iteration 33Q: 3 clusters Score -5375229 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5375451.000000 Penalty: 5240.848633
	Iteration 34Q: 3 clusters Score -5375451 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -5375698.000000 Penalty: 5240.848633
	Iteration 35Q: 3 clusters Score -5375698 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5376013.000000 Penalty: 5240.848633
	Iteration 36Q: 3 clusters Score -5376013 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5376330.500000 Penalty: 5240.848633
	Iteration 37Q: 3 clusters Score -5376330 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -5376625.500000 Penalty: 5240.848633
	Iteration 38Q: 3 clusters Score -5376626 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -5376912.000000 Penalty: 5240.848633
	Iteration 39Q: 3 clusters Score -5376912 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5377207.500000 Penalty: 5240.848633
	Iteration 40F: 3 clusters Score -5377208 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5377453.000000 Penalty: 5240.848633
	Iteration 41Q: 3 clusters Score -5377453 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -5377645.000000 Penalty: 5240.848633
	Iteration 42Q: 3 clusters Score -5377645 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -5377771.500000 Penalty: 5240.848633
	Iteration 43Q: 3 clusters Score -5377772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5377862.500000 Penalty: 5240.848633
	Iteration 44Q: 3 clusters Score -5377862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5377949.500000 Penalty: 5240.848633
	Iteration 45Q: 3 clusters Score -5377950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5378004.500000 Penalty: 5240.848633
	Iteration 46Q: 3 clusters Score -5378004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5378032.500000 Penalty: 5240.848633
	Iteration 47Q: 3 clusters Score -5378032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5378059.500000 Penalty: 5240.848633
	Iteration 48Q: 3 clusters Score -5378060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -5378069.500000 Penalty: 5240.848633
	Iteration 49Q: 3 clusters Score -5378070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5378070.500000 Penalty: 5240.848633
	Iteration 50Q: 3 clusters Score -5378070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -5378069.000000 Penalty: 5240.848633
	Iteration 51Q: 3 clusters Score -5378069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5378073.500000 Penalty: 5240.848633
	Iteration 52Q: 3 clusters Score -5378074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5378073.500000 Penalty: 5240.848633
	Iteration 53Q: 3 clusters Score -5378074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5378075.500000 Penalty: 5240.848633
	Iteration 54Q: 3 clusters Score -5378076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5378081.000000 Penalty: 5240.848633
	Iteration 55Q: 3 clusters Score -5378081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5378081.500000 Penalty: 5240.848633
	Iteration 56Q: 3 clusters Score -5378082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5378083.500000 Penalty: 5240.848633
	Iteration 57Q: 3 clusters Score -5378084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5378089.500000 Penalty: 5240.848633
	Iteration 58Q: 3 clusters Score -5378090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5378093.500000 Penalty: 5240.848633
	Iteration 59Q: 3 clusters Score -5378094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5378100.500000 Penalty: 5240.848633
	Iteration 60F: 3 clusters Score -5378100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -5378097.500000 Penalty: 5240.848633
	Iteration 61Q: 3 clusters Score -5378098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5378106.000000 Penalty: 5240.848633
	Iteration 62Q: 3 clusters Score -5378106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5378104.000000 Penalty: 5240.848633
	Iteration 63Q: 3 clusters Score -5378104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5378104.000000 Penalty: 5240.848633
	Iteration 64Q: 3 clusters Score -5378104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -5378109.000000 Penalty: 5240.848633
	Iteration 65Q: 3 clusters Score -5378109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -5378115.500000 Penalty: 5240.848633
	Iteration 66Q: 3 clusters Score -5378116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5378120.500000 Penalty: 5240.848633
	Iteration 67Q: 3 clusters Score -5378120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5378121.000000 Penalty: 5240.848633
	Iteration 68Q: 3 clusters Score -5378121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5378120.500000 Penalty: 5240.848633
	Iteration 69Q: 3 clusters Score -5378120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -5378122.000000 Penalty: 5240.848633
	Iteration 70Q: 3 clusters Score -5378122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5378122.000000 Penalty: 5240.848633
	Iteration 71Q: 3 clusters Score -5378122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -5378122.500000 Penalty: 5240.848633
	Iteration 72Q: 3 clusters Score -5378122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5378123.000000 Penalty: 5240.848633
	Iteration 73Q: 3 clusters Score -5378123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5378124.500000 Penalty: 5240.848633
	Iteration 74Q: 3 clusters Score -5378124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5378127.000000 Penalty: 5240.848633
	Iteration 75Q: 3 clusters Score -5378127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5378127.000000 Penalty: 5240.848633
	Iteration 76F: 3 clusters Score -5378127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Entering Unmasked Estep 
Score: -4203974.000000 Penalty: 2552.897217
	Iteration 0F: 2 clusters Score -4203974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4183809.000000 Penalty: 5105.794434
	Iteration 0F: 3 clusters Score -4183809 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4191697.750000 Penalty: 5105.794434
	Iteration 1F: 3 clusters Score -4191698 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4192827.250000 Penalty: 5105.794434
	Iteration 2F: 3 clusters Score -4192827 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4193841.000000 Penalty: 5105.794434
	Iteration 3F: 3 clusters Score -4193841 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4194819.500000 Penalty: 5105.794434
	Iteration 4F: 3 clusters Score -4194820 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4195750.000000 Penalty: 5105.794434
	Iteration 5F: 3 clusters Score -4195750 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -4196655.000000 Penalty: 5105.794434
	Iteration 6F: 3 clusters Score -4196655 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4197618.500000 Penalty: 5105.794434
	Iteration 7F: 3 clusters Score -4197618 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4198576.000000 Penalty: 5105.794434
	Iteration 8F: 3 clusters Score -4198576 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4199492.500000 Penalty: 5105.794434
	Iteration 9Q: 3 clusters Score -4199492 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4200375.000000 Penalty: 5105.794434
	Iteration 10Q: 3 clusters Score -4200375 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -4201289.000000 Penalty: 5105.794434
	Iteration 11Q: 3 clusters Score -4201289 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4202218.500000 Penalty: 5105.794434
	Iteration 12Q: 3 clusters Score -4202218 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4203127.500000 Penalty: 5105.794434
	Iteration 13Q: 3 clusters Score -4203128 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4203642.500000 Penalty: 5105.794434
	Iteration 14Q: 3 clusters Score -4203642 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4203818.000000 Penalty: 5105.794434
	Iteration 15Q: 3 clusters Score -4203818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4203905.000000 Penalty: 5105.794434
	Iteration 16Q: 3 clusters Score -4203905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4203957.500000 Penalty: 5105.794434
	Iteration 17Q: 3 clusters Score -4203958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4204016.000000 Penalty: 5105.794434
	Iteration 18Q: 3 clusters Score -4204016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4204045.500000 Penalty: 5105.794434
	Iteration 19Q: 3 clusters Score -4204046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4204080.500000 Penalty: 5105.794434
	Iteration 20F: 3 clusters Score -4204080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4204093.000000 Penalty: 5105.794434
	Iteration 21Q: 3 clusters Score -4204093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4204101.000000 Penalty: 5105.794434
	Iteration 22Q: 3 clusters Score -4204101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4204094.000000 Penalty: 5105.794434
	Iteration 23Q: 3 clusters Score -4204094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4204102.500000 Penalty: 5105.794434
	Iteration 24Q: 3 clusters Score -4204102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4204107.000000 Penalty: 5105.794434
	Iteration 25Q: 3 clusters Score -4204107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4204108.000000 Penalty: 5105.794434
	Iteration 26Q: 3 clusters Score -4204108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4204109.000000 Penalty: 5105.794434
	Iteration 27Q: 3 clusters Score -4204109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4204109.000000 Penalty: 5105.794434
	Iteration 28F: 3 clusters Score -4204109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 28212 members 
Entering Unmasked Estep 
Score: -128934080.000000 Penalty: 88441.828125
Splitting cluster 8 changes total score from -128934856.000000 to -128934080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Entering Unmasked Estep 
Score: -6546090.500000 Penalty: 2654.387939
	Iteration 0F: 2 clusters Score -6546090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -6516173.000000 Penalty: 5308.775879
	Iteration 0F: 3 clusters Score -6516173 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -6527363.000000 Penalty: 5308.775879
	Iteration 1F: 3 clusters Score -6527363 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -6527803.000000 Penalty: 5308.775879
	Iteration 2Q: 3 clusters Score -6527803 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6528200.000000 Penalty: 5308.775879
	Iteration 3Q: 3 clusters Score -6528200 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -6528598.500000 Penalty: 5308.775879
	Iteration 4Q: 3 clusters Score -6528598 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -6529047.000000 Penalty: 5308.775879
	Iteration 5Q: 3 clusters Score -6529047 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6529508.000000 Penalty: 5308.775879
	Iteration 6Q: 3 clusters Score -6529508 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -6530018.500000 Penalty: 5308.775879
	Iteration 7Q: 3 clusters Score -6530018 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6530668.000000 Penalty: 5308.775879
	Iteration 8Q: 3 clusters Score -6530668 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6531511.500000 Penalty: 5308.775879
	Iteration 9Q: 3 clusters Score -6531512 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -6532774.500000 Penalty: 5308.775879
	Iteration 10Q: 3 clusters Score -6532774 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -6534394.000000 Penalty: 5308.775879
	Iteration 11F: 3 clusters Score -6534394 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6536403.500000 Penalty: 5308.775879
	Iteration 12F: 3 clusters Score -6536404 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -6538435.500000 Penalty: 5308.775879
	Iteration 13F: 3 clusters Score -6538436 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -6540087.500000 Penalty: 5308.775879
	Iteration 14Q: 3 clusters Score -6540088 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -6541295.500000 Penalty: 5308.775879
	Iteration 15Q: 3 clusters Score -6541296 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6542095.500000 Penalty: 5308.775879
	Iteration 16Q: 3 clusters Score -6542096 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6542543.500000 Penalty: 5308.775879
	Iteration 17Q: 3 clusters Score -6542544 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6542860.500000 Penalty: 5308.775879
	Iteration 18Q: 3 clusters Score -6542860 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6543072.500000 Penalty: 5308.775879
	Iteration 19Q: 3 clusters Score -6543072 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6543169.000000 Penalty: 5308.775879
	Iteration 20F: 3 clusters Score -6543169 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6543264.500000 Penalty: 5308.775879
	Iteration 21Q: 3 clusters Score -6543264 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6543332.000000 Penalty: 5308.775879
	Iteration 22Q: 3 clusters Score -6543332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6543389.500000 Penalty: 5308.775879
	Iteration 23Q: 3 clusters Score -6543390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6543431.000000 Penalty: 5308.775879
	Iteration 24Q: 3 clusters Score -6543431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6543461.500000 Penalty: 5308.775879
	Iteration 25Q: 3 clusters Score -6543462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6543489.000000 Penalty: 5308.775879
	Iteration 26Q: 3 clusters Score -6543489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6543540.000000 Penalty: 5308.775879
	Iteration 27Q: 3 clusters Score -6543540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6543551.000000 Penalty: 5308.775879
	Iteration 28Q: 3 clusters Score -6543551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6543556.500000 Penalty: 5308.775879
	Iteration 29Q: 3 clusters Score -6543556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6543579.000000 Penalty: 5308.775879
	Iteration 30Q: 3 clusters Score -6543579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6543601.500000 Penalty: 5308.775879
	Iteration 31Q: 3 clusters Score -6543602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6543634.500000 Penalty: 5308.775879
	Iteration 32Q: 3 clusters Score -6543634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6543644.000000 Penalty: 5308.775879
	Iteration 33Q: 3 clusters Score -6543644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6543654.000000 Penalty: 5308.775879
	Iteration 34Q: 3 clusters Score -6543654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6543653.500000 Penalty: 5308.775879
	Iteration 35Q: 3 clusters Score -6543654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6543660.000000 Penalty: 5308.775879
	Iteration 36Q: 3 clusters Score -6543660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6543659.000000 Penalty: 5308.775879
	Iteration 37Q: 3 clusters Score -6543659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6543664.000000 Penalty: 5308.775879
	Iteration 38Q: 3 clusters Score -6543664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6543673.000000 Penalty: 5308.775879
	Iteration 39Q: 3 clusters Score -6543673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6543676.500000 Penalty: 5308.775879
	Iteration 40F: 3 clusters Score -6543676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6543686.000000 Penalty: 5308.775879
	Iteration 41Q: 3 clusters Score -6543686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6543679.000000 Penalty: 5308.775879
	Iteration 42Q: 3 clusters Score -6543679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6543683.000000 Penalty: 5308.775879
	Iteration 43Q: 3 clusters Score -6543683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6543681.500000 Penalty: 5308.775879
	Iteration 44Q: 3 clusters Score -6543682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6543688.500000 Penalty: 5308.775879
	Iteration 45Q: 3 clusters Score -6543688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6543690.500000 Penalty: 5308.775879
	Iteration 46Q: 3 clusters Score -6543690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6543693.500000 Penalty: 5308.775879
	Iteration 47Q: 3 clusters Score -6543694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6543685.500000 Penalty: 5308.775879
	Iteration 48Q: 3 clusters Score -6543686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6543694.500000 Penalty: 5308.775879
	Iteration 49Q: 3 clusters Score -6543694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6543693.000000 Penalty: 5308.775879
	Iteration 50Q: 3 clusters Score -6543693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6543692.500000 Penalty: 5308.775879
	Iteration 51Q: 3 clusters Score -6543692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6543694.500000 Penalty: 5308.775879
	Iteration 52Q: 3 clusters Score -6543694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6543697.500000 Penalty: 5308.775879
	Iteration 53Q: 3 clusters Score -6543698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6543704.500000 Penalty: 5308.775879
	Iteration 54Q: 3 clusters Score -6543704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6543698.500000 Penalty: 5308.775879
	Iteration 55Q: 3 clusters Score -6543698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6543702.500000 Penalty: 5308.775879
	Iteration 56Q: 3 clusters Score -6543702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6543707.500000 Penalty: 5308.775879
	Iteration 57Q: 3 clusters Score -6543708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6543711.500000 Penalty: 5308.775879
	Iteration 58Q: 3 clusters Score -6543712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6543726.000000 Penalty: 5308.775879
	Iteration 59Q: 3 clusters Score -6543726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6543738.500000 Penalty: 5308.775879
	Iteration 60F: 3 clusters Score -6543738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6543734.000000 Penalty: 5308.775879
	Iteration 61Q: 3 clusters Score -6543734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6543733.000000 Penalty: 5308.775879
	Iteration 62Q: 3 clusters Score -6543733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6543736.000000 Penalty: 5308.775879
	Iteration 63Q: 3 clusters Score -6543736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6543746.000000 Penalty: 5308.775879
	Iteration 64Q: 3 clusters Score -6543746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6543744.000000 Penalty: 5308.775879
	Iteration 65Q: 3 clusters Score -6543744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6543737.500000 Penalty: 5308.775879
	Iteration 66Q: 3 clusters Score -6543738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6543753.000000 Penalty: 5308.775879
	Iteration 67Q: 3 clusters Score -6543753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6543746.000000 Penalty: 5308.775879
	Iteration 68Q: 3 clusters Score -6543746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6543754.000000 Penalty: 5308.775879
	Iteration 69Q: 3 clusters Score -6543754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6543752.000000 Penalty: 5308.775879
	Iteration 70Q: 3 clusters Score -6543752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6543756.000000 Penalty: 5308.775879
	Iteration 71Q: 3 clusters Score -6543756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6543758.500000 Penalty: 5308.775879
	Iteration 72Q: 3 clusters Score -6543758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6543761.500000 Penalty: 5308.775879
	Iteration 73Q: 3 clusters Score -6543762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6543763.500000 Penalty: 5308.775879
	Iteration 74Q: 3 clusters Score -6543764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6543772.000000 Penalty: 5308.775879
	Iteration 75Q: 3 clusters Score -6543772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6543780.500000 Penalty: 5308.775879
	Iteration 76Q: 3 clusters Score -6543780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6543776.000000 Penalty: 5308.775879
	Iteration 77Q: 3 clusters Score -6543776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6543781.500000 Penalty: 5308.775879
	Iteration 78Q: 3 clusters Score -6543782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6543783.500000 Penalty: 5308.775879
	Iteration 79Q: 3 clusters Score -6543784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6543797.500000 Penalty: 5308.775879
	Iteration 80F: 3 clusters Score -6543798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6543791.000000 Penalty: 5308.775879
	Iteration 81Q: 3 clusters Score -6543791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6543791.000000 Penalty: 5308.775879
	Iteration 82Q: 3 clusters Score -6543791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6543793.000000 Penalty: 5308.775879
	Iteration 83Q: 3 clusters Score -6543793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6543790.500000 Penalty: 5308.775879
	Iteration 84Q: 3 clusters Score -6543790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6543788.000000 Penalty: 5308.775879
	Iteration 85Q: 3 clusters Score -6543788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6543790.500000 Penalty: 5308.775879
	Iteration 86Q: 3 clusters Score -6543790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6543791.000000 Penalty: 5308.775879
	Iteration 87Q: 3 clusters Score -6543791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6543785.000000 Penalty: 5308.775879
	Iteration 88Q: 3 clusters Score -6543785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6543787.000000 Penalty: 5308.775879
	Iteration 89Q: 3 clusters Score -6543787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6543788.000000 Penalty: 5308.775879
	Iteration 90Q: 3 clusters Score -6543788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6543788.500000 Penalty: 5308.775879
	Iteration 91Q: 3 clusters Score -6543788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6543782.000000 Penalty: 5308.775879
	Iteration 92Q: 3 clusters Score -6543782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6543783.500000 Penalty: 5308.775879
	Iteration 93Q: 3 clusters Score -6543784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6543783.500000 Penalty: 5308.775879
	Iteration 94F: 3 clusters Score -6543784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -838009.375000 Penalty: 2149.200195
	Iteration 0F: 2 clusters Score -838009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -833012.562500 Penalty: 4298.400391
	Iteration 0F: 3 clusters Score -833012.6 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -834219.687500 Penalty: 4298.400391
	Iteration 1F: 3 clusters Score -834219.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -834444.125000 Penalty: 4298.400391
	Iteration 2F: 3 clusters Score -834444.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -834590.125000 Penalty: 4298.400391
	Iteration 3F: 3 clusters Score -834590.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -834683.562500 Penalty: 4298.400391
	Iteration 4Q: 3 clusters Score -834683.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -834757.687500 Penalty: 4298.400391
	Iteration 5Q: 3 clusters Score -834757.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -834824.875000 Penalty: 4298.400391
	Iteration 6Q: 3 clusters Score -834824.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -834876.562500 Penalty: 4298.400391
	Iteration 7Q: 3 clusters Score -834876.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -834926.312500 Penalty: 4298.400391
	Iteration 8Q: 3 clusters Score -834926.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -834965.875000 Penalty: 4298.400391
	Iteration 9Q: 3 clusters Score -834965.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -835010.125000 Penalty: 4298.400391
	Iteration 10Q: 3 clusters Score -835010.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -835054.500000 Penalty: 4298.400391
	Iteration 11Q: 3 clusters Score -835054.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -835106.437500 Penalty: 4298.400391
	Iteration 12Q: 3 clusters Score -835106.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -835162.812500 Penalty: 4298.400391
	Iteration 13Q: 3 clusters Score -835162.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -835234.625000 Penalty: 4298.400391
	Iteration 14Q: 3 clusters Score -835234.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -835319.500000 Penalty: 4298.400391
	Iteration 15Q: 3 clusters Score -835319.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -835414.625000 Penalty: 4298.400391
	Iteration 16Q: 3 clusters Score -835414.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -835513.312500 Penalty: 4298.400391
	Iteration 17Q: 3 clusters Score -835513.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -835641.062500 Penalty: 4298.400391
	Iteration 18Q: 3 clusters Score -835641.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -835792.312500 Penalty: 4298.400391
	Iteration 19Q: 3 clusters Score -835792.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -835894.562500 Penalty: 4298.400391
	Iteration 20F: 3 clusters Score -835894.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -835974.375000 Penalty: 4298.400391
	Iteration 21Q: 3 clusters Score -835974.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -836043.000000 Penalty: 4298.400391
	Iteration 22Q: 3 clusters Score -836043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -836087.625000 Penalty: 4298.400391
	Iteration 23Q: 3 clusters Score -836087.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -836120.062500 Penalty: 4298.400391
	Iteration 24Q: 3 clusters Score -836120.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -836152.000000 Penalty: 4298.400391
	Iteration 25Q: 3 clusters Score -836152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -836176.937500 Penalty: 4298.400391
	Iteration 26Q: 3 clusters Score -836176.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -836195.875000 Penalty: 4298.400391
	Iteration 27Q: 3 clusters Score -836195.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -836216.750000 Penalty: 4298.400391
	Iteration 28Q: 3 clusters Score -836216.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -836228.625000 Penalty: 4298.400391
	Iteration 29Q: 3 clusters Score -836228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -836233.437500 Penalty: 4298.400391
	Iteration 30Q: 3 clusters Score -836233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -836234.687500 Penalty: 4298.400391
	Iteration 31Q: 3 clusters Score -836234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -836236.562500 Penalty: 4298.400391
	Iteration 32Q: 3 clusters Score -836236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -836237.437500 Penalty: 4298.400391
	Iteration 33Q: 3 clusters Score -836237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -836239.687500 Penalty: 4298.400391
	Iteration 34Q: 3 clusters Score -836239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -836239.875000 Penalty: 4298.400391
	Iteration 35Q: 3 clusters Score -836239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -836240.687500 Penalty: 4298.400391
	Iteration 36Q: 3 clusters Score -836240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -836240.687500 Penalty: 4298.400391
	Iteration 37F: 3 clusters Score -836240.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Entering Unmasked Estep 
Score: -15561880.000000 Penalty: 2868.617432
	Iteration 0F: 2 clusters Score -1.556188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -15492462.000000 Penalty: 5737.234863
	Iteration 0F: 3 clusters Score -1.549246e+07 nChanged 50064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -15521146.000000 Penalty: 5737.234863
	Iteration 1F: 3 clusters Score -1.552115e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -15522200.000000 Penalty: 5737.234863
	Iteration 2Q: 3 clusters Score -1.55222e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -15523477.000000 Penalty: 5737.234863
	Iteration 3Q: 3 clusters Score -1.552348e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -15525175.000000 Penalty: 5737.234863
	Iteration 4Q: 3 clusters Score -1.552518e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -15527622.000000 Penalty: 5737.234863
	Iteration 5Q: 3 clusters Score -1.552762e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -15530998.000000 Penalty: 5737.234863
	Iteration 6F: 3 clusters Score -1.5531e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -15535741.000000 Penalty: 5737.234863
	Iteration 7F: 3 clusters Score -1.553574e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -15541343.000000 Penalty: 5737.234863
	Iteration 8F: 3 clusters Score -1.554134e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -15547145.000000 Penalty: 5737.234863
	Iteration 9F: 3 clusters Score -1.554714e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -15552004.000000 Penalty: 5737.234863
	Iteration 10Q: 3 clusters Score -1.5552e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -15555137.000000 Penalty: 5737.234863
	Iteration 11Q: 3 clusters Score -1.555514e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -15556563.000000 Penalty: 5737.234863
	Iteration 12Q: 3 clusters Score -1.555656e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -15557259.000000 Penalty: 5737.234863
	Iteration 13Q: 3 clusters Score -1.555726e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -15557704.000000 Penalty: 5737.234863
	Iteration 14Q: 3 clusters Score -1.55577e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -15557913.000000 Penalty: 5737.234863
	Iteration 15Q: 3 clusters Score -1.555791e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -15558145.000000 Penalty: 5737.234863
	Iteration 16Q: 3 clusters Score -1.555814e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -15558279.000000 Penalty: 5737.234863
	Iteration 17Q: 3 clusters Score -1.555828e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -15558420.000000 Penalty: 5737.234863
	Iteration 18Q: 3 clusters Score -1.555842e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -15558526.000000 Penalty: 5737.234863
	Iteration 19Q: 3 clusters Score -1.555853e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -15558617.000000 Penalty: 5737.234863
	Iteration 20F: 3 clusters Score -1.555862e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -15558709.000000 Penalty: 5737.234863
	Iteration 21Q: 3 clusters Score -1.555871e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -15558733.000000 Penalty: 5737.234863
	Iteration 22Q: 3 clusters Score -1.555873e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -15558792.000000 Penalty: 5737.234863
	Iteration 23Q: 3 clusters Score -1.555879e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -15558903.000000 Penalty: 5737.234863
	Iteration 24Q: 3 clusters Score -1.55589e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -15558963.000000 Penalty: 5737.234863
	Iteration 25Q: 3 clusters Score -1.555896e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -15558996.000000 Penalty: 5737.234863
	Iteration 26Q: 3 clusters Score -1.5559e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -15559051.000000 Penalty: 5737.234863
	Iteration 27Q: 3 clusters Score -1.555905e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -15559109.000000 Penalty: 5737.234863
	Iteration 28Q: 3 clusters Score -1.555911e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -15559158.000000 Penalty: 5737.234863
	Iteration 29Q: 3 clusters Score -1.555916e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15559216.000000 Penalty: 5737.234863
	Iteration 30Q: 3 clusters Score -1.555922e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15559234.000000 Penalty: 5737.234863
	Iteration 31Q: 3 clusters Score -1.555923e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15559264.000000 Penalty: 5737.234863
	Iteration 32Q: 3 clusters Score -1.555926e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -15559298.000000 Penalty: 5737.234863
	Iteration 33Q: 3 clusters Score -1.55593e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15559326.000000 Penalty: 5737.234863
	Iteration 34Q: 3 clusters Score -1.555933e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15559340.000000 Penalty: 5737.234863
	Iteration 35Q: 3 clusters Score -1.555934e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15559351.000000 Penalty: 5737.234863
	Iteration 36Q: 3 clusters Score -1.555935e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15559373.000000 Penalty: 5737.234863
	Iteration 37Q: 3 clusters Score -1.555937e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -15559442.000000 Penalty: 5737.234863
	Iteration 38Q: 3 clusters Score -1.555944e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -15559459.000000 Penalty: 5737.234863
	Iteration 39Q: 3 clusters Score -1.555946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -15559492.000000 Penalty: 5737.234863
	Iteration 40F: 3 clusters Score -1.555949e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15559507.000000 Penalty: 5737.234863
	Iteration 41Q: 3 clusters Score -1.555951e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15559514.000000 Penalty: 5737.234863
	Iteration 42Q: 3 clusters Score -1.555951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15559529.000000 Penalty: 5737.234863
	Iteration 43Q: 3 clusters Score -1.555953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15559537.000000 Penalty: 5737.234863
	Iteration 44Q: 3 clusters Score -1.555954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15559550.000000 Penalty: 5737.234863
	Iteration 45Q: 3 clusters Score -1.555955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15559573.000000 Penalty: 5737.234863
	Iteration 46Q: 3 clusters Score -1.555957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15559575.000000 Penalty: 5737.234863
	Iteration 47Q: 3 clusters Score -1.555958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15559584.000000 Penalty: 5737.234863
	Iteration 48Q: 3 clusters Score -1.555958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15559608.000000 Penalty: 5737.234863
	Iteration 49Q: 3 clusters Score -1.555961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15559612.000000 Penalty: 5737.234863
	Iteration 50Q: 3 clusters Score -1.555961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -15559604.000000 Penalty: 5737.234863
	Iteration 51Q: 3 clusters Score -1.55596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15559610.000000 Penalty: 5737.234863
	Iteration 52Q: 3 clusters Score -1.555961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15559590.000000 Penalty: 5737.234863
	Iteration 53Q: 3 clusters Score -1.555959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15559606.000000 Penalty: 5737.234863
	Iteration 54Q: 3 clusters Score -1.555961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15559608.000000 Penalty: 5737.234863
	Iteration 55Q: 3 clusters Score -1.555961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15559603.000000 Penalty: 5737.234863
	Iteration 56Q: 3 clusters Score -1.55596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15559607.000000 Penalty: 5737.234863
	Iteration 57Q: 3 clusters Score -1.555961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -15559603.000000 Penalty: 5737.234863
	Iteration 58Q: 3 clusters Score -1.55596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15559613.000000 Penalty: 5737.234863
	Iteration 59Q: 3 clusters Score -1.555961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15559629.000000 Penalty: 5737.234863
	Iteration 60F: 3 clusters Score -1.555963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -15559613.000000 Penalty: 5737.234863
	Iteration 61Q: 3 clusters Score -1.555961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15559641.000000 Penalty: 5737.234863
	Iteration 62Q: 3 clusters Score -1.555964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15559631.000000 Penalty: 5737.234863
	Iteration 63Q: 3 clusters Score -1.555963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15559646.000000 Penalty: 5737.234863
	Iteration 64Q: 3 clusters Score -1.555965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15559652.000000 Penalty: 5737.234863
	Iteration 65Q: 3 clusters Score -1.555965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15559668.000000 Penalty: 5737.234863
	Iteration 66Q: 3 clusters Score -1.555967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15559657.000000 Penalty: 5737.234863
	Iteration 67Q: 3 clusters Score -1.555966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15559665.000000 Penalty: 5737.234863
	Iteration 68Q: 3 clusters Score -1.555966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15559655.000000 Penalty: 5737.234863
	Iteration 69Q: 3 clusters Score -1.555966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15559664.000000 Penalty: 5737.234863
	Iteration 70Q: 3 clusters Score -1.555966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15559660.000000 Penalty: 5737.234863
	Iteration 71Q: 3 clusters Score -1.555966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -15559667.000000 Penalty: 5737.234863
	Iteration 72Q: 3 clusters Score -1.555967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -15559657.000000 Penalty: 5737.234863
	Iteration 73Q: 3 clusters Score -1.555966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104145 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15559670.000000 Penalty: 5737.234863
	Iteration 74Q: 3 clusters Score -1.555967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15559674.000000 Penalty: 5737.234863
	Iteration 75Q: 3 clusters Score -1.555967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15559668.000000 Penalty: 5737.234863
	Iteration 76Q: 3 clusters Score -1.555967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15559681.000000 Penalty: 5737.234863
	Iteration 77Q: 3 clusters Score -1.555968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15559684.000000 Penalty: 5737.234863
	Iteration 78Q: 3 clusters Score -1.555968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15559684.000000 Penalty: 5737.234863
	Iteration 79F: 3 clusters Score -1.555968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Entering Unmasked Estep 
Score: -5754341.000000 Penalty: 2620.443359
	Iteration 0F: 2 clusters Score -5754341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5727927.500000 Penalty: 5240.886719
	Iteration 0F: 3 clusters Score -5727928 nChanged 17720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5737579.500000 Penalty: 5240.886719
	Iteration 1F: 3 clusters Score -5737580 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5738019.500000 Penalty: 5240.886719
	Iteration 2Q: 3 clusters Score -5738020 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5738430.500000 Penalty: 5240.886719
	Iteration 3Q: 3 clusters Score -5738430 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5738836.500000 Penalty: 5240.886719
	Iteration 4Q: 3 clusters Score -5738836 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5739276.500000 Penalty: 5240.886719
	Iteration 5Q: 3 clusters Score -5739276 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5739869.500000 Penalty: 5240.886719
	Iteration 6Q: 3 clusters Score -5739870 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5740702.000000 Penalty: 5240.886719
	Iteration 7Q: 3 clusters Score -5740702 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -5741985.500000 Penalty: 5240.886719
	Iteration 8F: 3 clusters Score -5741986 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5743992.000000 Penalty: 5240.886719
	Iteration 9F: 3 clusters Score -5743992 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5746723.000000 Penalty: 5240.886719
	Iteration 10F: 3 clusters Score -5746723 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5749140.500000 Penalty: 5240.886719
	Iteration 11F: 3 clusters Score -5749140 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5750679.500000 Penalty: 5240.886719
	Iteration 12Q: 3 clusters Score -5750680 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5751446.000000 Penalty: 5240.886719
	Iteration 13Q: 3 clusters Score -5751446 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5751751.000000 Penalty: 5240.886719
	Iteration 14Q: 3 clusters Score -5751751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5751867.500000 Penalty: 5240.886719
	Iteration 15Q: 3 clusters Score -5751868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5751945.500000 Penalty: 5240.886719
	Iteration 16Q: 3 clusters Score -5751946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5751982.500000 Penalty: 5240.886719
	Iteration 17Q: 3 clusters Score -5751982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5751999.500000 Penalty: 5240.886719
	Iteration 18Q: 3 clusters Score -5752000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5752019.000000 Penalty: 5240.886719
	Iteration 19Q: 3 clusters Score -5752019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5752026.000000 Penalty: 5240.886719
	Iteration 20F: 3 clusters Score -5752026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5752040.500000 Penalty: 5240.886719
	Iteration 21Q: 3 clusters Score -5752040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5752056.000000 Penalty: 5240.886719
	Iteration 22Q: 3 clusters Score -5752056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5752060.000000 Penalty: 5240.886719
	Iteration 23Q: 3 clusters Score -5752060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5752074.500000 Penalty: 5240.886719
	Iteration 24Q: 3 clusters Score -5752074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5752093.500000 Penalty: 5240.886719
	Iteration 25Q: 3 clusters Score -5752094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5752107.500000 Penalty: 5240.886719
	Iteration 26Q: 3 clusters Score -5752108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5752116.000000 Penalty: 5240.886719
	Iteration 27Q: 3 clusters Score -5752116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5752120.500000 Penalty: 5240.886719
	Iteration 28Q: 3 clusters Score -5752120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5752134.000000 Penalty: 5240.886719
	Iteration 29Q: 3 clusters Score -5752134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5752136.000000 Penalty: 5240.886719
	Iteration 30Q: 3 clusters Score -5752136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5752145.000000 Penalty: 5240.886719
	Iteration 31Q: 3 clusters Score -5752145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5752165.000000 Penalty: 5240.886719
	Iteration 32Q: 3 clusters Score -5752165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5752170.500000 Penalty: 5240.886719
	Iteration 33Q: 3 clusters Score -5752170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5752174.500000 Penalty: 5240.886719
	Iteration 34Q: 3 clusters Score -5752174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5752177.500000 Penalty: 5240.886719
	Iteration 35Q: 3 clusters Score -5752178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5752177.500000 Penalty: 5240.886719
	Iteration 36F: 3 clusters Score -5752178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Entering Unmasked Estep 
Score: -1700484.125000 Penalty: 2331.048584
	Iteration 0F: 2 clusters Score -1700484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1691459.625000 Penalty: 4662.097168
	Iteration 0F: 3 clusters Score -1691460 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1694200.250000 Penalty: 4662.097168
	Iteration 1F: 3 clusters Score -1694200 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1694830.625000 Penalty: 4662.097168
	Iteration 2F: 3 clusters Score -1694831 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1695725.250000 Penalty: 4662.097168
	Iteration 3F: 3 clusters Score -1695725 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1696624.125000 Penalty: 4662.097168
	Iteration 4F: 3 clusters Score -1696624 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1697411.750000 Penalty: 4662.097168
	Iteration 5F: 3 clusters Score -1697412 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1698264.625000 Penalty: 4662.097168
	Iteration 6F: 3 clusters Score -1698265 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1698936.250000 Penalty: 4662.097168
	Iteration 7F: 3 clusters Score -1698936 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1699460.875000 Penalty: 4662.097168
	Iteration 8F: 3 clusters Score -1699461 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1699824.125000 Penalty: 4662.097168
	Iteration 9Q: 3 clusters Score -1699824 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1700055.750000 Penalty: 4662.097168
	Iteration 10Q: 3 clusters Score -1700056 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1700191.625000 Penalty: 4662.097168
	Iteration 11Q: 3 clusters Score -1700192 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1700298.750000 Penalty: 4662.097168
	Iteration 12Q: 3 clusters Score -1700299 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1700374.625000 Penalty: 4662.097168
	Iteration 13Q: 3 clusters Score -1700375 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1700429.875000 Penalty: 4662.097168
	Iteration 14Q: 3 clusters Score -1700430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1700465.875000 Penalty: 4662.097168
	Iteration 15Q: 3 clusters Score -1700466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1700487.875000 Penalty: 4662.097168
	Iteration 16Q: 3 clusters Score -1700488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1700504.750000 Penalty: 4662.097168
	Iteration 17Q: 3 clusters Score -1700505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1700520.625000 Penalty: 4662.097168
	Iteration 18Q: 3 clusters Score -1700521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1700524.625000 Penalty: 4662.097168
	Iteration 19Q: 3 clusters Score -1700525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1700540.375000 Penalty: 4662.097168
	Iteration 20F: 3 clusters Score -1700540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1700544.375000 Penalty: 4662.097168
	Iteration 21Q: 3 clusters Score -1700544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1700550.000000 Penalty: 4662.097168
	Iteration 22Q: 3 clusters Score -1700550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1700558.000000 Penalty: 4662.097168
	Iteration 23Q: 3 clusters Score -1700558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1700563.500000 Penalty: 4662.097168
	Iteration 24Q: 3 clusters Score -1700564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1700566.000000 Penalty: 4662.097168
	Iteration 25Q: 3 clusters Score -1700566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1700574.625000 Penalty: 4662.097168
	Iteration 26Q: 3 clusters Score -1700575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1700581.250000 Penalty: 4662.097168
	Iteration 27Q: 3 clusters Score -1700581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1700594.125000 Penalty: 4662.097168
	Iteration 28Q: 3 clusters Score -1700594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1700592.125000 Penalty: 4662.097168
	Iteration 29Q: 3 clusters Score -1700592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1700600.875000 Penalty: 4662.097168
	Iteration 30Q: 3 clusters Score -1700601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1700603.500000 Penalty: 4662.097168
	Iteration 31Q: 3 clusters Score -1700604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1700602.125000 Penalty: 4662.097168
	Iteration 32Q: 3 clusters Score -1700602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1700602.000000 Penalty: 4662.097168
	Iteration 33Q: 3 clusters Score -1700602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1700602.375000 Penalty: 4662.097168
	Iteration 34Q: 3 clusters Score -1700602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1700604.625000 Penalty: 4662.097168
	Iteration 35Q: 3 clusters Score -1700605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1700604.875000 Penalty: 4662.097168
	Iteration 36Q: 3 clusters Score -1700605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1700607.250000 Penalty: 4662.097168
	Iteration 37Q: 3 clusters Score -1700607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1700607.000000 Penalty: 4662.097168
	Iteration 38Q: 3 clusters Score -1700607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1700607.500000 Penalty: 4662.097168
	Iteration 39Q: 3 clusters Score -1700608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1700608.375000 Penalty: 4662.097168
	Iteration 40F: 3 clusters Score -1700608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1700607.500000 Penalty: 4662.097168
	Iteration 41Q: 3 clusters Score -1700608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1700605.750000 Penalty: 4662.097168
	Iteration 42Q: 3 clusters Score -1700606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1700606.375000 Penalty: 4662.097168
	Iteration 43Q: 3 clusters Score -1700606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1700606.750000 Penalty: 4662.097168
	Iteration 44Q: 3 clusters Score -1700607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1700606.750000 Penalty: 4662.097168
	Iteration 45F: 3 clusters Score -1700607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 9349 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 2732 members 
Entering Unmasked Estep 
Score: -128934208.000000 Penalty: 88441.828125
Splitting cluster 13 changes total score from -128934856.000000 to -128934208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -227585.953125 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -227586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -225163.406250 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -225163.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226148.109375 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -226148.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227659.765625 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -227659.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -228971.437500 Penalty: 3716.961426
	Iteration 3F: 3 clusters Score -228971.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229579.140625 Penalty: 3716.961426
	Iteration 4F: 3 clusters Score -229579.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -229914.453125 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -229914.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230022.781250 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -230022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230038.375000 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -230038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230045.468750 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -230045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230052.890625 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -230052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230061.234375 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -230061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230068.828125 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -230068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -230083.109375 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -230083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -230101.484375 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -230101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -230121.671875 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -230121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230142.375000 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -230142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230166.390625 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -230166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -230177.375000 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -230177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230181.531250 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -230181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230185.046875 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -230185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230199.062500 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -230199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -230210.687500 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -230210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230212.250000 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -230212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230214.828125 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -230214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230216.296875 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -230216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230219.906250 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -230219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230221.437500 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -230221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -230222.437500 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -230222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230225.218750 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -230225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -230232.078125 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -230232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -230242.593750 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -230242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -230255.328125 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -230255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -230267.531250 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -230267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -230278.843750 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -230278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -230283.078125 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -230283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -230287.750000 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -230287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -230291.156250 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -230291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -230292.984375 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -230293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -230293.546875 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -230293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -230293.546875 Penalty: 3716.961426
	Iteration 39F: 3 clusters Score -230293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 1027 members 
Entering Unmasked Estep 
Score: -128936280.000000 Penalty: 88441.828125
Splitting cluster 14 changes total score from -128934856.000000 to -128936280.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (23713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Entering Unmasked Estep 
Score: -3100844.750000 Penalty: 2498.297119
	Iteration 0F: 2 clusters Score -3100845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3084403.250000 Penalty: 4996.594238
	Iteration 0F: 3 clusters Score -3084403 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3090359.250000 Penalty: 4996.594238
	Iteration 1F: 3 clusters Score -3090359 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3091066.750000 Penalty: 4996.594238
	Iteration 2F: 3 clusters Score -3091067 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3091808.250000 Penalty: 4996.594238
	Iteration 3F: 3 clusters Score -3091808 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3092633.000000 Penalty: 4996.594238
	Iteration 4F: 3 clusters Score -3092633 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3093522.250000 Penalty: 4996.594238
	Iteration 5F: 3 clusters Score -3093522 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3094427.250000 Penalty: 4996.594238
	Iteration 6F: 3 clusters Score -3094427 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3095219.000000 Penalty: 4996.594238
	Iteration 7F: 3 clusters Score -3095219 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3095983.750000 Penalty: 4996.594238
	Iteration 8Q: 3 clusters Score -3095984 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3096697.000000 Penalty: 4996.594238
	Iteration 9Q: 3 clusters Score -3096697 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3097428.500000 Penalty: 4996.594238
	Iteration 10Q: 3 clusters Score -3097428 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3098164.250000 Penalty: 4996.594238
	Iteration 11Q: 3 clusters Score -3098164 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3098716.500000 Penalty: 4996.594238
	Iteration 12Q: 3 clusters Score -3098716 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3099175.750000 Penalty: 4996.594238
	Iteration 13Q: 3 clusters Score -3099176 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3099554.750000 Penalty: 4996.594238
	Iteration 14Q: 3 clusters Score -3099555 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3099961.250000 Penalty: 4996.594238
	Iteration 15Q: 3 clusters Score -3099961 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3100439.500000 Penalty: 4996.594238
	Iteration 16Q: 3 clusters Score -3100440 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3101003.000000 Penalty: 4996.594238
	Iteration 17Q: 3 clusters Score -3101003 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3101487.500000 Penalty: 4996.594238
	Iteration 18Q: 3 clusters Score -3101488 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3101838.750000 Penalty: 4996.594238
	Iteration 19Q: 3 clusters Score -3101839 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3102067.500000 Penalty: 4996.594238
	Iteration 20F: 3 clusters Score -3102068 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3102213.250000 Penalty: 4996.594238
	Iteration 21Q: 3 clusters Score -3102213 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3102298.000000 Penalty: 4996.594238
	Iteration 22Q: 3 clusters Score -3102298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3102350.750000 Penalty: 4996.594238
	Iteration 23Q: 3 clusters Score -3102351 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3102377.000000 Penalty: 4996.594238
	Iteration 24Q: 3 clusters Score -3102377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3102404.250000 Penalty: 4996.594238
	Iteration 25Q: 3 clusters Score -3102404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3102426.500000 Penalty: 4996.594238
	Iteration 26Q: 3 clusters Score -3102426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3102428.500000 Penalty: 4996.594238
	Iteration 27Q: 3 clusters Score -3102428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3102442.250000 Penalty: 4996.594238
	Iteration 28Q: 3 clusters Score -3102442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3102435.000000 Penalty: 4996.594238
	Iteration 29Q: 3 clusters Score -3102435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3102439.750000 Penalty: 4996.594238
	Iteration 30Q: 3 clusters Score -3102440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3102441.750000 Penalty: 4996.594238
	Iteration 31Q: 3 clusters Score -3102442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3102447.500000 Penalty: 4996.594238
	Iteration 32Q: 3 clusters Score -3102448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3102453.250000 Penalty: 4996.594238
	Iteration 33Q: 3 clusters Score -3102453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3102459.250000 Penalty: 4996.594238
	Iteration 34Q: 3 clusters Score -3102459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3102468.750000 Penalty: 4996.594238
	Iteration 35Q: 3 clusters Score -3102469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3102475.500000 Penalty: 4996.594238
	Iteration 36Q: 3 clusters Score -3102476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3102484.500000 Penalty: 4996.594238
	Iteration 37Q: 3 clusters Score -3102484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3102484.250000 Penalty: 4996.594238
	Iteration 38Q: 3 clusters Score -3102484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3102484.750000 Penalty: 4996.594238
	Iteration 39Q: 3 clusters Score -3102485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3102495.250000 Penalty: 4996.594238
	Iteration 40F: 3 clusters Score -3102495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3102505.000000 Penalty: 4996.594238
	Iteration 41Q: 3 clusters Score -3102505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3102514.250000 Penalty: 4996.594238
	Iteration 42Q: 3 clusters Score -3102514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3102515.500000 Penalty: 4996.594238
	Iteration 43Q: 3 clusters Score -3102516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3102521.000000 Penalty: 4996.594238
	Iteration 44Q: 3 clusters Score -3102521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3102541.000000 Penalty: 4996.594238
	Iteration 45Q: 3 clusters Score -3102541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3102551.750000 Penalty: 4996.594238
	Iteration 46Q: 3 clusters Score -3102552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3102577.500000 Penalty: 4996.594238
	Iteration 47Q: 3 clusters Score -3102578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3102584.000000 Penalty: 4996.594238
	Iteration 48Q: 3 clusters Score -3102584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3102596.000000 Penalty: 4996.594238
	Iteration 49Q: 3 clusters Score -3102596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3102601.750000 Penalty: 4996.594238
	Iteration 50Q: 3 clusters Score -3102602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3102597.000000 Penalty: 4996.594238
	Iteration 51Q: 3 clusters Score -3102597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3102602.500000 Penalty: 4996.594238
	Iteration 52Q: 3 clusters Score -3102602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3102600.500000 Penalty: 4996.594238
	Iteration 53Q: 3 clusters Score -3102600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3102608.250000 Penalty: 4996.594238
	Iteration 54Q: 3 clusters Score -3102608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3102602.500000 Penalty: 4996.594238
	Iteration 55Q: 3 clusters Score -3102602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3102603.750000 Penalty: 4996.594238
	Iteration 56Q: 3 clusters Score -3102604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3102600.250000 Penalty: 4996.594238
	Iteration 57Q: 3 clusters Score -3102600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3102604.500000 Penalty: 4996.594238
	Iteration 58Q: 3 clusters Score -3102604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3102600.250000 Penalty: 4996.594238
	Iteration 59Q: 3 clusters Score -3102600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3102604.000000 Penalty: 4996.594238
	Iteration 60F: 3 clusters Score -3102604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3102605.750000 Penalty: 4996.594238
	Iteration 61Q: 3 clusters Score -3102606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3102607.250000 Penalty: 4996.594238
	Iteration 62Q: 3 clusters Score -3102607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3102607.250000 Penalty: 4996.594238
	Iteration 63F: 3 clusters Score -3102607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 10773 members 
Entering Unmasked Estep 
Score: -128937384.000000 Penalty: 91843.437500
Splitting cluster 15 changes total score from -128934856.000000 to -128937384.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -20939.994141 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -20939.99 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 107 members 
Entering Unmasked Estep 
Score: -19866.914062 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -19866.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19968.421875 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -19968.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19982.509766 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -19982.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19997.419922 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -19997.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20008.681641 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -20008.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20008.681641 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -20008.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Entering Unmasked Estep 
Score: -3317285.000000 Penalty: 2494.959229
	Iteration 0F: 2 clusters Score -3317285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3300963.750000 Penalty: 4989.918457
	Iteration 0F: 3 clusters Score -3300964 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3306702.000000 Penalty: 4989.918457
	Iteration 1F: 3 clusters Score -3306702 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3307143.500000 Penalty: 4989.918457
	Iteration 2F: 3 clusters Score -3307144 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3307580.500000 Penalty: 4989.918457
	Iteration 3Q: 3 clusters Score -3307580 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3308194.750000 Penalty: 4989.918457
	Iteration 4Q: 3 clusters Score -3308195 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3309035.000000 Penalty: 4989.918457
	Iteration 5F: 3 clusters Score -3309035 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3310110.000000 Penalty: 4989.918457
	Iteration 6F: 3 clusters Score -3310110 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3311315.000000 Penalty: 4989.918457
	Iteration 7F: 3 clusters Score -3311315 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3312449.250000 Penalty: 4989.918457
	Iteration 8F: 3 clusters Score -3312449 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3313446.000000 Penalty: 4989.918457
	Iteration 9F: 3 clusters Score -3313446 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3314229.500000 Penalty: 4989.918457
	Iteration 10Q: 3 clusters Score -3314230 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3314758.750000 Penalty: 4989.918457
	Iteration 11Q: 3 clusters Score -3314759 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3315194.000000 Penalty: 4989.918457
	Iteration 12Q: 3 clusters Score -3315194 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3315549.500000 Penalty: 4989.918457
	Iteration 13Q: 3 clusters Score -3315550 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3315948.500000 Penalty: 4989.918457
	Iteration 14Q: 3 clusters Score -3315948 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3316456.000000 Penalty: 4989.918457
	Iteration 15Q: 3 clusters Score -3316456 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3316698.000000 Penalty: 4989.918457
	Iteration 16Q: 3 clusters Score -3316698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3316774.000000 Penalty: 4989.918457
	Iteration 17Q: 3 clusters Score -3316774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3316806.750000 Penalty: 4989.918457
	Iteration 18Q: 3 clusters Score -3316807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3316827.000000 Penalty: 4989.918457
	Iteration 19Q: 3 clusters Score -3316827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3316841.500000 Penalty: 4989.918457
	Iteration 20F: 3 clusters Score -3316842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3316850.000000 Penalty: 4989.918457
	Iteration 21Q: 3 clusters Score -3316850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3316854.000000 Penalty: 4989.918457
	Iteration 22Q: 3 clusters Score -3316854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3316850.250000 Penalty: 4989.918457
	Iteration 23Q: 3 clusters Score -3316850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3316852.500000 Penalty: 4989.918457
	Iteration 24Q: 3 clusters Score -3316852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3316861.750000 Penalty: 4989.918457
	Iteration 25Q: 3 clusters Score -3316862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3316857.000000 Penalty: 4989.918457
	Iteration 26Q: 3 clusters Score -3316857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3316857.000000 Penalty: 4989.918457
	Iteration 27F: 3 clusters Score -3316857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Entering Unmasked Estep 
Score: -7084983.500000 Penalty: 2673.511719
	Iteration 0F: 2 clusters Score -7084984 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 23948 members 
Entering Unmasked Estep 
Score: -7052660.000000 Penalty: 5347.023438
	Iteration 0F: 3 clusters Score -7052660 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7065107.500000 Penalty: 5347.023438
	Iteration 1F: 3 clusters Score -7065108 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -7065613.000000 Penalty: 5347.023438
	Iteration 2Q: 3 clusters Score -7065613 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7066163.000000 Penalty: 5347.023438
	Iteration 3Q: 3 clusters Score -7066163 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7066659.500000 Penalty: 5347.023438
	Iteration 4Q: 3 clusters Score -7066660 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -7067421.500000 Penalty: 5347.023438
	Iteration 5Q: 3 clusters Score -7067422 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7068466.000000 Penalty: 5347.023438
	Iteration 6Q: 3 clusters Score -7068466 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -7069875.000000 Penalty: 5347.023438
	Iteration 7Q: 3 clusters Score -7069875 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -7071613.000000 Penalty: 5347.023438
	Iteration 8F: 3 clusters Score -7071613 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7073531.000000 Penalty: 5347.023438
	Iteration 9F: 3 clusters Score -7073531 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -7075627.500000 Penalty: 5347.023438
	Iteration 10F: 3 clusters Score -7075628 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7077487.000000 Penalty: 5347.023438
	Iteration 11Q: 3 clusters Score -7077487 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -7078759.500000 Penalty: 5347.023438
	Iteration 12Q: 3 clusters Score -7078760 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -7079494.500000 Penalty: 5347.023438
	Iteration 13Q: 3 clusters Score -7079494 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -7079969.000000 Penalty: 5347.023438
	Iteration 14Q: 3 clusters Score -7079969 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -7080321.500000 Penalty: 5347.023438
	Iteration 15Q: 3 clusters Score -7080322 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -7080594.500000 Penalty: 5347.023438
	Iteration 16Q: 3 clusters Score -7080594 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7080828.500000 Penalty: 5347.023438
	Iteration 17Q: 3 clusters Score -7080828 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7081062.000000 Penalty: 5347.023438
	Iteration 18Q: 3 clusters Score -7081062 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -7081268.500000 Penalty: 5347.023438
	Iteration 19Q: 3 clusters Score -7081268 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7081440.500000 Penalty: 5347.023438
	Iteration 20F: 3 clusters Score -7081440 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7081547.500000 Penalty: 5347.023438
	Iteration 21Q: 3 clusters Score -7081548 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7081696.000000 Penalty: 5347.023438
	Iteration 22Q: 3 clusters Score -7081696 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -7081774.000000 Penalty: 5347.023438
	Iteration 23Q: 3 clusters Score -7081774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7081863.500000 Penalty: 5347.023438
	Iteration 24Q: 3 clusters Score -7081864 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7081936.500000 Penalty: 5347.023438
	Iteration 25Q: 3 clusters Score -7081936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7081986.500000 Penalty: 5347.023438
	Iteration 26Q: 3 clusters Score -7081986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7082033.500000 Penalty: 5347.023438
	Iteration 27Q: 3 clusters Score -7082034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7082092.000000 Penalty: 5347.023438
	Iteration 28Q: 3 clusters Score -7082092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7082151.000000 Penalty: 5347.023438
	Iteration 29Q: 3 clusters Score -7082151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7082200.500000 Penalty: 5347.023438
	Iteration 30Q: 3 clusters Score -7082200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7082259.500000 Penalty: 5347.023438
	Iteration 31Q: 3 clusters Score -7082260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7082322.000000 Penalty: 5347.023438
	Iteration 32Q: 3 clusters Score -7082322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7082368.500000 Penalty: 5347.023438
	Iteration 33Q: 3 clusters Score -7082368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7082410.500000 Penalty: 5347.023438
	Iteration 34Q: 3 clusters Score -7082410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7082442.500000 Penalty: 5347.023438
	Iteration 35Q: 3 clusters Score -7082442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7082458.500000 Penalty: 5347.023438
	Iteration 36Q: 3 clusters Score -7082458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7082517.000000 Penalty: 5347.023438
	Iteration 37Q: 3 clusters Score -7082517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7082547.000000 Penalty: 5347.023438
	Iteration 38Q: 3 clusters Score -7082547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7082575.500000 Penalty: 5347.023438
	Iteration 39Q: 3 clusters Score -7082576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7082617.000000 Penalty: 5347.023438
	Iteration 40F: 3 clusters Score -7082617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7082624.500000 Penalty: 5347.023438
	Iteration 41Q: 3 clusters Score -7082624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7082639.500000 Penalty: 5347.023438
	Iteration 42Q: 3 clusters Score -7082640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7082653.500000 Penalty: 5347.023438
	Iteration 43Q: 3 clusters Score -7082654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7082677.000000 Penalty: 5347.023438
	Iteration 44Q: 3 clusters Score -7082677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7082685.500000 Penalty: 5347.023438
	Iteration 45Q: 3 clusters Score -7082686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7082694.000000 Penalty: 5347.023438
	Iteration 46Q: 3 clusters Score -7082694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7082722.500000 Penalty: 5347.023438
	Iteration 47Q: 3 clusters Score -7082722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7082729.000000 Penalty: 5347.023438
	Iteration 48Q: 3 clusters Score -7082729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7082744.500000 Penalty: 5347.023438
	Iteration 49Q: 3 clusters Score -7082744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7082751.500000 Penalty: 5347.023438
	Iteration 50Q: 3 clusters Score -7082752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7082757.000000 Penalty: 5347.023438
	Iteration 51Q: 3 clusters Score -7082757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7082767.000000 Penalty: 5347.023438
	Iteration 52Q: 3 clusters Score -7082767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7082777.500000 Penalty: 5347.023438
	Iteration 53Q: 3 clusters Score -7082778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7082784.500000 Penalty: 5347.023438
	Iteration 54Q: 3 clusters Score -7082784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7082777.000000 Penalty: 5347.023438
	Iteration 55Q: 3 clusters Score -7082777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7082782.000000 Penalty: 5347.023438
	Iteration 56Q: 3 clusters Score -7082782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7082784.000000 Penalty: 5347.023438
	Iteration 57Q: 3 clusters Score -7082784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7082785.000000 Penalty: 5347.023438
	Iteration 58Q: 3 clusters Score -7082785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7082785.000000 Penalty: 5347.023438
	Iteration 59F: 3 clusters Score -7082785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -1079105.500000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -1079106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1073034.625000 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -1073035 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1074612.250000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -1074612 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1074850.625000 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -1074851 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1075001.375000 Penalty: 4415.280762
	Iteration 3Q: 3 clusters Score -1075001 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1075105.625000 Penalty: 4415.280762
	Iteration 4Q: 3 clusters Score -1075106 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1075184.375000 Penalty: 4415.280762
	Iteration 5Q: 3 clusters Score -1075184 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1075243.375000 Penalty: 4415.280762
	Iteration 6Q: 3 clusters Score -1075243 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1075285.125000 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -1075285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1075321.000000 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -1075321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1075351.750000 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -1075352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1075377.375000 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -1075377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1075399.750000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -1075400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1075416.000000 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -1075416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1075430.375000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -1075430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1075447.750000 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -1075448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1075454.125000 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -1075454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1075470.250000 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -1075470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1075483.125000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -1075483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1075498.375000 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -1075498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1075514.500000 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -1075514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1075525.375000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -1075525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1075538.375000 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -1075538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1075551.250000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -1075551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1075562.000000 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -1075562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1075574.750000 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -1075575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1075589.250000 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -1075589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1075603.375000 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -1075603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1075611.750000 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -1075612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1075624.000000 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -1075624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1075637.625000 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -1075638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1075653.000000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -1075653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1075664.125000 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -1075664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1075679.750000 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -1075680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1075697.750000 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -1075698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1075728.250000 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -1075728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1075759.875000 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -1075760 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1075800.375000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -1075800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1075851.500000 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -1075852 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1075917.000000 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -1075917 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1075995.625000 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -1075996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1076080.250000 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -1076080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1076177.625000 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -1076178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1076299.125000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -1076299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1076414.000000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -1076414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1076525.000000 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -1076525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1076646.250000 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -1076646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1076738.000000 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -1076738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1076797.250000 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -1076797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1076847.750000 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -1076848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1076894.750000 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -1076895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1076945.250000 Penalty: 4415.280762
	Iteration 50Q: 3 clusters Score -1076945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1076997.250000 Penalty: 4415.280762
	Iteration 51Q: 3 clusters Score -1076997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1077037.500000 Penalty: 4415.280762
	Iteration 52Q: 3 clusters Score -1077038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1077065.625000 Penalty: 4415.280762
	Iteration 53Q: 3 clusters Score -1077066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1077083.625000 Penalty: 4415.280762
	Iteration 54Q: 3 clusters Score -1077084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1077096.875000 Penalty: 4415.280762
	Iteration 55Q: 3 clusters Score -1077097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1077105.625000 Penalty: 4415.280762
	Iteration 56Q: 3 clusters Score -1077106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1077114.500000 Penalty: 4415.280762
	Iteration 57Q: 3 clusters Score -1077114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1077116.500000 Penalty: 4415.280762
	Iteration 58Q: 3 clusters Score -1077116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1077119.000000 Penalty: 4415.280762
	Iteration 59Q: 3 clusters Score -1077119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1077121.125000 Penalty: 4415.280762
	Iteration 60F: 3 clusters Score -1077121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1077123.250000 Penalty: 4415.280762
	Iteration 61Q: 3 clusters Score -1077123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1077124.000000 Penalty: 4415.280762
	Iteration 62Q: 3 clusters Score -1077124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1077124.000000 Penalty: 4415.280762
	Iteration 63F: 3 clusters Score -1077124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -314245.937500 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -314245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311345.875000 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -311345.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -311906.437500 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -311906.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -312178.187500 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -312178.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312464.281250 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -312464.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -312836.812500 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -312836.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -313238.000000 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -313238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -313589.031250 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -313589 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -313810.531250 Penalty: 3851.090820
	Iteration 7F: 3 clusters Score -313810.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -313915.625000 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -313915.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -313969.781250 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -313969.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -314002.656250 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -314002.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -314023.406250 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -314023.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -314040.687500 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -314040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -314049.468750 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -314049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -314053.031250 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -314053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -314054.812500 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -314054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -314056.718750 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -314056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -314057.406250 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -314057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -314057.406250 Penalty: 3851.090820
	Iteration 18F: 3 clusters Score -314057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (174126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Entering Unmasked Estep 
Score: -25499294.000000 Penalty: 2992.748535
	Iteration 0F: 2 clusters Score -2.549929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -25389006.000000 Penalty: 5985.497070
	Iteration 0F: 3 clusters Score -2.538901e+07 nChanged 83605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -25438728.000000 Penalty: 5985.497070
	Iteration 1F: 3 clusters Score -2.543873e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -25440946.000000 Penalty: 5985.497070
	Iteration 2Q: 3 clusters Score -2.544095e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -25443938.000000 Penalty: 5985.497070
	Iteration 3Q: 3 clusters Score -2.544394e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -25448858.000000 Penalty: 5985.497070
	Iteration 4F: 3 clusters Score -2.544886e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -25455390.000000 Penalty: 5985.497070
	Iteration 5F: 3 clusters Score -2.545539e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -25463630.000000 Penalty: 5985.497070
	Iteration 6F: 3 clusters Score -2.546363e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -25471748.000000 Penalty: 5985.497070
	Iteration 7F: 3 clusters Score -2.547175e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -25477948.000000 Penalty: 5985.497070
	Iteration 8F: 3 clusters Score -2.547795e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -25480878.000000 Penalty: 5985.497070
	Iteration 9Q: 3 clusters Score -2.548088e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -25482296.000000 Penalty: 5985.497070
	Iteration 10Q: 3 clusters Score -2.54823e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -25483180.000000 Penalty: 5985.497070
	Iteration 11Q: 3 clusters Score -2.548318e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -25483910.000000 Penalty: 5985.497070
	Iteration 12Q: 3 clusters Score -2.548391e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -25484696.000000 Penalty: 5985.497070
	Iteration 13Q: 3 clusters Score -2.54847e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -25485328.000000 Penalty: 5985.497070
	Iteration 14Q: 3 clusters Score -2.548533e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -25486160.000000 Penalty: 5985.497070
	Iteration 15Q: 3 clusters Score -2.548616e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -25486994.000000 Penalty: 5985.497070
	Iteration 16Q: 3 clusters Score -2.548699e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -25487606.000000 Penalty: 5985.497070
	Iteration 17Q: 3 clusters Score -2.548761e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -25488132.000000 Penalty: 5985.497070
	Iteration 18Q: 3 clusters Score -2.548813e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -25488796.000000 Penalty: 5985.497070
	Iteration 19Q: 3 clusters Score -2.54888e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -25489320.000000 Penalty: 5985.497070
	Iteration 20F: 3 clusters Score -2.548932e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -25489938.000000 Penalty: 5985.497070
	Iteration 21Q: 3 clusters Score -2.548994e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120734 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -25490496.000000 Penalty: 5985.497070
	Iteration 22Q: 3 clusters Score -2.54905e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -25490996.000000 Penalty: 5985.497070
	Iteration 23Q: 3 clusters Score -2.5491e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -25491488.000000 Penalty: 5985.497070
	Iteration 24Q: 3 clusters Score -2.549149e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131510 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -25491954.000000 Penalty: 5985.497070
	Iteration 25Q: 3 clusters Score -2.549195e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135022 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -25492182.000000 Penalty: 5985.497070
	Iteration 26Q: 3 clusters Score -2.549218e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -25492510.000000 Penalty: 5985.497070
	Iteration 27Q: 3 clusters Score -2.549251e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141614 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -25492894.000000 Penalty: 5985.497070
	Iteration 28Q: 3 clusters Score -2.549289e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -25493476.000000 Penalty: 5985.497070
	Iteration 29Q: 3 clusters Score -2.549348e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -25493966.000000 Penalty: 5985.497070
	Iteration 30Q: 3 clusters Score -2.549397e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -25494412.000000 Penalty: 5985.497070
	Iteration 31Q: 3 clusters Score -2.549441e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -25494590.000000 Penalty: 5985.497070
	Iteration 32Q: 3 clusters Score -2.549459e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -25494696.000000 Penalty: 5985.497070
	Iteration 33Q: 3 clusters Score -2.54947e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -25494894.000000 Penalty: 5985.497070
	Iteration 34Q: 3 clusters Score -2.549489e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -25494992.000000 Penalty: 5985.497070
	Iteration 35Q: 3 clusters Score -2.549499e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -25495170.000000 Penalty: 5985.497070
	Iteration 36Q: 3 clusters Score -2.549517e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -25495256.000000 Penalty: 5985.497070
	Iteration 37Q: 3 clusters Score -2.549526e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -25495488.000000 Penalty: 5985.497070
	Iteration 38Q: 3 clusters Score -2.549549e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -25495626.000000 Penalty: 5985.497070
	Iteration 39Q: 3 clusters Score -2.549563e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164394 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -25496316.000000 Penalty: 5985.497070
	Iteration 40F: 3 clusters Score -2.549632e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -25496612.000000 Penalty: 5985.497070
	Iteration 41Q: 3 clusters Score -2.549661e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -25496854.000000 Penalty: 5985.497070
	Iteration 42Q: 3 clusters Score -2.549685e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -25497148.000000 Penalty: 5985.497070
	Iteration 43Q: 3 clusters Score -2.549715e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -25497292.000000 Penalty: 5985.497070
	Iteration 44Q: 3 clusters Score -2.549729e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -25497556.000000 Penalty: 5985.497070
	Iteration 45Q: 3 clusters Score -2.549756e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -25497634.000000 Penalty: 5985.497070
	Iteration 46Q: 3 clusters Score -2.549763e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170210 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -25497648.000000 Penalty: 5985.497070
	Iteration 47Q: 3 clusters Score -2.549765e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -25497696.000000 Penalty: 5985.497070
	Iteration 48Q: 3 clusters Score -2.54977e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -25497778.000000 Penalty: 5985.497070
	Iteration 49Q: 3 clusters Score -2.549778e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25497762.000000 Penalty: 5985.497070
	Iteration 50Q: 3 clusters Score -2.549776e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25497792.000000 Penalty: 5985.497070
	Iteration 51Q: 3 clusters Score -2.549779e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -25497882.000000 Penalty: 5985.497070
	Iteration 52Q: 3 clusters Score -2.549788e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -25497936.000000 Penalty: 5985.497070
	Iteration 53Q: 3 clusters Score -2.549794e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25497966.000000 Penalty: 5985.497070
	Iteration 54Q: 3 clusters Score -2.549797e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25497992.000000 Penalty: 5985.497070
	Iteration 55Q: 3 clusters Score -2.549799e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -25497996.000000 Penalty: 5985.497070
	Iteration 56Q: 3 clusters Score -2.5498e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -25498026.000000 Penalty: 5985.497070
	Iteration 57Q: 3 clusters Score -2.549803e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -25497992.000000 Penalty: 5985.497070
	Iteration 58Q: 3 clusters Score -2.549799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -25497996.000000 Penalty: 5985.497070
	Iteration 59Q: 3 clusters Score -2.5498e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -25497988.000000 Penalty: 5985.497070
	Iteration 60F: 3 clusters Score -2.549799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25497974.000000 Penalty: 5985.497070
	Iteration 61Q: 3 clusters Score -2.549797e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -25497970.000000 Penalty: 5985.497070
	Iteration 62Q: 3 clusters Score -2.549797e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -25497964.000000 Penalty: 5985.497070
	Iteration 63Q: 3 clusters Score -2.549796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25497966.000000 Penalty: 5985.497070
	Iteration 64Q: 3 clusters Score -2.549797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25498036.000000 Penalty: 5985.497070
	Iteration 65Q: 3 clusters Score -2.549804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -25498050.000000 Penalty: 5985.497070
	Iteration 66Q: 3 clusters Score -2.549805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -25498054.000000 Penalty: 5985.497070
	Iteration 67Q: 3 clusters Score -2.549805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -25498072.000000 Penalty: 5985.497070
	Iteration 68Q: 3 clusters Score -2.549807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25498044.000000 Penalty: 5985.497070
	Iteration 69Q: 3 clusters Score -2.549804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25498050.000000 Penalty: 5985.497070
	Iteration 70Q: 3 clusters Score -2.549805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -25498038.000000 Penalty: 5985.497070
	Iteration 71Q: 3 clusters Score -2.549804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170765 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -25498044.000000 Penalty: 5985.497070
	Iteration 72Q: 3 clusters Score -2.549804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -25498016.000000 Penalty: 5985.497070
	Iteration 73Q: 3 clusters Score -2.549802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -25498046.000000 Penalty: 5985.497070
	Iteration 74Q: 3 clusters Score -2.549805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -25498052.000000 Penalty: 5985.497070
	Iteration 75Q: 3 clusters Score -2.549805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -25498050.000000 Penalty: 5985.497070
	Iteration 76Q: 3 clusters Score -2.549805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -25498054.000000 Penalty: 5985.497070
	Iteration 77Q: 3 clusters Score -2.549805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170669 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -25498106.000000 Penalty: 5985.497070
	Iteration 78Q: 3 clusters Score -2.549811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -25498102.000000 Penalty: 5985.497070
	Iteration 79Q: 3 clusters Score -2.54981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25498100.000000 Penalty: 5985.497070
	Iteration 80F: 3 clusters Score -2.54981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25498096.000000 Penalty: 5985.497070
	Iteration 81Q: 3 clusters Score -2.54981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -25498088.000000 Penalty: 5985.497070
	Iteration 82Q: 3 clusters Score -2.549809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25498090.000000 Penalty: 5985.497070
	Iteration 83Q: 3 clusters Score -2.549809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -25498074.000000 Penalty: 5985.497070
	Iteration 84Q: 3 clusters Score -2.549807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -25498072.000000 Penalty: 5985.497070
	Iteration 85Q: 3 clusters Score -2.549807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -25498086.000000 Penalty: 5985.497070
	Iteration 86Q: 3 clusters Score -2.549809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -25498072.000000 Penalty: 5985.497070
	Iteration 87Q: 3 clusters Score -2.549807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -25498074.000000 Penalty: 5985.497070
	Iteration 88Q: 3 clusters Score -2.549807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -25498074.000000 Penalty: 5985.497070
	Iteration 89Q: 3 clusters Score -2.549807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -25498086.000000 Penalty: 5985.497070
	Iteration 90Q: 3 clusters Score -2.549809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -25498078.000000 Penalty: 5985.497070
	Iteration 91Q: 3 clusters Score -2.549808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -25498086.000000 Penalty: 5985.497070
	Iteration 92Q: 3 clusters Score -2.549809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -25498082.000000 Penalty: 5985.497070
	Iteration 93Q: 3 clusters Score -2.549808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -25498094.000000 Penalty: 5985.497070
	Iteration 94Q: 3 clusters Score -2.549809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -25498072.000000 Penalty: 5985.497070
	Iteration 95Q: 3 clusters Score -2.549807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -25498082.000000 Penalty: 5985.497070
	Iteration 96Q: 3 clusters Score -2.549808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -25498092.000000 Penalty: 5985.497070
	Iteration 97Q: 3 clusters Score -2.549809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -25498084.000000 Penalty: 5985.497070
	Iteration 98Q: 3 clusters Score -2.549808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -25498082.000000 Penalty: 5985.497070
	Iteration 99Q: 3 clusters Score -2.549808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -25498080.000000 Penalty: 5985.497070
	Iteration 100F: 3 clusters Score -2.549808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -25498076.000000 Penalty: 5985.497070
	Iteration 101Q: 3 clusters Score -2.549808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -25498076.000000 Penalty: 5985.497070
	Iteration 102F: 3 clusters Score -2.549808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -110936.890625 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -110936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109456.898438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -109456.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110545.070312 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -110545.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111054.484375 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -111054.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111527.359375 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -111527.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111807.445312 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -111807.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111955.609375 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -111955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112056.406250 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112125.875000 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112195.335938 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112246.031250 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112299.984375 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112314.320312 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -112314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -112323.640625 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -112323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112337.578125 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -112337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112350.007812 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -112350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112357.226562 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -112357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112360.476562 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -112360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112423.671875 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -112423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112454.328125 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -112454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112479.109375 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -112479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112482.851562 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -112482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112497.281250 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -112497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112503.242188 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -112503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112513.304688 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -112513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112533.179688 Penalty: 3404.964355
	Iteration 24Q: 3 clusters Score -112533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112538.539062 Penalty: 3404.964355
	Iteration 25Q: 3 clusters Score -112538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112542.468750 Penalty: 3404.964355
	Iteration 26Q: 3 clusters Score -112542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112556.867188 Penalty: 3404.964355
	Iteration 27Q: 3 clusters Score -112556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112563.937500 Penalty: 3404.964355
	Iteration 28Q: 3 clusters Score -112563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112568.703125 Penalty: 3404.964355
	Iteration 29Q: 3 clusters Score -112568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112570.820312 Penalty: 3404.964355
	Iteration 30Q: 3 clusters Score -112570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112570.820312 Penalty: 3404.964355
	Iteration 31F: 3 clusters Score -112570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 302 members 
Entering Unmasked Estep 
Score: -128937408.000000 Penalty: 95245.046875
Splitting cluster 22 changes total score from -128934856.000000 to -128937408.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 23 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -326168.625000 Penalty: 1965.976440
	Iteration 0F: 2 clusters Score -326168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -323053.062500 Penalty: 3931.952881
	Iteration 0F: 3 clusters Score -323053.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -323699.437500 Penalty: 3931.952881
	Iteration 1F: 3 clusters Score -323699.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -323861.843750 Penalty: 3931.952881
	Iteration 2F: 3 clusters Score -323861.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -324000.062500 Penalty: 3931.952881
	Iteration 3Q: 3 clusters Score -324000.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -324147.937500 Penalty: 3931.952881
	Iteration 4Q: 3 clusters Score -324147.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324287.843750 Penalty: 3931.952881
	Iteration 5Q: 3 clusters Score -324287.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324459.375000 Penalty: 3931.952881
	Iteration 6F: 3 clusters Score -324459.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324621.406250 Penalty: 3931.952881
	Iteration 7Q: 3 clusters Score -324621.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324814.718750 Penalty: 3931.952881
	Iteration 8F: 3 clusters Score -324814.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -324978.406250 Penalty: 3931.952881
	Iteration 9Q: 3 clusters Score -324978.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -325143.406250 Penalty: 3931.952881
	Iteration 10Q: 3 clusters Score -325143.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325298.750000 Penalty: 3931.952881
	Iteration 11Q: 3 clusters Score -325298.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -325423.031250 Penalty: 3931.952881
	Iteration 12Q: 3 clusters Score -325423 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -325532.562500 Penalty: 3931.952881
	Iteration 13Q: 3 clusters Score -325532.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -325635.875000 Penalty: 3931.952881
	Iteration 14Q: 3 clusters Score -325635.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -325710.906250 Penalty: 3931.952881
	Iteration 15Q: 3 clusters Score -325710.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -325777.125000 Penalty: 3931.952881
	Iteration 16Q: 3 clusters Score -325777.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -325826.875000 Penalty: 3931.952881
	Iteration 17Q: 3 clusters Score -325826.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -325856.125000 Penalty: 3931.952881
	Iteration 18Q: 3 clusters Score -325856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -325877.187500 Penalty: 3931.952881
	Iteration 19Q: 3 clusters Score -325877.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -325891.437500 Penalty: 3931.952881
	Iteration 20F: 3 clusters Score -325891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -325901.875000 Penalty: 3931.952881
	Iteration 21Q: 3 clusters Score -325901.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -325928.625000 Penalty: 3931.952881
	Iteration 22Q: 3 clusters Score -325928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -325950.218750 Penalty: 3931.952881
	Iteration 23Q: 3 clusters Score -325950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -325956.843750 Penalty: 3931.952881
	Iteration 24Q: 3 clusters Score -325956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -325960.968750 Penalty: 3931.952881
	Iteration 25Q: 3 clusters Score -325961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -325962.187500 Penalty: 3931.952881
	Iteration 26Q: 3 clusters Score -325962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -325962.187500 Penalty: 3931.952881
	Iteration 27F: 3 clusters Score -325962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (206863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206863 members 
Entering Unmasked Estep 
Score: -30237134.000000 Penalty: 3035.473389
	Iteration 0F: 2 clusters Score -3.023713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -30109704.000000 Penalty: 6070.946777
	Iteration 0F: 3 clusters Score -3.01097e+07 nChanged 99613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -30168488.000000 Penalty: 6070.946777
	Iteration 1F: 3 clusters Score -3.016849e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -30170534.000000 Penalty: 6070.946777
	Iteration 2Q: 3 clusters Score -3.017053e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -30173670.000000 Penalty: 6070.946777
	Iteration 3Q: 3 clusters Score -3.017367e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -30178792.000000 Penalty: 6070.946777
	Iteration 4F: 3 clusters Score -3.017879e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -30185694.000000 Penalty: 6070.946777
	Iteration 5F: 3 clusters Score -3.018569e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -30194796.000000 Penalty: 6070.946777
	Iteration 6F: 3 clusters Score -3.01948e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -30204526.000000 Penalty: 6070.946777
	Iteration 7F: 3 clusters Score -3.020453e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -30213274.000000 Penalty: 6070.946777
	Iteration 8F: 3 clusters Score -3.021327e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -30218052.000000 Penalty: 6070.946777
	Iteration 9Q: 3 clusters Score -3.021805e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -30220012.000000 Penalty: 6070.946777
	Iteration 10Q: 3 clusters Score -3.022001e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -30220800.000000 Penalty: 6070.946777
	Iteration 11Q: 3 clusters Score -3.02208e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -30221800.000000 Penalty: 6070.946777
	Iteration 12Q: 3 clusters Score -3.02218e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -30222608.000000 Penalty: 6070.946777
	Iteration 13Q: 3 clusters Score -3.022261e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -30223448.000000 Penalty: 6070.946777
	Iteration 14Q: 3 clusters Score -3.022345e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -30224470.000000 Penalty: 6070.946777
	Iteration 15Q: 3 clusters Score -3.022447e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152533 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -30225384.000000 Penalty: 6070.946777
	Iteration 16Q: 3 clusters Score -3.022538e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -30226224.000000 Penalty: 6070.946777
	Iteration 17Q: 3 clusters Score -3.022622e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -30226882.000000 Penalty: 6070.946777
	Iteration 18Q: 3 clusters Score -3.022688e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -30227492.000000 Penalty: 6070.946777
	Iteration 19Q: 3 clusters Score -3.022749e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -30228040.000000 Penalty: 6070.946777
	Iteration 20F: 3 clusters Score -3.022804e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -30228688.000000 Penalty: 6070.946777
	Iteration 21Q: 3 clusters Score -3.022869e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -30229220.000000 Penalty: 6070.946777
	Iteration 22Q: 3 clusters Score -3.022922e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -30229792.000000 Penalty: 6070.946777
	Iteration 23Q: 3 clusters Score -3.022979e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -30230204.000000 Penalty: 6070.946777
	Iteration 24Q: 3 clusters Score -3.02302e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -30230570.000000 Penalty: 6070.946777
	Iteration 25Q: 3 clusters Score -3.023057e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -30231052.000000 Penalty: 6070.946777
	Iteration 26Q: 3 clusters Score -3.023105e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170504 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -30231546.000000 Penalty: 6070.946777
	Iteration 27Q: 3 clusters Score -3.023155e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -30232110.000000 Penalty: 6070.946777
	Iteration 28Q: 3 clusters Score -3.023211e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -30232576.000000 Penalty: 6070.946777
	Iteration 29Q: 3 clusters Score -3.023258e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -30233368.000000 Penalty: 6070.946777
	Iteration 30Q: 3 clusters Score -3.023337e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -30233970.000000 Penalty: 6070.946777
	Iteration 31Q: 3 clusters Score -3.023397e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -30234824.000000 Penalty: 6070.946777
	Iteration 32Q: 3 clusters Score -3.023482e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181738 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -30235256.000000 Penalty: 6070.946777
	Iteration 33Q: 3 clusters Score -3.023526e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183922 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -30235850.000000 Penalty: 6070.946777
	Iteration 34Q: 3 clusters Score -3.023585e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186199 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -30236210.000000 Penalty: 6070.946777
	Iteration 35Q: 3 clusters Score -3.023621e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188480 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -30236602.000000 Penalty: 6070.946777
	Iteration 36Q: 3 clusters Score -3.02366e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -30237118.000000 Penalty: 6070.946777
	Iteration 37Q: 3 clusters Score -3.023712e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192921 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -30237528.000000 Penalty: 6070.946777
	Iteration 38Q: 3 clusters Score -3.023753e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -30237662.000000 Penalty: 6070.946777
	Iteration 39Q: 3 clusters Score -3.023766e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196752 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -30237626.000000 Penalty: 6070.946777
	Iteration 40F: 3 clusters Score -3.023763e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -30237570.000000 Penalty: 6070.946777
	Iteration 41Q: 3 clusters Score -3.023757e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199744 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -30237474.000000 Penalty: 6070.946777
	Iteration 42Q: 3 clusters Score -3.023747e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -30237188.000000 Penalty: 6070.946777
	Iteration 43Q: 3 clusters Score -3.023719e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201744 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -30237030.000000 Penalty: 6070.946777
	Iteration 44Q: 3 clusters Score -3.023703e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202458 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -30236812.000000 Penalty: 6070.946777
	Iteration 45Q: 3 clusters Score -3.023681e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203040 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -30236670.000000 Penalty: 6070.946777
	Iteration 46Q: 3 clusters Score -3.023667e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203537 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -30236602.000000 Penalty: 6070.946777
	Iteration 47Q: 3 clusters Score -3.02366e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203927 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -30236312.000000 Penalty: 6070.946777
	Iteration 48Q: 3 clusters Score -3.023631e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204241 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -30236152.000000 Penalty: 6070.946777
	Iteration 49Q: 3 clusters Score -3.023615e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204500 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -30235986.000000 Penalty: 6070.946777
	Iteration 50Q: 3 clusters Score -3.023599e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204715 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -30235846.000000 Penalty: 6070.946777
	Iteration 51Q: 3 clusters Score -3.023585e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204899 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -30235706.000000 Penalty: 6070.946777
	Iteration 52Q: 3 clusters Score -3.023571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205040 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -30235660.000000 Penalty: 6070.946777
	Iteration 53Q: 3 clusters Score -3.023566e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205167 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -30235554.000000 Penalty: 6070.946777
	Iteration 54Q: 3 clusters Score -3.023555e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205267 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -30235510.000000 Penalty: 6070.946777
	Iteration 55Q: 3 clusters Score -3.023551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205361 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -30235466.000000 Penalty: 6070.946777
	Iteration 56Q: 3 clusters Score -3.023547e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205429 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -30235428.000000 Penalty: 6070.946777
	Iteration 57Q: 3 clusters Score -3.023543e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205485 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -30235392.000000 Penalty: 6070.946777
	Iteration 58Q: 3 clusters Score -3.023539e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205544 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -30235378.000000 Penalty: 6070.946777
	Iteration 59Q: 3 clusters Score -3.023538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205589 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -30235378.000000 Penalty: 6070.946777
	Iteration 60F: 3 clusters Score -3.023538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205625 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -30235386.000000 Penalty: 6070.946777
	Iteration 61Q: 3 clusters Score -3.023539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205650 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -30235344.000000 Penalty: 6070.946777
	Iteration 62Q: 3 clusters Score -3.023534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205671 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -30235296.000000 Penalty: 6070.946777
	Iteration 63Q: 3 clusters Score -3.02353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -30235288.000000 Penalty: 6070.946777
	Iteration 64Q: 3 clusters Score -3.023529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205715 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -30235306.000000 Penalty: 6070.946777
	Iteration 65Q: 3 clusters Score -3.023531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205740 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -30235314.000000 Penalty: 6070.946777
	Iteration 66Q: 3 clusters Score -3.023531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205763 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -30235314.000000 Penalty: 6070.946777
	Iteration 67Q: 3 clusters Score -3.023531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205783 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -30235320.000000 Penalty: 6070.946777
	Iteration 68Q: 3 clusters Score -3.023532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205799 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -30235306.000000 Penalty: 6070.946777
	Iteration 69Q: 3 clusters Score -3.023531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205821 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30235256.000000 Penalty: 6070.946777
	Iteration 70Q: 3 clusters Score -3.023526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205835 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -30235276.000000 Penalty: 6070.946777
	Iteration 71Q: 3 clusters Score -3.023528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205848 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -30235274.000000 Penalty: 6070.946777
	Iteration 72Q: 3 clusters Score -3.023527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205856 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -30235262.000000 Penalty: 6070.946777
	Iteration 73Q: 3 clusters Score -3.023526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205864 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -30235256.000000 Penalty: 6070.946777
	Iteration 74Q: 3 clusters Score -3.023526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205873 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -30235226.000000 Penalty: 6070.946777
	Iteration 75Q: 3 clusters Score -3.023523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205881 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30235222.000000 Penalty: 6070.946777
	Iteration 76Q: 3 clusters Score -3.023522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205885 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30235232.000000 Penalty: 6070.946777
	Iteration 77Q: 3 clusters Score -3.023523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205886 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -30235230.000000 Penalty: 6070.946777
	Iteration 78Q: 3 clusters Score -3.023523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205885 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30235228.000000 Penalty: 6070.946777
	Iteration 79Q: 3 clusters Score -3.023523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205885 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30235228.000000 Penalty: 6070.946777
	Iteration 80F: 3 clusters Score -3.023523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 40207 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 33483 members 
Mstep: Class 7 contains 38802 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44497 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 38805 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23396 members 
Mstep: Class 18 contains 48064 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 174126 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 206863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939216.000000 Penalty: 95245.046875
Iteration 79Q: 29 clusters Score -1.289392e+08 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 40070 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 8306 members 
Mstep: Class 5 contains 27789 members 
Mstep: Class 6 contains 33093 members 
Mstep: Class 7 contains 38984 members 
Mstep: Class 8 contains 29553 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 105599 members 
Mstep: Class 12 contains 38893 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 13502 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 23908 members 
Mstep: Class 18 contains 48163 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 173940 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 206704 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 10383 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942072.000000 Penalty: 95245.046875
Iteration 80F: 29 clusters Score -1.289421e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 39853 members 
Mstep: Class 3 contains 2515 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 27818 members 
Mstep: Class 6 contains 32673 members 
Mstep: Class 7 contains 38971 members 
Mstep: Class 8 contains 29555 members 
Mstep: Class 9 contains 44431 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 105618 members 
Mstep: Class 12 contains 38946 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 774 members 
Mstep: Class 15 contains 13731 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 23974 members 
Mstep: Class 18 contains 48242 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 173725 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 206630 members 
Mstep: Class 25 contains 3663 members 
Mstep: Class 26 contains 1034 members 
Mstep: Class 27 contains 11076 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942960.000000 Penalty: 95245.046875
Iteration 81Q: 29 clusters Score -1.28943e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 27844 members 
Mstep: Class 6 contains 32343 members 
Mstep: Class 7 contains 39018 members 
Mstep: Class 8 contains 29548 members 
Mstep: Class 9 contains 44395 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 105612 members 
Mstep: Class 12 contains 39007 members 
Mstep: Class 13 contains 11972 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 13996 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 24094 members 
Mstep: Class 18 contains 48332 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 173442 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 206597 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 11383 members 
Mstep: Class 28 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943680.000000 Penalty: 95245.046875
Iteration 82Q: 29 clusters Score -1.289437e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 39666 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 32080 members 
Mstep: Class 7 contains 39084 members 
Mstep: Class 8 contains 29536 members 
Mstep: Class 9 contains 44357 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105604 members 
Mstep: Class 12 contains 39056 members 
Mstep: Class 13 contains 11923 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14177 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 24230 members 
Mstep: Class 18 contains 48393 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 173190 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 206590 members 
Mstep: Class 25 contains 3868 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944176.000000 Penalty: 95245.046875
Iteration 83Q: 29 clusters Score -1.289442e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 39626 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 27889 members 
Mstep: Class 6 contains 31868 members 
Mstep: Class 7 contains 39145 members 
Mstep: Class 8 contains 29523 members 
Mstep: Class 9 contains 44322 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105595 members 
Mstep: Class 12 contains 39099 members 
Mstep: Class 13 contains 11887 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14335 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 24339 members 
Mstep: Class 18 contains 48488 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 172940 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2905 members 
Mstep: Class 24 contains 206579 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 11742 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944592.000000 Penalty: 95245.046875
Iteration 84Q: 29 clusters Score -1.289446e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 39618 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 31715 members 
Mstep: Class 7 contains 39181 members 
Mstep: Class 8 contains 29529 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105580 members 
Mstep: Class 12 contains 39124 members 
Mstep: Class 13 contains 11856 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 24458 members 
Mstep: Class 18 contains 48581 members 
Mstep: Class 19 contains 7447 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 172703 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 206551 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944792.000000 Penalty: 95245.046875
Iteration 85Q: 29 clusters Score -1.289448e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 39621 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 7638 members 
Mstep: Class 5 contains 27944 members 
Mstep: Class 6 contains 31566 members 
Mstep: Class 7 contains 39232 members 
Mstep: Class 8 contains 29526 members 
Mstep: Class 9 contains 44245 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105550 members 
Mstep: Class 12 contains 39164 members 
Mstep: Class 13 contains 11824 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14510 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 24577 members 
Mstep: Class 18 contains 48671 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 172447 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 206551 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 11978 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945296.000000 Penalty: 95245.046875
Iteration 86Q: 29 clusters Score -1.289453e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 39624 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 7576 members 
Mstep: Class 5 contains 27960 members 
Mstep: Class 6 contains 31470 members 
Mstep: Class 7 contains 39282 members 
Mstep: Class 8 contains 29522 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 105532 members 
Mstep: Class 12 contains 39210 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14572 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 24677 members 
Mstep: Class 18 contains 48787 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 172214 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 206502 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12057 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945512.000000 Penalty: 95245.046875
Iteration 87Q: 29 clusters Score -1.289455e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 39629 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 27978 members 
Mstep: Class 6 contains 31392 members 
Mstep: Class 7 contains 39318 members 
Mstep: Class 8 contains 29529 members 
Mstep: Class 9 contains 44187 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105512 members 
Mstep: Class 12 contains 39257 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 24760 members 
Mstep: Class 18 contains 48922 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 171999 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 206439 members 
Mstep: Class 25 contains 4018 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12114 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945848.000000 Penalty: 95245.046875
Iteration 88Q: 29 clusters Score -1.289458e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 39635 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 27995 members 
Mstep: Class 6 contains 31306 members 
Mstep: Class 7 contains 39360 members 
Mstep: Class 8 contains 29528 members 
Mstep: Class 9 contains 44154 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105518 members 
Mstep: Class 12 contains 39277 members 
Mstep: Class 13 contains 11721 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14666 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 49033 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 171821 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 206371 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12157 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946344.000000 Penalty: 95245.046875
Iteration 89Q: 29 clusters Score -1.289463e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 39640 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 31228 members 
Mstep: Class 7 contains 39433 members 
Mstep: Class 8 contains 29523 members 
Mstep: Class 9 contains 44120 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105501 members 
Mstep: Class 12 contains 39299 members 
Mstep: Class 13 contains 11679 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 49138 members 
Mstep: Class 19 contains 7499 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 171641 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 206310 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12184 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946440.000000 Penalty: 95245.046875
Iteration 90Q: 29 clusters Score -1.289464e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 39643 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 28045 members 
Mstep: Class 6 contains 31145 members 
Mstep: Class 7 contains 39516 members 
Mstep: Class 8 contains 29520 members 
Mstep: Class 9 contains 44099 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105500 members 
Mstep: Class 12 contains 39331 members 
Mstep: Class 13 contains 11629 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 49231 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 171441 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 206279 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12210 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946552.000000 Penalty: 95245.046875
Iteration 91Q: 29 clusters Score -1.289466e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 28063 members 
Mstep: Class 6 contains 31089 members 
Mstep: Class 7 contains 39625 members 
Mstep: Class 8 contains 29512 members 
Mstep: Class 9 contains 44085 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105469 members 
Mstep: Class 12 contains 39346 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14774 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25075 members 
Mstep: Class 18 contains 49318 members 
Mstep: Class 19 contains 7538 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 171274 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 206265 members 
Mstep: Class 25 contains 4065 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12230 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946776.000000 Penalty: 95245.046875
Iteration 92Q: 29 clusters Score -1.289468e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7395 members 
Mstep: Class 5 contains 28086 members 
Mstep: Class 6 contains 31053 members 
Mstep: Class 7 contains 39710 members 
Mstep: Class 8 contains 29509 members 
Mstep: Class 9 contains 44078 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105461 members 
Mstep: Class 12 contains 39367 members 
Mstep: Class 13 contains 11505 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14809 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25118 members 
Mstep: Class 18 contains 49387 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 171096 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2997 members 
Mstep: Class 24 contains 206268 members 
Mstep: Class 25 contains 4069 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12246 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946664.000000 Penalty: 95245.046875
Iteration 93Q: 29 clusters Score -1.289467e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 31027 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 29506 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105456 members 
Mstep: Class 12 contains 39389 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14828 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 49470 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 170906 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 206270 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946848.000000 Penalty: 95245.046875
Iteration 94Q: 29 clusters Score -1.289468e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 39646 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 28141 members 
Mstep: Class 6 contains 31005 members 
Mstep: Class 7 contains 39970 members 
Mstep: Class 8 contains 29497 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 105450 members 
Mstep: Class 12 contains 39395 members 
Mstep: Class 13 contains 11241 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14856 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25203 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 170724 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 206295 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 12263 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947320.000000 Penalty: 95245.046875
Iteration 95Q: 29 clusters Score -1.289473e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 39650 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 28167 members 
Mstep: Class 6 contains 30984 members 
Mstep: Class 7 contains 40209 members 
Mstep: Class 8 contains 29493 members 
Mstep: Class 9 contains 44084 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105452 members 
Mstep: Class 12 contains 39412 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14884 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 18 contains 49616 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 170537 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 206276 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 12271 members 
Mstep: Class 28 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947952.000000 Penalty: 95245.046875
Iteration 96Q: 29 clusters Score -1.28948e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 39654 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 28186 members 
Mstep: Class 6 contains 30968 members 
Mstep: Class 7 contains 40370 members 
Mstep: Class 8 contains 29495 members 
Mstep: Class 9 contains 44081 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105476 members 
Mstep: Class 12 contains 39424 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14918 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25262 members 
Mstep: Class 18 contains 49703 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 170325 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 206259 members 
Mstep: Class 25 contains 4089 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 12280 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948656.000000 Penalty: 95245.046875
Iteration 97Q: 29 clusters Score -1.289487e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 39656 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 7344 members 
Mstep: Class 5 contains 28196 members 
Mstep: Class 6 contains 30954 members 
Mstep: Class 7 contains 40399 members 
Mstep: Class 8 contains 29494 members 
Mstep: Class 9 contains 44093 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 105480 members 
Mstep: Class 12 contains 39452 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 25282 members 
Mstep: Class 18 contains 49789 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 170124 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 206238 members 
Mstep: Class 25 contains 4093 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 12287 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948600.000000 Penalty: 95245.046875
Iteration 98Q: 29 clusters Score -1.289486e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 39659 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 28209 members 
Mstep: Class 6 contains 30949 members 
Mstep: Class 7 contains 40392 members 
Mstep: Class 8 contains 29495 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 105494 members 
Mstep: Class 12 contains 39476 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15004 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25291 members 
Mstep: Class 18 contains 49867 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 169955 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 206190 members 
Mstep: Class 25 contains 4097 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 12306 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948400.000000 Penalty: 95245.046875
Iteration 99Q: 29 clusters Score -1.289484e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 39669 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 28232 members 
Mstep: Class 6 contains 30933 members 
Mstep: Class 7 contains 40400 members 
Mstep: Class 8 contains 29492 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 105489 members 
Mstep: Class 12 contains 39491 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15026 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 169823 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2997 members 
Mstep: Class 24 contains 206154 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 12320 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948552.000000 Penalty: 95245.046875
Iteration 100F: 29 clusters Score -1.289486e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 39681 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 7332 members 
Mstep: Class 5 contains 28252 members 
Mstep: Class 6 contains 30918 members 
Mstep: Class 7 contains 40397 members 
Mstep: Class 8 contains 29487 members 
Mstep: Class 9 contains 44115 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 105473 members 
Mstep: Class 12 contains 39512 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15044 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25324 members 
Mstep: Class 18 contains 49992 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 169709 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 206138 members 
Mstep: Class 25 contains 4105 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12332 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948552.000000 Penalty: 95245.046875
Iteration 101Q: 29 clusters Score -1.289486e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 39682 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 28287 members 
Mstep: Class 6 contains 30906 members 
Mstep: Class 7 contains 40402 members 
Mstep: Class 8 contains 29477 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105475 members 
Mstep: Class 12 contains 39529 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25343 members 
Mstep: Class 18 contains 50037 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 169598 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 206102 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12325 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948472.000000 Penalty: 95245.046875
Iteration 102Q: 29 clusters Score -1.289485e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 39692 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 7333 members 
Mstep: Class 5 contains 28315 members 
Mstep: Class 6 contains 30885 members 
Mstep: Class 7 contains 40402 members 
Mstep: Class 8 contains 29468 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105474 members 
Mstep: Class 12 contains 39541 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15092 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25359 members 
Mstep: Class 18 contains 50091 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 169500 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3000 members 
Mstep: Class 24 contains 206076 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12330 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948312.000000 Penalty: 95245.046875
Iteration 103Q: 29 clusters Score -1.289483e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 39705 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 28343 members 
Mstep: Class 6 contains 30880 members 
Mstep: Class 7 contains 40407 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 44116 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105481 members 
Mstep: Class 12 contains 39558 members 
Mstep: Class 13 contains 10848 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15110 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25371 members 
Mstep: Class 18 contains 50138 members 
Mstep: Class 19 contains 7587 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 169380 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 206075 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12332 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948584.000000 Penalty: 95245.046875
Iteration 104Q: 29 clusters Score -1.289486e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 28364 members 
Mstep: Class 6 contains 30875 members 
Mstep: Class 7 contains 40411 members 
Mstep: Class 8 contains 29455 members 
Mstep: Class 9 contains 44117 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105477 members 
Mstep: Class 12 contains 39569 members 
Mstep: Class 13 contains 10848 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15130 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 18 contains 50192 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 169268 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 206073 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12335 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948640.000000 Penalty: 95245.046875
Iteration 105Q: 29 clusters Score -1.289486e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 39739 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 28384 members 
Mstep: Class 6 contains 30865 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 44121 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 105491 members 
Mstep: Class 12 contains 39585 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25393 members 
Mstep: Class 18 contains 50232 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 169159 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 206064 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12344 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948872.000000 Penalty: 95245.046875
Iteration 106Q: 29 clusters Score -1.289489e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 39748 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 7247 members 
Mstep: Class 5 contains 28399 members 
Mstep: Class 6 contains 30864 members 
Mstep: Class 7 contains 40405 members 
Mstep: Class 8 contains 29453 members 
Mstep: Class 9 contains 44116 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 105500 members 
Mstep: Class 12 contains 39602 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25398 members 
Mstep: Class 18 contains 50274 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 169068 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 206063 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12348 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948920.000000 Penalty: 95245.046875
Iteration 107Q: 29 clusters Score -1.289489e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 39753 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 28413 members 
Mstep: Class 6 contains 30858 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 29449 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105505 members 
Mstep: Class 12 contains 39610 members 
Mstep: Class 13 contains 10855 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25404 members 
Mstep: Class 18 contains 50311 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 169006 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 206054 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12351 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948872.000000 Penalty: 95245.046875
Iteration 108Q: 29 clusters Score -1.289489e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 39764 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7215 members 
Mstep: Class 5 contains 28426 members 
Mstep: Class 6 contains 30857 members 
Mstep: Class 7 contains 40414 members 
Mstep: Class 8 contains 29445 members 
Mstep: Class 9 contains 44107 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105505 members 
Mstep: Class 12 contains 39621 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25408 members 
Mstep: Class 18 contains 50354 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 168931 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 206039 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12352 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948896.000000 Penalty: 95245.046875
Iteration 109Q: 29 clusters Score -1.289489e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 39774 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 28437 members 
Mstep: Class 6 contains 30850 members 
Mstep: Class 7 contains 40415 members 
Mstep: Class 8 contains 29446 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105504 members 
Mstep: Class 12 contains 39627 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25412 members 
Mstep: Class 18 contains 50404 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 168860 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 206027 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12354 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948816.000000 Penalty: 95245.046875
Iteration 110Q: 29 clusters Score -1.289488e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 39780 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 5 contains 28448 members 
Mstep: Class 6 contains 30845 members 
Mstep: Class 7 contains 40412 members 
Mstep: Class 8 contains 29444 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105502 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15217 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25418 members 
Mstep: Class 18 contains 50447 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 168780 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3013 members 
Mstep: Class 24 contains 206037 members 
Mstep: Class 25 contains 4116 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12357 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948880.000000 Penalty: 95245.046875
Iteration 111Q: 29 clusters Score -1.289489e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 39785 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7181 members 
Mstep: Class 5 contains 28464 members 
Mstep: Class 6 contains 30840 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 29439 members 
Mstep: Class 9 contains 44099 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 105510 members 
Mstep: Class 12 contains 39649 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15221 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25424 members 
Mstep: Class 18 contains 50500 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 168702 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 206019 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12363 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948760.000000 Penalty: 95245.046875
Iteration 112Q: 29 clusters Score -1.289488e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 39787 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 30835 members 
Mstep: Class 7 contains 40404 members 
Mstep: Class 8 contains 29440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105520 members 
Mstep: Class 12 contains 39657 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15227 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25426 members 
Mstep: Class 18 contains 50549 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 168634 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 205992 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12367 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948704.000000 Penalty: 95245.046875
Iteration 113Q: 29 clusters Score -1.289487e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 39789 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7178 members 
Mstep: Class 5 contains 28488 members 
Mstep: Class 6 contains 30832 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 29438 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105517 members 
Mstep: Class 12 contains 39666 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25424 members 
Mstep: Class 18 contains 50605 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 168554 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 205974 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12370 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948656.000000 Penalty: 95245.046875
Iteration 114Q: 29 clusters Score -1.289487e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 28499 members 
Mstep: Class 6 contains 30830 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 29444 members 
Mstep: Class 9 contains 44109 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105519 members 
Mstep: Class 12 contains 39679 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15235 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25425 members 
Mstep: Class 18 contains 50655 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 168475 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 205950 members 
Mstep: Class 25 contains 4116 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12377 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948608.000000 Penalty: 95245.046875
Iteration 115Q: 29 clusters Score -1.289486e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 28511 members 
Mstep: Class 6 contains 30831 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 29450 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105526 members 
Mstep: Class 12 contains 39692 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15242 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25426 members 
Mstep: Class 18 contains 50719 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 168381 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 205931 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12383 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948744.000000 Penalty: 95245.046875
Iteration 116Q: 29 clusters Score -1.289487e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 28520 members 
Mstep: Class 6 contains 30830 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 29459 members 
Mstep: Class 9 contains 44114 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105525 members 
Mstep: Class 12 contains 39710 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15249 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25422 members 
Mstep: Class 18 contains 50773 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 168290 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 205923 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12389 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948888.000000 Penalty: 95245.046875
Iteration 117Q: 29 clusters Score -1.289489e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 39792 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 28528 members 
Mstep: Class 6 contains 30827 members 
Mstep: Class 7 contains 40414 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105530 members 
Mstep: Class 12 contains 39724 members 
Mstep: Class 13 contains 10867 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15252 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25425 members 
Mstep: Class 18 contains 50833 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168201 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 205908 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12392 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948920.000000 Penalty: 95245.046875
Iteration 118Q: 29 clusters Score -1.289489e+08 nChanged 243
Entering ConstructFrom: 
Score: -128948920.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (22488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Entering Unmasked Estep 
Score: -3195833.250000 Penalty: 2485.142578
	Iteration 0F: 2 clusters Score -3195833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3180209.000000 Penalty: 4970.285156
	Iteration 0F: 3 clusters Score -3180209 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3185395.250000 Penalty: 4970.285156
	Iteration 1F: 3 clusters Score -3185395 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3185760.750000 Penalty: 4970.285156
	Iteration 2Q: 3 clusters Score -3185761 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3186070.500000 Penalty: 4970.285156
	Iteration 3Q: 3 clusters Score -3186070 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3186333.750000 Penalty: 4970.285156
	Iteration 4Q: 3 clusters Score -3186334 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3186541.500000 Penalty: 4970.285156
	Iteration 5Q: 3 clusters Score -3186542 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3186733.250000 Penalty: 4970.285156
	Iteration 6Q: 3 clusters Score -3186733 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3186926.250000 Penalty: 4970.285156
	Iteration 7Q: 3 clusters Score -3186926 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3187170.250000 Penalty: 4970.285156
	Iteration 8Q: 3 clusters Score -3187170 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3187446.000000 Penalty: 4970.285156
	Iteration 9Q: 3 clusters Score -3187446 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3187783.750000 Penalty: 4970.285156
	Iteration 10Q: 3 clusters Score -3187784 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3188145.500000 Penalty: 4970.285156
	Iteration 11Q: 3 clusters Score -3188146 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3188532.500000 Penalty: 4970.285156
	Iteration 12Q: 3 clusters Score -3188532 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3189012.750000 Penalty: 4970.285156
	Iteration 13Q: 3 clusters Score -3189013 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3189493.750000 Penalty: 4970.285156
	Iteration 14Q: 3 clusters Score -3189494 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3190000.000000 Penalty: 4970.285156
	Iteration 15Q: 3 clusters Score -3190000 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3190563.750000 Penalty: 4970.285156
	Iteration 16Q: 3 clusters Score -3190564 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3191115.500000 Penalty: 4970.285156
	Iteration 17Q: 3 clusters Score -3191116 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3191571.000000 Penalty: 4970.285156
	Iteration 18Q: 3 clusters Score -3191571 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3191992.250000 Penalty: 4970.285156
	Iteration 19Q: 3 clusters Score -3191992 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3192359.250000 Penalty: 4970.285156
	Iteration 20F: 3 clusters Score -3192359 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3192678.000000 Penalty: 4970.285156
	Iteration 21Q: 3 clusters Score -3192678 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3192925.500000 Penalty: 4970.285156
	Iteration 22Q: 3 clusters Score -3192926 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3193108.000000 Penalty: 4970.285156
	Iteration 23Q: 3 clusters Score -3193108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3193255.500000 Penalty: 4970.285156
	Iteration 24Q: 3 clusters Score -3193256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3193378.750000 Penalty: 4970.285156
	Iteration 25Q: 3 clusters Score -3193379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3193480.750000 Penalty: 4970.285156
	Iteration 26Q: 3 clusters Score -3193481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3193543.500000 Penalty: 4970.285156
	Iteration 27Q: 3 clusters Score -3193544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3193606.250000 Penalty: 4970.285156
	Iteration 28Q: 3 clusters Score -3193606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3193646.500000 Penalty: 4970.285156
	Iteration 29Q: 3 clusters Score -3193646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3193682.000000 Penalty: 4970.285156
	Iteration 30Q: 3 clusters Score -3193682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3193697.750000 Penalty: 4970.285156
	Iteration 31Q: 3 clusters Score -3193698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3193723.250000 Penalty: 4970.285156
	Iteration 32Q: 3 clusters Score -3193723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3193754.500000 Penalty: 4970.285156
	Iteration 33Q: 3 clusters Score -3193754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3193762.500000 Penalty: 4970.285156
	Iteration 34Q: 3 clusters Score -3193762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3193771.500000 Penalty: 4970.285156
	Iteration 35Q: 3 clusters Score -3193772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3193788.750000 Penalty: 4970.285156
	Iteration 36Q: 3 clusters Score -3193789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3193789.750000 Penalty: 4970.285156
	Iteration 37Q: 3 clusters Score -3193790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3193789.750000 Penalty: 4970.285156
	Iteration 38Q: 3 clusters Score -3193790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3193797.250000 Penalty: 4970.285156
	Iteration 39Q: 3 clusters Score -3193797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3193797.500000 Penalty: 4970.285156
	Iteration 40F: 3 clusters Score -3193798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3193799.250000 Penalty: 4970.285156
	Iteration 41Q: 3 clusters Score -3193799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3193797.750000 Penalty: 4970.285156
	Iteration 42Q: 3 clusters Score -3193798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3193795.000000 Penalty: 4970.285156
	Iteration 43Q: 3 clusters Score -3193795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3193795.000000 Penalty: 4970.285156
	Iteration 44F: 3 clusters Score -3193795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Entering Unmasked Estep 
Score: -5697748.500000 Penalty: 2626.678711
	Iteration 0F: 2 clusters Score -5697748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5670874.500000 Penalty: 5253.357422
	Iteration 0F: 3 clusters Score -5670874 nChanged 18312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5680810.500000 Penalty: 5253.357422
	Iteration 1F: 3 clusters Score -5680810 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5681460.500000 Penalty: 5253.357422
	Iteration 2Q: 3 clusters Score -5681460 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5682260.000000 Penalty: 5253.357422
	Iteration 3Q: 3 clusters Score -5682260 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5683147.500000 Penalty: 5253.357422
	Iteration 4Q: 3 clusters Score -5683148 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5684144.000000 Penalty: 5253.357422
	Iteration 5F: 3 clusters Score -5684144 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5685261.000000 Penalty: 5253.357422
	Iteration 6F: 3 clusters Score -5685261 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5686253.500000 Penalty: 5253.357422
	Iteration 7F: 3 clusters Score -5686254 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5687093.000000 Penalty: 5253.357422
	Iteration 8Q: 3 clusters Score -5687093 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -5687842.500000 Penalty: 5253.357422
	Iteration 9Q: 3 clusters Score -5687842 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5688568.000000 Penalty: 5253.357422
	Iteration 10Q: 3 clusters Score -5688568 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5689270.000000 Penalty: 5253.357422
	Iteration 11Q: 3 clusters Score -5689270 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5690136.500000 Penalty: 5253.357422
	Iteration 12Q: 3 clusters Score -5690136 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5691336.500000 Penalty: 5253.357422
	Iteration 13Q: 3 clusters Score -5691336 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5692936.000000 Penalty: 5253.357422
	Iteration 14Q: 3 clusters Score -5692936 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5694362.500000 Penalty: 5253.357422
	Iteration 15Q: 3 clusters Score -5694362 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5695188.000000 Penalty: 5253.357422
	Iteration 16Q: 3 clusters Score -5695188 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5695536.000000 Penalty: 5253.357422
	Iteration 17Q: 3 clusters Score -5695536 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5695728.500000 Penalty: 5253.357422
	Iteration 18Q: 3 clusters Score -5695728 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5695886.500000 Penalty: 5253.357422
	Iteration 19Q: 3 clusters Score -5695886 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -5696015.500000 Penalty: 5253.357422
	Iteration 20F: 3 clusters Score -5696016 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5696133.000000 Penalty: 5253.357422
	Iteration 21Q: 3 clusters Score -5696133 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -5696250.500000 Penalty: 5253.357422
	Iteration 22Q: 3 clusters Score -5696250 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5696329.500000 Penalty: 5253.357422
	Iteration 23Q: 3 clusters Score -5696330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5696445.500000 Penalty: 5253.357422
	Iteration 24Q: 3 clusters Score -5696446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5696506.000000 Penalty: 5253.357422
	Iteration 25Q: 3 clusters Score -5696506 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5696579.000000 Penalty: 5253.357422
	Iteration 26Q: 3 clusters Score -5696579 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -5696629.000000 Penalty: 5253.357422
	Iteration 27Q: 3 clusters Score -5696629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5696672.500000 Penalty: 5253.357422
	Iteration 28Q: 3 clusters Score -5696672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -5696707.500000 Penalty: 5253.357422
	Iteration 29Q: 3 clusters Score -5696708 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5696761.000000 Penalty: 5253.357422
	Iteration 30Q: 3 clusters Score -5696761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5696782.000000 Penalty: 5253.357422
	Iteration 31Q: 3 clusters Score -5696782 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5696829.500000 Penalty: 5253.357422
	Iteration 32Q: 3 clusters Score -5696830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -5696852.000000 Penalty: 5253.357422
	Iteration 33Q: 3 clusters Score -5696852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5696867.000000 Penalty: 5253.357422
	Iteration 34Q: 3 clusters Score -5696867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -5696875.000000 Penalty: 5253.357422
	Iteration 35Q: 3 clusters Score -5696875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5696880.000000 Penalty: 5253.357422
	Iteration 36Q: 3 clusters Score -5696880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -5696889.500000 Penalty: 5253.357422
	Iteration 37Q: 3 clusters Score -5696890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5696888.000000 Penalty: 5253.357422
	Iteration 38Q: 3 clusters Score -5696888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5696892.500000 Penalty: 5253.357422
	Iteration 39Q: 3 clusters Score -5696892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -5696892.000000 Penalty: 5253.357422
	Iteration 40F: 3 clusters Score -5696892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -5696910.000000 Penalty: 5253.357422
	Iteration 41Q: 3 clusters Score -5696910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5696907.000000 Penalty: 5253.357422
	Iteration 42Q: 3 clusters Score -5696907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -5696907.500000 Penalty: 5253.357422
	Iteration 43Q: 3 clusters Score -5696908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5696897.000000 Penalty: 5253.357422
	Iteration 44Q: 3 clusters Score -5696897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5696900.000000 Penalty: 5253.357422
	Iteration 45Q: 3 clusters Score -5696900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -5696902.500000 Penalty: 5253.357422
	Iteration 46Q: 3 clusters Score -5696902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5696904.500000 Penalty: 5253.357422
	Iteration 47Q: 3 clusters Score -5696904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -5696904.500000 Penalty: 5253.357422
	Iteration 48Q: 3 clusters Score -5696904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -5696901.000000 Penalty: 5253.357422
	Iteration 49Q: 3 clusters Score -5696901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5696896.500000 Penalty: 5253.357422
	Iteration 50Q: 3 clusters Score -5696896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5696896.000000 Penalty: 5253.357422
	Iteration 51Q: 3 clusters Score -5696896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5696898.000000 Penalty: 5253.357422
	Iteration 52Q: 3 clusters Score -5696898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5696901.000000 Penalty: 5253.357422
	Iteration 53Q: 3 clusters Score -5696901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5696901.000000 Penalty: 5253.357422
	Iteration 54F: 3 clusters Score -5696901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -372753.062500 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -372753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -369797.500000 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -369797.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370364.062500 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -370364.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -370489.875000 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -370489.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -370567.500000 Penalty: 3892.102539
	Iteration 3Q: 3 clusters Score -370567.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -370610.875000 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -370610.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -370634.250000 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -370634.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -370646.000000 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -370646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -370653.687500 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -370653.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -370665.875000 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -370665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -370673.093750 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -370673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370676.937500 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -370676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -370681.906250 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -370681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -370688.062500 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -370688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370695.625000 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -370695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -370702.031250 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -370702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -370704.562500 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -370704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370706.437500 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -370706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -370708.281250 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -370708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -370709.531250 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -370709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370710.718750 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -370710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -370711.437500 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -370711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370712.593750 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -370712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -370712.062500 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -370712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -370712.062500 Penalty: 3892.102539
	Iteration 23F: 3 clusters Score -370712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Entering Unmasked Estep 
Score: -965662.125000 Penalty: 2201.313965
	Iteration 0F: 2 clusters Score -965662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -959739.000000 Penalty: 4402.627930
	Iteration 0F: 3 clusters Score -959739 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -961500.375000 Penalty: 4402.627930
	Iteration 1F: 3 clusters Score -961500.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -961997.750000 Penalty: 4402.627930
	Iteration 2F: 3 clusters Score -961997.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -962396.375000 Penalty: 4402.627930
	Iteration 3F: 3 clusters Score -962396.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -962686.625000 Penalty: 4402.627930
	Iteration 4F: 3 clusters Score -962686.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -962930.000000 Penalty: 4402.627930
	Iteration 5F: 3 clusters Score -962930 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -963117.437500 Penalty: 4402.627930
	Iteration 6Q: 3 clusters Score -963117.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -963315.250000 Penalty: 4402.627930
	Iteration 7Q: 3 clusters Score -963315.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -963479.500000 Penalty: 4402.627930
	Iteration 8Q: 3 clusters Score -963479.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -963662.312500 Penalty: 4402.627930
	Iteration 9Q: 3 clusters Score -963662.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -963794.687500 Penalty: 4402.627930
	Iteration 10Q: 3 clusters Score -963794.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -963923.750000 Penalty: 4402.627930
	Iteration 11Q: 3 clusters Score -963923.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -964028.125000 Penalty: 4402.627930
	Iteration 12Q: 3 clusters Score -964028.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -964128.312500 Penalty: 4402.627930
	Iteration 13Q: 3 clusters Score -964128.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -964230.562500 Penalty: 4402.627930
	Iteration 14Q: 3 clusters Score -964230.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -964323.375000 Penalty: 4402.627930
	Iteration 15Q: 3 clusters Score -964323.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -964381.375000 Penalty: 4402.627930
	Iteration 16Q: 3 clusters Score -964381.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -964437.687500 Penalty: 4402.627930
	Iteration 17Q: 3 clusters Score -964437.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -964499.500000 Penalty: 4402.627930
	Iteration 18Q: 3 clusters Score -964499.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -964551.937500 Penalty: 4402.627930
	Iteration 19Q: 3 clusters Score -964551.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -964603.312500 Penalty: 4402.627930
	Iteration 20F: 3 clusters Score -964603.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -964653.562500 Penalty: 4402.627930
	Iteration 21Q: 3 clusters Score -964653.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -964685.437500 Penalty: 4402.627930
	Iteration 22Q: 3 clusters Score -964685.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -964716.750000 Penalty: 4402.627930
	Iteration 23Q: 3 clusters Score -964716.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -964738.687500 Penalty: 4402.627930
	Iteration 24Q: 3 clusters Score -964738.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -964756.437500 Penalty: 4402.627930
	Iteration 25Q: 3 clusters Score -964756.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -964769.187500 Penalty: 4402.627930
	Iteration 26Q: 3 clusters Score -964769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -964787.437500 Penalty: 4402.627930
	Iteration 27Q: 3 clusters Score -964787.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -964799.812500 Penalty: 4402.627930
	Iteration 28Q: 3 clusters Score -964799.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -964811.750000 Penalty: 4402.627930
	Iteration 29Q: 3 clusters Score -964811.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -964826.312500 Penalty: 4402.627930
	Iteration 30Q: 3 clusters Score -964826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -964840.187500 Penalty: 4402.627930
	Iteration 31Q: 3 clusters Score -964840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -964845.875000 Penalty: 4402.627930
	Iteration 32Q: 3 clusters Score -964845.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -964852.437500 Penalty: 4402.627930
	Iteration 33Q: 3 clusters Score -964852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -964860.875000 Penalty: 4402.627930
	Iteration 34Q: 3 clusters Score -964860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -964871.187500 Penalty: 4402.627930
	Iteration 35Q: 3 clusters Score -964871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -964878.437500 Penalty: 4402.627930
	Iteration 36Q: 3 clusters Score -964878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -964881.375000 Penalty: 4402.627930
	Iteration 37Q: 3 clusters Score -964881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -964883.437500 Penalty: 4402.627930
	Iteration 38Q: 3 clusters Score -964883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -964884.312500 Penalty: 4402.627930
	Iteration 39Q: 3 clusters Score -964884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -964888.625000 Penalty: 4402.627930
	Iteration 40F: 3 clusters Score -964888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -964893.437500 Penalty: 4402.627930
	Iteration 41Q: 3 clusters Score -964893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -964898.000000 Penalty: 4402.627930
	Iteration 42Q: 3 clusters Score -964898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -964906.062500 Penalty: 4402.627930
	Iteration 43Q: 3 clusters Score -964906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -964908.375000 Penalty: 4402.627930
	Iteration 44Q: 3 clusters Score -964908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -964912.562500 Penalty: 4402.627930
	Iteration 45Q: 3 clusters Score -964912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -964920.500000 Penalty: 4402.627930
	Iteration 46Q: 3 clusters Score -964920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -964926.625000 Penalty: 4402.627930
	Iteration 47Q: 3 clusters Score -964926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -964932.000000 Penalty: 4402.627930
	Iteration 48Q: 3 clusters Score -964932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -964938.062500 Penalty: 4402.627930
	Iteration 49Q: 3 clusters Score -964938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -964943.437500 Penalty: 4402.627930
	Iteration 50Q: 3 clusters Score -964943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -964954.125000 Penalty: 4402.627930
	Iteration 51Q: 3 clusters Score -964954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -964961.062500 Penalty: 4402.627930
	Iteration 52Q: 3 clusters Score -964961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -964966.125000 Penalty: 4402.627930
	Iteration 53Q: 3 clusters Score -964966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -964973.750000 Penalty: 4402.627930
	Iteration 54Q: 3 clusters Score -964973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -964979.500000 Penalty: 4402.627930
	Iteration 55Q: 3 clusters Score -964979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -964984.750000 Penalty: 4402.627930
	Iteration 56Q: 3 clusters Score -964984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -964987.375000 Penalty: 4402.627930
	Iteration 57Q: 3 clusters Score -964987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -964991.437500 Penalty: 4402.627930
	Iteration 58Q: 3 clusters Score -964991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -964994.437500 Penalty: 4402.627930
	Iteration 59Q: 3 clusters Score -964994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -964994.062500 Penalty: 4402.627930
	Iteration 60F: 3 clusters Score -964994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Entering Unmasked Estep 
Score: -4224835.500000 Penalty: 2544.229980
	Iteration 0F: 2 clusters Score -4224836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5088.459961
	Iteration 0F: 3 clusters Score -4205124 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4212170.000000 Penalty: 5088.459961
	Iteration 1F: 3 clusters Score -4212170 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -4212606.500000 Penalty: 5088.459961
	Iteration 2Q: 3 clusters Score -4212606 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4212923.000000 Penalty: 5088.459961
	Iteration 3Q: 3 clusters Score -4212923 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4213206.000000 Penalty: 5088.459961
	Iteration 4Q: 3 clusters Score -4213206 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4213486.500000 Penalty: 5088.459961
	Iteration 5Q: 3 clusters Score -4213486 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4213720.000000 Penalty: 5088.459961
	Iteration 6Q: 3 clusters Score -4213720 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4213945.500000 Penalty: 5088.459961
	Iteration 7Q: 3 clusters Score -4213946 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4214213.500000 Penalty: 5088.459961
	Iteration 8Q: 3 clusters Score -4214214 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4214491.500000 Penalty: 5088.459961
	Iteration 9Q: 3 clusters Score -4214492 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4214791.000000 Penalty: 5088.459961
	Iteration 10Q: 3 clusters Score -4214791 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4215185.500000 Penalty: 5088.459961
	Iteration 11Q: 3 clusters Score -4215186 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4215673.000000 Penalty: 5088.459961
	Iteration 12Q: 3 clusters Score -4215673 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4216221.500000 Penalty: 5088.459961
	Iteration 13Q: 3 clusters Score -4216222 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4216914.500000 Penalty: 5088.459961
	Iteration 14Q: 3 clusters Score -4216914 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4217576.500000 Penalty: 5088.459961
	Iteration 15Q: 3 clusters Score -4217576 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4218175.500000 Penalty: 5088.459961
	Iteration 16Q: 3 clusters Score -4218176 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4218587.500000 Penalty: 5088.459961
	Iteration 17Q: 3 clusters Score -4218588 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4218882.000000 Penalty: 5088.459961
	Iteration 18Q: 3 clusters Score -4218882 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4219066.500000 Penalty: 5088.459961
	Iteration 19Q: 3 clusters Score -4219066 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4219246.000000 Penalty: 5088.459961
	Iteration 20F: 3 clusters Score -4219246 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4219412.500000 Penalty: 5088.459961
	Iteration 21Q: 3 clusters Score -4219412 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4219564.500000 Penalty: 5088.459961
	Iteration 22Q: 3 clusters Score -4219564 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4219704.000000 Penalty: 5088.459961
	Iteration 23Q: 3 clusters Score -4219704 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4219865.500000 Penalty: 5088.459961
	Iteration 24Q: 3 clusters Score -4219866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4220026.500000 Penalty: 5088.459961
	Iteration 25Q: 3 clusters Score -4220026 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4220223.500000 Penalty: 5088.459961
	Iteration 26Q: 3 clusters Score -4220224 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4220453.500000 Penalty: 5088.459961
	Iteration 27Q: 3 clusters Score -4220454 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4220684.500000 Penalty: 5088.459961
	Iteration 28Q: 3 clusters Score -4220684 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4220933.000000 Penalty: 5088.459961
	Iteration 29Q: 3 clusters Score -4220933 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4221177.500000 Penalty: 5088.459961
	Iteration 30Q: 3 clusters Score -4221178 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4221390.000000 Penalty: 5088.459961
	Iteration 31Q: 3 clusters Score -4221390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4221597.000000 Penalty: 5088.459961
	Iteration 32Q: 3 clusters Score -4221597 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4221772.500000 Penalty: 5088.459961
	Iteration 33Q: 3 clusters Score -4221772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4221950.000000 Penalty: 5088.459961
	Iteration 34Q: 3 clusters Score -4221950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4222061.500000 Penalty: 5088.459961
	Iteration 35Q: 3 clusters Score -4222062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4222132.000000 Penalty: 5088.459961
	Iteration 36Q: 3 clusters Score -4222132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4222214.500000 Penalty: 5088.459961
	Iteration 37Q: 3 clusters Score -4222214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4222260.000000 Penalty: 5088.459961
	Iteration 38Q: 3 clusters Score -4222260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4222318.500000 Penalty: 5088.459961
	Iteration 39Q: 3 clusters Score -4222318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4222362.500000 Penalty: 5088.459961
	Iteration 40F: 3 clusters Score -4222362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4222413.500000 Penalty: 5088.459961
	Iteration 41Q: 3 clusters Score -4222414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4222442.500000 Penalty: 5088.459961
	Iteration 42Q: 3 clusters Score -4222442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4222474.500000 Penalty: 5088.459961
	Iteration 43Q: 3 clusters Score -4222474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4222501.000000 Penalty: 5088.459961
	Iteration 44Q: 3 clusters Score -4222501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4222524.500000 Penalty: 5088.459961
	Iteration 45Q: 3 clusters Score -4222524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4222548.000000 Penalty: 5088.459961
	Iteration 46Q: 3 clusters Score -4222548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4222563.000000 Penalty: 5088.459961
	Iteration 47Q: 3 clusters Score -4222563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4222582.000000 Penalty: 5088.459961
	Iteration 48Q: 3 clusters Score -4222582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4222603.500000 Penalty: 5088.459961
	Iteration 49Q: 3 clusters Score -4222604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4222616.500000 Penalty: 5088.459961
	Iteration 50Q: 3 clusters Score -4222616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4222624.000000 Penalty: 5088.459961
	Iteration 51Q: 3 clusters Score -4222624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4222625.500000 Penalty: 5088.459961
	Iteration 52Q: 3 clusters Score -4222626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4222633.500000 Penalty: 5088.459961
	Iteration 53Q: 3 clusters Score -4222634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4222634.500000 Penalty: 5088.459961
	Iteration 54Q: 3 clusters Score -4222634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4222638.000000 Penalty: 5088.459961
	Iteration 55Q: 3 clusters Score -4222638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4222644.000000 Penalty: 5088.459961
	Iteration 56Q: 3 clusters Score -4222644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4222645.500000 Penalty: 5088.459961
	Iteration 57Q: 3 clusters Score -4222646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4222643.500000 Penalty: 5088.459961
	Iteration 58Q: 3 clusters Score -4222644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4222645.500000 Penalty: 5088.459961
	Iteration 59Q: 3 clusters Score -4222646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4222646.500000 Penalty: 5088.459961
	Iteration 60F: 3 clusters Score -4222646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4222653.000000 Penalty: 5088.459961
	Iteration 61Q: 3 clusters Score -4222653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4222654.500000 Penalty: 5088.459961
	Iteration 62Q: 3 clusters Score -4222654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4222657.000000 Penalty: 5088.459961
	Iteration 63Q: 3 clusters Score -4222657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4222660.000000 Penalty: 5088.459961
	Iteration 64Q: 3 clusters Score -4222660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4222657.500000 Penalty: 5088.459961
	Iteration 65Q: 3 clusters Score -4222658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4222655.500000 Penalty: 5088.459961
	Iteration 66Q: 3 clusters Score -4222656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4222655.500000 Penalty: 5088.459961
	Iteration 67F: 3 clusters Score -4222656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Entering Unmasked Estep 
Score: -4467967.500000 Penalty: 2563.323975
	Iteration 0F: 2 clusters Score -4467968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4446795.000000 Penalty: 5126.647949
	Iteration 0F: 3 clusters Score -4446795 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4454440.000000 Penalty: 5126.647949
	Iteration 1F: 3 clusters Score -4454440 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -4455010.500000 Penalty: 5126.647949
	Iteration 2F: 3 clusters Score -4455010 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4455577.000000 Penalty: 5126.647949
	Iteration 3Q: 3 clusters Score -4455577 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4456217.500000 Penalty: 5126.647949
	Iteration 4Q: 3 clusters Score -4456218 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4457026.000000 Penalty: 5126.647949
	Iteration 5Q: 3 clusters Score -4457026 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4457953.500000 Penalty: 5126.647949
	Iteration 6F: 3 clusters Score -4457954 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4459088.000000 Penalty: 5126.647949
	Iteration 7F: 3 clusters Score -4459088 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -4460204.500000 Penalty: 5126.647949
	Iteration 8F: 3 clusters Score -4460204 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4461325.500000 Penalty: 5126.647949
	Iteration 9F: 3 clusters Score -4461326 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4462341.000000 Penalty: 5126.647949
	Iteration 10Q: 3 clusters Score -4462341 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4463311.000000 Penalty: 5126.647949
	Iteration 11Q: 3 clusters Score -4463311 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4464305.500000 Penalty: 5126.647949
	Iteration 12Q: 3 clusters Score -4464306 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4465218.000000 Penalty: 5126.647949
	Iteration 13Q: 3 clusters Score -4465218 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4465753.500000 Penalty: 5126.647949
	Iteration 14Q: 3 clusters Score -4465754 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4466006.000000 Penalty: 5126.647949
	Iteration 15Q: 3 clusters Score -4466006 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4466123.000000 Penalty: 5126.647949
	Iteration 16Q: 3 clusters Score -4466123 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4466174.000000 Penalty: 5126.647949
	Iteration 17Q: 3 clusters Score -4466174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4466211.500000 Penalty: 5126.647949
	Iteration 18Q: 3 clusters Score -4466212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4466277.000000 Penalty: 5126.647949
	Iteration 19Q: 3 clusters Score -4466277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4466303.000000 Penalty: 5126.647949
	Iteration 20F: 3 clusters Score -4466303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4466327.500000 Penalty: 5126.647949
	Iteration 21Q: 3 clusters Score -4466328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4466335.500000 Penalty: 5126.647949
	Iteration 22Q: 3 clusters Score -4466336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4466351.500000 Penalty: 5126.647949
	Iteration 23Q: 3 clusters Score -4466352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4466352.500000 Penalty: 5126.647949
	Iteration 24Q: 3 clusters Score -4466352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4466382.500000 Penalty: 5126.647949
	Iteration 25Q: 3 clusters Score -4466382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4466398.500000 Penalty: 5126.647949
	Iteration 26Q: 3 clusters Score -4466398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4466406.500000 Penalty: 5126.647949
	Iteration 27Q: 3 clusters Score -4466406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4466416.000000 Penalty: 5126.647949
	Iteration 28Q: 3 clusters Score -4466416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4466424.500000 Penalty: 5126.647949
	Iteration 29Q: 3 clusters Score -4466424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4466431.500000 Penalty: 5126.647949
	Iteration 30Q: 3 clusters Score -4466432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4466443.500000 Penalty: 5126.647949
	Iteration 31Q: 3 clusters Score -4466444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4466457.000000 Penalty: 5126.647949
	Iteration 32Q: 3 clusters Score -4466457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4466461.500000 Penalty: 5126.647949
	Iteration 33Q: 3 clusters Score -4466462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4466459.000000 Penalty: 5126.647949
	Iteration 34Q: 3 clusters Score -4466459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4466463.000000 Penalty: 5126.647949
	Iteration 35Q: 3 clusters Score -4466463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4466464.500000 Penalty: 5126.647949
	Iteration 36Q: 3 clusters Score -4466464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4466467.000000 Penalty: 5126.647949
	Iteration 37Q: 3 clusters Score -4466467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4466467.000000 Penalty: 5126.647949
	Iteration 38Q: 3 clusters Score -4466467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4466473.500000 Penalty: 5126.647949
	Iteration 39Q: 3 clusters Score -4466474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4466474.500000 Penalty: 5126.647949
	Iteration 40F: 3 clusters Score -4466474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 5126.647949
	Iteration 41Q: 3 clusters Score -4466472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4466472.000000 Penalty: 5126.647949
	Iteration 42Q: 3 clusters Score -4466472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4466471.000000 Penalty: 5126.647949
	Iteration 43Q: 3 clusters Score -4466471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 5126.647949
	Iteration 44Q: 3 clusters Score -4466472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 5126.647949
	Iteration 45F: 3 clusters Score -4466472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Entering Unmasked Estep 
Score: -5614875.500000 Penalty: 2630.561768
	Iteration 0F: 2 clusters Score -5614876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5587498.000000 Penalty: 5261.123535
	Iteration 0F: 3 clusters Score -5587498 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -5597867.500000 Penalty: 5261.123535
	Iteration 1F: 3 clusters Score -5597868 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5599096.000000 Penalty: 5261.123535
	Iteration 2F: 3 clusters Score -5599096 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5600436.500000 Penalty: 5261.123535
	Iteration 3F: 3 clusters Score -5600436 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5601840.000000 Penalty: 5261.123535
	Iteration 4F: 3 clusters Score -5601840 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -5603395.000000 Penalty: 5261.123535
	Iteration 5F: 3 clusters Score -5603395 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5605146.000000 Penalty: 5261.123535
	Iteration 6F: 3 clusters Score -5605146 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -5607030.000000 Penalty: 5261.123535
	Iteration 7F: 3 clusters Score -5607030 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -5608723.500000 Penalty: 5261.123535
	Iteration 8F: 3 clusters Score -5608724 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -5610093.000000 Penalty: 5261.123535
	Iteration 9Q: 3 clusters Score -5610093 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5611158.000000 Penalty: 5261.123535
	Iteration 10Q: 3 clusters Score -5611158 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5611962.000000 Penalty: 5261.123535
	Iteration 11Q: 3 clusters Score -5611962 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5612543.000000 Penalty: 5261.123535
	Iteration 12Q: 3 clusters Score -5612543 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5612942.000000 Penalty: 5261.123535
	Iteration 13Q: 3 clusters Score -5612942 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5613245.000000 Penalty: 5261.123535
	Iteration 14Q: 3 clusters Score -5613245 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5613485.500000 Penalty: 5261.123535
	Iteration 15Q: 3 clusters Score -5613486 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5613715.000000 Penalty: 5261.123535
	Iteration 16Q: 3 clusters Score -5613715 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5613890.000000 Penalty: 5261.123535
	Iteration 17Q: 3 clusters Score -5613890 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5614010.500000 Penalty: 5261.123535
	Iteration 18Q: 3 clusters Score -5614010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5614098.500000 Penalty: 5261.123535
	Iteration 19Q: 3 clusters Score -5614098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5614155.500000 Penalty: 5261.123535
	Iteration 20F: 3 clusters Score -5614156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5614202.500000 Penalty: 5261.123535
	Iteration 21Q: 3 clusters Score -5614202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5614248.500000 Penalty: 5261.123535
	Iteration 22Q: 3 clusters Score -5614248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5614273.500000 Penalty: 5261.123535
	Iteration 23Q: 3 clusters Score -5614274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5614297.000000 Penalty: 5261.123535
	Iteration 24Q: 3 clusters Score -5614297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5614308.000000 Penalty: 5261.123535
	Iteration 25Q: 3 clusters Score -5614308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5614317.500000 Penalty: 5261.123535
	Iteration 26Q: 3 clusters Score -5614318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5614317.500000 Penalty: 5261.123535
	Iteration 27Q: 3 clusters Score -5614318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5614316.000000 Penalty: 5261.123535
	Iteration 28Q: 3 clusters Score -5614316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5614321.000000 Penalty: 5261.123535
	Iteration 29Q: 3 clusters Score -5614321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5614323.500000 Penalty: 5261.123535
	Iteration 30Q: 3 clusters Score -5614324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5614321.500000 Penalty: 5261.123535
	Iteration 31Q: 3 clusters Score -5614322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5614333.500000 Penalty: 5261.123535
	Iteration 32Q: 3 clusters Score -5614334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5614327.000000 Penalty: 5261.123535
	Iteration 33Q: 3 clusters Score -5614327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5614338.000000 Penalty: 5261.123535
	Iteration 34Q: 3 clusters Score -5614338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5614335.500000 Penalty: 5261.123535
	Iteration 35Q: 3 clusters Score -5614336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5614333.000000 Penalty: 5261.123535
	Iteration 36Q: 3 clusters Score -5614333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5614334.500000 Penalty: 5261.123535
	Iteration 37Q: 3 clusters Score -5614334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5614335.000000 Penalty: 5261.123535
	Iteration 38Q: 3 clusters Score -5614335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5614336.500000 Penalty: 5261.123535
	Iteration 39Q: 3 clusters Score -5614336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5614336.500000 Penalty: 5261.123535
	Iteration 40F: 3 clusters Score -5614336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Entering Unmasked Estep 
Score: -4192111.250000 Penalty: 2552.140869
	Iteration 0F: 2 clusters Score -4192111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4171902.750000 Penalty: 5104.281738
	Iteration 0F: 3 clusters Score -4171903 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4179285.500000 Penalty: 5104.281738
	Iteration 1F: 3 clusters Score -4179286 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4180001.750000 Penalty: 5104.281738
	Iteration 2Q: 3 clusters Score -4180002 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4181088.500000 Penalty: 5104.281738
	Iteration 3F: 3 clusters Score -4181088 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4182111.000000 Penalty: 5104.281738
	Iteration 4F: 3 clusters Score -4182111 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4182980.250000 Penalty: 5104.281738
	Iteration 5F: 3 clusters Score -4182980 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -4183750.000000 Penalty: 5104.281738
	Iteration 6F: 3 clusters Score -4183750 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4184535.000000 Penalty: 5104.281738
	Iteration 7F: 3 clusters Score -4184535 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4185437.250000 Penalty: 5104.281738
	Iteration 8F: 3 clusters Score -4185437 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4186433.000000 Penalty: 5104.281738
	Iteration 9F: 3 clusters Score -4186433 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4187483.250000 Penalty: 5104.281738
	Iteration 10F: 3 clusters Score -4187483 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4188510.250000 Penalty: 5104.281738
	Iteration 11Q: 3 clusters Score -4188510 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4189473.250000 Penalty: 5104.281738
	Iteration 12Q: 3 clusters Score -4189473 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4190369.500000 Penalty: 5104.281738
	Iteration 13Q: 3 clusters Score -4190370 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4191320.000000 Penalty: 5104.281738
	Iteration 14Q: 3 clusters Score -4191320 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4191802.000000 Penalty: 5104.281738
	Iteration 15Q: 3 clusters Score -4191802 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4191940.000000 Penalty: 5104.281738
	Iteration 16Q: 3 clusters Score -4191940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4192038.500000 Penalty: 5104.281738
	Iteration 17Q: 3 clusters Score -4192038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4192101.500000 Penalty: 5104.281738
	Iteration 18Q: 3 clusters Score -4192102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4192151.000000 Penalty: 5104.281738
	Iteration 19Q: 3 clusters Score -4192151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4192182.750000 Penalty: 5104.281738
	Iteration 20F: 3 clusters Score -4192183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4192198.000000 Penalty: 5104.281738
	Iteration 21Q: 3 clusters Score -4192198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4192204.750000 Penalty: 5104.281738
	Iteration 22Q: 3 clusters Score -4192205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4192211.000000 Penalty: 5104.281738
	Iteration 23Q: 3 clusters Score -4192211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4192222.500000 Penalty: 5104.281738
	Iteration 24Q: 3 clusters Score -4192222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4192220.250000 Penalty: 5104.281738
	Iteration 25Q: 3 clusters Score -4192220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4192229.250000 Penalty: 5104.281738
	Iteration 26Q: 3 clusters Score -4192229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4192227.000000 Penalty: 5104.281738
	Iteration 27Q: 3 clusters Score -4192227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4192232.250000 Penalty: 5104.281738
	Iteration 28Q: 3 clusters Score -4192232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4192231.000000 Penalty: 5104.281738
	Iteration 29Q: 3 clusters Score -4192231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4192236.250000 Penalty: 5104.281738
	Iteration 30Q: 3 clusters Score -4192236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4192234.000000 Penalty: 5104.281738
	Iteration 31Q: 3 clusters Score -4192234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4192231.000000 Penalty: 5104.281738
	Iteration 32Q: 3 clusters Score -4192231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4192237.250000 Penalty: 5104.281738
	Iteration 33Q: 3 clusters Score -4192237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4192237.500000 Penalty: 5104.281738
	Iteration 34Q: 3 clusters Score -4192238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4192241.000000 Penalty: 5104.281738
	Iteration 35Q: 3 clusters Score -4192241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4192241.000000 Penalty: 5104.281738
	Iteration 36F: 3 clusters Score -4192241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28538 members 
Mstep: Class 6 contains 30822 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 1322 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105533 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168124 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205894 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 28141 members 
Entering Unmasked Estep 
Score: -128947968.000000 Penalty: 98646.656250
Splitting cluster 8 changes total score from -128948920.000000 to -128947968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Entering Unmasked Estep 
Score: -6491869.500000 Penalty: 2652.199219
	Iteration 0F: 2 clusters Score -6491870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -6462137.000000 Penalty: 5304.398438
	Iteration 0F: 3 clusters Score -6462137 nChanged 20155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6473102.000000 Penalty: 5304.398438
	Iteration 1F: 3 clusters Score -6473102 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -6473572.500000 Penalty: 5304.398438
	Iteration 2Q: 3 clusters Score -6473572 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6473947.500000 Penalty: 5304.398438
	Iteration 3Q: 3 clusters Score -6473948 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -6474346.000000 Penalty: 5304.398438
	Iteration 4Q: 3 clusters Score -6474346 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -6474960.000000 Penalty: 5304.398438
	Iteration 5Q: 3 clusters Score -6474960 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -6475779.000000 Penalty: 5304.398438
	Iteration 6Q: 3 clusters Score -6475779 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6477053.000000 Penalty: 5304.398438
	Iteration 7F: 3 clusters Score -6477053 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6478790.000000 Penalty: 5304.398438
	Iteration 8F: 3 clusters Score -6478790 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -6481086.500000 Penalty: 5304.398438
	Iteration 9F: 3 clusters Score -6481086 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -6483707.500000 Penalty: 5304.398438
	Iteration 10F: 3 clusters Score -6483708 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -6485993.500000 Penalty: 5304.398438
	Iteration 11F: 3 clusters Score -6485994 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6487593.000000 Penalty: 5304.398438
	Iteration 12Q: 3 clusters Score -6487593 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6488397.000000 Penalty: 5304.398438
	Iteration 13Q: 3 clusters Score -6488397 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6488745.500000 Penalty: 5304.398438
	Iteration 14Q: 3 clusters Score -6488746 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6488947.000000 Penalty: 5304.398438
	Iteration 15Q: 3 clusters Score -6488947 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6489054.500000 Penalty: 5304.398438
	Iteration 16Q: 3 clusters Score -6489054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6489125.500000 Penalty: 5304.398438
	Iteration 17Q: 3 clusters Score -6489126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6489200.500000 Penalty: 5304.398438
	Iteration 18Q: 3 clusters Score -6489200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6489219.500000 Penalty: 5304.398438
	Iteration 19Q: 3 clusters Score -6489220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6489252.500000 Penalty: 5304.398438
	Iteration 20F: 3 clusters Score -6489252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6489273.000000 Penalty: 5304.398438
	Iteration 21Q: 3 clusters Score -6489273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6489301.000000 Penalty: 5304.398438
	Iteration 22Q: 3 clusters Score -6489301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6489319.000000 Penalty: 5304.398438
	Iteration 23Q: 3 clusters Score -6489319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6489331.500000 Penalty: 5304.398438
	Iteration 24Q: 3 clusters Score -6489332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6489342.000000 Penalty: 5304.398438
	Iteration 25Q: 3 clusters Score -6489342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6489344.500000 Penalty: 5304.398438
	Iteration 26Q: 3 clusters Score -6489344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6489369.000000 Penalty: 5304.398438
	Iteration 27Q: 3 clusters Score -6489369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6489359.000000 Penalty: 5304.398438
	Iteration 28Q: 3 clusters Score -6489359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6489368.000000 Penalty: 5304.398438
	Iteration 29Q: 3 clusters Score -6489368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6489376.500000 Penalty: 5304.398438
	Iteration 30Q: 3 clusters Score -6489376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6489385.500000 Penalty: 5304.398438
	Iteration 31Q: 3 clusters Score -6489386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6489386.000000 Penalty: 5304.398438
	Iteration 32Q: 3 clusters Score -6489386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6489404.500000 Penalty: 5304.398438
	Iteration 33Q: 3 clusters Score -6489404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6489411.000000 Penalty: 5304.398438
	Iteration 34Q: 3 clusters Score -6489411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6489405.500000 Penalty: 5304.398438
	Iteration 35Q: 3 clusters Score -6489406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6489411.000000 Penalty: 5304.398438
	Iteration 36Q: 3 clusters Score -6489411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6489436.500000 Penalty: 5304.398438
	Iteration 37Q: 3 clusters Score -6489436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6489433.500000 Penalty: 5304.398438
	Iteration 38Q: 3 clusters Score -6489434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6489458.000000 Penalty: 5304.398438
	Iteration 39Q: 3 clusters Score -6489458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6489453.500000 Penalty: 5304.398438
	Iteration 40F: 3 clusters Score -6489454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6489472.000000 Penalty: 5304.398438
	Iteration 41Q: 3 clusters Score -6489472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6489475.500000 Penalty: 5304.398438
	Iteration 42Q: 3 clusters Score -6489476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6489484.500000 Penalty: 5304.398438
	Iteration 43Q: 3 clusters Score -6489484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6489494.000000 Penalty: 5304.398438
	Iteration 44Q: 3 clusters Score -6489494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6489490.000000 Penalty: 5304.398438
	Iteration 45Q: 3 clusters Score -6489490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6489494.000000 Penalty: 5304.398438
	Iteration 46Q: 3 clusters Score -6489494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6489499.500000 Penalty: 5304.398438
	Iteration 47Q: 3 clusters Score -6489500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6489507.500000 Penalty: 5304.398438
	Iteration 48Q: 3 clusters Score -6489508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6489498.500000 Penalty: 5304.398438
	Iteration 49Q: 3 clusters Score -6489498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6489505.500000 Penalty: 5304.398438
	Iteration 50Q: 3 clusters Score -6489506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6489531.000000 Penalty: 5304.398438
	Iteration 51Q: 3 clusters Score -6489531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6489538.500000 Penalty: 5304.398438
	Iteration 52Q: 3 clusters Score -6489538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6489546.500000 Penalty: 5304.398438
	Iteration 53Q: 3 clusters Score -6489546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6489549.000000 Penalty: 5304.398438
	Iteration 54Q: 3 clusters Score -6489549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6489541.000000 Penalty: 5304.398438
	Iteration 55Q: 3 clusters Score -6489541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6489540.000000 Penalty: 5304.398438
	Iteration 56Q: 3 clusters Score -6489540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6489551.000000 Penalty: 5304.398438
	Iteration 57Q: 3 clusters Score -6489551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6489554.000000 Penalty: 5304.398438
	Iteration 58Q: 3 clusters Score -6489554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6489564.500000 Penalty: 5304.398438
	Iteration 59Q: 3 clusters Score -6489564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6489562.000000 Penalty: 5304.398438
	Iteration 60F: 3 clusters Score -6489562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6489563.000000 Penalty: 5304.398438
	Iteration 61Q: 3 clusters Score -6489563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6489570.500000 Penalty: 5304.398438
	Iteration 62Q: 3 clusters Score -6489570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6489572.500000 Penalty: 5304.398438
	Iteration 63Q: 3 clusters Score -6489572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6489571.500000 Penalty: 5304.398438
	Iteration 64Q: 3 clusters Score -6489572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6489569.500000 Penalty: 5304.398438
	Iteration 65Q: 3 clusters Score -6489570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6489575.000000 Penalty: 5304.398438
	Iteration 66Q: 3 clusters Score -6489575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6489570.500000 Penalty: 5304.398438
	Iteration 67Q: 3 clusters Score -6489570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6489584.000000 Penalty: 5304.398438
	Iteration 68Q: 3 clusters Score -6489584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6489585.000000 Penalty: 5304.398438
	Iteration 69Q: 3 clusters Score -6489585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6489585.500000 Penalty: 5304.398438
	Iteration 70Q: 3 clusters Score -6489586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6489589.500000 Penalty: 5304.398438
	Iteration 71Q: 3 clusters Score -6489590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6489588.000000 Penalty: 5304.398438
	Iteration 72Q: 3 clusters Score -6489588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6489591.000000 Penalty: 5304.398438
	Iteration 73Q: 3 clusters Score -6489591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6489589.500000 Penalty: 5304.398438
	Iteration 74Q: 3 clusters Score -6489590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6489593.500000 Penalty: 5304.398438
	Iteration 75Q: 3 clusters Score -6489594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6489594.000000 Penalty: 5304.398438
	Iteration 76Q: 3 clusters Score -6489594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6489595.000000 Penalty: 5304.398438
	Iteration 77Q: 3 clusters Score -6489595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6489594.000000 Penalty: 5304.398438
	Iteration 78Q: 3 clusters Score -6489594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6489587.000000 Penalty: 5304.398438
	Iteration 79Q: 3 clusters Score -6489587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6489593.500000 Penalty: 5304.398438
	Iteration 80F: 3 clusters Score -6489594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6489595.000000 Penalty: 5304.398438
	Iteration 81Q: 3 clusters Score -6489595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6489591.500000 Penalty: 5304.398438
	Iteration 82Q: 3 clusters Score -6489592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6489591.500000 Penalty: 5304.398438
	Iteration 83Q: 3 clusters Score -6489592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6489589.000000 Penalty: 5304.398438
	Iteration 84Q: 3 clusters Score -6489589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6489589.000000 Penalty: 5304.398438
	Iteration 85F: 3 clusters Score -6489589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -834577.687500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -834577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -829537.062500 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -829537.1 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -830750.000000 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -830750 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -830996.312500 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -830996.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -831192.625000 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -831192.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -831373.750000 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -831373.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -831525.437500 Penalty: 4296.259277
	Iteration 5Q: 3 clusters Score -831525.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -831660.625000 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -831660.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -831799.812500 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -831799.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -831914.125000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -831914.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -832020.000000 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -832020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -832118.062500 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -832118.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -832226.125000 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -832226.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -832310.625000 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -832310.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -832383.812500 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -832383.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -832456.437500 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -832456.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -832516.312500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -832516.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -832579.375000 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -832579.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -832637.062500 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -832637.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -832691.312500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -832691.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -832731.875000 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -832731.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -832765.812500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -832765.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -832791.375000 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -832791.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -832817.625000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -832817.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -832829.625000 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -832829.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -832840.750000 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -832840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -832849.437500 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -832849.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -832853.125000 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -832853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -832861.312500 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -832861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -832864.937500 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -832864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -832874.062500 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -832874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -832880.187500 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -832880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -832884.125000 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -832884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -832888.625000 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -832888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -832891.000000 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -832891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -832892.625000 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -832892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -832893.437500 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -832893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -832894.562500 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -832894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -832894.562500 Penalty: 4296.259277
	Iteration 37F: 3 clusters Score -832894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Entering Unmasked Estep 
Score: -15554225.000000 Penalty: 2868.561279
	Iteration 0F: 2 clusters Score -1.555422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -15484913.000000 Penalty: 5737.122559
	Iteration 0F: 3 clusters Score -1.548491e+07 nChanged 50085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -15513916.000000 Penalty: 5737.122559
	Iteration 1F: 3 clusters Score -1.551392e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -15515073.000000 Penalty: 5737.122559
	Iteration 2Q: 3 clusters Score -1.551507e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -15516639.000000 Penalty: 5737.122559
	Iteration 3Q: 3 clusters Score -1.551664e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -15518799.000000 Penalty: 5737.122559
	Iteration 4Q: 3 clusters Score -1.55188e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -15522281.000000 Penalty: 5737.122559
	Iteration 5F: 3 clusters Score -1.552228e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -15527406.000000 Penalty: 5737.122559
	Iteration 6F: 3 clusters Score -1.552741e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -15533840.000000 Penalty: 5737.122559
	Iteration 7F: 3 clusters Score -1.553384e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -15540327.000000 Penalty: 5737.122559
	Iteration 8F: 3 clusters Score -1.554033e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -15545281.000000 Penalty: 5737.122559
	Iteration 9F: 3 clusters Score -1.554528e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -15548312.000000 Penalty: 5737.122559
	Iteration 10Q: 3 clusters Score -1.554831e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -15549965.000000 Penalty: 5737.122559
	Iteration 11Q: 3 clusters Score -1.554996e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -15550799.000000 Penalty: 5737.122559
	Iteration 12Q: 3 clusters Score -1.55508e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -15551224.000000 Penalty: 5737.122559
	Iteration 13Q: 3 clusters Score -1.555122e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -15551447.000000 Penalty: 5737.122559
	Iteration 14Q: 3 clusters Score -1.555145e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -15551585.000000 Penalty: 5737.122559
	Iteration 15Q: 3 clusters Score -1.555158e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -15551657.000000 Penalty: 5737.122559
	Iteration 16Q: 3 clusters Score -1.555166e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -15551717.000000 Penalty: 5737.122559
	Iteration 17Q: 3 clusters Score -1.555172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -15551745.000000 Penalty: 5737.122559
	Iteration 18Q: 3 clusters Score -1.555174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -15551769.000000 Penalty: 5737.122559
	Iteration 19Q: 3 clusters Score -1.555177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -15551789.000000 Penalty: 5737.122559
	Iteration 20F: 3 clusters Score -1.555179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -15551809.000000 Penalty: 5737.122559
	Iteration 21Q: 3 clusters Score -1.555181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -15551808.000000 Penalty: 5737.122559
	Iteration 22Q: 3 clusters Score -1.555181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -15551814.000000 Penalty: 5737.122559
	Iteration 23Q: 3 clusters Score -1.555181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -15551822.000000 Penalty: 5737.122559
	Iteration 24Q: 3 clusters Score -1.555182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -15551818.000000 Penalty: 5737.122559
	Iteration 25Q: 3 clusters Score -1.555182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -15551814.000000 Penalty: 5737.122559
	Iteration 26Q: 3 clusters Score -1.555181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -15551813.000000 Penalty: 5737.122559
	Iteration 27Q: 3 clusters Score -1.555181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -15551817.000000 Penalty: 5737.122559
	Iteration 28Q: 3 clusters Score -1.555182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -15551826.000000 Penalty: 5737.122559
	Iteration 29Q: 3 clusters Score -1.555183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -15551826.000000 Penalty: 5737.122559
	Iteration 30F: 3 clusters Score -1.555183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Entering Unmasked Estep 
Score: -5891150.000000 Penalty: 2626.341797
	Iteration 0F: 2 clusters Score -5891150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5864255.500000 Penalty: 5252.683594
	Iteration 0F: 3 clusters Score -5864256 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -5874258.500000 Penalty: 5252.683594
	Iteration 1F: 3 clusters Score -5874258 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5874738.000000 Penalty: 5252.683594
	Iteration 2Q: 3 clusters Score -5874738 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5875257.500000 Penalty: 5252.683594
	Iteration 3Q: 3 clusters Score -5875258 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5875714.500000 Penalty: 5252.683594
	Iteration 4Q: 3 clusters Score -5875714 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5876223.500000 Penalty: 5252.683594
	Iteration 5Q: 3 clusters Score -5876224 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5876857.500000 Penalty: 5252.683594
	Iteration 6Q: 3 clusters Score -5876858 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5877627.500000 Penalty: 5252.683594
	Iteration 7Q: 3 clusters Score -5877628 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5878521.500000 Penalty: 5252.683594
	Iteration 8Q: 3 clusters Score -5878522 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5879606.000000 Penalty: 5252.683594
	Iteration 9Q: 3 clusters Score -5879606 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5880749.000000 Penalty: 5252.683594
	Iteration 10Q: 3 clusters Score -5880749 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5881878.000000 Penalty: 5252.683594
	Iteration 11Q: 3 clusters Score -5881878 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5882840.500000 Penalty: 5252.683594
	Iteration 12Q: 3 clusters Score -5882840 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5883471.500000 Penalty: 5252.683594
	Iteration 13Q: 3 clusters Score -5883472 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5883867.000000 Penalty: 5252.683594
	Iteration 14Q: 3 clusters Score -5883867 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -5884082.000000 Penalty: 5252.683594
	Iteration 15Q: 3 clusters Score -5884082 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5884279.000000 Penalty: 5252.683594
	Iteration 16Q: 3 clusters Score -5884279 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -5884416.000000 Penalty: 5252.683594
	Iteration 17Q: 3 clusters Score -5884416 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5884523.500000 Penalty: 5252.683594
	Iteration 18Q: 3 clusters Score -5884524 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5884639.500000 Penalty: 5252.683594
	Iteration 19Q: 3 clusters Score -5884640 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5884730.500000 Penalty: 5252.683594
	Iteration 20F: 3 clusters Score -5884730 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5884803.500000 Penalty: 5252.683594
	Iteration 21Q: 3 clusters Score -5884804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5884859.000000 Penalty: 5252.683594
	Iteration 22Q: 3 clusters Score -5884859 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5884941.500000 Penalty: 5252.683594
	Iteration 23Q: 3 clusters Score -5884942 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5885023.500000 Penalty: 5252.683594
	Iteration 24Q: 3 clusters Score -5885024 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5885078.000000 Penalty: 5252.683594
	Iteration 25Q: 3 clusters Score -5885078 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5885192.000000 Penalty: 5252.683594
	Iteration 26Q: 3 clusters Score -5885192 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5885252.000000 Penalty: 5252.683594
	Iteration 27Q: 3 clusters Score -5885252 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5885351.500000 Penalty: 5252.683594
	Iteration 28Q: 3 clusters Score -5885352 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5885458.000000 Penalty: 5252.683594
	Iteration 29Q: 3 clusters Score -5885458 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5885562.500000 Penalty: 5252.683594
	Iteration 30Q: 3 clusters Score -5885562 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -5885657.000000 Penalty: 5252.683594
	Iteration 31Q: 3 clusters Score -5885657 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5885738.000000 Penalty: 5252.683594
	Iteration 32Q: 3 clusters Score -5885738 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5885833.500000 Penalty: 5252.683594
	Iteration 33Q: 3 clusters Score -5885834 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5885910.500000 Penalty: 5252.683594
	Iteration 34Q: 3 clusters Score -5885910 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5885991.500000 Penalty: 5252.683594
	Iteration 35Q: 3 clusters Score -5885992 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5886106.500000 Penalty: 5252.683594
	Iteration 36Q: 3 clusters Score -5886106 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -5886203.000000 Penalty: 5252.683594
	Iteration 37Q: 3 clusters Score -5886203 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5886347.000000 Penalty: 5252.683594
	Iteration 38Q: 3 clusters Score -5886347 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5886501.500000 Penalty: 5252.683594
	Iteration 39Q: 3 clusters Score -5886502 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5886647.500000 Penalty: 5252.683594
	Iteration 40F: 3 clusters Score -5886648 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5886784.500000 Penalty: 5252.683594
	Iteration 41Q: 3 clusters Score -5886784 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5886922.500000 Penalty: 5252.683594
	Iteration 42Q: 3 clusters Score -5886922 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5887073.500000 Penalty: 5252.683594
	Iteration 43Q: 3 clusters Score -5887074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5887196.500000 Penalty: 5252.683594
	Iteration 44Q: 3 clusters Score -5887196 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5887333.000000 Penalty: 5252.683594
	Iteration 45Q: 3 clusters Score -5887333 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -5887465.500000 Penalty: 5252.683594
	Iteration 46Q: 3 clusters Score -5887466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5887589.500000 Penalty: 5252.683594
	Iteration 47Q: 3 clusters Score -5887590 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5887660.000000 Penalty: 5252.683594
	Iteration 48Q: 3 clusters Score -5887660 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -5887732.000000 Penalty: 5252.683594
	Iteration 49Q: 3 clusters Score -5887732 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5887800.500000 Penalty: 5252.683594
	Iteration 50Q: 3 clusters Score -5887800 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -5887852.500000 Penalty: 5252.683594
	Iteration 51Q: 3 clusters Score -5887852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5887886.500000 Penalty: 5252.683594
	Iteration 52Q: 3 clusters Score -5887886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -5887943.000000 Penalty: 5252.683594
	Iteration 53Q: 3 clusters Score -5887943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5887984.000000 Penalty: 5252.683594
	Iteration 54Q: 3 clusters Score -5887984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -5888078.500000 Penalty: 5252.683594
	Iteration 55Q: 3 clusters Score -5888078 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5888141.000000 Penalty: 5252.683594
	Iteration 56Q: 3 clusters Score -5888141 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5888201.000000 Penalty: 5252.683594
	Iteration 57Q: 3 clusters Score -5888201 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5888262.000000 Penalty: 5252.683594
	Iteration 58Q: 3 clusters Score -5888262 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5888320.000000 Penalty: 5252.683594
	Iteration 59Q: 3 clusters Score -5888320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5888368.500000 Penalty: 5252.683594
	Iteration 60F: 3 clusters Score -5888368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5888417.000000 Penalty: 5252.683594
	Iteration 61Q: 3 clusters Score -5888417 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5888472.500000 Penalty: 5252.683594
	Iteration 62Q: 3 clusters Score -5888472 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5888495.000000 Penalty: 5252.683594
	Iteration 63Q: 3 clusters Score -5888495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5888529.500000 Penalty: 5252.683594
	Iteration 64Q: 3 clusters Score -5888530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5888563.500000 Penalty: 5252.683594
	Iteration 65Q: 3 clusters Score -5888564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5888592.500000 Penalty: 5252.683594
	Iteration 66Q: 3 clusters Score -5888592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5888624.500000 Penalty: 5252.683594
	Iteration 67Q: 3 clusters Score -5888624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5888650.000000 Penalty: 5252.683594
	Iteration 68Q: 3 clusters Score -5888650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5888671.000000 Penalty: 5252.683594
	Iteration 69Q: 3 clusters Score -5888671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5888670.500000 Penalty: 5252.683594
	Iteration 70Q: 3 clusters Score -5888670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5888687.000000 Penalty: 5252.683594
	Iteration 71Q: 3 clusters Score -5888687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5888695.000000 Penalty: 5252.683594
	Iteration 72Q: 3 clusters Score -5888695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5888711.500000 Penalty: 5252.683594
	Iteration 73Q: 3 clusters Score -5888712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5888710.000000 Penalty: 5252.683594
	Iteration 74Q: 3 clusters Score -5888710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5888722.500000 Penalty: 5252.683594
	Iteration 75Q: 3 clusters Score -5888722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5888725.500000 Penalty: 5252.683594
	Iteration 76Q: 3 clusters Score -5888726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5888727.000000 Penalty: 5252.683594
	Iteration 77Q: 3 clusters Score -5888727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5888749.500000 Penalty: 5252.683594
	Iteration 78Q: 3 clusters Score -5888750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5888760.500000 Penalty: 5252.683594
	Iteration 79Q: 3 clusters Score -5888760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5888763.500000 Penalty: 5252.683594
	Iteration 80F: 3 clusters Score -5888764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5888769.500000 Penalty: 5252.683594
	Iteration 81Q: 3 clusters Score -5888770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5888768.500000 Penalty: 5252.683594
	Iteration 82Q: 3 clusters Score -5888768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5888767.500000 Penalty: 5252.683594
	Iteration 83Q: 3 clusters Score -5888768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5888765.500000 Penalty: 5252.683594
	Iteration 84Q: 3 clusters Score -5888766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5888775.000000 Penalty: 5252.683594
	Iteration 85Q: 3 clusters Score -5888775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5888785.000000 Penalty: 5252.683594
	Iteration 86Q: 3 clusters Score -5888785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5888774.000000 Penalty: 5252.683594
	Iteration 87Q: 3 clusters Score -5888774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5888787.000000 Penalty: 5252.683594
	Iteration 88Q: 3 clusters Score -5888787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5888791.000000 Penalty: 5252.683594
	Iteration 89Q: 3 clusters Score -5888791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5888796.000000 Penalty: 5252.683594
	Iteration 90Q: 3 clusters Score -5888796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5888794.000000 Penalty: 5252.683594
	Iteration 91Q: 3 clusters Score -5888794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5888815.500000 Penalty: 5252.683594
	Iteration 92Q: 3 clusters Score -5888816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5888816.500000 Penalty: 5252.683594
	Iteration 93Q: 3 clusters Score -5888816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5888822.500000 Penalty: 5252.683594
	Iteration 94Q: 3 clusters Score -5888822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5888823.000000 Penalty: 5252.683594
	Iteration 95Q: 3 clusters Score -5888823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5888821.500000 Penalty: 5252.683594
	Iteration 96Q: 3 clusters Score -5888822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5888827.500000 Penalty: 5252.683594
	Iteration 97Q: 3 clusters Score -5888828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5888847.000000 Penalty: 5252.683594
	Iteration 98Q: 3 clusters Score -5888847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5888848.500000 Penalty: 5252.683594
	Iteration 99Q: 3 clusters Score -5888848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5888859.000000 Penalty: 5252.683594
	Iteration 100F: 3 clusters Score -5888859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5888862.500000 Penalty: 5252.683594
	Iteration 101Q: 3 clusters Score -5888862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5888864.000000 Penalty: 5252.683594
	Iteration 102Q: 3 clusters Score -5888864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5888863.000000 Penalty: 5252.683594
	Iteration 103Q: 3 clusters Score -5888863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5888870.500000 Penalty: 5252.683594
	Iteration 104Q: 3 clusters Score -5888870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5888874.000000 Penalty: 5252.683594
	Iteration 105Q: 3 clusters Score -5888874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5888878.500000 Penalty: 5252.683594
	Iteration 106Q: 3 clusters Score -5888878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5888881.500000 Penalty: 5252.683594
	Iteration 107Q: 3 clusters Score -5888882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5888878.500000 Penalty: 5252.683594
	Iteration 108Q: 3 clusters Score -5888878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5888890.500000 Penalty: 5252.683594
	Iteration 109Q: 3 clusters Score -5888890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5888891.000000 Penalty: 5252.683594
	Iteration 110Q: 3 clusters Score -5888891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5888889.500000 Penalty: 5252.683594
	Iteration 111Q: 3 clusters Score -5888890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5888883.000000 Penalty: 5252.683594
	Iteration 112Q: 3 clusters Score -5888883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5888894.000000 Penalty: 5252.683594
	Iteration 113Q: 3 clusters Score -5888894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5888891.500000 Penalty: 5252.683594
	Iteration 114Q: 3 clusters Score -5888892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5888889.000000 Penalty: 5252.683594
	Iteration 115Q: 3 clusters Score -5888889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5888897.000000 Penalty: 5252.683594
	Iteration 116Q: 3 clusters Score -5888897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5888900.500000 Penalty: 5252.683594
	Iteration 117Q: 3 clusters Score -5888900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5888891.500000 Penalty: 5252.683594
	Iteration 118Q: 3 clusters Score -5888892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5888899.500000 Penalty: 5252.683594
	Iteration 119Q: 3 clusters Score -5888900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5888892.000000 Penalty: 5252.683594
	Iteration 120F: 3 clusters Score -5888892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5888893.000000 Penalty: 5252.683594
	Iteration 121Q: 3 clusters Score -5888893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5888894.500000 Penalty: 5252.683594
	Iteration 122Q: 3 clusters Score -5888894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5888897.000000 Penalty: 5252.683594
	Iteration 123Q: 3 clusters Score -5888897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5888896.000000 Penalty: 5252.683594
	Iteration 124Q: 3 clusters Score -5888896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5888892.500000 Penalty: 5252.683594
	Iteration 125Q: 3 clusters Score -5888892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5888894.000000 Penalty: 5252.683594
	Iteration 126Q: 3 clusters Score -5888894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5888894.000000 Penalty: 5252.683594
	Iteration 127Q: 3 clusters Score -5888894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5888894.000000 Penalty: 5252.683594
	Iteration 128F: 3 clusters Score -5888894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Entering Unmasked Estep 
Score: -1535437.375000 Penalty: 2304.807373
	Iteration 0F: 2 clusters Score -1535437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1527258.625000 Penalty: 4609.614746
	Iteration 0F: 3 clusters Score -1527259 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1529637.125000 Penalty: 4609.614746
	Iteration 1F: 3 clusters Score -1529637 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1530044.875000 Penalty: 4609.614746
	Iteration 2F: 3 clusters Score -1530045 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1530496.750000 Penalty: 4609.614746
	Iteration 3F: 3 clusters Score -1530497 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1531076.500000 Penalty: 4609.614746
	Iteration 4F: 3 clusters Score -1531076 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1531751.625000 Penalty: 4609.614746
	Iteration 5F: 3 clusters Score -1531752 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1532507.375000 Penalty: 4609.614746
	Iteration 6F: 3 clusters Score -1532507 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1533240.875000 Penalty: 4609.614746
	Iteration 7F: 3 clusters Score -1533241 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1533826.875000 Penalty: 4609.614746
	Iteration 8F: 3 clusters Score -1533827 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1534200.250000 Penalty: 4609.614746
	Iteration 9Q: 3 clusters Score -1534200 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1534407.875000 Penalty: 4609.614746
	Iteration 10Q: 3 clusters Score -1534408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1534503.250000 Penalty: 4609.614746
	Iteration 11Q: 3 clusters Score -1534503 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1534566.000000 Penalty: 4609.614746
	Iteration 12Q: 3 clusters Score -1534566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1534595.500000 Penalty: 4609.614746
	Iteration 13Q: 3 clusters Score -1534596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1534606.875000 Penalty: 4609.614746
	Iteration 14Q: 3 clusters Score -1534607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1534621.375000 Penalty: 4609.614746
	Iteration 15Q: 3 clusters Score -1534621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1534628.000000 Penalty: 4609.614746
	Iteration 16Q: 3 clusters Score -1534628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1534632.125000 Penalty: 4609.614746
	Iteration 17Q: 3 clusters Score -1534632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1534634.750000 Penalty: 4609.614746
	Iteration 18Q: 3 clusters Score -1534635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1534634.250000 Penalty: 4609.614746
	Iteration 19Q: 3 clusters Score -1534634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1534642.250000 Penalty: 4609.614746
	Iteration 20F: 3 clusters Score -1534642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1534647.500000 Penalty: 4609.614746
	Iteration 21Q: 3 clusters Score -1534648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1534647.125000 Penalty: 4609.614746
	Iteration 22Q: 3 clusters Score -1534647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1534643.875000 Penalty: 4609.614746
	Iteration 23Q: 3 clusters Score -1534644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1534647.375000 Penalty: 4609.614746
	Iteration 24Q: 3 clusters Score -1534647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1534646.750000 Penalty: 4609.614746
	Iteration 25Q: 3 clusters Score -1534647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1534646.750000 Penalty: 4609.614746
	Iteration 26F: 3 clusters Score -1534647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -98198.046875 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -98198.05 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 398 members 
Entering Unmasked Estep 
Score: -96471.890625 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -96471.89 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96872.171875 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96872.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97144.203125 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -97144.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97282.265625 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -97282.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97430.039062 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97430.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97572.835938 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -97572.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97702.796875 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -97702.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97813.726562 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -97813.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97940.875000 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -97940.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98125.625000 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98125.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98256.132812 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98256.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98310.601562 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98310.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98368.757812 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98368.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98386.585938 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -98386.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98387.515625 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -98387.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98390.578125 Penalty: 3299.820068
	Iteration 15F: 3 clusters Score -98390.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98394.765625 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -98394.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98405.304688 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -98405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98426.359375 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -98426.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98460.640625 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -98460.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98549.679688 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -98549.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98778.421875 Penalty: 3299.820068
	Iteration 21Q: 3 clusters Score -98778.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98794.898438 Penalty: 3299.820068
	Iteration 22Q: 3 clusters Score -98794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98805.335938 Penalty: 3299.820068
	Iteration 23Q: 3 clusters Score -98805.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98808.382812 Penalty: 3299.820068
	Iteration 24Q: 3 clusters Score -98808.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98810.406250 Penalty: 3299.820068
	Iteration 25Q: 3 clusters Score -98810.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98810.406250 Penalty: 3299.820068
	Iteration 26F: 3 clusters Score -98810.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28538 members 
Mstep: Class 6 contains 30822 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105533 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168124 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205894 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 350 members 
Entering Unmasked Estep 
Score: -128948016.000000 Penalty: 98646.656250
Splitting cluster 14 changes total score from -128948920.000000 to -128948016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Entering Unmasked Estep 
Score: -2029051.375000 Penalty: 2388.867676
	Iteration 0F: 2 clusters Score -2029051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2018034.625000 Penalty: 4777.735352
	Iteration 0F: 3 clusters Score -2018035 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2021653.250000 Penalty: 4777.735352
	Iteration 1F: 3 clusters Score -2021653 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2022118.625000 Penalty: 4777.735352
	Iteration 2F: 3 clusters Score -2022119 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2022483.750000 Penalty: 4777.735352
	Iteration 3F: 3 clusters Score -2022484 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2022792.250000 Penalty: 4777.735352
	Iteration 4Q: 3 clusters Score -2022792 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2023108.625000 Penalty: 4777.735352
	Iteration 5Q: 3 clusters Score -2023109 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2023478.250000 Penalty: 4777.735352
	Iteration 6Q: 3 clusters Score -2023478 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2023915.125000 Penalty: 4777.735352
	Iteration 7Q: 3 clusters Score -2023915 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2024330.125000 Penalty: 4777.735352
	Iteration 8Q: 3 clusters Score -2024330 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2024704.375000 Penalty: 4777.735352
	Iteration 9Q: 3 clusters Score -2024704 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2024993.875000 Penalty: 4777.735352
	Iteration 10Q: 3 clusters Score -2024994 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2025221.375000 Penalty: 4777.735352
	Iteration 11Q: 3 clusters Score -2025221 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2025408.375000 Penalty: 4777.735352
	Iteration 12Q: 3 clusters Score -2025408 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2025546.500000 Penalty: 4777.735352
	Iteration 13Q: 3 clusters Score -2025546 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2025642.875000 Penalty: 4777.735352
	Iteration 14Q: 3 clusters Score -2025643 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2025697.750000 Penalty: 4777.735352
	Iteration 15Q: 3 clusters Score -2025698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2025744.375000 Penalty: 4777.735352
	Iteration 16Q: 3 clusters Score -2025744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2025771.750000 Penalty: 4777.735352
	Iteration 17Q: 3 clusters Score -2025772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2025806.875000 Penalty: 4777.735352
	Iteration 18Q: 3 clusters Score -2025807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2025828.250000 Penalty: 4777.735352
	Iteration 19Q: 3 clusters Score -2025828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2025848.000000 Penalty: 4777.735352
	Iteration 20F: 3 clusters Score -2025848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2025866.125000 Penalty: 4777.735352
	Iteration 21Q: 3 clusters Score -2025866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2025883.500000 Penalty: 4777.735352
	Iteration 22Q: 3 clusters Score -2025884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2025904.750000 Penalty: 4777.735352
	Iteration 23Q: 3 clusters Score -2025905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2025917.500000 Penalty: 4777.735352
	Iteration 24Q: 3 clusters Score -2025918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2025936.875000 Penalty: 4777.735352
	Iteration 25Q: 3 clusters Score -2025937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2025956.375000 Penalty: 4777.735352
	Iteration 26Q: 3 clusters Score -2025956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2025973.000000 Penalty: 4777.735352
	Iteration 27Q: 3 clusters Score -2025973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2025981.250000 Penalty: 4777.735352
	Iteration 28Q: 3 clusters Score -2025981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2026003.625000 Penalty: 4777.735352
	Iteration 29Q: 3 clusters Score -2026004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2026017.125000 Penalty: 4777.735352
	Iteration 30Q: 3 clusters Score -2026017 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2026040.250000 Penalty: 4777.735352
	Iteration 31Q: 3 clusters Score -2026040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2026062.000000 Penalty: 4777.735352
	Iteration 32Q: 3 clusters Score -2026062 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2026080.500000 Penalty: 4777.735352
	Iteration 33Q: 3 clusters Score -2026080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2026104.125000 Penalty: 4777.735352
	Iteration 34Q: 3 clusters Score -2026104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2026130.000000 Penalty: 4777.735352
	Iteration 35Q: 3 clusters Score -2026130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2026158.625000 Penalty: 4777.735352
	Iteration 36Q: 3 clusters Score -2026159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2026188.250000 Penalty: 4777.735352
	Iteration 37Q: 3 clusters Score -2026188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2026223.875000 Penalty: 4777.735352
	Iteration 38Q: 3 clusters Score -2026224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2026256.375000 Penalty: 4777.735352
	Iteration 39Q: 3 clusters Score -2026256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2026290.375000 Penalty: 4777.735352
	Iteration 40F: 3 clusters Score -2026290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2026329.750000 Penalty: 4777.735352
	Iteration 41Q: 3 clusters Score -2026330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2026362.250000 Penalty: 4777.735352
	Iteration 42Q: 3 clusters Score -2026362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2026396.000000 Penalty: 4777.735352
	Iteration 43Q: 3 clusters Score -2026396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2026431.000000 Penalty: 4777.735352
	Iteration 44Q: 3 clusters Score -2026431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2026456.250000 Penalty: 4777.735352
	Iteration 45Q: 3 clusters Score -2026456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2026478.375000 Penalty: 4777.735352
	Iteration 46Q: 3 clusters Score -2026478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2026495.125000 Penalty: 4777.735352
	Iteration 47Q: 3 clusters Score -2026495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2026505.250000 Penalty: 4777.735352
	Iteration 48Q: 3 clusters Score -2026505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2026517.125000 Penalty: 4777.735352
	Iteration 49Q: 3 clusters Score -2026517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2026537.125000 Penalty: 4777.735352
	Iteration 50Q: 3 clusters Score -2026537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2026547.125000 Penalty: 4777.735352
	Iteration 51Q: 3 clusters Score -2026547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2026573.000000 Penalty: 4777.735352
	Iteration 52Q: 3 clusters Score -2026573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2026592.250000 Penalty: 4777.735352
	Iteration 53Q: 3 clusters Score -2026592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2026613.250000 Penalty: 4777.735352
	Iteration 54Q: 3 clusters Score -2026613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2026628.625000 Penalty: 4777.735352
	Iteration 55Q: 3 clusters Score -2026629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2026645.625000 Penalty: 4777.735352
	Iteration 56Q: 3 clusters Score -2026646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2026662.500000 Penalty: 4777.735352
	Iteration 57Q: 3 clusters Score -2026662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2026671.875000 Penalty: 4777.735352
	Iteration 58Q: 3 clusters Score -2026672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2026675.625000 Penalty: 4777.735352
	Iteration 59Q: 3 clusters Score -2026676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2026682.500000 Penalty: 4777.735352
	Iteration 60F: 3 clusters Score -2026682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2026692.625000 Penalty: 4777.735352
	Iteration 61Q: 3 clusters Score -2026693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2026705.125000 Penalty: 4777.735352
	Iteration 62Q: 3 clusters Score -2026705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2026712.750000 Penalty: 4777.735352
	Iteration 63Q: 3 clusters Score -2026713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2026718.000000 Penalty: 4777.735352
	Iteration 64Q: 3 clusters Score -2026718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2026731.375000 Penalty: 4777.735352
	Iteration 65Q: 3 clusters Score -2026731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2026744.625000 Penalty: 4777.735352
	Iteration 66Q: 3 clusters Score -2026745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2026765.875000 Penalty: 4777.735352
	Iteration 67Q: 3 clusters Score -2026766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2026796.750000 Penalty: 4777.735352
	Iteration 68Q: 3 clusters Score -2026797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2026817.000000 Penalty: 4777.735352
	Iteration 69Q: 3 clusters Score -2026817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2026840.125000 Penalty: 4777.735352
	Iteration 70Q: 3 clusters Score -2026840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2026860.125000 Penalty: 4777.735352
	Iteration 71Q: 3 clusters Score -2026860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2026886.625000 Penalty: 4777.735352
	Iteration 72Q: 3 clusters Score -2026887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2026909.125000 Penalty: 4777.735352
	Iteration 73Q: 3 clusters Score -2026909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2026933.875000 Penalty: 4777.735352
	Iteration 74Q: 3 clusters Score -2026934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2026958.250000 Penalty: 4777.735352
	Iteration 75Q: 3 clusters Score -2026958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2026972.000000 Penalty: 4777.735352
	Iteration 76Q: 3 clusters Score -2026972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2026991.375000 Penalty: 4777.735352
	Iteration 77Q: 3 clusters Score -2026991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2027002.875000 Penalty: 4777.735352
	Iteration 78Q: 3 clusters Score -2027003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2027031.125000 Penalty: 4777.735352
	Iteration 79Q: 3 clusters Score -2027031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2027041.000000 Penalty: 4777.735352
	Iteration 80F: 3 clusters Score -2027041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2027049.500000 Penalty: 4777.735352
	Iteration 81Q: 3 clusters Score -2027050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2027057.375000 Penalty: 4777.735352
	Iteration 82Q: 3 clusters Score -2027057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2027067.500000 Penalty: 4777.735352
	Iteration 83Q: 3 clusters Score -2027068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2027079.500000 Penalty: 4777.735352
	Iteration 84Q: 3 clusters Score -2027080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2027075.375000 Penalty: 4777.735352
	Iteration 85Q: 3 clusters Score -2027075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2027093.750000 Penalty: 4777.735352
	Iteration 86Q: 3 clusters Score -2027094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2027096.250000 Penalty: 4777.735352
	Iteration 87Q: 3 clusters Score -2027096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2027101.125000 Penalty: 4777.735352
	Iteration 88Q: 3 clusters Score -2027101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2027106.000000 Penalty: 4777.735352
	Iteration 89Q: 3 clusters Score -2027106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2027109.875000 Penalty: 4777.735352
	Iteration 90Q: 3 clusters Score -2027110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2027111.125000 Penalty: 4777.735352
	Iteration 91Q: 3 clusters Score -2027111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2027122.000000 Penalty: 4777.735352
	Iteration 92Q: 3 clusters Score -2027122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2027130.750000 Penalty: 4777.735352
	Iteration 93Q: 3 clusters Score -2027131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2027133.625000 Penalty: 4777.735352
	Iteration 94Q: 3 clusters Score -2027134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2027139.250000 Penalty: 4777.735352
	Iteration 95Q: 3 clusters Score -2027139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2027140.500000 Penalty: 4777.735352
	Iteration 96Q: 3 clusters Score -2027140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2027146.625000 Penalty: 4777.735352
	Iteration 97Q: 3 clusters Score -2027147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2027149.875000 Penalty: 4777.735352
	Iteration 98Q: 3 clusters Score -2027150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2027156.500000 Penalty: 4777.735352
	Iteration 99Q: 3 clusters Score -2027156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2027153.625000 Penalty: 4777.735352
	Iteration 100F: 3 clusters Score -2027154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2027158.375000 Penalty: 4777.735352
	Iteration 101Q: 3 clusters Score -2027158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2027167.000000 Penalty: 4777.735352
	Iteration 102Q: 3 clusters Score -2027167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2027174.500000 Penalty: 4777.735352
	Iteration 103Q: 3 clusters Score -2027174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2027185.500000 Penalty: 4777.735352
	Iteration 104Q: 3 clusters Score -2027186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2027189.250000 Penalty: 4777.735352
	Iteration 105Q: 3 clusters Score -2027189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2027192.875000 Penalty: 4777.735352
	Iteration 106Q: 3 clusters Score -2027193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2027194.625000 Penalty: 4777.735352
	Iteration 107Q: 3 clusters Score -2027195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2027199.375000 Penalty: 4777.735352
	Iteration 108Q: 3 clusters Score -2027199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2027201.125000 Penalty: 4777.735352
	Iteration 109Q: 3 clusters Score -2027201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2027207.250000 Penalty: 4777.735352
	Iteration 110Q: 3 clusters Score -2027207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2027209.375000 Penalty: 4777.735352
	Iteration 111Q: 3 clusters Score -2027209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2027211.625000 Penalty: 4777.735352
	Iteration 112Q: 3 clusters Score -2027212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2027215.625000 Penalty: 4777.735352
	Iteration 113Q: 3 clusters Score -2027216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2027219.625000 Penalty: 4777.735352
	Iteration 114Q: 3 clusters Score -2027220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2027218.875000 Penalty: 4777.735352
	Iteration 115Q: 3 clusters Score -2027219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2027222.750000 Penalty: 4777.735352
	Iteration 116Q: 3 clusters Score -2027223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2027227.750000 Penalty: 4777.735352
	Iteration 117Q: 3 clusters Score -2027228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2027230.000000 Penalty: 4777.735352
	Iteration 118Q: 3 clusters Score -2027230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2027233.375000 Penalty: 4777.735352
	Iteration 119Q: 3 clusters Score -2027233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2027233.125000 Penalty: 4777.735352
	Iteration 120F: 3 clusters Score -2027233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2027234.375000 Penalty: 4777.735352
	Iteration 121Q: 3 clusters Score -2027234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2027234.625000 Penalty: 4777.735352
	Iteration 122Q: 3 clusters Score -2027235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2027234.750000 Penalty: 4777.735352
	Iteration 123Q: 3 clusters Score -2027235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2027240.250000 Penalty: 4777.735352
	Iteration 124Q: 3 clusters Score -2027240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2027241.625000 Penalty: 4777.735352
	Iteration 125Q: 3 clusters Score -2027242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2027241.000000 Penalty: 4777.735352
	Iteration 126Q: 3 clusters Score -2027241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2027240.625000 Penalty: 4777.735352
	Iteration 127Q: 3 clusters Score -2027241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2027242.250000 Penalty: 4777.735352
	Iteration 128Q: 3 clusters Score -2027242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2027241.000000 Penalty: 4777.735352
	Iteration 129Q: 3 clusters Score -2027241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2027242.250000 Penalty: 4777.735352
	Iteration 130Q: 3 clusters Score -2027242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2027242.625000 Penalty: 4777.735352
	Iteration 131Q: 3 clusters Score -2027243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2027242.625000 Penalty: 4777.735352
	Iteration 132F: 3 clusters Score -2027243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21997.169922 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21997.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20954.027344 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20954.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21055.044922 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21055.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21078.632812 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21078.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21091.685547 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21091.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21100.009766 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21100.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21103.039062 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21103.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21104.753906 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -21104.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21104.753906 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -21104.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Entering Unmasked Estep 
Score: -3607660.000000 Penalty: 2515.643555
	Iteration 0F: 2 clusters Score -3607660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3590026.750000 Penalty: 5031.287109
	Iteration 0F: 3 clusters Score -3590027 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3596297.500000 Penalty: 5031.287109
	Iteration 1F: 3 clusters Score -3596298 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3596805.250000 Penalty: 5031.287109
	Iteration 2F: 3 clusters Score -3596805 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3597384.250000 Penalty: 5031.287109
	Iteration 3Q: 3 clusters Score -3597384 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3598087.000000 Penalty: 5031.287109
	Iteration 4Q: 3 clusters Score -3598087 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3598926.750000 Penalty: 5031.287109
	Iteration 5F: 3 clusters Score -3598927 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3599942.750000 Penalty: 5031.287109
	Iteration 6F: 3 clusters Score -3599943 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3601193.500000 Penalty: 5031.287109
	Iteration 7F: 3 clusters Score -3601194 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3602532.000000 Penalty: 5031.287109
	Iteration 8F: 3 clusters Score -3602532 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3603493.750000 Penalty: 5031.287109
	Iteration 9F: 3 clusters Score -3603494 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3603995.500000 Penalty: 5031.287109
	Iteration 10Q: 3 clusters Score -3603996 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3604233.750000 Penalty: 5031.287109
	Iteration 11Q: 3 clusters Score -3604234 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3604364.750000 Penalty: 5031.287109
	Iteration 12Q: 3 clusters Score -3604365 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3604464.500000 Penalty: 5031.287109
	Iteration 13Q: 3 clusters Score -3604464 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3604540.750000 Penalty: 5031.287109
	Iteration 14Q: 3 clusters Score -3604541 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3604633.000000 Penalty: 5031.287109
	Iteration 15Q: 3 clusters Score -3604633 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3604678.500000 Penalty: 5031.287109
	Iteration 16Q: 3 clusters Score -3604678 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3604709.000000 Penalty: 5031.287109
	Iteration 17Q: 3 clusters Score -3604709 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3604736.000000 Penalty: 5031.287109
	Iteration 18Q: 3 clusters Score -3604736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3604755.000000 Penalty: 5031.287109
	Iteration 19Q: 3 clusters Score -3604755 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3604760.250000 Penalty: 5031.287109
	Iteration 20F: 3 clusters Score -3604760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3604764.500000 Penalty: 5031.287109
	Iteration 21Q: 3 clusters Score -3604764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3604773.750000 Penalty: 5031.287109
	Iteration 22Q: 3 clusters Score -3604774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3604792.250000 Penalty: 5031.287109
	Iteration 23Q: 3 clusters Score -3604792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3604800.250000 Penalty: 5031.287109
	Iteration 24Q: 3 clusters Score -3604800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3604806.250000 Penalty: 5031.287109
	Iteration 25Q: 3 clusters Score -3604806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3604812.000000 Penalty: 5031.287109
	Iteration 26Q: 3 clusters Score -3604812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3604806.750000 Penalty: 5031.287109
	Iteration 27Q: 3 clusters Score -3604807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3604804.000000 Penalty: 5031.287109
	Iteration 28Q: 3 clusters Score -3604804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3604809.500000 Penalty: 5031.287109
	Iteration 29Q: 3 clusters Score -3604810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3604810.250000 Penalty: 5031.287109
	Iteration 30Q: 3 clusters Score -3604810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3604809.250000 Penalty: 5031.287109
	Iteration 31Q: 3 clusters Score -3604809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3604808.250000 Penalty: 5031.287109
	Iteration 32Q: 3 clusters Score -3604808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3604811.500000 Penalty: 5031.287109
	Iteration 33Q: 3 clusters Score -3604812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3604813.500000 Penalty: 5031.287109
	Iteration 34Q: 3 clusters Score -3604814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3604820.250000 Penalty: 5031.287109
	Iteration 35Q: 3 clusters Score -3604820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3604810.500000 Penalty: 5031.287109
	Iteration 36Q: 3 clusters Score -3604810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3604810.000000 Penalty: 5031.287109
	Iteration 37Q: 3 clusters Score -3604810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3604818.500000 Penalty: 5031.287109
	Iteration 38Q: 3 clusters Score -3604818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3604822.250000 Penalty: 5031.287109
	Iteration 39Q: 3 clusters Score -3604822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3604817.500000 Penalty: 5031.287109
	Iteration 40F: 3 clusters Score -3604818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3604821.750000 Penalty: 5031.287109
	Iteration 41Q: 3 clusters Score -3604822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3604817.500000 Penalty: 5031.287109
	Iteration 42Q: 3 clusters Score -3604818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3604818.500000 Penalty: 5031.287109
	Iteration 43Q: 3 clusters Score -3604818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3604818.750000 Penalty: 5031.287109
	Iteration 44Q: 3 clusters Score -3604819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3604828.250000 Penalty: 5031.287109
	Iteration 45Q: 3 clusters Score -3604828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3604831.000000 Penalty: 5031.287109
	Iteration 46Q: 3 clusters Score -3604831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3604826.750000 Penalty: 5031.287109
	Iteration 47Q: 3 clusters Score -3604827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3604828.250000 Penalty: 5031.287109
	Iteration 48Q: 3 clusters Score -3604828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3604828.500000 Penalty: 5031.287109
	Iteration 49Q: 3 clusters Score -3604828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3604825.250000 Penalty: 5031.287109
	Iteration 50Q: 3 clusters Score -3604825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3604828.000000 Penalty: 5031.287109
	Iteration 51Q: 3 clusters Score -3604828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3604833.500000 Penalty: 5031.287109
	Iteration 52Q: 3 clusters Score -3604834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3604833.750000 Penalty: 5031.287109
	Iteration 53Q: 3 clusters Score -3604834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3604835.250000 Penalty: 5031.287109
	Iteration 54Q: 3 clusters Score -3604835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3604829.500000 Penalty: 5031.287109
	Iteration 55Q: 3 clusters Score -3604830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3604829.750000 Penalty: 5031.287109
	Iteration 56Q: 3 clusters Score -3604830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3604829.750000 Penalty: 5031.287109
	Iteration 57Q: 3 clusters Score -3604830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3604830.500000 Penalty: 5031.287109
	Iteration 58Q: 3 clusters Score -3604830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3604836.000000 Penalty: 5031.287109
	Iteration 59Q: 3 clusters Score -3604836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3604834.500000 Penalty: 5031.287109
	Iteration 60F: 3 clusters Score -3604834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3604832.250000 Penalty: 5031.287109
	Iteration 61Q: 3 clusters Score -3604832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3604830.250000 Penalty: 5031.287109
	Iteration 62Q: 3 clusters Score -3604830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3604830.250000 Penalty: 5031.287109
	Iteration 63F: 3 clusters Score -3604830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Entering Unmasked Estep 
Score: -7503888.500000 Penalty: 2687.685547
	Iteration 0F: 2 clusters Score -7503888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -7469674.500000 Penalty: 5375.371094
	Iteration 0F: 3 clusters Score -7469674 nChanged 23465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7482740.000000 Penalty: 5375.371094
	Iteration 1F: 3 clusters Score -7482740 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -7483399.000000 Penalty: 5375.371094
	Iteration 2Q: 3 clusters Score -7483399 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -7484059.000000 Penalty: 5375.371094
	Iteration 3Q: 3 clusters Score -7484059 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -7484938.500000 Penalty: 5375.371094
	Iteration 4Q: 3 clusters Score -7484938 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7486231.000000 Penalty: 5375.371094
	Iteration 5Q: 3 clusters Score -7486231 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -7488192.000000 Penalty: 5375.371094
	Iteration 6F: 3 clusters Score -7488192 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -7490950.500000 Penalty: 5375.371094
	Iteration 7F: 3 clusters Score -7490950 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -7494076.500000 Penalty: 5375.371094
	Iteration 8F: 3 clusters Score -7494076 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7497015.500000 Penalty: 5375.371094
	Iteration 9F: 3 clusters Score -7497016 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7499183.500000 Penalty: 5375.371094
	Iteration 10Q: 3 clusters Score -7499184 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7500362.000000 Penalty: 5375.371094
	Iteration 11Q: 3 clusters Score -7500362 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7500962.500000 Penalty: 5375.371094
	Iteration 12Q: 3 clusters Score -7500962 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7501261.000000 Penalty: 5375.371094
	Iteration 13Q: 3 clusters Score -7501261 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7501418.000000 Penalty: 5375.371094
	Iteration 14Q: 3 clusters Score -7501418 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7501482.500000 Penalty: 5375.371094
	Iteration 15Q: 3 clusters Score -7501482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7501549.000000 Penalty: 5375.371094
	Iteration 16Q: 3 clusters Score -7501549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7501584.000000 Penalty: 5375.371094
	Iteration 17Q: 3 clusters Score -7501584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7501611.000000 Penalty: 5375.371094
	Iteration 18Q: 3 clusters Score -7501611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7501617.000000 Penalty: 5375.371094
	Iteration 19Q: 3 clusters Score -7501617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7501628.000000 Penalty: 5375.371094
	Iteration 20F: 3 clusters Score -7501628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7501641.500000 Penalty: 5375.371094
	Iteration 21Q: 3 clusters Score -7501642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7501653.000000 Penalty: 5375.371094
	Iteration 22Q: 3 clusters Score -7501653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7501661.000000 Penalty: 5375.371094
	Iteration 23Q: 3 clusters Score -7501661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7501658.500000 Penalty: 5375.371094
	Iteration 24Q: 3 clusters Score -7501658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7501664.500000 Penalty: 5375.371094
	Iteration 25Q: 3 clusters Score -7501664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7501661.500000 Penalty: 5375.371094
	Iteration 26Q: 3 clusters Score -7501662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7501668.000000 Penalty: 5375.371094
	Iteration 27Q: 3 clusters Score -7501668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7501659.000000 Penalty: 5375.371094
	Iteration 28Q: 3 clusters Score -7501659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7501659.000000 Penalty: 5375.371094
	Iteration 29F: 3 clusters Score -7501659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -1121443.750000 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -1121444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1115290.250000 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -1115290 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1116920.375000 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -1116920 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1117140.250000 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -1117140 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1117270.625000 Penalty: 4434.682129
	Iteration 3Q: 3 clusters Score -1117271 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1117372.875000 Penalty: 4434.682129
	Iteration 4Q: 3 clusters Score -1117373 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1117445.875000 Penalty: 4434.682129
	Iteration 5Q: 3 clusters Score -1117446 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1117516.125000 Penalty: 4434.682129
	Iteration 6Q: 3 clusters Score -1117516 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1117573.750000 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -1117574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1117616.875000 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -1117617 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1117674.500000 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -1117674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1117727.625000 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -1117728 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1117779.250000 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -1117779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1117844.125000 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -1117844 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1117924.500000 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -1117924 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1118014.875000 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -1118015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1118097.250000 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -1118097 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1118198.625000 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -1118199 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1118309.625000 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -1118310 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1118447.000000 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -1118447 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1118579.875000 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -1118580 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1118758.625000 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -1118759 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1118897.500000 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -1118898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1119025.000000 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -1119025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1119131.750000 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -1119132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1119220.750000 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -1119221 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1119288.000000 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -1119288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1119337.375000 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -1119337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1119370.125000 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -1119370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1119395.125000 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -1119395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1119416.875000 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -1119417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1119432.000000 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -1119432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1119443.750000 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -1119444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1119448.375000 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -1119448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1119452.500000 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -1119452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1119455.000000 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -1119455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1119456.000000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -1119456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1119459.000000 Penalty: 4434.682129
	Iteration 36Q: 3 clusters Score -1119459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1119467.125000 Penalty: 4434.682129
	Iteration 37Q: 3 clusters Score -1119467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1119469.000000 Penalty: 4434.682129
	Iteration 38Q: 3 clusters Score -1119469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1119469.500000 Penalty: 4434.682129
	Iteration 39Q: 3 clusters Score -1119470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1119471.250000 Penalty: 4434.682129
	Iteration 40F: 3 clusters Score -1119471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1119473.250000 Penalty: 4434.682129
	Iteration 41Q: 3 clusters Score -1119473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1119481.000000 Penalty: 4434.682129
	Iteration 42Q: 3 clusters Score -1119481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1119486.625000 Penalty: 4434.682129
	Iteration 43Q: 3 clusters Score -1119487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1119486.625000 Penalty: 4434.682129
	Iteration 44F: 3 clusters Score -1119487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -315727.906250 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -315727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -312893.750000 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -312893.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -313464.562500 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -313464.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -313669.718750 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -313669.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -313827.781250 Penalty: 3853.611816
	Iteration 3F: 3 clusters Score -313827.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313969.250000 Penalty: 3853.611816
	Iteration 4F: 3 clusters Score -313969.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -314164.187500 Penalty: 3853.611816
	Iteration 5F: 3 clusters Score -314164.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -314398.593750 Penalty: 3853.611816
	Iteration 6F: 3 clusters Score -314398.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -314611.250000 Penalty: 3853.611816
	Iteration 7F: 3 clusters Score -314611.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -314847.875000 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -314847.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -315087.468750 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -315087.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -315226.406250 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -315226.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -315310.375000 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -315310.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315371.500000 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -315371.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -315407.375000 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -315407.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315432.000000 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -315432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315445.187500 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -315445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315453.968750 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -315454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -315465.750000 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -315465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315469.718750 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -315469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315472.906250 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -315472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -315475.562500 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -315475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -315478.406250 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -315478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -315480.968750 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -315481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -315482.906250 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -315482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -315483.093750 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -315483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -315483.093750 Penalty: 3853.611816
	Iteration 25F: 3 clusters Score -315483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Entering Unmasked Estep 
Score: -24631604.000000 Penalty: 2984.049316
	Iteration 0F: 2 clusters Score -2.46316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -24524110.000000 Penalty: 5968.098633
	Iteration 0F: 3 clusters Score -2.452411e+07 nChanged 80562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -24571234.000000 Penalty: 5968.098633
	Iteration 1F: 3 clusters Score -2.457123e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -24572248.000000 Penalty: 5968.098633
	Iteration 2Q: 3 clusters Score -2.457225e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -24573266.000000 Penalty: 5968.098633
	Iteration 3Q: 3 clusters Score -2.457327e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -24575064.000000 Penalty: 5968.098633
	Iteration 4Q: 3 clusters Score -2.457506e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -24577920.000000 Penalty: 5968.098633
	Iteration 5Q: 3 clusters Score -2.457792e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -24582688.000000 Penalty: 5968.098633
	Iteration 6Q: 3 clusters Score -2.458269e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -24589732.000000 Penalty: 5968.098633
	Iteration 7F: 3 clusters Score -2.458973e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -24597790.000000 Penalty: 5968.098633
	Iteration 8F: 3 clusters Score -2.459779e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -24604868.000000 Penalty: 5968.098633
	Iteration 9F: 3 clusters Score -2.460487e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -24609202.000000 Penalty: 5968.098633
	Iteration 10F: 3 clusters Score -2.46092e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -24610724.000000 Penalty: 5968.098633
	Iteration 11Q: 3 clusters Score -2.461072e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -24611428.000000 Penalty: 5968.098633
	Iteration 12Q: 3 clusters Score -2.461143e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -24611728.000000 Penalty: 5968.098633
	Iteration 13Q: 3 clusters Score -2.461173e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -24612030.000000 Penalty: 5968.098633
	Iteration 14Q: 3 clusters Score -2.461203e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -24612350.000000 Penalty: 5968.098633
	Iteration 15Q: 3 clusters Score -2.461235e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -24612608.000000 Penalty: 5968.098633
	Iteration 16Q: 3 clusters Score -2.461261e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -24612852.000000 Penalty: 5968.098633
	Iteration 17Q: 3 clusters Score -2.461285e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -24613194.000000 Penalty: 5968.098633
	Iteration 18Q: 3 clusters Score -2.461319e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -24613492.000000 Penalty: 5968.098633
	Iteration 19Q: 3 clusters Score -2.461349e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -24613664.000000 Penalty: 5968.098633
	Iteration 20F: 3 clusters Score -2.461366e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -24613962.000000 Penalty: 5968.098633
	Iteration 21Q: 3 clusters Score -2.461396e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -24614198.000000 Penalty: 5968.098633
	Iteration 22Q: 3 clusters Score -2.46142e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -24614296.000000 Penalty: 5968.098633
	Iteration 23Q: 3 clusters Score -2.46143e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -24614534.000000 Penalty: 5968.098633
	Iteration 24Q: 3 clusters Score -2.461453e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -24614796.000000 Penalty: 5968.098633
	Iteration 25Q: 3 clusters Score -2.46148e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -24615128.000000 Penalty: 5968.098633
	Iteration 26Q: 3 clusters Score -2.461513e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -24615440.000000 Penalty: 5968.098633
	Iteration 27Q: 3 clusters Score -2.461544e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -24615604.000000 Penalty: 5968.098633
	Iteration 28Q: 3 clusters Score -2.46156e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -24615798.000000 Penalty: 5968.098633
	Iteration 29Q: 3 clusters Score -2.46158e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -24615912.000000 Penalty: 5968.098633
	Iteration 30Q: 3 clusters Score -2.461591e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -24615968.000000 Penalty: 5968.098633
	Iteration 31Q: 3 clusters Score -2.461597e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -24616072.000000 Penalty: 5968.098633
	Iteration 32Q: 3 clusters Score -2.461607e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -24616222.000000 Penalty: 5968.098633
	Iteration 33Q: 3 clusters Score -2.461622e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -24616378.000000 Penalty: 5968.098633
	Iteration 34Q: 3 clusters Score -2.461638e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -24616494.000000 Penalty: 5968.098633
	Iteration 35Q: 3 clusters Score -2.461649e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -24616638.000000 Penalty: 5968.098633
	Iteration 36Q: 3 clusters Score -2.461664e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -24616674.000000 Penalty: 5968.098633
	Iteration 37Q: 3 clusters Score -2.461667e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -24616868.000000 Penalty: 5968.098633
	Iteration 38Q: 3 clusters Score -2.461687e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -24617010.000000 Penalty: 5968.098633
	Iteration 39Q: 3 clusters Score -2.461701e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -24617094.000000 Penalty: 5968.098633
	Iteration 40F: 3 clusters Score -2.461709e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -24617188.000000 Penalty: 5968.098633
	Iteration 41Q: 3 clusters Score -2.461719e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -24617280.000000 Penalty: 5968.098633
	Iteration 42Q: 3 clusters Score -2.461728e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -24617498.000000 Penalty: 5968.098633
	Iteration 43Q: 3 clusters Score -2.46175e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -24617704.000000 Penalty: 5968.098633
	Iteration 44Q: 3 clusters Score -2.46177e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -24617764.000000 Penalty: 5968.098633
	Iteration 45Q: 3 clusters Score -2.461776e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -24617992.000000 Penalty: 5968.098633
	Iteration 46Q: 3 clusters Score -2.461799e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -24618196.000000 Penalty: 5968.098633
	Iteration 47Q: 3 clusters Score -2.46182e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -24618254.000000 Penalty: 5968.098633
	Iteration 48Q: 3 clusters Score -2.461825e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -24618352.000000 Penalty: 5968.098633
	Iteration 49Q: 3 clusters Score -2.461835e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -24618518.000000 Penalty: 5968.098633
	Iteration 50Q: 3 clusters Score -2.461852e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -24618622.000000 Penalty: 5968.098633
	Iteration 51Q: 3 clusters Score -2.461862e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -24618656.000000 Penalty: 5968.098633
	Iteration 52Q: 3 clusters Score -2.461866e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -24618866.000000 Penalty: 5968.098633
	Iteration 53Q: 3 clusters Score -2.461887e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -24619024.000000 Penalty: 5968.098633
	Iteration 54Q: 3 clusters Score -2.461902e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -24619230.000000 Penalty: 5968.098633
	Iteration 55Q: 3 clusters Score -2.461923e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -24619410.000000 Penalty: 5968.098633
	Iteration 56Q: 3 clusters Score -2.461941e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -24619626.000000 Penalty: 5968.098633
	Iteration 57Q: 3 clusters Score -2.461963e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -24619914.000000 Penalty: 5968.098633
	Iteration 58Q: 3 clusters Score -2.461991e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -24619982.000000 Penalty: 5968.098633
	Iteration 59Q: 3 clusters Score -2.461998e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -24620066.000000 Penalty: 5968.098633
	Iteration 60F: 3 clusters Score -2.462007e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -24620116.000000 Penalty: 5968.098633
	Iteration 61Q: 3 clusters Score -2.462012e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -24620218.000000 Penalty: 5968.098633
	Iteration 62Q: 3 clusters Score -2.462022e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -24620338.000000 Penalty: 5968.098633
	Iteration 63Q: 3 clusters Score -2.462034e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -24620472.000000 Penalty: 5968.098633
	Iteration 64Q: 3 clusters Score -2.462047e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -24620500.000000 Penalty: 5968.098633
	Iteration 65Q: 3 clusters Score -2.46205e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -24620642.000000 Penalty: 5968.098633
	Iteration 66Q: 3 clusters Score -2.462064e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -24620758.000000 Penalty: 5968.098633
	Iteration 67Q: 3 clusters Score -2.462076e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -24620834.000000 Penalty: 5968.098633
	Iteration 68Q: 3 clusters Score -2.462083e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -24620828.000000 Penalty: 5968.098633
	Iteration 69Q: 3 clusters Score -2.462083e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -24620832.000000 Penalty: 5968.098633
	Iteration 70Q: 3 clusters Score -2.462083e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -24620848.000000 Penalty: 5968.098633
	Iteration 71Q: 3 clusters Score -2.462085e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -24620880.000000 Penalty: 5968.098633
	Iteration 72Q: 3 clusters Score -2.462088e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -24621002.000000 Penalty: 5968.098633
	Iteration 73Q: 3 clusters Score -2.4621e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -24621092.000000 Penalty: 5968.098633
	Iteration 74Q: 3 clusters Score -2.462109e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -24621178.000000 Penalty: 5968.098633
	Iteration 75Q: 3 clusters Score -2.462118e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -24621182.000000 Penalty: 5968.098633
	Iteration 76Q: 3 clusters Score -2.462118e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -24621226.000000 Penalty: 5968.098633
	Iteration 77Q: 3 clusters Score -2.462123e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -24621258.000000 Penalty: 5968.098633
	Iteration 78Q: 3 clusters Score -2.462126e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -24621318.000000 Penalty: 5968.098633
	Iteration 79Q: 3 clusters Score -2.462132e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -24621338.000000 Penalty: 5968.098633
	Iteration 80F: 3 clusters Score -2.462134e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -24621446.000000 Penalty: 5968.098633
	Iteration 81Q: 3 clusters Score -2.462145e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -24621572.000000 Penalty: 5968.098633
	Iteration 82Q: 3 clusters Score -2.462157e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -24621634.000000 Penalty: 5968.098633
	Iteration 83Q: 3 clusters Score -2.462163e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -24621712.000000 Penalty: 5968.098633
	Iteration 84Q: 3 clusters Score -2.462171e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -24621636.000000 Penalty: 5968.098633
	Iteration 85Q: 3 clusters Score -2.462164e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -24621716.000000 Penalty: 5968.098633
	Iteration 86Q: 3 clusters Score -2.462172e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -24621916.000000 Penalty: 5968.098633
	Iteration 87Q: 3 clusters Score -2.462192e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -24622128.000000 Penalty: 5968.098633
	Iteration 88Q: 3 clusters Score -2.462213e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -24622112.000000 Penalty: 5968.098633
	Iteration 89Q: 3 clusters Score -2.462211e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -24622302.000000 Penalty: 5968.098633
	Iteration 90Q: 3 clusters Score -2.46223e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -24622344.000000 Penalty: 5968.098633
	Iteration 91Q: 3 clusters Score -2.462234e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -24622360.000000 Penalty: 5968.098633
	Iteration 92Q: 3 clusters Score -2.462236e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -24622472.000000 Penalty: 5968.098633
	Iteration 93Q: 3 clusters Score -2.462247e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -24622588.000000 Penalty: 5968.098633
	Iteration 94Q: 3 clusters Score -2.462259e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -24622756.000000 Penalty: 5968.098633
	Iteration 95Q: 3 clusters Score -2.462276e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 109494 members 
Entering Unmasked Estep 
Score: -24622992.000000 Penalty: 5968.098633
	Iteration 96Q: 3 clusters Score -2.462299e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -24623086.000000 Penalty: 5968.098633
	Iteration 97Q: 3 clusters Score -2.462309e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -24623186.000000 Penalty: 5968.098633
	Iteration 98Q: 3 clusters Score -2.462319e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 118415 members 
Entering Unmasked Estep 
Score: -24623476.000000 Penalty: 5968.098633
	Iteration 99Q: 3 clusters Score -2.462348e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -24623890.000000 Penalty: 5968.098633
	Iteration 100F: 3 clusters Score -2.462389e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -24624102.000000 Penalty: 5968.098633
	Iteration 101Q: 3 clusters Score -2.46241e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -24624390.000000 Penalty: 5968.098633
	Iteration 102Q: 3 clusters Score -2.462439e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -24624750.000000 Penalty: 5968.098633
	Iteration 103Q: 3 clusters Score -2.462475e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -24625258.000000 Penalty: 5968.098633
	Iteration 104Q: 3 clusters Score -2.462526e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -24625484.000000 Penalty: 5968.098633
	Iteration 105Q: 3 clusters Score -2.462548e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -24625654.000000 Penalty: 5968.098633
	Iteration 106Q: 3 clusters Score -2.462565e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -24626126.000000 Penalty: 5968.098633
	Iteration 107Q: 3 clusters Score -2.462613e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -24626504.000000 Penalty: 5968.098633
	Iteration 108Q: 3 clusters Score -2.46265e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -24626772.000000 Penalty: 5968.098633
	Iteration 109Q: 3 clusters Score -2.462677e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -24627122.000000 Penalty: 5968.098633
	Iteration 110Q: 3 clusters Score -2.462712e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -24627438.000000 Penalty: 5968.098633
	Iteration 111Q: 3 clusters Score -2.462744e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -24627602.000000 Penalty: 5968.098633
	Iteration 112Q: 3 clusters Score -2.46276e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -24627856.000000 Penalty: 5968.098633
	Iteration 113Q: 3 clusters Score -2.462786e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -24628044.000000 Penalty: 5968.098633
	Iteration 114Q: 3 clusters Score -2.462804e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 158569 members 
Entering Unmasked Estep 
Score: -24628096.000000 Penalty: 5968.098633
	Iteration 115Q: 3 clusters Score -2.46281e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -24628154.000000 Penalty: 5968.098633
	Iteration 116Q: 3 clusters Score -2.462815e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -24628368.000000 Penalty: 5968.098633
	Iteration 117Q: 3 clusters Score -2.462837e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -24628458.000000 Penalty: 5968.098633
	Iteration 118Q: 3 clusters Score -2.462846e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -24628588.000000 Penalty: 5968.098633
	Iteration 119Q: 3 clusters Score -2.462859e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -24628952.000000 Penalty: 5968.098633
	Iteration 120F: 3 clusters Score -2.462895e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -24629184.000000 Penalty: 5968.098633
	Iteration 121Q: 3 clusters Score -2.462918e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -24629486.000000 Penalty: 5968.098633
	Iteration 122Q: 3 clusters Score -2.462949e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -24629628.000000 Penalty: 5968.098633
	Iteration 123Q: 3 clusters Score -2.462963e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -24629700.000000 Penalty: 5968.098633
	Iteration 124Q: 3 clusters Score -2.46297e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -24629720.000000 Penalty: 5968.098633
	Iteration 125Q: 3 clusters Score -2.462972e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -24629698.000000 Penalty: 5968.098633
	Iteration 126Q: 3 clusters Score -2.46297e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -24629706.000000 Penalty: 5968.098633
	Iteration 127Q: 3 clusters Score -2.462971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -24629662.000000 Penalty: 5968.098633
	Iteration 128Q: 3 clusters Score -2.462966e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -24629750.000000 Penalty: 5968.098633
	Iteration 129Q: 3 clusters Score -2.462975e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -24629742.000000 Penalty: 5968.098633
	Iteration 130Q: 3 clusters Score -2.462974e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -24629784.000000 Penalty: 5968.098633
	Iteration 131Q: 3 clusters Score -2.462978e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -24629762.000000 Penalty: 5968.098633
	Iteration 132Q: 3 clusters Score -2.462976e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -24629792.000000 Penalty: 5968.098633
	Iteration 133Q: 3 clusters Score -2.462979e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -24629798.000000 Penalty: 5968.098633
	Iteration 134Q: 3 clusters Score -2.46298e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 165550 members 
Entering Unmasked Estep 
Score: -24629798.000000 Penalty: 5968.098633
	Iteration 135Q: 3 clusters Score -2.46298e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -24629798.000000 Penalty: 5968.098633
	Iteration 136Q: 3 clusters Score -2.46298e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -24629826.000000 Penalty: 5968.098633
	Iteration 137Q: 3 clusters Score -2.462983e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -24629830.000000 Penalty: 5968.098633
	Iteration 138Q: 3 clusters Score -2.462983e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -24629842.000000 Penalty: 5968.098633
	Iteration 139Q: 3 clusters Score -2.462984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -24629842.000000 Penalty: 5968.098633
	Iteration 140F: 3 clusters Score -2.462984e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -24629880.000000 Penalty: 5968.098633
	Iteration 141Q: 3 clusters Score -2.462988e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -24629902.000000 Penalty: 5968.098633
	Iteration 142Q: 3 clusters Score -2.46299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -24629866.000000 Penalty: 5968.098633
	Iteration 143Q: 3 clusters Score -2.462987e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 165311 members 
Entering Unmasked Estep 
Score: -24629890.000000 Penalty: 5968.098633
	Iteration 144Q: 3 clusters Score -2.462989e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -24629930.000000 Penalty: 5968.098633
	Iteration 145Q: 3 clusters Score -2.462993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -24629920.000000 Penalty: 5968.098633
	Iteration 146Q: 3 clusters Score -2.462992e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -24629920.000000 Penalty: 5968.098633
	Iteration 147Q: 3 clusters Score -2.462992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -24629934.000000 Penalty: 5968.098633
	Iteration 148Q: 3 clusters Score -2.462993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -24629922.000000 Penalty: 5968.098633
	Iteration 149Q: 3 clusters Score -2.462992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -24629928.000000 Penalty: 5968.098633
	Iteration 150Q: 3 clusters Score -2.462993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -24629914.000000 Penalty: 5968.098633
	Iteration 151Q: 3 clusters Score -2.462991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -24629926.000000 Penalty: 5968.098633
	Iteration 152Q: 3 clusters Score -2.462993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -24629880.000000 Penalty: 5968.098633
	Iteration 153Q: 3 clusters Score -2.462988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -24629900.000000 Penalty: 5968.098633
	Iteration 154Q: 3 clusters Score -2.46299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -24629902.000000 Penalty: 5968.098633
	Iteration 155Q: 3 clusters Score -2.46299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 165132 members 
Entering Unmasked Estep 
Score: -24629908.000000 Penalty: 5968.098633
	Iteration 156Q: 3 clusters Score -2.462991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 165124 members 
Entering Unmasked Estep 
Score: -24629912.000000 Penalty: 5968.098633
	Iteration 157Q: 3 clusters Score -2.462991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -24629922.000000 Penalty: 5968.098633
	Iteration 158Q: 3 clusters Score -2.462992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -24629914.000000 Penalty: 5968.098633
	Iteration 159Q: 3 clusters Score -2.462991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -24629938.000000 Penalty: 5968.098633
	Iteration 160F: 3 clusters Score -2.462994e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -24629908.000000 Penalty: 5968.098633
	Iteration 161Q: 3 clusters Score -2.462991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 165055 members 
Entering Unmasked Estep 
Score: -24629882.000000 Penalty: 5968.098633
	Iteration 162Q: 3 clusters Score -2.462988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -24629910.000000 Penalty: 5968.098633
	Iteration 163Q: 3 clusters Score -2.462991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -24629916.000000 Penalty: 5968.098633
	Iteration 164Q: 3 clusters Score -2.462992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -24629904.000000 Penalty: 5968.098633
	Iteration 165Q: 3 clusters Score -2.46299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -24629922.000000 Penalty: 5968.098633
	Iteration 166Q: 3 clusters Score -2.462992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -24629930.000000 Penalty: 5968.098633
	Iteration 167Q: 3 clusters Score -2.462993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -24629940.000000 Penalty: 5968.098633
	Iteration 168Q: 3 clusters Score -2.462994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -24629942.000000 Penalty: 5968.098633
	Iteration 169Q: 3 clusters Score -2.462994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -24629966.000000 Penalty: 5968.098633
	Iteration 170Q: 3 clusters Score -2.462997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -24629956.000000 Penalty: 5968.098633
	Iteration 171Q: 3 clusters Score -2.462996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -24629964.000000 Penalty: 5968.098633
	Iteration 172Q: 3 clusters Score -2.462996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -24629974.000000 Penalty: 5968.098633
	Iteration 173Q: 3 clusters Score -2.462997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -24629966.000000 Penalty: 5968.098633
	Iteration 174Q: 3 clusters Score -2.462997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -24629968.000000 Penalty: 5968.098633
	Iteration 175Q: 3 clusters Score -2.462997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -24629972.000000 Penalty: 5968.098633
	Iteration 176Q: 3 clusters Score -2.462997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -24629980.000000 Penalty: 5968.098633
	Iteration 177Q: 3 clusters Score -2.462998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -24629968.000000 Penalty: 5968.098633
	Iteration 178Q: 3 clusters Score -2.462997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -24629968.000000 Penalty: 5968.098633
	Iteration 179F: 3 clusters Score -2.462997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -79559.671875 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -79559.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78036.476562 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -78036.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78508.890625 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -78508.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78672.664062 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -78672.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78813.546875 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -78813.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78926.765625 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -78926.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78964.000000 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -78964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78988.671875 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -78988.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79015.882812 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79015.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79069.054688 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79069.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79101.468750 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79101.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79133.000000 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -79133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79169.468750 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -79169.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79197.664062 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -79197.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79237.007812 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -79237.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79277.742188 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -79277.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79342.203125 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -79342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79400.156250 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -79400.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79413.539062 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -79413.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79420.125000 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -79420.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79428.820312 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -79428.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79428.820312 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -79428.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -357605.187500 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -357605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -354359.562500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -354359.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -355246.312500 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -355246.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -355725.625000 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -355725.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -356085.375000 Penalty: 3974.618164
	Iteration 3F: 3 clusters Score -356085.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356350.062500 Penalty: 3974.618164
	Iteration 4F: 3 clusters Score -356350.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -356584.875000 Penalty: 3974.618164
	Iteration 5F: 3 clusters Score -356584.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -356815.218750 Penalty: 3974.618164
	Iteration 6F: 3 clusters Score -356815.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -356970.937500 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -356970.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -357069.468750 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -357069.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -357129.937500 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -357129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -357164.625000 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -357164.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -357185.218750 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -357185.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -357196.250000 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -357196.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -357212.656250 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -357212.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -357223.031250 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -357223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -357231.031250 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -357231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -357235.250000 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -357235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -357237.906250 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -357237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -357240.906250 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -357240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -357241.375000 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -357241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -357242.218750 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -357242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -357241.875000 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -357241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -357243.187500 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -357243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -357243.187500 Penalty: 3974.618164
	Iteration 23F: 3 clusters Score -357243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (205894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205894 members 
Entering Unmasked Estep 
Score: -30097472.000000 Penalty: 3034.309082
	Iteration 0F: 2 clusters Score -3.009747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
Score: -29970492.000000 Penalty: 6068.618164
	Iteration 0F: 3 clusters Score -2.997049e+07 nChanged 98917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -30027888.000000 Penalty: 6068.618164
	Iteration 1F: 3 clusters Score -3.002789e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -30029300.000000 Penalty: 6068.618164
	Iteration 2Q: 3 clusters Score -3.00293e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -30030718.000000 Penalty: 6068.618164
	Iteration 3Q: 3 clusters Score -3.003072e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -30032594.000000 Penalty: 6068.618164
	Iteration 4Q: 3 clusters Score -3.003259e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 117048 members 
Entering Unmasked Estep 
Score: -30035530.000000 Penalty: 6068.618164
	Iteration 5Q: 3 clusters Score -3.003553e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -30039874.000000 Penalty: 6068.618164
	Iteration 6Q: 3 clusters Score -3.003987e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -30046268.000000 Penalty: 6068.618164
	Iteration 7F: 3 clusters Score -3.004627e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -30054672.000000 Penalty: 6068.618164
	Iteration 8F: 3 clusters Score -3.005467e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -30063672.000000 Penalty: 6068.618164
	Iteration 9F: 3 clusters Score -3.006367e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -30071276.000000 Penalty: 6068.618164
	Iteration 10F: 3 clusters Score -3.007128e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -30077086.000000 Penalty: 6068.618164
	Iteration 11Q: 3 clusters Score -3.007709e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 168885 members 
Entering Unmasked Estep 
Score: -30080626.000000 Penalty: 6068.618164
	Iteration 12Q: 3 clusters Score -3.008063e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -30083262.000000 Penalty: 6068.618164
	Iteration 13Q: 3 clusters Score -3.008326e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 177106 members 
Entering Unmasked Estep 
Score: -30085504.000000 Penalty: 6068.618164
	Iteration 14Q: 3 clusters Score -3.00855e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -30087170.000000 Penalty: 6068.618164
	Iteration 15Q: 3 clusters Score -3.008717e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 183779 members 
Entering Unmasked Estep 
Score: -30088678.000000 Penalty: 6068.618164
	Iteration 16Q: 3 clusters Score -3.008868e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 186785 members 
Entering Unmasked Estep 
Score: -30089758.000000 Penalty: 6068.618164
	Iteration 17Q: 3 clusters Score -3.008976e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -30091054.000000 Penalty: 6068.618164
	Iteration 18Q: 3 clusters Score -3.009105e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -30092318.000000 Penalty: 6068.618164
	Iteration 19Q: 3 clusters Score -3.009232e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -30093398.000000 Penalty: 6068.618164
	Iteration 20F: 3 clusters Score -3.00934e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 196602 members 
Entering Unmasked Estep 
Score: -30094158.000000 Penalty: 6068.618164
	Iteration 21Q: 3 clusters Score -3.009416e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 198361 members 
Entering Unmasked Estep 
Score: -30094706.000000 Penalty: 6068.618164
	Iteration 22Q: 3 clusters Score -3.009471e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 199873 members 
Entering Unmasked Estep 
Score: -30094994.000000 Penalty: 6068.618164
	Iteration 23Q: 3 clusters Score -3.009499e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 201030 members 
Entering Unmasked Estep 
Score: -30095104.000000 Penalty: 6068.618164
	Iteration 24Q: 3 clusters Score -3.00951e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 201966 members 
Entering Unmasked Estep 
Score: -30095216.000000 Penalty: 6068.618164
	Iteration 25Q: 3 clusters Score -3.009522e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 202681 members 
Entering Unmasked Estep 
Score: -30095366.000000 Penalty: 6068.618164
	Iteration 26Q: 3 clusters Score -3.009537e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 203239 members 
Entering Unmasked Estep 
Score: -30095378.000000 Penalty: 6068.618164
	Iteration 27Q: 3 clusters Score -3.009538e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 203653 members 
Entering Unmasked Estep 
Score: -30095404.000000 Penalty: 6068.618164
	Iteration 28Q: 3 clusters Score -3.00954e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 203964 members 
Entering Unmasked Estep 
Score: -30095472.000000 Penalty: 6068.618164
	Iteration 29Q: 3 clusters Score -3.009547e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -30095462.000000 Penalty: 6068.618164
	Iteration 30Q: 3 clusters Score -3.009546e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -30095448.000000 Penalty: 6068.618164
	Iteration 31Q: 3 clusters Score -3.009545e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 204481 members 
Entering Unmasked Estep 
Score: -30095490.000000 Penalty: 6068.618164
	Iteration 32Q: 3 clusters Score -3.009549e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 204589 members 
Entering Unmasked Estep 
Score: -30095512.000000 Penalty: 6068.618164
	Iteration 33Q: 3 clusters Score -3.009551e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 204668 members 
Entering Unmasked Estep 
Score: -30095486.000000 Penalty: 6068.618164
	Iteration 34Q: 3 clusters Score -3.009549e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 204728 members 
Entering Unmasked Estep 
Score: -30095486.000000 Penalty: 6068.618164
	Iteration 35Q: 3 clusters Score -3.009549e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 204775 members 
Entering Unmasked Estep 
Score: -30095488.000000 Penalty: 6068.618164
	Iteration 36Q: 3 clusters Score -3.009549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 204811 members 
Entering Unmasked Estep 
Score: -30095500.000000 Penalty: 6068.618164
	Iteration 37Q: 3 clusters Score -3.00955e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 204857 members 
Entering Unmasked Estep 
Score: -30095480.000000 Penalty: 6068.618164
	Iteration 38Q: 3 clusters Score -3.009548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 204881 members 
Entering Unmasked Estep 
Score: -30095514.000000 Penalty: 6068.618164
	Iteration 39Q: 3 clusters Score -3.009551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 204896 members 
Entering Unmasked Estep 
Score: -30095516.000000 Penalty: 6068.618164
	Iteration 40F: 3 clusters Score -3.009552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 204913 members 
Entering Unmasked Estep 
Score: -30095524.000000 Penalty: 6068.618164
	Iteration 41Q: 3 clusters Score -3.009552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -30095502.000000 Penalty: 6068.618164
	Iteration 42Q: 3 clusters Score -3.00955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 204936 members 
Entering Unmasked Estep 
Score: -30095494.000000 Penalty: 6068.618164
	Iteration 43Q: 3 clusters Score -3.009549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 204945 members 
Entering Unmasked Estep 
Score: -30095482.000000 Penalty: 6068.618164
	Iteration 44Q: 3 clusters Score -3.009548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -30095494.000000 Penalty: 6068.618164
	Iteration 45Q: 3 clusters Score -3.009549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 204961 members 
Entering Unmasked Estep 
Score: -30095526.000000 Penalty: 6068.618164
	Iteration 46Q: 3 clusters Score -3.009553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 204967 members 
Entering Unmasked Estep 
Score: -30095472.000000 Penalty: 6068.618164
	Iteration 47Q: 3 clusters Score -3.009547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 204973 members 
Entering Unmasked Estep 
Score: -30095474.000000 Penalty: 6068.618164
	Iteration 48Q: 3 clusters Score -3.009547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 204980 members 
Entering Unmasked Estep 
Score: -30095486.000000 Penalty: 6068.618164
	Iteration 49Q: 3 clusters Score -3.009549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 204986 members 
Entering Unmasked Estep 
Score: -30095474.000000 Penalty: 6068.618164
	Iteration 50Q: 3 clusters Score -3.009547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 204986 members 
Entering Unmasked Estep 
Score: -30095474.000000 Penalty: 6068.618164
	Iteration 51Q: 3 clusters Score -3.009547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 204988 members 
Entering Unmasked Estep 
Score: -30095470.000000 Penalty: 6068.618164
	Iteration 52Q: 3 clusters Score -3.009547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -30095472.000000 Penalty: 6068.618164
	Iteration 53Q: 3 clusters Score -3.009547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 204992 members 
Entering Unmasked Estep 
Score: -30095484.000000 Penalty: 6068.618164
	Iteration 54Q: 3 clusters Score -3.009548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 204994 members 
Entering Unmasked Estep 
Score: -30095472.000000 Penalty: 6068.618164
	Iteration 55Q: 3 clusters Score -3.009547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 204995 members 
Entering Unmasked Estep 
Score: -30095462.000000 Penalty: 6068.618164
	Iteration 56Q: 3 clusters Score -3.009546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 205000 members 
Entering Unmasked Estep 
Score: -30095472.000000 Penalty: 6068.618164
	Iteration 57Q: 3 clusters Score -3.009547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 205002 members 
Entering Unmasked Estep 
Score: -30095476.000000 Penalty: 6068.618164
	Iteration 58Q: 3 clusters Score -3.009548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 205007 members 
Entering Unmasked Estep 
Score: -30095470.000000 Penalty: 6068.618164
	Iteration 59Q: 3 clusters Score -3.009547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 205010 members 
Entering Unmasked Estep 
Score: -30095468.000000 Penalty: 6068.618164
	Iteration 60F: 3 clusters Score -3.009547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 205013 members 
Entering Unmasked Estep 
Score: -30095468.000000 Penalty: 6068.618164
	Iteration 61Q: 3 clusters Score -3.009547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 205013 members 
Entering Unmasked Estep 
Score: -30095468.000000 Penalty: 6068.618164
	Iteration 62Q: 3 clusters Score -3.009547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -30095466.000000 Penalty: 6068.618164
	Iteration 63Q: 3 clusters Score -3.009547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -30095456.000000 Penalty: 6068.618164
	Iteration 64Q: 3 clusters Score -3.009546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 205016 members 
Entering Unmasked Estep 
Score: -30095460.000000 Penalty: 6068.618164
	Iteration 65Q: 3 clusters Score -3.009546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -30095460.000000 Penalty: 6068.618164
	Iteration 66Q: 3 clusters Score -3.009546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 205019 members 
Entering Unmasked Estep 
Score: -30095460.000000 Penalty: 6068.618164
	Iteration 67Q: 3 clusters Score -3.009546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -30095468.000000 Penalty: 6068.618164
	Iteration 68Q: 3 clusters Score -3.009547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 205025 members 
Entering Unmasked Estep 
Score: -30095470.000000 Penalty: 6068.618164
	Iteration 69Q: 3 clusters Score -3.009547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 205026 members 
Entering Unmasked Estep 
Score: -30095464.000000 Penalty: 6068.618164
	Iteration 70Q: 3 clusters Score -3.009546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 205026 members 
Entering Unmasked Estep 
Score: -30095464.000000 Penalty: 6068.618164
	Iteration 71F: 3 clusters Score -3.009546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -591627.937500 Penalty: 2064.074219
	Iteration 0F: 2 clusters Score -591627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -587643.750000 Penalty: 4128.148438
	Iteration 0F: 3 clusters Score -587643.8 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -588465.062500 Penalty: 4128.148438
	Iteration 1F: 3 clusters Score -588465.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -588647.125000 Penalty: 4128.148438
	Iteration 2F: 3 clusters Score -588647.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -588757.687500 Penalty: 4128.148438
	Iteration 3Q: 3 clusters Score -588757.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -588829.937500 Penalty: 4128.148438
	Iteration 4Q: 3 clusters Score -588829.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -588892.500000 Penalty: 4128.148438
	Iteration 5Q: 3 clusters Score -588892.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -588941.375000 Penalty: 4128.148438
	Iteration 6Q: 3 clusters Score -588941.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -588975.250000 Penalty: 4128.148438
	Iteration 7Q: 3 clusters Score -588975.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -589002.875000 Penalty: 4128.148438
	Iteration 8Q: 3 clusters Score -589002.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -589027.875000 Penalty: 4128.148438
	Iteration 9Q: 3 clusters Score -589027.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -589046.125000 Penalty: 4128.148438
	Iteration 10Q: 3 clusters Score -589046.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -589061.625000 Penalty: 4128.148438
	Iteration 11Q: 3 clusters Score -589061.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -589075.187500 Penalty: 4128.148438
	Iteration 12Q: 3 clusters Score -589075.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -589084.500000 Penalty: 4128.148438
	Iteration 13Q: 3 clusters Score -589084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -589094.500000 Penalty: 4128.148438
	Iteration 14Q: 3 clusters Score -589094.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -589105.687500 Penalty: 4128.148438
	Iteration 15Q: 3 clusters Score -589105.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -589117.062500 Penalty: 4128.148438
	Iteration 16Q: 3 clusters Score -589117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -589123.062500 Penalty: 4128.148438
	Iteration 17Q: 3 clusters Score -589123.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -589133.062500 Penalty: 4128.148438
	Iteration 18Q: 3 clusters Score -589133.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -589140.625000 Penalty: 4128.148438
	Iteration 19Q: 3 clusters Score -589140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -589147.937500 Penalty: 4128.148438
	Iteration 20F: 3 clusters Score -589147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -589158.687500 Penalty: 4128.148438
	Iteration 21Q: 3 clusters Score -589158.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -589171.312500 Penalty: 4128.148438
	Iteration 22Q: 3 clusters Score -589171.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -589186.750000 Penalty: 4128.148438
	Iteration 23Q: 3 clusters Score -589186.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -589201.937500 Penalty: 4128.148438
	Iteration 24Q: 3 clusters Score -589201.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -589217.750000 Penalty: 4128.148438
	Iteration 25Q: 3 clusters Score -589217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -589227.625000 Penalty: 4128.148438
	Iteration 26Q: 3 clusters Score -589227.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -589234.500000 Penalty: 4128.148438
	Iteration 27Q: 3 clusters Score -589234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -589243.875000 Penalty: 4128.148438
	Iteration 28Q: 3 clusters Score -589243.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -589255.875000 Penalty: 4128.148438
	Iteration 29Q: 3 clusters Score -589255.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -589267.625000 Penalty: 4128.148438
	Iteration 30Q: 3 clusters Score -589267.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -589282.437500 Penalty: 4128.148438
	Iteration 31Q: 3 clusters Score -589282.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -589295.312500 Penalty: 4128.148438
	Iteration 32Q: 3 clusters Score -589295.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -589307.000000 Penalty: 4128.148438
	Iteration 33Q: 3 clusters Score -589307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -589320.562500 Penalty: 4128.148438
	Iteration 34Q: 3 clusters Score -589320.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -589339.375000 Penalty: 4128.148438
	Iteration 35Q: 3 clusters Score -589339.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -589356.562500 Penalty: 4128.148438
	Iteration 36Q: 3 clusters Score -589356.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -589377.437500 Penalty: 4128.148438
	Iteration 37Q: 3 clusters Score -589377.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -589393.875000 Penalty: 4128.148438
	Iteration 38Q: 3 clusters Score -589393.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -589413.437500 Penalty: 4128.148438
	Iteration 39Q: 3 clusters Score -589413.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -589427.250000 Penalty: 4128.148438
	Iteration 40F: 3 clusters Score -589427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -589443.937500 Penalty: 4128.148438
	Iteration 41Q: 3 clusters Score -589443.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -589466.125000 Penalty: 4128.148438
	Iteration 42Q: 3 clusters Score -589466.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -589487.750000 Penalty: 4128.148438
	Iteration 43Q: 3 clusters Score -589487.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -589508.437500 Penalty: 4128.148438
	Iteration 44Q: 3 clusters Score -589508.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -589526.687500 Penalty: 4128.148438
	Iteration 45Q: 3 clusters Score -589526.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -589545.125000 Penalty: 4128.148438
	Iteration 46Q: 3 clusters Score -589545.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -589561.250000 Penalty: 4128.148438
	Iteration 47Q: 3 clusters Score -589561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -589578.625000 Penalty: 4128.148438
	Iteration 48Q: 3 clusters Score -589578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -589587.750000 Penalty: 4128.148438
	Iteration 49Q: 3 clusters Score -589587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -589601.125000 Penalty: 4128.148438
	Iteration 50Q: 3 clusters Score -589601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -589611.875000 Penalty: 4128.148438
	Iteration 51Q: 3 clusters Score -589611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -589618.812500 Penalty: 4128.148438
	Iteration 52Q: 3 clusters Score -589618.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -589628.187500 Penalty: 4128.148438
	Iteration 53Q: 3 clusters Score -589628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -589639.187500 Penalty: 4128.148438
	Iteration 54Q: 3 clusters Score -589639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -589653.812500 Penalty: 4128.148438
	Iteration 55Q: 3 clusters Score -589653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -589666.125000 Penalty: 4128.148438
	Iteration 56Q: 3 clusters Score -589666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -589672.312500 Penalty: 4128.148438
	Iteration 57Q: 3 clusters Score -589672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -589679.750000 Penalty: 4128.148438
	Iteration 58Q: 3 clusters Score -589679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -589685.312500 Penalty: 4128.148438
	Iteration 59Q: 3 clusters Score -589685.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -589689.812500 Penalty: 4128.148438
	Iteration 60F: 3 clusters Score -589689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -589693.125000 Penalty: 4128.148438
	Iteration 61Q: 3 clusters Score -589693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -589699.437500 Penalty: 4128.148438
	Iteration 62Q: 3 clusters Score -589699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -589706.375000 Penalty: 4128.148438
	Iteration 63Q: 3 clusters Score -589706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -589713.250000 Penalty: 4128.148438
	Iteration 64Q: 3 clusters Score -589713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -589720.750000 Penalty: 4128.148438
	Iteration 65Q: 3 clusters Score -589720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -589726.562500 Penalty: 4128.148438
	Iteration 66Q: 3 clusters Score -589726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -589733.750000 Penalty: 4128.148438
	Iteration 67Q: 3 clusters Score -589733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -589742.562500 Penalty: 4128.148438
	Iteration 68Q: 3 clusters Score -589742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -589749.125000 Penalty: 4128.148438
	Iteration 69Q: 3 clusters Score -589749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -589753.062500 Penalty: 4128.148438
	Iteration 70Q: 3 clusters Score -589753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -589756.250000 Penalty: 4128.148438
	Iteration 71Q: 3 clusters Score -589756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -589757.750000 Penalty: 4128.148438
	Iteration 72Q: 3 clusters Score -589757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -589761.062500 Penalty: 4128.148438
	Iteration 73Q: 3 clusters Score -589761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -589763.500000 Penalty: 4128.148438
	Iteration 74Q: 3 clusters Score -589763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -589767.937500 Penalty: 4128.148438
	Iteration 75Q: 3 clusters Score -589767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -589770.125000 Penalty: 4128.148438
	Iteration 76Q: 3 clusters Score -589770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -589772.250000 Penalty: 4128.148438
	Iteration 77Q: 3 clusters Score -589772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -589775.437500 Penalty: 4128.148438
	Iteration 78Q: 3 clusters Score -589775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -589780.125000 Penalty: 4128.148438
	Iteration 79Q: 3 clusters Score -589780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -589783.812500 Penalty: 4128.148438
	Iteration 80F: 3 clusters Score -589783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -589786.312500 Penalty: 4128.148438
	Iteration 81Q: 3 clusters Score -589786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -589786.000000 Penalty: 4128.148438
	Iteration 82Q: 3 clusters Score -589786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -589786.000000 Penalty: 4128.148438
	Iteration 83F: 3 clusters Score -589786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -135727.015625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -135727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133837.734375 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -133837.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134355.093750 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -134355.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134737.968750 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -134738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135115.390625 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -135115.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135550.953125 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -135551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135791.078125 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -135791.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135969.390625 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -135969.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136054.234375 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -136054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136089.890625 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -136089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136098.500000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -136098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136101.000000 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -136101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136103.484375 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -136103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136104.625000 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -136104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136106.046875 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -136106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136107.812500 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -136107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136112.375000 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -136112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136112.375000 Penalty: 3444.745361
	Iteration 16F: 3 clusters Score -136112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28538 members 
Mstep: Class 6 contains 30822 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105533 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168124 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205894 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 534 members 
Entering Unmasked Estep 
Score: -128947824.000000 Penalty: 98646.656250
Splitting cluster 26 changes total score from -128948920.000000 to -128947824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -1624729.125000 Penalty: 2337.392090
	Iteration 0F: 2 clusters Score -1624729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1615557.750000 Penalty: 4674.784180
	Iteration 0F: 3 clusters Score -1615558 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1618448.875000 Penalty: 4674.784180
	Iteration 1F: 3 clusters Score -1618449 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1618865.250000 Penalty: 4674.784180
	Iteration 2F: 3 clusters Score -1618865 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1619203.875000 Penalty: 4674.784180
	Iteration 3F: 3 clusters Score -1619204 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1619597.750000 Penalty: 4674.784180
	Iteration 4Q: 3 clusters Score -1619598 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1620013.250000 Penalty: 4674.784180
	Iteration 5Q: 3 clusters Score -1620013 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1620411.000000 Penalty: 4674.784180
	Iteration 6Q: 3 clusters Score -1620411 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1620782.125000 Penalty: 4674.784180
	Iteration 7F: 3 clusters Score -1620782 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1621092.000000 Penalty: 4674.784180
	Iteration 8Q: 3 clusters Score -1621092 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1621356.250000 Penalty: 4674.784180
	Iteration 9Q: 3 clusters Score -1621356 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1621585.000000 Penalty: 4674.784180
	Iteration 10Q: 3 clusters Score -1621585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1621787.000000 Penalty: 4674.784180
	Iteration 11Q: 3 clusters Score -1621787 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1621959.250000 Penalty: 4674.784180
	Iteration 12Q: 3 clusters Score -1621959 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1622107.625000 Penalty: 4674.784180
	Iteration 13Q: 3 clusters Score -1622108 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1622254.000000 Penalty: 4674.784180
	Iteration 14Q: 3 clusters Score -1622254 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1622353.625000 Penalty: 4674.784180
	Iteration 15Q: 3 clusters Score -1622354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1622436.375000 Penalty: 4674.784180
	Iteration 16Q: 3 clusters Score -1622436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1622528.375000 Penalty: 4674.784180
	Iteration 17Q: 3 clusters Score -1622528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1622627.500000 Penalty: 4674.784180
	Iteration 18Q: 3 clusters Score -1622628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1622693.500000 Penalty: 4674.784180
	Iteration 19Q: 3 clusters Score -1622694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1622740.875000 Penalty: 4674.784180
	Iteration 20F: 3 clusters Score -1622741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1622778.500000 Penalty: 4674.784180
	Iteration 21Q: 3 clusters Score -1622778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1622815.500000 Penalty: 4674.784180
	Iteration 22Q: 3 clusters Score -1622816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1622839.375000 Penalty: 4674.784180
	Iteration 23Q: 3 clusters Score -1622839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1622862.000000 Penalty: 4674.784180
	Iteration 24Q: 3 clusters Score -1622862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1622884.750000 Penalty: 4674.784180
	Iteration 25Q: 3 clusters Score -1622885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1622902.375000 Penalty: 4674.784180
	Iteration 26Q: 3 clusters Score -1622902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1622920.125000 Penalty: 4674.784180
	Iteration 27Q: 3 clusters Score -1622920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1622929.750000 Penalty: 4674.784180
	Iteration 28Q: 3 clusters Score -1622930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1622941.875000 Penalty: 4674.784180
	Iteration 29Q: 3 clusters Score -1622942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1622943.125000 Penalty: 4674.784180
	Iteration 30Q: 3 clusters Score -1622943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1622949.375000 Penalty: 4674.784180
	Iteration 31Q: 3 clusters Score -1622949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1622958.250000 Penalty: 4674.784180
	Iteration 32Q: 3 clusters Score -1622958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1622961.250000 Penalty: 4674.784180
	Iteration 33Q: 3 clusters Score -1622961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1622965.875000 Penalty: 4674.784180
	Iteration 34Q: 3 clusters Score -1622966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1622963.625000 Penalty: 4674.784180
	Iteration 35Q: 3 clusters Score -1622964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1622966.500000 Penalty: 4674.784180
	Iteration 36Q: 3 clusters Score -1622966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1622968.000000 Penalty: 4674.784180
	Iteration 37Q: 3 clusters Score -1622968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1622970.375000 Penalty: 4674.784180
	Iteration 38Q: 3 clusters Score -1622970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1622971.250000 Penalty: 4674.784180
	Iteration 39Q: 3 clusters Score -1622971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1622974.375000 Penalty: 4674.784180
	Iteration 40F: 3 clusters Score -1622974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1622975.125000 Penalty: 4674.784180
	Iteration 41Q: 3 clusters Score -1622975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1622974.750000 Penalty: 4674.784180
	Iteration 42Q: 3 clusters Score -1622975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1622977.250000 Penalty: 4674.784180
	Iteration 43Q: 3 clusters Score -1622977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1622977.000000 Penalty: 4674.784180
	Iteration 44Q: 3 clusters Score -1622977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1622978.125000 Penalty: 4674.784180
	Iteration 45Q: 3 clusters Score -1622978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1622978.125000 Penalty: 4674.784180
	Iteration 46F: 3 clusters Score -1622978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33777.214844 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33777.21 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 155 members 
Entering Unmasked Estep 
Score: -32546.107422 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32546.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32771.175781 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32771.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32867.878906 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32867.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32914.363281 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -32914.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32956.230469 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -32956.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33022.507812 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33022.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33039.828125 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33039.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33039.828125 Penalty: 2829.076172
	Iteration 7F: 3 clusters Score -33039.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28538 members 
Mstep: Class 6 contains 30822 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105533 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168124 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205894 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949144.000000 Penalty: 95245.046875
Iteration 119Q: 29 clusters Score -1.289491e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 30820 members 
Mstep: Class 7 contains 40427 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105546 members 
Mstep: Class 12 contains 39747 members 
Mstep: Class 13 contains 10869 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15256 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25435 members 
Mstep: Class 18 contains 50954 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 168023 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205886 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949152.000000 Penalty: 95245.046875
Iteration 120F: 29 clusters Score -1.289492e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 30819 members 
Mstep: Class 7 contains 40435 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105553 members 
Mstep: Class 12 contains 39756 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15256 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25440 members 
Mstep: Class 18 contains 51007 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167928 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205895 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949184.000000 Penalty: 95245.046875
Iteration 121Q: 29 clusters Score -1.289492e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 30817 members 
Mstep: Class 7 contains 40442 members 
Mstep: Class 8 contains 29454 members 
Mstep: Class 9 contains 44092 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105557 members 
Mstep: Class 12 contains 39762 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15259 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25446 members 
Mstep: Class 18 contains 51052 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167856 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205894 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949240.000000 Penalty: 95245.046875
Iteration 122Q: 29 clusters Score -1.289492e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 28567 members 
Mstep: Class 6 contains 30817 members 
Mstep: Class 7 contains 40444 members 
Mstep: Class 8 contains 29454 members 
Mstep: Class 9 contains 44091 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105564 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15260 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 51098 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167790 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205893 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949296.000000 Penalty: 95245.046875
Iteration 123Q: 29 clusters Score -1.289493e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7159 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40445 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 9 contains 44086 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105571 members 
Mstep: Class 12 contains 39766 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15262 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 51150 members 
Mstep: Class 19 contains 7656 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167729 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205879 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949344.000000 Penalty: 95245.046875
Iteration 124Q: 29 clusters Score -1.289493e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7156 members 
Mstep: Class 5 contains 28589 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40446 members 
Mstep: Class 8 contains 29460 members 
Mstep: Class 9 contains 44082 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105579 members 
Mstep: Class 12 contains 39768 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15262 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 51202 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167658 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205867 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949408.000000 Penalty: 95245.046875
Iteration 125Q: 29 clusters Score -1.289494e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28607 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40450 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 44081 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105593 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15262 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 18 contains 51257 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167569 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205850 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949352.000000 Penalty: 95245.046875
Iteration 126Q: 29 clusters Score -1.289494e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28616 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40450 members 
Mstep: Class 8 contains 29460 members 
Mstep: Class 9 contains 44081 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105598 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15264 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 51311 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167481 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205852 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949256.000000 Penalty: 95245.046875
Iteration 127Q: 29 clusters Score -1.289493e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28626 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40455 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 44085 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105594 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15265 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 51358 members 
Mstep: Class 19 contains 7675 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167407 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205853 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949392.000000 Penalty: 95245.046875
Iteration 128Q: 29 clusters Score -1.289494e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28635 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40453 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 44092 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105598 members 
Mstep: Class 12 contains 39780 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15266 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25462 members 
Mstep: Class 18 contains 51393 members 
Mstep: Class 19 contains 7681 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167347 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205835 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949440.000000 Penalty: 95245.046875
Iteration 129Q: 29 clusters Score -1.289494e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28646 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40453 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 44095 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105606 members 
Mstep: Class 12 contains 39784 members 
Mstep: Class 13 contains 10880 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15267 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 18 contains 51437 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167276 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205826 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949400.000000 Penalty: 95245.046875
Iteration 130Q: 29 clusters Score -1.289494e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28658 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40452 members 
Mstep: Class 8 contains 29477 members 
Mstep: Class 9 contains 44098 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105617 members 
Mstep: Class 12 contains 39788 members 
Mstep: Class 13 contains 10881 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15269 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 51484 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167194 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205824 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949432.000000 Penalty: 95245.046875
Iteration 131Q: 29 clusters Score -1.289494e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28667 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40449 members 
Mstep: Class 8 contains 29477 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105629 members 
Mstep: Class 12 contains 39789 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15270 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 51522 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167134 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205814 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949352.000000 Penalty: 95245.046875
Iteration 132Q: 29 clusters Score -1.289494e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28677 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40447 members 
Mstep: Class 8 contains 29475 members 
Mstep: Class 9 contains 44102 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105639 members 
Mstep: Class 12 contains 39793 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 51550 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167068 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205820 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949376.000000 Penalty: 95245.046875
Iteration 133Q: 29 clusters Score -1.289494e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28687 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40444 members 
Mstep: Class 8 contains 29475 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105644 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 51586 members 
Mstep: Class 19 contains 7699 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 167012 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205825 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949544.000000 Penalty: 95245.046875
Iteration 134Q: 29 clusters Score -1.289495e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28697 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40441 members 
Mstep: Class 8 contains 29473 members 
Mstep: Class 9 contains 44102 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105648 members 
Mstep: Class 12 contains 39794 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25467 members 
Mstep: Class 18 contains 51616 members 
Mstep: Class 19 contains 7703 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166961 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205826 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949480.000000 Penalty: 95245.046875
Iteration 135Q: 29 clusters Score -1.289495e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28705 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40440 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105654 members 
Mstep: Class 12 contains 39795 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 18 contains 51635 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166918 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205830 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949336.000000 Penalty: 95245.046875
Iteration 136Q: 29 clusters Score -1.289493e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28710 members 
Mstep: Class 6 contains 30816 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 29472 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105665 members 
Mstep: Class 12 contains 39798 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15276 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 51661 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166882 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205819 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12397 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949376.000000 Penalty: 95245.046875
Iteration 137Q: 29 clusters Score -1.289494e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28716 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105669 members 
Mstep: Class 12 contains 39798 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 51678 members 
Mstep: Class 19 contains 7718 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166854 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 205813 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12400 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949328.000000 Penalty: 95245.046875
Iteration 138Q: 29 clusters Score -1.289493e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28724 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105671 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15276 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 51703 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166818 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 205811 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12399 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949344.000000 Penalty: 95245.046875
Iteration 139Q: 29 clusters Score -1.289493e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28730 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40431 members 
Mstep: Class 8 contains 29477 members 
Mstep: Class 9 contains 44102 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105669 members 
Mstep: Class 12 contains 39794 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 51731 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166780 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 205821 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12400 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949360.000000 Penalty: 95245.046875
Iteration 140F: 29 clusters Score -1.289494e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28738 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40434 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105668 members 
Mstep: Class 12 contains 39795 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15272 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 51756 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166737 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 205823 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12400 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949312.000000 Penalty: 95245.046875
Iteration 141Q: 29 clusters Score -1.289493e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28748 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 40438 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105672 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 51769 members 
Mstep: Class 19 contains 7736 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166709 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205817 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12400 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949368.000000 Penalty: 95245.046875
Iteration 142Q: 29 clusters Score -1.289494e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28753 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 29469 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105667 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 51780 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205821 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12401 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949504.000000 Penalty: 95245.046875
Iteration 143Q: 29 clusters Score -1.289495e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28758 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40439 members 
Mstep: Class 8 contains 29472 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105677 members 
Mstep: Class 12 contains 39794 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25458 members 
Mstep: Class 18 contains 51787 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166655 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205823 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12402 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949552.000000 Penalty: 95245.046875
Iteration 144Q: 29 clusters Score -1.289496e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28768 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40439 members 
Mstep: Class 8 contains 29471 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105686 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25458 members 
Mstep: Class 18 contains 51797 members 
Mstep: Class 19 contains 7745 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166614 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205830 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12402 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949512.000000 Penalty: 95245.046875
Iteration 145Q: 29 clusters Score -1.289495e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28773 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 40441 members 
Mstep: Class 8 contains 29473 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105698 members 
Mstep: Class 12 contains 39791 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25458 members 
Mstep: Class 18 contains 51802 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166592 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205825 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12402 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949488.000000 Penalty: 95245.046875
Iteration 146Q: 29 clusters Score -1.289495e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28776 members 
Mstep: Class 6 contains 30808 members 
Mstep: Class 7 contains 40441 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 44110 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105709 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 51808 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166562 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205822 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12402 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949432.000000 Penalty: 95245.046875
Iteration 147Q: 29 clusters Score -1.289494e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28781 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 40442 members 
Mstep: Class 8 contains 29469 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105716 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 51818 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166538 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205811 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949392.000000 Penalty: 95245.046875
Iteration 148Q: 29 clusters Score -1.289494e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28788 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40444 members 
Mstep: Class 8 contains 29468 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105717 members 
Mstep: Class 12 contains 39791 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25463 members 
Mstep: Class 18 contains 51830 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166508 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205808 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949456.000000 Penalty: 95245.046875
Iteration 149Q: 29 clusters Score -1.289495e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40445 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 44115 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105722 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25463 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166480 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205808 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949432.000000 Penalty: 95245.046875
Iteration 150Q: 29 clusters Score -1.289494e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28801 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40447 members 
Mstep: Class 8 contains 29466 members 
Mstep: Class 9 contains 44117 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105729 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 18 contains 51852 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166442 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205815 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949392.000000 Penalty: 95245.046875
Iteration 151Q: 29 clusters Score -1.289494e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28807 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40447 members 
Mstep: Class 8 contains 29464 members 
Mstep: Class 9 contains 44120 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105731 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25467 members 
Mstep: Class 18 contains 51864 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166400 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205824 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949512.000000 Penalty: 95245.046875
Iteration 152Q: 29 clusters Score -1.289495e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28815 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 40449 members 
Mstep: Class 8 contains 29466 members 
Mstep: Class 9 contains 44121 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105734 members 
Mstep: Class 12 contains 39791 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25470 members 
Mstep: Class 18 contains 51879 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166367 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205819 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949512.000000 Penalty: 95245.046875
Iteration 153Q: 29 clusters Score -1.289495e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28824 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 40449 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 44120 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105734 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25472 members 
Mstep: Class 18 contains 51893 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166338 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205818 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12405 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949464.000000 Penalty: 95245.046875
Iteration 154Q: 29 clusters Score -1.289495e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28830 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 40454 members 
Mstep: Class 8 contains 29465 members 
Mstep: Class 9 contains 44118 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105736 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 19 contains 7810 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166307 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205814 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12405 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949480.000000 Penalty: 95245.046875
Iteration 155Q: 29 clusters Score -1.289495e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28836 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 40453 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 44120 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105738 members 
Mstep: Class 12 contains 39793 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51927 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166298 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205795 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12406 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949456.000000 Penalty: 95245.046875
Iteration 156Q: 29 clusters Score -1.289495e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28842 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 40452 members 
Mstep: Class 8 contains 29460 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105731 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51941 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166295 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205786 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12406 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949376.000000 Penalty: 95245.046875
Iteration 157Q: 29 clusters Score -1.289494e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28847 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 40452 members 
Mstep: Class 8 contains 29459 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105733 members 
Mstep: Class 12 contains 39787 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51951 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166284 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205782 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12406 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949432.000000 Penalty: 95245.046875
Iteration 158Q: 29 clusters Score -1.289494e+08 nChanged 64
Entering ConstructFrom: 
Score: -128949432.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -3200942.250000 Penalty: 2485.539551
	Iteration 0F: 2 clusters Score -3200942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3185177.000000 Penalty: 4971.079102
	Iteration 0F: 3 clusters Score -3185177 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3190707.500000 Penalty: 4971.079102
	Iteration 1F: 3 clusters Score -3190708 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3191128.250000 Penalty: 4971.079102
	Iteration 2F: 3 clusters Score -3191128 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3191493.500000 Penalty: 4971.079102
	Iteration 3Q: 3 clusters Score -3191494 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3191772.750000 Penalty: 4971.079102
	Iteration 4Q: 3 clusters Score -3191773 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3192020.000000 Penalty: 4971.079102
	Iteration 5Q: 3 clusters Score -3192020 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3192279.500000 Penalty: 4971.079102
	Iteration 6Q: 3 clusters Score -3192280 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3192511.750000 Penalty: 4971.079102
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3192799 nChanged 759
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Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3193357 nChanged 855
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Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3193735 nChanged 856
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Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3194109 nChanged 854
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Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3194927 nChanged 828
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Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3195346 nChanged 766
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Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3195788 nChanged 749
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Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3196295 nChanged 728
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Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3196820 nChanged 647
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3197590 nChanged 407
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3197906 nChanged 265
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3198005 nChanged 218
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3198080 nChanged 221
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Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3198288 nChanged 163
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Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3198349 nChanged 158
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Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3198411 nChanged 141
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Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3198436 nChanged 134
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3198550 nChanged 106
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Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3198600 nChanged 72
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Mstep: Class 1 contains 3432 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3198613 nChanged 52
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3198632 nChanged 55
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Mstep: Class 1 contains 3333 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3198643 nChanged 47
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Mstep: Class 1 contains 3292 members 
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	Iteration 39Q: 3 clusters Score -3198654 nChanged 49
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Mstep: Class 1 contains 3245 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3198660 nChanged 47
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Mstep: Class 1 contains 3200 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3198687 nChanged 53
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Mstep: Class 1 contains 3094 members 
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Mstep: Class 1 contains 3030 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3008 members 
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Mstep: Class 1 contains 2976 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3198725 nChanged 32
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Mstep: Class 1 contains 2946 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3198735 nChanged 37
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Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3198747.500000 Penalty: 4971.079102
	Iteration 49Q: 3 clusters Score -3198748 nChanged 23
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3198755 nChanged 28
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Mstep: Class 1 contains 2860 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3198764 nChanged 20
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Mstep: Class 1 contains 2840 members 
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	Iteration 52Q: 3 clusters Score -3198767 nChanged 25
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Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3198777 nChanged 30
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Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3198777 nChanged 29
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3198782 nChanged 25
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	Iteration 56Q: 3 clusters Score -3198787 nChanged 24
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	Iteration 57Q: 3 clusters Score -3198788 nChanged 19
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	Iteration 58Q: 3 clusters Score -3198792 nChanged 20
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	Iteration 59Q: 3 clusters Score -3198788 nChanged 15
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	Iteration 60F: 3 clusters Score -3198790 nChanged 12
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	Iteration 61Q: 3 clusters Score -3198794 nChanged 14
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	Iteration 62Q: 3 clusters Score -3198794 nChanged 23
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	Iteration 63Q: 3 clusters Score -3198807 nChanged 24
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	Iteration 64Q: 3 clusters Score -3198815 nChanged 20
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	Iteration 65Q: 3 clusters Score -3198822 nChanged 26
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	Iteration 66Q: 3 clusters Score -3198824 nChanged 31
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	Iteration 67Q: 3 clusters Score -3198827 nChanged 35
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	Iteration 68Q: 3 clusters Score -3198843 nChanged 41
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	Iteration 69Q: 3 clusters Score -3198846 nChanged 29
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	Iteration 70Q: 3 clusters Score -3198860 nChanged 43
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	Iteration 71Q: 3 clusters Score -3198864 nChanged 47
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	Iteration 72Q: 3 clusters Score -3198884 nChanged 50
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	Iteration 73Q: 3 clusters Score -3198894 nChanged 29
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3198902 nChanged 29
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3198912 nChanged 38
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	Iteration 76Q: 3 clusters Score -3198914 nChanged 31
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	Iteration 77Q: 3 clusters Score -3198927 nChanged 23
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	Iteration 78Q: 3 clusters Score -3198936 nChanged 20
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	Iteration 79Q: 3 clusters Score -3198936 nChanged 17
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Entering Unmasked Estep 
Score: -3198942.500000 Penalty: 4971.079102
	Iteration 80F: 3 clusters Score -3198942 nChanged 15
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3198946 nChanged 17
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	Iteration 82Q: 3 clusters Score -3198947 nChanged 13
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	Iteration 83Q: 3 clusters Score -3198945 nChanged 13
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	Iteration 84Q: 3 clusters Score -3198953 nChanged 9
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3198953 nChanged 10
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3198957 nChanged 8
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	Iteration 87Q: 3 clusters Score -3198953 nChanged 13
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3198955 nChanged 11
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3198966 nChanged 8
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3198967 nChanged 13
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	Iteration 91Q: 3 clusters Score -3198973 nChanged 9
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3198972 nChanged 11
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3198980 nChanged 11
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	Iteration 94Q: 3 clusters Score -3198980 nChanged 12
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	Iteration 95Q: 3 clusters Score -3198979 nChanged 8
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	Iteration 96Q: 3 clusters Score -3198981 nChanged 9
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3198982 nChanged 9
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3198989 nChanged 7
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Entering Unmasked Estep 
Score: -3198991.250000 Penalty: 4971.079102
	Iteration 99Q: 3 clusters Score -3198991 nChanged 1
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3198987 nChanged 1
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Entering Unmasked Estep 
Score: -3198988.500000 Penalty: 4971.079102
	Iteration 101Q: 3 clusters Score -3198988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3198988.500000 Penalty: 4971.079102
	Iteration 102F: 3 clusters Score -3198988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Entering Unmasked Estep 
Score: -5698290.500000 Penalty: 2626.703613
	Iteration 0F: 2 clusters Score -5698290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5671385.500000 Penalty: 5253.407227
	Iteration 0F: 3 clusters Score -5671386 nChanged 18304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5681634.000000 Penalty: 5253.407227
	Iteration 1F: 3 clusters Score -5681634 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5682531.000000 Penalty: 5253.407227
	Iteration 2Q: 3 clusters Score -5682531 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5683710.000000 Penalty: 5253.407227
	Iteration 3F: 3 clusters Score -5683710 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5685279.500000 Penalty: 5253.407227
	Iteration 4F: 3 clusters Score -5685280 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5686925.500000 Penalty: 5253.407227
	Iteration 5F: 3 clusters Score -5686926 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5688483.000000 Penalty: 5253.407227
	Iteration 6F: 3 clusters Score -5688483 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -5689954.000000 Penalty: 5253.407227
	Iteration 7F: 3 clusters Score -5689954 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5691423.500000 Penalty: 5253.407227
	Iteration 8F: 3 clusters Score -5691424 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5692752.500000 Penalty: 5253.407227
	Iteration 9Q: 3 clusters Score -5692752 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5693695.500000 Penalty: 5253.407227
	Iteration 10Q: 3 clusters Score -5693696 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5694376.000000 Penalty: 5253.407227
	Iteration 11Q: 3 clusters Score -5694376 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5694839.000000 Penalty: 5253.407227
	Iteration 12Q: 3 clusters Score -5694839 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5695163.000000 Penalty: 5253.407227
	Iteration 13Q: 3 clusters Score -5695163 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5695365.000000 Penalty: 5253.407227
	Iteration 14Q: 3 clusters Score -5695365 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5695515.500000 Penalty: 5253.407227
	Iteration 15Q: 3 clusters Score -5695516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5695664.000000 Penalty: 5253.407227
	Iteration 16Q: 3 clusters Score -5695664 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5695744.000000 Penalty: 5253.407227
	Iteration 17Q: 3 clusters Score -5695744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5695803.500000 Penalty: 5253.407227
	Iteration 18Q: 3 clusters Score -5695804 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5695861.500000 Penalty: 5253.407227
	Iteration 19Q: 3 clusters Score -5695862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -5695876.500000 Penalty: 5253.407227
	Iteration 20F: 3 clusters Score -5695876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5695933.000000 Penalty: 5253.407227
	Iteration 21Q: 3 clusters Score -5695933 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5695942.500000 Penalty: 5253.407227
	Iteration 22Q: 3 clusters Score -5695942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5695972.500000 Penalty: 5253.407227
	Iteration 23Q: 3 clusters Score -5695972 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5695961.000000 Penalty: 5253.407227
	Iteration 24Q: 3 clusters Score -5695961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5695949.500000 Penalty: 5253.407227
	Iteration 25Q: 3 clusters Score -5695950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5695944.000000 Penalty: 5253.407227
	Iteration 26Q: 3 clusters Score -5695944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5695962.500000 Penalty: 5253.407227
	Iteration 27Q: 3 clusters Score -5695962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5695958.000000 Penalty: 5253.407227
	Iteration 28Q: 3 clusters Score -5695958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5695958.000000 Penalty: 5253.407227
	Iteration 29Q: 3 clusters Score -5695958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5695961.500000 Penalty: 5253.407227
	Iteration 30Q: 3 clusters Score -5695962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5695952.500000 Penalty: 5253.407227
	Iteration 31Q: 3 clusters Score -5695952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5695961.500000 Penalty: 5253.407227
	Iteration 32Q: 3 clusters Score -5695962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5695965.500000 Penalty: 5253.407227
	Iteration 33Q: 3 clusters Score -5695966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5695977.500000 Penalty: 5253.407227
	Iteration 34Q: 3 clusters Score -5695978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5695982.000000 Penalty: 5253.407227
	Iteration 35Q: 3 clusters Score -5695982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5695991.000000 Penalty: 5253.407227
	Iteration 36Q: 3 clusters Score -5695991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5695990.000000 Penalty: 5253.407227
	Iteration 37Q: 3 clusters Score -5695990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5696009.000000 Penalty: 5253.407227
	Iteration 38Q: 3 clusters Score -5696009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -5696007.500000 Penalty: 5253.407227
	Iteration 39Q: 3 clusters Score -5696008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5695990.000000 Penalty: 5253.407227
	Iteration 40F: 3 clusters Score -5695990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5695993.000000 Penalty: 5253.407227
	Iteration 41Q: 3 clusters Score -5695993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5695987.500000 Penalty: 5253.407227
	Iteration 42Q: 3 clusters Score -5695988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5695996.000000 Penalty: 5253.407227
	Iteration 43Q: 3 clusters Score -5695996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5696002.000000 Penalty: 5253.407227
	Iteration 44Q: 3 clusters Score -5696002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5696000.500000 Penalty: 5253.407227
	Iteration 45Q: 3 clusters Score -5696000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5696005.500000 Penalty: 5253.407227
	Iteration 46Q: 3 clusters Score -5696006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5696006.000000 Penalty: 5253.407227
	Iteration 47Q: 3 clusters Score -5696006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5696007.000000 Penalty: 5253.407227
	Iteration 48Q: 3 clusters Score -5696007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5696009.500000 Penalty: 5253.407227
	Iteration 49Q: 3 clusters Score -5696010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5696015.000000 Penalty: 5253.407227
	Iteration 50Q: 3 clusters Score -5696015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5696012.000000 Penalty: 5253.407227
	Iteration 51Q: 3 clusters Score -5696012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5696007.500000 Penalty: 5253.407227
	Iteration 52Q: 3 clusters Score -5696008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5696009.500000 Penalty: 5253.407227
	Iteration 53Q: 3 clusters Score -5696010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5696011.500000 Penalty: 5253.407227
	Iteration 54Q: 3 clusters Score -5696012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5696014.000000 Penalty: 5253.407227
	Iteration 55Q: 3 clusters Score -5696014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5696014.000000 Penalty: 5253.407227
	Iteration 56Q: 3 clusters Score -5696014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5696013.500000 Penalty: 5253.407227
	Iteration 57Q: 3 clusters Score -5696014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5696013.500000 Penalty: 5253.407227
	Iteration 58Q: 3 clusters Score -5696014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5696013.500000 Penalty: 5253.407227
	Iteration 59Q: 3 clusters Score -5696014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5696018.000000 Penalty: 5253.407227
	Iteration 60F: 3 clusters Score -5696018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5696018.000000 Penalty: 5253.407227
	Iteration 61Q: 3 clusters Score -5696018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5696023.000000 Penalty: 5253.407227
	Iteration 62Q: 3 clusters Score -5696023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5696017.500000 Penalty: 5253.407227
	Iteration 63Q: 3 clusters Score -5696018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5696023.000000 Penalty: 5253.407227
	Iteration 64Q: 3 clusters Score -5696023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5696025.000000 Penalty: 5253.407227
	Iteration 65Q: 3 clusters Score -5696025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5696023.500000 Penalty: 5253.407227
	Iteration 66Q: 3 clusters Score -5696024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5696022.000000 Penalty: 5253.407227
	Iteration 67Q: 3 clusters Score -5696022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5696024.500000 Penalty: 5253.407227
	Iteration 68Q: 3 clusters Score -5696024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -5696023.000000 Penalty: 5253.407227
	Iteration 69Q: 3 clusters Score -5696023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5696018.500000 Penalty: 5253.407227
	Iteration 70Q: 3 clusters Score -5696018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5696022.000000 Penalty: 5253.407227
	Iteration 71Q: 3 clusters Score -5696022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5696025.000000 Penalty: 5253.407227
	Iteration 72Q: 3 clusters Score -5696025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5696017.500000 Penalty: 5253.407227
	Iteration 73Q: 3 clusters Score -5696018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5696028.000000 Penalty: 5253.407227
	Iteration 74Q: 3 clusters Score -5696028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5696030.500000 Penalty: 5253.407227
	Iteration 75Q: 3 clusters Score -5696030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5696030.500000 Penalty: 5253.407227
	Iteration 76F: 3 clusters Score -5696030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -371287.562500 Penalty: 1945.079834
	Iteration 0F: 2 clusters Score -371287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -368266.843750 Penalty: 3890.159668
	Iteration 0F: 3 clusters Score -368266.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -368877.812500 Penalty: 3890.159668
	Iteration 1F: 3 clusters Score -368877.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -369031.593750 Penalty: 3890.159668
	Iteration 2F: 3 clusters Score -369031.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -369103.437500 Penalty: 3890.159668
	Iteration 3Q: 3 clusters Score -369103.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -369151.218750 Penalty: 3890.159668
	Iteration 4Q: 3 clusters Score -369151.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -369184.093750 Penalty: 3890.159668
	Iteration 5Q: 3 clusters Score -369184.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -369215.218750 Penalty: 3890.159668
	Iteration 6Q: 3 clusters Score -369215.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -369244.875000 Penalty: 3890.159668
	Iteration 7Q: 3 clusters Score -369244.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -369276.031250 Penalty: 3890.159668
	Iteration 8Q: 3 clusters Score -369276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369296.218750 Penalty: 3890.159668
	Iteration 9Q: 3 clusters Score -369296.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369313.593750 Penalty: 3890.159668
	Iteration 10Q: 3 clusters Score -369313.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369320.718750 Penalty: 3890.159668
	Iteration 11Q: 3 clusters Score -369320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -369330.750000 Penalty: 3890.159668
	Iteration 12Q: 3 clusters Score -369330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369342.500000 Penalty: 3890.159668
	Iteration 13Q: 3 clusters Score -369342.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369355.812500 Penalty: 3890.159668
	Iteration 14Q: 3 clusters Score -369355.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -369363.281250 Penalty: 3890.159668
	Iteration 15Q: 3 clusters Score -369363.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369368.218750 Penalty: 3890.159668
	Iteration 16Q: 3 clusters Score -369368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -369372.875000 Penalty: 3890.159668
	Iteration 17Q: 3 clusters Score -369372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -369376.812500 Penalty: 3890.159668
	Iteration 18Q: 3 clusters Score -369376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -369379.250000 Penalty: 3890.159668
	Iteration 19Q: 3 clusters Score -369379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369383.062500 Penalty: 3890.159668
	Iteration 20F: 3 clusters Score -369383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369384.312500 Penalty: 3890.159668
	Iteration 21Q: 3 clusters Score -369384.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -369386.406250 Penalty: 3890.159668
	Iteration 22Q: 3 clusters Score -369386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369388.343750 Penalty: 3890.159668
	Iteration 23Q: 3 clusters Score -369388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -369390.250000 Penalty: 3890.159668
	Iteration 24Q: 3 clusters Score -369390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -369392.187500 Penalty: 3890.159668
	Iteration 25Q: 3 clusters Score -369392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -369393.687500 Penalty: 3890.159668
	Iteration 26Q: 3 clusters Score -369393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -369395.562500 Penalty: 3890.159668
	Iteration 27Q: 3 clusters Score -369395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -369396.156250 Penalty: 3890.159668
	Iteration 28Q: 3 clusters Score -369396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -369396.625000 Penalty: 3890.159668
	Iteration 29Q: 3 clusters Score -369396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369397.125000 Penalty: 3890.159668
	Iteration 30Q: 3 clusters Score -369397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -369397.187500 Penalty: 3890.159668
	Iteration 31Q: 3 clusters Score -369397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369397.718750 Penalty: 3890.159668
	Iteration 32Q: 3 clusters Score -369397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369397.718750 Penalty: 3890.159668
	Iteration 33F: 3 clusters Score -369397.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Entering Unmasked Estep 
Score: -964852.625000 Penalty: 2201.105957
	Iteration 0F: 2 clusters Score -964852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -958968.937500 Penalty: 4402.211914
	Iteration 0F: 3 clusters Score -958968.9 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -960632.875000 Penalty: 4402.211914
	Iteration 1F: 3 clusters Score -960632.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -961018.125000 Penalty: 4402.211914
	Iteration 2F: 3 clusters Score -961018.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -961324.250000 Penalty: 4402.211914
	Iteration 3F: 3 clusters Score -961324.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -961603.812500 Penalty: 4402.211914
	Iteration 4F: 3 clusters Score -961603.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -961915.187500 Penalty: 4402.211914
	Iteration 5F: 3 clusters Score -961915.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -962167.687500 Penalty: 4402.211914
	Iteration 6Q: 3 clusters Score -962167.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -962409.500000 Penalty: 4402.211914
	Iteration 7Q: 3 clusters Score -962409.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -962651.500000 Penalty: 4402.211914
	Iteration 8Q: 3 clusters Score -962651.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -962847.375000 Penalty: 4402.211914
	Iteration 9Q: 3 clusters Score -962847.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -963038.875000 Penalty: 4402.211914
	Iteration 10Q: 3 clusters Score -963038.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -963240.687500 Penalty: 4402.211914
	Iteration 11Q: 3 clusters Score -963240.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -963459.375000 Penalty: 4402.211914
	Iteration 12Q: 3 clusters Score -963459.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -963635.375000 Penalty: 4402.211914
	Iteration 13Q: 3 clusters Score -963635.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -963767.312500 Penalty: 4402.211914
	Iteration 14Q: 3 clusters Score -963767.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -963861.875000 Penalty: 4402.211914
	Iteration 15Q: 3 clusters Score -963861.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -963944.187500 Penalty: 4402.211914
	Iteration 16Q: 3 clusters Score -963944.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -963999.125000 Penalty: 4402.211914
	Iteration 17Q: 3 clusters Score -963999.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -964037.625000 Penalty: 4402.211914
	Iteration 18Q: 3 clusters Score -964037.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -964059.562500 Penalty: 4402.211914
	Iteration 19Q: 3 clusters Score -964059.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -964074.312500 Penalty: 4402.211914
	Iteration 20F: 3 clusters Score -964074.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -964086.812500 Penalty: 4402.211914
	Iteration 21Q: 3 clusters Score -964086.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -964098.312500 Penalty: 4402.211914
	Iteration 22Q: 3 clusters Score -964098.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -964107.375000 Penalty: 4402.211914
	Iteration 23Q: 3 clusters Score -964107.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -964116.562500 Penalty: 4402.211914
	Iteration 24Q: 3 clusters Score -964116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -964121.375000 Penalty: 4402.211914
	Iteration 25Q: 3 clusters Score -964121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -964124.937500 Penalty: 4402.211914
	Iteration 26Q: 3 clusters Score -964124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -964129.250000 Penalty: 4402.211914
	Iteration 27Q: 3 clusters Score -964129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -964134.937500 Penalty: 4402.211914
	Iteration 28Q: 3 clusters Score -964134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -964139.875000 Penalty: 4402.211914
	Iteration 29Q: 3 clusters Score -964139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -964144.375000 Penalty: 4402.211914
	Iteration 30Q: 3 clusters Score -964144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -964150.000000 Penalty: 4402.211914
	Iteration 31Q: 3 clusters Score -964150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -964153.562500 Penalty: 4402.211914
	Iteration 32Q: 3 clusters Score -964153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -964155.625000 Penalty: 4402.211914
	Iteration 33Q: 3 clusters Score -964155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -964155.000000 Penalty: 4402.211914
	Iteration 34Q: 3 clusters Score -964155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -964153.562500 Penalty: 4402.211914
	Iteration 35Q: 3 clusters Score -964153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -964153.625000 Penalty: 4402.211914
	Iteration 36Q: 3 clusters Score -964153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -964153.625000 Penalty: 4402.211914
	Iteration 37F: 3 clusters Score -964153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Entering Unmasked Estep 
Score: -4271053.500000 Penalty: 2546.943848
	Iteration 0F: 2 clusters Score -4271054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4251238.500000 Penalty: 5093.887695
	Iteration 0F: 3 clusters Score -4251238 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -4258308.000000 Penalty: 5093.887695
	Iteration 1F: 3 clusters Score -4258308 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4258766.000000 Penalty: 5093.887695
	Iteration 2Q: 3 clusters Score -4258766 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4259139.500000 Penalty: 5093.887695
	Iteration 3Q: 3 clusters Score -4259140 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4259506.500000 Penalty: 5093.887695
	Iteration 4Q: 3 clusters Score -4259506 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4259894.500000 Penalty: 5093.887695
	Iteration 5Q: 3 clusters Score -4259894 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4260293.000000 Penalty: 5093.887695
	Iteration 6Q: 3 clusters Score -4260293 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4260781.500000 Penalty: 5093.887695
	Iteration 7Q: 3 clusters Score -4260782 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4261386.500000 Penalty: 5093.887695
	Iteration 8Q: 3 clusters Score -4261386 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4262206.500000 Penalty: 5093.887695
	Iteration 9Q: 3 clusters Score -4262206 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -4263255.000000 Penalty: 5093.887695
	Iteration 10F: 3 clusters Score -4263255 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4264471.000000 Penalty: 5093.887695
	Iteration 11F: 3 clusters Score -4264471 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -4265816.500000 Penalty: 5093.887695
	Iteration 12F: 3 clusters Score -4265816 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4266904.000000 Penalty: 5093.887695
	Iteration 13Q: 3 clusters Score -4266904 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4267670.500000 Penalty: 5093.887695
	Iteration 14Q: 3 clusters Score -4267670 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4268109.500000 Penalty: 5093.887695
	Iteration 15Q: 3 clusters Score -4268110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4268369.000000 Penalty: 5093.887695
	Iteration 16Q: 3 clusters Score -4268369 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4268501.500000 Penalty: 5093.887695
	Iteration 17Q: 3 clusters Score -4268502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4268586.500000 Penalty: 5093.887695
	Iteration 18Q: 3 clusters Score -4268586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4268640.000000 Penalty: 5093.887695
	Iteration 19Q: 3 clusters Score -4268640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4268673.500000 Penalty: 5093.887695
	Iteration 20F: 3 clusters Score -4268674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4268700.500000 Penalty: 5093.887695
	Iteration 21Q: 3 clusters Score -4268700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4268714.500000 Penalty: 5093.887695
	Iteration 22Q: 3 clusters Score -4268714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4268730.500000 Penalty: 5093.887695
	Iteration 23Q: 3 clusters Score -4268730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4268737.000000 Penalty: 5093.887695
	Iteration 24Q: 3 clusters Score -4268737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4268750.000000 Penalty: 5093.887695
	Iteration 25Q: 3 clusters Score -4268750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4268755.000000 Penalty: 5093.887695
	Iteration 26Q: 3 clusters Score -4268755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4268763.500000 Penalty: 5093.887695
	Iteration 27Q: 3 clusters Score -4268764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4268765.000000 Penalty: 5093.887695
	Iteration 28Q: 3 clusters Score -4268765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4268775.500000 Penalty: 5093.887695
	Iteration 29Q: 3 clusters Score -4268776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4268776.000000 Penalty: 5093.887695
	Iteration 30Q: 3 clusters Score -4268776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4268780.000000 Penalty: 5093.887695
	Iteration 31Q: 3 clusters Score -4268780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4268782.000000 Penalty: 5093.887695
	Iteration 32Q: 3 clusters Score -4268782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4268780.000000 Penalty: 5093.887695
	Iteration 33Q: 3 clusters Score -4268780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4268786.500000 Penalty: 5093.887695
	Iteration 34Q: 3 clusters Score -4268786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4268785.500000 Penalty: 5093.887695
	Iteration 35Q: 3 clusters Score -4268786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4268785.500000 Penalty: 5093.887695
	Iteration 36F: 3 clusters Score -4268786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Entering Unmasked Estep 
Score: -4466594.500000 Penalty: 2563.243408
	Iteration 0F: 2 clusters Score -4466594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4445616.000000 Penalty: 5126.486816
	Iteration 0F: 3 clusters Score -4445616 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4452904.000000 Penalty: 5126.486816
	Iteration 1F: 3 clusters Score -4452904 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4453389.000000 Penalty: 5126.486816
	Iteration 2Q: 3 clusters Score -4453389 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4453869.500000 Penalty: 5126.486816
	Iteration 3Q: 3 clusters Score -4453870 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4454349.000000 Penalty: 5126.486816
	Iteration 4Q: 3 clusters Score -4454349 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4454918.000000 Penalty: 5126.486816
	Iteration 5Q: 3 clusters Score -4454918 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4455656.500000 Penalty: 5126.486816
	Iteration 6Q: 3 clusters Score -4455656 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4456560.500000 Penalty: 5126.486816
	Iteration 7F: 3 clusters Score -4456560 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4457525.500000 Penalty: 5126.486816
	Iteration 8F: 3 clusters Score -4457526 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4458374.500000 Penalty: 5126.486816
	Iteration 9Q: 3 clusters Score -4458374 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4459075.000000 Penalty: 5126.486816
	Iteration 10Q: 3 clusters Score -4459075 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4459640.500000 Penalty: 5126.486816
	Iteration 11Q: 3 clusters Score -4459640 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4460079.500000 Penalty: 5126.486816
	Iteration 12Q: 3 clusters Score -4460080 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4460468.000000 Penalty: 5126.486816
	Iteration 13Q: 3 clusters Score -4460468 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4460875.000000 Penalty: 5126.486816
	Iteration 14Q: 3 clusters Score -4460875 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4461224.500000 Penalty: 5126.486816
	Iteration 15Q: 3 clusters Score -4461224 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -4461607.000000 Penalty: 5126.486816
	Iteration 16Q: 3 clusters Score -4461607 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4461944.500000 Penalty: 5126.486816
	Iteration 17Q: 3 clusters Score -4461944 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4462311.500000 Penalty: 5126.486816
	Iteration 18Q: 3 clusters Score -4462312 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4462722.500000 Penalty: 5126.486816
	Iteration 19Q: 3 clusters Score -4462722 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4463104.000000 Penalty: 5126.486816
	Iteration 20F: 3 clusters Score -4463104 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4463444.500000 Penalty: 5126.486816
	Iteration 21Q: 3 clusters Score -4463444 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4463754.000000 Penalty: 5126.486816
	Iteration 22Q: 3 clusters Score -4463754 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4463950.000000 Penalty: 5126.486816
	Iteration 23Q: 3 clusters Score -4463950 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4464108.500000 Penalty: 5126.486816
	Iteration 24Q: 3 clusters Score -4464108 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4464218.500000 Penalty: 5126.486816
	Iteration 25Q: 3 clusters Score -4464218 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4464303.500000 Penalty: 5126.486816
	Iteration 26Q: 3 clusters Score -4464304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4464370.000000 Penalty: 5126.486816
	Iteration 27Q: 3 clusters Score -4464370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4464435.500000 Penalty: 5126.486816
	Iteration 28Q: 3 clusters Score -4464436 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4464493.000000 Penalty: 5126.486816
	Iteration 29Q: 3 clusters Score -4464493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4464507.000000 Penalty: 5126.486816
	Iteration 30Q: 3 clusters Score -4464507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4464531.000000 Penalty: 5126.486816
	Iteration 31Q: 3 clusters Score -4464531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4464544.000000 Penalty: 5126.486816
	Iteration 32Q: 3 clusters Score -4464544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4464564.500000 Penalty: 5126.486816
	Iteration 33Q: 3 clusters Score -4464564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4464565.500000 Penalty: 5126.486816
	Iteration 34Q: 3 clusters Score -4464566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4464579.000000 Penalty: 5126.486816
	Iteration 35Q: 3 clusters Score -4464579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4464591.000000 Penalty: 5126.486816
	Iteration 36Q: 3 clusters Score -4464591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4464607.500000 Penalty: 5126.486816
	Iteration 37Q: 3 clusters Score -4464608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4464615.000000 Penalty: 5126.486816
	Iteration 38Q: 3 clusters Score -4464615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4464614.000000 Penalty: 5126.486816
	Iteration 39Q: 3 clusters Score -4464614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4464617.500000 Penalty: 5126.486816
	Iteration 40F: 3 clusters Score -4464618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4464621.000000 Penalty: 5126.486816
	Iteration 41Q: 3 clusters Score -4464621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4464630.000000 Penalty: 5126.486816
	Iteration 42Q: 3 clusters Score -4464630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4464630.000000 Penalty: 5126.486816
	Iteration 43Q: 3 clusters Score -4464630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4464639.000000 Penalty: 5126.486816
	Iteration 44Q: 3 clusters Score -4464639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4464643.000000 Penalty: 5126.486816
	Iteration 45Q: 3 clusters Score -4464643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4464646.000000 Penalty: 5126.486816
	Iteration 46Q: 3 clusters Score -4464646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4464653.000000 Penalty: 5126.486816
	Iteration 47Q: 3 clusters Score -4464653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4464658.000000 Penalty: 5126.486816
	Iteration 48Q: 3 clusters Score -4464658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4464658.500000 Penalty: 5126.486816
	Iteration 49Q: 3 clusters Score -4464658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4464663.500000 Penalty: 5126.486816
	Iteration 50Q: 3 clusters Score -4464664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4464665.500000 Penalty: 5126.486816
	Iteration 51Q: 3 clusters Score -4464666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4464670.000000 Penalty: 5126.486816
	Iteration 52Q: 3 clusters Score -4464670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4464679.000000 Penalty: 5126.486816
	Iteration 53Q: 3 clusters Score -4464679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4464685.500000 Penalty: 5126.486816
	Iteration 54Q: 3 clusters Score -4464686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4464691.000000 Penalty: 5126.486816
	Iteration 55Q: 3 clusters Score -4464691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4464688.000000 Penalty: 5126.486816
	Iteration 56Q: 3 clusters Score -4464688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4464695.500000 Penalty: 5126.486816
	Iteration 57Q: 3 clusters Score -4464696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4464698.500000 Penalty: 5126.486816
	Iteration 58Q: 3 clusters Score -4464698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4464703.000000 Penalty: 5126.486816
	Iteration 59Q: 3 clusters Score -4464703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4464702.500000 Penalty: 5126.486816
	Iteration 60F: 3 clusters Score -4464702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4464705.500000 Penalty: 5126.486816
	Iteration 61Q: 3 clusters Score -4464706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4464709.000000 Penalty: 5126.486816
	Iteration 62Q: 3 clusters Score -4464709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4464715.500000 Penalty: 5126.486816
	Iteration 63Q: 3 clusters Score -4464716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4464723.500000 Penalty: 5126.486816
	Iteration 64Q: 3 clusters Score -4464724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4464721.000000 Penalty: 5126.486816
	Iteration 65Q: 3 clusters Score -4464721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4464727.500000 Penalty: 5126.486816
	Iteration 66Q: 3 clusters Score -4464728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4464729.000000 Penalty: 5126.486816
	Iteration 67Q: 3 clusters Score -4464729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4464735.000000 Penalty: 5126.486816
	Iteration 68Q: 3 clusters Score -4464735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4464734.000000 Penalty: 5126.486816
	Iteration 69Q: 3 clusters Score -4464734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4464726.500000 Penalty: 5126.486816
	Iteration 70Q: 3 clusters Score -4464726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4464732.500000 Penalty: 5126.486816
	Iteration 71Q: 3 clusters Score -4464732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4464733.500000 Penalty: 5126.486816
	Iteration 72Q: 3 clusters Score -4464734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4464735.000000 Penalty: 5126.486816
	Iteration 73Q: 3 clusters Score -4464735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4464738.000000 Penalty: 5126.486816
	Iteration 74Q: 3 clusters Score -4464738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4464735.500000 Penalty: 5126.486816
	Iteration 75Q: 3 clusters Score -4464736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4464733.000000 Penalty: 5126.486816
	Iteration 76Q: 3 clusters Score -4464733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4464731.500000 Penalty: 5126.486816
	Iteration 77Q: 3 clusters Score -4464732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4464734.000000 Penalty: 5126.486816
	Iteration 78Q: 3 clusters Score -4464734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4464737.500000 Penalty: 5126.486816
	Iteration 79Q: 3 clusters Score -4464738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4464741.000000 Penalty: 5126.486816
	Iteration 80F: 3 clusters Score -4464741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4464737.500000 Penalty: 5126.486816
	Iteration 81Q: 3 clusters Score -4464738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4464738.000000 Penalty: 5126.486816
	Iteration 82Q: 3 clusters Score -4464738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4464745.000000 Penalty: 5126.486816
	Iteration 83Q: 3 clusters Score -4464745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4464746.500000 Penalty: 5126.486816
	Iteration 84Q: 3 clusters Score -4464746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4464754.000000 Penalty: 5126.486816
	Iteration 85Q: 3 clusters Score -4464754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4464758.000000 Penalty: 5126.486816
	Iteration 86Q: 3 clusters Score -4464758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4464754.500000 Penalty: 5126.486816
	Iteration 87Q: 3 clusters Score -4464754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4464759.500000 Penalty: 5126.486816
	Iteration 88Q: 3 clusters Score -4464760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4464758.000000 Penalty: 5126.486816
	Iteration 89Q: 3 clusters Score -4464758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4464757.500000 Penalty: 5126.486816
	Iteration 90Q: 3 clusters Score -4464758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4464761.500000 Penalty: 5126.486816
	Iteration 91Q: 3 clusters Score -4464762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4464762.000000 Penalty: 5126.486816
	Iteration 92Q: 3 clusters Score -4464762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4464765.500000 Penalty: 5126.486816
	Iteration 93Q: 3 clusters Score -4464766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4464765.500000 Penalty: 5126.486816
	Iteration 94Q: 3 clusters Score -4464766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4464770.500000 Penalty: 5126.486816
	Iteration 95Q: 3 clusters Score -4464770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4464772.000000 Penalty: 5126.486816
	Iteration 96Q: 3 clusters Score -4464772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4464771.000000 Penalty: 5126.486816
	Iteration 97Q: 3 clusters Score -4464771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4464771.000000 Penalty: 5126.486816
	Iteration 98Q: 3 clusters Score -4464771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4464770.500000 Penalty: 5126.486816
	Iteration 99Q: 3 clusters Score -4464770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4464770.500000 Penalty: 5126.486816
	Iteration 100F: 3 clusters Score -4464770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Entering Unmasked Estep 
Score: -5618551.500000 Penalty: 2630.697021
	Iteration 0F: 2 clusters Score -5618552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5591169.000000 Penalty: 5261.394043
	Iteration 0F: 3 clusters Score -5591169 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5601498.500000 Penalty: 5261.394043
	Iteration 1F: 3 clusters Score -5601498 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5602461.500000 Penalty: 5261.394043
	Iteration 2Q: 3 clusters Score -5602462 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -5603565.500000 Penalty: 5261.394043
	Iteration 3F: 3 clusters Score -5603566 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5604714.500000 Penalty: 5261.394043
	Iteration 4F: 3 clusters Score -5604714 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5605765.500000 Penalty: 5261.394043
	Iteration 5F: 3 clusters Score -5605766 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5606759.000000 Penalty: 5261.394043
	Iteration 6F: 3 clusters Score -5606759 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5607668.000000 Penalty: 5261.394043
	Iteration 7Q: 3 clusters Score -5607668 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5608411.000000 Penalty: 5261.394043
	Iteration 8Q: 3 clusters Score -5608411 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5609063.500000 Penalty: 5261.394043
	Iteration 9Q: 3 clusters Score -5609064 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5609699.500000 Penalty: 5261.394043
	Iteration 10Q: 3 clusters Score -5609700 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5610291.000000 Penalty: 5261.394043
	Iteration 11Q: 3 clusters Score -5610291 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5610952.500000 Penalty: 5261.394043
	Iteration 12Q: 3 clusters Score -5610952 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5611622.000000 Penalty: 5261.394043
	Iteration 13Q: 3 clusters Score -5611622 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5612283.500000 Penalty: 5261.394043
	Iteration 14Q: 3 clusters Score -5612284 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -5612936.500000 Penalty: 5261.394043
	Iteration 15Q: 3 clusters Score -5612936 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5613562.500000 Penalty: 5261.394043
	Iteration 16Q: 3 clusters Score -5613562 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5614151.500000 Penalty: 5261.394043
	Iteration 17Q: 3 clusters Score -5614152 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5614643.500000 Penalty: 5261.394043
	Iteration 18Q: 3 clusters Score -5614644 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5615074.500000 Penalty: 5261.394043
	Iteration 19Q: 3 clusters Score -5615074 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5615460.000000 Penalty: 5261.394043
	Iteration 20F: 3 clusters Score -5615460 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5615803.500000 Penalty: 5261.394043
	Iteration 21Q: 3 clusters Score -5615804 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5616064.500000 Penalty: 5261.394043
	Iteration 22Q: 3 clusters Score -5616064 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5616330.500000 Penalty: 5261.394043
	Iteration 23Q: 3 clusters Score -5616330 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5616540.000000 Penalty: 5261.394043
	Iteration 24Q: 3 clusters Score -5616540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5616688.000000 Penalty: 5261.394043
	Iteration 25Q: 3 clusters Score -5616688 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5616811.000000 Penalty: 5261.394043
	Iteration 26Q: 3 clusters Score -5616811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5616895.500000 Penalty: 5261.394043
	Iteration 27Q: 3 clusters Score -5616896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5616966.000000 Penalty: 5261.394043
	Iteration 28Q: 3 clusters Score -5616966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5616989.500000 Penalty: 5261.394043
	Iteration 29Q: 3 clusters Score -5616990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5617025.000000 Penalty: 5261.394043
	Iteration 30Q: 3 clusters Score -5617025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5617062.000000 Penalty: 5261.394043
	Iteration 31Q: 3 clusters Score -5617062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5617072.500000 Penalty: 5261.394043
	Iteration 32Q: 3 clusters Score -5617072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5617094.500000 Penalty: 5261.394043
	Iteration 33Q: 3 clusters Score -5617094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5617103.000000 Penalty: 5261.394043
	Iteration 34Q: 3 clusters Score -5617103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5617104.500000 Penalty: 5261.394043
	Iteration 35Q: 3 clusters Score -5617104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5617116.500000 Penalty: 5261.394043
	Iteration 36Q: 3 clusters Score -5617116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5617124.500000 Penalty: 5261.394043
	Iteration 37Q: 3 clusters Score -5617124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5617125.000000 Penalty: 5261.394043
	Iteration 38Q: 3 clusters Score -5617125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5617129.500000 Penalty: 5261.394043
	Iteration 39Q: 3 clusters Score -5617130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5617137.000000 Penalty: 5261.394043
	Iteration 40F: 3 clusters Score -5617137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5617162.000000 Penalty: 5261.394043
	Iteration 41Q: 3 clusters Score -5617162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5617171.000000 Penalty: 5261.394043
	Iteration 42Q: 3 clusters Score -5617171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5617173.000000 Penalty: 5261.394043
	Iteration 43Q: 3 clusters Score -5617173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5617180.500000 Penalty: 5261.394043
	Iteration 44Q: 3 clusters Score -5617180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5617185.000000 Penalty: 5261.394043
	Iteration 45Q: 3 clusters Score -5617185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5617185.500000 Penalty: 5261.394043
	Iteration 46Q: 3 clusters Score -5617186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5617185.500000 Penalty: 5261.394043
	Iteration 47F: 3 clusters Score -5617186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Entering Unmasked Estep 
Score: -4191609.250000 Penalty: 2552.098877
	Iteration 0F: 2 clusters Score -4191609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4171533.000000 Penalty: 5104.197754
	Iteration 0F: 3 clusters Score -4171533 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4178918.250000 Penalty: 5104.197754
	Iteration 1F: 3 clusters Score -4178918 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4180081.750000 Penalty: 5104.197754
	Iteration 2F: 3 clusters Score -4180082 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4181448.250000 Penalty: 5104.197754
	Iteration 3F: 3 clusters Score -4181448 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4182943.500000 Penalty: 5104.197754
	Iteration 4F: 3 clusters Score -4182944 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4184613.000000 Penalty: 5104.197754
	Iteration 5F: 3 clusters Score -4184613 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4186310.250000 Penalty: 5104.197754
	Iteration 6F: 3 clusters Score -4186310 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4187900.250000 Penalty: 5104.197754
	Iteration 7F: 3 clusters Score -4187900 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4189165.000000 Penalty: 5104.197754
	Iteration 8F: 3 clusters Score -4189165 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4190264.000000 Penalty: 5104.197754
	Iteration 9Q: 3 clusters Score -4190264 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4191115.000000 Penalty: 5104.197754
	Iteration 10Q: 3 clusters Score -4191115 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4191354.000000 Penalty: 5104.197754
	Iteration 11Q: 3 clusters Score -4191354 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4191501.750000 Penalty: 5104.197754
	Iteration 12Q: 3 clusters Score -4191502 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4191565.250000 Penalty: 5104.197754
	Iteration 13Q: 3 clusters Score -4191565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4191624.750000 Penalty: 5104.197754
	Iteration 14Q: 3 clusters Score -4191625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4191664.000000 Penalty: 5104.197754
	Iteration 15Q: 3 clusters Score -4191664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4191683.000000 Penalty: 5104.197754
	Iteration 16Q: 3 clusters Score -4191683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4191694.500000 Penalty: 5104.197754
	Iteration 17Q: 3 clusters Score -4191694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4191703.750000 Penalty: 5104.197754
	Iteration 18Q: 3 clusters Score -4191704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4191711.000000 Penalty: 5104.197754
	Iteration 19Q: 3 clusters Score -4191711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4191706.750000 Penalty: 5104.197754
	Iteration 20F: 3 clusters Score -4191707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4191706.000000 Penalty: 5104.197754
	Iteration 21Q: 3 clusters Score -4191706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4191711.750000 Penalty: 5104.197754
	Iteration 22Q: 3 clusters Score -4191712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4191713.250000 Penalty: 5104.197754
	Iteration 23Q: 3 clusters Score -4191713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4191709.250000 Penalty: 5104.197754
	Iteration 24Q: 3 clusters Score -4191709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4191713.000000 Penalty: 5104.197754
	Iteration 25Q: 3 clusters Score -4191713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4191714.000000 Penalty: 5104.197754
	Iteration 26Q: 3 clusters Score -4191714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4191714.000000 Penalty: 5104.197754
	Iteration 27F: 3 clusters Score -4191714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 40443 members 
Mstep: Class 8 contains 1332 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105736 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51962 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166276 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205776 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 28126 members 
Entering Unmasked Estep 
Score: -128948512.000000 Penalty: 98646.656250
Splitting cluster 8 changes total score from -128949432.000000 to -128948512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Entering Unmasked Estep 
Score: -6493911.000000 Penalty: 2652.272217
	Iteration 0F: 2 clusters Score -6493911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6464223.000000 Penalty: 5304.544434
	Iteration 0F: 3 clusters Score -6464223 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6475140.500000 Penalty: 5304.544434
	Iteration 1F: 3 clusters Score -6475140 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6475537.000000 Penalty: 5304.544434
	Iteration 2Q: 3 clusters Score -6475537 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6475907.000000 Penalty: 5304.544434
	Iteration 3Q: 3 clusters Score -6475907 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6476217.000000 Penalty: 5304.544434
	Iteration 4Q: 3 clusters Score -6476217 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -6476571.000000 Penalty: 5304.544434
	Iteration 5Q: 3 clusters Score -6476571 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -6476928.000000 Penalty: 5304.544434
	Iteration 6Q: 3 clusters Score -6476928 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6477314.500000 Penalty: 5304.544434
	Iteration 7Q: 3 clusters Score -6477314 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6477800.000000 Penalty: 5304.544434
	Iteration 8Q: 3 clusters Score -6477800 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -6478485.000000 Penalty: 5304.544434
	Iteration 9Q: 3 clusters Score -6478485 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -6479376.500000 Penalty: 5304.544434
	Iteration 10Q: 3 clusters Score -6479376 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6480751.000000 Penalty: 5304.544434
	Iteration 11F: 3 clusters Score -6480751 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -6482476.500000 Penalty: 5304.544434
	Iteration 12F: 3 clusters Score -6482476 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6484493.500000 Penalty: 5304.544434
	Iteration 13F: 3 clusters Score -6484494 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -6486499.000000 Penalty: 5304.544434
	Iteration 14F: 3 clusters Score -6486499 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -6488369.500000 Penalty: 5304.544434
	Iteration 15Q: 3 clusters Score -6488370 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -6489610.000000 Penalty: 5304.544434
	Iteration 16Q: 3 clusters Score -6489610 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -6490420.500000 Penalty: 5304.544434
	Iteration 17Q: 3 clusters Score -6490420 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6490891.500000 Penalty: 5304.544434
	Iteration 18Q: 3 clusters Score -6490892 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6491157.000000 Penalty: 5304.544434
	Iteration 19Q: 3 clusters Score -6491157 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6491309.000000 Penalty: 5304.544434
	Iteration 20F: 3 clusters Score -6491309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6491378.000000 Penalty: 5304.544434
	Iteration 21Q: 3 clusters Score -6491378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6491444.000000 Penalty: 5304.544434
	Iteration 22Q: 3 clusters Score -6491444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6491484.500000 Penalty: 5304.544434
	Iteration 23Q: 3 clusters Score -6491484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -6491526.000000 Penalty: 5304.544434
	Iteration 24Q: 3 clusters Score -6491526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6491548.000000 Penalty: 5304.544434
	Iteration 25Q: 3 clusters Score -6491548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -6491574.500000 Penalty: 5304.544434
	Iteration 26Q: 3 clusters Score -6491574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6491613.500000 Penalty: 5304.544434
	Iteration 27Q: 3 clusters Score -6491614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6491633.000000 Penalty: 5304.544434
	Iteration 28Q: 3 clusters Score -6491633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -6491649.000000 Penalty: 5304.544434
	Iteration 29Q: 3 clusters Score -6491649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6491664.000000 Penalty: 5304.544434
	Iteration 30Q: 3 clusters Score -6491664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6491659.500000 Penalty: 5304.544434
	Iteration 31Q: 3 clusters Score -6491660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -6491665.000000 Penalty: 5304.544434
	Iteration 32Q: 3 clusters Score -6491665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -6491661.500000 Penalty: 5304.544434
	Iteration 33Q: 3 clusters Score -6491662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -6491661.500000 Penalty: 5304.544434
	Iteration 34F: 3 clusters Score -6491662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -834577.687500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -834577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -829588.750000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -829588.8 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -830783.937500 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -830783.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -830980.500000 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -830980.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -831116.500000 Penalty: 4296.259277
	Iteration 3Q: 3 clusters Score -831116.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -831208.375000 Penalty: 4296.259277
	Iteration 4Q: 3 clusters Score -831208.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -831280.937500 Penalty: 4296.259277
	Iteration 5Q: 3 clusters Score -831280.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -831351.750000 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -831351.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -831422.250000 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -831422.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -831502.625000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -831502.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -831592.750000 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -831592.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -831694.500000 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -831694.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -831816.750000 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -831816.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -831954.812500 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -831954.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -832104.000000 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -832104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -832254.375000 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -832254.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -832409.687500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -832409.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -832525.500000 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -832525.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -832595.125000 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -832595.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -832640.937500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -832640.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -832694.750000 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -832694.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -832740.687500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -832740.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -832774.437500 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -832774.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -832796.125000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -832796.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -832819.375000 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -832819.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -832835.687500 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -832835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -832844.500000 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -832844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -832858.062500 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -832858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -832865.125000 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -832865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -832869.125000 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -832869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -832872.750000 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -832872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -832872.812500 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -832872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -832872.500000 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -832872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -832873.500000 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -832873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -832871.687500 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -832871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -832873.437500 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -832873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -832873.437500 Penalty: 4296.259277
	Iteration 35F: 3 clusters Score -832873.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Entering Unmasked Estep 
Score: -15583435.000000 Penalty: 2869.037842
	Iteration 0F: 2 clusters Score -1.558344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -15513939.000000 Penalty: 5738.075684
	Iteration 0F: 3 clusters Score -1.551394e+07 nChanged 50072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -15543166.000000 Penalty: 5738.075684
	Iteration 1F: 3 clusters Score -1.554317e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -15544458.000000 Penalty: 5738.075684
	Iteration 2Q: 3 clusters Score -1.554446e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -15546259.000000 Penalty: 5738.075684
	Iteration 3Q: 3 clusters Score -1.554626e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -15549114.000000 Penalty: 5738.075684
	Iteration 4F: 3 clusters Score -1.554911e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -15553769.000000 Penalty: 5738.075684
	Iteration 5F: 3 clusters Score -1.555377e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -15560528.000000 Penalty: 5738.075684
	Iteration 6F: 3 clusters Score -1.556053e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -15568645.000000 Penalty: 5738.075684
	Iteration 7F: 3 clusters Score -1.556864e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -15575366.000000 Penalty: 5738.075684
	Iteration 8F: 3 clusters Score -1.557537e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -15579344.000000 Penalty: 5738.075684
	Iteration 9Q: 3 clusters Score -1.557934e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -15581264.000000 Penalty: 5738.075684
	Iteration 10Q: 3 clusters Score -1.558126e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -15582239.000000 Penalty: 5738.075684
	Iteration 11Q: 3 clusters Score -1.558224e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -15582618.000000 Penalty: 5738.075684
	Iteration 12Q: 3 clusters Score -1.558262e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -15582827.000000 Penalty: 5738.075684
	Iteration 13Q: 3 clusters Score -1.558283e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -15582891.000000 Penalty: 5738.075684
	Iteration 14Q: 3 clusters Score -1.558289e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -15582967.000000 Penalty: 5738.075684
	Iteration 15Q: 3 clusters Score -1.558297e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -15582991.000000 Penalty: 5738.075684
	Iteration 16Q: 3 clusters Score -1.558299e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -15583007.000000 Penalty: 5738.075684
	Iteration 17Q: 3 clusters Score -1.558301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -15583018.000000 Penalty: 5738.075684
	Iteration 18Q: 3 clusters Score -1.558302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -15583008.000000 Penalty: 5738.075684
	Iteration 19Q: 3 clusters Score -1.558301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -15583035.000000 Penalty: 5738.075684
	Iteration 20F: 3 clusters Score -1.558304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -15583028.000000 Penalty: 5738.075684
	Iteration 21Q: 3 clusters Score -1.558303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -15583039.000000 Penalty: 5738.075684
	Iteration 22Q: 3 clusters Score -1.558304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -15583033.000000 Penalty: 5738.075684
	Iteration 23Q: 3 clusters Score -1.558303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -15583028.000000 Penalty: 5738.075684
	Iteration 24Q: 3 clusters Score -1.558303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -15583035.000000 Penalty: 5738.075684
	Iteration 25Q: 3 clusters Score -1.558304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -15583021.000000 Penalty: 5738.075684
	Iteration 26Q: 3 clusters Score -1.558302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -15583016.000000 Penalty: 5738.075684
	Iteration 27Q: 3 clusters Score -1.558302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -15583013.000000 Penalty: 5738.075684
	Iteration 28Q: 3 clusters Score -1.558301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -15583013.000000 Penalty: 5738.075684
	Iteration 29Q: 3 clusters Score -1.558301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -15583013.000000 Penalty: 5738.075684
	Iteration 30F: 3 clusters Score -1.558301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Entering Unmasked Estep 
Score: -5898566.000000 Penalty: 2626.659912
	Iteration 0F: 2 clusters Score -5898566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5871530.500000 Penalty: 5253.319824
	Iteration 0F: 3 clusters Score -5871530 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5881628.500000 Penalty: 5253.319824
	Iteration 1F: 3 clusters Score -5881628 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5882286.000000 Penalty: 5253.319824
	Iteration 2Q: 3 clusters Score -5882286 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5883009.500000 Penalty: 5253.319824
	Iteration 3Q: 3 clusters Score -5883010 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -5883808.500000 Penalty: 5253.319824
	Iteration 4Q: 3 clusters Score -5883808 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5884903.500000 Penalty: 5253.319824
	Iteration 5Q: 3 clusters Score -5884904 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5886268.500000 Penalty: 5253.319824
	Iteration 6F: 3 clusters Score -5886268 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5887867.000000 Penalty: 5253.319824
	Iteration 7F: 3 clusters Score -5887867 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5889490.000000 Penalty: 5253.319824
	Iteration 8F: 3 clusters Score -5889490 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5890981.500000 Penalty: 5253.319824
	Iteration 9F: 3 clusters Score -5890982 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5892237.500000 Penalty: 5253.319824
	Iteration 10Q: 3 clusters Score -5892238 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5893201.000000 Penalty: 5253.319824
	Iteration 11Q: 3 clusters Score -5893201 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5893992.000000 Penalty: 5253.319824
	Iteration 12Q: 3 clusters Score -5893992 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5894544.000000 Penalty: 5253.319824
	Iteration 13Q: 3 clusters Score -5894544 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5894970.500000 Penalty: 5253.319824
	Iteration 14Q: 3 clusters Score -5894970 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5895225.500000 Penalty: 5253.319824
	Iteration 15Q: 3 clusters Score -5895226 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5895438.500000 Penalty: 5253.319824
	Iteration 16Q: 3 clusters Score -5895438 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5895600.500000 Penalty: 5253.319824
	Iteration 17Q: 3 clusters Score -5895600 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5895751.000000 Penalty: 5253.319824
	Iteration 18Q: 3 clusters Score -5895751 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5895876.000000 Penalty: 5253.319824
	Iteration 19Q: 3 clusters Score -5895876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5895943.500000 Penalty: 5253.319824
	Iteration 20F: 3 clusters Score -5895944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5896007.500000 Penalty: 5253.319824
	Iteration 21Q: 3 clusters Score -5896008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5896075.500000 Penalty: 5253.319824
	Iteration 22Q: 3 clusters Score -5896076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5896129.000000 Penalty: 5253.319824
	Iteration 23Q: 3 clusters Score -5896129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5896167.000000 Penalty: 5253.319824
	Iteration 24Q: 3 clusters Score -5896167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5896192.000000 Penalty: 5253.319824
	Iteration 25Q: 3 clusters Score -5896192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5896235.500000 Penalty: 5253.319824
	Iteration 26Q: 3 clusters Score -5896236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5896251.000000 Penalty: 5253.319824
	Iteration 27Q: 3 clusters Score -5896251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5896261.000000 Penalty: 5253.319824
	Iteration 28Q: 3 clusters Score -5896261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5896276.500000 Penalty: 5253.319824
	Iteration 29Q: 3 clusters Score -5896276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5896283.500000 Penalty: 5253.319824
	Iteration 30Q: 3 clusters Score -5896284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5896287.000000 Penalty: 5253.319824
	Iteration 31Q: 3 clusters Score -5896287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5896284.500000 Penalty: 5253.319824
	Iteration 32Q: 3 clusters Score -5896284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5896295.500000 Penalty: 5253.319824
	Iteration 33Q: 3 clusters Score -5896296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5896293.500000 Penalty: 5253.319824
	Iteration 34Q: 3 clusters Score -5896294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5896302.500000 Penalty: 5253.319824
	Iteration 35Q: 3 clusters Score -5896302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5896304.000000 Penalty: 5253.319824
	Iteration 36Q: 3 clusters Score -5896304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5896305.000000 Penalty: 5253.319824
	Iteration 37Q: 3 clusters Score -5896305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5896306.500000 Penalty: 5253.319824
	Iteration 38Q: 3 clusters Score -5896306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5896311.500000 Penalty: 5253.319824
	Iteration 39Q: 3 clusters Score -5896312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5896309.000000 Penalty: 5253.319824
	Iteration 40F: 3 clusters Score -5896309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5896316.000000 Penalty: 5253.319824
	Iteration 41Q: 3 clusters Score -5896316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5896316.000000 Penalty: 5253.319824
	Iteration 42F: 3 clusters Score -5896316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -1537591.875000 Penalty: 2305.149414
	Iteration 0F: 2 clusters Score -1537592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1529315.500000 Penalty: 4610.298828
	Iteration 0F: 3 clusters Score -1529316 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1531835.625000 Penalty: 4610.298828
	Iteration 1F: 3 clusters Score -1531836 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1532123.750000 Penalty: 4610.298828
	Iteration 2F: 3 clusters Score -1532124 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1532352.500000 Penalty: 4610.298828
	Iteration 3Q: 3 clusters Score -1532352 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1532559.750000 Penalty: 4610.298828
	Iteration 4Q: 3 clusters Score -1532560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1532824.875000 Penalty: 4610.298828
	Iteration 5Q: 3 clusters Score -1532825 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1533191.125000 Penalty: 4610.298828
	Iteration 6Q: 3 clusters Score -1533191 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1533799.625000 Penalty: 4610.298828
	Iteration 7F: 3 clusters Score -1533800 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1534542.000000 Penalty: 4610.298828
	Iteration 8F: 3 clusters Score -1534542 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1535243.125000 Penalty: 4610.298828
	Iteration 9F: 3 clusters Score -1535243 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1535780.500000 Penalty: 4610.298828
	Iteration 10F: 3 clusters Score -1535780 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1536041.625000 Penalty: 4610.298828
	Iteration 11Q: 3 clusters Score -1536042 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1536186.000000 Penalty: 4610.298828
	Iteration 12Q: 3 clusters Score -1536186 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1536266.375000 Penalty: 4610.298828
	Iteration 13Q: 3 clusters Score -1536266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1536310.750000 Penalty: 4610.298828
	Iteration 14Q: 3 clusters Score -1536311 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1536354.375000 Penalty: 4610.298828
	Iteration 15Q: 3 clusters Score -1536354 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1536388.125000 Penalty: 4610.298828
	Iteration 16Q: 3 clusters Score -1536388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1536413.250000 Penalty: 4610.298828
	Iteration 17Q: 3 clusters Score -1536413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1536437.750000 Penalty: 4610.298828
	Iteration 18Q: 3 clusters Score -1536438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1536462.875000 Penalty: 4610.298828
	Iteration 19Q: 3 clusters Score -1536463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1536485.125000 Penalty: 4610.298828
	Iteration 20F: 3 clusters Score -1536485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1536500.750000 Penalty: 4610.298828
	Iteration 21Q: 3 clusters Score -1536501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1536511.250000 Penalty: 4610.298828
	Iteration 22Q: 3 clusters Score -1536511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1536520.875000 Penalty: 4610.298828
	Iteration 23Q: 3 clusters Score -1536521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1536529.750000 Penalty: 4610.298828
	Iteration 24Q: 3 clusters Score -1536530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1536536.375000 Penalty: 4610.298828
	Iteration 25Q: 3 clusters Score -1536536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1536540.500000 Penalty: 4610.298828
	Iteration 26Q: 3 clusters Score -1536540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1536551.250000 Penalty: 4610.298828
	Iteration 27Q: 3 clusters Score -1536551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1536556.000000 Penalty: 4610.298828
	Iteration 28Q: 3 clusters Score -1536556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1536569.250000 Penalty: 4610.298828
	Iteration 29Q: 3 clusters Score -1536569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1536575.750000 Penalty: 4610.298828
	Iteration 30Q: 3 clusters Score -1536576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1536587.000000 Penalty: 4610.298828
	Iteration 31Q: 3 clusters Score -1536587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1536600.875000 Penalty: 4610.298828
	Iteration 32Q: 3 clusters Score -1536601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1536613.000000 Penalty: 4610.298828
	Iteration 33Q: 3 clusters Score -1536613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1536627.125000 Penalty: 4610.298828
	Iteration 34Q: 3 clusters Score -1536627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1536643.250000 Penalty: 4610.298828
	Iteration 35Q: 3 clusters Score -1536643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1536650.000000 Penalty: 4610.298828
	Iteration 36Q: 3 clusters Score -1536650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1536661.375000 Penalty: 4610.298828
	Iteration 37Q: 3 clusters Score -1536661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1536676.125000 Penalty: 4610.298828
	Iteration 38Q: 3 clusters Score -1536676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1536690.750000 Penalty: 4610.298828
	Iteration 39Q: 3 clusters Score -1536691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1536697.000000 Penalty: 4610.298828
	Iteration 40F: 3 clusters Score -1536697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1536707.000000 Penalty: 4610.298828
	Iteration 41Q: 3 clusters Score -1536707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1536722.625000 Penalty: 4610.298828
	Iteration 42Q: 3 clusters Score -1536723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1536735.000000 Penalty: 4610.298828
	Iteration 43Q: 3 clusters Score -1536735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1536744.750000 Penalty: 4610.298828
	Iteration 44Q: 3 clusters Score -1536745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1536747.125000 Penalty: 4610.298828
	Iteration 45Q: 3 clusters Score -1536747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1536751.875000 Penalty: 4610.298828
	Iteration 46Q: 3 clusters Score -1536752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1536753.375000 Penalty: 4610.298828
	Iteration 47Q: 3 clusters Score -1536753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1536755.625000 Penalty: 4610.298828
	Iteration 48Q: 3 clusters Score -1536756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1536759.625000 Penalty: 4610.298828
	Iteration 49Q: 3 clusters Score -1536760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1536762.375000 Penalty: 4610.298828
	Iteration 50Q: 3 clusters Score -1536762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1536762.000000 Penalty: 4610.298828
	Iteration 51Q: 3 clusters Score -1536762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1536764.500000 Penalty: 4610.298828
	Iteration 52Q: 3 clusters Score -1536764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1536768.750000 Penalty: 4610.298828
	Iteration 53Q: 3 clusters Score -1536769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1536775.375000 Penalty: 4610.298828
	Iteration 54Q: 3 clusters Score -1536775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1536771.250000 Penalty: 4610.298828
	Iteration 55Q: 3 clusters Score -1536771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1536776.000000 Penalty: 4610.298828
	Iteration 56Q: 3 clusters Score -1536776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1536778.750000 Penalty: 4610.298828
	Iteration 57Q: 3 clusters Score -1536779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1536781.125000 Penalty: 4610.298828
	Iteration 58Q: 3 clusters Score -1536781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1536785.375000 Penalty: 4610.298828
	Iteration 59Q: 3 clusters Score -1536785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1536787.500000 Penalty: 4610.298828
	Iteration 60F: 3 clusters Score -1536788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1536787.500000 Penalty: 4610.298828
	Iteration 61Q: 3 clusters Score -1536788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1536788.250000 Penalty: 4610.298828
	Iteration 62Q: 3 clusters Score -1536788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1536788.500000 Penalty: 4610.298828
	Iteration 63Q: 3 clusters Score -1536788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1536784.500000 Penalty: 4610.298828
	Iteration 64Q: 3 clusters Score -1536784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1536787.125000 Penalty: 4610.298828
	Iteration 65Q: 3 clusters Score -1536787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1536789.125000 Penalty: 4610.298828
	Iteration 66Q: 3 clusters Score -1536789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1536789.125000 Penalty: 4610.298828
	Iteration 67F: 3 clusters Score -1536789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -98198.046875 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -98198.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96470.570312 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -96470.57 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96932.593750 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -96932.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97188.835938 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -97188.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97507.882812 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -97507.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97849.406250 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -97849.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98227.828125 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -98227.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98424.054688 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -98424.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98528.585938 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -98528.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98584.703125 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -98584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98659.265625 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -98659.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98726.476562 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -98726.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98764.328125 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -98764.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98797.203125 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -98797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98876.914062 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -98876.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99162.976562 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -99162.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99270.710938 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -99270.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99272.726562 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -99272.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99274.406250 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -99274.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99274.406250 Penalty: 3299.820068
	Iteration 18F: 3 clusters Score -99274.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 40443 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105736 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51962 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166276 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205776 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 357 members 
Entering Unmasked Estep 
Score: -128948736.000000 Penalty: 98646.656250
Splitting cluster 14 changes total score from -128949432.000000 to -128948736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Entering Unmasked Estep 
Score: -2031518.000000 Penalty: 2389.160400
	Iteration 0F: 2 clusters Score -2031518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2020582.375000 Penalty: 4778.320801
	Iteration 0F: 3 clusters Score -2020582 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2024076.500000 Penalty: 4778.320801
	Iteration 1F: 3 clusters Score -2024076 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2024583.125000 Penalty: 4778.320801
	Iteration 2F: 3 clusters Score -2024583 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2025056.000000 Penalty: 4778.320801
	Iteration 3F: 3 clusters Score -2025056 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2025483.500000 Penalty: 4778.320801
	Iteration 4F: 3 clusters Score -2025484 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2025934.250000 Penalty: 4778.320801
	Iteration 5F: 3 clusters Score -2025934 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2026391.000000 Penalty: 4778.320801
	Iteration 6F: 3 clusters Score -2026391 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2026838.250000 Penalty: 4778.320801
	Iteration 7Q: 3 clusters Score -2026838 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2027229.625000 Penalty: 4778.320801
	Iteration 8Q: 3 clusters Score -2027230 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2027606.000000 Penalty: 4778.320801
	Iteration 9Q: 3 clusters Score -2027606 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2027989.125000 Penalty: 4778.320801
	Iteration 10Q: 3 clusters Score -2027989 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2028358.250000 Penalty: 4778.320801
	Iteration 11Q: 3 clusters Score -2028358 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2028666.125000 Penalty: 4778.320801
	Iteration 12Q: 3 clusters Score -2028666 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2028908.875000 Penalty: 4778.320801
	Iteration 13Q: 3 clusters Score -2028909 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2029112.125000 Penalty: 4778.320801
	Iteration 14Q: 3 clusters Score -2029112 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2029269.000000 Penalty: 4778.320801
	Iteration 15Q: 3 clusters Score -2029269 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2029382.500000 Penalty: 4778.320801
	Iteration 16Q: 3 clusters Score -2029382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2029464.875000 Penalty: 4778.320801
	Iteration 17Q: 3 clusters Score -2029465 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2029526.125000 Penalty: 4778.320801
	Iteration 18Q: 3 clusters Score -2029526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2029566.375000 Penalty: 4778.320801
	Iteration 19Q: 3 clusters Score -2029566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2029607.625000 Penalty: 4778.320801
	Iteration 20F: 3 clusters Score -2029608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2029646.750000 Penalty: 4778.320801
	Iteration 21Q: 3 clusters Score -2029647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2029680.875000 Penalty: 4778.320801
	Iteration 22Q: 3 clusters Score -2029681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2029707.000000 Penalty: 4778.320801
	Iteration 23Q: 3 clusters Score -2029707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2029728.125000 Penalty: 4778.320801
	Iteration 24Q: 3 clusters Score -2029728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2029745.250000 Penalty: 4778.320801
	Iteration 25Q: 3 clusters Score -2029745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2029757.625000 Penalty: 4778.320801
	Iteration 26Q: 3 clusters Score -2029758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2029773.375000 Penalty: 4778.320801
	Iteration 27Q: 3 clusters Score -2029773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2029782.375000 Penalty: 4778.320801
	Iteration 28Q: 3 clusters Score -2029782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2029789.000000 Penalty: 4778.320801
	Iteration 29Q: 3 clusters Score -2029789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2029798.875000 Penalty: 4778.320801
	Iteration 30Q: 3 clusters Score -2029799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2029803.250000 Penalty: 4778.320801
	Iteration 31Q: 3 clusters Score -2029803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2029815.000000 Penalty: 4778.320801
	Iteration 32Q: 3 clusters Score -2029815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2029830.625000 Penalty: 4778.320801
	Iteration 33Q: 3 clusters Score -2029831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2029842.375000 Penalty: 4778.320801
	Iteration 34Q: 3 clusters Score -2029842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2029850.625000 Penalty: 4778.320801
	Iteration 35Q: 3 clusters Score -2029851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2029852.500000 Penalty: 4778.320801
	Iteration 36Q: 3 clusters Score -2029852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2029857.250000 Penalty: 4778.320801
	Iteration 37Q: 3 clusters Score -2029857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2029859.375000 Penalty: 4778.320801
	Iteration 38Q: 3 clusters Score -2029859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2029869.875000 Penalty: 4778.320801
	Iteration 39Q: 3 clusters Score -2029870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2029874.625000 Penalty: 4778.320801
	Iteration 40F: 3 clusters Score -2029875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2029879.125000 Penalty: 4778.320801
	Iteration 41Q: 3 clusters Score -2029879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2029886.125000 Penalty: 4778.320801
	Iteration 42Q: 3 clusters Score -2029886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2029895.000000 Penalty: 4778.320801
	Iteration 43Q: 3 clusters Score -2029895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2029904.625000 Penalty: 4778.320801
	Iteration 44Q: 3 clusters Score -2029905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2029914.250000 Penalty: 4778.320801
	Iteration 45Q: 3 clusters Score -2029914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2029914.750000 Penalty: 4778.320801
	Iteration 46Q: 3 clusters Score -2029915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2029918.000000 Penalty: 4778.320801
	Iteration 47Q: 3 clusters Score -2029918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2029922.750000 Penalty: 4778.320801
	Iteration 48Q: 3 clusters Score -2029923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2029924.000000 Penalty: 4778.320801
	Iteration 49Q: 3 clusters Score -2029924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2029927.125000 Penalty: 4778.320801
	Iteration 50Q: 3 clusters Score -2029927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2029933.875000 Penalty: 4778.320801
	Iteration 51Q: 3 clusters Score -2029934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2029937.125000 Penalty: 4778.320801
	Iteration 52Q: 3 clusters Score -2029937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2029944.500000 Penalty: 4778.320801
	Iteration 53Q: 3 clusters Score -2029944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2029948.125000 Penalty: 4778.320801
	Iteration 54Q: 3 clusters Score -2029948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2029945.750000 Penalty: 4778.320801
	Iteration 55Q: 3 clusters Score -2029946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2029949.875000 Penalty: 4778.320801
	Iteration 56Q: 3 clusters Score -2029950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2029950.500000 Penalty: 4778.320801
	Iteration 57Q: 3 clusters Score -2029950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2029952.375000 Penalty: 4778.320801
	Iteration 58Q: 3 clusters Score -2029952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2029952.375000 Penalty: 4778.320801
	Iteration 59F: 3 clusters Score -2029952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21997.169922 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21997.17 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 124 members 
Entering Unmasked Estep 
Score: -20915.296875 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20915.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21028.359375 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21028.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21064.703125 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21076.619141 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21076.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21103.560547 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21103.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21114.664062 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21114.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21116.414062 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -21116.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21116.414062 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -21116.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Entering Unmasked Estep 
Score: -3613597.500000 Penalty: 2516.052734
	Iteration 0F: 2 clusters Score -3613598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3595941.500000 Penalty: 5032.105469
	Iteration 0F: 3 clusters Score -3595942 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3602209.250000 Penalty: 5032.105469
	Iteration 1F: 3 clusters Score -3602209 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3602685.250000 Penalty: 5032.105469
	Iteration 2F: 3 clusters Score -3602685 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3603182.000000 Penalty: 5032.105469
	Iteration 3Q: 3 clusters Score -3603182 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3603729.000000 Penalty: 5032.105469
	Iteration 4Q: 3 clusters Score -3603729 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3604373.750000 Penalty: 5032.105469
	Iteration 5Q: 3 clusters Score -3604374 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3605147.750000 Penalty: 5032.105469
	Iteration 6F: 3 clusters Score -3605148 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3606090.750000 Penalty: 5032.105469
	Iteration 7F: 3 clusters Score -3606091 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3607046.500000 Penalty: 5032.105469
	Iteration 8F: 3 clusters Score -3607046 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3607997.250000 Penalty: 5032.105469
	Iteration 9F: 3 clusters Score -3607997 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3608838.000000 Penalty: 5032.105469
	Iteration 10Q: 3 clusters Score -3608838 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3609414.250000 Penalty: 5032.105469
	Iteration 11Q: 3 clusters Score -3609414 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3609777.750000 Penalty: 5032.105469
	Iteration 12Q: 3 clusters Score -3609778 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3610047.500000 Penalty: 5032.105469
	Iteration 13Q: 3 clusters Score -3610048 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3610277.000000 Penalty: 5032.105469
	Iteration 14Q: 3 clusters Score -3610277 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3610480.250000 Penalty: 5032.105469
	Iteration 15Q: 3 clusters Score -3610480 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3610637.500000 Penalty: 5032.105469
	Iteration 16Q: 3 clusters Score -3610638 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3610792.000000 Penalty: 5032.105469
	Iteration 17Q: 3 clusters Score -3610792 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3610935.500000 Penalty: 5032.105469
	Iteration 18Q: 3 clusters Score -3610936 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3611112.750000 Penalty: 5032.105469
	Iteration 19Q: 3 clusters Score -3611113 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3611277.250000 Penalty: 5032.105469
	Iteration 20F: 3 clusters Score -3611277 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3611484.500000 Penalty: 5032.105469
	Iteration 21Q: 3 clusters Score -3611484 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3611711.750000 Penalty: 5032.105469
	Iteration 22Q: 3 clusters Score -3611712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3611966.000000 Penalty: 5032.105469
	Iteration 23Q: 3 clusters Score -3611966 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3612247.500000 Penalty: 5032.105469
	Iteration 24Q: 3 clusters Score -3612248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3612397.750000 Penalty: 5032.105469
	Iteration 25Q: 3 clusters Score -3612398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3612502.500000 Penalty: 5032.105469
	Iteration 26Q: 3 clusters Score -3612502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3612570.500000 Penalty: 5032.105469
	Iteration 27Q: 3 clusters Score -3612570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3612592.000000 Penalty: 5032.105469
	Iteration 28Q: 3 clusters Score -3612592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3612621.750000 Penalty: 5032.105469
	Iteration 29Q: 3 clusters Score -3612622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3612625.000000 Penalty: 5032.105469
	Iteration 30Q: 3 clusters Score -3612625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3612629.250000 Penalty: 5032.105469
	Iteration 31Q: 3 clusters Score -3612629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3612630.750000 Penalty: 5032.105469
	Iteration 32Q: 3 clusters Score -3612631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3612639.750000 Penalty: 5032.105469
	Iteration 33Q: 3 clusters Score -3612640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3612643.750000 Penalty: 5032.105469
	Iteration 34Q: 3 clusters Score -3612644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3612642.750000 Penalty: 5032.105469
	Iteration 35Q: 3 clusters Score -3612643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3612646.750000 Penalty: 5032.105469
	Iteration 36Q: 3 clusters Score -3612647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3612648.500000 Penalty: 5032.105469
	Iteration 37Q: 3 clusters Score -3612648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3612653.000000 Penalty: 5032.105469
	Iteration 38Q: 3 clusters Score -3612653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3612654.500000 Penalty: 5032.105469
	Iteration 39Q: 3 clusters Score -3612654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3612655.000000 Penalty: 5032.105469
	Iteration 40F: 3 clusters Score -3612655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3612648.500000 Penalty: 5032.105469
	Iteration 41Q: 3 clusters Score -3612648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3612648.500000 Penalty: 5032.105469
	Iteration 42F: 3 clusters Score -3612648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Entering Unmasked Estep 
Score: -7661361.500000 Penalty: 2692.850342
	Iteration 0F: 2 clusters Score -7661362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7626383.500000 Penalty: 5385.700684
	Iteration 0F: 3 clusters Score -7626384 nChanged 23983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -7639585.000000 Penalty: 5385.700684
	Iteration 1F: 3 clusters Score -7639585 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -7640106.000000 Penalty: 5385.700684
	Iteration 2Q: 3 clusters Score -7640106 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -7640728.000000 Penalty: 5385.700684
	Iteration 3Q: 3 clusters Score -7640728 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -7641548.000000 Penalty: 5385.700684
	Iteration 4Q: 3 clusters Score -7641548 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7642718.000000 Penalty: 5385.700684
	Iteration 5Q: 3 clusters Score -7642718 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -7644614.000000 Penalty: 5385.700684
	Iteration 6F: 3 clusters Score -7644614 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -7647486.500000 Penalty: 5385.700684
	Iteration 7F: 3 clusters Score -7647486 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -7651054.000000 Penalty: 5385.700684
	Iteration 8F: 3 clusters Score -7651054 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -7654324.000000 Penalty: 5385.700684
	Iteration 9F: 3 clusters Score -7654324 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -7656639.500000 Penalty: 5385.700684
	Iteration 10Q: 3 clusters Score -7656640 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -7657903.000000 Penalty: 5385.700684
	Iteration 11Q: 3 clusters Score -7657903 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -7658519.500000 Penalty: 5385.700684
	Iteration 12Q: 3 clusters Score -7658520 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -7658758.500000 Penalty: 5385.700684
	Iteration 13Q: 3 clusters Score -7658758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -7658866.000000 Penalty: 5385.700684
	Iteration 14Q: 3 clusters Score -7658866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -7658927.000000 Penalty: 5385.700684
	Iteration 15Q: 3 clusters Score -7658927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -7658958.500000 Penalty: 5385.700684
	Iteration 16Q: 3 clusters Score -7658958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -7658987.000000 Penalty: 5385.700684
	Iteration 17Q: 3 clusters Score -7658987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -7658994.000000 Penalty: 5385.700684
	Iteration 18Q: 3 clusters Score -7658994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -7658996.500000 Penalty: 5385.700684
	Iteration 19Q: 3 clusters Score -7658996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -7659011.500000 Penalty: 5385.700684
	Iteration 20F: 3 clusters Score -7659012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -7659032.500000 Penalty: 5385.700684
	Iteration 21Q: 3 clusters Score -7659032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -7659032.500000 Penalty: 5385.700684
	Iteration 22Q: 3 clusters Score -7659032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -7659039.500000 Penalty: 5385.700684
	Iteration 23Q: 3 clusters Score -7659040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -7659047.000000 Penalty: 5385.700684
	Iteration 24Q: 3 clusters Score -7659047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -7659059.500000 Penalty: 5385.700684
	Iteration 25Q: 3 clusters Score -7659060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -7659056.500000 Penalty: 5385.700684
	Iteration 26Q: 3 clusters Score -7659056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -7659056.500000 Penalty: 5385.700684
	Iteration 27Q: 3 clusters Score -7659056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -7659068.000000 Penalty: 5385.700684
	Iteration 28Q: 3 clusters Score -7659068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7659079.000000 Penalty: 5385.700684
	Iteration 29Q: 3 clusters Score -7659079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -7659086.500000 Penalty: 5385.700684
	Iteration 30Q: 3 clusters Score -7659086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -7659088.000000 Penalty: 5385.700684
	Iteration 31Q: 3 clusters Score -7659088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -7659088.000000 Penalty: 5385.700684
	Iteration 32F: 3 clusters Score -7659088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -1148555.375000 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -1148555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1142262.000000 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -1142262 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1143921.000000 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -1143921 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1144145.875000 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -1144146 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1144283.375000 Penalty: 4446.615723
	Iteration 3Q: 3 clusters Score -1144283 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1144388.375000 Penalty: 4446.615723
	Iteration 4Q: 3 clusters Score -1144388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1144452.500000 Penalty: 4446.615723
	Iteration 5Q: 3 clusters Score -1144452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1144508.500000 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -1144508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1144552.875000 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -1144553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1144589.750000 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -1144590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1144617.250000 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -1144617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1144637.000000 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -1144637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1144653.750000 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -1144654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1144667.875000 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -1144668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1144680.750000 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -1144681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1144692.625000 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -1144693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1144702.750000 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -1144703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1144711.375000 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -1144711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1144722.625000 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -1144723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1144733.125000 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -1144733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1144743.000000 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -1144743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1144744.000000 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -1144744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1144756.375000 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -1144756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1144762.500000 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -1144762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1144773.750000 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -1144774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1144781.625000 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -1144782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1144789.500000 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -1144790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1144796.375000 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -1144796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1144800.000000 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -1144800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1144806.625000 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -1144807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1144812.750000 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -1144813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1144820.000000 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -1144820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1144823.625000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -1144824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1144832.375000 Penalty: 4446.615723
	Iteration 32Q: 3 clusters Score -1144832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1144848.375000 Penalty: 4446.615723
	Iteration 33Q: 3 clusters Score -1144848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1144862.375000 Penalty: 4446.615723
	Iteration 34Q: 3 clusters Score -1144862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1144883.125000 Penalty: 4446.615723
	Iteration 35Q: 3 clusters Score -1144883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1144909.125000 Penalty: 4446.615723
	Iteration 36Q: 3 clusters Score -1144909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1144941.125000 Penalty: 4446.615723
	Iteration 37Q: 3 clusters Score -1144941 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1144974.625000 Penalty: 4446.615723
	Iteration 38Q: 3 clusters Score -1144975 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1145031.500000 Penalty: 4446.615723
	Iteration 39Q: 3 clusters Score -1145032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1145098.875000 Penalty: 4446.615723
	Iteration 40F: 3 clusters Score -1145099 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1145173.750000 Penalty: 4446.615723
	Iteration 41Q: 3 clusters Score -1145174 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1145255.625000 Penalty: 4446.615723
	Iteration 42Q: 3 clusters Score -1145256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1145337.875000 Penalty: 4446.615723
	Iteration 43Q: 3 clusters Score -1145338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1145441.000000 Penalty: 4446.615723
	Iteration 44Q: 3 clusters Score -1145441 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1145552.500000 Penalty: 4446.615723
	Iteration 45Q: 3 clusters Score -1145552 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1145702.375000 Penalty: 4446.615723
	Iteration 46Q: 3 clusters Score -1145702 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1145853.500000 Penalty: 4446.615723
	Iteration 47Q: 3 clusters Score -1145854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1145987.750000 Penalty: 4446.615723
	Iteration 48Q: 3 clusters Score -1145988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1146107.375000 Penalty: 4446.615723
	Iteration 49Q: 3 clusters Score -1146107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1146202.500000 Penalty: 4446.615723
	Iteration 50Q: 3 clusters Score -1146202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1146285.500000 Penalty: 4446.615723
	Iteration 51Q: 3 clusters Score -1146286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1146346.500000 Penalty: 4446.615723
	Iteration 52Q: 3 clusters Score -1146346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1146377.500000 Penalty: 4446.615723
	Iteration 53Q: 3 clusters Score -1146378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1146400.500000 Penalty: 4446.615723
	Iteration 54Q: 3 clusters Score -1146400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1146431.500000 Penalty: 4446.615723
	Iteration 55Q: 3 clusters Score -1146432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1146458.125000 Penalty: 4446.615723
	Iteration 56Q: 3 clusters Score -1146458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1146484.625000 Penalty: 4446.615723
	Iteration 57Q: 3 clusters Score -1146485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1146504.000000 Penalty: 4446.615723
	Iteration 58Q: 3 clusters Score -1146504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1146519.250000 Penalty: 4446.615723
	Iteration 59Q: 3 clusters Score -1146519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1146532.625000 Penalty: 4446.615723
	Iteration 60F: 3 clusters Score -1146533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1146544.250000 Penalty: 4446.615723
	Iteration 61Q: 3 clusters Score -1146544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1146556.000000 Penalty: 4446.615723
	Iteration 62Q: 3 clusters Score -1146556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1146564.375000 Penalty: 4446.615723
	Iteration 63Q: 3 clusters Score -1146564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1146570.625000 Penalty: 4446.615723
	Iteration 64Q: 3 clusters Score -1146571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1146573.375000 Penalty: 4446.615723
	Iteration 65Q: 3 clusters Score -1146573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1146579.875000 Penalty: 4446.615723
	Iteration 66Q: 3 clusters Score -1146580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1146580.500000 Penalty: 4446.615723
	Iteration 67Q: 3 clusters Score -1146580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1146581.500000 Penalty: 4446.615723
	Iteration 68Q: 3 clusters Score -1146582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1146582.625000 Penalty: 4446.615723
	Iteration 69Q: 3 clusters Score -1146583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1146584.750000 Penalty: 4446.615723
	Iteration 70Q: 3 clusters Score -1146585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1146584.875000 Penalty: 4446.615723
	Iteration 71Q: 3 clusters Score -1146585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1146586.750000 Penalty: 4446.615723
	Iteration 72Q: 3 clusters Score -1146587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1146588.500000 Penalty: 4446.615723
	Iteration 73Q: 3 clusters Score -1146588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1146593.875000 Penalty: 4446.615723
	Iteration 74Q: 3 clusters Score -1146594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1146600.125000 Penalty: 4446.615723
	Iteration 75Q: 3 clusters Score -1146600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1146607.000000 Penalty: 4446.615723
	Iteration 76Q: 3 clusters Score -1146607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1146610.125000 Penalty: 4446.615723
	Iteration 77Q: 3 clusters Score -1146610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1146610.125000 Penalty: 4446.615723
	Iteration 78F: 3 clusters Score -1146610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -315727.906250 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -315727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -312889.593750 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -312889.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -313460.125000 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -313460.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -313603.843750 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -313603.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313702.468750 Penalty: 3853.611816
	Iteration 3Q: 3 clusters Score -313702.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -313788.031250 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -313788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -313856.437500 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -313856.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -313906.687500 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -313906.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -313975.437500 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -313975.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314065.031250 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -314065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -314197.625000 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -314197.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -314337.687500 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -314337.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -314486.968750 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -314487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -314625.437500 Penalty: 3853.611816
	Iteration 12F: 3 clusters Score -314625.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -314762.531250 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -314762.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -314896.968750 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -314897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -315000.906250 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -315000.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -315069.968750 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -315070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -315108.843750 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -315108.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -315135.625000 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -315135.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -315174.000000 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -315174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -315207.031250 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -315207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -315237.218750 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -315237.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -315267.937500 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -315267.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315291.531250 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -315291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -315303.218750 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -315303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -315309.593750 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -315309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315316.500000 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -315316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -315323.468750 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -315323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -315327.656250 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -315327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -315334.000000 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -315334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315337.843750 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -315337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -315340.312500 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -315340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -315342.281250 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -315342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315347.093750 Penalty: 3853.611816
	Iteration 33Q: 3 clusters Score -315347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -315349.843750 Penalty: 3853.611816
	Iteration 34Q: 3 clusters Score -315349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -315359.281250 Penalty: 3853.611816
	Iteration 35Q: 3 clusters Score -315359.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -315369.281250 Penalty: 3853.611816
	Iteration 36Q: 3 clusters Score -315369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -315375.031250 Penalty: 3853.611816
	Iteration 37Q: 3 clusters Score -315375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -315380.218750 Penalty: 3853.611816
	Iteration 38Q: 3 clusters Score -315380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -315390.750000 Penalty: 3853.611816
	Iteration 39Q: 3 clusters Score -315390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -315401.593750 Penalty: 3853.611816
	Iteration 40F: 3 clusters Score -315401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -315410.718750 Penalty: 3853.611816
	Iteration 41Q: 3 clusters Score -315410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -315422.781250 Penalty: 3853.611816
	Iteration 42Q: 3 clusters Score -315422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -315429.750000 Penalty: 3853.611816
	Iteration 43Q: 3 clusters Score -315429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -315430.781250 Penalty: 3853.611816
	Iteration 44Q: 3 clusters Score -315430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -315431.656250 Penalty: 3853.611816
	Iteration 45Q: 3 clusters Score -315431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -315431.656250 Penalty: 3853.611816
	Iteration 46Q: 3 clusters Score -315431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -315433.468750 Penalty: 3853.611816
	Iteration 47Q: 3 clusters Score -315433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -315436.625000 Penalty: 3853.611816
	Iteration 48Q: 3 clusters Score -315436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -315438.437500 Penalty: 3853.611816
	Iteration 49Q: 3 clusters Score -315438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -315440.031250 Penalty: 3853.611816
	Iteration 50Q: 3 clusters Score -315440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315441.437500 Penalty: 3853.611816
	Iteration 51Q: 3 clusters Score -315441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315441.437500 Penalty: 3853.611816
	Iteration 52F: 3 clusters Score -315441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Entering Unmasked Estep 
Score: -24363064.000000 Penalty: 2981.308350
	Iteration 0F: 2 clusters Score -2.436306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -24256972.000000 Penalty: 5962.616699
	Iteration 0F: 3 clusters Score -2.425697e+07 nChanged 79716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -24303368.000000 Penalty: 5962.616699
	Iteration 1F: 3 clusters Score -2.430337e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -24304524.000000 Penalty: 5962.616699
	Iteration 2Q: 3 clusters Score -2.430452e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -24305766.000000 Penalty: 5962.616699
	Iteration 3Q: 3 clusters Score -2.430577e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -24307422.000000 Penalty: 5962.616699
	Iteration 4Q: 3 clusters Score -2.430742e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -24310228.000000 Penalty: 5962.616699
	Iteration 5Q: 3 clusters Score -2.431023e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -24314382.000000 Penalty: 5962.616699
	Iteration 6F: 3 clusters Score -2.431438e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -24321104.000000 Penalty: 5962.616699
	Iteration 7F: 3 clusters Score -2.43211e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -24329694.000000 Penalty: 5962.616699
	Iteration 8F: 3 clusters Score -2.432969e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -24338720.000000 Penalty: 5962.616699
	Iteration 9F: 3 clusters Score -2.433872e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -24345602.000000 Penalty: 5962.616699
	Iteration 10F: 3 clusters Score -2.43456e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -24349122.000000 Penalty: 5962.616699
	Iteration 11Q: 3 clusters Score -2.434912e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -24351038.000000 Penalty: 5962.616699
	Iteration 12Q: 3 clusters Score -2.435104e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -24352244.000000 Penalty: 5962.616699
	Iteration 13Q: 3 clusters Score -2.435224e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -24353482.000000 Penalty: 5962.616699
	Iteration 14Q: 3 clusters Score -2.435348e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145786 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -24354524.000000 Penalty: 5962.616699
	Iteration 15Q: 3 clusters Score -2.435452e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -24355572.000000 Penalty: 5962.616699
	Iteration 16Q: 3 clusters Score -2.435557e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150531 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -24356434.000000 Penalty: 5962.616699
	Iteration 17Q: 3 clusters Score -2.435643e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -24357310.000000 Penalty: 5962.616699
	Iteration 18Q: 3 clusters Score -2.435731e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -24358058.000000 Penalty: 5962.616699
	Iteration 19Q: 3 clusters Score -2.435806e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -24358502.000000 Penalty: 5962.616699
	Iteration 20F: 3 clusters Score -2.43585e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -24359062.000000 Penalty: 5962.616699
	Iteration 21Q: 3 clusters Score -2.435906e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -24359474.000000 Penalty: 5962.616699
	Iteration 22Q: 3 clusters Score -2.435947e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158704 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -24359774.000000 Penalty: 5962.616699
	Iteration 23Q: 3 clusters Score -2.435977e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -24359972.000000 Penalty: 5962.616699
	Iteration 24Q: 3 clusters Score -2.435997e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -24360156.000000 Penalty: 5962.616699
	Iteration 25Q: 3 clusters Score -2.436016e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -24360332.000000 Penalty: 5962.616699
	Iteration 26Q: 3 clusters Score -2.436033e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -24360560.000000 Penalty: 5962.616699
	Iteration 27Q: 3 clusters Score -2.436056e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -24360694.000000 Penalty: 5962.616699
	Iteration 28Q: 3 clusters Score -2.436069e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -24360780.000000 Penalty: 5962.616699
	Iteration 29Q: 3 clusters Score -2.436078e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162047 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -24360914.000000 Penalty: 5962.616699
	Iteration 30Q: 3 clusters Score -2.436091e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162287 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -24360944.000000 Penalty: 5962.616699
	Iteration 31Q: 3 clusters Score -2.436094e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -24361064.000000 Penalty: 5962.616699
	Iteration 32Q: 3 clusters Score -2.436106e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162664 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -24361148.000000 Penalty: 5962.616699
	Iteration 33Q: 3 clusters Score -2.436115e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162820 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -24361142.000000 Penalty: 5962.616699
	Iteration 34Q: 3 clusters Score -2.436114e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -24361166.000000 Penalty: 5962.616699
	Iteration 35Q: 3 clusters Score -2.436117e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -24361168.000000 Penalty: 5962.616699
	Iteration 36Q: 3 clusters Score -2.436117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -24361160.000000 Penalty: 5962.616699
	Iteration 37Q: 3 clusters Score -2.436116e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -24361204.000000 Penalty: 5962.616699
	Iteration 38Q: 3 clusters Score -2.43612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -24361192.000000 Penalty: 5962.616699
	Iteration 39Q: 3 clusters Score -2.436119e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -24361232.000000 Penalty: 5962.616699
	Iteration 40F: 3 clusters Score -2.436123e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -24361224.000000 Penalty: 5962.616699
	Iteration 41Q: 3 clusters Score -2.436122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -24361208.000000 Penalty: 5962.616699
	Iteration 42Q: 3 clusters Score -2.436121e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -24361218.000000 Penalty: 5962.616699
	Iteration 43Q: 3 clusters Score -2.436122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -24361228.000000 Penalty: 5962.616699
	Iteration 44Q: 3 clusters Score -2.436123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -24361252.000000 Penalty: 5962.616699
	Iteration 45Q: 3 clusters Score -2.436125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24361236.000000 Penalty: 5962.616699
	Iteration 46Q: 3 clusters Score -2.436124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -24361242.000000 Penalty: 5962.616699
	Iteration 47Q: 3 clusters Score -2.436124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -24361246.000000 Penalty: 5962.616699
	Iteration 48Q: 3 clusters Score -2.436125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -24361268.000000 Penalty: 5962.616699
	Iteration 49Q: 3 clusters Score -2.436127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -24361260.000000 Penalty: 5962.616699
	Iteration 50Q: 3 clusters Score -2.436126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24361276.000000 Penalty: 5962.616699
	Iteration 51Q: 3 clusters Score -2.436128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -24361250.000000 Penalty: 5962.616699
	Iteration 52Q: 3 clusters Score -2.436125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -24361256.000000 Penalty: 5962.616699
	Iteration 53Q: 3 clusters Score -2.436126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -24361242.000000 Penalty: 5962.616699
	Iteration 54Q: 3 clusters Score -2.436124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -24361248.000000 Penalty: 5962.616699
	Iteration 55Q: 3 clusters Score -2.436125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -24361242.000000 Penalty: 5962.616699
	Iteration 56Q: 3 clusters Score -2.436124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163792 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -24361240.000000 Penalty: 5962.616699
	Iteration 57Q: 3 clusters Score -2.436124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -24361230.000000 Penalty: 5962.616699
	Iteration 58Q: 3 clusters Score -2.436123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -24361246.000000 Penalty: 5962.616699
	Iteration 59Q: 3 clusters Score -2.436125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -24361214.000000 Penalty: 5962.616699
	Iteration 60F: 3 clusters Score -2.436121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163836 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24361228.000000 Penalty: 5962.616699
	Iteration 61Q: 3 clusters Score -2.436123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -24361222.000000 Penalty: 5962.616699
	Iteration 62Q: 3 clusters Score -2.436122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24361204.000000 Penalty: 5962.616699
	Iteration 63Q: 3 clusters Score -2.43612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24361210.000000 Penalty: 5962.616699
	Iteration 64Q: 3 clusters Score -2.436121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -24361224.000000 Penalty: 5962.616699
	Iteration 65Q: 3 clusters Score -2.436122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24361228.000000 Penalty: 5962.616699
	Iteration 66Q: 3 clusters Score -2.436123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24361234.000000 Penalty: 5962.616699
	Iteration 67Q: 3 clusters Score -2.436123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -24361232.000000 Penalty: 5962.616699
	Iteration 68Q: 3 clusters Score -2.436123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -24361228.000000 Penalty: 5962.616699
	Iteration 69Q: 3 clusters Score -2.436123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -24361234.000000 Penalty: 5962.616699
	Iteration 70Q: 3 clusters Score -2.436123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -24361234.000000 Penalty: 5962.616699
	Iteration 71F: 3 clusters Score -2.436123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -79559.671875 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -79559.67 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 354 members 
Entering Unmasked Estep 
Score: -78155.820312 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -78155.82 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78703.468750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -78703.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78994.335938 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -78994.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79129.578125 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -79129.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -79177.625000 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -79177.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79221.062500 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -79221.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -79260.210938 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -79260.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79293.328125 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -79293.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79327.554688 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -79327.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79377.000000 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -79377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79400.875000 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -79400.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79408.234375 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -79408.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79416.507812 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -79416.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79419.210938 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -79419.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79420.851562 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -79420.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79420.851562 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -79420.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -358460.500000 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -358460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -355207.281250 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -355207.3 nChanged 1058
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: -356042.218750 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -356042.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -356449.875000 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -356449.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356694.187500 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -356694.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -356859.656250 Penalty: 3975.766113
	Iteration 4F: 3 clusters Score -356859.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -356972.562500 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -356972.6 nChanged 96
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: -357059.625000 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -357059.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -357142.750000 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -357142.8 nChanged 88
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: -357226.937500 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -357226.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -357293.718750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -357293.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -357345.718750 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -357345.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357407.406250 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -357407.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -357462.781250 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -357462.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -357525.437500 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -357525.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357583.906250 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -357583.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -357628.750000 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -357628.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -357670.437500 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -357670.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -357709.906250 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -357709.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -357750.437500 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -357750.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -357778.687500 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -357778.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -357815.250000 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -357815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -357854.937500 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -357854.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -357880.187500 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -357880.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -357908.031250 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -357908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -357943.000000 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -357943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -357968.718750 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -357968.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -357993.031250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -357993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -358011.718750 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -358011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -358025.062500 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -358025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -358033.968750 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -358034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -358041.062500 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -358041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -358042.593750 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -358042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -358045.937500 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -358045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -358045.937500 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -358045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -358048.093750 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -358048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -358050.062500 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -358050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -358051.125000 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -358051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -358053.593750 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -358053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -358055.750000 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -358055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -358057.125000 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -358057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -358057.875000 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -358057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (205776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205776 members 
Entering Unmasked Estep 
Score: -30081118.000000 Penalty: 3034.166748
	Iteration 0F: 2 clusters Score -3.008112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -29953754.000000 Penalty: 6068.333496
	Iteration 0F: 3 clusters Score -2.995375e+07 nChanged 98938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -30012262.000000 Penalty: 6068.333496
	Iteration 1F: 3 clusters Score -3.001226e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -30013498.000000 Penalty: 6068.333496
	Iteration 2Q: 3 clusters Score -3.00135e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -30015022.000000 Penalty: 6068.333496
	Iteration 3Q: 3 clusters Score -3.001502e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -30017422.000000 Penalty: 6068.333496
	Iteration 4Q: 3 clusters Score -3.001742e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -30020414.000000 Penalty: 6068.333496
	Iteration 5Q: 3 clusters Score -3.002041e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -30024678.000000 Penalty: 6068.333496
	Iteration 6Q: 3 clusters Score -3.002468e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -30031334.000000 Penalty: 6068.333496
	Iteration 7F: 3 clusters Score -3.003133e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119860 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -30040044.000000 Penalty: 6068.333496
	Iteration 8F: 3 clusters Score -3.004004e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -30049036.000000 Penalty: 6068.333496
	Iteration 9F: 3 clusters Score -3.004904e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -30055286.000000 Penalty: 6068.333496
	Iteration 10F: 3 clusters Score -3.005529e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -30057884.000000 Penalty: 6068.333496
	Iteration 11Q: 3 clusters Score -3.005788e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -30058840.000000 Penalty: 6068.333496
	Iteration 12Q: 3 clusters Score -3.005884e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -30059118.000000 Penalty: 6068.333496
	Iteration 13Q: 3 clusters Score -3.005912e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -30059352.000000 Penalty: 6068.333496
	Iteration 14Q: 3 clusters Score -3.005935e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -30059554.000000 Penalty: 6068.333496
	Iteration 15Q: 3 clusters Score -3.005955e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -30059704.000000 Penalty: 6068.333496
	Iteration 16Q: 3 clusters Score -3.00597e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -30059854.000000 Penalty: 6068.333496
	Iteration 17Q: 3 clusters Score -3.005985e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -30059912.000000 Penalty: 6068.333496
	Iteration 18Q: 3 clusters Score -3.005991e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126525 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -30059982.000000 Penalty: 6068.333496
	Iteration 19Q: 3 clusters Score -3.005998e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -30060042.000000 Penalty: 6068.333496
	Iteration 20F: 3 clusters Score -3.006004e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127030 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -30060164.000000 Penalty: 6068.333496
	Iteration 21Q: 3 clusters Score -3.006016e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -30060392.000000 Penalty: 6068.333496
	Iteration 22Q: 3 clusters Score -3.006039e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -30060512.000000 Penalty: 6068.333496
	Iteration 23Q: 3 clusters Score -3.006051e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -30060672.000000 Penalty: 6068.333496
	Iteration 24Q: 3 clusters Score -3.006067e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -30060674.000000 Penalty: 6068.333496
	Iteration 25Q: 3 clusters Score -3.006067e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -30060754.000000 Penalty: 6068.333496
	Iteration 26Q: 3 clusters Score -3.006075e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -30060732.000000 Penalty: 6068.333496
	Iteration 27Q: 3 clusters Score -3.006073e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -30060896.000000 Penalty: 6068.333496
	Iteration 28Q: 3 clusters Score -3.00609e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -30061008.000000 Penalty: 6068.333496
	Iteration 29Q: 3 clusters Score -3.006101e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -30061008.000000 Penalty: 6068.333496
	Iteration 30Q: 3 clusters Score -3.006101e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -30061114.000000 Penalty: 6068.333496
	Iteration 31Q: 3 clusters Score -3.006111e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -30061186.000000 Penalty: 6068.333496
	Iteration 32Q: 3 clusters Score -3.006119e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127432 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -30061270.000000 Penalty: 6068.333496
	Iteration 33Q: 3 clusters Score -3.006127e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -30061322.000000 Penalty: 6068.333496
	Iteration 34Q: 3 clusters Score -3.006132e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -30061460.000000 Penalty: 6068.333496
	Iteration 35Q: 3 clusters Score -3.006146e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -30061572.000000 Penalty: 6068.333496
	Iteration 36Q: 3 clusters Score -3.006157e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -30061664.000000 Penalty: 6068.333496
	Iteration 37Q: 3 clusters Score -3.006166e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -30061716.000000 Penalty: 6068.333496
	Iteration 38Q: 3 clusters Score -3.006172e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -30061804.000000 Penalty: 6068.333496
	Iteration 39Q: 3 clusters Score -3.00618e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -30062000.000000 Penalty: 6068.333496
	Iteration 40F: 3 clusters Score -3.0062e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -30061938.000000 Penalty: 6068.333496
	Iteration 41Q: 3 clusters Score -3.006194e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -30061866.000000 Penalty: 6068.333496
	Iteration 42Q: 3 clusters Score -3.006187e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124905 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -30061902.000000 Penalty: 6068.333496
	Iteration 43Q: 3 clusters Score -3.00619e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -30061944.000000 Penalty: 6068.333496
	Iteration 44Q: 3 clusters Score -3.006194e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -30062014.000000 Penalty: 6068.333496
	Iteration 45Q: 3 clusters Score -3.006201e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -30062170.000000 Penalty: 6068.333496
	Iteration 46Q: 3 clusters Score -3.006217e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -30062248.000000 Penalty: 6068.333496
	Iteration 47Q: 3 clusters Score -3.006225e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -30062254.000000 Penalty: 6068.333496
	Iteration 48Q: 3 clusters Score -3.006225e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -30062304.000000 Penalty: 6068.333496
	Iteration 49Q: 3 clusters Score -3.00623e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -30062440.000000 Penalty: 6068.333496
	Iteration 50Q: 3 clusters Score -3.006244e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -30062594.000000 Penalty: 6068.333496
	Iteration 51Q: 3 clusters Score -3.006259e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -30062668.000000 Penalty: 6068.333496
	Iteration 52Q: 3 clusters Score -3.006267e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -30062840.000000 Penalty: 6068.333496
	Iteration 53Q: 3 clusters Score -3.006284e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -30062924.000000 Penalty: 6068.333496
	Iteration 54Q: 3 clusters Score -3.006292e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -30063068.000000 Penalty: 6068.333496
	Iteration 55Q: 3 clusters Score -3.006307e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -30063276.000000 Penalty: 6068.333496
	Iteration 56Q: 3 clusters Score -3.006328e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -30063456.000000 Penalty: 6068.333496
	Iteration 57Q: 3 clusters Score -3.006346e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -30063606.000000 Penalty: 6068.333496
	Iteration 58Q: 3 clusters Score -3.006361e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -30063764.000000 Penalty: 6068.333496
	Iteration 59Q: 3 clusters Score -3.006376e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -30063852.000000 Penalty: 6068.333496
	Iteration 60F: 3 clusters Score -3.006385e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -30063990.000000 Penalty: 6068.333496
	Iteration 61Q: 3 clusters Score -3.006399e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3.006424e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112291 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.006432e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -30064368.000000 Penalty: 6068.333496
	Iteration 64Q: 3 clusters Score -3.006437e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -30064652.000000 Penalty: 6068.333496
	Iteration 65Q: 3 clusters Score -3.006465e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3.006487e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.006503e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.006512e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.006527e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.00655e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.006562e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.00659e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.006599e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.00661e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.006624e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.006641e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.006649e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.00666e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.006659e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3.006672e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.00668e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.00668e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.006687e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.0067e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.006705e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.006708e+07 nChanged 878
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.006714e+07 nChanged 836
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 118583 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.006721e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 119318 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.006729e+07 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.00673e+07 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 120773 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.006739e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 121561 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.006745e+07 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3.006751e+07 nChanged 746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.00675e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.006758e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.006765e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.006771e+07 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.00678e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 126959 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.006791e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3.006802e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.006808e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 129444 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.006814e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.006818e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.006846e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.006854e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.006857e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 134110 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.00686e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.006868e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.006873e+07 nChanged 1172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.006886e+07 nChanged 1185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.006895e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.006908e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 141150 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.00692e+07 nChanged 1376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.00693e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.006967e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.007005e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.00703e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.007059e+07 nChanged 1558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.007092e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 151474 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.007101e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.007133e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.007165e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 156430 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.007198e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.007235e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 159795 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.007275e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.00732e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.007359e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.007404e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 166723 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.007445e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.007494e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.007529e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.007569e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.00762e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.007675e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.007742e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 180193 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.007794e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.007873e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.007925e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.007959e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 189443 members 
Entering Unmasked Estep 
Score: -30080136.000000 Penalty: 6068.333496
	Iteration 140F: 3 clusters Score -3.008014e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 191730 members 
Entering Unmasked Estep 
Score: -30080620.000000 Penalty: 6068.333496
	Iteration 141Q: 3 clusters Score -3.008062e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 193932 members 
Entering Unmasked Estep 
Score: -30080990.000000 Penalty: 6068.333496
	Iteration 142Q: 3 clusters Score -3.008099e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 195952 members 
Entering Unmasked Estep 
Score: -30081082.000000 Penalty: 6068.333496
	Iteration 143Q: 3 clusters Score -3.008108e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 197685 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.008116e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.008101e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 200298 members 
Entering Unmasked Estep 
Score: -30080804.000000 Penalty: 6068.333496
	Iteration 146Q: 3 clusters Score -3.00808e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 201252 members 
Entering Unmasked Estep 
Score: -30080574.000000 Penalty: 6068.333496
	Iteration 147Q: 3 clusters Score -3.008057e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 201977 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.008039e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 202561 members 
Entering Unmasked Estep 
Score: -30080168.000000 Penalty: 6068.333496
	Iteration 149Q: 3 clusters Score -3.008017e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 203037 members 
Entering Unmasked Estep 
Score: -30079998.000000 Penalty: 6068.333496
	Iteration 150Q: 3 clusters Score -3.008e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 203416 members 
Entering Unmasked Estep 
Score: -30079898.000000 Penalty: 6068.333496
	Iteration 151Q: 3 clusters Score -3.00799e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 203725 members 
Entering Unmasked Estep 
Score: -30079766.000000 Penalty: 6068.333496
	Iteration 152Q: 3 clusters Score -3.007977e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 203970 members 
Entering Unmasked Estep 
Score: -30079688.000000 Penalty: 6068.333496
	Iteration 153Q: 3 clusters Score -3.007969e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -30079586.000000 Penalty: 6068.333496
	Iteration 154Q: 3 clusters Score -3.007959e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 204310 members 
Entering Unmasked Estep 
Score: -30079496.000000 Penalty: 6068.333496
	Iteration 155Q: 3 clusters Score -3.00795e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 204428 members 
Entering Unmasked Estep 
Score: -30079492.000000 Penalty: 6068.333496
	Iteration 156Q: 3 clusters Score -3.007949e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 204526 members 
Entering Unmasked Estep 
Score: -30079418.000000 Penalty: 6068.333496
	Iteration 157Q: 3 clusters Score -3.007942e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 204600 members 
Entering Unmasked Estep 
Score: -30079350.000000 Penalty: 6068.333496
	Iteration 158Q: 3 clusters Score -3.007935e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 204654 members 
Entering Unmasked Estep 
Score: -30079358.000000 Penalty: 6068.333496
	Iteration 159Q: 3 clusters Score -3.007936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -30079318.000000 Penalty: 6068.333496
	Iteration 160F: 3 clusters Score -3.007932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 204746 members 
Entering Unmasked Estep 
Score: -30079324.000000 Penalty: 6068.333496
	Iteration 161Q: 3 clusters Score -3.007932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -30079342.000000 Penalty: 6068.333496
	Iteration 162Q: 3 clusters Score -3.007934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 204814 members 
Entering Unmasked Estep 
Score: -30079334.000000 Penalty: 6068.333496
	Iteration 163Q: 3 clusters Score -3.007933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 204838 members 
Entering Unmasked Estep 
Score: -30079300.000000 Penalty: 6068.333496
	Iteration 164Q: 3 clusters Score -3.00793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -30079306.000000 Penalty: 6068.333496
	Iteration 165Q: 3 clusters Score -3.007931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 204891 members 
Entering Unmasked Estep 
Score: -30079286.000000 Penalty: 6068.333496
	Iteration 166Q: 3 clusters Score -3.007929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -30079278.000000 Penalty: 6068.333496
	Iteration 167Q: 3 clusters Score -3.007928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -30079320.000000 Penalty: 6068.333496
	Iteration 168Q: 3 clusters Score -3.007932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 204957 members 
Entering Unmasked Estep 
Score: -30079266.000000 Penalty: 6068.333496
	Iteration 169Q: 3 clusters Score -3.007927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 204972 members 
Entering Unmasked Estep 
Score: -30079246.000000 Penalty: 6068.333496
	Iteration 170Q: 3 clusters Score -3.007925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 204985 members 
Entering Unmasked Estep 
Score: -30079248.000000 Penalty: 6068.333496
	Iteration 171Q: 3 clusters Score -3.007925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -30079218.000000 Penalty: 6068.333496
	Iteration 172Q: 3 clusters Score -3.007922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 205002 members 
Entering Unmasked Estep 
Score: -30079242.000000 Penalty: 6068.333496
	Iteration 173Q: 3 clusters Score -3.007924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -30079228.000000 Penalty: 6068.333496
	Iteration 174Q: 3 clusters Score -3.007923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -30079220.000000 Penalty: 6068.333496
	Iteration 175Q: 3 clusters Score -3.007922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 205023 members 
Entering Unmasked Estep 
Score: -30079250.000000 Penalty: 6068.333496
	Iteration 176Q: 3 clusters Score -3.007925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 205026 members 
Entering Unmasked Estep 
Score: -30079240.000000 Penalty: 6068.333496
	Iteration 177Q: 3 clusters Score -3.007924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 205033 members 
Entering Unmasked Estep 
Score: -30079248.000000 Penalty: 6068.333496
	Iteration 178Q: 3 clusters Score -3.007925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 205037 members 
Entering Unmasked Estep 
Score: -30079244.000000 Penalty: 6068.333496
	Iteration 179Q: 3 clusters Score -3.007924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 205042 members 
Entering Unmasked Estep 
Score: -30079236.000000 Penalty: 6068.333496
	Iteration 180F: 3 clusters Score -3.007924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 205046 members 
Entering Unmasked Estep 
Score: -30079228.000000 Penalty: 6068.333496
	Iteration 181Q: 3 clusters Score -3.007923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 205050 members 
Entering Unmasked Estep 
Score: -30079220.000000 Penalty: 6068.333496
	Iteration 182Q: 3 clusters Score -3.007922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 205055 members 
Entering Unmasked Estep 
Score: -30079216.000000 Penalty: 6068.333496
	Iteration 183Q: 3 clusters Score -3.007922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 205061 members 
Entering Unmasked Estep 
Score: -30079220.000000 Penalty: 6068.333496
	Iteration 184Q: 3 clusters Score -3.007922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 205070 members 
Entering Unmasked Estep 
Score: -30079236.000000 Penalty: 6068.333496
	Iteration 185Q: 3 clusters Score -3.007924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 205082 members 
Entering Unmasked Estep 
Score: -30079218.000000 Penalty: 6068.333496
	Iteration 186Q: 3 clusters Score -3.007922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 205089 members 
Entering Unmasked Estep 
Score: -30079186.000000 Penalty: 6068.333496
	Iteration 187Q: 3 clusters Score -3.007919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 205095 members 
Entering Unmasked Estep 
Score: -30079188.000000 Penalty: 6068.333496
	Iteration 188Q: 3 clusters Score -3.007919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -30079184.000000 Penalty: 6068.333496
	Iteration 189Q: 3 clusters Score -3.007918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 205103 members 
Entering Unmasked Estep 
Score: -30079182.000000 Penalty: 6068.333496
	Iteration 190Q: 3 clusters Score -3.007918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 205106 members 
Entering Unmasked Estep 
Score: -30079198.000000 Penalty: 6068.333496
	Iteration 191Q: 3 clusters Score -3.00792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 205108 members 
Entering Unmasked Estep 
Score: -30079202.000000 Penalty: 6068.333496
	Iteration 192Q: 3 clusters Score -3.00792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 205110 members 
Entering Unmasked Estep 
Score: -30079212.000000 Penalty: 6068.333496
	Iteration 193Q: 3 clusters Score -3.007921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 205112 members 
Entering Unmasked Estep 
Score: -30079196.000000 Penalty: 6068.333496
	Iteration 194Q: 3 clusters Score -3.00792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -30079190.000000 Penalty: 6068.333496
	Iteration 195Q: 3 clusters Score -3.007919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 205115 members 
Entering Unmasked Estep 
Score: -30079186.000000 Penalty: 6068.333496
	Iteration 196Q: 3 clusters Score -3.007919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 205119 members 
Entering Unmasked Estep 
Score: -30079176.000000 Penalty: 6068.333496
	Iteration 197Q: 3 clusters Score -3.007918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 205122 members 
Entering Unmasked Estep 
Score: -30079180.000000 Penalty: 6068.333496
	Iteration 198Q: 3 clusters Score -3.007918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 205122 members 
Entering Unmasked Estep 
Score: -30079160.000000 Penalty: 6068.333496
	Iteration 199Q: 3 clusters Score -3.007916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 205123 members 
Entering Unmasked Estep 
Score: -30079164.000000 Penalty: 6068.333496
	Iteration 200F: 3 clusters Score -3.007916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 205126 members 
Entering Unmasked Estep 
Score: -30079194.000000 Penalty: 6068.333496
	Iteration 201Q: 3 clusters Score -3.007919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -30079166.000000 Penalty: 6068.333496
	Iteration 202Q: 3 clusters Score -3.007917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 205131 members 
Entering Unmasked Estep 
Score: -30079178.000000 Penalty: 6068.333496
	Iteration 203Q: 3 clusters Score -3.007918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 205134 members 
Entering Unmasked Estep 
Score: -30079178.000000 Penalty: 6068.333496
	Iteration 204Q: 3 clusters Score -3.007918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 205133 members 
Entering Unmasked Estep 
Score: -30079186.000000 Penalty: 6068.333496
	Iteration 205Q: 3 clusters Score -3.007919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 205135 members 
Entering Unmasked Estep 
Score: -30079172.000000 Penalty: 6068.333496
	Iteration 206Q: 3 clusters Score -3.007917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 205138 members 
Entering Unmasked Estep 
Score: -30079162.000000 Penalty: 6068.333496
	Iteration 207Q: 3 clusters Score -3.007916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 205141 members 
Entering Unmasked Estep 
Score: -30079154.000000 Penalty: 6068.333496
	Iteration 208Q: 3 clusters Score -3.007915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 205142 members 
Entering Unmasked Estep 
Score: -30079146.000000 Penalty: 6068.333496
	Iteration 209Q: 3 clusters Score -3.007915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -30079156.000000 Penalty: 6068.333496
	Iteration 210Q: 3 clusters Score -3.007916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 205143 members 
Entering Unmasked Estep 
Score: -30079170.000000 Penalty: 6068.333496
	Iteration 211Q: 3 clusters Score -3.007917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -30079158.000000 Penalty: 6068.333496
	Iteration 212Q: 3 clusters Score -3.007916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 205145 members 
Entering Unmasked Estep 
Score: -30079146.000000 Penalty: 6068.333496
	Iteration 213Q: 3 clusters Score -3.007915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 205145 members 
Entering Unmasked Estep 
Score: -30079146.000000 Penalty: 6068.333496
	Iteration 214F: 3 clusters Score -3.007915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -591771.500000 Penalty: 2064.134521
	Iteration 0F: 2 clusters Score -591771.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -587772.437500 Penalty: 4128.269043
	Iteration 0F: 3 clusters Score -587772.4 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -588594.562500 Penalty: 4128.269043
	Iteration 1F: 3 clusters Score -588594.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -588776.312500 Penalty: 4128.269043
	Iteration 2F: 3 clusters Score -588776.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -588892.500000 Penalty: 4128.269043
	Iteration 3F: 3 clusters Score -588892.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -588958.062500 Penalty: 4128.269043
	Iteration 4Q: 3 clusters Score -588958.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -589009.937500 Penalty: 4128.269043
	Iteration 5Q: 3 clusters Score -589009.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -589050.812500 Penalty: 4128.269043
	Iteration 6Q: 3 clusters Score -589050.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -589091.250000 Penalty: 4128.269043
	Iteration 7Q: 3 clusters Score -589091.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -589127.062500 Penalty: 4128.269043
	Iteration 8Q: 3 clusters Score -589127.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -589165.500000 Penalty: 4128.269043
	Iteration 9Q: 3 clusters Score -589165.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -589191.687500 Penalty: 4128.269043
	Iteration 10Q: 3 clusters Score -589191.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -589224.875000 Penalty: 4128.269043
	Iteration 11Q: 3 clusters Score -589224.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -589248.125000 Penalty: 4128.269043
	Iteration 12Q: 3 clusters Score -589248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -589264.000000 Penalty: 4128.269043
	Iteration 13Q: 3 clusters Score -589264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -589275.312500 Penalty: 4128.269043
	Iteration 14Q: 3 clusters Score -589275.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -589289.187500 Penalty: 4128.269043
	Iteration 15Q: 3 clusters Score -589289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -589296.375000 Penalty: 4128.269043
	Iteration 16Q: 3 clusters Score -589296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -589303.000000 Penalty: 4128.269043
	Iteration 17Q: 3 clusters Score -589303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -589307.812500 Penalty: 4128.269043
	Iteration 18Q: 3 clusters Score -589307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -589311.062500 Penalty: 4128.269043
	Iteration 19Q: 3 clusters Score -589311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -589315.937500 Penalty: 4128.269043
	Iteration 20F: 3 clusters Score -589315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -589318.500000 Penalty: 4128.269043
	Iteration 21Q: 3 clusters Score -589318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -589323.812500 Penalty: 4128.269043
	Iteration 22Q: 3 clusters Score -589323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -589328.312500 Penalty: 4128.269043
	Iteration 23Q: 3 clusters Score -589328.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -589333.750000 Penalty: 4128.269043
	Iteration 24Q: 3 clusters Score -589333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -589338.875000 Penalty: 4128.269043
	Iteration 25Q: 3 clusters Score -589338.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -589342.687500 Penalty: 4128.269043
	Iteration 26Q: 3 clusters Score -589342.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -589346.250000 Penalty: 4128.269043
	Iteration 27Q: 3 clusters Score -589346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -589351.250000 Penalty: 4128.269043
	Iteration 28Q: 3 clusters Score -589351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -589354.937500 Penalty: 4128.269043
	Iteration 29Q: 3 clusters Score -589354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -589362.375000 Penalty: 4128.269043
	Iteration 30Q: 3 clusters Score -589362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -589366.687500 Penalty: 4128.269043
	Iteration 31Q: 3 clusters Score -589366.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -589372.250000 Penalty: 4128.269043
	Iteration 32Q: 3 clusters Score -589372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -589377.062500 Penalty: 4128.269043
	Iteration 33Q: 3 clusters Score -589377.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -589381.687500 Penalty: 4128.269043
	Iteration 34Q: 3 clusters Score -589381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -589386.062500 Penalty: 4128.269043
	Iteration 35Q: 3 clusters Score -589386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -589390.000000 Penalty: 4128.269043
	Iteration 36Q: 3 clusters Score -589390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -589392.750000 Penalty: 4128.269043
	Iteration 37Q: 3 clusters Score -589392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -589395.250000 Penalty: 4128.269043
	Iteration 38Q: 3 clusters Score -589395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -589397.125000 Penalty: 4128.269043
	Iteration 39Q: 3 clusters Score -589397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -589398.062500 Penalty: 4128.269043
	Iteration 40F: 3 clusters Score -589398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -589399.562500 Penalty: 4128.269043
	Iteration 41Q: 3 clusters Score -589399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -589401.187500 Penalty: 4128.269043
	Iteration 42Q: 3 clusters Score -589401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -589403.937500 Penalty: 4128.269043
	Iteration 43Q: 3 clusters Score -589403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -589407.875000 Penalty: 4128.269043
	Iteration 44Q: 3 clusters Score -589407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -589414.437500 Penalty: 4128.269043
	Iteration 45Q: 3 clusters Score -589414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -589422.687500 Penalty: 4128.269043
	Iteration 46Q: 3 clusters Score -589422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -589432.375000 Penalty: 4128.269043
	Iteration 47Q: 3 clusters Score -589432.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -589442.750000 Penalty: 4128.269043
	Iteration 48Q: 3 clusters Score -589442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -589448.875000 Penalty: 4128.269043
	Iteration 49Q: 3 clusters Score -589448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -589451.000000 Penalty: 4128.269043
	Iteration 50Q: 3 clusters Score -589451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -589455.187500 Penalty: 4128.269043
	Iteration 51Q: 3 clusters Score -589455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -589458.375000 Penalty: 4128.269043
	Iteration 52Q: 3 clusters Score -589458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -589461.250000 Penalty: 4128.269043
	Iteration 53Q: 3 clusters Score -589461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -589465.687500 Penalty: 4128.269043
	Iteration 54Q: 3 clusters Score -589465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -589470.375000 Penalty: 4128.269043
	Iteration 55Q: 3 clusters Score -589470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -589473.937500 Penalty: 4128.269043
	Iteration 56Q: 3 clusters Score -589473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -589477.562500 Penalty: 4128.269043
	Iteration 57Q: 3 clusters Score -589477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -589480.562500 Penalty: 4128.269043
	Iteration 58Q: 3 clusters Score -589480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -589482.250000 Penalty: 4128.269043
	Iteration 59Q: 3 clusters Score -589482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -589484.125000 Penalty: 4128.269043
	Iteration 60F: 3 clusters Score -589484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -589485.500000 Penalty: 4128.269043
	Iteration 61Q: 3 clusters Score -589485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -589487.625000 Penalty: 4128.269043
	Iteration 62Q: 3 clusters Score -589487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -589487.562500 Penalty: 4128.269043
	Iteration 63Q: 3 clusters Score -589487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -589491.562500 Penalty: 4128.269043
	Iteration 64Q: 3 clusters Score -589491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -589491.250000 Penalty: 4128.269043
	Iteration 65Q: 3 clusters Score -589491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -589492.875000 Penalty: 4128.269043
	Iteration 66Q: 3 clusters Score -589492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -589494.000000 Penalty: 4128.269043
	Iteration 67Q: 3 clusters Score -589494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -589494.125000 Penalty: 4128.269043
	Iteration 68Q: 3 clusters Score -589494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -589494.125000 Penalty: 4128.269043
	Iteration 69F: 3 clusters Score -589494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -135727.015625 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -135727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133863.843750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -133863.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134496.218750 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -134496.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135088.937500 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -135088.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135674.312500 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -135674.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136103.843750 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -136103.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136363.343750 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -136363.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136706.562500 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -136706.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137050.437500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -137050.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137301.531250 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -137301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137344.609375 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -137344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137378.515625 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -137378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137448.109375 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -137448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137762.937500 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -137762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137849.437500 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -137849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137849.437500 Penalty: 3444.745361
	Iteration 14F: 3 clusters Score -137849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 40443 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105736 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51962 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166276 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205776 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 476 members 
Entering Unmasked Estep 
Score: -128949984.000000 Penalty: 98646.656250
Splitting cluster 26 changes total score from -128949432.000000 to -128949984.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -1626610.000000 Penalty: 2337.672119
	Iteration 0F: 2 clusters Score -1626610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1617424.000000 Penalty: 4675.344238
	Iteration 0F: 3 clusters Score -1617424 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1620228.125000 Penalty: 4675.344238
	Iteration 1F: 3 clusters Score -1620228 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1620634.250000 Penalty: 4675.344238
	Iteration 2F: 3 clusters Score -1620634 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1620960.375000 Penalty: 4675.344238
	Iteration 3F: 3 clusters Score -1620960 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1621231.500000 Penalty: 4675.344238
	Iteration 4Q: 3 clusters Score -1621232 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1621442.250000 Penalty: 4675.344238
	Iteration 5Q: 3 clusters Score -1621442 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1621605.125000 Penalty: 4675.344238
	Iteration 6Q: 3 clusters Score -1621605 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1621777.250000 Penalty: 4675.344238
	Iteration 7Q: 3 clusters Score -1621777 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1621927.750000 Penalty: 4675.344238
	Iteration 8Q: 3 clusters Score -1621928 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1622100.125000 Penalty: 4675.344238
	Iteration 9Q: 3 clusters Score -1622100 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1622246.125000 Penalty: 4675.344238
	Iteration 10Q: 3 clusters Score -1622246 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1622405.000000 Penalty: 4675.344238
	Iteration 11Q: 3 clusters Score -1622405 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1622561.125000 Penalty: 4675.344238
	Iteration 12Q: 3 clusters Score -1622561 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1622708.375000 Penalty: 4675.344238
	Iteration 13Q: 3 clusters Score -1622708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1622817.500000 Penalty: 4675.344238
	Iteration 14Q: 3 clusters Score -1622818 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1622922.375000 Penalty: 4675.344238
	Iteration 15Q: 3 clusters Score -1622922 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1623023.500000 Penalty: 4675.344238
	Iteration 16Q: 3 clusters Score -1623024 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1623126.875000 Penalty: 4675.344238
	Iteration 17Q: 3 clusters Score -1623127 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1623257.125000 Penalty: 4675.344238
	Iteration 18Q: 3 clusters Score -1623257 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1623393.625000 Penalty: 4675.344238
	Iteration 19Q: 3 clusters Score -1623394 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1623560.375000 Penalty: 4675.344238
	Iteration 20F: 3 clusters Score -1623560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1623704.500000 Penalty: 4675.344238
	Iteration 21Q: 3 clusters Score -1623704 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1623840.250000 Penalty: 4675.344238
	Iteration 22Q: 3 clusters Score -1623840 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1623952.250000 Penalty: 4675.344238
	Iteration 23Q: 3 clusters Score -1623952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1624052.000000 Penalty: 4675.344238
	Iteration 24Q: 3 clusters Score -1624052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1624141.250000 Penalty: 4675.344238
	Iteration 25Q: 3 clusters Score -1624141 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1624199.250000 Penalty: 4675.344238
	Iteration 26Q: 3 clusters Score -1624199 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1624248.000000 Penalty: 4675.344238
	Iteration 27Q: 3 clusters Score -1624248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1624297.625000 Penalty: 4675.344238
	Iteration 28Q: 3 clusters Score -1624298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1624335.750000 Penalty: 4675.344238
	Iteration 29Q: 3 clusters Score -1624336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1624365.125000 Penalty: 4675.344238
	Iteration 30Q: 3 clusters Score -1624365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1624402.625000 Penalty: 4675.344238
	Iteration 31Q: 3 clusters Score -1624403 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1624424.000000 Penalty: 4675.344238
	Iteration 32Q: 3 clusters Score -1624424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1624439.500000 Penalty: 4675.344238
	Iteration 33Q: 3 clusters Score -1624440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1624459.000000 Penalty: 4675.344238
	Iteration 34Q: 3 clusters Score -1624459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1624481.750000 Penalty: 4675.344238
	Iteration 35Q: 3 clusters Score -1624482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1624492.250000 Penalty: 4675.344238
	Iteration 36Q: 3 clusters Score -1624492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1624505.875000 Penalty: 4675.344238
	Iteration 37Q: 3 clusters Score -1624506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1624518.500000 Penalty: 4675.344238
	Iteration 38Q: 3 clusters Score -1624518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1624528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1624537.375000 Penalty: 4675.344238
	Iteration 40F: 3 clusters Score -1624537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1624553.625000 Penalty: 4675.344238
	Iteration 41Q: 3 clusters Score -1624554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1624557.625000 Penalty: 4675.344238
	Iteration 42Q: 3 clusters Score -1624558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1624558.250000 Penalty: 4675.344238
	Iteration 43Q: 3 clusters Score -1624558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1624566.375000 Penalty: 4675.344238
	Iteration 44Q: 3 clusters Score -1624566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1624569.000000 Penalty: 4675.344238
	Iteration 45Q: 3 clusters Score -1624569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1624577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1624580.250000 Penalty: 4675.344238
	Iteration 47Q: 3 clusters Score -1624580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1624585.625000 Penalty: 4675.344238
	Iteration 48Q: 3 clusters Score -1624586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1624588.000000 Penalty: 4675.344238
	Iteration 49Q: 3 clusters Score -1624588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1624587.250000 Penalty: 4675.344238
	Iteration 50Q: 3 clusters Score -1624587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1624589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1624594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1624600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1624605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1624606.750000 Penalty: 4675.344238
	Iteration 55Q: 3 clusters Score -1624607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1624611.750000 Penalty: 4675.344238
	Iteration 56Q: 3 clusters Score -1624612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1624611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1624616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1624619.875000 Penalty: 4675.344238
	Iteration 59Q: 3 clusters Score -1624620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1624633.000000 Penalty: 4675.344238
	Iteration 60F: 3 clusters Score -1624633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1624637.250000 Penalty: 4675.344238
	Iteration 61Q: 3 clusters Score -1624637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1624640.125000 Penalty: 4675.344238
	Iteration 62Q: 3 clusters Score -1624640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1624645.250000 Penalty: 4675.344238
	Iteration 63Q: 3 clusters Score -1624645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1624655.250000 Penalty: 4675.344238
	Iteration 64Q: 3 clusters Score -1624655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1624656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1624668.125000 Penalty: 4675.344238
	Iteration 66Q: 3 clusters Score -1624668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1624674.000000 Penalty: 4675.344238
	Iteration 67Q: 3 clusters Score -1624674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1624686.625000 Penalty: 4675.344238
	Iteration 68Q: 3 clusters Score -1624687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1624695.625000 Penalty: 4675.344238
	Iteration 69Q: 3 clusters Score -1624696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1624700.125000 Penalty: 4675.344238
	Iteration 70Q: 3 clusters Score -1624700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1624704.375000 Penalty: 4675.344238
	Iteration 71Q: 3 clusters Score -1624704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1624710.125000 Penalty: 4675.344238
	Iteration 72Q: 3 clusters Score -1624710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1624722.125000 Penalty: 4675.344238
	Iteration 73Q: 3 clusters Score -1624722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1624734.875000 Penalty: 4675.344238
	Iteration 74Q: 3 clusters Score -1624735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1624743.875000 Penalty: 4675.344238
	Iteration 75Q: 3 clusters Score -1624744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1624749.500000 Penalty: 4675.344238
	Iteration 76Q: 3 clusters Score -1624750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1624757.875000 Penalty: 4675.344238
	Iteration 77Q: 3 clusters Score -1624758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1624769.000000 Penalty: 4675.344238
	Iteration 78Q: 3 clusters Score -1624769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1624776.875000 Penalty: 4675.344238
	Iteration 79Q: 3 clusters Score -1624777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1624787.750000 Penalty: 4675.344238
	Iteration 80F: 3 clusters Score -1624788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1624798.625000 Penalty: 4675.344238
	Iteration 81Q: 3 clusters Score -1624799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1624805.625000 Penalty: 4675.344238
	Iteration 82Q: 3 clusters Score -1624806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1624812.875000 Penalty: 4675.344238
	Iteration 83Q: 3 clusters Score -1624813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1624818.625000 Penalty: 4675.344238
	Iteration 84Q: 3 clusters Score -1624819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1624825.000000 Penalty: 4675.344238
	Iteration 85Q: 3 clusters Score -1624825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1624827.000000 Penalty: 4675.344238
	Iteration 86Q: 3 clusters Score -1624827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1624831.250000 Penalty: 4675.344238
	Iteration 87Q: 3 clusters Score -1624831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1624830.875000 Penalty: 4675.344238
	Iteration 88Q: 3 clusters Score -1624831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1624829.750000 Penalty: 4675.344238
	Iteration 89Q: 3 clusters Score -1624830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1624837.250000 Penalty: 4675.344238
	Iteration 90Q: 3 clusters Score -1624837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1624838.250000 Penalty: 4675.344238
	Iteration 91Q: 3 clusters Score -1624838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1624843.375000 Penalty: 4675.344238
	Iteration 92Q: 3 clusters Score -1624843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1624846.000000 Penalty: 4675.344238
	Iteration 93Q: 3 clusters Score -1624846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1624856.375000 Penalty: 4675.344238
	Iteration 94Q: 3 clusters Score -1624856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1624860.625000 Penalty: 4675.344238
	Iteration 95Q: 3 clusters Score -1624861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1624866.750000 Penalty: 4675.344238
	Iteration 96Q: 3 clusters Score -1624867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1624870.250000 Penalty: 4675.344238
	Iteration 97Q: 3 clusters Score -1624870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1624875.250000 Penalty: 4675.344238
	Iteration 98Q: 3 clusters Score -1624875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1624887.000000 Penalty: 4675.344238
	Iteration 99Q: 3 clusters Score -1624887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1624891.000000 Penalty: 4675.344238
	Iteration 100F: 3 clusters Score -1624891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1624895.750000 Penalty: 4675.344238
	Iteration 101Q: 3 clusters Score -1624896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1624908.750000 Penalty: 4675.344238
	Iteration 102Q: 3 clusters Score -1624909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1624919.125000 Penalty: 4675.344238
	Iteration 103Q: 3 clusters Score -1624919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1624930.375000 Penalty: 4675.344238
	Iteration 104Q: 3 clusters Score -1624930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1624937.750000 Penalty: 4675.344238
	Iteration 105Q: 3 clusters Score -1624938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1624951.000000 Penalty: 4675.344238
	Iteration 106Q: 3 clusters Score -1624951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1624961.375000 Penalty: 4675.344238
	Iteration 107Q: 3 clusters Score -1624961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1624975.625000 Penalty: 4675.344238
	Iteration 108Q: 3 clusters Score -1624976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1624984.375000 Penalty: 4675.344238
	Iteration 109Q: 3 clusters Score -1624984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1624997.750000 Penalty: 4675.344238
	Iteration 110Q: 3 clusters Score -1624998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1625002.000000 Penalty: 4675.344238
	Iteration 111Q: 3 clusters Score -1625002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1625012.375000 Penalty: 4675.344238
	Iteration 112Q: 3 clusters Score -1625012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1625021.875000 Penalty: 4675.344238
	Iteration 113Q: 3 clusters Score -1625022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1625028.625000 Penalty: 4675.344238
	Iteration 114Q: 3 clusters Score -1625029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1625033.500000 Penalty: 4675.344238
	Iteration 115Q: 3 clusters Score -1625034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1625037.625000 Penalty: 4675.344238
	Iteration 116Q: 3 clusters Score -1625038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1625037.750000 Penalty: 4675.344238
	Iteration 117Q: 3 clusters Score -1625038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1625043.375000 Penalty: 4675.344238
	Iteration 118Q: 3 clusters Score -1625043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1625041.000000 Penalty: 4675.344238
	Iteration 119Q: 3 clusters Score -1625041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1625043.000000 Penalty: 4675.344238
	Iteration 120F: 3 clusters Score -1625043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1625048.250000 Penalty: 4675.344238
	Iteration 121Q: 3 clusters Score -1625048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1625053.125000 Penalty: 4675.344238
	Iteration 122Q: 3 clusters Score -1625053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1625055.750000 Penalty: 4675.344238
	Iteration 123Q: 3 clusters Score -1625056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1625058.250000 Penalty: 4675.344238
	Iteration 124Q: 3 clusters Score -1625058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1625055.875000 Penalty: 4675.344238
	Iteration 125Q: 3 clusters Score -1625056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1625060.500000 Penalty: 4675.344238
	Iteration 126Q: 3 clusters Score -1625060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1625064.750000 Penalty: 4675.344238
	Iteration 127Q: 3 clusters Score -1625065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1625065.625000 Penalty: 4675.344238
	Iteration 128Q: 3 clusters Score -1625066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1625063.375000 Penalty: 4675.344238
	Iteration 129Q: 3 clusters Score -1625063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1625064.500000 Penalty: 4675.344238
	Iteration 130Q: 3 clusters Score -1625064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1625064.500000 Penalty: 4675.344238
	Iteration 131F: 3 clusters Score -1625064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33777.214844 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33777.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32547.341797 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32547.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32783.210938 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32783.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32990.468750 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32990.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33048.917969 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33048.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33093.722656 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33093.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33112.238281 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33112.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33118.847656 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33118.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33118.847656 Penalty: 2829.076172
	Iteration 7F: 3 clusters Score -33118.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 40443 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105736 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51962 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 166276 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 205776 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950080.000000 Penalty: 98646.656250
Iteration 159Q: 30 clusters Score -1.289501e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28857 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 40439 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105735 members 
Mstep: Class 12 contains 39790 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 15272 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51968 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166252 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 205780 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 12411 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950312.000000 Penalty: 98646.656250
Iteration 160F: 30 clusters Score -1.289503e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 28865 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 40429 members 
Mstep: Class 8 contains 29457 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105737 members 
Mstep: Class 12 contains 39795 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51980 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166216 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 205783 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 595 members 
Mstep: Class 27 contains 12410 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950576.000000 Penalty: 98646.656250
Iteration 161Q: 30 clusters Score -1.289506e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 28871 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 29455 members 
Mstep: Class 9 contains 44122 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105730 members 
Mstep: Class 12 contains 39799 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 51988 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166188 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3033 members 
Mstep: Class 24 contains 205785 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 12410 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950608.000000 Penalty: 98646.656250
Iteration 162Q: 30 clusters Score -1.289506e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 28877 members 
Mstep: Class 6 contains 30808 members 
Mstep: Class 7 contains 40418 members 
Mstep: Class 8 contains 29452 members 
Mstep: Class 9 contains 44119 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105728 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 52003 members 
Mstep: Class 19 contains 7831 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166157 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 205780 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 12411 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950520.000000 Penalty: 98646.656250
Iteration 163Q: 30 clusters Score -1.289505e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28883 members 
Mstep: Class 6 contains 30806 members 
Mstep: Class 7 contains 40416 members 
Mstep: Class 8 contains 29447 members 
Mstep: Class 9 contains 44117 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105742 members 
Mstep: Class 12 contains 39806 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 52010 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166135 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 205764 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 12413 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950392.000000 Penalty: 98646.656250
Iteration 164Q: 30 clusters Score -1.289504e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28889 members 
Mstep: Class 6 contains 30804 members 
Mstep: Class 7 contains 40413 members 
Mstep: Class 8 contains 29444 members 
Mstep: Class 9 contains 44117 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105757 members 
Mstep: Class 12 contains 39808 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 15281 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 52019 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166101 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 205760 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 12413 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950480.000000 Penalty: 98646.656250
Iteration 165Q: 30 clusters Score -1.289505e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28895 members 
Mstep: Class 6 contains 30803 members 
Mstep: Class 7 contains 40412 members 
Mstep: Class 8 contains 29437 members 
Mstep: Class 9 contains 44111 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105767 members 
Mstep: Class 12 contains 39804 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 15281 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25475 members 
Mstep: Class 18 contains 52039 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166075 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 205746 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950448.000000 Penalty: 98646.656250
Iteration 166Q: 30 clusters Score -1.289504e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28901 members 
Mstep: Class 6 contains 30800 members 
Mstep: Class 7 contains 40403 members 
Mstep: Class 8 contains 29433 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105782 members 
Mstep: Class 12 contains 39802 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15282 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25476 members 
Mstep: Class 18 contains 52062 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166049 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205730 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950528.000000 Penalty: 98646.656250
Iteration 167Q: 30 clusters Score -1.289505e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28906 members 
Mstep: Class 6 contains 30800 members 
Mstep: Class 7 contains 40395 members 
Mstep: Class 8 contains 29431 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105799 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15284 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 52078 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166025 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205710 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950584.000000 Penalty: 98646.656250
Iteration 168Q: 30 clusters Score -1.289506e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28912 members 
Mstep: Class 6 contains 30800 members 
Mstep: Class 7 contains 40380 members 
Mstep: Class 8 contains 29432 members 
Mstep: Class 9 contains 44099 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105815 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15286 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 52093 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 166000 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 205698 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950648.000000 Penalty: 98646.656250
Iteration 169Q: 30 clusters Score -1.289506e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28918 members 
Mstep: Class 6 contains 30801 members 
Mstep: Class 7 contains 40365 members 
Mstep: Class 8 contains 29427 members 
Mstep: Class 9 contains 44097 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105829 members 
Mstep: Class 12 contains 39802 members 
Mstep: Class 13 contains 10887 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15288 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 52103 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 165977 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205691 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 677 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950672.000000 Penalty: 98646.656250
Iteration 170Q: 30 clusters Score -1.289507e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28929 members 
Mstep: Class 6 contains 30802 members 
Mstep: Class 7 contains 40342 members 
Mstep: Class 8 contains 29422 members 
Mstep: Class 9 contains 44096 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 105841 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 10888 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 15295 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25475 members 
Mstep: Class 18 contains 52115 members 
Mstep: Class 19 contains 7884 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 165948 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205683 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950760.000000 Penalty: 98646.656250
Iteration 171Q: 30 clusters Score -1.289508e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28936 members 
Mstep: Class 6 contains 30801 members 
Mstep: Class 7 contains 40322 members 
Mstep: Class 8 contains 29420 members 
Mstep: Class 9 contains 44093 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 105850 members 
Mstep: Class 12 contains 39802 members 
Mstep: Class 13 contains 10893 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 15300 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25475 members 
Mstep: Class 18 contains 52127 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 165931 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205667 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950736.000000 Penalty: 98646.656250
Iteration 172Q: 30 clusters Score -1.289507e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28938 members 
Mstep: Class 6 contains 30798 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 29414 members 
Mstep: Class 9 contains 44086 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 105857 members 
Mstep: Class 12 contains 39799 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15307 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25476 members 
Mstep: Class 18 contains 52148 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 165913 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205660 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 701 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950672.000000 Penalty: 98646.656250
Iteration 173Q: 30 clusters Score -1.289507e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28941 members 
Mstep: Class 6 contains 30794 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 29409 members 
Mstep: Class 9 contains 44082 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 105866 members 
Mstep: Class 12 contains 39799 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15313 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 52167 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 165887 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205648 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950792.000000 Penalty: 98646.656250
Iteration 174Q: 30 clusters Score -1.289508e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28942 members 
Mstep: Class 6 contains 30795 members 
Mstep: Class 7 contains 40287 members 
Mstep: Class 8 contains 29402 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 105870 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15316 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 52184 members 
Mstep: Class 19 contains 7932 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 165864 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205645 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950736.000000 Penalty: 98646.656250
Iteration 175Q: 30 clusters Score -1.289507e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28950 members 
Mstep: Class 6 contains 30792 members 
Mstep: Class 7 contains 40283 members 
Mstep: Class 8 contains 29392 members 
Mstep: Class 9 contains 44067 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 105880 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15321 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25482 members 
Mstep: Class 18 contains 52204 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 165834 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205643 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950712.000000 Penalty: 98646.656250
Iteration 176Q: 30 clusters Score -1.289507e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28954 members 
Mstep: Class 6 contains 30790 members 
Mstep: Class 7 contains 40284 members 
Mstep: Class 8 contains 29384 members 
Mstep: Class 9 contains 44057 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 105881 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 52219 members 
Mstep: Class 19 contains 7963 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 165803 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205652 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950712.000000 Penalty: 98646.656250
Iteration 177Q: 30 clusters Score -1.289507e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28956 members 
Mstep: Class 6 contains 30789 members 
Mstep: Class 7 contains 40282 members 
Mstep: Class 8 contains 29377 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 39800 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25483 members 
Mstep: Class 18 contains 52227 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 165781 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205657 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950648.000000 Penalty: 98646.656250
Iteration 178Q: 30 clusters Score -1.289506e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 30787 members 
Mstep: Class 7 contains 40281 members 
Mstep: Class 8 contains 29373 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105895 members 
Mstep: Class 12 contains 39799 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15325 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25484 members 
Mstep: Class 18 contains 52231 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 165762 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205661 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950696.000000 Penalty: 98646.656250
Iteration 179Q: 30 clusters Score -1.289507e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 30786 members 
Mstep: Class 7 contains 40277 members 
Mstep: Class 8 contains 29372 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105895 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 25487 members 
Mstep: Class 18 contains 52236 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 165738 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205668 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950928.000000 Penalty: 98646.656250
Iteration 180F: 30 clusters Score -1.289509e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28957 members 
Mstep: Class 6 contains 30783 members 
Mstep: Class 7 contains 40265 members 
Mstep: Class 8 contains 29372 members 
Mstep: Class 9 contains 44035 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105894 members 
Mstep: Class 12 contains 39808 members 
Mstep: Class 13 contains 10896 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 15330 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25490 members 
Mstep: Class 18 contains 52240 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 165725 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205668 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950952.000000 Penalty: 98646.656250
Iteration 181Q: 30 clusters Score -1.28951e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28954 members 
Mstep: Class 6 contains 30783 members 
Mstep: Class 7 contains 40240 members 
Mstep: Class 8 contains 29363 members 
Mstep: Class 9 contains 44034 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105888 members 
Mstep: Class 12 contains 39805 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 52242 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165711 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205669 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 756 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951056.000000 Penalty: 98646.656250
Iteration 182Q: 30 clusters Score -1.289511e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 30784 members 
Mstep: Class 7 contains 40215 members 
Mstep: Class 8 contains 29357 members 
Mstep: Class 9 contains 44025 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105885 members 
Mstep: Class 12 contains 39806 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 52247 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165705 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205659 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 777 members 
Mstep: Class 27 contains 12425 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951080.000000 Penalty: 98646.656250
Iteration 183Q: 30 clusters Score -1.289511e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28963 members 
Mstep: Class 6 contains 30784 members 
Mstep: Class 7 contains 40197 members 
Mstep: Class 8 contains 29345 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 39809 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25497 members 
Mstep: Class 18 contains 52254 members 
Mstep: Class 19 contains 8072 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205648 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 791 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951064.000000 Penalty: 98646.656250
Iteration 184Q: 30 clusters Score -1.289511e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28972 members 
Mstep: Class 6 contains 30780 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 29330 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 39812 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25497 members 
Mstep: Class 18 contains 52256 members 
Mstep: Class 19 contains 8100 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165680 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205642 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950912.000000 Penalty: 98646.656250
Iteration 185Q: 30 clusters Score -1.289509e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28981 members 
Mstep: Class 6 contains 30778 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 29308 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105885 members 
Mstep: Class 12 contains 39815 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25499 members 
Mstep: Class 18 contains 52258 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165663 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205628 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950992.000000 Penalty: 98646.656250
Iteration 186Q: 30 clusters Score -1.28951e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 30777 members 
Mstep: Class 7 contains 40171 members 
Mstep: Class 8 contains 29286 members 
Mstep: Class 9 contains 43999 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105900 members 
Mstep: Class 12 contains 39816 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 165634 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205616 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951080.000000 Penalty: 98646.656250
Iteration 187Q: 30 clusters Score -1.289511e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 28991 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 29257 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105915 members 
Mstep: Class 12 contains 39815 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 52271 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 165609 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205594 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951224.000000 Penalty: 98646.656250
Iteration 188Q: 30 clusters Score -1.289512e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 28995 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40165 members 
Mstep: Class 8 contains 29227 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105935 members 
Mstep: Class 12 contains 39815 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52280 members 
Mstep: Class 19 contains 8264 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165583 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205565 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951272.000000 Penalty: 98646.656250
Iteration 189Q: 30 clusters Score -1.289513e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 28995 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40163 members 
Mstep: Class 8 contains 29206 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105951 members 
Mstep: Class 12 contains 39816 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52287 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165563 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205539 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951408.000000 Penalty: 98646.656250
Iteration 190Q: 30 clusters Score -1.289514e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 28997 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40161 members 
Mstep: Class 8 contains 29190 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105963 members 
Mstep: Class 12 contains 39816 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15351 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52297 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165542 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205511 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951464.000000 Penalty: 98646.656250
Iteration 191Q: 30 clusters Score -1.289515e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40163 members 
Mstep: Class 8 contains 29155 members 
Mstep: Class 9 contains 44009 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105983 members 
Mstep: Class 12 contains 39816 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52310 members 
Mstep: Class 19 contains 8403 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165510 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 205478 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951360.000000 Penalty: 98646.656250
Iteration 192Q: 30 clusters Score -1.289514e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29003 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 29143 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 105988 members 
Mstep: Class 12 contains 39815 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 52318 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165488 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205450 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951424.000000 Penalty: 98646.656250
Iteration 193Q: 30 clusters Score -1.289514e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29005 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40165 members 
Mstep: Class 8 contains 29136 members 
Mstep: Class 9 contains 44005 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106006 members 
Mstep: Class 12 contains 39809 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52332 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165462 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205428 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951528.000000 Penalty: 98646.656250
Iteration 194Q: 30 clusters Score -1.289515e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29006 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40168 members 
Mstep: Class 8 contains 29122 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106022 members 
Mstep: Class 12 contains 39806 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52346 members 
Mstep: Class 19 contains 8536 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165445 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205371 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951544.000000 Penalty: 98646.656250
Iteration 195Q: 30 clusters Score -1.289515e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40167 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 44011 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106036 members 
Mstep: Class 12 contains 39806 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52364 members 
Mstep: Class 19 contains 8588 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165422 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205324 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951520.000000 Penalty: 98646.656250
Iteration 196Q: 30 clusters Score -1.289515e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29015 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40168 members 
Mstep: Class 8 contains 29083 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106052 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52371 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165387 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205295 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951568.000000 Penalty: 98646.656250
Iteration 197Q: 30 clusters Score -1.289516e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29017 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40172 members 
Mstep: Class 8 contains 29070 members 
Mstep: Class 9 contains 44010 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106067 members 
Mstep: Class 12 contains 39798 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52380 members 
Mstep: Class 19 contains 8694 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165355 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205265 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951544.000000 Penalty: 98646.656250
Iteration 198Q: 30 clusters Score -1.289515e+08 nChanged 235
Entering ConstructFrom: 
Score: -128951544.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (22565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Entering Unmasked Estep 
Score: -3206469.500000 Penalty: 2485.990479
	Iteration 0F: 2 clusters Score -3206470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3190871.500000 Penalty: 4971.980957
	Iteration 0F: 3 clusters Score -3190872 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3196060.000000 Penalty: 4971.980957
	Iteration 1F: 3 clusters Score -3196060 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3196396.250000 Penalty: 4971.980957
	Iteration 2Q: 3 clusters Score -3196396 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3196734.750000 Penalty: 4971.980957
	Iteration 3Q: 3 clusters Score -3196735 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3197026.250000 Penalty: 4971.980957
	Iteration 4Q: 3 clusters Score -3197026 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3197300.000000 Penalty: 4971.980957
	Iteration 5Q: 3 clusters Score -3197300 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3197564.250000 Penalty: 4971.980957
	Iteration 6Q: 3 clusters Score -3197564 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3197843.500000 Penalty: 4971.980957
	Iteration 7Q: 3 clusters Score -3197844 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3198099.000000 Penalty: 4971.980957
	Iteration 8Q: 3 clusters Score -3198099 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3198380.250000 Penalty: 4971.980957
	Iteration 9Q: 3 clusters Score -3198380 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3198671.250000 Penalty: 4971.980957
	Iteration 10Q: 3 clusters Score -3198671 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3198990.250000 Penalty: 4971.980957
	Iteration 11Q: 3 clusters Score -3198990 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3199366.750000 Penalty: 4971.980957
	Iteration 12Q: 3 clusters Score -3199367 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3199786.500000 Penalty: 4971.980957
	Iteration 13Q: 3 clusters Score -3199786 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3200225.250000 Penalty: 4971.980957
	Iteration 14Q: 3 clusters Score -3200225 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3200696.750000 Penalty: 4971.980957
	Iteration 15Q: 3 clusters Score -3200697 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3201182.000000 Penalty: 4971.980957
	Iteration 16Q: 3 clusters Score -3201182 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3201535.500000 Penalty: 4971.980957
	Iteration 17Q: 3 clusters Score -3201536 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3201807.750000 Penalty: 4971.980957
	Iteration 18Q: 3 clusters Score -3201808 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3202006.500000 Penalty: 4971.980957
	Iteration 19Q: 3 clusters Score -3202006 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3202184.750000 Penalty: 4971.980957
	Iteration 20F: 3 clusters Score -3202185 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3202322.750000 Penalty: 4971.980957
	Iteration 21Q: 3 clusters Score -3202323 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3202468.000000 Penalty: 4971.980957
	Iteration 22Q: 3 clusters Score -3202468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3202606.250000 Penalty: 4971.980957
	Iteration 23Q: 3 clusters Score -3202606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3202722.750000 Penalty: 4971.980957
	Iteration 24Q: 3 clusters Score -3202723 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3202848.000000 Penalty: 4971.980957
	Iteration 25Q: 3 clusters Score -3202848 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3202934.500000 Penalty: 4971.980957
	Iteration 26Q: 3 clusters Score -3202934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3203016.000000 Penalty: 4971.980957
	Iteration 27Q: 3 clusters Score -3203016 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3203096.000000 Penalty: 4971.980957
	Iteration 28Q: 3 clusters Score -3203096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3203181.500000 Penalty: 4971.980957
	Iteration 29Q: 3 clusters Score -3203182 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3203253.500000 Penalty: 4971.980957
	Iteration 30Q: 3 clusters Score -3203254 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3203342.500000 Penalty: 4971.980957
	Iteration 31Q: 3 clusters Score -3203342 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3203432.000000 Penalty: 4971.980957
	Iteration 32Q: 3 clusters Score -3203432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3203513.000000 Penalty: 4971.980957
	Iteration 33Q: 3 clusters Score -3203513 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3203584.750000 Penalty: 4971.980957
	Iteration 34Q: 3 clusters Score -3203585 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3203664.000000 Penalty: 4971.980957
	Iteration 35Q: 3 clusters Score -3203664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3203720.000000 Penalty: 4971.980957
	Iteration 36Q: 3 clusters Score -3203720 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3203799.000000 Penalty: 4971.980957
	Iteration 37Q: 3 clusters Score -3203799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3203866.250000 Penalty: 4971.980957
	Iteration 38Q: 3 clusters Score -3203866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3203910.500000 Penalty: 4971.980957
	Iteration 39Q: 3 clusters Score -3203910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3203952.750000 Penalty: 4971.980957
	Iteration 40F: 3 clusters Score -3203953 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3203988.750000 Penalty: 4971.980957
	Iteration 41Q: 3 clusters Score -3203989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3204034.500000 Penalty: 4971.980957
	Iteration 42Q: 3 clusters Score -3204034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3204073.000000 Penalty: 4971.980957
	Iteration 43Q: 3 clusters Score -3204073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3204088.500000 Penalty: 4971.980957
	Iteration 44Q: 3 clusters Score -3204088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3204105.000000 Penalty: 4971.980957
	Iteration 45Q: 3 clusters Score -3204105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3204124.250000 Penalty: 4971.980957
	Iteration 46Q: 3 clusters Score -3204124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3204137.000000 Penalty: 4971.980957
	Iteration 47Q: 3 clusters Score -3204137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3204145.500000 Penalty: 4971.980957
	Iteration 48Q: 3 clusters Score -3204146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3204153.750000 Penalty: 4971.980957
	Iteration 49Q: 3 clusters Score -3204154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3204164.500000 Penalty: 4971.980957
	Iteration 50Q: 3 clusters Score -3204164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3204167.750000 Penalty: 4971.980957
	Iteration 51Q: 3 clusters Score -3204168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3204178.500000 Penalty: 4971.980957
	Iteration 52Q: 3 clusters Score -3204178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3204188.250000 Penalty: 4971.980957
	Iteration 53Q: 3 clusters Score -3204188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3204195.500000 Penalty: 4971.980957
	Iteration 54Q: 3 clusters Score -3204196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3204210.000000 Penalty: 4971.980957
	Iteration 55Q: 3 clusters Score -3204210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3204218.250000 Penalty: 4971.980957
	Iteration 56Q: 3 clusters Score -3204218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3204222.250000 Penalty: 4971.980957
	Iteration 57Q: 3 clusters Score -3204222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3204233.750000 Penalty: 4971.980957
	Iteration 58Q: 3 clusters Score -3204234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3204243.500000 Penalty: 4971.980957
	Iteration 59Q: 3 clusters Score -3204244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3204244.000000 Penalty: 4971.980957
	Iteration 60F: 3 clusters Score -3204244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3204255.000000 Penalty: 4971.980957
	Iteration 61Q: 3 clusters Score -3204255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3204258.250000 Penalty: 4971.980957
	Iteration 62Q: 3 clusters Score -3204258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3204259.500000 Penalty: 4971.980957
	Iteration 63Q: 3 clusters Score -3204260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3204263.500000 Penalty: 4971.980957
	Iteration 64Q: 3 clusters Score -3204264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3204269.750000 Penalty: 4971.980957
	Iteration 65Q: 3 clusters Score -3204270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3204276.750000 Penalty: 4971.980957
	Iteration 66Q: 3 clusters Score -3204277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3204290.000000 Penalty: 4971.980957
	Iteration 67Q: 3 clusters Score -3204290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3204290.500000 Penalty: 4971.980957
	Iteration 68Q: 3 clusters Score -3204290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3204302.250000 Penalty: 4971.980957
	Iteration 69Q: 3 clusters Score -3204302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3204308.250000 Penalty: 4971.980957
	Iteration 70Q: 3 clusters Score -3204308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3204306.250000 Penalty: 4971.980957
	Iteration 71Q: 3 clusters Score -3204306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3204310.750000 Penalty: 4971.980957
	Iteration 72Q: 3 clusters Score -3204311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3204317.500000 Penalty: 4971.980957
	Iteration 73Q: 3 clusters Score -3204318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3204318.750000 Penalty: 4971.980957
	Iteration 74Q: 3 clusters Score -3204319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3204323.750000 Penalty: 4971.980957
	Iteration 75Q: 3 clusters Score -3204324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3204326.500000 Penalty: 4971.980957
	Iteration 76Q: 3 clusters Score -3204326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3204328.500000 Penalty: 4971.980957
	Iteration 77Q: 3 clusters Score -3204328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3204330.500000 Penalty: 4971.980957
	Iteration 78Q: 3 clusters Score -3204330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3204328.500000 Penalty: 4971.980957
	Iteration 79Q: 3 clusters Score -3204328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3204332.250000 Penalty: 4971.980957
	Iteration 80F: 3 clusters Score -3204332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3204332.000000 Penalty: 4971.980957
	Iteration 81Q: 3 clusters Score -3204332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3204335.750000 Penalty: 4971.980957
	Iteration 82Q: 3 clusters Score -3204336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3204337.500000 Penalty: 4971.980957
	Iteration 83Q: 3 clusters Score -3204338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3204335.500000 Penalty: 4971.980957
	Iteration 84Q: 3 clusters Score -3204336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3204338.500000 Penalty: 4971.980957
	Iteration 85Q: 3 clusters Score -3204338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3204338.250000 Penalty: 4971.980957
	Iteration 86Q: 3 clusters Score -3204338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3204337.250000 Penalty: 4971.980957
	Iteration 87Q: 3 clusters Score -3204337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3204341.000000 Penalty: 4971.980957
	Iteration 88Q: 3 clusters Score -3204341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3204341.500000 Penalty: 4971.980957
	Iteration 89Q: 3 clusters Score -3204342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3204340.000000 Penalty: 4971.980957
	Iteration 90Q: 3 clusters Score -3204340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3204342.500000 Penalty: 4971.980957
	Iteration 91Q: 3 clusters Score -3204342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3204347.000000 Penalty: 4971.980957
	Iteration 92Q: 3 clusters Score -3204347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3204347.000000 Penalty: 4971.980957
	Iteration 93F: 3 clusters Score -3204347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Entering Unmasked Estep 
Score: -5697501.500000 Penalty: 2626.666260
	Iteration 0F: 2 clusters Score -5697502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5670397.500000 Penalty: 5253.332520
	Iteration 0F: 3 clusters Score -5670398 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5680404.500000 Penalty: 5253.332520
	Iteration 1F: 3 clusters Score -5680404 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5680898.500000 Penalty: 5253.332520
	Iteration 2Q: 3 clusters Score -5680898 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5681411.000000 Penalty: 5253.332520
	Iteration 3Q: 3 clusters Score -5681411 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5681958.500000 Penalty: 5253.332520
	Iteration 4Q: 3 clusters Score -5681958 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5682643.000000 Penalty: 5253.332520
	Iteration 5Q: 3 clusters Score -5682643 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5683511.500000 Penalty: 5253.332520
	Iteration 6Q: 3 clusters Score -5683512 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5684630.500000 Penalty: 5253.332520
	Iteration 7F: 3 clusters Score -5684630 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5685947.500000 Penalty: 5253.332520
	Iteration 8F: 3 clusters Score -5685948 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5687297.500000 Penalty: 5253.332520
	Iteration 9F: 3 clusters Score -5687298 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5688598.500000 Penalty: 5253.332520
	Iteration 10F: 3 clusters Score -5688598 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -5689605.000000 Penalty: 5253.332520
	Iteration 11Q: 3 clusters Score -5689605 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5690561.000000 Penalty: 5253.332520
	Iteration 12Q: 3 clusters Score -5690561 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5691498.500000 Penalty: 5253.332520
	Iteration 13Q: 3 clusters Score -5691498 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5692313.000000 Penalty: 5253.332520
	Iteration 14Q: 3 clusters Score -5692313 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5693034.500000 Penalty: 5253.332520
	Iteration 15Q: 3 clusters Score -5693034 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5693658.000000 Penalty: 5253.332520
	Iteration 16Q: 3 clusters Score -5693658 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5694192.500000 Penalty: 5253.332520
	Iteration 17Q: 3 clusters Score -5694192 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5694556.000000 Penalty: 5253.332520
	Iteration 18Q: 3 clusters Score -5694556 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5694779.000000 Penalty: 5253.332520
	Iteration 19Q: 3 clusters Score -5694779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5694931.500000 Penalty: 5253.332520
	Iteration 20F: 3 clusters Score -5694932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5695030.500000 Penalty: 5253.332520
	Iteration 21Q: 3 clusters Score -5695030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5695107.000000 Penalty: 5253.332520
	Iteration 22Q: 3 clusters Score -5695107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5695174.500000 Penalty: 5253.332520
	Iteration 23Q: 3 clusters Score -5695174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5695210.500000 Penalty: 5253.332520
	Iteration 24Q: 3 clusters Score -5695210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5695234.000000 Penalty: 5253.332520
	Iteration 25Q: 3 clusters Score -5695234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5695237.000000 Penalty: 5253.332520
	Iteration 26Q: 3 clusters Score -5695237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -5695242.000000 Penalty: 5253.332520
	Iteration 27Q: 3 clusters Score -5695242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5695250.500000 Penalty: 5253.332520
	Iteration 28Q: 3 clusters Score -5695250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5695252.000000 Penalty: 5253.332520
	Iteration 29Q: 3 clusters Score -5695252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5695265.000000 Penalty: 5253.332520
	Iteration 30Q: 3 clusters Score -5695265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5695268.000000 Penalty: 5253.332520
	Iteration 31Q: 3 clusters Score -5695268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5695285.000000 Penalty: 5253.332520
	Iteration 32Q: 3 clusters Score -5695285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5695289.000000 Penalty: 5253.332520
	Iteration 33Q: 3 clusters Score -5695289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5695289.500000 Penalty: 5253.332520
	Iteration 34Q: 3 clusters Score -5695290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5695293.000000 Penalty: 5253.332520
	Iteration 35Q: 3 clusters Score -5695293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5695300.000000 Penalty: 5253.332520
	Iteration 36Q: 3 clusters Score -5695300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5695311.500000 Penalty: 5253.332520
	Iteration 37Q: 3 clusters Score -5695312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5695315.500000 Penalty: 5253.332520
	Iteration 38Q: 3 clusters Score -5695316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5695316.000000 Penalty: 5253.332520
	Iteration 39Q: 3 clusters Score -5695316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5695311.500000 Penalty: 5253.332520
	Iteration 40F: 3 clusters Score -5695312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5695317.500000 Penalty: 5253.332520
	Iteration 41Q: 3 clusters Score -5695318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5695316.000000 Penalty: 5253.332520
	Iteration 42Q: 3 clusters Score -5695316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5695316.000000 Penalty: 5253.332520
	Iteration 43Q: 3 clusters Score -5695316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5695316.000000 Penalty: 5253.332520
	Iteration 44F: 3 clusters Score -5695316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -371714.281250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -371714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -368766.093750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -368766.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -369336.281250 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -369336.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369498.156250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -369498.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -369585.500000 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -369585.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -369626.000000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -369626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -369648.468750 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -369648.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -369663.437500 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -369663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369674.593750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -369674.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -369683.187500 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -369683.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369692.093750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -369692.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -369699.593750 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -369699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -369703.125000 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -369703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369706.812500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -369706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -369710.000000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -369710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -369712.375000 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -369712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369714.937500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -369714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369715.843750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -369715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369716.312500 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -369716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -369718.593750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -369718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -369720.687500 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -369720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -369722.875000 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -369722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369726.437500 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -369726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369727.718750 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -369727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -369728.687500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -369728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -369729.312500 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -369729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -369731.156250 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -369731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369731.343750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -369731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369731.343750 Penalty: 3890.743408
	Iteration 27F: 3 clusters Score -369731.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -963664.562500 Penalty: 2200.793701
	Iteration 0F: 2 clusters Score -963664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -957789.375000 Penalty: 4401.587402
	Iteration 0F: 3 clusters Score -957789.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -959562.437500 Penalty: 4401.587402
	Iteration 1F: 3 clusters Score -959562.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -960050.312500 Penalty: 4401.587402
	Iteration 2F: 3 clusters Score -960050.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -960457.562500 Penalty: 4401.587402
	Iteration 3F: 3 clusters Score -960457.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -960775.937500 Penalty: 4401.587402
	Iteration 4F: 3 clusters Score -960775.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -960994.625000 Penalty: 4401.587402
	Iteration 5F: 3 clusters Score -960994.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -961159.000000 Penalty: 4401.587402
	Iteration 6Q: 3 clusters Score -961159 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -961306.250000 Penalty: 4401.587402
	Iteration 7Q: 3 clusters Score -961306.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -961426.562500 Penalty: 4401.587402
	Iteration 8Q: 3 clusters Score -961426.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -961536.000000 Penalty: 4401.587402
	Iteration 9Q: 3 clusters Score -961536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -961631.437500 Penalty: 4401.587402
	Iteration 10Q: 3 clusters Score -961631.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -961733.375000 Penalty: 4401.587402
	Iteration 11Q: 3 clusters Score -961733.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -961827.812500 Penalty: 4401.587402
	Iteration 12Q: 3 clusters Score -961827.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -961905.250000 Penalty: 4401.587402
	Iteration 13Q: 3 clusters Score -961905.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -961980.687500 Penalty: 4401.587402
	Iteration 14Q: 3 clusters Score -961980.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -962030.562500 Penalty: 4401.587402
	Iteration 15Q: 3 clusters Score -962030.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -962072.312500 Penalty: 4401.587402
	Iteration 16Q: 3 clusters Score -962072.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -962113.750000 Penalty: 4401.587402
	Iteration 17Q: 3 clusters Score -962113.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -962146.625000 Penalty: 4401.587402
	Iteration 18Q: 3 clusters Score -962146.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -962176.437500 Penalty: 4401.587402
	Iteration 19Q: 3 clusters Score -962176.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -962196.312500 Penalty: 4401.587402
	Iteration 20F: 3 clusters Score -962196.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -962212.500000 Penalty: 4401.587402
	Iteration 21Q: 3 clusters Score -962212.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -962225.062500 Penalty: 4401.587402
	Iteration 22Q: 3 clusters Score -962225.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -962243.937500 Penalty: 4401.587402
	Iteration 23Q: 3 clusters Score -962243.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -962261.500000 Penalty: 4401.587402
	Iteration 24Q: 3 clusters Score -962261.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -962270.875000 Penalty: 4401.587402
	Iteration 25Q: 3 clusters Score -962270.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -962285.375000 Penalty: 4401.587402
	Iteration 26Q: 3 clusters Score -962285.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -962301.687500 Penalty: 4401.587402
	Iteration 27Q: 3 clusters Score -962301.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -962315.687500 Penalty: 4401.587402
	Iteration 28Q: 3 clusters Score -962315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -962327.437500 Penalty: 4401.587402
	Iteration 29Q: 3 clusters Score -962327.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -962340.312500 Penalty: 4401.587402
	Iteration 30Q: 3 clusters Score -962340.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -962355.562500 Penalty: 4401.587402
	Iteration 31Q: 3 clusters Score -962355.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -962367.562500 Penalty: 4401.587402
	Iteration 32Q: 3 clusters Score -962367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -962374.937500 Penalty: 4401.587402
	Iteration 33Q: 3 clusters Score -962374.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -962381.187500 Penalty: 4401.587402
	Iteration 34Q: 3 clusters Score -962381.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -962391.312500 Penalty: 4401.587402
	Iteration 35Q: 3 clusters Score -962391.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -962400.187500 Penalty: 4401.587402
	Iteration 36Q: 3 clusters Score -962400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -962414.187500 Penalty: 4401.587402
	Iteration 37Q: 3 clusters Score -962414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -962424.875000 Penalty: 4401.587402
	Iteration 38Q: 3 clusters Score -962424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -962435.812500 Penalty: 4401.587402
	Iteration 39Q: 3 clusters Score -962435.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -962445.875000 Penalty: 4401.587402
	Iteration 40F: 3 clusters Score -962445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -962456.437500 Penalty: 4401.587402
	Iteration 41Q: 3 clusters Score -962456.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -962463.187500 Penalty: 4401.587402
	Iteration 42Q: 3 clusters Score -962463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -962471.187500 Penalty: 4401.587402
	Iteration 43Q: 3 clusters Score -962471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -962479.562500 Penalty: 4401.587402
	Iteration 44Q: 3 clusters Score -962479.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -962485.937500 Penalty: 4401.587402
	Iteration 45Q: 3 clusters Score -962485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -962492.125000 Penalty: 4401.587402
	Iteration 46Q: 3 clusters Score -962492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -962496.875000 Penalty: 4401.587402
	Iteration 47Q: 3 clusters Score -962496.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -962504.187500 Penalty: 4401.587402
	Iteration 48Q: 3 clusters Score -962504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -962506.437500 Penalty: 4401.587402
	Iteration 49Q: 3 clusters Score -962506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -962510.250000 Penalty: 4401.587402
	Iteration 50Q: 3 clusters Score -962510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -962510.375000 Penalty: 4401.587402
	Iteration 51Q: 3 clusters Score -962510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -962511.062500 Penalty: 4401.587402
	Iteration 52Q: 3 clusters Score -962511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -962511.062500 Penalty: 4401.587402
	Iteration 53F: 3 clusters Score -962511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Entering Unmasked Estep 
Score: -4295823.500000 Penalty: 2548.392090
	Iteration 0F: 2 clusters Score -4295824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4275871.500000 Penalty: 5096.784180
	Iteration 0F: 3 clusters Score -4275872 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4283037.000000 Penalty: 5096.784180
	Iteration 1F: 3 clusters Score -4283037 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4283513.000000 Penalty: 5096.784180
	Iteration 2Q: 3 clusters Score -4283513 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4284029.500000 Penalty: 5096.784180
	Iteration 3Q: 3 clusters Score -4284030 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4284567.000000 Penalty: 5096.784180
	Iteration 4Q: 3 clusters Score -4284567 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4285270.500000 Penalty: 5096.784180
	Iteration 5Q: 3 clusters Score -4285270 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4286236.000000 Penalty: 5096.784180
	Iteration 6F: 3 clusters Score -4286236 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4287501.000000 Penalty: 5096.784180
	Iteration 7F: 3 clusters Score -4287501 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4289027.000000 Penalty: 5096.784180
	Iteration 8F: 3 clusters Score -4289027 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4290636.500000 Penalty: 5096.784180
	Iteration 9F: 3 clusters Score -4290636 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4291937.000000 Penalty: 5096.784180
	Iteration 10Q: 3 clusters Score -4291937 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4292567.500000 Penalty: 5096.784180
	Iteration 11Q: 3 clusters Score -4292568 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4292850.500000 Penalty: 5096.784180
	Iteration 12Q: 3 clusters Score -4292850 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4293006.500000 Penalty: 5096.784180
	Iteration 13Q: 3 clusters Score -4293006 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4293115.000000 Penalty: 5096.784180
	Iteration 14Q: 3 clusters Score -4293115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4293159.500000 Penalty: 5096.784180
	Iteration 15Q: 3 clusters Score -4293160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4293201.000000 Penalty: 5096.784180
	Iteration 16Q: 3 clusters Score -4293201 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4293254.500000 Penalty: 5096.784180
	Iteration 17Q: 3 clusters Score -4293254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4293304.000000 Penalty: 5096.784180
	Iteration 18Q: 3 clusters Score -4293304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4293333.500000 Penalty: 5096.784180
	Iteration 19Q: 3 clusters Score -4293334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4293364.000000 Penalty: 5096.784180
	Iteration 20F: 3 clusters Score -4293364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4293391.500000 Penalty: 5096.784180
	Iteration 21Q: 3 clusters Score -4293392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4293405.500000 Penalty: 5096.784180
	Iteration 22Q: 3 clusters Score -4293406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -4293428.000000 Penalty: 5096.784180
	Iteration 23Q: 3 clusters Score -4293428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4293459.500000 Penalty: 5096.784180
	Iteration 24Q: 3 clusters Score -4293460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -4293491.500000 Penalty: 5096.784180
	Iteration 25Q: 3 clusters Score -4293492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4293501.500000 Penalty: 5096.784180
	Iteration 26Q: 3 clusters Score -4293502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4293520.000000 Penalty: 5096.784180
	Iteration 27Q: 3 clusters Score -4293520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4293535.000000 Penalty: 5096.784180
	Iteration 28Q: 3 clusters Score -4293535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4293546.000000 Penalty: 5096.784180
	Iteration 29Q: 3 clusters Score -4293546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4293553.000000 Penalty: 5096.784180
	Iteration 30Q: 3 clusters Score -4293553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4293557.500000 Penalty: 5096.784180
	Iteration 31Q: 3 clusters Score -4293558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4293555.000000 Penalty: 5096.784180
	Iteration 32Q: 3 clusters Score -4293555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4293573.500000 Penalty: 5096.784180
	Iteration 33Q: 3 clusters Score -4293574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4293594.500000 Penalty: 5096.784180
	Iteration 34Q: 3 clusters Score -4293594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4293597.000000 Penalty: 5096.784180
	Iteration 35Q: 3 clusters Score -4293597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4293598.500000 Penalty: 5096.784180
	Iteration 36Q: 3 clusters Score -4293598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4293599.500000 Penalty: 5096.784180
	Iteration 37Q: 3 clusters Score -4293600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4293600.000000 Penalty: 5096.784180
	Iteration 38Q: 3 clusters Score -4293600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4293601.500000 Penalty: 5096.784180
	Iteration 39Q: 3 clusters Score -4293602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4293601.500000 Penalty: 5096.784180
	Iteration 40F: 3 clusters Score -4293602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4293601.500000 Penalty: 5096.784180
	Iteration 41Q: 3 clusters Score -4293602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -4293600.000000 Penalty: 5096.784180
	Iteration 42Q: 3 clusters Score -4293600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4293600.000000 Penalty: 5096.784180
	Iteration 43Q: 3 clusters Score -4293600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4293602.500000 Penalty: 5096.784180
	Iteration 44Q: 3 clusters Score -4293602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4293599.500000 Penalty: 5096.784180
	Iteration 45Q: 3 clusters Score -4293600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4293599.500000 Penalty: 5096.784180
	Iteration 46F: 3 clusters Score -4293600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Entering Unmasked Estep 
Score: -4461175.500000 Penalty: 2562.929443
	Iteration 0F: 2 clusters Score -4461176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4440216.500000 Penalty: 5125.858887
	Iteration 0F: 3 clusters Score -4440216 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4448015.500000 Penalty: 5125.858887
	Iteration 1F: 3 clusters Score -4448016 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4448813.500000 Penalty: 5125.858887
	Iteration 2F: 3 clusters Score -4448814 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4449888.000000 Penalty: 5125.858887
	Iteration 3F: 3 clusters Score -4449888 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4451056.500000 Penalty: 5125.858887
	Iteration 4F: 3 clusters Score -4451056 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -4452253.000000 Penalty: 5125.858887
	Iteration 5F: 3 clusters Score -4452253 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4453310.500000 Penalty: 5125.858887
	Iteration 6F: 3 clusters Score -4453310 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -4454110.500000 Penalty: 5125.858887
	Iteration 7Q: 3 clusters Score -4454110 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4454640.500000 Penalty: 5125.858887
	Iteration 8Q: 3 clusters Score -4454640 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4455154.500000 Penalty: 5125.858887
	Iteration 9Q: 3 clusters Score -4455154 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4455609.500000 Penalty: 5125.858887
	Iteration 10Q: 3 clusters Score -4455610 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4456061.000000 Penalty: 5125.858887
	Iteration 11Q: 3 clusters Score -4456061 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4456539.500000 Penalty: 5125.858887
	Iteration 12Q: 3 clusters Score -4456540 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4456996.500000 Penalty: 5125.858887
	Iteration 13Q: 3 clusters Score -4456996 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4457448.000000 Penalty: 5125.858887
	Iteration 14Q: 3 clusters Score -4457448 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4457844.000000 Penalty: 5125.858887
	Iteration 15Q: 3 clusters Score -4457844 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4458216.000000 Penalty: 5125.858887
	Iteration 16Q: 3 clusters Score -4458216 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4458577.000000 Penalty: 5125.858887
	Iteration 17Q: 3 clusters Score -4458577 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4458914.500000 Penalty: 5125.858887
	Iteration 18Q: 3 clusters Score -4458914 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4459112.500000 Penalty: 5125.858887
	Iteration 19Q: 3 clusters Score -4459112 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4459219.500000 Penalty: 5125.858887
	Iteration 20F: 3 clusters Score -4459220 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4459307.000000 Penalty: 5125.858887
	Iteration 21Q: 3 clusters Score -4459307 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4459321.000000 Penalty: 5125.858887
	Iteration 22Q: 3 clusters Score -4459321 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4459362.500000 Penalty: 5125.858887
	Iteration 23Q: 3 clusters Score -4459362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4459393.000000 Penalty: 5125.858887
	Iteration 24Q: 3 clusters Score -4459393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4459411.500000 Penalty: 5125.858887
	Iteration 25Q: 3 clusters Score -4459412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4459439.000000 Penalty: 5125.858887
	Iteration 26Q: 3 clusters Score -4459439 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4459468.000000 Penalty: 5125.858887
	Iteration 27Q: 3 clusters Score -4459468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4459486.500000 Penalty: 5125.858887
	Iteration 28Q: 3 clusters Score -4459486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4459505.500000 Penalty: 5125.858887
	Iteration 29Q: 3 clusters Score -4459506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4459539.000000 Penalty: 5125.858887
	Iteration 30Q: 3 clusters Score -4459539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4459539.000000 Penalty: 5125.858887
	Iteration 31Q: 3 clusters Score -4459539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4459564.000000 Penalty: 5125.858887
	Iteration 32Q: 3 clusters Score -4459564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4459581.500000 Penalty: 5125.858887
	Iteration 33Q: 3 clusters Score -4459582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4459590.000000 Penalty: 5125.858887
	Iteration 34Q: 3 clusters Score -4459590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4459608.500000 Penalty: 5125.858887
	Iteration 35Q: 3 clusters Score -4459608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4459612.000000 Penalty: 5125.858887
	Iteration 36Q: 3 clusters Score -4459612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4459624.000000 Penalty: 5125.858887
	Iteration 37Q: 3 clusters Score -4459624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4459629.000000 Penalty: 5125.858887
	Iteration 38Q: 3 clusters Score -4459629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4459643.500000 Penalty: 5125.858887
	Iteration 39Q: 3 clusters Score -4459644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4459649.500000 Penalty: 5125.858887
	Iteration 40F: 3 clusters Score -4459650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4459661.000000 Penalty: 5125.858887
	Iteration 41Q: 3 clusters Score -4459661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4459659.500000 Penalty: 5125.858887
	Iteration 42Q: 3 clusters Score -4459660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4459662.500000 Penalty: 5125.858887
	Iteration 43Q: 3 clusters Score -4459662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4459664.500000 Penalty: 5125.858887
	Iteration 44Q: 3 clusters Score -4459664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4459660.500000 Penalty: 5125.858887
	Iteration 45Q: 3 clusters Score -4459660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4459668.000000 Penalty: 5125.858887
	Iteration 46Q: 3 clusters Score -4459668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4459666.000000 Penalty: 5125.858887
	Iteration 47Q: 3 clusters Score -4459666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4459668.000000 Penalty: 5125.858887
	Iteration 48Q: 3 clusters Score -4459668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4459670.000000 Penalty: 5125.858887
	Iteration 49Q: 3 clusters Score -4459670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4459678.000000 Penalty: 5125.858887
	Iteration 50Q: 3 clusters Score -4459678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4459675.500000 Penalty: 5125.858887
	Iteration 51Q: 3 clusters Score -4459676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4459677.500000 Penalty: 5125.858887
	Iteration 52Q: 3 clusters Score -4459678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4459677.500000 Penalty: 5125.858887
	Iteration 53F: 3 clusters Score -4459678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Entering Unmasked Estep 
Score: -5584836.500000 Penalty: 2629.103516
	Iteration 0F: 2 clusters Score -5584836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5557541.500000 Penalty: 5258.207031
	Iteration 0F: 3 clusters Score -5557542 nChanged 18359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5567913.500000 Penalty: 5258.207031
	Iteration 1F: 3 clusters Score -5567914 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -5568783.000000 Penalty: 5258.207031
	Iteration 2F: 3 clusters Score -5568783 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5569794.500000 Penalty: 5258.207031
	Iteration 3F: 3 clusters Score -5569794 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5570975.500000 Penalty: 5258.207031
	Iteration 4F: 3 clusters Score -5570976 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5572284.500000 Penalty: 5258.207031
	Iteration 5F: 3 clusters Score -5572284 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5573424.000000 Penalty: 5258.207031
	Iteration 6F: 3 clusters Score -5573424 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5574350.500000 Penalty: 5258.207031
	Iteration 7F: 3 clusters Score -5574350 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5575079.500000 Penalty: 5258.207031
	Iteration 8Q: 3 clusters Score -5575080 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5575671.000000 Penalty: 5258.207031
	Iteration 9Q: 3 clusters Score -5575671 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5576096.000000 Penalty: 5258.207031
	Iteration 10Q: 3 clusters Score -5576096 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5576473.500000 Penalty: 5258.207031
	Iteration 11Q: 3 clusters Score -5576474 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5576769.500000 Penalty: 5258.207031
	Iteration 12Q: 3 clusters Score -5576770 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5577041.000000 Penalty: 5258.207031
	Iteration 13Q: 3 clusters Score -5577041 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -5577328.500000 Penalty: 5258.207031
	Iteration 14Q: 3 clusters Score -5577328 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5577579.500000 Penalty: 5258.207031
	Iteration 15Q: 3 clusters Score -5577580 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5577770.500000 Penalty: 5258.207031
	Iteration 16Q: 3 clusters Score -5577770 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5577993.500000 Penalty: 5258.207031
	Iteration 17Q: 3 clusters Score -5577994 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5578178.000000 Penalty: 5258.207031
	Iteration 18Q: 3 clusters Score -5578178 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -5578384.000000 Penalty: 5258.207031
	Iteration 19Q: 3 clusters Score -5578384 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5578594.000000 Penalty: 5258.207031
	Iteration 20F: 3 clusters Score -5578594 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5578797.000000 Penalty: 5258.207031
	Iteration 21Q: 3 clusters Score -5578797 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5579001.000000 Penalty: 5258.207031
	Iteration 22Q: 3 clusters Score -5579001 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5579190.000000 Penalty: 5258.207031
	Iteration 23Q: 3 clusters Score -5579190 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5579387.500000 Penalty: 5258.207031
	Iteration 24Q: 3 clusters Score -5579388 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5579605.000000 Penalty: 5258.207031
	Iteration 25Q: 3 clusters Score -5579605 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5579811.500000 Penalty: 5258.207031
	Iteration 26Q: 3 clusters Score -5579812 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -5580107.500000 Penalty: 5258.207031
	Iteration 27Q: 3 clusters Score -5580108 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5580430.000000 Penalty: 5258.207031
	Iteration 28Q: 3 clusters Score -5580430 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5580822.500000 Penalty: 5258.207031
	Iteration 29Q: 3 clusters Score -5580822 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -5581285.000000 Penalty: 5258.207031
	Iteration 30Q: 3 clusters Score -5581285 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5581683.500000 Penalty: 5258.207031
	Iteration 31Q: 3 clusters Score -5581684 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5582126.500000 Penalty: 5258.207031
	Iteration 32Q: 3 clusters Score -5582126 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5582555.000000 Penalty: 5258.207031
	Iteration 33Q: 3 clusters Score -5582555 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5582995.500000 Penalty: 5258.207031
	Iteration 34Q: 3 clusters Score -5582996 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5583287.000000 Penalty: 5258.207031
	Iteration 35Q: 3 clusters Score -5583287 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5583498.000000 Penalty: 5258.207031
	Iteration 36Q: 3 clusters Score -5583498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5583646.000000 Penalty: 5258.207031
	Iteration 37Q: 3 clusters Score -5583646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5583742.500000 Penalty: 5258.207031
	Iteration 38Q: 3 clusters Score -5583742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5583791.000000 Penalty: 5258.207031
	Iteration 39Q: 3 clusters Score -5583791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5583835.000000 Penalty: 5258.207031
	Iteration 40F: 3 clusters Score -5583835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5583883.500000 Penalty: 5258.207031
	Iteration 41Q: 3 clusters Score -5583884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5583924.000000 Penalty: 5258.207031
	Iteration 42Q: 3 clusters Score -5583924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -5583941.000000 Penalty: 5258.207031
	Iteration 43Q: 3 clusters Score -5583941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5583975.500000 Penalty: 5258.207031
	Iteration 44Q: 3 clusters Score -5583976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5584013.000000 Penalty: 5258.207031
	Iteration 45Q: 3 clusters Score -5584013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -5584026.500000 Penalty: 5258.207031
	Iteration 46Q: 3 clusters Score -5584026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5584060.000000 Penalty: 5258.207031
	Iteration 47Q: 3 clusters Score -5584060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5584077.500000 Penalty: 5258.207031
	Iteration 48Q: 3 clusters Score -5584078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -5584093.500000 Penalty: 5258.207031
	Iteration 49Q: 3 clusters Score -5584094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5584100.000000 Penalty: 5258.207031
	Iteration 50Q: 3 clusters Score -5584100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5584103.000000 Penalty: 5258.207031
	Iteration 51Q: 3 clusters Score -5584103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5584105.000000 Penalty: 5258.207031
	Iteration 52Q: 3 clusters Score -5584105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5584114.000000 Penalty: 5258.207031
	Iteration 53Q: 3 clusters Score -5584114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5584109.500000 Penalty: 5258.207031
	Iteration 54Q: 3 clusters Score -5584110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5584109.500000 Penalty: 5258.207031
	Iteration 55F: 3 clusters Score -5584110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Entering Unmasked Estep 
Score: -4133803.250000 Penalty: 2548.665527
	Iteration 0F: 2 clusters Score -4133803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4113930.000000 Penalty: 5097.331055
	Iteration 0F: 3 clusters Score -4113930 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4121532.000000 Penalty: 5097.331055
	Iteration 1F: 3 clusters Score -4121532 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4122708.250000 Penalty: 5097.331055
	Iteration 2F: 3 clusters Score -4122708 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4124061.750000 Penalty: 5097.331055
	Iteration 3F: 3 clusters Score -4124062 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4125582.000000 Penalty: 5097.331055
	Iteration 4F: 3 clusters Score -4125582 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4127294.500000 Penalty: 5097.331055
	Iteration 5F: 3 clusters Score -4127294 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4128942.750000 Penalty: 5097.331055
	Iteration 6F: 3 clusters Score -4128943 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4130354.250000 Penalty: 5097.331055
	Iteration 7F: 3 clusters Score -4130354 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4131446.250000 Penalty: 5097.331055
	Iteration 8Q: 3 clusters Score -4131446 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4132403.000000 Penalty: 5097.331055
	Iteration 9Q: 3 clusters Score -4132403 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4133233.500000 Penalty: 5097.331055
	Iteration 10Q: 3 clusters Score -4133234 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4133514.750000 Penalty: 5097.331055
	Iteration 11Q: 3 clusters Score -4133515 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4133612.500000 Penalty: 5097.331055
	Iteration 12Q: 3 clusters Score -4133612 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4133703.000000 Penalty: 5097.331055
	Iteration 13Q: 3 clusters Score -4133703 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4133762.750000 Penalty: 5097.331055
	Iteration 14Q: 3 clusters Score -4133763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4133791.250000 Penalty: 5097.331055
	Iteration 15Q: 3 clusters Score -4133791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4133801.250000 Penalty: 5097.331055
	Iteration 16Q: 3 clusters Score -4133801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4133808.000000 Penalty: 5097.331055
	Iteration 17Q: 3 clusters Score -4133808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4133812.000000 Penalty: 5097.331055
	Iteration 18Q: 3 clusters Score -4133812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4133820.250000 Penalty: 5097.331055
	Iteration 19Q: 3 clusters Score -4133820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -4133823.500000 Penalty: 5097.331055
	Iteration 20F: 3 clusters Score -4133824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4133822.250000 Penalty: 5097.331055
	Iteration 21Q: 3 clusters Score -4133822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4133818.250000 Penalty: 5097.331055
	Iteration 22Q: 3 clusters Score -4133818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4133833.250000 Penalty: 5097.331055
	Iteration 23Q: 3 clusters Score -4133833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4133827.000000 Penalty: 5097.331055
	Iteration 24Q: 3 clusters Score -4133827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4133827.000000 Penalty: 5097.331055
	Iteration 25Q: 3 clusters Score -4133827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -4133827.750000 Penalty: 5097.331055
	Iteration 26Q: 3 clusters Score -4133828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4133830.250000 Penalty: 5097.331055
	Iteration 27Q: 3 clusters Score -4133830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4133833.000000 Penalty: 5097.331055
	Iteration 28Q: 3 clusters Score -4133833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4133831.500000 Penalty: 5097.331055
	Iteration 29Q: 3 clusters Score -4133832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4133831.500000 Penalty: 5097.331055
	Iteration 30F: 3 clusters Score -4133832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29021 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106079 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52391 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165317 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205239 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Mstep: Class 30 contains 27745 members 
Entering Unmasked Estep 
Score: -128950496.000000 Penalty: 102048.265625
Splitting cluster 8 changes total score from -128951544.000000 to -128950496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Entering Unmasked Estep 
Score: -6477308.500000 Penalty: 2651.624756
	Iteration 0F: 2 clusters Score -6477308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -6447451.000000 Penalty: 5303.249512
	Iteration 0F: 3 clusters Score -6447451 nChanged 20242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6458441.500000 Penalty: 5303.249512
	Iteration 1F: 3 clusters Score -6458442 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6458858.000000 Penalty: 5303.249512
	Iteration 2Q: 3 clusters Score -6458858 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -6459323.000000 Penalty: 5303.249512
	Iteration 3Q: 3 clusters Score -6459323 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -6459751.500000 Penalty: 5303.249512
	Iteration 4Q: 3 clusters Score -6459752 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6460371.000000 Penalty: 5303.249512
	Iteration 5Q: 3 clusters Score -6460371 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -6461255.000000 Penalty: 5303.249512
	Iteration 6Q: 3 clusters Score -6461255 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -6462555.000000 Penalty: 5303.249512
	Iteration 7F: 3 clusters Score -6462555 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -6464526.000000 Penalty: 5303.249512
	Iteration 8F: 3 clusters Score -6464526 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -6467000.000000 Penalty: 5303.249512
	Iteration 9F: 3 clusters Score -6467000 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -6469514.500000 Penalty: 5303.249512
	Iteration 10F: 3 clusters Score -6469514 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6471647.500000 Penalty: 5303.249512
	Iteration 11Q: 3 clusters Score -6471648 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -6473041.000000 Penalty: 5303.249512
	Iteration 12Q: 3 clusters Score -6473041 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -6473760.500000 Penalty: 5303.249512
	Iteration 13Q: 3 clusters Score -6473760 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6474022.500000 Penalty: 5303.249512
	Iteration 14Q: 3 clusters Score -6474022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6474147.000000 Penalty: 5303.249512
	Iteration 15Q: 3 clusters Score -6474147 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6474252.000000 Penalty: 5303.249512
	Iteration 16Q: 3 clusters Score -6474252 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6474303.500000 Penalty: 5303.249512
	Iteration 17Q: 3 clusters Score -6474304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6474360.500000 Penalty: 5303.249512
	Iteration 18Q: 3 clusters Score -6474360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6474425.500000 Penalty: 5303.249512
	Iteration 19Q: 3 clusters Score -6474426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6474468.000000 Penalty: 5303.249512
	Iteration 20F: 3 clusters Score -6474468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6474494.000000 Penalty: 5303.249512
	Iteration 21Q: 3 clusters Score -6474494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6474520.000000 Penalty: 5303.249512
	Iteration 22Q: 3 clusters Score -6474520 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6474561.500000 Penalty: 5303.249512
	Iteration 23Q: 3 clusters Score -6474562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6474574.000000 Penalty: 5303.249512
	Iteration 24Q: 3 clusters Score -6474574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6474618.000000 Penalty: 5303.249512
	Iteration 25Q: 3 clusters Score -6474618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6474640.000000 Penalty: 5303.249512
	Iteration 26Q: 3 clusters Score -6474640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6474666.500000 Penalty: 5303.249512
	Iteration 27Q: 3 clusters Score -6474666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6474691.000000 Penalty: 5303.249512
	Iteration 28Q: 3 clusters Score -6474691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6474701.000000 Penalty: 5303.249512
	Iteration 29Q: 3 clusters Score -6474701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6474707.500000 Penalty: 5303.249512
	Iteration 30Q: 3 clusters Score -6474708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6474722.500000 Penalty: 5303.249512
	Iteration 31Q: 3 clusters Score -6474722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6474739.000000 Penalty: 5303.249512
	Iteration 32Q: 3 clusters Score -6474739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6474743.500000 Penalty: 5303.249512
	Iteration 33Q: 3 clusters Score -6474744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6474758.500000 Penalty: 5303.249512
	Iteration 34Q: 3 clusters Score -6474758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6474767.500000 Penalty: 5303.249512
	Iteration 35Q: 3 clusters Score -6474768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6474777.000000 Penalty: 5303.249512
	Iteration 36Q: 3 clusters Score -6474777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6474779.500000 Penalty: 5303.249512
	Iteration 37Q: 3 clusters Score -6474780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6474805.500000 Penalty: 5303.249512
	Iteration 38Q: 3 clusters Score -6474806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6474819.500000 Penalty: 5303.249512
	Iteration 39Q: 3 clusters Score -6474820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6474838.500000 Penalty: 5303.249512
	Iteration 40F: 3 clusters Score -6474838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6474855.000000 Penalty: 5303.249512
	Iteration 41Q: 3 clusters Score -6474855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6474864.000000 Penalty: 5303.249512
	Iteration 42Q: 3 clusters Score -6474864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6474873.000000 Penalty: 5303.249512
	Iteration 43Q: 3 clusters Score -6474873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6474872.000000 Penalty: 5303.249512
	Iteration 44Q: 3 clusters Score -6474872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6474856.500000 Penalty: 5303.249512
	Iteration 45Q: 3 clusters Score -6474856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6474868.500000 Penalty: 5303.249512
	Iteration 46Q: 3 clusters Score -6474868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6474876.500000 Penalty: 5303.249512
	Iteration 47Q: 3 clusters Score -6474876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6474884.500000 Penalty: 5303.249512
	Iteration 48Q: 3 clusters Score -6474884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6474889.000000 Penalty: 5303.249512
	Iteration 49Q: 3 clusters Score -6474889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6474885.000000 Penalty: 5303.249512
	Iteration 50Q: 3 clusters Score -6474885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6474886.500000 Penalty: 5303.249512
	Iteration 51Q: 3 clusters Score -6474886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6474883.500000 Penalty: 5303.249512
	Iteration 52Q: 3 clusters Score -6474884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6474884.000000 Penalty: 5303.249512
	Iteration 53Q: 3 clusters Score -6474884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6474888.500000 Penalty: 5303.249512
	Iteration 54Q: 3 clusters Score -6474888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6474887.000000 Penalty: 5303.249512
	Iteration 55Q: 3 clusters Score -6474887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6474892.500000 Penalty: 5303.249512
	Iteration 56Q: 3 clusters Score -6474892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6474900.000000 Penalty: 5303.249512
	Iteration 57Q: 3 clusters Score -6474900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6474905.000000 Penalty: 5303.249512
	Iteration 58Q: 3 clusters Score -6474905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6474909.000000 Penalty: 5303.249512
	Iteration 59Q: 3 clusters Score -6474909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6474899.000000 Penalty: 5303.249512
	Iteration 60F: 3 clusters Score -6474899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6474903.000000 Penalty: 5303.249512
	Iteration 61Q: 3 clusters Score -6474903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6474903.500000 Penalty: 5303.249512
	Iteration 62Q: 3 clusters Score -6474904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6474902.000000 Penalty: 5303.249512
	Iteration 63Q: 3 clusters Score -6474902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6474909.500000 Penalty: 5303.249512
	Iteration 64Q: 3 clusters Score -6474910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6474916.500000 Penalty: 5303.249512
	Iteration 65Q: 3 clusters Score -6474916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6474919.500000 Penalty: 5303.249512
	Iteration 66Q: 3 clusters Score -6474920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6474927.000000 Penalty: 5303.249512
	Iteration 67Q: 3 clusters Score -6474927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6474917.500000 Penalty: 5303.249512
	Iteration 68Q: 3 clusters Score -6474918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6474918.500000 Penalty: 5303.249512
	Iteration 69Q: 3 clusters Score -6474918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6474917.500000 Penalty: 5303.249512
	Iteration 70Q: 3 clusters Score -6474918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6474917.500000 Penalty: 5303.249512
	Iteration 71F: 3 clusters Score -6474918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -834165.062500 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -834165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -829118.250000 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -829118.2 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -830367.875000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -830367.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -830566.937500 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -830566.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -830688.812500 Penalty: 4296.001953
	Iteration 3Q: 3 clusters Score -830688.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -830783.000000 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -830783 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -830853.437500 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -830853.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -830918.875000 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -830918.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -830981.750000 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -830981.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -831052.625000 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -831052.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -831129.937500 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -831129.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -831214.250000 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -831214.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -831294.687500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -831294.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -831378.750000 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -831378.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -831461.000000 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -831461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -831536.625000 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -831536.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -831616.437500 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -831616.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -831700.250000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -831700.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -831789.000000 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -831789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -831886.625000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -831886.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -831985.000000 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -831985 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -832071.187500 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -832071.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -832174.500000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -832174.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -832245.500000 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -832245.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -832293.000000 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -832293 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -832334.250000 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -832334.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -832364.000000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -832364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -832392.625000 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -832392.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -832407.437500 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -832407.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -832421.875000 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -832421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -832430.437500 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -832430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -832438.625000 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -832438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -832440.625000 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -832440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -832447.312500 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -832447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -832452.875000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -832452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -832457.812500 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -832457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -832459.250000 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -832459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -832459.250000 Penalty: 4296.001953
	Iteration 36F: 3 clusters Score -832459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Entering Unmasked Estep 
Score: -15634677.000000 Penalty: 2869.841064
	Iteration 0F: 2 clusters Score -1.563468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -15565149.000000 Penalty: 5739.682129
	Iteration 0F: 3 clusters Score -1.556515e+07 nChanged 50194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -15594083.000000 Penalty: 5739.682129
	Iteration 1F: 3 clusters Score -1.559408e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -15594935.000000 Penalty: 5739.682129
	Iteration 2Q: 3 clusters Score -1.559494e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -15596056.000000 Penalty: 5739.682129
	Iteration 3Q: 3 clusters Score -1.559606e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -15597648.000000 Penalty: 5739.682129
	Iteration 4Q: 3 clusters Score -1.559765e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -15600189.000000 Penalty: 5739.682129
	Iteration 5Q: 3 clusters Score -1.560019e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -15604314.000000 Penalty: 5739.682129
	Iteration 6F: 3 clusters Score -1.560431e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -15610472.000000 Penalty: 5739.682129
	Iteration 7F: 3 clusters Score -1.561047e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -15617814.000000 Penalty: 5739.682129
	Iteration 8F: 3 clusters Score -1.561781e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -15624171.000000 Penalty: 5739.682129
	Iteration 9F: 3 clusters Score -1.562417e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -15628216.000000 Penalty: 5739.682129
	Iteration 10Q: 3 clusters Score -1.562822e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -15630556.000000 Penalty: 5739.682129
	Iteration 11Q: 3 clusters Score -1.563056e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -15631536.000000 Penalty: 5739.682129
	Iteration 12Q: 3 clusters Score -1.563154e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -15632061.000000 Penalty: 5739.682129
	Iteration 13Q: 3 clusters Score -1.563206e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -15632353.000000 Penalty: 5739.682129
	Iteration 14Q: 3 clusters Score -1.563235e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -15632591.000000 Penalty: 5739.682129
	Iteration 15Q: 3 clusters Score -1.563259e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -15632714.000000 Penalty: 5739.682129
	Iteration 16Q: 3 clusters Score -1.563271e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15632820.000000 Penalty: 5739.682129
	Iteration 17Q: 3 clusters Score -1.563282e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -15632852.000000 Penalty: 5739.682129
	Iteration 18Q: 3 clusters Score -1.563285e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -15632880.000000 Penalty: 5739.682129
	Iteration 19Q: 3 clusters Score -1.563288e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -15632904.000000 Penalty: 5739.682129
	Iteration 20F: 3 clusters Score -1.56329e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103927 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -15632937.000000 Penalty: 5739.682129
	Iteration 21Q: 3 clusters Score -1.563294e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15632988.000000 Penalty: 5739.682129
	Iteration 22Q: 3 clusters Score -1.563299e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15633025.000000 Penalty: 5739.682129
	Iteration 23Q: 3 clusters Score -1.563302e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15633016.000000 Penalty: 5739.682129
	Iteration 24Q: 3 clusters Score -1.563302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15633012.000000 Penalty: 5739.682129
	Iteration 25Q: 3 clusters Score -1.563301e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15633058.000000 Penalty: 5739.682129
	Iteration 26Q: 3 clusters Score -1.563306e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15633061.000000 Penalty: 5739.682129
	Iteration 27Q: 3 clusters Score -1.563306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104363 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15633055.000000 Penalty: 5739.682129
	Iteration 28Q: 3 clusters Score -1.563306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15633054.000000 Penalty: 5739.682129
	Iteration 29Q: 3 clusters Score -1.563305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15633051.000000 Penalty: 5739.682129
	Iteration 30Q: 3 clusters Score -1.563305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15633077.000000 Penalty: 5739.682129
	Iteration 31Q: 3 clusters Score -1.563308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15633096.000000 Penalty: 5739.682129
	Iteration 32Q: 3 clusters Score -1.56331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15633122.000000 Penalty: 5739.682129
	Iteration 33Q: 3 clusters Score -1.563312e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15633119.000000 Penalty: 5739.682129
	Iteration 34Q: 3 clusters Score -1.563312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15633154.000000 Penalty: 5739.682129
	Iteration 35Q: 3 clusters Score -1.563315e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15633185.000000 Penalty: 5739.682129
	Iteration 36Q: 3 clusters Score -1.563318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15633188.000000 Penalty: 5739.682129
	Iteration 37Q: 3 clusters Score -1.563319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15633173.000000 Penalty: 5739.682129
	Iteration 38Q: 3 clusters Score -1.563317e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15633199.000000 Penalty: 5739.682129
	Iteration 39Q: 3 clusters Score -1.56332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15633201.000000 Penalty: 5739.682129
	Iteration 40F: 3 clusters Score -1.56332e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15633221.000000 Penalty: 5739.682129
	Iteration 41Q: 3 clusters Score -1.563322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15633232.000000 Penalty: 5739.682129
	Iteration 42Q: 3 clusters Score -1.563323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -15633251.000000 Penalty: 5739.682129
	Iteration 43Q: 3 clusters Score -1.563325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15633254.000000 Penalty: 5739.682129
	Iteration 44Q: 3 clusters Score -1.563325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15633240.000000 Penalty: 5739.682129
	Iteration 45Q: 3 clusters Score -1.563324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15633242.000000 Penalty: 5739.682129
	Iteration 46Q: 3 clusters Score -1.563324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104815 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15633250.000000 Penalty: 5739.682129
	Iteration 47Q: 3 clusters Score -1.563325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15633254.000000 Penalty: 5739.682129
	Iteration 48Q: 3 clusters Score -1.563325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104821 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15633264.000000 Penalty: 5739.682129
	Iteration 49Q: 3 clusters Score -1.563326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15633256.000000 Penalty: 5739.682129
	Iteration 50Q: 3 clusters Score -1.563326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15633260.000000 Penalty: 5739.682129
	Iteration 51Q: 3 clusters Score -1.563326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15633263.000000 Penalty: 5739.682129
	Iteration 52Q: 3 clusters Score -1.563326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15633258.000000 Penalty: 5739.682129
	Iteration 53Q: 3 clusters Score -1.563326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15633259.000000 Penalty: 5739.682129
	Iteration 54Q: 3 clusters Score -1.563326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15633262.000000 Penalty: 5739.682129
	Iteration 55Q: 3 clusters Score -1.563326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15633272.000000 Penalty: 5739.682129
	Iteration 56Q: 3 clusters Score -1.563327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -15633280.000000 Penalty: 5739.682129
	Iteration 57Q: 3 clusters Score -1.563328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15633284.000000 Penalty: 5739.682129
	Iteration 58Q: 3 clusters Score -1.563328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15633288.000000 Penalty: 5739.682129
	Iteration 59Q: 3 clusters Score -1.563329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15633276.000000 Penalty: 5739.682129
	Iteration 60F: 3 clusters Score -1.563328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15633278.000000 Penalty: 5739.682129
	Iteration 61Q: 3 clusters Score -1.563328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15633276.000000 Penalty: 5739.682129
	Iteration 62Q: 3 clusters Score -1.563328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15633280.000000 Penalty: 5739.682129
	Iteration 63Q: 3 clusters Score -1.563328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15633278.000000 Penalty: 5739.682129
	Iteration 64Q: 3 clusters Score -1.563328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15633278.000000 Penalty: 5739.682129
	Iteration 65F: 3 clusters Score -1.563328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Entering Unmasked Estep 
Score: -5899554.500000 Penalty: 2626.697266
	Iteration 0F: 2 clusters Score -5899554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5872695.000000 Penalty: 5253.394531
	Iteration 0F: 3 clusters Score -5872695 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5882792.500000 Penalty: 5253.394531
	Iteration 1F: 3 clusters Score -5882792 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -5883427.000000 Penalty: 5253.394531
	Iteration 2Q: 3 clusters Score -5883427 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5884147.000000 Penalty: 5253.394531
	Iteration 3Q: 3 clusters Score -5884147 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5885060.500000 Penalty: 5253.394531
	Iteration 4Q: 3 clusters Score -5885060 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5886391.000000 Penalty: 5253.394531
	Iteration 5F: 3 clusters Score -5886391 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -5888109.000000 Penalty: 5253.394531
	Iteration 6F: 3 clusters Score -5888109 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -5890254.500000 Penalty: 5253.394531
	Iteration 7F: 3 clusters Score -5890254 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5892548.000000 Penalty: 5253.394531
	Iteration 8F: 3 clusters Score -5892548 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -5894308.000000 Penalty: 5253.394531
	Iteration 9Q: 3 clusters Score -5894308 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5895495.500000 Penalty: 5253.394531
	Iteration 10Q: 3 clusters Score -5895496 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5896281.500000 Penalty: 5253.394531
	Iteration 11Q: 3 clusters Score -5896282 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5896665.000000 Penalty: 5253.394531
	Iteration 12Q: 3 clusters Score -5896665 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5896859.500000 Penalty: 5253.394531
	Iteration 13Q: 3 clusters Score -5896860 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5896935.500000 Penalty: 5253.394531
	Iteration 14Q: 3 clusters Score -5896936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5897037.000000 Penalty: 5253.394531
	Iteration 15Q: 3 clusters Score -5897037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5897088.500000 Penalty: 5253.394531
	Iteration 16Q: 3 clusters Score -5897088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5897131.500000 Penalty: 5253.394531
	Iteration 17Q: 3 clusters Score -5897132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5897158.500000 Penalty: 5253.394531
	Iteration 18Q: 3 clusters Score -5897158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5897175.000000 Penalty: 5253.394531
	Iteration 19Q: 3 clusters Score -5897175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5897202.000000 Penalty: 5253.394531
	Iteration 20F: 3 clusters Score -5897202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5897216.500000 Penalty: 5253.394531
	Iteration 21Q: 3 clusters Score -5897216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5897237.500000 Penalty: 5253.394531
	Iteration 22Q: 3 clusters Score -5897238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5897252.000000 Penalty: 5253.394531
	Iteration 23Q: 3 clusters Score -5897252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5897260.000000 Penalty: 5253.394531
	Iteration 24Q: 3 clusters Score -5897260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5897274.000000 Penalty: 5253.394531
	Iteration 25Q: 3 clusters Score -5897274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5897284.000000 Penalty: 5253.394531
	Iteration 26Q: 3 clusters Score -5897284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5897285.500000 Penalty: 5253.394531
	Iteration 27Q: 3 clusters Score -5897286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5897292.000000 Penalty: 5253.394531
	Iteration 28Q: 3 clusters Score -5897292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5897289.000000 Penalty: 5253.394531
	Iteration 29Q: 3 clusters Score -5897289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5897299.000000 Penalty: 5253.394531
	Iteration 30Q: 3 clusters Score -5897299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5897291.500000 Penalty: 5253.394531
	Iteration 31Q: 3 clusters Score -5897292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5897292.000000 Penalty: 5253.394531
	Iteration 32Q: 3 clusters Score -5897292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5897291.500000 Penalty: 5253.394531
	Iteration 33Q: 3 clusters Score -5897292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5897299.000000 Penalty: 5253.394531
	Iteration 34Q: 3 clusters Score -5897299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5897297.500000 Penalty: 5253.394531
	Iteration 35Q: 3 clusters Score -5897298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5897301.500000 Penalty: 5253.394531
	Iteration 36Q: 3 clusters Score -5897302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5897299.500000 Penalty: 5253.394531
	Iteration 37Q: 3 clusters Score -5897300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5897300.000000 Penalty: 5253.394531
	Iteration 38Q: 3 clusters Score -5897300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5897303.000000 Penalty: 5253.394531
	Iteration 39Q: 3 clusters Score -5897303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5897303.000000 Penalty: 5253.394531
	Iteration 40F: 3 clusters Score -5897303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -1542328.750000 Penalty: 2305.923096
	Iteration 0F: 2 clusters Score -1542329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1534163.000000 Penalty: 4611.846191
	Iteration 0F: 3 clusters Score -1534163 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1536883.500000 Penalty: 4611.846191
	Iteration 1F: 3 clusters Score -1536884 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1537766.875000 Penalty: 4611.846191
	Iteration 2F: 3 clusters Score -1537767 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1538935.000000 Penalty: 4611.846191
	Iteration 3F: 3 clusters Score -1538935 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1540014.625000 Penalty: 4611.846191
	Iteration 4F: 3 clusters Score -1540015 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1540741.125000 Penalty: 4611.846191
	Iteration 5F: 3 clusters Score -1540741 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1541077.000000 Penalty: 4611.846191
	Iteration 6Q: 3 clusters Score -1541077 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1541228.750000 Penalty: 4611.846191
	Iteration 7Q: 3 clusters Score -1541229 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1541307.125000 Penalty: 4611.846191
	Iteration 8Q: 3 clusters Score -1541307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1541353.375000 Penalty: 4611.846191
	Iteration 9Q: 3 clusters Score -1541353 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1541390.125000 Penalty: 4611.846191
	Iteration 10Q: 3 clusters Score -1541390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1541414.500000 Penalty: 4611.846191
	Iteration 11Q: 3 clusters Score -1541414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1541430.125000 Penalty: 4611.846191
	Iteration 12Q: 3 clusters Score -1541430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1541444.125000 Penalty: 4611.846191
	Iteration 13Q: 3 clusters Score -1541444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1541459.625000 Penalty: 4611.846191
	Iteration 14Q: 3 clusters Score -1541460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1541473.000000 Penalty: 4611.846191
	Iteration 15Q: 3 clusters Score -1541473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1541485.875000 Penalty: 4611.846191
	Iteration 16Q: 3 clusters Score -1541486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1541499.125000 Penalty: 4611.846191
	Iteration 17Q: 3 clusters Score -1541499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1541498.500000 Penalty: 4611.846191
	Iteration 18Q: 3 clusters Score -1541498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1541501.750000 Penalty: 4611.846191
	Iteration 19Q: 3 clusters Score -1541502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1541512.375000 Penalty: 4611.846191
	Iteration 20F: 3 clusters Score -1541512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1541513.625000 Penalty: 4611.846191
	Iteration 21Q: 3 clusters Score -1541514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1541515.750000 Penalty: 4611.846191
	Iteration 22Q: 3 clusters Score -1541516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1541517.375000 Penalty: 4611.846191
	Iteration 23Q: 3 clusters Score -1541517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1541518.750000 Penalty: 4611.846191
	Iteration 24Q: 3 clusters Score -1541519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1541519.250000 Penalty: 4611.846191
	Iteration 25Q: 3 clusters Score -1541519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1541521.625000 Penalty: 4611.846191
	Iteration 26Q: 3 clusters Score -1541522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1541522.375000 Penalty: 4611.846191
	Iteration 27Q: 3 clusters Score -1541522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1541523.375000 Penalty: 4611.846191
	Iteration 28Q: 3 clusters Score -1541523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1541530.125000 Penalty: 4611.846191
	Iteration 29Q: 3 clusters Score -1541530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1541532.500000 Penalty: 4611.846191
	Iteration 30Q: 3 clusters Score -1541532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1541537.250000 Penalty: 4611.846191
	Iteration 31Q: 3 clusters Score -1541537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1541533.750000 Penalty: 4611.846191
	Iteration 32Q: 3 clusters Score -1541534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1541536.625000 Penalty: 4611.846191
	Iteration 33Q: 3 clusters Score -1541537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1541536.500000 Penalty: 4611.846191
	Iteration 34Q: 3 clusters Score -1541536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1541537.750000 Penalty: 4611.846191
	Iteration 35Q: 3 clusters Score -1541538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1541537.375000 Penalty: 4611.846191
	Iteration 36Q: 3 clusters Score -1541537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1541539.375000 Penalty: 4611.846191
	Iteration 37Q: 3 clusters Score -1541539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1541541.750000 Penalty: 4611.846191
	Iteration 38Q: 3 clusters Score -1541542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1541541.750000 Penalty: 4611.846191
	Iteration 39F: 3 clusters Score -1541542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -94948.703125 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -94948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93236.921875 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -93236.92 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93622.500000 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -93622.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93955.484375 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -93955.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94388.414062 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -94388.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94984.140625 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -94984.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95271.796875 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -95271.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95479.500000 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -95479.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95654.570312 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -95654.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96078.882812 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -96078.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96422.046875 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -96422.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96695.546875 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -96695.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96842.039062 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -96842.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96918.109375 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -96918.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97056.015625 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -97056.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97056.015625 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -97056.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29021 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106079 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52391 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165317 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205239 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Mstep: Class 30 contains 425 members 
Entering Unmasked Estep 
Score: -128951872.000000 Penalty: 102048.265625
Splitting cluster 14 changes total score from -128951544.000000 to -128951872.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (15358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Entering Unmasked Estep 
Score: -2043324.750000 Penalty: 2390.569092
	Iteration 0F: 2 clusters Score -2043325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2032166.750000 Penalty: 4781.138184
	Iteration 0F: 3 clusters Score -2032167 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2035670.625000 Penalty: 4781.138184
	Iteration 1F: 3 clusters Score -2035671 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2036108.875000 Penalty: 4781.138184
	Iteration 2F: 3 clusters Score -2036109 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2036494.875000 Penalty: 4781.138184
	Iteration 3F: 3 clusters Score -2036495 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2036869.875000 Penalty: 4781.138184
	Iteration 4Q: 3 clusters Score -2036870 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2037253.125000 Penalty: 4781.138184
	Iteration 5Q: 3 clusters Score -2037253 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2037658.750000 Penalty: 4781.138184
	Iteration 6Q: 3 clusters Score -2037659 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2038063.875000 Penalty: 4781.138184
	Iteration 7Q: 3 clusters Score -2038064 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2038409.875000 Penalty: 4781.138184
	Iteration 8Q: 3 clusters Score -2038410 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2038710.125000 Penalty: 4781.138184
	Iteration 9Q: 3 clusters Score -2038710 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2038939.500000 Penalty: 4781.138184
	Iteration 10Q: 3 clusters Score -2038940 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2039162.625000 Penalty: 4781.138184
	Iteration 11Q: 3 clusters Score -2039163 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2039323.000000 Penalty: 4781.138184
	Iteration 12Q: 3 clusters Score -2039323 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2039462.000000 Penalty: 4781.138184
	Iteration 13Q: 3 clusters Score -2039462 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2039554.625000 Penalty: 4781.138184
	Iteration 14Q: 3 clusters Score -2039555 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2039636.000000 Penalty: 4781.138184
	Iteration 15Q: 3 clusters Score -2039636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2039720.125000 Penalty: 4781.138184
	Iteration 16Q: 3 clusters Score -2039720 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2039808.750000 Penalty: 4781.138184
	Iteration 17Q: 3 clusters Score -2039809 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2039916.000000 Penalty: 4781.138184
	Iteration 18Q: 3 clusters Score -2039916 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2040025.250000 Penalty: 4781.138184
	Iteration 19Q: 3 clusters Score -2040025 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2040143.750000 Penalty: 4781.138184
	Iteration 20F: 3 clusters Score -2040144 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2040267.375000 Penalty: 4781.138184
	Iteration 21Q: 3 clusters Score -2040267 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2040390.125000 Penalty: 4781.138184
	Iteration 22Q: 3 clusters Score -2040390 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2040500.500000 Penalty: 4781.138184
	Iteration 23Q: 3 clusters Score -2040500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2040603.000000 Penalty: 4781.138184
	Iteration 24Q: 3 clusters Score -2040603 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2040695.000000 Penalty: 4781.138184
	Iteration 25Q: 3 clusters Score -2040695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2040797.250000 Penalty: 4781.138184
	Iteration 26Q: 3 clusters Score -2040797 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2040907.375000 Penalty: 4781.138184
	Iteration 27Q: 3 clusters Score -2040907 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2041011.000000 Penalty: 4781.138184
	Iteration 28Q: 3 clusters Score -2041011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2041089.125000 Penalty: 4781.138184
	Iteration 29Q: 3 clusters Score -2041089 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2041159.125000 Penalty: 4781.138184
	Iteration 30Q: 3 clusters Score -2041159 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2041220.375000 Penalty: 4781.138184
	Iteration 31Q: 3 clusters Score -2041220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2041277.000000 Penalty: 4781.138184
	Iteration 32Q: 3 clusters Score -2041277 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2041318.625000 Penalty: 4781.138184
	Iteration 33Q: 3 clusters Score -2041319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2041360.125000 Penalty: 4781.138184
	Iteration 34Q: 3 clusters Score -2041360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2041383.250000 Penalty: 4781.138184
	Iteration 35Q: 3 clusters Score -2041383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2041411.875000 Penalty: 4781.138184
	Iteration 36Q: 3 clusters Score -2041412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2041436.875000 Penalty: 4781.138184
	Iteration 37Q: 3 clusters Score -2041437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2041452.625000 Penalty: 4781.138184
	Iteration 38Q: 3 clusters Score -2041453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2041464.250000 Penalty: 4781.138184
	Iteration 39Q: 3 clusters Score -2041464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2041470.250000 Penalty: 4781.138184
	Iteration 40F: 3 clusters Score -2041470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2041476.625000 Penalty: 4781.138184
	Iteration 41Q: 3 clusters Score -2041477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2041482.000000 Penalty: 4781.138184
	Iteration 42Q: 3 clusters Score -2041482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2041494.750000 Penalty: 4781.138184
	Iteration 43Q: 3 clusters Score -2041495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2041499.250000 Penalty: 4781.138184
	Iteration 44Q: 3 clusters Score -2041499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2041504.125000 Penalty: 4781.138184
	Iteration 45Q: 3 clusters Score -2041504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2041508.375000 Penalty: 4781.138184
	Iteration 46Q: 3 clusters Score -2041508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2041508.375000 Penalty: 4781.138184
	Iteration 47Q: 3 clusters Score -2041508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2041513.375000 Penalty: 4781.138184
	Iteration 48Q: 3 clusters Score -2041513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2041514.500000 Penalty: 4781.138184
	Iteration 49Q: 3 clusters Score -2041514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2041519.000000 Penalty: 4781.138184
	Iteration 50Q: 3 clusters Score -2041519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2041525.625000 Penalty: 4781.138184
	Iteration 51Q: 3 clusters Score -2041526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2041529.000000 Penalty: 4781.138184
	Iteration 52Q: 3 clusters Score -2041529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2041529.250000 Penalty: 4781.138184
	Iteration 53Q: 3 clusters Score -2041529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2041530.750000 Penalty: 4781.138184
	Iteration 54Q: 3 clusters Score -2041531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2041537.125000 Penalty: 4781.138184
	Iteration 55Q: 3 clusters Score -2041537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2041539.125000 Penalty: 4781.138184
	Iteration 56Q: 3 clusters Score -2041539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2041544.000000 Penalty: 4781.138184
	Iteration 57Q: 3 clusters Score -2041544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2041544.875000 Penalty: 4781.138184
	Iteration 58Q: 3 clusters Score -2041545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2041552.000000 Penalty: 4781.138184
	Iteration 59Q: 3 clusters Score -2041552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2041559.125000 Penalty: 4781.138184
	Iteration 60F: 3 clusters Score -2041559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2041564.125000 Penalty: 4781.138184
	Iteration 61Q: 3 clusters Score -2041564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2041563.625000 Penalty: 4781.138184
	Iteration 62Q: 3 clusters Score -2041564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2041564.875000 Penalty: 4781.138184
	Iteration 63Q: 3 clusters Score -2041565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2041566.125000 Penalty: 4781.138184
	Iteration 64Q: 3 clusters Score -2041566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2041572.250000 Penalty: 4781.138184
	Iteration 65Q: 3 clusters Score -2041572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2041582.375000 Penalty: 4781.138184
	Iteration 66Q: 3 clusters Score -2041582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2041584.875000 Penalty: 4781.138184
	Iteration 67Q: 3 clusters Score -2041585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2041591.250000 Penalty: 4781.138184
	Iteration 68Q: 3 clusters Score -2041591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2041592.375000 Penalty: 4781.138184
	Iteration 69Q: 3 clusters Score -2041592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2041594.250000 Penalty: 4781.138184
	Iteration 70Q: 3 clusters Score -2041594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2041594.000000 Penalty: 4781.138184
	Iteration 71Q: 3 clusters Score -2041594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2041596.000000 Penalty: 4781.138184
	Iteration 72Q: 3 clusters Score -2041596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2041595.875000 Penalty: 4781.138184
	Iteration 73Q: 3 clusters Score -2041596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2041595.500000 Penalty: 4781.138184
	Iteration 74Q: 3 clusters Score -2041596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2041600.875000 Penalty: 4781.138184
	Iteration 75Q: 3 clusters Score -2041601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2041607.250000 Penalty: 4781.138184
	Iteration 76Q: 3 clusters Score -2041607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2041610.750000 Penalty: 4781.138184
	Iteration 77Q: 3 clusters Score -2041611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2041611.875000 Penalty: 4781.138184
	Iteration 78Q: 3 clusters Score -2041612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2041611.250000 Penalty: 4781.138184
	Iteration 79Q: 3 clusters Score -2041611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2041612.625000 Penalty: 4781.138184
	Iteration 80F: 3 clusters Score -2041613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2041613.250000 Penalty: 4781.138184
	Iteration 81Q: 3 clusters Score -2041613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2041618.625000 Penalty: 4781.138184
	Iteration 82Q: 3 clusters Score -2041619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2041624.000000 Penalty: 4781.138184
	Iteration 83Q: 3 clusters Score -2041624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2041621.875000 Penalty: 4781.138184
	Iteration 84Q: 3 clusters Score -2041622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2041626.375000 Penalty: 4781.138184
	Iteration 85Q: 3 clusters Score -2041626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2041626.875000 Penalty: 4781.138184
	Iteration 86Q: 3 clusters Score -2041627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2041627.500000 Penalty: 4781.138184
	Iteration 87Q: 3 clusters Score -2041628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2041631.625000 Penalty: 4781.138184
	Iteration 88Q: 3 clusters Score -2041632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2041632.875000 Penalty: 4781.138184
	Iteration 89Q: 3 clusters Score -2041633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2041637.000000 Penalty: 4781.138184
	Iteration 90Q: 3 clusters Score -2041637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2041639.250000 Penalty: 4781.138184
	Iteration 91Q: 3 clusters Score -2041639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2041647.375000 Penalty: 4781.138184
	Iteration 92Q: 3 clusters Score -2041647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2041647.375000 Penalty: 4781.138184
	Iteration 93Q: 3 clusters Score -2041647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2041648.875000 Penalty: 4781.138184
	Iteration 94Q: 3 clusters Score -2041649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2041656.500000 Penalty: 4781.138184
	Iteration 95Q: 3 clusters Score -2041656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2041660.125000 Penalty: 4781.138184
	Iteration 96Q: 3 clusters Score -2041660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2041662.625000 Penalty: 4781.138184
	Iteration 97Q: 3 clusters Score -2041663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2041666.625000 Penalty: 4781.138184
	Iteration 98Q: 3 clusters Score -2041667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2041668.250000 Penalty: 4781.138184
	Iteration 99Q: 3 clusters Score -2041668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2041670.000000 Penalty: 4781.138184
	Iteration 100F: 3 clusters Score -2041670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2041670.125000 Penalty: 4781.138184
	Iteration 101Q: 3 clusters Score -2041670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2041669.375000 Penalty: 4781.138184
	Iteration 102Q: 3 clusters Score -2041669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2041670.750000 Penalty: 4781.138184
	Iteration 103Q: 3 clusters Score -2041671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2041669.000000 Penalty: 4781.138184
	Iteration 104Q: 3 clusters Score -2041669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2041673.500000 Penalty: 4781.138184
	Iteration 105Q: 3 clusters Score -2041674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2041676.625000 Penalty: 4781.138184
	Iteration 106Q: 3 clusters Score -2041677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2041674.375000 Penalty: 4781.138184
	Iteration 107Q: 3 clusters Score -2041674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2041672.500000 Penalty: 4781.138184
	Iteration 108Q: 3 clusters Score -2041672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2041674.000000 Penalty: 4781.138184
	Iteration 109Q: 3 clusters Score -2041674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2041677.250000 Penalty: 4781.138184
	Iteration 110Q: 3 clusters Score -2041677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2041680.250000 Penalty: 4781.138184
	Iteration 111Q: 3 clusters Score -2041680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2041680.375000 Penalty: 4781.138184
	Iteration 112Q: 3 clusters Score -2041680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2041683.250000 Penalty: 4781.138184
	Iteration 113Q: 3 clusters Score -2041683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2041680.875000 Penalty: 4781.138184
	Iteration 114Q: 3 clusters Score -2041681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2041681.875000 Penalty: 4781.138184
	Iteration 115Q: 3 clusters Score -2041682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2041681.875000 Penalty: 4781.138184
	Iteration 116F: 3 clusters Score -2041682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20927.976562 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20927.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21065.550781 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21065.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21098.742188 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21098.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21121.701172 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21131.214844 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21131.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21139.759766 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21139.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21143.996094 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -21144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21143.996094 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -21144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Entering Unmasked Estep 
Score: -3617896.000000 Penalty: 2516.344727
	Iteration 0F: 2 clusters Score -3617896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3600199.500000 Penalty: 5032.689453
	Iteration 0F: 3 clusters Score -3600200 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3606424.250000 Penalty: 5032.689453
	Iteration 1F: 3 clusters Score -3606424 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3606989.750000 Penalty: 5032.689453
	Iteration 2F: 3 clusters Score -3606990 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3607635.250000 Penalty: 5032.689453
	Iteration 3F: 3 clusters Score -3607635 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3608370.500000 Penalty: 5032.689453
	Iteration 4F: 3 clusters Score -3608370 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3609274.750000 Penalty: 5032.689453
	Iteration 5F: 3 clusters Score -3609275 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3610482.750000 Penalty: 5032.689453
	Iteration 6F: 3 clusters Score -3610483 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3611935.500000 Penalty: 5032.689453
	Iteration 7F: 3 clusters Score -3611936 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3613212.250000 Penalty: 5032.689453
	Iteration 8F: 3 clusters Score -3613212 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3614191.000000 Penalty: 5032.689453
	Iteration 9Q: 3 clusters Score -3614191 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3614803.750000 Penalty: 5032.689453
	Iteration 10Q: 3 clusters Score -3614804 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3615179.250000 Penalty: 5032.689453
	Iteration 11Q: 3 clusters Score -3615179 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3615414.000000 Penalty: 5032.689453
	Iteration 12Q: 3 clusters Score -3615414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3615524.500000 Penalty: 5032.689453
	Iteration 13Q: 3 clusters Score -3615524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3615585.000000 Penalty: 5032.689453
	Iteration 14Q: 3 clusters Score -3615585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3615622.750000 Penalty: 5032.689453
	Iteration 15Q: 3 clusters Score -3615623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3615656.750000 Penalty: 5032.689453
	Iteration 16Q: 3 clusters Score -3615657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3615672.750000 Penalty: 5032.689453
	Iteration 17Q: 3 clusters Score -3615673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3615684.750000 Penalty: 5032.689453
	Iteration 18Q: 3 clusters Score -3615685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3615695.000000 Penalty: 5032.689453
	Iteration 19Q: 3 clusters Score -3615695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3615697.500000 Penalty: 5032.689453
	Iteration 20F: 3 clusters Score -3615698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3615706.250000 Penalty: 5032.689453
	Iteration 21Q: 3 clusters Score -3615706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3615712.500000 Penalty: 5032.689453
	Iteration 22Q: 3 clusters Score -3615712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3615715.000000 Penalty: 5032.689453
	Iteration 23Q: 3 clusters Score -3615715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3615723.500000 Penalty: 5032.689453
	Iteration 24Q: 3 clusters Score -3615724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3615737.500000 Penalty: 5032.689453
	Iteration 25Q: 3 clusters Score -3615738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3615741.250000 Penalty: 5032.689453
	Iteration 26Q: 3 clusters Score -3615741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3615746.000000 Penalty: 5032.689453
	Iteration 27Q: 3 clusters Score -3615746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3615747.750000 Penalty: 5032.689453
	Iteration 28Q: 3 clusters Score -3615748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3615747.750000 Penalty: 5032.689453
	Iteration 29F: 3 clusters Score -3615748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Entering Unmasked Estep 
Score: -7724229.500000 Penalty: 2694.889648
	Iteration 0F: 2 clusters Score -7724230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7688766.500000 Penalty: 5389.779297
	Iteration 0F: 3 clusters Score -7688766 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7702387.500000 Penalty: 5389.779297
	Iteration 1F: 3 clusters Score -7702388 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -7702983.000000 Penalty: 5389.779297
	Iteration 2Q: 3 clusters Score -7702983 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7703725.500000 Penalty: 5389.779297
	Iteration 3Q: 3 clusters Score -7703726 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7704617.500000 Penalty: 5389.779297
	Iteration 4Q: 3 clusters Score -7704618 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -7705791.500000 Penalty: 5389.779297
	Iteration 5Q: 3 clusters Score -7705792 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -7707360.000000 Penalty: 5389.779297
	Iteration 6F: 3 clusters Score -7707360 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -7709091.000000 Penalty: 5389.779297
	Iteration 7F: 3 clusters Score -7709091 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7711097.000000 Penalty: 5389.779297
	Iteration 8F: 3 clusters Score -7711097 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -7713082.000000 Penalty: 5389.779297
	Iteration 9F: 3 clusters Score -7713082 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7714364.500000 Penalty: 5389.779297
	Iteration 10Q: 3 clusters Score -7714364 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -7714939.500000 Penalty: 5389.779297
	Iteration 11Q: 3 clusters Score -7714940 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7715222.500000 Penalty: 5389.779297
	Iteration 12Q: 3 clusters Score -7715222 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7715424.000000 Penalty: 5389.779297
	Iteration 13Q: 3 clusters Score -7715424 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7715559.000000 Penalty: 5389.779297
	Iteration 14Q: 3 clusters Score -7715559 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -7715673.500000 Penalty: 5389.779297
	Iteration 15Q: 3 clusters Score -7715674 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -7715768.000000 Penalty: 5389.779297
	Iteration 16Q: 3 clusters Score -7715768 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7715868.500000 Penalty: 5389.779297
	Iteration 17Q: 3 clusters Score -7715868 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -7715955.500000 Penalty: 5389.779297
	Iteration 18Q: 3 clusters Score -7715956 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7716056.000000 Penalty: 5389.779297
	Iteration 19Q: 3 clusters Score -7716056 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -7716129.500000 Penalty: 5389.779297
	Iteration 20F: 3 clusters Score -7716130 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7716177.000000 Penalty: 5389.779297
	Iteration 21Q: 3 clusters Score -7716177 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7716254.000000 Penalty: 5389.779297
	Iteration 22Q: 3 clusters Score -7716254 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -7716292.500000 Penalty: 5389.779297
	Iteration 23Q: 3 clusters Score -7716292 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -7716343.000000 Penalty: 5389.779297
	Iteration 24Q: 3 clusters Score -7716343 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -7716361.000000 Penalty: 5389.779297
	Iteration 25Q: 3 clusters Score -7716361 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -7716423.500000 Penalty: 5389.779297
	Iteration 26Q: 3 clusters Score -7716424 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7716449.000000 Penalty: 5389.779297
	Iteration 27Q: 3 clusters Score -7716449 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -7716507.000000 Penalty: 5389.779297
	Iteration 28Q: 3 clusters Score -7716507 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -7716523.500000 Penalty: 5389.779297
	Iteration 29Q: 3 clusters Score -7716524 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -7716547.000000 Penalty: 5389.779297
	Iteration 30Q: 3 clusters Score -7716547 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7716592.000000 Penalty: 5389.779297
	Iteration 31Q: 3 clusters Score -7716592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -7716615.000000 Penalty: 5389.779297
	Iteration 32Q: 3 clusters Score -7716615 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7716663.500000 Penalty: 5389.779297
	Iteration 33Q: 3 clusters Score -7716664 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -7716677.000000 Penalty: 5389.779297
	Iteration 34Q: 3 clusters Score -7716677 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -7716686.500000 Penalty: 5389.779297
	Iteration 35Q: 3 clusters Score -7716686 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -7716727.000000 Penalty: 5389.779297
	Iteration 36Q: 3 clusters Score -7716727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -7716735.500000 Penalty: 5389.779297
	Iteration 37Q: 3 clusters Score -7716736 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7716781.000000 Penalty: 5389.779297
	Iteration 38Q: 3 clusters Score -7716781 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7716825.500000 Penalty: 5389.779297
	Iteration 39Q: 3 clusters Score -7716826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -7716874.500000 Penalty: 5389.779297
	Iteration 40F: 3 clusters Score -7716874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -7716902.000000 Penalty: 5389.779297
	Iteration 41Q: 3 clusters Score -7716902 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -7716964.500000 Penalty: 5389.779297
	Iteration 42Q: 3 clusters Score -7716964 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -7717075.500000 Penalty: 5389.779297
	Iteration 43Q: 3 clusters Score -7717076 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7717155.000000 Penalty: 5389.779297
	Iteration 44Q: 3 clusters Score -7717155 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7717224 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7717324 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -7717406.500000 Penalty: 5389.779297
	Iteration 47Q: 3 clusters Score -7717406 nChanged 482
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7717524 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -7717635.500000 Penalty: 5389.779297
	Iteration 49Q: 3 clusters Score -7717636 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -7717790.500000 Penalty: 5389.779297
	Iteration 50Q: 3 clusters Score -7717790 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7717950 nChanged 610
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7718056.000000 Penalty: 5389.779297
	Iteration 52Q: 3 clusters Score -7718056 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7718163.500000 Penalty: 5389.779297
	Iteration 53Q: 3 clusters Score -7718164 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7718366 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7718549 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7718798 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7718984 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -7719168.000000 Penalty: 5389.779297
	Iteration 58Q: 3 clusters Score -7719168 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7719360 nChanged 584
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -7719576.000000 Penalty: 5389.779297
	Iteration 60F: 3 clusters Score -7719576 nChanged 565
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Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7719715 nChanged 522
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7719906 nChanged 461
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7720049 nChanged 439
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Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7720151 nChanged 416
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Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7720266 nChanged 398
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7720350 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7720496 nChanged 400
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Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7720600 nChanged 370
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Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7720714 nChanged 310
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Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7720786 nChanged 292
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Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7720864 nChanged 275
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Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7720942 nChanged 254
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Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7721010 nChanged 250
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Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7721084 nChanged 209
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Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7721157 nChanged 185
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Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7721218 nChanged 170
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Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -7721261.500000 Penalty: 5389.779297
	Iteration 77Q: 3 clusters Score -7721262 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7721316 nChanged 143
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7721364 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -7721416.000000 Penalty: 5389.779297
	Iteration 80F: 3 clusters Score -7721416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7721451 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7721501 nChanged 144
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7721529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7721558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -7721605.500000 Penalty: 5389.779297
	Iteration 85Q: 3 clusters Score -7721606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7721638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7721684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -7721708.000000 Penalty: 5389.779297
	Iteration 88Q: 3 clusters Score -7721708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -7721731.500000 Penalty: 5389.779297
	Iteration 89Q: 3 clusters Score -7721732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7721750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7721758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -7721777.500000 Penalty: 5389.779297
	Iteration 92Q: 3 clusters Score -7721778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -7721773.000000 Penalty: 5389.779297
	Iteration 93Q: 3 clusters Score -7721773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7721777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7721784 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -7721774.500000 Penalty: 5389.779297
	Iteration 96Q: 3 clusters Score -7721774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -7721794.000000 Penalty: 5389.779297
	Iteration 97Q: 3 clusters Score -7721794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -7721820.000000 Penalty: 5389.779297
	Iteration 98Q: 3 clusters Score -7721820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -7721828.500000 Penalty: 5389.779297
	Iteration 99Q: 3 clusters Score -7721828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -7721845.000000 Penalty: 5389.779297
	Iteration 100F: 3 clusters Score -7721845 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7721849.500000 Penalty: 5389.779297
	Iteration 101Q: 3 clusters Score -7721850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -7721864.000000 Penalty: 5389.779297
	Iteration 102Q: 3 clusters Score -7721864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -7721875.500000 Penalty: 5389.779297
	Iteration 103Q: 3 clusters Score -7721876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -7721891.000000 Penalty: 5389.779297
	Iteration 104Q: 3 clusters Score -7721891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -7721903.000000 Penalty: 5389.779297
	Iteration 105Q: 3 clusters Score -7721903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7721904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -7721907.000000 Penalty: 5389.779297
	Iteration 107Q: 3 clusters Score -7721907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -7721918.500000 Penalty: 5389.779297
	Iteration 108Q: 3 clusters Score -7721918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -7721931.000000 Penalty: 5389.779297
	Iteration 109Q: 3 clusters Score -7721931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7721932 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -7721936.500000 Penalty: 5389.779297
	Iteration 111Q: 3 clusters Score -7721936 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7721950 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -7721957.500000 Penalty: 5389.779297
	Iteration 113Q: 3 clusters Score -7721958 nChanged 10
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Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -7721961.500000 Penalty: 5389.779297
	Iteration 114Q: 3 clusters Score -7721962 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -7721965.000000 Penalty: 5389.779297
	Iteration 115Q: 3 clusters Score -7721965 nChanged 8
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Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7721962 nChanged 13
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -7721971.000000 Penalty: 5389.779297
	Iteration 117Q: 3 clusters Score -7721971 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -7721969.500000 Penalty: 5389.779297
	Iteration 118Q: 3 clusters Score -7721970 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -7721979.500000 Penalty: 5389.779297
	Iteration 119Q: 3 clusters Score -7721980 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -7721983.500000 Penalty: 5389.779297
	Iteration 120F: 3 clusters Score -7721984 nChanged 26
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Entering Unmasked Estep 
Score: -7722002.000000 Penalty: 5389.779297
	Iteration 121Q: 3 clusters Score -7722002 nChanged 24
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	Iteration 122Q: 3 clusters Score -7722011 nChanged 18
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7722012 nChanged 17
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7722018 nChanged 14
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Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7722012 nChanged 13
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Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7722019 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -7722026.500000 Penalty: 5389.779297
	Iteration 127Q: 3 clusters Score -7722026 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7722026 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7722034.000000 Penalty: 5389.779297
	Iteration 129Q: 3 clusters Score -7722034 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7722026 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -7722024.500000 Penalty: 5389.779297
	Iteration 131Q: 3 clusters Score -7722024 nChanged 14
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Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7722034 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7722034 nChanged 11
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7722038.500000 Penalty: 5389.779297
	Iteration 134Q: 3 clusters Score -7722038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -7722040.000000 Penalty: 5389.779297
	Iteration 135Q: 3 clusters Score -7722040 nChanged 7
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Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -7722039.000000 Penalty: 5389.779297
	Iteration 136Q: 3 clusters Score -7722039 nChanged 3
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Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7722040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -7722041.500000 Penalty: 5389.779297
	Iteration 138Q: 3 clusters Score -7722042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -7722039.000000 Penalty: 5389.779297
	Iteration 139Q: 3 clusters Score -7722039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7722037.500000 Penalty: 5389.779297
	Iteration 140F: 3 clusters Score -7722038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1282758.750000 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -1282759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1275909.750000 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -1275910 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1277754.000000 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -1277754 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1277982.625000 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -1277983 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1278134.875000 Penalty: 4501.813965
	Iteration 3Q: 3 clusters Score -1278135 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1278261.125000 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -1278261 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1278357.250000 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -1278357 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1278428.375000 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -1278428 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1278490.250000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -1278490 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1278549.375000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -1278549 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1278601.375000 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -1278601 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1278650.250000 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -1278650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1278689.875000 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -1278690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1278723.500000 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -1278724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1278763.875000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -1278764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1278807.000000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -1278807 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1278863.500000 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -1278864 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1278935.500000 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -1278936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1279031.125000 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -1279031 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1279135.000000 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -1279135 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1279256.500000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -1279256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1279407.125000 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -1279407 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1279577.750000 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -1279578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1279764.250000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -1279764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1279946.625000 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -1279947 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1280121.500000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -1280122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1280277.750000 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -1280278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1280383.125000 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -1280383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1280469.875000 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -1280470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1280540.875000 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -1280541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1280584.250000 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -1280584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1280622.625000 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -1280623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1280655.875000 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -1280656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1280682.375000 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -1280682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1280704.125000 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -1280704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1280723.375000 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -1280723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1280738.000000 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -1280738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1280750.250000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -1280750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1280760.000000 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -1280760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1280765.500000 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -1280766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1280769.875000 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -1280770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1280774.375000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -1280774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1280776.750000 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -1280777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1280780.125000 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -1280780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1280780.125000 Penalty: 4501.813965
	Iteration 43F: 3 clusters Score -1280780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -316666.625000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -316666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -313782.031250 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -313782 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -314390.312500 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -314390.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314587.625000 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -314587.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314721.968750 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -314722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -314863.468750 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -314863.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -315107.656250 Penalty: 3855.076416
	Iteration 5F: 3 clusters Score -315107.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315352.531250 Penalty: 3855.076416
	Iteration 6F: 3 clusters Score -315352.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315654.156250 Penalty: 3855.076416
	Iteration 7F: 3 clusters Score -315654.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -315883.406250 Penalty: 3855.076416
	Iteration 8F: 3 clusters Score -315883.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316033.656250 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -316033.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -316125.375000 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -316125.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -316180.468750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -316180.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -316217.437500 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -316217.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -316253.875000 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -316253.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -316282.906250 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -316282.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -316295.781250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -316295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316313.937500 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -316313.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -316330.718750 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -316330.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -316355.375000 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -316355.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -316365.562500 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -316365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -316371.250000 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -316371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -316377.906250 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -316377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -316382.187500 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -316382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -316389.718750 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -316389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -316396.781250 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -316396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -316402.593750 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -316402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -316409.968750 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -316410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316415.750000 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -316415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -316416.562500 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -316416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -316416.562500 Penalty: 3855.076416
	Iteration 29F: 3 clusters Score -316416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Entering Unmasked Estep 
Score: -24222646.000000 Penalty: 2979.873779
	Iteration 0F: 2 clusters Score -2.422265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -24117182.000000 Penalty: 5959.747559
	Iteration 0F: 3 clusters Score -2.411718e+07 nChanged 79001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -24162988.000000 Penalty: 5959.747559
	Iteration 1F: 3 clusters Score -2.416299e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -24164358.000000 Penalty: 5959.747559
	Iteration 2Q: 3 clusters Score -2.416436e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -24166288.000000 Penalty: 5959.747559
	Iteration 3Q: 3 clusters Score -2.416629e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -24168968.000000 Penalty: 5959.747559
	Iteration 4Q: 3 clusters Score -2.416897e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -24173850.000000 Penalty: 5959.747559
	Iteration 5F: 3 clusters Score -2.417385e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -24181992.000000 Penalty: 5959.747559
	Iteration 6F: 3 clusters Score -2.418199e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -24192802.000000 Penalty: 5959.747559
	Iteration 7F: 3 clusters Score -2.41928e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -24203564.000000 Penalty: 5959.747559
	Iteration 8F: 3 clusters Score -2.420356e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -24211022.000000 Penalty: 5959.747559
	Iteration 9F: 3 clusters Score -2.421102e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -24214992.000000 Penalty: 5959.747559
	Iteration 10Q: 3 clusters Score -2.421499e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -24217288.000000 Penalty: 5959.747559
	Iteration 11Q: 3 clusters Score -2.421729e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -24218760.000000 Penalty: 5959.747559
	Iteration 12Q: 3 clusters Score -2.421876e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -24219726.000000 Penalty: 5959.747559
	Iteration 13Q: 3 clusters Score -2.421973e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159281 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -24220186.000000 Penalty: 5959.747559
	Iteration 14Q: 3 clusters Score -2.422019e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -24220444.000000 Penalty: 5959.747559
	Iteration 15Q: 3 clusters Score -2.422044e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -24220582.000000 Penalty: 5959.747559
	Iteration 16Q: 3 clusters Score -2.422058e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -24220770.000000 Penalty: 5959.747559
	Iteration 17Q: 3 clusters Score -2.422077e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -24220804.000000 Penalty: 5959.747559
	Iteration 18Q: 3 clusters Score -2.42208e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161797 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -24220888.000000 Penalty: 5959.747559
	Iteration 19Q: 3 clusters Score -2.422089e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161985 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -24220966.000000 Penalty: 5959.747559
	Iteration 20F: 3 clusters Score -2.422097e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -24221024.000000 Penalty: 5959.747559
	Iteration 21Q: 3 clusters Score -2.422102e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -24221066.000000 Penalty: 5959.747559
	Iteration 22Q: 3 clusters Score -2.422107e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -24221116.000000 Penalty: 5959.747559
	Iteration 23Q: 3 clusters Score -2.422112e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162357 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24221138.000000 Penalty: 5959.747559
	Iteration 24Q: 3 clusters Score -2.422114e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -24221168.000000 Penalty: 5959.747559
	Iteration 25Q: 3 clusters Score -2.422117e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -24221136.000000 Penalty: 5959.747559
	Iteration 26Q: 3 clusters Score -2.422114e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162407 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -24221168.000000 Penalty: 5959.747559
	Iteration 27Q: 3 clusters Score -2.422117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -24221172.000000 Penalty: 5959.747559
	Iteration 28Q: 3 clusters Score -2.422117e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -24221192.000000 Penalty: 5959.747559
	Iteration 29Q: 3 clusters Score -2.422119e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162369 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -24221184.000000 Penalty: 5959.747559
	Iteration 30Q: 3 clusters Score -2.422118e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162337 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -24221166.000000 Penalty: 5959.747559
	Iteration 31Q: 3 clusters Score -2.422117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -24221180.000000 Penalty: 5959.747559
	Iteration 32Q: 3 clusters Score -2.422118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162309 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -24221190.000000 Penalty: 5959.747559
	Iteration 33Q: 3 clusters Score -2.422119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162294 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -24221206.000000 Penalty: 5959.747559
	Iteration 34Q: 3 clusters Score -2.422121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -24221212.000000 Penalty: 5959.747559
	Iteration 35Q: 3 clusters Score -2.422121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -24221196.000000 Penalty: 5959.747559
	Iteration 36Q: 3 clusters Score -2.42212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 5959.747559
	Iteration 37Q: 3 clusters Score -2.422121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162250 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -24221224.000000 Penalty: 5959.747559
	Iteration 38Q: 3 clusters Score -2.422122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -24221226.000000 Penalty: 5959.747559
	Iteration 39Q: 3 clusters Score -2.422123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 5959.747559
	Iteration 40F: 3 clusters Score -2.422121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -24221200.000000 Penalty: 5959.747559
	Iteration 41Q: 3 clusters Score -2.42212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -24221228.000000 Penalty: 5959.747559
	Iteration 42Q: 3 clusters Score -2.422123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 5959.747559
	Iteration 43Q: 3 clusters Score -2.422121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -24221212.000000 Penalty: 5959.747559
	Iteration 44Q: 3 clusters Score -2.422121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -24221230.000000 Penalty: 5959.747559
	Iteration 45Q: 3 clusters Score -2.422123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -24221224.000000 Penalty: 5959.747559
	Iteration 46Q: 3 clusters Score -2.422122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 5959.747559
	Iteration 47Q: 3 clusters Score -2.422121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -24221206.000000 Penalty: 5959.747559
	Iteration 48Q: 3 clusters Score -2.422121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162098 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 5959.747559
	Iteration 49Q: 3 clusters Score -2.422121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162091 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -24221210.000000 Penalty: 5959.747559
	Iteration 50Q: 3 clusters Score -2.422121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -24221204.000000 Penalty: 5959.747559
	Iteration 51Q: 3 clusters Score -2.42212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -24221204.000000 Penalty: 5959.747559
	Iteration 52Q: 3 clusters Score -2.42212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -24221208.000000 Penalty: 5959.747559
	Iteration 53Q: 3 clusters Score -2.422121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -24221206.000000 Penalty: 5959.747559
	Iteration 54Q: 3 clusters Score -2.422121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -24221208.000000 Penalty: 5959.747559
	Iteration 55Q: 3 clusters Score -2.422121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162081 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -24221210.000000 Penalty: 5959.747559
	Iteration 56Q: 3 clusters Score -2.422121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -24221204.000000 Penalty: 5959.747559
	Iteration 57Q: 3 clusters Score -2.42212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -24221196.000000 Penalty: 5959.747559
	Iteration 58Q: 3 clusters Score -2.42212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -24221208.000000 Penalty: 5959.747559
	Iteration 59Q: 3 clusters Score -2.422121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162081 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -24221210.000000 Penalty: 5959.747559
	Iteration 60F: 3 clusters Score -2.422121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -24221210.000000 Penalty: 5959.747559
	Iteration 61Q: 3 clusters Score -2.422121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -24221202.000000 Penalty: 5959.747559
	Iteration 62Q: 3 clusters Score -2.42212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -24221204.000000 Penalty: 5959.747559
	Iteration 63Q: 3 clusters Score -2.42212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -24221212.000000 Penalty: 5959.747559
	Iteration 64Q: 3 clusters Score -2.422121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -24221210.000000 Penalty: 5959.747559
	Iteration 65Q: 3 clusters Score -2.422121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162071 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -24221216.000000 Penalty: 5959.747559
	Iteration 66Q: 3 clusters Score -2.422122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -24221234.000000 Penalty: 5959.747559
	Iteration 67Q: 3 clusters Score -2.422123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -24221218.000000 Penalty: 5959.747559
	Iteration 68Q: 3 clusters Score -2.422122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -24221228.000000 Penalty: 5959.747559
	Iteration 69Q: 3 clusters Score -2.422123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162068 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -24221216.000000 Penalty: 5959.747559
	Iteration 70Q: 3 clusters Score -2.422122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -24221216.000000 Penalty: 5959.747559
	Iteration 71Q: 3 clusters Score -2.422122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162063 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -24221216.000000 Penalty: 5959.747559
	Iteration 72Q: 3 clusters Score -2.422122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -24221224.000000 Penalty: 5959.747559
	Iteration 73Q: 3 clusters Score -2.422122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -24221206.000000 Penalty: 5959.747559
	Iteration 74Q: 3 clusters Score -2.422121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -24221198.000000 Penalty: 5959.747559
	Iteration 75Q: 3 clusters Score -2.42212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -24221190.000000 Penalty: 5959.747559
	Iteration 76Q: 3 clusters Score -2.422119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -24221192.000000 Penalty: 5959.747559
	Iteration 77Q: 3 clusters Score -2.422119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -24221192.000000 Penalty: 5959.747559
	Iteration 78Q: 3 clusters Score -2.422119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162053 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -24221190.000000 Penalty: 5959.747559
	Iteration 79Q: 3 clusters Score -2.422119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -24221182.000000 Penalty: 5959.747559
	Iteration 80F: 3 clusters Score -2.422118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -79835.085938 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -79835.09 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 334 members 
Entering Unmasked Estep 
Score: -78294.820312 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -78294.82 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78893.375000 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -78893.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79158.671875 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -79158.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79471.390625 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -79471.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79805.984375 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -79805.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80044.257812 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -80044.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80118.546875 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -80118.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80160.554688 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -80160.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80186.343750 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -80186.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80196.812500 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -80196.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80209.875000 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -80209.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80223.625000 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -80223.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80234.460938 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -80234.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80265.218750 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -80265.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80291.375000 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -80291.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80303.351562 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -80303.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80303.351562 Penalty: 3217.891357
	Iteration 16F: 3 clusters Score -80303.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29021 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106079 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52391 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165317 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205239 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 502 members 
Entering Unmasked Estep 
Score: -128950576.000000 Penalty: 105449.875000
Splitting cluster 22 changes total score from -128951544.000000 to -128950576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -359875.343750 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -359875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -356661.062500 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -356661.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -357596.750000 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -357596.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -358138.718750 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -358138.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -358410.875000 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -358410.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358602.406250 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -358602.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -358780.156250 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -358780.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -358944.531250 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -358944.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -359080.968750 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -359081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -359192.250000 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -359192.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -359277.843750 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -359277.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -359330.718750 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -359330.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -359363.093750 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -359363.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -359383.843750 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -359383.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -359397.968750 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -359398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -359416.437500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -359416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -359432.093750 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -359432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -359442.375000 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -359442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -359449.125000 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -359449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -359450.062500 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -359450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -359451.000000 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -359451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -359451.125000 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -359451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (205239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205239 members 
Entering Unmasked Estep 
Score: -30005140.000000 Penalty: 3033.518799
	Iteration 0F: 2 clusters Score -3.000514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -29878256.000000 Penalty: 6067.037598
	Iteration 0F: 3 clusters Score -2.987826e+07 nChanged 98328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -29935838.000000 Penalty: 6067.037598
	Iteration 1F: 3 clusters Score -2.993584e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -29936766.000000 Penalty: 6067.037598
	Iteration 2Q: 3 clusters Score -2.993677e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -29937932.000000 Penalty: 6067.037598
	Iteration 3Q: 3 clusters Score -2.993793e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -29939760.000000 Penalty: 6067.037598
	Iteration 4Q: 3 clusters Score -2.993976e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -29942974.000000 Penalty: 6067.037598
	Iteration 5Q: 3 clusters Score -2.994297e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 124454 members 
Entering Unmasked Estep 
Score: -29947602.000000 Penalty: 6067.037598
	Iteration 6F: 3 clusters Score -2.99476e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -29954164.000000 Penalty: 6067.037598
	Iteration 7F: 3 clusters Score -2.995416e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 140675 members 
Entering Unmasked Estep 
Score: -29961960.000000 Penalty: 6067.037598
	Iteration 8F: 3 clusters Score -2.996196e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 147639 members 
Entering Unmasked Estep 
Score: -29970482.000000 Penalty: 6067.037598
	Iteration 9F: 3 clusters Score -2.997048e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -29978272.000000 Penalty: 6067.037598
	Iteration 10F: 3 clusters Score -2.997827e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -29983122.000000 Penalty: 6067.037598
	Iteration 11Q: 3 clusters Score -2.998312e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -29985948.000000 Penalty: 6067.037598
	Iteration 12Q: 3 clusters Score -2.998595e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 158397 members 
Entering Unmasked Estep 
Score: -29987432.000000 Penalty: 6067.037598
	Iteration 13Q: 3 clusters Score -2.998743e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -29988612.000000 Penalty: 6067.037598
	Iteration 14Q: 3 clusters Score -2.998861e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 162237 members 
Entering Unmasked Estep 
Score: -29989814.000000 Penalty: 6067.037598
	Iteration 15Q: 3 clusters Score -2.998981e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -29991266.000000 Penalty: 6067.037598
	Iteration 16Q: 3 clusters Score -2.999127e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -29992718.000000 Penalty: 6067.037598
	Iteration 17Q: 3 clusters Score -2.999272e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 168459 members 
Entering Unmasked Estep 
Score: -29994276.000000 Penalty: 6067.037598
	Iteration 18Q: 3 clusters Score -2.999428e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -29995998.000000 Penalty: 6067.037598
	Iteration 19Q: 3 clusters Score -2.9996e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -29997828.000000 Penalty: 6067.037598
	Iteration 20F: 3 clusters Score -2.999783e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 174980 members 
Entering Unmasked Estep 
Score: -29999532.000000 Penalty: 6067.037598
	Iteration 21Q: 3 clusters Score -2.999953e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -30001024.000000 Penalty: 6067.037598
	Iteration 22Q: 3 clusters Score -3.000102e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -30002174.000000 Penalty: 6067.037598
	Iteration 23Q: 3 clusters Score -3.000217e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 180804 members 
Entering Unmasked Estep 
Score: -30003276.000000 Penalty: 6067.037598
	Iteration 24Q: 3 clusters Score -3.000328e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -30004064.000000 Penalty: 6067.037598
	Iteration 25Q: 3 clusters Score -3.000406e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 184050 members 
Entering Unmasked Estep 
Score: -30004580.000000 Penalty: 6067.037598
	Iteration 26Q: 3 clusters Score -3.000458e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 185492 members 
Entering Unmasked Estep 
Score: -30004892.000000 Penalty: 6067.037598
	Iteration 27Q: 3 clusters Score -3.000489e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 186857 members 
Entering Unmasked Estep 
Score: -30005182.000000 Penalty: 6067.037598
	Iteration 28Q: 3 clusters Score -3.000518e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 188127 members 
Entering Unmasked Estep 
Score: -30005326.000000 Penalty: 6067.037598
	Iteration 29Q: 3 clusters Score -3.000533e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -30005794.000000 Penalty: 6067.037598
	Iteration 30Q: 3 clusters Score -3.000579e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 190361 members 
Entering Unmasked Estep 
Score: -30006002.000000 Penalty: 6067.037598
	Iteration 31Q: 3 clusters Score -3.0006e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 191306 members 
Entering Unmasked Estep 
Score: -30006200.000000 Penalty: 6067.037598
	Iteration 32Q: 3 clusters Score -3.00062e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 192167 members 
Entering Unmasked Estep 
Score: -30006318.000000 Penalty: 6067.037598
	Iteration 33Q: 3 clusters Score -3.000632e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 192925 members 
Entering Unmasked Estep 
Score: -30006332.000000 Penalty: 6067.037598
	Iteration 34Q: 3 clusters Score -3.000633e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 193647 members 
Entering Unmasked Estep 
Score: -30006298.000000 Penalty: 6067.037598
	Iteration 35Q: 3 clusters Score -3.00063e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 194298 members 
Entering Unmasked Estep 
Score: -30006274.000000 Penalty: 6067.037598
	Iteration 36Q: 3 clusters Score -3.000627e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 194911 members 
Entering Unmasked Estep 
Score: -30006302.000000 Penalty: 6067.037598
	Iteration 37Q: 3 clusters Score -3.00063e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -30006422.000000 Penalty: 6067.037598
	Iteration 38Q: 3 clusters Score -3.000642e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -30006324.000000 Penalty: 6067.037598
	Iteration 39Q: 3 clusters Score -3.000632e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 196472 members 
Entering Unmasked Estep 
Score: -30006152.000000 Penalty: 6067.037598
	Iteration 40F: 3 clusters Score -3.000615e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 196856 members 
Entering Unmasked Estep 
Score: -30006006.000000 Penalty: 6067.037598
	Iteration 41Q: 3 clusters Score -3.000601e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 197193 members 
Entering Unmasked Estep 
Score: -30005908.000000 Penalty: 6067.037598
	Iteration 42Q: 3 clusters Score -3.000591e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -30005848.000000 Penalty: 6067.037598
	Iteration 43Q: 3 clusters Score -3.000585e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 197824 members 
Entering Unmasked Estep 
Score: -30005732.000000 Penalty: 6067.037598
	Iteration 44Q: 3 clusters Score -3.000573e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 198115 members 
Entering Unmasked Estep 
Score: -30005658.000000 Penalty: 6067.037598
	Iteration 45Q: 3 clusters Score -3.000566e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 198357 members 
Entering Unmasked Estep 
Score: -30005546.000000 Penalty: 6067.037598
	Iteration 46Q: 3 clusters Score -3.000555e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 198592 members 
Entering Unmasked Estep 
Score: -30005494.000000 Penalty: 6067.037598
	Iteration 47Q: 3 clusters Score -3.000549e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 198828 members 
Entering Unmasked Estep 
Score: -30005402.000000 Penalty: 6067.037598
	Iteration 48Q: 3 clusters Score -3.00054e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 199050 members 
Entering Unmasked Estep 
Score: -30005304.000000 Penalty: 6067.037598
	Iteration 49Q: 3 clusters Score -3.00053e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 199277 members 
Entering Unmasked Estep 
Score: -30005238.000000 Penalty: 6067.037598
	Iteration 50Q: 3 clusters Score -3.000524e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 199497 members 
Entering Unmasked Estep 
Score: -30005170.000000 Penalty: 6067.037598
	Iteration 51Q: 3 clusters Score -3.000517e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 199702 members 
Entering Unmasked Estep 
Score: -30005134.000000 Penalty: 6067.037598
	Iteration 52Q: 3 clusters Score -3.000513e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 199883 members 
Entering Unmasked Estep 
Score: -30005106.000000 Penalty: 6067.037598
	Iteration 53Q: 3 clusters Score -3.000511e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 200059 members 
Entering Unmasked Estep 
Score: -30004988.000000 Penalty: 6067.037598
	Iteration 54Q: 3 clusters Score -3.000499e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 200227 members 
Entering Unmasked Estep 
Score: -30004906.000000 Penalty: 6067.037598
	Iteration 55Q: 3 clusters Score -3.000491e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 200374 members 
Entering Unmasked Estep 
Score: -30004794.000000 Penalty: 6067.037598
	Iteration 56Q: 3 clusters Score -3.000479e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 200514 members 
Entering Unmasked Estep 
Score: -30004734.000000 Penalty: 6067.037598
	Iteration 57Q: 3 clusters Score -3.000473e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 200665 members 
Entering Unmasked Estep 
Score: -30004694.000000 Penalty: 6067.037598
	Iteration 58Q: 3 clusters Score -3.000469e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 200803 members 
Entering Unmasked Estep 
Score: -30004640.000000 Penalty: 6067.037598
	Iteration 59Q: 3 clusters Score -3.000464e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 200951 members 
Entering Unmasked Estep 
Score: -30004648.000000 Penalty: 6067.037598
	Iteration 60F: 3 clusters Score -3.000465e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 201084 members 
Entering Unmasked Estep 
Score: -30004676.000000 Penalty: 6067.037598
	Iteration 61Q: 3 clusters Score -3.000468e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 201205 members 
Entering Unmasked Estep 
Score: -30004544.000000 Penalty: 6067.037598
	Iteration 62Q: 3 clusters Score -3.000454e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -30004512.000000 Penalty: 6067.037598
	Iteration 63Q: 3 clusters Score -3.000451e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 201455 members 
Entering Unmasked Estep 
Score: -30004436.000000 Penalty: 6067.037598
	Iteration 64Q: 3 clusters Score -3.000444e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -30004396.000000 Penalty: 6067.037598
	Iteration 65Q: 3 clusters Score -3.00044e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -30004384.000000 Penalty: 6067.037598
	Iteration 66Q: 3 clusters Score -3.000438e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 201797 members 
Entering Unmasked Estep 
Score: -30004342.000000 Penalty: 6067.037598
	Iteration 67Q: 3 clusters Score -3.000434e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 201909 members 
Entering Unmasked Estep 
Score: -30004288.000000 Penalty: 6067.037598
	Iteration 68Q: 3 clusters Score -3.000429e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -30004232.000000 Penalty: 6067.037598
	Iteration 69Q: 3 clusters Score -3.000423e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -30004154.000000 Penalty: 6067.037598
	Iteration 70Q: 3 clusters Score -3.000415e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -30004096.000000 Penalty: 6067.037598
	Iteration 71Q: 3 clusters Score -3.00041e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 202366 members 
Entering Unmasked Estep 
Score: -30004086.000000 Penalty: 6067.037598
	Iteration 72Q: 3 clusters Score -3.000409e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 202463 members 
Entering Unmasked Estep 
Score: -30004072.000000 Penalty: 6067.037598
	Iteration 73Q: 3 clusters Score -3.000407e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 202547 members 
Entering Unmasked Estep 
Score: -30004072.000000 Penalty: 6067.037598
	Iteration 74Q: 3 clusters Score -3.000407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 202617 members 
Entering Unmasked Estep 
Score: -30004080.000000 Penalty: 6067.037598
	Iteration 75Q: 3 clusters Score -3.000408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 202690 members 
Entering Unmasked Estep 
Score: -30004046.000000 Penalty: 6067.037598
	Iteration 76Q: 3 clusters Score -3.000405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 202758 members 
Entering Unmasked Estep 
Score: -30004032.000000 Penalty: 6067.037598
	Iteration 77Q: 3 clusters Score -3.000403e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 202837 members 
Entering Unmasked Estep 
Score: -30003954.000000 Penalty: 6067.037598
	Iteration 78Q: 3 clusters Score -3.000395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 202901 members 
Entering Unmasked Estep 
Score: -30003912.000000 Penalty: 6067.037598
	Iteration 79Q: 3 clusters Score -3.000391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 202974 members 
Entering Unmasked Estep 
Score: -30003892.000000 Penalty: 6067.037598
	Iteration 80F: 3 clusters Score -3.000389e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 203042 members 
Entering Unmasked Estep 
Score: -30003888.000000 Penalty: 6067.037598
	Iteration 81Q: 3 clusters Score -3.000389e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 203109 members 
Entering Unmasked Estep 
Score: -30003850.000000 Penalty: 6067.037598
	Iteration 82Q: 3 clusters Score -3.000385e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 203163 members 
Entering Unmasked Estep 
Score: -30003822.000000 Penalty: 6067.037598
	Iteration 83Q: 3 clusters Score -3.000382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -30003778.000000 Penalty: 6067.037598
	Iteration 84Q: 3 clusters Score -3.000378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 203270 members 
Entering Unmasked Estep 
Score: -30003728.000000 Penalty: 6067.037598
	Iteration 85Q: 3 clusters Score -3.000373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 203311 members 
Entering Unmasked Estep 
Score: -30003736.000000 Penalty: 6067.037598
	Iteration 86Q: 3 clusters Score -3.000374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 203359 members 
Entering Unmasked Estep 
Score: -30003708.000000 Penalty: 6067.037598
	Iteration 87Q: 3 clusters Score -3.000371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 203404 members 
Entering Unmasked Estep 
Score: -30003682.000000 Penalty: 6067.037598
	Iteration 88Q: 3 clusters Score -3.000368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 203443 members 
Entering Unmasked Estep 
Score: -30003652.000000 Penalty: 6067.037598
	Iteration 89Q: 3 clusters Score -3.000365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 203485 members 
Entering Unmasked Estep 
Score: -30003650.000000 Penalty: 6067.037598
	Iteration 90Q: 3 clusters Score -3.000365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 203523 members 
Entering Unmasked Estep 
Score: -30003662.000000 Penalty: 6067.037598
	Iteration 91Q: 3 clusters Score -3.000366e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 203569 members 
Entering Unmasked Estep 
Score: -30003644.000000 Penalty: 6067.037598
	Iteration 92Q: 3 clusters Score -3.000364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 203607 members 
Entering Unmasked Estep 
Score: -30003636.000000 Penalty: 6067.037598
	Iteration 93Q: 3 clusters Score -3.000364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 203631 members 
Entering Unmasked Estep 
Score: -30003632.000000 Penalty: 6067.037598
	Iteration 94Q: 3 clusters Score -3.000363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 203665 members 
Entering Unmasked Estep 
Score: -30003604.000000 Penalty: 6067.037598
	Iteration 95Q: 3 clusters Score -3.00036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -30003578.000000 Penalty: 6067.037598
	Iteration 96Q: 3 clusters Score -3.000358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 203708 members 
Entering Unmasked Estep 
Score: -30003578.000000 Penalty: 6067.037598
	Iteration 97Q: 3 clusters Score -3.000358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 203731 members 
Entering Unmasked Estep 
Score: -30003574.000000 Penalty: 6067.037598
	Iteration 98Q: 3 clusters Score -3.000357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 203751 members 
Entering Unmasked Estep 
Score: -30003590.000000 Penalty: 6067.037598
	Iteration 99Q: 3 clusters Score -3.000359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 203767 members 
Entering Unmasked Estep 
Score: -30003602.000000 Penalty: 6067.037598
	Iteration 100F: 3 clusters Score -3.00036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 203779 members 
Entering Unmasked Estep 
Score: -30003578.000000 Penalty: 6067.037598
	Iteration 101Q: 3 clusters Score -3.000358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 203797 members 
Entering Unmasked Estep 
Score: -30003548.000000 Penalty: 6067.037598
	Iteration 102Q: 3 clusters Score -3.000355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 203814 members 
Entering Unmasked Estep 
Score: -30003530.000000 Penalty: 6067.037598
	Iteration 103Q: 3 clusters Score -3.000353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 203832 members 
Entering Unmasked Estep 
Score: -30003544.000000 Penalty: 6067.037598
	Iteration 104Q: 3 clusters Score -3.000354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 203853 members 
Entering Unmasked Estep 
Score: -30003560.000000 Penalty: 6067.037598
	Iteration 105Q: 3 clusters Score -3.000356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 203871 members 
Entering Unmasked Estep 
Score: -30003546.000000 Penalty: 6067.037598
	Iteration 106Q: 3 clusters Score -3.000355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 203889 members 
Entering Unmasked Estep 
Score: -30003540.000000 Penalty: 6067.037598
	Iteration 107Q: 3 clusters Score -3.000354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 203900 members 
Entering Unmasked Estep 
Score: -30003548.000000 Penalty: 6067.037598
	Iteration 108Q: 3 clusters Score -3.000355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 203916 members 
Entering Unmasked Estep 
Score: -30003550.000000 Penalty: 6067.037598
	Iteration 109Q: 3 clusters Score -3.000355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 203933 members 
Entering Unmasked Estep 
Score: -30003542.000000 Penalty: 6067.037598
	Iteration 110Q: 3 clusters Score -3.000354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 203947 members 
Entering Unmasked Estep 
Score: -30003552.000000 Penalty: 6067.037598
	Iteration 111Q: 3 clusters Score -3.000355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 203962 members 
Entering Unmasked Estep 
Score: -30003544.000000 Penalty: 6067.037598
	Iteration 112Q: 3 clusters Score -3.000354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 203972 members 
Entering Unmasked Estep 
Score: -30003548.000000 Penalty: 6067.037598
	Iteration 113Q: 3 clusters Score -3.000355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 203986 members 
Entering Unmasked Estep 
Score: -30003522.000000 Penalty: 6067.037598
	Iteration 114Q: 3 clusters Score -3.000352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 203996 members 
Entering Unmasked Estep 
Score: -30003526.000000 Penalty: 6067.037598
	Iteration 115Q: 3 clusters Score -3.000353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 204008 members 
Entering Unmasked Estep 
Score: -30003498.000000 Penalty: 6067.037598
	Iteration 116Q: 3 clusters Score -3.00035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 204020 members 
Entering Unmasked Estep 
Score: -30003472.000000 Penalty: 6067.037598
	Iteration 117Q: 3 clusters Score -3.000347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 204030 members 
Entering Unmasked Estep 
Score: -30003484.000000 Penalty: 6067.037598
	Iteration 118Q: 3 clusters Score -3.000348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -30003482.000000 Penalty: 6067.037598
	Iteration 119Q: 3 clusters Score -3.000348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 204053 members 
Entering Unmasked Estep 
Score: -30003496.000000 Penalty: 6067.037598
	Iteration 120F: 3 clusters Score -3.00035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 204065 members 
Entering Unmasked Estep 
Score: -30003500.000000 Penalty: 6067.037598
	Iteration 121Q: 3 clusters Score -3.00035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -30003490.000000 Penalty: 6067.037598
	Iteration 122Q: 3 clusters Score -3.000349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 204086 members 
Entering Unmasked Estep 
Score: -30003488.000000 Penalty: 6067.037598
	Iteration 123Q: 3 clusters Score -3.000349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -30003500.000000 Penalty: 6067.037598
	Iteration 124Q: 3 clusters Score -3.00035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 204103 members 
Entering Unmasked Estep 
Score: -30003490.000000 Penalty: 6067.037598
	Iteration 125Q: 3 clusters Score -3.000349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -30003486.000000 Penalty: 6067.037598
	Iteration 126Q: 3 clusters Score -3.000349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 204114 members 
Entering Unmasked Estep 
Score: -30003486.000000 Penalty: 6067.037598
	Iteration 127Q: 3 clusters Score -3.000349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 204122 members 
Entering Unmasked Estep 
Score: -30003488.000000 Penalty: 6067.037598
	Iteration 128Q: 3 clusters Score -3.000349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 204131 members 
Entering Unmasked Estep 
Score: -30003462.000000 Penalty: 6067.037598
	Iteration 129Q: 3 clusters Score -3.000346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -30003476.000000 Penalty: 6067.037598
	Iteration 130Q: 3 clusters Score -3.000348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 204146 members 
Entering Unmasked Estep 
Score: -30003452.000000 Penalty: 6067.037598
	Iteration 131Q: 3 clusters Score -3.000345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -30003462.000000 Penalty: 6067.037598
	Iteration 132Q: 3 clusters Score -3.000346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -30003450.000000 Penalty: 6067.037598
	Iteration 133Q: 3 clusters Score -3.000345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -30003472.000000 Penalty: 6067.037598
	Iteration 134Q: 3 clusters Score -3.000347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -30003464.000000 Penalty: 6067.037598
	Iteration 135Q: 3 clusters Score -3.000346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 204162 members 
Entering Unmasked Estep 
Score: -30003456.000000 Penalty: 6067.037598
	Iteration 136Q: 3 clusters Score -3.000346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -30003434.000000 Penalty: 6067.037598
	Iteration 137Q: 3 clusters Score -3.000343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 204171 members 
Entering Unmasked Estep 
Score: -30003466.000000 Penalty: 6067.037598
	Iteration 138Q: 3 clusters Score -3.000347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -30003444.000000 Penalty: 6067.037598
	Iteration 139Q: 3 clusters Score -3.000344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -30003448.000000 Penalty: 6067.037598
	Iteration 140F: 3 clusters Score -3.000345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 204180 members 
Entering Unmasked Estep 
Score: -30003444.000000 Penalty: 6067.037598
	Iteration 141Q: 3 clusters Score -3.000344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -30003442.000000 Penalty: 6067.037598
	Iteration 142Q: 3 clusters Score -3.000344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -30003450.000000 Penalty: 6067.037598
	Iteration 143Q: 3 clusters Score -3.000345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 204188 members 
Entering Unmasked Estep 
Score: -30003440.000000 Penalty: 6067.037598
	Iteration 144Q: 3 clusters Score -3.000344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 204191 members 
Entering Unmasked Estep 
Score: -30003460.000000 Penalty: 6067.037598
	Iteration 145Q: 3 clusters Score -3.000346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -30003458.000000 Penalty: 6067.037598
	Iteration 146Q: 3 clusters Score -3.000346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -30003458.000000 Penalty: 6067.037598
	Iteration 147F: 3 clusters Score -3.000346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -590808.812500 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -590808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -586865.687500 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -586865.7 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -587725.937500 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -587725.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -587909.375000 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -587909.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -588005.500000 Penalty: 4127.425293
	Iteration 3Q: 3 clusters Score -588005.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -588077.250000 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -588077.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -588124.750000 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -588124.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -588155.000000 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -588155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -588179.687500 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -588179.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -588202.875000 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -588202.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -588225.187500 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -588225.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -588248.062500 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -588248.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -588264.562500 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -588264.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -588279.000000 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -588279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -588293.375000 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -588293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -588305.125000 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -588305.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -588319.250000 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -588319.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -588330.625000 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -588330.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -588343.000000 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -588343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -588361.625000 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -588361.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -588377.250000 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -588377.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -588389.937500 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -588389.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -588407.437500 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -588407.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -588420.687500 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -588420.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -588437.500000 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -588437.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -588456.062500 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -588456.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -588474.375000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -588474.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -588497.000000 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -588497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -588521.062500 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -588521.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -588550.187500 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -588550.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -588582.187500 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -588582.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -588605.187500 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -588605.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -588631.125000 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -588631.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -588654.062500 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -588654.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -588672.812500 Penalty: 4127.425293
	Iteration 33Q: 3 clusters Score -588672.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -588685.812500 Penalty: 4127.425293
	Iteration 34Q: 3 clusters Score -588685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -588701.125000 Penalty: 4127.425293
	Iteration 35Q: 3 clusters Score -588701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -588717.062500 Penalty: 4127.425293
	Iteration 36Q: 3 clusters Score -588717.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -588734.562500 Penalty: 4127.425293
	Iteration 37Q: 3 clusters Score -588734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -588753.437500 Penalty: 4127.425293
	Iteration 38Q: 3 clusters Score -588753.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -588767.562500 Penalty: 4127.425293
	Iteration 39Q: 3 clusters Score -588767.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -588783.500000 Penalty: 4127.425293
	Iteration 40F: 3 clusters Score -588783.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -588794.312500 Penalty: 4127.425293
	Iteration 41Q: 3 clusters Score -588794.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -588800.375000 Penalty: 4127.425293
	Iteration 42Q: 3 clusters Score -588800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -588808.062500 Penalty: 4127.425293
	Iteration 43Q: 3 clusters Score -588808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -588816.812500 Penalty: 4127.425293
	Iteration 44Q: 3 clusters Score -588816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -588824.562500 Penalty: 4127.425293
	Iteration 45Q: 3 clusters Score -588824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -588829.875000 Penalty: 4127.425293
	Iteration 46Q: 3 clusters Score -588829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -588835.125000 Penalty: 4127.425293
	Iteration 47Q: 3 clusters Score -588835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -588838.187500 Penalty: 4127.425293
	Iteration 48Q: 3 clusters Score -588838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -588844.000000 Penalty: 4127.425293
	Iteration 49Q: 3 clusters Score -588844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -588846.187500 Penalty: 4127.425293
	Iteration 50Q: 3 clusters Score -588846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -588847.687500 Penalty: 4127.425293
	Iteration 51Q: 3 clusters Score -588847.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -588850.500000 Penalty: 4127.425293
	Iteration 52Q: 3 clusters Score -588850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -588850.312500 Penalty: 4127.425293
	Iteration 53Q: 3 clusters Score -588850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -588850.312500 Penalty: 4127.425293
	Iteration 54F: 3 clusters Score -588850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -109700.203125 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -109700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107921.335938 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -107921.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108158.679688 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -108158.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108269.835938 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -108269.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108377.375000 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -108377.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108534.945312 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -108534.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108736.007812 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -108736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108865.562500 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -108865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108927.195312 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -108927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108982.476562 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -108982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109001.281250 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -109001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -109009.132812 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -109009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109020.726562 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -109020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109030.242188 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -109030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109044.390625 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -109044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109069.117188 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -109069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109098.460938 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -109098.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109118.179688 Penalty: 3317.423828
	Iteration 16Q: 3 clusters Score -109118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109143.000000 Penalty: 3317.423828
	Iteration 17Q: 3 clusters Score -109143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109160.812500 Penalty: 3317.423828
	Iteration 18Q: 3 clusters Score -109160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109179.750000 Penalty: 3317.423828
	Iteration 19Q: 3 clusters Score -109179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -109209.578125 Penalty: 3317.423828
	Iteration 20F: 3 clusters Score -109209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109227.539062 Penalty: 3317.423828
	Iteration 21Q: 3 clusters Score -109227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109246.304688 Penalty: 3317.423828
	Iteration 22Q: 3 clusters Score -109246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109263.742188 Penalty: 3317.423828
	Iteration 23Q: 3 clusters Score -109263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109269.820312 Penalty: 3317.423828
	Iteration 24Q: 3 clusters Score -109269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109272.039062 Penalty: 3317.423828
	Iteration 25Q: 3 clusters Score -109272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109282.898438 Penalty: 3317.423828
	Iteration 26Q: 3 clusters Score -109282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109296.234375 Penalty: 3317.423828
	Iteration 27Q: 3 clusters Score -109296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109304.453125 Penalty: 3317.423828
	Iteration 28Q: 3 clusters Score -109304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109311.695312 Penalty: 3317.423828
	Iteration 29Q: 3 clusters Score -109311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109322.453125 Penalty: 3317.423828
	Iteration 30Q: 3 clusters Score -109322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -109330.117188 Penalty: 3317.423828
	Iteration 31Q: 3 clusters Score -109330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109337.789062 Penalty: 3317.423828
	Iteration 32Q: 3 clusters Score -109337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109345.843750 Penalty: 3317.423828
	Iteration 33Q: 3 clusters Score -109345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109346.531250 Penalty: 3317.423828
	Iteration 34Q: 3 clusters Score -109346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109348.007812 Penalty: 3317.423828
	Iteration 35Q: 3 clusters Score -109348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109351.820312 Penalty: 3317.423828
	Iteration 36Q: 3 clusters Score -109351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109351.820312 Penalty: 3317.423828
	Iteration 37F: 3 clusters Score -109351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1630290.875000 Penalty: 2338.230957
	Iteration 0F: 2 clusters Score -1630291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1621041.250000 Penalty: 4676.461914
	Iteration 0F: 3 clusters Score -1621041 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1623875.000000 Penalty: 4676.461914
	Iteration 1F: 3 clusters Score -1623875 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1624278.750000 Penalty: 4676.461914
	Iteration 2F: 3 clusters Score -1624279 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1624589.875000 Penalty: 4676.461914
	Iteration 3F: 3 clusters Score -1624590 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1624866.375000 Penalty: 4676.461914
	Iteration 4Q: 3 clusters Score -1624866 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1625170.875000 Penalty: 4676.461914
	Iteration 5Q: 3 clusters Score -1625171 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1625484.375000 Penalty: 4676.461914
	Iteration 6Q: 3 clusters Score -1625484 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1625765.875000 Penalty: 4676.461914
	Iteration 7Q: 3 clusters Score -1625766 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1626030.250000 Penalty: 4676.461914
	Iteration 8Q: 3 clusters Score -1626030 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1626270.125000 Penalty: 4676.461914
	Iteration 9Q: 3 clusters Score -1626270 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1626562.125000 Penalty: 4676.461914
	Iteration 10Q: 3 clusters Score -1626562 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1626830.875000 Penalty: 4676.461914
	Iteration 11Q: 3 clusters Score -1626831 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1627112.750000 Penalty: 4676.461914
	Iteration 12Q: 3 clusters Score -1627113 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1627408.250000 Penalty: 4676.461914
	Iteration 13Q: 3 clusters Score -1627408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1627675.875000 Penalty: 4676.461914
	Iteration 14Q: 3 clusters Score -1627676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1627879.375000 Penalty: 4676.461914
	Iteration 15Q: 3 clusters Score -1627879 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1628026.000000 Penalty: 4676.461914
	Iteration 16Q: 3 clusters Score -1628026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1628147.750000 Penalty: 4676.461914
	Iteration 17Q: 3 clusters Score -1628148 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1628253.250000 Penalty: 4676.461914
	Iteration 18Q: 3 clusters Score -1628253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1628337.625000 Penalty: 4676.461914
	Iteration 19Q: 3 clusters Score -1628338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1628405.375000 Penalty: 4676.461914
	Iteration 20F: 3 clusters Score -1628405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1628459.000000 Penalty: 4676.461914
	Iteration 21Q: 3 clusters Score -1628459 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1628512.125000 Penalty: 4676.461914
	Iteration 22Q: 3 clusters Score -1628512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1628547.750000 Penalty: 4676.461914
	Iteration 23Q: 3 clusters Score -1628548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1628586.000000 Penalty: 4676.461914
	Iteration 24Q: 3 clusters Score -1628586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1628606.875000 Penalty: 4676.461914
	Iteration 25Q: 3 clusters Score -1628607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1628631.250000 Penalty: 4676.461914
	Iteration 26Q: 3 clusters Score -1628631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1628649.750000 Penalty: 4676.461914
	Iteration 27Q: 3 clusters Score -1628650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1628665.875000 Penalty: 4676.461914
	Iteration 28Q: 3 clusters Score -1628666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1628682.125000 Penalty: 4676.461914
	Iteration 29Q: 3 clusters Score -1628682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1628700.000000 Penalty: 4676.461914
	Iteration 30Q: 3 clusters Score -1628700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1628713.750000 Penalty: 4676.461914
	Iteration 31Q: 3 clusters Score -1628714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1628730.500000 Penalty: 4676.461914
	Iteration 32Q: 3 clusters Score -1628730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1628745.250000 Penalty: 4676.461914
	Iteration 33Q: 3 clusters Score -1628745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1628755.125000 Penalty: 4676.461914
	Iteration 34Q: 3 clusters Score -1628755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1628763.000000 Penalty: 4676.461914
	Iteration 35Q: 3 clusters Score -1628763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1628769.500000 Penalty: 4676.461914
	Iteration 36Q: 3 clusters Score -1628770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1628771.500000 Penalty: 4676.461914
	Iteration 37Q: 3 clusters Score -1628772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1628770.875000 Penalty: 4676.461914
	Iteration 38Q: 3 clusters Score -1628771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1628772.500000 Penalty: 4676.461914
	Iteration 39Q: 3 clusters Score -1628772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1628772.500000 Penalty: 4676.461914
	Iteration 40F: 3 clusters Score -1628772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1628772.250000 Penalty: 4676.461914
	Iteration 41Q: 3 clusters Score -1628772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1628774.250000 Penalty: 4676.461914
	Iteration 42Q: 3 clusters Score -1628774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1628775.875000 Penalty: 4676.461914
	Iteration 43Q: 3 clusters Score -1628776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1628775.875000 Penalty: 4676.461914
	Iteration 44F: 3 clusters Score -1628776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -34075.816406 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -34075.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32801.484375 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -32801.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33081.066406 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -33081.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33317.394531 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -33317.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33425.390625 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -33425.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33535.992188 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -33535.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33627.718750 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -33627.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33671.878906 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -33671.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33747.113281 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -33747.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33753.937500 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -33753.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33765.078125 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -33765.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33769.800781 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -33769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33769.800781 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -33769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -63808.066406 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -63808.07 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 247 members 
Entering Unmasked Estep 
Score: -62287.636719 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -62287.64 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62480.781250 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -62480.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62566.035156 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -62566.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62605.992188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -62605.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62628.593750 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -62628.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62662.500000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -62662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62684.628906 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -62684.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62706.257812 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -62706.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62723.027344 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -62723.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62741.484375 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -62741.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62771.839844 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -62771.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62800.199219 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -62800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62824.437500 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -62824.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62842.531250 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -62842.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62867.386719 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -62867.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62889.421875 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -62889.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62912.898438 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -62912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62934.609375 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -62934.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62964.332031 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -62964.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62998.554688 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -62998.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63011.730469 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -63011.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63043.886719 Penalty: 3067.337891
	Iteration 21Q: 3 clusters Score -63043.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63087.871094 Penalty: 3067.337891
	Iteration 22Q: 3 clusters Score -63087.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63114.812500 Penalty: 3067.337891
	Iteration 23Q: 3 clusters Score -63114.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63141.906250 Penalty: 3067.337891
	Iteration 24Q: 3 clusters Score -63141.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63178.742188 Penalty: 3067.337891
	Iteration 25Q: 3 clusters Score -63178.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63200.460938 Penalty: 3067.337891
	Iteration 26Q: 3 clusters Score -63200.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63207.167969 Penalty: 3067.337891
	Iteration 27Q: 3 clusters Score -63207.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63209.296875 Penalty: 3067.337891
	Iteration 28Q: 3 clusters Score -63209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63209.296875 Penalty: 3067.337891
	Iteration 29F: 3 clusters Score -63209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29021 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106079 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52391 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165317 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205239 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951968.000000 Penalty: 102048.265625
Iteration 199Q: 31 clusters Score -1.28952e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29023 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40188 members 
Mstep: Class 8 contains 29037 members 
Mstep: Class 9 contains 43999 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106085 members 
Mstep: Class 12 contains 39794 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52409 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 165277 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205239 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 481 members 
Mstep: Class 30 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951952.000000 Penalty: 102048.265625
Iteration 200F: 31 clusters Score -1.28952e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 29028 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40189 members 
Mstep: Class 8 contains 29033 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106107 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52426 members 
Mstep: Class 19 contains 8819 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165231 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205209 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 479 members 
Mstep: Class 30 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951936.000000 Penalty: 102048.265625
Iteration 201Q: 31 clusters Score -1.289519e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7143 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 29025 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106121 members 
Mstep: Class 12 contains 39787 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52445 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165191 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205175 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 791 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951944.000000 Penalty: 102048.265625
Iteration 202Q: 31 clusters Score -1.289519e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29029 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 29012 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106130 members 
Mstep: Class 12 contains 39785 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52464 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 165130 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205181 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951848.000000 Penalty: 102048.265625
Iteration 203Q: 31 clusters Score -1.289518e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29034 members 
Mstep: Class 6 contains 30773 members 
Mstep: Class 7 contains 40192 members 
Mstep: Class 8 contains 28990 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106129 members 
Mstep: Class 12 contains 39789 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52484 members 
Mstep: Class 19 contains 8961 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 165082 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205171 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951880.000000 Penalty: 102048.265625
Iteration 204Q: 31 clusters Score -1.289519e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29035 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40199 members 
Mstep: Class 8 contains 28962 members 
Mstep: Class 9 contains 43994 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106130 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52506 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 165027 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205154 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951904.000000 Penalty: 102048.265625
Iteration 205Q: 31 clusters Score -1.289519e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29039 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40202 members 
Mstep: Class 8 contains 28930 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106132 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52518 members 
Mstep: Class 19 contains 9091 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 164975 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205156 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952040.000000 Penalty: 102048.265625
Iteration 206Q: 31 clusters Score -1.28952e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40204 members 
Mstep: Class 8 contains 28897 members 
Mstep: Class 9 contains 43987 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106150 members 
Mstep: Class 12 contains 39807 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52537 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 164920 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205128 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952000.000000 Penalty: 102048.265625
Iteration 207Q: 31 clusters Score -1.28952e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29046 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40208 members 
Mstep: Class 8 contains 28860 members 
Mstep: Class 9 contains 43990 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106155 members 
Mstep: Class 12 contains 39814 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 52552 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164843 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205131 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951984.000000 Penalty: 102048.265625
Iteration 208Q: 31 clusters Score -1.28952e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29053 members 
Mstep: Class 6 contains 30770 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28822 members 
Mstep: Class 9 contains 43990 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106176 members 
Mstep: Class 12 contains 39820 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 52563 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164785 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205107 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951976.000000 Penalty: 102048.265625
Iteration 209Q: 31 clusters Score -1.28952e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29059 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 28771 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106183 members 
Mstep: Class 12 contains 39829 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52582 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164733 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205082 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951936.000000 Penalty: 102048.265625
Iteration 210Q: 31 clusters Score -1.289519e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29063 members 
Mstep: Class 6 contains 30770 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28733 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106200 members 
Mstep: Class 12 contains 39839 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52595 members 
Mstep: Class 19 contains 9460 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164662 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205069 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952056.000000 Penalty: 102048.265625
Iteration 211Q: 31 clusters Score -1.289521e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29065 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28687 members 
Mstep: Class 9 contains 43995 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106208 members 
Mstep: Class 12 contains 39838 members 
Mstep: Class 13 contains 10920 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52608 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 164616 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205054 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951960.000000 Penalty: 102048.265625
Iteration 212Q: 31 clusters Score -1.28952e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29071 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40214 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 43993 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106222 members 
Mstep: Class 12 contains 39849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 52625 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 164551 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205027 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952032.000000 Penalty: 102048.265625
Iteration 213Q: 31 clusters Score -1.28952e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29077 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40213 members 
Mstep: Class 8 contains 28609 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106233 members 
Mstep: Class 12 contains 39855 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52652 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164495 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205006 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952008.000000 Penalty: 102048.265625
Iteration 214Q: 31 clusters Score -1.28952e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29084 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 28582 members 
Mstep: Class 9 contains 43986 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106249 members 
Mstep: Class 12 contains 39853 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52682 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 164423 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205012 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952064.000000 Penalty: 102048.265625
Iteration 215Q: 31 clusters Score -1.289521e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 29088 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 28547 members 
Mstep: Class 9 contains 43988 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106263 members 
Mstep: Class 12 contains 39854 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52697 members 
Mstep: Class 19 contains 9794 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 164363 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205017 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952184.000000 Penalty: 102048.265625
Iteration 216Q: 31 clusters Score -1.289522e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 29092 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40213 members 
Mstep: Class 8 contains 28515 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106265 members 
Mstep: Class 12 contains 39854 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52709 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 164309 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205016 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952240.000000 Penalty: 102048.265625
Iteration 217Q: 31 clusters Score -1.289522e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7140 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 30770 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 28469 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106272 members 
Mstep: Class 12 contains 39854 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15361 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52727 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 164264 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 205012 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952280.000000 Penalty: 102048.265625
Iteration 218Q: 31 clusters Score -1.289523e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39792 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 29107 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28423 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106283 members 
Mstep: Class 12 contains 39858 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 52752 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 164198 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204996 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952256.000000 Penalty: 102048.265625
Iteration 219Q: 31 clusters Score -1.289523e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39792 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40212 members 
Mstep: Class 8 contains 28376 members 
Mstep: Class 9 contains 44003 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106297 members 
Mstep: Class 12 contains 39856 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15364 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52771 members 
Mstep: Class 19 contains 10064 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 164140 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204987 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952192.000000 Penalty: 102048.265625
Iteration 220F: 31 clusters Score -1.289522e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 29124 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28342 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106309 members 
Mstep: Class 12 contains 39857 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15364 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52783 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 164099 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204963 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952208.000000 Penalty: 102048.265625
Iteration 221Q: 31 clusters Score -1.289522e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 29129 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28309 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106303 members 
Mstep: Class 12 contains 39858 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 52807 members 
Mstep: Class 19 contains 10193 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 164052 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204950 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952400.000000 Penalty: 102048.265625
Iteration 222Q: 31 clusters Score -1.289524e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 29133 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40209 members 
Mstep: Class 8 contains 28279 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106306 members 
Mstep: Class 12 contains 39859 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52835 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163990 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204943 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952480.000000 Penalty: 102048.265625
Iteration 223Q: 31 clusters Score -1.289525e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7137 members 
Mstep: Class 5 contains 29133 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40209 members 
Mstep: Class 8 contains 28229 members 
Mstep: Class 9 contains 44024 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106320 members 
Mstep: Class 12 contains 39861 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15367 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 52859 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163911 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204953 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952528.000000 Penalty: 102048.265625
Iteration 224Q: 31 clusters Score -1.289525e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7135 members 
Mstep: Class 5 contains 29136 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 28185 members 
Mstep: Class 9 contains 44023 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106335 members 
Mstep: Class 12 contains 39861 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15368 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 52876 members 
Mstep: Class 19 contains 10403 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163852 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204945 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952608.000000 Penalty: 102048.265625
Iteration 225Q: 31 clusters Score -1.289526e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 29141 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40203 members 
Mstep: Class 8 contains 28146 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106329 members 
Mstep: Class 12 contains 39869 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15371 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52896 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 163818 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204921 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952600.000000 Penalty: 102048.265625
Iteration 226Q: 31 clusters Score -1.289526e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 29148 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40202 members 
Mstep: Class 8 contains 28103 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106326 members 
Mstep: Class 12 contains 39875 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52911 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163781 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204899 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952480.000000 Penalty: 102048.265625
Iteration 227Q: 31 clusters Score -1.289525e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 30763 members 
Mstep: Class 7 contains 40201 members 
Mstep: Class 8 contains 28059 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106332 members 
Mstep: Class 12 contains 39879 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15381 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 52928 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163748 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204878 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952424.000000 Penalty: 102048.265625
Iteration 228Q: 31 clusters Score -1.289524e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29161 members 
Mstep: Class 6 contains 30763 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 28022 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106334 members 
Mstep: Class 12 contains 39886 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52945 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163713 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204874 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952304.000000 Penalty: 102048.265625
Iteration 229Q: 31 clusters Score -1.289523e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29168 members 
Mstep: Class 6 contains 30763 members 
Mstep: Class 7 contains 40194 members 
Mstep: Class 8 contains 27994 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106339 members 
Mstep: Class 12 contains 39896 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25499 members 
Mstep: Class 18 contains 52950 members 
Mstep: Class 19 contains 10717 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163657 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204885 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952312.000000 Penalty: 102048.265625
Iteration 230Q: 31 clusters Score -1.289523e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29173 members 
Mstep: Class 6 contains 30763 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 27970 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106340 members 
Mstep: Class 12 contains 39903 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52964 members 
Mstep: Class 19 contains 10770 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163606 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204881 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952432.000000 Penalty: 102048.265625
Iteration 231Q: 31 clusters Score -1.289524e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29174 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 27946 members 
Mstep: Class 9 contains 44014 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106347 members 
Mstep: Class 12 contains 39906 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52976 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 163575 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204863 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952440.000000 Penalty: 102048.265625
Iteration 232Q: 31 clusters Score -1.289524e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29177 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40189 members 
Mstep: Class 8 contains 27928 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106351 members 
Mstep: Class 12 contains 39906 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 52988 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 163534 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204852 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952488.000000 Penalty: 102048.265625
Iteration 233Q: 31 clusters Score -1.289525e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29182 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 27914 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106355 members 
Mstep: Class 12 contains 39908 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25499 members 
Mstep: Class 18 contains 52997 members 
Mstep: Class 19 contains 10913 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 163492 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204843 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952480.000000 Penalty: 102048.265625
Iteration 234Q: 31 clusters Score -1.289525e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29184 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 27905 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106363 members 
Mstep: Class 12 contains 39912 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 53008 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 163430 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204835 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952496.000000 Penalty: 102048.265625
Iteration 235Q: 31 clusters Score -1.289525e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29184 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 27888 members 
Mstep: Class 9 contains 44024 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106366 members 
Mstep: Class 12 contains 39920 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 53016 members 
Mstep: Class 19 contains 11013 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 163382 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204824 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952592.000000 Penalty: 102048.265625
Iteration 236Q: 31 clusters Score -1.289526e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29186 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40194 members 
Mstep: Class 8 contains 27863 members 
Mstep: Class 9 contains 44029 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106364 members 
Mstep: Class 12 contains 39926 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 53025 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 163337 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204811 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952520.000000 Penalty: 102048.265625
Iteration 237Q: 31 clusters Score -1.289525e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29188 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40194 members 
Mstep: Class 8 contains 27835 members 
Mstep: Class 9 contains 44032 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106362 members 
Mstep: Class 12 contains 39931 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 53028 members 
Mstep: Class 19 contains 11131 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 163294 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204810 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952656.000000 Penalty: 102048.265625
Iteration 238Q: 31 clusters Score -1.289527e+08 nChanged 278
Entering ConstructFrom: 
Score: -128952656.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (22571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Entering Unmasked Estep 
Score: -3207223.750000 Penalty: 2486.056396
	Iteration 0F: 2 clusters Score -3207224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3191437.250000 Penalty: 4972.112793
	Iteration 0F: 3 clusters Score -3191437 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3196910.000000 Penalty: 4972.112793
	Iteration 1F: 3 clusters Score -3196910 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3197324.000000 Penalty: 4972.112793
	Iteration 2F: 3 clusters Score -3197324 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3197822.250000 Penalty: 4972.112793
	Iteration 3Q: 3 clusters Score -3197822 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3198288.500000 Penalty: 4972.112793
	Iteration 4Q: 3 clusters Score -3198288 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3198774.750000 Penalty: 4972.112793
	Iteration 5Q: 3 clusters Score -3198775 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3199319.250000 Penalty: 4972.112793
	Iteration 6Q: 3 clusters Score -3199319 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3199884.500000 Penalty: 4972.112793
	Iteration 7Q: 3 clusters Score -3199884 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3200386.750000 Penalty: 4972.112793
	Iteration 8Q: 3 clusters Score -3200387 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3200848.000000 Penalty: 4972.112793
	Iteration 9Q: 3 clusters Score -3200848 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3201288.250000 Penalty: 4972.112793
	Iteration 10Q: 3 clusters Score -3201288 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3201741.750000 Penalty: 4972.112793
	Iteration 11Q: 3 clusters Score -3201742 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3202202.500000 Penalty: 4972.112793
	Iteration 12Q: 3 clusters Score -3202202 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3202571.500000 Penalty: 4972.112793
	Iteration 13Q: 3 clusters Score -3202572 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3202862.000000 Penalty: 4972.112793
	Iteration 14Q: 3 clusters Score -3202862 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3203100.250000 Penalty: 4972.112793
	Iteration 15Q: 3 clusters Score -3203100 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3203319.750000 Penalty: 4972.112793
	Iteration 16Q: 3 clusters Score -3203320 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3203492.000000 Penalty: 4972.112793
	Iteration 17Q: 3 clusters Score -3203492 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3203669.250000 Penalty: 4972.112793
	Iteration 18Q: 3 clusters Score -3203669 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3203868.750000 Penalty: 4972.112793
	Iteration 19Q: 3 clusters Score -3203869 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3204057.000000 Penalty: 4972.112793
	Iteration 20F: 3 clusters Score -3204057 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3204192.250000 Penalty: 4972.112793
	Iteration 21Q: 3 clusters Score -3204192 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3204315.250000 Penalty: 4972.112793
	Iteration 22Q: 3 clusters Score -3204315 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3204420.500000 Penalty: 4972.112793
	Iteration 23Q: 3 clusters Score -3204420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3204528.500000 Penalty: 4972.112793
	Iteration 24Q: 3 clusters Score -3204528 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3204621.750000 Penalty: 4972.112793
	Iteration 25Q: 3 clusters Score -3204622 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3204686.750000 Penalty: 4972.112793
	Iteration 26Q: 3 clusters Score -3204687 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3204756.750000 Penalty: 4972.112793
	Iteration 27Q: 3 clusters Score -3204757 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3204831.000000 Penalty: 4972.112793
	Iteration 28Q: 3 clusters Score -3204831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3204865.500000 Penalty: 4972.112793
	Iteration 29Q: 3 clusters Score -3204866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3204915.750000 Penalty: 4972.112793
	Iteration 30Q: 3 clusters Score -3204916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3204951.500000 Penalty: 4972.112793
	Iteration 31Q: 3 clusters Score -3204952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3204992.500000 Penalty: 4972.112793
	Iteration 32Q: 3 clusters Score -3204992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3205017.250000 Penalty: 4972.112793
	Iteration 33Q: 3 clusters Score -3205017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3205038.250000 Penalty: 4972.112793
	Iteration 34Q: 3 clusters Score -3205038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3205069.250000 Penalty: 4972.112793
	Iteration 35Q: 3 clusters Score -3205069 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3205088.000000 Penalty: 4972.112793
	Iteration 36Q: 3 clusters Score -3205088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3205120.000000 Penalty: 4972.112793
	Iteration 37Q: 3 clusters Score -3205120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3205136.750000 Penalty: 4972.112793
	Iteration 38Q: 3 clusters Score -3205137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3205149.750000 Penalty: 4972.112793
	Iteration 39Q: 3 clusters Score -3205150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3205162.500000 Penalty: 4972.112793
	Iteration 40F: 3 clusters Score -3205162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3205175.750000 Penalty: 4972.112793
	Iteration 41Q: 3 clusters Score -3205176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3205184.000000 Penalty: 4972.112793
	Iteration 42Q: 3 clusters Score -3205184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3205194.750000 Penalty: 4972.112793
	Iteration 43Q: 3 clusters Score -3205195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3205210.000000 Penalty: 4972.112793
	Iteration 44Q: 3 clusters Score -3205210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3205205.000000 Penalty: 4972.112793
	Iteration 45Q: 3 clusters Score -3205205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3205217.500000 Penalty: 4972.112793
	Iteration 46Q: 3 clusters Score -3205218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3205218.250000 Penalty: 4972.112793
	Iteration 47Q: 3 clusters Score -3205218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3205227.750000 Penalty: 4972.112793
	Iteration 48Q: 3 clusters Score -3205228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3205232.750000 Penalty: 4972.112793
	Iteration 49Q: 3 clusters Score -3205233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3205244.750000 Penalty: 4972.112793
	Iteration 50Q: 3 clusters Score -3205245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3205251.250000 Penalty: 4972.112793
	Iteration 51Q: 3 clusters Score -3205251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3205257.500000 Penalty: 4972.112793
	Iteration 52Q: 3 clusters Score -3205258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3205263.500000 Penalty: 4972.112793
	Iteration 53Q: 3 clusters Score -3205264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3205273.500000 Penalty: 4972.112793
	Iteration 54Q: 3 clusters Score -3205274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3205273.750000 Penalty: 4972.112793
	Iteration 55Q: 3 clusters Score -3205274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3205273.750000 Penalty: 4972.112793
	Iteration 56Q: 3 clusters Score -3205274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3205280.250000 Penalty: 4972.112793
	Iteration 57Q: 3 clusters Score -3205280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3205287.250000 Penalty: 4972.112793
	Iteration 58Q: 3 clusters Score -3205287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3205292.000000 Penalty: 4972.112793
	Iteration 59Q: 3 clusters Score -3205292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3205300.250000 Penalty: 4972.112793
	Iteration 60F: 3 clusters Score -3205300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3205300.000000 Penalty: 4972.112793
	Iteration 61Q: 3 clusters Score -3205300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3205305.500000 Penalty: 4972.112793
	Iteration 62Q: 3 clusters Score -3205306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3205308.250000 Penalty: 4972.112793
	Iteration 63Q: 3 clusters Score -3205308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3205323.000000 Penalty: 4972.112793
	Iteration 64Q: 3 clusters Score -3205323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3205331.750000 Penalty: 4972.112793
	Iteration 65Q: 3 clusters Score -3205332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3205330.500000 Penalty: 4972.112793
	Iteration 66Q: 3 clusters Score -3205330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3205339.250000 Penalty: 4972.112793
	Iteration 67Q: 3 clusters Score -3205339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3205338.250000 Penalty: 4972.112793
	Iteration 68Q: 3 clusters Score -3205338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3205346.750000 Penalty: 4972.112793
	Iteration 69Q: 3 clusters Score -3205347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3205354.250000 Penalty: 4972.112793
	Iteration 70Q: 3 clusters Score -3205354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3205345.500000 Penalty: 4972.112793
	Iteration 71Q: 3 clusters Score -3205346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3205349.250000 Penalty: 4972.112793
	Iteration 72Q: 3 clusters Score -3205349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3205347.500000 Penalty: 4972.112793
	Iteration 73Q: 3 clusters Score -3205348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3205344.250000 Penalty: 4972.112793
	Iteration 74Q: 3 clusters Score -3205344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3205347.250000 Penalty: 4972.112793
	Iteration 75Q: 3 clusters Score -3205347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3205350.250000 Penalty: 4972.112793
	Iteration 76Q: 3 clusters Score -3205350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3205352.250000 Penalty: 4972.112793
	Iteration 77Q: 3 clusters Score -3205352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3205349.500000 Penalty: 4972.112793
	Iteration 78Q: 3 clusters Score -3205350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3205352.750000 Penalty: 4972.112793
	Iteration 79Q: 3 clusters Score -3205353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3205353.750000 Penalty: 4972.112793
	Iteration 80F: 3 clusters Score -3205354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3205351.750000 Penalty: 4972.112793
	Iteration 81Q: 3 clusters Score -3205352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3205356.000000 Penalty: 4972.112793
	Iteration 82Q: 3 clusters Score -3205356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3205354.000000 Penalty: 4972.112793
	Iteration 83Q: 3 clusters Score -3205354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3205362.000000 Penalty: 4972.112793
	Iteration 84Q: 3 clusters Score -3205362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3205355.250000 Penalty: 4972.112793
	Iteration 85Q: 3 clusters Score -3205355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3205359.750000 Penalty: 4972.112793
	Iteration 86Q: 3 clusters Score -3205360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3205360.250000 Penalty: 4972.112793
	Iteration 87Q: 3 clusters Score -3205360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3205358.250000 Penalty: 4972.112793
	Iteration 88Q: 3 clusters Score -3205358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3205359.250000 Penalty: 4972.112793
	Iteration 89Q: 3 clusters Score -3205359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3205359.500000 Penalty: 4972.112793
	Iteration 90Q: 3 clusters Score -3205360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3205360.000000 Penalty: 4972.112793
	Iteration 91Q: 3 clusters Score -3205360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3205360.000000 Penalty: 4972.112793
	Iteration 92Q: 3 clusters Score -3205360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3205361.500000 Penalty: 4972.112793
	Iteration 93Q: 3 clusters Score -3205362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3205361.500000 Penalty: 4972.112793
	Iteration 94F: 3 clusters Score -3205362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Entering Unmasked Estep 
Score: -5697926.000000 Penalty: 2626.685059
	Iteration 0F: 2 clusters Score -5697926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5671006.000000 Penalty: 5253.370117
	Iteration 0F: 3 clusters Score -5671006 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -5680983.000000 Penalty: 5253.370117
	Iteration 1F: 3 clusters Score -5680983 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5681493.000000 Penalty: 5253.370117
	Iteration 2Q: 3 clusters Score -5681493 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5682057.000000 Penalty: 5253.370117
	Iteration 3Q: 3 clusters Score -5682057 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5682571.000000 Penalty: 5253.370117
	Iteration 4Q: 3 clusters Score -5682571 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5683218.500000 Penalty: 5253.370117
	Iteration 5Q: 3 clusters Score -5683218 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5683967.000000 Penalty: 5253.370117
	Iteration 6Q: 3 clusters Score -5683967 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5684901.500000 Penalty: 5253.370117
	Iteration 7Q: 3 clusters Score -5684902 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5686106.000000 Penalty: 5253.370117
	Iteration 8F: 3 clusters Score -5686106 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5687607.500000 Penalty: 5253.370117
	Iteration 9F: 3 clusters Score -5687608 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5689254.000000 Penalty: 5253.370117
	Iteration 10F: 3 clusters Score -5689254 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -5690873.000000 Penalty: 5253.370117
	Iteration 11Q: 3 clusters Score -5690873 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -5692365.000000 Penalty: 5253.370117
	Iteration 12Q: 3 clusters Score -5692365 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5693595.000000 Penalty: 5253.370117
	Iteration 13Q: 3 clusters Score -5693595 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -5694247.500000 Penalty: 5253.370117
	Iteration 14Q: 3 clusters Score -5694248 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5694630.000000 Penalty: 5253.370117
	Iteration 15Q: 3 clusters Score -5694630 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -5694808.500000 Penalty: 5253.370117
	Iteration 16Q: 3 clusters Score -5694808 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5694927.500000 Penalty: 5253.370117
	Iteration 17Q: 3 clusters Score -5694928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5695007.000000 Penalty: 5253.370117
	Iteration 18Q: 3 clusters Score -5695007 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5695076.000000 Penalty: 5253.370117
	Iteration 19Q: 3 clusters Score -5695076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5695090.000000 Penalty: 5253.370117
	Iteration 20F: 3 clusters Score -5695090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -5695100.500000 Penalty: 5253.370117
	Iteration 21Q: 3 clusters Score -5695100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -5695114.500000 Penalty: 5253.370117
	Iteration 22Q: 3 clusters Score -5695114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5695122.000000 Penalty: 5253.370117
	Iteration 23Q: 3 clusters Score -5695122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5695142.500000 Penalty: 5253.370117
	Iteration 24Q: 3 clusters Score -5695142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5695132.500000 Penalty: 5253.370117
	Iteration 25Q: 3 clusters Score -5695132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5695139.500000 Penalty: 5253.370117
	Iteration 26Q: 3 clusters Score -5695140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5695127.000000 Penalty: 5253.370117
	Iteration 27Q: 3 clusters Score -5695127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5695125.500000 Penalty: 5253.370117
	Iteration 28Q: 3 clusters Score -5695126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5695123.500000 Penalty: 5253.370117
	Iteration 29Q: 3 clusters Score -5695124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5695127.000000 Penalty: 5253.370117
	Iteration 30Q: 3 clusters Score -5695127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5695132.000000 Penalty: 5253.370117
	Iteration 31Q: 3 clusters Score -5695132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5695111.500000 Penalty: 5253.370117
	Iteration 32Q: 3 clusters Score -5695112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5695110.000000 Penalty: 5253.370117
	Iteration 33Q: 3 clusters Score -5695110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5695111.500000 Penalty: 5253.370117
	Iteration 34Q: 3 clusters Score -5695112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -5695112.000000 Penalty: 5253.370117
	Iteration 35Q: 3 clusters Score -5695112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5695113.500000 Penalty: 5253.370117
	Iteration 36Q: 3 clusters Score -5695114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5695106.500000 Penalty: 5253.370117
	Iteration 37Q: 3 clusters Score -5695106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5695108.500000 Penalty: 5253.370117
	Iteration 38Q: 3 clusters Score -5695108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -5695110.500000 Penalty: 5253.370117
	Iteration 39Q: 3 clusters Score -5695110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -5695109.000000 Penalty: 5253.370117
	Iteration 40F: 3 clusters Score -5695109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -5695114.000000 Penalty: 5253.370117
	Iteration 41Q: 3 clusters Score -5695114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5695115.000000 Penalty: 5253.370117
	Iteration 42Q: 3 clusters Score -5695115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5695116.000000 Penalty: 5253.370117
	Iteration 43Q: 3 clusters Score -5695116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -5695111.500000 Penalty: 5253.370117
	Iteration 44Q: 3 clusters Score -5695112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -5695111.500000 Penalty: 5253.370117
	Iteration 45F: 3 clusters Score -5695112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -371714.281250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -371714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368747.718750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -368747.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -369312.875000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -369312.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369453.687500 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -369453.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369531.343750 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -369531.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -369581.250000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -369581.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -369619.093750 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -369619.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -369648.531250 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -369648.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -369668.750000 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -369668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -369689.593750 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -369689.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369706.687500 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -369706.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -369717.968750 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -369718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -369724.531250 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -369724.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -369738.468750 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -369738.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -369747.062500 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -369747.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -369759.812500 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -369759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -369767.312500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -369767.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369775.875000 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -369775.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -369784.468750 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -369784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369790.843750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -369790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -369797.468750 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -369797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -369801.843750 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -369801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -369804.875000 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -369804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -369809.437500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -369809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -369814.468750 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -369814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -369815.468750 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -369815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -369817.875000 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -369817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -369819.125000 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -369819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -369820.656250 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -369820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -369822.468750 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -369822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -369823.562500 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -369823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -369824.718750 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -369824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -369826.187500 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -369826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369826.718750 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -369826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369827.093750 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -369827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369827.093750 Penalty: 3890.743408
	Iteration 34F: 3 clusters Score -369827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -960853.000000 Penalty: 2200.063721
	Iteration 0F: 2 clusters Score -960853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -955056.062500 Penalty: 4400.127441
	Iteration 0F: 3 clusters Score -955056.1 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -956846.375000 Penalty: 4400.127441
	Iteration 1F: 3 clusters Score -956846.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -957350.875000 Penalty: 4400.127441
	Iteration 2F: 3 clusters Score -957350.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -957735.937500 Penalty: 4400.127441
	Iteration 3F: 3 clusters Score -957735.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -958030.750000 Penalty: 4400.127441
	Iteration 4F: 3 clusters Score -958030.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -958243.750000 Penalty: 4400.127441
	Iteration 5Q: 3 clusters Score -958243.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -958422.437500 Penalty: 4400.127441
	Iteration 6Q: 3 clusters Score -958422.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -958581.000000 Penalty: 4400.127441
	Iteration 7Q: 3 clusters Score -958581 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -958708.375000 Penalty: 4400.127441
	Iteration 8Q: 3 clusters Score -958708.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -958814.750000 Penalty: 4400.127441
	Iteration 9Q: 3 clusters Score -958814.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -958933.187500 Penalty: 4400.127441
	Iteration 10Q: 3 clusters Score -958933.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -959060.312500 Penalty: 4400.127441
	Iteration 11Q: 3 clusters Score -959060.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -959170.750000 Penalty: 4400.127441
	Iteration 12Q: 3 clusters Score -959170.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -959267.312500 Penalty: 4400.127441
	Iteration 13Q: 3 clusters Score -959267.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -959363.875000 Penalty: 4400.127441
	Iteration 14Q: 3 clusters Score -959363.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -959451.687500 Penalty: 4400.127441
	Iteration 15Q: 3 clusters Score -959451.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -959524.937500 Penalty: 4400.127441
	Iteration 16Q: 3 clusters Score -959524.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -959572.000000 Penalty: 4400.127441
	Iteration 17Q: 3 clusters Score -959572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -959614.625000 Penalty: 4400.127441
	Iteration 18Q: 3 clusters Score -959614.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -959643.437500 Penalty: 4400.127441
	Iteration 19Q: 3 clusters Score -959643.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -959666.500000 Penalty: 4400.127441
	Iteration 20F: 3 clusters Score -959666.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -959681.562500 Penalty: 4400.127441
	Iteration 21Q: 3 clusters Score -959681.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -959694.687500 Penalty: 4400.127441
	Iteration 22Q: 3 clusters Score -959694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -959710.625000 Penalty: 4400.127441
	Iteration 23Q: 3 clusters Score -959710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -959721.437500 Penalty: 4400.127441
	Iteration 24Q: 3 clusters Score -959721.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -959729.062500 Penalty: 4400.127441
	Iteration 25Q: 3 clusters Score -959729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -959736.437500 Penalty: 4400.127441
	Iteration 26Q: 3 clusters Score -959736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -959741.687500 Penalty: 4400.127441
	Iteration 27Q: 3 clusters Score -959741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -959742.750000 Penalty: 4400.127441
	Iteration 28Q: 3 clusters Score -959742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -959744.125000 Penalty: 4400.127441
	Iteration 29Q: 3 clusters Score -959744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -959745.687500 Penalty: 4400.127441
	Iteration 30Q: 3 clusters Score -959745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -959748.437500 Penalty: 4400.127441
	Iteration 31Q: 3 clusters Score -959748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -959748.187500 Penalty: 4400.127441
	Iteration 32Q: 3 clusters Score -959748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -959749.562500 Penalty: 4400.127441
	Iteration 33Q: 3 clusters Score -959749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -959749.562500 Penalty: 4400.127441
	Iteration 34F: 3 clusters Score -959749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Entering Unmasked Estep 
Score: -4320667.500000 Penalty: 2549.832275
	Iteration 0F: 2 clusters Score -4320668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4300582.500000 Penalty: 5099.664551
	Iteration 0F: 3 clusters Score -4300582 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4307602.500000 Penalty: 5099.664551
	Iteration 1F: 3 clusters Score -4307602 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4308028.500000 Penalty: 5099.664551
	Iteration 2Q: 3 clusters Score -4308028 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4308433.500000 Penalty: 5099.664551
	Iteration 3Q: 3 clusters Score -4308434 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4308844.000000 Penalty: 5099.664551
	Iteration 4Q: 3 clusters Score -4308844 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4309328.500000 Penalty: 5099.664551
	Iteration 5Q: 3 clusters Score -4309328 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4309898.000000 Penalty: 5099.664551
	Iteration 6Q: 3 clusters Score -4309898 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4310616.000000 Penalty: 5099.664551
	Iteration 7Q: 3 clusters Score -4310616 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4311526.500000 Penalty: 5099.664551
	Iteration 8Q: 3 clusters Score -4311526 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4312636.000000 Penalty: 5099.664551
	Iteration 9F: 3 clusters Score -4312636 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4313800.500000 Penalty: 5099.664551
	Iteration 10F: 3 clusters Score -4313800 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4314849.000000 Penalty: 5099.664551
	Iteration 11F: 3 clusters Score -4314849 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4315849.500000 Penalty: 5099.664551
	Iteration 12Q: 3 clusters Score -4315850 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4316605.500000 Penalty: 5099.664551
	Iteration 13Q: 3 clusters Score -4316606 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4317142.500000 Penalty: 5099.664551
	Iteration 14Q: 3 clusters Score -4317142 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4317501.000000 Penalty: 5099.664551
	Iteration 15Q: 3 clusters Score -4317501 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4317724.000000 Penalty: 5099.664551
	Iteration 16Q: 3 clusters Score -4317724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4317929.000000 Penalty: 5099.664551
	Iteration 17Q: 3 clusters Score -4317929 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4318059.000000 Penalty: 5099.664551
	Iteration 18Q: 3 clusters Score -4318059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4318161.000000 Penalty: 5099.664551
	Iteration 19Q: 3 clusters Score -4318161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4318244.500000 Penalty: 5099.664551
	Iteration 20F: 3 clusters Score -4318244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4318289.000000 Penalty: 5099.664551
	Iteration 21Q: 3 clusters Score -4318289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4318348.000000 Penalty: 5099.664551
	Iteration 22Q: 3 clusters Score -4318348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4318398.000000 Penalty: 5099.664551
	Iteration 23Q: 3 clusters Score -4318398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4318411.500000 Penalty: 5099.664551
	Iteration 24Q: 3 clusters Score -4318412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4318431.000000 Penalty: 5099.664551
	Iteration 25Q: 3 clusters Score -4318431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4318446.500000 Penalty: 5099.664551
	Iteration 26Q: 3 clusters Score -4318446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4318461.000000 Penalty: 5099.664551
	Iteration 27Q: 3 clusters Score -4318461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4318470.500000 Penalty: 5099.664551
	Iteration 28Q: 3 clusters Score -4318470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4318471.000000 Penalty: 5099.664551
	Iteration 29Q: 3 clusters Score -4318471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4318479.500000 Penalty: 5099.664551
	Iteration 30Q: 3 clusters Score -4318480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4318484.500000 Penalty: 5099.664551
	Iteration 31Q: 3 clusters Score -4318484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4318487.000000 Penalty: 5099.664551
	Iteration 32Q: 3 clusters Score -4318487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4318494.500000 Penalty: 5099.664551
	Iteration 33Q: 3 clusters Score -4318494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4318493.500000 Penalty: 5099.664551
	Iteration 34Q: 3 clusters Score -4318494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4318496.000000 Penalty: 5099.664551
	Iteration 35Q: 3 clusters Score -4318496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4318499.500000 Penalty: 5099.664551
	Iteration 36Q: 3 clusters Score -4318500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4318508.000000 Penalty: 5099.664551
	Iteration 37Q: 3 clusters Score -4318508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4318507.000000 Penalty: 5099.664551
	Iteration 38Q: 3 clusters Score -4318507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4318510.500000 Penalty: 5099.664551
	Iteration 39Q: 3 clusters Score -4318510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4318509.000000 Penalty: 5099.664551
	Iteration 40F: 3 clusters Score -4318509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4318508.000000 Penalty: 5099.664551
	Iteration 41Q: 3 clusters Score -4318508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4318508.000000 Penalty: 5099.664551
	Iteration 42Q: 3 clusters Score -4318508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4318508.000000 Penalty: 5099.664551
	Iteration 43F: 3 clusters Score -4318508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Entering Unmasked Estep 
Score: -4460390.000000 Penalty: 2562.881104
	Iteration 0F: 2 clusters Score -4460390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4439392.000000 Penalty: 5125.762207
	Iteration 0F: 3 clusters Score -4439392 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4446939.500000 Penalty: 5125.762207
	Iteration 1F: 3 clusters Score -4446940 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4447458.000000 Penalty: 5125.762207
	Iteration 2F: 3 clusters Score -4447458 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4447930.500000 Penalty: 5125.762207
	Iteration 3Q: 3 clusters Score -4447930 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4448465.000000 Penalty: 5125.762207
	Iteration 4Q: 3 clusters Score -4448465 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4449217.000000 Penalty: 5125.762207
	Iteration 5Q: 3 clusters Score -4449217 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4450206.500000 Penalty: 5125.762207
	Iteration 6F: 3 clusters Score -4450206 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4451438.000000 Penalty: 5125.762207
	Iteration 7F: 3 clusters Score -4451438 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4452848.500000 Penalty: 5125.762207
	Iteration 8F: 3 clusters Score -4452848 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4454284.000000 Penalty: 5125.762207
	Iteration 9F: 3 clusters Score -4454284 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4455460.500000 Penalty: 5125.762207
	Iteration 10F: 3 clusters Score -4455460 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4456334.500000 Penalty: 5125.762207
	Iteration 11Q: 3 clusters Score -4456334 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4456925.500000 Penalty: 5125.762207
	Iteration 12Q: 3 clusters Score -4456926 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -4457364.500000 Penalty: 5125.762207
	Iteration 13Q: 3 clusters Score -4457364 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4457632.000000 Penalty: 5125.762207
	Iteration 14Q: 3 clusters Score -4457632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4457821.000000 Penalty: 5125.762207
	Iteration 15Q: 3 clusters Score -4457821 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4457919.000000 Penalty: 5125.762207
	Iteration 16Q: 3 clusters Score -4457919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4457989.000000 Penalty: 5125.762207
	Iteration 17Q: 3 clusters Score -4457989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4458027.500000 Penalty: 5125.762207
	Iteration 18Q: 3 clusters Score -4458028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4458065.500000 Penalty: 5125.762207
	Iteration 19Q: 3 clusters Score -4458066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4458102.500000 Penalty: 5125.762207
	Iteration 20F: 3 clusters Score -4458102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4458115.500000 Penalty: 5125.762207
	Iteration 21Q: 3 clusters Score -4458116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4458132.000000 Penalty: 5125.762207
	Iteration 22Q: 3 clusters Score -4458132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -4458140.500000 Penalty: 5125.762207
	Iteration 23Q: 3 clusters Score -4458140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4458149.000000 Penalty: 5125.762207
	Iteration 24Q: 3 clusters Score -4458149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4458155.500000 Penalty: 5125.762207
	Iteration 25Q: 3 clusters Score -4458156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4458165.000000 Penalty: 5125.762207
	Iteration 26Q: 3 clusters Score -4458165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4458175.500000 Penalty: 5125.762207
	Iteration 27Q: 3 clusters Score -4458176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4458180.000000 Penalty: 5125.762207
	Iteration 28Q: 3 clusters Score -4458180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4458180.500000 Penalty: 5125.762207
	Iteration 29Q: 3 clusters Score -4458180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4458183.000000 Penalty: 5125.762207
	Iteration 30Q: 3 clusters Score -4458183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4458185.000000 Penalty: 5125.762207
	Iteration 31Q: 3 clusters Score -4458185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4458186.000000 Penalty: 5125.762207
	Iteration 32Q: 3 clusters Score -4458186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4458187.000000 Penalty: 5125.762207
	Iteration 33Q: 3 clusters Score -4458187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4458182.000000 Penalty: 5125.762207
	Iteration 34Q: 3 clusters Score -4458182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4458181.000000 Penalty: 5125.762207
	Iteration 35Q: 3 clusters Score -4458181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4458182.500000 Penalty: 5125.762207
	Iteration 36Q: 3 clusters Score -4458182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4458185.000000 Penalty: 5125.762207
	Iteration 37Q: 3 clusters Score -4458185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4458194.500000 Penalty: 5125.762207
	Iteration 38Q: 3 clusters Score -4458194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4458192.500000 Penalty: 5125.762207
	Iteration 39Q: 3 clusters Score -4458192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4458193.500000 Penalty: 5125.762207
	Iteration 40F: 3 clusters Score -4458194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4458195.000000 Penalty: 5125.762207
	Iteration 41Q: 3 clusters Score -4458195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4458195.500000 Penalty: 5125.762207
	Iteration 42Q: 3 clusters Score -4458196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4458195.500000 Penalty: 5125.762207
	Iteration 43F: 3 clusters Score -4458196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Entering Unmasked Estep 
Score: -5585833.500000 Penalty: 2629.140625
	Iteration 0F: 2 clusters Score -5585834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5558646.500000 Penalty: 5258.281250
	Iteration 0F: 3 clusters Score -5558646 nChanged 18387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5568859.000000 Penalty: 5258.281250
	Iteration 1F: 3 clusters Score -5568859 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -5569729.500000 Penalty: 5258.281250
	Iteration 2Q: 3 clusters Score -5569730 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5570712.500000 Penalty: 5258.281250
	Iteration 3F: 3 clusters Score -5570712 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -5571677.500000 Penalty: 5258.281250
	Iteration 4F: 3 clusters Score -5571678 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5572624.500000 Penalty: 5258.281250
	Iteration 5F: 3 clusters Score -5572624 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5573605.000000 Penalty: 5258.281250
	Iteration 6F: 3 clusters Score -5573605 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5574572.500000 Penalty: 5258.281250
	Iteration 7Q: 3 clusters Score -5574572 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5575470.500000 Penalty: 5258.281250
	Iteration 8Q: 3 clusters Score -5575470 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5576409.000000 Penalty: 5258.281250
	Iteration 9Q: 3 clusters Score -5576409 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5577430.000000 Penalty: 5258.281250
	Iteration 10Q: 3 clusters Score -5577430 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5578347.500000 Penalty: 5258.281250
	Iteration 11Q: 3 clusters Score -5578348 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5579128.000000 Penalty: 5258.281250
	Iteration 12Q: 3 clusters Score -5579128 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -5579810.500000 Penalty: 5258.281250
	Iteration 13Q: 3 clusters Score -5579810 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -5580428.000000 Penalty: 5258.281250
	Iteration 14Q: 3 clusters Score -5580428 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5580942.500000 Penalty: 5258.281250
	Iteration 15Q: 3 clusters Score -5580942 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5581462.000000 Penalty: 5258.281250
	Iteration 16Q: 3 clusters Score -5581462 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5581948.000000 Penalty: 5258.281250
	Iteration 17Q: 3 clusters Score -5581948 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5582404.500000 Penalty: 5258.281250
	Iteration 18Q: 3 clusters Score -5582404 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5582808.500000 Penalty: 5258.281250
	Iteration 19Q: 3 clusters Score -5582808 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -5583173.000000 Penalty: 5258.281250
	Iteration 20F: 3 clusters Score -5583173 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5583522.500000 Penalty: 5258.281250
	Iteration 21Q: 3 clusters Score -5583522 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5583803.000000 Penalty: 5258.281250
	Iteration 22Q: 3 clusters Score -5583803 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5584069.500000 Penalty: 5258.281250
	Iteration 23Q: 3 clusters Score -5584070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -5584262.500000 Penalty: 5258.281250
	Iteration 24Q: 3 clusters Score -5584262 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5584412.500000 Penalty: 5258.281250
	Iteration 25Q: 3 clusters Score -5584412 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5584540.500000 Penalty: 5258.281250
	Iteration 26Q: 3 clusters Score -5584540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -5584648.000000 Penalty: 5258.281250
	Iteration 27Q: 3 clusters Score -5584648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5584717.000000 Penalty: 5258.281250
	Iteration 28Q: 3 clusters Score -5584717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5584774.500000 Penalty: 5258.281250
	Iteration 29Q: 3 clusters Score -5584774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5584836.000000 Penalty: 5258.281250
	Iteration 30Q: 3 clusters Score -5584836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5584875.000000 Penalty: 5258.281250
	Iteration 31Q: 3 clusters Score -5584875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5584901.000000 Penalty: 5258.281250
	Iteration 32Q: 3 clusters Score -5584901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5584921.500000 Penalty: 5258.281250
	Iteration 33Q: 3 clusters Score -5584922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5584933.000000 Penalty: 5258.281250
	Iteration 34Q: 3 clusters Score -5584933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5584934.000000 Penalty: 5258.281250
	Iteration 35Q: 3 clusters Score -5584934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5584940.000000 Penalty: 5258.281250
	Iteration 36Q: 3 clusters Score -5584940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5584936.500000 Penalty: 5258.281250
	Iteration 37Q: 3 clusters Score -5584936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5584941.500000 Penalty: 5258.281250
	Iteration 38Q: 3 clusters Score -5584942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5584939.000000 Penalty: 5258.281250
	Iteration 39Q: 3 clusters Score -5584939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5584937.500000 Penalty: 5258.281250
	Iteration 40F: 3 clusters Score -5584938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5584939.500000 Penalty: 5258.281250
	Iteration 41Q: 3 clusters Score -5584940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5584944.500000 Penalty: 5258.281250
	Iteration 42Q: 3 clusters Score -5584944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5584949.000000 Penalty: 5258.281250
	Iteration 43Q: 3 clusters Score -5584949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5584951.500000 Penalty: 5258.281250
	Iteration 44Q: 3 clusters Score -5584952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5584955.000000 Penalty: 5258.281250
	Iteration 45Q: 3 clusters Score -5584955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5584954.500000 Penalty: 5258.281250
	Iteration 46Q: 3 clusters Score -5584954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5584954.000000 Penalty: 5258.281250
	Iteration 47Q: 3 clusters Score -5584954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5584956.500000 Penalty: 5258.281250
	Iteration 48Q: 3 clusters Score -5584956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -5584953.000000 Penalty: 5258.281250
	Iteration 49Q: 3 clusters Score -5584953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5584958.000000 Penalty: 5258.281250
	Iteration 50Q: 3 clusters Score -5584958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5584958.000000 Penalty: 5258.281250
	Iteration 51F: 3 clusters Score -5584958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Entering Unmasked Estep 
Score: -3956602.000000 Penalty: 2537.830322
	Iteration 0F: 2 clusters Score -3956602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3937539.250000 Penalty: 5075.660645
	Iteration 0F: 3 clusters Score -3937539 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3944685.000000 Penalty: 5075.660645
	Iteration 1F: 3 clusters Score -3944685 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3946007.000000 Penalty: 5075.660645
	Iteration 2F: 3 clusters Score -3946007 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3947364.500000 Penalty: 5075.660645
	Iteration 3F: 3 clusters Score -3947364 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3948738.500000 Penalty: 5075.660645
	Iteration 4F: 3 clusters Score -3948738 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3950031.000000 Penalty: 5075.660645
	Iteration 5F: 3 clusters Score -3950031 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3951289.500000 Penalty: 5075.660645
	Iteration 6F: 3 clusters Score -3951290 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3952437.250000 Penalty: 5075.660645
	Iteration 7F: 3 clusters Score -3952437 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3953471.500000 Penalty: 5075.660645
	Iteration 8Q: 3 clusters Score -3953472 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3954396.500000 Penalty: 5075.660645
	Iteration 9Q: 3 clusters Score -3954396 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3955265.500000 Penalty: 5075.660645
	Iteration 10Q: 3 clusters Score -3955266 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3955986.250000 Penalty: 5075.660645
	Iteration 11Q: 3 clusters Score -3955986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3956207.500000 Penalty: 5075.660645
	Iteration 12Q: 3 clusters Score -3956208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3956297.500000 Penalty: 5075.660645
	Iteration 13Q: 3 clusters Score -3956298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3956370.500000 Penalty: 5075.660645
	Iteration 14Q: 3 clusters Score -3956370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3956392.750000 Penalty: 5075.660645
	Iteration 15Q: 3 clusters Score -3956393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3956399.500000 Penalty: 5075.660645
	Iteration 16Q: 3 clusters Score -3956400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3956416.500000 Penalty: 5075.660645
	Iteration 17Q: 3 clusters Score -3956416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3956424.250000 Penalty: 5075.660645
	Iteration 18Q: 3 clusters Score -3956424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3956433.750000 Penalty: 5075.660645
	Iteration 19Q: 3 clusters Score -3956434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3956432.250000 Penalty: 5075.660645
	Iteration 20F: 3 clusters Score -3956432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3956436.750000 Penalty: 5075.660645
	Iteration 21Q: 3 clusters Score -3956437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3956438.250000 Penalty: 5075.660645
	Iteration 22Q: 3 clusters Score -3956438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3956454.250000 Penalty: 5075.660645
	Iteration 23Q: 3 clusters Score -3956454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3956461.000000 Penalty: 5075.660645
	Iteration 24Q: 3 clusters Score -3956461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3956464.500000 Penalty: 5075.660645
	Iteration 25Q: 3 clusters Score -3956464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3956465.250000 Penalty: 5075.660645
	Iteration 26Q: 3 clusters Score -3956465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3956462.500000 Penalty: 5075.660645
	Iteration 27Q: 3 clusters Score -3956462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3956462.500000 Penalty: 5075.660645
	Iteration 28Q: 3 clusters Score -3956462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3956465.500000 Penalty: 5075.660645
	Iteration 29Q: 3 clusters Score -3956466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3956461.000000 Penalty: 5075.660645
	Iteration 30Q: 3 clusters Score -3956461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3956462.000000 Penalty: 5075.660645
	Iteration 31Q: 3 clusters Score -3956462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3956462.750000 Penalty: 5075.660645
	Iteration 32Q: 3 clusters Score -3956463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3956463.750000 Penalty: 5075.660645
	Iteration 33Q: 3 clusters Score -3956464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3956463.750000 Penalty: 5075.660645
	Iteration 34F: 3 clusters Score -3956464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Entering Unmasked Estep 
Score: -6482082.500000 Penalty: 2651.799561
	Iteration 0F: 2 clusters Score -6482082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -6452363.000000 Penalty: 5303.599121
	Iteration 0F: 3 clusters Score -6452363 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6463340.000000 Penalty: 5303.599121
	Iteration 1F: 3 clusters Score -6463340 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -6463970.000000 Penalty: 5303.599121
	Iteration 2Q: 3 clusters Score -6463970 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -6464544.000000 Penalty: 5303.599121
	Iteration 3Q: 3 clusters Score -6464544 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -6465218.500000 Penalty: 5303.599121
	Iteration 4Q: 3 clusters Score -6465218 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6466028.500000 Penalty: 5303.599121
	Iteration 5Q: 3 clusters Score -6466028 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6467308.500000 Penalty: 5303.599121
	Iteration 6F: 3 clusters Score -6467308 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -6469027.000000 Penalty: 5303.599121
	Iteration 7F: 3 clusters Score -6469027 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -6471098.500000 Penalty: 5303.599121
	Iteration 8F: 3 clusters Score -6471098 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6473398.500000 Penalty: 5303.599121
	Iteration 9F: 3 clusters Score -6473398 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -6475585.000000 Penalty: 5303.599121
	Iteration 10F: 3 clusters Score -6475585 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6477049.000000 Penalty: 5303.599121
	Iteration 11Q: 3 clusters Score -6477049 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6477699.500000 Penalty: 5303.599121
	Iteration 12Q: 3 clusters Score -6477700 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6478059.000000 Penalty: 5303.599121
	Iteration 13Q: 3 clusters Score -6478059 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -6478270.500000 Penalty: 5303.599121
	Iteration 14Q: 3 clusters Score -6478270 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -6478414.000000 Penalty: 5303.599121
	Iteration 15Q: 3 clusters Score -6478414 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6478539.500000 Penalty: 5303.599121
	Iteration 16Q: 3 clusters Score -6478540 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -6478651.000000 Penalty: 5303.599121
	Iteration 17Q: 3 clusters Score -6478651 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6478727.000000 Penalty: 5303.599121
	Iteration 18Q: 3 clusters Score -6478727 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6478810.000000 Penalty: 5303.599121
	Iteration 19Q: 3 clusters Score -6478810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6478840.000000 Penalty: 5303.599121
	Iteration 20F: 3 clusters Score -6478840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6478905.500000 Penalty: 5303.599121
	Iteration 21Q: 3 clusters Score -6478906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -6478962.500000 Penalty: 5303.599121
	Iteration 22Q: 3 clusters Score -6478962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6479015.000000 Penalty: 5303.599121
	Iteration 23Q: 3 clusters Score -6479015 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -6479060.500000 Penalty: 5303.599121
	Iteration 24Q: 3 clusters Score -6479060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6479091.500000 Penalty: 5303.599121
	Iteration 25Q: 3 clusters Score -6479092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6479126.500000 Penalty: 5303.599121
	Iteration 26Q: 3 clusters Score -6479126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6479161.500000 Penalty: 5303.599121
	Iteration 27Q: 3 clusters Score -6479162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6479182.500000 Penalty: 5303.599121
	Iteration 28Q: 3 clusters Score -6479182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6479230.000000 Penalty: 5303.599121
	Iteration 29Q: 3 clusters Score -6479230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6479240.000000 Penalty: 5303.599121
	Iteration 30Q: 3 clusters Score -6479240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6479286.000000 Penalty: 5303.599121
	Iteration 31Q: 3 clusters Score -6479286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6479311.000000 Penalty: 5303.599121
	Iteration 32Q: 3 clusters Score -6479311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6479321.000000 Penalty: 5303.599121
	Iteration 33Q: 3 clusters Score -6479321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6479343.500000 Penalty: 5303.599121
	Iteration 34Q: 3 clusters Score -6479344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6479358.500000 Penalty: 5303.599121
	Iteration 35Q: 3 clusters Score -6479358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6479361.500000 Penalty: 5303.599121
	Iteration 36Q: 3 clusters Score -6479362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6479377.000000 Penalty: 5303.599121
	Iteration 37Q: 3 clusters Score -6479377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6479401.000000 Penalty: 5303.599121
	Iteration 38Q: 3 clusters Score -6479401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6479399.000000 Penalty: 5303.599121
	Iteration 39Q: 3 clusters Score -6479399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6479420.000000 Penalty: 5303.599121
	Iteration 40F: 3 clusters Score -6479420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6479436.500000 Penalty: 5303.599121
	Iteration 41Q: 3 clusters Score -6479436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6479458.500000 Penalty: 5303.599121
	Iteration 42Q: 3 clusters Score -6479458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6479458.500000 Penalty: 5303.599121
	Iteration 43Q: 3 clusters Score -6479458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6479469.500000 Penalty: 5303.599121
	Iteration 44Q: 3 clusters Score -6479470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6479469.500000 Penalty: 5303.599121
	Iteration 45Q: 3 clusters Score -6479470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6479472.500000 Penalty: 5303.599121
	Iteration 46Q: 3 clusters Score -6479472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6479488.500000 Penalty: 5303.599121
	Iteration 47Q: 3 clusters Score -6479488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6479495.500000 Penalty: 5303.599121
	Iteration 48Q: 3 clusters Score -6479496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6479503.000000 Penalty: 5303.599121
	Iteration 49Q: 3 clusters Score -6479503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6479523.500000 Penalty: 5303.599121
	Iteration 50Q: 3 clusters Score -6479524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6479545.500000 Penalty: 5303.599121
	Iteration 51Q: 3 clusters Score -6479546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6479553.500000 Penalty: 5303.599121
	Iteration 52Q: 3 clusters Score -6479554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6479559.500000 Penalty: 5303.599121
	Iteration 53Q: 3 clusters Score -6479560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6479576.000000 Penalty: 5303.599121
	Iteration 54Q: 3 clusters Score -6479576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6479580.500000 Penalty: 5303.599121
	Iteration 55Q: 3 clusters Score -6479580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6479567.000000 Penalty: 5303.599121
	Iteration 56Q: 3 clusters Score -6479567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6479587.000000 Penalty: 5303.599121
	Iteration 57Q: 3 clusters Score -6479587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6479587.500000 Penalty: 5303.599121
	Iteration 58Q: 3 clusters Score -6479588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6479598.500000 Penalty: 5303.599121
	Iteration 59Q: 3 clusters Score -6479598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6479600.500000 Penalty: 5303.599121
	Iteration 60F: 3 clusters Score -6479600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6479598.500000 Penalty: 5303.599121
	Iteration 61Q: 3 clusters Score -6479598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6479609.000000 Penalty: 5303.599121
	Iteration 62Q: 3 clusters Score -6479609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6479622.000000 Penalty: 5303.599121
	Iteration 63Q: 3 clusters Score -6479622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6479635.000000 Penalty: 5303.599121
	Iteration 64Q: 3 clusters Score -6479635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6479635.000000 Penalty: 5303.599121
	Iteration 65Q: 3 clusters Score -6479635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6479633.500000 Penalty: 5303.599121
	Iteration 66Q: 3 clusters Score -6479634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6479642.000000 Penalty: 5303.599121
	Iteration 67Q: 3 clusters Score -6479642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6479640.500000 Penalty: 5303.599121
	Iteration 68Q: 3 clusters Score -6479640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6479650.000000 Penalty: 5303.599121
	Iteration 69Q: 3 clusters Score -6479650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6479667.500000 Penalty: 5303.599121
	Iteration 70Q: 3 clusters Score -6479668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6479668.000000 Penalty: 5303.599121
	Iteration 71Q: 3 clusters Score -6479668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6479666.500000 Penalty: 5303.599121
	Iteration 72Q: 3 clusters Score -6479666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6479671.000000 Penalty: 5303.599121
	Iteration 73Q: 3 clusters Score -6479671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6479669.500000 Penalty: 5303.599121
	Iteration 74Q: 3 clusters Score -6479670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6479662.000000 Penalty: 5303.599121
	Iteration 75Q: 3 clusters Score -6479662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6479661.000000 Penalty: 5303.599121
	Iteration 76Q: 3 clusters Score -6479661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6479663.500000 Penalty: 5303.599121
	Iteration 77Q: 3 clusters Score -6479664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6479668.500000 Penalty: 5303.599121
	Iteration 78Q: 3 clusters Score -6479668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6479679.500000 Penalty: 5303.599121
	Iteration 79Q: 3 clusters Score -6479680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6479670.500000 Penalty: 5303.599121
	Iteration 80F: 3 clusters Score -6479670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6479674.500000 Penalty: 5303.599121
	Iteration 81Q: 3 clusters Score -6479674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6479678.500000 Penalty: 5303.599121
	Iteration 82Q: 3 clusters Score -6479678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6479681.000000 Penalty: 5303.599121
	Iteration 83Q: 3 clusters Score -6479681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6479678.000000 Penalty: 5303.599121
	Iteration 84Q: 3 clusters Score -6479678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6479679.000000 Penalty: 5303.599121
	Iteration 85Q: 3 clusters Score -6479679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6479685.500000 Penalty: 5303.599121
	Iteration 86Q: 3 clusters Score -6479686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6479680.500000 Penalty: 5303.599121
	Iteration 87Q: 3 clusters Score -6479680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6479693.500000 Penalty: 5303.599121
	Iteration 88Q: 3 clusters Score -6479694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6479695.000000 Penalty: 5303.599121
	Iteration 89Q: 3 clusters Score -6479695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6479688.000000 Penalty: 5303.599121
	Iteration 90Q: 3 clusters Score -6479688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6479693.000000 Penalty: 5303.599121
	Iteration 91Q: 3 clusters Score -6479693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6479690.500000 Penalty: 5303.599121
	Iteration 92Q: 3 clusters Score -6479690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6479686.000000 Penalty: 5303.599121
	Iteration 93Q: 3 clusters Score -6479686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6479702.000000 Penalty: 5303.599121
	Iteration 94Q: 3 clusters Score -6479702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6479704.000000 Penalty: 5303.599121
	Iteration 95Q: 3 clusters Score -6479704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6479713.000000 Penalty: 5303.599121
	Iteration 96Q: 3 clusters Score -6479713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6479714.500000 Penalty: 5303.599121
	Iteration 97Q: 3 clusters Score -6479714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6479716.000000 Penalty: 5303.599121
	Iteration 98Q: 3 clusters Score -6479716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6479716.000000 Penalty: 5303.599121
	Iteration 99Q: 3 clusters Score -6479716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6479717.500000 Penalty: 5303.599121
	Iteration 100F: 3 clusters Score -6479718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6479716.500000 Penalty: 5303.599121
	Iteration 101Q: 3 clusters Score -6479716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6479720.500000 Penalty: 5303.599121
	Iteration 102Q: 3 clusters Score -6479720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6479720.500000 Penalty: 5303.599121
	Iteration 103F: 3 clusters Score -6479720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -834165.062500 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -834165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -829130.312500 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -829130.3 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -830393.250000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -830393.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -830634.750000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -830634.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -830829.062500 Penalty: 4296.001953
	Iteration 3F: 3 clusters Score -830829.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -831024.250000 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -831024.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -831239.812500 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -831239.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -831428.437500 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -831428.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -831581.625000 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -831581.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -831711.250000 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -831711.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -831823.312500 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -831823.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -831892.625000 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -831892.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -831963.750000 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -831963.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -832039.937500 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -832039.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -832104.062500 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -832104.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -832164.687500 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -832164.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -832219.000000 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -832219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -832255.937500 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -832255.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -832285.937500 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -832285.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -832306.750000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -832306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -832321.812500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -832321.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -832343.500000 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -832343.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -832355.125000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -832355.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -832372.187500 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -832372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -832382.375000 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -832382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -832390.437500 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -832390.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -832398.437500 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -832398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -832406.187500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -832406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -832412.250000 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -832412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -832413.562500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -832413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -832417.500000 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -832417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -832418.687500 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -832418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -832422.562500 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -832422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -832423.062500 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -832423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -832422.875000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -832422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -832422.875000 Penalty: 4296.001953
	Iteration 34F: 3 clusters Score -832422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Entering Unmasked Estep 
Score: -15676796.000000 Penalty: 2870.524902
	Iteration 0F: 2 clusters Score -1.56768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -15607126.000000 Penalty: 5741.049805
	Iteration 0F: 3 clusters Score -1.560713e+07 nChanged 50253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -15635880.000000 Penalty: 5741.049805
	Iteration 1F: 3 clusters Score -1.563588e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -15636773.000000 Penalty: 5741.049805
	Iteration 2Q: 3 clusters Score -1.563677e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -15637830.000000 Penalty: 5741.049805
	Iteration 3Q: 3 clusters Score -1.563783e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -15638829.000000 Penalty: 5741.049805
	Iteration 4Q: 3 clusters Score -1.563883e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -15640077.000000 Penalty: 5741.049805
	Iteration 5Q: 3 clusters Score -1.564008e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -15641968.000000 Penalty: 5741.049805
	Iteration 6Q: 3 clusters Score -1.564197e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -15645311.000000 Penalty: 5741.049805
	Iteration 7F: 3 clusters Score -1.564531e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -15650526.000000 Penalty: 5741.049805
	Iteration 8F: 3 clusters Score -1.565053e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -15657908.000000 Penalty: 5741.049805
	Iteration 9F: 3 clusters Score -1.565791e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -15666043.000000 Penalty: 5741.049805
	Iteration 10F: 3 clusters Score -1.566604e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -15671690.000000 Penalty: 5741.049805
	Iteration 11F: 3 clusters Score -1.567169e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -15673878.000000 Penalty: 5741.049805
	Iteration 12Q: 3 clusters Score -1.567388e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -15674678.000000 Penalty: 5741.049805
	Iteration 13Q: 3 clusters Score -1.567468e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15675085.000000 Penalty: 5741.049805
	Iteration 14Q: 3 clusters Score -1.567508e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -15675255.000000 Penalty: 5741.049805
	Iteration 15Q: 3 clusters Score -1.567526e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -15675337.000000 Penalty: 5741.049805
	Iteration 16Q: 3 clusters Score -1.567534e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15675377.000000 Penalty: 5741.049805
	Iteration 17Q: 3 clusters Score -1.567538e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15675404.000000 Penalty: 5741.049805
	Iteration 18Q: 3 clusters Score -1.56754e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15675460.000000 Penalty: 5741.049805
	Iteration 19Q: 3 clusters Score -1.567546e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15675481.000000 Penalty: 5741.049805
	Iteration 20F: 3 clusters Score -1.567548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15675498.000000 Penalty: 5741.049805
	Iteration 21Q: 3 clusters Score -1.56755e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15675481.000000 Penalty: 5741.049805
	Iteration 22Q: 3 clusters Score -1.567548e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15675510.000000 Penalty: 5741.049805
	Iteration 23Q: 3 clusters Score -1.567551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15675518.000000 Penalty: 5741.049805
	Iteration 24Q: 3 clusters Score -1.567552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15675508.000000 Penalty: 5741.049805
	Iteration 25Q: 3 clusters Score -1.567551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15675508.000000 Penalty: 5741.049805
	Iteration 26Q: 3 clusters Score -1.567551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15675517.000000 Penalty: 5741.049805
	Iteration 27Q: 3 clusters Score -1.567552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15675517.000000 Penalty: 5741.049805
	Iteration 28Q: 3 clusters Score -1.567552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15675523.000000 Penalty: 5741.049805
	Iteration 29Q: 3 clusters Score -1.567552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15675523.000000 Penalty: 5741.049805
	Iteration 30Q: 3 clusters Score -1.567552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15675519.000000 Penalty: 5741.049805
	Iteration 31Q: 3 clusters Score -1.567552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -15675522.000000 Penalty: 5741.049805
	Iteration 32Q: 3 clusters Score -1.567552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15675522.000000 Penalty: 5741.049805
	Iteration 33Q: 3 clusters Score -1.567552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15675533.000000 Penalty: 5741.049805
	Iteration 34Q: 3 clusters Score -1.567553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15675523.000000 Penalty: 5741.049805
	Iteration 35Q: 3 clusters Score -1.567552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15675529.000000 Penalty: 5741.049805
	Iteration 36Q: 3 clusters Score -1.567553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15675521.000000 Penalty: 5741.049805
	Iteration 37Q: 3 clusters Score -1.567552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15675537.000000 Penalty: 5741.049805
	Iteration 38Q: 3 clusters Score -1.567554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15675514.000000 Penalty: 5741.049805
	Iteration 39Q: 3 clusters Score -1.567551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15675511.000000 Penalty: 5741.049805
	Iteration 40F: 3 clusters Score -1.567551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15675515.000000 Penalty: 5741.049805
	Iteration 41Q: 3 clusters Score -1.567552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15675520.000000 Penalty: 5741.049805
	Iteration 42Q: 3 clusters Score -1.567552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15675520.000000 Penalty: 5741.049805
	Iteration 43Q: 3 clusters Score -1.567552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15675524.000000 Penalty: 5741.049805
	Iteration 44Q: 3 clusters Score -1.567552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15675516.000000 Penalty: 5741.049805
	Iteration 45Q: 3 clusters Score -1.567552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15675516.000000 Penalty: 5741.049805
	Iteration 46Q: 3 clusters Score -1.567552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15675516.000000 Penalty: 5741.049805
	Iteration 47F: 3 clusters Score -1.567552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Entering Unmasked Estep 
Score: -5918648.500000 Penalty: 2627.512207
	Iteration 0F: 2 clusters Score -5918648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5891609.500000 Penalty: 5255.024414
	Iteration 0F: 3 clusters Score -5891610 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5901561.000000 Penalty: 5255.024414
	Iteration 1F: 3 clusters Score -5901561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5902022.500000 Penalty: 5255.024414
	Iteration 2Q: 3 clusters Score -5902022 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5902548.500000 Penalty: 5255.024414
	Iteration 3Q: 3 clusters Score -5902548 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5903101.500000 Penalty: 5255.024414
	Iteration 4Q: 3 clusters Score -5903102 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -5903895.500000 Penalty: 5255.024414
	Iteration 5Q: 3 clusters Score -5903896 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5904918.000000 Penalty: 5255.024414
	Iteration 6Q: 3 clusters Score -5904918 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5906477.000000 Penalty: 5255.024414
	Iteration 7F: 3 clusters Score -5906477 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -5908539.500000 Penalty: 5255.024414
	Iteration 8F: 3 clusters Score -5908540 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -5910759.500000 Penalty: 5255.024414
	Iteration 9F: 3 clusters Score -5910760 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5912599.500000 Penalty: 5255.024414
	Iteration 10F: 3 clusters Score -5912600 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5913832.000000 Penalty: 5255.024414
	Iteration 11Q: 3 clusters Score -5913832 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -5914569.000000 Penalty: 5255.024414
	Iteration 12Q: 3 clusters Score -5914569 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5914992.500000 Penalty: 5255.024414
	Iteration 13Q: 3 clusters Score -5914992 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5915252.500000 Penalty: 5255.024414
	Iteration 14Q: 3 clusters Score -5915252 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5915412.500000 Penalty: 5255.024414
	Iteration 15Q: 3 clusters Score -5915412 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5915560.500000 Penalty: 5255.024414
	Iteration 16Q: 3 clusters Score -5915560 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5915651.500000 Penalty: 5255.024414
	Iteration 17Q: 3 clusters Score -5915652 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5915732.500000 Penalty: 5255.024414
	Iteration 18Q: 3 clusters Score -5915732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5915791.500000 Penalty: 5255.024414
	Iteration 19Q: 3 clusters Score -5915792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5915826.500000 Penalty: 5255.024414
	Iteration 20F: 3 clusters Score -5915826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5915886.000000 Penalty: 5255.024414
	Iteration 21Q: 3 clusters Score -5915886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5915948.000000 Penalty: 5255.024414
	Iteration 22Q: 3 clusters Score -5915948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5915987.500000 Penalty: 5255.024414
	Iteration 23Q: 3 clusters Score -5915988 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5916032.500000 Penalty: 5255.024414
	Iteration 24Q: 3 clusters Score -5916032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5916070.500000 Penalty: 5255.024414
	Iteration 25Q: 3 clusters Score -5916070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5916108.000000 Penalty: 5255.024414
	Iteration 26Q: 3 clusters Score -5916108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5916125.000000 Penalty: 5255.024414
	Iteration 27Q: 3 clusters Score -5916125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5916152.000000 Penalty: 5255.024414
	Iteration 28Q: 3 clusters Score -5916152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5916173.500000 Penalty: 5255.024414
	Iteration 29Q: 3 clusters Score -5916174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5916199.000000 Penalty: 5255.024414
	Iteration 30Q: 3 clusters Score -5916199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5916212.500000 Penalty: 5255.024414
	Iteration 31Q: 3 clusters Score -5916212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5916237.500000 Penalty: 5255.024414
	Iteration 32Q: 3 clusters Score -5916238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5916257.500000 Penalty: 5255.024414
	Iteration 33Q: 3 clusters Score -5916258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5916267.000000 Penalty: 5255.024414
	Iteration 34Q: 3 clusters Score -5916267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5916293.500000 Penalty: 5255.024414
	Iteration 35Q: 3 clusters Score -5916294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5916319.000000 Penalty: 5255.024414
	Iteration 36Q: 3 clusters Score -5916319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5916340.500000 Penalty: 5255.024414
	Iteration 37Q: 3 clusters Score -5916340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5916358.500000 Penalty: 5255.024414
	Iteration 38Q: 3 clusters Score -5916358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5916356.500000 Penalty: 5255.024414
	Iteration 39Q: 3 clusters Score -5916356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5916376.000000 Penalty: 5255.024414
	Iteration 40F: 3 clusters Score -5916376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5916391.500000 Penalty: 5255.024414
	Iteration 41Q: 3 clusters Score -5916392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5916390.500000 Penalty: 5255.024414
	Iteration 42Q: 3 clusters Score -5916390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5916385.000000 Penalty: 5255.024414
	Iteration 43Q: 3 clusters Score -5916385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5916384.500000 Penalty: 5255.024414
	Iteration 44Q: 3 clusters Score -5916384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5916391.500000 Penalty: 5255.024414
	Iteration 45Q: 3 clusters Score -5916392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5916396.500000 Penalty: 5255.024414
	Iteration 46Q: 3 clusters Score -5916396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5916404.500000 Penalty: 5255.024414
	Iteration 47Q: 3 clusters Score -5916404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5916401.000000 Penalty: 5255.024414
	Iteration 48Q: 3 clusters Score -5916401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5916402.500000 Penalty: 5255.024414
	Iteration 49Q: 3 clusters Score -5916402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5916400.000000 Penalty: 5255.024414
	Iteration 50Q: 3 clusters Score -5916400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5916399.500000 Penalty: 5255.024414
	Iteration 51Q: 3 clusters Score -5916400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5916401.000000 Penalty: 5255.024414
	Iteration 52Q: 3 clusters Score -5916401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5916398.000000 Penalty: 5255.024414
	Iteration 53Q: 3 clusters Score -5916398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5916405.500000 Penalty: 5255.024414
	Iteration 54Q: 3 clusters Score -5916406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5916404.500000 Penalty: 5255.024414
	Iteration 55Q: 3 clusters Score -5916404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5916404.500000 Penalty: 5255.024414
	Iteration 56F: 3 clusters Score -5916404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Entering Unmasked Estep 
Score: -1543043.125000 Penalty: 2306.036621
	Iteration 0F: 2 clusters Score -1543043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1534831.750000 Penalty: 4612.073242
	Iteration 0F: 3 clusters Score -1534832 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1537324.500000 Penalty: 4612.073242
	Iteration 1F: 3 clusters Score -1537324 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1537731.625000 Penalty: 4612.073242
	Iteration 2F: 3 clusters Score -1537732 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1538152.375000 Penalty: 4612.073242
	Iteration 3F: 3 clusters Score -1538152 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1538684.750000 Penalty: 4612.073242
	Iteration 4F: 3 clusters Score -1538685 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1539381.500000 Penalty: 4612.073242
	Iteration 5F: 3 clusters Score -1539382 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1540185.625000 Penalty: 4612.073242
	Iteration 6F: 3 clusters Score -1540186 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1540926.375000 Penalty: 4612.073242
	Iteration 7F: 3 clusters Score -1540926 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1541454.750000 Penalty: 4612.073242
	Iteration 8F: 3 clusters Score -1541455 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1541721.125000 Penalty: 4612.073242
	Iteration 9Q: 3 clusters Score -1541721 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1541855.125000 Penalty: 4612.073242
	Iteration 10Q: 3 clusters Score -1541855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1541939.125000 Penalty: 4612.073242
	Iteration 11Q: 3 clusters Score -1541939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1541983.500000 Penalty: 4612.073242
	Iteration 12Q: 3 clusters Score -1541984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1542020.000000 Penalty: 4612.073242
	Iteration 13Q: 3 clusters Score -1542020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1542053.250000 Penalty: 4612.073242
	Iteration 14Q: 3 clusters Score -1542053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1542074.375000 Penalty: 4612.073242
	Iteration 15Q: 3 clusters Score -1542074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1542097.125000 Penalty: 4612.073242
	Iteration 16Q: 3 clusters Score -1542097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1542111.625000 Penalty: 4612.073242
	Iteration 17Q: 3 clusters Score -1542112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1542119.625000 Penalty: 4612.073242
	Iteration 18Q: 3 clusters Score -1542120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1542135.500000 Penalty: 4612.073242
	Iteration 19Q: 3 clusters Score -1542136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1542146.500000 Penalty: 4612.073242
	Iteration 20F: 3 clusters Score -1542146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1542164.250000 Penalty: 4612.073242
	Iteration 21Q: 3 clusters Score -1542164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1542175.375000 Penalty: 4612.073242
	Iteration 22Q: 3 clusters Score -1542175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1542184.250000 Penalty: 4612.073242
	Iteration 23Q: 3 clusters Score -1542184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1542193.250000 Penalty: 4612.073242
	Iteration 24Q: 3 clusters Score -1542193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1542203.875000 Penalty: 4612.073242
	Iteration 25Q: 3 clusters Score -1542204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1542210.250000 Penalty: 4612.073242
	Iteration 26Q: 3 clusters Score -1542210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1542220.000000 Penalty: 4612.073242
	Iteration 27Q: 3 clusters Score -1542220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1542223.000000 Penalty: 4612.073242
	Iteration 28Q: 3 clusters Score -1542223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1542230.500000 Penalty: 4612.073242
	Iteration 29Q: 3 clusters Score -1542230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1542227.250000 Penalty: 4612.073242
	Iteration 30Q: 3 clusters Score -1542227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1542231.125000 Penalty: 4612.073242
	Iteration 31Q: 3 clusters Score -1542231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1542230.625000 Penalty: 4612.073242
	Iteration 32Q: 3 clusters Score -1542231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1542236.250000 Penalty: 4612.073242
	Iteration 33Q: 3 clusters Score -1542236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1542233.875000 Penalty: 4612.073242
	Iteration 34Q: 3 clusters Score -1542234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1542237.250000 Penalty: 4612.073242
	Iteration 35Q: 3 clusters Score -1542237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1542237.625000 Penalty: 4612.073242
	Iteration 36Q: 3 clusters Score -1542238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1542241.750000 Penalty: 4612.073242
	Iteration 37Q: 3 clusters Score -1542242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1542242.375000 Penalty: 4612.073242
	Iteration 38Q: 3 clusters Score -1542242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1542244.250000 Penalty: 4612.073242
	Iteration 39Q: 3 clusters Score -1542244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1542246.625000 Penalty: 4612.073242
	Iteration 40F: 3 clusters Score -1542247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1542246.000000 Penalty: 4612.073242
	Iteration 41Q: 3 clusters Score -1542246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1542245.375000 Penalty: 4612.073242
	Iteration 42Q: 3 clusters Score -1542245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1542245.000000 Penalty: 4612.073242
	Iteration 43Q: 3 clusters Score -1542245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1542246.000000 Penalty: 4612.073242
	Iteration 44Q: 3 clusters Score -1542246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1542247.250000 Penalty: 4612.073242
	Iteration 45Q: 3 clusters Score -1542247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1542248.500000 Penalty: 4612.073242
	Iteration 46Q: 3 clusters Score -1542248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1542248.000000 Penalty: 4612.073242
	Iteration 47Q: 3 clusters Score -1542248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1542248.000000 Penalty: 4612.073242
	Iteration 48F: 3 clusters Score -1542248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42491.269531 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42491.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42652.136719 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42652.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42734.390625 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -42734.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42760.023438 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42760.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42766.925781 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42766.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42766.925781 Penalty: 2879.346924
	Iteration 5F: 3 clusters Score -42766.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -2046967.000000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -2046967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2035787.000000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -2035787 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2039543.625000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -2039544 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2039990.250000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -2039990 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2040368.250000 Penalty: 4782.009766
	Iteration 3F: 3 clusters Score -2040368 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2040749.750000 Penalty: 4782.009766
	Iteration 4Q: 3 clusters Score -2040750 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2041052.625000 Penalty: 4782.009766
	Iteration 5Q: 3 clusters Score -2041053 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2041343.750000 Penalty: 4782.009766
	Iteration 6Q: 3 clusters Score -2041344 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2041591.375000 Penalty: 4782.009766
	Iteration 7Q: 3 clusters Score -2041591 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2041840.625000 Penalty: 4782.009766
	Iteration 8Q: 3 clusters Score -2041841 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2042085.000000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -2042085 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2042349.375000 Penalty: 4782.009766
	Iteration 10Q: 3 clusters Score -2042349 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2042646.125000 Penalty: 4782.009766
	Iteration 11Q: 3 clusters Score -2042646 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2042934.375000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -2042934 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2043223.875000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -2043224 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2043504.625000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -2043505 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2043776.625000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -2043777 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2044021.000000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -2044021 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2044205.375000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -2044205 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2044357.625000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -2044358 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2044491.125000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -2044491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2044592.500000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -2044592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2044673.750000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -2044674 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2044752.750000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -2044753 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2044811.250000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -2044811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2044867.875000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -2044868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2044922.375000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -2044922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2044972.750000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -2044973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2045047.375000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -2045047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2045118.125000 Penalty: 4782.009766
	Iteration 28Q: 3 clusters Score -2045118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2045179.750000 Penalty: 4782.009766
	Iteration 29Q: 3 clusters Score -2045180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2045217.750000 Penalty: 4782.009766
	Iteration 30Q: 3 clusters Score -2045218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2045248.250000 Penalty: 4782.009766
	Iteration 31Q: 3 clusters Score -2045248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2045264.750000 Penalty: 4782.009766
	Iteration 32Q: 3 clusters Score -2045265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2045284.875000 Penalty: 4782.009766
	Iteration 33Q: 3 clusters Score -2045285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2045301.250000 Penalty: 4782.009766
	Iteration 34Q: 3 clusters Score -2045301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2045314.125000 Penalty: 4782.009766
	Iteration 35Q: 3 clusters Score -2045314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2045325.875000 Penalty: 4782.009766
	Iteration 36Q: 3 clusters Score -2045326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2045335.500000 Penalty: 4782.009766
	Iteration 37Q: 3 clusters Score -2045336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2045344.500000 Penalty: 4782.009766
	Iteration 38Q: 3 clusters Score -2045344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2045355.500000 Penalty: 4782.009766
	Iteration 39Q: 3 clusters Score -2045356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2045363.500000 Penalty: 4782.009766
	Iteration 40F: 3 clusters Score -2045364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2045369.625000 Penalty: 4782.009766
	Iteration 41Q: 3 clusters Score -2045370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2045372.250000 Penalty: 4782.009766
	Iteration 42Q: 3 clusters Score -2045372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2045371.125000 Penalty: 4782.009766
	Iteration 43Q: 3 clusters Score -2045371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2045372.250000 Penalty: 4782.009766
	Iteration 44Q: 3 clusters Score -2045372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2045372.500000 Penalty: 4782.009766
	Iteration 45Q: 3 clusters Score -2045372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2045378.250000 Penalty: 4782.009766
	Iteration 46Q: 3 clusters Score -2045378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2045382.000000 Penalty: 4782.009766
	Iteration 47Q: 3 clusters Score -2045382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2045384.250000 Penalty: 4782.009766
	Iteration 48Q: 3 clusters Score -2045384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2045387.250000 Penalty: 4782.009766
	Iteration 49Q: 3 clusters Score -2045387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2045388.125000 Penalty: 4782.009766
	Iteration 50Q: 3 clusters Score -2045388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2045390.000000 Penalty: 4782.009766
	Iteration 51Q: 3 clusters Score -2045390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2045390.875000 Penalty: 4782.009766
	Iteration 52Q: 3 clusters Score -2045391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2045392.125000 Penalty: 4782.009766
	Iteration 53Q: 3 clusters Score -2045392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2045391.750000 Penalty: 4782.009766
	Iteration 54Q: 3 clusters Score -2045392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2045395.875000 Penalty: 4782.009766
	Iteration 55Q: 3 clusters Score -2045396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2045398.375000 Penalty: 4782.009766
	Iteration 56Q: 3 clusters Score -2045398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2045398.500000 Penalty: 4782.009766
	Iteration 57Q: 3 clusters Score -2045398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2045401.125000 Penalty: 4782.009766
	Iteration 58Q: 3 clusters Score -2045401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2045401.375000 Penalty: 4782.009766
	Iteration 59Q: 3 clusters Score -2045401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2045401.625000 Penalty: 4782.009766
	Iteration 60F: 3 clusters Score -2045402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2045401.125000 Penalty: 4782.009766
	Iteration 61Q: 3 clusters Score -2045401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2045405.375000 Penalty: 4782.009766
	Iteration 62Q: 3 clusters Score -2045405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2045405.375000 Penalty: 4782.009766
	Iteration 63Q: 3 clusters Score -2045405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2045403.750000 Penalty: 4782.009766
	Iteration 64Q: 3 clusters Score -2045404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2045406.000000 Penalty: 4782.009766
	Iteration 65Q: 3 clusters Score -2045406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2045407.250000 Penalty: 4782.009766
	Iteration 66Q: 3 clusters Score -2045407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2045407.250000 Penalty: 4782.009766
	Iteration 67F: 3 clusters Score -2045407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21000.720703 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -21000.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21117.951172 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21117.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21125.982422 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21125.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21125.982422 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -21125.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Entering Unmasked Estep 
Score: -3618006.000000 Penalty: 2516.354492
	Iteration 0F: 2 clusters Score -3618006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3600445.500000 Penalty: 5032.708984
	Iteration 0F: 3 clusters Score -3600446 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3606644.750000 Penalty: 5032.708984
	Iteration 1F: 3 clusters Score -3606645 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3607202.250000 Penalty: 5032.708984
	Iteration 2F: 3 clusters Score -3607202 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3607925.500000 Penalty: 5032.708984
	Iteration 3F: 3 clusters Score -3607926 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3608771.000000 Penalty: 5032.708984
	Iteration 4F: 3 clusters Score -3608771 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3609679.250000 Penalty: 5032.708984
	Iteration 5F: 3 clusters Score -3609679 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3610528.750000 Penalty: 5032.708984
	Iteration 6F: 3 clusters Score -3610529 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3611383.000000 Penalty: 5032.708984
	Iteration 7F: 3 clusters Score -3611383 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3612134.000000 Penalty: 5032.708984
	Iteration 8F: 3 clusters Score -3612134 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3612886.250000 Penalty: 5032.708984
	Iteration 9Q: 3 clusters Score -3612886 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3613699.500000 Penalty: 5032.708984
	Iteration 10Q: 3 clusters Score -3613700 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3614483.000000 Penalty: 5032.708984
	Iteration 11Q: 3 clusters Score -3614483 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3615182.500000 Penalty: 5032.708984
	Iteration 12Q: 3 clusters Score -3615182 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3615606.750000 Penalty: 5032.708984
	Iteration 13Q: 3 clusters Score -3615607 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3615835.500000 Penalty: 5032.708984
	Iteration 14Q: 3 clusters Score -3615836 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3616018.250000 Penalty: 5032.708984
	Iteration 15Q: 3 clusters Score -3616018 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3616171.250000 Penalty: 5032.708984
	Iteration 16Q: 3 clusters Score -3616171 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3616284.000000 Penalty: 5032.708984
	Iteration 17Q: 3 clusters Score -3616284 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3616416.250000 Penalty: 5032.708984
	Iteration 18Q: 3 clusters Score -3616416 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3616491.000000 Penalty: 5032.708984
	Iteration 19Q: 3 clusters Score -3616491 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3616583.750000 Penalty: 5032.708984
	Iteration 20F: 3 clusters Score -3616584 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3616639.000000 Penalty: 5032.708984
	Iteration 21Q: 3 clusters Score -3616639 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3616717.750000 Penalty: 5032.708984
	Iteration 22Q: 3 clusters Score -3616718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3616777.250000 Penalty: 5032.708984
	Iteration 23Q: 3 clusters Score -3616777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3616824.750000 Penalty: 5032.708984
	Iteration 24Q: 3 clusters Score -3616825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3616853.750000 Penalty: 5032.708984
	Iteration 25Q: 3 clusters Score -3616854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3616882.250000 Penalty: 5032.708984
	Iteration 26Q: 3 clusters Score -3616882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3616929.000000 Penalty: 5032.708984
	Iteration 27Q: 3 clusters Score -3616929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3616951.500000 Penalty: 5032.708984
	Iteration 28Q: 3 clusters Score -3616952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3616979.750000 Penalty: 5032.708984
	Iteration 29Q: 3 clusters Score -3616980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3616998.250000 Penalty: 5032.708984
	Iteration 30Q: 3 clusters Score -3616998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3617010.250000 Penalty: 5032.708984
	Iteration 31Q: 3 clusters Score -3617010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3617020.000000 Penalty: 5032.708984
	Iteration 32Q: 3 clusters Score -3617020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3617025.750000 Penalty: 5032.708984
	Iteration 33Q: 3 clusters Score -3617026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3617029.750000 Penalty: 5032.708984
	Iteration 34Q: 3 clusters Score -3617030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3617037.000000 Penalty: 5032.708984
	Iteration 35Q: 3 clusters Score -3617037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3617039.000000 Penalty: 5032.708984
	Iteration 36Q: 3 clusters Score -3617039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3617050.250000 Penalty: 5032.708984
	Iteration 37Q: 3 clusters Score -3617050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3617057.750000 Penalty: 5032.708984
	Iteration 38Q: 3 clusters Score -3617058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3617058.250000 Penalty: 5032.708984
	Iteration 39Q: 3 clusters Score -3617058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3617055.250000 Penalty: 5032.708984
	Iteration 40F: 3 clusters Score -3617055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3617058.750000 Penalty: 5032.708984
	Iteration 41Q: 3 clusters Score -3617059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3617064.000000 Penalty: 5032.708984
	Iteration 42Q: 3 clusters Score -3617064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3617065.750000 Penalty: 5032.708984
	Iteration 43Q: 3 clusters Score -3617066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3617071.000000 Penalty: 5032.708984
	Iteration 44Q: 3 clusters Score -3617071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3617070.750000 Penalty: 5032.708984
	Iteration 45Q: 3 clusters Score -3617071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3617072.500000 Penalty: 5032.708984
	Iteration 46Q: 3 clusters Score -3617072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3617078.000000 Penalty: 5032.708984
	Iteration 47Q: 3 clusters Score -3617078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3617073.250000 Penalty: 5032.708984
	Iteration 48Q: 3 clusters Score -3617073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3617083.750000 Penalty: 5032.708984
	Iteration 49Q: 3 clusters Score -3617084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3617078.750000 Penalty: 5032.708984
	Iteration 50Q: 3 clusters Score -3617079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3617079.750000 Penalty: 5032.708984
	Iteration 51Q: 3 clusters Score -3617080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3617083.250000 Penalty: 5032.708984
	Iteration 52Q: 3 clusters Score -3617083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3617086.000000 Penalty: 5032.708984
	Iteration 53Q: 3 clusters Score -3617086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3617086.000000 Penalty: 5032.708984
	Iteration 54Q: 3 clusters Score -3617086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3617082.000000 Penalty: 5032.708984
	Iteration 55Q: 3 clusters Score -3617082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3617082.500000 Penalty: 5032.708984
	Iteration 56Q: 3 clusters Score -3617082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3617076.250000 Penalty: 5032.708984
	Iteration 57Q: 3 clusters Score -3617076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3617085.500000 Penalty: 5032.708984
	Iteration 58Q: 3 clusters Score -3617086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3617085.750000 Penalty: 5032.708984
	Iteration 59Q: 3 clusters Score -3617086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3617081.000000 Penalty: 5032.708984
	Iteration 60F: 3 clusters Score -3617081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Entering Unmasked Estep 
Score: -7819094.000000 Penalty: 2697.933594
	Iteration 0F: 2 clusters Score -7819094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7783601.000000 Penalty: 5395.867188
	Iteration 0F: 3 clusters Score -7783601 nChanged 24474
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Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7797140 nChanged 2106
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Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7797682 nChanged 2071
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Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7798342 nChanged 2090
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Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7799184 nChanged 2198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7800282 nChanged 2498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7801793 nChanged 2689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7803575 nChanged 2763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7805521 nChanged 2704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7807516 nChanged 2495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7809190 nChanged 2132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7810443 nChanged 1718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7811300 nChanged 1387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7811922 nChanged 1166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7812483 nChanged 1014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7812874 nChanged 954
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7813306 nChanged 922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7813752 nChanged 885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7814174 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7814605 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7814990.500000 Penalty: 5395.867188
	Iteration 20F: 3 clusters Score -7814990 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7815298 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7815596 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7815862 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7816035 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7816208 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7816319 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7816408 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7816486 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7816573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7816632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7816669.000000 Penalty: 5395.867188
	Iteration 31Q: 3 clusters Score -7816669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7816709.500000 Penalty: 5395.867188
	Iteration 32Q: 3 clusters Score -7816710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7816752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7816762.500000 Penalty: 5395.867188
	Iteration 34Q: 3 clusters Score -7816762 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7816782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7816797.000000 Penalty: 5395.867188
	Iteration 36Q: 3 clusters Score -7816797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7816810.500000 Penalty: 5395.867188
	Iteration 37Q: 3 clusters Score -7816810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7816810.000000 Penalty: 5395.867188
	Iteration 38Q: 3 clusters Score -7816810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7816827.500000 Penalty: 5395.867188
	Iteration 39Q: 3 clusters Score -7816828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7816825.500000 Penalty: 5395.867188
	Iteration 40F: 3 clusters Score -7816826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7816829.500000 Penalty: 5395.867188
	Iteration 41Q: 3 clusters Score -7816830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7816839.500000 Penalty: 5395.867188
	Iteration 42Q: 3 clusters Score -7816840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7816836.000000 Penalty: 5395.867188
	Iteration 43Q: 3 clusters Score -7816836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7816858.000000 Penalty: 5395.867188
	Iteration 44Q: 3 clusters Score -7816858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7816856.000000 Penalty: 5395.867188
	Iteration 45Q: 3 clusters Score -7816856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7816855.500000 Penalty: 5395.867188
	Iteration 46Q: 3 clusters Score -7816856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7816863.500000 Penalty: 5395.867188
	Iteration 47Q: 3 clusters Score -7816864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7816863.500000 Penalty: 5395.867188
	Iteration 48Q: 3 clusters Score -7816864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7816871.500000 Penalty: 5395.867188
	Iteration 49Q: 3 clusters Score -7816872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7816877.500000 Penalty: 5395.867188
	Iteration 50Q: 3 clusters Score -7816878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7816864.000000 Penalty: 5395.867188
	Iteration 51Q: 3 clusters Score -7816864 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7816870.000000 Penalty: 5395.867188
	Iteration 52Q: 3 clusters Score -7816870 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7816875.000000 Penalty: 5395.867188
	Iteration 53Q: 3 clusters Score -7816875 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7816885.000000 Penalty: 5395.867188
	Iteration 54Q: 3 clusters Score -7816885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7816887.500000 Penalty: 5395.867188
	Iteration 55Q: 3 clusters Score -7816888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7816900.500000 Penalty: 5395.867188
	Iteration 56Q: 3 clusters Score -7816900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7816906.500000 Penalty: 5395.867188
	Iteration 57Q: 3 clusters Score -7816906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7816912.500000 Penalty: 5395.867188
	Iteration 58Q: 3 clusters Score -7816912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7816919.500000 Penalty: 5395.867188
	Iteration 59Q: 3 clusters Score -7816920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7816921.000000 Penalty: 5395.867188
	Iteration 60F: 3 clusters Score -7816921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7816922.500000 Penalty: 5395.867188
	Iteration 61Q: 3 clusters Score -7816922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7816927.000000 Penalty: 5395.867188
	Iteration 62Q: 3 clusters Score -7816927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7816924.000000 Penalty: 5395.867188
	Iteration 63Q: 3 clusters Score -7816924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7816933.000000 Penalty: 5395.867188
	Iteration 64Q: 3 clusters Score -7816933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7816926.500000 Penalty: 5395.867188
	Iteration 65Q: 3 clusters Score -7816926 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7816928.500000 Penalty: 5395.867188
	Iteration 66Q: 3 clusters Score -7816928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7816935.500000 Penalty: 5395.867188
	Iteration 67Q: 3 clusters Score -7816936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7816936.500000 Penalty: 5395.867188
	Iteration 68Q: 3 clusters Score -7816936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7816937.500000 Penalty: 5395.867188
	Iteration 69Q: 3 clusters Score -7816938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7816942.000000 Penalty: 5395.867188
	Iteration 70Q: 3 clusters Score -7816942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7816939.000000 Penalty: 5395.867188
	Iteration 71Q: 3 clusters Score -7816939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7816946.000000 Penalty: 5395.867188
	Iteration 72Q: 3 clusters Score -7816946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7816945.000000 Penalty: 5395.867188
	Iteration 73Q: 3 clusters Score -7816945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7816950.500000 Penalty: 5395.867188
	Iteration 74Q: 3 clusters Score -7816950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7816949.000000 Penalty: 5395.867188
	Iteration 75Q: 3 clusters Score -7816949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7816947.000000 Penalty: 5395.867188
	Iteration 76Q: 3 clusters Score -7816947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7816946.500000 Penalty: 5395.867188
	Iteration 77Q: 3 clusters Score -7816946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7816943.500000 Penalty: 5395.867188
	Iteration 78Q: 3 clusters Score -7816944 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7816943.500000 Penalty: 5395.867188
	Iteration 79F: 3 clusters Score -7816944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -1639914.625000 Penalty: 2312.336182
	Iteration 0F: 2 clusters Score -1639915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1631434.125000 Penalty: 4624.672363
	Iteration 0F: 3 clusters Score -1631434 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1633989.875000 Penalty: 4624.672363
	Iteration 1F: 3 clusters Score -1633990 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1634255 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1634471.500000 Penalty: 4624.672363
	Iteration 3Q: 3 clusters Score -1634472 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1634645.000000 Penalty: 4624.672363
	Iteration 4Q: 3 clusters Score -1634645 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1634792.625000 Penalty: 4624.672363
	Iteration 5Q: 3 clusters Score -1634793 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1634922.500000 Penalty: 4624.672363
	Iteration 6Q: 3 clusters Score -1634922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1635071.125000 Penalty: 4624.672363
	Iteration 7Q: 3 clusters Score -1635071 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1635238.375000 Penalty: 4624.672363
	Iteration 8Q: 3 clusters Score -1635238 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1635427.500000 Penalty: 4624.672363
	Iteration 9Q: 3 clusters Score -1635428 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1635657.375000 Penalty: 4624.672363
	Iteration 10Q: 3 clusters Score -1635657 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1635951.625000 Penalty: 4624.672363
	Iteration 11Q: 3 clusters Score -1635952 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1636315.375000 Penalty: 4624.672363
	Iteration 12Q: 3 clusters Score -1636315 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1636701.375000 Penalty: 4624.672363
	Iteration 13Q: 3 clusters Score -1636701 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1637081.875000 Penalty: 4624.672363
	Iteration 14Q: 3 clusters Score -1637082 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1637395.250000 Penalty: 4624.672363
	Iteration 15Q: 3 clusters Score -1637395 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1637579.875000 Penalty: 4624.672363
	Iteration 16Q: 3 clusters Score -1637580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1637690.875000 Penalty: 4624.672363
	Iteration 17Q: 3 clusters Score -1637691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1637764.250000 Penalty: 4624.672363
	Iteration 18Q: 3 clusters Score -1637764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1637793.250000 Penalty: 4624.672363
	Iteration 19Q: 3 clusters Score -1637793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1637816.000000 Penalty: 4624.672363
	Iteration 20F: 3 clusters Score -1637816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1637831.625000 Penalty: 4624.672363
	Iteration 21Q: 3 clusters Score -1637832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1637839.625000 Penalty: 4624.672363
	Iteration 22Q: 3 clusters Score -1637840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1637851.125000 Penalty: 4624.672363
	Iteration 23Q: 3 clusters Score -1637851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1637861.750000 Penalty: 4624.672363
	Iteration 24Q: 3 clusters Score -1637862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1637861.750000 Penalty: 4624.672363
	Iteration 25Q: 3 clusters Score -1637862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1637861.750000 Penalty: 4624.672363
	Iteration 26F: 3 clusters Score -1637862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -316922.687500 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -316922.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -314088.812500 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -314088.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314687.062500 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -314687.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314808.156250 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -314808.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -314874.562500 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -314874.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -314934.750000 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -314934.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -314991.718750 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -314991.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315040.781250 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -315040.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -315103.187500 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -315103.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -315180.156250 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -315180.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -315269.812500 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -315269.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -315368.218750 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -315368.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -315485.781250 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -315485.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315648.187500 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -315648.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -315806.562500 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -315806.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -315942.468750 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -315942.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -316086.343750 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -316086.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -316224.875000 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -316224.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -316318.906250 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -316318.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -316371.906250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -316371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -316409.281250 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -316409.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -316441.437500 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -316441.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -316471.531250 Penalty: 3855.494141
	Iteration 21Q: 3 clusters Score -316471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -316516.843750 Penalty: 3855.494141
	Iteration 22Q: 3 clusters Score -316516.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -316548.187500 Penalty: 3855.494141
	Iteration 23Q: 3 clusters Score -316548.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -316574.500000 Penalty: 3855.494141
	Iteration 24Q: 3 clusters Score -316574.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -316609.843750 Penalty: 3855.494141
	Iteration 25Q: 3 clusters Score -316609.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -316630.031250 Penalty: 3855.494141
	Iteration 26Q: 3 clusters Score -316630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -316645.437500 Penalty: 3855.494141
	Iteration 27Q: 3 clusters Score -316645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -316655.281250 Penalty: 3855.494141
	Iteration 28Q: 3 clusters Score -316655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -316662.781250 Penalty: 3855.494141
	Iteration 29Q: 3 clusters Score -316662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -316664.437500 Penalty: 3855.494141
	Iteration 30Q: 3 clusters Score -316664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -316665.937500 Penalty: 3855.494141
	Iteration 31Q: 3 clusters Score -316665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -316666.750000 Penalty: 3855.494141
	Iteration 32Q: 3 clusters Score -316666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -316667.687500 Penalty: 3855.494141
	Iteration 33Q: 3 clusters Score -316667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -316668.937500 Penalty: 3855.494141
	Iteration 34Q: 3 clusters Score -316668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316669.593750 Penalty: 3855.494141
	Iteration 35Q: 3 clusters Score -316669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -316669.531250 Penalty: 3855.494141
	Iteration 36Q: 3 clusters Score -316669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -316670.875000 Penalty: 3855.494141
	Iteration 37Q: 3 clusters Score -316670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -316671.812500 Penalty: 3855.494141
	Iteration 38Q: 3 clusters Score -316671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -316672.531250 Penalty: 3855.494141
	Iteration 39Q: 3 clusters Score -316672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -316672.531250 Penalty: 3855.494141
	Iteration 40F: 3 clusters Score -316672.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (163223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Entering Unmasked Estep 
Score: -23916746.000000 Penalty: 2976.712402
	Iteration 0F: 2 clusters Score -2.391675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -23812644.000000 Penalty: 5953.424805
	Iteration 0F: 3 clusters Score -2.381264e+07 nChanged 78046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -23857268.000000 Penalty: 5953.424805
	Iteration 1F: 3 clusters Score -2.385727e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -23858104.000000 Penalty: 5953.424805
	Iteration 2Q: 3 clusters Score -2.38581e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -23859584.000000 Penalty: 5953.424805
	Iteration 3Q: 3 clusters Score -2.385958e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -23861044.000000 Penalty: 5953.424805
	Iteration 4Q: 3 clusters Score -2.386104e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -23863522.000000 Penalty: 5953.424805
	Iteration 5Q: 3 clusters Score -2.386352e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -23867276.000000 Penalty: 5953.424805
	Iteration 6Q: 3 clusters Score -2.386728e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -23872254.000000 Penalty: 5953.424805
	Iteration 7Q: 3 clusters Score -2.387225e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -23878074.000000 Penalty: 5953.424805
	Iteration 8F: 3 clusters Score -2.387807e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -23884512.000000 Penalty: 5953.424805
	Iteration 9F: 3 clusters Score -2.388451e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -23890370.000000 Penalty: 5953.424805
	Iteration 10F: 3 clusters Score -2.389037e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -23895194.000000 Penalty: 5953.424805
	Iteration 11F: 3 clusters Score -2.389519e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -23898050.000000 Penalty: 5953.424805
	Iteration 12Q: 3 clusters Score -2.389805e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -23899598.000000 Penalty: 5953.424805
	Iteration 13Q: 3 clusters Score -2.38996e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -23900358.000000 Penalty: 5953.424805
	Iteration 14Q: 3 clusters Score -2.390036e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120923 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -23900814.000000 Penalty: 5953.424805
	Iteration 15Q: 3 clusters Score -2.390081e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -23900952.000000 Penalty: 5953.424805
	Iteration 16Q: 3 clusters Score -2.390095e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -23901288.000000 Penalty: 5953.424805
	Iteration 17Q: 3 clusters Score -2.390129e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -23901662.000000 Penalty: 5953.424805
	Iteration 18Q: 3 clusters Score -2.390166e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123742 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -23901802.000000 Penalty: 5953.424805
	Iteration 19Q: 3 clusters Score -2.39018e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -23901986.000000 Penalty: 5953.424805
	Iteration 20F: 3 clusters Score -2.390199e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -23902196.000000 Penalty: 5953.424805
	Iteration 21Q: 3 clusters Score -2.39022e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -23902248.000000 Penalty: 5953.424805
	Iteration 22Q: 3 clusters Score -2.390225e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -23902556.000000 Penalty: 5953.424805
	Iteration 23Q: 3 clusters Score -2.390256e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -23902720.000000 Penalty: 5953.424805
	Iteration 24Q: 3 clusters Score -2.390272e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -23902872.000000 Penalty: 5953.424805
	Iteration 25Q: 3 clusters Score -2.390287e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -23903060.000000 Penalty: 5953.424805
	Iteration 26Q: 3 clusters Score -2.390306e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -23903204.000000 Penalty: 5953.424805
	Iteration 27Q: 3 clusters Score -2.39032e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -23903334.000000 Penalty: 5953.424805
	Iteration 28Q: 3 clusters Score -2.390333e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -23903584.000000 Penalty: 5953.424805
	Iteration 29Q: 3 clusters Score -2.390358e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129993 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -23903724.000000 Penalty: 5953.424805
	Iteration 30Q: 3 clusters Score -2.390372e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130593 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -23903846.000000 Penalty: 5953.424805
	Iteration 31Q: 3 clusters Score -2.390385e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -23903930.000000 Penalty: 5953.424805
	Iteration 32Q: 3 clusters Score -2.390393e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -23903984.000000 Penalty: 5953.424805
	Iteration 33Q: 3 clusters Score -2.390398e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132284 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -23904138.000000 Penalty: 5953.424805
	Iteration 34Q: 3 clusters Score -2.390414e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -23904254.000000 Penalty: 5953.424805
	Iteration 35Q: 3 clusters Score -2.390425e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -23904292.000000 Penalty: 5953.424805
	Iteration 36Q: 3 clusters Score -2.390429e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133871 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -23904430.000000 Penalty: 5953.424805
	Iteration 37Q: 3 clusters Score -2.390443e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -23904516.000000 Penalty: 5953.424805
	Iteration 38Q: 3 clusters Score -2.390452e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -23904598.000000 Penalty: 5953.424805
	Iteration 39Q: 3 clusters Score -2.39046e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135492 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -23904714.000000 Penalty: 5953.424805
	Iteration 40F: 3 clusters Score -2.390471e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -23904770.000000 Penalty: 5953.424805
	Iteration 41Q: 3 clusters Score -2.390477e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -23904850.000000 Penalty: 5953.424805
	Iteration 42Q: 3 clusters Score -2.390485e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -23904938.000000 Penalty: 5953.424805
	Iteration 43Q: 3 clusters Score -2.390494e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137611 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -23905040.000000 Penalty: 5953.424805
	Iteration 44Q: 3 clusters Score -2.390504e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -23905260.000000 Penalty: 5953.424805
	Iteration 45Q: 3 clusters Score -2.390526e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -23905376.000000 Penalty: 5953.424805
	Iteration 46Q: 3 clusters Score -2.390538e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -23905460.000000 Penalty: 5953.424805
	Iteration 47Q: 3 clusters Score -2.390546e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -23905598.000000 Penalty: 5953.424805
	Iteration 48Q: 3 clusters Score -2.39056e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -23905780.000000 Penalty: 5953.424805
	Iteration 49Q: 3 clusters Score -2.390578e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -23906028.000000 Penalty: 5953.424805
	Iteration 50Q: 3 clusters Score -2.390603e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -23906146.000000 Penalty: 5953.424805
	Iteration 51Q: 3 clusters Score -2.390615e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -23906266.000000 Penalty: 5953.424805
	Iteration 52Q: 3 clusters Score -2.390627e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -23906412.000000 Penalty: 5953.424805
	Iteration 53Q: 3 clusters Score -2.390641e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -23906568.000000 Penalty: 5953.424805
	Iteration 54Q: 3 clusters Score -2.390657e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144190 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -23906754.000000 Penalty: 5953.424805
	Iteration 55Q: 3 clusters Score -2.390675e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -23906850.000000 Penalty: 5953.424805
	Iteration 56Q: 3 clusters Score -2.390685e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -23907044.000000 Penalty: 5953.424805
	Iteration 57Q: 3 clusters Score -2.390704e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -23907234.000000 Penalty: 5953.424805
	Iteration 58Q: 3 clusters Score -2.390723e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -23907410.000000 Penalty: 5953.424805
	Iteration 59Q: 3 clusters Score -2.390741e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -23907642.000000 Penalty: 5953.424805
	Iteration 60F: 3 clusters Score -2.390764e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -23907878.000000 Penalty: 5953.424805
	Iteration 61Q: 3 clusters Score -2.390788e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -23908104.000000 Penalty: 5953.424805
	Iteration 62Q: 3 clusters Score -2.39081e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -23908272.000000 Penalty: 5953.424805
	Iteration 63Q: 3 clusters Score -2.390827e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150506 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -23908524.000000 Penalty: 5953.424805
	Iteration 64Q: 3 clusters Score -2.390852e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -23908832.000000 Penalty: 5953.424805
	Iteration 65Q: 3 clusters Score -2.390883e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -23909114.000000 Penalty: 5953.424805
	Iteration 66Q: 3 clusters Score -2.390911e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -23909440.000000 Penalty: 5953.424805
	Iteration 67Q: 3 clusters Score -2.390944e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -23909730.000000 Penalty: 5953.424805
	Iteration 68Q: 3 clusters Score -2.390973e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -23910052.000000 Penalty: 5953.424805
	Iteration 69Q: 3 clusters Score -2.391005e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -23910296.000000 Penalty: 5953.424805
	Iteration 70Q: 3 clusters Score -2.39103e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -23910596.000000 Penalty: 5953.424805
	Iteration 71Q: 3 clusters Score -2.39106e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -23910888.000000 Penalty: 5953.424805
	Iteration 72Q: 3 clusters Score -2.391089e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -23911214.000000 Penalty: 5953.424805
	Iteration 73Q: 3 clusters Score -2.391121e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157005 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -23911508.000000 Penalty: 5953.424805
	Iteration 74Q: 3 clusters Score -2.391151e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -23911788.000000 Penalty: 5953.424805
	Iteration 75Q: 3 clusters Score -2.391179e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -23911988.000000 Penalty: 5953.424805
	Iteration 76Q: 3 clusters Score -2.391199e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -23912146.000000 Penalty: 5953.424805
	Iteration 77Q: 3 clusters Score -2.391215e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -23912342.000000 Penalty: 5953.424805
	Iteration 78Q: 3 clusters Score -2.391234e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -23912494.000000 Penalty: 5953.424805
	Iteration 79Q: 3 clusters Score -2.391249e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -23912678.000000 Penalty: 5953.424805
	Iteration 80F: 3 clusters Score -2.391268e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -23912794.000000 Penalty: 5953.424805
	Iteration 81Q: 3 clusters Score -2.391279e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23912952.000000 Penalty: 5953.424805
	Iteration 82Q: 3 clusters Score -2.391295e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23913048.000000 Penalty: 5953.424805
	Iteration 83Q: 3 clusters Score -2.391305e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -23913192.000000 Penalty: 5953.424805
	Iteration 84Q: 3 clusters Score -2.391319e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23913298.000000 Penalty: 5953.424805
	Iteration 85Q: 3 clusters Score -2.39133e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23913336.000000 Penalty: 5953.424805
	Iteration 86Q: 3 clusters Score -2.391334e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -23913412.000000 Penalty: 5953.424805
	Iteration 87Q: 3 clusters Score -2.391341e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160870 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23913462.000000 Penalty: 5953.424805
	Iteration 88Q: 3 clusters Score -2.391346e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -23913540.000000 Penalty: 5953.424805
	Iteration 89Q: 3 clusters Score -2.391354e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161036 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23913576.000000 Penalty: 5953.424805
	Iteration 90Q: 3 clusters Score -2.391358e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -23913610.000000 Penalty: 5953.424805
	Iteration 91Q: 3 clusters Score -2.391361e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -23913650.000000 Penalty: 5953.424805
	Iteration 92Q: 3 clusters Score -2.391365e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -23913692.000000 Penalty: 5953.424805
	Iteration 93Q: 3 clusters Score -2.391369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161276 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23913722.000000 Penalty: 5953.424805
	Iteration 94Q: 3 clusters Score -2.391372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161312 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -23913732.000000 Penalty: 5953.424805
	Iteration 95Q: 3 clusters Score -2.391373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161341 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -23913744.000000 Penalty: 5953.424805
	Iteration 96Q: 3 clusters Score -2.391374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -23913734.000000 Penalty: 5953.424805
	Iteration 97Q: 3 clusters Score -2.391373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23913790.000000 Penalty: 5953.424805
	Iteration 98Q: 3 clusters Score -2.391379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23913798.000000 Penalty: 5953.424805
	Iteration 99Q: 3 clusters Score -2.39138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23913822.000000 Penalty: 5953.424805
	Iteration 100F: 3 clusters Score -2.391382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -23913818.000000 Penalty: 5953.424805
	Iteration 101Q: 3 clusters Score -2.391382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23913842.000000 Penalty: 5953.424805
	Iteration 102Q: 3 clusters Score -2.391384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23913854.000000 Penalty: 5953.424805
	Iteration 103Q: 3 clusters Score -2.391385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -23913864.000000 Penalty: 5953.424805
	Iteration 104Q: 3 clusters Score -2.391386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23913864.000000 Penalty: 5953.424805
	Iteration 105Q: 3 clusters Score -2.391386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23913860.000000 Penalty: 5953.424805
	Iteration 106Q: 3 clusters Score -2.391386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23913904.000000 Penalty: 5953.424805
	Iteration 107Q: 3 clusters Score -2.39139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23913878.000000 Penalty: 5953.424805
	Iteration 108Q: 3 clusters Score -2.391388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23913896.000000 Penalty: 5953.424805
	Iteration 109Q: 3 clusters Score -2.39139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23913914.000000 Penalty: 5953.424805
	Iteration 110Q: 3 clusters Score -2.391391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161524 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23913918.000000 Penalty: 5953.424805
	Iteration 111Q: 3 clusters Score -2.391392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23913924.000000 Penalty: 5953.424805
	Iteration 112Q: 3 clusters Score -2.391392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -23913900.000000 Penalty: 5953.424805
	Iteration 113Q: 3 clusters Score -2.39139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23913928.000000 Penalty: 5953.424805
	Iteration 114Q: 3 clusters Score -2.391393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -23913932.000000 Penalty: 5953.424805
	Iteration 115Q: 3 clusters Score -2.391393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161581 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23913936.000000 Penalty: 5953.424805
	Iteration 116Q: 3 clusters Score -2.391394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -23913930.000000 Penalty: 5953.424805
	Iteration 117Q: 3 clusters Score -2.391393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -23913940.000000 Penalty: 5953.424805
	Iteration 118Q: 3 clusters Score -2.391394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -23913956.000000 Penalty: 5953.424805
	Iteration 119Q: 3 clusters Score -2.391396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23913948.000000 Penalty: 5953.424805
	Iteration 120F: 3 clusters Score -2.391395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -23913970.000000 Penalty: 5953.424805
	Iteration 121Q: 3 clusters Score -2.391397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23913972.000000 Penalty: 5953.424805
	Iteration 122Q: 3 clusters Score -2.391397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23913962.000000 Penalty: 5953.424805
	Iteration 123Q: 3 clusters Score -2.391396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161642 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23913972.000000 Penalty: 5953.424805
	Iteration 124Q: 3 clusters Score -2.391397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23913982.000000 Penalty: 5953.424805
	Iteration 125Q: 3 clusters Score -2.391398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161648 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23913992.000000 Penalty: 5953.424805
	Iteration 126Q: 3 clusters Score -2.391399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23913990.000000 Penalty: 5953.424805
	Iteration 127Q: 3 clusters Score -2.391399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23913994.000000 Penalty: 5953.424805
	Iteration 128Q: 3 clusters Score -2.391399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23913994.000000 Penalty: 5953.424805
	Iteration 129Q: 3 clusters Score -2.391399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -23913998.000000 Penalty: 5953.424805
	Iteration 130Q: 3 clusters Score -2.3914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -23914010.000000 Penalty: 5953.424805
	Iteration 131Q: 3 clusters Score -2.391401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23914018.000000 Penalty: 5953.424805
	Iteration 132Q: 3 clusters Score -2.391402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161679 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23914014.000000 Penalty: 5953.424805
	Iteration 133Q: 3 clusters Score -2.391401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161682 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23914006.000000 Penalty: 5953.424805
	Iteration 134Q: 3 clusters Score -2.391401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -23914008.000000 Penalty: 5953.424805
	Iteration 135Q: 3 clusters Score -2.391401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -23914012.000000 Penalty: 5953.424805
	Iteration 136Q: 3 clusters Score -2.391401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161692 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -23914020.000000 Penalty: 5953.424805
	Iteration 137Q: 3 clusters Score -2.391402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161695 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23914020.000000 Penalty: 5953.424805
	Iteration 138Q: 3 clusters Score -2.391402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161696 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23914032.000000 Penalty: 5953.424805
	Iteration 139Q: 3 clusters Score -2.391403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -23914010.000000 Penalty: 5953.424805
	Iteration 140F: 3 clusters Score -2.391401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23914010.000000 Penalty: 5953.424805
	Iteration 141Q: 3 clusters Score -2.391401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -23914012.000000 Penalty: 5953.424805
	Iteration 142Q: 3 clusters Score -2.391401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23914022.000000 Penalty: 5953.424805
	Iteration 143Q: 3 clusters Score -2.391402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23914032.000000 Penalty: 5953.424805
	Iteration 144Q: 3 clusters Score -2.391403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -23914038.000000 Penalty: 5953.424805
	Iteration 145Q: 3 clusters Score -2.391404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -23914038.000000 Penalty: 5953.424805
	Iteration 146F: 3 clusters Score -2.391404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -79945.835938 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -79945.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78434.070312 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -78434.07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79131.781250 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -79131.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79591.867188 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -79591.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79828.429688 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -79828.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79962.562500 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -79962.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80042.789062 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -80042.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80065.093750 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -80065.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80069.507812 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -80069.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80077.351562 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -80077.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80087.304688 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -80087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80092.195312 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -80092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80101.835938 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -80101.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80104.742188 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -80104.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80108.984375 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -80108.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80108.984375 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -80108.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29190 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 27811 members 
Mstep: Class 9 contains 44035 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106372 members 
Mstep: Class 12 contains 39927 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 53038 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 163223 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204812 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 471 members 
Entering Unmasked Estep 
Score: -128950856.000000 Penalty: 105449.875000
Splitting cluster 22 changes total score from -128952656.000000 to -128950856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -359875.343750 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -359875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -356686.218750 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -356686.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357716.062500 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -357716.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -358136.562500 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -358136.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -358413.312500 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -358413.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -358632.031250 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -358632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -358797.687500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -358797.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -358931.187500 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -358931.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -359050.031250 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -359050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -359158.812500 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -359158.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -359262.468750 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -359262.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -359363.781250 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -359363.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -359442.218750 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -359442.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -359493.250000 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -359493.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -359537.000000 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -359537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -359558.312500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -359558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -359563.218750 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -359563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -359568.125000 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -359568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -359576.593750 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -359576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -359580.031250 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -359580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -359581.531250 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -359581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -359581.531250 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -359581.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (204812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204812 members 
Entering Unmasked Estep 
Score: -29947828.000000 Penalty: 3033.002197
	Iteration 0F: 2 clusters Score -2.994783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -29821224.000000 Penalty: 6066.004395
	Iteration 0F: 3 clusters Score -2.982122e+07 nChanged 98520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -29877568.000000 Penalty: 6066.004395
	Iteration 1F: 3 clusters Score -2.987757e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -29878420.000000 Penalty: 6066.004395
	Iteration 2Q: 3 clusters Score -2.987842e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -29879176.000000 Penalty: 6066.004395
	Iteration 3Q: 3 clusters Score -2.987918e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -29879682.000000 Penalty: 6066.004395
	Iteration 4Q: 3 clusters Score -2.987968e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -29880446.000000 Penalty: 6066.004395
	Iteration 5Q: 3 clusters Score -2.988045e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -29881342.000000 Penalty: 6066.004395
	Iteration 6Q: 3 clusters Score -2.988134e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -29882400.000000 Penalty: 6066.004395
	Iteration 7Q: 3 clusters Score -2.98824e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -29884088.000000 Penalty: 6066.004395
	Iteration 8Q: 3 clusters Score -2.988409e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -29886426.000000 Penalty: 6066.004395
	Iteration 9Q: 3 clusters Score -2.988643e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -29890208.000000 Penalty: 6066.004395
	Iteration 10Q: 3 clusters Score -2.989021e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -29896020.000000 Penalty: 6066.004395
	Iteration 11Q: 3 clusters Score -2.989602e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -29904340.000000 Penalty: 6066.004395
	Iteration 12F: 3 clusters Score -2.990434e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -29913892.000000 Penalty: 6066.004395
	Iteration 13F: 3 clusters Score -2.991389e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -29922392.000000 Penalty: 6066.004395
	Iteration 14F: 3 clusters Score -2.992239e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -29927944.000000 Penalty: 6066.004395
	Iteration 15Q: 3 clusters Score -2.992794e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171757 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -29931644.000000 Penalty: 6066.004395
	Iteration 16Q: 3 clusters Score -2.993164e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -29934266.000000 Penalty: 6066.004395
	Iteration 17Q: 3 clusters Score -2.993427e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181089 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -29936472.000000 Penalty: 6066.004395
	Iteration 18Q: 3 clusters Score -2.993647e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184979 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -29938178.000000 Penalty: 6066.004395
	Iteration 19Q: 3 clusters Score -2.993818e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188629 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -29939748.000000 Penalty: 6066.004395
	Iteration 20F: 3 clusters Score -2.993975e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191920 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -29941536.000000 Penalty: 6066.004395
	Iteration 21Q: 3 clusters Score -2.994154e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -29942988.000000 Penalty: 6066.004395
	Iteration 22Q: 3 clusters Score -2.994299e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197572 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -29944012.000000 Penalty: 6066.004395
	Iteration 23Q: 3 clusters Score -2.994401e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199675 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -29944650.000000 Penalty: 6066.004395
	Iteration 24Q: 3 clusters Score -2.994465e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201232 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -29944998.000000 Penalty: 6066.004395
	Iteration 25Q: 3 clusters Score -2.9945e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202237 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -29945176.000000 Penalty: 6066.004395
	Iteration 26Q: 3 clusters Score -2.994518e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202898 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -29945380.000000 Penalty: 6066.004395
	Iteration 27Q: 3 clusters Score -2.994538e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203323 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -29945428.000000 Penalty: 6066.004395
	Iteration 28Q: 3 clusters Score -2.994543e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203584 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -29945528.000000 Penalty: 6066.004395
	Iteration 29Q: 3 clusters Score -2.994553e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203757 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29945556.000000 Penalty: 6066.004395
	Iteration 30Q: 3 clusters Score -2.994556e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -29945608.000000 Penalty: 6066.004395
	Iteration 31Q: 3 clusters Score -2.994561e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203933 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -29945628.000000 Penalty: 6066.004395
	Iteration 32Q: 3 clusters Score -2.994563e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203991 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -29945624.000000 Penalty: 6066.004395
	Iteration 33Q: 3 clusters Score -2.994562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204034 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -29945642.000000 Penalty: 6066.004395
	Iteration 34Q: 3 clusters Score -2.994564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204058 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -29945622.000000 Penalty: 6066.004395
	Iteration 35Q: 3 clusters Score -2.994562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204080 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -29945654.000000 Penalty: 6066.004395
	Iteration 36Q: 3 clusters Score -2.994565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204092 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -29945650.000000 Penalty: 6066.004395
	Iteration 37Q: 3 clusters Score -2.994565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -29945648.000000 Penalty: 6066.004395
	Iteration 38Q: 3 clusters Score -2.994565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204106 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -29945650.000000 Penalty: 6066.004395
	Iteration 39Q: 3 clusters Score -2.994565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -29945652.000000 Penalty: 6066.004395
	Iteration 40F: 3 clusters Score -2.994565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -29945646.000000 Penalty: 6066.004395
	Iteration 41Q: 3 clusters Score -2.994565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -29945620.000000 Penalty: 6066.004395
	Iteration 42Q: 3 clusters Score -2.994562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204132 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -29945646.000000 Penalty: 6066.004395
	Iteration 43Q: 3 clusters Score -2.994565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204141 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29945640.000000 Penalty: 6066.004395
	Iteration 44Q: 3 clusters Score -2.994564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -29945610.000000 Penalty: 6066.004395
	Iteration 45Q: 3 clusters Score -2.994561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204158 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -29945650.000000 Penalty: 6066.004395
	Iteration 46Q: 3 clusters Score -2.994565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204165 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -29945644.000000 Penalty: 6066.004395
	Iteration 47Q: 3 clusters Score -2.994564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204170 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -29945642.000000 Penalty: 6066.004395
	Iteration 48Q: 3 clusters Score -2.994564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204175 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -29945652.000000 Penalty: 6066.004395
	Iteration 49Q: 3 clusters Score -2.994565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204184 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -29945660.000000 Penalty: 6066.004395
	Iteration 50Q: 3 clusters Score -2.994566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204190 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29945644.000000 Penalty: 6066.004395
	Iteration 51Q: 3 clusters Score -2.994564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -29945652.000000 Penalty: 6066.004395
	Iteration 52Q: 3 clusters Score -2.994565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -29945644.000000 Penalty: 6066.004395
	Iteration 53Q: 3 clusters Score -2.994564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -29945626.000000 Penalty: 6066.004395
	Iteration 54Q: 3 clusters Score -2.994563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29945632.000000 Penalty: 6066.004395
	Iteration 55Q: 3 clusters Score -2.994563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29945632.000000 Penalty: 6066.004395
	Iteration 56F: 3 clusters Score -2.994563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -590942.187500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -590942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -587003.875000 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -587003.9 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -587835.187500 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -587835.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -587986.125000 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -587986.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -588077.625000 Penalty: 4127.545898
	Iteration 3Q: 3 clusters Score -588077.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -588133.750000 Penalty: 4127.545898
	Iteration 4Q: 3 clusters Score -588133.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -588171.750000 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -588171.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -588204.937500 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -588204.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -588231.812500 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -588231.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -588260.875000 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -588260.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -588282.312500 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -588282.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588306.750000 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -588306.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -588323.937500 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -588323.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -588336.062500 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -588336.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -588347.812500 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -588347.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -588355.875000 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -588355.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -588363.625000 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -588363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -588368.000000 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -588368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -588373.875000 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -588373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -588380.375000 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -588380.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -588387.062500 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -588387.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -588393.812500 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -588393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -588402.687500 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -588402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -588408.625000 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -588408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -588411.562500 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -588411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -588415.500000 Penalty: 4127.545898
	Iteration 24Q: 3 clusters Score -588415.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -588420.250000 Penalty: 4127.545898
	Iteration 25Q: 3 clusters Score -588420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -588425.375000 Penalty: 4127.545898
	Iteration 26Q: 3 clusters Score -588425.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -588434.125000 Penalty: 4127.545898
	Iteration 27Q: 3 clusters Score -588434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -588443.812500 Penalty: 4127.545898
	Iteration 28Q: 3 clusters Score -588443.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -588453.625000 Penalty: 4127.545898
	Iteration 29Q: 3 clusters Score -588453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -588461.750000 Penalty: 4127.545898
	Iteration 30Q: 3 clusters Score -588461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -588472.062500 Penalty: 4127.545898
	Iteration 31Q: 3 clusters Score -588472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -588479.250000 Penalty: 4127.545898
	Iteration 32Q: 3 clusters Score -588479.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -588487.625000 Penalty: 4127.545898
	Iteration 33Q: 3 clusters Score -588487.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -588496.562500 Penalty: 4127.545898
	Iteration 34Q: 3 clusters Score -588496.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -588511.125000 Penalty: 4127.545898
	Iteration 35Q: 3 clusters Score -588511.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -588523.562500 Penalty: 4127.545898
	Iteration 36Q: 3 clusters Score -588523.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -588537.000000 Penalty: 4127.545898
	Iteration 37Q: 3 clusters Score -588537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -588549.750000 Penalty: 4127.545898
	Iteration 38Q: 3 clusters Score -588549.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -588566.062500 Penalty: 4127.545898
	Iteration 39Q: 3 clusters Score -588566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -588579.937500 Penalty: 4127.545898
	Iteration 40F: 3 clusters Score -588579.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -588596.375000 Penalty: 4127.545898
	Iteration 41Q: 3 clusters Score -588596.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -588610.562500 Penalty: 4127.545898
	Iteration 42Q: 3 clusters Score -588610.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -588620.937500 Penalty: 4127.545898
	Iteration 43Q: 3 clusters Score -588620.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -588631.500000 Penalty: 4127.545898
	Iteration 44Q: 3 clusters Score -588631.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -588647.437500 Penalty: 4127.545898
	Iteration 45Q: 3 clusters Score -588647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -588661.812500 Penalty: 4127.545898
	Iteration 46Q: 3 clusters Score -588661.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -588678.375000 Penalty: 4127.545898
	Iteration 47Q: 3 clusters Score -588678.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -588693.812500 Penalty: 4127.545898
	Iteration 48Q: 3 clusters Score -588693.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -588705.250000 Penalty: 4127.545898
	Iteration 49Q: 3 clusters Score -588705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -588718.125000 Penalty: 4127.545898
	Iteration 50Q: 3 clusters Score -588718.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -588728.187500 Penalty: 4127.545898
	Iteration 51Q: 3 clusters Score -588728.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -588739.937500 Penalty: 4127.545898
	Iteration 52Q: 3 clusters Score -588739.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -588753.500000 Penalty: 4127.545898
	Iteration 53Q: 3 clusters Score -588753.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -588762.937500 Penalty: 4127.545898
	Iteration 54Q: 3 clusters Score -588762.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -588774.625000 Penalty: 4127.545898
	Iteration 55Q: 3 clusters Score -588774.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -588785.125000 Penalty: 4127.545898
	Iteration 56Q: 3 clusters Score -588785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -588799.625000 Penalty: 4127.545898
	Iteration 57Q: 3 clusters Score -588799.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -588808.562500 Penalty: 4127.545898
	Iteration 58Q: 3 clusters Score -588808.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -588818.875000 Penalty: 4127.545898
	Iteration 59Q: 3 clusters Score -588818.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -588827.437500 Penalty: 4127.545898
	Iteration 60F: 3 clusters Score -588827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -588836.437500 Penalty: 4127.545898
	Iteration 61Q: 3 clusters Score -588836.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -588846.062500 Penalty: 4127.545898
	Iteration 62Q: 3 clusters Score -588846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -588855.437500 Penalty: 4127.545898
	Iteration 63Q: 3 clusters Score -588855.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -588866.812500 Penalty: 4127.545898
	Iteration 64Q: 3 clusters Score -588866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -588878.000000 Penalty: 4127.545898
	Iteration 65Q: 3 clusters Score -588878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -588892.875000 Penalty: 4127.545898
	Iteration 66Q: 3 clusters Score -588892.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -588905.062500 Penalty: 4127.545898
	Iteration 67Q: 3 clusters Score -588905.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -588916.375000 Penalty: 4127.545898
	Iteration 68Q: 3 clusters Score -588916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -588928.687500 Penalty: 4127.545898
	Iteration 69Q: 3 clusters Score -588928.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -588940.687500 Penalty: 4127.545898
	Iteration 70Q: 3 clusters Score -588940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -588955.312500 Penalty: 4127.545898
	Iteration 71Q: 3 clusters Score -588955.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -588965.187500 Penalty: 4127.545898
	Iteration 72Q: 3 clusters Score -588965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -588974.562500 Penalty: 4127.545898
	Iteration 73Q: 3 clusters Score -588974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -588982.437500 Penalty: 4127.545898
	Iteration 74Q: 3 clusters Score -588982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -588989.187500 Penalty: 4127.545898
	Iteration 75Q: 3 clusters Score -588989.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -588997.125000 Penalty: 4127.545898
	Iteration 76Q: 3 clusters Score -588997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -589004.562500 Penalty: 4127.545898
	Iteration 77Q: 3 clusters Score -589004.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -589013.437500 Penalty: 4127.545898
	Iteration 78Q: 3 clusters Score -589013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -589023.937500 Penalty: 4127.545898
	Iteration 79Q: 3 clusters Score -589023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -589033.062500 Penalty: 4127.545898
	Iteration 80F: 3 clusters Score -589033.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -589041.687500 Penalty: 4127.545898
	Iteration 81Q: 3 clusters Score -589041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -589049.000000 Penalty: 4127.545898
	Iteration 82Q: 3 clusters Score -589049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -589052.687500 Penalty: 4127.545898
	Iteration 83Q: 3 clusters Score -589052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -589056.500000 Penalty: 4127.545898
	Iteration 84Q: 3 clusters Score -589056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -589059.875000 Penalty: 4127.545898
	Iteration 85Q: 3 clusters Score -589059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -589064.000000 Penalty: 4127.545898
	Iteration 86Q: 3 clusters Score -589064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -589069.812500 Penalty: 4127.545898
	Iteration 87Q: 3 clusters Score -589069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -589076.937500 Penalty: 4127.545898
	Iteration 88Q: 3 clusters Score -589076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -589077.437500 Penalty: 4127.545898
	Iteration 89Q: 3 clusters Score -589077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -589078.062500 Penalty: 4127.545898
	Iteration 90Q: 3 clusters Score -589078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -589077.625000 Penalty: 4127.545898
	Iteration 91Q: 3 clusters Score -589077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -589079.125000 Penalty: 4127.545898
	Iteration 92Q: 3 clusters Score -589079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -589080.562500 Penalty: 4127.545898
	Iteration 93Q: 3 clusters Score -589080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -589081.187500 Penalty: 4127.545898
	Iteration 94Q: 3 clusters Score -589081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -589083.437500 Penalty: 4127.545898
	Iteration 95Q: 3 clusters Score -589083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -589086.312500 Penalty: 4127.545898
	Iteration 96Q: 3 clusters Score -589086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -589090.812500 Penalty: 4127.545898
	Iteration 97Q: 3 clusters Score -589090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -589091.125000 Penalty: 4127.545898
	Iteration 98Q: 3 clusters Score -589091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -589091.125000 Penalty: 4127.545898
	Iteration 99F: 3 clusters Score -589091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -108973.289062 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -108973.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107213.757812 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -107213.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107565.328125 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -107565.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107782.960938 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -107783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107921.093750 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -107921.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107987.960938 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -107988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108031.890625 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -108031.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -108073.937500 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -108073.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108121.421875 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -108121.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108155.445312 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -108155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108179.210938 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -108179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108207.375000 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -108207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108231.437500 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -108231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108257.890625 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -108257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108261.406250 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -108261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108265.039062 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -108265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108265.039062 Penalty: 3313.704102
	Iteration 15F: 3 clusters Score -108265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1630562.375000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1630562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1621418.875000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1621419 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1624291.875000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1624292 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1624840.875000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1624841 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1625347.750000 Penalty: 4676.541992
	Iteration 3F: 3 clusters Score -1625348 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1625753.000000 Penalty: 4676.541992
	Iteration 4F: 3 clusters Score -1625753 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1626093.500000 Penalty: 4676.541992
	Iteration 5Q: 3 clusters Score -1626094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1626378.125000 Penalty: 4676.541992
	Iteration 6Q: 3 clusters Score -1626378 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1626608.625000 Penalty: 4676.541992
	Iteration 7Q: 3 clusters Score -1626609 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1626878.875000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1626879 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1627187.750000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1627188 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1627457.000000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1627457 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1627705.500000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1627706 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1627926.875000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1627927 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1628139.125000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1628139 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1628346.375000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1628346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1628551.750000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1628552 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1628738.375000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1628738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1628860.500000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1628860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1628952.875000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1628953 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1629027.500000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1629028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1629058.750000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1629059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1629088.750000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1629089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1629111.125000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1629111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1629130.000000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1629130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1629137.250000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1629137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1629143.625000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1629144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1629148.625000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1629149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1629158.000000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1629158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1629171.500000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1629172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1629179.000000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1629179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1629182.250000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1629182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1629190.500000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1629190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1629193.625000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1629194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1629198.000000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1629198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1629200.375000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1629200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1629200.000000 Penalty: 4676.541992
	Iteration 35Q: 3 clusters Score -1629200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1629199.250000 Penalty: 4676.541992
	Iteration 36Q: 3 clusters Score -1629199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1629197.750000 Penalty: 4676.541992
	Iteration 37Q: 3 clusters Score -1629198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1629199.250000 Penalty: 4676.541992
	Iteration 38Q: 3 clusters Score -1629199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1629197.500000 Penalty: 4676.541992
	Iteration 39Q: 3 clusters Score -1629198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1629200.750000 Penalty: 4676.541992
	Iteration 40F: 3 clusters Score -1629201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1629198.375000 Penalty: 4676.541992
	Iteration 41Q: 3 clusters Score -1629198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1629199.125000 Penalty: 4676.541992
	Iteration 42Q: 3 clusters Score -1629199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1629197.125000 Penalty: 4676.541992
	Iteration 43Q: 3 clusters Score -1629197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1629199.875000 Penalty: 4676.541992
	Iteration 44Q: 3 clusters Score -1629200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1629198.500000 Penalty: 4676.541992
	Iteration 45Q: 3 clusters Score -1629198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1629198.750000 Penalty: 4676.541992
	Iteration 46Q: 3 clusters Score -1629199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1629199.125000 Penalty: 4676.541992
	Iteration 47Q: 3 clusters Score -1629199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1629200.250000 Penalty: 4676.541992
	Iteration 48Q: 3 clusters Score -1629200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1629200.250000 Penalty: 4676.541992
	Iteration 49F: 3 clusters Score -1629200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33873.527344 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33873.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32653.115234 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32653.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32833.113281 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32833.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32965.558594 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32965.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33091.000000 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33137.832031 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33137.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33143.449219 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33143.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33181.406250 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33181.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33218.914062 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33218.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33252.265625 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33252.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33329.558594 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33329.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33389.902344 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33418.242188 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33418.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33421.441406 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33421.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33429.890625 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33429.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33435.027344 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33435.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33435.027344 Penalty: 2829.076172
	Iteration 15F: 3 clusters Score -33435.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61396.714844 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61396.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61605.191406 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61605.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61700.031250 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61700.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61759.527344 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61759.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61837.679688 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61837.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61875.039062 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61875.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61918.566406 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61918.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61960.835938 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61960.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61997.410156 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61997.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62037.718750 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -62037.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62096.609375 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -62096.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62189.449219 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -62189.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62287.210938 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -62287.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62337.507812 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -62337.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62375.582031 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -62375.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62384.703125 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -62384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62398.046875 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -62398.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62404.296875 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -62404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62422.644531 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -62422.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62467.382812 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -62467.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62492.046875 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -62492.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62510.417969 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -62510.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62510.417969 Penalty: 3060.126709
	Iteration 22F: 3 clusters Score -62510.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -57205.945312 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -57205.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55737.949219 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -55737.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55909.789062 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -55909.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55971.867188 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -55971.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56016.792969 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -56016.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56054.558594 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -56054.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56101.667969 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -56101.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56162.359375 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -56162.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56184.765625 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -56184.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56201.500000 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -56201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56212.363281 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -56212.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56214.875000 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -56214.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56216.269531 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -56216.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56216.269531 Penalty: 3019.040283
	Iteration 12F: 3 clusters Score -56216.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29190 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 27811 members 
Mstep: Class 9 contains 44035 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106372 members 
Mstep: Class 12 contains 39927 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 53038 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 163223 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204812 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952552.000000 Penalty: 102048.265625
Iteration 239Q: 31 clusters Score -1.289526e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29194 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 27786 members 
Mstep: Class 9 contains 44036 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106369 members 
Mstep: Class 12 contains 39931 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 53043 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 163169 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204812 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952472.000000 Penalty: 102048.265625
Iteration 240F: 31 clusters Score -1.289525e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 29196 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 27758 members 
Mstep: Class 9 contains 44036 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106371 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53055 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 163103 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204824 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952568.000000 Penalty: 102048.265625
Iteration 241Q: 31 clusters Score -1.289526e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 29196 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 27734 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106373 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53066 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 163059 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204813 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952608.000000 Penalty: 102048.265625
Iteration 242Q: 31 clusters Score -1.289526e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29199 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40197 members 
Mstep: Class 8 contains 27710 members 
Mstep: Class 9 contains 44033 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106372 members 
Mstep: Class 12 contains 39936 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53071 members 
Mstep: Class 19 contains 11469 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 163017 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204798 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952584.000000 Penalty: 102048.265625
Iteration 243Q: 31 clusters Score -1.289526e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29202 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 27684 members 
Mstep: Class 9 contains 44030 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106370 members 
Mstep: Class 12 contains 39934 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53070 members 
Mstep: Class 19 contains 11541 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162990 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204786 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952488.000000 Penalty: 102048.265625
Iteration 244Q: 31 clusters Score -1.289525e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 27658 members 
Mstep: Class 9 contains 44035 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106368 members 
Mstep: Class 12 contains 39933 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53068 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162949 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204777 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952552.000000 Penalty: 102048.265625
Iteration 245Q: 31 clusters Score -1.289526e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40189 members 
Mstep: Class 8 contains 27615 members 
Mstep: Class 9 contains 44039 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106366 members 
Mstep: Class 12 contains 39934 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 53073 members 
Mstep: Class 19 contains 11678 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162914 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204775 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952408.000000 Penalty: 102048.265625
Iteration 246Q: 31 clusters Score -1.289524e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29226 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 27580 members 
Mstep: Class 9 contains 44040 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106376 members 
Mstep: Class 12 contains 39937 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 53074 members 
Mstep: Class 19 contains 11747 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162851 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204786 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952384.000000 Penalty: 102048.265625
Iteration 247Q: 31 clusters Score -1.289524e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29224 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40186 members 
Mstep: Class 8 contains 27547 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106389 members 
Mstep: Class 12 contains 39946 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53075 members 
Mstep: Class 19 contains 11815 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162782 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204794 members 
Mstep: Class 25 contains 4112 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952248.000000 Penalty: 102048.265625
Iteration 248Q: 31 clusters Score -1.289522e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29225 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40185 members 
Mstep: Class 8 contains 27513 members 
Mstep: Class 9 contains 44052 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106403 members 
Mstep: Class 12 contains 39966 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 53080 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162700 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204804 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952200.000000 Penalty: 102048.265625
Iteration 249Q: 31 clusters Score -1.289522e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29233 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106402 members 
Mstep: Class 12 contains 39975 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 53088 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162632 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204816 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952144.000000 Penalty: 102048.265625
Iteration 250Q: 31 clusters Score -1.289521e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29236 members 
Mstep: Class 6 contains 30764 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 27420 members 
Mstep: Class 9 contains 44054 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106406 members 
Mstep: Class 12 contains 39973 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 53103 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162553 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204840 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952248.000000 Penalty: 102048.265625
Iteration 251Q: 31 clusters Score -1.289522e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29243 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 27374 members 
Mstep: Class 9 contains 44051 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106417 members 
Mstep: Class 12 contains 39971 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 53122 members 
Mstep: Class 19 contains 12085 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 162470 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204865 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952168.000000 Penalty: 102048.265625
Iteration 252Q: 31 clusters Score -1.289522e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29244 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40197 members 
Mstep: Class 8 contains 27334 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106422 members 
Mstep: Class 12 contains 39973 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 53131 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 162404 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204875 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952152.000000 Penalty: 102048.265625
Iteration 253Q: 31 clusters Score -1.289522e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29246 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40201 members 
Mstep: Class 8 contains 27295 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106424 members 
Mstep: Class 12 contains 39974 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25510 members 
Mstep: Class 18 contains 53146 members 
Mstep: Class 19 contains 12226 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 162336 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204889 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952232.000000 Penalty: 102048.265625
Iteration 254Q: 31 clusters Score -1.289522e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29251 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 27260 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106433 members 
Mstep: Class 12 contains 39971 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25510 members 
Mstep: Class 18 contains 53165 members 
Mstep: Class 19 contains 12280 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 162282 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204892 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952256.000000 Penalty: 102048.265625
Iteration 255Q: 31 clusters Score -1.289523e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29252 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40203 members 
Mstep: Class 8 contains 27231 members 
Mstep: Class 9 contains 44053 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106450 members 
Mstep: Class 12 contains 39968 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 53181 members 
Mstep: Class 19 contains 12332 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162244 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204884 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952280.000000 Penalty: 102048.265625
Iteration 256Q: 31 clusters Score -1.289523e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29254 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 40202 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106462 members 
Mstep: Class 12 contains 39966 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53204 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 162207 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204881 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952176.000000 Penalty: 102048.265625
Iteration 257Q: 31 clusters Score -1.289522e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29258 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40200 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 9 contains 44046 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106464 members 
Mstep: Class 12 contains 39962 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53234 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 162149 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204889 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952256.000000 Penalty: 102048.265625
Iteration 258Q: 31 clusters Score -1.289523e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 27115 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106472 members 
Mstep: Class 12 contains 39957 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53261 members 
Mstep: Class 19 contains 12502 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 162091 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204895 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952408.000000 Penalty: 102048.265625
Iteration 259Q: 31 clusters Score -1.289524e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29262 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 27066 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106481 members 
Mstep: Class 12 contains 39955 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53273 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162041 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204910 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952320.000000 Penalty: 102048.265625
Iteration 260F: 31 clusters Score -1.289523e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29265 members 
Mstep: Class 6 contains 30771 members 
Mstep: Class 7 contains 40193 members 
Mstep: Class 8 contains 27003 members 
Mstep: Class 9 contains 44046 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106486 members 
Mstep: Class 12 contains 39951 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53286 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 162005 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204913 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952352.000000 Penalty: 102048.265625
Iteration 261Q: 31 clusters Score -1.289524e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29269 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40192 members 
Mstep: Class 8 contains 26967 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106484 members 
Mstep: Class 12 contains 39952 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 53296 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 161960 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204923 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952440.000000 Penalty: 102048.265625
Iteration 262Q: 31 clusters Score -1.289524e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29270 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40186 members 
Mstep: Class 8 contains 26934 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106489 members 
Mstep: Class 12 contains 39957 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53298 members 
Mstep: Class 19 contains 12756 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 161933 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204919 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952440.000000 Penalty: 102048.265625
Iteration 263Q: 31 clusters Score -1.289524e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29270 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 26898 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106490 members 
Mstep: Class 12 contains 39968 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53306 members 
Mstep: Class 19 contains 12819 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 161911 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204893 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952360.000000 Penalty: 102048.265625
Iteration 264Q: 31 clusters Score -1.289524e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29275 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 26853 members 
Mstep: Class 9 contains 44047 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106494 members 
Mstep: Class 12 contains 39981 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53311 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161868 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204872 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952416.000000 Penalty: 102048.265625
Iteration 265Q: 31 clusters Score -1.289524e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29277 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 40186 members 
Mstep: Class 8 contains 26819 members 
Mstep: Class 9 contains 44048 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106511 members 
Mstep: Class 12 contains 39981 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 53326 members 
Mstep: Class 19 contains 12970 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161831 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204836 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952448.000000 Penalty: 102048.265625
Iteration 266Q: 31 clusters Score -1.289524e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29281 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 26784 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106510 members 
Mstep: Class 12 contains 39987 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53341 members 
Mstep: Class 19 contains 13042 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 161788 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204815 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952488.000000 Penalty: 102048.265625
Iteration 267Q: 31 clusters Score -1.289525e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29281 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 26767 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106515 members 
Mstep: Class 12 contains 39996 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53351 members 
Mstep: Class 19 contains 13092 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161753 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204799 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952432.000000 Penalty: 102048.265625
Iteration 268Q: 31 clusters Score -1.289524e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29276 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 44042 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106509 members 
Mstep: Class 12 contains 40005 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53364 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161716 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204794 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952328.000000 Penalty: 102048.265625
Iteration 269Q: 31 clusters Score -1.289523e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29276 members 
Mstep: Class 6 contains 30777 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 26712 members 
Mstep: Class 9 contains 44039 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106509 members 
Mstep: Class 12 contains 40009 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53364 members 
Mstep: Class 19 contains 13201 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161706 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204779 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952296.000000 Penalty: 102048.265625
Iteration 270Q: 31 clusters Score -1.289523e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29279 members 
Mstep: Class 6 contains 30779 members 
Mstep: Class 7 contains 40175 members 
Mstep: Class 8 contains 26680 members 
Mstep: Class 9 contains 44041 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106513 members 
Mstep: Class 12 contains 40010 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53370 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 161678 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204761 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952200.000000 Penalty: 102048.265625
Iteration 271Q: 31 clusters Score -1.289522e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29283 members 
Mstep: Class 6 contains 30777 members 
Mstep: Class 7 contains 40168 members 
Mstep: Class 8 contains 26643 members 
Mstep: Class 9 contains 44041 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106521 members 
Mstep: Class 12 contains 40010 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 53381 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 161653 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204744 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952176.000000 Penalty: 102048.265625
Iteration 272Q: 31 clusters Score -1.289522e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29287 members 
Mstep: Class 6 contains 30777 members 
Mstep: Class 7 contains 40164 members 
Mstep: Class 8 contains 26614 members 
Mstep: Class 9 contains 44043 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106535 members 
Mstep: Class 12 contains 40012 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53381 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 161619 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204741 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952296.000000 Penalty: 102048.265625
Iteration 273Q: 31 clusters Score -1.289523e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29289 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40163 members 
Mstep: Class 8 contains 26582 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106552 members 
Mstep: Class 12 contains 40014 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53381 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 161587 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204734 members 
Mstep: Class 25 contains 4119 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952216.000000 Penalty: 102048.265625
Iteration 274Q: 31 clusters Score -1.289522e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29295 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40161 members 
Mstep: Class 8 contains 26543 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106566 members 
Mstep: Class 12 contains 40016 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 53384 members 
Mstep: Class 19 contains 13463 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161554 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204730 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952280.000000 Penalty: 102048.265625
Iteration 275Q: 31 clusters Score -1.289523e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29300 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 26522 members 
Mstep: Class 9 contains 44047 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106579 members 
Mstep: Class 12 contains 40013 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53381 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 161520 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204720 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952216.000000 Penalty: 102048.265625
Iteration 276Q: 31 clusters Score -1.289522e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29301 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 26508 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106594 members 
Mstep: Class 12 contains 40014 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53385 members 
Mstep: Class 19 contains 13552 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161479 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204717 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952288.000000 Penalty: 102048.265625
Iteration 277Q: 31 clusters Score -1.289523e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29305 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 40163 members 
Mstep: Class 8 contains 26492 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 106602 members 
Mstep: Class 12 contains 40016 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53389 members 
Mstep: Class 19 contains 13595 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161447 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204703 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952112.000000 Penalty: 102048.265625
Iteration 278Q: 31 clusters Score -1.289521e+08 nChanged 185
Entering ConstructFrom: 
Score: -128952112.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (22570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Entering Unmasked Estep 
Score: -3206986.000000 Penalty: 2486.045410
	Iteration 0F: 2 clusters Score -3206986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3191180.500000 Penalty: 4972.090820
	Iteration 0F: 3 clusters Score -3191180 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3196543.500000 Penalty: 4972.090820
	Iteration 1F: 3 clusters Score -3196544 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3196930.250000 Penalty: 4972.090820
	Iteration 2F: 3 clusters Score -3196930 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3197295.250000 Penalty: 4972.090820
	Iteration 3Q: 3 clusters Score -3197295 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3197652.750000 Penalty: 4972.090820
	Iteration 4Q: 3 clusters Score -3197653 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3198055.750000 Penalty: 4972.090820
	Iteration 5Q: 3 clusters Score -3198056 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3198570.250000 Penalty: 4972.090820
	Iteration 6Q: 3 clusters Score -3198570 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3199162.750000 Penalty: 4972.090820
	Iteration 7F: 3 clusters Score -3199163 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3199881.000000 Penalty: 4972.090820
	Iteration 8F: 3 clusters Score -3199881 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3200600.250000 Penalty: 4972.090820
	Iteration 9F: 3 clusters Score -3200600 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3201258.750000 Penalty: 4972.090820
	Iteration 10Q: 3 clusters Score -3201259 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3201871.750000 Penalty: 4972.090820
	Iteration 11Q: 3 clusters Score -3201872 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3202388.000000 Penalty: 4972.090820
	Iteration 12Q: 3 clusters Score -3202388 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3202831.500000 Penalty: 4972.090820
	Iteration 13Q: 3 clusters Score -3202832 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3203200.750000 Penalty: 4972.090820
	Iteration 14Q: 3 clusters Score -3203201 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3203525.750000 Penalty: 4972.090820
	Iteration 15Q: 3 clusters Score -3203526 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3203793.500000 Penalty: 4972.090820
	Iteration 16Q: 3 clusters Score -3203794 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3204055.000000 Penalty: 4972.090820
	Iteration 17Q: 3 clusters Score -3204055 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3204322.750000 Penalty: 4972.090820
	Iteration 18Q: 3 clusters Score -3204323 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3204541.750000 Penalty: 4972.090820
	Iteration 19Q: 3 clusters Score -3204542 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3204672.750000 Penalty: 4972.090820
	Iteration 20F: 3 clusters Score -3204673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3204773.750000 Penalty: 4972.090820
	Iteration 21Q: 3 clusters Score -3204774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3204849.750000 Penalty: 4972.090820
	Iteration 22Q: 3 clusters Score -3204850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3204903.500000 Penalty: 4972.090820
	Iteration 23Q: 3 clusters Score -3204904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3204954.000000 Penalty: 4972.090820
	Iteration 24Q: 3 clusters Score -3204954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3204983.750000 Penalty: 4972.090820
	Iteration 25Q: 3 clusters Score -3204984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3204991.750000 Penalty: 4972.090820
	Iteration 26Q: 3 clusters Score -3204992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3205004.500000 Penalty: 4972.090820
	Iteration 27Q: 3 clusters Score -3205004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3205015.250000 Penalty: 4972.090820
	Iteration 28Q: 3 clusters Score -3205015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3205018.000000 Penalty: 4972.090820
	Iteration 29Q: 3 clusters Score -3205018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3205019.750000 Penalty: 4972.090820
	Iteration 30Q: 3 clusters Score -3205020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3205015.000000 Penalty: 4972.090820
	Iteration 31Q: 3 clusters Score -3205015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3205017.000000 Penalty: 4972.090820
	Iteration 32Q: 3 clusters Score -3205017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3205022.000000 Penalty: 4972.090820
	Iteration 33Q: 3 clusters Score -3205022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3205029.000000 Penalty: 4972.090820
	Iteration 34Q: 3 clusters Score -3205029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3205024.250000 Penalty: 4972.090820
	Iteration 35Q: 3 clusters Score -3205024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3205029.500000 Penalty: 4972.090820
	Iteration 36Q: 3 clusters Score -3205030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3205031.000000 Penalty: 4972.090820
	Iteration 37Q: 3 clusters Score -3205031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3205031.000000 Penalty: 4972.090820
	Iteration 38Q: 3 clusters Score -3205031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3205032.750000 Penalty: 4972.090820
	Iteration 39Q: 3 clusters Score -3205033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3205036.250000 Penalty: 4972.090820
	Iteration 40F: 3 clusters Score -3205036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3205033.750000 Penalty: 4972.090820
	Iteration 41Q: 3 clusters Score -3205034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3205038.500000 Penalty: 4972.090820
	Iteration 42Q: 3 clusters Score -3205038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3205041.000000 Penalty: 4972.090820
	Iteration 43Q: 3 clusters Score -3205041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3205041.000000 Penalty: 4972.090820
	Iteration 44F: 3 clusters Score -3205041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Entering Unmasked Estep 
Score: -5697770.000000 Penalty: 2626.678711
	Iteration 0F: 2 clusters Score -5697770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5670712.000000 Penalty: 5253.357422
	Iteration 0F: 3 clusters Score -5670712 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5680901.500000 Penalty: 5253.357422
	Iteration 1F: 3 clusters Score -5680902 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5681575.500000 Penalty: 5253.357422
	Iteration 2Q: 3 clusters Score -5681576 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5682334.000000 Penalty: 5253.357422
	Iteration 3Q: 3 clusters Score -5682334 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5683190.000000 Penalty: 5253.357422
	Iteration 4Q: 3 clusters Score -5683190 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -5684159.000000 Penalty: 5253.357422
	Iteration 5Q: 3 clusters Score -5684159 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5685253.000000 Penalty: 5253.357422
	Iteration 6Q: 3 clusters Score -5685253 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5686313.500000 Penalty: 5253.357422
	Iteration 7F: 3 clusters Score -5686314 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5687375.500000 Penalty: 5253.357422
	Iteration 8Q: 3 clusters Score -5687376 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5688367.500000 Penalty: 5253.357422
	Iteration 9Q: 3 clusters Score -5688368 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5689521.000000 Penalty: 5253.357422
	Iteration 10Q: 3 clusters Score -5689521 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5690718.000000 Penalty: 5253.357422
	Iteration 11Q: 3 clusters Score -5690718 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5691869.000000 Penalty: 5253.357422
	Iteration 12Q: 3 clusters Score -5691869 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5692966.500000 Penalty: 5253.357422
	Iteration 13Q: 3 clusters Score -5692966 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -5693742.000000 Penalty: 5253.357422
	Iteration 14Q: 3 clusters Score -5693742 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5694252.500000 Penalty: 5253.357422
	Iteration 15Q: 3 clusters Score -5694252 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5694511.000000 Penalty: 5253.357422
	Iteration 16Q: 3 clusters Score -5694511 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -5694647.500000 Penalty: 5253.357422
	Iteration 17Q: 3 clusters Score -5694648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5694730.000000 Penalty: 5253.357422
	Iteration 18Q: 3 clusters Score -5694730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -5694799.000000 Penalty: 5253.357422
	Iteration 19Q: 3 clusters Score -5694799 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5694837.000000 Penalty: 5253.357422
	Iteration 20F: 3 clusters Score -5694837 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5694865.000000 Penalty: 5253.357422
	Iteration 21Q: 3 clusters Score -5694865 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5694900.500000 Penalty: 5253.357422
	Iteration 22Q: 3 clusters Score -5694900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5694899.000000 Penalty: 5253.357422
	Iteration 23Q: 3 clusters Score -5694899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5694929.000000 Penalty: 5253.357422
	Iteration 24Q: 3 clusters Score -5694929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -5694933.000000 Penalty: 5253.357422
	Iteration 25Q: 3 clusters Score -5694933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5694938.500000 Penalty: 5253.357422
	Iteration 26Q: 3 clusters Score -5694938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5694957.000000 Penalty: 5253.357422
	Iteration 27Q: 3 clusters Score -5694957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5694946.000000 Penalty: 5253.357422
	Iteration 28Q: 3 clusters Score -5694946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5694950.500000 Penalty: 5253.357422
	Iteration 29Q: 3 clusters Score -5694950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5694959.000000 Penalty: 5253.357422
	Iteration 30Q: 3 clusters Score -5694959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -5694958.500000 Penalty: 5253.357422
	Iteration 31Q: 3 clusters Score -5694958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5694965.000000 Penalty: 5253.357422
	Iteration 32Q: 3 clusters Score -5694965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5694963.000000 Penalty: 5253.357422
	Iteration 33Q: 3 clusters Score -5694963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5694975.500000 Penalty: 5253.357422
	Iteration 34Q: 3 clusters Score -5694976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5694978.500000 Penalty: 5253.357422
	Iteration 35Q: 3 clusters Score -5694978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -5694974.500000 Penalty: 5253.357422
	Iteration 36Q: 3 clusters Score -5694974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5694979.500000 Penalty: 5253.357422
	Iteration 37Q: 3 clusters Score -5694980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5694979.000000 Penalty: 5253.357422
	Iteration 38Q: 3 clusters Score -5694979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5694983.500000 Penalty: 5253.357422
	Iteration 39Q: 3 clusters Score -5694984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5694981.000000 Penalty: 5253.357422
	Iteration 40F: 3 clusters Score -5694981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5694980.500000 Penalty: 5253.357422
	Iteration 41Q: 3 clusters Score -5694980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5694983.500000 Penalty: 5253.357422
	Iteration 42Q: 3 clusters Score -5694984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5694983.500000 Penalty: 5253.357422
	Iteration 43F: 3 clusters Score -5694984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -372297.843750 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -372297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -369296.468750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -369296.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -369820.343750 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -369820.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369952.437500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -369952.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370045.781250 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -370045.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370113.812500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -370113.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -370155.312500 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -370155.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -370178.468750 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -370178.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -370202.781250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -370202.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370220.468750 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -370220.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -370232.812500 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -370232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370246.437500 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -370246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370257.062500 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -370257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -370267.312500 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -370267.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -370276.312500 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -370276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370284.437500 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -370284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -370296.937500 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -370296.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -370302.625000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -370302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370307.187500 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -370307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370311.937500 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -370311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370314.375000 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -370314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -370315.875000 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -370315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -370317.000000 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -370317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -370317.000000 Penalty: 3891.520508
	Iteration 22F: 3 clusters Score -370317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -960588.125000 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -960588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -954805.312500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -954805.3 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -956445.125000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -956445.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -956935.375000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -956935.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -957341.812500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -957341.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -957689.562500 Penalty: 4399.988281
	Iteration 4F: 3 clusters Score -957689.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -958001.875000 Penalty: 4399.988281
	Iteration 5F: 3 clusters Score -958001.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -958213.875000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -958213.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -958375.812500 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -958375.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -958481.687500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -958481.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -958540.687500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -958540.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -958591.937500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -958591.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -958623.875000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -958623.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -958661.437500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -958661.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -958704.750000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -958704.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -958748.250000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -958748.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -958783.562500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -958783.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -958817.437500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -958817.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -958847.500000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -958847.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -958871.750000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -958871.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -958897.687500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -958897.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -958926.062500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -958926.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -958947.875000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -958947.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -958973.437500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -958973.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -958996.000000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -958996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -959015.750000 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -959015.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -959030.437500 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -959030.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -959043.000000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -959043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -959053.000000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -959053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -959064.625000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -959064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -959076.437500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -959076.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -959090.625000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -959090.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -959103.812500 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -959103.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -959115.750000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -959115.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -959127.750000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -959127.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -959139.500000 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -959139.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -959153.812500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -959153.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -959165.375000 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -959165.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -959176.375000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -959176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -959185.312500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -959185.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -959189.000000 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -959189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -959192.500000 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -959192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -959199.312500 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -959199.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -959209.000000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -959209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -959213.937500 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -959213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -959220.250000 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -959220.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -959230.875000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -959230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -959239.625000 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -959239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -959246.687500 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -959246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -959257.187500 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -959257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -959262.750000 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -959262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -959262.812500 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -959262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -959263.375000 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -959263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -959263.375000 Penalty: 4399.988281
	Iteration 52F: 3 clusters Score -959263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Entering Unmasked Estep 
Score: -4337787.000000 Penalty: 2550.815674
	Iteration 0F: 2 clusters Score -4337787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4317794.000000 Penalty: 5101.631348
	Iteration 0F: 3 clusters Score -4317794 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4324741.500000 Penalty: 5101.631348
	Iteration 1F: 3 clusters Score -4324742 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4325150.000000 Penalty: 5101.631348
	Iteration 2Q: 3 clusters Score -4325150 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4325475.500000 Penalty: 5101.631348
	Iteration 3Q: 3 clusters Score -4325476 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4325761.000000 Penalty: 5101.631348
	Iteration 4Q: 3 clusters Score -4325761 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4326021.000000 Penalty: 5101.631348
	Iteration 5Q: 3 clusters Score -4326021 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4326293.000000 Penalty: 5101.631348
	Iteration 6Q: 3 clusters Score -4326293 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4326546.500000 Penalty: 5101.631348
	Iteration 7Q: 3 clusters Score -4326546 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4326894.500000 Penalty: 5101.631348
	Iteration 8Q: 3 clusters Score -4326894 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4327360.500000 Penalty: 5101.631348
	Iteration 9Q: 3 clusters Score -4327360 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4327953.000000 Penalty: 5101.631348
	Iteration 10Q: 3 clusters Score -4327953 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4328742.500000 Penalty: 5101.631348
	Iteration 11Q: 3 clusters Score -4328742 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -4329743.000000 Penalty: 5101.631348
	Iteration 12Q: 3 clusters Score -4329743 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4330813.500000 Penalty: 5101.631348
	Iteration 13F: 3 clusters Score -4330814 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4331695.500000 Penalty: 5101.631348
	Iteration 14Q: 3 clusters Score -4331696 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4332310.000000 Penalty: 5101.631348
	Iteration 15Q: 3 clusters Score -4332310 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4332715.000000 Penalty: 5101.631348
	Iteration 16Q: 3 clusters Score -4332715 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4333002.000000 Penalty: 5101.631348
	Iteration 17Q: 3 clusters Score -4333002 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -4333226.500000 Penalty: 5101.631348
	Iteration 18Q: 3 clusters Score -4333226 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4333433.000000 Penalty: 5101.631348
	Iteration 19Q: 3 clusters Score -4333433 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4333612.000000 Penalty: 5101.631348
	Iteration 20F: 3 clusters Score -4333612 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4333784.000000 Penalty: 5101.631348
	Iteration 21Q: 3 clusters Score -4333784 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4333961.500000 Penalty: 5101.631348
	Iteration 22Q: 3 clusters Score -4333962 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4334108.000000 Penalty: 5101.631348
	Iteration 23Q: 3 clusters Score -4334108 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4334279.000000 Penalty: 5101.631348
	Iteration 24Q: 3 clusters Score -4334279 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4334428.500000 Penalty: 5101.631348
	Iteration 25Q: 3 clusters Score -4334428 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4334583.500000 Penalty: 5101.631348
	Iteration 26Q: 3 clusters Score -4334584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -4334729.500000 Penalty: 5101.631348
	Iteration 27Q: 3 clusters Score -4334730 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4334827.500000 Penalty: 5101.631348
	Iteration 28Q: 3 clusters Score -4334828 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4334930.500000 Penalty: 5101.631348
	Iteration 29Q: 3 clusters Score -4334930 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4334992.000000 Penalty: 5101.631348
	Iteration 30Q: 3 clusters Score -4334992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4335049.500000 Penalty: 5101.631348
	Iteration 31Q: 3 clusters Score -4335050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4335103.500000 Penalty: 5101.631348
	Iteration 32Q: 3 clusters Score -4335104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4335137.500000 Penalty: 5101.631348
	Iteration 33Q: 3 clusters Score -4335138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4335178.500000 Penalty: 5101.631348
	Iteration 34Q: 3 clusters Score -4335178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4335203.500000 Penalty: 5101.631348
	Iteration 35Q: 3 clusters Score -4335204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4335237.500000 Penalty: 5101.631348
	Iteration 36Q: 3 clusters Score -4335238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4335274.500000 Penalty: 5101.631348
	Iteration 37Q: 3 clusters Score -4335274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4335303.000000 Penalty: 5101.631348
	Iteration 38Q: 3 clusters Score -4335303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4335323.500000 Penalty: 5101.631348
	Iteration 39Q: 3 clusters Score -4335324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4335345.500000 Penalty: 5101.631348
	Iteration 40F: 3 clusters Score -4335346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -4335372.000000 Penalty: 5101.631348
	Iteration 41Q: 3 clusters Score -4335372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4335384.500000 Penalty: 5101.631348
	Iteration 42Q: 3 clusters Score -4335384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4335415.500000 Penalty: 5101.631348
	Iteration 43Q: 3 clusters Score -4335416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4335437.500000 Penalty: 5101.631348
	Iteration 44Q: 3 clusters Score -4335438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4335448.000000 Penalty: 5101.631348
	Iteration 45Q: 3 clusters Score -4335448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4335463.000000 Penalty: 5101.631348
	Iteration 46Q: 3 clusters Score -4335463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4335483.500000 Penalty: 5101.631348
	Iteration 47Q: 3 clusters Score -4335484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4335491.500000 Penalty: 5101.631348
	Iteration 48Q: 3 clusters Score -4335492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4335504.500000 Penalty: 5101.631348
	Iteration 49Q: 3 clusters Score -4335504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4335533.500000 Penalty: 5101.631348
	Iteration 50Q: 3 clusters Score -4335534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -4335550.500000 Penalty: 5101.631348
	Iteration 51Q: 3 clusters Score -4335550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4335569.000000 Penalty: 5101.631348
	Iteration 52Q: 3 clusters Score -4335569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4335573.000000 Penalty: 5101.631348
	Iteration 53Q: 3 clusters Score -4335573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4335586.000000 Penalty: 5101.631348
	Iteration 54Q: 3 clusters Score -4335586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4335602.500000 Penalty: 5101.631348
	Iteration 55Q: 3 clusters Score -4335602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4335605.000000 Penalty: 5101.631348
	Iteration 56Q: 3 clusters Score -4335605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4335616.000000 Penalty: 5101.631348
	Iteration 57Q: 3 clusters Score -4335616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4335620.000000 Penalty: 5101.631348
	Iteration 58Q: 3 clusters Score -4335620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4335618.000000 Penalty: 5101.631348
	Iteration 59Q: 3 clusters Score -4335618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4335625.000000 Penalty: 5101.631348
	Iteration 60F: 3 clusters Score -4335625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4335629.500000 Penalty: 5101.631348
	Iteration 61Q: 3 clusters Score -4335630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4335629.000000 Penalty: 5101.631348
	Iteration 62Q: 3 clusters Score -4335629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4335628.500000 Penalty: 5101.631348
	Iteration 63Q: 3 clusters Score -4335628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4335631.500000 Penalty: 5101.631348
	Iteration 64Q: 3 clusters Score -4335632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4335634.000000 Penalty: 5101.631348
	Iteration 65Q: 3 clusters Score -4335634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4335640.500000 Penalty: 5101.631348
	Iteration 66Q: 3 clusters Score -4335640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4335642.500000 Penalty: 5101.631348
	Iteration 67Q: 3 clusters Score -4335642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4335641.500000 Penalty: 5101.631348
	Iteration 68Q: 3 clusters Score -4335642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4335643.000000 Penalty: 5101.631348
	Iteration 69Q: 3 clusters Score -4335643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4335643.500000 Penalty: 5101.631348
	Iteration 70Q: 3 clusters Score -4335644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4335649.000000 Penalty: 5101.631348
	Iteration 71Q: 3 clusters Score -4335649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4335649.000000 Penalty: 5101.631348
	Iteration 72F: 3 clusters Score -4335649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Entering Unmasked Estep 
Score: -4461717.500000 Penalty: 2562.953613
	Iteration 0F: 2 clusters Score -4461718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -4440817.000000 Penalty: 5125.907227
	Iteration 0F: 3 clusters Score -4440817 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4448348.500000 Penalty: 5125.907227
	Iteration 1F: 3 clusters Score -4448348 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4448834.500000 Penalty: 5125.907227
	Iteration 2Q: 3 clusters Score -4448834 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4449347.500000 Penalty: 5125.907227
	Iteration 3Q: 3 clusters Score -4449348 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4449937.000000 Penalty: 5125.907227
	Iteration 4Q: 3 clusters Score -4449937 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4450685.000000 Penalty: 5125.907227
	Iteration 5F: 3 clusters Score -4450685 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4451554.500000 Penalty: 5125.907227
	Iteration 6F: 3 clusters Score -4451554 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4452574.500000 Penalty: 5125.907227
	Iteration 7F: 3 clusters Score -4452574 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4453668.000000 Penalty: 5125.907227
	Iteration 8F: 3 clusters Score -4453668 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4454697.000000 Penalty: 5125.907227
	Iteration 9F: 3 clusters Score -4454697 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4455578.500000 Penalty: 5125.907227
	Iteration 10Q: 3 clusters Score -4455578 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4456351.500000 Penalty: 5125.907227
	Iteration 11Q: 3 clusters Score -4456352 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4457027.000000 Penalty: 5125.907227
	Iteration 12Q: 3 clusters Score -4457027 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4457702.000000 Penalty: 5125.907227
	Iteration 13Q: 3 clusters Score -4457702 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4458214.500000 Penalty: 5125.907227
	Iteration 14Q: 3 clusters Score -4458214 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4458670.000000 Penalty: 5125.907227
	Iteration 15Q: 3 clusters Score -4458670 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4458977.500000 Penalty: 5125.907227
	Iteration 16Q: 3 clusters Score -4458978 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -4459224.000000 Penalty: 5125.907227
	Iteration 17Q: 3 clusters Score -4459224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4459371.000000 Penalty: 5125.907227
	Iteration 18Q: 3 clusters Score -4459371 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4459500.000000 Penalty: 5125.907227
	Iteration 19Q: 3 clusters Score -4459500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4459624.000000 Penalty: 5125.907227
	Iteration 20F: 3 clusters Score -4459624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4459683.000000 Penalty: 5125.907227
	Iteration 21Q: 3 clusters Score -4459683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4459742.500000 Penalty: 5125.907227
	Iteration 22Q: 3 clusters Score -4459742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4459782.500000 Penalty: 5125.907227
	Iteration 23Q: 3 clusters Score -4459782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4459837.500000 Penalty: 5125.907227
	Iteration 24Q: 3 clusters Score -4459838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4459868.500000 Penalty: 5125.907227
	Iteration 25Q: 3 clusters Score -4459868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4459894.500000 Penalty: 5125.907227
	Iteration 26Q: 3 clusters Score -4459894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4459920.500000 Penalty: 5125.907227
	Iteration 27Q: 3 clusters Score -4459920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4459936.500000 Penalty: 5125.907227
	Iteration 28Q: 3 clusters Score -4459936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4459955.000000 Penalty: 5125.907227
	Iteration 29Q: 3 clusters Score -4459955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4459970.000000 Penalty: 5125.907227
	Iteration 30Q: 3 clusters Score -4459970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4459982.500000 Penalty: 5125.907227
	Iteration 31Q: 3 clusters Score -4459982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4460000.000000 Penalty: 5125.907227
	Iteration 32Q: 3 clusters Score -4460000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -4460005.000000 Penalty: 5125.907227
	Iteration 33Q: 3 clusters Score -4460005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4460015.000000 Penalty: 5125.907227
	Iteration 34Q: 3 clusters Score -4460015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4460016.500000 Penalty: 5125.907227
	Iteration 35Q: 3 clusters Score -4460016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4460029.000000 Penalty: 5125.907227
	Iteration 36Q: 3 clusters Score -4460029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4460030.500000 Penalty: 5125.907227
	Iteration 37Q: 3 clusters Score -4460030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4460029.500000 Penalty: 5125.907227
	Iteration 38Q: 3 clusters Score -4460030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4460031.000000 Penalty: 5125.907227
	Iteration 39Q: 3 clusters Score -4460031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4460035.500000 Penalty: 5125.907227
	Iteration 40F: 3 clusters Score -4460036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4460042.000000 Penalty: 5125.907227
	Iteration 41Q: 3 clusters Score -4460042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4460035.500000 Penalty: 5125.907227
	Iteration 42Q: 3 clusters Score -4460036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4460035.000000 Penalty: 5125.907227
	Iteration 43Q: 3 clusters Score -4460035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4460035.500000 Penalty: 5125.907227
	Iteration 44Q: 3 clusters Score -4460036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4460037.500000 Penalty: 5125.907227
	Iteration 45Q: 3 clusters Score -4460038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4460037.500000 Penalty: 5125.907227
	Iteration 46Q: 3 clusters Score -4460038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4460044.000000 Penalty: 5125.907227
	Iteration 47Q: 3 clusters Score -4460044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4460047.000000 Penalty: 5125.907227
	Iteration 48Q: 3 clusters Score -4460047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4460049.500000 Penalty: 5125.907227
	Iteration 49Q: 3 clusters Score -4460050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4460049.000000 Penalty: 5125.907227
	Iteration 50Q: 3 clusters Score -4460049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4460059.500000 Penalty: 5125.907227
	Iteration 51Q: 3 clusters Score -4460060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4460064.500000 Penalty: 5125.907227
	Iteration 52Q: 3 clusters Score -4460064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4460067.000000 Penalty: 5125.907227
	Iteration 53Q: 3 clusters Score -4460067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4460066.000000 Penalty: 5125.907227
	Iteration 54Q: 3 clusters Score -4460066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4460070.500000 Penalty: 5125.907227
	Iteration 55Q: 3 clusters Score -4460070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4460072.000000 Penalty: 5125.907227
	Iteration 56Q: 3 clusters Score -4460072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4460074.000000 Penalty: 5125.907227
	Iteration 57Q: 3 clusters Score -4460074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4460074.000000 Penalty: 5125.907227
	Iteration 58Q: 3 clusters Score -4460074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4460076.500000 Penalty: 5125.907227
	Iteration 59Q: 3 clusters Score -4460076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4460076.000000 Penalty: 5125.907227
	Iteration 60F: 3 clusters Score -4460076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4460077.000000 Penalty: 5125.907227
	Iteration 61Q: 3 clusters Score -4460077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4460078.500000 Penalty: 5125.907227
	Iteration 62Q: 3 clusters Score -4460078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4460081.500000 Penalty: 5125.907227
	Iteration 63Q: 3 clusters Score -4460082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4460081.500000 Penalty: 5125.907227
	Iteration 64Q: 3 clusters Score -4460082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4460079.000000 Penalty: 5125.907227
	Iteration 65Q: 3 clusters Score -4460079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4460086.000000 Penalty: 5125.907227
	Iteration 66Q: 3 clusters Score -4460086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4460088.000000 Penalty: 5125.907227
	Iteration 67Q: 3 clusters Score -4460088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4460089.000000 Penalty: 5125.907227
	Iteration 68Q: 3 clusters Score -4460089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4460094.000000 Penalty: 5125.907227
	Iteration 69Q: 3 clusters Score -4460094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4460095.500000 Penalty: 5125.907227
	Iteration 70Q: 3 clusters Score -4460096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4460095.500000 Penalty: 5125.907227
	Iteration 71Q: 3 clusters Score -4460096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4460092.000000 Penalty: 5125.907227
	Iteration 72Q: 3 clusters Score -4460092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4460092.000000 Penalty: 5125.907227
	Iteration 73F: 3 clusters Score -4460092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Entering Unmasked Estep 
Score: -5581665.000000 Penalty: 2628.955566
	Iteration 0F: 2 clusters Score -5581665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5554465.500000 Penalty: 5257.911133
	Iteration 0F: 3 clusters Score -5554466 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5564572.500000 Penalty: 5257.911133
	Iteration 1F: 3 clusters Score -5564572 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5565255.000000 Penalty: 5257.911133
	Iteration 2Q: 3 clusters Score -5565255 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5566011.000000 Penalty: 5257.911133
	Iteration 3Q: 3 clusters Score -5566011 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5566862.000000 Penalty: 5257.911133
	Iteration 4Q: 3 clusters Score -5566862 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5567768.500000 Penalty: 5257.911133
	Iteration 5Q: 3 clusters Score -5567768 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5568685.000000 Penalty: 5257.911133
	Iteration 6Q: 3 clusters Score -5568685 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5569595.500000 Penalty: 5257.911133
	Iteration 7Q: 3 clusters Score -5569596 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5570556.000000 Penalty: 5257.911133
	Iteration 8Q: 3 clusters Score -5570556 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5571450.000000 Penalty: 5257.911133
	Iteration 9Q: 3 clusters Score -5571450 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5572340.000000 Penalty: 5257.911133
	Iteration 10Q: 3 clusters Score -5572340 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -5573192.500000 Penalty: 5257.911133
	Iteration 11Q: 3 clusters Score -5573192 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5574039.000000 Penalty: 5257.911133
	Iteration 12Q: 3 clusters Score -5574039 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5574842.000000 Penalty: 5257.911133
	Iteration 13Q: 3 clusters Score -5574842 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5575671.000000 Penalty: 5257.911133
	Iteration 14Q: 3 clusters Score -5575671 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5576384.000000 Penalty: 5257.911133
	Iteration 15Q: 3 clusters Score -5576384 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5577105.500000 Penalty: 5257.911133
	Iteration 16Q: 3 clusters Score -5577106 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -5577683.500000 Penalty: 5257.911133
	Iteration 17Q: 3 clusters Score -5577684 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -5578174.500000 Penalty: 5257.911133
	Iteration 18Q: 3 clusters Score -5578174 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5578558.500000 Penalty: 5257.911133
	Iteration 19Q: 3 clusters Score -5578558 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5578879.000000 Penalty: 5257.911133
	Iteration 20F: 3 clusters Score -5578879 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -5579116.500000 Penalty: 5257.911133
	Iteration 21Q: 3 clusters Score -5579116 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5579301.000000 Penalty: 5257.911133
	Iteration 22Q: 3 clusters Score -5579301 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5579393.500000 Penalty: 5257.911133
	Iteration 23Q: 3 clusters Score -5579394 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5579506.000000 Penalty: 5257.911133
	Iteration 24Q: 3 clusters Score -5579506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5579609.500000 Penalty: 5257.911133
	Iteration 25Q: 3 clusters Score -5579610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5579682.500000 Penalty: 5257.911133
	Iteration 26Q: 3 clusters Score -5579682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5579739.500000 Penalty: 5257.911133
	Iteration 27Q: 3 clusters Score -5579740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5579784.000000 Penalty: 5257.911133
	Iteration 28Q: 3 clusters Score -5579784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5579800.000000 Penalty: 5257.911133
	Iteration 29Q: 3 clusters Score -5579800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5579818.000000 Penalty: 5257.911133
	Iteration 30Q: 3 clusters Score -5579818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5579836.000000 Penalty: 5257.911133
	Iteration 31Q: 3 clusters Score -5579836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5579836.500000 Penalty: 5257.911133
	Iteration 32Q: 3 clusters Score -5579836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -5579872.500000 Penalty: 5257.911133
	Iteration 33Q: 3 clusters Score -5579872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5579863.500000 Penalty: 5257.911133
	Iteration 34Q: 3 clusters Score -5579864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5579870.500000 Penalty: 5257.911133
	Iteration 35Q: 3 clusters Score -5579870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -5579874.500000 Penalty: 5257.911133
	Iteration 36Q: 3 clusters Score -5579874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5579884.000000 Penalty: 5257.911133
	Iteration 37Q: 3 clusters Score -5579884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5579887.000000 Penalty: 5257.911133
	Iteration 38Q: 3 clusters Score -5579887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5579882.500000 Penalty: 5257.911133
	Iteration 39Q: 3 clusters Score -5579882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5579882.000000 Penalty: 5257.911133
	Iteration 40F: 3 clusters Score -5579882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5579884.500000 Penalty: 5257.911133
	Iteration 41Q: 3 clusters Score -5579884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5579883.000000 Penalty: 5257.911133
	Iteration 42Q: 3 clusters Score -5579883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5579879.500000 Penalty: 5257.911133
	Iteration 43Q: 3 clusters Score -5579880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5579875.500000 Penalty: 5257.911133
	Iteration 44Q: 3 clusters Score -5579876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5579875.500000 Penalty: 5257.911133
	Iteration 45F: 3 clusters Score -5579876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Entering Unmasked Estep 
Score: -3764720.500000 Penalty: 2525.518066
	Iteration 0F: 2 clusters Score -3764720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3746550.750000 Penalty: 5051.036133
	Iteration 0F: 3 clusters Score -3746551 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3753604.500000 Penalty: 5051.036133
	Iteration 1F: 3 clusters Score -3753604 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3755025.000000 Penalty: 5051.036133
	Iteration 2F: 3 clusters Score -3755025 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3756557.500000 Penalty: 5051.036133
	Iteration 3F: 3 clusters Score -3756558 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3758212.000000 Penalty: 5051.036133
	Iteration 4F: 3 clusters Score -3758212 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3759855.000000 Penalty: 5051.036133
	Iteration 5F: 3 clusters Score -3759855 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3761165.000000 Penalty: 5051.036133
	Iteration 6F: 3 clusters Score -3761165 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3762267.250000 Penalty: 5051.036133
	Iteration 7Q: 3 clusters Score -3762267 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3763218.000000 Penalty: 5051.036133
	Iteration 8Q: 3 clusters Score -3763218 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3763918.750000 Penalty: 5051.036133
	Iteration 9Q: 3 clusters Score -3763919 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3764204.750000 Penalty: 5051.036133
	Iteration 10Q: 3 clusters Score -3764205 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3764318.750000 Penalty: 5051.036133
	Iteration 11Q: 3 clusters Score -3764319 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3764358.750000 Penalty: 5051.036133
	Iteration 12Q: 3 clusters Score -3764359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3764377.500000 Penalty: 5051.036133
	Iteration 13Q: 3 clusters Score -3764378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3764390.000000 Penalty: 5051.036133
	Iteration 14Q: 3 clusters Score -3764390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3764407.250000 Penalty: 5051.036133
	Iteration 15Q: 3 clusters Score -3764407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3764413.500000 Penalty: 5051.036133
	Iteration 16Q: 3 clusters Score -3764414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3764422.250000 Penalty: 5051.036133
	Iteration 17Q: 3 clusters Score -3764422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3764428.250000 Penalty: 5051.036133
	Iteration 18Q: 3 clusters Score -3764428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3764425.750000 Penalty: 5051.036133
	Iteration 19Q: 3 clusters Score -3764426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3764433.750000 Penalty: 5051.036133
	Iteration 20F: 3 clusters Score -3764434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3764432.250000 Penalty: 5051.036133
	Iteration 21Q: 3 clusters Score -3764432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3764431.750000 Penalty: 5051.036133
	Iteration 22Q: 3 clusters Score -3764432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3764433.250000 Penalty: 5051.036133
	Iteration 23Q: 3 clusters Score -3764433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3764431.250000 Penalty: 5051.036133
	Iteration 24Q: 3 clusters Score -3764431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3764431.250000 Penalty: 5051.036133
	Iteration 25F: 3 clusters Score -3764431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Entering Unmasked Estep 
Score: -6484378.000000 Penalty: 2651.884033
	Iteration 0F: 2 clusters Score -6484378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6454530.500000 Penalty: 5303.768066
	Iteration 0F: 3 clusters Score -6454530 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -6465503.000000 Penalty: 5303.768066
	Iteration 1F: 3 clusters Score -6465503 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6465973.000000 Penalty: 5303.768066
	Iteration 2Q: 3 clusters Score -6465973 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6466373.500000 Penalty: 5303.768066
	Iteration 3Q: 3 clusters Score -6466374 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6466795.000000 Penalty: 5303.768066
	Iteration 4Q: 3 clusters Score -6466795 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -6467121.500000 Penalty: 5303.768066
	Iteration 5Q: 3 clusters Score -6467122 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6467593.000000 Penalty: 5303.768066
	Iteration 6Q: 3 clusters Score -6467593 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6468205.500000 Penalty: 5303.768066
	Iteration 7Q: 3 clusters Score -6468206 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -6469185.000000 Penalty: 5303.768066
	Iteration 8Q: 3 clusters Score -6469185 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -6470682.500000 Penalty: 5303.768066
	Iteration 9F: 3 clusters Score -6470682 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -6472780.500000 Penalty: 5303.768066
	Iteration 10F: 3 clusters Score -6472780 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6475296.500000 Penalty: 5303.768066
	Iteration 11F: 3 clusters Score -6475296 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6477794.000000 Penalty: 5303.768066
	Iteration 12F: 3 clusters Score -6477794 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6479624.000000 Penalty: 5303.768066
	Iteration 13Q: 3 clusters Score -6479624 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -6480704.000000 Penalty: 5303.768066
	Iteration 14Q: 3 clusters Score -6480704 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6481319.000000 Penalty: 5303.768066
	Iteration 15Q: 3 clusters Score -6481319 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6481602.500000 Penalty: 5303.768066
	Iteration 16Q: 3 clusters Score -6481602 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6481809.000000 Penalty: 5303.768066
	Iteration 17Q: 3 clusters Score -6481809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -6481945.000000 Penalty: 5303.768066
	Iteration 18Q: 3 clusters Score -6481945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6482000.500000 Penalty: 5303.768066
	Iteration 19Q: 3 clusters Score -6482000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -6482047.500000 Penalty: 5303.768066
	Iteration 20F: 3 clusters Score -6482048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6482057.000000 Penalty: 5303.768066
	Iteration 21Q: 3 clusters Score -6482057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6482069.000000 Penalty: 5303.768066
	Iteration 22Q: 3 clusters Score -6482069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6482098.500000 Penalty: 5303.768066
	Iteration 23Q: 3 clusters Score -6482098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6482115.500000 Penalty: 5303.768066
	Iteration 24Q: 3 clusters Score -6482116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6482109.500000 Penalty: 5303.768066
	Iteration 25Q: 3 clusters Score -6482110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -6482127.000000 Penalty: 5303.768066
	Iteration 26Q: 3 clusters Score -6482127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -6482141.500000 Penalty: 5303.768066
	Iteration 27Q: 3 clusters Score -6482142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -6482151.000000 Penalty: 5303.768066
	Iteration 28Q: 3 clusters Score -6482151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6482169.000000 Penalty: 5303.768066
	Iteration 29Q: 3 clusters Score -6482169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6482170.000000 Penalty: 5303.768066
	Iteration 30Q: 3 clusters Score -6482170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -6482170.500000 Penalty: 5303.768066
	Iteration 31Q: 3 clusters Score -6482170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6482181.000000 Penalty: 5303.768066
	Iteration 32Q: 3 clusters Score -6482181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6482178.000000 Penalty: 5303.768066
	Iteration 33Q: 3 clusters Score -6482178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -6482176.000000 Penalty: 5303.768066
	Iteration 34Q: 3 clusters Score -6482176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6482176.000000 Penalty: 5303.768066
	Iteration 35Q: 3 clusters Score -6482176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -6482181.000000 Penalty: 5303.768066
	Iteration 36Q: 3 clusters Score -6482181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -6482180.500000 Penalty: 5303.768066
	Iteration 37Q: 3 clusters Score -6482180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6482185.500000 Penalty: 5303.768066
	Iteration 38Q: 3 clusters Score -6482186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -6482178.500000 Penalty: 5303.768066
	Iteration 39Q: 3 clusters Score -6482178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6482183.000000 Penalty: 5303.768066
	Iteration 40F: 3 clusters Score -6482183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -6482184.000000 Penalty: 5303.768066
	Iteration 41Q: 3 clusters Score -6482184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -6482184.500000 Penalty: 5303.768066
	Iteration 42Q: 3 clusters Score -6482184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6482180.500000 Penalty: 5303.768066
	Iteration 43Q: 3 clusters Score -6482180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6482180.000000 Penalty: 5303.768066
	Iteration 44Q: 3 clusters Score -6482180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6482180.000000 Penalty: 5303.768066
	Iteration 45F: 3 clusters Score -6482180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -834165.062500 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -834165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -829071.250000 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -829071.2 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -830380.187500 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -830380.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -830615.750000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -830615.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -830756.000000 Penalty: 4296.001953
	Iteration 3Q: 3 clusters Score -830756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -830874.375000 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -830874.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -830982.625000 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -830982.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -831111.625000 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -831111.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -831234.437500 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -831234.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -831372.125000 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -831372.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -831512.000000 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -831512 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -831668.437500 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -831668.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -831820.812500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -831820.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -831962.187500 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -831962.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -832097.000000 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -832097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -832195.375000 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -832195.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -832276.000000 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -832276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -832336.750000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -832336.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -832371.937500 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -832371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -832396.625000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -832396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832416.437500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -832416.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -832430.625000 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -832430.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -832440.250000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -832440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -832451.375000 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -832451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -832458.312500 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -832458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -832463.375000 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -832463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -832466.625000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -832466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -832468.187500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -832468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -832470.750000 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -832470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -832472.062500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -832472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -832474.062500 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -832474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -832478.062500 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -832478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -832479.437500 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -832479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -832479.437500 Penalty: 4296.001953
	Iteration 32F: 3 clusters Score -832479.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Entering Unmasked Estep 
Score: -15711745.000000 Penalty: 2871.081787
	Iteration 0F: 2 clusters Score -1.571174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -15641881.000000 Penalty: 5742.163574
	Iteration 0F: 3 clusters Score -1.564188e+07 nChanged 50492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -15670561.000000 Penalty: 5742.163574
	Iteration 1F: 3 clusters Score -1.567056e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -15671331.000000 Penalty: 5742.163574
	Iteration 2Q: 3 clusters Score -1.567133e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -15672052.000000 Penalty: 5742.163574
	Iteration 3Q: 3 clusters Score -1.567205e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -15672999.000000 Penalty: 5742.163574
	Iteration 4Q: 3 clusters Score -1.5673e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -15673995.000000 Penalty: 5742.163574
	Iteration 5Q: 3 clusters Score -1.5674e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -15675488.000000 Penalty: 5742.163574
	Iteration 6Q: 3 clusters Score -1.567549e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -15677940.000000 Penalty: 5742.163574
	Iteration 7Q: 3 clusters Score -1.567794e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -15681506.000000 Penalty: 5742.163574
	Iteration 8F: 3 clusters Score -1.568151e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -15686975.000000 Penalty: 5742.163574
	Iteration 9F: 3 clusters Score -1.568698e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -15693148.000000 Penalty: 5742.163574
	Iteration 10F: 3 clusters Score -1.569315e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -15697355.000000 Penalty: 5742.163574
	Iteration 11F: 3 clusters Score -1.569736e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -15700056.000000 Penalty: 5742.163574
	Iteration 12Q: 3 clusters Score -1.570006e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -15702551.000000 Penalty: 5742.163574
	Iteration 13Q: 3 clusters Score -1.570255e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -15705567.000000 Penalty: 5742.163574
	Iteration 14Q: 3 clusters Score -1.570557e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -15708754.000000 Penalty: 5742.163574
	Iteration 15Q: 3 clusters Score -1.570875e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -15711240.000000 Penalty: 5742.163574
	Iteration 16Q: 3 clusters Score -1.571124e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -15712874.000000 Penalty: 5742.163574
	Iteration 17Q: 3 clusters Score -1.571287e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -15713606.000000 Penalty: 5742.163574
	Iteration 18Q: 3 clusters Score -1.571361e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -15713926.000000 Penalty: 5742.163574
	Iteration 19Q: 3 clusters Score -1.571393e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -15714058.000000 Penalty: 5742.163574
	Iteration 20F: 3 clusters Score -1.571406e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -15714123.000000 Penalty: 5742.163574
	Iteration 21Q: 3 clusters Score -1.571412e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -15714160.000000 Penalty: 5742.163574
	Iteration 22Q: 3 clusters Score -1.571416e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -15714178.000000 Penalty: 5742.163574
	Iteration 23Q: 3 clusters Score -1.571418e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -15714192.000000 Penalty: 5742.163574
	Iteration 24Q: 3 clusters Score -1.571419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -15714205.000000 Penalty: 5742.163574
	Iteration 25Q: 3 clusters Score -1.57142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -15714215.000000 Penalty: 5742.163574
	Iteration 26Q: 3 clusters Score -1.571422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -15714219.000000 Penalty: 5742.163574
	Iteration 27Q: 3 clusters Score -1.571422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -15714228.000000 Penalty: 5742.163574
	Iteration 28Q: 3 clusters Score -1.571423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -15714235.000000 Penalty: 5742.163574
	Iteration 29Q: 3 clusters Score -1.571424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -15714233.000000 Penalty: 5742.163574
	Iteration 30Q: 3 clusters Score -1.571423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -15714236.000000 Penalty: 5742.163574
	Iteration 31Q: 3 clusters Score -1.571424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -15714242.000000 Penalty: 5742.163574
	Iteration 32Q: 3 clusters Score -1.571424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -15714222.000000 Penalty: 5742.163574
	Iteration 33Q: 3 clusters Score -1.571422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -15714211.000000 Penalty: 5742.163574
	Iteration 34Q: 3 clusters Score -1.571421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -15714225.000000 Penalty: 5742.163574
	Iteration 35Q: 3 clusters Score -1.571422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -15714224.000000 Penalty: 5742.163574
	Iteration 36Q: 3 clusters Score -1.571422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -15714228.000000 Penalty: 5742.163574
	Iteration 37Q: 3 clusters Score -1.571423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -15714211.000000 Penalty: 5742.163574
	Iteration 38Q: 3 clusters Score -1.571421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -15714229.000000 Penalty: 5742.163574
	Iteration 39Q: 3 clusters Score -1.571423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -15714221.000000 Penalty: 5742.163574
	Iteration 40F: 3 clusters Score -1.571422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -15714224.000000 Penalty: 5742.163574
	Iteration 41Q: 3 clusters Score -1.571422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -15714224.000000 Penalty: 5742.163574
	Iteration 42F: 3 clusters Score -1.571422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29306 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 26464 members 
Mstep: Class 9 contains 44050 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 40024 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53390 members 
Mstep: Class 19 contains 13647 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161422 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204686 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 64996 members 
Entering Unmasked Estep 
Score: -128954456.000000 Penalty: 105449.875000
Splitting cluster 11 changes total score from -128952112.000000 to -128954456.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (40024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Entering Unmasked Estep 
Score: -5932968.500000 Penalty: 2628.114258
	Iteration 0F: 2 clusters Score -5932968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5905757.500000 Penalty: 5256.228516
	Iteration 0F: 3 clusters Score -5905758 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5915702.000000 Penalty: 5256.228516
	Iteration 1F: 3 clusters Score -5915702 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5916181.500000 Penalty: 5256.228516
	Iteration 2Q: 3 clusters Score -5916182 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5916582.000000 Penalty: 5256.228516
	Iteration 3Q: 3 clusters Score -5916582 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5916972.500000 Penalty: 5256.228516
	Iteration 4Q: 3 clusters Score -5916972 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5917284.500000 Penalty: 5256.228516
	Iteration 5Q: 3 clusters Score -5917284 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5917685.500000 Penalty: 5256.228516
	Iteration 6Q: 3 clusters Score -5917686 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5918142.500000 Penalty: 5256.228516
	Iteration 7Q: 3 clusters Score -5918142 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5918775.000000 Penalty: 5256.228516
	Iteration 8Q: 3 clusters Score -5918775 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5919714.000000 Penalty: 5256.228516
	Iteration 9Q: 3 clusters Score -5919714 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5921157.000000 Penalty: 5256.228516
	Iteration 10F: 3 clusters Score -5921157 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -5923281.500000 Penalty: 5256.228516
	Iteration 11F: 3 clusters Score -5923282 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5925751.000000 Penalty: 5256.228516
	Iteration 12F: 3 clusters Score -5925751 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5927930.000000 Penalty: 5256.228516
	Iteration 13F: 3 clusters Score -5927930 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5929267.000000 Penalty: 5256.228516
	Iteration 14Q: 3 clusters Score -5929267 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5929959.000000 Penalty: 5256.228516
	Iteration 15Q: 3 clusters Score -5929959 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5930261.000000 Penalty: 5256.228516
	Iteration 16Q: 3 clusters Score -5930261 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5930430.000000 Penalty: 5256.228516
	Iteration 17Q: 3 clusters Score -5930430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5930517.500000 Penalty: 5256.228516
	Iteration 18Q: 3 clusters Score -5930518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5930579.000000 Penalty: 5256.228516
	Iteration 19Q: 3 clusters Score -5930579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5930617.000000 Penalty: 5256.228516
	Iteration 20F: 3 clusters Score -5930617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5930631.000000 Penalty: 5256.228516
	Iteration 21Q: 3 clusters Score -5930631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5930653.000000 Penalty: 5256.228516
	Iteration 22Q: 3 clusters Score -5930653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5930658.500000 Penalty: 5256.228516
	Iteration 23Q: 3 clusters Score -5930658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5930665.000000 Penalty: 5256.228516
	Iteration 24Q: 3 clusters Score -5930665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5930676.000000 Penalty: 5256.228516
	Iteration 25Q: 3 clusters Score -5930676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5930676.000000 Penalty: 5256.228516
	Iteration 26Q: 3 clusters Score -5930676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5930678.500000 Penalty: 5256.228516
	Iteration 27Q: 3 clusters Score -5930678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5930682.500000 Penalty: 5256.228516
	Iteration 28Q: 3 clusters Score -5930682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5930681.500000 Penalty: 5256.228516
	Iteration 29Q: 3 clusters Score -5930682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5930681.500000 Penalty: 5256.228516
	Iteration 30F: 3 clusters Score -5930682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1543738.375000 Penalty: 2306.150146
	Iteration 0F: 2 clusters Score -1543738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1535561.375000 Penalty: 4612.300293
	Iteration 0F: 3 clusters Score -1535561 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1538072.375000 Penalty: 4612.300293
	Iteration 1F: 3 clusters Score -1538072 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1538381.125000 Penalty: 4612.300293
	Iteration 2F: 3 clusters Score -1538381 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1538619.250000 Penalty: 4612.300293
	Iteration 3Q: 3 clusters Score -1538619 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1538799.875000 Penalty: 4612.300293
	Iteration 4Q: 3 clusters Score -1538800 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1538945.375000 Penalty: 4612.300293
	Iteration 5Q: 3 clusters Score -1538945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1539079.000000 Penalty: 4612.300293
	Iteration 6Q: 3 clusters Score -1539079 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1539238.500000 Penalty: 4612.300293
	Iteration 7Q: 3 clusters Score -1539238 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1539476.875000 Penalty: 4612.300293
	Iteration 8Q: 3 clusters Score -1539477 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1539800.250000 Penalty: 4612.300293
	Iteration 9Q: 3 clusters Score -1539800 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1540278.375000 Penalty: 4612.300293
	Iteration 10Q: 3 clusters Score -1540278 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1540791.250000 Penalty: 4612.300293
	Iteration 11F: 3 clusters Score -1540791 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1541242.500000 Penalty: 4612.300293
	Iteration 12F: 3 clusters Score -1541242 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1541601.750000 Penalty: 4612.300293
	Iteration 13Q: 3 clusters Score -1541602 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1541822.750000 Penalty: 4612.300293
	Iteration 14Q: 3 clusters Score -1541823 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1541937.750000 Penalty: 4612.300293
	Iteration 15Q: 3 clusters Score -1541938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1542001.000000 Penalty: 4612.300293
	Iteration 16Q: 3 clusters Score -1542001 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1542060.750000 Penalty: 4612.300293
	Iteration 17Q: 3 clusters Score -1542061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1542099.750000 Penalty: 4612.300293
	Iteration 18Q: 3 clusters Score -1542100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1542125.875000 Penalty: 4612.300293
	Iteration 19Q: 3 clusters Score -1542126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1542146.750000 Penalty: 4612.300293
	Iteration 20F: 3 clusters Score -1542147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1542153.625000 Penalty: 4612.300293
	Iteration 21Q: 3 clusters Score -1542154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1542163.250000 Penalty: 4612.300293
	Iteration 22Q: 3 clusters Score -1542163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1542169.625000 Penalty: 4612.300293
	Iteration 23Q: 3 clusters Score -1542170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1542171.000000 Penalty: 4612.300293
	Iteration 24Q: 3 clusters Score -1542171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1542172.125000 Penalty: 4612.300293
	Iteration 25Q: 3 clusters Score -1542172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1542175.125000 Penalty: 4612.300293
	Iteration 26Q: 3 clusters Score -1542175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1542177.625000 Penalty: 4612.300293
	Iteration 27Q: 3 clusters Score -1542178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1542178.375000 Penalty: 4612.300293
	Iteration 28Q: 3 clusters Score -1542178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1542179.500000 Penalty: 4612.300293
	Iteration 29Q: 3 clusters Score -1542180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1542186.250000 Penalty: 4612.300293
	Iteration 30Q: 3 clusters Score -1542186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1542185.125000 Penalty: 4612.300293
	Iteration 31Q: 3 clusters Score -1542185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1542183.500000 Penalty: 4612.300293
	Iteration 32Q: 3 clusters Score -1542184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1542186.750000 Penalty: 4612.300293
	Iteration 33Q: 3 clusters Score -1542187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1542186.000000 Penalty: 4612.300293
	Iteration 34Q: 3 clusters Score -1542186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1542185.875000 Penalty: 4612.300293
	Iteration 35Q: 3 clusters Score -1542186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1542187.500000 Penalty: 4612.300293
	Iteration 36Q: 3 clusters Score -1542188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1542187.500000 Penalty: 4612.300293
	Iteration 37Q: 3 clusters Score -1542188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1542187.500000 Penalty: 4612.300293
	Iteration 38F: 3 clusters Score -1542188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 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 170 members 
Entering Unmasked Estep 
Score: -42483.445312 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42483.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42609.824219 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42609.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42647.472656 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42647.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42655.140625 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42655.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42664.640625 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42664.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42675.839844 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -42675.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42684.617188 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -42684.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42687.710938 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -42687.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42689.839844 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -42689.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42697.085938 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -42697.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42703.023438 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -42703.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42703.023438 Penalty: 2879.346924
	Iteration 11F: 3 clusters Score -42703.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Entering Unmasked Estep 
Score: -2047788.500000 Penalty: 2391.101562
	Iteration 0F: 2 clusters Score -2047788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2036591.625000 Penalty: 4782.203125
	Iteration 0F: 3 clusters Score -2036592 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2040359.375000 Penalty: 4782.203125
	Iteration 1F: 3 clusters Score -2040359 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2040827.125000 Penalty: 4782.203125
	Iteration 2F: 3 clusters Score -2040827 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2041208.750000 Penalty: 4782.203125
	Iteration 3F: 3 clusters Score -2041209 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2041525.250000 Penalty: 4782.203125
	Iteration 4Q: 3 clusters Score -2041525 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2041805.750000 Penalty: 4782.203125
	Iteration 5Q: 3 clusters Score -2041806 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2042035.000000 Penalty: 4782.203125
	Iteration 6Q: 3 clusters Score -2042035 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2042247.750000 Penalty: 4782.203125
	Iteration 7Q: 3 clusters Score -2042248 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2042487.875000 Penalty: 4782.203125
	Iteration 8Q: 3 clusters Score -2042488 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2042734.250000 Penalty: 4782.203125
	Iteration 9Q: 3 clusters Score -2042734 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2042988.625000 Penalty: 4782.203125
	Iteration 10Q: 3 clusters Score -2042989 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2043237.000000 Penalty: 4782.203125
	Iteration 11Q: 3 clusters Score -2043237 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2043497.750000 Penalty: 4782.203125
	Iteration 12Q: 3 clusters Score -2043498 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2043728.125000 Penalty: 4782.203125
	Iteration 13Q: 3 clusters Score -2043728 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2043951.125000 Penalty: 4782.203125
	Iteration 14Q: 3 clusters Score -2043951 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2044159.250000 Penalty: 4782.203125
	Iteration 15Q: 3 clusters Score -2044159 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2044363.500000 Penalty: 4782.203125
	Iteration 16Q: 3 clusters Score -2044364 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2044546.000000 Penalty: 4782.203125
	Iteration 17Q: 3 clusters Score -2044546 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2044722.500000 Penalty: 4782.203125
	Iteration 18Q: 3 clusters Score -2044722 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2044871.750000 Penalty: 4782.203125
	Iteration 19Q: 3 clusters Score -2044872 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2045012.125000 Penalty: 4782.203125
	Iteration 20F: 3 clusters Score -2045012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2045117.250000 Penalty: 4782.203125
	Iteration 21Q: 3 clusters Score -2045117 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2045209.625000 Penalty: 4782.203125
	Iteration 22Q: 3 clusters Score -2045210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2045291.375000 Penalty: 4782.203125
	Iteration 23Q: 3 clusters Score -2045291 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2045356.250000 Penalty: 4782.203125
	Iteration 24Q: 3 clusters Score -2045356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2045422.000000 Penalty: 4782.203125
	Iteration 25Q: 3 clusters Score -2045422 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2045478.750000 Penalty: 4782.203125
	Iteration 26Q: 3 clusters Score -2045479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2045545.500000 Penalty: 4782.203125
	Iteration 27Q: 3 clusters Score -2045546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2045602.875000 Penalty: 4782.203125
	Iteration 28Q: 3 clusters Score -2045603 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2045672.250000 Penalty: 4782.203125
	Iteration 29Q: 3 clusters Score -2045672 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2045744.750000 Penalty: 4782.203125
	Iteration 30Q: 3 clusters Score -2045745 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2045801.250000 Penalty: 4782.203125
	Iteration 31Q: 3 clusters Score -2045801 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2045832.125000 Penalty: 4782.203125
	Iteration 32Q: 3 clusters Score -2045832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2045865.500000 Penalty: 4782.203125
	Iteration 33Q: 3 clusters Score -2045866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2045907.625000 Penalty: 4782.203125
	Iteration 34Q: 3 clusters Score -2045908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2045954.000000 Penalty: 4782.203125
	Iteration 35Q: 3 clusters Score -2045954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2045980.750000 Penalty: 4782.203125
	Iteration 36Q: 3 clusters Score -2045981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2046005.750000 Penalty: 4782.203125
	Iteration 37Q: 3 clusters Score -2046006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2046023.375000 Penalty: 4782.203125
	Iteration 38Q: 3 clusters Score -2046023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2046039.500000 Penalty: 4782.203125
	Iteration 39Q: 3 clusters Score -2046040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2046053.500000 Penalty: 4782.203125
	Iteration 40F: 3 clusters Score -2046054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2046072.375000 Penalty: 4782.203125
	Iteration 41Q: 3 clusters Score -2046072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2046088.500000 Penalty: 4782.203125
	Iteration 42Q: 3 clusters Score -2046088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2046112.500000 Penalty: 4782.203125
	Iteration 43Q: 3 clusters Score -2046112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2046132.750000 Penalty: 4782.203125
	Iteration 44Q: 3 clusters Score -2046133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2046144.625000 Penalty: 4782.203125
	Iteration 45Q: 3 clusters Score -2046145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2046165.250000 Penalty: 4782.203125
	Iteration 46Q: 3 clusters Score -2046165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2046180.375000 Penalty: 4782.203125
	Iteration 47Q: 3 clusters Score -2046180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2046191.250000 Penalty: 4782.203125
	Iteration 48Q: 3 clusters Score -2046191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2046201.250000 Penalty: 4782.203125
	Iteration 49Q: 3 clusters Score -2046201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2046208.625000 Penalty: 4782.203125
	Iteration 50Q: 3 clusters Score -2046209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2046216.000000 Penalty: 4782.203125
	Iteration 51Q: 3 clusters Score -2046216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2046224.250000 Penalty: 4782.203125
	Iteration 52Q: 3 clusters Score -2046224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2046238.125000 Penalty: 4782.203125
	Iteration 53Q: 3 clusters Score -2046238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2046246.125000 Penalty: 4782.203125
	Iteration 54Q: 3 clusters Score -2046246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2046254.500000 Penalty: 4782.203125
	Iteration 55Q: 3 clusters Score -2046254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2046259.500000 Penalty: 4782.203125
	Iteration 56Q: 3 clusters Score -2046260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2046266.000000 Penalty: 4782.203125
	Iteration 57Q: 3 clusters Score -2046266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2046269.375000 Penalty: 4782.203125
	Iteration 58Q: 3 clusters Score -2046269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2046272.375000 Penalty: 4782.203125
	Iteration 59Q: 3 clusters Score -2046272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2046276.625000 Penalty: 4782.203125
	Iteration 60F: 3 clusters Score -2046277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2046278.000000 Penalty: 4782.203125
	Iteration 61Q: 3 clusters Score -2046278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2046278.000000 Penalty: 4782.203125
	Iteration 62Q: 3 clusters Score -2046278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2046279.250000 Penalty: 4782.203125
	Iteration 63Q: 3 clusters Score -2046279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2046286.000000 Penalty: 4782.203125
	Iteration 64Q: 3 clusters Score -2046286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2046284.875000 Penalty: 4782.203125
	Iteration 65Q: 3 clusters Score -2046285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2046285.875000 Penalty: 4782.203125
	Iteration 66Q: 3 clusters Score -2046286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2046288.000000 Penalty: 4782.203125
	Iteration 67Q: 3 clusters Score -2046288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2046288.000000 Penalty: 4782.203125
	Iteration 68F: 3 clusters Score -2046288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20950.740234 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20950.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21062.689453 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21062.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21083.402344 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21090.828125 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21090.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21092.205078 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21092.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21092.205078 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -21092.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Entering Unmasked Estep 
Score: -3618312.500000 Penalty: 2516.374023
	Iteration 0F: 2 clusters Score -3618312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3600585.000000 Penalty: 5032.748047
	Iteration 0F: 3 clusters Score -3600585 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3606894.500000 Penalty: 5032.748047
	Iteration 1F: 3 clusters Score -3606894 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3607429.000000 Penalty: 5032.748047
	Iteration 2F: 3 clusters Score -3607429 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3607907.750000 Penalty: 5032.748047
	Iteration 3Q: 3 clusters Score -3607908 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3608393.000000 Penalty: 5032.748047
	Iteration 4Q: 3 clusters Score -3608393 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3608981.250000 Penalty: 5032.748047
	Iteration 5Q: 3 clusters Score -3608981 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3609700.750000 Penalty: 5032.748047
	Iteration 6F: 3 clusters Score -3609701 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3610615.250000 Penalty: 5032.748047
	Iteration 7F: 3 clusters Score -3610615 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3611618.000000 Penalty: 5032.748047
	Iteration 8F: 3 clusters Score -3611618 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3612683.000000 Penalty: 5032.748047
	Iteration 9F: 3 clusters Score -3612683 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3613585.500000 Penalty: 5032.748047
	Iteration 10Q: 3 clusters Score -3613586 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3614300.750000 Penalty: 5032.748047
	Iteration 11Q: 3 clusters Score -3614301 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3614799.500000 Penalty: 5032.748047
	Iteration 12Q: 3 clusters Score -3614800 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3615120.750000 Penalty: 5032.748047
	Iteration 13Q: 3 clusters Score -3615121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3615378.250000 Penalty: 5032.748047
	Iteration 14Q: 3 clusters Score -3615378 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3615646.000000 Penalty: 5032.748047
	Iteration 15Q: 3 clusters Score -3615646 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3615921.500000 Penalty: 5032.748047
	Iteration 16Q: 3 clusters Score -3615922 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3616224.250000 Penalty: 5032.748047
	Iteration 17Q: 3 clusters Score -3616224 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3616574.750000 Penalty: 5032.748047
	Iteration 18Q: 3 clusters Score -3616575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3616880.250000 Penalty: 5032.748047
	Iteration 19Q: 3 clusters Score -3616880 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3617092.500000 Penalty: 5032.748047
	Iteration 20F: 3 clusters Score -3617092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3617214.500000 Penalty: 5032.748047
	Iteration 21Q: 3 clusters Score -3617214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3617291.000000 Penalty: 5032.748047
	Iteration 22Q: 3 clusters Score -3617291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3617317.500000 Penalty: 5032.748047
	Iteration 23Q: 3 clusters Score -3617318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3617339.500000 Penalty: 5032.748047
	Iteration 24Q: 3 clusters Score -3617340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3617347.750000 Penalty: 5032.748047
	Iteration 25Q: 3 clusters Score -3617348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3617354.750000 Penalty: 5032.748047
	Iteration 26Q: 3 clusters Score -3617355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3617359.000000 Penalty: 5032.748047
	Iteration 27Q: 3 clusters Score -3617359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3617362.250000 Penalty: 5032.748047
	Iteration 28Q: 3 clusters Score -3617362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3617358.750000 Penalty: 5032.748047
	Iteration 29Q: 3 clusters Score -3617359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3617363.250000 Penalty: 5032.748047
	Iteration 30Q: 3 clusters Score -3617363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3617366.500000 Penalty: 5032.748047
	Iteration 31Q: 3 clusters Score -3617366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3617369.250000 Penalty: 5032.748047
	Iteration 32Q: 3 clusters Score -3617369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3617368.500000 Penalty: 5032.748047
	Iteration 33Q: 3 clusters Score -3617368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3617368.500000 Penalty: 5032.748047
	Iteration 34F: 3 clusters Score -3617368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Entering Unmasked Estep 
Score: -7871273.000000 Penalty: 2699.573975
	Iteration 0F: 2 clusters Score -7871273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -7835374.000000 Penalty: 5399.147949
	Iteration 0F: 3 clusters Score -7835374 nChanged 24792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7849175.000000 Penalty: 5399.147949
	Iteration 1F: 3 clusters Score -7849175 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -7849641.000000 Penalty: 5399.147949
	Iteration 2Q: 3 clusters Score -7849641 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -7850097.500000 Penalty: 5399.147949
	Iteration 3Q: 3 clusters Score -7850098 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -7850457.000000 Penalty: 5399.147949
	Iteration 4Q: 3 clusters Score -7850457 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -7850824.500000 Penalty: 5399.147949
	Iteration 5Q: 3 clusters Score -7850824 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -7851152.000000 Penalty: 5399.147949
	Iteration 6Q: 3 clusters Score -7851152 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -7851496.500000 Penalty: 5399.147949
	Iteration 7Q: 3 clusters Score -7851496 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7851944.500000 Penalty: 5399.147949
	Iteration 8Q: 3 clusters Score -7851944 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -7852457.000000 Penalty: 5399.147949
	Iteration 9Q: 3 clusters Score -7852457 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -7853109.500000 Penalty: 5399.147949
	Iteration 10Q: 3 clusters Score -7853110 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -7854088.000000 Penalty: 5399.147949
	Iteration 11Q: 3 clusters Score -7854088 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7855618.000000 Penalty: 5399.147949
	Iteration 12Q: 3 clusters Score -7855618 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -7857695.500000 Penalty: 5399.147949
	Iteration 13F: 3 clusters Score -7857696 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -7859779.500000 Penalty: 5399.147949
	Iteration 14F: 3 clusters Score -7859780 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -7861535.500000 Penalty: 5399.147949
	Iteration 15Q: 3 clusters Score -7861536 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -7862688.000000 Penalty: 5399.147949
	Iteration 16Q: 3 clusters Score -7862688 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -7863362.500000 Penalty: 5399.147949
	Iteration 17Q: 3 clusters Score -7863362 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -7864016.500000 Penalty: 5399.147949
	Iteration 18Q: 3 clusters Score -7864016 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -7864561.500000 Penalty: 5399.147949
	Iteration 19Q: 3 clusters Score -7864562 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7865074.000000 Penalty: 5399.147949
	Iteration 20F: 3 clusters Score -7865074 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7865635.500000 Penalty: 5399.147949
	Iteration 21Q: 3 clusters Score -7865636 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7866165.000000 Penalty: 5399.147949
	Iteration 22Q: 3 clusters Score -7866165 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7866611.500000 Penalty: 5399.147949
	Iteration 23Q: 3 clusters Score -7866612 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7867091.500000 Penalty: 5399.147949
	Iteration 24Q: 3 clusters Score -7867092 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7867473.000000 Penalty: 5399.147949
	Iteration 25Q: 3 clusters Score -7867473 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7867790.000000 Penalty: 5399.147949
	Iteration 26Q: 3 clusters Score -7867790 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7868023.000000 Penalty: 5399.147949
	Iteration 27Q: 3 clusters Score -7868023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7868223.500000 Penalty: 5399.147949
	Iteration 28Q: 3 clusters Score -7868224 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7868399.000000 Penalty: 5399.147949
	Iteration 29Q: 3 clusters Score -7868399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7868548.000000 Penalty: 5399.147949
	Iteration 30Q: 3 clusters Score -7868548 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7868636.000000 Penalty: 5399.147949
	Iteration 31Q: 3 clusters Score -7868636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7868724.500000 Penalty: 5399.147949
	Iteration 32Q: 3 clusters Score -7868724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7868790.500000 Penalty: 5399.147949
	Iteration 33Q: 3 clusters Score -7868790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7868846.500000 Penalty: 5399.147949
	Iteration 34Q: 3 clusters Score -7868846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7868869.500000 Penalty: 5399.147949
	Iteration 35Q: 3 clusters Score -7868870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7868907.000000 Penalty: 5399.147949
	Iteration 36Q: 3 clusters Score -7868907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7868914.000000 Penalty: 5399.147949
	Iteration 37Q: 3 clusters Score -7868914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7868943.500000 Penalty: 5399.147949
	Iteration 38Q: 3 clusters Score -7868944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7868959.000000 Penalty: 5399.147949
	Iteration 39Q: 3 clusters Score -7868959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7868973.000000 Penalty: 5399.147949
	Iteration 40F: 3 clusters Score -7868973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7868976.500000 Penalty: 5399.147949
	Iteration 41Q: 3 clusters Score -7868976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7868974.000000 Penalty: 5399.147949
	Iteration 42Q: 3 clusters Score -7868974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7868987.000000 Penalty: 5399.147949
	Iteration 43Q: 3 clusters Score -7868987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7868992.000000 Penalty: 5399.147949
	Iteration 44Q: 3 clusters Score -7868992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7869008.500000 Penalty: 5399.147949
	Iteration 45Q: 3 clusters Score -7869008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7869021.000000 Penalty: 5399.147949
	Iteration 46Q: 3 clusters Score -7869021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7869032.500000 Penalty: 5399.147949
	Iteration 47Q: 3 clusters Score -7869032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7869027.500000 Penalty: 5399.147949
	Iteration 48Q: 3 clusters Score -7869028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7869031.500000 Penalty: 5399.147949
	Iteration 49Q: 3 clusters Score -7869032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7869031.500000 Penalty: 5399.147949
	Iteration 50F: 3 clusters Score -7869032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Entering Unmasked Estep 
Score: -1993512.750000 Penalty: 2361.276123
	Iteration 0F: 2 clusters Score -1993513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1983569.000000 Penalty: 4722.552246
	Iteration 0F: 3 clusters Score -1983569 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1986616.625000 Penalty: 4722.552246
	Iteration 1F: 3 clusters Score -1986617 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1986904.000000 Penalty: 4722.552246
	Iteration 2F: 3 clusters Score -1986904 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1987122.875000 Penalty: 4722.552246
	Iteration 3Q: 3 clusters Score -1987123 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1987290.750000 Penalty: 4722.552246
	Iteration 4Q: 3 clusters Score -1987291 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1987409.750000 Penalty: 4722.552246
	Iteration 5Q: 3 clusters Score -1987410 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1987491.625000 Penalty: 4722.552246
	Iteration 6Q: 3 clusters Score -1987492 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1987576.625000 Penalty: 4722.552246
	Iteration 7Q: 3 clusters Score -1987577 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1987638.750000 Penalty: 4722.552246
	Iteration 8Q: 3 clusters Score -1987639 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1987710.000000 Penalty: 4722.552246
	Iteration 9Q: 3 clusters Score -1987710 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1987788.500000 Penalty: 4722.552246
	Iteration 10Q: 3 clusters Score -1987788 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1987860.125000 Penalty: 4722.552246
	Iteration 11Q: 3 clusters Score -1987860 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1987926.625000 Penalty: 4722.552246
	Iteration 12Q: 3 clusters Score -1987927 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1988029.750000 Penalty: 4722.552246
	Iteration 13Q: 3 clusters Score -1988030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1988146.750000 Penalty: 4722.552246
	Iteration 14Q: 3 clusters Score -1988147 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1988290.625000 Penalty: 4722.552246
	Iteration 15Q: 3 clusters Score -1988291 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1988480.250000 Penalty: 4722.552246
	Iteration 16Q: 3 clusters Score -1988480 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1988718.000000 Penalty: 4722.552246
	Iteration 17Q: 3 clusters Score -1988718 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1989018.625000 Penalty: 4722.552246
	Iteration 18Q: 3 clusters Score -1989019 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1989351.125000 Penalty: 4722.552246
	Iteration 19Q: 3 clusters Score -1989351 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1989696.250000 Penalty: 4722.552246
	Iteration 20F: 3 clusters Score -1989696 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1990083.500000 Penalty: 4722.552246
	Iteration 21Q: 3 clusters Score -1990084 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1990467.000000 Penalty: 4722.552246
	Iteration 22Q: 3 clusters Score -1990467 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1990769.125000 Penalty: 4722.552246
	Iteration 23Q: 3 clusters Score -1990769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1990987.500000 Penalty: 4722.552246
	Iteration 24Q: 3 clusters Score -1990988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1991131.250000 Penalty: 4722.552246
	Iteration 25Q: 3 clusters Score -1991131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1991202.125000 Penalty: 4722.552246
	Iteration 26Q: 3 clusters Score -1991202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1991255.750000 Penalty: 4722.552246
	Iteration 27Q: 3 clusters Score -1991256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1991301.250000 Penalty: 4722.552246
	Iteration 28Q: 3 clusters Score -1991301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1991341.250000 Penalty: 4722.552246
	Iteration 29Q: 3 clusters Score -1991341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1991369.000000 Penalty: 4722.552246
	Iteration 30Q: 3 clusters Score -1991369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1991386.375000 Penalty: 4722.552246
	Iteration 31Q: 3 clusters Score -1991386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1991391.375000 Penalty: 4722.552246
	Iteration 32Q: 3 clusters Score -1991391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1991402.750000 Penalty: 4722.552246
	Iteration 33Q: 3 clusters Score -1991403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1991412.625000 Penalty: 4722.552246
	Iteration 34Q: 3 clusters Score -1991413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1991418.000000 Penalty: 4722.552246
	Iteration 35Q: 3 clusters Score -1991418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1991426.125000 Penalty: 4722.552246
	Iteration 36Q: 3 clusters Score -1991426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1991426.500000 Penalty: 4722.552246
	Iteration 37Q: 3 clusters Score -1991426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1991428.500000 Penalty: 4722.552246
	Iteration 38Q: 3 clusters Score -1991428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1991434.250000 Penalty: 4722.552246
	Iteration 39Q: 3 clusters Score -1991434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1991438.875000 Penalty: 4722.552246
	Iteration 40F: 3 clusters Score -1991439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1991437.625000 Penalty: 4722.552246
	Iteration 41Q: 3 clusters Score -1991438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1991437.625000 Penalty: 4722.552246
	Iteration 42F: 3 clusters Score -1991438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -317484.281250 Penalty: 1928.164185
	Iteration 0F: 2 clusters Score -317484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -314662.281250 Penalty: 3856.328369
	Iteration 0F: 3 clusters Score -314662.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315389.562500 Penalty: 3856.328369
	Iteration 1F: 3 clusters Score -315389.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -315792.781250 Penalty: 3856.328369
	Iteration 2F: 3 clusters Score -315792.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -316162.468750 Penalty: 3856.328369
	Iteration 3F: 3 clusters Score -316162.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -316496.875000 Penalty: 3856.328369
	Iteration 4F: 3 clusters Score -316496.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -316720.968750 Penalty: 3856.328369
	Iteration 5F: 3 clusters Score -316721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -316876.562500 Penalty: 3856.328369
	Iteration 6Q: 3 clusters Score -316876.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -316970.125000 Penalty: 3856.328369
	Iteration 7Q: 3 clusters Score -316970.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -317031.187500 Penalty: 3856.328369
	Iteration 8Q: 3 clusters Score -317031.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -317065.093750 Penalty: 3856.328369
	Iteration 9Q: 3 clusters Score -317065.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317089.968750 Penalty: 3856.328369
	Iteration 10Q: 3 clusters Score -317090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -317113.187500 Penalty: 3856.328369
	Iteration 11Q: 3 clusters Score -317113.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -317140.812500 Penalty: 3856.328369
	Iteration 12Q: 3 clusters Score -317140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -317166.906250 Penalty: 3856.328369
	Iteration 13Q: 3 clusters Score -317166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -317183.625000 Penalty: 3856.328369
	Iteration 14Q: 3 clusters Score -317183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -317192.750000 Penalty: 3856.328369
	Iteration 15Q: 3 clusters Score -317192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -317199.125000 Penalty: 3856.328369
	Iteration 16Q: 3 clusters Score -317199.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -317205.343750 Penalty: 3856.328369
	Iteration 17Q: 3 clusters Score -317205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -317208.875000 Penalty: 3856.328369
	Iteration 18Q: 3 clusters Score -317208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -317211.281250 Penalty: 3856.328369
	Iteration 19Q: 3 clusters Score -317211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317216.343750 Penalty: 3856.328369
	Iteration 20F: 3 clusters Score -317216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -317220.000000 Penalty: 3856.328369
	Iteration 21Q: 3 clusters Score -317220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -317225.656250 Penalty: 3856.328369
	Iteration 22Q: 3 clusters Score -317225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -317226.875000 Penalty: 3856.328369
	Iteration 23Q: 3 clusters Score -317226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -317226.875000 Penalty: 3856.328369
	Iteration 24F: 3 clusters Score -317226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Entering Unmasked Estep 
Score: -23652924.000000 Penalty: 2973.960693
	Iteration 0F: 2 clusters Score -2.365292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -23549904.000000 Penalty: 5947.921387
	Iteration 0F: 3 clusters Score -2.35499e+07 nChanged 77342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -23594660.000000 Penalty: 5947.921387
	Iteration 1F: 3 clusters Score -2.359466e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -23595650.000000 Penalty: 5947.921387
	Iteration 2Q: 3 clusters Score -2.359565e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -23596862.000000 Penalty: 5947.921387
	Iteration 3Q: 3 clusters Score -2.359686e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -23598796.000000 Penalty: 5947.921387
	Iteration 4Q: 3 clusters Score -2.35988e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -23601714.000000 Penalty: 5947.921387
	Iteration 5Q: 3 clusters Score -2.360171e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -23606686.000000 Penalty: 5947.921387
	Iteration 6F: 3 clusters Score -2.360669e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -23614146.000000 Penalty: 5947.921387
	Iteration 7F: 3 clusters Score -2.361415e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 131209 members 
Entering Unmasked Estep 
Score: -23624166.000000 Penalty: 5947.921387
	Iteration 8F: 3 clusters Score -2.362417e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -23634330.000000 Penalty: 5947.921387
	Iteration 9F: 3 clusters Score -2.363433e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 150488 members 
Entering Unmasked Estep 
Score: -23641722.000000 Penalty: 5947.921387
	Iteration 10Q: 3 clusters Score -2.364172e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 154629 members 
Entering Unmasked Estep 
Score: -23645756.000000 Penalty: 5947.921387
	Iteration 11Q: 3 clusters Score -2.364576e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 156467 members 
Entering Unmasked Estep 
Score: -23648082.000000 Penalty: 5947.921387
	Iteration 12Q: 3 clusters Score -2.364808e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -23649214.000000 Penalty: 5947.921387
	Iteration 13Q: 3 clusters Score -2.364921e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -23649826.000000 Penalty: 5947.921387
	Iteration 14Q: 3 clusters Score -2.364983e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -23650210.000000 Penalty: 5947.921387
	Iteration 15Q: 3 clusters Score -2.365021e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -23650510.000000 Penalty: 5947.921387
	Iteration 16Q: 3 clusters Score -2.365051e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -23650680.000000 Penalty: 5947.921387
	Iteration 17Q: 3 clusters Score -2.365068e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -23650832.000000 Penalty: 5947.921387
	Iteration 18Q: 3 clusters Score -2.365083e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -23650912.000000 Penalty: 5947.921387
	Iteration 19Q: 3 clusters Score -2.365091e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -23650960.000000 Penalty: 5947.921387
	Iteration 20F: 3 clusters Score -2.365096e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23651044.000000 Penalty: 5947.921387
	Iteration 21Q: 3 clusters Score -2.365104e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -23651084.000000 Penalty: 5947.921387
	Iteration 22Q: 3 clusters Score -2.365108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -23651054.000000 Penalty: 5947.921387
	Iteration 23Q: 3 clusters Score -2.365105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -23651082.000000 Penalty: 5947.921387
	Iteration 24Q: 3 clusters Score -2.365108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -23651090.000000 Penalty: 5947.921387
	Iteration 25Q: 3 clusters Score -2.365109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23651104.000000 Penalty: 5947.921387
	Iteration 26Q: 3 clusters Score -2.36511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -23651088.000000 Penalty: 5947.921387
	Iteration 27Q: 3 clusters Score -2.365109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -23651086.000000 Penalty: 5947.921387
	Iteration 28Q: 3 clusters Score -2.365109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -23651096.000000 Penalty: 5947.921387
	Iteration 29Q: 3 clusters Score -2.36511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23651108.000000 Penalty: 5947.921387
	Iteration 30Q: 3 clusters Score -2.365111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -23651098.000000 Penalty: 5947.921387
	Iteration 31Q: 3 clusters Score -2.36511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -23651108.000000 Penalty: 5947.921387
	Iteration 32Q: 3 clusters Score -2.365111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -23651120.000000 Penalty: 5947.921387
	Iteration 33Q: 3 clusters Score -2.365112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -23651128.000000 Penalty: 5947.921387
	Iteration 34Q: 3 clusters Score -2.365113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -23651102.000000 Penalty: 5947.921387
	Iteration 35Q: 3 clusters Score -2.36511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -23651118.000000 Penalty: 5947.921387
	Iteration 36Q: 3 clusters Score -2.365112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -23651118.000000 Penalty: 5947.921387
	Iteration 37Q: 3 clusters Score -2.365112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -23651132.000000 Penalty: 5947.921387
	Iteration 38Q: 3 clusters Score -2.365113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -23651128.000000 Penalty: 5947.921387
	Iteration 39Q: 3 clusters Score -2.365113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -23651146.000000 Penalty: 5947.921387
	Iteration 40F: 3 clusters Score -2.365115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -23651140.000000 Penalty: 5947.921387
	Iteration 41Q: 3 clusters Score -2.365114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -23651156.000000 Penalty: 5947.921387
	Iteration 42Q: 3 clusters Score -2.365116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -23651156.000000 Penalty: 5947.921387
	Iteration 43Q: 3 clusters Score -2.365116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -23651166.000000 Penalty: 5947.921387
	Iteration 44Q: 3 clusters Score -2.365117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -23651166.000000 Penalty: 5947.921387
	Iteration 45Q: 3 clusters Score -2.365117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -23651166.000000 Penalty: 5947.921387
	Iteration 46Q: 3 clusters Score -2.365117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -23651182.000000 Penalty: 5947.921387
	Iteration 47Q: 3 clusters Score -2.365118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -23651170.000000 Penalty: 5947.921387
	Iteration 48Q: 3 clusters Score -2.365117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -23651166.000000 Penalty: 5947.921387
	Iteration 49Q: 3 clusters Score -2.365117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -23651162.000000 Penalty: 5947.921387
	Iteration 50Q: 3 clusters Score -2.365116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -23651168.000000 Penalty: 5947.921387
	Iteration 51Q: 3 clusters Score -2.365117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -23651202.000000 Penalty: 5947.921387
	Iteration 52Q: 3 clusters Score -2.36512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23651192.000000 Penalty: 5947.921387
	Iteration 53Q: 3 clusters Score -2.365119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -23651194.000000 Penalty: 5947.921387
	Iteration 54Q: 3 clusters Score -2.365119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -23651196.000000 Penalty: 5947.921387
	Iteration 55Q: 3 clusters Score -2.36512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -23651222.000000 Penalty: 5947.921387
	Iteration 56Q: 3 clusters Score -2.365122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 157843 members 
Entering Unmasked Estep 
Score: -23651206.000000 Penalty: 5947.921387
	Iteration 57Q: 3 clusters Score -2.365121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -23651228.000000 Penalty: 5947.921387
	Iteration 58Q: 3 clusters Score -2.365123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -23651220.000000 Penalty: 5947.921387
	Iteration 59Q: 3 clusters Score -2.365122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 157851 members 
Entering Unmasked Estep 
Score: -23651224.000000 Penalty: 5947.921387
	Iteration 60F: 3 clusters Score -2.365122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 157857 members 
Entering Unmasked Estep 
Score: -23651236.000000 Penalty: 5947.921387
	Iteration 61Q: 3 clusters Score -2.365124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -23651228.000000 Penalty: 5947.921387
	Iteration 62Q: 3 clusters Score -2.365123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -23651232.000000 Penalty: 5947.921387
	Iteration 63Q: 3 clusters Score -2.365123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -23651234.000000 Penalty: 5947.921387
	Iteration 64Q: 3 clusters Score -2.365123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 157854 members 
Entering Unmasked Estep 
Score: -23651258.000000 Penalty: 5947.921387
	Iteration 65Q: 3 clusters Score -2.365126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 157854 members 
Entering Unmasked Estep 
Score: -23651252.000000 Penalty: 5947.921387
	Iteration 66Q: 3 clusters Score -2.365125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -23651242.000000 Penalty: 5947.921387
	Iteration 67Q: 3 clusters Score -2.365124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -23651248.000000 Penalty: 5947.921387
	Iteration 68Q: 3 clusters Score -2.365125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 157861 members 
Entering Unmasked Estep 
Score: -23651252.000000 Penalty: 5947.921387
	Iteration 69Q: 3 clusters Score -2.365125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 157863 members 
Entering Unmasked Estep 
Score: -23651240.000000 Penalty: 5947.921387
	Iteration 70Q: 3 clusters Score -2.365124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 157869 members 
Entering Unmasked Estep 
Score: -23651242.000000 Penalty: 5947.921387
	Iteration 71Q: 3 clusters Score -2.365124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -23651242.000000 Penalty: 5947.921387
	Iteration 72Q: 3 clusters Score -2.365124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -23651260.000000 Penalty: 5947.921387
	Iteration 73Q: 3 clusters Score -2.365126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 157869 members 
Entering Unmasked Estep 
Score: -23651260.000000 Penalty: 5947.921387
	Iteration 74Q: 3 clusters Score -2.365126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -23651266.000000 Penalty: 5947.921387
	Iteration 75Q: 3 clusters Score -2.365127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -23651260.000000 Penalty: 5947.921387
	Iteration 76Q: 3 clusters Score -2.365126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -23651250.000000 Penalty: 5947.921387
	Iteration 77Q: 3 clusters Score -2.365125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -23651252.000000 Penalty: 5947.921387
	Iteration 78Q: 3 clusters Score -2.365125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -23651258.000000 Penalty: 5947.921387
	Iteration 79Q: 3 clusters Score -2.365126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -23651268.000000 Penalty: 5947.921387
	Iteration 80F: 3 clusters Score -2.365127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 157875 members 
Entering Unmasked Estep 
Score: -23651270.000000 Penalty: 5947.921387
	Iteration 81Q: 3 clusters Score -2.365127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -23651268.000000 Penalty: 5947.921387
	Iteration 82Q: 3 clusters Score -2.365127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -23651264.000000 Penalty: 5947.921387
	Iteration 83Q: 3 clusters Score -2.365126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -23651260.000000 Penalty: 5947.921387
	Iteration 84Q: 3 clusters Score -2.365126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -23651270.000000 Penalty: 5947.921387
	Iteration 85Q: 3 clusters Score -2.365127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -23651270.000000 Penalty: 5947.921387
	Iteration 86F: 3 clusters Score -2.365127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -79945.835938 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -79945.84 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 344 members 
Entering Unmasked Estep 
Score: -78444.546875 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -78444.55 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79254.257812 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -79254.26 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79575.828125 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -79575.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79778.843750 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -79778.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79900.523438 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -79900.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -79957.914062 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -79957.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -79985.320312 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -79985.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80012.234375 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -80012.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80033.531250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -80033.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80059.976562 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -80059.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -80073.273438 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -80073.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -80101.828125 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -80101.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -80118.812500 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -80118.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80133.859375 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -80133.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80136.765625 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -80136.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80137.765625 Penalty: 3218.645508
	Iteration 15F: 3 clusters Score -80137.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -80140.484375 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -80140.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -80140.484375 Penalty: 3218.645508
	Iteration 17F: 3 clusters Score -80140.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29306 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 26464 members 
Mstep: Class 9 contains 44050 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 40024 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53390 members 
Mstep: Class 19 contains 13647 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161422 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204686 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 64996 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
Score: -128952856.000000 Penalty: 108851.484375
Splitting cluster 22 changes total score from -128952112.000000 to -128952856.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -359875.343750 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -359875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -356597.812500 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -356597.8 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -357402.875000 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -357402.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -357803.062500 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -357803.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358177.125000 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -358177.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -358369.781250 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -358369.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358483.500000 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -358483.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358572.250000 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -358572.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358655.468750 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -358655.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -358723.156250 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -358723.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -358779.687500 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -358779.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -358829.656250 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -358829.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -358872.156250 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -358872.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -358920.156250 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -358920.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -358955.625000 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -358955.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -358976.156250 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -358976.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -358989.406250 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -358989.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -358995.312500 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -358995.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -359002.437500 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -359002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -359014.875000 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -359014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -359020.656250 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -359020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -359023.531250 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -359023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -359028.218750 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -359028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -359030.187500 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -359030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359031.656250 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -359031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -359032.437500 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -359032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -359033.156250 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -359033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -359033.375000 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -359033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -359033.718750 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -359033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -359034.156250 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -359034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -359035.000000 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -359035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -359035.843750 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -359035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -359037.406250 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -359037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -359039.343750 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -359039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -359040.062500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -359040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -359045.843750 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -359045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -359048.968750 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -359049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -359050.406250 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -359050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -359052.437500 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -359052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -359055.406250 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -359055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -359056.656250 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -359056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -359057.531250 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -359057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -359058.218750 Penalty: 3977.728271
	Iteration 41Q: 3 clusters Score -359058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -359059.093750 Penalty: 3977.728271
	Iteration 42Q: 3 clusters Score -359059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -359060.781250 Penalty: 3977.728271
	Iteration 43Q: 3 clusters Score -359060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -359061.500000 Penalty: 3977.728271
	Iteration 44Q: 3 clusters Score -359061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -359062.000000 Penalty: 3977.728271
	Iteration 45Q: 3 clusters Score -359062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -359063.343750 Penalty: 3977.728271
	Iteration 46Q: 3 clusters Score -359063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -359064.093750 Penalty: 3977.728271
	Iteration 47Q: 3 clusters Score -359064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -359063.625000 Penalty: 3977.728271
	Iteration 48Q: 3 clusters Score -359063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -359065.000000 Penalty: 3977.728271
	Iteration 49Q: 3 clusters Score -359065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -359065.750000 Penalty: 3977.728271
	Iteration 50Q: 3 clusters Score -359065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -359067.093750 Penalty: 3977.728271
	Iteration 51Q: 3 clusters Score -359067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -359067.281250 Penalty: 3977.728271
	Iteration 52Q: 3 clusters Score -359067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -359067.281250 Penalty: 3977.728271
	Iteration 53F: 3 clusters Score -359067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (204686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204686 members 
Entering Unmasked Estep 
Score: -29932822.000000 Penalty: 3032.849609
	Iteration 0F: 2 clusters Score -2.993282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102274 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -29806000.000000 Penalty: 6065.699219
	Iteration 0F: 3 clusters Score -2.9806e+07 nChanged 98547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -29863378.000000 Penalty: 6065.699219
	Iteration 1F: 3 clusters Score -2.986338e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -29864608.000000 Penalty: 6065.699219
	Iteration 2Q: 3 clusters Score -2.986461e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -29866672.000000 Penalty: 6065.699219
	Iteration 3Q: 3 clusters Score -2.986667e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -29870378.000000 Penalty: 6065.699219
	Iteration 4Q: 3 clusters Score -2.987038e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -29876080.000000 Penalty: 6065.699219
	Iteration 5F: 3 clusters Score -2.987608e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -29883778.000000 Penalty: 6065.699219
	Iteration 6F: 3 clusters Score -2.988378e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -29892844.000000 Penalty: 6065.699219
	Iteration 7F: 3 clusters Score -2.989284e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -29901912.000000 Penalty: 6065.699219
	Iteration 8F: 3 clusters Score -2.990191e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -29907994.000000 Penalty: 6065.699219
	Iteration 9F: 3 clusters Score -2.990799e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -29910452.000000 Penalty: 6065.699219
	Iteration 10Q: 3 clusters Score -2.991045e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 134715 members 
Entering Unmasked Estep 
Score: -29911452.000000 Penalty: 6065.699219
	Iteration 11Q: 3 clusters Score -2.991145e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 135806 members 
Entering Unmasked Estep 
Score: -29912002.000000 Penalty: 6065.699219
	Iteration 12Q: 3 clusters Score -2.9912e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 136945 members 
Entering Unmasked Estep 
Score: -29912516.000000 Penalty: 6065.699219
	Iteration 13Q: 3 clusters Score -2.991252e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -29913034.000000 Penalty: 6065.699219
	Iteration 14Q: 3 clusters Score -2.991303e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -29913478.000000 Penalty: 6065.699219
	Iteration 15Q: 3 clusters Score -2.991348e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -29914112.000000 Penalty: 6065.699219
	Iteration 16Q: 3 clusters Score -2.991411e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -29914712.000000 Penalty: 6065.699219
	Iteration 17Q: 3 clusters Score -2.991471e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -29915326.000000 Penalty: 6065.699219
	Iteration 18Q: 3 clusters Score -2.991533e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -29916046.000000 Penalty: 6065.699219
	Iteration 19Q: 3 clusters Score -2.991605e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 147479 members 
Entering Unmasked Estep 
Score: -29916850.000000 Penalty: 6065.699219
	Iteration 20F: 3 clusters Score -2.991685e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -29917742.000000 Penalty: 6065.699219
	Iteration 21Q: 3 clusters Score -2.991774e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -29918692.000000 Penalty: 6065.699219
	Iteration 22Q: 3 clusters Score -2.991869e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -29919578.000000 Penalty: 6065.699219
	Iteration 23Q: 3 clusters Score -2.991958e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -29920364.000000 Penalty: 6065.699219
	Iteration 24Q: 3 clusters Score -2.992036e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -29921072.000000 Penalty: 6065.699219
	Iteration 25Q: 3 clusters Score -2.992107e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -29921830.000000 Penalty: 6065.699219
	Iteration 26Q: 3 clusters Score -2.992183e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -29922624.000000 Penalty: 6065.699219
	Iteration 27Q: 3 clusters Score -2.992262e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 163964 members 
Entering Unmasked Estep 
Score: -29923588.000000 Penalty: 6065.699219
	Iteration 28Q: 3 clusters Score -2.992359e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 166053 members 
Entering Unmasked Estep 
Score: -29924556.000000 Penalty: 6065.699219
	Iteration 29Q: 3 clusters Score -2.992456e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -29925416.000000 Penalty: 6065.699219
	Iteration 30Q: 3 clusters Score -2.992542e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -29926330.000000 Penalty: 6065.699219
	Iteration 31Q: 3 clusters Score -2.992633e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 172130 members 
Entering Unmasked Estep 
Score: -29927376.000000 Penalty: 6065.699219
	Iteration 32Q: 3 clusters Score -2.992738e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
Score: -29928136.000000 Penalty: 6065.699219
	Iteration 33Q: 3 clusters Score -2.992814e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -29929104.000000 Penalty: 6065.699219
	Iteration 34Q: 3 clusters Score -2.99291e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -29930030.000000 Penalty: 6065.699219
	Iteration 35Q: 3 clusters Score -2.993003e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 179781 members 
Entering Unmasked Estep 
Score: -29930622.000000 Penalty: 6065.699219
	Iteration 36Q: 3 clusters Score -2.993062e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 181665 members 
Entering Unmasked Estep 
Score: -29931208.000000 Penalty: 6065.699219
	Iteration 37Q: 3 clusters Score -2.993121e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 183378 members 
Entering Unmasked Estep 
Score: -29931678.000000 Penalty: 6065.699219
	Iteration 38Q: 3 clusters Score -2.993168e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 185019 members 
Entering Unmasked Estep 
Score: -29931874.000000 Penalty: 6065.699219
	Iteration 39Q: 3 clusters Score -2.993187e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 186517 members 
Entering Unmasked Estep 
Score: -29931992.000000 Penalty: 6065.699219
	Iteration 40F: 3 clusters Score -2.993199e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 187893 members 
Entering Unmasked Estep 
Score: -29932036.000000 Penalty: 6065.699219
	Iteration 41Q: 3 clusters Score -2.993204e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 189173 members 
Entering Unmasked Estep 
Score: -29932540.000000 Penalty: 6065.699219
	Iteration 42Q: 3 clusters Score -2.993254e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 190423 members 
Entering Unmasked Estep 
Score: -29932724.000000 Penalty: 6065.699219
	Iteration 43Q: 3 clusters Score -2.993272e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -29932788.000000 Penalty: 6065.699219
	Iteration 44Q: 3 clusters Score -2.993279e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 192495 members 
Entering Unmasked Estep 
Score: -29933038.000000 Penalty: 6065.699219
	Iteration 45Q: 3 clusters Score -2.993304e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 193390 members 
Entering Unmasked Estep 
Score: -29933128.000000 Penalty: 6065.699219
	Iteration 46Q: 3 clusters Score -2.993313e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 194186 members 
Entering Unmasked Estep 
Score: -29933116.000000 Penalty: 6065.699219
	Iteration 47Q: 3 clusters Score -2.993312e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
Score: -29933092.000000 Penalty: 6065.699219
	Iteration 48Q: 3 clusters Score -2.993309e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 195591 members 
Entering Unmasked Estep 
Score: -29932960.000000 Penalty: 6065.699219
	Iteration 49Q: 3 clusters Score -2.993296e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 196227 members 
Entering Unmasked Estep 
Score: -29932896.000000 Penalty: 6065.699219
	Iteration 50Q: 3 clusters Score -2.99329e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -29932794.000000 Penalty: 6065.699219
	Iteration 51Q: 3 clusters Score -2.993279e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 197368 members 
Entering Unmasked Estep 
Score: -29932702.000000 Penalty: 6065.699219
	Iteration 52Q: 3 clusters Score -2.99327e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 197832 members 
Entering Unmasked Estep 
Score: -29932608.000000 Penalty: 6065.699219
	Iteration 53Q: 3 clusters Score -2.993261e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 198278 members 
Entering Unmasked Estep 
Score: -29932532.000000 Penalty: 6065.699219
	Iteration 54Q: 3 clusters Score -2.993253e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 198706 members 
Entering Unmasked Estep 
Score: -29932328.000000 Penalty: 6065.699219
	Iteration 55Q: 3 clusters Score -2.993233e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 199089 members 
Entering Unmasked Estep 
Score: -29932134.000000 Penalty: 6065.699219
	Iteration 56Q: 3 clusters Score -2.993213e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 199485 members 
Entering Unmasked Estep 
Score: -29932088.000000 Penalty: 6065.699219
	Iteration 57Q: 3 clusters Score -2.993209e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 199863 members 
Entering Unmasked Estep 
Score: -29931976.000000 Penalty: 6065.699219
	Iteration 58Q: 3 clusters Score -2.993198e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 200206 members 
Entering Unmasked Estep 
Score: -29931872.000000 Penalty: 6065.699219
	Iteration 59Q: 3 clusters Score -2.993187e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 200558 members 
Entering Unmasked Estep 
Score: -29931754.000000 Penalty: 6065.699219
	Iteration 60F: 3 clusters Score -2.993175e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 200902 members 
Entering Unmasked Estep 
Score: -29931598.000000 Penalty: 6065.699219
	Iteration 61Q: 3 clusters Score -2.99316e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 201240 members 
Entering Unmasked Estep 
Score: -29931588.000000 Penalty: 6065.699219
	Iteration 62Q: 3 clusters Score -2.993159e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -29931526.000000 Penalty: 6065.699219
	Iteration 63Q: 3 clusters Score -2.993153e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 201806 members 
Entering Unmasked Estep 
Score: -29931368.000000 Penalty: 6065.699219
	Iteration 64Q: 3 clusters Score -2.993137e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -29931340.000000 Penalty: 6065.699219
	Iteration 65Q: 3 clusters Score -2.993134e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -29931276.000000 Penalty: 6065.699219
	Iteration 66Q: 3 clusters Score -2.993128e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -29931242.000000 Penalty: 6065.699219
	Iteration 67Q: 3 clusters Score -2.993124e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 202657 members 
Entering Unmasked Estep 
Score: -29931234.000000 Penalty: 6065.699219
	Iteration 68Q: 3 clusters Score -2.993123e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 202814 members 
Entering Unmasked Estep 
Score: -29931174.000000 Penalty: 6065.699219
	Iteration 69Q: 3 clusters Score -2.993117e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -29931146.000000 Penalty: 6065.699219
	Iteration 70Q: 3 clusters Score -2.993115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 203040 members 
Entering Unmasked Estep 
Score: -29931064.000000 Penalty: 6065.699219
	Iteration 71Q: 3 clusters Score -2.993106e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 203148 members 
Entering Unmasked Estep 
Score: -29931054.000000 Penalty: 6065.699219
	Iteration 72Q: 3 clusters Score -2.993105e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 203249 members 
Entering Unmasked Estep 
Score: -29931044.000000 Penalty: 6065.699219
	Iteration 73Q: 3 clusters Score -2.993104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 203334 members 
Entering Unmasked Estep 
Score: -29930992.000000 Penalty: 6065.699219
	Iteration 74Q: 3 clusters Score -2.993099e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 203413 members 
Entering Unmasked Estep 
Score: -29931002.000000 Penalty: 6065.699219
	Iteration 75Q: 3 clusters Score -2.9931e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 203472 members 
Entering Unmasked Estep 
Score: -29930990.000000 Penalty: 6065.699219
	Iteration 76Q: 3 clusters Score -2.993099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 203528 members 
Entering Unmasked Estep 
Score: -29930996.000000 Penalty: 6065.699219
	Iteration 77Q: 3 clusters Score -2.9931e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 203579 members 
Entering Unmasked Estep 
Score: -29930984.000000 Penalty: 6065.699219
	Iteration 78Q: 3 clusters Score -2.993098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 203620 members 
Entering Unmasked Estep 
Score: -29931000.000000 Penalty: 6065.699219
	Iteration 79Q: 3 clusters Score -2.9931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 203653 members 
Entering Unmasked Estep 
Score: -29930976.000000 Penalty: 6065.699219
	Iteration 80F: 3 clusters Score -2.993098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -29930954.000000 Penalty: 6065.699219
	Iteration 81Q: 3 clusters Score -2.993095e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 203713 members 
Entering Unmasked Estep 
Score: -29930966.000000 Penalty: 6065.699219
	Iteration 82Q: 3 clusters Score -2.993097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 203736 members 
Entering Unmasked Estep 
Score: -29930950.000000 Penalty: 6065.699219
	Iteration 83Q: 3 clusters Score -2.993095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 203753 members 
Entering Unmasked Estep 
Score: -29930950.000000 Penalty: 6065.699219
	Iteration 84Q: 3 clusters Score -2.993095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -29930944.000000 Penalty: 6065.699219
	Iteration 85Q: 3 clusters Score -2.993094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 203794 members 
Entering Unmasked Estep 
Score: -29930936.000000 Penalty: 6065.699219
	Iteration 86Q: 3 clusters Score -2.993094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 203816 members 
Entering Unmasked Estep 
Score: -29930948.000000 Penalty: 6065.699219
	Iteration 87Q: 3 clusters Score -2.993095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 203840 members 
Entering Unmasked Estep 
Score: -29930940.000000 Penalty: 6065.699219
	Iteration 88Q: 3 clusters Score -2.993094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 203853 members 
Entering Unmasked Estep 
Score: -29930920.000000 Penalty: 6065.699219
	Iteration 89Q: 3 clusters Score -2.993092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 203860 members 
Entering Unmasked Estep 
Score: -29930928.000000 Penalty: 6065.699219
	Iteration 90Q: 3 clusters Score -2.993093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 203869 members 
Entering Unmasked Estep 
Score: -29930922.000000 Penalty: 6065.699219
	Iteration 91Q: 3 clusters Score -2.993092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 203882 members 
Entering Unmasked Estep 
Score: -29930910.000000 Penalty: 6065.699219
	Iteration 92Q: 3 clusters Score -2.993091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 203893 members 
Entering Unmasked Estep 
Score: -29930894.000000 Penalty: 6065.699219
	Iteration 93Q: 3 clusters Score -2.993089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 203897 members 
Entering Unmasked Estep 
Score: -29930894.000000 Penalty: 6065.699219
	Iteration 94Q: 3 clusters Score -2.993089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 203907 members 
Entering Unmasked Estep 
Score: -29930876.000000 Penalty: 6065.699219
	Iteration 95Q: 3 clusters Score -2.993088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 203915 members 
Entering Unmasked Estep 
Score: -29930866.000000 Penalty: 6065.699219
	Iteration 96Q: 3 clusters Score -2.993087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 203919 members 
Entering Unmasked Estep 
Score: -29930882.000000 Penalty: 6065.699219
	Iteration 97Q: 3 clusters Score -2.993088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 203923 members 
Entering Unmasked Estep 
Score: -29930882.000000 Penalty: 6065.699219
	Iteration 98Q: 3 clusters Score -2.993088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -29930878.000000 Penalty: 6065.699219
	Iteration 99Q: 3 clusters Score -2.993088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -29930890.000000 Penalty: 6065.699219
	Iteration 100F: 3 clusters Score -2.993089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 203935 members 
Entering Unmasked Estep 
Score: -29930890.000000 Penalty: 6065.699219
	Iteration 101Q: 3 clusters Score -2.993089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -29930884.000000 Penalty: 6065.699219
	Iteration 102Q: 3 clusters Score -2.993088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 203942 members 
Entering Unmasked Estep 
Score: -29930874.000000 Penalty: 6065.699219
	Iteration 103Q: 3 clusters Score -2.993087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 203943 members 
Entering Unmasked Estep 
Score: -29930878.000000 Penalty: 6065.699219
	Iteration 104Q: 3 clusters Score -2.993088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 203943 members 
Entering Unmasked Estep 
Score: -29930878.000000 Penalty: 6065.699219
	Iteration 105F: 3 clusters Score -2.993088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -592229.187500 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -592229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -588256.062500 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -588256.1 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -589119.687500 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -589119.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -589326.687500 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -589326.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -589424.375000 Penalty: 4128.630371
	Iteration 3Q: 3 clusters Score -589424.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -589492.750000 Penalty: 4128.630371
	Iteration 4Q: 3 clusters Score -589492.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -589544.812500 Penalty: 4128.630371
	Iteration 5Q: 3 clusters Score -589544.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -589582.562500 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -589582.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -589612.562500 Penalty: 4128.630371
	Iteration 7Q: 3 clusters Score -589612.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -589645.375000 Penalty: 4128.630371
	Iteration 8Q: 3 clusters Score -589645.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -589675.312500 Penalty: 4128.630371
	Iteration 9Q: 3 clusters Score -589675.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -589709.750000 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -589709.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -589741.812500 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -589741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -589766.000000 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -589766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -589786.000000 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -589786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -589811.812500 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -589811.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -589829.125000 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -589829.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -589845.625000 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -589845.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -589867.312500 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -589867.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -589887.500000 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -589887.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -589905.625000 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -589905.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -589928.062500 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -589928.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -589944.500000 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -589944.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -589960.875000 Penalty: 4128.630371
	Iteration 22Q: 3 clusters Score -589960.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -589977.437500 Penalty: 4128.630371
	Iteration 23Q: 3 clusters Score -589977.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -589999.500000 Penalty: 4128.630371
	Iteration 24Q: 3 clusters Score -589999.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -590017.937500 Penalty: 4128.630371
	Iteration 25Q: 3 clusters Score -590017.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -590037.812500 Penalty: 4128.630371
	Iteration 26Q: 3 clusters Score -590037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -590060.937500 Penalty: 4128.630371
	Iteration 27Q: 3 clusters Score -590060.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -590084.062500 Penalty: 4128.630371
	Iteration 28Q: 3 clusters Score -590084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -590106.750000 Penalty: 4128.630371
	Iteration 29Q: 3 clusters Score -590106.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -590130.062500 Penalty: 4128.630371
	Iteration 30Q: 3 clusters Score -590130.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -590141.750000 Penalty: 4128.630371
	Iteration 31Q: 3 clusters Score -590141.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -590153.937500 Penalty: 4128.630371
	Iteration 32Q: 3 clusters Score -590153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -590164.000000 Penalty: 4128.630371
	Iteration 33Q: 3 clusters Score -590164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -590174.750000 Penalty: 4128.630371
	Iteration 34Q: 3 clusters Score -590174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -590188.875000 Penalty: 4128.630371
	Iteration 35Q: 3 clusters Score -590188.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -590203.312500 Penalty: 4128.630371
	Iteration 36Q: 3 clusters Score -590203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -590216.437500 Penalty: 4128.630371
	Iteration 37Q: 3 clusters Score -590216.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -590229.187500 Penalty: 4128.630371
	Iteration 38Q: 3 clusters Score -590229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -590244.625000 Penalty: 4128.630371
	Iteration 39Q: 3 clusters Score -590244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -590259.625000 Penalty: 4128.630371
	Iteration 40F: 3 clusters Score -590259.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -590269.937500 Penalty: 4128.630371
	Iteration 41Q: 3 clusters Score -590269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -590281.812500 Penalty: 4128.630371
	Iteration 42Q: 3 clusters Score -590281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -590293.875000 Penalty: 4128.630371
	Iteration 43Q: 3 clusters Score -590293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -590305.312500 Penalty: 4128.630371
	Iteration 44Q: 3 clusters Score -590305.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -590314.500000 Penalty: 4128.630371
	Iteration 45Q: 3 clusters Score -590314.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -590327.062500 Penalty: 4128.630371
	Iteration 46Q: 3 clusters Score -590327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -590337.375000 Penalty: 4128.630371
	Iteration 47Q: 3 clusters Score -590337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -590348.437500 Penalty: 4128.630371
	Iteration 48Q: 3 clusters Score -590348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -590357.125000 Penalty: 4128.630371
	Iteration 49Q: 3 clusters Score -590357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -590368.562500 Penalty: 4128.630371
	Iteration 50Q: 3 clusters Score -590368.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -590376.125000 Penalty: 4128.630371
	Iteration 51Q: 3 clusters Score -590376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -590387.437500 Penalty: 4128.630371
	Iteration 52Q: 3 clusters Score -590387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -590393.187500 Penalty: 4128.630371
	Iteration 53Q: 3 clusters Score -590393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -590398.562500 Penalty: 4128.630371
	Iteration 54Q: 3 clusters Score -590398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -590403.000000 Penalty: 4128.630371
	Iteration 55Q: 3 clusters Score -590403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -590404.000000 Penalty: 4128.630371
	Iteration 56Q: 3 clusters Score -590404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -590406.250000 Penalty: 4128.630371
	Iteration 57Q: 3 clusters Score -590406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -590407.687500 Penalty: 4128.630371
	Iteration 58Q: 3 clusters Score -590407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -590407.312500 Penalty: 4128.630371
	Iteration 59Q: 3 clusters Score -590407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -590407.312500 Penalty: 4128.630371
	Iteration 60F: 3 clusters Score -590407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -109535.070312 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -109535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107763.804688 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -107763.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -108076.890625 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -108076.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108195.218750 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -108195.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -108269.859375 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -108269.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108376.109375 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -108376.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108519.945312 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -108519.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -108712.500000 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -108712.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108796.726562 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -108796.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108869.296875 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -108869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108933.804688 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -108933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108990.492188 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -108990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109028.906250 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -109028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109082.289062 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -109082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109112.960938 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -109113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -109158.460938 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -109158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109195.406250 Penalty: 3316.187012
	Iteration 15Q: 3 clusters Score -109195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109220.773438 Penalty: 3316.187012
	Iteration 16Q: 3 clusters Score -109220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109251.007812 Penalty: 3316.187012
	Iteration 17Q: 3 clusters Score -109251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109295.312500 Penalty: 3316.187012
	Iteration 18Q: 3 clusters Score -109295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109318.476562 Penalty: 3316.187012
	Iteration 19Q: 3 clusters Score -109318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109339.765625 Penalty: 3316.187012
	Iteration 20F: 3 clusters Score -109339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109368.679688 Penalty: 3316.187012
	Iteration 21Q: 3 clusters Score -109368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109368.679688 Penalty: 3316.187012
	Iteration 22F: 3 clusters Score -109368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1630687.000000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1630687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1621465.375000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1621465 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1624395.625000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1624396 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1624860.875000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1624861 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1625206.625000 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -1625207 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1625516.750000 Penalty: 4676.581543
	Iteration 4Q: 3 clusters Score -1625517 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1625812.625000 Penalty: 4676.581543
	Iteration 5Q: 3 clusters Score -1625813 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1626101.500000 Penalty: 4676.581543
	Iteration 6Q: 3 clusters Score -1626102 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1626400.250000 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1626400 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1626720.375000 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1626720 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1627033.000000 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1627033 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1627369.875000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1627370 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1627707.875000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1627708 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1628007.500000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1628008 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1628238.000000 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1628238 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1628397.500000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1628398 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1628507.375000 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1628507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1628586.125000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1628586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1628644.375000 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1628644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1628669.250000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1628669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1628693.000000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1628693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1628713.750000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1628714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1628727.250000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1628727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1628735.375000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1628735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1628747.250000 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1628747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1628756.125000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1628756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1628767.125000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1628767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1628777.625000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1628778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1628783.875000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1628784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1628794.750000 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1628795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1628803.625000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1628804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1628810.375000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1628810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1628817.500000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1628818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1628822.500000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1628822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1628826.250000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1628826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1628830.250000 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1628830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1628831.125000 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1628831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1628831.250000 Penalty: 4676.581543
	Iteration 36Q: 3 clusters Score -1628831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1628831.875000 Penalty: 4676.581543
	Iteration 37Q: 3 clusters Score -1628832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1628836.000000 Penalty: 4676.581543
	Iteration 38Q: 3 clusters Score -1628836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1628839.375000 Penalty: 4676.581543
	Iteration 39Q: 3 clusters Score -1628839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1628843.375000 Penalty: 4676.581543
	Iteration 40F: 3 clusters Score -1628843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1628844.875000 Penalty: 4676.581543
	Iteration 41Q: 3 clusters Score -1628845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1628845.875000 Penalty: 4676.581543
	Iteration 42Q: 3 clusters Score -1628846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1628846.625000 Penalty: 4676.581543
	Iteration 43Q: 3 clusters Score -1628847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1628845.875000 Penalty: 4676.581543
	Iteration 44Q: 3 clusters Score -1628846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1628846.125000 Penalty: 4676.581543
	Iteration 45Q: 3 clusters Score -1628846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1628851.625000 Penalty: 4676.581543
	Iteration 46Q: 3 clusters Score -1628852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1628849.250000 Penalty: 4676.581543
	Iteration 47Q: 3 clusters Score -1628849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1628849.250000 Penalty: 4676.581543
	Iteration 48F: 3 clusters Score -1628849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33873.527344 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33873.53 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 160 members 
Entering Unmasked Estep 
Score: -32640.388672 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32640.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32889.914062 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32889.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33024.734375 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -33024.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33086.507812 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33086.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33115.566406 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33115.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33140.503906 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33155.027344 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33155.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33172.398438 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33177.910156 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33177.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33188.437500 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33188.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33196.039062 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33196.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33203.585938 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33203.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33208.296875 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33220.015625 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33220.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33235.949219 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33235.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33284.082031 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33284.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33291.511719 Penalty: 2829.076172
	Iteration 16Q: 3 clusters Score -33291.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33299.988281 Penalty: 2829.076172
	Iteration 17Q: 3 clusters Score -33299.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33307.144531 Penalty: 2829.076172
	Iteration 18Q: 3 clusters Score -33307.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33307.144531 Penalty: 2829.076172
	Iteration 19F: 3 clusters Score -33307.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61389.421875 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61389.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61564.027344 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61564.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61620.753906 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61620.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61633.750000 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61633.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61646.375000 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61646.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61650.292969 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61650.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61654.535156 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61654.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61654.535156 Penalty: 3060.126709
	Iteration 7F: 3 clusters Score -61654.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55888.128906 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55888.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56053.179688 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56053.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56124.062500 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -56124.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56183.984375 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -56183.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56203.281250 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56203.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56222.757812 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -56222.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56228.605469 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -56228.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56228.605469 Penalty: 3020.166260
	Iteration 7F: 3 clusters Score -56228.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29306 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 26464 members 
Mstep: Class 9 contains 44050 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 40024 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 53390 members 
Mstep: Class 19 contains 13647 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 161422 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 204686 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958280.000000 Penalty: 108851.484375
Iteration 279Q: 33 clusters Score -1.289583e+08 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29603 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 40547 members 
Mstep: Class 8 contains 26440 members 
Mstep: Class 9 contains 44427 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 40873 members 
Mstep: Class 12 contains 40271 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 54109 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 163056 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 206211 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 809 members 
Mstep: Class 27 contains 12437 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60811 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961712.000000 Penalty: 108851.484375
Iteration 280F: 33 clusters Score -1.289617e+08 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 39800 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 30103 members 
Mstep: Class 7 contains 40363 members 
Mstep: Class 8 contains 26423 members 
Mstep: Class 9 contains 44528 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 40289 members 
Mstep: Class 12 contains 40385 members 
Mstep: Class 13 contains 10934 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15393 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25517 members 
Mstep: Class 18 contains 54538 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 163790 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 205597 members 
Mstep: Class 25 contains 4125 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60970 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128963736.000000 Penalty: 108851.484375
Iteration 281Q: 33 clusters Score -1.289637e+08 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 39802 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29783 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 40220 members 
Mstep: Class 8 contains 26386 members 
Mstep: Class 9 contains 44613 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 39812 members 
Mstep: Class 12 contains 40512 members 
Mstep: Class 13 contains 10936 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25529 members 
Mstep: Class 18 contains 54967 members 
Mstep: Class 19 contains 13792 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 164377 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 205091 members 
Mstep: Class 25 contains 4134 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 12442 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60958 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964912.000000 Penalty: 108851.484375
Iteration 282Q: 33 clusters Score -1.289649e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 39807 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 29848 members 
Mstep: Class 6 contains 29745 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 26342 members 
Mstep: Class 9 contains 44660 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 39412 members 
Mstep: Class 12 contains 40595 members 
Mstep: Class 13 contains 10939 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 55303 members 
Mstep: Class 19 contains 13818 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 164914 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 204697 members 
Mstep: Class 25 contains 4140 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 12446 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60931 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965712.000000 Penalty: 108851.484375
Iteration 283Q: 33 clusters Score -1.289657e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 39808 members 
Mstep: Class 3 contains 2560 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 29867 members 
Mstep: Class 6 contains 29622 members 
Mstep: Class 7 contains 40074 members 
Mstep: Class 8 contains 26294 members 
Mstep: Class 9 contains 44662 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 39144 members 
Mstep: Class 12 contains 40668 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25572 members 
Mstep: Class 18 contains 55590 members 
Mstep: Class 19 contains 13862 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 165314 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 204409 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 12447 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60871 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966168.000000 Penalty: 108851.484375
Iteration 284Q: 33 clusters Score -1.289662e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39810 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 29867 members 
Mstep: Class 6 contains 29532 members 
Mstep: Class 7 contains 40011 members 
Mstep: Class 8 contains 26249 members 
Mstep: Class 9 contains 44641 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38904 members 
Mstep: Class 12 contains 40730 members 
Mstep: Class 13 contains 10941 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25591 members 
Mstep: Class 18 contains 55827 members 
Mstep: Class 19 contains 13902 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165657 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 204235 members 
Mstep: Class 25 contains 4164 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 12450 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60808 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966192.000000 Penalty: 108851.484375
Iteration 285Q: 33 clusters Score -1.289662e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 39818 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 29858 members 
Mstep: Class 6 contains 29457 members 
Mstep: Class 7 contains 39961 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38702 members 
Mstep: Class 12 contains 40789 members 
Mstep: Class 13 contains 10941 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15395 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25604 members 
Mstep: Class 18 contains 56040 members 
Mstep: Class 19 contains 13940 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165867 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3043 members 
Mstep: Class 24 contains 204173 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 792 members 
Mstep: Class 27 contains 12452 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60742 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 108851.484375
Iteration 286Q: 33 clusters Score -1.289663e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39822 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 5 contains 29847 members 
Mstep: Class 6 contains 29396 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 26137 members 
Mstep: Class 9 contains 44609 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38557 members 
Mstep: Class 12 contains 40829 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15401 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25617 members 
Mstep: Class 18 contains 56230 members 
Mstep: Class 19 contains 13988 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 165961 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 204203 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 792 members 
Mstep: Class 27 contains 12446 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60654 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966320.000000 Penalty: 108851.484375
Iteration 287Q: 33 clusters Score -1.289663e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39823 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 7108 members 
Mstep: Class 5 contains 29847 members 
Mstep: Class 6 contains 29348 members 
Mstep: Class 7 contains 39883 members 
Mstep: Class 8 contains 26087 members 
Mstep: Class 9 contains 44597 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38446 members 
Mstep: Class 12 contains 40863 members 
Mstep: Class 13 contains 10944 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15404 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25622 members 
Mstep: Class 18 contains 56388 members 
Mstep: Class 19 contains 14026 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 166016 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 204268 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60558 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966360.000000 Penalty: 108851.484375
Iteration 288Q: 33 clusters Score -1.289664e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39825 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 29841 members 
Mstep: Class 6 contains 29312 members 
Mstep: Class 7 contains 39863 members 
Mstep: Class 8 contains 26037 members 
Mstep: Class 9 contains 44574 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 40902 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15402 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 56559 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165990 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 204338 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60462 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966416.000000 Penalty: 108851.484375
Iteration 289Q: 33 clusters Score -1.289664e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39827 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 29817 members 
Mstep: Class 6 contains 29267 members 
Mstep: Class 7 contains 39833 members 
Mstep: Class 8 contains 25991 members 
Mstep: Class 9 contains 44541 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38318 members 
Mstep: Class 12 contains 40927 members 
Mstep: Class 13 contains 10944 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15402 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25646 members 
Mstep: Class 18 contains 56714 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 165947 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 204424 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12441 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60400 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966280.000000 Penalty: 108851.484375
Iteration 290Q: 33 clusters Score -1.289663e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39831 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 29231 members 
Mstep: Class 7 contains 39808 members 
Mstep: Class 8 contains 25938 members 
Mstep: Class 9 contains 44517 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 12 contains 40966 members 
Mstep: Class 13 contains 10949 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15402 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25649 members 
Mstep: Class 18 contains 56870 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 165885 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 204502 members 
Mstep: Class 25 contains 4184 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60346 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966480.000000 Penalty: 108851.484375
Iteration 291Q: 33 clusters Score -1.289665e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29762 members 
Mstep: Class 6 contains 29208 members 
Mstep: Class 7 contains 39782 members 
Mstep: Class 8 contains 25895 members 
Mstep: Class 9 contains 44496 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38198 members 
Mstep: Class 12 contains 40989 members 
Mstep: Class 13 contains 10946 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15403 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25654 members 
Mstep: Class 18 contains 57008 members 
Mstep: Class 19 contains 14194 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 165848 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 204608 members 
Mstep: Class 25 contains 4188 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60279 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966296.000000 Penalty: 108851.484375
Iteration 292Q: 33 clusters Score -1.289663e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29728 members 
Mstep: Class 6 contains 29190 members 
Mstep: Class 7 contains 39757 members 
Mstep: Class 8 contains 25856 members 
Mstep: Class 9 contains 44480 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38140 members 
Mstep: Class 12 contains 41019 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15405 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25662 members 
Mstep: Class 18 contains 57144 members 
Mstep: Class 19 contains 14231 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165785 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 204718 members 
Mstep: Class 25 contains 4188 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60214 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966320.000000 Penalty: 108851.484375
Iteration 293Q: 33 clusters Score -1.289663e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39833 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 29175 members 
Mstep: Class 7 contains 39733 members 
Mstep: Class 8 contains 25822 members 
Mstep: Class 9 contains 44475 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38090 members 
Mstep: Class 12 contains 41074 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15408 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25668 members 
Mstep: Class 18 contains 57264 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 165667 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 204819 members 
Mstep: Class 25 contains 4189 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60184 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966392.000000 Penalty: 108851.484375
Iteration 294Q: 33 clusters Score -1.289664e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39834 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29654 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 39715 members 
Mstep: Class 8 contains 25786 members 
Mstep: Class 9 contains 44474 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38049 members 
Mstep: Class 12 contains 41120 members 
Mstep: Class 13 contains 10949 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15411 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 57393 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 165509 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 204941 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60148 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966144.000000 Penalty: 108851.484375
Iteration 295Q: 33 clusters Score -1.289661e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 39834 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 29130 members 
Mstep: Class 7 contains 39704 members 
Mstep: Class 8 contains 25754 members 
Mstep: Class 9 contains 44479 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 38002 members 
Mstep: Class 12 contains 41187 members 
Mstep: Class 13 contains 10949 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15414 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 57533 members 
Mstep: Class 19 contains 14336 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165322 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 205070 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60093 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965800.000000 Penalty: 108851.484375
Iteration 296Q: 33 clusters Score -1.289658e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 39834 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 29635 members 
Mstep: Class 6 contains 29108 members 
Mstep: Class 7 contains 39695 members 
Mstep: Class 8 contains 25729 members 
Mstep: Class 9 contains 44485 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 41246 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15416 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 57685 members 
Mstep: Class 19 contains 14366 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 165123 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205162 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60049 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965616.000000 Penalty: 108851.484375
Iteration 297Q: 33 clusters Score -1.289656e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 29099 members 
Mstep: Class 7 contains 39673 members 
Mstep: Class 8 contains 25707 members 
Mstep: Class 9 contains 44485 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37932 members 
Mstep: Class 12 contains 41289 members 
Mstep: Class 13 contains 10955 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 57827 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 164902 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205275 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60029 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965824.000000 Penalty: 108851.484375
Iteration 298Q: 33 clusters Score -1.289658e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 39831 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29642 members 
Mstep: Class 6 contains 29083 members 
Mstep: Class 7 contains 39662 members 
Mstep: Class 8 contains 25687 members 
Mstep: Class 9 contains 44484 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37912 members 
Mstep: Class 12 contains 41322 members 
Mstep: Class 13 contains 10955 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15422 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25671 members 
Mstep: Class 18 contains 57964 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 164700 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205343 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60019 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965832.000000 Penalty: 108851.484375
Iteration 299Q: 33 clusters Score -1.289658e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 39831 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 29071 members 
Mstep: Class 7 contains 39656 members 
Mstep: Class 8 contains 25665 members 
Mstep: Class 9 contains 44473 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 41357 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25673 members 
Mstep: Class 18 contains 58080 members 
Mstep: Class 19 contains 14454 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 164529 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205417 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60007 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965800.000000 Penalty: 108851.484375
Iteration 300F: 33 clusters Score -1.289658e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29650 members 
Mstep: Class 6 contains 29065 members 
Mstep: Class 7 contains 39653 members 
Mstep: Class 8 contains 25636 members 
Mstep: Class 9 contains 44465 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37839 members 
Mstep: Class 12 contains 41368 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 58196 members 
Mstep: Class 19 contains 14488 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 164397 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205468 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59998 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965984.000000 Penalty: 108851.484375
Iteration 301Q: 33 clusters Score -1.28966e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29655 members 
Mstep: Class 6 contains 29061 members 
Mstep: Class 7 contains 39650 members 
Mstep: Class 8 contains 25607 members 
Mstep: Class 9 contains 44451 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 41383 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 58306 members 
Mstep: Class 19 contains 14521 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 164298 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205489 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59989 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966160.000000 Penalty: 108851.484375
Iteration 302Q: 33 clusters Score -1.289662e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29658 members 
Mstep: Class 6 contains 29058 members 
Mstep: Class 7 contains 39653 members 
Mstep: Class 8 contains 25582 members 
Mstep: Class 9 contains 44441 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37787 members 
Mstep: Class 12 contains 41392 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15428 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25684 members 
Mstep: Class 18 contains 58422 members 
Mstep: Class 19 contains 14550 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 164177 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205513 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59985 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966040.000000 Penalty: 108851.484375
Iteration 303Q: 33 clusters Score -1.28966e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 39832 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 29053 members 
Mstep: Class 7 contains 39651 members 
Mstep: Class 8 contains 25549 members 
Mstep: Class 9 contains 44432 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37780 members 
Mstep: Class 12 contains 41412 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15428 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25684 members 
Mstep: Class 18 contains 58538 members 
Mstep: Class 19 contains 14589 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 164071 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205497 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59980 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965968.000000 Penalty: 108851.484375
Iteration 304Q: 33 clusters Score -1.28966e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39833 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 29046 members 
Mstep: Class 7 contains 39653 members 
Mstep: Class 8 contains 25511 members 
Mstep: Class 9 contains 44433 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37764 members 
Mstep: Class 12 contains 41424 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25688 members 
Mstep: Class 18 contains 58641 members 
Mstep: Class 19 contains 14637 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 163951 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205500 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59977 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966072.000000 Penalty: 108851.484375
Iteration 305Q: 33 clusters Score -1.289661e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39833 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 29038 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 44421 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37754 members 
Mstep: Class 12 contains 41437 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25691 members 
Mstep: Class 18 contains 58722 members 
Mstep: Class 19 contains 14690 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 163837 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205540 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59965 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966128.000000 Penalty: 108851.484375
Iteration 306Q: 33 clusters Score -1.289661e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 39834 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 29035 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 44419 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37735 members 
Mstep: Class 12 contains 41445 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25694 members 
Mstep: Class 18 contains 58779 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 163748 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205571 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59964 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966056.000000 Penalty: 108851.484375
Iteration 307Q: 33 clusters Score -1.289661e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 39835 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7100 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 29034 members 
Mstep: Class 7 contains 39666 members 
Mstep: Class 8 contains 25387 members 
Mstep: Class 9 contains 44415 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37725 members 
Mstep: Class 12 contains 41454 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25698 members 
Mstep: Class 18 contains 58824 members 
Mstep: Class 19 contains 14819 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 163666 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205579 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59964 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966032.000000 Penalty: 108851.484375
Iteration 308Q: 33 clusters Score -1.28966e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29662 members 
Mstep: Class 6 contains 29033 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 25350 members 
Mstep: Class 9 contains 44413 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37721 members 
Mstep: Class 12 contains 41466 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25703 members 
Mstep: Class 18 contains 58859 members 
Mstep: Class 19 contains 14889 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 163570 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205598 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59967 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966000.000000 Penalty: 108851.484375
Iteration 309Q: 33 clusters Score -1.28966e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29650 members 
Mstep: Class 6 contains 29029 members 
Mstep: Class 7 contains 39669 members 
Mstep: Class 8 contains 25297 members 
Mstep: Class 9 contains 44403 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 41475 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 58908 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 163480 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205640 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59960 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965944.000000 Penalty: 108851.484375
Iteration 310Q: 33 clusters Score -1.289659e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29640 members 
Mstep: Class 6 contains 29026 members 
Mstep: Class 7 contains 39676 members 
Mstep: Class 8 contains 25246 members 
Mstep: Class 9 contains 44397 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37702 members 
Mstep: Class 12 contains 41490 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25716 members 
Mstep: Class 18 contains 58954 members 
Mstep: Class 19 contains 15039 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 163378 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205679 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59957 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965816.000000 Penalty: 108851.484375
Iteration 311Q: 33 clusters Score -1.289658e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29634 members 
Mstep: Class 6 contains 29026 members 
Mstep: Class 7 contains 39679 members 
Mstep: Class 8 contains 25203 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 41505 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25719 members 
Mstep: Class 18 contains 59003 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 163292 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205700 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59959 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965832.000000 Penalty: 108851.484375
Iteration 312Q: 33 clusters Score -1.289658e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29630 members 
Mstep: Class 6 contains 29025 members 
Mstep: Class 7 contains 39679 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 44393 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37683 members 
Mstep: Class 12 contains 41515 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25721 members 
Mstep: Class 18 contains 59050 members 
Mstep: Class 19 contains 15170 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 163200 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205715 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59967 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965840.000000 Penalty: 108851.484375
Iteration 313Q: 33 clusters Score -1.289658e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 29023 members 
Mstep: Class 7 contains 39681 members 
Mstep: Class 8 contains 25110 members 
Mstep: Class 9 contains 44398 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37679 members 
Mstep: Class 12 contains 41522 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25720 members 
Mstep: Class 18 contains 59088 members 
Mstep: Class 19 contains 15234 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 163107 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205744 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59969 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965912.000000 Penalty: 108851.484375
Iteration 314Q: 33 clusters Score -1.289659e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29625 members 
Mstep: Class 6 contains 29017 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 25045 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37681 members 
Mstep: Class 12 contains 41534 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25724 members 
Mstep: Class 18 contains 59127 members 
Mstep: Class 19 contains 15313 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 163025 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205770 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59972 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965952.000000 Penalty: 108851.484375
Iteration 315Q: 33 clusters Score -1.28966e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 29012 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 24980 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 41545 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25725 members 
Mstep: Class 18 contains 59164 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 162937 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205795 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59972 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965824.000000 Penalty: 108851.484375
Iteration 316Q: 33 clusters Score -1.289658e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7098 members 
Mstep: Class 5 contains 29629 members 
Mstep: Class 6 contains 29009 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 24917 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37682 members 
Mstep: Class 12 contains 41552 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 59196 members 
Mstep: Class 19 contains 15463 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 162848 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205833 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59973 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965944.000000 Penalty: 108851.484375
Iteration 317Q: 33 clusters Score -1.289659e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 29006 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 24845 members 
Mstep: Class 9 contains 44382 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 41560 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25728 members 
Mstep: Class 18 contains 59239 members 
Mstep: Class 19 contains 15539 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162764 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205871 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59975 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965960.000000 Penalty: 108851.484375
Iteration 318Q: 33 clusters Score -1.28966e+08 nChanged 290
Entering ConstructFrom: 
Score: -128965960.000000 Penalty: 108851.484375
Entering ConstructFrom: 
Trying to split cluster 1 (22534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Entering Unmasked Estep 
Score: -3200333.750000 Penalty: 2485.649658
	Iteration 0F: 2 clusters Score -3200334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3184626.500000 Penalty: 4971.299316
	Iteration 0F: 3 clusters Score -3184626 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3190277.000000 Penalty: 4971.299316
	Iteration 1F: 3 clusters Score -3190277 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3190844.750000 Penalty: 4971.299316
	Iteration 2F: 3 clusters Score -3190845 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3191365.750000 Penalty: 4971.299316
	Iteration 3Q: 3 clusters Score -3191366 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3191883.000000 Penalty: 4971.299316
	Iteration 4Q: 3 clusters Score -3191883 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3192404.000000 Penalty: 4971.299316
	Iteration 5Q: 3 clusters Score -3192404 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3192921.500000 Penalty: 4971.299316
	Iteration 6Q: 3 clusters Score -3192922 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3193432.500000 Penalty: 4971.299316
	Iteration 7Q: 3 clusters Score -3193432 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3193917.250000 Penalty: 4971.299316
	Iteration 8Q: 3 clusters Score -3193917 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3194294.000000 Penalty: 4971.299316
	Iteration 9Q: 3 clusters Score -3194294 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3194648.500000 Penalty: 4971.299316
	Iteration 10Q: 3 clusters Score -3194648 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3194936.000000 Penalty: 4971.299316
	Iteration 11Q: 3 clusters Score -3194936 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3195163.250000 Penalty: 4971.299316
	Iteration 12Q: 3 clusters Score -3195163 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3195361.500000 Penalty: 4971.299316
	Iteration 13Q: 3 clusters Score -3195362 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3195519.000000 Penalty: 4971.299316
	Iteration 14Q: 3 clusters Score -3195519 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3195661.000000 Penalty: 4971.299316
	Iteration 15Q: 3 clusters Score -3195661 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3195751.250000 Penalty: 4971.299316
	Iteration 16Q: 3 clusters Score -3195751 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3195872.750000 Penalty: 4971.299316
	Iteration 17Q: 3 clusters Score -3195873 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3195984.250000 Penalty: 4971.299316
	Iteration 18Q: 3 clusters Score -3195984 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3196066.500000 Penalty: 4971.299316
	Iteration 19Q: 3 clusters Score -3196066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3196152.250000 Penalty: 4971.299316
	Iteration 20F: 3 clusters Score -3196152 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3196231.000000 Penalty: 4971.299316
	Iteration 21Q: 3 clusters Score -3196231 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3196321.250000 Penalty: 4971.299316
	Iteration 22Q: 3 clusters Score -3196321 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3196394.750000 Penalty: 4971.299316
	Iteration 23Q: 3 clusters Score -3196395 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3196478.000000 Penalty: 4971.299316
	Iteration 24Q: 3 clusters Score -3196478 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3196534.750000 Penalty: 4971.299316
	Iteration 25Q: 3 clusters Score -3196535 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3196598.500000 Penalty: 4971.299316
	Iteration 26Q: 3 clusters Score -3196598 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3196675.000000 Penalty: 4971.299316
	Iteration 27Q: 3 clusters Score -3196675 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3196776.500000 Penalty: 4971.299316
	Iteration 28Q: 3 clusters Score -3196776 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3196889.750000 Penalty: 4971.299316
	Iteration 29Q: 3 clusters Score -3196890 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3196992.750000 Penalty: 4971.299316
	Iteration 30Q: 3 clusters Score -3196993 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3197097.000000 Penalty: 4971.299316
	Iteration 31Q: 3 clusters Score -3197097 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3197245.250000 Penalty: 4971.299316
	Iteration 32Q: 3 clusters Score -3197245 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3197373.250000 Penalty: 4971.299316
	Iteration 33Q: 3 clusters Score -3197373 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3197491.000000 Penalty: 4971.299316
	Iteration 34Q: 3 clusters Score -3197491 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3197607.000000 Penalty: 4971.299316
	Iteration 35Q: 3 clusters Score -3197607 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3197728.250000 Penalty: 4971.299316
	Iteration 36Q: 3 clusters Score -3197728 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3197821.500000 Penalty: 4971.299316
	Iteration 37Q: 3 clusters Score -3197822 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3197896.750000 Penalty: 4971.299316
	Iteration 38Q: 3 clusters Score -3197897 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3197948.250000 Penalty: 4971.299316
	Iteration 39Q: 3 clusters Score -3197948 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3198004.750000 Penalty: 4971.299316
	Iteration 40F: 3 clusters Score -3198005 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3198055.000000 Penalty: 4971.299316
	Iteration 41Q: 3 clusters Score -3198055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3198086.750000 Penalty: 4971.299316
	Iteration 42Q: 3 clusters Score -3198087 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3198112.500000 Penalty: 4971.299316
	Iteration 43Q: 3 clusters Score -3198112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3198145.750000 Penalty: 4971.299316
	Iteration 44Q: 3 clusters Score -3198146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3198170.250000 Penalty: 4971.299316
	Iteration 45Q: 3 clusters Score -3198170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3198205.000000 Penalty: 4971.299316
	Iteration 46Q: 3 clusters Score -3198205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3198227.250000 Penalty: 4971.299316
	Iteration 47Q: 3 clusters Score -3198227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3198242.500000 Penalty: 4971.299316
	Iteration 48Q: 3 clusters Score -3198242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3198260.000000 Penalty: 4971.299316
	Iteration 49Q: 3 clusters Score -3198260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3198276.250000 Penalty: 4971.299316
	Iteration 50Q: 3 clusters Score -3198276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3198278.250000 Penalty: 4971.299316
	Iteration 51Q: 3 clusters Score -3198278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3198288.000000 Penalty: 4971.299316
	Iteration 52Q: 3 clusters Score -3198288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3198305.500000 Penalty: 4971.299316
	Iteration 53Q: 3 clusters Score -3198306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3198310.250000 Penalty: 4971.299316
	Iteration 54Q: 3 clusters Score -3198310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3198323.250000 Penalty: 4971.299316
	Iteration 55Q: 3 clusters Score -3198323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3198332.000000 Penalty: 4971.299316
	Iteration 56Q: 3 clusters Score -3198332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3198346.250000 Penalty: 4971.299316
	Iteration 57Q: 3 clusters Score -3198346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3198357.250000 Penalty: 4971.299316
	Iteration 58Q: 3 clusters Score -3198357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3198359.000000 Penalty: 4971.299316
	Iteration 59Q: 3 clusters Score -3198359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3198363.750000 Penalty: 4971.299316
	Iteration 60F: 3 clusters Score -3198364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3198367.250000 Penalty: 4971.299316
	Iteration 61Q: 3 clusters Score -3198367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3198377.250000 Penalty: 4971.299316
	Iteration 62Q: 3 clusters Score -3198377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3198381.750000 Penalty: 4971.299316
	Iteration 63Q: 3 clusters Score -3198382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3198393.500000 Penalty: 4971.299316
	Iteration 64Q: 3 clusters Score -3198394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3198405.000000 Penalty: 4971.299316
	Iteration 65Q: 3 clusters Score -3198405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3198410.750000 Penalty: 4971.299316
	Iteration 66Q: 3 clusters Score -3198411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3198415.750000 Penalty: 4971.299316
	Iteration 67Q: 3 clusters Score -3198416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3198416.500000 Penalty: 4971.299316
	Iteration 68Q: 3 clusters Score -3198416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3198418.500000 Penalty: 4971.299316
	Iteration 69Q: 3 clusters Score -3198418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3198416.500000 Penalty: 4971.299316
	Iteration 70Q: 3 clusters Score -3198416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3198422.000000 Penalty: 4971.299316
	Iteration 71Q: 3 clusters Score -3198422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3198425.750000 Penalty: 4971.299316
	Iteration 72Q: 3 clusters Score -3198426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3198432.000000 Penalty: 4971.299316
	Iteration 73Q: 3 clusters Score -3198432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3198439.000000 Penalty: 4971.299316
	Iteration 74Q: 3 clusters Score -3198439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3198446.500000 Penalty: 4971.299316
	Iteration 75Q: 3 clusters Score -3198446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3198446.750000 Penalty: 4971.299316
	Iteration 76Q: 3 clusters Score -3198447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3198447.250000 Penalty: 4971.299316
	Iteration 77Q: 3 clusters Score -3198447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3198451.250000 Penalty: 4971.299316
	Iteration 78Q: 3 clusters Score -3198451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3198455.500000 Penalty: 4971.299316
	Iteration 79Q: 3 clusters Score -3198456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3198454.500000 Penalty: 4971.299316
	Iteration 80F: 3 clusters Score -3198454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3198459.250000 Penalty: 4971.299316
	Iteration 81Q: 3 clusters Score -3198459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3198458.000000 Penalty: 4971.299316
	Iteration 82Q: 3 clusters Score -3198458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3198458.500000 Penalty: 4971.299316
	Iteration 83Q: 3 clusters Score -3198458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3198464.000000 Penalty: 4971.299316
	Iteration 84Q: 3 clusters Score -3198464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3198461.500000 Penalty: 4971.299316
	Iteration 85Q: 3 clusters Score -3198462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3198458.000000 Penalty: 4971.299316
	Iteration 86Q: 3 clusters Score -3198458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3198461.250000 Penalty: 4971.299316
	Iteration 87Q: 3 clusters Score -3198461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3198466.750000 Penalty: 4971.299316
	Iteration 88Q: 3 clusters Score -3198467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3198461.750000 Penalty: 4971.299316
	Iteration 89Q: 3 clusters Score -3198462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3198462.000000 Penalty: 4971.299316
	Iteration 90Q: 3 clusters Score -3198462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3198463.750000 Penalty: 4971.299316
	Iteration 91Q: 3 clusters Score -3198464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3198459.500000 Penalty: 4971.299316
	Iteration 92Q: 3 clusters Score -3198460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3198459.500000 Penalty: 4971.299316
	Iteration 93F: 3 clusters Score -3198460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Entering Unmasked Estep 
Score: -5703902.500000 Penalty: 2626.946533
	Iteration 0F: 2 clusters Score -5703902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5676857.500000 Penalty: 5253.893066
	Iteration 0F: 3 clusters Score -5676858 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5686951.500000 Penalty: 5253.893066
	Iteration 1F: 3 clusters Score -5686952 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5687541.000000 Penalty: 5253.893066
	Iteration 2Q: 3 clusters Score -5687541 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5688223.000000 Penalty: 5253.893066
	Iteration 3Q: 3 clusters Score -5688223 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5689270.500000 Penalty: 5253.893066
	Iteration 4Q: 3 clusters Score -5689270 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5690775.500000 Penalty: 5253.893066
	Iteration 5F: 3 clusters Score -5690776 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5692968.500000 Penalty: 5253.893066
	Iteration 6F: 3 clusters Score -5692968 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5695745.500000 Penalty: 5253.893066
	Iteration 7F: 3 clusters Score -5695746 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -5698358.000000 Penalty: 5253.893066
	Iteration 8F: 3 clusters Score -5698358 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -5700392.500000 Penalty: 5253.893066
	Iteration 9F: 3 clusters Score -5700392 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5701745.500000 Penalty: 5253.893066
	Iteration 10Q: 3 clusters Score -5701746 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5702398.500000 Penalty: 5253.893066
	Iteration 11Q: 3 clusters Score -5702398 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5702723.000000 Penalty: 5253.893066
	Iteration 12Q: 3 clusters Score -5702723 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -5702875.500000 Penalty: 5253.893066
	Iteration 13Q: 3 clusters Score -5702876 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5702954.500000 Penalty: 5253.893066
	Iteration 14Q: 3 clusters Score -5702954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5703008.000000 Penalty: 5253.893066
	Iteration 15Q: 3 clusters Score -5703008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5703022.000000 Penalty: 5253.893066
	Iteration 16Q: 3 clusters Score -5703022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5703045.000000 Penalty: 5253.893066
	Iteration 17Q: 3 clusters Score -5703045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5703051.500000 Penalty: 5253.893066
	Iteration 18Q: 3 clusters Score -5703052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5703061.000000 Penalty: 5253.893066
	Iteration 19Q: 3 clusters Score -5703061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5703069.000000 Penalty: 5253.893066
	Iteration 20F: 3 clusters Score -5703069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5703072.000000 Penalty: 5253.893066
	Iteration 21Q: 3 clusters Score -5703072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5703061.500000 Penalty: 5253.893066
	Iteration 22Q: 3 clusters Score -5703062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5703063.000000 Penalty: 5253.893066
	Iteration 23Q: 3 clusters Score -5703063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5703066.000000 Penalty: 5253.893066
	Iteration 24Q: 3 clusters Score -5703066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5703078.500000 Penalty: 5253.893066
	Iteration 25Q: 3 clusters Score -5703078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5703082.500000 Penalty: 5253.893066
	Iteration 26Q: 3 clusters Score -5703082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5703082.500000 Penalty: 5253.893066
	Iteration 27Q: 3 clusters Score -5703082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5703083.500000 Penalty: 5253.893066
	Iteration 28Q: 3 clusters Score -5703084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5703082.500000 Penalty: 5253.893066
	Iteration 29Q: 3 clusters Score -5703082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5703087.500000 Penalty: 5253.893066
	Iteration 30Q: 3 clusters Score -5703088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5703090.500000 Penalty: 5253.893066
	Iteration 31Q: 3 clusters Score -5703090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5703091.500000 Penalty: 5253.893066
	Iteration 32Q: 3 clusters Score -5703092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5703089.000000 Penalty: 5253.893066
	Iteration 33Q: 3 clusters Score -5703089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -5703095.500000 Penalty: 5253.893066
	Iteration 34Q: 3 clusters Score -5703096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5703095.500000 Penalty: 5253.893066
	Iteration 35Q: 3 clusters Score -5703096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5703097.000000 Penalty: 5253.893066
	Iteration 36Q: 3 clusters Score -5703097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5703097.000000 Penalty: 5253.893066
	Iteration 37Q: 3 clusters Score -5703097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5703100.500000 Penalty: 5253.893066
	Iteration 38Q: 3 clusters Score -5703100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5703098.500000 Penalty: 5253.893066
	Iteration 39Q: 3 clusters Score -5703098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5703098.500000 Penalty: 5253.893066
	Iteration 40F: 3 clusters Score -5703098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -372004.250000 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -372004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -368984.875000 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -368984.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -369566.343750 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -369566.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -369712.750000 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -369712.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -369785.093750 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -369785.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -369836.812500 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -369836.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369881.437500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -369881.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -369911.718750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -369911.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369939.312500 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -369939.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -369964.312500 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -369964.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -369981.875000 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -369981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -369995.718750 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -369995.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -370006.718750 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -370006.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370017.406250 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -370017.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370029.437500 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -370029.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -370037.968750 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -370038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -370045.812500 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -370045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -370050.875000 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -370050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -370054.531250 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -370054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370058.968750 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -370059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -370062.375000 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -370062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -370065.781250 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -370065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -370067.968750 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -370068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370069.968750 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -370070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370070.500000 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -370070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370072.781250 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -370072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -370075.156250 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -370075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -370079.062500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -370079.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -370082.625000 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -370082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -370087.031250 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -370087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -370091.343750 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -370091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -370093.656250 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -370093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -370096.562500 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -370096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370101.000000 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -370101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370104.468750 Penalty: 3891.132080
	Iteration 33Q: 3 clusters Score -370104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -370106.437500 Penalty: 3891.132080
	Iteration 34Q: 3 clusters Score -370106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -370106.906250 Penalty: 3891.132080
	Iteration 35Q: 3 clusters Score -370106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370107.218750 Penalty: 3891.132080
	Iteration 36Q: 3 clusters Score -370107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -370107.781250 Penalty: 3891.132080
	Iteration 37Q: 3 clusters Score -370107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -370109.468750 Penalty: 3891.132080
	Iteration 38Q: 3 clusters Score -370109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -370112.281250 Penalty: 3891.132080
	Iteration 39Q: 3 clusters Score -370112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -370118.593750 Penalty: 3891.132080
	Iteration 40F: 3 clusters Score -370118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -370124.187500 Penalty: 3891.132080
	Iteration 41Q: 3 clusters Score -370124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -370129.281250 Penalty: 3891.132080
	Iteration 42Q: 3 clusters Score -370129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -370131.093750 Penalty: 3891.132080
	Iteration 43Q: 3 clusters Score -370131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -370132.500000 Penalty: 3891.132080
	Iteration 44Q: 3 clusters Score -370132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -370133.250000 Penalty: 3891.132080
	Iteration 45Q: 3 clusters Score -370133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -370133.250000 Penalty: 3891.132080
	Iteration 46F: 3 clusters Score -370133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Entering Unmasked Estep 
Score: -957197.125000 Penalty: 2199.122070
	Iteration 0F: 2 clusters Score -957197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -951388.687500 Penalty: 4398.244141
	Iteration 0F: 3 clusters Score -951388.7 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -952933.937500 Penalty: 4398.244141
	Iteration 1F: 3 clusters Score -952933.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -953318.812500 Penalty: 4398.244141
	Iteration 2F: 3 clusters Score -953318.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -953620.437500 Penalty: 4398.244141
	Iteration 3F: 3 clusters Score -953620.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -953813.937500 Penalty: 4398.244141
	Iteration 4Q: 3 clusters Score -953813.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -953928.250000 Penalty: 4398.244141
	Iteration 5Q: 3 clusters Score -953928.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -954028.625000 Penalty: 4398.244141
	Iteration 6Q: 3 clusters Score -954028.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -954116.750000 Penalty: 4398.244141
	Iteration 7Q: 3 clusters Score -954116.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -954204.625000 Penalty: 4398.244141
	Iteration 8Q: 3 clusters Score -954204.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -954292.250000 Penalty: 4398.244141
	Iteration 9Q: 3 clusters Score -954292.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -954363.875000 Penalty: 4398.244141
	Iteration 10Q: 3 clusters Score -954363.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -954428.625000 Penalty: 4398.244141
	Iteration 11Q: 3 clusters Score -954428.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -954482.562500 Penalty: 4398.244141
	Iteration 12Q: 3 clusters Score -954482.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -954534.125000 Penalty: 4398.244141
	Iteration 13Q: 3 clusters Score -954534.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -954582.875000 Penalty: 4398.244141
	Iteration 14Q: 3 clusters Score -954582.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -954621.625000 Penalty: 4398.244141
	Iteration 15Q: 3 clusters Score -954621.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -954654.937500 Penalty: 4398.244141
	Iteration 16Q: 3 clusters Score -954654.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -954688.250000 Penalty: 4398.244141
	Iteration 17Q: 3 clusters Score -954688.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -954717.250000 Penalty: 4398.244141
	Iteration 18Q: 3 clusters Score -954717.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -954743.312500 Penalty: 4398.244141
	Iteration 19Q: 3 clusters Score -954743.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -954772.125000 Penalty: 4398.244141
	Iteration 20F: 3 clusters Score -954772.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -954799.375000 Penalty: 4398.244141
	Iteration 21Q: 3 clusters Score -954799.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -954828.875000 Penalty: 4398.244141
	Iteration 22Q: 3 clusters Score -954828.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -954861.500000 Penalty: 4398.244141
	Iteration 23Q: 3 clusters Score -954861.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -954894.937500 Penalty: 4398.244141
	Iteration 24Q: 3 clusters Score -954894.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -954925.375000 Penalty: 4398.244141
	Iteration 25Q: 3 clusters Score -954925.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -954951.875000 Penalty: 4398.244141
	Iteration 26Q: 3 clusters Score -954951.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -954982.062500 Penalty: 4398.244141
	Iteration 27Q: 3 clusters Score -954982.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -955021.687500 Penalty: 4398.244141
	Iteration 28Q: 3 clusters Score -955021.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -955068.750000 Penalty: 4398.244141
	Iteration 29Q: 3 clusters Score -955068.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -955115.875000 Penalty: 4398.244141
	Iteration 30Q: 3 clusters Score -955115.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -955169.625000 Penalty: 4398.244141
	Iteration 31Q: 3 clusters Score -955169.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -955231.562500 Penalty: 4398.244141
	Iteration 32Q: 3 clusters Score -955231.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -955305.812500 Penalty: 4398.244141
	Iteration 33Q: 3 clusters Score -955305.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -955410.125000 Penalty: 4398.244141
	Iteration 34Q: 3 clusters Score -955410.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -955528.750000 Penalty: 4398.244141
	Iteration 35Q: 3 clusters Score -955528.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -955647.062500 Penalty: 4398.244141
	Iteration 36Q: 3 clusters Score -955647.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -955783.625000 Penalty: 4398.244141
	Iteration 37Q: 3 clusters Score -955783.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -955915.312500 Penalty: 4398.244141
	Iteration 38Q: 3 clusters Score -955915.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -956051.062500 Penalty: 4398.244141
	Iteration 39Q: 3 clusters Score -956051.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -956180.500000 Penalty: 4398.244141
	Iteration 40F: 3 clusters Score -956180.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -956279.125000 Penalty: 4398.244141
	Iteration 41Q: 3 clusters Score -956279.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -956366.437500 Penalty: 4398.244141
	Iteration 42Q: 3 clusters Score -956366.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -956424.562500 Penalty: 4398.244141
	Iteration 43Q: 3 clusters Score -956424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -956448.750000 Penalty: 4398.244141
	Iteration 44Q: 3 clusters Score -956448.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -956462.250000 Penalty: 4398.244141
	Iteration 45Q: 3 clusters Score -956462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -956475.062500 Penalty: 4398.244141
	Iteration 46Q: 3 clusters Score -956475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -956478.437500 Penalty: 4398.244141
	Iteration 47Q: 3 clusters Score -956478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -956481.750000 Penalty: 4398.244141
	Iteration 48Q: 3 clusters Score -956481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -956484.812500 Penalty: 4398.244141
	Iteration 49Q: 3 clusters Score -956484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -956490.437500 Penalty: 4398.244141
	Iteration 50Q: 3 clusters Score -956490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -956496.812500 Penalty: 4398.244141
	Iteration 51Q: 3 clusters Score -956496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -956499.812500 Penalty: 4398.244141
	Iteration 52Q: 3 clusters Score -956499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -956505.125000 Penalty: 4398.244141
	Iteration 53Q: 3 clusters Score -956505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -956507.687500 Penalty: 4398.244141
	Iteration 54Q: 3 clusters Score -956507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -956510.312500 Penalty: 4398.244141
	Iteration 55Q: 3 clusters Score -956510.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -956512.750000 Penalty: 4398.244141
	Iteration 56Q: 3 clusters Score -956512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -956513.000000 Penalty: 4398.244141
	Iteration 57Q: 3 clusters Score -956513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -956517.625000 Penalty: 4398.244141
	Iteration 58Q: 3 clusters Score -956517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -956522.500000 Penalty: 4398.244141
	Iteration 59Q: 3 clusters Score -956522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -956526.375000 Penalty: 4398.244141
	Iteration 60F: 3 clusters Score -956526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -956527.312500 Penalty: 4398.244141
	Iteration 61Q: 3 clusters Score -956527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -956529.750000 Penalty: 4398.244141
	Iteration 62Q: 3 clusters Score -956529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -956528.437500 Penalty: 4398.244141
	Iteration 63Q: 3 clusters Score -956528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -956529.312500 Penalty: 4398.244141
	Iteration 64Q: 3 clusters Score -956529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -956529.312500 Penalty: 4398.244141
	Iteration 65F: 3 clusters Score -956529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Entering Unmasked Estep 
Score: -4386455.500000 Penalty: 2553.534180
	Iteration 0F: 2 clusters Score -4386456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4366227.500000 Penalty: 5107.068359
	Iteration 0F: 3 clusters Score -4366228 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4373378.000000 Penalty: 5107.068359
	Iteration 1F: 3 clusters Score -4373378 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4373849.000000 Penalty: 5107.068359
	Iteration 2Q: 3 clusters Score -4373849 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4374240.500000 Penalty: 5107.068359
	Iteration 3Q: 3 clusters Score -4374240 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4374648.000000 Penalty: 5107.068359
	Iteration 4Q: 3 clusters Score -4374648 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4375075.500000 Penalty: 5107.068359
	Iteration 5Q: 3 clusters Score -4375076 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4375666.000000 Penalty: 5107.068359
	Iteration 6Q: 3 clusters Score -4375666 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4376557.000000 Penalty: 5107.068359
	Iteration 7F: 3 clusters Score -4376557 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4377878.500000 Penalty: 5107.068359
	Iteration 8F: 3 clusters Score -4377878 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4379571.000000 Penalty: 5107.068359
	Iteration 9F: 3 clusters Score -4379571 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4381316.000000 Penalty: 5107.068359
	Iteration 10F: 3 clusters Score -4381316 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4382675.000000 Penalty: 5107.068359
	Iteration 11Q: 3 clusters Score -4382675 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4383487.000000 Penalty: 5107.068359
	Iteration 12Q: 3 clusters Score -4383487 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4383809.500000 Penalty: 5107.068359
	Iteration 13Q: 3 clusters Score -4383810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4383976.500000 Penalty: 5107.068359
	Iteration 14Q: 3 clusters Score -4383976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4384088.500000 Penalty: 5107.068359
	Iteration 15Q: 3 clusters Score -4384088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4384148.000000 Penalty: 5107.068359
	Iteration 16Q: 3 clusters Score -4384148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4384186.500000 Penalty: 5107.068359
	Iteration 17Q: 3 clusters Score -4384186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4384218.500000 Penalty: 5107.068359
	Iteration 18Q: 3 clusters Score -4384218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4384233.500000 Penalty: 5107.068359
	Iteration 19Q: 3 clusters Score -4384234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4384244.000000 Penalty: 5107.068359
	Iteration 20F: 3 clusters Score -4384244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4384252.500000 Penalty: 5107.068359
	Iteration 21Q: 3 clusters Score -4384252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4384258.500000 Penalty: 5107.068359
	Iteration 22Q: 3 clusters Score -4384258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4384261.000000 Penalty: 5107.068359
	Iteration 23Q: 3 clusters Score -4384261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4384265.000000 Penalty: 5107.068359
	Iteration 24Q: 3 clusters Score -4384265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4384269.500000 Penalty: 5107.068359
	Iteration 25Q: 3 clusters Score -4384270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4384270.000000 Penalty: 5107.068359
	Iteration 26Q: 3 clusters Score -4384270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4384274.000000 Penalty: 5107.068359
	Iteration 27Q: 3 clusters Score -4384274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4384280.500000 Penalty: 5107.068359
	Iteration 28Q: 3 clusters Score -4384280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4384279.000000 Penalty: 5107.068359
	Iteration 29Q: 3 clusters Score -4384279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4384281.500000 Penalty: 5107.068359
	Iteration 30Q: 3 clusters Score -4384282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4384284.500000 Penalty: 5107.068359
	Iteration 31Q: 3 clusters Score -4384284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4384284.500000 Penalty: 5107.068359
	Iteration 32F: 3 clusters Score -4384284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Entering Unmasked Estep 
Score: -4204157.000000 Penalty: 2548.263916
	Iteration 0F: 2 clusters Score -4204157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4184268.250000 Penalty: 5096.527832
	Iteration 0F: 3 clusters Score -4184268 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4191304.750000 Penalty: 5096.527832
	Iteration 1F: 3 clusters Score -4191305 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4191803.000000 Penalty: 5096.527832
	Iteration 2Q: 3 clusters Score -4191803 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4192306.000000 Penalty: 5096.527832
	Iteration 3Q: 3 clusters Score -4192306 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4192852.750000 Penalty: 5096.527832
	Iteration 4Q: 3 clusters Score -4192853 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4193562.250000 Penalty: 5096.527832
	Iteration 5Q: 3 clusters Score -4193562 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4194622.000000 Penalty: 5096.527832
	Iteration 6F: 3 clusters Score -4194622 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4196045.000000 Penalty: 5096.527832
	Iteration 7F: 3 clusters Score -4196045 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4197782.500000 Penalty: 5096.527832
	Iteration 8F: 3 clusters Score -4197782 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4199447.000000 Penalty: 5096.527832
	Iteration 9F: 3 clusters Score -4199447 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4200664.000000 Penalty: 5096.527832
	Iteration 10Q: 3 clusters Score -4200664 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4201382.500000 Penalty: 5096.527832
	Iteration 11Q: 3 clusters Score -4201382 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4201768.000000 Penalty: 5096.527832
	Iteration 12Q: 3 clusters Score -4201768 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4201948.000000 Penalty: 5096.527832
	Iteration 13Q: 3 clusters Score -4201948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4202072.500000 Penalty: 5096.527832
	Iteration 14Q: 3 clusters Score -4202072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4202176.500000 Penalty: 5096.527832
	Iteration 15Q: 3 clusters Score -4202176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4202259.500000 Penalty: 5096.527832
	Iteration 16Q: 3 clusters Score -4202260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4202319.500000 Penalty: 5096.527832
	Iteration 17Q: 3 clusters Score -4202320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4202374.500000 Penalty: 5096.527832
	Iteration 18Q: 3 clusters Score -4202374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4202402.500000 Penalty: 5096.527832
	Iteration 19Q: 3 clusters Score -4202402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4202431.000000 Penalty: 5096.527832
	Iteration 20F: 3 clusters Score -4202431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4202444.000000 Penalty: 5096.527832
	Iteration 21Q: 3 clusters Score -4202444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4202457.000000 Penalty: 5096.527832
	Iteration 22Q: 3 clusters Score -4202457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4202470.500000 Penalty: 5096.527832
	Iteration 23Q: 3 clusters Score -4202470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4202478.000000 Penalty: 5096.527832
	Iteration 24Q: 3 clusters Score -4202478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4202485.000000 Penalty: 5096.527832
	Iteration 25Q: 3 clusters Score -4202485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4202487.000000 Penalty: 5096.527832
	Iteration 26Q: 3 clusters Score -4202487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4202488.500000 Penalty: 5096.527832
	Iteration 27Q: 3 clusters Score -4202488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4202488.000000 Penalty: 5096.527832
	Iteration 28Q: 3 clusters Score -4202488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4202488.500000 Penalty: 5096.527832
	Iteration 29Q: 3 clusters Score -4202488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4202490.000000 Penalty: 5096.527832
	Iteration 30Q: 3 clusters Score -4202490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4202490.000000 Penalty: 5096.527832
	Iteration 31F: 3 clusters Score -4202490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Entering Unmasked Estep 
Score: -5516045.000000 Penalty: 2626.017090
	Iteration 0F: 2 clusters Score -5516045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5489130.000000 Penalty: 5252.034180
	Iteration 0F: 3 clusters Score -5489130 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5499210.000000 Penalty: 5252.034180
	Iteration 1F: 3 clusters Score -5499210 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5499826.000000 Penalty: 5252.034180
	Iteration 2Q: 3 clusters Score -5499826 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5500540.500000 Penalty: 5252.034180
	Iteration 3Q: 3 clusters Score -5500540 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5501288.000000 Penalty: 5252.034180
	Iteration 4Q: 3 clusters Score -5501288 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5502153.500000 Penalty: 5252.034180
	Iteration 5Q: 3 clusters Score -5502154 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5503138.500000 Penalty: 5252.034180
	Iteration 6F: 3 clusters Score -5503138 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5504293.500000 Penalty: 5252.034180
	Iteration 7F: 3 clusters Score -5504294 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -5505548.000000 Penalty: 5252.034180
	Iteration 8F: 3 clusters Score -5505548 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -5506847.000000 Penalty: 5252.034180
	Iteration 9F: 3 clusters Score -5506847 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5508194.000000 Penalty: 5252.034180
	Iteration 10F: 3 clusters Score -5508194 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -5509440.000000 Penalty: 5252.034180
	Iteration 11Q: 3 clusters Score -5509440 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5510670.500000 Penalty: 5252.034180
	Iteration 12Q: 3 clusters Score -5510670 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5511635.000000 Penalty: 5252.034180
	Iteration 13Q: 3 clusters Score -5511635 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5512443.000000 Penalty: 5252.034180
	Iteration 14Q: 3 clusters Score -5512443 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5513001.500000 Penalty: 5252.034180
	Iteration 15Q: 3 clusters Score -5513002 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5513363.000000 Penalty: 5252.034180
	Iteration 16Q: 3 clusters Score -5513363 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5513549.000000 Penalty: 5252.034180
	Iteration 17Q: 3 clusters Score -5513549 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5513684.000000 Penalty: 5252.034180
	Iteration 18Q: 3 clusters Score -5513684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5513784.000000 Penalty: 5252.034180
	Iteration 19Q: 3 clusters Score -5513784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5513885.000000 Penalty: 5252.034180
	Iteration 20F: 3 clusters Score -5513885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5513935.000000 Penalty: 5252.034180
	Iteration 21Q: 3 clusters Score -5513935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5513974.000000 Penalty: 5252.034180
	Iteration 22Q: 3 clusters Score -5513974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5513991.000000 Penalty: 5252.034180
	Iteration 23Q: 3 clusters Score -5513991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5514013.500000 Penalty: 5252.034180
	Iteration 24Q: 3 clusters Score -5514014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5514039.000000 Penalty: 5252.034180
	Iteration 25Q: 3 clusters Score -5514039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5514035.500000 Penalty: 5252.034180
	Iteration 26Q: 3 clusters Score -5514036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5514056.000000 Penalty: 5252.034180
	Iteration 27Q: 3 clusters Score -5514056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5514069.500000 Penalty: 5252.034180
	Iteration 28Q: 3 clusters Score -5514070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5514081.000000 Penalty: 5252.034180
	Iteration 29Q: 3 clusters Score -5514081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5514099.500000 Penalty: 5252.034180
	Iteration 30Q: 3 clusters Score -5514100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5514106.500000 Penalty: 5252.034180
	Iteration 31Q: 3 clusters Score -5514106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5514113.500000 Penalty: 5252.034180
	Iteration 32Q: 3 clusters Score -5514114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5514130.500000 Penalty: 5252.034180
	Iteration 33Q: 3 clusters Score -5514130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5514134.500000 Penalty: 5252.034180
	Iteration 34Q: 3 clusters Score -5514134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5514142.500000 Penalty: 5252.034180
	Iteration 35Q: 3 clusters Score -5514142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5514149.000000 Penalty: 5252.034180
	Iteration 36Q: 3 clusters Score -5514149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5514159.000000 Penalty: 5252.034180
	Iteration 37Q: 3 clusters Score -5514159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5514160.000000 Penalty: 5252.034180
	Iteration 38Q: 3 clusters Score -5514160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5514161.500000 Penalty: 5252.034180
	Iteration 39Q: 3 clusters Score -5514162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5514161.500000 Penalty: 5252.034180
	Iteration 40F: 3 clusters Score -5514162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Entering Unmasked Estep 
Score: -3524747.750000 Penalty: 2509.212402
	Iteration 0F: 2 clusters Score -3524748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3507618.750000 Penalty: 5018.424805
	Iteration 0F: 3 clusters Score -3507619 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3513558.000000 Penalty: 5018.424805
	Iteration 1F: 3 clusters Score -3513558 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3514025.250000 Penalty: 5018.424805
	Iteration 2F: 3 clusters Score -3514025 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3514396.250000 Penalty: 5018.424805
	Iteration 3Q: 3 clusters Score -3514396 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3514825.750000 Penalty: 5018.424805
	Iteration 4Q: 3 clusters Score -3514826 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3515376.250000 Penalty: 5018.424805
	Iteration 5Q: 3 clusters Score -3515376 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3516082.000000 Penalty: 5018.424805
	Iteration 6Q: 3 clusters Score -3516082 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3516948.500000 Penalty: 5018.424805
	Iteration 7F: 3 clusters Score -3516948 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3517829.000000 Penalty: 5018.424805
	Iteration 8F: 3 clusters Score -3517829 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3518626.500000 Penalty: 5018.424805
	Iteration 9F: 3 clusters Score -3518626 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3519342.250000 Penalty: 5018.424805
	Iteration 10F: 3 clusters Score -3519342 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3519981.500000 Penalty: 5018.424805
	Iteration 11Q: 3 clusters Score -3519982 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3520515.250000 Penalty: 5018.424805
	Iteration 12Q: 3 clusters Score -3520515 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3521046.000000 Penalty: 5018.424805
	Iteration 13Q: 3 clusters Score -3521046 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3521534.500000 Penalty: 5018.424805
	Iteration 14Q: 3 clusters Score -3521534 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3522060.250000 Penalty: 5018.424805
	Iteration 15Q: 3 clusters Score -3522060 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3522700.000000 Penalty: 5018.424805
	Iteration 16Q: 3 clusters Score -3522700 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3523370.000000 Penalty: 5018.424805
	Iteration 17Q: 3 clusters Score -3523370 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3523894.250000 Penalty: 5018.424805
	Iteration 18Q: 3 clusters Score -3523894 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3524109.000000 Penalty: 5018.424805
	Iteration 19Q: 3 clusters Score -3524109 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3524194.500000 Penalty: 5018.424805
	Iteration 20F: 3 clusters Score -3524194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3524230.750000 Penalty: 5018.424805
	Iteration 21Q: 3 clusters Score -3524231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3524251.000000 Penalty: 5018.424805
	Iteration 22Q: 3 clusters Score -3524251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3524259.500000 Penalty: 5018.424805
	Iteration 23Q: 3 clusters Score -3524260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3524279.500000 Penalty: 5018.424805
	Iteration 24Q: 3 clusters Score -3524280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3524280.000000 Penalty: 5018.424805
	Iteration 25Q: 3 clusters Score -3524280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3524280.250000 Penalty: 5018.424805
	Iteration 26Q: 3 clusters Score -3524280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3524281.750000 Penalty: 5018.424805
	Iteration 27Q: 3 clusters Score -3524282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3524281.000000 Penalty: 5018.424805
	Iteration 28Q: 3 clusters Score -3524281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3524281.750000 Penalty: 5018.424805
	Iteration 29Q: 3 clusters Score -3524282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3524279.500000 Penalty: 5018.424805
	Iteration 30Q: 3 clusters Score -3524280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3524281.250000 Penalty: 5018.424805
	Iteration 31Q: 3 clusters Score -3524281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3524281.250000 Penalty: 5018.424805
	Iteration 32Q: 3 clusters Score -3524281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3524282.500000 Penalty: 5018.424805
	Iteration 33Q: 3 clusters Score -3524282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3524287.500000 Penalty: 5018.424805
	Iteration 34Q: 3 clusters Score -3524288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3524287.000000 Penalty: 5018.424805
	Iteration 35Q: 3 clusters Score -3524287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3524287.000000 Penalty: 5018.424805
	Iteration 36F: 3 clusters Score -3524287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Entering Unmasked Estep 
Score: -6534808.000000 Penalty: 2653.762939
	Iteration 0F: 2 clusters Score -6534808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6504702.500000 Penalty: 5307.525879
	Iteration 0F: 3 clusters Score -6504702 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -6515854.000000 Penalty: 5307.525879
	Iteration 1F: 3 clusters Score -6515854 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6516424.000000 Penalty: 5307.525879
	Iteration 2Q: 3 clusters Score -6516424 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -6516983.500000 Penalty: 5307.525879
	Iteration 3Q: 3 clusters Score -6516984 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -6517547.500000 Penalty: 5307.525879
	Iteration 4Q: 3 clusters Score -6517548 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -6518156.500000 Penalty: 5307.525879
	Iteration 5Q: 3 clusters Score -6518156 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6519084.000000 Penalty: 5307.525879
	Iteration 6Q: 3 clusters Score -6519084 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -6520504.500000 Penalty: 5307.525879
	Iteration 7F: 3 clusters Score -6520504 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -6522624.500000 Penalty: 5307.525879
	Iteration 8F: 3 clusters Score -6522624 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -6525417.000000 Penalty: 5307.525879
	Iteration 9F: 3 clusters Score -6525417 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6528206.000000 Penalty: 5307.525879
	Iteration 10F: 3 clusters Score -6528206 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6530341.500000 Penalty: 5307.525879
	Iteration 11Q: 3 clusters Score -6530342 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6531515.500000 Penalty: 5307.525879
	Iteration 12Q: 3 clusters Score -6531516 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6532013.500000 Penalty: 5307.525879
	Iteration 13Q: 3 clusters Score -6532014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6532222.000000 Penalty: 5307.525879
	Iteration 14Q: 3 clusters Score -6532222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6532361.000000 Penalty: 5307.525879
	Iteration 15Q: 3 clusters Score -6532361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6532433.500000 Penalty: 5307.525879
	Iteration 16Q: 3 clusters Score -6532434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6532484.000000 Penalty: 5307.525879
	Iteration 17Q: 3 clusters Score -6532484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6532511.000000 Penalty: 5307.525879
	Iteration 18Q: 3 clusters Score -6532511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6532533.500000 Penalty: 5307.525879
	Iteration 19Q: 3 clusters Score -6532534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6532548.500000 Penalty: 5307.525879
	Iteration 20F: 3 clusters Score -6532548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6532548.000000 Penalty: 5307.525879
	Iteration 21Q: 3 clusters Score -6532548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6532549.500000 Penalty: 5307.525879
	Iteration 22Q: 3 clusters Score -6532550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6532554.000000 Penalty: 5307.525879
	Iteration 23Q: 3 clusters Score -6532554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6532557.000000 Penalty: 5307.525879
	Iteration 24Q: 3 clusters Score -6532557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6532557.500000 Penalty: 5307.525879
	Iteration 25Q: 3 clusters Score -6532558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6532563.000000 Penalty: 5307.525879
	Iteration 26Q: 3 clusters Score -6532563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6532566.000000 Penalty: 5307.525879
	Iteration 27Q: 3 clusters Score -6532566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6532563.000000 Penalty: 5307.525879
	Iteration 28Q: 3 clusters Score -6532563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6532563.000000 Penalty: 5307.525879
	Iteration 29F: 3 clusters Score -6532563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -833862.625000 Penalty: 2147.914795
	Iteration 0F: 2 clusters Score -833862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -828840.937500 Penalty: 4295.829590
	Iteration 0F: 3 clusters Score -828840.9 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -830069.625000 Penalty: 4295.829590
	Iteration 1F: 3 clusters Score -830069.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -830276.125000 Penalty: 4295.829590
	Iteration 2F: 3 clusters Score -830276.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -830407.000000 Penalty: 4295.829590
	Iteration 3Q: 3 clusters Score -830407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -830498.437500 Penalty: 4295.829590
	Iteration 4Q: 3 clusters Score -830498.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -830559.187500 Penalty: 4295.829590
	Iteration 5Q: 3 clusters Score -830559.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -830601.625000 Penalty: 4295.829590
	Iteration 6Q: 3 clusters Score -830601.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -830633.875000 Penalty: 4295.829590
	Iteration 7Q: 3 clusters Score -830633.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -830664.500000 Penalty: 4295.829590
	Iteration 8Q: 3 clusters Score -830664.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -830692.187500 Penalty: 4295.829590
	Iteration 9Q: 3 clusters Score -830692.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -830709.500000 Penalty: 4295.829590
	Iteration 10Q: 3 clusters Score -830709.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -830731.812500 Penalty: 4295.829590
	Iteration 11Q: 3 clusters Score -830731.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -830756.187500 Penalty: 4295.829590
	Iteration 12Q: 3 clusters Score -830756.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -830784.062500 Penalty: 4295.829590
	Iteration 13Q: 3 clusters Score -830784.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -830819.437500 Penalty: 4295.829590
	Iteration 14Q: 3 clusters Score -830819.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -830856.875000 Penalty: 4295.829590
	Iteration 15Q: 3 clusters Score -830856.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -830891.062500 Penalty: 4295.829590
	Iteration 16Q: 3 clusters Score -830891.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -830931.437500 Penalty: 4295.829590
	Iteration 17Q: 3 clusters Score -830931.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -830970.062500 Penalty: 4295.829590
	Iteration 18Q: 3 clusters Score -830970.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -831010.062500 Penalty: 4295.829590
	Iteration 19Q: 3 clusters Score -831010.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -831067.375000 Penalty: 4295.829590
	Iteration 20F: 3 clusters Score -831067.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -831125.375000 Penalty: 4295.829590
	Iteration 21Q: 3 clusters Score -831125.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -831177.000000 Penalty: 4295.829590
	Iteration 22Q: 3 clusters Score -831177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -831233.625000 Penalty: 4295.829590
	Iteration 23Q: 3 clusters Score -831233.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -831306.562500 Penalty: 4295.829590
	Iteration 24Q: 3 clusters Score -831306.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -831381.437500 Penalty: 4295.829590
	Iteration 25Q: 3 clusters Score -831381.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -831453.250000 Penalty: 4295.829590
	Iteration 26Q: 3 clusters Score -831453.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -831536.187500 Penalty: 4295.829590
	Iteration 27Q: 3 clusters Score -831536.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -831619.312500 Penalty: 4295.829590
	Iteration 28Q: 3 clusters Score -831619.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -831705.625000 Penalty: 4295.829590
	Iteration 29Q: 3 clusters Score -831705.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -831775.000000 Penalty: 4295.829590
	Iteration 30Q: 3 clusters Score -831775 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -831838.687500 Penalty: 4295.829590
	Iteration 31Q: 3 clusters Score -831838.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -831896.562500 Penalty: 4295.829590
	Iteration 32Q: 3 clusters Score -831896.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -831950.437500 Penalty: 4295.829590
	Iteration 33Q: 3 clusters Score -831950.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -832005.312500 Penalty: 4295.829590
	Iteration 34Q: 3 clusters Score -832005.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -832048.125000 Penalty: 4295.829590
	Iteration 35Q: 3 clusters Score -832048.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -832079.750000 Penalty: 4295.829590
	Iteration 36Q: 3 clusters Score -832079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -832102.312500 Penalty: 4295.829590
	Iteration 37Q: 3 clusters Score -832102.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -832120.625000 Penalty: 4295.829590
	Iteration 38Q: 3 clusters Score -832120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -832124.812500 Penalty: 4295.829590
	Iteration 39Q: 3 clusters Score -832124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -832130.500000 Penalty: 4295.829590
	Iteration 40F: 3 clusters Score -832130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -832133.750000 Penalty: 4295.829590
	Iteration 41Q: 3 clusters Score -832133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -832137.937500 Penalty: 4295.829590
	Iteration 42Q: 3 clusters Score -832137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -832138.750000 Penalty: 4295.829590
	Iteration 43Q: 3 clusters Score -832138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -832140.125000 Penalty: 4295.829590
	Iteration 44Q: 3 clusters Score -832140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -832143.062500 Penalty: 4295.829590
	Iteration 45Q: 3 clusters Score -832143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -832146.562500 Penalty: 4295.829590
	Iteration 46Q: 3 clusters Score -832146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -832147.125000 Penalty: 4295.829590
	Iteration 47Q: 3 clusters Score -832147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -832147.125000 Penalty: 4295.829590
	Iteration 48F: 3 clusters Score -832147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Entering Unmasked Estep 
Score: -5589323.000000 Penalty: 2613.134277
	Iteration 0F: 2 clusters Score -5589323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5563927.500000 Penalty: 5226.268555
	Iteration 0F: 3 clusters Score -5563928 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5573414.000000 Penalty: 5226.268555
	Iteration 1F: 3 clusters Score -5573414 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5574141.000000 Penalty: 5226.268555
	Iteration 2Q: 3 clusters Score -5574141 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5575021.000000 Penalty: 5226.268555
	Iteration 3F: 3 clusters Score -5575021 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5576243.000000 Penalty: 5226.268555
	Iteration 4F: 3 clusters Score -5576243 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -5577921.500000 Penalty: 5226.268555
	Iteration 5F: 3 clusters Score -5577922 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5580161.000000 Penalty: 5226.268555
	Iteration 6F: 3 clusters Score -5580161 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5582446.500000 Penalty: 5226.268555
	Iteration 7F: 3 clusters Score -5582446 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5584246.000000 Penalty: 5226.268555
	Iteration 8Q: 3 clusters Score -5584246 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -5585376.000000 Penalty: 5226.268555
	Iteration 9Q: 3 clusters Score -5585376 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5585978.500000 Penalty: 5226.268555
	Iteration 10Q: 3 clusters Score -5585978 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -5586277.500000 Penalty: 5226.268555
	Iteration 11Q: 3 clusters Score -5586278 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5586405.000000 Penalty: 5226.268555
	Iteration 12Q: 3 clusters Score -5586405 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -5586505.500000 Penalty: 5226.268555
	Iteration 13Q: 3 clusters Score -5586506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5586579.000000 Penalty: 5226.268555
	Iteration 14Q: 3 clusters Score -5586579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -5586623.000000 Penalty: 5226.268555
	Iteration 15Q: 3 clusters Score -5586623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5586655.500000 Penalty: 5226.268555
	Iteration 16Q: 3 clusters Score -5586656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5586709.000000 Penalty: 5226.268555
	Iteration 17Q: 3 clusters Score -5586709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5586754.500000 Penalty: 5226.268555
	Iteration 18Q: 3 clusters Score -5586754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -5586792.000000 Penalty: 5226.268555
	Iteration 19Q: 3 clusters Score -5586792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -5586817.000000 Penalty: 5226.268555
	Iteration 20F: 3 clusters Score -5586817 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5586850.500000 Penalty: 5226.268555
	Iteration 21Q: 3 clusters Score -5586850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -5586858.500000 Penalty: 5226.268555
	Iteration 22Q: 3 clusters Score -5586858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5586881.000000 Penalty: 5226.268555
	Iteration 23Q: 3 clusters Score -5586881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -5586899.500000 Penalty: 5226.268555
	Iteration 24Q: 3 clusters Score -5586900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5586915.000000 Penalty: 5226.268555
	Iteration 25Q: 3 clusters Score -5586915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5586942.000000 Penalty: 5226.268555
	Iteration 26Q: 3 clusters Score -5586942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -5586945.500000 Penalty: 5226.268555
	Iteration 27Q: 3 clusters Score -5586946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5586958.000000 Penalty: 5226.268555
	Iteration 28Q: 3 clusters Score -5586958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5586959.500000 Penalty: 5226.268555
	Iteration 29Q: 3 clusters Score -5586960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5586980.500000 Penalty: 5226.268555
	Iteration 30Q: 3 clusters Score -5586980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5587002.000000 Penalty: 5226.268555
	Iteration 31Q: 3 clusters Score -5587002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5587010.500000 Penalty: 5226.268555
	Iteration 32Q: 3 clusters Score -5587010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5587018.500000 Penalty: 5226.268555
	Iteration 33Q: 3 clusters Score -5587018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5587018.000000 Penalty: 5226.268555
	Iteration 34Q: 3 clusters Score -5587018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5587041.500000 Penalty: 5226.268555
	Iteration 35Q: 3 clusters Score -5587042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -5587046.500000 Penalty: 5226.268555
	Iteration 36Q: 3 clusters Score -5587046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5587055.500000 Penalty: 5226.268555
	Iteration 37Q: 3 clusters Score -5587056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5587051.000000 Penalty: 5226.268555
	Iteration 38Q: 3 clusters Score -5587051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5587048.500000 Penalty: 5226.268555
	Iteration 39Q: 3 clusters Score -5587048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -5587045.500000 Penalty: 5226.268555
	Iteration 40F: 3 clusters Score -5587046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5587049.500000 Penalty: 5226.268555
	Iteration 41Q: 3 clusters Score -5587050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5587049.500000 Penalty: 5226.268555
	Iteration 42Q: 3 clusters Score -5587050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5587052.000000 Penalty: 5226.268555
	Iteration 43Q: 3 clusters Score -5587052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5587055.500000 Penalty: 5226.268555
	Iteration 44Q: 3 clusters Score -5587056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5587054.000000 Penalty: 5226.268555
	Iteration 45Q: 3 clusters Score -5587054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5587056.500000 Penalty: 5226.268555
	Iteration 46Q: 3 clusters Score -5587056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5587053.500000 Penalty: 5226.268555
	Iteration 47Q: 3 clusters Score -5587054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5587057.500000 Penalty: 5226.268555
	Iteration 48Q: 3 clusters Score -5587058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5587054.500000 Penalty: 5226.268555
	Iteration 49Q: 3 clusters Score -5587054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5587061.000000 Penalty: 5226.268555
	Iteration 50Q: 3 clusters Score -5587061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5587057.000000 Penalty: 5226.268555
	Iteration 51Q: 3 clusters Score -5587057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5587064.000000 Penalty: 5226.268555
	Iteration 52Q: 3 clusters Score -5587064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5587065.500000 Penalty: 5226.268555
	Iteration 53Q: 3 clusters Score -5587066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5587069.000000 Penalty: 5226.268555
	Iteration 54Q: 3 clusters Score -5587069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5587069.500000 Penalty: 5226.268555
	Iteration 55Q: 3 clusters Score -5587070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -5587066.000000 Penalty: 5226.268555
	Iteration 56Q: 3 clusters Score -5587066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -5587070.000000 Penalty: 5226.268555
	Iteration 57Q: 3 clusters Score -5587070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5587070.000000 Penalty: 5226.268555
	Iteration 58Q: 3 clusters Score -5587070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5587070.000000 Penalty: 5226.268555
	Iteration 59F: 3 clusters Score -5587070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Entering Unmasked Estep 
Score: -6162107.500000 Penalty: 2637.525146
	Iteration 0F: 2 clusters Score -6162108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -6133939.500000 Penalty: 5275.050293
	Iteration 0F: 3 clusters Score -6133940 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -6144421.500000 Penalty: 5275.050293
	Iteration 1F: 3 clusters Score -6144422 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6144914.500000 Penalty: 5275.050293
	Iteration 2Q: 3 clusters Score -6144914 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6145446.000000 Penalty: 5275.050293
	Iteration 3Q: 3 clusters Score -6145446 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6146040.000000 Penalty: 5275.050293
	Iteration 4Q: 3 clusters Score -6146040 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -6146814.500000 Penalty: 5275.050293
	Iteration 5Q: 3 clusters Score -6146814 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6147811.000000 Penalty: 5275.050293
	Iteration 6Q: 3 clusters Score -6147811 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6149110.000000 Penalty: 5275.050293
	Iteration 7F: 3 clusters Score -6149110 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -6150942.500000 Penalty: 5275.050293
	Iteration 8F: 3 clusters Score -6150942 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6153018.000000 Penalty: 5275.050293
	Iteration 9F: 3 clusters Score -6153018 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -6155009.500000 Penalty: 5275.050293
	Iteration 10F: 3 clusters Score -6155010 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -6156301.000000 Penalty: 5275.050293
	Iteration 11Q: 3 clusters Score -6156301 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -6156985.500000 Penalty: 5275.050293
	Iteration 12Q: 3 clusters Score -6156986 nChanged 883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -6157420.000000 Penalty: 5275.050293
	Iteration 13Q: 3 clusters Score -6157420 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6157784 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6158042 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -6158207.500000 Penalty: 5275.050293
	Iteration 16Q: 3 clusters Score -6158208 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6158380.500000 Penalty: 5275.050293
	Iteration 17Q: 3 clusters Score -6158380 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6158534 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -6158639.000000 Penalty: 5275.050293
	Iteration 19Q: 3 clusters Score -6158639 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6158734 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6158828 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -6158901.500000 Penalty: 5275.050293
	Iteration 22Q: 3 clusters Score -6158902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6158957 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -6159046.500000 Penalty: 5275.050293
	Iteration 24Q: 3 clusters Score -6159046 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -6159107.500000 Penalty: 5275.050293
	Iteration 25Q: 3 clusters Score -6159108 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -6159163.500000 Penalty: 5275.050293
	Iteration 26Q: 3 clusters Score -6159164 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6159219.500000 Penalty: 5275.050293
	Iteration 27Q: 3 clusters Score -6159220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6159244.000000 Penalty: 5275.050293
	Iteration 28Q: 3 clusters Score -6159244 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -6159281.500000 Penalty: 5275.050293
	Iteration 29Q: 3 clusters Score -6159282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -6159334.000000 Penalty: 5275.050293
	Iteration 30Q: 3 clusters Score -6159334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6159376.000000 Penalty: 5275.050293
	Iteration 31Q: 3 clusters Score -6159376 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -6159435.000000 Penalty: 5275.050293
	Iteration 32Q: 3 clusters Score -6159435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -6159492.000000 Penalty: 5275.050293
	Iteration 33Q: 3 clusters Score -6159492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -6159531.500000 Penalty: 5275.050293
	Iteration 34Q: 3 clusters Score -6159532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -6159537.000000 Penalty: 5275.050293
	Iteration 35Q: 3 clusters Score -6159537 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6159570 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6159580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -6159603.000000 Penalty: 5275.050293
	Iteration 38Q: 3 clusters Score -6159603 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -6159616.500000 Penalty: 5275.050293
	Iteration 39Q: 3 clusters Score -6159616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -6159626.500000 Penalty: 5275.050293
	Iteration 40F: 3 clusters Score -6159626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -6159638.000000 Penalty: 5275.050293
	Iteration 41Q: 3 clusters Score -6159638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -6159653.000000 Penalty: 5275.050293
	Iteration 42Q: 3 clusters Score -6159653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -6159657.000000 Penalty: 5275.050293
	Iteration 43Q: 3 clusters Score -6159657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -6159667.500000 Penalty: 5275.050293
	Iteration 44Q: 3 clusters Score -6159668 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -6159678.500000 Penalty: 5275.050293
	Iteration 45Q: 3 clusters Score -6159678 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6159664 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6159669 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -6159673.000000 Penalty: 5275.050293
	Iteration 48Q: 3 clusters Score -6159673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6159686.000000 Penalty: 5275.050293
	Iteration 49Q: 3 clusters Score -6159686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -6159690.000000 Penalty: 5275.050293
	Iteration 50Q: 3 clusters Score -6159690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -6159699.500000 Penalty: 5275.050293
	Iteration 51Q: 3 clusters Score -6159700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6159708.500000 Penalty: 5275.050293
	Iteration 52Q: 3 clusters Score -6159708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -6159712.500000 Penalty: 5275.050293
	Iteration 53Q: 3 clusters Score -6159712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -6159716.000000 Penalty: 5275.050293
	Iteration 54Q: 3 clusters Score -6159716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -6159720.000000 Penalty: 5275.050293
	Iteration 55Q: 3 clusters Score -6159720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -6159722.000000 Penalty: 5275.050293
	Iteration 56Q: 3 clusters Score -6159722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -6159725.500000 Penalty: 5275.050293
	Iteration 57Q: 3 clusters Score -6159726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -6159726.500000 Penalty: 5275.050293
	Iteration 58Q: 3 clusters Score -6159726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6159725.000000 Penalty: 5275.050293
	Iteration 59Q: 3 clusters Score -6159725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -6159728.500000 Penalty: 5275.050293
	Iteration 60F: 3 clusters Score -6159728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -6159726.500000 Penalty: 5275.050293
	Iteration 61Q: 3 clusters Score -6159726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -6159731.500000 Penalty: 5275.050293
	Iteration 62Q: 3 clusters Score -6159732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -6159726.500000 Penalty: 5275.050293
	Iteration 63Q: 3 clusters Score -6159726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -6159721.000000 Penalty: 5275.050293
	Iteration 64Q: 3 clusters Score -6159721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -6159727.500000 Penalty: 5275.050293
	Iteration 65Q: 3 clusters Score -6159728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -6159725.000000 Penalty: 5275.050293
	Iteration 66Q: 3 clusters Score -6159725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6159731.500000 Penalty: 5275.050293
	Iteration 67Q: 3 clusters Score -6159732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6159727.000000 Penalty: 5275.050293
	Iteration 68Q: 3 clusters Score -6159727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -6159734.500000 Penalty: 5275.050293
	Iteration 69Q: 3 clusters Score -6159734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6159730.000000 Penalty: 5275.050293
	Iteration 70Q: 3 clusters Score -6159730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -6159737.500000 Penalty: 5275.050293
	Iteration 71Q: 3 clusters Score -6159738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -6159736.500000 Penalty: 5275.050293
	Iteration 72Q: 3 clusters Score -6159736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6159734.000000 Penalty: 5275.050293
	Iteration 73Q: 3 clusters Score -6159734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -6159740.000000 Penalty: 5275.050293
	Iteration 74Q: 3 clusters Score -6159740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -6159743.000000 Penalty: 5275.050293
	Iteration 75Q: 3 clusters Score -6159743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6159752.500000 Penalty: 5275.050293
	Iteration 76Q: 3 clusters Score -6159752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -6159758.000000 Penalty: 5275.050293
	Iteration 77Q: 3 clusters Score -6159758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6159765.000000 Penalty: 5275.050293
	Iteration 78Q: 3 clusters Score -6159765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6159756.500000 Penalty: 5275.050293
	Iteration 79Q: 3 clusters Score -6159756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -6159757.000000 Penalty: 5275.050293
	Iteration 80F: 3 clusters Score -6159757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -6159757.000000 Penalty: 5275.050293
	Iteration 81Q: 3 clusters Score -6159757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -6159760.000000 Penalty: 5275.050293
	Iteration 82Q: 3 clusters Score -6159760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -6159751.500000 Penalty: 5275.050293
	Iteration 83Q: 3 clusters Score -6159752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -6159755.000000 Penalty: 5275.050293
	Iteration 84Q: 3 clusters Score -6159755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -6159751.500000 Penalty: 5275.050293
	Iteration 85Q: 3 clusters Score -6159752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -6159745.000000 Penalty: 5275.050293
	Iteration 86Q: 3 clusters Score -6159745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6159760.500000 Penalty: 5275.050293
	Iteration 87Q: 3 clusters Score -6159760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6159760.500000 Penalty: 5275.050293
	Iteration 88Q: 3 clusters Score -6159760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6159756.500000 Penalty: 5275.050293
	Iteration 89Q: 3 clusters Score -6159756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6159758.500000 Penalty: 5275.050293
	Iteration 90Q: 3 clusters Score -6159758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -6159759.500000 Penalty: 5275.050293
	Iteration 91Q: 3 clusters Score -6159760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -6159757.500000 Penalty: 5275.050293
	Iteration 92Q: 3 clusters Score -6159758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -6159762.500000 Penalty: 5275.050293
	Iteration 93Q: 3 clusters Score -6159762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -6159764.000000 Penalty: 5275.050293
	Iteration 94Q: 3 clusters Score -6159764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -6159767.000000 Penalty: 5275.050293
	Iteration 95Q: 3 clusters Score -6159767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -6159763.500000 Penalty: 5275.050293
	Iteration 96Q: 3 clusters Score -6159764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -6159766.500000 Penalty: 5275.050293
	Iteration 97Q: 3 clusters Score -6159766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -6159769.000000 Penalty: 5275.050293
	Iteration 98Q: 3 clusters Score -6159769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6159774.500000 Penalty: 5275.050293
	Iteration 99Q: 3 clusters Score -6159774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6159776.500000 Penalty: 5275.050293
	Iteration 100F: 3 clusters Score -6159776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -6159766.000000 Penalty: 5275.050293
	Iteration 101Q: 3 clusters Score -6159766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -6159766.000000 Penalty: 5275.050293
	Iteration 102F: 3 clusters Score -6159766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10961 members 
Entering Unmasked Estep 
Score: -1548516.750000 Penalty: 2306.920654
	Iteration 0F: 2 clusters Score -1548517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1540226.625000 Penalty: 4613.841309
	Iteration 0F: 3 clusters Score -1540227 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1542776.125000 Penalty: 4613.841309
	Iteration 1F: 3 clusters Score -1542776 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1543204.500000 Penalty: 4613.841309
	Iteration 2F: 3 clusters Score -1543204 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1543609.750000 Penalty: 4613.841309
	Iteration 3F: 3 clusters Score -1543610 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1544126.125000 Penalty: 4613.841309
	Iteration 4F: 3 clusters Score -1544126 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1544813.125000 Penalty: 4613.841309
	Iteration 5F: 3 clusters Score -1544813 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1545639.625000 Penalty: 4613.841309
	Iteration 6F: 3 clusters Score -1545640 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1546322.625000 Penalty: 4613.841309
	Iteration 7F: 3 clusters Score -1546323 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1546741.250000 Penalty: 4613.841309
	Iteration 8F: 3 clusters Score -1546741 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1546977.500000 Penalty: 4613.841309
	Iteration 9Q: 3 clusters Score -1546978 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1547115.375000 Penalty: 4613.841309
	Iteration 10Q: 3 clusters Score -1547115 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1547193.625000 Penalty: 4613.841309
	Iteration 11Q: 3 clusters Score -1547194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1547236.750000 Penalty: 4613.841309
	Iteration 12Q: 3 clusters Score -1547237 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1547267.000000 Penalty: 4613.841309
	Iteration 13Q: 3 clusters Score -1547267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1547293.250000 Penalty: 4613.841309
	Iteration 14Q: 3 clusters Score -1547293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1547317.125000 Penalty: 4613.841309
	Iteration 15Q: 3 clusters Score -1547317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1547345.375000 Penalty: 4613.841309
	Iteration 16Q: 3 clusters Score -1547345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1547367.375000 Penalty: 4613.841309
	Iteration 17Q: 3 clusters Score -1547367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1547394.125000 Penalty: 4613.841309
	Iteration 18Q: 3 clusters Score -1547394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1547420.875000 Penalty: 4613.841309
	Iteration 19Q: 3 clusters Score -1547421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1547430.750000 Penalty: 4613.841309
	Iteration 20F: 3 clusters Score -1547431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1547448.125000 Penalty: 4613.841309
	Iteration 21Q: 3 clusters Score -1547448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1547463.000000 Penalty: 4613.841309
	Iteration 22Q: 3 clusters Score -1547463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1547473.750000 Penalty: 4613.841309
	Iteration 23Q: 3 clusters Score -1547474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1547479.125000 Penalty: 4613.841309
	Iteration 24Q: 3 clusters Score -1547479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1547486.125000 Penalty: 4613.841309
	Iteration 25Q: 3 clusters Score -1547486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1547496.500000 Penalty: 4613.841309
	Iteration 26Q: 3 clusters Score -1547496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1547511.125000 Penalty: 4613.841309
	Iteration 27Q: 3 clusters Score -1547511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1547528.375000 Penalty: 4613.841309
	Iteration 28Q: 3 clusters Score -1547528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1547535.625000 Penalty: 4613.841309
	Iteration 29Q: 3 clusters Score -1547536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1547551.750000 Penalty: 4613.841309
	Iteration 30Q: 3 clusters Score -1547552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1547564.125000 Penalty: 4613.841309
	Iteration 31Q: 3 clusters Score -1547564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1547574.375000 Penalty: 4613.841309
	Iteration 32Q: 3 clusters Score -1547574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1547586.500000 Penalty: 4613.841309
	Iteration 33Q: 3 clusters Score -1547586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1547597.250000 Penalty: 4613.841309
	Iteration 34Q: 3 clusters Score -1547597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1547604.875000 Penalty: 4613.841309
	Iteration 35Q: 3 clusters Score -1547605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1547614.250000 Penalty: 4613.841309
	Iteration 36Q: 3 clusters Score -1547614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1547622.875000 Penalty: 4613.841309
	Iteration 37Q: 3 clusters Score -1547623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1547634.375000 Penalty: 4613.841309
	Iteration 38Q: 3 clusters Score -1547634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1547640.625000 Penalty: 4613.841309
	Iteration 39Q: 3 clusters Score -1547641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1547650.000000 Penalty: 4613.841309
	Iteration 40F: 3 clusters Score -1547650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1547654.875000 Penalty: 4613.841309
	Iteration 41Q: 3 clusters Score -1547655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1547663.125000 Penalty: 4613.841309
	Iteration 42Q: 3 clusters Score -1547663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1547663.750000 Penalty: 4613.841309
	Iteration 43Q: 3 clusters Score -1547664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1547669.125000 Penalty: 4613.841309
	Iteration 44Q: 3 clusters Score -1547669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1547670.000000 Penalty: 4613.841309
	Iteration 45Q: 3 clusters Score -1547670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1547672.500000 Penalty: 4613.841309
	Iteration 46Q: 3 clusters Score -1547672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1547673.875000 Penalty: 4613.841309
	Iteration 47Q: 3 clusters Score -1547674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1547675.125000 Penalty: 4613.841309
	Iteration 48Q: 3 clusters Score -1547675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1547679.250000 Penalty: 4613.841309
	Iteration 49Q: 3 clusters Score -1547679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1547680.000000 Penalty: 4613.841309
	Iteration 50Q: 3 clusters Score -1547680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1547679.500000 Penalty: 4613.841309
	Iteration 51Q: 3 clusters Score -1547680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1547682.750000 Penalty: 4613.841309
	Iteration 52Q: 3 clusters Score -1547683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1547684.375000 Penalty: 4613.841309
	Iteration 53Q: 3 clusters Score -1547684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1547691.125000 Penalty: 4613.841309
	Iteration 54Q: 3 clusters Score -1547691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1547690.625000 Penalty: 4613.841309
	Iteration 55Q: 3 clusters Score -1547691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1547690.875000 Penalty: 4613.841309
	Iteration 56Q: 3 clusters Score -1547691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1547693.625000 Penalty: 4613.841309
	Iteration 57Q: 3 clusters Score -1547694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1547699.250000 Penalty: 4613.841309
	Iteration 58Q: 3 clusters Score -1547699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1547697.375000 Penalty: 4613.841309
	Iteration 59Q: 3 clusters Score -1547697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1547700.375000 Penalty: 4613.841309
	Iteration 60F: 3 clusters Score -1547700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1547700.750000 Penalty: 4613.841309
	Iteration 61Q: 3 clusters Score -1547701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1547699.625000 Penalty: 4613.841309
	Iteration 62Q: 3 clusters Score -1547700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1547700.875000 Penalty: 4613.841309
	Iteration 63Q: 3 clusters Score -1547701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1547701.500000 Penalty: 4613.841309
	Iteration 64Q: 3 clusters Score -1547702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1547703.625000 Penalty: 4613.841309
	Iteration 65Q: 3 clusters Score -1547704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1547707.375000 Penalty: 4613.841309
	Iteration 66Q: 3 clusters Score -1547707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1547709.875000 Penalty: 4613.841309
	Iteration 67Q: 3 clusters Score -1547710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1547708.875000 Penalty: 4613.841309
	Iteration 68Q: 3 clusters Score -1547709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1547711.625000 Penalty: 4613.841309
	Iteration 69Q: 3 clusters Score -1547712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1547715.625000 Penalty: 4613.841309
	Iteration 70Q: 3 clusters Score -1547716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1547711.125000 Penalty: 4613.841309
	Iteration 71Q: 3 clusters Score -1547711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1547713.750000 Penalty: 4613.841309
	Iteration 72Q: 3 clusters Score -1547714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1547712.000000 Penalty: 4613.841309
	Iteration 73Q: 3 clusters Score -1547712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1547710.750000 Penalty: 4613.841309
	Iteration 74Q: 3 clusters Score -1547711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1547710.750000 Penalty: 4613.841309
	Iteration 75F: 3 clusters Score -1547711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42485.070312 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42485.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42591.890625 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42591.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42611.250000 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42611.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42616.613281 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42616.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42616.613281 Penalty: 2879.346924
	Iteration 4F: 3 clusters Score -42616.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -2053233.875000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -2053234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2042058.125000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -2042058 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2045582.500000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -2045582 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2045998.125000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -2045998 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2046303.875000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -2046304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2046590.875000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -2046591 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2046900.500000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -2046900 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2047243.250000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -2047243 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2047577.500000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -2047578 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2047857.125000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -2047857 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2048099.000000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -2048099 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2048335.500000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -2048336 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2048606.750000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -2048607 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2048894.250000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -2048894 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2049194.875000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -2049195 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2049493.750000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -2049494 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2049782.875000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -2049783 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2050025.750000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -2050026 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2050215.750000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -2050216 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2050374.625000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -2050375 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2050541.500000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -2050542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2050681.500000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -2050682 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2050837.750000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -2050838 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2050993.250000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -2050993 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2051147.500000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -2051148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2051271.500000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -2051272 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2051351.250000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -2051351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2051427.500000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -2051428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2051498.625000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -2051499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2051574.125000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -2051574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2051621.875000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -2051622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2051644.625000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -2051645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2051663.125000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -2051663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2051675.625000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -2051676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2051685.000000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -2051685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2051691.250000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -2051691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2051697.125000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -2051697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2051700.125000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -2051700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2051703.125000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -2051703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2051703.500000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -2051704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2051703.875000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -2051704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2051707.750000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -2051708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2051710.125000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -2051710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2051710.125000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -2051710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2051712.500000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -2051712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2051711.000000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -2051711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2051711.000000 Penalty: 4783.490234
	Iteration 45F: 3 clusters Score -2051711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 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 120 members 
Entering Unmasked Estep 
Score: -20955.941406 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20955.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21058.396484 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21081.835938 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21081.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21093.205078 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21093.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21110.628906 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21110.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21120.634766 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21120.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21120.634766 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -21120.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Entering Unmasked Estep 
Score: -3650079.000000 Penalty: 2518.532715
	Iteration 0F: 2 clusters Score -3650079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3632262.750000 Penalty: 5037.065430
	Iteration 0F: 3 clusters Score -3632263 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3638424.750000 Penalty: 5037.065430
	Iteration 1F: 3 clusters Score -3638425 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3638923.750000 Penalty: 5037.065430
	Iteration 2F: 3 clusters Score -3638924 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3639423.000000 Penalty: 5037.065430
	Iteration 3Q: 3 clusters Score -3639423 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3640051.000000 Penalty: 5037.065430
	Iteration 4F: 3 clusters Score -3640051 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3640871.500000 Penalty: 5037.065430
	Iteration 5F: 3 clusters Score -3640872 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3641998.250000 Penalty: 5037.065430
	Iteration 6F: 3 clusters Score -3641998 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3643254.500000 Penalty: 5037.065430
	Iteration 7F: 3 clusters Score -3643254 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3644471.250000 Penalty: 5037.065430
	Iteration 8F: 3 clusters Score -3644471 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3645645.750000 Penalty: 5037.065430
	Iteration 9F: 3 clusters Score -3645646 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3646834.250000 Penalty: 5037.065430
	Iteration 10Q: 3 clusters Score -3646834 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3647793.250000 Penalty: 5037.065430
	Iteration 11Q: 3 clusters Score -3647793 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3648354.000000 Penalty: 5037.065430
	Iteration 12Q: 3 clusters Score -3648354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3648661.750000 Penalty: 5037.065430
	Iteration 13Q: 3 clusters Score -3648662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3648820.000000 Penalty: 5037.065430
	Iteration 14Q: 3 clusters Score -3648820 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3648896.250000 Penalty: 5037.065430
	Iteration 15Q: 3 clusters Score -3648896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3648950.000000 Penalty: 5037.065430
	Iteration 16Q: 3 clusters Score -3648950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3649006.250000 Penalty: 5037.065430
	Iteration 17Q: 3 clusters Score -3649006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3649026.250000 Penalty: 5037.065430
	Iteration 18Q: 3 clusters Score -3649026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3649042.000000 Penalty: 5037.065430
	Iteration 19Q: 3 clusters Score -3649042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3649053.000000 Penalty: 5037.065430
	Iteration 20F: 3 clusters Score -3649053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3649068.250000 Penalty: 5037.065430
	Iteration 21Q: 3 clusters Score -3649068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3649077.250000 Penalty: 5037.065430
	Iteration 22Q: 3 clusters Score -3649077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3649090.000000 Penalty: 5037.065430
	Iteration 23Q: 3 clusters Score -3649090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3649093.750000 Penalty: 5037.065430
	Iteration 24Q: 3 clusters Score -3649094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3649086.750000 Penalty: 5037.065430
	Iteration 25Q: 3 clusters Score -3649087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3649098.000000 Penalty: 5037.065430
	Iteration 26Q: 3 clusters Score -3649098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3649102.500000 Penalty: 5037.065430
	Iteration 27Q: 3 clusters Score -3649102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3649107.500000 Penalty: 5037.065430
	Iteration 28Q: 3 clusters Score -3649108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3649105.500000 Penalty: 5037.065430
	Iteration 29Q: 3 clusters Score -3649106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3649110.750000 Penalty: 5037.065430
	Iteration 30Q: 3 clusters Score -3649111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3649108.250000 Penalty: 5037.065430
	Iteration 31Q: 3 clusters Score -3649108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3649103.000000 Penalty: 5037.065430
	Iteration 32Q: 3 clusters Score -3649103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3649108.500000 Penalty: 5037.065430
	Iteration 33Q: 3 clusters Score -3649108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3649107.750000 Penalty: 5037.065430
	Iteration 34Q: 3 clusters Score -3649108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3649108.500000 Penalty: 5037.065430
	Iteration 35Q: 3 clusters Score -3649108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3649108.500000 Penalty: 5037.065430
	Iteration 36F: 3 clusters Score -3649108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Entering Unmasked Estep 
Score: -8736827.000000 Penalty: 2725.510010
	Iteration 0F: 2 clusters Score -8736827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -8697057.000000 Penalty: 5451.020020
	Iteration 0F: 3 clusters Score -8697057 nChanged 27532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -8712420.000000 Penalty: 5451.020020
	Iteration 1F: 3 clusters Score -8712420 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8713036.000000 Penalty: 5451.020020
	Iteration 2Q: 3 clusters Score -8713036 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -8713743.000000 Penalty: 5451.020020
	Iteration 3Q: 3 clusters Score -8713743 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -8714735.000000 Penalty: 5451.020020
	Iteration 4Q: 3 clusters Score -8714735 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -8716276.000000 Penalty: 5451.020020
	Iteration 5F: 3 clusters Score -8716276 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -8718769.000000 Penalty: 5451.020020
	Iteration 6F: 3 clusters Score -8718769 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8722529.000000 Penalty: 5451.020020
	Iteration 7F: 3 clusters Score -8722529 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -8726708.000000 Penalty: 5451.020020
	Iteration 8F: 3 clusters Score -8726708 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -8730149.000000 Penalty: 5451.020020
	Iteration 9F: 3 clusters Score -8730149 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -8732170.000000 Penalty: 5451.020020
	Iteration 10Q: 3 clusters Score -8732170 nChanged 1165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8733176 nChanged 640
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Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8733673 nChanged 432
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Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8733935 nChanged 264
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Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8734063 nChanged 176
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8734144 nChanged 151
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Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8734225 nChanged 130
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Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8734288 nChanged 97
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8734311 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8734350 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -8734389.000000 Penalty: 5451.020020
	Iteration 20F: 3 clusters Score -8734389 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8734420 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -8734443.000000 Penalty: 5451.020020
	Iteration 22Q: 3 clusters Score -8734443 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -8734457.000000 Penalty: 5451.020020
	Iteration 23Q: 3 clusters Score -8734457 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -8734463.000000 Penalty: 5451.020020
	Iteration 24Q: 3 clusters Score -8734463 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -8734489.000000 Penalty: 5451.020020
	Iteration 25Q: 3 clusters Score -8734489 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8734488 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8734486 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8734487 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8734482 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8734492 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8734508 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -8734518.000000 Penalty: 5451.020020
	Iteration 32Q: 3 clusters Score -8734518 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -8734513.000000 Penalty: 5451.020020
	Iteration 33Q: 3 clusters Score -8734513 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8734518 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -8734521.000000 Penalty: 5451.020020
	Iteration 35Q: 3 clusters Score -8734521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -8734532.000000 Penalty: 5451.020020
	Iteration 36Q: 3 clusters Score -8734532 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -8734543.000000 Penalty: 5451.020020
	Iteration 37Q: 3 clusters Score -8734543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -8734544.000000 Penalty: 5451.020020
	Iteration 38Q: 3 clusters Score -8734544 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8734528 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8734544 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8734557 nChanged 10
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Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8734569 nChanged 11
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Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8734566 nChanged 9
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Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8734576 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8734574 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8734587 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8734576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -8734571.000000 Penalty: 5451.020020
	Iteration 48Q: 3 clusters Score -8734571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -8734568.000000 Penalty: 5451.020020
	Iteration 49Q: 3 clusters Score -8734568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -8734584.000000 Penalty: 5451.020020
	Iteration 50Q: 3 clusters Score -8734584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8734576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8734574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -8734579.000000 Penalty: 5451.020020
	Iteration 53Q: 3 clusters Score -8734579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -8734580.000000 Penalty: 5451.020020
	Iteration 54Q: 3 clusters Score -8734580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -8734577.000000 Penalty: 5451.020020
	Iteration 55Q: 3 clusters Score -8734577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8734588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8734588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -8734593.000000 Penalty: 5451.020020
	Iteration 58Q: 3 clusters Score -8734593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -8734586.000000 Penalty: 5451.020020
	Iteration 59Q: 3 clusters Score -8734586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8734586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -8734594.000000 Penalty: 5451.020020
	Iteration 61Q: 3 clusters Score -8734594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8734591.000000 Penalty: 5451.020020
	Iteration 62Q: 3 clusters Score -8734591 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -8734593.000000 Penalty: 5451.020020
	Iteration 63Q: 3 clusters Score -8734593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -8734604.000000 Penalty: 5451.020020
	Iteration 64Q: 3 clusters Score -8734604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -8734600.000000 Penalty: 5451.020020
	Iteration 65Q: 3 clusters Score -8734600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -8734608.000000 Penalty: 5451.020020
	Iteration 66Q: 3 clusters Score -8734608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8734608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -8734598.000000 Penalty: 5451.020020
	Iteration 68Q: 3 clusters Score -8734598 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8734596 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8734591 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8734590 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8734604 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8734600 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8734604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -8734612.000000 Penalty: 5451.020020
	Iteration 75Q: 3 clusters Score -8734612 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -8734609.000000 Penalty: 5451.020020
	Iteration 76Q: 3 clusters Score -8734609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -8734606.000000 Penalty: 5451.020020
	Iteration 77Q: 3 clusters Score -8734606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -8734611.000000 Penalty: 5451.020020
	Iteration 78Q: 3 clusters Score -8734611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -8734616.000000 Penalty: 5451.020020
	Iteration 79Q: 3 clusters Score -8734616 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8734611 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8734604 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8734604 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8734620 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8734611 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8734610 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8734611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8734612 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8734613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -8734618.000000 Penalty: 5451.020020
	Iteration 89Q: 3 clusters Score -8734618 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -8734621.000000 Penalty: 5451.020020
	Iteration 90Q: 3 clusters Score -8734621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -8734625.000000 Penalty: 5451.020020
	Iteration 91Q: 3 clusters Score -8734625 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8734618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -8734617.000000 Penalty: 5451.020020
	Iteration 93Q: 3 clusters Score -8734617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8734611 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8734613 nChanged 0
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Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
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	Iteration 96F: 3 clusters Score -8734613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15608 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2275786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2264466 nChanged 6731
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Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2268020 nChanged 869
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2268346 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2268592 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2268779.250000 Penalty: 4789.146973
	Iteration 4Q: 3 clusters Score -2268779 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2268931.500000 Penalty: 4789.146973
	Iteration 5Q: 3 clusters Score -2268932 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2269076.000000 Penalty: 4789.146973
	Iteration 6Q: 3 clusters Score -2269076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2269214.000000 Penalty: 4789.146973
	Iteration 7Q: 3 clusters Score -2269214 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2269366.000000 Penalty: 4789.146973
	Iteration 8Q: 3 clusters Score -2269366 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2269573.500000 Penalty: 4789.146973
	Iteration 9Q: 3 clusters Score -2269574 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2269825.750000 Penalty: 4789.146973
	Iteration 10Q: 3 clusters Score -2269826 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2270174.500000 Penalty: 4789.146973
	Iteration 11Q: 3 clusters Score -2270174 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2270648.750000 Penalty: 4789.146973
	Iteration 12Q: 3 clusters Score -2270649 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2271286.500000 Penalty: 4789.146973
	Iteration 13F: 3 clusters Score -2271286 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2271976.250000 Penalty: 4789.146973
	Iteration 14F: 3 clusters Score -2271976 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2272594.750000 Penalty: 4789.146973
	Iteration 15Q: 3 clusters Score -2272595 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2273010.500000 Penalty: 4789.146973
	Iteration 16Q: 3 clusters Score -2273010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2273280.500000 Penalty: 4789.146973
	Iteration 17Q: 3 clusters Score -2273280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2273436.000000 Penalty: 4789.146973
	Iteration 18Q: 3 clusters Score -2273436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2273520.000000 Penalty: 4789.146973
	Iteration 19Q: 3 clusters Score -2273520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2273579.000000 Penalty: 4789.146973
	Iteration 20F: 3 clusters Score -2273579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2273616.250000 Penalty: 4789.146973
	Iteration 21Q: 3 clusters Score -2273616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2273635.250000 Penalty: 4789.146973
	Iteration 22Q: 3 clusters Score -2273635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2273653.000000 Penalty: 4789.146973
	Iteration 23Q: 3 clusters Score -2273653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2273674.500000 Penalty: 4789.146973
	Iteration 24Q: 3 clusters Score -2273674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2273681.500000 Penalty: 4789.146973
	Iteration 25Q: 3 clusters Score -2273682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2273682.500000 Penalty: 4789.146973
	Iteration 26Q: 3 clusters Score -2273682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2273689.250000 Penalty: 4789.146973
	Iteration 27Q: 3 clusters Score -2273689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2273692.750000 Penalty: 4789.146973
	Iteration 28Q: 3 clusters Score -2273693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2273697.500000 Penalty: 4789.146973
	Iteration 29Q: 3 clusters Score -2273698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2273701.500000 Penalty: 4789.146973
	Iteration 30Q: 3 clusters Score -2273702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2273708.000000 Penalty: 4789.146973
	Iteration 31Q: 3 clusters Score -2273708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2273710.250000 Penalty: 4789.146973
	Iteration 32Q: 3 clusters Score -2273710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2273715.750000 Penalty: 4789.146973
	Iteration 33Q: 3 clusters Score -2273716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2273716.750000 Penalty: 4789.146973
	Iteration 34Q: 3 clusters Score -2273717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2273718.500000 Penalty: 4789.146973
	Iteration 35Q: 3 clusters Score -2273718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2273720.500000 Penalty: 4789.146973
	Iteration 36Q: 3 clusters Score -2273720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2273723.250000 Penalty: 4789.146973
	Iteration 37Q: 3 clusters Score -2273723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2273723.250000 Penalty: 4789.146973
	Iteration 38F: 3 clusters Score -2273723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -318896.250000 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -318896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -316073.468750 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -316073.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -316754.406250 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -316754.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317157.281250 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -317157.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -317598.250000 Penalty: 3858.615723
	Iteration 3F: 3 clusters Score -317598.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -317972.843750 Penalty: 3858.615723
	Iteration 4F: 3 clusters Score -317972.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -318206.343750 Penalty: 3858.615723
	Iteration 5F: 3 clusters Score -318206.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -318314.062500 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -318314.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -318380.812500 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -318380.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -318421.687500 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -318421.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -318448.156250 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -318448.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318466.250000 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -318466.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318481.062500 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -318481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318492.781250 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -318492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318504.968750 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -318505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -318517.000000 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -318517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318542.406250 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -318542.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -318568.281250 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -318568.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318592.625000 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -318592.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -318605.312500 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -318605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -318611.187500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -318611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -318613.156250 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -318613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318613.125000 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -318613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -318613.781250 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -318613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -318613.781250 Penalty: 3858.615723
	Iteration 23F: 3 clusters Score -318613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (162671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Entering Unmasked Estep 
Score: -23833586.000000 Penalty: 2975.872314
	Iteration 0F: 2 clusters Score -2.383359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -23730560.000000 Penalty: 5951.744629
	Iteration 0F: 3 clusters Score -2.373056e+07 nChanged 77657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -23776134.000000 Penalty: 5951.744629
	Iteration 1F: 3 clusters Score -2.377613e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -23777568.000000 Penalty: 5951.744629
	Iteration 2Q: 3 clusters Score -2.377757e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -23779478.000000 Penalty: 5951.744629
	Iteration 3Q: 3 clusters Score -2.377948e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -23782342.000000 Penalty: 5951.744629
	Iteration 4Q: 3 clusters Score -2.378234e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -23787092.000000 Penalty: 5951.744629
	Iteration 5F: 3 clusters Score -2.378709e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 112417 members 
Entering Unmasked Estep 
Score: -23794254.000000 Penalty: 5951.744629
	Iteration 6F: 3 clusters Score -2.379425e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -23803472.000000 Penalty: 5951.744629
	Iteration 7F: 3 clusters Score -2.380347e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -23813154.000000 Penalty: 5951.744629
	Iteration 8F: 3 clusters Score -2.381315e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -23821104.000000 Penalty: 5951.744629
	Iteration 9F: 3 clusters Score -2.38211e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 151855 members 
Entering Unmasked Estep 
Score: -23825702.000000 Penalty: 5951.744629
	Iteration 10Q: 3 clusters Score -2.38257e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 155590 members 
Entering Unmasked Estep 
Score: -23828146.000000 Penalty: 5951.744629
	Iteration 11Q: 3 clusters Score -2.382815e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -23829396.000000 Penalty: 5951.744629
	Iteration 12Q: 3 clusters Score -2.38294e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -23829964.000000 Penalty: 5951.744629
	Iteration 13Q: 3 clusters Score -2.382996e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -23830368.000000 Penalty: 5951.744629
	Iteration 14Q: 3 clusters Score -2.383037e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -23830612.000000 Penalty: 5951.744629
	Iteration 15Q: 3 clusters Score -2.383061e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -23830830.000000 Penalty: 5951.744629
	Iteration 16Q: 3 clusters Score -2.383083e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 160545 members 
Entering Unmasked Estep 
Score: -23830920.000000 Penalty: 5951.744629
	Iteration 17Q: 3 clusters Score -2.383092e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -23831040.000000 Penalty: 5951.744629
	Iteration 18Q: 3 clusters Score -2.383104e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 160779 members 
Entering Unmasked Estep 
Score: -23831124.000000 Penalty: 5951.744629
	Iteration 19Q: 3 clusters Score -2.383112e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -23831184.000000 Penalty: 5951.744629
	Iteration 20F: 3 clusters Score -2.383118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -23831240.000000 Penalty: 5951.744629
	Iteration 21Q: 3 clusters Score -2.383124e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -23831250.000000 Penalty: 5951.744629
	Iteration 22Q: 3 clusters Score -2.383125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -23831292.000000 Penalty: 5951.744629
	Iteration 23Q: 3 clusters Score -2.383129e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -23831310.000000 Penalty: 5951.744629
	Iteration 24Q: 3 clusters Score -2.383131e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -23831318.000000 Penalty: 5951.744629
	Iteration 25Q: 3 clusters Score -2.383132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -23831298.000000 Penalty: 5951.744629
	Iteration 26Q: 3 clusters Score -2.38313e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -23831288.000000 Penalty: 5951.744629
	Iteration 27Q: 3 clusters Score -2.383129e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -23831302.000000 Penalty: 5951.744629
	Iteration 28Q: 3 clusters Score -2.38313e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -23831326.000000 Penalty: 5951.744629
	Iteration 29Q: 3 clusters Score -2.383133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -23831338.000000 Penalty: 5951.744629
	Iteration 30Q: 3 clusters Score -2.383134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -23831354.000000 Penalty: 5951.744629
	Iteration 31Q: 3 clusters Score -2.383135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -23831356.000000 Penalty: 5951.744629
	Iteration 32Q: 3 clusters Score -2.383136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 161062 members 
Entering Unmasked Estep 
Score: -23831390.000000 Penalty: 5951.744629
	Iteration 33Q: 3 clusters Score -2.383139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -23831376.000000 Penalty: 5951.744629
	Iteration 34Q: 3 clusters Score -2.383138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 161076 members 
Entering Unmasked Estep 
Score: -23831376.000000 Penalty: 5951.744629
	Iteration 35Q: 3 clusters Score -2.383138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -23831380.000000 Penalty: 5951.744629
	Iteration 36Q: 3 clusters Score -2.383138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -23831384.000000 Penalty: 5951.744629
	Iteration 37Q: 3 clusters Score -2.383138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -23831358.000000 Penalty: 5951.744629
	Iteration 38Q: 3 clusters Score -2.383136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -23831372.000000 Penalty: 5951.744629
	Iteration 39Q: 3 clusters Score -2.383137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -23831366.000000 Penalty: 5951.744629
	Iteration 40F: 3 clusters Score -2.383137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -23831370.000000 Penalty: 5951.744629
	Iteration 41Q: 3 clusters Score -2.383137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -23831398.000000 Penalty: 5951.744629
	Iteration 42Q: 3 clusters Score -2.38314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -23831408.000000 Penalty: 5951.744629
	Iteration 43Q: 3 clusters Score -2.383141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -23831390.000000 Penalty: 5951.744629
	Iteration 44Q: 3 clusters Score -2.383139e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -23831418.000000 Penalty: 5951.744629
	Iteration 45Q: 3 clusters Score -2.383142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -23831422.000000 Penalty: 5951.744629
	Iteration 46Q: 3 clusters Score -2.383142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -23831470.000000 Penalty: 5951.744629
	Iteration 47Q: 3 clusters Score -2.383147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 161206 members 
Entering Unmasked Estep 
Score: -23831502.000000 Penalty: 5951.744629
	Iteration 48Q: 3 clusters Score -2.38315e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -23831518.000000 Penalty: 5951.744629
	Iteration 49Q: 3 clusters Score -2.383152e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -23831550.000000 Penalty: 5951.744629
	Iteration 50Q: 3 clusters Score -2.383155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -23831572.000000 Penalty: 5951.744629
	Iteration 51Q: 3 clusters Score -2.383157e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -23831606.000000 Penalty: 5951.744629
	Iteration 52Q: 3 clusters Score -2.383161e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -23831600.000000 Penalty: 5951.744629
	Iteration 53Q: 3 clusters Score -2.38316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -23831594.000000 Penalty: 5951.744629
	Iteration 54Q: 3 clusters Score -2.383159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 161129 members 
Entering Unmasked Estep 
Score: -23831612.000000 Penalty: 5951.744629
	Iteration 55Q: 3 clusters Score -2.383161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -23831600.000000 Penalty: 5951.744629
	Iteration 56Q: 3 clusters Score -2.38316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -23831606.000000 Penalty: 5951.744629
	Iteration 57Q: 3 clusters Score -2.383161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -23831612.000000 Penalty: 5951.744629
	Iteration 58Q: 3 clusters Score -2.383161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -23831598.000000 Penalty: 5951.744629
	Iteration 59Q: 3 clusters Score -2.38316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -23831628.000000 Penalty: 5951.744629
	Iteration 60F: 3 clusters Score -2.383163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -23831628.000000 Penalty: 5951.744629
	Iteration 61Q: 3 clusters Score -2.383163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 161021 members 
Entering Unmasked Estep 
Score: -23831638.000000 Penalty: 5951.744629
	Iteration 62Q: 3 clusters Score -2.383164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -23831642.000000 Penalty: 5951.744629
	Iteration 63Q: 3 clusters Score -2.383164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -23831672.000000 Penalty: 5951.744629
	Iteration 64Q: 3 clusters Score -2.383167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -23831672.000000 Penalty: 5951.744629
	Iteration 65Q: 3 clusters Score -2.383167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -23831672.000000 Penalty: 5951.744629
	Iteration 66Q: 3 clusters Score -2.383167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -23831672.000000 Penalty: 5951.744629
	Iteration 67Q: 3 clusters Score -2.383167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -23831682.000000 Penalty: 5951.744629
	Iteration 68Q: 3 clusters Score -2.383168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -23831688.000000 Penalty: 5951.744629
	Iteration 69Q: 3 clusters Score -2.383169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -23831700.000000 Penalty: 5951.744629
	Iteration 70Q: 3 clusters Score -2.38317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -23831720.000000 Penalty: 5951.744629
	Iteration 71Q: 3 clusters Score -2.383172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 160918 members 
Entering Unmasked Estep 
Score: -23831698.000000 Penalty: 5951.744629
	Iteration 72Q: 3 clusters Score -2.38317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -23831726.000000 Penalty: 5951.744629
	Iteration 73Q: 3 clusters Score -2.383173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -23831734.000000 Penalty: 5951.744629
	Iteration 74Q: 3 clusters Score -2.383173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -23831740.000000 Penalty: 5951.744629
	Iteration 75Q: 3 clusters Score -2.383174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -23831736.000000 Penalty: 5951.744629
	Iteration 76Q: 3 clusters Score -2.383174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -23831762.000000 Penalty: 5951.744629
	Iteration 77Q: 3 clusters Score -2.383176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -23831748.000000 Penalty: 5951.744629
	Iteration 78Q: 3 clusters Score -2.383175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -23831764.000000 Penalty: 5951.744629
	Iteration 79Q: 3 clusters Score -2.383176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -23831758.000000 Penalty: 5951.744629
	Iteration 80F: 3 clusters Score -2.383176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -23831774.000000 Penalty: 5951.744629
	Iteration 81Q: 3 clusters Score -2.383177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -23831758.000000 Penalty: 5951.744629
	Iteration 82Q: 3 clusters Score -2.383176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -23831738.000000 Penalty: 5951.744629
	Iteration 83Q: 3 clusters Score -2.383174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -23831758.000000 Penalty: 5951.744629
	Iteration 84Q: 3 clusters Score -2.383176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -23831732.000000 Penalty: 5951.744629
	Iteration 85Q: 3 clusters Score -2.383173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -23831738.000000 Penalty: 5951.744629
	Iteration 86Q: 3 clusters Score -2.383174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -23831732.000000 Penalty: 5951.744629
	Iteration 87Q: 3 clusters Score -2.383173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -23831730.000000 Penalty: 5951.744629
	Iteration 88Q: 3 clusters Score -2.383173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -23831744.000000 Penalty: 5951.744629
	Iteration 89Q: 3 clusters Score -2.383174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -23831748.000000 Penalty: 5951.744629
	Iteration 90Q: 3 clusters Score -2.383175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -23831734.000000 Penalty: 5951.744629
	Iteration 91Q: 3 clusters Score -2.383173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -23831740.000000 Penalty: 5951.744629
	Iteration 92Q: 3 clusters Score -2.383174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -23831744.000000 Penalty: 5951.744629
	Iteration 93Q: 3 clusters Score -2.383174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -23831734.000000 Penalty: 5951.744629
	Iteration 94Q: 3 clusters Score -2.383173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 160640 members 
Entering Unmasked Estep 
Score: -23831744.000000 Penalty: 5951.744629
	Iteration 95Q: 3 clusters Score -2.383174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -23831724.000000 Penalty: 5951.744629
	Iteration 96Q: 3 clusters Score -2.383172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -23831722.000000 Penalty: 5951.744629
	Iteration 97Q: 3 clusters Score -2.383172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 160634 members 
Entering Unmasked Estep 
Score: -23831716.000000 Penalty: 5951.744629
	Iteration 98Q: 3 clusters Score -2.383172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -23831724.000000 Penalty: 5951.744629
	Iteration 99Q: 3 clusters Score -2.383172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -23831726.000000 Penalty: 5951.744629
	Iteration 100F: 3 clusters Score -2.383173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -23831732.000000 Penalty: 5951.744629
	Iteration 101Q: 3 clusters Score -2.383173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -23831756.000000 Penalty: 5951.744629
	Iteration 102Q: 3 clusters Score -2.383176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -23831742.000000 Penalty: 5951.744629
	Iteration 103Q: 3 clusters Score -2.383174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -23831754.000000 Penalty: 5951.744629
	Iteration 104Q: 3 clusters Score -2.383175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -23831736.000000 Penalty: 5951.744629
	Iteration 105Q: 3 clusters Score -2.383174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -23831748.000000 Penalty: 5951.744629
	Iteration 106Q: 3 clusters Score -2.383175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -23831746.000000 Penalty: 5951.744629
	Iteration 107Q: 3 clusters Score -2.383175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -23831746.000000 Penalty: 5951.744629
	Iteration 108F: 3 clusters Score -2.383175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60653.644531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60653.64 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 245 members 
Entering Unmasked Estep 
Score: -59152.132812 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -59152.13 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59390.152344 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -59390.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59462.832031 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -59462.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59500.820312 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -59500.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59532.097656 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -59532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59550.468750 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -59550.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59561.628906 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -59561.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59572.667969 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -59572.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59630.601562 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -59630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59678.863281 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -59678.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59707.335938 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -59707.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59718.078125 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -59718.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59728.808594 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -59728.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59754.429688 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -59754.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59777.914062 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -59777.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59794.683594 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -59794.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59800.136719 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -59800.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59802.660156 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -59802.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59802.660156 Penalty: 3069.378906
	Iteration 18F: 3 clusters Score -59802.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -360602.781250 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -360602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357331.062500 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -357331.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358312.750000 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -358312.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -358765.843750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -358765.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -359091.687500 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -359091.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -359392.093750 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -359392.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -359653.750000 Penalty: 3978.705811
	Iteration 5F: 3 clusters Score -359653.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -359811.968750 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -359812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -359914.468750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -359914.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -359989.031250 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -359989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -360039.843750 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -360039.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -360079.343750 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -360079.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -360115.812500 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -360115.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -360135.687500 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -360135.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -360155.875000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -360155.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -360182.875000 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -360182.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -360204.406250 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -360204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -360210.531250 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -360210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -360217.781250 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -360217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -360222.625000 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -360222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -360224.500000 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -360224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -360226.812500 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -360226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -360228.656250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -360228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -360230.187500 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -360230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -360230.187500 Penalty: 3978.705811
	Iteration 23F: 3 clusters Score -360230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (205901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205901 members 
Entering Unmasked Estep 
Score: -30113226.000000 Penalty: 3034.317383
	Iteration 0F: 2 clusters Score -3.011323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -29986256.000000 Penalty: 6068.634766
	Iteration 0F: 3 clusters Score -2.998626e+07 nChanged 99482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -30045622.000000 Penalty: 6068.634766
	Iteration 1F: 3 clusters Score -3.004562e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -30047696.000000 Penalty: 6068.634766
	Iteration 2Q: 3 clusters Score -3.00477e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125156 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -30051434.000000 Penalty: 6068.634766
	Iteration 3Q: 3 clusters Score -3.005143e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -30057706.000000 Penalty: 6068.634766
	Iteration 4F: 3 clusters Score -3.005771e+07 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -30067500.000000 Penalty: 6068.634766
	Iteration 5F: 3 clusters Score -3.00675e+07 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -30080390.000000 Penalty: 6068.634766
	Iteration 6F: 3 clusters Score -3.008039e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -30094372.000000 Penalty: 6068.634766
	Iteration 7F: 3 clusters Score -3.009437e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190572 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -30104138.000000 Penalty: 6068.634766
	Iteration 8Q: 3 clusters Score -3.010414e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196877 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -30109290.000000 Penalty: 6068.634766
	Iteration 9Q: 3 clusters Score -3.010929e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -30110748.000000 Penalty: 6068.634766
	Iteration 10Q: 3 clusters Score -3.011075e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202869 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -30111294.000000 Penalty: 6068.634766
	Iteration 11Q: 3 clusters Score -3.011129e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204026 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -30111138.000000 Penalty: 6068.634766
	Iteration 12Q: 3 clusters Score -3.011114e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -30111166.000000 Penalty: 6068.634766
	Iteration 13Q: 3 clusters Score -3.011117e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204948 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30111104.000000 Penalty: 6068.634766
	Iteration 14Q: 3 clusters Score -3.01111e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205122 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -30111080.000000 Penalty: 6068.634766
	Iteration 15Q: 3 clusters Score -3.011108e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205228 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -30111034.000000 Penalty: 6068.634766
	Iteration 16Q: 3 clusters Score -3.011103e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205284 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -30111078.000000 Penalty: 6068.634766
	Iteration 17Q: 3 clusters Score -3.011108e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205325 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -30111054.000000 Penalty: 6068.634766
	Iteration 18Q: 3 clusters Score -3.011105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205359 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -30111056.000000 Penalty: 6068.634766
	Iteration 19Q: 3 clusters Score -3.011106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205375 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -30111056.000000 Penalty: 6068.634766
	Iteration 20F: 3 clusters Score -3.011106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30111054.000000 Penalty: 6068.634766
	Iteration 21Q: 3 clusters Score -3.011105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30111094.000000 Penalty: 6068.634766
	Iteration 22Q: 3 clusters Score -3.011109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30111096.000000 Penalty: 6068.634766
	Iteration 23Q: 3 clusters Score -3.01111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205428 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -30111102.000000 Penalty: 6068.634766
	Iteration 24Q: 3 clusters Score -3.01111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205436 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -30111092.000000 Penalty: 6068.634766
	Iteration 25Q: 3 clusters Score -3.011109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205436 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -30111102.000000 Penalty: 6068.634766
	Iteration 26Q: 3 clusters Score -3.01111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205437 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -30111114.000000 Penalty: 6068.634766
	Iteration 27Q: 3 clusters Score -3.011111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205439 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30111094.000000 Penalty: 6068.634766
	Iteration 28Q: 3 clusters Score -3.011109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205439 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30111096.000000 Penalty: 6068.634766
	Iteration 29Q: 3 clusters Score -3.01111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205440 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -30111092.000000 Penalty: 6068.634766
	Iteration 30Q: 3 clusters Score -3.011109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205442 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30111094.000000 Penalty: 6068.634766
	Iteration 31Q: 3 clusters Score -3.011109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205444 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30111074.000000 Penalty: 6068.634766
	Iteration 32Q: 3 clusters Score -3.011107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205447 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30111076.000000 Penalty: 6068.634766
	Iteration 33Q: 3 clusters Score -3.011108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -30111080.000000 Penalty: 6068.634766
	Iteration 34Q: 3 clusters Score -3.011108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205451 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30111082.000000 Penalty: 6068.634766
	Iteration 35Q: 3 clusters Score -3.011108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30111080.000000 Penalty: 6068.634766
	Iteration 36Q: 3 clusters Score -3.011108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30111076.000000 Penalty: 6068.634766
	Iteration 37Q: 3 clusters Score -3.011108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205455 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30111070.000000 Penalty: 6068.634766
	Iteration 38Q: 3 clusters Score -3.011107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205455 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30111070.000000 Penalty: 6068.634766
	Iteration 39F: 3 clusters Score -3.011107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -602884.187500 Penalty: 2068.669922
	Iteration 0F: 2 clusters Score -602884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -598889.875000 Penalty: 4137.339844
	Iteration 0F: 3 clusters Score -598889.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -599779.500000 Penalty: 4137.339844
	Iteration 1F: 3 clusters Score -599779.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -599958.250000 Penalty: 4137.339844
	Iteration 2F: 3 clusters Score -599958.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -600048.687500 Penalty: 4137.339844
	Iteration 3Q: 3 clusters Score -600048.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -600122.250000 Penalty: 4137.339844
	Iteration 4Q: 3 clusters Score -600122.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -600171.500000 Penalty: 4137.339844
	Iteration 5Q: 3 clusters Score -600171.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -600212.125000 Penalty: 4137.339844
	Iteration 6Q: 3 clusters Score -600212.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -600245.187500 Penalty: 4137.339844
	Iteration 7Q: 3 clusters Score -600245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -600268.062500 Penalty: 4137.339844
	Iteration 8Q: 3 clusters Score -600268.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -600288.250000 Penalty: 4137.339844
	Iteration 9Q: 3 clusters Score -600288.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -600310.875000 Penalty: 4137.339844
	Iteration 10Q: 3 clusters Score -600310.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -600322.312500 Penalty: 4137.339844
	Iteration 11Q: 3 clusters Score -600322.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -600332.562500 Penalty: 4137.339844
	Iteration 12Q: 3 clusters Score -600332.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -600342.125000 Penalty: 4137.339844
	Iteration 13Q: 3 clusters Score -600342.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -600350.437500 Penalty: 4137.339844
	Iteration 14Q: 3 clusters Score -600350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -600359.875000 Penalty: 4137.339844
	Iteration 15Q: 3 clusters Score -600359.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -600368.687500 Penalty: 4137.339844
	Iteration 16Q: 3 clusters Score -600368.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -600376.625000 Penalty: 4137.339844
	Iteration 17Q: 3 clusters Score -600376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -600383.937500 Penalty: 4137.339844
	Iteration 18Q: 3 clusters Score -600383.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -600388.125000 Penalty: 4137.339844
	Iteration 19Q: 3 clusters Score -600388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -600390.562500 Penalty: 4137.339844
	Iteration 20F: 3 clusters Score -600390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -600392.062500 Penalty: 4137.339844
	Iteration 21Q: 3 clusters Score -600392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -600395.125000 Penalty: 4137.339844
	Iteration 22Q: 3 clusters Score -600395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -600397.562500 Penalty: 4137.339844
	Iteration 23Q: 3 clusters Score -600397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -600398.875000 Penalty: 4137.339844
	Iteration 24Q: 3 clusters Score -600398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -600400.750000 Penalty: 4137.339844
	Iteration 25Q: 3 clusters Score -600400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -600402.750000 Penalty: 4137.339844
	Iteration 26Q: 3 clusters Score -600402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -600404.937500 Penalty: 4137.339844
	Iteration 27Q: 3 clusters Score -600404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -600407.187500 Penalty: 4137.339844
	Iteration 28Q: 3 clusters Score -600407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -600409.500000 Penalty: 4137.339844
	Iteration 29Q: 3 clusters Score -600409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -600413.625000 Penalty: 4137.339844
	Iteration 30Q: 3 clusters Score -600413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -600414.000000 Penalty: 4137.339844
	Iteration 31Q: 3 clusters Score -600414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -600415.062500 Penalty: 4137.339844
	Iteration 32Q: 3 clusters Score -600415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -600415.687500 Penalty: 4137.339844
	Iteration 33Q: 3 clusters Score -600415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600417.125000 Penalty: 4137.339844
	Iteration 34Q: 3 clusters Score -600417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -600417.812500 Penalty: 4137.339844
	Iteration 35Q: 3 clusters Score -600417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -600419.625000 Penalty: 4137.339844
	Iteration 36Q: 3 clusters Score -600419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -600422.062500 Penalty: 4137.339844
	Iteration 37Q: 3 clusters Score -600422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -600421.937500 Penalty: 4137.339844
	Iteration 38Q: 3 clusters Score -600421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600423.312500 Penalty: 4137.339844
	Iteration 39Q: 3 clusters Score -600423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600423.937500 Penalty: 4137.339844
	Iteration 40F: 3 clusters Score -600423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -109685.781250 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -109685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107922.515625 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -107922.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108202.382812 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -108202.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108312.796875 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -108312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108411.882812 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -108411.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108521.976562 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -108522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108687.851562 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -108687.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108892.843750 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -108892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109015.804688 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -109015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109048.648438 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -109048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109060.117188 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -109060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109063.640625 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -109063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109064.023438 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -109064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109065.179688 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -109065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109066.312500 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -109066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109066.312500 Penalty: 3317.423828
	Iteration 14F: 3 clusters Score -109066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1629881.875000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1629882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1620666.875000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1620667 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1623562.750000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1623563 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1624047.875000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1624048 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1624541.875000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1624542 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1624994.750000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1624995 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1625425.625000 Penalty: 4676.342285
	Iteration 5Q: 3 clusters Score -1625426 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1625854.250000 Penalty: 4676.342285
	Iteration 6Q: 3 clusters Score -1625854 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1626257.625000 Penalty: 4676.342285
	Iteration 7Q: 3 clusters Score -1626258 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1626641.000000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1626641 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1626933.625000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1626934 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1627177.375000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1627177 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1627400.750000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1627401 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1627557.875000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1627558 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1627651.250000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1627651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1627735.000000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1627735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1627780.125000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1627780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1627815.625000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1627816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1627848.750000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1627849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1627868.125000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1627868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1627881.000000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1627881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1627899.500000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1627900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1627915.625000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1627916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1627933.125000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1627933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1627940.750000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1627941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1627952.875000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1627953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1627953.875000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1627954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1627954.750000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1627955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1627955.625000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1627956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1627955.625000 Penalty: 4676.342285
	Iteration 28F: 3 clusters Score -1627956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33874.167969 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33874.17 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 149 members 
Entering Unmasked Estep 
Score: -32557.652344 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32557.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32738.134766 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32738.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32881.398438 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32881.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33076.332031 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -33076.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33157.402344 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33199.175781 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33199.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33223.589844 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33223.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33249.265625 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33249.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33266.585938 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33266.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33285.875000 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33285.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33299.753906 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33299.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33330.839844 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33330.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33371.121094 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33371.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33398.816406 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33398.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33411.921875 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33411.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33434.250000 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33434.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33452.761719 Penalty: 2829.076172
	Iteration 16Q: 3 clusters Score -33452.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33457.437500 Penalty: 2829.076172
	Iteration 17Q: 3 clusters Score -33457.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33457.437500 Penalty: 2829.076172
	Iteration 18F: 3 clusters Score -33457.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61388.105469 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61388.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61570.574219 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61570.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61641.734375 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -61641.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61674.890625 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61674.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61684.808594 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61684.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61700.789062 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61700.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61706.527344 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61706.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61715.683594 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61715.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61728.824219 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61728.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61734.898438 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -61734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61735.988281 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -61735.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61738.316406 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -61738.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61738.316406 Penalty: 3060.126709
	Iteration 12F: 3 clusters Score -61738.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 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 221 members 
Entering Unmasked Estep 
Score: -55912.882812 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55912.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56107.023438 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56107.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56173.726562 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -56173.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56196.289062 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -56196.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56202.511719 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56202.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56202.511719 Penalty: 3020.166260
	Iteration 5F: 3 clusters Score -56202.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Entering Unmasked Estep 
Score: -8883894.000000 Penalty: 2728.450439
	Iteration 0F: 2 clusters Score -8883894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -8843357.000000 Penalty: 5456.900879
	Iteration 0F: 3 clusters Score -8843357 nChanged 27880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8859086.000000 Penalty: 5456.900879
	Iteration 1F: 3 clusters Score -8859086 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -8859702.000000 Penalty: 5456.900879
	Iteration 2Q: 3 clusters Score -8859702 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -8860454.000000 Penalty: 5456.900879
	Iteration 3Q: 3 clusters Score -8860454 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -8861438.000000 Penalty: 5456.900879
	Iteration 4Q: 3 clusters Score -8861438 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8862822.000000 Penalty: 5456.900879
	Iteration 5Q: 3 clusters Score -8862822 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8864697.000000 Penalty: 5456.900879
	Iteration 6F: 3 clusters Score -8864697 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8867236.000000 Penalty: 5456.900879
	Iteration 7F: 3 clusters Score -8867236 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -8870377.000000 Penalty: 5456.900879
	Iteration 8F: 3 clusters Score -8870377 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -8873298.000000 Penalty: 5456.900879
	Iteration 9F: 3 clusters Score -8873298 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -8875654.000000 Penalty: 5456.900879
	Iteration 10Q: 3 clusters Score -8875654 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -8877225.000000 Penalty: 5456.900879
	Iteration 11Q: 3 clusters Score -8877225 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -8878160.000000 Penalty: 5456.900879
	Iteration 12Q: 3 clusters Score -8878160 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8878907.000000 Penalty: 5456.900879
	Iteration 13Q: 3 clusters Score -8878907 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -8879537.000000 Penalty: 5456.900879
	Iteration 14Q: 3 clusters Score -8879537 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8880092.000000 Penalty: 5456.900879
	Iteration 15Q: 3 clusters Score -8880092 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8880542.000000 Penalty: 5456.900879
	Iteration 16Q: 3 clusters Score -8880542 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8881015.000000 Penalty: 5456.900879
	Iteration 17Q: 3 clusters Score -8881015 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8881375.000000 Penalty: 5456.900879
	Iteration 18Q: 3 clusters Score -8881375 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8881658.000000 Penalty: 5456.900879
	Iteration 19Q: 3 clusters Score -8881658 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8881934.000000 Penalty: 5456.900879
	Iteration 20F: 3 clusters Score -8881934 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8882087.000000 Penalty: 5456.900879
	Iteration 21Q: 3 clusters Score -8882087 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8882208.000000 Penalty: 5456.900879
	Iteration 22Q: 3 clusters Score -8882208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8882302.000000 Penalty: 5456.900879
	Iteration 23Q: 3 clusters Score -8882302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8882393.000000 Penalty: 5456.900879
	Iteration 24Q: 3 clusters Score -8882393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8882447.000000 Penalty: 5456.900879
	Iteration 25Q: 3 clusters Score -8882447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8882497.000000 Penalty: 5456.900879
	Iteration 26Q: 3 clusters Score -8882497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8882531.000000 Penalty: 5456.900879
	Iteration 27Q: 3 clusters Score -8882531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8882547.000000 Penalty: 5456.900879
	Iteration 28Q: 3 clusters Score -8882547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8882556.000000 Penalty: 5456.900879
	Iteration 29Q: 3 clusters Score -8882556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8882557.000000 Penalty: 5456.900879
	Iteration 30Q: 3 clusters Score -8882557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8882578.000000 Penalty: 5456.900879
	Iteration 31Q: 3 clusters Score -8882578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8882592.000000 Penalty: 5456.900879
	Iteration 32Q: 3 clusters Score -8882592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8882604.000000 Penalty: 5456.900879
	Iteration 33Q: 3 clusters Score -8882604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8882606.000000 Penalty: 5456.900879
	Iteration 34Q: 3 clusters Score -8882606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8882611.000000 Penalty: 5456.900879
	Iteration 35Q: 3 clusters Score -8882611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8882611.000000 Penalty: 5456.900879
	Iteration 36Q: 3 clusters Score -8882611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8882606.000000 Penalty: 5456.900879
	Iteration 37Q: 3 clusters Score -8882606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8882601.000000 Penalty: 5456.900879
	Iteration 38Q: 3 clusters Score -8882601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8882607.000000 Penalty: 5456.900879
	Iteration 39Q: 3 clusters Score -8882607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8882600.000000 Penalty: 5456.900879
	Iteration 40F: 3 clusters Score -8882600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8882610.000000 Penalty: 5456.900879
	Iteration 41Q: 3 clusters Score -8882610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8882606.000000 Penalty: 5456.900879
	Iteration 42Q: 3 clusters Score -8882606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8882614.000000 Penalty: 5456.900879
	Iteration 43Q: 3 clusters Score -8882614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8882611.000000 Penalty: 5456.900879
	Iteration 44Q: 3 clusters Score -8882611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8882604.000000 Penalty: 5456.900879
	Iteration 45Q: 3 clusters Score -8882604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8882604.000000 Penalty: 5456.900879
	Iteration 46F: 3 clusters Score -8882604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -20147.904297 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -20147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19150.183594 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -19150.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19194.199219 Penalty: 2547.355957
	Iteration 1Q: 3 clusters Score -19194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19194.199219 Penalty: 2547.355957
	Iteration 2F: 3 clusters Score -19194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29629 members 
Mstep: Class 6 contains 29006 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 24780 members 
Mstep: Class 9 contains 44385 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 41572 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 59276 members 
Mstep: Class 19 contains 15608 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 162671 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205901 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59983 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965944.000000 Penalty: 108851.484375
Iteration 319Q: 33 clusters Score -1.289659e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29629 members 
Mstep: Class 6 contains 29002 members 
Mstep: Class 7 contains 39683 members 
Mstep: Class 8 contains 24712 members 
Mstep: Class 9 contains 44387 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37681 members 
Mstep: Class 12 contains 41589 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 59311 members 
Mstep: Class 19 contains 15680 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162556 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205956 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59989 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966056.000000 Penalty: 108851.484375
Iteration 320F: 33 clusters Score -1.289661e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 28997 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 24652 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37685 members 
Mstep: Class 12 contains 41598 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25728 members 
Mstep: Class 18 contains 59339 members 
Mstep: Class 19 contains 15741 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162475 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 205993 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60002 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966008.000000 Penalty: 108851.484375
Iteration 321Q: 33 clusters Score -1.28966e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 28995 members 
Mstep: Class 7 contains 39689 members 
Mstep: Class 8 contains 24598 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37683 members 
Mstep: Class 12 contains 41600 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25728 members 
Mstep: Class 18 contains 59368 members 
Mstep: Class 19 contains 15803 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162400 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206027 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60009 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966024.000000 Penalty: 108851.484375
Iteration 322Q: 33 clusters Score -1.28966e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29616 members 
Mstep: Class 6 contains 28989 members 
Mstep: Class 7 contains 39691 members 
Mstep: Class 8 contains 24541 members 
Mstep: Class 9 contains 44380 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37685 members 
Mstep: Class 12 contains 41606 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 59404 members 
Mstep: Class 19 contains 15863 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162324 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206060 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60019 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966080.000000 Penalty: 108851.484375
Iteration 323Q: 33 clusters Score -1.289661e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29613 members 
Mstep: Class 6 contains 28981 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 24484 members 
Mstep: Class 9 contains 44379 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37691 members 
Mstep: Class 12 contains 41618 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25731 members 
Mstep: Class 18 contains 59435 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162239 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206088 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60029 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966128.000000 Penalty: 108851.484375
Iteration 324Q: 33 clusters Score -1.289661e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29613 members 
Mstep: Class 6 contains 28977 members 
Mstep: Class 7 contains 39703 members 
Mstep: Class 8 contains 24425 members 
Mstep: Class 9 contains 44382 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37687 members 
Mstep: Class 12 contains 41631 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25733 members 
Mstep: Class 18 contains 59467 members 
Mstep: Class 19 contains 15996 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 162141 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206118 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60033 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966136.000000 Penalty: 108851.484375
Iteration 325Q: 33 clusters Score -1.289661e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29620 members 
Mstep: Class 6 contains 28977 members 
Mstep: Class 7 contains 39706 members 
Mstep: Class 8 contains 24377 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 41644 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25734 members 
Mstep: Class 18 contains 59502 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 162029 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206138 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60046 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966120.000000 Penalty: 108851.484375
Iteration 326Q: 33 clusters Score -1.289661e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39704 members 
Mstep: Class 8 contains 24312 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37677 members 
Mstep: Class 12 contains 41660 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 59549 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161914 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206169 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60056 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966016.000000 Penalty: 108851.484375
Iteration 327Q: 33 clusters Score -1.28966e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29631 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39701 members 
Mstep: Class 8 contains 24244 members 
Mstep: Class 9 contains 44398 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41682 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 59592 members 
Mstep: Class 19 contains 16213 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161805 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206194 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60063 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965968.000000 Penalty: 108851.484375
Iteration 328Q: 33 clusters Score -1.28966e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39702 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 44402 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41703 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 59641 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161678 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206212 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60069 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966176.000000 Penalty: 108851.484375
Iteration 329Q: 33 clusters Score -1.289662e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29650 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39706 members 
Mstep: Class 8 contains 24091 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 41709 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 59693 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161563 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206235 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60075 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966160.000000 Penalty: 108851.484375
Iteration 330Q: 33 clusters Score -1.289662e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 44397 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 41724 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 59743 members 
Mstep: Class 19 contains 16494 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161440 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206255 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60085 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966080.000000 Penalty: 108851.484375
Iteration 331Q: 33 clusters Score -1.289661e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29654 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 23939 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37684 members 
Mstep: Class 12 contains 41736 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 59799 members 
Mstep: Class 19 contains 16599 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161304 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206275 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12429 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60101 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966112.000000 Penalty: 108851.484375
Iteration 332Q: 33 clusters Score -1.289661e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 23866 members 
Mstep: Class 9 contains 44388 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37681 members 
Mstep: Class 12 contains 41744 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 59852 members 
Mstep: Class 19 contains 16696 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161182 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206302 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12429 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60110 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966072.000000 Penalty: 108851.484375
Iteration 333Q: 33 clusters Score -1.289661e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39714 members 
Mstep: Class 8 contains 23808 members 
Mstep: Class 9 contains 44380 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41751 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 59908 members 
Mstep: Class 19 contains 16781 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 161076 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206325 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60111 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966040.000000 Penalty: 108851.484375
Iteration 334Q: 33 clusters Score -1.28966e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29684 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39719 members 
Mstep: Class 8 contains 23755 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 41760 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 59951 members 
Mstep: Class 19 contains 16852 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 160988 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206345 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60118 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966048.000000 Penalty: 108851.484375
Iteration 335Q: 33 clusters Score -1.28966e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29691 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 23710 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 41764 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 60000 members 
Mstep: Class 19 contains 16920 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 160863 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206377 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60126 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965848.000000 Penalty: 108851.484375
Iteration 336Q: 33 clusters Score -1.289658e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29695 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39719 members 
Mstep: Class 8 contains 23651 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 41772 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 60055 members 
Mstep: Class 19 contains 16997 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160728 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206416 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60134 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965744.000000 Penalty: 108851.484375
Iteration 337Q: 33 clusters Score -1.289657e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39717 members 
Mstep: Class 8 contains 23592 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 41780 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 60103 members 
Mstep: Class 19 contains 17072 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160615 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206444 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60145 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965816.000000 Penalty: 108851.484375
Iteration 338Q: 33 clusters Score -1.289658e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39714 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37665 members 
Mstep: Class 12 contains 41794 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 60168 members 
Mstep: Class 19 contains 17140 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160492 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206468 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60150 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965736.000000 Penalty: 108851.484375
Iteration 339Q: 33 clusters Score -1.289657e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29688 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 23479 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 41802 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 60220 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160381 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206499 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60165 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965672.000000 Penalty: 108851.484375
Iteration 340F: 33 clusters Score -1.289657e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29695 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39709 members 
Mstep: Class 8 contains 23415 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 41807 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 60275 members 
Mstep: Class 19 contains 17291 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160274 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206509 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60179 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965728.000000 Penalty: 108851.484375
Iteration 341Q: 33 clusters Score -1.289657e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39707 members 
Mstep: Class 8 contains 23360 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 41815 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 60340 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160187 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206507 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60187 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965824.000000 Penalty: 108851.484375
Iteration 342Q: 33 clusters Score -1.289658e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29696 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 23300 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41823 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 60386 members 
Mstep: Class 19 contains 17446 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160103 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206505 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60195 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965680.000000 Penalty: 108851.484375
Iteration 343Q: 33 clusters Score -1.289657e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39694 members 
Mstep: Class 8 contains 23239 members 
Mstep: Class 9 contains 44364 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 41828 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 60444 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 160015 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206511 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60199 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965752.000000 Penalty: 108851.484375
Iteration 344Q: 33 clusters Score -1.289658e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 23184 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37680 members 
Mstep: Class 12 contains 41828 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 60494 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 159914 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206531 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60209 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965888.000000 Penalty: 108851.484375
Iteration 345Q: 33 clusters Score -1.289659e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 23138 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 41832 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 60545 members 
Mstep: Class 19 contains 17634 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 159814 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206567 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60214 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965888.000000 Penalty: 108851.484375
Iteration 346Q: 33 clusters Score -1.289659e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29722 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 23102 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 41832 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 60602 members 
Mstep: Class 19 contains 17674 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 159708 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206592 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60222 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965952.000000 Penalty: 108851.484375
Iteration 347Q: 33 clusters Score -1.28966e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29724 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 23053 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37675 members 
Mstep: Class 12 contains 41837 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 60651 members 
Mstep: Class 19 contains 17722 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159623 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206605 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60237 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966200.000000 Penalty: 108851.484375
Iteration 348Q: 33 clusters Score -1.289662e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29728 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39680 members 
Mstep: Class 8 contains 23002 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37674 members 
Mstep: Class 12 contains 41840 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 60699 members 
Mstep: Class 19 contains 17780 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159551 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206601 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60255 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966160.000000 Penalty: 108851.484375
Iteration 349Q: 33 clusters Score -1.289662e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29729 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39680 members 
Mstep: Class 8 contains 22950 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41841 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 60748 members 
Mstep: Class 19 contains 17846 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159472 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206607 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60256 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966200.000000 Penalty: 108851.484375
Iteration 350Q: 33 clusters Score -1.289662e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29729 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39679 members 
Mstep: Class 8 contains 22896 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37675 members 
Mstep: Class 12 contains 41840 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 60784 members 
Mstep: Class 19 contains 17897 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159417 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206624 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60262 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966288.000000 Penalty: 108851.484375
Iteration 351Q: 33 clusters Score -1.289663e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29731 members 
Mstep: Class 6 contains 28976 members 
Mstep: Class 7 contains 39676 members 
Mstep: Class 8 contains 22842 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37674 members 
Mstep: Class 12 contains 41849 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 18 contains 60826 members 
Mstep: Class 19 contains 17957 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159351 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206623 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60265 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966096.000000 Penalty: 108851.484375
Iteration 352Q: 33 clusters Score -1.289661e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7097 members 
Mstep: Class 5 contains 29732 members 
Mstep: Class 6 contains 28975 members 
Mstep: Class 7 contains 39675 members 
Mstep: Class 8 contains 22780 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37672 members 
Mstep: Class 12 contains 41854 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25751 members 
Mstep: Class 18 contains 60867 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 159300 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206634 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60268 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966224.000000 Penalty: 108851.484375
Iteration 353Q: 33 clusters Score -1.289662e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29735 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 39672 members 
Mstep: Class 8 contains 22729 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37672 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 18 contains 60909 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 159233 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206640 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60276 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966208.000000 Penalty: 108851.484375
Iteration 354Q: 33 clusters Score -1.289662e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29739 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39667 members 
Mstep: Class 8 contains 22676 members 
Mstep: Class 9 contains 44379 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37671 members 
Mstep: Class 12 contains 41855 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 18 contains 60959 members 
Mstep: Class 19 contains 18136 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 159158 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206648 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60284 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966336.000000 Penalty: 108851.484375
Iteration 355Q: 33 clusters Score -1.289663e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29744 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 22613 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37668 members 
Mstep: Class 12 contains 41861 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25751 members 
Mstep: Class 18 contains 61007 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 159093 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206651 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60290 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966312.000000 Penalty: 108851.484375
Iteration 356Q: 33 clusters Score -1.289663e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39660 members 
Mstep: Class 8 contains 22547 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37669 members 
Mstep: Class 12 contains 41870 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25753 members 
Mstep: Class 18 contains 61057 members 
Mstep: Class 19 contains 18286 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 159035 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206631 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60295 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966368.000000 Penalty: 108851.484375
Iteration 357Q: 33 clusters Score -1.289664e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29748 members 
Mstep: Class 6 contains 28973 members 
Mstep: Class 7 contains 39656 members 
Mstep: Class 8 contains 22466 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41878 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25753 members 
Mstep: Class 18 contains 61103 members 
Mstep: Class 19 contains 18379 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 158983 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206613 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60300 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966456.000000 Penalty: 108851.484375
Iteration 358Q: 33 clusters Score -1.289665e+08 nChanged 241
Entering ConstructFrom: 
Score: -128966456.000000 Penalty: 108851.484375
Entering ConstructFrom: 
Trying to split cluster 1 (22547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Entering Unmasked Estep 
Score: -3202036.500000 Penalty: 2485.792725
	Iteration 0F: 2 clusters Score -3202036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3186242.500000 Penalty: 4971.585449
	Iteration 0F: 3 clusters Score -3186242 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3191773.000000 Penalty: 4971.585449
	Iteration 1F: 3 clusters Score -3191773 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3192186.750000 Penalty: 4971.585449
	Iteration 2F: 3 clusters Score -3192187 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3192543.500000 Penalty: 4971.585449
	Iteration 3Q: 3 clusters Score -3192544 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3192816.750000 Penalty: 4971.585449
	Iteration 4Q: 3 clusters Score -3192817 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3193072.000000 Penalty: 4971.585449
	Iteration 5Q: 3 clusters Score -3193072 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3193355.750000 Penalty: 4971.585449
	Iteration 6Q: 3 clusters Score -3193356 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3193668.750000 Penalty: 4971.585449
	Iteration 7Q: 3 clusters Score -3193669 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3194120.250000 Penalty: 4971.585449
	Iteration 8Q: 3 clusters Score -3194120 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3194719.250000 Penalty: 4971.585449
	Iteration 9Q: 3 clusters Score -3194719 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3195508.250000 Penalty: 4971.585449
	Iteration 10F: 3 clusters Score -3195508 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3196448.250000 Penalty: 4971.585449
	Iteration 11F: 3 clusters Score -3196448 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3197420.750000 Penalty: 4971.585449
	Iteration 12F: 3 clusters Score -3197421 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3198215.250000 Penalty: 4971.585449
	Iteration 13Q: 3 clusters Score -3198215 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3198811.000000 Penalty: 4971.585449
	Iteration 14Q: 3 clusters Score -3198811 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3199259.500000 Penalty: 4971.585449
	Iteration 15Q: 3 clusters Score -3199260 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3199559.500000 Penalty: 4971.585449
	Iteration 16Q: 3 clusters Score -3199560 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3199728.500000 Penalty: 4971.585449
	Iteration 17Q: 3 clusters Score -3199728 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3199842.500000 Penalty: 4971.585449
	Iteration 18Q: 3 clusters Score -3199842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3199912.500000 Penalty: 4971.585449
	Iteration 19Q: 3 clusters Score -3199912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3199969.250000 Penalty: 4971.585449
	Iteration 20F: 3 clusters Score -3199969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3200005.750000 Penalty: 4971.585449
	Iteration 21Q: 3 clusters Score -3200006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3200027.000000 Penalty: 4971.585449
	Iteration 22Q: 3 clusters Score -3200027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3200038.500000 Penalty: 4971.585449
	Iteration 23Q: 3 clusters Score -3200038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3200048.500000 Penalty: 4971.585449
	Iteration 24Q: 3 clusters Score -3200048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3200045.000000 Penalty: 4971.585449
	Iteration 25Q: 3 clusters Score -3200045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3200055.250000 Penalty: 4971.585449
	Iteration 26Q: 3 clusters Score -3200055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3200061.250000 Penalty: 4971.585449
	Iteration 27Q: 3 clusters Score -3200061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3200064.250000 Penalty: 4971.585449
	Iteration 28Q: 3 clusters Score -3200064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3200066.250000 Penalty: 4971.585449
	Iteration 29Q: 3 clusters Score -3200066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3200066.750000 Penalty: 4971.585449
	Iteration 30Q: 3 clusters Score -3200067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3200071.000000 Penalty: 4971.585449
	Iteration 31Q: 3 clusters Score -3200071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3200072.500000 Penalty: 4971.585449
	Iteration 32Q: 3 clusters Score -3200072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3200070.250000 Penalty: 4971.585449
	Iteration 33Q: 3 clusters Score -3200070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3200074.000000 Penalty: 4971.585449
	Iteration 34Q: 3 clusters Score -3200074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3200074.000000 Penalty: 4971.585449
	Iteration 35F: 3 clusters Score -3200074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Entering Unmasked Estep 
Score: -5704190.000000 Penalty: 2626.958984
	Iteration 0F: 2 clusters Score -5704190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5677138.500000 Penalty: 5253.917969
	Iteration 0F: 3 clusters Score -5677138 nChanged 18221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5687160.000000 Penalty: 5253.917969
	Iteration 1F: 3 clusters Score -5687160 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5687687.000000 Penalty: 5253.917969
	Iteration 2Q: 3 clusters Score -5687687 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -5688270.500000 Penalty: 5253.917969
	Iteration 3Q: 3 clusters Score -5688270 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -5689055.000000 Penalty: 5253.917969
	Iteration 4Q: 3 clusters Score -5689055 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5690052.500000 Penalty: 5253.917969
	Iteration 5F: 3 clusters Score -5690052 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5691475.000000 Penalty: 5253.917969
	Iteration 6F: 3 clusters Score -5691475 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -5693217.000000 Penalty: 5253.917969
	Iteration 7F: 3 clusters Score -5693217 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5695241.000000 Penalty: 5253.917969
	Iteration 8F: 3 clusters Score -5695241 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5697081.500000 Penalty: 5253.917969
	Iteration 9F: 3 clusters Score -5697082 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5698731.500000 Penalty: 5253.917969
	Iteration 10Q: 3 clusters Score -5698732 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5700049.000000 Penalty: 5253.917969
	Iteration 11Q: 3 clusters Score -5700049 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5700990.500000 Penalty: 5253.917969
	Iteration 12Q: 3 clusters Score -5700990 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5701580.000000 Penalty: 5253.917969
	Iteration 13Q: 3 clusters Score -5701580 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5701927.000000 Penalty: 5253.917969
	Iteration 14Q: 3 clusters Score -5701927 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5702151.000000 Penalty: 5253.917969
	Iteration 15Q: 3 clusters Score -5702151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5702299.000000 Penalty: 5253.917969
	Iteration 16Q: 3 clusters Score -5702299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5702456.000000 Penalty: 5253.917969
	Iteration 17Q: 3 clusters Score -5702456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5702558.000000 Penalty: 5253.917969
	Iteration 18Q: 3 clusters Score -5702558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5702656.500000 Penalty: 5253.917969
	Iteration 19Q: 3 clusters Score -5702656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5702745.500000 Penalty: 5253.917969
	Iteration 20F: 3 clusters Score -5702746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5702810.000000 Penalty: 5253.917969
	Iteration 21Q: 3 clusters Score -5702810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5702880.500000 Penalty: 5253.917969
	Iteration 22Q: 3 clusters Score -5702880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5702950.500000 Penalty: 5253.917969
	Iteration 23Q: 3 clusters Score -5702950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5703001.500000 Penalty: 5253.917969
	Iteration 24Q: 3 clusters Score -5703002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5703054.500000 Penalty: 5253.917969
	Iteration 25Q: 3 clusters Score -5703054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5703092.500000 Penalty: 5253.917969
	Iteration 26Q: 3 clusters Score -5703092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5703132.500000 Penalty: 5253.917969
	Iteration 27Q: 3 clusters Score -5703132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5703148.000000 Penalty: 5253.917969
	Iteration 28Q: 3 clusters Score -5703148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5703168.000000 Penalty: 5253.917969
	Iteration 29Q: 3 clusters Score -5703168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5703179.000000 Penalty: 5253.917969
	Iteration 30Q: 3 clusters Score -5703179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5703196.000000 Penalty: 5253.917969
	Iteration 31Q: 3 clusters Score -5703196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5703204.000000 Penalty: 5253.917969
	Iteration 32Q: 3 clusters Score -5703204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5703219.500000 Penalty: 5253.917969
	Iteration 33Q: 3 clusters Score -5703220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5703228.500000 Penalty: 5253.917969
	Iteration 34Q: 3 clusters Score -5703228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5703237.000000 Penalty: 5253.917969
	Iteration 35Q: 3 clusters Score -5703237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5703246.500000 Penalty: 5253.917969
	Iteration 36Q: 3 clusters Score -5703246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5703251.500000 Penalty: 5253.917969
	Iteration 37Q: 3 clusters Score -5703252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5703253.500000 Penalty: 5253.917969
	Iteration 38Q: 3 clusters Score -5703254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5703256.500000 Penalty: 5253.917969
	Iteration 39Q: 3 clusters Score -5703256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5703257.500000 Penalty: 5253.917969
	Iteration 40F: 3 clusters Score -5703258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5703262.500000 Penalty: 5253.917969
	Iteration 41Q: 3 clusters Score -5703262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5703266.000000 Penalty: 5253.917969
	Iteration 42Q: 3 clusters Score -5703266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5703267.500000 Penalty: 5253.917969
	Iteration 43Q: 3 clusters Score -5703268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5703270.500000 Penalty: 5253.917969
	Iteration 44Q: 3 clusters Score -5703270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5703264.500000 Penalty: 5253.917969
	Iteration 45Q: 3 clusters Score -5703264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5703271.500000 Penalty: 5253.917969
	Iteration 46Q: 3 clusters Score -5703272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5703273.500000 Penalty: 5253.917969
	Iteration 47Q: 3 clusters Score -5703274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5703272.000000 Penalty: 5253.917969
	Iteration 48Q: 3 clusters Score -5703272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5703272.500000 Penalty: 5253.917969
	Iteration 49Q: 3 clusters Score -5703272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5703273.000000 Penalty: 5253.917969
	Iteration 50Q: 3 clusters Score -5703273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5703268.000000 Penalty: 5253.917969
	Iteration 51Q: 3 clusters Score -5703268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5703268.500000 Penalty: 5253.917969
	Iteration 52Q: 3 clusters Score -5703268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5703269.500000 Penalty: 5253.917969
	Iteration 53Q: 3 clusters Score -5703270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5703269.500000 Penalty: 5253.917969
	Iteration 54F: 3 clusters Score -5703270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -371705.968750 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -371706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -368716.000000 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -368716 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -369276.375000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -369276.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -369448.281250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -369448.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369543.718750 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -369543.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369602.062500 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -369602.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369645.750000 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -369645.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -369666.125000 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -369666.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -369685.343750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -369685.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -369704.656250 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -369704.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -369717.281250 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -369717.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -369723.750000 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -369723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -369730.593750 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -369730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -369735.562500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -369735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -369741.000000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -369741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -369742.750000 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -369742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -369745.437500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -369745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -369749.906250 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -369749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -369752.562500 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -369752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -369755.312500 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -369755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369758.281250 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -369758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369760.906250 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -369760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369761.375000 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -369761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -369764.031250 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -369764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -369764.968750 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -369765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -369765.718750 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -369765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -369765.718750 Penalty: 3890.743408
	Iteration 25F: 3 clusters Score -369765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -957063.562500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -957063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -951300.812500 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -951300.8 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -952926.625000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -952926.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -953284.125000 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -953284.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -953532.750000 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -953532.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -953732.375000 Penalty: 4398.174316
	Iteration 4Q: 3 clusters Score -953732.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -953924.250000 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -953924.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -954140.687500 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -954140.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -954402.375000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -954402.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -954632.312500 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -954632.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -954833.687500 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -954833.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -955013.875000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -955013.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -955147.812500 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -955147.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -955287.125000 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -955287.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -955436.500000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -955436.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -955574.312500 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -955574.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -955675.062500 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -955675.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -955761.312500 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -955761.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -955819.687500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -955819.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -955854.937500 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -955854.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -955881.812500 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -955881.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -955903.500000 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -955903.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -955921.000000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -955921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -955924.562500 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -955924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -955930.687500 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -955930.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -955939.875000 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -955939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -955946.062500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -955946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -955949.500000 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -955949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -955949.750000 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -955949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -955949.750000 Penalty: 4398.174316
	Iteration 28F: 3 clusters Score -955949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Entering Unmasked Estep 
Score: -4404065.000000 Penalty: 2554.520020
	Iteration 0F: 2 clusters Score -4404065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4383570.000000 Penalty: 5109.040039
	Iteration 0F: 3 clusters Score -4383570 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4390866.500000 Penalty: 5109.040039
	Iteration 1F: 3 clusters Score -4390866 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4391349.500000 Penalty: 5109.040039
	Iteration 2Q: 3 clusters Score -4391350 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4391795.500000 Penalty: 5109.040039
	Iteration 3Q: 3 clusters Score -4391796 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4392279.000000 Penalty: 5109.040039
	Iteration 4Q: 3 clusters Score -4392279 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4392849.500000 Penalty: 5109.040039
	Iteration 5Q: 3 clusters Score -4392850 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4393597.500000 Penalty: 5109.040039
	Iteration 6Q: 3 clusters Score -4393598 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -4394592.500000 Penalty: 5109.040039
	Iteration 7F: 3 clusters Score -4394592 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4395887.000000 Penalty: 5109.040039
	Iteration 8F: 3 clusters Score -4395887 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4397485.500000 Penalty: 5109.040039
	Iteration 9F: 3 clusters Score -4397486 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4399062.000000 Penalty: 5109.040039
	Iteration 10F: 3 clusters Score -4399062 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4399966.500000 Penalty: 5109.040039
	Iteration 11Q: 3 clusters Score -4399966 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4400399.000000 Penalty: 5109.040039
	Iteration 12Q: 3 clusters Score -4400399 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4400587.000000 Penalty: 5109.040039
	Iteration 13Q: 3 clusters Score -4400587 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4400727.000000 Penalty: 5109.040039
	Iteration 14Q: 3 clusters Score -4400727 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4400825.000000 Penalty: 5109.040039
	Iteration 15Q: 3 clusters Score -4400825 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4400896.000000 Penalty: 5109.040039
	Iteration 16Q: 3 clusters Score -4400896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4400976.500000 Penalty: 5109.040039
	Iteration 17Q: 3 clusters Score -4400976 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4401041.500000 Penalty: 5109.040039
	Iteration 18Q: 3 clusters Score -4401042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4401097.000000 Penalty: 5109.040039
	Iteration 19Q: 3 clusters Score -4401097 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4401162.000000 Penalty: 5109.040039
	Iteration 20F: 3 clusters Score -4401162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4401208.500000 Penalty: 5109.040039
	Iteration 21Q: 3 clusters Score -4401208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4401239.000000 Penalty: 5109.040039
	Iteration 22Q: 3 clusters Score -4401239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4401294.000000 Penalty: 5109.040039
	Iteration 23Q: 3 clusters Score -4401294 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4401323.000000 Penalty: 5109.040039
	Iteration 24Q: 3 clusters Score -4401323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4401351.500000 Penalty: 5109.040039
	Iteration 25Q: 3 clusters Score -4401352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4401372.000000 Penalty: 5109.040039
	Iteration 26Q: 3 clusters Score -4401372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4401403.500000 Penalty: 5109.040039
	Iteration 27Q: 3 clusters Score -4401404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4401441.000000 Penalty: 5109.040039
	Iteration 28Q: 3 clusters Score -4401441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4401476.000000 Penalty: 5109.040039
	Iteration 29Q: 3 clusters Score -4401476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4401484.500000 Penalty: 5109.040039
	Iteration 30Q: 3 clusters Score -4401484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4401504.000000 Penalty: 5109.040039
	Iteration 31Q: 3 clusters Score -4401504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4401529.000000 Penalty: 5109.040039
	Iteration 32Q: 3 clusters Score -4401529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4401549.500000 Penalty: 5109.040039
	Iteration 33Q: 3 clusters Score -4401550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4401571.000000 Penalty: 5109.040039
	Iteration 34Q: 3 clusters Score -4401571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4401598.500000 Penalty: 5109.040039
	Iteration 35Q: 3 clusters Score -4401598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4401620.500000 Penalty: 5109.040039
	Iteration 36Q: 3 clusters Score -4401620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4401665.000000 Penalty: 5109.040039
	Iteration 37Q: 3 clusters Score -4401665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4401689.000000 Penalty: 5109.040039
	Iteration 38Q: 3 clusters Score -4401689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4401705.000000 Penalty: 5109.040039
	Iteration 39Q: 3 clusters Score -4401705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4401726.500000 Penalty: 5109.040039
	Iteration 40F: 3 clusters Score -4401726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4401735.500000 Penalty: 5109.040039
	Iteration 41Q: 3 clusters Score -4401736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4401745.500000 Penalty: 5109.040039
	Iteration 42Q: 3 clusters Score -4401746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4401754.500000 Penalty: 5109.040039
	Iteration 43Q: 3 clusters Score -4401754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4401769.500000 Penalty: 5109.040039
	Iteration 44Q: 3 clusters Score -4401770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4401779.000000 Penalty: 5109.040039
	Iteration 45Q: 3 clusters Score -4401779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4401796.000000 Penalty: 5109.040039
	Iteration 46Q: 3 clusters Score -4401796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4401809.000000 Penalty: 5109.040039
	Iteration 47Q: 3 clusters Score -4401809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4401820.500000 Penalty: 5109.040039
	Iteration 48Q: 3 clusters Score -4401820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4401828.000000 Penalty: 5109.040039
	Iteration 49Q: 3 clusters Score -4401828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4401834.000000 Penalty: 5109.040039
	Iteration 50Q: 3 clusters Score -4401834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4401844.000000 Penalty: 5109.040039
	Iteration 51Q: 3 clusters Score -4401844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4401843.000000 Penalty: 5109.040039
	Iteration 52Q: 3 clusters Score -4401843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4401843.500000 Penalty: 5109.040039
	Iteration 53Q: 3 clusters Score -4401844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4401846.500000 Penalty: 5109.040039
	Iteration 54Q: 3 clusters Score -4401846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4401854.500000 Penalty: 5109.040039
	Iteration 55Q: 3 clusters Score -4401854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4401860.500000 Penalty: 5109.040039
	Iteration 56Q: 3 clusters Score -4401860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4401861.500000 Penalty: 5109.040039
	Iteration 57Q: 3 clusters Score -4401862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4401864.500000 Penalty: 5109.040039
	Iteration 58Q: 3 clusters Score -4401864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4401866.500000 Penalty: 5109.040039
	Iteration 59Q: 3 clusters Score -4401866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4401869.000000 Penalty: 5109.040039
	Iteration 60F: 3 clusters Score -4401869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4401868.000000 Penalty: 5109.040039
	Iteration 61Q: 3 clusters Score -4401868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4401871.000000 Penalty: 5109.040039
	Iteration 62Q: 3 clusters Score -4401871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4401871.000000 Penalty: 5109.040039
	Iteration 63Q: 3 clusters Score -4401871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4401876.500000 Penalty: 5109.040039
	Iteration 64Q: 3 clusters Score -4401876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4401875.000000 Penalty: 5109.040039
	Iteration 65Q: 3 clusters Score -4401875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4401880.000000 Penalty: 5109.040039
	Iteration 66Q: 3 clusters Score -4401880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4401879.000000 Penalty: 5109.040039
	Iteration 67Q: 3 clusters Score -4401879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4401877.500000 Penalty: 5109.040039
	Iteration 68Q: 3 clusters Score -4401878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4401877.500000 Penalty: 5109.040039
	Iteration 69Q: 3 clusters Score -4401878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4401884.000000 Penalty: 5109.040039
	Iteration 70Q: 3 clusters Score -4401884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4401881.000000 Penalty: 5109.040039
	Iteration 71Q: 3 clusters Score -4401881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4401879.500000 Penalty: 5109.040039
	Iteration 72Q: 3 clusters Score -4401880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4401879.500000 Penalty: 5109.040039
	Iteration 73F: 3 clusters Score -4401880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Entering Unmasked Estep 
Score: -4199258.500000 Penalty: 2547.973145
	Iteration 0F: 2 clusters Score -4199258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -4179454.500000 Penalty: 5095.946289
	Iteration 0F: 3 clusters Score -4179454 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4186632.500000 Penalty: 5095.946289
	Iteration 1F: 3 clusters Score -4186632 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4187206.250000 Penalty: 5095.946289
	Iteration 2Q: 3 clusters Score -4187206 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4187851.000000 Penalty: 5095.946289
	Iteration 3Q: 3 clusters Score -4187851 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4188631.500000 Penalty: 5095.946289
	Iteration 4F: 3 clusters Score -4188632 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4189587.750000 Penalty: 5095.946289
	Iteration 5F: 3 clusters Score -4189588 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4190708.750000 Penalty: 5095.946289
	Iteration 6F: 3 clusters Score -4190709 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4191908.500000 Penalty: 5095.946289
	Iteration 7F: 3 clusters Score -4191908 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4193215.000000 Penalty: 5095.946289
	Iteration 8F: 3 clusters Score -4193215 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4194412.000000 Penalty: 5095.946289
	Iteration 9F: 3 clusters Score -4194412 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4195266.500000 Penalty: 5095.946289
	Iteration 10Q: 3 clusters Score -4195266 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4195796.500000 Penalty: 5095.946289
	Iteration 11Q: 3 clusters Score -4195796 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4196062.500000 Penalty: 5095.946289
	Iteration 12Q: 3 clusters Score -4196062 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4196222.000000 Penalty: 5095.946289
	Iteration 13Q: 3 clusters Score -4196222 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4196307.500000 Penalty: 5095.946289
	Iteration 14Q: 3 clusters Score -4196308 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4196346.000000 Penalty: 5095.946289
	Iteration 15Q: 3 clusters Score -4196346 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4196385.500000 Penalty: 5095.946289
	Iteration 16Q: 3 clusters Score -4196386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4196431.500000 Penalty: 5095.946289
	Iteration 17Q: 3 clusters Score -4196432 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4196461.000000 Penalty: 5095.946289
	Iteration 18Q: 3 clusters Score -4196461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4196495.500000 Penalty: 5095.946289
	Iteration 19Q: 3 clusters Score -4196496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4196522.500000 Penalty: 5095.946289
	Iteration 20F: 3 clusters Score -4196522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4196547.000000 Penalty: 5095.946289
	Iteration 21Q: 3 clusters Score -4196547 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -4196566.500000 Penalty: 5095.946289
	Iteration 22Q: 3 clusters Score -4196566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4196581.000000 Penalty: 5095.946289
	Iteration 23Q: 3 clusters Score -4196581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4196603.500000 Penalty: 5095.946289
	Iteration 24Q: 3 clusters Score -4196604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4196618.000000 Penalty: 5095.946289
	Iteration 25Q: 3 clusters Score -4196618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4196633.500000 Penalty: 5095.946289
	Iteration 26Q: 3 clusters Score -4196634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4196652.000000 Penalty: 5095.946289
	Iteration 27Q: 3 clusters Score -4196652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4196683.000000 Penalty: 5095.946289
	Iteration 28Q: 3 clusters Score -4196683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4196697.000000 Penalty: 5095.946289
	Iteration 29Q: 3 clusters Score -4196697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4196712.500000 Penalty: 5095.946289
	Iteration 30Q: 3 clusters Score -4196712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4196730.500000 Penalty: 5095.946289
	Iteration 31Q: 3 clusters Score -4196730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4196756.000000 Penalty: 5095.946289
	Iteration 32Q: 3 clusters Score -4196756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4196777.000000 Penalty: 5095.946289
	Iteration 33Q: 3 clusters Score -4196777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4196780.000000 Penalty: 5095.946289
	Iteration 34Q: 3 clusters Score -4196780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -4196789.500000 Penalty: 5095.946289
	Iteration 35Q: 3 clusters Score -4196790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4196814.000000 Penalty: 5095.946289
	Iteration 36Q: 3 clusters Score -4196814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4196842.000000 Penalty: 5095.946289
	Iteration 37Q: 3 clusters Score -4196842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4196869.500000 Penalty: 5095.946289
	Iteration 38Q: 3 clusters Score -4196870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4196888.500000 Penalty: 5095.946289
	Iteration 39Q: 3 clusters Score -4196888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4196903.500000 Penalty: 5095.946289
	Iteration 40F: 3 clusters Score -4196904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4196927.000000 Penalty: 5095.946289
	Iteration 41Q: 3 clusters Score -4196927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4196959.500000 Penalty: 5095.946289
	Iteration 42Q: 3 clusters Score -4196960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4196974.500000 Penalty: 5095.946289
	Iteration 43Q: 3 clusters Score -4196974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4197006.000000 Penalty: 5095.946289
	Iteration 44Q: 3 clusters Score -4197006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4197058.000000 Penalty: 5095.946289
	Iteration 45Q: 3 clusters Score -4197058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4197075.500000 Penalty: 5095.946289
	Iteration 46Q: 3 clusters Score -4197076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4197107.000000 Penalty: 5095.946289
	Iteration 47Q: 3 clusters Score -4197107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4197150.500000 Penalty: 5095.946289
	Iteration 48Q: 3 clusters Score -4197150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4197184.000000 Penalty: 5095.946289
	Iteration 49Q: 3 clusters Score -4197184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4197204.000000 Penalty: 5095.946289
	Iteration 50Q: 3 clusters Score -4197204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4197234.000000 Penalty: 5095.946289
	Iteration 51Q: 3 clusters Score -4197234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -4197265.500000 Penalty: 5095.946289
	Iteration 52Q: 3 clusters Score -4197266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4197272.500000 Penalty: 5095.946289
	Iteration 53Q: 3 clusters Score -4197272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4197309.000000 Penalty: 5095.946289
	Iteration 54Q: 3 clusters Score -4197309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4197327.500000 Penalty: 5095.946289
	Iteration 55Q: 3 clusters Score -4197328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4197348.500000 Penalty: 5095.946289
	Iteration 56Q: 3 clusters Score -4197348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4197384.500000 Penalty: 5095.946289
	Iteration 57Q: 3 clusters Score -4197384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4197419.500000 Penalty: 5095.946289
	Iteration 58Q: 3 clusters Score -4197420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4197448.500000 Penalty: 5095.946289
	Iteration 59Q: 3 clusters Score -4197448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4197461.000000 Penalty: 5095.946289
	Iteration 60F: 3 clusters Score -4197461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4197490.500000 Penalty: 5095.946289
	Iteration 61Q: 3 clusters Score -4197490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4197510.000000 Penalty: 5095.946289
	Iteration 62Q: 3 clusters Score -4197510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4197533.500000 Penalty: 5095.946289
	Iteration 63Q: 3 clusters Score -4197534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4197564.500000 Penalty: 5095.946289
	Iteration 64Q: 3 clusters Score -4197564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4197561.500000 Penalty: 5095.946289
	Iteration 65Q: 3 clusters Score -4197562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4197578.500000 Penalty: 5095.946289
	Iteration 66Q: 3 clusters Score -4197578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4197576.500000 Penalty: 5095.946289
	Iteration 67Q: 3 clusters Score -4197576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4197595.000000 Penalty: 5095.946289
	Iteration 68Q: 3 clusters Score -4197595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4197598.000000 Penalty: 5095.946289
	Iteration 69Q: 3 clusters Score -4197598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4197599.500000 Penalty: 5095.946289
	Iteration 70Q: 3 clusters Score -4197600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4197606.500000 Penalty: 5095.946289
	Iteration 71Q: 3 clusters Score -4197606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4197608.500000 Penalty: 5095.946289
	Iteration 72Q: 3 clusters Score -4197608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4197612.000000 Penalty: 5095.946289
	Iteration 73Q: 3 clusters Score -4197612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4197613.500000 Penalty: 5095.946289
	Iteration 74Q: 3 clusters Score -4197614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4197619.000000 Penalty: 5095.946289
	Iteration 75Q: 3 clusters Score -4197619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4197617.000000 Penalty: 5095.946289
	Iteration 76Q: 3 clusters Score -4197617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4197620.500000 Penalty: 5095.946289
	Iteration 77Q: 3 clusters Score -4197620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4197619.000000 Penalty: 5095.946289
	Iteration 78Q: 3 clusters Score -4197619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4197630.500000 Penalty: 5095.946289
	Iteration 79Q: 3 clusters Score -4197630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4197635.500000 Penalty: 5095.946289
	Iteration 80F: 3 clusters Score -4197636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4197637.000000 Penalty: 5095.946289
	Iteration 81Q: 3 clusters Score -4197637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4197644.500000 Penalty: 5095.946289
	Iteration 82Q: 3 clusters Score -4197644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4197657.500000 Penalty: 5095.946289
	Iteration 83Q: 3 clusters Score -4197658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4197660.500000 Penalty: 5095.946289
	Iteration 84Q: 3 clusters Score -4197660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4197658.500000 Penalty: 5095.946289
	Iteration 85Q: 3 clusters Score -4197658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4197663.000000 Penalty: 5095.946289
	Iteration 86Q: 3 clusters Score -4197663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4197665.000000 Penalty: 5095.946289
	Iteration 87Q: 3 clusters Score -4197665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4197669.000000 Penalty: 5095.946289
	Iteration 88Q: 3 clusters Score -4197669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4197666.500000 Penalty: 5095.946289
	Iteration 89Q: 3 clusters Score -4197666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4197665.000000 Penalty: 5095.946289
	Iteration 90Q: 3 clusters Score -4197665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4197670.000000 Penalty: 5095.946289
	Iteration 91Q: 3 clusters Score -4197670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4197671.000000 Penalty: 5095.946289
	Iteration 92Q: 3 clusters Score -4197671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4197679.000000 Penalty: 5095.946289
	Iteration 93Q: 3 clusters Score -4197679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4197681.500000 Penalty: 5095.946289
	Iteration 94Q: 3 clusters Score -4197682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4197679.000000 Penalty: 5095.946289
	Iteration 95Q: 3 clusters Score -4197679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4197683.000000 Penalty: 5095.946289
	Iteration 96Q: 3 clusters Score -4197683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4197683.000000 Penalty: 5095.946289
	Iteration 97F: 3 clusters Score -4197683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Entering Unmasked Estep 
Score: -5512134.500000 Penalty: 2625.835938
	Iteration 0F: 2 clusters Score -5512134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -5485100.000000 Penalty: 5251.671875
	Iteration 0F: 3 clusters Score -5485100 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5495175.000000 Penalty: 5251.671875
	Iteration 1F: 3 clusters Score -5495175 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5495865.500000 Penalty: 5251.671875
	Iteration 2Q: 3 clusters Score -5495866 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5496649.500000 Penalty: 5251.671875
	Iteration 3Q: 3 clusters Score -5496650 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5497710.500000 Penalty: 5251.671875
	Iteration 4F: 3 clusters Score -5497710 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5499049.500000 Penalty: 5251.671875
	Iteration 5F: 3 clusters Score -5499050 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5500618.000000 Penalty: 5251.671875
	Iteration 6F: 3 clusters Score -5500618 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5502161.000000 Penalty: 5251.671875
	Iteration 7F: 3 clusters Score -5502161 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5503604.500000 Penalty: 5251.671875
	Iteration 8F: 3 clusters Score -5503604 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5505014.000000 Penalty: 5251.671875
	Iteration 9F: 3 clusters Score -5505014 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5506318.500000 Penalty: 5251.671875
	Iteration 10Q: 3 clusters Score -5506318 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5507469.000000 Penalty: 5251.671875
	Iteration 11Q: 3 clusters Score -5507469 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5508307.000000 Penalty: 5251.671875
	Iteration 12Q: 3 clusters Score -5508307 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5508893.500000 Penalty: 5251.671875
	Iteration 13Q: 3 clusters Score -5508894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5509251.500000 Penalty: 5251.671875
	Iteration 14Q: 3 clusters Score -5509252 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5509501.000000 Penalty: 5251.671875
	Iteration 15Q: 3 clusters Score -5509501 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -5509684.000000 Penalty: 5251.671875
	Iteration 16Q: 3 clusters Score -5509684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5509814.500000 Penalty: 5251.671875
	Iteration 17Q: 3 clusters Score -5509814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -5509919.500000 Penalty: 5251.671875
	Iteration 18Q: 3 clusters Score -5509920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5509956.500000 Penalty: 5251.671875
	Iteration 19Q: 3 clusters Score -5509956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5509993.000000 Penalty: 5251.671875
	Iteration 20F: 3 clusters Score -5509993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5509998.500000 Penalty: 5251.671875
	Iteration 21Q: 3 clusters Score -5509998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5510014.500000 Penalty: 5251.671875
	Iteration 22Q: 3 clusters Score -5510014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5510027.500000 Penalty: 5251.671875
	Iteration 23Q: 3 clusters Score -5510028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5510024.500000 Penalty: 5251.671875
	Iteration 24Q: 3 clusters Score -5510024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5510042.500000 Penalty: 5251.671875
	Iteration 25Q: 3 clusters Score -5510042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5510059.500000 Penalty: 5251.671875
	Iteration 26Q: 3 clusters Score -5510060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5510087.000000 Penalty: 5251.671875
	Iteration 27Q: 3 clusters Score -5510087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5510101.500000 Penalty: 5251.671875
	Iteration 28Q: 3 clusters Score -5510102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5510107.000000 Penalty: 5251.671875
	Iteration 29Q: 3 clusters Score -5510107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5510113.500000 Penalty: 5251.671875
	Iteration 30Q: 3 clusters Score -5510114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5510127.000000 Penalty: 5251.671875
	Iteration 31Q: 3 clusters Score -5510127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5510130.000000 Penalty: 5251.671875
	Iteration 32Q: 3 clusters Score -5510130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5510138.000000 Penalty: 5251.671875
	Iteration 33Q: 3 clusters Score -5510138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5510139.500000 Penalty: 5251.671875
	Iteration 34Q: 3 clusters Score -5510140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5510147.000000 Penalty: 5251.671875
	Iteration 35Q: 3 clusters Score -5510147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5510141.500000 Penalty: 5251.671875
	Iteration 36Q: 3 clusters Score -5510142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5510154.500000 Penalty: 5251.671875
	Iteration 37Q: 3 clusters Score -5510154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5510149.500000 Penalty: 5251.671875
	Iteration 38Q: 3 clusters Score -5510150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5510155.000000 Penalty: 5251.671875
	Iteration 39Q: 3 clusters Score -5510155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5510165.500000 Penalty: 5251.671875
	Iteration 40F: 3 clusters Score -5510166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5510164.000000 Penalty: 5251.671875
	Iteration 41Q: 3 clusters Score -5510164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5510176.500000 Penalty: 5251.671875
	Iteration 42Q: 3 clusters Score -5510176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5510182.500000 Penalty: 5251.671875
	Iteration 43Q: 3 clusters Score -5510182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5510195.000000 Penalty: 5251.671875
	Iteration 44Q: 3 clusters Score -5510195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5510206.500000 Penalty: 5251.671875
	Iteration 45Q: 3 clusters Score -5510206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5510206.500000 Penalty: 5251.671875
	Iteration 46Q: 3 clusters Score -5510206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5510209.500000 Penalty: 5251.671875
	Iteration 47Q: 3 clusters Score -5510210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5510208.500000 Penalty: 5251.671875
	Iteration 48Q: 3 clusters Score -5510208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5510217.000000 Penalty: 5251.671875
	Iteration 49Q: 3 clusters Score -5510217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5510216.500000 Penalty: 5251.671875
	Iteration 50Q: 3 clusters Score -5510216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -5510212.500000 Penalty: 5251.671875
	Iteration 51Q: 3 clusters Score -5510212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -5510212.500000 Penalty: 5251.671875
	Iteration 52F: 3 clusters Score -5510212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Entering Unmasked Estep 
Score: -3181504.000000 Penalty: 2483.926758
	Iteration 0F: 2 clusters Score -3181504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3165898.500000 Penalty: 4967.853516
	Iteration 0F: 3 clusters Score -3165898 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3171603.500000 Penalty: 4967.853516
	Iteration 1F: 3 clusters Score -3171604 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3172544.250000 Penalty: 4967.853516
	Iteration 2F: 3 clusters Score -3172544 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3173605.000000 Penalty: 4967.853516
	Iteration 3F: 3 clusters Score -3173605 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3174798.500000 Penalty: 4967.853516
	Iteration 4F: 3 clusters Score -3174798 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3176003.750000 Penalty: 4967.853516
	Iteration 5F: 3 clusters Score -3176004 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3177044.000000 Penalty: 4967.853516
	Iteration 6F: 3 clusters Score -3177044 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3177839.500000 Penalty: 4967.853516
	Iteration 7F: 3 clusters Score -3177840 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3178474.500000 Penalty: 4967.853516
	Iteration 8Q: 3 clusters Score -3178474 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3179073.000000 Penalty: 4967.853516
	Iteration 9Q: 3 clusters Score -3179073 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3179654.250000 Penalty: 4967.853516
	Iteration 10Q: 3 clusters Score -3179654 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3180162.750000 Penalty: 4967.853516
	Iteration 11Q: 3 clusters Score -3180163 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3180504.500000 Penalty: 4967.853516
	Iteration 12Q: 3 clusters Score -3180504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3180642.000000 Penalty: 4967.853516
	Iteration 13Q: 3 clusters Score -3180642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3180703.250000 Penalty: 4967.853516
	Iteration 14Q: 3 clusters Score -3180703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3180726.000000 Penalty: 4967.853516
	Iteration 15Q: 3 clusters Score -3180726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3180729.500000 Penalty: 4967.853516
	Iteration 16Q: 3 clusters Score -3180730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3180745.250000 Penalty: 4967.853516
	Iteration 17Q: 3 clusters Score -3180745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3180747.500000 Penalty: 4967.853516
	Iteration 18Q: 3 clusters Score -3180748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3180755.250000 Penalty: 4967.853516
	Iteration 19Q: 3 clusters Score -3180755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3180760.000000 Penalty: 4967.853516
	Iteration 20F: 3 clusters Score -3180760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3180762.250000 Penalty: 4967.853516
	Iteration 21Q: 3 clusters Score -3180762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3180765.500000 Penalty: 4967.853516
	Iteration 22Q: 3 clusters Score -3180766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3180764.000000 Penalty: 4967.853516
	Iteration 23Q: 3 clusters Score -3180764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3180767.250000 Penalty: 4967.853516
	Iteration 24Q: 3 clusters Score -3180767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3180769.000000 Penalty: 4967.853516
	Iteration 25Q: 3 clusters Score -3180769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3180768.750000 Penalty: 4967.853516
	Iteration 26Q: 3 clusters Score -3180769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3180770.250000 Penalty: 4967.853516
	Iteration 27Q: 3 clusters Score -3180770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3180769.750000 Penalty: 4967.853516
	Iteration 28Q: 3 clusters Score -3180770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3180769.750000 Penalty: 4967.853516
	Iteration 29Q: 3 clusters Score -3180770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3180773.500000 Penalty: 4967.853516
	Iteration 30Q: 3 clusters Score -3180774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3180776.750000 Penalty: 4967.853516
	Iteration 31Q: 3 clusters Score -3180777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3180773.500000 Penalty: 4967.853516
	Iteration 32Q: 3 clusters Score -3180774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3180773.500000 Penalty: 4967.853516
	Iteration 33Q: 3 clusters Score -3180774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3180774.000000 Penalty: 4967.853516
	Iteration 34Q: 3 clusters Score -3180774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3180774.000000 Penalty: 4967.853516
	Iteration 35F: 3 clusters Score -3180774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Entering Unmasked Estep 
Score: -6533590.500000 Penalty: 2653.707031
	Iteration 0F: 2 clusters Score -6533590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6503436.500000 Penalty: 5307.414062
	Iteration 0F: 3 clusters Score -6503436 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6514606.500000 Penalty: 5307.414062
	Iteration 1F: 3 clusters Score -6514606 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6515146.000000 Penalty: 5307.414062
	Iteration 2Q: 3 clusters Score -6515146 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -6515556.500000 Penalty: 5307.414062
	Iteration 3Q: 3 clusters Score -6515556 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6515936.500000 Penalty: 5307.414062
	Iteration 4Q: 3 clusters Score -6515936 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6516278.000000 Penalty: 5307.414062
	Iteration 5Q: 3 clusters Score -6516278 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -6516671.500000 Penalty: 5307.414062
	Iteration 6Q: 3 clusters Score -6516672 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6517124.500000 Penalty: 5307.414062
	Iteration 7Q: 3 clusters Score -6517124 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -6517706.500000 Penalty: 5307.414062
	Iteration 8Q: 3 clusters Score -6517706 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6518518.000000 Penalty: 5307.414062
	Iteration 9Q: 3 clusters Score -6518518 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6519762.500000 Penalty: 5307.414062
	Iteration 10Q: 3 clusters Score -6519762 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6521405.000000 Penalty: 5307.414062
	Iteration 11Q: 3 clusters Score -6521405 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6523094.000000 Penalty: 5307.414062
	Iteration 12F: 3 clusters Score -6523094 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6524712.500000 Penalty: 5307.414062
	Iteration 13Q: 3 clusters Score -6524712 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6526005.000000 Penalty: 5307.414062
	Iteration 14Q: 3 clusters Score -6526005 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -6527035.000000 Penalty: 5307.414062
	Iteration 15Q: 3 clusters Score -6527035 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -6527756.500000 Penalty: 5307.414062
	Iteration 16Q: 3 clusters Score -6527756 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -6528312.500000 Penalty: 5307.414062
	Iteration 17Q: 3 clusters Score -6528312 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6528861.000000 Penalty: 5307.414062
	Iteration 18Q: 3 clusters Score -6528861 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -6529334.500000 Penalty: 5307.414062
	Iteration 19Q: 3 clusters Score -6529334 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6529705.000000 Penalty: 5307.414062
	Iteration 20F: 3 clusters Score -6529705 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6529996.000000 Penalty: 5307.414062
	Iteration 21Q: 3 clusters Score -6529996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6530296.000000 Penalty: 5307.414062
	Iteration 22Q: 3 clusters Score -6530296 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -6530565.000000 Penalty: 5307.414062
	Iteration 23Q: 3 clusters Score -6530565 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6530760.500000 Penalty: 5307.414062
	Iteration 24Q: 3 clusters Score -6530760 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6530884.500000 Penalty: 5307.414062
	Iteration 25Q: 3 clusters Score -6530884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -6530976.000000 Penalty: 5307.414062
	Iteration 26Q: 3 clusters Score -6530976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -6531047.500000 Penalty: 5307.414062
	Iteration 27Q: 3 clusters Score -6531048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -6531101.500000 Penalty: 5307.414062
	Iteration 28Q: 3 clusters Score -6531102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6531145.500000 Penalty: 5307.414062
	Iteration 29Q: 3 clusters Score -6531146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6531190.000000 Penalty: 5307.414062
	Iteration 30Q: 3 clusters Score -6531190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -6531220.000000 Penalty: 5307.414062
	Iteration 31Q: 3 clusters Score -6531220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6531245.500000 Penalty: 5307.414062
	Iteration 32Q: 3 clusters Score -6531246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6531283.500000 Penalty: 5307.414062
	Iteration 33Q: 3 clusters Score -6531284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -6531298.500000 Penalty: 5307.414062
	Iteration 34Q: 3 clusters Score -6531298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -6531321.500000 Penalty: 5307.414062
	Iteration 35Q: 3 clusters Score -6531322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -6531344.500000 Penalty: 5307.414062
	Iteration 36Q: 3 clusters Score -6531344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6531344.000000 Penalty: 5307.414062
	Iteration 37Q: 3 clusters Score -6531344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6531346.500000 Penalty: 5307.414062
	Iteration 38Q: 3 clusters Score -6531346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6531358.000000 Penalty: 5307.414062
	Iteration 39Q: 3 clusters Score -6531358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6531366.000000 Penalty: 5307.414062
	Iteration 40F: 3 clusters Score -6531366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6531371.500000 Penalty: 5307.414062
	Iteration 41Q: 3 clusters Score -6531372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6531367.000000 Penalty: 5307.414062
	Iteration 42Q: 3 clusters Score -6531367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6531365.000000 Penalty: 5307.414062
	Iteration 43Q: 3 clusters Score -6531365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6531366.500000 Penalty: 5307.414062
	Iteration 44Q: 3 clusters Score -6531366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -6531389.000000 Penalty: 5307.414062
	Iteration 45Q: 3 clusters Score -6531389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6531402.500000 Penalty: 5307.414062
	Iteration 46Q: 3 clusters Score -6531402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6531414.000000 Penalty: 5307.414062
	Iteration 47Q: 3 clusters Score -6531414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -6531414.500000 Penalty: 5307.414062
	Iteration 48Q: 3 clusters Score -6531414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -6531419.500000 Penalty: 5307.414062
	Iteration 49Q: 3 clusters Score -6531420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6531423.000000 Penalty: 5307.414062
	Iteration 50Q: 3 clusters Score -6531423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -6531431.000000 Penalty: 5307.414062
	Iteration 51Q: 3 clusters Score -6531431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6531426.000000 Penalty: 5307.414062
	Iteration 52Q: 3 clusters Score -6531426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6531431.500000 Penalty: 5307.414062
	Iteration 53Q: 3 clusters Score -6531432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -6531428.500000 Penalty: 5307.414062
	Iteration 54Q: 3 clusters Score -6531428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -6531432.000000 Penalty: 5307.414062
	Iteration 55Q: 3 clusters Score -6531432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -6531432.500000 Penalty: 5307.414062
	Iteration 56Q: 3 clusters Score -6531432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -6531432.500000 Penalty: 5307.414062
	Iteration 57F: 3 clusters Score -6531432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -833862.625000 Penalty: 2147.914795
	Iteration 0F: 2 clusters Score -833862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -828855.000000 Penalty: 4295.829590
	Iteration 0F: 3 clusters Score -828855 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -830033.312500 Penalty: 4295.829590
	Iteration 1F: 3 clusters Score -830033.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -830244.312500 Penalty: 4295.829590
	Iteration 2F: 3 clusters Score -830244.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -830380.437500 Penalty: 4295.829590
	Iteration 3Q: 3 clusters Score -830380.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -830461.875000 Penalty: 4295.829590
	Iteration 4Q: 3 clusters Score -830461.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -830520.562500 Penalty: 4295.829590
	Iteration 5Q: 3 clusters Score -830520.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -830577.250000 Penalty: 4295.829590
	Iteration 6Q: 3 clusters Score -830577.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -830620.125000 Penalty: 4295.829590
	Iteration 7Q: 3 clusters Score -830620.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -830656.875000 Penalty: 4295.829590
	Iteration 8Q: 3 clusters Score -830656.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -830691.250000 Penalty: 4295.829590
	Iteration 9Q: 3 clusters Score -830691.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -830713.562500 Penalty: 4295.829590
	Iteration 10Q: 3 clusters Score -830713.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -830733.187500 Penalty: 4295.829590
	Iteration 11Q: 3 clusters Score -830733.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -830748.562500 Penalty: 4295.829590
	Iteration 12Q: 3 clusters Score -830748.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -830766.125000 Penalty: 4295.829590
	Iteration 13Q: 3 clusters Score -830766.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -830788.000000 Penalty: 4295.829590
	Iteration 14Q: 3 clusters Score -830788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -830810.937500 Penalty: 4295.829590
	Iteration 15Q: 3 clusters Score -830810.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -830831.312500 Penalty: 4295.829590
	Iteration 16Q: 3 clusters Score -830831.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -830852.187500 Penalty: 4295.829590
	Iteration 17Q: 3 clusters Score -830852.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -830880.437500 Penalty: 4295.829590
	Iteration 18Q: 3 clusters Score -830880.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -830910.187500 Penalty: 4295.829590
	Iteration 19Q: 3 clusters Score -830910.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -830940.750000 Penalty: 4295.829590
	Iteration 20F: 3 clusters Score -830940.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -830976.750000 Penalty: 4295.829590
	Iteration 21Q: 3 clusters Score -830976.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -831013.562500 Penalty: 4295.829590
	Iteration 22Q: 3 clusters Score -831013.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -831055.750000 Penalty: 4295.829590
	Iteration 23Q: 3 clusters Score -831055.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -831100.625000 Penalty: 4295.829590
	Iteration 24Q: 3 clusters Score -831100.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -831143.000000 Penalty: 4295.829590
	Iteration 25Q: 3 clusters Score -831143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -831191.500000 Penalty: 4295.829590
	Iteration 26Q: 3 clusters Score -831191.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -831250.375000 Penalty: 4295.829590
	Iteration 27Q: 3 clusters Score -831250.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -831313.875000 Penalty: 4295.829590
	Iteration 28Q: 3 clusters Score -831313.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -831383.000000 Penalty: 4295.829590
	Iteration 29Q: 3 clusters Score -831383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -831456.437500 Penalty: 4295.829590
	Iteration 30Q: 3 clusters Score -831456.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -831525.125000 Penalty: 4295.829590
	Iteration 31Q: 3 clusters Score -831525.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -831584.187500 Penalty: 4295.829590
	Iteration 32Q: 3 clusters Score -831584.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -831637.875000 Penalty: 4295.829590
	Iteration 33Q: 3 clusters Score -831637.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -831678.125000 Penalty: 4295.829590
	Iteration 34Q: 3 clusters Score -831678.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -831714.937500 Penalty: 4295.829590
	Iteration 35Q: 3 clusters Score -831714.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -831751.500000 Penalty: 4295.829590
	Iteration 36Q: 3 clusters Score -831751.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -831797.250000 Penalty: 4295.829590
	Iteration 37Q: 3 clusters Score -831797.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -831843.312500 Penalty: 4295.829590
	Iteration 38Q: 3 clusters Score -831843.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -831892.562500 Penalty: 4295.829590
	Iteration 39Q: 3 clusters Score -831892.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -831927.625000 Penalty: 4295.829590
	Iteration 40F: 3 clusters Score -831927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -831955.500000 Penalty: 4295.829590
	Iteration 41Q: 3 clusters Score -831955.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -831968.937500 Penalty: 4295.829590
	Iteration 42Q: 3 clusters Score -831968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -831978.437500 Penalty: 4295.829590
	Iteration 43Q: 3 clusters Score -831978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -831983.937500 Penalty: 4295.829590
	Iteration 44Q: 3 clusters Score -831983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -831990.875000 Penalty: 4295.829590
	Iteration 45Q: 3 clusters Score -831990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -831995.937500 Penalty: 4295.829590
	Iteration 46Q: 3 clusters Score -831995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -831997.812500 Penalty: 4295.829590
	Iteration 47Q: 3 clusters Score -831997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -832002.250000 Penalty: 4295.829590
	Iteration 48Q: 3 clusters Score -832002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -832003.562500 Penalty: 4295.829590
	Iteration 49Q: 3 clusters Score -832003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -832003.875000 Penalty: 4295.829590
	Iteration 50Q: 3 clusters Score -832003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -832004.875000 Penalty: 4295.829590
	Iteration 51Q: 3 clusters Score -832004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -832006.437500 Penalty: 4295.829590
	Iteration 52Q: 3 clusters Score -832006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -832007.625000 Penalty: 4295.829590
	Iteration 53Q: 3 clusters Score -832007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -832008.687500 Penalty: 4295.829590
	Iteration 54Q: 3 clusters Score -832008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -832014.562500 Penalty: 4295.829590
	Iteration 55Q: 3 clusters Score -832014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -832015.375000 Penalty: 4295.829590
	Iteration 56Q: 3 clusters Score -832015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -832016.312500 Penalty: 4295.829590
	Iteration 57Q: 3 clusters Score -832016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -832018.437500 Penalty: 4295.829590
	Iteration 58Q: 3 clusters Score -832018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -832018.437500 Penalty: 4295.829590
	Iteration 59F: 3 clusters Score -832018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Entering Unmasked Estep 
Score: -5587289.500000 Penalty: 2613.055420
	Iteration 0F: 2 clusters Score -5587290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5561891.000000 Penalty: 5226.110840
	Iteration 0F: 3 clusters Score -5561891 nChanged 17194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5571185.000000 Penalty: 5226.110840
	Iteration 1F: 3 clusters Score -5571185 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5571668.500000 Penalty: 5226.110840
	Iteration 2Q: 3 clusters Score -5571668 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5572054.000000 Penalty: 5226.110840
	Iteration 3Q: 3 clusters Score -5572054 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5572493.000000 Penalty: 5226.110840
	Iteration 4Q: 3 clusters Score -5572493 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5572910.500000 Penalty: 5226.110840
	Iteration 5Q: 3 clusters Score -5572910 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -5573370.000000 Penalty: 5226.110840
	Iteration 6Q: 3 clusters Score -5573370 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5573917.500000 Penalty: 5226.110840
	Iteration 7Q: 3 clusters Score -5573918 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5574526.500000 Penalty: 5226.110840
	Iteration 8Q: 3 clusters Score -5574526 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5575267.000000 Penalty: 5226.110840
	Iteration 9Q: 3 clusters Score -5575267 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5576256.000000 Penalty: 5226.110840
	Iteration 10Q: 3 clusters Score -5576256 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5577533.000000 Penalty: 5226.110840
	Iteration 11Q: 3 clusters Score -5577533 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -5579157.500000 Penalty: 5226.110840
	Iteration 12Q: 3 clusters Score -5579158 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5580570.000000 Penalty: 5226.110840
	Iteration 13Q: 3 clusters Score -5580570 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5581394.500000 Penalty: 5226.110840
	Iteration 14Q: 3 clusters Score -5581394 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5581853.500000 Penalty: 5226.110840
	Iteration 15Q: 3 clusters Score -5581854 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5582176.000000 Penalty: 5226.110840
	Iteration 16Q: 3 clusters Score -5582176 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5582432.000000 Penalty: 5226.110840
	Iteration 17Q: 3 clusters Score -5582432 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5582663.000000 Penalty: 5226.110840
	Iteration 18Q: 3 clusters Score -5582663 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -5582882.000000 Penalty: 5226.110840
	Iteration 19Q: 3 clusters Score -5582882 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5583032.000000 Penalty: 5226.110840
	Iteration 20F: 3 clusters Score -5583032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -5583168.500000 Penalty: 5226.110840
	Iteration 21Q: 3 clusters Score -5583168 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5583268.000000 Penalty: 5226.110840
	Iteration 22Q: 3 clusters Score -5583268 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5583371.000000 Penalty: 5226.110840
	Iteration 23Q: 3 clusters Score -5583371 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -5583466.000000 Penalty: 5226.110840
	Iteration 24Q: 3 clusters Score -5583466 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -5583569.500000 Penalty: 5226.110840
	Iteration 25Q: 3 clusters Score -5583570 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5583631.500000 Penalty: 5226.110840
	Iteration 26Q: 3 clusters Score -5583632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5583702.000000 Penalty: 5226.110840
	Iteration 27Q: 3 clusters Score -5583702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -5583780.500000 Penalty: 5226.110840
	Iteration 28Q: 3 clusters Score -5583780 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5583821.000000 Penalty: 5226.110840
	Iteration 29Q: 3 clusters Score -5583821 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5226.110840
	Iteration 30Q: 3 clusters Score -5583876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5583929.000000 Penalty: 5226.110840
	Iteration 31Q: 3 clusters Score -5583929 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5583959.000000 Penalty: 5226.110840
	Iteration 32Q: 3 clusters Score -5583959 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5584003.500000 Penalty: 5226.110840
	Iteration 33Q: 3 clusters Score -5584004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5584063.500000 Penalty: 5226.110840
	Iteration 34Q: 3 clusters Score -5584064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -5584100.500000 Penalty: 5226.110840
	Iteration 35Q: 3 clusters Score -5584100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5584147.500000 Penalty: 5226.110840
	Iteration 36Q: 3 clusters Score -5584148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5584212.500000 Penalty: 5226.110840
	Iteration 37Q: 3 clusters Score -5584212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5584262.000000 Penalty: 5226.110840
	Iteration 38Q: 3 clusters Score -5584262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5584312.000000 Penalty: 5226.110840
	Iteration 39Q: 3 clusters Score -5584312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5584385.500000 Penalty: 5226.110840
	Iteration 40F: 3 clusters Score -5584386 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5584448.500000 Penalty: 5226.110840
	Iteration 41Q: 3 clusters Score -5584448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5584530.000000 Penalty: 5226.110840
	Iteration 42Q: 3 clusters Score -5584530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5584578.500000 Penalty: 5226.110840
	Iteration 43Q: 3 clusters Score -5584578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5584633.000000 Penalty: 5226.110840
	Iteration 44Q: 3 clusters Score -5584633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5584665.000000 Penalty: 5226.110840
	Iteration 45Q: 3 clusters Score -5584665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5584688.000000 Penalty: 5226.110840
	Iteration 46Q: 3 clusters Score -5584688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5584733.000000 Penalty: 5226.110840
	Iteration 47Q: 3 clusters Score -5584733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -5584766.000000 Penalty: 5226.110840
	Iteration 48Q: 3 clusters Score -5584766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -5584805.000000 Penalty: 5226.110840
	Iteration 49Q: 3 clusters Score -5584805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5584834.500000 Penalty: 5226.110840
	Iteration 50Q: 3 clusters Score -5584834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5584849.000000 Penalty: 5226.110840
	Iteration 51Q: 3 clusters Score -5584849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5584883.500000 Penalty: 5226.110840
	Iteration 52Q: 3 clusters Score -5584884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5584910.500000 Penalty: 5226.110840
	Iteration 53Q: 3 clusters Score -5584910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5584921.000000 Penalty: 5226.110840
	Iteration 54Q: 3 clusters Score -5584921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5584942.500000 Penalty: 5226.110840
	Iteration 55Q: 3 clusters Score -5584942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5584963.000000 Penalty: 5226.110840
	Iteration 56Q: 3 clusters Score -5584963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -5584980.500000 Penalty: 5226.110840
	Iteration 57Q: 3 clusters Score -5584980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5584993.000000 Penalty: 5226.110840
	Iteration 58Q: 3 clusters Score -5584993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5585006.000000 Penalty: 5226.110840
	Iteration 59Q: 3 clusters Score -5585006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -5585005.000000 Penalty: 5226.110840
	Iteration 60F: 3 clusters Score -5585005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -5585024.000000 Penalty: 5226.110840
	Iteration 61Q: 3 clusters Score -5585024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5585026.000000 Penalty: 5226.110840
	Iteration 62Q: 3 clusters Score -5585026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -5585033.500000 Penalty: 5226.110840
	Iteration 63Q: 3 clusters Score -5585034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -5585034.500000 Penalty: 5226.110840
	Iteration 64Q: 3 clusters Score -5585034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5585043.000000 Penalty: 5226.110840
	Iteration 65Q: 3 clusters Score -5585043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -5585035.500000 Penalty: 5226.110840
	Iteration 66Q: 3 clusters Score -5585036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5585042.000000 Penalty: 5226.110840
	Iteration 67Q: 3 clusters Score -5585042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5585043.000000 Penalty: 5226.110840
	Iteration 68Q: 3 clusters Score -5585043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5585044.500000 Penalty: 5226.110840
	Iteration 69Q: 3 clusters Score -5585044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5585047.500000 Penalty: 5226.110840
	Iteration 70Q: 3 clusters Score -5585048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5585054.000000 Penalty: 5226.110840
	Iteration 71Q: 3 clusters Score -5585054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5585049.500000 Penalty: 5226.110840
	Iteration 72Q: 3 clusters Score -5585050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5585049.500000 Penalty: 5226.110840
	Iteration 73F: 3 clusters Score -5585050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Entering Unmasked Estep 
Score: -6208148.000000 Penalty: 2639.385498
	Iteration 0F: 2 clusters Score -6208148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -6179734.000000 Penalty: 5278.770996
	Iteration 0F: 3 clusters Score -6179734 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6190360.500000 Penalty: 5278.770996
	Iteration 1F: 3 clusters Score -6190360 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -6190834.000000 Penalty: 5278.770996
	Iteration 2Q: 3 clusters Score -6190834 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -6191234.000000 Penalty: 5278.770996
	Iteration 3Q: 3 clusters Score -6191234 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -6191727.500000 Penalty: 5278.770996
	Iteration 4Q: 3 clusters Score -6191728 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -6192339.500000 Penalty: 5278.770996
	Iteration 5Q: 3 clusters Score -6192340 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -6193367.500000 Penalty: 5278.770996
	Iteration 6Q: 3 clusters Score -6193368 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -6194917.000000 Penalty: 5278.770996
	Iteration 7F: 3 clusters Score -6194917 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6197203.500000 Penalty: 5278.770996
	Iteration 8F: 3 clusters Score -6197204 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6200230.000000 Penalty: 5278.770996
	Iteration 9F: 3 clusters Score -6200230 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6203025.000000 Penalty: 5278.770996
	Iteration 10F: 3 clusters Score -6203025 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6204703.000000 Penalty: 5278.770996
	Iteration 11Q: 3 clusters Score -6204703 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6205371.500000 Penalty: 5278.770996
	Iteration 12Q: 3 clusters Score -6205372 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6205557.000000 Penalty: 5278.770996
	Iteration 13Q: 3 clusters Score -6205557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6205655.500000 Penalty: 5278.770996
	Iteration 14Q: 3 clusters Score -6205656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6205718.500000 Penalty: 5278.770996
	Iteration 15Q: 3 clusters Score -6205718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6205736.500000 Penalty: 5278.770996
	Iteration 16Q: 3 clusters Score -6205736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6205744.000000 Penalty: 5278.770996
	Iteration 17Q: 3 clusters Score -6205744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6205754.500000 Penalty: 5278.770996
	Iteration 18Q: 3 clusters Score -6205754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6205771.000000 Penalty: 5278.770996
	Iteration 19Q: 3 clusters Score -6205771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6205779.000000 Penalty: 5278.770996
	Iteration 20F: 3 clusters Score -6205779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Entering Unmasked Estep 
Score: -1548643.875000 Penalty: 2306.943115
	Iteration 0F: 2 clusters Score -1548644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1540390.125000 Penalty: 4613.886230
	Iteration 0F: 3 clusters Score -1540390 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1543105.250000 Penalty: 4613.886230
	Iteration 1F: 3 clusters Score -1543105 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1543883.125000 Penalty: 4613.886230
	Iteration 2F: 3 clusters Score -1543883 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1544977.250000 Penalty: 4613.886230
	Iteration 3F: 3 clusters Score -1544977 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1546084.625000 Penalty: 4613.886230
	Iteration 4F: 3 clusters Score -1546085 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1546792.625000 Penalty: 4613.886230
	Iteration 5F: 3 clusters Score -1546793 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1547195.750000 Penalty: 4613.886230
	Iteration 6F: 3 clusters Score -1547196 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1547397.125000 Penalty: 4613.886230
	Iteration 7Q: 3 clusters Score -1547397 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1547491.375000 Penalty: 4613.886230
	Iteration 8Q: 3 clusters Score -1547491 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1547543.250000 Penalty: 4613.886230
	Iteration 9Q: 3 clusters Score -1547543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1547569.375000 Penalty: 4613.886230
	Iteration 10Q: 3 clusters Score -1547569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1547595.625000 Penalty: 4613.886230
	Iteration 11Q: 3 clusters Score -1547596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1547615.250000 Penalty: 4613.886230
	Iteration 12Q: 3 clusters Score -1547615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1547636.000000 Penalty: 4613.886230
	Iteration 13Q: 3 clusters Score -1547636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1547650.750000 Penalty: 4613.886230
	Iteration 14Q: 3 clusters Score -1547651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1547666.125000 Penalty: 4613.886230
	Iteration 15Q: 3 clusters Score -1547666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1547678.500000 Penalty: 4613.886230
	Iteration 16Q: 3 clusters Score -1547678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1547689.750000 Penalty: 4613.886230
	Iteration 17Q: 3 clusters Score -1547690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1547701.250000 Penalty: 4613.886230
	Iteration 18Q: 3 clusters Score -1547701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1547714.875000 Penalty: 4613.886230
	Iteration 19Q: 3 clusters Score -1547715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1547720.625000 Penalty: 4613.886230
	Iteration 20F: 3 clusters Score -1547721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1547740.000000 Penalty: 4613.886230
	Iteration 21Q: 3 clusters Score -1547740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1547750.500000 Penalty: 4613.886230
	Iteration 22Q: 3 clusters Score -1547750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1547757.250000 Penalty: 4613.886230
	Iteration 23Q: 3 clusters Score -1547757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1547765.750000 Penalty: 4613.886230
	Iteration 24Q: 3 clusters Score -1547766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1547779.500000 Penalty: 4613.886230
	Iteration 25Q: 3 clusters Score -1547780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1547787.500000 Penalty: 4613.886230
	Iteration 26Q: 3 clusters Score -1547788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1547794.875000 Penalty: 4613.886230
	Iteration 27Q: 3 clusters Score -1547795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1547799.625000 Penalty: 4613.886230
	Iteration 28Q: 3 clusters Score -1547800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1547802.250000 Penalty: 4613.886230
	Iteration 29Q: 3 clusters Score -1547802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1547807.875000 Penalty: 4613.886230
	Iteration 30Q: 3 clusters Score -1547808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1547816.875000 Penalty: 4613.886230
	Iteration 31Q: 3 clusters Score -1547817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1547818.000000 Penalty: 4613.886230
	Iteration 32Q: 3 clusters Score -1547818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1547822.500000 Penalty: 4613.886230
	Iteration 33Q: 3 clusters Score -1547822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1547828.375000 Penalty: 4613.886230
	Iteration 34Q: 3 clusters Score -1547828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1547834.625000 Penalty: 4613.886230
	Iteration 35Q: 3 clusters Score -1547835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1547841.500000 Penalty: 4613.886230
	Iteration 36Q: 3 clusters Score -1547842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1547839.750000 Penalty: 4613.886230
	Iteration 37Q: 3 clusters Score -1547840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1547838.875000 Penalty: 4613.886230
	Iteration 38Q: 3 clusters Score -1547839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1547842.125000 Penalty: 4613.886230
	Iteration 39Q: 3 clusters Score -1547842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1547842.125000 Penalty: 4613.886230
	Iteration 40F: 3 clusters Score -1547842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1547842.500000 Penalty: 4613.886230
	Iteration 41Q: 3 clusters Score -1547842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1547842.500000 Penalty: 4613.886230
	Iteration 42F: 3 clusters Score -1547842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 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 170 members 
Entering Unmasked Estep 
Score: -42466.476562 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42466.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42574.078125 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42574.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42595.878906 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42595.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42603.886719 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42603.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42605.515625 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42605.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42605.515625 Penalty: 2879.346924
	Iteration 5F: 3 clusters Score -42605.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Entering Unmasked Estep 
Score: -2053094.250000 Penalty: 2391.729004
	Iteration 0F: 2 clusters Score -2053094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2041952.625000 Penalty: 4783.458008
	Iteration 0F: 3 clusters Score -2041953 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2045587.750000 Penalty: 4783.458008
	Iteration 1F: 3 clusters Score -2045588 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2046095.500000 Penalty: 4783.458008
	Iteration 2F: 3 clusters Score -2046096 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2046573.125000 Penalty: 4783.458008
	Iteration 3F: 3 clusters Score -2046573 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2047051.125000 Penalty: 4783.458008
	Iteration 4F: 3 clusters Score -2047051 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2047503.250000 Penalty: 4783.458008
	Iteration 5F: 3 clusters Score -2047503 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2047995.250000 Penalty: 4783.458008
	Iteration 6F: 3 clusters Score -2047995 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2048466.750000 Penalty: 4783.458008
	Iteration 7F: 3 clusters Score -2048467 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2048905.375000 Penalty: 4783.458008
	Iteration 8Q: 3 clusters Score -2048905 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2049321.875000 Penalty: 4783.458008
	Iteration 9Q: 3 clusters Score -2049322 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2049730.250000 Penalty: 4783.458008
	Iteration 10Q: 3 clusters Score -2049730 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2050083.750000 Penalty: 4783.458008
	Iteration 11Q: 3 clusters Score -2050084 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2050377.125000 Penalty: 4783.458008
	Iteration 12Q: 3 clusters Score -2050377 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2050637.500000 Penalty: 4783.458008
	Iteration 13Q: 3 clusters Score -2050638 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2050836.125000 Penalty: 4783.458008
	Iteration 14Q: 3 clusters Score -2050836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2050984.750000 Penalty: 4783.458008
	Iteration 15Q: 3 clusters Score -2050985 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2051106.625000 Penalty: 4783.458008
	Iteration 16Q: 3 clusters Score -2051107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2051179.250000 Penalty: 4783.458008
	Iteration 17Q: 3 clusters Score -2051179 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2051248.250000 Penalty: 4783.458008
	Iteration 18Q: 3 clusters Score -2051248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2051298.875000 Penalty: 4783.458008
	Iteration 19Q: 3 clusters Score -2051299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2051327.000000 Penalty: 4783.458008
	Iteration 20F: 3 clusters Score -2051327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2051357.750000 Penalty: 4783.458008
	Iteration 21Q: 3 clusters Score -2051358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2051389.750000 Penalty: 4783.458008
	Iteration 22Q: 3 clusters Score -2051390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2051415.750000 Penalty: 4783.458008
	Iteration 23Q: 3 clusters Score -2051416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2051440.125000 Penalty: 4783.458008
	Iteration 24Q: 3 clusters Score -2051440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2051452.625000 Penalty: 4783.458008
	Iteration 25Q: 3 clusters Score -2051453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2051470.500000 Penalty: 4783.458008
	Iteration 26Q: 3 clusters Score -2051470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2051489.875000 Penalty: 4783.458008
	Iteration 27Q: 3 clusters Score -2051490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2051499.500000 Penalty: 4783.458008
	Iteration 28Q: 3 clusters Score -2051500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2051507.875000 Penalty: 4783.458008
	Iteration 29Q: 3 clusters Score -2051508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2051511.375000 Penalty: 4783.458008
	Iteration 30Q: 3 clusters Score -2051511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2051514.000000 Penalty: 4783.458008
	Iteration 31Q: 3 clusters Score -2051514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2051515.250000 Penalty: 4783.458008
	Iteration 32Q: 3 clusters Score -2051515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2051519.125000 Penalty: 4783.458008
	Iteration 33Q: 3 clusters Score -2051519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2051519.625000 Penalty: 4783.458008
	Iteration 34Q: 3 clusters Score -2051520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2051520.875000 Penalty: 4783.458008
	Iteration 35Q: 3 clusters Score -2051521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2051520.375000 Penalty: 4783.458008
	Iteration 36Q: 3 clusters Score -2051520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2051521.750000 Penalty: 4783.458008
	Iteration 37Q: 3 clusters Score -2051522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2051521.875000 Penalty: 4783.458008
	Iteration 38Q: 3 clusters Score -2051522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2051521.875000 Penalty: 4783.458008
	Iteration 39F: 3 clusters Score -2051522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 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 128 members 
Entering Unmasked Estep 
Score: -20905.121094 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20905.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21025.261719 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21025.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21060.277344 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -21060.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21081.291016 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21081.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21105.597656 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21113.576172 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21113.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21116.267578 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -21116.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21116.267578 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -21116.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Entering Unmasked Estep 
Score: -3653557.750000 Penalty: 2518.763916
	Iteration 0F: 2 clusters Score -3653558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3635706.250000 Penalty: 5037.527832
	Iteration 0F: 3 clusters Score -3635706 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3642139.000000 Penalty: 5037.527832
	Iteration 1F: 3 clusters Score -3642139 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3642813.250000 Penalty: 5037.527832
	Iteration 2F: 3 clusters Score -3642813 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3643602.750000 Penalty: 5037.527832
	Iteration 3F: 3 clusters Score -3643603 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3644549.250000 Penalty: 5037.527832
	Iteration 4F: 3 clusters Score -3644549 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3645532.000000 Penalty: 5037.527832
	Iteration 5F: 3 clusters Score -3645532 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3646609.250000 Penalty: 5037.527832
	Iteration 6F: 3 clusters Score -3646609 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3647661.500000 Penalty: 5037.527832
	Iteration 7F: 3 clusters Score -3647662 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3648796.000000 Penalty: 5037.527832
	Iteration 8F: 3 clusters Score -3648796 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3649984.250000 Penalty: 5037.527832
	Iteration 9Q: 3 clusters Score -3649984 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3650832.500000 Penalty: 5037.527832
	Iteration 10Q: 3 clusters Score -3650832 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3651279.500000 Penalty: 5037.527832
	Iteration 11Q: 3 clusters Score -3651280 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3651529.500000 Penalty: 5037.527832
	Iteration 12Q: 3 clusters Score -3651530 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3651677.750000 Penalty: 5037.527832
	Iteration 13Q: 3 clusters Score -3651678 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3651759.000000 Penalty: 5037.527832
	Iteration 14Q: 3 clusters Score -3651759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3651858.750000 Penalty: 5037.527832
	Iteration 15Q: 3 clusters Score -3651859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3651912.250000 Penalty: 5037.527832
	Iteration 16Q: 3 clusters Score -3651912 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3651965.750000 Penalty: 5037.527832
	Iteration 17Q: 3 clusters Score -3651966 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3652027.250000 Penalty: 5037.527832
	Iteration 18Q: 3 clusters Score -3652027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3652066.250000 Penalty: 5037.527832
	Iteration 19Q: 3 clusters Score -3652066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3652099.750000 Penalty: 5037.527832
	Iteration 20F: 3 clusters Score -3652100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3652153.000000 Penalty: 5037.527832
	Iteration 21Q: 3 clusters Score -3652153 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3652183.500000 Penalty: 5037.527832
	Iteration 22Q: 3 clusters Score -3652184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3652219.000000 Penalty: 5037.527832
	Iteration 23Q: 3 clusters Score -3652219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3652254.750000 Penalty: 5037.527832
	Iteration 24Q: 3 clusters Score -3652255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3652285.250000 Penalty: 5037.527832
	Iteration 25Q: 3 clusters Score -3652285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3652308.250000 Penalty: 5037.527832
	Iteration 26Q: 3 clusters Score -3652308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3652338.250000 Penalty: 5037.527832
	Iteration 27Q: 3 clusters Score -3652338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3652347.250000 Penalty: 5037.527832
	Iteration 28Q: 3 clusters Score -3652347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3652380.250000 Penalty: 5037.527832
	Iteration 29Q: 3 clusters Score -3652380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3652401.500000 Penalty: 5037.527832
	Iteration 30Q: 3 clusters Score -3652402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3652418.250000 Penalty: 5037.527832
	Iteration 31Q: 3 clusters Score -3652418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3652427.000000 Penalty: 5037.527832
	Iteration 32Q: 3 clusters Score -3652427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3652442.500000 Penalty: 5037.527832
	Iteration 33Q: 3 clusters Score -3652442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3652461.000000 Penalty: 5037.527832
	Iteration 34Q: 3 clusters Score -3652461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3652475.500000 Penalty: 5037.527832
	Iteration 35Q: 3 clusters Score -3652476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3652490.500000 Penalty: 5037.527832
	Iteration 36Q: 3 clusters Score -3652490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3652506.750000 Penalty: 5037.527832
	Iteration 37Q: 3 clusters Score -3652507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3652516.750000 Penalty: 5037.527832
	Iteration 38Q: 3 clusters Score -3652517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3652525.000000 Penalty: 5037.527832
	Iteration 39Q: 3 clusters Score -3652525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3652531.000000 Penalty: 5037.527832
	Iteration 40F: 3 clusters Score -3652531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3652528.000000 Penalty: 5037.527832
	Iteration 41Q: 3 clusters Score -3652528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3652523.750000 Penalty: 5037.527832
	Iteration 42Q: 3 clusters Score -3652524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3652530.750000 Penalty: 5037.527832
	Iteration 43Q: 3 clusters Score -3652531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3652542.000000 Penalty: 5037.527832
	Iteration 44Q: 3 clusters Score -3652542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3652543.750000 Penalty: 5037.527832
	Iteration 45Q: 3 clusters Score -3652544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3652550.750000 Penalty: 5037.527832
	Iteration 46Q: 3 clusters Score -3652551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3652555.000000 Penalty: 5037.527832
	Iteration 47Q: 3 clusters Score -3652555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3652553.750000 Penalty: 5037.527832
	Iteration 48Q: 3 clusters Score -3652554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3652553.750000 Penalty: 5037.527832
	Iteration 49Q: 3 clusters Score -3652554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3652561.250000 Penalty: 5037.527832
	Iteration 50Q: 3 clusters Score -3652561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3652556.750000 Penalty: 5037.527832
	Iteration 51Q: 3 clusters Score -3652557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3652558.500000 Penalty: 5037.527832
	Iteration 52Q: 3 clusters Score -3652558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3652557.500000 Penalty: 5037.527832
	Iteration 53Q: 3 clusters Score -3652558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3652566.250000 Penalty: 5037.527832
	Iteration 54Q: 3 clusters Score -3652566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3652567.250000 Penalty: 5037.527832
	Iteration 55Q: 3 clusters Score -3652567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3652570.000000 Penalty: 5037.527832
	Iteration 56Q: 3 clusters Score -3652570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3652569.500000 Penalty: 5037.527832
	Iteration 57Q: 3 clusters Score -3652570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3652569.250000 Penalty: 5037.527832
	Iteration 58Q: 3 clusters Score -3652569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3652568.500000 Penalty: 5037.527832
	Iteration 59Q: 3 clusters Score -3652568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3652568.500000 Penalty: 5037.527832
	Iteration 60F: 3 clusters Score -3652568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Entering Unmasked Estep 
Score: -9011711.000000 Penalty: 2733.229004
	Iteration 0F: 2 clusters Score -9011711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -8970912.000000 Penalty: 5466.458008
	Iteration 0F: 3 clusters Score -8970912 nChanged 28390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -8986543.000000 Penalty: 5466.458008
	Iteration 1F: 3 clusters Score -8986543 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -8987197.000000 Penalty: 5466.458008
	Iteration 2Q: 3 clusters Score -8987197 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -8988174.000000 Penalty: 5466.458008
	Iteration 3Q: 3 clusters Score -8988174 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8989408.000000 Penalty: 5466.458008
	Iteration 4Q: 3 clusters Score -8989408 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -8991402.000000 Penalty: 5466.458008
	Iteration 5F: 3 clusters Score -8991402 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -8994512.000000 Penalty: 5466.458008
	Iteration 6F: 3 clusters Score -8994512 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -8998440.000000 Penalty: 5466.458008
	Iteration 7F: 3 clusters Score -8998440 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -9002510.000000 Penalty: 5466.458008
	Iteration 8F: 3 clusters Score -9002510 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -9005571.000000 Penalty: 5466.458008
	Iteration 9F: 3 clusters Score -9005571 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9007422.000000 Penalty: 5466.458008
	Iteration 10Q: 3 clusters Score -9007422 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -9008343.000000 Penalty: 5466.458008
	Iteration 11Q: 3 clusters Score -9008343 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9008758.000000 Penalty: 5466.458008
	Iteration 12Q: 3 clusters Score -9008758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9008986.000000 Penalty: 5466.458008
	Iteration 13Q: 3 clusters Score -9008986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9009102.000000 Penalty: 5466.458008
	Iteration 14Q: 3 clusters Score -9009102 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9009186.000000 Penalty: 5466.458008
	Iteration 15Q: 3 clusters Score -9009186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9009247.000000 Penalty: 5466.458008
	Iteration 16Q: 3 clusters Score -9009247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9009297.000000 Penalty: 5466.458008
	Iteration 17Q: 3 clusters Score -9009297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9009326.000000 Penalty: 5466.458008
	Iteration 18Q: 3 clusters Score -9009326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9009349.000000 Penalty: 5466.458008
	Iteration 19Q: 3 clusters Score -9009349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9009379.000000 Penalty: 5466.458008
	Iteration 20F: 3 clusters Score -9009379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9009383.000000 Penalty: 5466.458008
	Iteration 21Q: 3 clusters Score -9009383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9009384.000000 Penalty: 5466.458008
	Iteration 22Q: 3 clusters Score -9009384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9009417.000000 Penalty: 5466.458008
	Iteration 23Q: 3 clusters Score -9009417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9009413.000000 Penalty: 5466.458008
	Iteration 24Q: 3 clusters Score -9009413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9009436.000000 Penalty: 5466.458008
	Iteration 25Q: 3 clusters Score -9009436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9009439.000000 Penalty: 5466.458008
	Iteration 26Q: 3 clusters Score -9009439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9009447.000000 Penalty: 5466.458008
	Iteration 27Q: 3 clusters Score -9009447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9009439.000000 Penalty: 5466.458008
	Iteration 28Q: 3 clusters Score -9009439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9009460.000000 Penalty: 5466.458008
	Iteration 29Q: 3 clusters Score -9009460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9009454.000000 Penalty: 5466.458008
	Iteration 30Q: 3 clusters Score -9009454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9009461.000000 Penalty: 5466.458008
	Iteration 31Q: 3 clusters Score -9009461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9009459.000000 Penalty: 5466.458008
	Iteration 32Q: 3 clusters Score -9009459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9009453.000000 Penalty: 5466.458008
	Iteration 33Q: 3 clusters Score -9009453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9009452.000000 Penalty: 5466.458008
	Iteration 34Q: 3 clusters Score -9009452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9009456.000000 Penalty: 5466.458008
	Iteration 35Q: 3 clusters Score -9009456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9009455.000000 Penalty: 5466.458008
	Iteration 36Q: 3 clusters Score -9009455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9009466.000000 Penalty: 5466.458008
	Iteration 37Q: 3 clusters Score -9009466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9009467.000000 Penalty: 5466.458008
	Iteration 38Q: 3 clusters Score -9009467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9009475.000000 Penalty: 5466.458008
	Iteration 39Q: 3 clusters Score -9009475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9009468.000000 Penalty: 5466.458008
	Iteration 40F: 3 clusters Score -9009468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9009464.000000 Penalty: 5466.458008
	Iteration 41Q: 3 clusters Score -9009464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9009469.000000 Penalty: 5466.458008
	Iteration 42Q: 3 clusters Score -9009469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9009469.000000 Penalty: 5466.458008
	Iteration 43Q: 3 clusters Score -9009469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9009471.000000 Penalty: 5466.458008
	Iteration 44Q: 3 clusters Score -9009471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9009467.000000 Penalty: 5466.458008
	Iteration 45Q: 3 clusters Score -9009467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9009467.000000 Penalty: 5466.458008
	Iteration 46F: 3 clusters Score -9009467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Entering Unmasked Estep 
Score: -2688665.000000 Penalty: 2436.421875
	Iteration 0F: 2 clusters Score -2688665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2675544.750000 Penalty: 4872.843750
	Iteration 0F: 3 clusters Score -2675545 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2679902.000000 Penalty: 4872.843750
	Iteration 1F: 3 clusters Score -2679902 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2680268.000000 Penalty: 4872.843750
	Iteration 2F: 3 clusters Score -2680268 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2680521.250000 Penalty: 4872.843750
	Iteration 3Q: 3 clusters Score -2680521 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2680716.500000 Penalty: 4872.843750
	Iteration 4Q: 3 clusters Score -2680716 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2680870.250000 Penalty: 4872.843750
	Iteration 5Q: 3 clusters Score -2680870 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2681014.250000 Penalty: 4872.843750
	Iteration 6Q: 3 clusters Score -2681014 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2681107.250000 Penalty: 4872.843750
	Iteration 7Q: 3 clusters Score -2681107 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2681223.750000 Penalty: 4872.843750
	Iteration 8Q: 3 clusters Score -2681224 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2681347.250000 Penalty: 4872.843750
	Iteration 9Q: 3 clusters Score -2681347 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2681501.250000 Penalty: 4872.843750
	Iteration 10Q: 3 clusters Score -2681501 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2681696.250000 Penalty: 4872.843750
	Iteration 11Q: 3 clusters Score -2681696 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2681959.000000 Penalty: 4872.843750
	Iteration 12Q: 3 clusters Score -2681959 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2682369.750000 Penalty: 4872.843750
	Iteration 13Q: 3 clusters Score -2682370 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2682937.250000 Penalty: 4872.843750
	Iteration 14Q: 3 clusters Score -2682937 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2683588.250000 Penalty: 4872.843750
	Iteration 15Q: 3 clusters Score -2683588 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2684216.000000 Penalty: 4872.843750
	Iteration 16Q: 3 clusters Score -2684216 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2684783.250000 Penalty: 4872.843750
	Iteration 17Q: 3 clusters Score -2684783 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2685229.250000 Penalty: 4872.843750
	Iteration 18Q: 3 clusters Score -2685229 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2685562.750000 Penalty: 4872.843750
	Iteration 19Q: 3 clusters Score -2685563 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2685786.000000 Penalty: 4872.843750
	Iteration 20F: 3 clusters Score -2685786 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2685970.000000 Penalty: 4872.843750
	Iteration 21Q: 3 clusters Score -2685970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2686106.250000 Penalty: 4872.843750
	Iteration 22Q: 3 clusters Score -2686106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2686200.250000 Penalty: 4872.843750
	Iteration 23Q: 3 clusters Score -2686200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2686275.750000 Penalty: 4872.843750
	Iteration 24Q: 3 clusters Score -2686276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2686322.000000 Penalty: 4872.843750
	Iteration 25Q: 3 clusters Score -2686322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2686359.250000 Penalty: 4872.843750
	Iteration 26Q: 3 clusters Score -2686359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2686402.000000 Penalty: 4872.843750
	Iteration 27Q: 3 clusters Score -2686402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2686426.500000 Penalty: 4872.843750
	Iteration 28Q: 3 clusters Score -2686426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2686444.750000 Penalty: 4872.843750
	Iteration 29Q: 3 clusters Score -2686445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2686466.250000 Penalty: 4872.843750
	Iteration 30Q: 3 clusters Score -2686466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2686480.750000 Penalty: 4872.843750
	Iteration 31Q: 3 clusters Score -2686481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2686486.750000 Penalty: 4872.843750
	Iteration 32Q: 3 clusters Score -2686487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2686496.500000 Penalty: 4872.843750
	Iteration 33Q: 3 clusters Score -2686496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2686504.250000 Penalty: 4872.843750
	Iteration 34Q: 3 clusters Score -2686504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2686511.500000 Penalty: 4872.843750
	Iteration 35Q: 3 clusters Score -2686512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2686518.750000 Penalty: 4872.843750
	Iteration 36Q: 3 clusters Score -2686519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2686528.250000 Penalty: 4872.843750
	Iteration 37Q: 3 clusters Score -2686528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2686533.250000 Penalty: 4872.843750
	Iteration 38Q: 3 clusters Score -2686533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2686536.750000 Penalty: 4872.843750
	Iteration 39Q: 3 clusters Score -2686537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2686541.000000 Penalty: 4872.843750
	Iteration 40F: 3 clusters Score -2686541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2686546.750000 Penalty: 4872.843750
	Iteration 41Q: 3 clusters Score -2686547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2686552.750000 Penalty: 4872.843750
	Iteration 42Q: 3 clusters Score -2686553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2686557.000000 Penalty: 4872.843750
	Iteration 43Q: 3 clusters Score -2686557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2686556.500000 Penalty: 4872.843750
	Iteration 44Q: 3 clusters Score -2686556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2686559.000000 Penalty: 4872.843750
	Iteration 45Q: 3 clusters Score -2686559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2686559.500000 Penalty: 4872.843750
	Iteration 46Q: 3 clusters Score -2686560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2686558.750000 Penalty: 4872.843750
	Iteration 47Q: 3 clusters Score -2686559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2686562.000000 Penalty: 4872.843750
	Iteration 48Q: 3 clusters Score -2686562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2686562.000000 Penalty: 4872.843750
	Iteration 49F: 3 clusters Score -2686562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -319420.750000 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -319420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -316544.718750 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -316544.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -317134.437500 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -317134.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -317311.000000 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -317311 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -317402.718750 Penalty: 3859.444580
	Iteration 3Q: 3 clusters Score -317402.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -317488.968750 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -317489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -317602.062500 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -317602.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -317770.343750 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -317770.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -317994.062500 Penalty: 3859.444580
	Iteration 7F: 3 clusters Score -317994.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -318209.187500 Penalty: 3859.444580
	Iteration 8F: 3 clusters Score -318209.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -318413.843750 Penalty: 3859.444580
	Iteration 9F: 3 clusters Score -318413.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -318607.218750 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -318607.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -318740.500000 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -318740.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -318800.125000 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -318800.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -318867.218750 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -318867.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -318902.156250 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -318902.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -318916.562500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -318916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -318928.625000 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -318928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -318933.031250 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -318933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -318943.312500 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -318943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -318950.937500 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -318950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -318959.593750 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -318959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -318966.281250 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -318966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -318969.687500 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -318969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -318974.031250 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -318974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -318978.968750 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -318979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -318986.000000 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -318986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -318993.937500 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -318993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -318999.500000 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -318999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -319006.375000 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -319006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -319017.406250 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -319017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -319027.781250 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -319027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -319041.781250 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -319041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -319063.468750 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -319063.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -319092.031250 Penalty: 3859.444580
	Iteration 33Q: 3 clusters Score -319092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319110.406250 Penalty: 3859.444580
	Iteration 34Q: 3 clusters Score -319110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -319120.718750 Penalty: 3859.444580
	Iteration 35Q: 3 clusters Score -319120.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -319132.687500 Penalty: 3859.444580
	Iteration 36Q: 3 clusters Score -319132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -319139.468750 Penalty: 3859.444580
	Iteration 37Q: 3 clusters Score -319139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -319145.187500 Penalty: 3859.444580
	Iteration 38Q: 3 clusters Score -319145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -319147.687500 Penalty: 3859.444580
	Iteration 39Q: 3 clusters Score -319147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -319149.000000 Penalty: 3859.444580
	Iteration 40F: 3 clusters Score -319149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -319149.375000 Penalty: 3859.444580
	Iteration 41Q: 3 clusters Score -319149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319149.468750 Penalty: 3859.444580
	Iteration 42Q: 3 clusters Score -319149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319149.468750 Penalty: 3859.444580
	Iteration 43F: 3 clusters Score -319149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Entering Unmasked Estep 
Score: -23285556.000000 Penalty: 2970.085205
	Iteration 0F: 2 clusters Score -2.328556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -23184934.000000 Penalty: 5940.170410
	Iteration 0F: 3 clusters Score -2.318493e+07 nChanged 76111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -23229612.000000 Penalty: 5940.170410
	Iteration 1F: 3 clusters Score -2.322961e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -23230660.000000 Penalty: 5940.170410
	Iteration 2Q: 3 clusters Score -2.323066e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -23232330.000000 Penalty: 5940.170410
	Iteration 3Q: 3 clusters Score -2.323233e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -23234750.000000 Penalty: 5940.170410
	Iteration 4Q: 3 clusters Score -2.323475e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -23238236.000000 Penalty: 5940.170410
	Iteration 5Q: 3 clusters Score -2.323824e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -23242490.000000 Penalty: 5940.170410
	Iteration 6Q: 3 clusters Score -2.324249e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -23248318.000000 Penalty: 5940.170410
	Iteration 7F: 3 clusters Score -2.324832e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -23254906.000000 Penalty: 5940.170410
	Iteration 8F: 3 clusters Score -2.325491e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -23260654.000000 Penalty: 5940.170410
	Iteration 9F: 3 clusters Score -2.326065e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 107223 members 
Entering Unmasked Estep 
Score: -23264000.000000 Penalty: 5940.170410
	Iteration 10Q: 3 clusters Score -2.3264e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -23265292.000000 Penalty: 5940.170410
	Iteration 11Q: 3 clusters Score -2.326529e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -23265970.000000 Penalty: 5940.170410
	Iteration 12Q: 3 clusters Score -2.326597e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -23266390.000000 Penalty: 5940.170410
	Iteration 13Q: 3 clusters Score -2.326639e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -23266722.000000 Penalty: 5940.170410
	Iteration 14Q: 3 clusters Score -2.326672e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -23267118.000000 Penalty: 5940.170410
	Iteration 15Q: 3 clusters Score -2.326712e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 116121 members 
Entering Unmasked Estep 
Score: -23267456.000000 Penalty: 5940.170410
	Iteration 16Q: 3 clusters Score -2.326746e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -23267798.000000 Penalty: 5940.170410
	Iteration 17Q: 3 clusters Score -2.32678e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -23268160.000000 Penalty: 5940.170410
	Iteration 18Q: 3 clusters Score -2.326816e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -23268556.000000 Penalty: 5940.170410
	Iteration 19Q: 3 clusters Score -2.326856e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -23268962.000000 Penalty: 5940.170410
	Iteration 20F: 3 clusters Score -2.326896e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -23269392.000000 Penalty: 5940.170410
	Iteration 21Q: 3 clusters Score -2.326939e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -23269662.000000 Penalty: 5940.170410
	Iteration 22Q: 3 clusters Score -2.326966e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -23269926.000000 Penalty: 5940.170410
	Iteration 23Q: 3 clusters Score -2.326993e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -23270208.000000 Penalty: 5940.170410
	Iteration 24Q: 3 clusters Score -2.327021e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -23270538.000000 Penalty: 5940.170410
	Iteration 25Q: 3 clusters Score -2.327054e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -23270774.000000 Penalty: 5940.170410
	Iteration 26Q: 3 clusters Score -2.327077e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 128201 members 
Entering Unmasked Estep 
Score: -23271006.000000 Penalty: 5940.170410
	Iteration 27Q: 3 clusters Score -2.327101e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -23271214.000000 Penalty: 5940.170410
	Iteration 28Q: 3 clusters Score -2.327121e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -23271436.000000 Penalty: 5940.170410
	Iteration 29Q: 3 clusters Score -2.327144e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -23271638.000000 Penalty: 5940.170410
	Iteration 30Q: 3 clusters Score -2.327164e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -23271980.000000 Penalty: 5940.170410
	Iteration 31Q: 3 clusters Score -2.327198e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -23272258.000000 Penalty: 5940.170410
	Iteration 32Q: 3 clusters Score -2.327226e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -23272492.000000 Penalty: 5940.170410
	Iteration 33Q: 3 clusters Score -2.327249e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -23272792.000000 Penalty: 5940.170410
	Iteration 34Q: 3 clusters Score -2.327279e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -23272882.000000 Penalty: 5940.170410
	Iteration 35Q: 3 clusters Score -2.327288e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 136060 members 
Entering Unmasked Estep 
Score: -23273174.000000 Penalty: 5940.170410
	Iteration 36Q: 3 clusters Score -2.327317e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -23273512.000000 Penalty: 5940.170410
	Iteration 37Q: 3 clusters Score -2.327351e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -23273790.000000 Penalty: 5940.170410
	Iteration 38Q: 3 clusters Score -2.327379e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -23274004.000000 Penalty: 5940.170410
	Iteration 39Q: 3 clusters Score -2.3274e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -23274292.000000 Penalty: 5940.170410
	Iteration 40F: 3 clusters Score -2.327429e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 140031 members 
Entering Unmasked Estep 
Score: -23274530.000000 Penalty: 5940.170410
	Iteration 41Q: 3 clusters Score -2.327453e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 140799 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5940.170410
	Iteration 42Q: 3 clusters Score -2.327484e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -23275012.000000 Penalty: 5940.170410
	Iteration 43Q: 3 clusters Score -2.327501e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -23275270.000000 Penalty: 5940.170410
	Iteration 44Q: 3 clusters Score -2.327527e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -23275526.000000 Penalty: 5940.170410
	Iteration 45Q: 3 clusters Score -2.327553e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -23275904.000000 Penalty: 5940.170410
	Iteration 46Q: 3 clusters Score -2.32759e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 144445 members 
Entering Unmasked Estep 
Score: -23276152.000000 Penalty: 5940.170410
	Iteration 47Q: 3 clusters Score -2.327615e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -23276426.000000 Penalty: 5940.170410
	Iteration 48Q: 3 clusters Score -2.327643e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -23276822.000000 Penalty: 5940.170410
	Iteration 49Q: 3 clusters Score -2.327682e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 146534 members 
Entering Unmasked Estep 
Score: -23277074.000000 Penalty: 5940.170410
	Iteration 50Q: 3 clusters Score -2.327707e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -23277338.000000 Penalty: 5940.170410
	Iteration 51Q: 3 clusters Score -2.327734e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -23277622.000000 Penalty: 5940.170410
	Iteration 52Q: 3 clusters Score -2.327762e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -23277880.000000 Penalty: 5940.170410
	Iteration 53Q: 3 clusters Score -2.327788e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -23278192.000000 Penalty: 5940.170410
	Iteration 54Q: 3 clusters Score -2.327819e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -23278490.000000 Penalty: 5940.170410
	Iteration 55Q: 3 clusters Score -2.327849e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -23278722.000000 Penalty: 5940.170410
	Iteration 56Q: 3 clusters Score -2.327872e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -23279016.000000 Penalty: 5940.170410
	Iteration 57Q: 3 clusters Score -2.327902e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -23279248.000000 Penalty: 5940.170410
	Iteration 58Q: 3 clusters Score -2.327925e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -23279564.000000 Penalty: 5940.170410
	Iteration 59Q: 3 clusters Score -2.327956e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -23279824.000000 Penalty: 5940.170410
	Iteration 60F: 3 clusters Score -2.327982e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 152827 members 
Entering Unmasked Estep 
Score: -23280150.000000 Penalty: 5940.170410
	Iteration 61Q: 3 clusters Score -2.328015e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -23280408.000000 Penalty: 5940.170410
	Iteration 62Q: 3 clusters Score -2.328041e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -23280682.000000 Penalty: 5940.170410
	Iteration 63Q: 3 clusters Score -2.328068e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -23280924.000000 Penalty: 5940.170410
	Iteration 64Q: 3 clusters Score -2.328092e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -23281134.000000 Penalty: 5940.170410
	Iteration 65Q: 3 clusters Score -2.328113e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -23281406.000000 Penalty: 5940.170410
	Iteration 66Q: 3 clusters Score -2.328141e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -23281562.000000 Penalty: 5940.170410
	Iteration 67Q: 3 clusters Score -2.328156e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -23281710.000000 Penalty: 5940.170410
	Iteration 68Q: 3 clusters Score -2.328171e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -23281794.000000 Penalty: 5940.170410
	Iteration 69Q: 3 clusters Score -2.328179e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -23281864.000000 Penalty: 5940.170410
	Iteration 70Q: 3 clusters Score -2.328186e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -23281916.000000 Penalty: 5940.170410
	Iteration 71Q: 3 clusters Score -2.328192e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -23281956.000000 Penalty: 5940.170410
	Iteration 72Q: 3 clusters Score -2.328196e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -23281950.000000 Penalty: 5940.170410
	Iteration 73Q: 3 clusters Score -2.328195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -23281984.000000 Penalty: 5940.170410
	Iteration 74Q: 3 clusters Score -2.328198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -23282050.000000 Penalty: 5940.170410
	Iteration 75Q: 3 clusters Score -2.328205e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -23282070.000000 Penalty: 5940.170410
	Iteration 76Q: 3 clusters Score -2.328207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -23282082.000000 Penalty: 5940.170410
	Iteration 77Q: 3 clusters Score -2.328208e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -23282100.000000 Penalty: 5940.170410
	Iteration 78Q: 3 clusters Score -2.32821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -23282134.000000 Penalty: 5940.170410
	Iteration 79Q: 3 clusters Score -2.328213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -23282154.000000 Penalty: 5940.170410
	Iteration 80F: 3 clusters Score -2.328215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -23282150.000000 Penalty: 5940.170410
	Iteration 81Q: 3 clusters Score -2.328215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -23282142.000000 Penalty: 5940.170410
	Iteration 82Q: 3 clusters Score -2.328214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 155694 members 
Entering Unmasked Estep 
Score: -23282152.000000 Penalty: 5940.170410
	Iteration 83Q: 3 clusters Score -2.328215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -23282138.000000 Penalty: 5940.170410
	Iteration 84Q: 3 clusters Score -2.328214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -23282138.000000 Penalty: 5940.170410
	Iteration 85Q: 3 clusters Score -2.328214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 155727 members 
Entering Unmasked Estep 
Score: -23282152.000000 Penalty: 5940.170410
	Iteration 86Q: 3 clusters Score -2.328215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -23282148.000000 Penalty: 5940.170410
	Iteration 87Q: 3 clusters Score -2.328215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -23282170.000000 Penalty: 5940.170410
	Iteration 88Q: 3 clusters Score -2.328217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -23282188.000000 Penalty: 5940.170410
	Iteration 89Q: 3 clusters Score -2.328219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 155772 members 
Entering Unmasked Estep 
Score: -23282168.000000 Penalty: 5940.170410
	Iteration 90Q: 3 clusters Score -2.328217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -23282196.000000 Penalty: 5940.170410
	Iteration 91Q: 3 clusters Score -2.32822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -23282186.000000 Penalty: 5940.170410
	Iteration 92Q: 3 clusters Score -2.328219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -23282192.000000 Penalty: 5940.170410
	Iteration 93Q: 3 clusters Score -2.328219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -23282200.000000 Penalty: 5940.170410
	Iteration 94Q: 3 clusters Score -2.32822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -23282206.000000 Penalty: 5940.170410
	Iteration 95Q: 3 clusters Score -2.328221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -23282214.000000 Penalty: 5940.170410
	Iteration 96Q: 3 clusters Score -2.328221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -23282216.000000 Penalty: 5940.170410
	Iteration 97Q: 3 clusters Score -2.328222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -23282236.000000 Penalty: 5940.170410
	Iteration 98Q: 3 clusters Score -2.328224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -23282234.000000 Penalty: 5940.170410
	Iteration 99Q: 3 clusters Score -2.328223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -23282240.000000 Penalty: 5940.170410
	Iteration 100F: 3 clusters Score -2.328224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -23282246.000000 Penalty: 5940.170410
	Iteration 101Q: 3 clusters Score -2.328225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -23282262.000000 Penalty: 5940.170410
	Iteration 102Q: 3 clusters Score -2.328226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -23282284.000000 Penalty: 5940.170410
	Iteration 103Q: 3 clusters Score -2.328228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 155896 members 
Entering Unmasked Estep 
Score: -23282298.000000 Penalty: 5940.170410
	Iteration 104Q: 3 clusters Score -2.32823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -23282322.000000 Penalty: 5940.170410
	Iteration 105Q: 3 clusters Score -2.328232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -23282322.000000 Penalty: 5940.170410
	Iteration 106Q: 3 clusters Score -2.328232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -23282318.000000 Penalty: 5940.170410
	Iteration 107Q: 3 clusters Score -2.328232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -23282338.000000 Penalty: 5940.170410
	Iteration 108Q: 3 clusters Score -2.328234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -23282334.000000 Penalty: 5940.170410
	Iteration 109Q: 3 clusters Score -2.328233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -23282344.000000 Penalty: 5940.170410
	Iteration 110Q: 3 clusters Score -2.328234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -23282342.000000 Penalty: 5940.170410
	Iteration 111Q: 3 clusters Score -2.328234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -23282370.000000 Penalty: 5940.170410
	Iteration 112Q: 3 clusters Score -2.328237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -23282360.000000 Penalty: 5940.170410
	Iteration 113Q: 3 clusters Score -2.328236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -23282360.000000 Penalty: 5940.170410
	Iteration 114Q: 3 clusters Score -2.328236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 155999 members 
Entering Unmasked Estep 
Score: -23282372.000000 Penalty: 5940.170410
	Iteration 115Q: 3 clusters Score -2.328237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -23282372.000000 Penalty: 5940.170410
	Iteration 116Q: 3 clusters Score -2.328237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -23282378.000000 Penalty: 5940.170410
	Iteration 117Q: 3 clusters Score -2.328238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -23282378.000000 Penalty: 5940.170410
	Iteration 118Q: 3 clusters Score -2.328238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 156031 members 
Entering Unmasked Estep 
Score: -23282382.000000 Penalty: 5940.170410
	Iteration 119Q: 3 clusters Score -2.328238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 156042 members 
Entering Unmasked Estep 
Score: -23282396.000000 Penalty: 5940.170410
	Iteration 120F: 3 clusters Score -2.32824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -23282372.000000 Penalty: 5940.170410
	Iteration 121Q: 3 clusters Score -2.328237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -23282398.000000 Penalty: 5940.170410
	Iteration 122Q: 3 clusters Score -2.32824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -23282428.000000 Penalty: 5940.170410
	Iteration 123Q: 3 clusters Score -2.328243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -23282426.000000 Penalty: 5940.170410
	Iteration 124Q: 3 clusters Score -2.328243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -23282462.000000 Penalty: 5940.170410
	Iteration 125Q: 3 clusters Score -2.328246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -23282446.000000 Penalty: 5940.170410
	Iteration 126Q: 3 clusters Score -2.328245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -23282444.000000 Penalty: 5940.170410
	Iteration 127Q: 3 clusters Score -2.328244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -23282436.000000 Penalty: 5940.170410
	Iteration 128Q: 3 clusters Score -2.328244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -23282448.000000 Penalty: 5940.170410
	Iteration 129Q: 3 clusters Score -2.328245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -23282452.000000 Penalty: 5940.170410
	Iteration 130Q: 3 clusters Score -2.328245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -23282462.000000 Penalty: 5940.170410
	Iteration 131Q: 3 clusters Score -2.328246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -23282470.000000 Penalty: 5940.170410
	Iteration 132Q: 3 clusters Score -2.328247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -23282458.000000 Penalty: 5940.170410
	Iteration 133Q: 3 clusters Score -2.328246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 156139 members 
Entering Unmasked Estep 
Score: -23282454.000000 Penalty: 5940.170410
	Iteration 134Q: 3 clusters Score -2.328245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -23282458.000000 Penalty: 5940.170410
	Iteration 135Q: 3 clusters Score -2.328246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -23282476.000000 Penalty: 5940.170410
	Iteration 136Q: 3 clusters Score -2.328248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 156158 members 
Entering Unmasked Estep 
Score: -23282478.000000 Penalty: 5940.170410
	Iteration 137Q: 3 clusters Score -2.328248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -23282478.000000 Penalty: 5940.170410
	Iteration 138Q: 3 clusters Score -2.328248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -23282480.000000 Penalty: 5940.170410
	Iteration 139Q: 3 clusters Score -2.328248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 156185 members 
Entering Unmasked Estep 
Score: -23282506.000000 Penalty: 5940.170410
	Iteration 140F: 3 clusters Score -2.328251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -23282518.000000 Penalty: 5940.170410
	Iteration 141Q: 3 clusters Score -2.328252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 156199 members 
Entering Unmasked Estep 
Score: -23282506.000000 Penalty: 5940.170410
	Iteration 142Q: 3 clusters Score -2.328251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 156202 members 
Entering Unmasked Estep 
Score: -23282494.000000 Penalty: 5940.170410
	Iteration 143Q: 3 clusters Score -2.328249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -23282522.000000 Penalty: 5940.170410
	Iteration 144Q: 3 clusters Score -2.328252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -23282518.000000 Penalty: 5940.170410
	Iteration 145Q: 3 clusters Score -2.328252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -23282532.000000 Penalty: 5940.170410
	Iteration 146Q: 3 clusters Score -2.328253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 156212 members 
Entering Unmasked Estep 
Score: -23282520.000000 Penalty: 5940.170410
	Iteration 147Q: 3 clusters Score -2.328252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -23282530.000000 Penalty: 5940.170410
	Iteration 148Q: 3 clusters Score -2.328253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -23282526.000000 Penalty: 5940.170410
	Iteration 149Q: 3 clusters Score -2.328253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -23282546.000000 Penalty: 5940.170410
	Iteration 150Q: 3 clusters Score -2.328255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -23282546.000000 Penalty: 5940.170410
	Iteration 151Q: 3 clusters Score -2.328255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -23282544.000000 Penalty: 5940.170410
	Iteration 152Q: 3 clusters Score -2.328254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -23282544.000000 Penalty: 5940.170410
	Iteration 153Q: 3 clusters Score -2.328254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -23282562.000000 Penalty: 5940.170410
	Iteration 154Q: 3 clusters Score -2.328256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -23282564.000000 Penalty: 5940.170410
	Iteration 155Q: 3 clusters Score -2.328256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -23282570.000000 Penalty: 5940.170410
	Iteration 156Q: 3 clusters Score -2.328257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -23282572.000000 Penalty: 5940.170410
	Iteration 157Q: 3 clusters Score -2.328257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -23282556.000000 Penalty: 5940.170410
	Iteration 158Q: 3 clusters Score -2.328256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -23282566.000000 Penalty: 5940.170410
	Iteration 159Q: 3 clusters Score -2.328257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 156248 members 
Entering Unmasked Estep 
Score: -23282566.000000 Penalty: 5940.170410
	Iteration 160F: 3 clusters Score -2.328257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -23282560.000000 Penalty: 5940.170410
	Iteration 161Q: 3 clusters Score -2.328256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -23282570.000000 Penalty: 5940.170410
	Iteration 162Q: 3 clusters Score -2.328257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -23282574.000000 Penalty: 5940.170410
	Iteration 163Q: 3 clusters Score -2.328257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -23282574.000000 Penalty: 5940.170410
	Iteration 164Q: 3 clusters Score -2.328257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -23282574.000000 Penalty: 5940.170410
	Iteration 165F: 3 clusters Score -2.328257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60653.644531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60653.64 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 244 members 
Entering Unmasked Estep 
Score: -59176.871094 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -59176.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59403.906250 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -59403.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59564.480469 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -59564.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59761.519531 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -59761.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60393.417969 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -60393.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60574.617188 Penalty: 3069.378906
	Iteration 5F: 3 clusters Score -60574.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60724.214844 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -60724.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -60870.574219 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -60870.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -60970.449219 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -60970.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60995.078125 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -60995.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60995.078125 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -60995.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29747 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 22378 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41885 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25753 members 
Mstep: Class 18 contains 61150 members 
Mstep: Class 19 contains 18477 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 158919 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206609 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60305 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 115 members 
Entering Unmasked Estep 
Score: -128964776.000000 Penalty: 112253.093750
Splitting cluster 22 changes total score from -128966456.000000 to -128964776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -360602.781250 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -360602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -357319.656250 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -357319.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -358144.437500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -358144.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358486.031250 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -358486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -358780.656250 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -358780.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -359013.156250 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -359013.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -359228.906250 Penalty: 3978.705811
	Iteration 5F: 3 clusters Score -359228.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -359386.718750 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -359386.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -359507.531250 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -359507.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -359599.750000 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -359599.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -359686.562500 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -359686.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -359770.218750 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -359770.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -359830.968750 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -359831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -359899.281250 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -359899.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -359957.437500 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -359957.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -359989.968750 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -359990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -360019.187500 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -360019.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -360052.250000 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -360052.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -360080.875000 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -360080.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -360100.187500 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -360100.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -360116.625000 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -360116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -360127.562500 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -360127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -360133.031250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -360133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -360137.093750 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -360137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -360147.312500 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -360147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -360157.187500 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -360157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -360162.718750 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -360162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -360166.156250 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -360166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -360169.687500 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -360169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -360171.843750 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -360171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -360173.781250 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -360173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -360173.937500 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -360173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -360174.562500 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -360174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -360175.343750 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -360175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -360175.843750 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -360175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -360175.843750 Penalty: 3978.705811
	Iteration 34F: 3 clusters Score -360175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (206609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206609 members 
Entering Unmasked Estep 
Score: -30217002.000000 Penalty: 3035.168701
	Iteration 0F: 2 clusters Score -3.0217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -30090442.000000 Penalty: 6070.337402
	Iteration 0F: 3 clusters Score -3.009044e+07 nChanged 99398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -30149478.000000 Penalty: 6070.337402
	Iteration 1F: 3 clusters Score -3.014948e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -30151456.000000 Penalty: 6070.337402
	Iteration 2Q: 3 clusters Score -3.015146e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -30154860.000000 Penalty: 6070.337402
	Iteration 3Q: 3 clusters Score -3.015486e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -30160462.000000 Penalty: 6070.337402
	Iteration 4F: 3 clusters Score -3.016046e+07 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 146114 members 
Entering Unmasked Estep 
Score: -30169190.000000 Penalty: 6070.337402
	Iteration 5F: 3 clusters Score -3.016919e+07 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -30180020.000000 Penalty: 6070.337402
	Iteration 6F: 3 clusters Score -3.018002e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -30191472.000000 Penalty: 6070.337402
	Iteration 7F: 3 clusters Score -3.019147e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 180295 members 
Entering Unmasked Estep 
Score: -30200962.000000 Penalty: 6070.337402
	Iteration 8Q: 3 clusters Score -3.020096e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 185935 members 
Entering Unmasked Estep 
Score: -30207148.000000 Penalty: 6070.337402
	Iteration 9Q: 3 clusters Score -3.020715e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -30210860.000000 Penalty: 6070.337402
	Iteration 10Q: 3 clusters Score -3.021086e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 193127 members 
Entering Unmasked Estep 
Score: -30213040.000000 Penalty: 6070.337402
	Iteration 11Q: 3 clusters Score -3.021304e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 196026 members 
Entering Unmasked Estep 
Score: -30214662.000000 Penalty: 6070.337402
	Iteration 12Q: 3 clusters Score -3.021466e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 198559 members 
Entering Unmasked Estep 
Score: -30215352.000000 Penalty: 6070.337402
	Iteration 13Q: 3 clusters Score -3.021535e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 200650 members 
Entering Unmasked Estep 
Score: -30215554.000000 Penalty: 6070.337402
	Iteration 14Q: 3 clusters Score -3.021555e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 202285 members 
Entering Unmasked Estep 
Score: -30215622.000000 Penalty: 6070.337402
	Iteration 15Q: 3 clusters Score -3.021562e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 203535 members 
Entering Unmasked Estep 
Score: -30215540.000000 Penalty: 6070.337402
	Iteration 16Q: 3 clusters Score -3.021554e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 204416 members 
Entering Unmasked Estep 
Score: -30215284.000000 Penalty: 6070.337402
	Iteration 17Q: 3 clusters Score -3.021528e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 205046 members 
Entering Unmasked Estep 
Score: -30215044.000000 Penalty: 6070.337402
	Iteration 18Q: 3 clusters Score -3.021504e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 205467 members 
Entering Unmasked Estep 
Score: -30214952.000000 Penalty: 6070.337402
	Iteration 19Q: 3 clusters Score -3.021495e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 205707 members 
Entering Unmasked Estep 
Score: -30214896.000000 Penalty: 6070.337402
	Iteration 20F: 3 clusters Score -3.02149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 205873 members 
Entering Unmasked Estep 
Score: -30214828.000000 Penalty: 6070.337402
	Iteration 21Q: 3 clusters Score -3.021483e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 205969 members 
Entering Unmasked Estep 
Score: -30214796.000000 Penalty: 6070.337402
	Iteration 22Q: 3 clusters Score -3.02148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 206026 members 
Entering Unmasked Estep 
Score: -30214764.000000 Penalty: 6070.337402
	Iteration 23Q: 3 clusters Score -3.021476e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -30214776.000000 Penalty: 6070.337402
	Iteration 24Q: 3 clusters Score -3.021478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 206102 members 
Entering Unmasked Estep 
Score: -30214792.000000 Penalty: 6070.337402
	Iteration 25Q: 3 clusters Score -3.021479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 206130 members 
Entering Unmasked Estep 
Score: -30214774.000000 Penalty: 6070.337402
	Iteration 26Q: 3 clusters Score -3.021477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 206144 members 
Entering Unmasked Estep 
Score: -30214778.000000 Penalty: 6070.337402
	Iteration 27Q: 3 clusters Score -3.021478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -30214788.000000 Penalty: 6070.337402
	Iteration 28Q: 3 clusters Score -3.021479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -30214802.000000 Penalty: 6070.337402
	Iteration 29Q: 3 clusters Score -3.02148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 206163 members 
Entering Unmasked Estep 
Score: -30214768.000000 Penalty: 6070.337402
	Iteration 30Q: 3 clusters Score -3.021477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -30214780.000000 Penalty: 6070.337402
	Iteration 31Q: 3 clusters Score -3.021478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -30214790.000000 Penalty: 6070.337402
	Iteration 32Q: 3 clusters Score -3.021479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 206166 members 
Entering Unmasked Estep 
Score: -30214778.000000 Penalty: 6070.337402
	Iteration 33Q: 3 clusters Score -3.021478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 206167 members 
Entering Unmasked Estep 
Score: -30214778.000000 Penalty: 6070.337402
	Iteration 34Q: 3 clusters Score -3.021478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 206169 members 
Entering Unmasked Estep 
Score: -30214762.000000 Penalty: 6070.337402
	Iteration 35Q: 3 clusters Score -3.021476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 206169 members 
Entering Unmasked Estep 
Score: -30214780.000000 Penalty: 6070.337402
	Iteration 36Q: 3 clusters Score -3.021478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 206170 members 
Entering Unmasked Estep 
Score: -30214782.000000 Penalty: 6070.337402
	Iteration 37Q: 3 clusters Score -3.021478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -30214782.000000 Penalty: 6070.337402
	Iteration 38Q: 3 clusters Score -3.021478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 206173 members 
Entering Unmasked Estep 
Score: -30214776.000000 Penalty: 6070.337402
	Iteration 39Q: 3 clusters Score -3.021478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -30214796.000000 Penalty: 6070.337402
	Iteration 40F: 3 clusters Score -3.02148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 206178 members 
Entering Unmasked Estep 
Score: -30214794.000000 Penalty: 6070.337402
	Iteration 41Q: 3 clusters Score -3.021479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 206180 members 
Entering Unmasked Estep 
Score: -30214800.000000 Penalty: 6070.337402
	Iteration 42Q: 3 clusters Score -3.02148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 206183 members 
Entering Unmasked Estep 
Score: -30214794.000000 Penalty: 6070.337402
	Iteration 43Q: 3 clusters Score -3.021479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 206186 members 
Entering Unmasked Estep 
Score: -30214782.000000 Penalty: 6070.337402
	Iteration 44Q: 3 clusters Score -3.021478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206189 members 
Entering Unmasked Estep 
Score: -30214798.000000 Penalty: 6070.337402
	Iteration 45Q: 3 clusters Score -3.02148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 206190 members 
Entering Unmasked Estep 
Score: -30214798.000000 Penalty: 6070.337402
	Iteration 46Q: 3 clusters Score -3.02148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 206191 members 
Entering Unmasked Estep 
Score: -30214786.000000 Penalty: 6070.337402
	Iteration 47Q: 3 clusters Score -3.021479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -30214794.000000 Penalty: 6070.337402
	Iteration 48Q: 3 clusters Score -3.021479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -30214794.000000 Penalty: 6070.337402
	Iteration 49F: 3 clusters Score -3.021479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -602884.187500 Penalty: 2068.669922
	Iteration 0F: 2 clusters Score -602884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -598821.687500 Penalty: 4137.339844
	Iteration 0F: 3 clusters Score -598821.7 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -599732.875000 Penalty: 4137.339844
	Iteration 1F: 3 clusters Score -599732.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -599924.812500 Penalty: 4137.339844
	Iteration 2F: 3 clusters Score -599924.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -600028.500000 Penalty: 4137.339844
	Iteration 3Q: 3 clusters Score -600028.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -600093.687500 Penalty: 4137.339844
	Iteration 4Q: 3 clusters Score -600093.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -600155.250000 Penalty: 4137.339844
	Iteration 5Q: 3 clusters Score -600155.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -600185.375000 Penalty: 4137.339844
	Iteration 6Q: 3 clusters Score -600185.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -600211.437500 Penalty: 4137.339844
	Iteration 7Q: 3 clusters Score -600211.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -600234.250000 Penalty: 4137.339844
	Iteration 8Q: 3 clusters Score -600234.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -600255.562500 Penalty: 4137.339844
	Iteration 9Q: 3 clusters Score -600255.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -600273.750000 Penalty: 4137.339844
	Iteration 10Q: 3 clusters Score -600273.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -600283.375000 Penalty: 4137.339844
	Iteration 11Q: 3 clusters Score -600283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -600291.562500 Penalty: 4137.339844
	Iteration 12Q: 3 clusters Score -600291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -600297.562500 Penalty: 4137.339844
	Iteration 13Q: 3 clusters Score -600297.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600308.000000 Penalty: 4137.339844
	Iteration 14Q: 3 clusters Score -600308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600316.500000 Penalty: 4137.339844
	Iteration 15Q: 3 clusters Score -600316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -600324.750000 Penalty: 4137.339844
	Iteration 16Q: 3 clusters Score -600324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -600332.812500 Penalty: 4137.339844
	Iteration 17Q: 3 clusters Score -600332.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -600339.125000 Penalty: 4137.339844
	Iteration 18Q: 3 clusters Score -600339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -600344.937500 Penalty: 4137.339844
	Iteration 19Q: 3 clusters Score -600344.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -600349.125000 Penalty: 4137.339844
	Iteration 20F: 3 clusters Score -600349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -600354.562500 Penalty: 4137.339844
	Iteration 21Q: 3 clusters Score -600354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -600359.812500 Penalty: 4137.339844
	Iteration 22Q: 3 clusters Score -600359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -600362.625000 Penalty: 4137.339844
	Iteration 23Q: 3 clusters Score -600362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -600363.250000 Penalty: 4137.339844
	Iteration 24Q: 3 clusters Score -600363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -600364.187500 Penalty: 4137.339844
	Iteration 25Q: 3 clusters Score -600364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -600364.125000 Penalty: 4137.339844
	Iteration 26Q: 3 clusters Score -600364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -600365.312500 Penalty: 4137.339844
	Iteration 27Q: 3 clusters Score -600365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -600367.187500 Penalty: 4137.339844
	Iteration 28Q: 3 clusters Score -600367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -600366.687500 Penalty: 4137.339844
	Iteration 29Q: 3 clusters Score -600366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -600368.250000 Penalty: 4137.339844
	Iteration 30Q: 3 clusters Score -600368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -600370.062500 Penalty: 4137.339844
	Iteration 31Q: 3 clusters Score -600370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -600373.625000 Penalty: 4137.339844
	Iteration 32Q: 3 clusters Score -600373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -600378.500000 Penalty: 4137.339844
	Iteration 33Q: 3 clusters Score -600378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -600380.687500 Penalty: 4137.339844
	Iteration 34Q: 3 clusters Score -600380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -600382.312500 Penalty: 4137.339844
	Iteration 35Q: 3 clusters Score -600382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -600385.562500 Penalty: 4137.339844
	Iteration 36Q: 3 clusters Score -600385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -600385.125000 Penalty: 4137.339844
	Iteration 37Q: 3 clusters Score -600385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -600385.125000 Penalty: 4137.339844
	Iteration 38F: 3 clusters Score -600385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -109802.265625 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -109802.3 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 393 members 
Entering Unmasked Estep 
Score: -108029.531250 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -108029.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108297.507812 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -108297.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108488.445312 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -108488.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108631.445312 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -108631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108762.726562 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -108762.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108891.601562 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -108891.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109088.601562 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -109088.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109307.156250 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -109307.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109404.000000 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -109404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109421.476562 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -109421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109439.515625 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -109439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109447.335938 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -109447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109452.671875 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -109452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109454.406250 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -109454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109456.953125 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -109457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109456.953125 Penalty: 3318.041016
	Iteration 15F: 3 clusters Score -109457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1629075.625000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1629076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1619861.500000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1619862 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1622881.125000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1622881 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1623365.625000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1623366 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1623752.875000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1623753 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1624065.375000 Penalty: 4676.103027
	Iteration 4F: 3 clusters Score -1624065 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1624353.250000 Penalty: 4676.103027
	Iteration 5Q: 3 clusters Score -1624353 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1624681.125000 Penalty: 4676.103027
	Iteration 6Q: 3 clusters Score -1624681 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1625014.875000 Penalty: 4676.103027
	Iteration 7Q: 3 clusters Score -1625015 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1625314.875000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1625315 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1625572.125000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1625572 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1625781.500000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1625782 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1625988.500000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1625988 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1626158.875000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1626159 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1626335.250000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1626335 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1626466.500000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1626466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1626579.625000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1626580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1626678.125000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1626678 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1626773.750000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1626774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1626858.875000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1626859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1626920.500000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1626920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1626978.125000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1626978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1627030.125000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1627030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1627076.125000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1627076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1627115.250000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1627115 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1627150.875000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1627151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1627177.875000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1627178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1627200.500000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1627200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1627222.125000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1627222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1627234.125000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1627234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1627243.875000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1627244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1627252.375000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1627252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1627260.500000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1627260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1627267.750000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1627268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1627279.750000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1627280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1627287.500000 Penalty: 4676.103027
	Iteration 34Q: 3 clusters Score -1627288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1627301.125000 Penalty: 4676.103027
	Iteration 35Q: 3 clusters Score -1627301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1627316.500000 Penalty: 4676.103027
	Iteration 36Q: 3 clusters Score -1627316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1627327.500000 Penalty: 4676.103027
	Iteration 37Q: 3 clusters Score -1627328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1627332.375000 Penalty: 4676.103027
	Iteration 38Q: 3 clusters Score -1627332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1627341.375000 Penalty: 4676.103027
	Iteration 39Q: 3 clusters Score -1627341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1627346.375000 Penalty: 4676.103027
	Iteration 40F: 3 clusters Score -1627346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1627345.125000 Penalty: 4676.103027
	Iteration 41Q: 3 clusters Score -1627345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1627353.125000 Penalty: 4676.103027
	Iteration 42Q: 3 clusters Score -1627353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1627360.125000 Penalty: 4676.103027
	Iteration 43Q: 3 clusters Score -1627360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1627363.250000 Penalty: 4676.103027
	Iteration 44Q: 3 clusters Score -1627363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1627367.750000 Penalty: 4676.103027
	Iteration 45Q: 3 clusters Score -1627368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1627374.375000 Penalty: 4676.103027
	Iteration 46Q: 3 clusters Score -1627374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1627383.000000 Penalty: 4676.103027
	Iteration 47Q: 3 clusters Score -1627383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1627391.000000 Penalty: 4676.103027
	Iteration 48Q: 3 clusters Score -1627391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1627403.875000 Penalty: 4676.103027
	Iteration 49Q: 3 clusters Score -1627404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1627407.000000 Penalty: 4676.103027
	Iteration 50Q: 3 clusters Score -1627407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1627415.375000 Penalty: 4676.103027
	Iteration 51Q: 3 clusters Score -1627415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1627419.875000 Penalty: 4676.103027
	Iteration 52Q: 3 clusters Score -1627420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1627420.750000 Penalty: 4676.103027
	Iteration 53Q: 3 clusters Score -1627421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1627431.000000 Penalty: 4676.103027
	Iteration 54Q: 3 clusters Score -1627431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1627441.125000 Penalty: 4676.103027
	Iteration 55Q: 3 clusters Score -1627441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1627439.625000 Penalty: 4676.103027
	Iteration 56Q: 3 clusters Score -1627440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1627445.500000 Penalty: 4676.103027
	Iteration 57Q: 3 clusters Score -1627446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1627447.000000 Penalty: 4676.103027
	Iteration 58Q: 3 clusters Score -1627447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1627449.375000 Penalty: 4676.103027
	Iteration 59Q: 3 clusters Score -1627449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1627450.250000 Penalty: 4676.103027
	Iteration 60F: 3 clusters Score -1627450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1627453.375000 Penalty: 4676.103027
	Iteration 61Q: 3 clusters Score -1627453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1627455.125000 Penalty: 4676.103027
	Iteration 62Q: 3 clusters Score -1627455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1627457.000000 Penalty: 4676.103027
	Iteration 63Q: 3 clusters Score -1627457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1627455.500000 Penalty: 4676.103027
	Iteration 64Q: 3 clusters Score -1627456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1627455.875000 Penalty: 4676.103027
	Iteration 65Q: 3 clusters Score -1627456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1627459.875000 Penalty: 4676.103027
	Iteration 66Q: 3 clusters Score -1627460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1627461.750000 Penalty: 4676.103027
	Iteration 67Q: 3 clusters Score -1627462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1627464.000000 Penalty: 4676.103027
	Iteration 68Q: 3 clusters Score -1627464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1627472.375000 Penalty: 4676.103027
	Iteration 69Q: 3 clusters Score -1627472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1627472.250000 Penalty: 4676.103027
	Iteration 70Q: 3 clusters Score -1627472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1627476.250000 Penalty: 4676.103027
	Iteration 71Q: 3 clusters Score -1627476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1627481.500000 Penalty: 4676.103027
	Iteration 72Q: 3 clusters Score -1627482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1627487.625000 Penalty: 4676.103027
	Iteration 73Q: 3 clusters Score -1627488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1627495.875000 Penalty: 4676.103027
	Iteration 74Q: 3 clusters Score -1627496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1627492.500000 Penalty: 4676.103027
	Iteration 75Q: 3 clusters Score -1627492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1627492.125000 Penalty: 4676.103027
	Iteration 76Q: 3 clusters Score -1627492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1627494.750000 Penalty: 4676.103027
	Iteration 77Q: 3 clusters Score -1627495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1627495.875000 Penalty: 4676.103027
	Iteration 78Q: 3 clusters Score -1627496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1627498.750000 Penalty: 4676.103027
	Iteration 79Q: 3 clusters Score -1627499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1627501.250000 Penalty: 4676.103027
	Iteration 80F: 3 clusters Score -1627501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1627501.000000 Penalty: 4676.103027
	Iteration 81Q: 3 clusters Score -1627501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1627503.250000 Penalty: 4676.103027
	Iteration 82Q: 3 clusters Score -1627503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1627502.625000 Penalty: 4676.103027
	Iteration 83Q: 3 clusters Score -1627503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1627503.750000 Penalty: 4676.103027
	Iteration 84Q: 3 clusters Score -1627504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1627505.500000 Penalty: 4676.103027
	Iteration 85Q: 3 clusters Score -1627506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1627504.500000 Penalty: 4676.103027
	Iteration 86Q: 3 clusters Score -1627504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1627504.250000 Penalty: 4676.103027
	Iteration 87Q: 3 clusters Score -1627504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1627506.500000 Penalty: 4676.103027
	Iteration 88Q: 3 clusters Score -1627506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1627506.375000 Penalty: 4676.103027
	Iteration 89Q: 3 clusters Score -1627506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1627506.125000 Penalty: 4676.103027
	Iteration 90Q: 3 clusters Score -1627506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1627507.375000 Penalty: 4676.103027
	Iteration 91Q: 3 clusters Score -1627507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1627512.000000 Penalty: 4676.103027
	Iteration 92Q: 3 clusters Score -1627512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1627512.750000 Penalty: 4676.103027
	Iteration 93Q: 3 clusters Score -1627513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1627514.750000 Penalty: 4676.103027
	Iteration 94Q: 3 clusters Score -1627515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1627516.875000 Penalty: 4676.103027
	Iteration 95Q: 3 clusters Score -1627517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1627516.500000 Penalty: 4676.103027
	Iteration 96Q: 3 clusters Score -1627516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1627520.500000 Penalty: 4676.103027
	Iteration 97Q: 3 clusters Score -1627520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1627520.250000 Penalty: 4676.103027
	Iteration 98Q: 3 clusters Score -1627520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1627522.000000 Penalty: 4676.103027
	Iteration 99Q: 3 clusters Score -1627522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1627521.875000 Penalty: 4676.103027
	Iteration 100F: 3 clusters Score -1627522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1627521.625000 Penalty: 4676.103027
	Iteration 101Q: 3 clusters Score -1627522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1627521.625000 Penalty: 4676.103027
	Iteration 102F: 3 clusters Score -1627522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33874.167969 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33874.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32620.693359 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32620.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32821.257812 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32821.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32858.046875 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -32858.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32888.550781 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -32888.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32902.925781 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -32902.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32921.156250 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -32921.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32929.390625 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -32929.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32935.984375 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -32935.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32941.785156 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -32941.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32974.054688 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -32974.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33006.890625 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33006.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33029.531250 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33029.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33051.675781 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33051.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33075.464844 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33075.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33098.691406 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33098.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33113.121094 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33113.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33115.613281 Penalty: 2829.076172
	Iteration 16Q: 3 clusters Score -33115.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33118.871094 Penalty: 2829.076172
	Iteration 17Q: 3 clusters Score -33118.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33118.871094 Penalty: 2829.076172
	Iteration 18F: 3 clusters Score -33118.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61377.500000 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61377.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61595.324219 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61595.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61668.226562 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61668.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61699.300781 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61720.496094 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61746.769531 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61746.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61766.515625 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61766.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61773.648438 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61773.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61775.179688 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61775.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61775.179688 Penalty: 3060.126709
	Iteration 9F: 3 clusters Score -61775.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55904.265625 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55904.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56090.320312 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56090.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56237.671875 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -56237.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56363.066406 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -56363.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56423.867188 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56423.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56459.312500 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -56459.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56505.656250 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -56505.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56534.125000 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -56534.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56566.441406 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -56566.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56609.867188 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -56609.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56670.277344 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -56670.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56813.078125 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -56813.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56835.957031 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -56835.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56851.250000 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -56851.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56851.250000 Penalty: 3020.166260
	Iteration 14F: 3 clusters Score -56851.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -8931292.000000 Penalty: 2729.778320
	Iteration 0F: 2 clusters Score -8931292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -8890761.000000 Penalty: 5459.556641
	Iteration 0F: 3 clusters Score -8890761 nChanged 28087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -8906398.000000 Penalty: 5459.556641
	Iteration 1F: 3 clusters Score -8906398 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -8906994.000000 Penalty: 5459.556641
	Iteration 2Q: 3 clusters Score -8906994 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -8907427.000000 Penalty: 5459.556641
	Iteration 3Q: 3 clusters Score -8907427 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -8907875.000000 Penalty: 5459.556641
	Iteration 4Q: 3 clusters Score -8907875 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -8908382.000000 Penalty: 5459.556641
	Iteration 5Q: 3 clusters Score -8908382 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -8908964.000000 Penalty: 5459.556641
	Iteration 6Q: 3 clusters Score -8908964 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8909593.000000 Penalty: 5459.556641
	Iteration 7Q: 3 clusters Score -8909593 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -8910511.000000 Penalty: 5459.556641
	Iteration 8Q: 3 clusters Score -8910511 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8911690.000000 Penalty: 5459.556641
	Iteration 9Q: 3 clusters Score -8911690 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8913374.000000 Penalty: 5459.556641
	Iteration 10Q: 3 clusters Score -8913374 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8915499.000000 Penalty: 5459.556641
	Iteration 11F: 3 clusters Score -8915499 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8917845.000000 Penalty: 5459.556641
	Iteration 12F: 3 clusters Score -8917845 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8920082.000000 Penalty: 5459.556641
	Iteration 13Q: 3 clusters Score -8920082 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -8921606.000000 Penalty: 5459.556641
	Iteration 14Q: 3 clusters Score -8921606 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -8922653.000000 Penalty: 5459.556641
	Iteration 15Q: 3 clusters Score -8922653 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -8923456.000000 Penalty: 5459.556641
	Iteration 16Q: 3 clusters Score -8923456 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -8924155.000000 Penalty: 5459.556641
	Iteration 17Q: 3 clusters Score -8924155 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -8924824.000000 Penalty: 5459.556641
	Iteration 18Q: 3 clusters Score -8924824 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -8925568.000000 Penalty: 5459.556641
	Iteration 19Q: 3 clusters Score -8925568 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -8926252.000000 Penalty: 5459.556641
	Iteration 20F: 3 clusters Score -8926252 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -8927007.000000 Penalty: 5459.556641
	Iteration 21Q: 3 clusters Score -8927007 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -8927696.000000 Penalty: 5459.556641
	Iteration 22Q: 3 clusters Score -8927696 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -8928218.000000 Penalty: 5459.556641
	Iteration 23Q: 3 clusters Score -8928218 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -8928627.000000 Penalty: 5459.556641
	Iteration 24Q: 3 clusters Score -8928627 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -8929001.000000 Penalty: 5459.556641
	Iteration 25Q: 3 clusters Score -8929001 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8929282.000000 Penalty: 5459.556641
	Iteration 26Q: 3 clusters Score -8929282 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -8929509.000000 Penalty: 5459.556641
	Iteration 27Q: 3 clusters Score -8929509 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -8929642.000000 Penalty: 5459.556641
	Iteration 28Q: 3 clusters Score -8929642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -8929737.000000 Penalty: 5459.556641
	Iteration 29Q: 3 clusters Score -8929737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -8929825.000000 Penalty: 5459.556641
	Iteration 30Q: 3 clusters Score -8929825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -8929848.000000 Penalty: 5459.556641
	Iteration 31Q: 3 clusters Score -8929848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -8929877.000000 Penalty: 5459.556641
	Iteration 32Q: 3 clusters Score -8929877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -8929923.000000 Penalty: 5459.556641
	Iteration 33Q: 3 clusters Score -8929923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -8929932.000000 Penalty: 5459.556641
	Iteration 34Q: 3 clusters Score -8929932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -8929958.000000 Penalty: 5459.556641
	Iteration 35Q: 3 clusters Score -8929958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -8929972.000000 Penalty: 5459.556641
	Iteration 36Q: 3 clusters Score -8929972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -8929970.000000 Penalty: 5459.556641
	Iteration 37Q: 3 clusters Score -8929970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -8929969.000000 Penalty: 5459.556641
	Iteration 38Q: 3 clusters Score -8929969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -8929987.000000 Penalty: 5459.556641
	Iteration 39Q: 3 clusters Score -8929987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8929994.000000 Penalty: 5459.556641
	Iteration 40F: 3 clusters Score -8929994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8930013.000000 Penalty: 5459.556641
	Iteration 41Q: 3 clusters Score -8930013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -8930015.000000 Penalty: 5459.556641
	Iteration 42Q: 3 clusters Score -8930015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8930013.000000 Penalty: 5459.556641
	Iteration 43Q: 3 clusters Score -8930013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8930011.000000 Penalty: 5459.556641
	Iteration 44Q: 3 clusters Score -8930011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -8930008.000000 Penalty: 5459.556641
	Iteration 45Q: 3 clusters Score -8930008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -8930008.000000 Penalty: 5459.556641
	Iteration 46Q: 3 clusters Score -8930008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -8930005.000000 Penalty: 5459.556641
	Iteration 47Q: 3 clusters Score -8930005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -8930005.000000 Penalty: 5459.556641
	Iteration 48Q: 3 clusters Score -8930005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -8930005.000000 Penalty: 5459.556641
	Iteration 49F: 3 clusters Score -8930005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -20147.904297 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -20147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19161.554688 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -19161.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19277.064453 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -19277.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19293.126953 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -19293.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19318.128906 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -19318.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19318.128906 Penalty: 2547.355957
	Iteration 4F: 3 clusters Score -19318.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29747 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 22378 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41885 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25753 members 
Mstep: Class 18 contains 61150 members 
Mstep: Class 19 contains 18477 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 158919 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206609 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60305 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966304.000000 Penalty: 108851.484375
Iteration 359Q: 33 clusters Score -1.289663e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 22295 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41887 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 18 contains 61190 members 
Mstep: Class 19 contains 18571 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158867 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206605 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60309 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966352.000000 Penalty: 108851.484375
Iteration 360F: 33 clusters Score -1.289664e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39660 members 
Mstep: Class 8 contains 22223 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41890 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61214 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 158818 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206611 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60312 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966336.000000 Penalty: 108851.484375
Iteration 361Q: 33 clusters Score -1.289663e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41899 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61247 members 
Mstep: Class 19 contains 18727 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206601 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60314 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966312.000000 Penalty: 108851.484375
Iteration 362Q: 33 clusters Score -1.289663e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29751 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 22071 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41901 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61285 members 
Mstep: Class 19 contains 18841 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 158723 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206583 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60315 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966256.000000 Penalty: 108851.484375
Iteration 363Q: 33 clusters Score -1.289663e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29752 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 21980 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 41903 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61320 members 
Mstep: Class 19 contains 18959 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 158674 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206566 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60322 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966288.000000 Penalty: 108851.484375
Iteration 364Q: 33 clusters Score -1.289663e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39662 members 
Mstep: Class 8 contains 21890 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 41909 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61360 members 
Mstep: Class 19 contains 19073 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158615 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206555 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60328 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966112.000000 Penalty: 108851.484375
Iteration 365Q: 33 clusters Score -1.289661e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 41906 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61402 members 
Mstep: Class 19 contains 19172 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158561 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206548 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60328 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 108851.484375
Iteration 366Q: 33 clusters Score -1.289663e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 21730 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 41907 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61436 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158514 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206538 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60333 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 108851.484375
Iteration 367Q: 33 clusters Score -1.289663e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29745 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 44361 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61475 members 
Mstep: Class 19 contains 19372 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158470 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206523 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12427 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60334 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966288.000000 Penalty: 108851.484375
Iteration 368Q: 33 clusters Score -1.289663e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29744 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 21561 members 
Mstep: Class 9 contains 44358 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37671 members 
Mstep: Class 12 contains 41920 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61501 members 
Mstep: Class 19 contains 19470 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 158416 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206526 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60340 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966320.000000 Penalty: 108851.484375
Iteration 369Q: 33 clusters Score -1.289663e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29748 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 21490 members 
Mstep: Class 9 contains 44355 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41923 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25756 members 
Mstep: Class 18 contains 61521 members 
Mstep: Class 19 contains 19554 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 158376 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206524 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60346 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 108851.484375
Iteration 370Q: 33 clusters Score -1.289663e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29750 members 
Mstep: Class 6 contains 28972 members 
Mstep: Class 7 contains 39667 members 
Mstep: Class 8 contains 21418 members 
Mstep: Class 9 contains 44349 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37669 members 
Mstep: Class 12 contains 41925 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25756 members 
Mstep: Class 18 contains 61546 members 
Mstep: Class 19 contains 19647 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 158333 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206516 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12426 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60347 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966456.000000 Penalty: 108851.484375
Iteration 371Q: 33 clusters Score -1.289665e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29751 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39667 members 
Mstep: Class 8 contains 21356 members 
Mstep: Class 9 contains 44348 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37668 members 
Mstep: Class 12 contains 41926 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 61569 members 
Mstep: Class 19 contains 19737 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 158286 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206508 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60350 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 108851.484375
Iteration 372Q: 33 clusters Score -1.289663e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29753 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39663 members 
Mstep: Class 8 contains 21288 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41928 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61595 members 
Mstep: Class 19 contains 19824 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 158244 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206508 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60352 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966416.000000 Penalty: 108851.484375
Iteration 373Q: 33 clusters Score -1.289664e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29757 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 21213 members 
Mstep: Class 9 contains 44342 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37668 members 
Mstep: Class 12 contains 41929 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61612 members 
Mstep: Class 19 contains 19933 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 158185 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206505 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60358 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966512.000000 Penalty: 108851.484375
Iteration 374Q: 33 clusters Score -1.289665e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 39666 members 
Mstep: Class 8 contains 21146 members 
Mstep: Class 9 contains 44337 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37668 members 
Mstep: Class 12 contains 41933 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61635 members 
Mstep: Class 19 contains 20021 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 158132 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206511 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60359 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966376.000000 Penalty: 108851.484375
Iteration 375Q: 33 clusters Score -1.289664e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 21088 members 
Mstep: Class 9 contains 44332 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37671 members 
Mstep: Class 12 contains 41936 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61659 members 
Mstep: Class 19 contains 20107 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 158085 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206506 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60361 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966408.000000 Penalty: 108851.484375
Iteration 376Q: 33 clusters Score -1.289664e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29761 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 44334 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 41938 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61686 members 
Mstep: Class 19 contains 20198 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 158030 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206501 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60367 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966448.000000 Penalty: 108851.484375
Iteration 377Q: 33 clusters Score -1.289664e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29765 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 39666 members 
Mstep: Class 8 contains 20928 members 
Mstep: Class 9 contains 44334 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37672 members 
Mstep: Class 12 contains 41941 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61712 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 157977 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206494 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60371 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966648.000000 Penalty: 108851.484375
Iteration 378Q: 33 clusters Score -1.289666e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 39666 members 
Mstep: Class 8 contains 20827 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 41946 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61738 members 
Mstep: Class 19 contains 20419 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 157917 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206518 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60375 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966488.000000 Penalty: 108851.484375
Iteration 379Q: 33 clusters Score -1.289665e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29758 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39667 members 
Mstep: Class 8 contains 20732 members 
Mstep: Class 9 contains 44326 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41948 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61775 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 157856 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206513 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60382 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966440.000000 Penalty: 108851.484375
Iteration 380F: 33 clusters Score -1.289664e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39669 members 
Mstep: Class 8 contains 20624 members 
Mstep: Class 9 contains 44328 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37675 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61806 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 157773 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206527 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60387 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966520.000000 Penalty: 108851.484375
Iteration 381Q: 33 clusters Score -1.289665e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39668 members 
Mstep: Class 8 contains 20521 members 
Mstep: Class 9 contains 44328 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37679 members 
Mstep: Class 12 contains 41960 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61857 members 
Mstep: Class 19 contains 20792 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 157679 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206534 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60390 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966608.000000 Penalty: 108851.484375
Iteration 382Q: 33 clusters Score -1.289666e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29768 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39668 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 44324 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37676 members 
Mstep: Class 12 contains 41964 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 61897 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 157603 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206545 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60394 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 108851.484375
Iteration 383Q: 33 clusters Score -1.289667e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29774 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39672 members 
Mstep: Class 8 contains 20290 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 41964 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 18 contains 61939 members 
Mstep: Class 19 contains 21066 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 157538 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206551 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60389 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 108851.484375
Iteration 384Q: 33 clusters Score -1.289667e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29784 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39672 members 
Mstep: Class 8 contains 20182 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 41966 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 61966 members 
Mstep: Class 19 contains 21191 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 157476 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206567 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60387 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966696.000000 Penalty: 108851.484375
Iteration 385Q: 33 clusters Score -1.289667e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39675 members 
Mstep: Class 8 contains 20062 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62001 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 157404 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206586 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60380 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 108851.484375
Iteration 386Q: 33 clusters Score -1.289667e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29790 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39673 members 
Mstep: Class 8 contains 19956 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37667 members 
Mstep: Class 12 contains 41987 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62030 members 
Mstep: Class 19 contains 21456 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 157344 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206575 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60380 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966744.000000 Penalty: 108851.484375
Iteration 387Q: 33 clusters Score -1.289667e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29793 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39669 members 
Mstep: Class 8 contains 19858 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 41999 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62057 members 
Mstep: Class 19 contains 21579 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 157304 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206558 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60379 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966760.000000 Penalty: 108851.484375
Iteration 388Q: 33 clusters Score -1.289668e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29795 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39670 members 
Mstep: Class 8 contains 19748 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 42010 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62081 members 
Mstep: Class 19 contains 21706 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 157234 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206572 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60383 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966776.000000 Penalty: 108851.484375
Iteration 389Q: 33 clusters Score -1.289668e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29796 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39671 members 
Mstep: Class 8 contains 19637 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37657 members 
Mstep: Class 12 contains 42022 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62104 members 
Mstep: Class 19 contains 21842 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 157172 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206574 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60382 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 108851.484375
Iteration 390Q: 33 clusters Score -1.289667e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29795 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39669 members 
Mstep: Class 8 contains 19526 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37658 members 
Mstep: Class 12 contains 42030 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 62127 members 
Mstep: Class 19 contains 21989 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 157105 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206574 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60383 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966592.000000 Penalty: 108851.484375
Iteration 391Q: 33 clusters Score -1.289666e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29795 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39667 members 
Mstep: Class 8 contains 19401 members 
Mstep: Class 9 contains 44310 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37654 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62156 members 
Mstep: Class 19 contains 22143 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 157044 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206576 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60384 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966752.000000 Penalty: 108851.484375
Iteration 392Q: 33 clusters Score -1.289668e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 19240 members 
Mstep: Class 9 contains 44303 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37652 members 
Mstep: Class 12 contains 42039 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 62188 members 
Mstep: Class 19 contains 22331 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 156994 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206570 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60383 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966752.000000 Penalty: 108851.484375
Iteration 393Q: 33 clusters Score -1.289668e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29800 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39661 members 
Mstep: Class 8 contains 19096 members 
Mstep: Class 9 contains 44300 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37652 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 62222 members 
Mstep: Class 19 contains 22507 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 156939 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206562 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60378 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966672.000000 Penalty: 108851.484375
Iteration 394Q: 33 clusters Score -1.289667e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39654 members 
Mstep: Class 8 contains 18955 members 
Mstep: Class 9 contains 44298 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37646 members 
Mstep: Class 12 contains 42057 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 62249 members 
Mstep: Class 19 contains 22680 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 156879 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206569 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60373 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966888.000000 Penalty: 108851.484375
Iteration 395Q: 33 clusters Score -1.289669e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29802 members 
Mstep: Class 6 contains 28970 members 
Mstep: Class 7 contains 39655 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 44298 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37644 members 
Mstep: Class 12 contains 42064 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62285 members 
Mstep: Class 19 contains 22849 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 156821 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206555 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60365 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966880.000000 Penalty: 108851.484375
Iteration 396Q: 33 clusters Score -1.289669e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29804 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39654 members 
Mstep: Class 8 contains 18660 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37642 members 
Mstep: Class 12 contains 42070 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62323 members 
Mstep: Class 19 contains 23041 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 156760 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206547 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60361 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967056.000000 Penalty: 108851.484375
Iteration 397Q: 33 clusters Score -1.289671e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29806 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39652 members 
Mstep: Class 8 contains 18501 members 
Mstep: Class 9 contains 44296 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37639 members 
Mstep: Class 12 contains 42080 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62361 members 
Mstep: Class 19 contains 23219 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 156694 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206559 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60350 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967072.000000 Penalty: 108851.484375
Iteration 398Q: 33 clusters Score -1.289671e+08 nChanged 346
Entering ConstructFrom: 
Score: -128967072.000000 Penalty: 108851.484375
Entering ConstructFrom: 
Trying to split cluster 1 (22563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Entering Unmasked Estep 
Score: -3204222.000000 Penalty: 2485.968506
	Iteration 0F: 2 clusters Score -3204222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3188403.750000 Penalty: 4971.937012
	Iteration 0F: 3 clusters Score -3188404 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3193785.750000 Penalty: 4971.937012
	Iteration 1F: 3 clusters Score -3193786 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3194222.500000 Penalty: 4971.937012
	Iteration 2F: 3 clusters Score -3194222 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3194602.000000 Penalty: 4971.937012
	Iteration 3Q: 3 clusters Score -3194602 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3194989.000000 Penalty: 4971.937012
	Iteration 4Q: 3 clusters Score -3194989 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3195426.500000 Penalty: 4971.937012
	Iteration 5Q: 3 clusters Score -3195426 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3195953.250000 Penalty: 4971.937012
	Iteration 6Q: 3 clusters Score -3195953 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3196586.750000 Penalty: 4971.937012
	Iteration 7Q: 3 clusters Score -3196587 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3197382.000000 Penalty: 4971.937012
	Iteration 8Q: 3 clusters Score -3197382 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3198262.000000 Penalty: 4971.937012
	Iteration 9F: 3 clusters Score -3198262 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3199055.500000 Penalty: 4971.937012
	Iteration 10Q: 3 clusters Score -3199056 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3199705.250000 Penalty: 4971.937012
	Iteration 11Q: 3 clusters Score -3199705 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3200188.750000 Penalty: 4971.937012
	Iteration 12Q: 3 clusters Score -3200189 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3200595.250000 Penalty: 4971.937012
	Iteration 13Q: 3 clusters Score -3200595 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3200987.500000 Penalty: 4971.937012
	Iteration 14Q: 3 clusters Score -3200988 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3201291.750000 Penalty: 4971.937012
	Iteration 15Q: 3 clusters Score -3201292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3201541.000000 Penalty: 4971.937012
	Iteration 16Q: 3 clusters Score -3201541 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3201720.250000 Penalty: 4971.937012
	Iteration 17Q: 3 clusters Score -3201720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3201833.750000 Penalty: 4971.937012
	Iteration 18Q: 3 clusters Score -3201834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3201903.500000 Penalty: 4971.937012
	Iteration 19Q: 3 clusters Score -3201904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3201951.500000 Penalty: 4971.937012
	Iteration 20F: 3 clusters Score -3201952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3201993.750000 Penalty: 4971.937012
	Iteration 21Q: 3 clusters Score -3201994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3202029.500000 Penalty: 4971.937012
	Iteration 22Q: 3 clusters Score -3202030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3202058.750000 Penalty: 4971.937012
	Iteration 23Q: 3 clusters Score -3202059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3202073.500000 Penalty: 4971.937012
	Iteration 24Q: 3 clusters Score -3202074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3202086.500000 Penalty: 4971.937012
	Iteration 25Q: 3 clusters Score -3202086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3202098.250000 Penalty: 4971.937012
	Iteration 26Q: 3 clusters Score -3202098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3202108.750000 Penalty: 4971.937012
	Iteration 27Q: 3 clusters Score -3202109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3202106.750000 Penalty: 4971.937012
	Iteration 28Q: 3 clusters Score -3202107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3202108.750000 Penalty: 4971.937012
	Iteration 29Q: 3 clusters Score -3202109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3202114.500000 Penalty: 4971.937012
	Iteration 30Q: 3 clusters Score -3202114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3202115.750000 Penalty: 4971.937012
	Iteration 31Q: 3 clusters Score -3202116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3202125.000000 Penalty: 4971.937012
	Iteration 32Q: 3 clusters Score -3202125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3202127.250000 Penalty: 4971.937012
	Iteration 33Q: 3 clusters Score -3202127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3202128.250000 Penalty: 4971.937012
	Iteration 34Q: 3 clusters Score -3202128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3202128.250000 Penalty: 4971.937012
	Iteration 35F: 3 clusters Score -3202128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Entering Unmasked Estep 
Score: -5704053.000000 Penalty: 2626.952637
	Iteration 0F: 2 clusters Score -5704053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5677001.000000 Penalty: 5253.905273
	Iteration 0F: 3 clusters Score -5677001 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -5686943.500000 Penalty: 5253.905273
	Iteration 1F: 3 clusters Score -5686944 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5687447.500000 Penalty: 5253.905273
	Iteration 2Q: 3 clusters Score -5687448 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5688102.500000 Penalty: 5253.905273
	Iteration 3Q: 3 clusters Score -5688102 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5688809.000000 Penalty: 5253.905273
	Iteration 4Q: 3 clusters Score -5688809 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5689815.000000 Penalty: 5253.905273
	Iteration 5Q: 3 clusters Score -5689815 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5691197.500000 Penalty: 5253.905273
	Iteration 6F: 3 clusters Score -5691198 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5692874.000000 Penalty: 5253.905273
	Iteration 7F: 3 clusters Score -5692874 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5694480.000000 Penalty: 5253.905273
	Iteration 8F: 3 clusters Score -5694480 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -5695881.000000 Penalty: 5253.905273
	Iteration 9F: 3 clusters Score -5695881 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5697234.500000 Penalty: 5253.905273
	Iteration 10Q: 3 clusters Score -5697234 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5698409.500000 Penalty: 5253.905273
	Iteration 11Q: 3 clusters Score -5698410 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -5699479.500000 Penalty: 5253.905273
	Iteration 12Q: 3 clusters Score -5699480 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5700347.500000 Penalty: 5253.905273
	Iteration 13Q: 3 clusters Score -5700348 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5700859.500000 Penalty: 5253.905273
	Iteration 14Q: 3 clusters Score -5700860 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5701077.000000 Penalty: 5253.905273
	Iteration 15Q: 3 clusters Score -5701077 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5701176.500000 Penalty: 5253.905273
	Iteration 16Q: 3 clusters Score -5701176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5701253.500000 Penalty: 5253.905273
	Iteration 17Q: 3 clusters Score -5701254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -5701273.000000 Penalty: 5253.905273
	Iteration 18Q: 3 clusters Score -5701273 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5701299.000000 Penalty: 5253.905273
	Iteration 19Q: 3 clusters Score -5701299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5701310.000000 Penalty: 5253.905273
	Iteration 20F: 3 clusters Score -5701310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -5701309.000000 Penalty: 5253.905273
	Iteration 21Q: 3 clusters Score -5701309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5701313.500000 Penalty: 5253.905273
	Iteration 22Q: 3 clusters Score -5701314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -5701325.000000 Penalty: 5253.905273
	Iteration 23Q: 3 clusters Score -5701325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5701346.000000 Penalty: 5253.905273
	Iteration 24Q: 3 clusters Score -5701346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5701336.500000 Penalty: 5253.905273
	Iteration 25Q: 3 clusters Score -5701336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -5701345.000000 Penalty: 5253.905273
	Iteration 26Q: 3 clusters Score -5701345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -5701362.000000 Penalty: 5253.905273
	Iteration 27Q: 3 clusters Score -5701362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5701375.500000 Penalty: 5253.905273
	Iteration 28Q: 3 clusters Score -5701376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -5701358.500000 Penalty: 5253.905273
	Iteration 29Q: 3 clusters Score -5701358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5701373.500000 Penalty: 5253.905273
	Iteration 30Q: 3 clusters Score -5701374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -5701364.000000 Penalty: 5253.905273
	Iteration 31Q: 3 clusters Score -5701364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5701355.500000 Penalty: 5253.905273
	Iteration 32Q: 3 clusters Score -5701356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5701361.500000 Penalty: 5253.905273
	Iteration 33Q: 3 clusters Score -5701362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5701370.000000 Penalty: 5253.905273
	Iteration 34Q: 3 clusters Score -5701370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -5701387.500000 Penalty: 5253.905273
	Iteration 35Q: 3 clusters Score -5701388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5701389.000000 Penalty: 5253.905273
	Iteration 36Q: 3 clusters Score -5701389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5701378.500000 Penalty: 5253.905273
	Iteration 37Q: 3 clusters Score -5701378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5701375.000000 Penalty: 5253.905273
	Iteration 38Q: 3 clusters Score -5701375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5701373.500000 Penalty: 5253.905273
	Iteration 39Q: 3 clusters Score -5701374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5701379.500000 Penalty: 5253.905273
	Iteration 40F: 3 clusters Score -5701380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -5701379.500000 Penalty: 5253.905273
	Iteration 41Q: 3 clusters Score -5701380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5701362.000000 Penalty: 5253.905273
	Iteration 42Q: 3 clusters Score -5701362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -5701370.500000 Penalty: 5253.905273
	Iteration 43Q: 3 clusters Score -5701370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5701372.000000 Penalty: 5253.905273
	Iteration 44Q: 3 clusters Score -5701372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5701377.000000 Penalty: 5253.905273
	Iteration 45Q: 3 clusters Score -5701377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -5701361.000000 Penalty: 5253.905273
	Iteration 46Q: 3 clusters Score -5701361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5701364.500000 Penalty: 5253.905273
	Iteration 47Q: 3 clusters Score -5701364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -5701366.000000 Penalty: 5253.905273
	Iteration 48Q: 3 clusters Score -5701366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5701377.000000 Penalty: 5253.905273
	Iteration 49Q: 3 clusters Score -5701377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5701371.500000 Penalty: 5253.905273
	Iteration 50Q: 3 clusters Score -5701372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -5701371.500000 Penalty: 5253.905273
	Iteration 51Q: 3 clusters Score -5701372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5701368.500000 Penalty: 5253.905273
	Iteration 52Q: 3 clusters Score -5701368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5701363.500000 Penalty: 5253.905273
	Iteration 53Q: 3 clusters Score -5701364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5701368.500000 Penalty: 5253.905273
	Iteration 54Q: 3 clusters Score -5701368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5701365.500000 Penalty: 5253.905273
	Iteration 55Q: 3 clusters Score -5701366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5701365.500000 Penalty: 5253.905273
	Iteration 56F: 3 clusters Score -5701366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -371854.593750 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -371854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -368906.687500 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -368906.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -369459.343750 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -369459.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369615.562500 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -369615.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -369706.906250 Penalty: 3890.937744
	Iteration 3Q: 3 clusters Score -369706.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369759.343750 Penalty: 3890.937744
	Iteration 4Q: 3 clusters Score -369759.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369792.406250 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -369792.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -369815.562500 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -369815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -369834.250000 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -369834.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -369851.000000 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -369851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369866.812500 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -369866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369878.750000 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -369878.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -369888.968750 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -369889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -369895.031250 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -369895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -369899.875000 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -369899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -369900.843750 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -369900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -369902.906250 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -369902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -369905.093750 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -369905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -369906.125000 Penalty: 3890.937744
	Iteration 17Q: 3 clusters Score -369906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369906.906250 Penalty: 3890.937744
	Iteration 18Q: 3 clusters Score -369906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -369907.843750 Penalty: 3890.937744
	Iteration 19Q: 3 clusters Score -369907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -369908.718750 Penalty: 3890.937744
	Iteration 20F: 3 clusters Score -369908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -369910.718750 Penalty: 3890.937744
	Iteration 21Q: 3 clusters Score -369910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -369913.281250 Penalty: 3890.937744
	Iteration 22Q: 3 clusters Score -369913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369917.500000 Penalty: 3890.937744
	Iteration 23Q: 3 clusters Score -369917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -369920.218750 Penalty: 3890.937744
	Iteration 24Q: 3 clusters Score -369920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -369925.437500 Penalty: 3890.937744
	Iteration 25Q: 3 clusters Score -369925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -369927.875000 Penalty: 3890.937744
	Iteration 26Q: 3 clusters Score -369927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -369930.062500 Penalty: 3890.937744
	Iteration 27Q: 3 clusters Score -369930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369930.218750 Penalty: 3890.937744
	Iteration 28Q: 3 clusters Score -369930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369930.218750 Penalty: 3890.937744
	Iteration 29F: 3 clusters Score -369930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -957063.562500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -957063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -951276.125000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -951276.1 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -953014.937500 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -953014.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -953584.500000 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -953584.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -954094.812500 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -954094.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -954495.875000 Penalty: 4398.174316
	Iteration 4F: 3 clusters Score -954495.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -954837.750000 Penalty: 4398.174316
	Iteration 5F: 3 clusters Score -954837.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -955120.687500 Penalty: 4398.174316
	Iteration 6F: 3 clusters Score -955120.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -955343.187500 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -955343.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -955559.375000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -955559.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -955770.437500 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -955770.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -955960.500000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -955960.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -956096.625000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -956096.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -956190.187500 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -956190.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -956259.750000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -956259.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -956301.500000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -956301.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -956328.062500 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -956328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -956346.062500 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -956346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -956352.250000 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -956352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -956365.250000 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -956365.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -956373.375000 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -956373.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -956378.625000 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -956378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -956381.125000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -956381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -956383.875000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -956383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -956385.312500 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -956385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -956386.250000 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -956386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -956389.000000 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -956389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -956392.062500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -956392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -956391.812500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -956391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -956393.062500 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -956393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -956393.062500 Penalty: 4398.174316
	Iteration 29F: 3 clusters Score -956393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Entering Unmasked Estep 
Score: -4413840.500000 Penalty: 2555.061279
	Iteration 0F: 2 clusters Score -4413840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4393245.000000 Penalty: 5110.122559
	Iteration 0F: 3 clusters Score -4393245 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4400456.000000 Penalty: 5110.122559
	Iteration 1F: 3 clusters Score -4400456 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4400916.500000 Penalty: 5110.122559
	Iteration 2Q: 3 clusters Score -4400916 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4401415.500000 Penalty: 5110.122559
	Iteration 3Q: 3 clusters Score -4401416 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -4401957.000000 Penalty: 5110.122559
	Iteration 4Q: 3 clusters Score -4401957 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4402663.000000 Penalty: 5110.122559
	Iteration 5Q: 3 clusters Score -4402663 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4403628.000000 Penalty: 5110.122559
	Iteration 6F: 3 clusters Score -4403628 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4404967.500000 Penalty: 5110.122559
	Iteration 7F: 3 clusters Score -4404968 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4406652.500000 Penalty: 5110.122559
	Iteration 8F: 3 clusters Score -4406652 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4408337.000000 Penalty: 5110.122559
	Iteration 9F: 3 clusters Score -4408337 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4409654.500000 Penalty: 5110.122559
	Iteration 10Q: 3 clusters Score -4409654 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4410505.500000 Penalty: 5110.122559
	Iteration 11Q: 3 clusters Score -4410506 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4410968.500000 Penalty: 5110.122559
	Iteration 12Q: 3 clusters Score -4410968 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4411218.000000 Penalty: 5110.122559
	Iteration 13Q: 3 clusters Score -4411218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4411370.500000 Penalty: 5110.122559
	Iteration 14Q: 3 clusters Score -4411370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4411451.000000 Penalty: 5110.122559
	Iteration 15Q: 3 clusters Score -4411451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4411510.000000 Penalty: 5110.122559
	Iteration 16Q: 3 clusters Score -4411510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4411552.500000 Penalty: 5110.122559
	Iteration 17Q: 3 clusters Score -4411552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4411569.500000 Penalty: 5110.122559
	Iteration 18Q: 3 clusters Score -4411570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4411588.500000 Penalty: 5110.122559
	Iteration 19Q: 3 clusters Score -4411588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4411598.000000 Penalty: 5110.122559
	Iteration 20F: 3 clusters Score -4411598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4411610.500000 Penalty: 5110.122559
	Iteration 21Q: 3 clusters Score -4411610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4411617.500000 Penalty: 5110.122559
	Iteration 22Q: 3 clusters Score -4411618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4411626.000000 Penalty: 5110.122559
	Iteration 23Q: 3 clusters Score -4411626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4411630.500000 Penalty: 5110.122559
	Iteration 24Q: 3 clusters Score -4411630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4411631.500000 Penalty: 5110.122559
	Iteration 25Q: 3 clusters Score -4411632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4411631.500000 Penalty: 5110.122559
	Iteration 26Q: 3 clusters Score -4411632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4411631.500000 Penalty: 5110.122559
	Iteration 27F: 3 clusters Score -4411632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Entering Unmasked Estep 
Score: -4198859.500000 Penalty: 2547.947266
	Iteration 0F: 2 clusters Score -4198860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4178921.000000 Penalty: 5095.894531
	Iteration 0F: 3 clusters Score -4178921 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4186070.000000 Penalty: 5095.894531
	Iteration 1F: 3 clusters Score -4186070 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4186507.750000 Penalty: 5095.894531
	Iteration 2Q: 3 clusters Score -4186508 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4186871.250000 Penalty: 5095.894531
	Iteration 3Q: 3 clusters Score -4186871 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4187197.750000 Penalty: 5095.894531
	Iteration 4Q: 3 clusters Score -4187198 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4187523.500000 Penalty: 5095.894531
	Iteration 5Q: 3 clusters Score -4187524 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4187905.750000 Penalty: 5095.894531
	Iteration 6Q: 3 clusters Score -4187906 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4188383.000000 Penalty: 5095.894531
	Iteration 7Q: 3 clusters Score -4188383 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4188960.000000 Penalty: 5095.894531
	Iteration 8Q: 3 clusters Score -4188960 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4189678.250000 Penalty: 5095.894531
	Iteration 9Q: 3 clusters Score -4189678 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4190518.750000 Penalty: 5095.894531
	Iteration 10Q: 3 clusters Score -4190519 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4191372.000000 Penalty: 5095.894531
	Iteration 11Q: 3 clusters Score -4191372 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -4192125.500000 Penalty: 5095.894531
	Iteration 12Q: 3 clusters Score -4192126 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4192755.750000 Penalty: 5095.894531
	Iteration 13Q: 3 clusters Score -4192756 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4193306.750000 Penalty: 5095.894531
	Iteration 14Q: 3 clusters Score -4193307 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4193852.750000 Penalty: 5095.894531
	Iteration 15Q: 3 clusters Score -4193853 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4194303.250000 Penalty: 5095.894531
	Iteration 16Q: 3 clusters Score -4194303 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4194703.500000 Penalty: 5095.894531
	Iteration 17Q: 3 clusters Score -4194704 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4195036.500000 Penalty: 5095.894531
	Iteration 18Q: 3 clusters Score -4195036 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4195270.500000 Penalty: 5095.894531
	Iteration 19Q: 3 clusters Score -4195270 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4195416.000000 Penalty: 5095.894531
	Iteration 20F: 3 clusters Score -4195416 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4195539.500000 Penalty: 5095.894531
	Iteration 21Q: 3 clusters Score -4195540 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4195633.500000 Penalty: 5095.894531
	Iteration 22Q: 3 clusters Score -4195634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4195696.500000 Penalty: 5095.894531
	Iteration 23Q: 3 clusters Score -4195696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4195768.000000 Penalty: 5095.894531
	Iteration 24Q: 3 clusters Score -4195768 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4195827.500000 Penalty: 5095.894531
	Iteration 25Q: 3 clusters Score -4195828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4195882.500000 Penalty: 5095.894531
	Iteration 26Q: 3 clusters Score -4195882 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4195944.500000 Penalty: 5095.894531
	Iteration 27Q: 3 clusters Score -4195944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4195979.500000 Penalty: 5095.894531
	Iteration 28Q: 3 clusters Score -4195980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4196011.500000 Penalty: 5095.894531
	Iteration 29Q: 3 clusters Score -4196012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4196032.500000 Penalty: 5095.894531
	Iteration 30Q: 3 clusters Score -4196032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4196080.000000 Penalty: 5095.894531
	Iteration 31Q: 3 clusters Score -4196080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4196109.500000 Penalty: 5095.894531
	Iteration 32Q: 3 clusters Score -4196110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4196149.000000 Penalty: 5095.894531
	Iteration 33Q: 3 clusters Score -4196149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4196173.500000 Penalty: 5095.894531
	Iteration 34Q: 3 clusters Score -4196174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4196211.000000 Penalty: 5095.894531
	Iteration 35Q: 3 clusters Score -4196211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4196223.500000 Penalty: 5095.894531
	Iteration 36Q: 3 clusters Score -4196224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4196251.500000 Penalty: 5095.894531
	Iteration 37Q: 3 clusters Score -4196252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4196272.500000 Penalty: 5095.894531
	Iteration 38Q: 3 clusters Score -4196272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4196275.500000 Penalty: 5095.894531
	Iteration 39Q: 3 clusters Score -4196276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4196293.500000 Penalty: 5095.894531
	Iteration 40F: 3 clusters Score -4196294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4196310.500000 Penalty: 5095.894531
	Iteration 41Q: 3 clusters Score -4196310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4196323.000000 Penalty: 5095.894531
	Iteration 42Q: 3 clusters Score -4196323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4196335.500000 Penalty: 5095.894531
	Iteration 43Q: 3 clusters Score -4196336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4196345.000000 Penalty: 5095.894531
	Iteration 44Q: 3 clusters Score -4196345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4196360.500000 Penalty: 5095.894531
	Iteration 45Q: 3 clusters Score -4196360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4196373.000000 Penalty: 5095.894531
	Iteration 46Q: 3 clusters Score -4196373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4196398.500000 Penalty: 5095.894531
	Iteration 47Q: 3 clusters Score -4196398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4196413.500000 Penalty: 5095.894531
	Iteration 48Q: 3 clusters Score -4196414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4196446.500000 Penalty: 5095.894531
	Iteration 49Q: 3 clusters Score -4196446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4196460.000000 Penalty: 5095.894531
	Iteration 50Q: 3 clusters Score -4196460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4196476.000000 Penalty: 5095.894531
	Iteration 51Q: 3 clusters Score -4196476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4196484.000000 Penalty: 5095.894531
	Iteration 52Q: 3 clusters Score -4196484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4196500.500000 Penalty: 5095.894531
	Iteration 53Q: 3 clusters Score -4196500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4196499.500000 Penalty: 5095.894531
	Iteration 54Q: 3 clusters Score -4196500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4196508.000000 Penalty: 5095.894531
	Iteration 55Q: 3 clusters Score -4196508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4196533.000000 Penalty: 5095.894531
	Iteration 56Q: 3 clusters Score -4196533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4196537.000000 Penalty: 5095.894531
	Iteration 57Q: 3 clusters Score -4196537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4196555.000000 Penalty: 5095.894531
	Iteration 58Q: 3 clusters Score -4196555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4196569.500000 Penalty: 5095.894531
	Iteration 59Q: 3 clusters Score -4196570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4196576.000000 Penalty: 5095.894531
	Iteration 60F: 3 clusters Score -4196576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4196583.000000 Penalty: 5095.894531
	Iteration 61Q: 3 clusters Score -4196583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4196598.000000 Penalty: 5095.894531
	Iteration 62Q: 3 clusters Score -4196598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4196601.000000 Penalty: 5095.894531
	Iteration 63Q: 3 clusters Score -4196601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4196599.500000 Penalty: 5095.894531
	Iteration 64Q: 3 clusters Score -4196600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4196600.500000 Penalty: 5095.894531
	Iteration 65Q: 3 clusters Score -4196600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4196598.500000 Penalty: 5095.894531
	Iteration 66Q: 3 clusters Score -4196598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4196601.000000 Penalty: 5095.894531
	Iteration 67Q: 3 clusters Score -4196601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4196601.000000 Penalty: 5095.894531
	Iteration 68F: 3 clusters Score -4196601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Entering Unmasked Estep 
Score: -5511682.500000 Penalty: 2625.817139
	Iteration 0F: 2 clusters Score -5511682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -5485006.000000 Penalty: 5251.634277
	Iteration 0F: 3 clusters Score -5485006 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5495220.000000 Penalty: 5251.634277
	Iteration 1F: 3 clusters Score -5495220 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5496090.000000 Penalty: 5251.634277
	Iteration 2F: 3 clusters Score -5496090 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5497203.000000 Penalty: 5251.634277
	Iteration 3F: 3 clusters Score -5497203 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5498482.500000 Penalty: 5251.634277
	Iteration 4F: 3 clusters Score -5498482 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -5499818.500000 Penalty: 5251.634277
	Iteration 5F: 3 clusters Score -5499818 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5501289.000000 Penalty: 5251.634277
	Iteration 6F: 3 clusters Score -5501289 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5503034.500000 Penalty: 5251.634277
	Iteration 7F: 3 clusters Score -5503034 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5504761.000000 Penalty: 5251.634277
	Iteration 8F: 3 clusters Score -5504761 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -5506215.000000 Penalty: 5251.634277
	Iteration 9Q: 3 clusters Score -5506215 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5507444.000000 Penalty: 5251.634277
	Iteration 10Q: 3 clusters Score -5507444 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5508232.000000 Penalty: 5251.634277
	Iteration 11Q: 3 clusters Score -5508232 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5508715.000000 Penalty: 5251.634277
	Iteration 12Q: 3 clusters Score -5508715 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5509029.000000 Penalty: 5251.634277
	Iteration 13Q: 3 clusters Score -5509029 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5509249.000000 Penalty: 5251.634277
	Iteration 14Q: 3 clusters Score -5509249 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5509414.000000 Penalty: 5251.634277
	Iteration 15Q: 3 clusters Score -5509414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5509528.000000 Penalty: 5251.634277
	Iteration 16Q: 3 clusters Score -5509528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5509612.500000 Penalty: 5251.634277
	Iteration 17Q: 3 clusters Score -5509612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5509673.000000 Penalty: 5251.634277
	Iteration 18Q: 3 clusters Score -5509673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5509720.500000 Penalty: 5251.634277
	Iteration 19Q: 3 clusters Score -5509720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5509761.500000 Penalty: 5251.634277
	Iteration 20F: 3 clusters Score -5509762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5509778.500000 Penalty: 5251.634277
	Iteration 21Q: 3 clusters Score -5509778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -5509799.000000 Penalty: 5251.634277
	Iteration 22Q: 3 clusters Score -5509799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5509810.000000 Penalty: 5251.634277
	Iteration 23Q: 3 clusters Score -5509810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5509821.500000 Penalty: 5251.634277
	Iteration 24Q: 3 clusters Score -5509822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5509830.500000 Penalty: 5251.634277
	Iteration 25Q: 3 clusters Score -5509830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5509831.500000 Penalty: 5251.634277
	Iteration 26Q: 3 clusters Score -5509832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5509836.000000 Penalty: 5251.634277
	Iteration 27Q: 3 clusters Score -5509836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -5509835.500000 Penalty: 5251.634277
	Iteration 28Q: 3 clusters Score -5509836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5509844.500000 Penalty: 5251.634277
	Iteration 29Q: 3 clusters Score -5509844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5509840.500000 Penalty: 5251.634277
	Iteration 30Q: 3 clusters Score -5509840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5509841.500000 Penalty: 5251.634277
	Iteration 31Q: 3 clusters Score -5509842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5509841.500000 Penalty: 5251.634277
	Iteration 32F: 3 clusters Score -5509842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Entering Unmasked Estep 
Score: -2604008.250000 Penalty: 2434.508789
	Iteration 0F: 2 clusters Score -2604008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2591039.000000 Penalty: 4869.017578
	Iteration 0F: 3 clusters Score -2591039 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2595241.000000 Penalty: 4869.017578
	Iteration 1F: 3 clusters Score -2595241 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2595637.500000 Penalty: 4869.017578
	Iteration 2F: 3 clusters Score -2595638 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2595967.500000 Penalty: 4869.017578
	Iteration 3Q: 3 clusters Score -2595968 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2596289.250000 Penalty: 4869.017578
	Iteration 4Q: 3 clusters Score -2596289 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2596659.750000 Penalty: 4869.017578
	Iteration 5Q: 3 clusters Score -2596660 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2597116.500000 Penalty: 4869.017578
	Iteration 6Q: 3 clusters Score -2597116 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2597692.750000 Penalty: 4869.017578
	Iteration 7Q: 3 clusters Score -2597693 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2598419.750000 Penalty: 4869.017578
	Iteration 8F: 3 clusters Score -2598420 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2599311.500000 Penalty: 4869.017578
	Iteration 9F: 3 clusters Score -2599312 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2600105.000000 Penalty: 4869.017578
	Iteration 10F: 3 clusters Score -2600105 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2600710.750000 Penalty: 4869.017578
	Iteration 11Q: 3 clusters Score -2600711 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2601140.750000 Penalty: 4869.017578
	Iteration 12Q: 3 clusters Score -2601141 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2601433.000000 Penalty: 4869.017578
	Iteration 13Q: 3 clusters Score -2601433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2601619.750000 Penalty: 4869.017578
	Iteration 14Q: 3 clusters Score -2601620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2601747.750000 Penalty: 4869.017578
	Iteration 15Q: 3 clusters Score -2601748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2601824.750000 Penalty: 4869.017578
	Iteration 16Q: 3 clusters Score -2601825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2601866.500000 Penalty: 4869.017578
	Iteration 17Q: 3 clusters Score -2601866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2601893.500000 Penalty: 4869.017578
	Iteration 18Q: 3 clusters Score -2601894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2601911.750000 Penalty: 4869.017578
	Iteration 19Q: 3 clusters Score -2601912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2601925.250000 Penalty: 4869.017578
	Iteration 20F: 3 clusters Score -2601925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2601944.500000 Penalty: 4869.017578
	Iteration 21Q: 3 clusters Score -2601944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2601948.750000 Penalty: 4869.017578
	Iteration 22Q: 3 clusters Score -2601949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2601956.250000 Penalty: 4869.017578
	Iteration 23Q: 3 clusters Score -2601956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2601960.750000 Penalty: 4869.017578
	Iteration 24Q: 3 clusters Score -2601961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2601964.750000 Penalty: 4869.017578
	Iteration 25Q: 3 clusters Score -2601965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2601962.250000 Penalty: 4869.017578
	Iteration 26Q: 3 clusters Score -2601962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2601966.750000 Penalty: 4869.017578
	Iteration 27Q: 3 clusters Score -2601967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2601969.750000 Penalty: 4869.017578
	Iteration 28Q: 3 clusters Score -2601970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2601968.750000 Penalty: 4869.017578
	Iteration 29Q: 3 clusters Score -2601969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2601973.000000 Penalty: 4869.017578
	Iteration 30Q: 3 clusters Score -2601973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2601973.000000 Penalty: 4869.017578
	Iteration 31Q: 3 clusters Score -2601973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2601973.000000 Penalty: 4869.017578
	Iteration 32F: 3 clusters Score -2601973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Entering Unmasked Estep 
Score: -6521864.500000 Penalty: 2653.259521
	Iteration 0F: 2 clusters Score -6521864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6491915.000000 Penalty: 5306.519043
	Iteration 0F: 3 clusters Score -6491915 nChanged 20296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -6503056.500000 Penalty: 5306.519043
	Iteration 1F: 3 clusters Score -6503056 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -6503631.000000 Penalty: 5306.519043
	Iteration 2Q: 3 clusters Score -6503631 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6504312.000000 Penalty: 5306.519043
	Iteration 3Q: 3 clusters Score -6504312 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -6505098.500000 Penalty: 5306.519043
	Iteration 4Q: 3 clusters Score -6505098 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6506283.000000 Penalty: 5306.519043
	Iteration 5F: 3 clusters Score -6506283 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -6507803.500000 Penalty: 5306.519043
	Iteration 6F: 3 clusters Score -6507804 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -6509969.500000 Penalty: 5306.519043
	Iteration 7F: 3 clusters Score -6509970 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -6512561.500000 Penalty: 5306.519043
	Iteration 8F: 3 clusters Score -6512562 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -6515172.500000 Penalty: 5306.519043
	Iteration 9F: 3 clusters Score -6515172 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6517103.500000 Penalty: 5306.519043
	Iteration 10Q: 3 clusters Score -6517104 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6518103.500000 Penalty: 5306.519043
	Iteration 11Q: 3 clusters Score -6518104 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6518496.500000 Penalty: 5306.519043
	Iteration 12Q: 3 clusters Score -6518496 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6518719.000000 Penalty: 5306.519043
	Iteration 13Q: 3 clusters Score -6518719 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6518844.500000 Penalty: 5306.519043
	Iteration 14Q: 3 clusters Score -6518844 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6518983.000000 Penalty: 5306.519043
	Iteration 15Q: 3 clusters Score -6518983 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6519040.500000 Penalty: 5306.519043
	Iteration 16Q: 3 clusters Score -6519040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6519101.000000 Penalty: 5306.519043
	Iteration 17Q: 3 clusters Score -6519101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6519145.000000 Penalty: 5306.519043
	Iteration 18Q: 3 clusters Score -6519145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6519165.000000 Penalty: 5306.519043
	Iteration 19Q: 3 clusters Score -6519165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6519181.500000 Penalty: 5306.519043
	Iteration 20F: 3 clusters Score -6519182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6519204.500000 Penalty: 5306.519043
	Iteration 21Q: 3 clusters Score -6519204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6519230.500000 Penalty: 5306.519043
	Iteration 22Q: 3 clusters Score -6519230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6519245.500000 Penalty: 5306.519043
	Iteration 23Q: 3 clusters Score -6519246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6519266.000000 Penalty: 5306.519043
	Iteration 24Q: 3 clusters Score -6519266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6519295.500000 Penalty: 5306.519043
	Iteration 25Q: 3 clusters Score -6519296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6519298.000000 Penalty: 5306.519043
	Iteration 26Q: 3 clusters Score -6519298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6519302.500000 Penalty: 5306.519043
	Iteration 27Q: 3 clusters Score -6519302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6519332.500000 Penalty: 5306.519043
	Iteration 28Q: 3 clusters Score -6519332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6519349.000000 Penalty: 5306.519043
	Iteration 29Q: 3 clusters Score -6519349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6519357.000000 Penalty: 5306.519043
	Iteration 30Q: 3 clusters Score -6519357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6519364.000000 Penalty: 5306.519043
	Iteration 31Q: 3 clusters Score -6519364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6519369.000000 Penalty: 5306.519043
	Iteration 32Q: 3 clusters Score -6519369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6519383.000000 Penalty: 5306.519043
	Iteration 33Q: 3 clusters Score -6519383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6519392.000000 Penalty: 5306.519043
	Iteration 34Q: 3 clusters Score -6519392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6519377.500000 Penalty: 5306.519043
	Iteration 35Q: 3 clusters Score -6519378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6519375.500000 Penalty: 5306.519043
	Iteration 36Q: 3 clusters Score -6519376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6519391.000000 Penalty: 5306.519043
	Iteration 37Q: 3 clusters Score -6519391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6519397.500000 Penalty: 5306.519043
	Iteration 38Q: 3 clusters Score -6519398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6519404.500000 Penalty: 5306.519043
	Iteration 39Q: 3 clusters Score -6519404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6519404.000000 Penalty: 5306.519043
	Iteration 40F: 3 clusters Score -6519404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6519410.000000 Penalty: 5306.519043
	Iteration 41Q: 3 clusters Score -6519410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6519410.000000 Penalty: 5306.519043
	Iteration 42Q: 3 clusters Score -6519410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6519412.000000 Penalty: 5306.519043
	Iteration 43Q: 3 clusters Score -6519412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6519445.000000 Penalty: 5306.519043
	Iteration 44Q: 3 clusters Score -6519445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6519447.000000 Penalty: 5306.519043
	Iteration 45Q: 3 clusters Score -6519447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6519460.000000 Penalty: 5306.519043
	Iteration 46Q: 3 clusters Score -6519460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6519467.000000 Penalty: 5306.519043
	Iteration 47Q: 3 clusters Score -6519467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6519458.500000 Penalty: 5306.519043
	Iteration 48Q: 3 clusters Score -6519458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6519465.500000 Penalty: 5306.519043
	Iteration 49Q: 3 clusters Score -6519466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6519467.000000 Penalty: 5306.519043
	Iteration 50Q: 3 clusters Score -6519467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6519464.000000 Penalty: 5306.519043
	Iteration 51Q: 3 clusters Score -6519464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6519475.000000 Penalty: 5306.519043
	Iteration 52Q: 3 clusters Score -6519475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6519471.000000 Penalty: 5306.519043
	Iteration 53Q: 3 clusters Score -6519471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6519474.500000 Penalty: 5306.519043
	Iteration 54Q: 3 clusters Score -6519474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6519476.000000 Penalty: 5306.519043
	Iteration 55Q: 3 clusters Score -6519476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6519477.500000 Penalty: 5306.519043
	Iteration 56Q: 3 clusters Score -6519478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6519475.500000 Penalty: 5306.519043
	Iteration 57Q: 3 clusters Score -6519476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6519480.500000 Penalty: 5306.519043
	Iteration 58Q: 3 clusters Score -6519480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6519481.000000 Penalty: 5306.519043
	Iteration 59Q: 3 clusters Score -6519481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6519490.000000 Penalty: 5306.519043
	Iteration 60F: 3 clusters Score -6519490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6519491.500000 Penalty: 5306.519043
	Iteration 61Q: 3 clusters Score -6519492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6519494.500000 Penalty: 5306.519043
	Iteration 62Q: 3 clusters Score -6519494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6519493.500000 Penalty: 5306.519043
	Iteration 63Q: 3 clusters Score -6519494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6519499.000000 Penalty: 5306.519043
	Iteration 64Q: 3 clusters Score -6519499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6519497.000000 Penalty: 5306.519043
	Iteration 65Q: 3 clusters Score -6519497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6519502.000000 Penalty: 5306.519043
	Iteration 66Q: 3 clusters Score -6519502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6519501.000000 Penalty: 5306.519043
	Iteration 67Q: 3 clusters Score -6519501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6519510.000000 Penalty: 5306.519043
	Iteration 68Q: 3 clusters Score -6519510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6519530.000000 Penalty: 5306.519043
	Iteration 69Q: 3 clusters Score -6519530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6519536.000000 Penalty: 5306.519043
	Iteration 70Q: 3 clusters Score -6519536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6519534.000000 Penalty: 5306.519043
	Iteration 71Q: 3 clusters Score -6519534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6519536.000000 Penalty: 5306.519043
	Iteration 72Q: 3 clusters Score -6519536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6519536.500000 Penalty: 5306.519043
	Iteration 73Q: 3 clusters Score -6519536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6519540.000000 Penalty: 5306.519043
	Iteration 74Q: 3 clusters Score -6519540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6519558.000000 Penalty: 5306.519043
	Iteration 75Q: 3 clusters Score -6519558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6519558.000000 Penalty: 5306.519043
	Iteration 76Q: 3 clusters Score -6519558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6519557.500000 Penalty: 5306.519043
	Iteration 77Q: 3 clusters Score -6519558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6519564.000000 Penalty: 5306.519043
	Iteration 78Q: 3 clusters Score -6519564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6519569.500000 Penalty: 5306.519043
	Iteration 79Q: 3 clusters Score -6519570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6519570.500000 Penalty: 5306.519043
	Iteration 80F: 3 clusters Score -6519570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6519571.500000 Penalty: 5306.519043
	Iteration 81Q: 3 clusters Score -6519572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6519592.000000 Penalty: 5306.519043
	Iteration 82Q: 3 clusters Score -6519592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6519596.500000 Penalty: 5306.519043
	Iteration 83Q: 3 clusters Score -6519596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6519601.000000 Penalty: 5306.519043
	Iteration 84Q: 3 clusters Score -6519601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6519603.000000 Penalty: 5306.519043
	Iteration 85Q: 3 clusters Score -6519603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6519601.500000 Penalty: 5306.519043
	Iteration 86Q: 3 clusters Score -6519602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6519601.500000 Penalty: 5306.519043
	Iteration 87Q: 3 clusters Score -6519602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6519600.500000 Penalty: 5306.519043
	Iteration 88Q: 3 clusters Score -6519600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6519599.000000 Penalty: 5306.519043
	Iteration 89Q: 3 clusters Score -6519599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6519598.000000 Penalty: 5306.519043
	Iteration 90Q: 3 clusters Score -6519598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6519598.500000 Penalty: 5306.519043
	Iteration 91Q: 3 clusters Score -6519598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6519601.000000 Penalty: 5306.519043
	Iteration 92Q: 3 clusters Score -6519601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6519602.000000 Penalty: 5306.519043
	Iteration 93Q: 3 clusters Score -6519602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6519602.000000 Penalty: 5306.519043
	Iteration 94F: 3 clusters Score -6519602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -833862.625000 Penalty: 2147.914795
	Iteration 0F: 2 clusters Score -833862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -828840.062500 Penalty: 4295.829590
	Iteration 0F: 3 clusters Score -828840.1 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -830084.312500 Penalty: 4295.829590
	Iteration 1F: 3 clusters Score -830084.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -830296.875000 Penalty: 4295.829590
	Iteration 2F: 3 clusters Score -830296.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -830421.125000 Penalty: 4295.829590
	Iteration 3Q: 3 clusters Score -830421.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -830510.437500 Penalty: 4295.829590
	Iteration 4Q: 3 clusters Score -830510.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -830586.250000 Penalty: 4295.829590
	Iteration 5Q: 3 clusters Score -830586.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -830660.187500 Penalty: 4295.829590
	Iteration 6Q: 3 clusters Score -830660.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -830737.625000 Penalty: 4295.829590
	Iteration 7Q: 3 clusters Score -830737.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -830811.000000 Penalty: 4295.829590
	Iteration 8Q: 3 clusters Score -830811 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -830880.937500 Penalty: 4295.829590
	Iteration 9Q: 3 clusters Score -830880.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -830948.875000 Penalty: 4295.829590
	Iteration 10Q: 3 clusters Score -830948.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -831028.687500 Penalty: 4295.829590
	Iteration 11Q: 3 clusters Score -831028.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -831118.812500 Penalty: 4295.829590
	Iteration 12Q: 3 clusters Score -831118.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -831242.312500 Penalty: 4295.829590
	Iteration 13Q: 3 clusters Score -831242.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -831365.000000 Penalty: 4295.829590
	Iteration 14Q: 3 clusters Score -831365 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -831477.125000 Penalty: 4295.829590
	Iteration 15Q: 3 clusters Score -831477.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -831580.375000 Penalty: 4295.829590
	Iteration 16Q: 3 clusters Score -831580.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -831689.562500 Penalty: 4295.829590
	Iteration 17Q: 3 clusters Score -831689.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -831823.187500 Penalty: 4295.829590
	Iteration 18Q: 3 clusters Score -831823.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -831931.375000 Penalty: 4295.829590
	Iteration 19Q: 3 clusters Score -831931.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -832010.187500 Penalty: 4295.829590
	Iteration 20F: 3 clusters Score -832010.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -832060.437500 Penalty: 4295.829590
	Iteration 21Q: 3 clusters Score -832060.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -832087.000000 Penalty: 4295.829590
	Iteration 22Q: 3 clusters Score -832087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -832110.312500 Penalty: 4295.829590
	Iteration 23Q: 3 clusters Score -832110.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -832124.812500 Penalty: 4295.829590
	Iteration 24Q: 3 clusters Score -832124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -832134.562500 Penalty: 4295.829590
	Iteration 25Q: 3 clusters Score -832134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -832139.125000 Penalty: 4295.829590
	Iteration 26Q: 3 clusters Score -832139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -832141.687500 Penalty: 4295.829590
	Iteration 27Q: 3 clusters Score -832141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -832142.312500 Penalty: 4295.829590
	Iteration 28Q: 3 clusters Score -832142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -832142.312500 Penalty: 4295.829590
	Iteration 29F: 3 clusters Score -832142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Entering Unmasked Estep 
Score: -5582438.000000 Penalty: 2612.844482
	Iteration 0F: 2 clusters Score -5582438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5556653.500000 Penalty: 5225.688965
	Iteration 0F: 3 clusters Score -5556654 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -5566196.000000 Penalty: 5225.688965
	Iteration 1F: 3 clusters Score -5566196 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5566767.000000 Penalty: 5225.688965
	Iteration 2Q: 3 clusters Score -5566767 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5567438.500000 Penalty: 5225.688965
	Iteration 3Q: 3 clusters Score -5567438 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5568311.000000 Penalty: 5225.688965
	Iteration 4Q: 3 clusters Score -5568311 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5569631.000000 Penalty: 5225.688965
	Iteration 5F: 3 clusters Score -5569631 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5571552.500000 Penalty: 5225.688965
	Iteration 6F: 3 clusters Score -5571552 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5574046.500000 Penalty: 5225.688965
	Iteration 7F: 3 clusters Score -5574046 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5576385.500000 Penalty: 5225.688965
	Iteration 8F: 3 clusters Score -5576386 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5578118.000000 Penalty: 5225.688965
	Iteration 9Q: 3 clusters Score -5578118 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5579040.000000 Penalty: 5225.688965
	Iteration 10Q: 3 clusters Score -5579040 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5579554.500000 Penalty: 5225.688965
	Iteration 11Q: 3 clusters Score -5579554 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5579835.500000 Penalty: 5225.688965
	Iteration 12Q: 3 clusters Score -5579836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5579948.500000 Penalty: 5225.688965
	Iteration 13Q: 3 clusters Score -5579948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5579991.000000 Penalty: 5225.688965
	Iteration 14Q: 3 clusters Score -5579991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5580014.500000 Penalty: 5225.688965
	Iteration 15Q: 3 clusters Score -5580014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5580047.000000 Penalty: 5225.688965
	Iteration 16Q: 3 clusters Score -5580047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5580072.000000 Penalty: 5225.688965
	Iteration 17Q: 3 clusters Score -5580072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5580078.000000 Penalty: 5225.688965
	Iteration 18Q: 3 clusters Score -5580078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5580093.500000 Penalty: 5225.688965
	Iteration 19Q: 3 clusters Score -5580094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5580110.000000 Penalty: 5225.688965
	Iteration 20F: 3 clusters Score -5580110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5580120.000000 Penalty: 5225.688965
	Iteration 21Q: 3 clusters Score -5580120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5580119.000000 Penalty: 5225.688965
	Iteration 22Q: 3 clusters Score -5580119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5580130.500000 Penalty: 5225.688965
	Iteration 23Q: 3 clusters Score -5580130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5580136.500000 Penalty: 5225.688965
	Iteration 24Q: 3 clusters Score -5580136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5580148.500000 Penalty: 5225.688965
	Iteration 25Q: 3 clusters Score -5580148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5580152.000000 Penalty: 5225.688965
	Iteration 26Q: 3 clusters Score -5580152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5580155.500000 Penalty: 5225.688965
	Iteration 27Q: 3 clusters Score -5580156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5580158.000000 Penalty: 5225.688965
	Iteration 28Q: 3 clusters Score -5580158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5580155.000000 Penalty: 5225.688965
	Iteration 29Q: 3 clusters Score -5580155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5580170.000000 Penalty: 5225.688965
	Iteration 30Q: 3 clusters Score -5580170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5580174.000000 Penalty: 5225.688965
	Iteration 31Q: 3 clusters Score -5580174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5580173.000000 Penalty: 5225.688965
	Iteration 32Q: 3 clusters Score -5580173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5580179.500000 Penalty: 5225.688965
	Iteration 33Q: 3 clusters Score -5580180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5580173.000000 Penalty: 5225.688965
	Iteration 34Q: 3 clusters Score -5580173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5580176.000000 Penalty: 5225.688965
	Iteration 35Q: 3 clusters Score -5580176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5580179.000000 Penalty: 5225.688965
	Iteration 36Q: 3 clusters Score -5580179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5580180.000000 Penalty: 5225.688965
	Iteration 37Q: 3 clusters Score -5580180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5580176.500000 Penalty: 5225.688965
	Iteration 38Q: 3 clusters Score -5580176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5580178.000000 Penalty: 5225.688965
	Iteration 39Q: 3 clusters Score -5580178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5580182.500000 Penalty: 5225.688965
	Iteration 40F: 3 clusters Score -5580182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5580186.000000 Penalty: 5225.688965
	Iteration 41Q: 3 clusters Score -5580186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5580188.500000 Penalty: 5225.688965
	Iteration 42Q: 3 clusters Score -5580188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5580188.500000 Penalty: 5225.688965
	Iteration 43F: 3 clusters Score -5580188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Entering Unmasked Estep 
Score: -6237210.500000 Penalty: 2640.554932
	Iteration 0F: 2 clusters Score -6237210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -6208868.000000 Penalty: 5281.109863
	Iteration 0F: 3 clusters Score -6208868 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -6219253.000000 Penalty: 5281.109863
	Iteration 1F: 3 clusters Score -6219253 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -6219735.500000 Penalty: 5281.109863
	Iteration 2Q: 3 clusters Score -6219736 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -6220189.500000 Penalty: 5281.109863
	Iteration 3Q: 3 clusters Score -6220190 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -6220623.500000 Penalty: 5281.109863
	Iteration 4Q: 3 clusters Score -6220624 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -6221057.000000 Penalty: 5281.109863
	Iteration 5Q: 3 clusters Score -6221057 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -6221559.500000 Penalty: 5281.109863
	Iteration 6Q: 3 clusters Score -6221560 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6222214.500000 Penalty: 5281.109863
	Iteration 7Q: 3 clusters Score -6222214 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6223164.000000 Penalty: 5281.109863
	Iteration 8Q: 3 clusters Score -6223164 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -6224409.500000 Penalty: 5281.109863
	Iteration 9F: 3 clusters Score -6224410 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -6226244.500000 Penalty: 5281.109863
	Iteration 10F: 3 clusters Score -6226244 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -6228486.000000 Penalty: 5281.109863
	Iteration 11F: 3 clusters Score -6228486 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -6230547.000000 Penalty: 5281.109863
	Iteration 12F: 3 clusters Score -6230547 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -6232021.500000 Penalty: 5281.109863
	Iteration 13Q: 3 clusters Score -6232022 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -6232963.000000 Penalty: 5281.109863
	Iteration 14Q: 3 clusters Score -6232963 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6233449.500000 Penalty: 5281.109863
	Iteration 15Q: 3 clusters Score -6233450 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -6233716.500000 Penalty: 5281.109863
	Iteration 16Q: 3 clusters Score -6233716 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6233885.500000 Penalty: 5281.109863
	Iteration 17Q: 3 clusters Score -6233886 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -6234054.000000 Penalty: 5281.109863
	Iteration 18Q: 3 clusters Score -6234054 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -6234178.000000 Penalty: 5281.109863
	Iteration 19Q: 3 clusters Score -6234178 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6234266.000000 Penalty: 5281.109863
	Iteration 20F: 3 clusters Score -6234266 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6234330.500000 Penalty: 5281.109863
	Iteration 21Q: 3 clusters Score -6234330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6234391.000000 Penalty: 5281.109863
	Iteration 22Q: 3 clusters Score -6234391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6234457.500000 Penalty: 5281.109863
	Iteration 23Q: 3 clusters Score -6234458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6234513.000000 Penalty: 5281.109863
	Iteration 24Q: 3 clusters Score -6234513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6234554.500000 Penalty: 5281.109863
	Iteration 25Q: 3 clusters Score -6234554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6234568.500000 Penalty: 5281.109863
	Iteration 26Q: 3 clusters Score -6234568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6234606.500000 Penalty: 5281.109863
	Iteration 27Q: 3 clusters Score -6234606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6234629.500000 Penalty: 5281.109863
	Iteration 28Q: 3 clusters Score -6234630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6234665.500000 Penalty: 5281.109863
	Iteration 29Q: 3 clusters Score -6234666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6234691.000000 Penalty: 5281.109863
	Iteration 30Q: 3 clusters Score -6234691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6234702.000000 Penalty: 5281.109863
	Iteration 31Q: 3 clusters Score -6234702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6234726.000000 Penalty: 5281.109863
	Iteration 32Q: 3 clusters Score -6234726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6234741.000000 Penalty: 5281.109863
	Iteration 33Q: 3 clusters Score -6234741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6234760.000000 Penalty: 5281.109863
	Iteration 34Q: 3 clusters Score -6234760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6234753.000000 Penalty: 5281.109863
	Iteration 35Q: 3 clusters Score -6234753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6234762.000000 Penalty: 5281.109863
	Iteration 36Q: 3 clusters Score -6234762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6234761.000000 Penalty: 5281.109863
	Iteration 37Q: 3 clusters Score -6234761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6234776.500000 Penalty: 5281.109863
	Iteration 38Q: 3 clusters Score -6234776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6234784.500000 Penalty: 5281.109863
	Iteration 39Q: 3 clusters Score -6234784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6234775.500000 Penalty: 5281.109863
	Iteration 40F: 3 clusters Score -6234776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6234800.000000 Penalty: 5281.109863
	Iteration 41Q: 3 clusters Score -6234800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6234820.500000 Penalty: 5281.109863
	Iteration 42Q: 3 clusters Score -6234820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6234827.000000 Penalty: 5281.109863
	Iteration 43Q: 3 clusters Score -6234827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6234825.000000 Penalty: 5281.109863
	Iteration 44Q: 3 clusters Score -6234825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6234830.000000 Penalty: 5281.109863
	Iteration 45Q: 3 clusters Score -6234830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6234834.500000 Penalty: 5281.109863
	Iteration 46Q: 3 clusters Score -6234834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6234842.000000 Penalty: 5281.109863
	Iteration 47Q: 3 clusters Score -6234842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6234850.000000 Penalty: 5281.109863
	Iteration 48Q: 3 clusters Score -6234850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6234853.500000 Penalty: 5281.109863
	Iteration 49Q: 3 clusters Score -6234854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6234853.500000 Penalty: 5281.109863
	Iteration 50Q: 3 clusters Score -6234854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6234856.500000 Penalty: 5281.109863
	Iteration 51Q: 3 clusters Score -6234856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6234857.000000 Penalty: 5281.109863
	Iteration 52Q: 3 clusters Score -6234857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6234863.500000 Penalty: 5281.109863
	Iteration 53Q: 3 clusters Score -6234864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6234867.500000 Penalty: 5281.109863
	Iteration 54Q: 3 clusters Score -6234868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6234866.500000 Penalty: 5281.109863
	Iteration 55Q: 3 clusters Score -6234866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6234876.500000 Penalty: 5281.109863
	Iteration 56Q: 3 clusters Score -6234876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6234879.000000 Penalty: 5281.109863
	Iteration 57Q: 3 clusters Score -6234879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6234868.500000 Penalty: 5281.109863
	Iteration 58Q: 3 clusters Score -6234868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6234874.000000 Penalty: 5281.109863
	Iteration 59Q: 3 clusters Score -6234874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6234879.000000 Penalty: 5281.109863
	Iteration 60F: 3 clusters Score -6234879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6234879.500000 Penalty: 5281.109863
	Iteration 61Q: 3 clusters Score -6234880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6234885.500000 Penalty: 5281.109863
	Iteration 62Q: 3 clusters Score -6234886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6234891.000000 Penalty: 5281.109863
	Iteration 63Q: 3 clusters Score -6234891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6234894.000000 Penalty: 5281.109863
	Iteration 64Q: 3 clusters Score -6234894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6234894.000000 Penalty: 5281.109863
	Iteration 65Q: 3 clusters Score -6234894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6234895.500000 Penalty: 5281.109863
	Iteration 66Q: 3 clusters Score -6234896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6234890.000000 Penalty: 5281.109863
	Iteration 67Q: 3 clusters Score -6234890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6234898.500000 Penalty: 5281.109863
	Iteration 68Q: 3 clusters Score -6234898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6234898.000000 Penalty: 5281.109863
	Iteration 69Q: 3 clusters Score -6234898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6234891.500000 Penalty: 5281.109863
	Iteration 70Q: 3 clusters Score -6234892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6234884.500000 Penalty: 5281.109863
	Iteration 71Q: 3 clusters Score -6234884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6234892.000000 Penalty: 5281.109863
	Iteration 72Q: 3 clusters Score -6234892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6234893.500000 Penalty: 5281.109863
	Iteration 73Q: 3 clusters Score -6234894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6234889.500000 Penalty: 5281.109863
	Iteration 74Q: 3 clusters Score -6234890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6234889.500000 Penalty: 5281.109863
	Iteration 75F: 3 clusters Score -6234890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1549626.125000 Penalty: 2307.101562
	Iteration 0F: 2 clusters Score -1549626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1541371.875000 Penalty: 4614.203125
	Iteration 0F: 3 clusters Score -1541372 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1543882.125000 Penalty: 4614.203125
	Iteration 1F: 3 clusters Score -1543882 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1544444.625000 Penalty: 4614.203125
	Iteration 2F: 3 clusters Score -1544445 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1545102.875000 Penalty: 4614.203125
	Iteration 3F: 3 clusters Score -1545103 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1545961.625000 Penalty: 4614.203125
	Iteration 4F: 3 clusters Score -1545962 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1546891.875000 Penalty: 4614.203125
	Iteration 5F: 3 clusters Score -1546892 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1547636.000000 Penalty: 4614.203125
	Iteration 6F: 3 clusters Score -1547636 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1548080.500000 Penalty: 4614.203125
	Iteration 7F: 3 clusters Score -1548080 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1548327.375000 Penalty: 4614.203125
	Iteration 8Q: 3 clusters Score -1548327 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1548450.000000 Penalty: 4614.203125
	Iteration 9Q: 3 clusters Score -1548450 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1548529.750000 Penalty: 4614.203125
	Iteration 10Q: 3 clusters Score -1548530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1548591.375000 Penalty: 4614.203125
	Iteration 11Q: 3 clusters Score -1548591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1548627.625000 Penalty: 4614.203125
	Iteration 12Q: 3 clusters Score -1548628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1548659.125000 Penalty: 4614.203125
	Iteration 13Q: 3 clusters Score -1548659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1548675.250000 Penalty: 4614.203125
	Iteration 14Q: 3 clusters Score -1548675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1548686.375000 Penalty: 4614.203125
	Iteration 15Q: 3 clusters Score -1548686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1548707.000000 Penalty: 4614.203125
	Iteration 16Q: 3 clusters Score -1548707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1548713.125000 Penalty: 4614.203125
	Iteration 17Q: 3 clusters Score -1548713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1548734.875000 Penalty: 4614.203125
	Iteration 18Q: 3 clusters Score -1548735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1548739.750000 Penalty: 4614.203125
	Iteration 19Q: 3 clusters Score -1548740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1548748.625000 Penalty: 4614.203125
	Iteration 20F: 3 clusters Score -1548749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1548754.625000 Penalty: 4614.203125
	Iteration 21Q: 3 clusters Score -1548755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1548762.625000 Penalty: 4614.203125
	Iteration 22Q: 3 clusters Score -1548763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1548766.750000 Penalty: 4614.203125
	Iteration 23Q: 3 clusters Score -1548767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1548770.250000 Penalty: 4614.203125
	Iteration 24Q: 3 clusters Score -1548770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1548773.625000 Penalty: 4614.203125
	Iteration 25Q: 3 clusters Score -1548774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1548774.875000 Penalty: 4614.203125
	Iteration 26Q: 3 clusters Score -1548775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1548775.250000 Penalty: 4614.203125
	Iteration 27Q: 3 clusters Score -1548775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1548774.375000 Penalty: 4614.203125
	Iteration 28Q: 3 clusters Score -1548774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1548775.375000 Penalty: 4614.203125
	Iteration 29Q: 3 clusters Score -1548775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1548774.500000 Penalty: 4614.203125
	Iteration 30Q: 3 clusters Score -1548774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1548774.375000 Penalty: 4614.203125
	Iteration 31Q: 3 clusters Score -1548774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1548778.125000 Penalty: 4614.203125
	Iteration 32Q: 3 clusters Score -1548778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1548776.875000 Penalty: 4614.203125
	Iteration 33Q: 3 clusters Score -1548777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1548781.500000 Penalty: 4614.203125
	Iteration 34Q: 3 clusters Score -1548782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1548779.375000 Penalty: 4614.203125
	Iteration 35Q: 3 clusters Score -1548779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1548781.500000 Penalty: 4614.203125
	Iteration 36Q: 3 clusters Score -1548782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1548781.000000 Penalty: 4614.203125
	Iteration 37Q: 3 clusters Score -1548781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1548780.125000 Penalty: 4614.203125
	Iteration 38Q: 3 clusters Score -1548780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1548779.375000 Penalty: 4614.203125
	Iteration 39Q: 3 clusters Score -1548779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1548779.875000 Penalty: 4614.203125
	Iteration 40F: 3 clusters Score -1548780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42465.816406 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42465.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42597.050781 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42597.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42644.937500 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42644.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42678.027344 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42678.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42697.781250 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42697.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42715.632812 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -42715.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42717.582031 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -42717.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42717.582031 Penalty: 2879.346924
	Iteration 7F: 3 clusters Score -42717.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Entering Unmasked Estep 
Score: -2053094.250000 Penalty: 2391.729004
	Iteration 0F: 2 clusters Score -2053094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2041876.250000 Penalty: 4783.458008
	Iteration 0F: 3 clusters Score -2041876 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2045586.500000 Penalty: 4783.458008
	Iteration 1F: 3 clusters Score -2045586 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2046074.625000 Penalty: 4783.458008
	Iteration 2F: 3 clusters Score -2046075 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2046537.000000 Penalty: 4783.458008
	Iteration 3F: 3 clusters Score -2046537 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2047001.625000 Penalty: 4783.458008
	Iteration 4F: 3 clusters Score -2047002 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2047468.000000 Penalty: 4783.458008
	Iteration 5F: 3 clusters Score -2047468 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2047912.250000 Penalty: 4783.458008
	Iteration 6F: 3 clusters Score -2047912 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2048314.250000 Penalty: 4783.458008
	Iteration 7Q: 3 clusters Score -2048314 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2048672.625000 Penalty: 4783.458008
	Iteration 8Q: 3 clusters Score -2048673 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2049024.000000 Penalty: 4783.458008
	Iteration 9Q: 3 clusters Score -2049024 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2049320.750000 Penalty: 4783.458008
	Iteration 10Q: 3 clusters Score -2049321 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2049582.750000 Penalty: 4783.458008
	Iteration 11Q: 3 clusters Score -2049583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2049843.500000 Penalty: 4783.458008
	Iteration 12Q: 3 clusters Score -2049844 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2050052.875000 Penalty: 4783.458008
	Iteration 13Q: 3 clusters Score -2050053 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2050234.375000 Penalty: 4783.458008
	Iteration 14Q: 3 clusters Score -2050234 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2050380.125000 Penalty: 4783.458008
	Iteration 15Q: 3 clusters Score -2050380 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2050496.250000 Penalty: 4783.458008
	Iteration 16Q: 3 clusters Score -2050496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2050616.250000 Penalty: 4783.458008
	Iteration 17Q: 3 clusters Score -2050616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2050717.125000 Penalty: 4783.458008
	Iteration 18Q: 3 clusters Score -2050717 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2050790.750000 Penalty: 4783.458008
	Iteration 19Q: 3 clusters Score -2050791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2050862.625000 Penalty: 4783.458008
	Iteration 20F: 3 clusters Score -2050863 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2050916.625000 Penalty: 4783.458008
	Iteration 21Q: 3 clusters Score -2050917 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2050962.875000 Penalty: 4783.458008
	Iteration 22Q: 3 clusters Score -2050963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2051007.500000 Penalty: 4783.458008
	Iteration 23Q: 3 clusters Score -2051008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2051044.750000 Penalty: 4783.458008
	Iteration 24Q: 3 clusters Score -2051045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2051082.125000 Penalty: 4783.458008
	Iteration 25Q: 3 clusters Score -2051082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2051111.500000 Penalty: 4783.458008
	Iteration 26Q: 3 clusters Score -2051112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2051139.750000 Penalty: 4783.458008
	Iteration 27Q: 3 clusters Score -2051140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2051163.000000 Penalty: 4783.458008
	Iteration 28Q: 3 clusters Score -2051163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2051181.750000 Penalty: 4783.458008
	Iteration 29Q: 3 clusters Score -2051182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2051209.125000 Penalty: 4783.458008
	Iteration 30Q: 3 clusters Score -2051209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2051225.750000 Penalty: 4783.458008
	Iteration 31Q: 3 clusters Score -2051226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2051240.875000 Penalty: 4783.458008
	Iteration 32Q: 3 clusters Score -2051241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2051257.250000 Penalty: 4783.458008
	Iteration 33Q: 3 clusters Score -2051257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2051281.375000 Penalty: 4783.458008
	Iteration 34Q: 3 clusters Score -2051281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2051303.875000 Penalty: 4783.458008
	Iteration 35Q: 3 clusters Score -2051304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2051325.125000 Penalty: 4783.458008
	Iteration 36Q: 3 clusters Score -2051325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2051345.125000 Penalty: 4783.458008
	Iteration 37Q: 3 clusters Score -2051345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2051356.500000 Penalty: 4783.458008
	Iteration 38Q: 3 clusters Score -2051356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2051368.000000 Penalty: 4783.458008
	Iteration 39Q: 3 clusters Score -2051368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2051377.625000 Penalty: 4783.458008
	Iteration 40F: 3 clusters Score -2051378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2051381.000000 Penalty: 4783.458008
	Iteration 41Q: 3 clusters Score -2051381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2051389.000000 Penalty: 4783.458008
	Iteration 42Q: 3 clusters Score -2051389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2051398.625000 Penalty: 4783.458008
	Iteration 43Q: 3 clusters Score -2051399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2051399.375000 Penalty: 4783.458008
	Iteration 44Q: 3 clusters Score -2051399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2051398.375000 Penalty: 4783.458008
	Iteration 45Q: 3 clusters Score -2051398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2051401.000000 Penalty: 4783.458008
	Iteration 46Q: 3 clusters Score -2051401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2051403.125000 Penalty: 4783.458008
	Iteration 47Q: 3 clusters Score -2051403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2051405.000000 Penalty: 4783.458008
	Iteration 48Q: 3 clusters Score -2051405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2051404.625000 Penalty: 4783.458008
	Iteration 49Q: 3 clusters Score -2051405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2051406.250000 Penalty: 4783.458008
	Iteration 50Q: 3 clusters Score -2051406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2051405.500000 Penalty: 4783.458008
	Iteration 51Q: 3 clusters Score -2051406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2051407.250000 Penalty: 4783.458008
	Iteration 52Q: 3 clusters Score -2051407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2051409.625000 Penalty: 4783.458008
	Iteration 53Q: 3 clusters Score -2051410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2051408.250000 Penalty: 4783.458008
	Iteration 54Q: 3 clusters Score -2051408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2051405.750000 Penalty: 4783.458008
	Iteration 55Q: 3 clusters Score -2051406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2051405.750000 Penalty: 4783.458008
	Iteration 56F: 3 clusters Score -2051406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20940.070312 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20940.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21064.390625 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21064.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21094.533203 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21094.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21108.556641 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21108.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21121.740234 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21121.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21121.740234 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -21121.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Entering Unmasked Estep 
Score: -3652260.500000 Penalty: 2518.677490
	Iteration 0F: 2 clusters Score -3652260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3634563.500000 Penalty: 5037.354980
	Iteration 0F: 3 clusters Score -3634564 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3640838.750000 Penalty: 5037.354980
	Iteration 1F: 3 clusters Score -3640839 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3641450.750000 Penalty: 5037.354980
	Iteration 2F: 3 clusters Score -3641451 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3642042.000000 Penalty: 5037.354980
	Iteration 3F: 3 clusters Score -3642042 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3642549.500000 Penalty: 5037.354980
	Iteration 4Q: 3 clusters Score -3642550 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3643030.250000 Penalty: 5037.354980
	Iteration 5Q: 3 clusters Score -3643030 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3643494.000000 Penalty: 5037.354980
	Iteration 6Q: 3 clusters Score -3643494 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3643973.250000 Penalty: 5037.354980
	Iteration 7Q: 3 clusters Score -3643973 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3644559.500000 Penalty: 5037.354980
	Iteration 8Q: 3 clusters Score -3644560 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3645223.500000 Penalty: 5037.354980
	Iteration 9Q: 3 clusters Score -3645224 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3645964.750000 Penalty: 5037.354980
	Iteration 10Q: 3 clusters Score -3645965 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3646584.750000 Penalty: 5037.354980
	Iteration 11Q: 3 clusters Score -3646585 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3647023.750000 Penalty: 5037.354980
	Iteration 12Q: 3 clusters Score -3647024 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3647272.750000 Penalty: 5037.354980
	Iteration 13Q: 3 clusters Score -3647273 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3647471.500000 Penalty: 5037.354980
	Iteration 14Q: 3 clusters Score -3647472 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3647596.000000 Penalty: 5037.354980
	Iteration 15Q: 3 clusters Score -3647596 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3647676.000000 Penalty: 5037.354980
	Iteration 16Q: 3 clusters Score -3647676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3647740.500000 Penalty: 5037.354980
	Iteration 17Q: 3 clusters Score -3647740 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3647822.500000 Penalty: 5037.354980
	Iteration 18Q: 3 clusters Score -3647822 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3647909.250000 Penalty: 5037.354980
	Iteration 19Q: 3 clusters Score -3647909 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3648012.750000 Penalty: 5037.354980
	Iteration 20F: 3 clusters Score -3648013 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3648118.500000 Penalty: 5037.354980
	Iteration 21Q: 3 clusters Score -3648118 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3648270.500000 Penalty: 5037.354980
	Iteration 22Q: 3 clusters Score -3648270 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3648444.000000 Penalty: 5037.354980
	Iteration 23Q: 3 clusters Score -3648444 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3648655.500000 Penalty: 5037.354980
	Iteration 24Q: 3 clusters Score -3648656 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3648938.750000 Penalty: 5037.354980
	Iteration 25Q: 3 clusters Score -3648939 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3649238.250000 Penalty: 5037.354980
	Iteration 26Q: 3 clusters Score -3649238 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3649647.250000 Penalty: 5037.354980
	Iteration 27Q: 3 clusters Score -3649647 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3650050.750000 Penalty: 5037.354980
	Iteration 28Q: 3 clusters Score -3650051 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3650452.000000 Penalty: 5037.354980
	Iteration 29Q: 3 clusters Score -3650452 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3650687.500000 Penalty: 5037.354980
	Iteration 30Q: 3 clusters Score -3650688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3650881.000000 Penalty: 5037.354980
	Iteration 31Q: 3 clusters Score -3650881 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3650965.000000 Penalty: 5037.354980
	Iteration 32Q: 3 clusters Score -3650965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3651048.500000 Penalty: 5037.354980
	Iteration 33Q: 3 clusters Score -3651048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3651076.500000 Penalty: 5037.354980
	Iteration 34Q: 3 clusters Score -3651076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3651110.000000 Penalty: 5037.354980
	Iteration 35Q: 3 clusters Score -3651110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3651129.500000 Penalty: 5037.354980
	Iteration 36Q: 3 clusters Score -3651130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3651145.750000 Penalty: 5037.354980
	Iteration 37Q: 3 clusters Score -3651146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3651168.750000 Penalty: 5037.354980
	Iteration 38Q: 3 clusters Score -3651169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3651182.500000 Penalty: 5037.354980
	Iteration 39Q: 3 clusters Score -3651182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3651193.250000 Penalty: 5037.354980
	Iteration 40F: 3 clusters Score -3651193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3651213.250000 Penalty: 5037.354980
	Iteration 41Q: 3 clusters Score -3651213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3651219.000000 Penalty: 5037.354980
	Iteration 42Q: 3 clusters Score -3651219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3651224.000000 Penalty: 5037.354980
	Iteration 43Q: 3 clusters Score -3651224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3651221.500000 Penalty: 5037.354980
	Iteration 44Q: 3 clusters Score -3651222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3651229.500000 Penalty: 5037.354980
	Iteration 45Q: 3 clusters Score -3651230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3651232.500000 Penalty: 5037.354980
	Iteration 46Q: 3 clusters Score -3651232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3651244.250000 Penalty: 5037.354980
	Iteration 47Q: 3 clusters Score -3651244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3651245.500000 Penalty: 5037.354980
	Iteration 48Q: 3 clusters Score -3651246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3651245.000000 Penalty: 5037.354980
	Iteration 49Q: 3 clusters Score -3651245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3651254.250000 Penalty: 5037.354980
	Iteration 50Q: 3 clusters Score -3651254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3651255.250000 Penalty: 5037.354980
	Iteration 51Q: 3 clusters Score -3651255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3651254.000000 Penalty: 5037.354980
	Iteration 52Q: 3 clusters Score -3651254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3651262.750000 Penalty: 5037.354980
	Iteration 53Q: 3 clusters Score -3651263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3651260.000000 Penalty: 5037.354980
	Iteration 54Q: 3 clusters Score -3651260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3651266.750000 Penalty: 5037.354980
	Iteration 55Q: 3 clusters Score -3651267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3651263.000000 Penalty: 5037.354980
	Iteration 56Q: 3 clusters Score -3651263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3651265.500000 Penalty: 5037.354980
	Iteration 57Q: 3 clusters Score -3651266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3651263.000000 Penalty: 5037.354980
	Iteration 58Q: 3 clusters Score -3651263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3651265.750000 Penalty: 5037.354980
	Iteration 59Q: 3 clusters Score -3651266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3651263.500000 Penalty: 5037.354980
	Iteration 60F: 3 clusters Score -3651264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3651265.000000 Penalty: 5037.354980
	Iteration 61Q: 3 clusters Score -3651265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3651264.750000 Penalty: 5037.354980
	Iteration 62Q: 3 clusters Score -3651265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3651264.250000 Penalty: 5037.354980
	Iteration 63Q: 3 clusters Score -3651264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3651269.500000 Penalty: 5037.354980
	Iteration 64Q: 3 clusters Score -3651270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3651270.750000 Penalty: 5037.354980
	Iteration 65Q: 3 clusters Score -3651271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3651268.750000 Penalty: 5037.354980
	Iteration 66Q: 3 clusters Score -3651269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3651267.750000 Penalty: 5037.354980
	Iteration 67Q: 3 clusters Score -3651268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3651266.750000 Penalty: 5037.354980
	Iteration 68Q: 3 clusters Score -3651267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3651266.750000 Penalty: 5037.354980
	Iteration 69F: 3 clusters Score -3651267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Entering Unmasked Estep 
Score: -9194659.000000 Penalty: 2738.243652
	Iteration 0F: 2 clusters Score -9194659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -9152698.000000 Penalty: 5476.487305
	Iteration 0F: 3 clusters Score -9152698 nChanged 29245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -9169134.000000 Penalty: 5476.487305
	Iteration 1F: 3 clusters Score -9169134 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -9169794.000000 Penalty: 5476.487305
	Iteration 2Q: 3 clusters Score -9169794 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -9170402.000000 Penalty: 5476.487305
	Iteration 3Q: 3 clusters Score -9170402 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -9170959.000000 Penalty: 5476.487305
	Iteration 4Q: 3 clusters Score -9170959 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -9171665.000000 Penalty: 5476.487305
	Iteration 5Q: 3 clusters Score -9171665 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -9172788.000000 Penalty: 5476.487305
	Iteration 6Q: 3 clusters Score -9172788 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -9174379.000000 Penalty: 5476.487305
	Iteration 7Q: 3 clusters Score -9174379 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -9176969.000000 Penalty: 5476.487305
	Iteration 8F: 3 clusters Score -9176969 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -9180606.000000 Penalty: 5476.487305
	Iteration 9F: 3 clusters Score -9180606 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -9184682.000000 Penalty: 5476.487305
	Iteration 10F: 3 clusters Score -9184682 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9188252.000000 Penalty: 5476.487305
	Iteration 11F: 3 clusters Score -9188252 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9190293.000000 Penalty: 5476.487305
	Iteration 12Q: 3 clusters Score -9190293 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9191353.000000 Penalty: 5476.487305
	Iteration 13Q: 3 clusters Score -9191353 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9191839.000000 Penalty: 5476.487305
	Iteration 14Q: 3 clusters Score -9191839 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9192038.000000 Penalty: 5476.487305
	Iteration 15Q: 3 clusters Score -9192038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9192133.000000 Penalty: 5476.487305
	Iteration 16Q: 3 clusters Score -9192133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9192184.000000 Penalty: 5476.487305
	Iteration 17Q: 3 clusters Score -9192184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9192224.000000 Penalty: 5476.487305
	Iteration 18Q: 3 clusters Score -9192224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9192239.000000 Penalty: 5476.487305
	Iteration 19Q: 3 clusters Score -9192239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9192263.000000 Penalty: 5476.487305
	Iteration 20F: 3 clusters Score -9192263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9192283.000000 Penalty: 5476.487305
	Iteration 21Q: 3 clusters Score -9192283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9192301.000000 Penalty: 5476.487305
	Iteration 22Q: 3 clusters Score -9192301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9192311.000000 Penalty: 5476.487305
	Iteration 23Q: 3 clusters Score -9192311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9192322.000000 Penalty: 5476.487305
	Iteration 24Q: 3 clusters Score -9192322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9192323.000000 Penalty: 5476.487305
	Iteration 25Q: 3 clusters Score -9192323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9192335.000000 Penalty: 5476.487305
	Iteration 26Q: 3 clusters Score -9192335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9192337.000000 Penalty: 5476.487305
	Iteration 27Q: 3 clusters Score -9192337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9192343.000000 Penalty: 5476.487305
	Iteration 28Q: 3 clusters Score -9192343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9192354.000000 Penalty: 5476.487305
	Iteration 29Q: 3 clusters Score -9192354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9192356.000000 Penalty: 5476.487305
	Iteration 30Q: 3 clusters Score -9192356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9192360.000000 Penalty: 5476.487305
	Iteration 31Q: 3 clusters Score -9192360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9192362.000000 Penalty: 5476.487305
	Iteration 32Q: 3 clusters Score -9192362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9192362.000000 Penalty: 5476.487305
	Iteration 33F: 3 clusters Score -9192362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Entering Unmasked Estep 
Score: -3393436.500000 Penalty: 2494.906250
	Iteration 0F: 2 clusters Score -3393436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3377239.250000 Penalty: 4989.812500
	Iteration 0F: 3 clusters Score -3377239 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3382734.500000 Penalty: 4989.812500
	Iteration 1F: 3 clusters Score -3382734 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3383097.250000 Penalty: 4989.812500
	Iteration 2Q: 3 clusters Score -3383097 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3383360.250000 Penalty: 4989.812500
	Iteration 3Q: 3 clusters Score -3383360 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3383561.500000 Penalty: 4989.812500
	Iteration 4Q: 3 clusters Score -3383562 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3383728.000000 Penalty: 4989.812500
	Iteration 5Q: 3 clusters Score -3383728 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3383907.000000 Penalty: 4989.812500
	Iteration 6Q: 3 clusters Score -3383907 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3384123.250000 Penalty: 4989.812500
	Iteration 7Q: 3 clusters Score -3384123 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3384382.250000 Penalty: 4989.812500
	Iteration 8Q: 3 clusters Score -3384382 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3384741.750000 Penalty: 4989.812500
	Iteration 9Q: 3 clusters Score -3384742 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3385245.750000 Penalty: 4989.812500
	Iteration 10Q: 3 clusters Score -3385246 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3385972.250000 Penalty: 4989.812500
	Iteration 11F: 3 clusters Score -3385972 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3386987.000000 Penalty: 4989.812500
	Iteration 12F: 3 clusters Score -3386987 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3388230.000000 Penalty: 4989.812500
	Iteration 13F: 3 clusters Score -3388230 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3389385.500000 Penalty: 4989.812500
	Iteration 14F: 3 clusters Score -3389386 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3390230.250000 Penalty: 4989.812500
	Iteration 15Q: 3 clusters Score -3390230 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3390712.750000 Penalty: 4989.812500
	Iteration 16Q: 3 clusters Score -3390713 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3391000.750000 Penalty: 4989.812500
	Iteration 17Q: 3 clusters Score -3391001 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3391129.250000 Penalty: 4989.812500
	Iteration 18Q: 3 clusters Score -3391129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3391187.500000 Penalty: 4989.812500
	Iteration 19Q: 3 clusters Score -3391188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3391213.500000 Penalty: 4989.812500
	Iteration 20F: 3 clusters Score -3391214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3391227.500000 Penalty: 4989.812500
	Iteration 21Q: 3 clusters Score -3391228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3391240.250000 Penalty: 4989.812500
	Iteration 22Q: 3 clusters Score -3391240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3391244.000000 Penalty: 4989.812500
	Iteration 23Q: 3 clusters Score -3391244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3391249.750000 Penalty: 4989.812500
	Iteration 24Q: 3 clusters Score -3391250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3391248.000000 Penalty: 4989.812500
	Iteration 25Q: 3 clusters Score -3391248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3391249.750000 Penalty: 4989.812500
	Iteration 26Q: 3 clusters Score -3391250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3391250.000000 Penalty: 4989.812500
	Iteration 27Q: 3 clusters Score -3391250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3391250.000000 Penalty: 4989.812500
	Iteration 28F: 3 clusters Score -3391250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -320238.031250 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -320238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -317365.937500 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -317365.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -317924.312500 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -317924.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -318081.031250 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -318081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -318186.437500 Penalty: 3860.685547
	Iteration 3Q: 3 clusters Score -318186.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -318265.781250 Penalty: 3860.685547
	Iteration 4Q: 3 clusters Score -318265.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -318334.187500 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -318334.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -318420.562500 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -318420.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -318532.593750 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -318532.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -318688.093750 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -318688.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -318875.031250 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -318875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -319029.437500 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -319029.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -319175.312500 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -319175.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -319341.656250 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -319341.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -319480.156250 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -319480.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -319613.125000 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -319613.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -319732.531250 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -319732.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -319795.468750 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -319795.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -319836.062500 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -319836.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -319860.625000 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -319860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -319873.812500 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -319873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -319882.968750 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -319883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -319891.687500 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -319891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319904.656250 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -319904.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319922.437500 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -319922.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319936.031250 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -319936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -319941.656250 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -319941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -319943.250000 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -319943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -319944.625000 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -319944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -319945.156250 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -319945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319946.406250 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -319946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319947.781250 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -319947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -319948.968750 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -319949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319948.906250 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -319948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319948.906250 Penalty: 3860.685547
	Iteration 33F: 3 clusters Score -319948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Entering Unmasked Estep 
Score: -22949714.000000 Penalty: 2966.474609
	Iteration 0F: 2 clusters Score -2.294971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -22850096.000000 Penalty: 5932.949219
	Iteration 0F: 3 clusters Score -2.28501e+07 nChanged 75130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -22893786.000000 Penalty: 5932.949219
	Iteration 1F: 3 clusters Score -2.289379e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -22894512.000000 Penalty: 5932.949219
	Iteration 2Q: 3 clusters Score -2.289451e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -22895242.000000 Penalty: 5932.949219
	Iteration 3Q: 3 clusters Score -2.289524e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -22896352.000000 Penalty: 5932.949219
	Iteration 4Q: 3 clusters Score -2.289635e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -22897652.000000 Penalty: 5932.949219
	Iteration 5Q: 3 clusters Score -2.289765e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -22899880.000000 Penalty: 5932.949219
	Iteration 6Q: 3 clusters Score -2.289988e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -22903624.000000 Penalty: 5932.949219
	Iteration 7Q: 3 clusters Score -2.290362e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -22909822.000000 Penalty: 5932.949219
	Iteration 8F: 3 clusters Score -2.290982e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
Score: -22918310.000000 Penalty: 5932.949219
	Iteration 9F: 3 clusters Score -2.291831e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -22927324.000000 Penalty: 5932.949219
	Iteration 10F: 3 clusters Score -2.292732e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 138527 members 
Entering Unmasked Estep 
Score: -22934476.000000 Penalty: 5932.949219
	Iteration 11F: 3 clusters Score -2.293448e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -22939626.000000 Penalty: 5932.949219
	Iteration 12Q: 3 clusters Score -2.293963e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -22942610.000000 Penalty: 5932.949219
	Iteration 13Q: 3 clusters Score -2.294261e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -22944432.000000 Penalty: 5932.949219
	Iteration 14Q: 3 clusters Score -2.294443e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -22945448.000000 Penalty: 5932.949219
	Iteration 15Q: 3 clusters Score -2.294545e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -22946058.000000 Penalty: 5932.949219
	Iteration 16Q: 3 clusters Score -2.294606e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 153237 members 
Entering Unmasked Estep 
Score: -22946492.000000 Penalty: 5932.949219
	Iteration 17Q: 3 clusters Score -2.294649e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -22946752.000000 Penalty: 5932.949219
	Iteration 18Q: 3 clusters Score -2.294675e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -22946862.000000 Penalty: 5932.949219
	Iteration 19Q: 3 clusters Score -2.294686e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -22946980.000000 Penalty: 5932.949219
	Iteration 20F: 3 clusters Score -2.294698e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -22947064.000000 Penalty: 5932.949219
	Iteration 21Q: 3 clusters Score -2.294706e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -22947134.000000 Penalty: 5932.949219
	Iteration 22Q: 3 clusters Score -2.294713e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -22947194.000000 Penalty: 5932.949219
	Iteration 23Q: 3 clusters Score -2.294719e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -22947238.000000 Penalty: 5932.949219
	Iteration 24Q: 3 clusters Score -2.294724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -22947276.000000 Penalty: 5932.949219
	Iteration 25Q: 3 clusters Score -2.294728e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 154592 members 
Entering Unmasked Estep 
Score: -22947302.000000 Penalty: 5932.949219
	Iteration 26Q: 3 clusters Score -2.29473e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 154631 members 
Entering Unmasked Estep 
Score: -22947332.000000 Penalty: 5932.949219
	Iteration 27Q: 3 clusters Score -2.294733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -22947342.000000 Penalty: 5932.949219
	Iteration 28Q: 3 clusters Score -2.294734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -22947338.000000 Penalty: 5932.949219
	Iteration 29Q: 3 clusters Score -2.294734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -22947330.000000 Penalty: 5932.949219
	Iteration 30Q: 3 clusters Score -2.294733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -22947362.000000 Penalty: 5932.949219
	Iteration 31Q: 3 clusters Score -2.294736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -22947352.000000 Penalty: 5932.949219
	Iteration 32Q: 3 clusters Score -2.294735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -22947366.000000 Penalty: 5932.949219
	Iteration 33Q: 3 clusters Score -2.294737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -22947380.000000 Penalty: 5932.949219
	Iteration 34Q: 3 clusters Score -2.294738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -22947390.000000 Penalty: 5932.949219
	Iteration 35Q: 3 clusters Score -2.294739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -22947404.000000 Penalty: 5932.949219
	Iteration 36Q: 3 clusters Score -2.29474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -22947426.000000 Penalty: 5932.949219
	Iteration 37Q: 3 clusters Score -2.294743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -22947450.000000 Penalty: 5932.949219
	Iteration 38Q: 3 clusters Score -2.294745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 154830 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 5932.949219
	Iteration 39Q: 3 clusters Score -2.294747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -22947438.000000 Penalty: 5932.949219
	Iteration 40F: 3 clusters Score -2.294744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -22947444.000000 Penalty: 5932.949219
	Iteration 41Q: 3 clusters Score -2.294744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -22947442.000000 Penalty: 5932.949219
	Iteration 42Q: 3 clusters Score -2.294744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -22947438.000000 Penalty: 5932.949219
	Iteration 43Q: 3 clusters Score -2.294744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -22947424.000000 Penalty: 5932.949219
	Iteration 44Q: 3 clusters Score -2.294742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -22947434.000000 Penalty: 5932.949219
	Iteration 45Q: 3 clusters Score -2.294743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -22947436.000000 Penalty: 5932.949219
	Iteration 46Q: 3 clusters Score -2.294744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -22947456.000000 Penalty: 5932.949219
	Iteration 47Q: 3 clusters Score -2.294746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -22947452.000000 Penalty: 5932.949219
	Iteration 48Q: 3 clusters Score -2.294745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -22947448.000000 Penalty: 5932.949219
	Iteration 49Q: 3 clusters Score -2.294745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -22947448.000000 Penalty: 5932.949219
	Iteration 50Q: 3 clusters Score -2.294745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -22947432.000000 Penalty: 5932.949219
	Iteration 51Q: 3 clusters Score -2.294743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -22947440.000000 Penalty: 5932.949219
	Iteration 52Q: 3 clusters Score -2.294744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -22947438.000000 Penalty: 5932.949219
	Iteration 53Q: 3 clusters Score -2.294744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -22947454.000000 Penalty: 5932.949219
	Iteration 54Q: 3 clusters Score -2.294745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -22947444.000000 Penalty: 5932.949219
	Iteration 55Q: 3 clusters Score -2.294744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 5932.949219
	Iteration 56Q: 3 clusters Score -2.294747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -22947456.000000 Penalty: 5932.949219
	Iteration 57Q: 3 clusters Score -2.294746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -22947460.000000 Penalty: 5932.949219
	Iteration 58Q: 3 clusters Score -2.294746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -22947442.000000 Penalty: 5932.949219
	Iteration 59Q: 3 clusters Score -2.294744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -22947448.000000 Penalty: 5932.949219
	Iteration 60F: 3 clusters Score -2.294745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -22947454.000000 Penalty: 5932.949219
	Iteration 61Q: 3 clusters Score -2.294745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -22947456.000000 Penalty: 5932.949219
	Iteration 62Q: 3 clusters Score -2.294746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -22947460.000000 Penalty: 5932.949219
	Iteration 63Q: 3 clusters Score -2.294746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -22947458.000000 Penalty: 5932.949219
	Iteration 64Q: 3 clusters Score -2.294746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -22947464.000000 Penalty: 5932.949219
	Iteration 65Q: 3 clusters Score -2.294746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -22947466.000000 Penalty: 5932.949219
	Iteration 66Q: 3 clusters Score -2.294747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -22947462.000000 Penalty: 5932.949219
	Iteration 67Q: 3 clusters Score -2.294746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -22947454.000000 Penalty: 5932.949219
	Iteration 68Q: 3 clusters Score -2.294745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -22947476.000000 Penalty: 5932.949219
	Iteration 69Q: 3 clusters Score -2.294748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -22947476.000000 Penalty: 5932.949219
	Iteration 70Q: 3 clusters Score -2.294748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -22947472.000000 Penalty: 5932.949219
	Iteration 71Q: 3 clusters Score -2.294747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -22947472.000000 Penalty: 5932.949219
	Iteration 72F: 3 clusters Score -2.294747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60653.644531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60653.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59136.011719 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -59136.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59354.097656 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -59354.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59456.449219 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -59456.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59569.750000 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -59569.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59753.609375 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -59753.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60332.246094 Penalty: 3069.378906
	Iteration 5F: 3 clusters Score -60332.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60543.437500 Penalty: 3069.378906
	Iteration 6F: 3 clusters Score -60543.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60698.023438 Penalty: 3069.378906
	Iteration 7F: 3 clusters Score -60698.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60841.113281 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -60841.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60961.597656 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -60961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61007.261719 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -61007.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61044.601562 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -61044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61114.945312 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -61114.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61149.394531 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -61149.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61168.386719 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -61168.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61187.660156 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -61187.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61187.660156 Penalty: 3069.378906
	Iteration 16F: 3 clusters Score -61187.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29812 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39655 members 
Mstep: Class 8 contains 18335 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37634 members 
Mstep: Class 12 contains 42083 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62399 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 156622 members 
Mstep: Class 22 contains 147 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206585 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60346 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 340 members 
Entering Unmasked Estep 
Score: -128965688.000000 Penalty: 112253.093750
Splitting cluster 22 changes total score from -128967072.000000 to -128965688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -360602.781250 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -360602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -357399.468750 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -357399.5 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -358333.187500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -358333.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -358699.625000 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -358699.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -358955.812500 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -358955.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359118.625000 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -359118.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -359206.812500 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -359206.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -359277.187500 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -359277.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -359340.281250 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -359340.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -359388.062500 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -359388.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359424.250000 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -359424.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -359465.562500 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -359465.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -359501.718750 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -359501.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -359533.500000 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -359533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -359552.406250 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -359552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -359575.468750 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -359575.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -359592.625000 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -359592.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -359606.718750 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -359606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -359613.187500 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -359613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -359620.343750 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -359620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -359626.031250 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -359626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -359632.375000 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -359632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -359640.031250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -359640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -359648.781250 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -359648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -359654.968750 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -359655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -359661.187500 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -359661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -359669.125000 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -359669.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -359677.218750 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -359677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -359686.437500 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -359686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -359692.000000 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -359692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -359698.406250 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -359698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -359707.875000 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -359707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -359712.031250 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -359712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -359713.968750 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -359714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -359715.437500 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -359715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -359717.687500 Penalty: 3978.705811
	Iteration 34Q: 3 clusters Score -359717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -359720.218750 Penalty: 3978.705811
	Iteration 35Q: 3 clusters Score -359720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -359721.593750 Penalty: 3978.705811
	Iteration 36Q: 3 clusters Score -359721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -359725.812500 Penalty: 3978.705811
	Iteration 37Q: 3 clusters Score -359725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -359729.375000 Penalty: 3978.705811
	Iteration 38Q: 3 clusters Score -359729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -359731.718750 Penalty: 3978.705811
	Iteration 39Q: 3 clusters Score -359731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -359734.093750 Penalty: 3978.705811
	Iteration 40F: 3 clusters Score -359734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -359734.343750 Penalty: 3978.705811
	Iteration 41Q: 3 clusters Score -359734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -359735.125000 Penalty: 3978.705811
	Iteration 42Q: 3 clusters Score -359735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -359735.125000 Penalty: 3978.705811
	Iteration 43F: 3 clusters Score -359735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (206585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Entering Unmasked Estep 
Score: -30217066.000000 Penalty: 3035.139893
	Iteration 0F: 2 clusters Score -3.021707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -30091380.000000 Penalty: 6070.279785
	Iteration 0F: 3 clusters Score -3.009138e+07 nChanged 99151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -30148236.000000 Penalty: 6070.279785
	Iteration 1F: 3 clusters Score -3.014824e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -30149046.000000 Penalty: 6070.279785
	Iteration 2Q: 3 clusters Score -3.014905e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -30150262.000000 Penalty: 6070.279785
	Iteration 3Q: 3 clusters Score -3.015026e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -30152502.000000 Penalty: 6070.279785
	Iteration 4Q: 3 clusters Score -3.01525e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -30156472.000000 Penalty: 6070.279785
	Iteration 5Q: 3 clusters Score -3.015647e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -30163736.000000 Penalty: 6070.279785
	Iteration 6F: 3 clusters Score -3.016374e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -30174618.000000 Penalty: 6070.279785
	Iteration 7F: 3 clusters Score -3.017462e+07 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174351 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -30189334.000000 Penalty: 6070.279785
	Iteration 8F: 3 clusters Score -3.018933e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -30201760.000000 Penalty: 6070.279785
	Iteration 9F: 3 clusters Score -3.020176e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197565 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -30209838.000000 Penalty: 6070.279785
	Iteration 10Q: 3 clusters Score -3.020984e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -30212588.000000 Penalty: 6070.279785
	Iteration 11Q: 3 clusters Score -3.021259e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204343 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -30213688.000000 Penalty: 6070.279785
	Iteration 12Q: 3 clusters Score -3.021369e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205238 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -30214020.000000 Penalty: 6070.279785
	Iteration 13Q: 3 clusters Score -3.021402e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -30214292.000000 Penalty: 6070.279785
	Iteration 14Q: 3 clusters Score -3.021429e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205839 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -30214376.000000 Penalty: 6070.279785
	Iteration 15Q: 3 clusters Score -3.021438e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -30214398.000000 Penalty: 6070.279785
	Iteration 16Q: 3 clusters Score -3.02144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205999 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -30214444.000000 Penalty: 6070.279785
	Iteration 17Q: 3 clusters Score -3.021444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206031 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -30214472.000000 Penalty: 6070.279785
	Iteration 18Q: 3 clusters Score -3.021447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206060 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -30214508.000000 Penalty: 6070.279785
	Iteration 19Q: 3 clusters Score -3.021451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30214572.000000 Penalty: 6070.279785
	Iteration 20F: 3 clusters Score -3.021457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206089 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -30214562.000000 Penalty: 6070.279785
	Iteration 21Q: 3 clusters Score -3.021456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30214548.000000 Penalty: 6070.279785
	Iteration 22Q: 3 clusters Score -3.021455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206106 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -30214558.000000 Penalty: 6070.279785
	Iteration 23Q: 3 clusters Score -3.021456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206115 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -30214566.000000 Penalty: 6070.279785
	Iteration 24Q: 3 clusters Score -3.021457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -30214584.000000 Penalty: 6070.279785
	Iteration 25Q: 3 clusters Score -3.021458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206122 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -30214586.000000 Penalty: 6070.279785
	Iteration 26Q: 3 clusters Score -3.021459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206122 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -30214590.000000 Penalty: 6070.279785
	Iteration 27Q: 3 clusters Score -3.021459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206125 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30214554.000000 Penalty: 6070.279785
	Iteration 28Q: 3 clusters Score -3.021455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206128 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30214566.000000 Penalty: 6070.279785
	Iteration 29Q: 3 clusters Score -3.021457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214590.000000 Penalty: 6070.279785
	Iteration 30Q: 3 clusters Score -3.021459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214594.000000 Penalty: 6070.279785
	Iteration 31Q: 3 clusters Score -3.021459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214600.000000 Penalty: 6070.279785
	Iteration 32Q: 3 clusters Score -3.02146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206128 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30214600.000000 Penalty: 6070.279785
	Iteration 33Q: 3 clusters Score -3.02146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214620.000000 Penalty: 6070.279785
	Iteration 34Q: 3 clusters Score -3.021462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214618.000000 Penalty: 6070.279785
	Iteration 35Q: 3 clusters Score -3.021462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206131 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30214626.000000 Penalty: 6070.279785
	Iteration 36Q: 3 clusters Score -3.021463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214620.000000 Penalty: 6070.279785
	Iteration 37Q: 3 clusters Score -3.021462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30214638.000000 Penalty: 6070.279785
	Iteration 38Q: 3 clusters Score -3.021464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206132 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -30214652.000000 Penalty: 6070.279785
	Iteration 39Q: 3 clusters Score -3.021465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206136 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30214626.000000 Penalty: 6070.279785
	Iteration 40F: 3 clusters Score -3.021463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206137 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -30214634.000000 Penalty: 6070.279785
	Iteration 41Q: 3 clusters Score -3.021463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206138 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30214644.000000 Penalty: 6070.279785
	Iteration 42Q: 3 clusters Score -3.021464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206142 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30214642.000000 Penalty: 6070.279785
	Iteration 43Q: 3 clusters Score -3.021464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206144 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -30214648.000000 Penalty: 6070.279785
	Iteration 44Q: 3 clusters Score -3.021465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206146 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30214650.000000 Penalty: 6070.279785
	Iteration 45Q: 3 clusters Score -3.021465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206147 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30214652.000000 Penalty: 6070.279785
	Iteration 46Q: 3 clusters Score -3.021465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206147 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30214652.000000 Penalty: 6070.279785
	Iteration 47F: 3 clusters Score -3.021465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -603025.187500 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -603025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -599002.750000 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -599002.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -599919.562500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -599919.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -600122.125000 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -600122.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -600233.125000 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -600233.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -600292.062500 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -600292.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -600328.687500 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -600328.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -600352.812500 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -600352.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -600375.500000 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -600375.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -600393.625000 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -600393.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600401.937500 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -600401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -600409.625000 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -600409.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -600419.687500 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -600419.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -600427.937500 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -600427.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -600436.187500 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -600436.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -600442.062500 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -600442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -600450.437500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -600450.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -600455.500000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -600455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -600461.562500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -600461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -600464.437500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -600464.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -600469.187500 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -600469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -600476.625000 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -600476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -600481.562500 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -600481.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -600484.375000 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -600484.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -600490.062500 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -600490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -600491.187500 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -600491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -600493.250000 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -600493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -600497.812500 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -600497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -600502.500000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -600502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -600506.625000 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -600506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -600512.000000 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -600512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -600514.250000 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -600514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -600518.062500 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -600518.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -600521.875000 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -600521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -600523.625000 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -600523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -600526.625000 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -600526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -600527.125000 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -600527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -600528.375000 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -600528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -600529.750000 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -600529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -600531.687500 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -600531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -600531.437500 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -600531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -600532.562500 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -600532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -600534.375000 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -600534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -600534.187500 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -600534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -600536.812500 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -600536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -600537.937500 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -600537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -600539.750000 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -600539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -600539.562500 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -600539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -600541.250000 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -600541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -600542.375000 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -600542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -600544.375000 Penalty: 4137.458008
	Iteration 49Q: 3 clusters Score -600544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -600545.000000 Penalty: 4137.458008
	Iteration 50Q: 3 clusters Score -600545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -600547.625000 Penalty: 4137.458008
	Iteration 51Q: 3 clusters Score -600547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -600548.125000 Penalty: 4137.458008
	Iteration 52Q: 3 clusters Score -600548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -600551.437500 Penalty: 4137.458008
	Iteration 53Q: 3 clusters Score -600551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -600554.062500 Penalty: 4137.458008
	Iteration 54Q: 3 clusters Score -600554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -600557.250000 Penalty: 4137.458008
	Iteration 55Q: 3 clusters Score -600557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -600559.812500 Penalty: 4137.458008
	Iteration 56Q: 3 clusters Score -600559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -600562.625000 Penalty: 4137.458008
	Iteration 57Q: 3 clusters Score -600562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -600562.812500 Penalty: 4137.458008
	Iteration 58Q: 3 clusters Score -600562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -600564.062500 Penalty: 4137.458008
	Iteration 59Q: 3 clusters Score -600564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -600564.062500 Penalty: 4137.458008
	Iteration 60F: 3 clusters Score -600564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -109802.265625 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -109802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107996.421875 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -107996.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108342.671875 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -108342.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108469.882812 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -108469.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108547.984375 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -108548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108595.312500 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -108595.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108646.062500 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -108646.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108698.906250 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -108698.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108789.828125 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -108789.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108940.414062 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -108940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109114.515625 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -109114.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -109199.984375 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -109200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109275.609375 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -109275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109322.882812 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -109322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -109340.375000 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -109340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109364.593750 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -109364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109381.656250 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -109381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109407.343750 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -109407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109437.007812 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -109437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109481.742188 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -109481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109591.109375 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -109591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109675.859375 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -109675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109744.398438 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -109744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -109798.218750 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -109798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109818.687500 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -109818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109820.835938 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -109820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109820.835938 Penalty: 3318.041016
	Iteration 25F: 3 clusters Score -109820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29812 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39655 members 
Mstep: Class 8 contains 18335 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37634 members 
Mstep: Class 12 contains 42083 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62399 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 156622 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206585 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60346 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 329 members 
Entering Unmasked Estep 
Score: -128965120.000000 Penalty: 112253.093750
Splitting cluster 26 changes total score from -128967072.000000 to -128965120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (12421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Entering Unmasked Estep 
Score: -1628271.500000 Penalty: 2337.931641
	Iteration 0F: 2 clusters Score -1628272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1619079.875000 Penalty: 4675.863281
	Iteration 0F: 3 clusters Score -1619080 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1621905.875000 Penalty: 4675.863281
	Iteration 1F: 3 clusters Score -1621906 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1622398.625000 Penalty: 4675.863281
	Iteration 2F: 3 clusters Score -1622399 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1622966.625000 Penalty: 4675.863281
	Iteration 3F: 3 clusters Score -1622967 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1623508.625000 Penalty: 4675.863281
	Iteration 4F: 3 clusters Score -1623509 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1624007.625000 Penalty: 4675.863281
	Iteration 5F: 3 clusters Score -1624008 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1624475.375000 Penalty: 4675.863281
	Iteration 6F: 3 clusters Score -1624475 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1624898.000000 Penalty: 4675.863281
	Iteration 7Q: 3 clusters Score -1624898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1625231.875000 Penalty: 4675.863281
	Iteration 8Q: 3 clusters Score -1625232 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1625533.250000 Penalty: 4675.863281
	Iteration 9Q: 3 clusters Score -1625533 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1625835.250000 Penalty: 4675.863281
	Iteration 10Q: 3 clusters Score -1625835 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1626061.000000 Penalty: 4675.863281
	Iteration 11Q: 3 clusters Score -1626061 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1626247.875000 Penalty: 4675.863281
	Iteration 12Q: 3 clusters Score -1626248 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1626373.500000 Penalty: 4675.863281
	Iteration 13Q: 3 clusters Score -1626374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1626464.125000 Penalty: 4675.863281
	Iteration 14Q: 3 clusters Score -1626464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1626531.125000 Penalty: 4675.863281
	Iteration 15Q: 3 clusters Score -1626531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1626567.375000 Penalty: 4675.863281
	Iteration 16Q: 3 clusters Score -1626567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1626592.000000 Penalty: 4675.863281
	Iteration 17Q: 3 clusters Score -1626592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1626610.375000 Penalty: 4675.863281
	Iteration 18Q: 3 clusters Score -1626610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1626630.000000 Penalty: 4675.863281
	Iteration 19Q: 3 clusters Score -1626630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1626636.625000 Penalty: 4675.863281
	Iteration 20F: 3 clusters Score -1626637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1626650.000000 Penalty: 4675.863281
	Iteration 21Q: 3 clusters Score -1626650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1626660.500000 Penalty: 4675.863281
	Iteration 22Q: 3 clusters Score -1626660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1626672.250000 Penalty: 4675.863281
	Iteration 23Q: 3 clusters Score -1626672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1626679.750000 Penalty: 4675.863281
	Iteration 24Q: 3 clusters Score -1626680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1626687.875000 Penalty: 4675.863281
	Iteration 25Q: 3 clusters Score -1626688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1626693.125000 Penalty: 4675.863281
	Iteration 26Q: 3 clusters Score -1626693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1626699.250000 Penalty: 4675.863281
	Iteration 27Q: 3 clusters Score -1626699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1626698.625000 Penalty: 4675.863281
	Iteration 28Q: 3 clusters Score -1626699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1626701.500000 Penalty: 4675.863281
	Iteration 29Q: 3 clusters Score -1626702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1626700.500000 Penalty: 4675.863281
	Iteration 30Q: 3 clusters Score -1626700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1626703.875000 Penalty: 4675.863281
	Iteration 31Q: 3 clusters Score -1626704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1626704.875000 Penalty: 4675.863281
	Iteration 32Q: 3 clusters Score -1626705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1626704.375000 Penalty: 4675.863281
	Iteration 33Q: 3 clusters Score -1626704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1626705.625000 Penalty: 4675.863281
	Iteration 34Q: 3 clusters Score -1626706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1626709.000000 Penalty: 4675.863281
	Iteration 35Q: 3 clusters Score -1626709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1626712.125000 Penalty: 4675.863281
	Iteration 36Q: 3 clusters Score -1626712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1626711.500000 Penalty: 4675.863281
	Iteration 37Q: 3 clusters Score -1626712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1626716.625000 Penalty: 4675.863281
	Iteration 38Q: 3 clusters Score -1626717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1626723.875000 Penalty: 4675.863281
	Iteration 39Q: 3 clusters Score -1626724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1626726.500000 Penalty: 4675.863281
	Iteration 40F: 3 clusters Score -1626726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1626729.625000 Penalty: 4675.863281
	Iteration 41Q: 3 clusters Score -1626730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1626733.125000 Penalty: 4675.863281
	Iteration 42Q: 3 clusters Score -1626733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1626737.750000 Penalty: 4675.863281
	Iteration 43Q: 3 clusters Score -1626738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1626740.125000 Penalty: 4675.863281
	Iteration 44Q: 3 clusters Score -1626740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1626741.250000 Penalty: 4675.863281
	Iteration 45Q: 3 clusters Score -1626741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1626742.750000 Penalty: 4675.863281
	Iteration 46Q: 3 clusters Score -1626743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1626748.500000 Penalty: 4675.863281
	Iteration 47Q: 3 clusters Score -1626748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1626752.250000 Penalty: 4675.863281
	Iteration 48Q: 3 clusters Score -1626752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1626760.500000 Penalty: 4675.863281
	Iteration 49Q: 3 clusters Score -1626760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1626763.875000 Penalty: 4675.863281
	Iteration 50Q: 3 clusters Score -1626764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1626766.375000 Penalty: 4675.863281
	Iteration 51Q: 3 clusters Score -1626766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1626771.750000 Penalty: 4675.863281
	Iteration 52Q: 3 clusters Score -1626772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1626778.000000 Penalty: 4675.863281
	Iteration 53Q: 3 clusters Score -1626778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1626787.375000 Penalty: 4675.863281
	Iteration 54Q: 3 clusters Score -1626787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1626797.125000 Penalty: 4675.863281
	Iteration 55Q: 3 clusters Score -1626797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1626802.250000 Penalty: 4675.863281
	Iteration 56Q: 3 clusters Score -1626802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1626814.750000 Penalty: 4675.863281
	Iteration 57Q: 3 clusters Score -1626815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1626824.000000 Penalty: 4675.863281
	Iteration 58Q: 3 clusters Score -1626824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1626828.625000 Penalty: 4675.863281
	Iteration 59Q: 3 clusters Score -1626829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1626833.000000 Penalty: 4675.863281
	Iteration 60F: 3 clusters Score -1626833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1626839.250000 Penalty: 4675.863281
	Iteration 61Q: 3 clusters Score -1626839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1626842.500000 Penalty: 4675.863281
	Iteration 62Q: 3 clusters Score -1626842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1626847.375000 Penalty: 4675.863281
	Iteration 63Q: 3 clusters Score -1626847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1626845.875000 Penalty: 4675.863281
	Iteration 64Q: 3 clusters Score -1626846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1626847.875000 Penalty: 4675.863281
	Iteration 65Q: 3 clusters Score -1626848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1626852.625000 Penalty: 4675.863281
	Iteration 66Q: 3 clusters Score -1626853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1626852.500000 Penalty: 4675.863281
	Iteration 67Q: 3 clusters Score -1626852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1626855.125000 Penalty: 4675.863281
	Iteration 68Q: 3 clusters Score -1626855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1626858.000000 Penalty: 4675.863281
	Iteration 69Q: 3 clusters Score -1626858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1626856.625000 Penalty: 4675.863281
	Iteration 70Q: 3 clusters Score -1626857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1626854.500000 Penalty: 4675.863281
	Iteration 71Q: 3 clusters Score -1626854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1626855.875000 Penalty: 4675.863281
	Iteration 72Q: 3 clusters Score -1626856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1626857.125000 Penalty: 4675.863281
	Iteration 73Q: 3 clusters Score -1626857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1626857.750000 Penalty: 4675.863281
	Iteration 74Q: 3 clusters Score -1626858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1626856.750000 Penalty: 4675.863281
	Iteration 75Q: 3 clusters Score -1626857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1626855.000000 Penalty: 4675.863281
	Iteration 76Q: 3 clusters Score -1626855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1626854.750000 Penalty: 4675.863281
	Iteration 77Q: 3 clusters Score -1626855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1626855.750000 Penalty: 4675.863281
	Iteration 78Q: 3 clusters Score -1626856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1626856.625000 Penalty: 4675.863281
	Iteration 79Q: 3 clusters Score -1626857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1626858.125000 Penalty: 4675.863281
	Iteration 80F: 3 clusters Score -1626858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1626861.875000 Penalty: 4675.863281
	Iteration 81Q: 3 clusters Score -1626862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1626862.750000 Penalty: 4675.863281
	Iteration 82Q: 3 clusters Score -1626863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1626864.625000 Penalty: 4675.863281
	Iteration 83Q: 3 clusters Score -1626865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1626865.125000 Penalty: 4675.863281
	Iteration 84Q: 3 clusters Score -1626865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1626865.125000 Penalty: 4675.863281
	Iteration 85Q: 3 clusters Score -1626865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1626871.500000 Penalty: 4675.863281
	Iteration 86Q: 3 clusters Score -1626872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1626871.750000 Penalty: 4675.863281
	Iteration 87Q: 3 clusters Score -1626872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1626869.500000 Penalty: 4675.863281
	Iteration 88Q: 3 clusters Score -1626870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1626880.750000 Penalty: 4675.863281
	Iteration 89Q: 3 clusters Score -1626881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1626883.750000 Penalty: 4675.863281
	Iteration 90Q: 3 clusters Score -1626884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1626889.000000 Penalty: 4675.863281
	Iteration 91Q: 3 clusters Score -1626889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1626889.875000 Penalty: 4675.863281
	Iteration 92Q: 3 clusters Score -1626890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1626889.875000 Penalty: 4675.863281
	Iteration 93Q: 3 clusters Score -1626890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1626897.000000 Penalty: 4675.863281
	Iteration 94Q: 3 clusters Score -1626897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1626904.875000 Penalty: 4675.863281
	Iteration 95Q: 3 clusters Score -1626905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1626906.625000 Penalty: 4675.863281
	Iteration 96Q: 3 clusters Score -1626907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1626905.750000 Penalty: 4675.863281
	Iteration 97Q: 3 clusters Score -1626906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1626909.500000 Penalty: 4675.863281
	Iteration 98Q: 3 clusters Score -1626910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1626909.500000 Penalty: 4675.863281
	Iteration 99Q: 3 clusters Score -1626910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1626913.375000 Penalty: 4675.863281
	Iteration 100F: 3 clusters Score -1626913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1626915.250000 Penalty: 4675.863281
	Iteration 101Q: 3 clusters Score -1626915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1626914.625000 Penalty: 4675.863281
	Iteration 102Q: 3 clusters Score -1626915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1626916.500000 Penalty: 4675.863281
	Iteration 103Q: 3 clusters Score -1626916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1626916.625000 Penalty: 4675.863281
	Iteration 104Q: 3 clusters Score -1626917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1626918.375000 Penalty: 4675.863281
	Iteration 105Q: 3 clusters Score -1626918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1626919.875000 Penalty: 4675.863281
	Iteration 106Q: 3 clusters Score -1626920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1626921.375000 Penalty: 4675.863281
	Iteration 107Q: 3 clusters Score -1626921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1626921.125000 Penalty: 4675.863281
	Iteration 108Q: 3 clusters Score -1626921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1626921.875000 Penalty: 4675.863281
	Iteration 109Q: 3 clusters Score -1626922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1626921.375000 Penalty: 4675.863281
	Iteration 110Q: 3 clusters Score -1626921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1626920.125000 Penalty: 4675.863281
	Iteration 111Q: 3 clusters Score -1626920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1626920.125000 Penalty: 4675.863281
	Iteration 112F: 3 clusters Score -1626920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33874.167969 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33874.17 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 159 members 
Entering Unmasked Estep 
Score: -32715.146484 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32715.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33091.156250 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -33091.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33282.027344 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -33282.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33345.859375 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33345.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33380.199219 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33404.750000 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33404.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33417.792969 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33417.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33429.042969 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33429.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33462.394531 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33462.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33474.285156 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33474.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33493.464844 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33493.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33540.695312 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33572.917969 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33572.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33577.566406 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33577.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33594.781250 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33594.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33594.781250 Penalty: 2829.076172
	Iteration 15F: 3 clusters Score -33594.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61456.488281 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61456.49 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61686.894531 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61686.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61753.664062 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61753.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61791.472656 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61791.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61810.304688 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61827.687500 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61827.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61847.609375 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61847.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61868.683594 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61868.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61870.292969 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61870.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61870.292969 Penalty: 3060.126709
	Iteration 9F: 3 clusters Score -61870.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 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 214 members 
Entering Unmasked Estep 
Score: -55891.609375 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55891.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56088.484375 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56088.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56185.878906 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -56185.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56244.027344 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -56244.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56269.234375 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56269.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56305.406250 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -56305.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56314.769531 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -56314.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56347.964844 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -56347.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56357.304688 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -56357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56359.050781 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -56359.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56360.566406 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -56360.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56360.566406 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -56360.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Entering Unmasked Estep 
Score: -8937445.000000 Penalty: 2729.946777
	Iteration 0F: 2 clusters Score -8937445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -8896774.000000 Penalty: 5459.893555
	Iteration 0F: 3 clusters Score -8896774 nChanged 28161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -8912921.000000 Penalty: 5459.893555
	Iteration 1F: 3 clusters Score -8912921 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -8913865.000000 Penalty: 5459.893555
	Iteration 2Q: 3 clusters Score -8913865 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -8915041.000000 Penalty: 5459.893555
	Iteration 3Q: 3 clusters Score -8915041 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8916688.000000 Penalty: 5459.893555
	Iteration 4F: 3 clusters Score -8916688 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -8918890.000000 Penalty: 5459.893555
	Iteration 5F: 3 clusters Score -8918890 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -8921743.000000 Penalty: 5459.893555
	Iteration 6F: 3 clusters Score -8921743 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -8925047.000000 Penalty: 5459.893555
	Iteration 7F: 3 clusters Score -8925047 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -8928431.000000 Penalty: 5459.893555
	Iteration 8F: 3 clusters Score -8928431 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8931093.000000 Penalty: 5459.893555
	Iteration 9F: 3 clusters Score -8931093 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8932883.000000 Penalty: 5459.893555
	Iteration 10Q: 3 clusters Score -8932883 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8933901.000000 Penalty: 5459.893555
	Iteration 11Q: 3 clusters Score -8933901 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8934424.000000 Penalty: 5459.893555
	Iteration 12Q: 3 clusters Score -8934424 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8934709.000000 Penalty: 5459.893555
	Iteration 13Q: 3 clusters Score -8934709 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8934848.000000 Penalty: 5459.893555
	Iteration 14Q: 3 clusters Score -8934848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8934939.000000 Penalty: 5459.893555
	Iteration 15Q: 3 clusters Score -8934939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8934995.000000 Penalty: 5459.893555
	Iteration 16Q: 3 clusters Score -8934995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8935043.000000 Penalty: 5459.893555
	Iteration 17Q: 3 clusters Score -8935043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8935059.000000 Penalty: 5459.893555
	Iteration 18Q: 3 clusters Score -8935059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8935087.000000 Penalty: 5459.893555
	Iteration 19Q: 3 clusters Score -8935087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8935092.000000 Penalty: 5459.893555
	Iteration 20F: 3 clusters Score -8935092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8935109.000000 Penalty: 5459.893555
	Iteration 21Q: 3 clusters Score -8935109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8935107.000000 Penalty: 5459.893555
	Iteration 22Q: 3 clusters Score -8935107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8935112.000000 Penalty: 5459.893555
	Iteration 23Q: 3 clusters Score -8935112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8935116.000000 Penalty: 5459.893555
	Iteration 24Q: 3 clusters Score -8935116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8935126.000000 Penalty: 5459.893555
	Iteration 25Q: 3 clusters Score -8935126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8935134.000000 Penalty: 5459.893555
	Iteration 26Q: 3 clusters Score -8935134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8935141.000000 Penalty: 5459.893555
	Iteration 27Q: 3 clusters Score -8935141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8935140.000000 Penalty: 5459.893555
	Iteration 28Q: 3 clusters Score -8935140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8935138.000000 Penalty: 5459.893555
	Iteration 29Q: 3 clusters Score -8935138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8935140.000000 Penalty: 5459.893555
	Iteration 30Q: 3 clusters Score -8935140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8935149.000000 Penalty: 5459.893555
	Iteration 31Q: 3 clusters Score -8935149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8935155.000000 Penalty: 5459.893555
	Iteration 32Q: 3 clusters Score -8935155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8935150.000000 Penalty: 5459.893555
	Iteration 33Q: 3 clusters Score -8935150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8935151.000000 Penalty: 5459.893555
	Iteration 34Q: 3 clusters Score -8935151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8935147.000000 Penalty: 5459.893555
	Iteration 35Q: 3 clusters Score -8935147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8935144.000000 Penalty: 5459.893555
	Iteration 36Q: 3 clusters Score -8935144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8935146.000000 Penalty: 5459.893555
	Iteration 37Q: 3 clusters Score -8935146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8935142.000000 Penalty: 5459.893555
	Iteration 38Q: 3 clusters Score -8935142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8935143.000000 Penalty: 5459.893555
	Iteration 39Q: 3 clusters Score -8935143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8935143.000000 Penalty: 5459.893555
	Iteration 40F: 3 clusters Score -8935143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -20147.904297 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -20147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19130.121094 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -19130.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19215.990234 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -19215.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19242.117188 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -19242.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19270.955078 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -19270.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19326.300781 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -19326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19331.849609 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -19331.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19331.849609 Penalty: 2547.355957
	Iteration 6F: 3 clusters Score -19331.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39837 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29812 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39655 members 
Mstep: Class 8 contains 18335 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 37634 members 
Mstep: Class 12 contains 42083 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62399 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 156622 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206585 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60346 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967040.000000 Penalty: 108851.484375
Iteration 399Q: 33 clusters Score -1.28967e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 29816 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39654 members 
Mstep: Class 8 contains 18167 members 
Mstep: Class 9 contains 44295 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37631 members 
Mstep: Class 12 contains 42087 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 62422 members 
Mstep: Class 19 contains 23571 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 156572 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206593 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60344 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967064.000000 Penalty: 108851.484375
Iteration 400F: 33 clusters Score -1.289671e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29816 members 
Mstep: Class 6 contains 28969 members 
Mstep: Class 7 contains 39657 members 
Mstep: Class 8 contains 17982 members 
Mstep: Class 9 contains 44294 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37624 members 
Mstep: Class 12 contains 42089 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 62448 members 
Mstep: Class 19 contains 23762 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 156518 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206620 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60339 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967024.000000 Penalty: 108851.484375
Iteration 401Q: 33 clusters Score -1.28967e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 28968 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 17809 members 
Mstep: Class 9 contains 44294 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 42095 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62477 members 
Mstep: Class 19 contains 23945 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 156462 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206634 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60338 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967040.000000 Penalty: 108851.484375
Iteration 402Q: 33 clusters Score -1.28967e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29817 members 
Mstep: Class 6 contains 28966 members 
Mstep: Class 7 contains 39659 members 
Mstep: Class 8 contains 17631 members 
Mstep: Class 9 contains 44291 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37615 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62507 members 
Mstep: Class 19 contains 24131 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 156421 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206649 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60331 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967144.000000 Penalty: 108851.484375
Iteration 403Q: 33 clusters Score -1.289671e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29814 members 
Mstep: Class 6 contains 28965 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 44290 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37612 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62551 members 
Mstep: Class 19 contains 24289 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 156374 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206667 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60322 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967200.000000 Penalty: 108851.484375
Iteration 404Q: 33 clusters Score -1.289672e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29817 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39657 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 44291 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37605 members 
Mstep: Class 12 contains 42104 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62585 members 
Mstep: Class 19 contains 24430 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 156316 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206694 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60321 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967136.000000 Penalty: 108851.484375
Iteration 405Q: 33 clusters Score -1.289671e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29824 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 39655 members 
Mstep: Class 8 contains 17212 members 
Mstep: Class 9 contains 44292 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37597 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62626 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 156257 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206693 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60323 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 108851.484375
Iteration 406Q: 33 clusters Score -1.289668e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 39653 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 44289 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37591 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 62668 members 
Mstep: Class 19 contains 24706 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 156202 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206697 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60323 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966888.000000 Penalty: 108851.484375
Iteration 407Q: 33 clusters Score -1.289669e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39650 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 44289 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37590 members 
Mstep: Class 12 contains 42111 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 62712 members 
Mstep: Class 19 contains 24848 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 156149 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206686 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60324 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966968.000000 Penalty: 108851.484375
Iteration 408Q: 33 clusters Score -1.28967e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39650 members 
Mstep: Class 8 contains 16819 members 
Mstep: Class 9 contains 44287 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37585 members 
Mstep: Class 12 contains 42116 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62761 members 
Mstep: Class 19 contains 25003 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 156100 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206675 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60322 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966864.000000 Penalty: 108851.484375
Iteration 409Q: 33 clusters Score -1.289669e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29827 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39644 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37587 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 62804 members 
Mstep: Class 19 contains 25166 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 156041 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206664 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60325 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966864.000000 Penalty: 108851.484375
Iteration 410Q: 33 clusters Score -1.289669e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39643 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37579 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62838 members 
Mstep: Class 19 contains 25334 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 155985 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206663 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60322 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966944.000000 Penalty: 108851.484375
Iteration 411Q: 33 clusters Score -1.289669e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29833 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39644 members 
Mstep: Class 8 contains 16406 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37581 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 62869 members 
Mstep: Class 19 contains 25498 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 155910 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206684 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60321 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966904.000000 Penalty: 108851.484375
Iteration 412Q: 33 clusters Score -1.289669e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29834 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39637 members 
Mstep: Class 8 contains 16268 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37577 members 
Mstep: Class 12 contains 42128 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62894 members 
Mstep: Class 19 contains 25672 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 155869 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206670 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60324 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966864.000000 Penalty: 108851.484375
Iteration 413Q: 33 clusters Score -1.289669e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29836 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 16130 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37577 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62920 members 
Mstep: Class 19 contains 25817 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 155810 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206688 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60326 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966848.000000 Penalty: 108851.484375
Iteration 414Q: 33 clusters Score -1.289668e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29840 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39630 members 
Mstep: Class 8 contains 16015 members 
Mstep: Class 9 contains 44272 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37575 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62939 members 
Mstep: Class 19 contains 25941 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 155767 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206698 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60325 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 108851.484375
Iteration 415Q: 33 clusters Score -1.289668e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29841 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39630 members 
Mstep: Class 8 contains 15911 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37569 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62953 members 
Mstep: Class 19 contains 26060 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 155726 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206716 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60324 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966872.000000 Penalty: 108851.484375
Iteration 416Q: 33 clusters Score -1.289669e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29843 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 15805 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37568 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 62970 members 
Mstep: Class 19 contains 26181 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 155690 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206719 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60322 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967000.000000 Penalty: 108851.484375
Iteration 417Q: 33 clusters Score -1.28967e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29842 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 39633 members 
Mstep: Class 8 contains 15690 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37568 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 62992 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 155660 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206721 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60319 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967096.000000 Penalty: 108851.484375
Iteration 418Q: 33 clusters Score -1.289671e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29841 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 15601 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37565 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 63009 members 
Mstep: Class 19 contains 26409 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 155620 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206736 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60319 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966984.000000 Penalty: 108851.484375
Iteration 419Q: 33 clusters Score -1.28967e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29841 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39634 members 
Mstep: Class 8 contains 15499 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37562 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 63024 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 155583 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206745 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60314 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967080.000000 Penalty: 108851.484375
Iteration 420F: 33 clusters Score -1.289671e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29842 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39635 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 44276 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37559 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 63044 members 
Mstep: Class 19 contains 26662 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 155553 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206733 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60313 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967128.000000 Penalty: 108851.484375
Iteration 421Q: 33 clusters Score -1.289671e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29845 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 15277 members 
Mstep: Class 9 contains 44278 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37554 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 63065 members 
Mstep: Class 19 contains 26789 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 155511 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206731 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60307 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967120.000000 Penalty: 108851.484375
Iteration 422Q: 33 clusters Score -1.289671e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 15179 members 
Mstep: Class 9 contains 44285 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37552 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25742 members 
Mstep: Class 18 contains 63094 members 
Mstep: Class 19 contains 26911 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 155463 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206720 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60307 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967040.000000 Penalty: 108851.484375
Iteration 423Q: 33 clusters Score -1.28967e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29848 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39635 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 44287 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37550 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25741 members 
Mstep: Class 18 contains 63121 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 155414 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206707 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60304 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966984.000000 Penalty: 108851.484375
Iteration 424Q: 33 clusters Score -1.28967e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39634 members 
Mstep: Class 8 contains 14993 members 
Mstep: Class 9 contains 44291 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25741 members 
Mstep: Class 18 contains 63151 members 
Mstep: Class 19 contains 27142 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 155362 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 206700 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60306 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966864.000000 Penalty: 108851.484375
Iteration 425Q: 33 clusters Score -1.289669e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29856 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39632 members 
Mstep: Class 8 contains 14888 members 
Mstep: Class 9 contains 44292 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37544 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63185 members 
Mstep: Class 19 contains 27273 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 155309 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206690 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60312 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966936.000000 Penalty: 108851.484375
Iteration 426Q: 33 clusters Score -1.289669e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29859 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39629 members 
Mstep: Class 8 contains 14789 members 
Mstep: Class 9 contains 44294 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37539 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63214 members 
Mstep: Class 19 contains 27389 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 155247 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206707 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60310 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966888.000000 Penalty: 108851.484375
Iteration 427Q: 33 clusters Score -1.289669e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29865 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 39628 members 
Mstep: Class 8 contains 14691 members 
Mstep: Class 9 contains 44296 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37533 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 27510 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 155176 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206712 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60312 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966960.000000 Penalty: 108851.484375
Iteration 428Q: 33 clusters Score -1.28967e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29867 members 
Mstep: Class 6 contains 28962 members 
Mstep: Class 7 contains 39626 members 
Mstep: Class 8 contains 14571 members 
Mstep: Class 9 contains 44298 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37530 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63297 members 
Mstep: Class 19 contains 27629 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 155073 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206774 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60313 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966944.000000 Penalty: 108851.484375
Iteration 429Q: 33 clusters Score -1.289669e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29871 members 
Mstep: Class 6 contains 28959 members 
Mstep: Class 7 contains 39624 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 44305 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37524 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63333 members 
Mstep: Class 19 contains 27778 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 154989 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206814 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60313 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 108851.484375
Iteration 430Q: 33 clusters Score -1.289668e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29872 members 
Mstep: Class 6 contains 28956 members 
Mstep: Class 7 contains 39623 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37524 members 
Mstep: Class 12 contains 42159 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63368 members 
Mstep: Class 19 contains 27946 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 154903 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206841 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60308 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967040.000000 Penalty: 108851.484375
Iteration 431Q: 33 clusters Score -1.28967e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29875 members 
Mstep: Class 6 contains 28953 members 
Mstep: Class 7 contains 39621 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 44319 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37517 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63415 members 
Mstep: Class 19 contains 28105 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 154826 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206855 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60304 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967096.000000 Penalty: 108851.484375
Iteration 432Q: 33 clusters Score -1.289671e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29876 members 
Mstep: Class 6 contains 28951 members 
Mstep: Class 7 contains 39621 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37510 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63459 members 
Mstep: Class 19 contains 28263 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 154759 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206883 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60302 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967312.000000 Penalty: 108851.484375
Iteration 433Q: 33 clusters Score -1.289673e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29876 members 
Mstep: Class 6 contains 28949 members 
Mstep: Class 7 contains 39620 members 
Mstep: Class 8 contains 13862 members 
Mstep: Class 9 contains 44318 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37500 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63500 members 
Mstep: Class 19 contains 28400 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 154692 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206924 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60300 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967288.000000 Penalty: 108851.484375
Iteration 434Q: 33 clusters Score -1.289673e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 28947 members 
Mstep: Class 7 contains 39616 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 44323 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37491 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63540 members 
Mstep: Class 19 contains 28527 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 154612 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206958 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60294 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967456.000000 Penalty: 108851.484375
Iteration 435Q: 33 clusters Score -1.289675e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29879 members 
Mstep: Class 6 contains 28946 members 
Mstep: Class 7 contains 39620 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 44324 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37484 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63580 members 
Mstep: Class 19 contains 28652 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 154547 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 206988 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60283 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967384.000000 Penalty: 108851.484375
Iteration 436Q: 33 clusters Score -1.289674e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29877 members 
Mstep: Class 6 contains 28945 members 
Mstep: Class 7 contains 39620 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37479 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63623 members 
Mstep: Class 19 contains 28790 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 154489 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207001 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60278 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967448.000000 Penalty: 108851.484375
Iteration 437Q: 33 clusters Score -1.289674e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29871 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39618 members 
Mstep: Class 8 contains 13400 members 
Mstep: Class 9 contains 44322 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37471 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63654 members 
Mstep: Class 19 contains 28920 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 154447 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207010 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60274 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967552.000000 Penalty: 108851.484375
Iteration 438Q: 33 clusters Score -1.289676e+08 nChanged 316
Entering ConstructFrom: 
Score: -128967552.000000 Penalty: 108851.484375
Entering ConstructFrom: 
Trying to split cluster 1 (22582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Entering Unmasked Estep 
Score: -3206878.000000 Penalty: 2486.177246
	Iteration 0F: 2 clusters Score -3206878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3191099.500000 Penalty: 4972.354492
	Iteration 0F: 3 clusters Score -3191100 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3196622.000000 Penalty: 4972.354492
	Iteration 1F: 3 clusters Score -3196622 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3197059.750000 Penalty: 4972.354492
	Iteration 2F: 3 clusters Score -3197060 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3197427.500000 Penalty: 4972.354492
	Iteration 3Q: 3 clusters Score -3197428 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3197772.750000 Penalty: 4972.354492
	Iteration 4Q: 3 clusters Score -3197773 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3198137.500000 Penalty: 4972.354492
	Iteration 5Q: 3 clusters Score -3198138 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3198588.250000 Penalty: 4972.354492
	Iteration 6Q: 3 clusters Score -3198588 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3199083.500000 Penalty: 4972.354492
	Iteration 7Q: 3 clusters Score -3199084 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3199632.250000 Penalty: 4972.354492
	Iteration 8Q: 3 clusters Score -3199632 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3200147.500000 Penalty: 4972.354492
	Iteration 9Q: 3 clusters Score -3200148 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3200644.750000 Penalty: 4972.354492
	Iteration 10Q: 3 clusters Score -3200645 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3201113.750000 Penalty: 4972.354492
	Iteration 11Q: 3 clusters Score -3201114 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3201498.000000 Penalty: 4972.354492
	Iteration 12Q: 3 clusters Score -3201498 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3201912.750000 Penalty: 4972.354492
	Iteration 13Q: 3 clusters Score -3201913 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3202251.750000 Penalty: 4972.354492
	Iteration 14Q: 3 clusters Score -3202252 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3202637.250000 Penalty: 4972.354492
	Iteration 15Q: 3 clusters Score -3202637 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3203011.000000 Penalty: 4972.354492
	Iteration 16Q: 3 clusters Score -3203011 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3203419.000000 Penalty: 4972.354492
	Iteration 17Q: 3 clusters Score -3203419 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3203827.500000 Penalty: 4972.354492
	Iteration 18Q: 3 clusters Score -3203828 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3204160.000000 Penalty: 4972.354492
	Iteration 19Q: 3 clusters Score -3204160 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3204345.000000 Penalty: 4972.354492
	Iteration 20F: 3 clusters Score -3204345 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3204474.500000 Penalty: 4972.354492
	Iteration 21Q: 3 clusters Score -3204474 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3204579.000000 Penalty: 4972.354492
	Iteration 22Q: 3 clusters Score -3204579 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3204636.000000 Penalty: 4972.354492
	Iteration 23Q: 3 clusters Score -3204636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3204677.250000 Penalty: 4972.354492
	Iteration 24Q: 3 clusters Score -3204677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3204696.500000 Penalty: 4972.354492
	Iteration 25Q: 3 clusters Score -3204696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3204715.000000 Penalty: 4972.354492
	Iteration 26Q: 3 clusters Score -3204715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3204740.250000 Penalty: 4972.354492
	Iteration 27Q: 3 clusters Score -3204740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3204754.750000 Penalty: 4972.354492
	Iteration 28Q: 3 clusters Score -3204755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3204757.250000 Penalty: 4972.354492
	Iteration 29Q: 3 clusters Score -3204757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3204772.750000 Penalty: 4972.354492
	Iteration 30Q: 3 clusters Score -3204773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3204792.000000 Penalty: 4972.354492
	Iteration 31Q: 3 clusters Score -3204792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3204803.000000 Penalty: 4972.354492
	Iteration 32Q: 3 clusters Score -3204803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3204806.750000 Penalty: 4972.354492
	Iteration 33Q: 3 clusters Score -3204807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3204807.500000 Penalty: 4972.354492
	Iteration 34Q: 3 clusters Score -3204808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3204815.000000 Penalty: 4972.354492
	Iteration 35Q: 3 clusters Score -3204815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3204812.250000 Penalty: 4972.354492
	Iteration 36Q: 3 clusters Score -3204812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3204814.250000 Penalty: 4972.354492
	Iteration 37Q: 3 clusters Score -3204814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3204820.250000 Penalty: 4972.354492
	Iteration 38Q: 3 clusters Score -3204820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3204819.500000 Penalty: 4972.354492
	Iteration 39Q: 3 clusters Score -3204820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3204822.750000 Penalty: 4972.354492
	Iteration 40F: 3 clusters Score -3204823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3204822.250000 Penalty: 4972.354492
	Iteration 41Q: 3 clusters Score -3204822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3204826.750000 Penalty: 4972.354492
	Iteration 42Q: 3 clusters Score -3204827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3204824.750000 Penalty: 4972.354492
	Iteration 43Q: 3 clusters Score -3204825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3204827.000000 Penalty: 4972.354492
	Iteration 44Q: 3 clusters Score -3204827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3204826.750000 Penalty: 4972.354492
	Iteration 45Q: 3 clusters Score -3204827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3204830.500000 Penalty: 4972.354492
	Iteration 46Q: 3 clusters Score -3204830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3204830.500000 Penalty: 4972.354492
	Iteration 47F: 3 clusters Score -3204830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Entering Unmasked Estep 
Score: -5704458.500000 Penalty: 2626.971436
	Iteration 0F: 2 clusters Score -5704458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5677571.500000 Penalty: 5253.942871
	Iteration 0F: 3 clusters Score -5677572 nChanged 18275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5687791.000000 Penalty: 5253.942871
	Iteration 1F: 3 clusters Score -5687791 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5688759.500000 Penalty: 5253.942871
	Iteration 2F: 3 clusters Score -5688760 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -5690172.500000 Penalty: 5253.942871
	Iteration 3F: 3 clusters Score -5690172 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5692288.500000 Penalty: 5253.942871
	Iteration 4F: 3 clusters Score -5692288 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5695005.000000 Penalty: 5253.942871
	Iteration 5F: 3 clusters Score -5695005 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -5697934.000000 Penalty: 5253.942871
	Iteration 6F: 3 clusters Score -5697934 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -5700584.500000 Penalty: 5253.942871
	Iteration 7F: 3 clusters Score -5700584 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -5702473.000000 Penalty: 5253.942871
	Iteration 8Q: 3 clusters Score -5702473 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -5703198.500000 Penalty: 5253.942871
	Iteration 9Q: 3 clusters Score -5703198 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -5703448.000000 Penalty: 5253.942871
	Iteration 10Q: 3 clusters Score -5703448 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5703534.500000 Penalty: 5253.942871
	Iteration 11Q: 3 clusters Score -5703534 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5703590.500000 Penalty: 5253.942871
	Iteration 12Q: 3 clusters Score -5703590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5703600.000000 Penalty: 5253.942871
	Iteration 13Q: 3 clusters Score -5703600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5703617.000000 Penalty: 5253.942871
	Iteration 14Q: 3 clusters Score -5703617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5703619.500000 Penalty: 5253.942871
	Iteration 15Q: 3 clusters Score -5703620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5703627.000000 Penalty: 5253.942871
	Iteration 16Q: 3 clusters Score -5703627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5703631.500000 Penalty: 5253.942871
	Iteration 17Q: 3 clusters Score -5703632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5703624.000000 Penalty: 5253.942871
	Iteration 18Q: 3 clusters Score -5703624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5703633.500000 Penalty: 5253.942871
	Iteration 19Q: 3 clusters Score -5703634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5703630.500000 Penalty: 5253.942871
	Iteration 20F: 3 clusters Score -5703630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5703632.500000 Penalty: 5253.942871
	Iteration 21Q: 3 clusters Score -5703632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5703631.000000 Penalty: 5253.942871
	Iteration 22Q: 3 clusters Score -5703631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5703633.000000 Penalty: 5253.942871
	Iteration 23Q: 3 clusters Score -5703633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5703626.500000 Penalty: 5253.942871
	Iteration 24Q: 3 clusters Score -5703626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5703633.500000 Penalty: 5253.942871
	Iteration 25Q: 3 clusters Score -5703634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5703628.000000 Penalty: 5253.942871
	Iteration 26Q: 3 clusters Score -5703628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5703627.000000 Penalty: 5253.942871
	Iteration 27Q: 3 clusters Score -5703627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -5703628.500000 Penalty: 5253.942871
	Iteration 28Q: 3 clusters Score -5703628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -5703628.000000 Penalty: 5253.942871
	Iteration 29Q: 3 clusters Score -5703628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5703630.000000 Penalty: 5253.942871
	Iteration 30Q: 3 clusters Score -5703630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5703629.000000 Penalty: 5253.942871
	Iteration 31Q: 3 clusters Score -5703629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5703623.500000 Penalty: 5253.942871
	Iteration 32Q: 3 clusters Score -5703624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5703625.500000 Penalty: 5253.942871
	Iteration 33Q: 3 clusters Score -5703626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5703627.500000 Penalty: 5253.942871
	Iteration 34Q: 3 clusters Score -5703628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5703633.000000 Penalty: 5253.942871
	Iteration 35Q: 3 clusters Score -5703633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -5703638.500000 Penalty: 5253.942871
	Iteration 36Q: 3 clusters Score -5703638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5703634.000000 Penalty: 5253.942871
	Iteration 37Q: 3 clusters Score -5703634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5703637.500000 Penalty: 5253.942871
	Iteration 38Q: 3 clusters Score -5703638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5703641.500000 Penalty: 5253.942871
	Iteration 39Q: 3 clusters Score -5703642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5703642.500000 Penalty: 5253.942871
	Iteration 40F: 3 clusters Score -5703642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5703635.000000 Penalty: 5253.942871
	Iteration 41Q: 3 clusters Score -5703635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5703636.000000 Penalty: 5253.942871
	Iteration 42Q: 3 clusters Score -5703636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5703639.500000 Penalty: 5253.942871
	Iteration 43Q: 3 clusters Score -5703640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5703634.500000 Penalty: 5253.942871
	Iteration 44Q: 3 clusters Score -5703634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5703636.000000 Penalty: 5253.942871
	Iteration 45Q: 3 clusters Score -5703636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5703632.500000 Penalty: 5253.942871
	Iteration 46Q: 3 clusters Score -5703632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5703636.000000 Penalty: 5253.942871
	Iteration 47Q: 3 clusters Score -5703636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5703635.500000 Penalty: 5253.942871
	Iteration 48Q: 3 clusters Score -5703636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5703633.000000 Penalty: 5253.942871
	Iteration 49Q: 3 clusters Score -5703633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5703634.500000 Penalty: 5253.942871
	Iteration 50Q: 3 clusters Score -5703634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5703629.000000 Penalty: 5253.942871
	Iteration 51Q: 3 clusters Score -5703629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5703629.000000 Penalty: 5253.942871
	Iteration 52F: 3 clusters Score -5703629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -371854.593750 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -371854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368855.031250 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -368855 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369387.656250 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -369387.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369534.187500 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -369534.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -369612.562500 Penalty: 3890.937744
	Iteration 3Q: 3 clusters Score -369612.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -369676.656250 Penalty: 3890.937744
	Iteration 4Q: 3 clusters Score -369676.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -369724.906250 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -369724.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -369757.437500 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -369757.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -369772.125000 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -369772.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -369786.937500 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -369786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369798.468750 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -369798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369809.625000 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -369809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -369818.312500 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -369818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369828.343750 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -369828.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -369836.781250 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -369836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -369840.968750 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -369841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369842.531250 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -369842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -369845.031250 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -369845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -369846.437500 Penalty: 3890.937744
	Iteration 17Q: 3 clusters Score -369846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -369847.343750 Penalty: 3890.937744
	Iteration 18Q: 3 clusters Score -369847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -369848.468750 Penalty: 3890.937744
	Iteration 19Q: 3 clusters Score -369848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -369848.468750 Penalty: 3890.937744
	Iteration 20F: 3 clusters Score -369848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -956921.000000 Penalty: 2199.052002
	Iteration 0F: 2 clusters Score -956921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -951023.437500 Penalty: 4398.104004
	Iteration 0F: 3 clusters Score -951023.4 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -952660.500000 Penalty: 4398.104004
	Iteration 1F: 3 clusters Score -952660.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -952995.375000 Penalty: 4398.104004
	Iteration 2F: 3 clusters Score -952995.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -953264.500000 Penalty: 4398.104004
	Iteration 3F: 3 clusters Score -953264.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -953463.875000 Penalty: 4398.104004
	Iteration 4Q: 3 clusters Score -953463.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -953607.375000 Penalty: 4398.104004
	Iteration 5Q: 3 clusters Score -953607.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -953748.562500 Penalty: 4398.104004
	Iteration 6Q: 3 clusters Score -953748.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -953859.687500 Penalty: 4398.104004
	Iteration 7Q: 3 clusters Score -953859.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -953972.375000 Penalty: 4398.104004
	Iteration 8Q: 3 clusters Score -953972.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -954094.812500 Penalty: 4398.104004
	Iteration 9Q: 3 clusters Score -954094.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -954228.687500 Penalty: 4398.104004
	Iteration 10Q: 3 clusters Score -954228.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -954386.312500 Penalty: 4398.104004
	Iteration 11Q: 3 clusters Score -954386.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -954560.937500 Penalty: 4398.104004
	Iteration 12Q: 3 clusters Score -954560.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -954747.375000 Penalty: 4398.104004
	Iteration 13Q: 3 clusters Score -954747.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -954914.125000 Penalty: 4398.104004
	Iteration 14Q: 3 clusters Score -954914.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -955047.437500 Penalty: 4398.104004
	Iteration 15Q: 3 clusters Score -955047.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -955178.187500 Penalty: 4398.104004
	Iteration 16Q: 3 clusters Score -955178.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -955284.812500 Penalty: 4398.104004
	Iteration 17Q: 3 clusters Score -955284.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -955362.875000 Penalty: 4398.104004
	Iteration 18Q: 3 clusters Score -955362.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -955429.625000 Penalty: 4398.104004
	Iteration 19Q: 3 clusters Score -955429.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -955483.812500 Penalty: 4398.104004
	Iteration 20F: 3 clusters Score -955483.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -955539.687500 Penalty: 4398.104004
	Iteration 21Q: 3 clusters Score -955539.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -955593.125000 Penalty: 4398.104004
	Iteration 22Q: 3 clusters Score -955593.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -955646.937500 Penalty: 4398.104004
	Iteration 23Q: 3 clusters Score -955646.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -955686.687500 Penalty: 4398.104004
	Iteration 24Q: 3 clusters Score -955686.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -955719.625000 Penalty: 4398.104004
	Iteration 25Q: 3 clusters Score -955719.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -955753.687500 Penalty: 4398.104004
	Iteration 26Q: 3 clusters Score -955753.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -955781.875000 Penalty: 4398.104004
	Iteration 27Q: 3 clusters Score -955781.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -955799.562500 Penalty: 4398.104004
	Iteration 28Q: 3 clusters Score -955799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -955819.062500 Penalty: 4398.104004
	Iteration 29Q: 3 clusters Score -955819.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -955840.312500 Penalty: 4398.104004
	Iteration 30Q: 3 clusters Score -955840.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -955858.312500 Penalty: 4398.104004
	Iteration 31Q: 3 clusters Score -955858.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -955863.062500 Penalty: 4398.104004
	Iteration 32Q: 3 clusters Score -955863.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -955869.062500 Penalty: 4398.104004
	Iteration 33Q: 3 clusters Score -955869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -955872.000000 Penalty: 4398.104004
	Iteration 34Q: 3 clusters Score -955872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -955878.000000 Penalty: 4398.104004
	Iteration 35Q: 3 clusters Score -955878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -955886.812500 Penalty: 4398.104004
	Iteration 36Q: 3 clusters Score -955886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -955892.000000 Penalty: 4398.104004
	Iteration 37Q: 3 clusters Score -955892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -955893.375000 Penalty: 4398.104004
	Iteration 38Q: 3 clusters Score -955893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -955898.562500 Penalty: 4398.104004
	Iteration 39Q: 3 clusters Score -955898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -955905.312500 Penalty: 4398.104004
	Iteration 40F: 3 clusters Score -955905.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -955914.437500 Penalty: 4398.104004
	Iteration 41Q: 3 clusters Score -955914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -955919.062500 Penalty: 4398.104004
	Iteration 42Q: 3 clusters Score -955919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -955920.812500 Penalty: 4398.104004
	Iteration 43Q: 3 clusters Score -955920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -955922.250000 Penalty: 4398.104004
	Iteration 44Q: 3 clusters Score -955922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -955922.187500 Penalty: 4398.104004
	Iteration 45Q: 3 clusters Score -955922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -955922.875000 Penalty: 4398.104004
	Iteration 46Q: 3 clusters Score -955922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -955922.875000 Penalty: 4398.104004
	Iteration 47F: 3 clusters Score -955922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Entering Unmasked Estep 
Score: -4422066.500000 Penalty: 2555.518311
	Iteration 0F: 2 clusters Score -4422066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4401600.000000 Penalty: 5111.036621
	Iteration 0F: 3 clusters Score -4401600 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4409000.500000 Penalty: 5111.036621
	Iteration 1F: 3 clusters Score -4409000 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4409577.500000 Penalty: 5111.036621
	Iteration 2F: 3 clusters Score -4409578 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4410233.000000 Penalty: 5111.036621
	Iteration 3Q: 3 clusters Score -4410233 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4411127.500000 Penalty: 5111.036621
	Iteration 4F: 3 clusters Score -4411128 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4412410.000000 Penalty: 5111.036621
	Iteration 5F: 3 clusters Score -4412410 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4414132.000000 Penalty: 5111.036621
	Iteration 6F: 3 clusters Score -4414132 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4415981.000000 Penalty: 5111.036621
	Iteration 7F: 3 clusters Score -4415981 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4417557.500000 Penalty: 5111.036621
	Iteration 8F: 3 clusters Score -4417558 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4418668.500000 Penalty: 5111.036621
	Iteration 9Q: 3 clusters Score -4418668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4419266.000000 Penalty: 5111.036621
	Iteration 10Q: 3 clusters Score -4419266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4419560.500000 Penalty: 5111.036621
	Iteration 11Q: 3 clusters Score -4419560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4419731.000000 Penalty: 5111.036621
	Iteration 12Q: 3 clusters Score -4419731 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4419825.500000 Penalty: 5111.036621
	Iteration 13Q: 3 clusters Score -4419826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4419877.000000 Penalty: 5111.036621
	Iteration 14Q: 3 clusters Score -4419877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4419904.000000 Penalty: 5111.036621
	Iteration 15Q: 3 clusters Score -4419904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4419924.500000 Penalty: 5111.036621
	Iteration 16Q: 3 clusters Score -4419924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4419930.500000 Penalty: 5111.036621
	Iteration 17Q: 3 clusters Score -4419930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4419936.000000 Penalty: 5111.036621
	Iteration 18Q: 3 clusters Score -4419936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4419941.000000 Penalty: 5111.036621
	Iteration 19Q: 3 clusters Score -4419941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4419942.000000 Penalty: 5111.036621
	Iteration 20F: 3 clusters Score -4419942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4419944.500000 Penalty: 5111.036621
	Iteration 21Q: 3 clusters Score -4419944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4419944.000000 Penalty: 5111.036621
	Iteration 22Q: 3 clusters Score -4419944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4419945.000000 Penalty: 5111.036621
	Iteration 23Q: 3 clusters Score -4419945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4419946.000000 Penalty: 5111.036621
	Iteration 24Q: 3 clusters Score -4419946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4419952.500000 Penalty: 5111.036621
	Iteration 25Q: 3 clusters Score -4419952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4419953.500000 Penalty: 5111.036621
	Iteration 26Q: 3 clusters Score -4419954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4419953.500000 Penalty: 5111.036621
	Iteration 27F: 3 clusters Score -4419954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Entering Unmasked Estep 
Score: -4195045.000000 Penalty: 2547.724854
	Iteration 0F: 2 clusters Score -4195045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4175190.000000 Penalty: 5095.449707
	Iteration 0F: 3 clusters Score -4175190 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4182427.500000 Penalty: 5095.449707
	Iteration 1F: 3 clusters Score -4182428 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4183059.750000 Penalty: 5095.449707
	Iteration 2F: 3 clusters Score -4183060 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4183818.000000 Penalty: 5095.449707
	Iteration 3F: 3 clusters Score -4183818 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4184710.750000 Penalty: 5095.449707
	Iteration 4F: 3 clusters Score -4184711 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -4185799.250000 Penalty: 5095.449707
	Iteration 5F: 3 clusters Score -4185799 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4186952.500000 Penalty: 5095.449707
	Iteration 6F: 3 clusters Score -4186952 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4188051.750000 Penalty: 5095.449707
	Iteration 7F: 3 clusters Score -4188052 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4188973.500000 Penalty: 5095.449707
	Iteration 8F: 3 clusters Score -4188974 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4189730.750000 Penalty: 5095.449707
	Iteration 9Q: 3 clusters Score -4189731 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4190318.500000 Penalty: 5095.449707
	Iteration 10Q: 3 clusters Score -4190318 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4190802.000000 Penalty: 5095.449707
	Iteration 11Q: 3 clusters Score -4190802 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4191248.000000 Penalty: 5095.449707
	Iteration 12Q: 3 clusters Score -4191248 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4191658.000000 Penalty: 5095.449707
	Iteration 13Q: 3 clusters Score -4191658 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4191956.250000 Penalty: 5095.449707
	Iteration 14Q: 3 clusters Score -4191956 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4192182.750000 Penalty: 5095.449707
	Iteration 15Q: 3 clusters Score -4192183 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4192359.750000 Penalty: 5095.449707
	Iteration 16Q: 3 clusters Score -4192360 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -4192483.500000 Penalty: 5095.449707
	Iteration 17Q: 3 clusters Score -4192484 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4192594.750000 Penalty: 5095.449707
	Iteration 18Q: 3 clusters Score -4192595 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4192681.500000 Penalty: 5095.449707
	Iteration 19Q: 3 clusters Score -4192682 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4192771.250000 Penalty: 5095.449707
	Iteration 20F: 3 clusters Score -4192771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4192864.750000 Penalty: 5095.449707
	Iteration 21Q: 3 clusters Score -4192865 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4192900.500000 Penalty: 5095.449707
	Iteration 22Q: 3 clusters Score -4192900 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -4192932.750000 Penalty: 5095.449707
	Iteration 23Q: 3 clusters Score -4192933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4192977.500000 Penalty: 5095.449707
	Iteration 24Q: 3 clusters Score -4192978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4193004.500000 Penalty: 5095.449707
	Iteration 25Q: 3 clusters Score -4193004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4193027.250000 Penalty: 5095.449707
	Iteration 26Q: 3 clusters Score -4193027 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4193067.000000 Penalty: 5095.449707
	Iteration 27Q: 3 clusters Score -4193067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4193089.250000 Penalty: 5095.449707
	Iteration 28Q: 3 clusters Score -4193089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4193108.000000 Penalty: 5095.449707
	Iteration 29Q: 3 clusters Score -4193108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4193155.750000 Penalty: 5095.449707
	Iteration 30Q: 3 clusters Score -4193156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4193171.000000 Penalty: 5095.449707
	Iteration 31Q: 3 clusters Score -4193171 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4193200.500000 Penalty: 5095.449707
	Iteration 32Q: 3 clusters Score -4193200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4193226.750000 Penalty: 5095.449707
	Iteration 33Q: 3 clusters Score -4193227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4193246.750000 Penalty: 5095.449707
	Iteration 34Q: 3 clusters Score -4193247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4193270.750000 Penalty: 5095.449707
	Iteration 35Q: 3 clusters Score -4193271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4193280.250000 Penalty: 5095.449707
	Iteration 36Q: 3 clusters Score -4193280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4193304.500000 Penalty: 5095.449707
	Iteration 37Q: 3 clusters Score -4193304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4193311.000000 Penalty: 5095.449707
	Iteration 38Q: 3 clusters Score -4193311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4193327.750000 Penalty: 5095.449707
	Iteration 39Q: 3 clusters Score -4193328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4193342.750000 Penalty: 5095.449707
	Iteration 40F: 3 clusters Score -4193343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4193356.750000 Penalty: 5095.449707
	Iteration 41Q: 3 clusters Score -4193357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4193374.250000 Penalty: 5095.449707
	Iteration 42Q: 3 clusters Score -4193374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4193376.500000 Penalty: 5095.449707
	Iteration 43Q: 3 clusters Score -4193376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -4193378.750000 Penalty: 5095.449707
	Iteration 44Q: 3 clusters Score -4193379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4193376.000000 Penalty: 5095.449707
	Iteration 45Q: 3 clusters Score -4193376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4193389.750000 Penalty: 5095.449707
	Iteration 46Q: 3 clusters Score -4193390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4193385.500000 Penalty: 5095.449707
	Iteration 47Q: 3 clusters Score -4193386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4193389.000000 Penalty: 5095.449707
	Iteration 48Q: 3 clusters Score -4193389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4193394.750000 Penalty: 5095.449707
	Iteration 49Q: 3 clusters Score -4193395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4193393.000000 Penalty: 5095.449707
	Iteration 50Q: 3 clusters Score -4193393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4193393.250000 Penalty: 5095.449707
	Iteration 51Q: 3 clusters Score -4193393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4193395.000000 Penalty: 5095.449707
	Iteration 52Q: 3 clusters Score -4193395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4193398.250000 Penalty: 5095.449707
	Iteration 53Q: 3 clusters Score -4193398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4193401.250000 Penalty: 5095.449707
	Iteration 54Q: 3 clusters Score -4193401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4193409.750000 Penalty: 5095.449707
	Iteration 55Q: 3 clusters Score -4193410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4193413.750000 Penalty: 5095.449707
	Iteration 56Q: 3 clusters Score -4193414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4193419.500000 Penalty: 5095.449707
	Iteration 57Q: 3 clusters Score -4193420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4193419.250000 Penalty: 5095.449707
	Iteration 58Q: 3 clusters Score -4193419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4193416.750000 Penalty: 5095.449707
	Iteration 59Q: 3 clusters Score -4193417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -4193415.500000 Penalty: 5095.449707
	Iteration 60F: 3 clusters Score -4193416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4193425.500000 Penalty: 5095.449707
	Iteration 61Q: 3 clusters Score -4193426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4193424.500000 Penalty: 5095.449707
	Iteration 62Q: 3 clusters Score -4193424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4193418.500000 Penalty: 5095.449707
	Iteration 63Q: 3 clusters Score -4193418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -4193422.750000 Penalty: 5095.449707
	Iteration 64Q: 3 clusters Score -4193423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4193420.500000 Penalty: 5095.449707
	Iteration 65Q: 3 clusters Score -4193420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4193426.000000 Penalty: 5095.449707
	Iteration 66Q: 3 clusters Score -4193426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4193433.500000 Penalty: 5095.449707
	Iteration 67Q: 3 clusters Score -4193434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4193445.000000 Penalty: 5095.449707
	Iteration 68Q: 3 clusters Score -4193445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4193442.500000 Penalty: 5095.449707
	Iteration 69Q: 3 clusters Score -4193442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -4193446.750000 Penalty: 5095.449707
	Iteration 70Q: 3 clusters Score -4193447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4193450.750000 Penalty: 5095.449707
	Iteration 71Q: 3 clusters Score -4193451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4193455.250000 Penalty: 5095.449707
	Iteration 72Q: 3 clusters Score -4193455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4193447.000000 Penalty: 5095.449707
	Iteration 73Q: 3 clusters Score -4193447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4193445.500000 Penalty: 5095.449707
	Iteration 74Q: 3 clusters Score -4193446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4193445.500000 Penalty: 5095.449707
	Iteration 75Q: 3 clusters Score -4193446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4193447.250000 Penalty: 5095.449707
	Iteration 76Q: 3 clusters Score -4193447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -4193451.750000 Penalty: 5095.449707
	Iteration 77Q: 3 clusters Score -4193452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4193449.500000 Penalty: 5095.449707
	Iteration 78Q: 3 clusters Score -4193450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4193452.250000 Penalty: 5095.449707
	Iteration 79Q: 3 clusters Score -4193452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4193464.250000 Penalty: 5095.449707
	Iteration 80F: 3 clusters Score -4193464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -4193465.500000 Penalty: 5095.449707
	Iteration 81Q: 3 clusters Score -4193466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4193459.750000 Penalty: 5095.449707
	Iteration 82Q: 3 clusters Score -4193460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -4193460.750000 Penalty: 5095.449707
	Iteration 83Q: 3 clusters Score -4193461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4193460.000000 Penalty: 5095.449707
	Iteration 84Q: 3 clusters Score -4193460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4193458.500000 Penalty: 5095.449707
	Iteration 85Q: 3 clusters Score -4193458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4193458.750000 Penalty: 5095.449707
	Iteration 86Q: 3 clusters Score -4193459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4193458.750000 Penalty: 5095.449707
	Iteration 87Q: 3 clusters Score -4193459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4193457.750000 Penalty: 5095.449707
	Iteration 88Q: 3 clusters Score -4193458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -4193457.750000 Penalty: 5095.449707
	Iteration 89Q: 3 clusters Score -4193458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4193459.250000 Penalty: 5095.449707
	Iteration 90Q: 3 clusters Score -4193459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4193459.250000 Penalty: 5095.449707
	Iteration 91F: 3 clusters Score -4193459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Entering Unmasked Estep 
Score: -5505936.500000 Penalty: 2625.560547
	Iteration 0F: 2 clusters Score -5505936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5479036.000000 Penalty: 5251.121094
	Iteration 0F: 3 clusters Score -5479036 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5489217.000000 Penalty: 5251.121094
	Iteration 1F: 3 clusters Score -5489217 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5490236.500000 Penalty: 5251.121094
	Iteration 2F: 3 clusters Score -5490236 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -5491592.000000 Penalty: 5251.121094
	Iteration 3F: 3 clusters Score -5491592 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5493126.500000 Penalty: 5251.121094
	Iteration 4F: 3 clusters Score -5493126 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5494728.000000 Penalty: 5251.121094
	Iteration 5F: 3 clusters Score -5494728 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5496494.000000 Penalty: 5251.121094
	Iteration 6F: 3 clusters Score -5496494 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5498186.500000 Penalty: 5251.121094
	Iteration 7F: 3 clusters Score -5498186 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5499688.500000 Penalty: 5251.121094
	Iteration 8F: 3 clusters Score -5499688 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -5500979.500000 Penalty: 5251.121094
	Iteration 9Q: 3 clusters Score -5500980 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5502111.500000 Penalty: 5251.121094
	Iteration 10Q: 3 clusters Score -5502112 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5503009.000000 Penalty: 5251.121094
	Iteration 11Q: 3 clusters Score -5503009 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5503688.000000 Penalty: 5251.121094
	Iteration 12Q: 3 clusters Score -5503688 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5504105.000000 Penalty: 5251.121094
	Iteration 13Q: 3 clusters Score -5504105 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5504366.000000 Penalty: 5251.121094
	Iteration 14Q: 3 clusters Score -5504366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5504527.000000 Penalty: 5251.121094
	Iteration 15Q: 3 clusters Score -5504527 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5504612.500000 Penalty: 5251.121094
	Iteration 16Q: 3 clusters Score -5504612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5504676.500000 Penalty: 5251.121094
	Iteration 17Q: 3 clusters Score -5504676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5504729.000000 Penalty: 5251.121094
	Iteration 18Q: 3 clusters Score -5504729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5504776.000000 Penalty: 5251.121094
	Iteration 19Q: 3 clusters Score -5504776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5504818.500000 Penalty: 5251.121094
	Iteration 20F: 3 clusters Score -5504818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5504841.500000 Penalty: 5251.121094
	Iteration 21Q: 3 clusters Score -5504842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5504876.000000 Penalty: 5251.121094
	Iteration 22Q: 3 clusters Score -5504876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5504908.000000 Penalty: 5251.121094
	Iteration 23Q: 3 clusters Score -5504908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5504959.000000 Penalty: 5251.121094
	Iteration 24Q: 3 clusters Score -5504959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5505041.000000 Penalty: 5251.121094
	Iteration 25Q: 3 clusters Score -5505041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5505124.500000 Penalty: 5251.121094
	Iteration 26Q: 3 clusters Score -5505124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5505153.500000 Penalty: 5251.121094
	Iteration 27Q: 3 clusters Score -5505154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5505181.000000 Penalty: 5251.121094
	Iteration 28Q: 3 clusters Score -5505181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5505193.000000 Penalty: 5251.121094
	Iteration 29Q: 3 clusters Score -5505193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5505206.000000 Penalty: 5251.121094
	Iteration 30Q: 3 clusters Score -5505206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5505205.500000 Penalty: 5251.121094
	Iteration 31Q: 3 clusters Score -5505206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5505208.000000 Penalty: 5251.121094
	Iteration 32Q: 3 clusters Score -5505208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5505208.000000 Penalty: 5251.121094
	Iteration 33Q: 3 clusters Score -5505208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5505208.000000 Penalty: 5251.121094
	Iteration 34F: 3 clusters Score -5505208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -1881684.250000 Penalty: 2354.478271
	Iteration 0F: 2 clusters Score -1881684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1871866.625000 Penalty: 4708.956543
	Iteration 0F: 3 clusters Score -1871867 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1874846.125000 Penalty: 4708.956543
	Iteration 1F: 3 clusters Score -1874846 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1875192.375000 Penalty: 4708.956543
	Iteration 2F: 3 clusters Score -1875192 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1875444.375000 Penalty: 4708.956543
	Iteration 3Q: 3 clusters Score -1875444 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1875657.375000 Penalty: 4708.956543
	Iteration 4Q: 3 clusters Score -1875657 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1875850.625000 Penalty: 4708.956543
	Iteration 5Q: 3 clusters Score -1875851 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1876036.625000 Penalty: 4708.956543
	Iteration 6Q: 3 clusters Score -1876037 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1876247.375000 Penalty: 4708.956543
	Iteration 7Q: 3 clusters Score -1876247 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1876474.250000 Penalty: 4708.956543
	Iteration 8Q: 3 clusters Score -1876474 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1876708.625000 Penalty: 4708.956543
	Iteration 9Q: 3 clusters Score -1876709 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1876991.375000 Penalty: 4708.956543
	Iteration 10Q: 3 clusters Score -1876991 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1877346.750000 Penalty: 4708.956543
	Iteration 11Q: 3 clusters Score -1877347 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1877822.250000 Penalty: 4708.956543
	Iteration 12F: 3 clusters Score -1877822 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1878348.125000 Penalty: 4708.956543
	Iteration 13F: 3 clusters Score -1878348 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1878857.875000 Penalty: 4708.956543
	Iteration 14Q: 3 clusters Score -1878858 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1879276.375000 Penalty: 4708.956543
	Iteration 15Q: 3 clusters Score -1879276 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1879588.125000 Penalty: 4708.956543
	Iteration 16Q: 3 clusters Score -1879588 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1879766.750000 Penalty: 4708.956543
	Iteration 17Q: 3 clusters Score -1879767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1879904.125000 Penalty: 4708.956543
	Iteration 18Q: 3 clusters Score -1879904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1880000.125000 Penalty: 4708.956543
	Iteration 19Q: 3 clusters Score -1880000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1880070.375000 Penalty: 4708.956543
	Iteration 20F: 3 clusters Score -1880070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1880100.000000 Penalty: 4708.956543
	Iteration 21Q: 3 clusters Score -1880100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1880122.750000 Penalty: 4708.956543
	Iteration 22Q: 3 clusters Score -1880123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1880136.125000 Penalty: 4708.956543
	Iteration 23Q: 3 clusters Score -1880136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1880143.875000 Penalty: 4708.956543
	Iteration 24Q: 3 clusters Score -1880144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1880153.375000 Penalty: 4708.956543
	Iteration 25Q: 3 clusters Score -1880153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1880162.625000 Penalty: 4708.956543
	Iteration 26Q: 3 clusters Score -1880163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1880168.000000 Penalty: 4708.956543
	Iteration 27Q: 3 clusters Score -1880168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1880170.375000 Penalty: 4708.956543
	Iteration 28Q: 3 clusters Score -1880170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1880171.500000 Penalty: 4708.956543
	Iteration 29Q: 3 clusters Score -1880172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1880171.500000 Penalty: 4708.956543
	Iteration 30F: 3 clusters Score -1880172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Entering Unmasked Estep 
Score: -6525008.000000 Penalty: 2653.382568
	Iteration 0F: 2 clusters Score -6525008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6495012.500000 Penalty: 5306.765137
	Iteration 0F: 3 clusters Score -6495012 nChanged 20416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -6506188.500000 Penalty: 5306.765137
	Iteration 1F: 3 clusters Score -6506188 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6506702.000000 Penalty: 5306.765137
	Iteration 2Q: 3 clusters Score -6506702 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6507125.500000 Penalty: 5306.765137
	Iteration 3Q: 3 clusters Score -6507126 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6507679.500000 Penalty: 5306.765137
	Iteration 4Q: 3 clusters Score -6507680 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6508500.500000 Penalty: 5306.765137
	Iteration 5Q: 3 clusters Score -6508500 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6509766.500000 Penalty: 5306.765137
	Iteration 6F: 3 clusters Score -6509766 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -6511585.500000 Penalty: 5306.765137
	Iteration 7F: 3 clusters Score -6511586 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -6514021.500000 Penalty: 5306.765137
	Iteration 8F: 3 clusters Score -6514022 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -6516822.500000 Penalty: 5306.765137
	Iteration 9F: 3 clusters Score -6516822 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6519172.500000 Penalty: 5306.765137
	Iteration 10F: 3 clusters Score -6519172 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -6520764.000000 Penalty: 5306.765137
	Iteration 11Q: 3 clusters Score -6520764 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6521615.500000 Penalty: 5306.765137
	Iteration 12Q: 3 clusters Score -6521616 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6522045.500000 Penalty: 5306.765137
	Iteration 13Q: 3 clusters Score -6522046 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -6522274.000000 Penalty: 5306.765137
	Iteration 14Q: 3 clusters Score -6522274 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6522392.000000 Penalty: 5306.765137
	Iteration 15Q: 3 clusters Score -6522392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6522471.000000 Penalty: 5306.765137
	Iteration 16Q: 3 clusters Score -6522471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6522522.000000 Penalty: 5306.765137
	Iteration 17Q: 3 clusters Score -6522522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -6522560.000000 Penalty: 5306.765137
	Iteration 18Q: 3 clusters Score -6522560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6522586.000000 Penalty: 5306.765137
	Iteration 19Q: 3 clusters Score -6522586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6522589.500000 Penalty: 5306.765137
	Iteration 20F: 3 clusters Score -6522590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -6522597.500000 Penalty: 5306.765137
	Iteration 21Q: 3 clusters Score -6522598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -6522603.000000 Penalty: 5306.765137
	Iteration 22Q: 3 clusters Score -6522603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6522607.000000 Penalty: 5306.765137
	Iteration 23Q: 3 clusters Score -6522607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6522622.500000 Penalty: 5306.765137
	Iteration 24Q: 3 clusters Score -6522622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -6522630.000000 Penalty: 5306.765137
	Iteration 25Q: 3 clusters Score -6522630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -6522632.000000 Penalty: 5306.765137
	Iteration 26Q: 3 clusters Score -6522632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6522636.500000 Penalty: 5306.765137
	Iteration 27Q: 3 clusters Score -6522636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -6522644.000000 Penalty: 5306.765137
	Iteration 28Q: 3 clusters Score -6522644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6522650.000000 Penalty: 5306.765137
	Iteration 29Q: 3 clusters Score -6522650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6522661.000000 Penalty: 5306.765137
	Iteration 30Q: 3 clusters Score -6522661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6522671.000000 Penalty: 5306.765137
	Iteration 31Q: 3 clusters Score -6522671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6522671.000000 Penalty: 5306.765137
	Iteration 32Q: 3 clusters Score -6522671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6522686.000000 Penalty: 5306.765137
	Iteration 33Q: 3 clusters Score -6522686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -6522687.500000 Penalty: 5306.765137
	Iteration 34Q: 3 clusters Score -6522688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -6522683.000000 Penalty: 5306.765137
	Iteration 35Q: 3 clusters Score -6522683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6522687.500000 Penalty: 5306.765137
	Iteration 36Q: 3 clusters Score -6522688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -6522692.000000 Penalty: 5306.765137
	Iteration 37Q: 3 clusters Score -6522692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -6522696.500000 Penalty: 5306.765137
	Iteration 38Q: 3 clusters Score -6522696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -6522716.000000 Penalty: 5306.765137
	Iteration 39Q: 3 clusters Score -6522716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6522713.000000 Penalty: 5306.765137
	Iteration 40F: 3 clusters Score -6522713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -6522716.500000 Penalty: 5306.765137
	Iteration 41Q: 3 clusters Score -6522716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -6522720.500000 Penalty: 5306.765137
	Iteration 42Q: 3 clusters Score -6522720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6522727.000000 Penalty: 5306.765137
	Iteration 43Q: 3 clusters Score -6522727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6522722.500000 Penalty: 5306.765137
	Iteration 44Q: 3 clusters Score -6522722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6522729.000000 Penalty: 5306.765137
	Iteration 45Q: 3 clusters Score -6522729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -6522736.500000 Penalty: 5306.765137
	Iteration 46Q: 3 clusters Score -6522736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6522741.000000 Penalty: 5306.765137
	Iteration 47Q: 3 clusters Score -6522741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6522744.500000 Penalty: 5306.765137
	Iteration 48Q: 3 clusters Score -6522744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6522746.500000 Penalty: 5306.765137
	Iteration 49Q: 3 clusters Score -6522746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -6522752.000000 Penalty: 5306.765137
	Iteration 50Q: 3 clusters Score -6522752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6522744.500000 Penalty: 5306.765137
	Iteration 51Q: 3 clusters Score -6522744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -6522739.000000 Penalty: 5306.765137
	Iteration 52Q: 3 clusters Score -6522739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -6522744.500000 Penalty: 5306.765137
	Iteration 53Q: 3 clusters Score -6522744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -6522757.000000 Penalty: 5306.765137
	Iteration 54Q: 3 clusters Score -6522757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6522755.000000 Penalty: 5306.765137
	Iteration 55Q: 3 clusters Score -6522755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -6522757.000000 Penalty: 5306.765137
	Iteration 56Q: 3 clusters Score -6522757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6522760.000000 Penalty: 5306.765137
	Iteration 57Q: 3 clusters Score -6522760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6522760.000000 Penalty: 5306.765137
	Iteration 58Q: 3 clusters Score -6522760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -6522762.000000 Penalty: 5306.765137
	Iteration 59Q: 3 clusters Score -6522762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -6522785.000000 Penalty: 5306.765137
	Iteration 60F: 3 clusters Score -6522785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -6522792.500000 Penalty: 5306.765137
	Iteration 61Q: 3 clusters Score -6522792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -6522799.500000 Penalty: 5306.765137
	Iteration 62Q: 3 clusters Score -6522800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -6522805.500000 Penalty: 5306.765137
	Iteration 63Q: 3 clusters Score -6522806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -6522809.500000 Penalty: 5306.765137
	Iteration 64Q: 3 clusters Score -6522810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6522810.000000 Penalty: 5306.765137
	Iteration 65Q: 3 clusters Score -6522810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6522812.000000 Penalty: 5306.765137
	Iteration 66Q: 3 clusters Score -6522812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -6522809.000000 Penalty: 5306.765137
	Iteration 67Q: 3 clusters Score -6522809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -6522809.000000 Penalty: 5306.765137
	Iteration 68Q: 3 clusters Score -6522809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -6522811.500000 Penalty: 5306.765137
	Iteration 69Q: 3 clusters Score -6522812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6522809.500000 Penalty: 5306.765137
	Iteration 70Q: 3 clusters Score -6522810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -6522806.500000 Penalty: 5306.765137
	Iteration 71Q: 3 clusters Score -6522806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -6522811.500000 Penalty: 5306.765137
	Iteration 72Q: 3 clusters Score -6522812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -6522811.500000 Penalty: 5306.765137
	Iteration 73F: 3 clusters Score -6522812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -833717.812500 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -833717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -828713.062500 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -828713.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -829979.875000 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -829979.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -830200.250000 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -830200.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -830323.437500 Penalty: 4295.744141
	Iteration 3Q: 3 clusters Score -830323.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -830433.062500 Penalty: 4295.744141
	Iteration 4Q: 3 clusters Score -830433.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -830539.250000 Penalty: 4295.744141
	Iteration 5Q: 3 clusters Score -830539.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -830661.812500 Penalty: 4295.744141
	Iteration 6Q: 3 clusters Score -830661.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -830797.812500 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -830797.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -830936.000000 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -830936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -831072.500000 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -831072.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -831213.812500 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -831213.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -831382.875000 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -831382.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -831540.937500 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -831540.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -831660.375000 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -831660.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -831752.687500 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -831752.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -831824.562500 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -831824.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -831865.187500 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -831865.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -831897.375000 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -831897.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -831926.625000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -831926.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -831946.437500 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -831946.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -831961.812500 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -831961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -831973.562500 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -831973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -831981.937500 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -831981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -831990.437500 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -831990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -831994.000000 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -831994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -831996.375000 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -831996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -832002.437500 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -832002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -832006.750000 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -832006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -832010.875000 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -832010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -832010.375000 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -832010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -832011.125000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -832011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -832012.750000 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -832012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -832012.687500 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -832012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -832012.687500 Penalty: 4295.744141
	Iteration 33F: 3 clusters Score -832012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Entering Unmasked Estep 
Score: -5556937.500000 Penalty: 2611.715088
	Iteration 0F: 2 clusters Score -5556938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5531544.500000 Penalty: 5223.430176
	Iteration 0F: 3 clusters Score -5531544 nChanged 16933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5540487.000000 Penalty: 5223.430176
	Iteration 1F: 3 clusters Score -5540487 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5540925.000000 Penalty: 5223.430176
	Iteration 2Q: 3 clusters Score -5540925 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5541328.000000 Penalty: 5223.430176
	Iteration 3Q: 3 clusters Score -5541328 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5541649.500000 Penalty: 5223.430176
	Iteration 4Q: 3 clusters Score -5541650 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5541927.500000 Penalty: 5223.430176
	Iteration 5Q: 3 clusters Score -5541928 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5542167.000000 Penalty: 5223.430176
	Iteration 6Q: 3 clusters Score -5542167 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5542501.000000 Penalty: 5223.430176
	Iteration 7Q: 3 clusters Score -5542501 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5542806.500000 Penalty: 5223.430176
	Iteration 8Q: 3 clusters Score -5542806 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5543276.500000 Penalty: 5223.430176
	Iteration 9Q: 3 clusters Score -5543276 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5543993.500000 Penalty: 5223.430176
	Iteration 10Q: 3 clusters Score -5543994 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5545110.000000 Penalty: 5223.430176
	Iteration 11F: 3 clusters Score -5545110 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5546755.000000 Penalty: 5223.430176
	Iteration 12F: 3 clusters Score -5546755 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5548774.000000 Penalty: 5223.430176
	Iteration 13F: 3 clusters Score -5548774 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -5550881.000000 Penalty: 5223.430176
	Iteration 14F: 3 clusters Score -5550881 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5552524.000000 Penalty: 5223.430176
	Iteration 15Q: 3 clusters Score -5552524 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5553497.500000 Penalty: 5223.430176
	Iteration 16Q: 3 clusters Score -5553498 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -5554025.000000 Penalty: 5223.430176
	Iteration 17Q: 3 clusters Score -5554025 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5554264.500000 Penalty: 5223.430176
	Iteration 18Q: 3 clusters Score -5554264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5554391.500000 Penalty: 5223.430176
	Iteration 19Q: 3 clusters Score -5554392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -5554484.500000 Penalty: 5223.430176
	Iteration 20F: 3 clusters Score -5554484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5554531.000000 Penalty: 5223.430176
	Iteration 21Q: 3 clusters Score -5554531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -5554558.500000 Penalty: 5223.430176
	Iteration 22Q: 3 clusters Score -5554558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5554573.500000 Penalty: 5223.430176
	Iteration 23Q: 3 clusters Score -5554574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5554582.500000 Penalty: 5223.430176
	Iteration 24Q: 3 clusters Score -5554582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5554588.500000 Penalty: 5223.430176
	Iteration 25Q: 3 clusters Score -5554588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5554591.500000 Penalty: 5223.430176
	Iteration 26Q: 3 clusters Score -5554592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5554603.500000 Penalty: 5223.430176
	Iteration 27Q: 3 clusters Score -5554604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -5554602.500000 Penalty: 5223.430176
	Iteration 28Q: 3 clusters Score -5554602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5554606.000000 Penalty: 5223.430176
	Iteration 29Q: 3 clusters Score -5554606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5554613.500000 Penalty: 5223.430176
	Iteration 30Q: 3 clusters Score -5554614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5554614.000000 Penalty: 5223.430176
	Iteration 31Q: 3 clusters Score -5554614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5554614.000000 Penalty: 5223.430176
	Iteration 32F: 3 clusters Score -5554614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Entering Unmasked Estep 
Score: -6246375.500000 Penalty: 2640.920166
	Iteration 0F: 2 clusters Score -6246376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -6217807.500000 Penalty: 5281.840332
	Iteration 0F: 3 clusters Score -6217808 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6228456.000000 Penalty: 5281.840332
	Iteration 1F: 3 clusters Score -6228456 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -6228882.000000 Penalty: 5281.840332
	Iteration 2Q: 3 clusters Score -6228882 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6229343.000000 Penalty: 5281.840332
	Iteration 3Q: 3 clusters Score -6229343 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6229726.000000 Penalty: 5281.840332
	Iteration 4Q: 3 clusters Score -6229726 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6230158.500000 Penalty: 5281.840332
	Iteration 5Q: 3 clusters Score -6230158 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6230639.500000 Penalty: 5281.840332
	Iteration 6Q: 3 clusters Score -6230640 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6231215.000000 Penalty: 5281.840332
	Iteration 7Q: 3 clusters Score -6231215 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6231965.000000 Penalty: 5281.840332
	Iteration 8Q: 3 clusters Score -6231965 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -6232926.000000 Penalty: 5281.840332
	Iteration 9Q: 3 clusters Score -6232926 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -6234223.500000 Penalty: 5281.840332
	Iteration 10Q: 3 clusters Score -6234224 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6235792.500000 Penalty: 5281.840332
	Iteration 11F: 3 clusters Score -6235792 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6237266.500000 Penalty: 5281.840332
	Iteration 12Q: 3 clusters Score -6237266 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6238321.000000 Penalty: 5281.840332
	Iteration 13Q: 3 clusters Score -6238321 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -6238965.500000 Penalty: 5281.840332
	Iteration 14Q: 3 clusters Score -6238966 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6239408.000000 Penalty: 5281.840332
	Iteration 15Q: 3 clusters Score -6239408 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -6239776.500000 Penalty: 5281.840332
	Iteration 16Q: 3 clusters Score -6239776 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -6240084.500000 Penalty: 5281.840332
	Iteration 17Q: 3 clusters Score -6240084 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -6240364.500000 Penalty: 5281.840332
	Iteration 18Q: 3 clusters Score -6240364 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -6240660.000000 Penalty: 5281.840332
	Iteration 19Q: 3 clusters Score -6240660 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -6240900.500000 Penalty: 5281.840332
	Iteration 20F: 3 clusters Score -6240900 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6241247.500000 Penalty: 5281.840332
	Iteration 21Q: 3 clusters Score -6241248 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6241550.500000 Penalty: 5281.840332
	Iteration 22Q: 3 clusters Score -6241550 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -6241835.000000 Penalty: 5281.840332
	Iteration 23Q: 3 clusters Score -6241835 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -6242127.500000 Penalty: 5281.840332
	Iteration 24Q: 3 clusters Score -6242128 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6242388.000000 Penalty: 5281.840332
	Iteration 25Q: 3 clusters Score -6242388 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -6242637.000000 Penalty: 5281.840332
	Iteration 26Q: 3 clusters Score -6242637 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -6242933.000000 Penalty: 5281.840332
	Iteration 27Q: 3 clusters Score -6242933 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -6243169.000000 Penalty: 5281.840332
	Iteration 28Q: 3 clusters Score -6243169 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6243330.000000 Penalty: 5281.840332
	Iteration 29Q: 3 clusters Score -6243330 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -6243487.500000 Penalty: 5281.840332
	Iteration 30Q: 3 clusters Score -6243488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -6243602.500000 Penalty: 5281.840332
	Iteration 31Q: 3 clusters Score -6243602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -6243714.500000 Penalty: 5281.840332
	Iteration 32Q: 3 clusters Score -6243714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -6243805.500000 Penalty: 5281.840332
	Iteration 33Q: 3 clusters Score -6243806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -6243852.000000 Penalty: 5281.840332
	Iteration 34Q: 3 clusters Score -6243852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6243886.500000 Penalty: 5281.840332
	Iteration 35Q: 3 clusters Score -6243886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -6243916.000000 Penalty: 5281.840332
	Iteration 36Q: 3 clusters Score -6243916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6243943.500000 Penalty: 5281.840332
	Iteration 37Q: 3 clusters Score -6243944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6243965.500000 Penalty: 5281.840332
	Iteration 38Q: 3 clusters Score -6243966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -6243994.000000 Penalty: 5281.840332
	Iteration 39Q: 3 clusters Score -6243994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -6244011.500000 Penalty: 5281.840332
	Iteration 40F: 3 clusters Score -6244012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -6244040.000000 Penalty: 5281.840332
	Iteration 41Q: 3 clusters Score -6244040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6244063.000000 Penalty: 5281.840332
	Iteration 42Q: 3 clusters Score -6244063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -6244069.000000 Penalty: 5281.840332
	Iteration 43Q: 3 clusters Score -6244069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -6244076.000000 Penalty: 5281.840332
	Iteration 44Q: 3 clusters Score -6244076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -6244089.500000 Penalty: 5281.840332
	Iteration 45Q: 3 clusters Score -6244090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6244094.500000 Penalty: 5281.840332
	Iteration 46Q: 3 clusters Score -6244094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -6244100.500000 Penalty: 5281.840332
	Iteration 47Q: 3 clusters Score -6244100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -6244114.500000 Penalty: 5281.840332
	Iteration 48Q: 3 clusters Score -6244114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -6244113.500000 Penalty: 5281.840332
	Iteration 49Q: 3 clusters Score -6244114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -6244130.000000 Penalty: 5281.840332
	Iteration 50Q: 3 clusters Score -6244130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6244141.000000 Penalty: 5281.840332
	Iteration 51Q: 3 clusters Score -6244141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -6244139.000000 Penalty: 5281.840332
	Iteration 52Q: 3 clusters Score -6244139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -6244140.000000 Penalty: 5281.840332
	Iteration 53Q: 3 clusters Score -6244140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -6244141.500000 Penalty: 5281.840332
	Iteration 54Q: 3 clusters Score -6244142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6244148.000000 Penalty: 5281.840332
	Iteration 55Q: 3 clusters Score -6244148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -6244147.000000 Penalty: 5281.840332
	Iteration 56Q: 3 clusters Score -6244147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -6244145.000000 Penalty: 5281.840332
	Iteration 57Q: 3 clusters Score -6244145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6244149.000000 Penalty: 5281.840332
	Iteration 58Q: 3 clusters Score -6244149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6244151.000000 Penalty: 5281.840332
	Iteration 59Q: 3 clusters Score -6244151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -6244152.000000 Penalty: 5281.840332
	Iteration 60F: 3 clusters Score -6244152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6244152.000000 Penalty: 5281.840332
	Iteration 61Q: 3 clusters Score -6244152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6244153.500000 Penalty: 5281.840332
	Iteration 62Q: 3 clusters Score -6244154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6244153.500000 Penalty: 5281.840332
	Iteration 63F: 3 clusters Score -6244154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1550167.750000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1550168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1541936.625000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1541937 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1545027.750000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1545028 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1546171.250000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1546171 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1547234.750000 Penalty: 4614.383789
	Iteration 3F: 3 clusters Score -1547235 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1548007.875000 Penalty: 4614.383789
	Iteration 4F: 3 clusters Score -1548008 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1548458.750000 Penalty: 4614.383789
	Iteration 5F: 3 clusters Score -1548459 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1548682.000000 Penalty: 4614.383789
	Iteration 6Q: 3 clusters Score -1548682 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1548793.750000 Penalty: 4614.383789
	Iteration 7Q: 3 clusters Score -1548794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1548854.625000 Penalty: 4614.383789
	Iteration 8Q: 3 clusters Score -1548855 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1548903.250000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1548903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1548936.500000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1548936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1548966.625000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1548967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1548988.500000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1548988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1549009.750000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1549010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1549038.000000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1549038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1549056.750000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1549057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1549077.750000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1549078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1549090.625000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1549091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1549098.125000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1549098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1549102.375000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1549102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1549110.375000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1549110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1549121.625000 Penalty: 4614.383789
	Iteration 21Q: 3 clusters Score -1549122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1549132.125000 Penalty: 4614.383789
	Iteration 22Q: 3 clusters Score -1549132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1549144.125000 Penalty: 4614.383789
	Iteration 23Q: 3 clusters Score -1549144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1549160.125000 Penalty: 4614.383789
	Iteration 24Q: 3 clusters Score -1549160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1549168.375000 Penalty: 4614.383789
	Iteration 25Q: 3 clusters Score -1549168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1549173.750000 Penalty: 4614.383789
	Iteration 26Q: 3 clusters Score -1549174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1549187.500000 Penalty: 4614.383789
	Iteration 27Q: 3 clusters Score -1549188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1549201.750000 Penalty: 4614.383789
	Iteration 28Q: 3 clusters Score -1549202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1549214.625000 Penalty: 4614.383789
	Iteration 29Q: 3 clusters Score -1549215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1549225.750000 Penalty: 4614.383789
	Iteration 30Q: 3 clusters Score -1549226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1549235.625000 Penalty: 4614.383789
	Iteration 31Q: 3 clusters Score -1549236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1549247.375000 Penalty: 4614.383789
	Iteration 32Q: 3 clusters Score -1549247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1549254.250000 Penalty: 4614.383789
	Iteration 33Q: 3 clusters Score -1549254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1549265.625000 Penalty: 4614.383789
	Iteration 34Q: 3 clusters Score -1549266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1549271.250000 Penalty: 4614.383789
	Iteration 35Q: 3 clusters Score -1549271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1549279.750000 Penalty: 4614.383789
	Iteration 36Q: 3 clusters Score -1549280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1549298.625000 Penalty: 4614.383789
	Iteration 37Q: 3 clusters Score -1549299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1549305.000000 Penalty: 4614.383789
	Iteration 38Q: 3 clusters Score -1549305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1549313.625000 Penalty: 4614.383789
	Iteration 39Q: 3 clusters Score -1549314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1549319.500000 Penalty: 4614.383789
	Iteration 40F: 3 clusters Score -1549320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1549325.625000 Penalty: 4614.383789
	Iteration 41Q: 3 clusters Score -1549326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1549326.375000 Penalty: 4614.383789
	Iteration 42Q: 3 clusters Score -1549326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1549333.625000 Penalty: 4614.383789
	Iteration 43Q: 3 clusters Score -1549334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1549339.125000 Penalty: 4614.383789
	Iteration 44Q: 3 clusters Score -1549339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1549340.125000 Penalty: 4614.383789
	Iteration 45Q: 3 clusters Score -1549340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1549343.625000 Penalty: 4614.383789
	Iteration 46Q: 3 clusters Score -1549344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1549345.875000 Penalty: 4614.383789
	Iteration 47Q: 3 clusters Score -1549346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1549348.125000 Penalty: 4614.383789
	Iteration 48Q: 3 clusters Score -1549348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1549347.875000 Penalty: 4614.383789
	Iteration 49Q: 3 clusters Score -1549348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1549350.750000 Penalty: 4614.383789
	Iteration 50Q: 3 clusters Score -1549351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1549352.875000 Penalty: 4614.383789
	Iteration 51Q: 3 clusters Score -1549353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1549352.250000 Penalty: 4614.383789
	Iteration 52Q: 3 clusters Score -1549352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1549356.000000 Penalty: 4614.383789
	Iteration 53Q: 3 clusters Score -1549356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1549355.000000 Penalty: 4614.383789
	Iteration 54Q: 3 clusters Score -1549355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1549355.875000 Penalty: 4614.383789
	Iteration 55Q: 3 clusters Score -1549356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1549354.250000 Penalty: 4614.383789
	Iteration 56Q: 3 clusters Score -1549354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1549361.625000 Penalty: 4614.383789
	Iteration 57Q: 3 clusters Score -1549362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1549360.375000 Penalty: 4614.383789
	Iteration 58Q: 3 clusters Score -1549360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1549365.375000 Penalty: 4614.383789
	Iteration 59Q: 3 clusters Score -1549365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1549370.375000 Penalty: 4614.383789
	Iteration 60F: 3 clusters Score -1549370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1549372.375000 Penalty: 4614.383789
	Iteration 61Q: 3 clusters Score -1549372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1549370.125000 Penalty: 4614.383789
	Iteration 62Q: 3 clusters Score -1549370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1549369.875000 Penalty: 4614.383789
	Iteration 63Q: 3 clusters Score -1549370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1549373.500000 Penalty: 4614.383789
	Iteration 64Q: 3 clusters Score -1549374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1549373.500000 Penalty: 4614.383789
	Iteration 65Q: 3 clusters Score -1549374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1549376.000000 Penalty: 4614.383789
	Iteration 66Q: 3 clusters Score -1549376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1549375.750000 Penalty: 4614.383789
	Iteration 67Q: 3 clusters Score -1549376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1549376.500000 Penalty: 4614.383789
	Iteration 68Q: 3 clusters Score -1549376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1549373.750000 Penalty: 4614.383789
	Iteration 69Q: 3 clusters Score -1549374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1549373.750000 Penalty: 4614.383789
	Iteration 70F: 3 clusters Score -1549374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42489.523438 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42489.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42585.031250 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42585.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42631.113281 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42631.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42642.941406 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42642.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42647.503906 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42647.503906 Penalty: 2879.346924
	Iteration 5F: 3 clusters Score -42647.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -2053225.625000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -2053226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2042085.750000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -2042086 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2045782.375000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -2045782 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2046220.250000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -2046220 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2046641.875000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -2046642 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2047030.750000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -2047031 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2047404.750000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -2047405 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2047793.500000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -2047794 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2048073.875000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -2048074 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2048353.125000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -2048353 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2048578.750000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -2048579 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2048801.500000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -2048802 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2049021.875000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -2049022 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2049197.250000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -2049197 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2049365.125000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -2049365 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2049502.250000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -2049502 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2049606.375000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -2049606 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2049698.375000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -2049698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2049783.250000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -2049783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2049850.875000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -2049851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2049914.250000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -2049914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2049970.500000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -2049970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2050026.125000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -2050026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2050078.750000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -2050079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2050126.625000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -2050127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2050170.875000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -2050171 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2050215.375000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -2050215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2050253.625000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -2050254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2050298.375000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -2050298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2050341.250000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -2050341 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2050391.375000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -2050391 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2050442.250000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -2050442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2050486.750000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -2050487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2050537.500000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -2050538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2050608.750000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -2050609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2050673.625000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -2050674 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2050753.125000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -2050753 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2050828.500000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -2050828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2050902.375000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -2050902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2050977.000000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -2050977 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2051053.500000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -2051054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2051117.625000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -2051118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2051165.000000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -2051165 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2051215.000000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -2051215 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2051262.000000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -2051262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2051320.750000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -2051321 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2051378.250000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -2051378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2051431.750000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -2051432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2051468.625000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -2051469 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2051508.875000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -2051509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2051527.875000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -2051528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2051539.250000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -2051539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2051560.500000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -2051560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2051572.000000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -2051572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2051586.500000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -2051586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2051597.250000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -2051597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2051613.125000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -2051613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2051625.625000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -2051626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2051633.625000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -2051634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2051635.250000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -2051635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2051639.875000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -2051640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2051642.875000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -2051643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2051648.875000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -2051649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2051653.875000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -2051654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2051656.875000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -2051657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2051659.375000 Penalty: 4783.490234
	Iteration 64Q: 3 clusters Score -2051659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2051663.375000 Penalty: 4783.490234
	Iteration 65Q: 3 clusters Score -2051663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2051664.250000 Penalty: 4783.490234
	Iteration 66Q: 3 clusters Score -2051664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2051664.750000 Penalty: 4783.490234
	Iteration 67Q: 3 clusters Score -2051665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2051669.000000 Penalty: 4783.490234
	Iteration 68Q: 3 clusters Score -2051669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2051673.125000 Penalty: 4783.490234
	Iteration 69Q: 3 clusters Score -2051673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2051673.000000 Penalty: 4783.490234
	Iteration 70Q: 3 clusters Score -2051673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2051672.625000 Penalty: 4783.490234
	Iteration 71Q: 3 clusters Score -2051673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2051675.750000 Penalty: 4783.490234
	Iteration 72Q: 3 clusters Score -2051676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2051677.000000 Penalty: 4783.490234
	Iteration 73Q: 3 clusters Score -2051677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2051677.625000 Penalty: 4783.490234
	Iteration 74Q: 3 clusters Score -2051678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2051677.500000 Penalty: 4783.490234
	Iteration 75Q: 3 clusters Score -2051678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2051677.500000 Penalty: 4783.490234
	Iteration 76F: 3 clusters Score -2051678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20932.353516 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20932.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21048.554688 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21048.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21083.363281 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21083.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21091.437500 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21091.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21098.224609 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21098.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21109.332031 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21109.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21110.562500 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -21110.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21110.562500 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -21110.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Entering Unmasked Estep 
Score: -3651512.750000 Penalty: 2518.629150
	Iteration 0F: 2 clusters Score -3651513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3633645.250000 Penalty: 5037.258301
	Iteration 0F: 3 clusters Score -3633645 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3639919.000000 Penalty: 5037.258301
	Iteration 1F: 3 clusters Score -3639919 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3640605.500000 Penalty: 5037.258301
	Iteration 2F: 3 clusters Score -3640606 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3641437.000000 Penalty: 5037.258301
	Iteration 3F: 3 clusters Score -3641437 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3642443.000000 Penalty: 5037.258301
	Iteration 4F: 3 clusters Score -3642443 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3643607.250000 Penalty: 5037.258301
	Iteration 5F: 3 clusters Score -3643607 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3644868.250000 Penalty: 5037.258301
	Iteration 6F: 3 clusters Score -3644868 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3645999.250000 Penalty: 5037.258301
	Iteration 7F: 3 clusters Score -3645999 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3646996.500000 Penalty: 5037.258301
	Iteration 8Q: 3 clusters Score -3646996 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3647868.000000 Penalty: 5037.258301
	Iteration 9Q: 3 clusters Score -3647868 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3648493.000000 Penalty: 5037.258301
	Iteration 10Q: 3 clusters Score -3648493 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3648897.250000 Penalty: 5037.258301
	Iteration 11Q: 3 clusters Score -3648897 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3649128.750000 Penalty: 5037.258301
	Iteration 12Q: 3 clusters Score -3649129 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3649304.500000 Penalty: 5037.258301
	Iteration 13Q: 3 clusters Score -3649304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3649394.000000 Penalty: 5037.258301
	Iteration 14Q: 3 clusters Score -3649394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3649436.750000 Penalty: 5037.258301
	Iteration 15Q: 3 clusters Score -3649437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3649469.250000 Penalty: 5037.258301
	Iteration 16Q: 3 clusters Score -3649469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3649490.750000 Penalty: 5037.258301
	Iteration 17Q: 3 clusters Score -3649491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3649519.250000 Penalty: 5037.258301
	Iteration 18Q: 3 clusters Score -3649519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3649537.750000 Penalty: 5037.258301
	Iteration 19Q: 3 clusters Score -3649538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3649555.500000 Penalty: 5037.258301
	Iteration 20F: 3 clusters Score -3649556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3649569.000000 Penalty: 5037.258301
	Iteration 21Q: 3 clusters Score -3649569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3649571.500000 Penalty: 5037.258301
	Iteration 22Q: 3 clusters Score -3649572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3649582.500000 Penalty: 5037.258301
	Iteration 23Q: 3 clusters Score -3649582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3649583.500000 Penalty: 5037.258301
	Iteration 24Q: 3 clusters Score -3649584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3649586.000000 Penalty: 5037.258301
	Iteration 25Q: 3 clusters Score -3649586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3649584.250000 Penalty: 5037.258301
	Iteration 26Q: 3 clusters Score -3649584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3649593.250000 Penalty: 5037.258301
	Iteration 27Q: 3 clusters Score -3649593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3649601.750000 Penalty: 5037.258301
	Iteration 28Q: 3 clusters Score -3649602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3649603.500000 Penalty: 5037.258301
	Iteration 29Q: 3 clusters Score -3649604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3649611.250000 Penalty: 5037.258301
	Iteration 30Q: 3 clusters Score -3649611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3649618.500000 Penalty: 5037.258301
	Iteration 31Q: 3 clusters Score -3649618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3649618.000000 Penalty: 5037.258301
	Iteration 32Q: 3 clusters Score -3649618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3649622.500000 Penalty: 5037.258301
	Iteration 33Q: 3 clusters Score -3649622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3649627.250000 Penalty: 5037.258301
	Iteration 34Q: 3 clusters Score -3649627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3649627.000000 Penalty: 5037.258301
	Iteration 35Q: 3 clusters Score -3649627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3649631.250000 Penalty: 5037.258301
	Iteration 36Q: 3 clusters Score -3649631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3649636.500000 Penalty: 5037.258301
	Iteration 37Q: 3 clusters Score -3649636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3649637.000000 Penalty: 5037.258301
	Iteration 38Q: 3 clusters Score -3649637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3649639.250000 Penalty: 5037.258301
	Iteration 39Q: 3 clusters Score -3649639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3649641.250000 Penalty: 5037.258301
	Iteration 40F: 3 clusters Score -3649641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3649645.000000 Penalty: 5037.258301
	Iteration 41Q: 3 clusters Score -3649645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3649645.000000 Penalty: 5037.258301
	Iteration 42F: 3 clusters Score -3649645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Entering Unmasked Estep 
Score: -9383813.000000 Penalty: 2743.329834
	Iteration 0F: 2 clusters Score -9383813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9340996.000000 Penalty: 5486.659668
	Iteration 0F: 3 clusters Score -9340996 nChanged 29665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -9357691.000000 Penalty: 5486.659668
	Iteration 1F: 3 clusters Score -9357691 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -9358289.000000 Penalty: 5486.659668
	Iteration 2Q: 3 clusters Score -9358289 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -9358985.000000 Penalty: 5486.659668
	Iteration 3Q: 3 clusters Score -9358985 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -9359860.000000 Penalty: 5486.659668
	Iteration 4Q: 3 clusters Score -9359860 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -9361137.000000 Penalty: 5486.659668
	Iteration 5Q: 3 clusters Score -9361137 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -9362826.000000 Penalty: 5486.659668
	Iteration 6F: 3 clusters Score -9362826 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -9365219.000000 Penalty: 5486.659668
	Iteration 7F: 3 clusters Score -9365219 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -9368149.000000 Penalty: 5486.659668
	Iteration 8F: 3 clusters Score -9368149 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -9371385.000000 Penalty: 5486.659668
	Iteration 9F: 3 clusters Score -9371385 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -9373904.000000 Penalty: 5486.659668
	Iteration 10F: 3 clusters Score -9373904 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9375341.000000 Penalty: 5486.659668
	Iteration 11Q: 3 clusters Score -9375341 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -9376035.000000 Penalty: 5486.659668
	Iteration 12Q: 3 clusters Score -9376035 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -9376411.000000 Penalty: 5486.659668
	Iteration 13Q: 3 clusters Score -9376411 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -9376769.000000 Penalty: 5486.659668
	Iteration 14Q: 3 clusters Score -9376769 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -9377138.000000 Penalty: 5486.659668
	Iteration 15Q: 3 clusters Score -9377138 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -9377405.000000 Penalty: 5486.659668
	Iteration 16Q: 3 clusters Score -9377405 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -9377630.000000 Penalty: 5486.659668
	Iteration 17Q: 3 clusters Score -9377630 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9377875.000000 Penalty: 5486.659668
	Iteration 18Q: 3 clusters Score -9377875 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9378091.000000 Penalty: 5486.659668
	Iteration 19Q: 3 clusters Score -9378091 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9378350.000000 Penalty: 5486.659668
	Iteration 20F: 3 clusters Score -9378350 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9378504.000000 Penalty: 5486.659668
	Iteration 21Q: 3 clusters Score -9378504 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -9378686.000000 Penalty: 5486.659668
	Iteration 22Q: 3 clusters Score -9378686 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -9378825.000000 Penalty: 5486.659668
	Iteration 23Q: 3 clusters Score -9378825 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -9379038.000000 Penalty: 5486.659668
	Iteration 24Q: 3 clusters Score -9379038 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -9379199.000000 Penalty: 5486.659668
	Iteration 25Q: 3 clusters Score -9379199 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -9379318.000000 Penalty: 5486.659668
	Iteration 26Q: 3 clusters Score -9379318 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -9379498.000000 Penalty: 5486.659668
	Iteration 27Q: 3 clusters Score -9379498 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -9379664.000000 Penalty: 5486.659668
	Iteration 28Q: 3 clusters Score -9379664 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -9379771.000000 Penalty: 5486.659668
	Iteration 29Q: 3 clusters Score -9379771 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -9379928.000000 Penalty: 5486.659668
	Iteration 30Q: 3 clusters Score -9379928 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -9380044.000000 Penalty: 5486.659668
	Iteration 31Q: 3 clusters Score -9380044 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -9380151.000000 Penalty: 5486.659668
	Iteration 32Q: 3 clusters Score -9380151 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -9380245.000000 Penalty: 5486.659668
	Iteration 33Q: 3 clusters Score -9380245 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -9380336.000000 Penalty: 5486.659668
	Iteration 34Q: 3 clusters Score -9380336 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -9380446.000000 Penalty: 5486.659668
	Iteration 35Q: 3 clusters Score -9380446 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -9380545.000000 Penalty: 5486.659668
	Iteration 36Q: 3 clusters Score -9380545 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -9380655.000000 Penalty: 5486.659668
	Iteration 37Q: 3 clusters Score -9380655 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -9380710.000000 Penalty: 5486.659668
	Iteration 38Q: 3 clusters Score -9380710 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -9380790.000000 Penalty: 5486.659668
	Iteration 39Q: 3 clusters Score -9380790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -9380821.000000 Penalty: 5486.659668
	Iteration 40F: 3 clusters Score -9380821 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -9380886.000000 Penalty: 5486.659668
	Iteration 41Q: 3 clusters Score -9380886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -9380925.000000 Penalty: 5486.659668
	Iteration 42Q: 3 clusters Score -9380925 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -9380959.000000 Penalty: 5486.659668
	Iteration 43Q: 3 clusters Score -9380959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -9380986.000000 Penalty: 5486.659668
	Iteration 44Q: 3 clusters Score -9380986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -9381023.000000 Penalty: 5486.659668
	Iteration 45Q: 3 clusters Score -9381023 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -9381049.000000 Penalty: 5486.659668
	Iteration 46Q: 3 clusters Score -9381049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -9381070.000000 Penalty: 5486.659668
	Iteration 47Q: 3 clusters Score -9381070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -9381087.000000 Penalty: 5486.659668
	Iteration 48Q: 3 clusters Score -9381087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -9381131.000000 Penalty: 5486.659668
	Iteration 49Q: 3 clusters Score -9381131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -9381153.000000 Penalty: 5486.659668
	Iteration 50Q: 3 clusters Score -9381153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -9381151.000000 Penalty: 5486.659668
	Iteration 51Q: 3 clusters Score -9381151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -9381178.000000 Penalty: 5486.659668
	Iteration 52Q: 3 clusters Score -9381178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -9381216.000000 Penalty: 5486.659668
	Iteration 53Q: 3 clusters Score -9381216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -9381230.000000 Penalty: 5486.659668
	Iteration 54Q: 3 clusters Score -9381230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -9381231.000000 Penalty: 5486.659668
	Iteration 55Q: 3 clusters Score -9381231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -9381257.000000 Penalty: 5486.659668
	Iteration 56Q: 3 clusters Score -9381257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -9381275.000000 Penalty: 5486.659668
	Iteration 57Q: 3 clusters Score -9381275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -9381298.000000 Penalty: 5486.659668
	Iteration 58Q: 3 clusters Score -9381298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -9381313.000000 Penalty: 5486.659668
	Iteration 59Q: 3 clusters Score -9381313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -9381330.000000 Penalty: 5486.659668
	Iteration 60F: 3 clusters Score -9381330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -9381358.000000 Penalty: 5486.659668
	Iteration 61Q: 3 clusters Score -9381358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -9381364.000000 Penalty: 5486.659668
	Iteration 62Q: 3 clusters Score -9381364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -9381395.000000 Penalty: 5486.659668
	Iteration 63Q: 3 clusters Score -9381395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -9381405.000000 Penalty: 5486.659668
	Iteration 64Q: 3 clusters Score -9381405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -9381408.000000 Penalty: 5486.659668
	Iteration 65Q: 3 clusters Score -9381408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -9381420.000000 Penalty: 5486.659668
	Iteration 66Q: 3 clusters Score -9381420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -9381435.000000 Penalty: 5486.659668
	Iteration 67Q: 3 clusters Score -9381435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -9381439.000000 Penalty: 5486.659668
	Iteration 68Q: 3 clusters Score -9381439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -9381448.000000 Penalty: 5486.659668
	Iteration 69Q: 3 clusters Score -9381448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -9381448.000000 Penalty: 5486.659668
	Iteration 70Q: 3 clusters Score -9381448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -9381444.000000 Penalty: 5486.659668
	Iteration 71Q: 3 clusters Score -9381444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -9381437.000000 Penalty: 5486.659668
	Iteration 72Q: 3 clusters Score -9381437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -9381435.000000 Penalty: 5486.659668
	Iteration 73Q: 3 clusters Score -9381435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -9381446.000000 Penalty: 5486.659668
	Iteration 74Q: 3 clusters Score -9381446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -9381470.000000 Penalty: 5486.659668
	Iteration 75Q: 3 clusters Score -9381470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -9381466.000000 Penalty: 5486.659668
	Iteration 76Q: 3 clusters Score -9381466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -9381454.000000 Penalty: 5486.659668
	Iteration 77Q: 3 clusters Score -9381454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -9381466.000000 Penalty: 5486.659668
	Iteration 78Q: 3 clusters Score -9381466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -9381476.000000 Penalty: 5486.659668
	Iteration 79Q: 3 clusters Score -9381476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -9381468.000000 Penalty: 5486.659668
	Iteration 80F: 3 clusters Score -9381468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -9381468.000000 Penalty: 5486.659668
	Iteration 81Q: 3 clusters Score -9381468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -9381473.000000 Penalty: 5486.659668
	Iteration 82Q: 3 clusters Score -9381473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -9381476.000000 Penalty: 5486.659668
	Iteration 83Q: 3 clusters Score -9381476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -9381468.000000 Penalty: 5486.659668
	Iteration 84Q: 3 clusters Score -9381468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -9381478.000000 Penalty: 5486.659668
	Iteration 85Q: 3 clusters Score -9381478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -9381479.000000 Penalty: 5486.659668
	Iteration 86Q: 3 clusters Score -9381479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -9381478.000000 Penalty: 5486.659668
	Iteration 87Q: 3 clusters Score -9381478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -9381478.000000 Penalty: 5486.659668
	Iteration 88Q: 3 clusters Score -9381478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -9381479.000000 Penalty: 5486.659668
	Iteration 89Q: 3 clusters Score -9381479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -9381485.000000 Penalty: 5486.659668
	Iteration 90Q: 3 clusters Score -9381485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -9381490.000000 Penalty: 5486.659668
	Iteration 91Q: 3 clusters Score -9381490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -9381492.000000 Penalty: 5486.659668
	Iteration 92Q: 3 clusters Score -9381492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -9381490.000000 Penalty: 5486.659668
	Iteration 93Q: 3 clusters Score -9381490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -9381499.000000 Penalty: 5486.659668
	Iteration 94Q: 3 clusters Score -9381499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -9381496.000000 Penalty: 5486.659668
	Iteration 95Q: 3 clusters Score -9381496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -9381495.000000 Penalty: 5486.659668
	Iteration 96Q: 3 clusters Score -9381495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -9381502.000000 Penalty: 5486.659668
	Iteration 97Q: 3 clusters Score -9381502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -9381493.000000 Penalty: 5486.659668
	Iteration 98Q: 3 clusters Score -9381493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -9381490.000000 Penalty: 5486.659668
	Iteration 99Q: 3 clusters Score -9381490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -9381497.000000 Penalty: 5486.659668
	Iteration 100F: 3 clusters Score -9381497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -9381497.000000 Penalty: 5486.659668
	Iteration 101Q: 3 clusters Score -9381497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -9381502.000000 Penalty: 5486.659668
	Iteration 102Q: 3 clusters Score -9381502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -9381511.000000 Penalty: 5486.659668
	Iteration 103Q: 3 clusters Score -9381511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -9381515.000000 Penalty: 5486.659668
	Iteration 104Q: 3 clusters Score -9381515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -9381521.000000 Penalty: 5486.659668
	Iteration 105Q: 3 clusters Score -9381521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -9381524.000000 Penalty: 5486.659668
	Iteration 106Q: 3 clusters Score -9381524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -9381525.000000 Penalty: 5486.659668
	Iteration 107Q: 3 clusters Score -9381525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -9381518.000000 Penalty: 5486.659668
	Iteration 108Q: 3 clusters Score -9381518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9381528.000000 Penalty: 5486.659668
	Iteration 109Q: 3 clusters Score -9381528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -9381539.000000 Penalty: 5486.659668
	Iteration 110Q: 3 clusters Score -9381539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9381541.000000 Penalty: 5486.659668
	Iteration 111Q: 3 clusters Score -9381541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9381538.000000 Penalty: 5486.659668
	Iteration 112Q: 3 clusters Score -9381538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9381538.000000 Penalty: 5486.659668
	Iteration 113F: 3 clusters Score -9381538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Entering Unmasked Estep 
Score: -4203707.000000 Penalty: 2548.759521
	Iteration 0F: 2 clusters Score -4203707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4183711.750000 Penalty: 5097.519043
	Iteration 0F: 3 clusters Score -4183712 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4190661.000000 Penalty: 5097.519043
	Iteration 1F: 3 clusters Score -4190661 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4191048.500000 Penalty: 5097.519043
	Iteration 2Q: 3 clusters Score -4191048 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4191358.750000 Penalty: 5097.519043
	Iteration 3Q: 3 clusters Score -4191359 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4191641.250000 Penalty: 5097.519043
	Iteration 4Q: 3 clusters Score -4191641 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4191959.500000 Penalty: 5097.519043
	Iteration 5Q: 3 clusters Score -4191960 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4192264.250000 Penalty: 5097.519043
	Iteration 6Q: 3 clusters Score -4192264 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4192687.750000 Penalty: 5097.519043
	Iteration 7Q: 3 clusters Score -4192688 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4193344.250000 Penalty: 5097.519043
	Iteration 8Q: 3 clusters Score -4193344 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4194368.000000 Penalty: 5097.519043
	Iteration 9F: 3 clusters Score -4194368 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4195880.000000 Penalty: 5097.519043
	Iteration 10F: 3 clusters Score -4195880 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4197791.000000 Penalty: 5097.519043
	Iteration 11F: 3 clusters Score -4197791 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4199464.000000 Penalty: 5097.519043
	Iteration 12F: 3 clusters Score -4199464 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4200559.500000 Penalty: 5097.519043
	Iteration 13Q: 3 clusters Score -4200560 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4201063.500000 Penalty: 5097.519043
	Iteration 14Q: 3 clusters Score -4201064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4201255.500000 Penalty: 5097.519043
	Iteration 15Q: 3 clusters Score -4201256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4201348.500000 Penalty: 5097.519043
	Iteration 16Q: 3 clusters Score -4201348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4201394.500000 Penalty: 5097.519043
	Iteration 17Q: 3 clusters Score -4201394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4201407.500000 Penalty: 5097.519043
	Iteration 18Q: 3 clusters Score -4201408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4201421.000000 Penalty: 5097.519043
	Iteration 19Q: 3 clusters Score -4201421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4201426.000000 Penalty: 5097.519043
	Iteration 20F: 3 clusters Score -4201426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -4201434.000000 Penalty: 5097.519043
	Iteration 21Q: 3 clusters Score -4201434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4201446.500000 Penalty: 5097.519043
	Iteration 22Q: 3 clusters Score -4201446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4201448.000000 Penalty: 5097.519043
	Iteration 23Q: 3 clusters Score -4201448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4201449.500000 Penalty: 5097.519043
	Iteration 24Q: 3 clusters Score -4201450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4201450.500000 Penalty: 5097.519043
	Iteration 25Q: 3 clusters Score -4201450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4201451.500000 Penalty: 5097.519043
	Iteration 26Q: 3 clusters Score -4201452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4201451.500000 Penalty: 5097.519043
	Iteration 27F: 3 clusters Score -4201452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -323635.500000 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -323635.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -320747.500000 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -320747.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -321413.781250 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -321413.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -321667.687500 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -321667.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -321902.218750 Penalty: 3865.823486
	Iteration 3F: 3 clusters Score -321902.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -322201.812500 Penalty: 3865.823486
	Iteration 4F: 3 clusters Score -322201.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -322513.593750 Penalty: 3865.823486
	Iteration 5F: 3 clusters Score -322513.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -322748.093750 Penalty: 3865.823486
	Iteration 6F: 3 clusters Score -322748.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -322905.218750 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -322905.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -323008.468750 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -323008.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -323041.687500 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -323041.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -323064.468750 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -323064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -323079.968750 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -323080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -323090.906250 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -323090.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -323103.375000 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -323103.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -323114.000000 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -323114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323122.656250 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -323122.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -323143.375000 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -323143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -323172.281250 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -323172.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -323197.625000 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -323197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -323222.687500 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -323222.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323249.375000 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -323249.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -323273.031250 Penalty: 3865.823486
	Iteration 21Q: 3 clusters Score -323273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -323289.000000 Penalty: 3865.823486
	Iteration 22Q: 3 clusters Score -323289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -323302.187500 Penalty: 3865.823486
	Iteration 23Q: 3 clusters Score -323302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -323315.187500 Penalty: 3865.823486
	Iteration 24Q: 3 clusters Score -323315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -323325.812500 Penalty: 3865.823486
	Iteration 25Q: 3 clusters Score -323325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -323333.218750 Penalty: 3865.823486
	Iteration 26Q: 3 clusters Score -323333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -323336.406250 Penalty: 3865.823486
	Iteration 27Q: 3 clusters Score -323336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -323338.625000 Penalty: 3865.823486
	Iteration 28Q: 3 clusters Score -323338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -323340.000000 Penalty: 3865.823486
	Iteration 29Q: 3 clusters Score -323340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -323341.312500 Penalty: 3865.823486
	Iteration 30Q: 3 clusters Score -323341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -323342.062500 Penalty: 3865.823486
	Iteration 31Q: 3 clusters Score -323342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -323343.343750 Penalty: 3865.823486
	Iteration 32Q: 3 clusters Score -323343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -323343.906250 Penalty: 3865.823486
	Iteration 33Q: 3 clusters Score -323343.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -323343.906250 Penalty: 3865.823486
	Iteration 34F: 3 clusters Score -323343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Entering Unmasked Estep 
Score: -22625430.000000 Penalty: 2962.947021
	Iteration 0F: 2 clusters Score -2.262543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -22527208.000000 Penalty: 5925.894043
	Iteration 0F: 3 clusters Score -2.252721e+07 nChanged 73920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -22570142.000000 Penalty: 5925.894043
	Iteration 1F: 3 clusters Score -2.257014e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -22571222.000000 Penalty: 5925.894043
	Iteration 2Q: 3 clusters Score -2.257122e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -22572488.000000 Penalty: 5925.894043
	Iteration 3Q: 3 clusters Score -2.257249e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -22573892.000000 Penalty: 5925.894043
	Iteration 4Q: 3 clusters Score -2.257389e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -22576368.000000 Penalty: 5925.894043
	Iteration 5Q: 3 clusters Score -2.257637e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -22580076.000000 Penalty: 5925.894043
	Iteration 6Q: 3 clusters Score -2.258008e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -22585874.000000 Penalty: 5925.894043
	Iteration 7F: 3 clusters Score -2.258587e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -22593556.000000 Penalty: 5925.894043
	Iteration 8F: 3 clusters Score -2.259356e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -22601368.000000 Penalty: 5925.894043
	Iteration 9F: 3 clusters Score -2.260137e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -22606620.000000 Penalty: 5925.894043
	Iteration 10F: 3 clusters Score -2.260662e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -22609544.000000 Penalty: 5925.894043
	Iteration 11Q: 3 clusters Score -2.260954e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -22611326.000000 Penalty: 5925.894043
	Iteration 12Q: 3 clusters Score -2.261133e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -22612664.000000 Penalty: 5925.894043
	Iteration 13Q: 3 clusters Score -2.261266e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -22613900.000000 Penalty: 5925.894043
	Iteration 14Q: 3 clusters Score -2.26139e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -22615004.000000 Penalty: 5925.894043
	Iteration 15Q: 3 clusters Score -2.2615e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123469 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -22616236.000000 Penalty: 5925.894043
	Iteration 16Q: 3 clusters Score -2.261624e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -22617178.000000 Penalty: 5925.894043
	Iteration 17Q: 3 clusters Score -2.261718e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130348 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -22618090.000000 Penalty: 5925.894043
	Iteration 18Q: 3 clusters Score -2.261809e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -22618988.000000 Penalty: 5925.894043
	Iteration 19Q: 3 clusters Score -2.261899e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -22619778.000000 Penalty: 5925.894043
	Iteration 20F: 3 clusters Score -2.261978e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -22620466.000000 Penalty: 5925.894043
	Iteration 21Q: 3 clusters Score -2.262047e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -22621066.000000 Penalty: 5925.894043
	Iteration 22Q: 3 clusters Score -2.262107e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143682 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -22621676.000000 Penalty: 5925.894043
	Iteration 23Q: 3 clusters Score -2.262168e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -22622106.000000 Penalty: 5925.894043
	Iteration 24Q: 3 clusters Score -2.262211e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147152 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -22622604.000000 Penalty: 5925.894043
	Iteration 25Q: 3 clusters Score -2.26226e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -22622794.000000 Penalty: 5925.894043
	Iteration 26Q: 3 clusters Score -2.262279e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -22622992.000000 Penalty: 5925.894043
	Iteration 27Q: 3 clusters Score -2.262299e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150243 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -22623240.000000 Penalty: 5925.894043
	Iteration 28Q: 3 clusters Score -2.262324e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -22623290.000000 Penalty: 5925.894043
	Iteration 29Q: 3 clusters Score -2.262329e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22623374.000000 Penalty: 5925.894043
	Iteration 30Q: 3 clusters Score -2.262337e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5925.894043
	Iteration 31Q: 3 clusters Score -2.26234e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22623364.000000 Penalty: 5925.894043
	Iteration 32Q: 3 clusters Score -2.262336e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22623346.000000 Penalty: 5925.894043
	Iteration 33Q: 3 clusters Score -2.262335e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22623384.000000 Penalty: 5925.894043
	Iteration 34Q: 3 clusters Score -2.262338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5925.894043
	Iteration 35Q: 3 clusters Score -2.262339e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -22623418.000000 Penalty: 5925.894043
	Iteration 36Q: 3 clusters Score -2.262342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22623406.000000 Penalty: 5925.894043
	Iteration 37Q: 3 clusters Score -2.262341e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22623464.000000 Penalty: 5925.894043
	Iteration 38Q: 3 clusters Score -2.262346e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -22623446.000000 Penalty: 5925.894043
	Iteration 39Q: 3 clusters Score -2.262345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -22623456.000000 Penalty: 5925.894043
	Iteration 40F: 3 clusters Score -2.262346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22623502.000000 Penalty: 5925.894043
	Iteration 41Q: 3 clusters Score -2.26235e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22623536.000000 Penalty: 5925.894043
	Iteration 42Q: 3 clusters Score -2.262354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22623520.000000 Penalty: 5925.894043
	Iteration 43Q: 3 clusters Score -2.262352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22623526.000000 Penalty: 5925.894043
	Iteration 44Q: 3 clusters Score -2.262353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22623528.000000 Penalty: 5925.894043
	Iteration 45Q: 3 clusters Score -2.262353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22623532.000000 Penalty: 5925.894043
	Iteration 46Q: 3 clusters Score -2.262353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153112 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22623524.000000 Penalty: 5925.894043
	Iteration 47Q: 3 clusters Score -2.262352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22623524.000000 Penalty: 5925.894043
	Iteration 48Q: 3 clusters Score -2.262352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22623554.000000 Penalty: 5925.894043
	Iteration 49Q: 3 clusters Score -2.262355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22623512.000000 Penalty: 5925.894043
	Iteration 50Q: 3 clusters Score -2.262351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22623516.000000 Penalty: 5925.894043
	Iteration 51Q: 3 clusters Score -2.262352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22623514.000000 Penalty: 5925.894043
	Iteration 52Q: 3 clusters Score -2.262351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22623512.000000 Penalty: 5925.894043
	Iteration 53Q: 3 clusters Score -2.262351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22623512.000000 Penalty: 5925.894043
	Iteration 54Q: 3 clusters Score -2.262351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22623514.000000 Penalty: 5925.894043
	Iteration 55Q: 3 clusters Score -2.262351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22623512.000000 Penalty: 5925.894043
	Iteration 56Q: 3 clusters Score -2.262351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22623512.000000 Penalty: 5925.894043
	Iteration 57Q: 3 clusters Score -2.262351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22623506.000000 Penalty: 5925.894043
	Iteration 58Q: 3 clusters Score -2.262351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22623500.000000 Penalty: 5925.894043
	Iteration 59Q: 3 clusters Score -2.26235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22623500.000000 Penalty: 5925.894043
	Iteration 60F: 3 clusters Score -2.26235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60653.644531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60653.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59111.339844 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -59111.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59331.800781 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -59331.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59416.519531 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -59416.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59434.164062 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -59434.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59443.597656 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -59443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59473.167969 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -59473.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59492.042969 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -59492.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59513.371094 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -59513.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59528.066406 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -59528.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59547.292969 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -59547.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59560.085938 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -59560.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59574.140625 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -59574.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59575.218750 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -59575.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59575.218750 Penalty: 3069.378906
	Iteration 13F: 3 clusters Score -59575.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -360483.125000 Penalty: 1989.271606
	Iteration 0F: 2 clusters Score -360483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -357226.875000 Penalty: 3978.543213
	Iteration 0F: 3 clusters Score -357226.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -357998.250000 Penalty: 3978.543213
	Iteration 1F: 3 clusters Score -357998.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358369.718750 Penalty: 3978.543213
	Iteration 2F: 3 clusters Score -358369.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -358635.031250 Penalty: 3978.543213
	Iteration 3F: 3 clusters Score -358635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -358818.281250 Penalty: 3978.543213
	Iteration 4F: 3 clusters Score -358818.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -358960.312500 Penalty: 3978.543213
	Iteration 5Q: 3 clusters Score -358960.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -359080.250000 Penalty: 3978.543213
	Iteration 6Q: 3 clusters Score -359080.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359156.500000 Penalty: 3978.543213
	Iteration 7Q: 3 clusters Score -359156.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -359207.625000 Penalty: 3978.543213
	Iteration 8Q: 3 clusters Score -359207.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359247.531250 Penalty: 3978.543213
	Iteration 9Q: 3 clusters Score -359247.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -359281.906250 Penalty: 3978.543213
	Iteration 10Q: 3 clusters Score -359281.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -359309.125000 Penalty: 3978.543213
	Iteration 11Q: 3 clusters Score -359309.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359333.656250 Penalty: 3978.543213
	Iteration 12Q: 3 clusters Score -359333.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -359352.625000 Penalty: 3978.543213
	Iteration 13Q: 3 clusters Score -359352.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -359369.093750 Penalty: 3978.543213
	Iteration 14Q: 3 clusters Score -359369.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -359388.375000 Penalty: 3978.543213
	Iteration 15Q: 3 clusters Score -359388.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -359410.156250 Penalty: 3978.543213
	Iteration 16Q: 3 clusters Score -359410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359424.531250 Penalty: 3978.543213
	Iteration 17Q: 3 clusters Score -359424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -359434.750000 Penalty: 3978.543213
	Iteration 18Q: 3 clusters Score -359434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -359440.500000 Penalty: 3978.543213
	Iteration 19Q: 3 clusters Score -359440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359447.656250 Penalty: 3978.543213
	Iteration 20F: 3 clusters Score -359447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359454.218750 Penalty: 3978.543213
	Iteration 21Q: 3 clusters Score -359454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -359458.281250 Penalty: 3978.543213
	Iteration 22Q: 3 clusters Score -359458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -359459.187500 Penalty: 3978.543213
	Iteration 23Q: 3 clusters Score -359459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -359461.125000 Penalty: 3978.543213
	Iteration 24Q: 3 clusters Score -359461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -359462.937500 Penalty: 3978.543213
	Iteration 25Q: 3 clusters Score -359462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -359465.406250 Penalty: 3978.543213
	Iteration 26Q: 3 clusters Score -359465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -359468.781250 Penalty: 3978.543213
	Iteration 27Q: 3 clusters Score -359468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -359469.875000 Penalty: 3978.543213
	Iteration 28Q: 3 clusters Score -359469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -359474.500000 Penalty: 3978.543213
	Iteration 29Q: 3 clusters Score -359474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -359477.406250 Penalty: 3978.543213
	Iteration 30Q: 3 clusters Score -359477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359481.375000 Penalty: 3978.543213
	Iteration 31Q: 3 clusters Score -359481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -359485.250000 Penalty: 3978.543213
	Iteration 32Q: 3 clusters Score -359485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -359488.687500 Penalty: 3978.543213
	Iteration 33Q: 3 clusters Score -359488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -359492.812500 Penalty: 3978.543213
	Iteration 34Q: 3 clusters Score -359492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -359492.531250 Penalty: 3978.543213
	Iteration 35Q: 3 clusters Score -359492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -359492.531250 Penalty: 3978.543213
	Iteration 36F: 3 clusters Score -359492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (207025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207025 members 
Entering Unmasked Estep 
Score: -30285102.000000 Penalty: 3035.667480
	Iteration 0F: 2 clusters Score -3.02851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -30159042.000000 Penalty: 6071.334961
	Iteration 0F: 3 clusters Score -3.015904e+07 nChanged 99607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -30217202.000000 Penalty: 6071.334961
	Iteration 1F: 3 clusters Score -3.02172e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -30218012.000000 Penalty: 6071.334961
	Iteration 2Q: 3 clusters Score -3.021801e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -30218868.000000 Penalty: 6071.334961
	Iteration 3Q: 3 clusters Score -3.021887e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -30219786.000000 Penalty: 6071.334961
	Iteration 4Q: 3 clusters Score -3.021979e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -30221044.000000 Penalty: 6071.334961
	Iteration 5Q: 3 clusters Score -3.022104e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -30223222.000000 Penalty: 6071.334961
	Iteration 6Q: 3 clusters Score -3.022322e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -30226956.000000 Penalty: 6071.334961
	Iteration 7Q: 3 clusters Score -3.022696e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -30232900.000000 Penalty: 6071.334961
	Iteration 8F: 3 clusters Score -3.02329e+07 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -30241868.000000 Penalty: 6071.334961
	Iteration 9F: 3 clusters Score -3.024187e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164836 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -30252602.000000 Penalty: 6071.334961
	Iteration 10F: 3 clusters Score -3.02526e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -30262564.000000 Penalty: 6071.334961
	Iteration 11F: 3 clusters Score -3.026256e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -30270068.000000 Penalty: 6071.334961
	Iteration 12Q: 3 clusters Score -3.027007e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -30275120.000000 Penalty: 6071.334961
	Iteration 13Q: 3 clusters Score -3.027512e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194369 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -30278438.000000 Penalty: 6071.334961
	Iteration 14Q: 3 clusters Score -3.027844e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198081 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -30280634.000000 Penalty: 6071.334961
	Iteration 15Q: 3 clusters Score -3.028063e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201177 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -30281776.000000 Penalty: 6071.334961
	Iteration 16Q: 3 clusters Score -3.028178e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -30282354.000000 Penalty: 6071.334961
	Iteration 17Q: 3 clusters Score -3.028235e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205094 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30282516.000000 Penalty: 6071.334961
	Iteration 18Q: 3 clusters Score -3.028252e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205987 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -30282458.000000 Penalty: 6071.334961
	Iteration 19Q: 3 clusters Score -3.028246e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206417 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -30282456.000000 Penalty: 6071.334961
	Iteration 20F: 3 clusters Score -3.028246e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206603 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30282542.000000 Penalty: 6071.334961
	Iteration 21Q: 3 clusters Score -3.028254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206667 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30282514.000000 Penalty: 6071.334961
	Iteration 22Q: 3 clusters Score -3.028251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206702 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30282522.000000 Penalty: 6071.334961
	Iteration 23Q: 3 clusters Score -3.028252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206718 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30282542.000000 Penalty: 6071.334961
	Iteration 24Q: 3 clusters Score -3.028254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206726 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30282546.000000 Penalty: 6071.334961
	Iteration 25Q: 3 clusters Score -3.028255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206727 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30282538.000000 Penalty: 6071.334961
	Iteration 26Q: 3 clusters Score -3.028254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206728 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30282540.000000 Penalty: 6071.334961
	Iteration 27Q: 3 clusters Score -3.028254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206728 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30282540.000000 Penalty: 6071.334961
	Iteration 28F: 3 clusters Score -3.028254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -603025.187500 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -603025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -599012.812500 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -599012.8 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -599916.500000 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -599916.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -600062.500000 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -600062.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -600159.312500 Penalty: 4137.458008
	Iteration 3Q: 3 clusters Score -600159.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -600222.812500 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -600222.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -600280.375000 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -600280.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -600332.500000 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -600332.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -600377.250000 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -600377.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -600419.375000 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -600419.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -600457.625000 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -600457.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -600491.000000 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -600491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -600525.937500 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -600525.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -600551.687500 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -600551.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -600575.375000 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -600575.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -600596.750000 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -600596.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -600617.562500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -600617.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -600629.500000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -600629.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -600647.062500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -600647.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -600673.687500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -600673.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -600715.125000 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -600715.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -600752.812500 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -600752.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -600787.125000 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -600787.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -600829.437500 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -600829.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -600866.250000 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -600866.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -600897.625000 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -600897.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -600928.125000 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -600928.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -600954.562500 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -600954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -600975.625000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -600975.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -601001.625000 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -601001.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -601025.375000 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -601025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -601041.937500 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -601041.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -601060.187500 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -601060.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -601071.062500 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -601071.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -601087.437500 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -601087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -601101.750000 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -601101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -601115.750000 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -601115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -601127.937500 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -601127.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -601137.875000 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -601137.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -601147.250000 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -601147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -601154.125000 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -601154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -601157.750000 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -601157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -601160.812500 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -601160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -601163.750000 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -601163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -601165.250000 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -601165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -601165.625000 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -601165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -601166.187500 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -601166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -601167.062500 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -601167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -601171.125000 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -601171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -601177.187500 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -601177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -601180.062500 Penalty: 4137.458008
	Iteration 49Q: 3 clusters Score -601180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -601184.625000 Penalty: 4137.458008
	Iteration 50Q: 3 clusters Score -601184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -601187.687500 Penalty: 4137.458008
	Iteration 51Q: 3 clusters Score -601187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -601188.375000 Penalty: 4137.458008
	Iteration 52Q: 3 clusters Score -601188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -601189.187500 Penalty: 4137.458008
	Iteration 53Q: 3 clusters Score -601189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -601189.625000 Penalty: 4137.458008
	Iteration 54Q: 3 clusters Score -601189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -601189.625000 Penalty: 4137.458008
	Iteration 55F: 3 clusters Score -601189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -109802.265625 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -109802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108012.671875 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -108012.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108350.843750 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -108350.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108525.625000 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -108525.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108743.742188 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -108743.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108957.835938 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -108957.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109138.523438 Penalty: 3318.041016
	Iteration 5F: 3 clusters Score -109138.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109223.562500 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -109223.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109258.062500 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -109258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109270.867188 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -109270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109277.054688 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -109277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109278.187500 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -109278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109279.109375 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -109279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109279.109375 Penalty: 3318.041016
	Iteration 12F: 3 clusters Score -109279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Entering Unmasked Estep 
Score: -1628267.250000 Penalty: 2337.931641
	Iteration 0F: 2 clusters Score -1628267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1619045.250000 Penalty: 4675.863281
	Iteration 0F: 3 clusters Score -1619045 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1621978.875000 Penalty: 4675.863281
	Iteration 1F: 3 clusters Score -1621979 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1622394.875000 Penalty: 4675.863281
	Iteration 2F: 3 clusters Score -1622395 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1622724.000000 Penalty: 4675.863281
	Iteration 3F: 3 clusters Score -1622724 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1623004.625000 Penalty: 4675.863281
	Iteration 4Q: 3 clusters Score -1623005 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1623243.375000 Penalty: 4675.863281
	Iteration 5Q: 3 clusters Score -1623243 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1623450.000000 Penalty: 4675.863281
	Iteration 6Q: 3 clusters Score -1623450 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1623638.000000 Penalty: 4675.863281
	Iteration 7Q: 3 clusters Score -1623638 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1623794.750000 Penalty: 4675.863281
	Iteration 8Q: 3 clusters Score -1623795 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1623949.375000 Penalty: 4675.863281
	Iteration 9Q: 3 clusters Score -1623949 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1624072.000000 Penalty: 4675.863281
	Iteration 10Q: 3 clusters Score -1624072 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1624213.500000 Penalty: 4675.863281
	Iteration 11Q: 3 clusters Score -1624214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1624362.000000 Penalty: 4675.863281
	Iteration 12Q: 3 clusters Score -1624362 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1624490.750000 Penalty: 4675.863281
	Iteration 13Q: 3 clusters Score -1624491 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1624593.250000 Penalty: 4675.863281
	Iteration 14Q: 3 clusters Score -1624593 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1624712.500000 Penalty: 4675.863281
	Iteration 15Q: 3 clusters Score -1624712 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1624820.125000 Penalty: 4675.863281
	Iteration 16Q: 3 clusters Score -1624820 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1624909.000000 Penalty: 4675.863281
	Iteration 17Q: 3 clusters Score -1624909 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1625007.000000 Penalty: 4675.863281
	Iteration 18Q: 3 clusters Score -1625007 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1625103.250000 Penalty: 4675.863281
	Iteration 19Q: 3 clusters Score -1625103 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1625182.000000 Penalty: 4675.863281
	Iteration 20F: 3 clusters Score -1625182 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1625252.625000 Penalty: 4675.863281
	Iteration 21Q: 3 clusters Score -1625253 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1625327.625000 Penalty: 4675.863281
	Iteration 22Q: 3 clusters Score -1625328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1625402.000000 Penalty: 4675.863281
	Iteration 23Q: 3 clusters Score -1625402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1625469.875000 Penalty: 4675.863281
	Iteration 24Q: 3 clusters Score -1625470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1625528.750000 Penalty: 4675.863281
	Iteration 25Q: 3 clusters Score -1625529 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1625579.000000 Penalty: 4675.863281
	Iteration 26Q: 3 clusters Score -1625579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1625621.875000 Penalty: 4675.863281
	Iteration 27Q: 3 clusters Score -1625622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1625664.250000 Penalty: 4675.863281
	Iteration 28Q: 3 clusters Score -1625664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1625706.750000 Penalty: 4675.863281
	Iteration 29Q: 3 clusters Score -1625707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1625750.500000 Penalty: 4675.863281
	Iteration 30Q: 3 clusters Score -1625750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1625797.500000 Penalty: 4675.863281
	Iteration 31Q: 3 clusters Score -1625798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1625844.500000 Penalty: 4675.863281
	Iteration 32Q: 3 clusters Score -1625844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1625900.000000 Penalty: 4675.863281
	Iteration 33Q: 3 clusters Score -1625900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1625946.750000 Penalty: 4675.863281
	Iteration 34Q: 3 clusters Score -1625947 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1626015.875000 Penalty: 4675.863281
	Iteration 35Q: 3 clusters Score -1626016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1626089.125000 Penalty: 4675.863281
	Iteration 36Q: 3 clusters Score -1626089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1626157.375000 Penalty: 4675.863281
	Iteration 37Q: 3 clusters Score -1626157 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1626225.875000 Penalty: 4675.863281
	Iteration 38Q: 3 clusters Score -1626226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1626300.000000 Penalty: 4675.863281
	Iteration 39Q: 3 clusters Score -1626300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1626349.375000 Penalty: 4675.863281
	Iteration 40F: 3 clusters Score -1626349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1626394.250000 Penalty: 4675.863281
	Iteration 41Q: 3 clusters Score -1626394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1626427.875000 Penalty: 4675.863281
	Iteration 42Q: 3 clusters Score -1626428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1626457.250000 Penalty: 4675.863281
	Iteration 43Q: 3 clusters Score -1626457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1626472.125000 Penalty: 4675.863281
	Iteration 44Q: 3 clusters Score -1626472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1626484.250000 Penalty: 4675.863281
	Iteration 45Q: 3 clusters Score -1626484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1626501.375000 Penalty: 4675.863281
	Iteration 46Q: 3 clusters Score -1626501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1626507.500000 Penalty: 4675.863281
	Iteration 47Q: 3 clusters Score -1626508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1626518.500000 Penalty: 4675.863281
	Iteration 48Q: 3 clusters Score -1626518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1626532.125000 Penalty: 4675.863281
	Iteration 49Q: 3 clusters Score -1626532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1626545.750000 Penalty: 4675.863281
	Iteration 50Q: 3 clusters Score -1626546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1626557.750000 Penalty: 4675.863281
	Iteration 51Q: 3 clusters Score -1626558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1626565.875000 Penalty: 4675.863281
	Iteration 52Q: 3 clusters Score -1626566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1626576.625000 Penalty: 4675.863281
	Iteration 53Q: 3 clusters Score -1626577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1626585.375000 Penalty: 4675.863281
	Iteration 54Q: 3 clusters Score -1626585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1626587.250000 Penalty: 4675.863281
	Iteration 55Q: 3 clusters Score -1626587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1626593.625000 Penalty: 4675.863281
	Iteration 56Q: 3 clusters Score -1626594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1626592.750000 Penalty: 4675.863281
	Iteration 57Q: 3 clusters Score -1626593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1626599.625000 Penalty: 4675.863281
	Iteration 58Q: 3 clusters Score -1626600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1626600.750000 Penalty: 4675.863281
	Iteration 59Q: 3 clusters Score -1626601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1626599.375000 Penalty: 4675.863281
	Iteration 60F: 3 clusters Score -1626599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1626603.250000 Penalty: 4675.863281
	Iteration 61Q: 3 clusters Score -1626603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1626602.500000 Penalty: 4675.863281
	Iteration 62Q: 3 clusters Score -1626602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1626610.500000 Penalty: 4675.863281
	Iteration 63Q: 3 clusters Score -1626610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1626615.875000 Penalty: 4675.863281
	Iteration 64Q: 3 clusters Score -1626616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1626616.250000 Penalty: 4675.863281
	Iteration 65Q: 3 clusters Score -1626616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1626619.750000 Penalty: 4675.863281
	Iteration 66Q: 3 clusters Score -1626620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1626620.500000 Penalty: 4675.863281
	Iteration 67Q: 3 clusters Score -1626620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1626622.000000 Penalty: 4675.863281
	Iteration 68Q: 3 clusters Score -1626622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1626625.375000 Penalty: 4675.863281
	Iteration 69Q: 3 clusters Score -1626625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1626632.750000 Penalty: 4675.863281
	Iteration 70Q: 3 clusters Score -1626633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1626628.500000 Penalty: 4675.863281
	Iteration 71Q: 3 clusters Score -1626628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1626634.375000 Penalty: 4675.863281
	Iteration 72Q: 3 clusters Score -1626634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1626634.625000 Penalty: 4675.863281
	Iteration 73Q: 3 clusters Score -1626635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1626636.875000 Penalty: 4675.863281
	Iteration 74Q: 3 clusters Score -1626637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1626641.000000 Penalty: 4675.863281
	Iteration 75Q: 3 clusters Score -1626641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1626645.750000 Penalty: 4675.863281
	Iteration 76Q: 3 clusters Score -1626646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1626651.875000 Penalty: 4675.863281
	Iteration 77Q: 3 clusters Score -1626652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1626652.625000 Penalty: 4675.863281
	Iteration 78Q: 3 clusters Score -1626653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1626655.125000 Penalty: 4675.863281
	Iteration 79Q: 3 clusters Score -1626655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1626654.500000 Penalty: 4675.863281
	Iteration 80F: 3 clusters Score -1626654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1626655.250000 Penalty: 4675.863281
	Iteration 81Q: 3 clusters Score -1626655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1626656.875000 Penalty: 4675.863281
	Iteration 82Q: 3 clusters Score -1626657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1626656.875000 Penalty: 4675.863281
	Iteration 83F: 3 clusters Score -1626657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33874.167969 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33874.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32610.792969 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32610.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32877.324219 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32877.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32982.964844 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32982.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33037.484375 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33037.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33119.511719 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33119.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33158.964844 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33158.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33168.386719 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33168.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33179.468750 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33179.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33186.214844 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33186.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33196.457031 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33196.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33196.457031 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -33196.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61421.808594 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61421.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61666.316406 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61666.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61842.824219 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61842.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61894.460938 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61894.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61917.097656 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61923.777344 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61923.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61931.175781 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61931.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61934.996094 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61934.996094 Penalty: 3060.126709
	Iteration 8F: 3 clusters Score -61935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55869.519531 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55869.52 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56090.132812 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56090.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56174.757812 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -56174.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56235.886719 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -56235.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56276.359375 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56276.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56282.496094 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -56282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56289.015625 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -56289.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56289.015625 Penalty: 3020.166260
	Iteration 7F: 3 clusters Score -56289.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Entering Unmasked Estep 
Score: -8925271.000000 Penalty: 2729.609375
	Iteration 0F: 2 clusters Score -8925271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8884785.000000 Penalty: 5459.218750
	Iteration 0F: 3 clusters Score -8884785 nChanged 27999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -8900268.000000 Penalty: 5459.218750
	Iteration 1F: 3 clusters Score -8900268 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8900932.000000 Penalty: 5459.218750
	Iteration 2Q: 3 clusters Score -8900932 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -8901710.000000 Penalty: 5459.218750
	Iteration 3Q: 3 clusters Score -8901710 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8902873.000000 Penalty: 5459.218750
	Iteration 4Q: 3 clusters Score -8902873 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -8904824.000000 Penalty: 5459.218750
	Iteration 5F: 3 clusters Score -8904824 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -8908016.000000 Penalty: 5459.218750
	Iteration 6F: 3 clusters Score -8908016 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -8912793.000000 Penalty: 5459.218750
	Iteration 7F: 3 clusters Score -8912793 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8917782.000000 Penalty: 5459.218750
	Iteration 8F: 3 clusters Score -8917782 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8920919.000000 Penalty: 5459.218750
	Iteration 9F: 3 clusters Score -8920919 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8922144.000000 Penalty: 5459.218750
	Iteration 10Q: 3 clusters Score -8922144 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8922571.000000 Penalty: 5459.218750
	Iteration 11Q: 3 clusters Score -8922571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8922711.000000 Penalty: 5459.218750
	Iteration 12Q: 3 clusters Score -8922711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8922770.000000 Penalty: 5459.218750
	Iteration 13Q: 3 clusters Score -8922770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8922801.000000 Penalty: 5459.218750
	Iteration 14Q: 3 clusters Score -8922801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8922815.000000 Penalty: 5459.218750
	Iteration 15Q: 3 clusters Score -8922815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8922825.000000 Penalty: 5459.218750
	Iteration 16Q: 3 clusters Score -8922825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8922831.000000 Penalty: 5459.218750
	Iteration 17Q: 3 clusters Score -8922831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8922830.000000 Penalty: 5459.218750
	Iteration 18Q: 3 clusters Score -8922830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8922830.000000 Penalty: 5459.218750
	Iteration 19F: 3 clusters Score -8922830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -20147.904297 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -20147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19116.998047 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -19117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19196.019531 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -19196.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19217.136719 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -19217.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19217.136719 Penalty: 2547.355957
	Iteration 3F: 3 clusters Score -19217.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29867 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39614 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63692 members 
Mstep: Class 19 contains 29064 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 154410 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207025 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60264 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967576.000000 Penalty: 108851.484375
Iteration 439Q: 33 clusters Score -1.289676e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29863 members 
Mstep: Class 6 contains 28942 members 
Mstep: Class 7 contains 39614 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 44312 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37460 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63716 members 
Mstep: Class 19 contains 29231 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 154363 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207044 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60261 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967560.000000 Penalty: 108851.484375
Iteration 440F: 33 clusters Score -1.289676e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29856 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39614 members 
Mstep: Class 8 contains 12967 members 
Mstep: Class 9 contains 44304 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37456 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63742 members 
Mstep: Class 19 contains 29422 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 154294 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207074 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60262 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967600.000000 Penalty: 108851.484375
Iteration 441Q: 33 clusters Score -1.289676e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29851 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39613 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 44301 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37454 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 63758 members 
Mstep: Class 19 contains 29613 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 154220 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207109 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60260 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967640.000000 Penalty: 108851.484375
Iteration 442Q: 33 clusters Score -1.289676e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 39840 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29848 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 44297 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37453 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25741 members 
Mstep: Class 18 contains 63780 members 
Mstep: Class 19 contains 29797 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 154145 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207137 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60253 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967616.000000 Penalty: 108851.484375
Iteration 443Q: 33 clusters Score -1.289676e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29843 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39608 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 44291 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37446 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63796 members 
Mstep: Class 19 contains 29990 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 154096 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207150 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60236 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967696.000000 Penalty: 108851.484375
Iteration 444Q: 33 clusters Score -1.289677e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29847 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 12397 members 
Mstep: Class 9 contains 44287 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37440 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63824 members 
Mstep: Class 19 contains 30136 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 154029 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207182 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60225 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967872.000000 Penalty: 108851.484375
Iteration 445Q: 33 clusters Score -1.289679e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39610 members 
Mstep: Class 8 contains 12275 members 
Mstep: Class 9 contains 44284 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37425 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63857 members 
Mstep: Class 19 contains 30289 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 153950 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207211 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60225 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967880.000000 Penalty: 108851.484375
Iteration 446Q: 33 clusters Score -1.289679e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39610 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37411 members 
Mstep: Class 12 contains 42159 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63883 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 153880 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207234 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60221 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967880.000000 Penalty: 108851.484375
Iteration 447Q: 33 clusters Score -1.289679e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39611 members 
Mstep: Class 8 contains 12073 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37393 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 63904 members 
Mstep: Class 19 contains 30572 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 153832 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207246 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60216 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967832.000000 Penalty: 108851.484375
Iteration 448Q: 33 clusters Score -1.289678e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29838 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39611 members 
Mstep: Class 8 contains 11944 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37386 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63920 members 
Mstep: Class 19 contains 30725 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 153773 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207285 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60208 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967824.000000 Penalty: 108851.484375
Iteration 449Q: 33 clusters Score -1.289678e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29835 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39610 members 
Mstep: Class 8 contains 11798 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37375 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63927 members 
Mstep: Class 19 contains 30897 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 153727 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207322 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60197 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967800.000000 Penalty: 108851.484375
Iteration 450Q: 33 clusters Score -1.289678e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29835 members 
Mstep: Class 6 contains 28944 members 
Mstep: Class 7 contains 39610 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 44285 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37368 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63938 members 
Mstep: Class 19 contains 31058 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 153676 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207372 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60185 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967880.000000 Penalty: 108851.484375
Iteration 451Q: 33 clusters Score -1.289679e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29831 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 11500 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37357 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63947 members 
Mstep: Class 19 contains 31226 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 153643 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207421 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60173 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967992.000000 Penalty: 108851.484375
Iteration 452Q: 33 clusters Score -1.28968e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29828 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39609 members 
Mstep: Class 8 contains 11320 members 
Mstep: Class 9 contains 44279 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37342 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63962 members 
Mstep: Class 19 contains 31431 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 153602 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207455 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60162 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967968.000000 Penalty: 108851.484375
Iteration 453Q: 33 clusters Score -1.28968e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39608 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37335 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25735 members 
Mstep: Class 18 contains 63976 members 
Mstep: Class 19 contains 31641 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 153534 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207500 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60156 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968136.000000 Penalty: 108851.484375
Iteration 454Q: 33 clusters Score -1.289681e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 39608 members 
Mstep: Class 8 contains 10941 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37328 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 63987 members 
Mstep: Class 19 contains 31838 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 153484 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207552 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60145 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968088.000000 Penalty: 108851.484375
Iteration 455Q: 33 clusters Score -1.289681e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 28941 members 
Mstep: Class 7 contains 39604 members 
Mstep: Class 8 contains 10755 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 63998 members 
Mstep: Class 19 contains 32021 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 153448 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207619 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60130 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968104.000000 Penalty: 108851.484375
Iteration 456Q: 33 clusters Score -1.289681e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 28941 members 
Mstep: Class 7 contains 39602 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 64004 members 
Mstep: Class 19 contains 32202 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 153423 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207681 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60120 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968120.000000 Penalty: 108851.484375
Iteration 457Q: 33 clusters Score -1.289681e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29821 members 
Mstep: Class 6 contains 28940 members 
Mstep: Class 7 contains 39603 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37284 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64013 members 
Mstep: Class 19 contains 32369 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 153394 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207715 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60113 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968184.000000 Penalty: 108851.484375
Iteration 458Q: 33 clusters Score -1.289682e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 28940 members 
Mstep: Class 7 contains 39605 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 44268 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37265 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64019 members 
Mstep: Class 19 contains 32557 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 153386 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207732 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60109 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968288.000000 Penalty: 108851.484375
Iteration 459Q: 33 clusters Score -1.289683e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29821 members 
Mstep: Class 6 contains 28938 members 
Mstep: Class 7 contains 39603 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 44267 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37256 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64029 members 
Mstep: Class 19 contains 32735 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 153367 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207766 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60100 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968192.000000 Penalty: 108851.484375
Iteration 460F: 33 clusters Score -1.289682e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 28934 members 
Mstep: Class 7 contains 39605 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 44264 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37247 members 
Mstep: Class 12 contains 42141 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 64045 members 
Mstep: Class 19 contains 32893 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 153343 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207803 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60091 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968120.000000 Penalty: 108851.484375
Iteration 461Q: 33 clusters Score -1.289681e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 28930 members 
Mstep: Class 7 contains 39605 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 44262 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37240 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64050 members 
Mstep: Class 19 contains 33039 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 153333 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207830 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60080 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968104.000000 Penalty: 108851.484375
Iteration 462Q: 33 clusters Score -1.289681e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29824 members 
Mstep: Class 6 contains 28927 members 
Mstep: Class 7 contains 39602 members 
Mstep: Class 8 contains 9565 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37230 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64062 members 
Mstep: Class 19 contains 33189 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 153331 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207825 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60078 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968120.000000 Penalty: 108851.484375
Iteration 463Q: 33 clusters Score -1.289681e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39591 members 
Mstep: Class 8 contains 9427 members 
Mstep: Class 9 contains 44265 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37218 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64069 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 153312 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207880 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60070 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967936.000000 Penalty: 108851.484375
Iteration 464Q: 33 clusters Score -1.289679e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 28927 members 
Mstep: Class 7 contains 39593 members 
Mstep: Class 8 contains 9276 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37197 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 64071 members 
Mstep: Class 19 contains 33459 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 153315 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207902 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60067 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967888.000000 Penalty: 108851.484375
Iteration 465Q: 33 clusters Score -1.289679e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 28927 members 
Mstep: Class 7 contains 39592 members 
Mstep: Class 8 contains 9120 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37180 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 64085 members 
Mstep: Class 19 contains 33622 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 153323 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207902 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60058 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967960.000000 Penalty: 108851.484375
Iteration 466Q: 33 clusters Score -1.28968e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29822 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39592 members 
Mstep: Class 8 contains 8973 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37172 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 64088 members 
Mstep: Class 19 contains 33788 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 153334 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207879 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60046 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967880.000000 Penalty: 108851.484375
Iteration 467Q: 33 clusters Score -1.289679e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29825 members 
Mstep: Class 6 contains 28927 members 
Mstep: Class 7 contains 39592 members 
Mstep: Class 8 contains 8831 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37165 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25742 members 
Mstep: Class 18 contains 64090 members 
Mstep: Class 19 contains 33934 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 153339 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207885 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60039 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967992.000000 Penalty: 108851.484375
Iteration 468Q: 33 clusters Score -1.28968e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29825 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 44267 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37151 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25742 members 
Mstep: Class 18 contains 64090 members 
Mstep: Class 19 contains 34079 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 153350 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207898 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60032 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967952.000000 Penalty: 108851.484375
Iteration 469Q: 33 clusters Score -1.28968e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 8547 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37136 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25745 members 
Mstep: Class 18 contains 64099 members 
Mstep: Class 19 contains 34211 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 153367 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207898 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60028 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968112.000000 Penalty: 108851.484375
Iteration 470Q: 33 clusters Score -1.289681e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29831 members 
Mstep: Class 6 contains 28924 members 
Mstep: Class 7 contains 39593 members 
Mstep: Class 8 contains 8393 members 
Mstep: Class 9 contains 44258 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37122 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 10971 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 64110 members 
Mstep: Class 19 contains 34385 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 153380 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207871 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60031 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968096.000000 Penalty: 108851.484375
Iteration 471Q: 33 clusters Score -1.289681e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 28924 members 
Mstep: Class 7 contains 39591 members 
Mstep: Class 8 contains 8248 members 
Mstep: Class 9 contains 44254 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37105 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 64114 members 
Mstep: Class 19 contains 34563 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 153402 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207833 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60024 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968120.000000 Penalty: 108851.484375
Iteration 472Q: 33 clusters Score -1.289681e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29842 members 
Mstep: Class 6 contains 28925 members 
Mstep: Class 7 contains 39588 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 44249 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37085 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 64120 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 153445 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207810 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 60012 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967968.000000 Penalty: 108851.484375
Iteration 473Q: 33 clusters Score -1.28968e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39597 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 44244 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37070 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 64125 members 
Mstep: Class 19 contains 34922 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 153489 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207779 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59999 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968080.000000 Penalty: 108851.484375
Iteration 474Q: 33 clusters Score -1.289681e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29852 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 7742 members 
Mstep: Class 9 contains 44234 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37052 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 64121 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 153529 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207746 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59986 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968264.000000 Penalty: 108851.484375
Iteration 475Q: 33 clusters Score -1.289683e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 6 contains 28924 members 
Mstep: Class 7 contains 39603 members 
Mstep: Class 8 contains 7556 members 
Mstep: Class 9 contains 44226 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37030 members 
Mstep: Class 12 contains 42118 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64103 members 
Mstep: Class 19 contains 35367 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 153588 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 207690 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59972 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968312.000000 Penalty: 108851.484375
Iteration 476Q: 33 clusters Score -1.289683e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 39839 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29850 members 
Mstep: Class 6 contains 28923 members 
Mstep: Class 7 contains 39603 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 37012 members 
Mstep: Class 12 contains 42110 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64090 members 
Mstep: Class 19 contains 35645 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 153643 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207619 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59958 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968232.000000 Penalty: 108851.484375
Iteration 477Q: 33 clusters Score -1.289682e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29850 members 
Mstep: Class 6 contains 28922 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 44214 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36999 members 
Mstep: Class 12 contains 42099 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64080 members 
Mstep: Class 19 contains 35949 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 153688 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207545 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59934 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968416.000000 Penalty: 108851.484375
Iteration 478Q: 33 clusters Score -1.289684e+08 nChanged 722
Entering ConstructFrom: 
Score: -128968416.000000 Penalty: 108851.484375
Entering ConstructFrom: 
Trying to split cluster 1 (22625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Entering Unmasked Estep 
Score: -3212978.000000 Penalty: 2486.648926
	Iteration 0F: 2 clusters Score -3212978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3197080.750000 Penalty: 4973.297852
	Iteration 0F: 3 clusters Score -3197081 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3202617.500000 Penalty: 4973.297852
	Iteration 1F: 3 clusters Score -3202618 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3203152.500000 Penalty: 4973.297852
	Iteration 2F: 3 clusters Score -3203152 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3203754.750000 Penalty: 4973.297852
	Iteration 3F: 3 clusters Score -3203755 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3204486.750000 Penalty: 4973.297852
	Iteration 4F: 3 clusters Score -3204487 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3205336.500000 Penalty: 4973.297852
	Iteration 5F: 3 clusters Score -3205336 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3206107.250000 Penalty: 4973.297852
	Iteration 6F: 3 clusters Score -3206107 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3206760.250000 Penalty: 4973.297852
	Iteration 7F: 3 clusters Score -3206760 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3207231.500000 Penalty: 4973.297852
	Iteration 8Q: 3 clusters Score -3207232 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3207536.250000 Penalty: 4973.297852
	Iteration 9Q: 3 clusters Score -3207536 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3207770.250000 Penalty: 4973.297852
	Iteration 10Q: 3 clusters Score -3207770 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3207941.250000 Penalty: 4973.297852
	Iteration 11Q: 3 clusters Score -3207941 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3208076.000000 Penalty: 4973.297852
	Iteration 12Q: 3 clusters Score -3208076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3208189.500000 Penalty: 4973.297852
	Iteration 13Q: 3 clusters Score -3208190 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3208316.250000 Penalty: 4973.297852
	Iteration 14Q: 3 clusters Score -3208316 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3208472.500000 Penalty: 4973.297852
	Iteration 15Q: 3 clusters Score -3208472 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3208613.000000 Penalty: 4973.297852
	Iteration 16Q: 3 clusters Score -3208613 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3208837.500000 Penalty: 4973.297852
	Iteration 17Q: 3 clusters Score -3208838 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3209144.500000 Penalty: 4973.297852
	Iteration 18Q: 3 clusters Score -3209144 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3209538.500000 Penalty: 4973.297852
	Iteration 19Q: 3 clusters Score -3209538 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3209856.250000 Penalty: 4973.297852
	Iteration 20F: 3 clusters Score -3209856 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3210037.500000 Penalty: 4973.297852
	Iteration 21Q: 3 clusters Score -3210038 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3210138.500000 Penalty: 4973.297852
	Iteration 22Q: 3 clusters Score -3210138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3210214.750000 Penalty: 4973.297852
	Iteration 23Q: 3 clusters Score -3210215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3210266.250000 Penalty: 4973.297852
	Iteration 24Q: 3 clusters Score -3210266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3210339.750000 Penalty: 4973.297852
	Iteration 25Q: 3 clusters Score -3210340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3210365.250000 Penalty: 4973.297852
	Iteration 26Q: 3 clusters Score -3210365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3210390.500000 Penalty: 4973.297852
	Iteration 27Q: 3 clusters Score -3210390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3210429.500000 Penalty: 4973.297852
	Iteration 28Q: 3 clusters Score -3210430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3210457.000000 Penalty: 4973.297852
	Iteration 29Q: 3 clusters Score -3210457 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3210490.750000 Penalty: 4973.297852
	Iteration 30Q: 3 clusters Score -3210491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3210516.250000 Penalty: 4973.297852
	Iteration 31Q: 3 clusters Score -3210516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3210549.750000 Penalty: 4973.297852
	Iteration 32Q: 3 clusters Score -3210550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3210561.000000 Penalty: 4973.297852
	Iteration 33Q: 3 clusters Score -3210561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3210582.500000 Penalty: 4973.297852
	Iteration 34Q: 3 clusters Score -3210582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3210604.250000 Penalty: 4973.297852
	Iteration 35Q: 3 clusters Score -3210604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3210612.750000 Penalty: 4973.297852
	Iteration 36Q: 3 clusters Score -3210613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3210611.000000 Penalty: 4973.297852
	Iteration 37Q: 3 clusters Score -3210611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3210629.750000 Penalty: 4973.297852
	Iteration 38Q: 3 clusters Score -3210630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3210650.000000 Penalty: 4973.297852
	Iteration 39Q: 3 clusters Score -3210650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3210656.250000 Penalty: 4973.297852
	Iteration 40F: 3 clusters Score -3210656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3210664.000000 Penalty: 4973.297852
	Iteration 41Q: 3 clusters Score -3210664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3210669.750000 Penalty: 4973.297852
	Iteration 42Q: 3 clusters Score -3210670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3210677.000000 Penalty: 4973.297852
	Iteration 43Q: 3 clusters Score -3210677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3210686.500000 Penalty: 4973.297852
	Iteration 44Q: 3 clusters Score -3210686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3210683.750000 Penalty: 4973.297852
	Iteration 45Q: 3 clusters Score -3210684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3210693.500000 Penalty: 4973.297852
	Iteration 46Q: 3 clusters Score -3210694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3210701.750000 Penalty: 4973.297852
	Iteration 47Q: 3 clusters Score -3210702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3210700.750000 Penalty: 4973.297852
	Iteration 48Q: 3 clusters Score -3210701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3210717.000000 Penalty: 4973.297852
	Iteration 49Q: 3 clusters Score -3210717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3210712.750000 Penalty: 4973.297852
	Iteration 50Q: 3 clusters Score -3210713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3210716.500000 Penalty: 4973.297852
	Iteration 51Q: 3 clusters Score -3210716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3210724.000000 Penalty: 4973.297852
	Iteration 52Q: 3 clusters Score -3210724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3210727.000000 Penalty: 4973.297852
	Iteration 53Q: 3 clusters Score -3210727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3210739.500000 Penalty: 4973.297852
	Iteration 54Q: 3 clusters Score -3210740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3210735.750000 Penalty: 4973.297852
	Iteration 55Q: 3 clusters Score -3210736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3210743.750000 Penalty: 4973.297852
	Iteration 56Q: 3 clusters Score -3210744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3210750.250000 Penalty: 4973.297852
	Iteration 57Q: 3 clusters Score -3210750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3210752.000000 Penalty: 4973.297852
	Iteration 58Q: 3 clusters Score -3210752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3210753.500000 Penalty: 4973.297852
	Iteration 59Q: 3 clusters Score -3210754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3210768.250000 Penalty: 4973.297852
	Iteration 60F: 3 clusters Score -3210768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3210785.500000 Penalty: 4973.297852
	Iteration 61Q: 3 clusters Score -3210786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3210785.750000 Penalty: 4973.297852
	Iteration 62Q: 3 clusters Score -3210786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3210787.250000 Penalty: 4973.297852
	Iteration 63Q: 3 clusters Score -3210787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3210793.250000 Penalty: 4973.297852
	Iteration 64Q: 3 clusters Score -3210793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3210790.000000 Penalty: 4973.297852
	Iteration 65Q: 3 clusters Score -3210790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3210797.750000 Penalty: 4973.297852
	Iteration 66Q: 3 clusters Score -3210798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3210803.250000 Penalty: 4973.297852
	Iteration 67Q: 3 clusters Score -3210803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3210802.250000 Penalty: 4973.297852
	Iteration 68Q: 3 clusters Score -3210802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3210804.500000 Penalty: 4973.297852
	Iteration 69Q: 3 clusters Score -3210804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3210808.750000 Penalty: 4973.297852
	Iteration 70Q: 3 clusters Score -3210809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3210812.000000 Penalty: 4973.297852
	Iteration 71Q: 3 clusters Score -3210812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3210815.250000 Penalty: 4973.297852
	Iteration 72Q: 3 clusters Score -3210815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3210819.250000 Penalty: 4973.297852
	Iteration 73Q: 3 clusters Score -3210819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3210821.750000 Penalty: 4973.297852
	Iteration 74Q: 3 clusters Score -3210822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3210828.500000 Penalty: 4973.297852
	Iteration 75Q: 3 clusters Score -3210828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3210828.000000 Penalty: 4973.297852
	Iteration 76Q: 3 clusters Score -3210828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3210834.750000 Penalty: 4973.297852
	Iteration 77Q: 3 clusters Score -3210835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3210837.250000 Penalty: 4973.297852
	Iteration 78Q: 3 clusters Score -3210837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3210848.000000 Penalty: 4973.297852
	Iteration 79Q: 3 clusters Score -3210848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3210858.750000 Penalty: 4973.297852
	Iteration 80F: 3 clusters Score -3210859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3210864.250000 Penalty: 4973.297852
	Iteration 81Q: 3 clusters Score -3210864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3210872.750000 Penalty: 4973.297852
	Iteration 82Q: 3 clusters Score -3210873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3210877.750000 Penalty: 4973.297852
	Iteration 83Q: 3 clusters Score -3210878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3210875.250000 Penalty: 4973.297852
	Iteration 84Q: 3 clusters Score -3210875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3210881.750000 Penalty: 4973.297852
	Iteration 85Q: 3 clusters Score -3210882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3210890.750000 Penalty: 4973.297852
	Iteration 86Q: 3 clusters Score -3210891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3210894.250000 Penalty: 4973.297852
	Iteration 87Q: 3 clusters Score -3210894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3210892.750000 Penalty: 4973.297852
	Iteration 88Q: 3 clusters Score -3210893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3210895.500000 Penalty: 4973.297852
	Iteration 89Q: 3 clusters Score -3210896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3210904.250000 Penalty: 4973.297852
	Iteration 90Q: 3 clusters Score -3210904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3210908.250000 Penalty: 4973.297852
	Iteration 91Q: 3 clusters Score -3210908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3210908.250000 Penalty: 4973.297852
	Iteration 92Q: 3 clusters Score -3210908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3210910.000000 Penalty: 4973.297852
	Iteration 93Q: 3 clusters Score -3210910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3210919.750000 Penalty: 4973.297852
	Iteration 94Q: 3 clusters Score -3210920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3210920.250000 Penalty: 4973.297852
	Iteration 95Q: 3 clusters Score -3210920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3210921.500000 Penalty: 4973.297852
	Iteration 96Q: 3 clusters Score -3210922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3210917.250000 Penalty: 4973.297852
	Iteration 97Q: 3 clusters Score -3210917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3210920.250000 Penalty: 4973.297852
	Iteration 98Q: 3 clusters Score -3210920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3210920.250000 Penalty: 4973.297852
	Iteration 99Q: 3 clusters Score -3210920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3210918.000000 Penalty: 4973.297852
	Iteration 100F: 3 clusters Score -3210918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3210919.750000 Penalty: 4973.297852
	Iteration 101Q: 3 clusters Score -3210920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3210920.500000 Penalty: 4973.297852
	Iteration 102Q: 3 clusters Score -3210920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3210921.250000 Penalty: 4973.297852
	Iteration 103Q: 3 clusters Score -3210921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3210918.500000 Penalty: 4973.297852
	Iteration 104Q: 3 clusters Score -3210918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3210925.000000 Penalty: 4973.297852
	Iteration 105Q: 3 clusters Score -3210925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3210923.750000 Penalty: 4973.297852
	Iteration 106Q: 3 clusters Score -3210924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3210929.000000 Penalty: 4973.297852
	Iteration 107Q: 3 clusters Score -3210929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3210931.000000 Penalty: 4973.297852
	Iteration 108Q: 3 clusters Score -3210931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3210929.750000 Penalty: 4973.297852
	Iteration 109Q: 3 clusters Score -3210930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3210935.750000 Penalty: 4973.297852
	Iteration 110Q: 3 clusters Score -3210936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3210935.500000 Penalty: 4973.297852
	Iteration 111Q: 3 clusters Score -3210936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3210938.750000 Penalty: 4973.297852
	Iteration 112Q: 3 clusters Score -3210939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3210936.250000 Penalty: 4973.297852
	Iteration 113Q: 3 clusters Score -3210936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3210936.250000 Penalty: 4973.297852
	Iteration 114F: 3 clusters Score -3210936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Entering Unmasked Estep 
Score: -5704609.500000 Penalty: 2626.977539
	Iteration 0F: 2 clusters Score -5704610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5677714.000000 Penalty: 5253.955078
	Iteration 0F: 3 clusters Score -5677714 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5687542.000000 Penalty: 5253.955078
	Iteration 1F: 3 clusters Score -5687542 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5688078.000000 Penalty: 5253.955078
	Iteration 2Q: 3 clusters Score -5688078 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5688597.500000 Penalty: 5253.955078
	Iteration 3Q: 3 clusters Score -5688598 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5689299.500000 Penalty: 5253.955078
	Iteration 4Q: 3 clusters Score -5689300 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5690257.000000 Penalty: 5253.955078
	Iteration 5F: 3 clusters Score -5690257 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5691764.500000 Penalty: 5253.955078
	Iteration 6F: 3 clusters Score -5691764 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -5694012.000000 Penalty: 5253.955078
	Iteration 7F: 3 clusters Score -5694012 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5696840.500000 Penalty: 5253.955078
	Iteration 8F: 3 clusters Score -5696840 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5699320.500000 Penalty: 5253.955078
	Iteration 9F: 3 clusters Score -5699320 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5701122.000000 Penalty: 5253.955078
	Iteration 10Q: 3 clusters Score -5701122 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5702201.000000 Penalty: 5253.955078
	Iteration 11Q: 3 clusters Score -5702201 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5702822.000000 Penalty: 5253.955078
	Iteration 12Q: 3 clusters Score -5702822 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5703203.500000 Penalty: 5253.955078
	Iteration 13Q: 3 clusters Score -5703204 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5703464.500000 Penalty: 5253.955078
	Iteration 14Q: 3 clusters Score -5703464 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5703600.500000 Penalty: 5253.955078
	Iteration 15Q: 3 clusters Score -5703600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5703672.000000 Penalty: 5253.955078
	Iteration 16Q: 3 clusters Score -5703672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5703712.500000 Penalty: 5253.955078
	Iteration 17Q: 3 clusters Score -5703712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5703738.000000 Penalty: 5253.955078
	Iteration 18Q: 3 clusters Score -5703738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5703749.000000 Penalty: 5253.955078
	Iteration 19Q: 3 clusters Score -5703749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5703750.000000 Penalty: 5253.955078
	Iteration 20F: 3 clusters Score -5703750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5703759.000000 Penalty: 5253.955078
	Iteration 21Q: 3 clusters Score -5703759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5703767.000000 Penalty: 5253.955078
	Iteration 22Q: 3 clusters Score -5703767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5703764.000000 Penalty: 5253.955078
	Iteration 23Q: 3 clusters Score -5703764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5703755.500000 Penalty: 5253.955078
	Iteration 24Q: 3 clusters Score -5703756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5703765.000000 Penalty: 5253.955078
	Iteration 25Q: 3 clusters Score -5703765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5703776.000000 Penalty: 5253.955078
	Iteration 26Q: 3 clusters Score -5703776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5703772.500000 Penalty: 5253.955078
	Iteration 27Q: 3 clusters Score -5703772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5703767.000000 Penalty: 5253.955078
	Iteration 28Q: 3 clusters Score -5703767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5703768.500000 Penalty: 5253.955078
	Iteration 29Q: 3 clusters Score -5703768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5703769.000000 Penalty: 5253.955078
	Iteration 30Q: 3 clusters Score -5703769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5703775.000000 Penalty: 5253.955078
	Iteration 31Q: 3 clusters Score -5703775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5703777.000000 Penalty: 5253.955078
	Iteration 32Q: 3 clusters Score -5703777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5703776.000000 Penalty: 5253.955078
	Iteration 33Q: 3 clusters Score -5703776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5703778.500000 Penalty: 5253.955078
	Iteration 34Q: 3 clusters Score -5703778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5703780.500000 Penalty: 5253.955078
	Iteration 35Q: 3 clusters Score -5703780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5703780.500000 Penalty: 5253.955078
	Iteration 36F: 3 clusters Score -5703780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -372006.281250 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -372006.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -369039.031250 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -369039 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -369608.218750 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -369608.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369760.468750 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -369760.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -369822.062500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -369822.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -369857.250000 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -369857.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -369890.406250 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -369890.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -369916.406250 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -369916.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -369930.406250 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -369930.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369942.968750 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -369943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -369953.062500 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -369953.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -369964.843750 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -369964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -369975.093750 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -369975.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -369983.718750 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -369983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -369992.312500 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -369992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -369995.562500 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -369995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -369998.031250 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -369998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -370001.562500 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -370001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -370001.656250 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -370001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370002.531250 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -370002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370002.531250 Penalty: 3891.132080
	Iteration 19F: 3 clusters Score -370002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -956921.000000 Penalty: 2199.052002
	Iteration 0F: 2 clusters Score -956921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -951027.062500 Penalty: 4398.104004
	Iteration 0F: 3 clusters Score -951027.1 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -952725.312500 Penalty: 4398.104004
	Iteration 1F: 3 clusters Score -952725.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -953102.687500 Penalty: 4398.104004
	Iteration 2F: 3 clusters Score -953102.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -953573.500000 Penalty: 4398.104004
	Iteration 3F: 3 clusters Score -953573.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -954081.125000 Penalty: 4398.104004
	Iteration 4F: 3 clusters Score -954081.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -954423.500000 Penalty: 4398.104004
	Iteration 5F: 3 clusters Score -954423.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -954647.687500 Penalty: 4398.104004
	Iteration 6Q: 3 clusters Score -954647.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -954815.125000 Penalty: 4398.104004
	Iteration 7Q: 3 clusters Score -954815.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -954970.812500 Penalty: 4398.104004
	Iteration 8Q: 3 clusters Score -954970.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -955100.562500 Penalty: 4398.104004
	Iteration 9Q: 3 clusters Score -955100.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -955217.625000 Penalty: 4398.104004
	Iteration 10Q: 3 clusters Score -955217.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -955329.750000 Penalty: 4398.104004
	Iteration 11Q: 3 clusters Score -955329.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -955424.687500 Penalty: 4398.104004
	Iteration 12Q: 3 clusters Score -955424.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -955497.312500 Penalty: 4398.104004
	Iteration 13Q: 3 clusters Score -955497.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -955548.000000 Penalty: 4398.104004
	Iteration 14Q: 3 clusters Score -955548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -955575.375000 Penalty: 4398.104004
	Iteration 15Q: 3 clusters Score -955575.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -955601.812500 Penalty: 4398.104004
	Iteration 16Q: 3 clusters Score -955601.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -955633.250000 Penalty: 4398.104004
	Iteration 17Q: 3 clusters Score -955633.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -955658.250000 Penalty: 4398.104004
	Iteration 18Q: 3 clusters Score -955658.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -955680.437500 Penalty: 4398.104004
	Iteration 19Q: 3 clusters Score -955680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -955693.625000 Penalty: 4398.104004
	Iteration 20F: 3 clusters Score -955693.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -955713.125000 Penalty: 4398.104004
	Iteration 21Q: 3 clusters Score -955713.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -955729.500000 Penalty: 4398.104004
	Iteration 22Q: 3 clusters Score -955729.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -955749.812500 Penalty: 4398.104004
	Iteration 23Q: 3 clusters Score -955749.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -955766.187500 Penalty: 4398.104004
	Iteration 24Q: 3 clusters Score -955766.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -955776.562500 Penalty: 4398.104004
	Iteration 25Q: 3 clusters Score -955776.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -955798.750000 Penalty: 4398.104004
	Iteration 26Q: 3 clusters Score -955798.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -955819.187500 Penalty: 4398.104004
	Iteration 27Q: 3 clusters Score -955819.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -955830.312500 Penalty: 4398.104004
	Iteration 28Q: 3 clusters Score -955830.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -955833.187500 Penalty: 4398.104004
	Iteration 29Q: 3 clusters Score -955833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -955838.250000 Penalty: 4398.104004
	Iteration 30Q: 3 clusters Score -955838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -955842.250000 Penalty: 4398.104004
	Iteration 31Q: 3 clusters Score -955842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -955843.312500 Penalty: 4398.104004
	Iteration 32Q: 3 clusters Score -955843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -955844.125000 Penalty: 4398.104004
	Iteration 33Q: 3 clusters Score -955844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -955848.687500 Penalty: 4398.104004
	Iteration 34Q: 3 clusters Score -955848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -955850.312500 Penalty: 4398.104004
	Iteration 35Q: 3 clusters Score -955850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -955852.187500 Penalty: 4398.104004
	Iteration 36Q: 3 clusters Score -955852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -955852.375000 Penalty: 4398.104004
	Iteration 37Q: 3 clusters Score -955852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -955854.250000 Penalty: 4398.104004
	Iteration 38Q: 3 clusters Score -955854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -955856.250000 Penalty: 4398.104004
	Iteration 39Q: 3 clusters Score -955856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -955857.750000 Penalty: 4398.104004
	Iteration 40F: 3 clusters Score -955857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -955856.687500 Penalty: 4398.104004
	Iteration 41Q: 3 clusters Score -955856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -955859.750000 Penalty: 4398.104004
	Iteration 42Q: 3 clusters Score -955859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -955860.312500 Penalty: 4398.104004
	Iteration 43Q: 3 clusters Score -955860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -955862.375000 Penalty: 4398.104004
	Iteration 44Q: 3 clusters Score -955862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -955865.875000 Penalty: 4398.104004
	Iteration 45Q: 3 clusters Score -955865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -955871.812500 Penalty: 4398.104004
	Iteration 46Q: 3 clusters Score -955871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -955874.812500 Penalty: 4398.104004
	Iteration 47Q: 3 clusters Score -955874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -955876.500000 Penalty: 4398.104004
	Iteration 48Q: 3 clusters Score -955876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -955876.562500 Penalty: 4398.104004
	Iteration 49Q: 3 clusters Score -955876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -955877.500000 Penalty: 4398.104004
	Iteration 50Q: 3 clusters Score -955877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -955877.375000 Penalty: 4398.104004
	Iteration 51Q: 3 clusters Score -955877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -955879.625000 Penalty: 4398.104004
	Iteration 52Q: 3 clusters Score -955879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -955880.375000 Penalty: 4398.104004
	Iteration 53Q: 3 clusters Score -955880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -955881.687500 Penalty: 4398.104004
	Iteration 54Q: 3 clusters Score -955881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -955882.250000 Penalty: 4398.104004
	Iteration 55Q: 3 clusters Score -955882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -955883.500000 Penalty: 4398.104004
	Iteration 56Q: 3 clusters Score -955883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -955885.062500 Penalty: 4398.104004
	Iteration 57Q: 3 clusters Score -955885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -955886.187500 Penalty: 4398.104004
	Iteration 58Q: 3 clusters Score -955886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -955887.750000 Penalty: 4398.104004
	Iteration 59Q: 3 clusters Score -955887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -955889.937500 Penalty: 4398.104004
	Iteration 60F: 3 clusters Score -955889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -955891.250000 Penalty: 4398.104004
	Iteration 61Q: 3 clusters Score -955891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -955890.437500 Penalty: 4398.104004
	Iteration 62Q: 3 clusters Score -955890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -955890.437500 Penalty: 4398.104004
	Iteration 63F: 3 clusters Score -955890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Entering Unmasked Estep 
Score: -4417960.500000 Penalty: 2555.293945
	Iteration 0F: 2 clusters Score -4417960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4397669.500000 Penalty: 5110.587891
	Iteration 0F: 3 clusters Score -4397670 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4404808.500000 Penalty: 5110.587891
	Iteration 1F: 3 clusters Score -4404808 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4405314.000000 Penalty: 5110.587891
	Iteration 2Q: 3 clusters Score -4405314 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4405800.500000 Penalty: 5110.587891
	Iteration 3Q: 3 clusters Score -4405800 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4406304.000000 Penalty: 5110.587891
	Iteration 4Q: 3 clusters Score -4406304 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4406933.000000 Penalty: 5110.587891
	Iteration 5Q: 3 clusters Score -4406933 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4407693.000000 Penalty: 5110.587891
	Iteration 6F: 3 clusters Score -4407693 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4408550.500000 Penalty: 5110.587891
	Iteration 7F: 3 clusters Score -4408550 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4409631.000000 Penalty: 5110.587891
	Iteration 8F: 3 clusters Score -4409631 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4410799.500000 Penalty: 5110.587891
	Iteration 9F: 3 clusters Score -4410800 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4411890.000000 Penalty: 5110.587891
	Iteration 10Q: 3 clusters Score -4411890 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4412690.500000 Penalty: 5110.587891
	Iteration 11Q: 3 clusters Score -4412690 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4413165.500000 Penalty: 5110.587891
	Iteration 12Q: 3 clusters Score -4413166 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4413458.000000 Penalty: 5110.587891
	Iteration 13Q: 3 clusters Score -4413458 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4413615.000000 Penalty: 5110.587891
	Iteration 14Q: 3 clusters Score -4413615 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -4413764.500000 Penalty: 5110.587891
	Iteration 15Q: 3 clusters Score -4413764 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4413847.000000 Penalty: 5110.587891
	Iteration 16Q: 3 clusters Score -4413847 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -4413944.500000 Penalty: 5110.587891
	Iteration 17Q: 3 clusters Score -4413944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4414060.000000 Penalty: 5110.587891
	Iteration 18Q: 3 clusters Score -4414060 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4414145.500000 Penalty: 5110.587891
	Iteration 19Q: 3 clusters Score -4414146 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4414217.000000 Penalty: 5110.587891
	Iteration 20F: 3 clusters Score -4414217 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4414298.500000 Penalty: 5110.587891
	Iteration 21Q: 3 clusters Score -4414298 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4414371.500000 Penalty: 5110.587891
	Iteration 22Q: 3 clusters Score -4414372 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4414450.000000 Penalty: 5110.587891
	Iteration 23Q: 3 clusters Score -4414450 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4414512.500000 Penalty: 5110.587891
	Iteration 24Q: 3 clusters Score -4414512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4414591.500000 Penalty: 5110.587891
	Iteration 25Q: 3 clusters Score -4414592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4414660.500000 Penalty: 5110.587891
	Iteration 26Q: 3 clusters Score -4414660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4414730.000000 Penalty: 5110.587891
	Iteration 27Q: 3 clusters Score -4414730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4414768.500000 Penalty: 5110.587891
	Iteration 28Q: 3 clusters Score -4414768 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4414832.500000 Penalty: 5110.587891
	Iteration 29Q: 3 clusters Score -4414832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4414868.500000 Penalty: 5110.587891
	Iteration 30Q: 3 clusters Score -4414868 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4414929.000000 Penalty: 5110.587891
	Iteration 31Q: 3 clusters Score -4414929 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4414952.000000 Penalty: 5110.587891
	Iteration 32Q: 3 clusters Score -4414952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4414997.000000 Penalty: 5110.587891
	Iteration 33Q: 3 clusters Score -4414997 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4415040.500000 Penalty: 5110.587891
	Iteration 34Q: 3 clusters Score -4415040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4415086.000000 Penalty: 5110.587891
	Iteration 35Q: 3 clusters Score -4415086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4415121.000000 Penalty: 5110.587891
	Iteration 36Q: 3 clusters Score -4415121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4415156.000000 Penalty: 5110.587891
	Iteration 37Q: 3 clusters Score -4415156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4415197.000000 Penalty: 5110.587891
	Iteration 38Q: 3 clusters Score -4415197 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4415230.000000 Penalty: 5110.587891
	Iteration 39Q: 3 clusters Score -4415230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4415255.000000 Penalty: 5110.587891
	Iteration 40F: 3 clusters Score -4415255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4415278.500000 Penalty: 5110.587891
	Iteration 41Q: 3 clusters Score -4415278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4415313.000000 Penalty: 5110.587891
	Iteration 42Q: 3 clusters Score -4415313 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4415333.000000 Penalty: 5110.587891
	Iteration 43Q: 3 clusters Score -4415333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4415347.000000 Penalty: 5110.587891
	Iteration 44Q: 3 clusters Score -4415347 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4415370.500000 Penalty: 5110.587891
	Iteration 45Q: 3 clusters Score -4415370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4415382.000000 Penalty: 5110.587891
	Iteration 46Q: 3 clusters Score -4415382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4415417.500000 Penalty: 5110.587891
	Iteration 47Q: 3 clusters Score -4415418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4415464.000000 Penalty: 5110.587891
	Iteration 48Q: 3 clusters Score -4415464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4415481.500000 Penalty: 5110.587891
	Iteration 49Q: 3 clusters Score -4415482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4415516.000000 Penalty: 5110.587891
	Iteration 50Q: 3 clusters Score -4415516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4415538.500000 Penalty: 5110.587891
	Iteration 51Q: 3 clusters Score -4415538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4415555.500000 Penalty: 5110.587891
	Iteration 52Q: 3 clusters Score -4415556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4415575.000000 Penalty: 5110.587891
	Iteration 53Q: 3 clusters Score -4415575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4415604.000000 Penalty: 5110.587891
	Iteration 54Q: 3 clusters Score -4415604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4415638.500000 Penalty: 5110.587891
	Iteration 55Q: 3 clusters Score -4415638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4415655.500000 Penalty: 5110.587891
	Iteration 56Q: 3 clusters Score -4415656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4415666.000000 Penalty: 5110.587891
	Iteration 57Q: 3 clusters Score -4415666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4415669.500000 Penalty: 5110.587891
	Iteration 58Q: 3 clusters Score -4415670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4415679.000000 Penalty: 5110.587891
	Iteration 59Q: 3 clusters Score -4415679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4415699.500000 Penalty: 5110.587891
	Iteration 60F: 3 clusters Score -4415700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4415692.000000 Penalty: 5110.587891
	Iteration 61Q: 3 clusters Score -4415692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4415702.000000 Penalty: 5110.587891
	Iteration 62Q: 3 clusters Score -4415702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4415705.000000 Penalty: 5110.587891
	Iteration 63Q: 3 clusters Score -4415705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4415711.500000 Penalty: 5110.587891
	Iteration 64Q: 3 clusters Score -4415712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4415709.500000 Penalty: 5110.587891
	Iteration 65Q: 3 clusters Score -4415710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4415712.500000 Penalty: 5110.587891
	Iteration 66Q: 3 clusters Score -4415712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4415719.500000 Penalty: 5110.587891
	Iteration 67Q: 3 clusters Score -4415720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4415725.500000 Penalty: 5110.587891
	Iteration 68Q: 3 clusters Score -4415726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4415725.000000 Penalty: 5110.587891
	Iteration 69Q: 3 clusters Score -4415725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4415729.000000 Penalty: 5110.587891
	Iteration 70Q: 3 clusters Score -4415729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4415735.000000 Penalty: 5110.587891
	Iteration 71Q: 3 clusters Score -4415735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4415731.500000 Penalty: 5110.587891
	Iteration 72Q: 3 clusters Score -4415732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4415743.500000 Penalty: 5110.587891
	Iteration 73Q: 3 clusters Score -4415744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4415744.000000 Penalty: 5110.587891
	Iteration 74Q: 3 clusters Score -4415744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4415746.500000 Penalty: 5110.587891
	Iteration 75Q: 3 clusters Score -4415746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4415750.000000 Penalty: 5110.587891
	Iteration 76Q: 3 clusters Score -4415750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4415753.000000 Penalty: 5110.587891
	Iteration 77Q: 3 clusters Score -4415753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4415757.000000 Penalty: 5110.587891
	Iteration 78Q: 3 clusters Score -4415757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4415755.000000 Penalty: 5110.587891
	Iteration 79Q: 3 clusters Score -4415755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4415751.000000 Penalty: 5110.587891
	Iteration 80F: 3 clusters Score -4415751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4415757.000000 Penalty: 5110.587891
	Iteration 81Q: 3 clusters Score -4415757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4415760.500000 Penalty: 5110.587891
	Iteration 82Q: 3 clusters Score -4415760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4415758.500000 Penalty: 5110.587891
	Iteration 83Q: 3 clusters Score -4415758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4415762.500000 Penalty: 5110.587891
	Iteration 84Q: 3 clusters Score -4415762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4415763.500000 Penalty: 5110.587891
	Iteration 85Q: 3 clusters Score -4415764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4415770.500000 Penalty: 5110.587891
	Iteration 86Q: 3 clusters Score -4415770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4415780.500000 Penalty: 5110.587891
	Iteration 87Q: 3 clusters Score -4415780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4415775.000000 Penalty: 5110.587891
	Iteration 88Q: 3 clusters Score -4415775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4415771.000000 Penalty: 5110.587891
	Iteration 89Q: 3 clusters Score -4415771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4415770.500000 Penalty: 5110.587891
	Iteration 90Q: 3 clusters Score -4415770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4415769.000000 Penalty: 5110.587891
	Iteration 91Q: 3 clusters Score -4415769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4415769.000000 Penalty: 5110.587891
	Iteration 92F: 3 clusters Score -4415769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Entering Unmasked Estep 
Score: -4191974.750000 Penalty: 2547.544678
	Iteration 0F: 2 clusters Score -4191975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4172113.500000 Penalty: 5095.089355
	Iteration 0F: 3 clusters Score -4172114 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4179178.000000 Penalty: 5095.089355
	Iteration 1F: 3 clusters Score -4179178 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4179602.250000 Penalty: 5095.089355
	Iteration 2Q: 3 clusters Score -4179602 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4179981.000000 Penalty: 5095.089355
	Iteration 3Q: 3 clusters Score -4179981 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4180340.500000 Penalty: 5095.089355
	Iteration 4Q: 3 clusters Score -4180340 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4180765.250000 Penalty: 5095.089355
	Iteration 5Q: 3 clusters Score -4180765 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4181284.750000 Penalty: 5095.089355
	Iteration 6Q: 3 clusters Score -4181285 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4182057.000000 Penalty: 5095.089355
	Iteration 7Q: 3 clusters Score -4182057 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4183121.250000 Penalty: 5095.089355
	Iteration 8F: 3 clusters Score -4183121 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4184433.500000 Penalty: 5095.089355
	Iteration 9F: 3 clusters Score -4184434 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4185708.500000 Penalty: 5095.089355
	Iteration 10F: 3 clusters Score -4185708 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -4186688.250000 Penalty: 5095.089355
	Iteration 11Q: 3 clusters Score -4186688 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4187480.000000 Penalty: 5095.089355
	Iteration 12Q: 3 clusters Score -4187480 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4188069.750000 Penalty: 5095.089355
	Iteration 13Q: 3 clusters Score -4188070 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4188531.250000 Penalty: 5095.089355
	Iteration 14Q: 3 clusters Score -4188531 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4188844.000000 Penalty: 5095.089355
	Iteration 15Q: 3 clusters Score -4188844 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4189072.250000 Penalty: 5095.089355
	Iteration 16Q: 3 clusters Score -4189072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4189269.750000 Penalty: 5095.089355
	Iteration 17Q: 3 clusters Score -4189270 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4189403.750000 Penalty: 5095.089355
	Iteration 18Q: 3 clusters Score -4189404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4189497.750000 Penalty: 5095.089355
	Iteration 19Q: 3 clusters Score -4189498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4189616.250000 Penalty: 5095.089355
	Iteration 20F: 3 clusters Score -4189616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4189687.500000 Penalty: 5095.089355
	Iteration 21Q: 3 clusters Score -4189688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4189744.500000 Penalty: 5095.089355
	Iteration 22Q: 3 clusters Score -4189744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4189765.750000 Penalty: 5095.089355
	Iteration 23Q: 3 clusters Score -4189766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4189775.500000 Penalty: 5095.089355
	Iteration 24Q: 3 clusters Score -4189776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4189792.500000 Penalty: 5095.089355
	Iteration 25Q: 3 clusters Score -4189792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4189803.500000 Penalty: 5095.089355
	Iteration 26Q: 3 clusters Score -4189804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4189807.750000 Penalty: 5095.089355
	Iteration 27Q: 3 clusters Score -4189808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4189810.500000 Penalty: 5095.089355
	Iteration 28Q: 3 clusters Score -4189810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4189812.250000 Penalty: 5095.089355
	Iteration 29Q: 3 clusters Score -4189812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4189814.250000 Penalty: 5095.089355
	Iteration 30Q: 3 clusters Score -4189814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4189821.250000 Penalty: 5095.089355
	Iteration 31Q: 3 clusters Score -4189821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4189831.000000 Penalty: 5095.089355
	Iteration 32Q: 3 clusters Score -4189831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4189838.750000 Penalty: 5095.089355
	Iteration 33Q: 3 clusters Score -4189839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -4189852.000000 Penalty: 5095.089355
	Iteration 34Q: 3 clusters Score -4189852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4189851.750000 Penalty: 5095.089355
	Iteration 35Q: 3 clusters Score -4189852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4189852.250000 Penalty: 5095.089355
	Iteration 36Q: 3 clusters Score -4189852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4189851.500000 Penalty: 5095.089355
	Iteration 37Q: 3 clusters Score -4189852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4189857.250000 Penalty: 5095.089355
	Iteration 38Q: 3 clusters Score -4189857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4189854.750000 Penalty: 5095.089355
	Iteration 39Q: 3 clusters Score -4189855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4189855.750000 Penalty: 5095.089355
	Iteration 40F: 3 clusters Score -4189856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4189859.250000 Penalty: 5095.089355
	Iteration 41Q: 3 clusters Score -4189859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4189859.250000 Penalty: 5095.089355
	Iteration 42F: 3 clusters Score -4189859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Entering Unmasked Estep 
Score: -5503930.500000 Penalty: 2625.472900
	Iteration 0F: 2 clusters Score -5503930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5476995.000000 Penalty: 5250.945801
	Iteration 0F: 3 clusters Score -5476995 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5487455.000000 Penalty: 5250.945801
	Iteration 1F: 3 clusters Score -5487455 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -5488682.000000 Penalty: 5250.945801
	Iteration 2F: 3 clusters Score -5488682 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5489809.500000 Penalty: 5250.945801
	Iteration 3F: 3 clusters Score -5489810 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5490828.500000 Penalty: 5250.945801
	Iteration 4F: 3 clusters Score -5490828 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5491849.500000 Penalty: 5250.945801
	Iteration 5F: 3 clusters Score -5491850 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5492667.000000 Penalty: 5250.945801
	Iteration 6Q: 3 clusters Score -5492667 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5493324.000000 Penalty: 5250.945801
	Iteration 7Q: 3 clusters Score -5493324 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5493895.500000 Penalty: 5250.945801
	Iteration 8Q: 3 clusters Score -5493896 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5494328.000000 Penalty: 5250.945801
	Iteration 9Q: 3 clusters Score -5494328 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5494780.500000 Penalty: 5250.945801
	Iteration 10Q: 3 clusters Score -5494780 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5495231.500000 Penalty: 5250.945801
	Iteration 11Q: 3 clusters Score -5495232 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5495639.500000 Penalty: 5250.945801
	Iteration 12Q: 3 clusters Score -5495640 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5496099.000000 Penalty: 5250.945801
	Iteration 13Q: 3 clusters Score -5496099 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5496601.500000 Penalty: 5250.945801
	Iteration 14Q: 3 clusters Score -5496602 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5497096.000000 Penalty: 5250.945801
	Iteration 15Q: 3 clusters Score -5497096 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5497463.500000 Penalty: 5250.945801
	Iteration 16Q: 3 clusters Score -5497464 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5497778.500000 Penalty: 5250.945801
	Iteration 17Q: 3 clusters Score -5497778 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5498010.500000 Penalty: 5250.945801
	Iteration 18Q: 3 clusters Score -5498010 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5498217.000000 Penalty: 5250.945801
	Iteration 19Q: 3 clusters Score -5498217 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5498415.500000 Penalty: 5250.945801
	Iteration 20F: 3 clusters Score -5498416 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5498581.500000 Penalty: 5250.945801
	Iteration 21Q: 3 clusters Score -5498582 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5498752.000000 Penalty: 5250.945801
	Iteration 22Q: 3 clusters Score -5498752 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5498944.000000 Penalty: 5250.945801
	Iteration 23Q: 3 clusters Score -5498944 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5499121.000000 Penalty: 5250.945801
	Iteration 24Q: 3 clusters Score -5499121 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -5499254.500000 Penalty: 5250.945801
	Iteration 25Q: 3 clusters Score -5499254 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -5499415.500000 Penalty: 5250.945801
	Iteration 26Q: 3 clusters Score -5499416 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -5499601.500000 Penalty: 5250.945801
	Iteration 27Q: 3 clusters Score -5499602 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -5499724.500000 Penalty: 5250.945801
	Iteration 28Q: 3 clusters Score -5499724 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5499865.000000 Penalty: 5250.945801
	Iteration 29Q: 3 clusters Score -5499865 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5499999.500000 Penalty: 5250.945801
	Iteration 30Q: 3 clusters Score -5500000 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -5500134.000000 Penalty: 5250.945801
	Iteration 31Q: 3 clusters Score -5500134 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5500281.000000 Penalty: 5250.945801
	Iteration 32Q: 3 clusters Score -5500281 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -5500415.500000 Penalty: 5250.945801
	Iteration 33Q: 3 clusters Score -5500416 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5500560.500000 Penalty: 5250.945801
	Iteration 34Q: 3 clusters Score -5500560 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -5500721.500000 Penalty: 5250.945801
	Iteration 35Q: 3 clusters Score -5500722 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -5500865.500000 Penalty: 5250.945801
	Iteration 36Q: 3 clusters Score -5500866 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5501003.500000 Penalty: 5250.945801
	Iteration 37Q: 3 clusters Score -5501004 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5501129.000000 Penalty: 5250.945801
	Iteration 38Q: 3 clusters Score -5501129 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -5501244.500000 Penalty: 5250.945801
	Iteration 39Q: 3 clusters Score -5501244 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5501399.500000 Penalty: 5250.945801
	Iteration 40F: 3 clusters Score -5501400 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5501532.500000 Penalty: 5250.945801
	Iteration 41Q: 3 clusters Score -5501532 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5501702.500000 Penalty: 5250.945801
	Iteration 42Q: 3 clusters Score -5501702 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5501881.000000 Penalty: 5250.945801
	Iteration 43Q: 3 clusters Score -5501881 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5502040.000000 Penalty: 5250.945801
	Iteration 44Q: 3 clusters Score -5502040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5502158.500000 Penalty: 5250.945801
	Iteration 45Q: 3 clusters Score -5502158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5502312.000000 Penalty: 5250.945801
	Iteration 46Q: 3 clusters Score -5502312 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5502461.500000 Penalty: 5250.945801
	Iteration 47Q: 3 clusters Score -5502462 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5502576.500000 Penalty: 5250.945801
	Iteration 48Q: 3 clusters Score -5502576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5502670.000000 Penalty: 5250.945801
	Iteration 49Q: 3 clusters Score -5502670 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5502736.000000 Penalty: 5250.945801
	Iteration 50Q: 3 clusters Score -5502736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5502796.500000 Penalty: 5250.945801
	Iteration 51Q: 3 clusters Score -5502796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5502824.000000 Penalty: 5250.945801
	Iteration 52Q: 3 clusters Score -5502824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5502848.500000 Penalty: 5250.945801
	Iteration 53Q: 3 clusters Score -5502848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5502861.500000 Penalty: 5250.945801
	Iteration 54Q: 3 clusters Score -5502862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5502880.500000 Penalty: 5250.945801
	Iteration 55Q: 3 clusters Score -5502880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5502886.500000 Penalty: 5250.945801
	Iteration 56Q: 3 clusters Score -5502886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5502891.500000 Penalty: 5250.945801
	Iteration 57Q: 3 clusters Score -5502892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5502903.000000 Penalty: 5250.945801
	Iteration 58Q: 3 clusters Score -5502903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5502904.500000 Penalty: 5250.945801
	Iteration 59Q: 3 clusters Score -5502904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5502910.500000 Penalty: 5250.945801
	Iteration 60F: 3 clusters Score -5502910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5502906.000000 Penalty: 5250.945801
	Iteration 61Q: 3 clusters Score -5502906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5502904.500000 Penalty: 5250.945801
	Iteration 62Q: 3 clusters Score -5502904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5502911.000000 Penalty: 5250.945801
	Iteration 63Q: 3 clusters Score -5502911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5502914.500000 Penalty: 5250.945801
	Iteration 64Q: 3 clusters Score -5502914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5502924.000000 Penalty: 5250.945801
	Iteration 65Q: 3 clusters Score -5502924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5502923.500000 Penalty: 5250.945801
	Iteration 66Q: 3 clusters Score -5502924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5502918.500000 Penalty: 5250.945801
	Iteration 67Q: 3 clusters Score -5502918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5502920.500000 Penalty: 5250.945801
	Iteration 68Q: 3 clusters Score -5502920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5502921.000000 Penalty: 5250.945801
	Iteration 69Q: 3 clusters Score -5502921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5502924.000000 Penalty: 5250.945801
	Iteration 70Q: 3 clusters Score -5502924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5502924.000000 Penalty: 5250.945801
	Iteration 71Q: 3 clusters Score -5502924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5502921.000000 Penalty: 5250.945801
	Iteration 72Q: 3 clusters Score -5502921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5502922.500000 Penalty: 5250.945801
	Iteration 73Q: 3 clusters Score -5502922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5502921.500000 Penalty: 5250.945801
	Iteration 74Q: 3 clusters Score -5502922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5502919.500000 Penalty: 5250.945801
	Iteration 75Q: 3 clusters Score -5502920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5502917.000000 Penalty: 5250.945801
	Iteration 76Q: 3 clusters Score -5502917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5502923.500000 Penalty: 5250.945801
	Iteration 77Q: 3 clusters Score -5502924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5502926.000000 Penalty: 5250.945801
	Iteration 78Q: 3 clusters Score -5502926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5502925.000000 Penalty: 5250.945801
	Iteration 79Q: 3 clusters Score -5502925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5502925.000000 Penalty: 5250.945801
	Iteration 80F: 3 clusters Score -5502925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5502922.000000 Penalty: 5250.945801
	Iteration 81Q: 3 clusters Score -5502922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5502922.000000 Penalty: 5250.945801
	Iteration 82F: 3 clusters Score -5502922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -978597.250000 Penalty: 2193.073242
	Iteration 0F: 2 clusters Score -978597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -972813.125000 Penalty: 4386.146484
	Iteration 0F: 3 clusters Score -972813.1 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -974329.312500 Penalty: 4386.146484
	Iteration 1F: 3 clusters Score -974329.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -974738.312500 Penalty: 4386.146484
	Iteration 2F: 3 clusters Score -974738.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -975183.062500 Penalty: 4386.146484
	Iteration 3F: 3 clusters Score -975183.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -975646.375000 Penalty: 4386.146484
	Iteration 4F: 3 clusters Score -975646.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -976065.187500 Penalty: 4386.146484
	Iteration 5F: 3 clusters Score -976065.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -976425.187500 Penalty: 4386.146484
	Iteration 6F: 3 clusters Score -976425.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -976741.312500 Penalty: 4386.146484
	Iteration 7F: 3 clusters Score -976741.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -976951.812500 Penalty: 4386.146484
	Iteration 8Q: 3 clusters Score -976951.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -977117.687500 Penalty: 4386.146484
	Iteration 9Q: 3 clusters Score -977117.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -977224.375000 Penalty: 4386.146484
	Iteration 10Q: 3 clusters Score -977224.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -977286.812500 Penalty: 4386.146484
	Iteration 11Q: 3 clusters Score -977286.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -977326.000000 Penalty: 4386.146484
	Iteration 12Q: 3 clusters Score -977326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -977346.750000 Penalty: 4386.146484
	Iteration 13Q: 3 clusters Score -977346.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -977354.875000 Penalty: 4386.146484
	Iteration 14Q: 3 clusters Score -977354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -977364.375000 Penalty: 4386.146484
	Iteration 15Q: 3 clusters Score -977364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -977370.687500 Penalty: 4386.146484
	Iteration 16Q: 3 clusters Score -977370.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -977376.812500 Penalty: 4386.146484
	Iteration 17Q: 3 clusters Score -977376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -977378.687500 Penalty: 4386.146484
	Iteration 18Q: 3 clusters Score -977378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -977382.000000 Penalty: 4386.146484
	Iteration 19Q: 3 clusters Score -977382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -977383.375000 Penalty: 4386.146484
	Iteration 20F: 3 clusters Score -977383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -977384.875000 Penalty: 4386.146484
	Iteration 21Q: 3 clusters Score -977384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -977384.875000 Penalty: 4386.146484
	Iteration 22F: 3 clusters Score -977384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Entering Unmasked Estep 
Score: -6508409.000000 Penalty: 2652.755127
	Iteration 0F: 2 clusters Score -6508409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -6478642.500000 Penalty: 5305.510254
	Iteration 0F: 3 clusters Score -6478642 nChanged 20311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -6489616.500000 Penalty: 5305.510254
	Iteration 1F: 3 clusters Score -6489616 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6490092.000000 Penalty: 5305.510254
	Iteration 2Q: 3 clusters Score -6490092 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -6490532.000000 Penalty: 5305.510254
	Iteration 3Q: 3 clusters Score -6490532 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -6490980.500000 Penalty: 5305.510254
	Iteration 4Q: 3 clusters Score -6490980 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -6491561.500000 Penalty: 5305.510254
	Iteration 5Q: 3 clusters Score -6491562 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -6492337.000000 Penalty: 5305.510254
	Iteration 6Q: 3 clusters Score -6492337 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6493478.500000 Penalty: 5305.510254
	Iteration 7F: 3 clusters Score -6493478 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -6495113.500000 Penalty: 5305.510254
	Iteration 8F: 3 clusters Score -6495114 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6497190.500000 Penalty: 5305.510254
	Iteration 9F: 3 clusters Score -6497190 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -6499667.000000 Penalty: 5305.510254
	Iteration 10F: 3 clusters Score -6499667 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -6502227.500000 Penalty: 5305.510254
	Iteration 11F: 3 clusters Score -6502228 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -6503668.000000 Penalty: 5305.510254
	Iteration 12Q: 3 clusters Score -6503668 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6504168.000000 Penalty: 5305.510254
	Iteration 13Q: 3 clusters Score -6504168 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -6504414.000000 Penalty: 5305.510254
	Iteration 14Q: 3 clusters Score -6504414 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -6504584.000000 Penalty: 5305.510254
	Iteration 15Q: 3 clusters Score -6504584 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -6504704.000000 Penalty: 5305.510254
	Iteration 16Q: 3 clusters Score -6504704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -6504806.000000 Penalty: 5305.510254
	Iteration 17Q: 3 clusters Score -6504806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -6504929.000000 Penalty: 5305.510254
	Iteration 18Q: 3 clusters Score -6504929 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -6504974.500000 Penalty: 5305.510254
	Iteration 19Q: 3 clusters Score -6504974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -6505056.000000 Penalty: 5305.510254
	Iteration 20F: 3 clusters Score -6505056 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -6505112.500000 Penalty: 5305.510254
	Iteration 21Q: 3 clusters Score -6505112 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -6505173.000000 Penalty: 5305.510254
	Iteration 22Q: 3 clusters Score -6505173 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -6505203.500000 Penalty: 5305.510254
	Iteration 23Q: 3 clusters Score -6505204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -6505242.500000 Penalty: 5305.510254
	Iteration 24Q: 3 clusters Score -6505242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -6505287.000000 Penalty: 5305.510254
	Iteration 25Q: 3 clusters Score -6505287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -6505330.000000 Penalty: 5305.510254
	Iteration 26Q: 3 clusters Score -6505330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -6505386.500000 Penalty: 5305.510254
	Iteration 27Q: 3 clusters Score -6505386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -6505423.500000 Penalty: 5305.510254
	Iteration 28Q: 3 clusters Score -6505424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6505472.500000 Penalty: 5305.510254
	Iteration 29Q: 3 clusters Score -6505472 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -6505488.500000 Penalty: 5305.510254
	Iteration 30Q: 3 clusters Score -6505488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -6505505.000000 Penalty: 5305.510254
	Iteration 31Q: 3 clusters Score -6505505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -6505538.000000 Penalty: 5305.510254
	Iteration 32Q: 3 clusters Score -6505538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -6505563.000000 Penalty: 5305.510254
	Iteration 33Q: 3 clusters Score -6505563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -6505589.000000 Penalty: 5305.510254
	Iteration 34Q: 3 clusters Score -6505589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -6505618.500000 Penalty: 5305.510254
	Iteration 35Q: 3 clusters Score -6505618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6505644.500000 Penalty: 5305.510254
	Iteration 36Q: 3 clusters Score -6505644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6505644.000000 Penalty: 5305.510254
	Iteration 37Q: 3 clusters Score -6505644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -6505664.500000 Penalty: 5305.510254
	Iteration 38Q: 3 clusters Score -6505664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -6505682.000000 Penalty: 5305.510254
	Iteration 39Q: 3 clusters Score -6505682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -6505720.500000 Penalty: 5305.510254
	Iteration 40F: 3 clusters Score -6505720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -6505727.000000 Penalty: 5305.510254
	Iteration 41Q: 3 clusters Score -6505727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -6505729.000000 Penalty: 5305.510254
	Iteration 42Q: 3 clusters Score -6505729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -6505736.000000 Penalty: 5305.510254
	Iteration 43Q: 3 clusters Score -6505736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -6505733.500000 Penalty: 5305.510254
	Iteration 44Q: 3 clusters Score -6505734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6505749.500000 Penalty: 5305.510254
	Iteration 45Q: 3 clusters Score -6505750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -6505753.000000 Penalty: 5305.510254
	Iteration 46Q: 3 clusters Score -6505753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -6505750.000000 Penalty: 5305.510254
	Iteration 47Q: 3 clusters Score -6505750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -6505764.500000 Penalty: 5305.510254
	Iteration 48Q: 3 clusters Score -6505764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6505763.000000 Penalty: 5305.510254
	Iteration 49Q: 3 clusters Score -6505763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6505774.500000 Penalty: 5305.510254
	Iteration 50Q: 3 clusters Score -6505774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6505783.500000 Penalty: 5305.510254
	Iteration 51Q: 3 clusters Score -6505784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -6505794.000000 Penalty: 5305.510254
	Iteration 52Q: 3 clusters Score -6505794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -6505797.500000 Penalty: 5305.510254
	Iteration 53Q: 3 clusters Score -6505798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6505803.500000 Penalty: 5305.510254
	Iteration 54Q: 3 clusters Score -6505804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6505810.000000 Penalty: 5305.510254
	Iteration 55Q: 3 clusters Score -6505810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -6505827.000000 Penalty: 5305.510254
	Iteration 56Q: 3 clusters Score -6505827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -6505840.000000 Penalty: 5305.510254
	Iteration 57Q: 3 clusters Score -6505840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6505851.500000 Penalty: 5305.510254
	Iteration 58Q: 3 clusters Score -6505852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -6505851.500000 Penalty: 5305.510254
	Iteration 59Q: 3 clusters Score -6505852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6505861.500000 Penalty: 5305.510254
	Iteration 60F: 3 clusters Score -6505862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6505852.500000 Penalty: 5305.510254
	Iteration 61Q: 3 clusters Score -6505852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -6505864.500000 Penalty: 5305.510254
	Iteration 62Q: 3 clusters Score -6505864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -6505865.000000 Penalty: 5305.510254
	Iteration 63Q: 3 clusters Score -6505865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -6505865.500000 Penalty: 5305.510254
	Iteration 64Q: 3 clusters Score -6505866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6505868.500000 Penalty: 5305.510254
	Iteration 65Q: 3 clusters Score -6505868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6505858.000000 Penalty: 5305.510254
	Iteration 66Q: 3 clusters Score -6505858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -6505864.000000 Penalty: 5305.510254
	Iteration 67Q: 3 clusters Score -6505864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -6505873.500000 Penalty: 5305.510254
	Iteration 68Q: 3 clusters Score -6505874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6505865.500000 Penalty: 5305.510254
	Iteration 69Q: 3 clusters Score -6505866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -6505872.000000 Penalty: 5305.510254
	Iteration 70Q: 3 clusters Score -6505872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6505879.500000 Penalty: 5305.510254
	Iteration 71Q: 3 clusters Score -6505880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -6505882.500000 Penalty: 5305.510254
	Iteration 72Q: 3 clusters Score -6505882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -6505885.500000 Penalty: 5305.510254
	Iteration 73Q: 3 clusters Score -6505886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -6505880.000000 Penalty: 5305.510254
	Iteration 74Q: 3 clusters Score -6505880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -6505886.500000 Penalty: 5305.510254
	Iteration 75Q: 3 clusters Score -6505886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6505891.500000 Penalty: 5305.510254
	Iteration 76Q: 3 clusters Score -6505892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6505884.000000 Penalty: 5305.510254
	Iteration 77Q: 3 clusters Score -6505884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -6505886.500000 Penalty: 5305.510254
	Iteration 78Q: 3 clusters Score -6505886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -6505887.000000 Penalty: 5305.510254
	Iteration 79Q: 3 clusters Score -6505887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -6505888.000000 Penalty: 5305.510254
	Iteration 80F: 3 clusters Score -6505888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -6505890.000000 Penalty: 5305.510254
	Iteration 81Q: 3 clusters Score -6505890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -6505890.000000 Penalty: 5305.510254
	Iteration 82F: 3 clusters Score -6505890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -833589.437500 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -833589.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -828623.687500 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -828623.7 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -829816.750000 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -829816.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -830011.437500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -830011.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -830145.875000 Penalty: 4295.657715
	Iteration 3Q: 3 clusters Score -830145.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -830242.312500 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -830242.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -830318.625000 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -830318.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -830378.687500 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -830378.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -830428.187500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -830428.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -830470.875000 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -830470.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -830516.687500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -830516.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -830560.437500 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -830560.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -830603.375000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -830603.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -830650.625000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -830650.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -830705.812500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -830705.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -830769.812500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -830769.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -830840.437500 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -830840.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -830904.437500 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -830904.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -830977.687500 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -830977.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -831068.937500 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -831068.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -831160.875000 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -831160.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -831237.937500 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -831237.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -831311.312500 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -831311.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -831378.500000 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -831378.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -831450.812500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -831450.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -831518.312500 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -831518.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -831577.937500 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -831577.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -831622.500000 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -831622.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -831656.625000 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -831656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -831681.750000 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -831681.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -831709.937500 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -831709.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -831732.000000 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -831732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -831748.437500 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -831748.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -831764.875000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -831764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -831783.062500 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -831783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -831794.125000 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -831794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -831803.937500 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -831803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -831813.062500 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -831813.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -831816.750000 Penalty: 4295.657715
	Iteration 37Q: 3 clusters Score -831816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -831821.750000 Penalty: 4295.657715
	Iteration 38Q: 3 clusters Score -831821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -831822.687500 Penalty: 4295.657715
	Iteration 39Q: 3 clusters Score -831822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -831825.812500 Penalty: 4295.657715
	Iteration 40F: 3 clusters Score -831825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -831825.875000 Penalty: 4295.657715
	Iteration 41Q: 3 clusters Score -831825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -831829.500000 Penalty: 4295.657715
	Iteration 42Q: 3 clusters Score -831829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -831833.062500 Penalty: 4295.657715
	Iteration 43Q: 3 clusters Score -831833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -831836.687500 Penalty: 4295.657715
	Iteration 44Q: 3 clusters Score -831836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -831840.125000 Penalty: 4295.657715
	Iteration 45Q: 3 clusters Score -831840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -831840.562500 Penalty: 4295.657715
	Iteration 46Q: 3 clusters Score -831840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -831842.437500 Penalty: 4295.657715
	Iteration 47Q: 3 clusters Score -831842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -831842.437500 Penalty: 4295.657715
	Iteration 48F: 3 clusters Score -831842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Entering Unmasked Estep 
Score: -5485352.500000 Penalty: 2608.496826
	Iteration 0F: 2 clusters Score -5485352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5460102.000000 Penalty: 5216.993652
	Iteration 0F: 3 clusters Score -5460102 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5469387.500000 Penalty: 5216.993652
	Iteration 1F: 3 clusters Score -5469388 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5469958.500000 Penalty: 5216.993652
	Iteration 2Q: 3 clusters Score -5469958 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5470649.000000 Penalty: 5216.993652
	Iteration 3Q: 3 clusters Score -5470649 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -5471539.000000 Penalty: 5216.993652
	Iteration 4F: 3 clusters Score -5471539 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -5472931.000000 Penalty: 5216.993652
	Iteration 5F: 3 clusters Score -5472931 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5474979.000000 Penalty: 5216.993652
	Iteration 6F: 3 clusters Score -5474979 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5477724.000000 Penalty: 5216.993652
	Iteration 7F: 3 clusters Score -5477724 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5480364.500000 Penalty: 5216.993652
	Iteration 8F: 3 clusters Score -5480364 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5481950.000000 Penalty: 5216.993652
	Iteration 9Q: 3 clusters Score -5481950 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5482572.000000 Penalty: 5216.993652
	Iteration 10Q: 3 clusters Score -5482572 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5482798.000000 Penalty: 5216.993652
	Iteration 11Q: 3 clusters Score -5482798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5482908.500000 Penalty: 5216.993652
	Iteration 12Q: 3 clusters Score -5482908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5482959.500000 Penalty: 5216.993652
	Iteration 13Q: 3 clusters Score -5482960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5482984.500000 Penalty: 5216.993652
	Iteration 14Q: 3 clusters Score -5482984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5482993.000000 Penalty: 5216.993652
	Iteration 15Q: 3 clusters Score -5482993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5483006.500000 Penalty: 5216.993652
	Iteration 16Q: 3 clusters Score -5483006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5483012.500000 Penalty: 5216.993652
	Iteration 17Q: 3 clusters Score -5483012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5483024.000000 Penalty: 5216.993652
	Iteration 18Q: 3 clusters Score -5483024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5483028.000000 Penalty: 5216.993652
	Iteration 19Q: 3 clusters Score -5483028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5483030.000000 Penalty: 5216.993652
	Iteration 20F: 3 clusters Score -5483030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5483028.000000 Penalty: 5216.993652
	Iteration 21Q: 3 clusters Score -5483028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5483028.000000 Penalty: 5216.993652
	Iteration 22F: 3 clusters Score -5483028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Entering Unmasked Estep 
Score: -6238169.500000 Penalty: 2640.602051
	Iteration 0F: 2 clusters Score -6238170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -6209635.500000 Penalty: 5281.204102
	Iteration 0F: 3 clusters Score -6209636 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6220205.500000 Penalty: 5281.204102
	Iteration 1F: 3 clusters Score -6220206 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -6220719.500000 Penalty: 5281.204102
	Iteration 2Q: 3 clusters Score -6220720 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -6221271.000000 Penalty: 5281.204102
	Iteration 3Q: 3 clusters Score -6221271 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6221842.500000 Penalty: 5281.204102
	Iteration 4Q: 3 clusters Score -6221842 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6222516.000000 Penalty: 5281.204102
	Iteration 5Q: 3 clusters Score -6222516 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6223370.000000 Penalty: 5281.204102
	Iteration 6Q: 3 clusters Score -6223370 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -6224351.000000 Penalty: 5281.204102
	Iteration 7Q: 3 clusters Score -6224351 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -6225480.500000 Penalty: 5281.204102
	Iteration 8Q: 3 clusters Score -6225480 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6226775.000000 Penalty: 5281.204102
	Iteration 9Q: 3 clusters Score -6226775 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6228172.000000 Penalty: 5281.204102
	Iteration 10Q: 3 clusters Score -6228172 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -6229577.000000 Penalty: 5281.204102
	Iteration 11Q: 3 clusters Score -6229577 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -6230685.000000 Penalty: 5281.204102
	Iteration 12Q: 3 clusters Score -6230685 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6231468.000000 Penalty: 5281.204102
	Iteration 13Q: 3 clusters Score -6231468 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6232088.000000 Penalty: 5281.204102
	Iteration 14Q: 3 clusters Score -6232088 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -6232487.000000 Penalty: 5281.204102
	Iteration 15Q: 3 clusters Score -6232487 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -6232771.000000 Penalty: 5281.204102
	Iteration 16Q: 3 clusters Score -6232771 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -6233080.500000 Penalty: 5281.204102
	Iteration 17Q: 3 clusters Score -6233080 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -6233341.000000 Penalty: 5281.204102
	Iteration 18Q: 3 clusters Score -6233341 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6233619.500000 Penalty: 5281.204102
	Iteration 19Q: 3 clusters Score -6233620 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -6233919.000000 Penalty: 5281.204102
	Iteration 20F: 3 clusters Score -6233919 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -6234187.500000 Penalty: 5281.204102
	Iteration 21Q: 3 clusters Score -6234188 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -6234412.000000 Penalty: 5281.204102
	Iteration 22Q: 3 clusters Score -6234412 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -6234584.500000 Penalty: 5281.204102
	Iteration 23Q: 3 clusters Score -6234584 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -6234757.000000 Penalty: 5281.204102
	Iteration 24Q: 3 clusters Score -6234757 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -6234861.500000 Penalty: 5281.204102
	Iteration 25Q: 3 clusters Score -6234862 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -6234978.000000 Penalty: 5281.204102
	Iteration 26Q: 3 clusters Score -6234978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -6235066.000000 Penalty: 5281.204102
	Iteration 27Q: 3 clusters Score -6235066 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -6235141.500000 Penalty: 5281.204102
	Iteration 28Q: 3 clusters Score -6235142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -6235194.000000 Penalty: 5281.204102
	Iteration 29Q: 3 clusters Score -6235194 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -6235246.000000 Penalty: 5281.204102
	Iteration 30Q: 3 clusters Score -6235246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -6235314.500000 Penalty: 5281.204102
	Iteration 31Q: 3 clusters Score -6235314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6235384.000000 Penalty: 5281.204102
	Iteration 32Q: 3 clusters Score -6235384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -6235427.500000 Penalty: 5281.204102
	Iteration 33Q: 3 clusters Score -6235428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -6235461.000000 Penalty: 5281.204102
	Iteration 34Q: 3 clusters Score -6235461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -6235486.500000 Penalty: 5281.204102
	Iteration 35Q: 3 clusters Score -6235486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -6235537.000000 Penalty: 5281.204102
	Iteration 36Q: 3 clusters Score -6235537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6235564.000000 Penalty: 5281.204102
	Iteration 37Q: 3 clusters Score -6235564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -6235578.000000 Penalty: 5281.204102
	Iteration 38Q: 3 clusters Score -6235578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -6235608.000000 Penalty: 5281.204102
	Iteration 39Q: 3 clusters Score -6235608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -6235641.000000 Penalty: 5281.204102
	Iteration 40F: 3 clusters Score -6235641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -6235671.000000 Penalty: 5281.204102
	Iteration 41Q: 3 clusters Score -6235671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6235683.500000 Penalty: 5281.204102
	Iteration 42Q: 3 clusters Score -6235684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -6235699.000000 Penalty: 5281.204102
	Iteration 43Q: 3 clusters Score -6235699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -6235713.500000 Penalty: 5281.204102
	Iteration 44Q: 3 clusters Score -6235714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6235730.500000 Penalty: 5281.204102
	Iteration 45Q: 3 clusters Score -6235730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6235733.000000 Penalty: 5281.204102
	Iteration 46Q: 3 clusters Score -6235733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -6235746.000000 Penalty: 5281.204102
	Iteration 47Q: 3 clusters Score -6235746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -6235760.000000 Penalty: 5281.204102
	Iteration 48Q: 3 clusters Score -6235760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6235775.000000 Penalty: 5281.204102
	Iteration 49Q: 3 clusters Score -6235775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -6235784.000000 Penalty: 5281.204102
	Iteration 50Q: 3 clusters Score -6235784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -6235784.000000 Penalty: 5281.204102
	Iteration 51Q: 3 clusters Score -6235784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -6235788.500000 Penalty: 5281.204102
	Iteration 52Q: 3 clusters Score -6235788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6235800.000000 Penalty: 5281.204102
	Iteration 53Q: 3 clusters Score -6235800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -6235804.500000 Penalty: 5281.204102
	Iteration 54Q: 3 clusters Score -6235804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -6235827.500000 Penalty: 5281.204102
	Iteration 55Q: 3 clusters Score -6235828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -6235836.000000 Penalty: 5281.204102
	Iteration 56Q: 3 clusters Score -6235836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -6235853.500000 Penalty: 5281.204102
	Iteration 57Q: 3 clusters Score -6235854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6235859.500000 Penalty: 5281.204102
	Iteration 58Q: 3 clusters Score -6235860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -6235860.500000 Penalty: 5281.204102
	Iteration 59Q: 3 clusters Score -6235860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6235866.000000 Penalty: 5281.204102
	Iteration 60F: 3 clusters Score -6235866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -6235868.500000 Penalty: 5281.204102
	Iteration 61Q: 3 clusters Score -6235868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -6235874.500000 Penalty: 5281.204102
	Iteration 62Q: 3 clusters Score -6235874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -6235875.000000 Penalty: 5281.204102
	Iteration 63Q: 3 clusters Score -6235875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -6235875.000000 Penalty: 5281.204102
	Iteration 64F: 3 clusters Score -6235875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1549603.750000 Penalty: 2307.101562
	Iteration 0F: 2 clusters Score -1549604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1541433.250000 Penalty: 4614.203125
	Iteration 0F: 3 clusters Score -1541433 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1544676.500000 Penalty: 4614.203125
	Iteration 1F: 3 clusters Score -1544676 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1546143.125000 Penalty: 4614.203125
	Iteration 2F: 3 clusters Score -1546143 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1547339.000000 Penalty: 4614.203125
	Iteration 3F: 3 clusters Score -1547339 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1548004.750000 Penalty: 4614.203125
	Iteration 4F: 3 clusters Score -1548005 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1548348.000000 Penalty: 4614.203125
	Iteration 5Q: 3 clusters Score -1548348 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1548492.125000 Penalty: 4614.203125
	Iteration 6Q: 3 clusters Score -1548492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1548570.250000 Penalty: 4614.203125
	Iteration 7Q: 3 clusters Score -1548570 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1548631.125000 Penalty: 4614.203125
	Iteration 8Q: 3 clusters Score -1548631 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1548664.625000 Penalty: 4614.203125
	Iteration 9Q: 3 clusters Score -1548665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1548683.500000 Penalty: 4614.203125
	Iteration 10Q: 3 clusters Score -1548684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1548700.750000 Penalty: 4614.203125
	Iteration 11Q: 3 clusters Score -1548701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1548714.625000 Penalty: 4614.203125
	Iteration 12Q: 3 clusters Score -1548715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1548723.250000 Penalty: 4614.203125
	Iteration 13Q: 3 clusters Score -1548723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1548731.375000 Penalty: 4614.203125
	Iteration 14Q: 3 clusters Score -1548731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1548739.125000 Penalty: 4614.203125
	Iteration 15Q: 3 clusters Score -1548739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1548748.750000 Penalty: 4614.203125
	Iteration 16Q: 3 clusters Score -1548749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1548760.125000 Penalty: 4614.203125
	Iteration 17Q: 3 clusters Score -1548760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1548762.500000 Penalty: 4614.203125
	Iteration 18Q: 3 clusters Score -1548762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1548769.500000 Penalty: 4614.203125
	Iteration 19Q: 3 clusters Score -1548770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1548775.750000 Penalty: 4614.203125
	Iteration 20F: 3 clusters Score -1548776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1548777.625000 Penalty: 4614.203125
	Iteration 21Q: 3 clusters Score -1548778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1548780.250000 Penalty: 4614.203125
	Iteration 22Q: 3 clusters Score -1548780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1548783.750000 Penalty: 4614.203125
	Iteration 23Q: 3 clusters Score -1548784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1548783.500000 Penalty: 4614.203125
	Iteration 24Q: 3 clusters Score -1548784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1548788.125000 Penalty: 4614.203125
	Iteration 25Q: 3 clusters Score -1548788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1548793.125000 Penalty: 4614.203125
	Iteration 26Q: 3 clusters Score -1548793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1548793.625000 Penalty: 4614.203125
	Iteration 27Q: 3 clusters Score -1548794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1548799.000000 Penalty: 4614.203125
	Iteration 28Q: 3 clusters Score -1548799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1548801.875000 Penalty: 4614.203125
	Iteration 29Q: 3 clusters Score -1548802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1548800.125000 Penalty: 4614.203125
	Iteration 30Q: 3 clusters Score -1548800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1548804.625000 Penalty: 4614.203125
	Iteration 31Q: 3 clusters Score -1548805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1548808.125000 Penalty: 4614.203125
	Iteration 32Q: 3 clusters Score -1548808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1548808.000000 Penalty: 4614.203125
	Iteration 33Q: 3 clusters Score -1548808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1548807.375000 Penalty: 4614.203125
	Iteration 34Q: 3 clusters Score -1548807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1548809.375000 Penalty: 4614.203125
	Iteration 35Q: 3 clusters Score -1548809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1548813.125000 Penalty: 4614.203125
	Iteration 36Q: 3 clusters Score -1548813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1548812.875000 Penalty: 4614.203125
	Iteration 37Q: 3 clusters Score -1548813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1548813.625000 Penalty: 4614.203125
	Iteration 38Q: 3 clusters Score -1548814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1548815.250000 Penalty: 4614.203125
	Iteration 39Q: 3 clusters Score -1548815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1548817.250000 Penalty: 4614.203125
	Iteration 40F: 3 clusters Score -1548817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1548818.125000 Penalty: 4614.203125
	Iteration 41Q: 3 clusters Score -1548818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1548818.125000 Penalty: 4614.203125
	Iteration 42F: 3 clusters Score -1548818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43802.671875 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43802.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42497.468750 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42497.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42666.089844 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42666.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42727.500000 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -42727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42752.964844 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -42752.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42764.875000 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -42764.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42770.515625 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -42770.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42773.820312 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -42773.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42773.820312 Penalty: 2879.346924
	Iteration 7F: 3 clusters Score -42773.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -2053229.875000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -2053230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2042114.875000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -2042115 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2045900.375000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -2045900 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2046399.750000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -2046400 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2046785.875000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -2046786 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2047128.750000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -2047129 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2047406.125000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -2047406 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2047607.250000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -2047607 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2047771.625000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -2047772 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2047900.875000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -2047901 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2048026.750000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -2048027 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2048138.875000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -2048139 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2048259.250000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -2048259 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2048380.875000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -2048381 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2048543.000000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -2048543 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2048685.250000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -2048685 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2048843.625000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -2048844 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2048989.000000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -2048989 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2049109.750000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -2049110 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2049216.375000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -2049216 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2049317.000000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -2049317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2049428.500000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -2049428 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2049508.500000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -2049508 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2049586.000000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -2049586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2049640.375000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -2049640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2049691.625000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -2049692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2049731.625000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -2049732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2049765.625000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -2049766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2049799.875000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -2049800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2049843.375000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -2049843 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2049875.625000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -2049876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2049895.500000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -2049896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2049929.500000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -2049930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2049963.750000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -2049964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2049990.750000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -2049991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2050019.000000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -2050019 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2050057.625000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -2050058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2050098.375000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -2050098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2050145.000000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -2050145 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2050200.250000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -2050200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2050254.750000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -2050255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2050310.500000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -2050310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2050377.375000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -2050377 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2050434.750000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -2050435 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2050487.750000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -2050488 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2050544.125000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -2050544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2050612.625000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -2050613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2050680.125000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -2050680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2050734.000000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -2050734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2050793.000000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -2050793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2050859.375000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -2050859 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2050908.000000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -2050908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2050961.500000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -2050962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2051008.875000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -2051009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2051057.750000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -2051058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2051108.625000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -2051109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2051158.875000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -2051159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2051211.250000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -2051211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2051251.500000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -2051252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2051291.375000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -2051291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2051318.750000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -2051319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2051344.500000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -2051344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2051372.875000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -2051373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2051402.750000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -2051403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2051422.875000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -2051423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2051442.250000 Penalty: 4783.490234
	Iteration 64Q: 3 clusters Score -2051442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2051455.000000 Penalty: 4783.490234
	Iteration 65Q: 3 clusters Score -2051455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2051465.000000 Penalty: 4783.490234
	Iteration 66Q: 3 clusters Score -2051465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2051482.125000 Penalty: 4783.490234
	Iteration 67Q: 3 clusters Score -2051482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2051503.000000 Penalty: 4783.490234
	Iteration 68Q: 3 clusters Score -2051503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2051518.625000 Penalty: 4783.490234
	Iteration 69Q: 3 clusters Score -2051519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2051534.500000 Penalty: 4783.490234
	Iteration 70Q: 3 clusters Score -2051534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2051543.875000 Penalty: 4783.490234
	Iteration 71Q: 3 clusters Score -2051544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2051551.875000 Penalty: 4783.490234
	Iteration 72Q: 3 clusters Score -2051552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2051559.500000 Penalty: 4783.490234
	Iteration 73Q: 3 clusters Score -2051560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2051559.875000 Penalty: 4783.490234
	Iteration 74Q: 3 clusters Score -2051560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2051569.875000 Penalty: 4783.490234
	Iteration 75Q: 3 clusters Score -2051570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2051574.750000 Penalty: 4783.490234
	Iteration 76Q: 3 clusters Score -2051575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2051574.000000 Penalty: 4783.490234
	Iteration 77Q: 3 clusters Score -2051574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2051580.250000 Penalty: 4783.490234
	Iteration 78Q: 3 clusters Score -2051580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2051581.125000 Penalty: 4783.490234
	Iteration 79Q: 3 clusters Score -2051581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2051582.875000 Penalty: 4783.490234
	Iteration 80F: 3 clusters Score -2051583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2051584.625000 Penalty: 4783.490234
	Iteration 81Q: 3 clusters Score -2051585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2051586.125000 Penalty: 4783.490234
	Iteration 82Q: 3 clusters Score -2051586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2051586.125000 Penalty: 4783.490234
	Iteration 83F: 3 clusters Score -2051586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -21993.644531 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -21993.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20932.152344 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -20932.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21036.513672 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -21036.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21065.779297 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -21065.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21072.277344 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -21072.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21078.509766 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -21078.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21084.667969 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -21084.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21084.667969 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -21084.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Entering Unmasked Estep 
Score: -3653028.250000 Penalty: 2518.735107
	Iteration 0F: 2 clusters Score -3653028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3635104.750000 Penalty: 5037.470215
	Iteration 0F: 3 clusters Score -3635105 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3641505.000000 Penalty: 5037.470215
	Iteration 1F: 3 clusters Score -3641505 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3642024.500000 Penalty: 5037.470215
	Iteration 2F: 3 clusters Score -3642024 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3642604.000000 Penalty: 5037.470215
	Iteration 3Q: 3 clusters Score -3642604 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3643215.500000 Penalty: 5037.470215
	Iteration 4Q: 3 clusters Score -3643216 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3643909.500000 Penalty: 5037.470215
	Iteration 5Q: 3 clusters Score -3643910 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3644683.000000 Penalty: 5037.470215
	Iteration 6F: 3 clusters Score -3644683 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3645430.750000 Penalty: 5037.470215
	Iteration 7F: 3 clusters Score -3645431 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3646112.250000 Penalty: 5037.470215
	Iteration 8F: 3 clusters Score -3646112 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3646681.750000 Penalty: 5037.470215
	Iteration 9Q: 3 clusters Score -3646682 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3647183.500000 Penalty: 5037.470215
	Iteration 10Q: 3 clusters Score -3647184 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3647649.250000 Penalty: 5037.470215
	Iteration 11Q: 3 clusters Score -3647649 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3648159.750000 Penalty: 5037.470215
	Iteration 12Q: 3 clusters Score -3648160 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3648719.000000 Penalty: 5037.470215
	Iteration 13Q: 3 clusters Score -3648719 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3649302.000000 Penalty: 5037.470215
	Iteration 14Q: 3 clusters Score -3649302 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3649778.750000 Penalty: 5037.470215
	Iteration 15Q: 3 clusters Score -3649779 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3650108.250000 Penalty: 5037.470215
	Iteration 16Q: 3 clusters Score -3650108 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3650333.750000 Penalty: 5037.470215
	Iteration 17Q: 3 clusters Score -3650334 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3650564.250000 Penalty: 5037.470215
	Iteration 18Q: 3 clusters Score -3650564 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3650717.250000 Penalty: 5037.470215
	Iteration 19Q: 3 clusters Score -3650717 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3650869.250000 Penalty: 5037.470215
	Iteration 20F: 3 clusters Score -3650869 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3651020.500000 Penalty: 5037.470215
	Iteration 21Q: 3 clusters Score -3651020 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3651158.250000 Penalty: 5037.470215
	Iteration 22Q: 3 clusters Score -3651158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3651265.250000 Penalty: 5037.470215
	Iteration 23Q: 3 clusters Score -3651265 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3651362.000000 Penalty: 5037.470215
	Iteration 24Q: 3 clusters Score -3651362 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3651438.000000 Penalty: 5037.470215
	Iteration 25Q: 3 clusters Score -3651438 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3651497.000000 Penalty: 5037.470215
	Iteration 26Q: 3 clusters Score -3651497 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3651566.000000 Penalty: 5037.470215
	Iteration 27Q: 3 clusters Score -3651566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3651617.250000 Penalty: 5037.470215
	Iteration 28Q: 3 clusters Score -3651617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3651645.750000 Penalty: 5037.470215
	Iteration 29Q: 3 clusters Score -3651646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3651679.500000 Penalty: 5037.470215
	Iteration 30Q: 3 clusters Score -3651680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3651712.000000 Penalty: 5037.470215
	Iteration 31Q: 3 clusters Score -3651712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3651736.000000 Penalty: 5037.470215
	Iteration 32Q: 3 clusters Score -3651736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3651770.250000 Penalty: 5037.470215
	Iteration 33Q: 3 clusters Score -3651770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3651778.500000 Penalty: 5037.470215
	Iteration 34Q: 3 clusters Score -3651778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3651805.000000 Penalty: 5037.470215
	Iteration 35Q: 3 clusters Score -3651805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3651830.250000 Penalty: 5037.470215
	Iteration 36Q: 3 clusters Score -3651830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3651860.750000 Penalty: 5037.470215
	Iteration 37Q: 3 clusters Score -3651861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3651877.750000 Penalty: 5037.470215
	Iteration 38Q: 3 clusters Score -3651878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3651893.500000 Penalty: 5037.470215
	Iteration 39Q: 3 clusters Score -3651894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3651900.250000 Penalty: 5037.470215
	Iteration 40F: 3 clusters Score -3651900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3651916.750000 Penalty: 5037.470215
	Iteration 41Q: 3 clusters Score -3651917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3651939.500000 Penalty: 5037.470215
	Iteration 42Q: 3 clusters Score -3651940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3651946.250000 Penalty: 5037.470215
	Iteration 43Q: 3 clusters Score -3651946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3651950.750000 Penalty: 5037.470215
	Iteration 44Q: 3 clusters Score -3651951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3651967.000000 Penalty: 5037.470215
	Iteration 45Q: 3 clusters Score -3651967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3651972.750000 Penalty: 5037.470215
	Iteration 46Q: 3 clusters Score -3651973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3652000.500000 Penalty: 5037.470215
	Iteration 47Q: 3 clusters Score -3652000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3652001.250000 Penalty: 5037.470215
	Iteration 48Q: 3 clusters Score -3652001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3652006.250000 Penalty: 5037.470215
	Iteration 49Q: 3 clusters Score -3652006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3652005.750000 Penalty: 5037.470215
	Iteration 50Q: 3 clusters Score -3652006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3652005.000000 Penalty: 5037.470215
	Iteration 51Q: 3 clusters Score -3652005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3652015.500000 Penalty: 5037.470215
	Iteration 52Q: 3 clusters Score -3652016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3652026.000000 Penalty: 5037.470215
	Iteration 53Q: 3 clusters Score -3652026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3652025.000000 Penalty: 5037.470215
	Iteration 54Q: 3 clusters Score -3652025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3652028.250000 Penalty: 5037.470215
	Iteration 55Q: 3 clusters Score -3652028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3652035.000000 Penalty: 5037.470215
	Iteration 56Q: 3 clusters Score -3652035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3652031.750000 Penalty: 5037.470215
	Iteration 57Q: 3 clusters Score -3652032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3652033.250000 Penalty: 5037.470215
	Iteration 58Q: 3 clusters Score -3652033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3652033.250000 Penalty: 5037.470215
	Iteration 59Q: 3 clusters Score -3652033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3652039.750000 Penalty: 5037.470215
	Iteration 60F: 3 clusters Score -3652040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3652042.750000 Penalty: 5037.470215
	Iteration 61Q: 3 clusters Score -3652043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3652048.250000 Penalty: 5037.470215
	Iteration 62Q: 3 clusters Score -3652048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3652047.750000 Penalty: 5037.470215
	Iteration 63Q: 3 clusters Score -3652048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3652046.250000 Penalty: 5037.470215
	Iteration 64Q: 3 clusters Score -3652046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3652050.250000 Penalty: 5037.470215
	Iteration 65Q: 3 clusters Score -3652050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3652050.250000 Penalty: 5037.470215
	Iteration 66Q: 3 clusters Score -3652050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3652050.750000 Penalty: 5037.470215
	Iteration 67Q: 3 clusters Score -3652051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3652048.500000 Penalty: 5037.470215
	Iteration 68Q: 3 clusters Score -3652048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3652049.500000 Penalty: 5037.470215
	Iteration 69Q: 3 clusters Score -3652050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3652050.500000 Penalty: 5037.470215
	Iteration 70Q: 3 clusters Score -3652050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3652052.000000 Penalty: 5037.470215
	Iteration 71Q: 3 clusters Score -3652052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3652049.750000 Penalty: 5037.470215
	Iteration 72Q: 3 clusters Score -3652050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3652054.250000 Penalty: 5037.470215
	Iteration 73Q: 3 clusters Score -3652054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3652054.250000 Penalty: 5037.470215
	Iteration 74F: 3 clusters Score -3652054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -9437886.000000 Penalty: 2744.774170
	Iteration 0F: 2 clusters Score -9437886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -9395110.000000 Penalty: 5489.548340
	Iteration 0F: 3 clusters Score -9395110 nChanged 29769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -9411922.000000 Penalty: 5489.548340
	Iteration 1F: 3 clusters Score -9411922 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -9412464.000000 Penalty: 5489.548340
	Iteration 2Q: 3 clusters Score -9412464 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -9413055.000000 Penalty: 5489.548340
	Iteration 3Q: 3 clusters Score -9413055 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -9413684.000000 Penalty: 5489.548340
	Iteration 4Q: 3 clusters Score -9413684 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -9414478.000000 Penalty: 5489.548340
	Iteration 5Q: 3 clusters Score -9414478 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -9415673.000000 Penalty: 5489.548340
	Iteration 6Q: 3 clusters Score -9415673 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -9417347.000000 Penalty: 5489.548340
	Iteration 7Q: 3 clusters Score -9417347 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -9420004.000000 Penalty: 5489.548340
	Iteration 8F: 3 clusters Score -9420004 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9423261.000000 Penalty: 5489.548340
	Iteration 9F: 3 clusters Score -9423261 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -9426606.000000 Penalty: 5489.548340
	Iteration 10F: 3 clusters Score -9426606 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -9429308.000000 Penalty: 5489.548340
	Iteration 11Q: 3 clusters Score -9429308 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -9431302.000000 Penalty: 5489.548340
	Iteration 12Q: 3 clusters Score -9431302 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9432617.000000 Penalty: 5489.548340
	Iteration 13Q: 3 clusters Score -9432617 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9433479.000000 Penalty: 5489.548340
	Iteration 14Q: 3 clusters Score -9433479 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9434130.000000 Penalty: 5489.548340
	Iteration 15Q: 3 clusters Score -9434130 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9434516.000000 Penalty: 5489.548340
	Iteration 16Q: 3 clusters Score -9434516 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9434785.000000 Penalty: 5489.548340
	Iteration 17Q: 3 clusters Score -9434785 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9434999.000000 Penalty: 5489.548340
	Iteration 18Q: 3 clusters Score -9434999 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9435157.000000 Penalty: 5489.548340
	Iteration 19Q: 3 clusters Score -9435157 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9435247.000000 Penalty: 5489.548340
	Iteration 20F: 3 clusters Score -9435247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9435327.000000 Penalty: 5489.548340
	Iteration 21Q: 3 clusters Score -9435327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9435382.000000 Penalty: 5489.548340
	Iteration 22Q: 3 clusters Score -9435382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9435413.000000 Penalty: 5489.548340
	Iteration 23Q: 3 clusters Score -9435413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9435448.000000 Penalty: 5489.548340
	Iteration 24Q: 3 clusters Score -9435448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9435470.000000 Penalty: 5489.548340
	Iteration 25Q: 3 clusters Score -9435470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9435487.000000 Penalty: 5489.548340
	Iteration 26Q: 3 clusters Score -9435487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9435503.000000 Penalty: 5489.548340
	Iteration 27Q: 3 clusters Score -9435503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9435519.000000 Penalty: 5489.548340
	Iteration 28Q: 3 clusters Score -9435519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9435539.000000 Penalty: 5489.548340
	Iteration 29Q: 3 clusters Score -9435539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9435538.000000 Penalty: 5489.548340
	Iteration 30Q: 3 clusters Score -9435538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9435546.000000 Penalty: 5489.548340
	Iteration 31Q: 3 clusters Score -9435546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9435556.000000 Penalty: 5489.548340
	Iteration 32Q: 3 clusters Score -9435556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9435563.000000 Penalty: 5489.548340
	Iteration 33Q: 3 clusters Score -9435563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9435567.000000 Penalty: 5489.548340
	Iteration 34Q: 3 clusters Score -9435567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9435573.000000 Penalty: 5489.548340
	Iteration 35Q: 3 clusters Score -9435573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9435578.000000 Penalty: 5489.548340
	Iteration 36Q: 3 clusters Score -9435578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9435587.000000 Penalty: 5489.548340
	Iteration 37Q: 3 clusters Score -9435587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9435589.000000 Penalty: 5489.548340
	Iteration 38Q: 3 clusters Score -9435589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9435585.000000 Penalty: 5489.548340
	Iteration 39Q: 3 clusters Score -9435585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9435594.000000 Penalty: 5489.548340
	Iteration 40F: 3 clusters Score -9435594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9435599.000000 Penalty: 5489.548340
	Iteration 41Q: 3 clusters Score -9435599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9435599.000000 Penalty: 5489.548340
	Iteration 42Q: 3 clusters Score -9435599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9435599.000000 Penalty: 5489.548340
	Iteration 43F: 3 clusters Score -9435599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Entering Unmasked Estep 
Score: -5218821.000000 Penalty: 2603.504395
	Iteration 0F: 2 clusters Score -5218821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5194091.500000 Penalty: 5207.008789
	Iteration 0F: 3 clusters Score -5194092 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5203157.500000 Penalty: 5207.008789
	Iteration 1F: 3 clusters Score -5203158 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5203578.000000 Penalty: 5207.008789
	Iteration 2Q: 3 clusters Score -5203578 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5203985.500000 Penalty: 5207.008789
	Iteration 3Q: 3 clusters Score -5203986 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5204377.000000 Penalty: 5207.008789
	Iteration 4Q: 3 clusters Score -5204377 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5204728.500000 Penalty: 5207.008789
	Iteration 5Q: 3 clusters Score -5204728 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5205153.000000 Penalty: 5207.008789
	Iteration 6Q: 3 clusters Score -5205153 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -5205509.500000 Penalty: 5207.008789
	Iteration 7Q: 3 clusters Score -5205510 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5205843.500000 Penalty: 5207.008789
	Iteration 8Q: 3 clusters Score -5205844 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -5206222.500000 Penalty: 5207.008789
	Iteration 9Q: 3 clusters Score -5206222 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5206569.500000 Penalty: 5207.008789
	Iteration 10Q: 3 clusters Score -5206570 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5206984.500000 Penalty: 5207.008789
	Iteration 11Q: 3 clusters Score -5206984 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5207497.500000 Penalty: 5207.008789
	Iteration 12Q: 3 clusters Score -5207498 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -5208198.500000 Penalty: 5207.008789
	Iteration 13Q: 3 clusters Score -5208198 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -5209099.500000 Penalty: 5207.008789
	Iteration 14Q: 3 clusters Score -5209100 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5210260.500000 Penalty: 5207.008789
	Iteration 15Q: 3 clusters Score -5210260 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -5211601.000000 Penalty: 5207.008789
	Iteration 16F: 3 clusters Score -5211601 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -5213095.000000 Penalty: 5207.008789
	Iteration 17Q: 3 clusters Score -5213095 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -5214562.500000 Penalty: 5207.008789
	Iteration 18Q: 3 clusters Score -5214562 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -5215590.500000 Penalty: 5207.008789
	Iteration 19Q: 3 clusters Score -5215590 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -5216049.500000 Penalty: 5207.008789
	Iteration 20F: 3 clusters Score -5216050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5216275.500000 Penalty: 5207.008789
	Iteration 21Q: 3 clusters Score -5216276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5216400.500000 Penalty: 5207.008789
	Iteration 22Q: 3 clusters Score -5216400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5216514.000000 Penalty: 5207.008789
	Iteration 23Q: 3 clusters Score -5216514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5216574.500000 Penalty: 5207.008789
	Iteration 24Q: 3 clusters Score -5216574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5216634.000000 Penalty: 5207.008789
	Iteration 25Q: 3 clusters Score -5216634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5216669.000000 Penalty: 5207.008789
	Iteration 26Q: 3 clusters Score -5216669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -5216696.500000 Penalty: 5207.008789
	Iteration 27Q: 3 clusters Score -5216696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5216724.500000 Penalty: 5207.008789
	Iteration 28Q: 3 clusters Score -5216724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5216742.500000 Penalty: 5207.008789
	Iteration 29Q: 3 clusters Score -5216742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5216745.000000 Penalty: 5207.008789
	Iteration 30Q: 3 clusters Score -5216745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5216743.000000 Penalty: 5207.008789
	Iteration 31Q: 3 clusters Score -5216743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5216757.500000 Penalty: 5207.008789
	Iteration 32Q: 3 clusters Score -5216758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5216757.500000 Penalty: 5207.008789
	Iteration 33Q: 3 clusters Score -5216758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -5216763.500000 Penalty: 5207.008789
	Iteration 34Q: 3 clusters Score -5216764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -5216766.500000 Penalty: 5207.008789
	Iteration 35Q: 3 clusters Score -5216766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5216764.500000 Penalty: 5207.008789
	Iteration 36Q: 3 clusters Score -5216764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -5216767.000000 Penalty: 5207.008789
	Iteration 37Q: 3 clusters Score -5216767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5216770.500000 Penalty: 5207.008789
	Iteration 38Q: 3 clusters Score -5216770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5216770.500000 Penalty: 5207.008789
	Iteration 39F: 3 clusters Score -5216770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -326643.375000 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -326643.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -323735.000000 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -323735 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324327.843750 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -324327.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -324499.718750 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -324499.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324641.406250 Penalty: 3870.503662
	Iteration 3F: 3 clusters Score -324641.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -324784.062500 Penalty: 3870.503662
	Iteration 4F: 3 clusters Score -324784.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -324937.562500 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -324937.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325114.125000 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -325114.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -325313.562500 Penalty: 3870.503662
	Iteration 7F: 3 clusters Score -325313.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -325553.375000 Penalty: 3870.503662
	Iteration 8F: 3 clusters Score -325553.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -325753.312500 Penalty: 3870.503662
	Iteration 9F: 3 clusters Score -325753.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -325899.125000 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -325899.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -325992.093750 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -325992.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -326037.406250 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -326037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -326067.906250 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -326067.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -326090.562500 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -326090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326116.406250 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -326116.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326137.625000 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -326137.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -326156.281250 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -326156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -326167.406250 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -326167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -326173.625000 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -326173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326176.750000 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -326176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -326178.812500 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -326178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326180.375000 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -326180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -326184.937500 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -326184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -326187.843750 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -326187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -326189.937500 Penalty: 3870.503662
	Iteration 25Q: 3 clusters Score -326189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326191.687500 Penalty: 3870.503662
	Iteration 26Q: 3 clusters Score -326191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326192.031250 Penalty: 3870.503662
	Iteration 27Q: 3 clusters Score -326192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326192.031250 Penalty: 3870.503662
	Iteration 28F: 3 clusters Score -326192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (153769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Entering Unmasked Estep 
Score: -22530508.000000 Penalty: 2961.915283
	Iteration 0F: 2 clusters Score -2.253051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -22432628.000000 Penalty: 5923.830566
	Iteration 0F: 3 clusters Score -2.243263e+07 nChanged 73292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -22475180.000000 Penalty: 5923.830566
	Iteration 1F: 3 clusters Score -2.247518e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -22476248.000000 Penalty: 5923.830566
	Iteration 2Q: 3 clusters Score -2.247625e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -22477752.000000 Penalty: 5923.830566
	Iteration 3Q: 3 clusters Score -2.247775e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -22479872.000000 Penalty: 5923.830566
	Iteration 4Q: 3 clusters Score -2.247987e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -22482990.000000 Penalty: 5923.830566
	Iteration 5Q: 3 clusters Score -2.248299e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -22488082.000000 Penalty: 5923.830566
	Iteration 6F: 3 clusters Score -2.248808e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -22495640.000000 Penalty: 5923.830566
	Iteration 7F: 3 clusters Score -2.249564e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -22504334.000000 Penalty: 5923.830566
	Iteration 8F: 3 clusters Score -2.250433e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -22512266.000000 Penalty: 5923.830566
	Iteration 9F: 3 clusters Score -2.251227e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -22517808.000000 Penalty: 5923.830566
	Iteration 10Q: 3 clusters Score -2.251781e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -22521140.000000 Penalty: 5923.830566
	Iteration 11Q: 3 clusters Score -2.252114e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -22522968.000000 Penalty: 5923.830566
	Iteration 12Q: 3 clusters Score -2.252297e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -22524246.000000 Penalty: 5923.830566
	Iteration 13Q: 3 clusters Score -2.252425e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -22525122.000000 Penalty: 5923.830566
	Iteration 14Q: 3 clusters Score -2.252512e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -22525904.000000 Penalty: 5923.830566
	Iteration 15Q: 3 clusters Score -2.25259e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -22526420.000000 Penalty: 5923.830566
	Iteration 16Q: 3 clusters Score -2.252642e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -22527034.000000 Penalty: 5923.830566
	Iteration 17Q: 3 clusters Score -2.252703e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -22527526.000000 Penalty: 5923.830566
	Iteration 18Q: 3 clusters Score -2.252753e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -22527794.000000 Penalty: 5923.830566
	Iteration 19Q: 3 clusters Score -2.252779e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 146111 members 
Entering Unmasked Estep 
Score: -22528078.000000 Penalty: 5923.830566
	Iteration 20F: 3 clusters Score -2.252808e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -22528236.000000 Penalty: 5923.830566
	Iteration 21Q: 3 clusters Score -2.252824e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -22528406.000000 Penalty: 5923.830566
	Iteration 22Q: 3 clusters Score -2.252841e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 147590 members 
Entering Unmasked Estep 
Score: -22528558.000000 Penalty: 5923.830566
	Iteration 23Q: 3 clusters Score -2.252856e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 147912 members 
Entering Unmasked Estep 
Score: -22528650.000000 Penalty: 5923.830566
	Iteration 24Q: 3 clusters Score -2.252865e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -22528604.000000 Penalty: 5923.830566
	Iteration 25Q: 3 clusters Score -2.25286e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -22528638.000000 Penalty: 5923.830566
	Iteration 26Q: 3 clusters Score -2.252864e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 148513 members 
Entering Unmasked Estep 
Score: -22528658.000000 Penalty: 5923.830566
	Iteration 27Q: 3 clusters Score -2.252866e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -22528662.000000 Penalty: 5923.830566
	Iteration 28Q: 3 clusters Score -2.252866e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -22528744.000000 Penalty: 5923.830566
	Iteration 29Q: 3 clusters Score -2.252874e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -22528700.000000 Penalty: 5923.830566
	Iteration 30Q: 3 clusters Score -2.25287e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -22528724.000000 Penalty: 5923.830566
	Iteration 31Q: 3 clusters Score -2.252872e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -22528790.000000 Penalty: 5923.830566
	Iteration 32Q: 3 clusters Score -2.252879e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -22528810.000000 Penalty: 5923.830566
	Iteration 33Q: 3 clusters Score -2.252881e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 149264 members 
Entering Unmasked Estep 
Score: -22528814.000000 Penalty: 5923.830566
	Iteration 34Q: 3 clusters Score -2.252881e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -22528814.000000 Penalty: 5923.830566
	Iteration 35Q: 3 clusters Score -2.252881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 149400 members 
Entering Unmasked Estep 
Score: -22528870.000000 Penalty: 5923.830566
	Iteration 36Q: 3 clusters Score -2.252887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -22528862.000000 Penalty: 5923.830566
	Iteration 37Q: 3 clusters Score -2.252886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -22528862.000000 Penalty: 5923.830566
	Iteration 38Q: 3 clusters Score -2.252886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -22528848.000000 Penalty: 5923.830566
	Iteration 39Q: 3 clusters Score -2.252885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -22528880.000000 Penalty: 5923.830566
	Iteration 40F: 3 clusters Score -2.252888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 5923.830566
	Iteration 41Q: 3 clusters Score -2.252892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 5923.830566
	Iteration 42Q: 3 clusters Score -2.252892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 149594 members 
Entering Unmasked Estep 
Score: -22528930.000000 Penalty: 5923.830566
	Iteration 43Q: 3 clusters Score -2.252893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -22528932.000000 Penalty: 5923.830566
	Iteration 44Q: 3 clusters Score -2.252893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -22528940.000000 Penalty: 5923.830566
	Iteration 45Q: 3 clusters Score -2.252894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -22528942.000000 Penalty: 5923.830566
	Iteration 46Q: 3 clusters Score -2.252894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -22528942.000000 Penalty: 5923.830566
	Iteration 47Q: 3 clusters Score -2.252894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -22528946.000000 Penalty: 5923.830566
	Iteration 48Q: 3 clusters Score -2.252895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -22528972.000000 Penalty: 5923.830566
	Iteration 49Q: 3 clusters Score -2.252897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -22528974.000000 Penalty: 5923.830566
	Iteration 50Q: 3 clusters Score -2.252897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
Score: -22528972.000000 Penalty: 5923.830566
	Iteration 51Q: 3 clusters Score -2.252897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 149697 members 
Entering Unmasked Estep 
Score: -22528970.000000 Penalty: 5923.830566
	Iteration 52Q: 3 clusters Score -2.252897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -22528988.000000 Penalty: 5923.830566
	Iteration 53Q: 3 clusters Score -2.252899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -22528988.000000 Penalty: 5923.830566
	Iteration 54Q: 3 clusters Score -2.252899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -22528992.000000 Penalty: 5923.830566
	Iteration 55Q: 3 clusters Score -2.252899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 149734 members 
Entering Unmasked Estep 
Score: -22529014.000000 Penalty: 5923.830566
	Iteration 56Q: 3 clusters Score -2.252901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -22529004.000000 Penalty: 5923.830566
	Iteration 57Q: 3 clusters Score -2.2529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -22529000.000000 Penalty: 5923.830566
	Iteration 58Q: 3 clusters Score -2.2529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -22528990.000000 Penalty: 5923.830566
	Iteration 59Q: 3 clusters Score -2.252899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -22529000.000000 Penalty: 5923.830566
	Iteration 60F: 3 clusters Score -2.2529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -22529022.000000 Penalty: 5923.830566
	Iteration 61Q: 3 clusters Score -2.252902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 149760 members 
Entering Unmasked Estep 
Score: -22529006.000000 Penalty: 5923.830566
	Iteration 62Q: 3 clusters Score -2.252901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -22529014.000000 Penalty: 5923.830566
	Iteration 63Q: 3 clusters Score -2.252901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -22529022.000000 Penalty: 5923.830566
	Iteration 64Q: 3 clusters Score -2.252902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -22529020.000000 Penalty: 5923.830566
	Iteration 65Q: 3 clusters Score -2.252902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -22529028.000000 Penalty: 5923.830566
	Iteration 66Q: 3 clusters Score -2.252903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -22529028.000000 Penalty: 5923.830566
	Iteration 67F: 3 clusters Score -2.252903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -60653.644531 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -60653.64 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 245 members 
Entering Unmasked Estep 
Score: -59107.425781 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -59107.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59319.390625 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -59319.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59473.023438 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -59473.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59831.304688 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -59831.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60271.375000 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -60271.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60418.839844 Penalty: 3069.378906
	Iteration 5F: 3 clusters Score -60418.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60518.949219 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -60518.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60618.675781 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -60618.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -60698.828125 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -60698.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60750.281250 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -60750.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60848.308594 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -60848.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60916.132812 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -60916.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60939.910156 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -60939.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60946.363281 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -60946.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -60953.585938 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -60953.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60957.246094 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -60957.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60962.769531 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -60962.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60973.863281 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -60973.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -60979.753906 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -60979.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -60979.753906 Penalty: 3069.378906
	Iteration 19F: 3 clusters Score -60979.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29840 members 
Mstep: Class 6 contains 28922 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 44205 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36980 members 
Mstep: Class 12 contains 42091 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64064 members 
Mstep: Class 19 contains 36243 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 153769 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207466 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59908 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 132 members 
Entering Unmasked Estep 
Score: -128966840.000000 Penalty: 112253.093750
Splitting cluster 22 changes total score from -128968416.000000 to -128966840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Entering Unmasked Estep 
Score: -360363.375000 Penalty: 1989.189941
	Iteration 0F: 2 clusters Score -360363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357107.656250 Penalty: 3978.379883
	Iteration 0F: 3 clusters Score -357107.7 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -357913.437500 Penalty: 3978.379883
	Iteration 1F: 3 clusters Score -357913.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -358189.468750 Penalty: 3978.379883
	Iteration 2F: 3 clusters Score -358189.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358411.375000 Penalty: 3978.379883
	Iteration 3F: 3 clusters Score -358411.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -358578.468750 Penalty: 3978.379883
	Iteration 4Q: 3 clusters Score -358578.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -358729.343750 Penalty: 3978.379883
	Iteration 5Q: 3 clusters Score -358729.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -358863.750000 Penalty: 3978.379883
	Iteration 6Q: 3 clusters Score -358863.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -359001.750000 Penalty: 3978.379883
	Iteration 7Q: 3 clusters Score -359001.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -359115.656250 Penalty: 3978.379883
	Iteration 8Q: 3 clusters Score -359115.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -359224.156250 Penalty: 3978.379883
	Iteration 9Q: 3 clusters Score -359224.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -359292.812500 Penalty: 3978.379883
	Iteration 10Q: 3 clusters Score -359292.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -359336.656250 Penalty: 3978.379883
	Iteration 11Q: 3 clusters Score -359336.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -359367.906250 Penalty: 3978.379883
	Iteration 12Q: 3 clusters Score -359367.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359389.281250 Penalty: 3978.379883
	Iteration 13Q: 3 clusters Score -359389.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359401.500000 Penalty: 3978.379883
	Iteration 14Q: 3 clusters Score -359401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359407.875000 Penalty: 3978.379883
	Iteration 15Q: 3 clusters Score -359407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -359412.812500 Penalty: 3978.379883
	Iteration 16Q: 3 clusters Score -359412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359421.218750 Penalty: 3978.379883
	Iteration 17Q: 3 clusters Score -359421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -359433.531250 Penalty: 3978.379883
	Iteration 18Q: 3 clusters Score -359433.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -359451.906250 Penalty: 3978.379883
	Iteration 19Q: 3 clusters Score -359451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359466.062500 Penalty: 3978.379883
	Iteration 20F: 3 clusters Score -359466.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -359492.906250 Penalty: 3978.379883
	Iteration 21Q: 3 clusters Score -359492.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -359521.156250 Penalty: 3978.379883
	Iteration 22Q: 3 clusters Score -359521.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -359554.906250 Penalty: 3978.379883
	Iteration 23Q: 3 clusters Score -359554.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -359580.250000 Penalty: 3978.379883
	Iteration 24Q: 3 clusters Score -359580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -359607.437500 Penalty: 3978.379883
	Iteration 25Q: 3 clusters Score -359607.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -359631.437500 Penalty: 3978.379883
	Iteration 26Q: 3 clusters Score -359631.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -359647.531250 Penalty: 3978.379883
	Iteration 27Q: 3 clusters Score -359647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -359663.281250 Penalty: 3978.379883
	Iteration 28Q: 3 clusters Score -359663.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -359672.562500 Penalty: 3978.379883
	Iteration 29Q: 3 clusters Score -359672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -359688.937500 Penalty: 3978.379883
	Iteration 30Q: 3 clusters Score -359688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -359702.781250 Penalty: 3978.379883
	Iteration 31Q: 3 clusters Score -359702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -359712.125000 Penalty: 3978.379883
	Iteration 32Q: 3 clusters Score -359712.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -359728.562500 Penalty: 3978.379883
	Iteration 33Q: 3 clusters Score -359728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -359740.000000 Penalty: 3978.379883
	Iteration 34Q: 3 clusters Score -359740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -359748.843750 Penalty: 3978.379883
	Iteration 35Q: 3 clusters Score -359748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -359757.000000 Penalty: 3978.379883
	Iteration 36Q: 3 clusters Score -359757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -359759.406250 Penalty: 3978.379883
	Iteration 37Q: 3 clusters Score -359759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -359765.250000 Penalty: 3978.379883
	Iteration 38Q: 3 clusters Score -359765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -359770.687500 Penalty: 3978.379883
	Iteration 39Q: 3 clusters Score -359770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -359776.875000 Penalty: 3978.379883
	Iteration 40F: 3 clusters Score -359776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -359779.000000 Penalty: 3978.379883
	Iteration 41Q: 3 clusters Score -359779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -359780.375000 Penalty: 3978.379883
	Iteration 42Q: 3 clusters Score -359780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -359780.187500 Penalty: 3978.379883
	Iteration 43Q: 3 clusters Score -359780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -359781.875000 Penalty: 3978.379883
	Iteration 44Q: 3 clusters Score -359781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -359782.125000 Penalty: 3978.379883
	Iteration 45Q: 3 clusters Score -359782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -359782.125000 Penalty: 3978.379883
	Iteration 46F: 3 clusters Score -359782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (207466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207466 members 
Entering Unmasked Estep 
Score: -30356244.000000 Penalty: 3036.195068
	Iteration 0F: 2 clusters Score -3.035624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -30230248.000000 Penalty: 6072.390137
	Iteration 0F: 3 clusters Score -3.023025e+07 nChanged 99521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -30288044.000000 Penalty: 6072.390137
	Iteration 1F: 3 clusters Score -3.028804e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -30288804.000000 Penalty: 6072.390137
	Iteration 2Q: 3 clusters Score -3.02888e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -30290004.000000 Penalty: 6072.390137
	Iteration 3Q: 3 clusters Score -3.029e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -30291346.000000 Penalty: 6072.390137
	Iteration 4Q: 3 clusters Score -3.029135e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -30293300.000000 Penalty: 6072.390137
	Iteration 5Q: 3 clusters Score -3.02933e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -30296852.000000 Penalty: 6072.390137
	Iteration 6Q: 3 clusters Score -3.029685e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -30301904.000000 Penalty: 6072.390137
	Iteration 7Q: 3 clusters Score -3.03019e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137172 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -30309652.000000 Penalty: 6072.390137
	Iteration 8F: 3 clusters Score -3.030965e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -30319012.000000 Penalty: 6072.390137
	Iteration 9F: 3 clusters Score -3.031901e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158021 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -30327922.000000 Penalty: 6072.390137
	Iteration 10F: 3 clusters Score -3.032792e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -30335092.000000 Penalty: 6072.390137
	Iteration 11F: 3 clusters Score -3.033509e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -30339772.000000 Penalty: 6072.390137
	Iteration 12Q: 3 clusters Score -3.033977e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -30342750.000000 Penalty: 6072.390137
	Iteration 13Q: 3 clusters Score -3.034275e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -30344604.000000 Penalty: 6072.390137
	Iteration 14Q: 3 clusters Score -3.03446e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182171 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -30346036.000000 Penalty: 6072.390137
	Iteration 15Q: 3 clusters Score -3.034604e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184775 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -30346980.000000 Penalty: 6072.390137
	Iteration 16Q: 3 clusters Score -3.034698e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -30347636.000000 Penalty: 6072.390137
	Iteration 17Q: 3 clusters Score -3.034764e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -30348592.000000 Penalty: 6072.390137
	Iteration 18Q: 3 clusters Score -3.034859e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191002 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -30349646.000000 Penalty: 6072.390137
	Iteration 19Q: 3 clusters Score -3.034965e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -30350684.000000 Penalty: 6072.390137
	Iteration 20F: 3 clusters Score -3.035068e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194695 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -30351650.000000 Penalty: 6072.390137
	Iteration 21Q: 3 clusters Score -3.035165e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -30352390.000000 Penalty: 6072.390137
	Iteration 22Q: 3 clusters Score -3.035239e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -30352900.000000 Penalty: 6072.390137
	Iteration 23Q: 3 clusters Score -3.03529e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198994 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -30353334.000000 Penalty: 6072.390137
	Iteration 24Q: 3 clusters Score -3.035333e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200072 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -30353580.000000 Penalty: 6072.390137
	Iteration 25Q: 3 clusters Score -3.035358e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201001 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -30353882.000000 Penalty: 6072.390137
	Iteration 26Q: 3 clusters Score -3.035388e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201799 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -30354064.000000 Penalty: 6072.390137
	Iteration 27Q: 3 clusters Score -3.035406e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202446 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -30354066.000000 Penalty: 6072.390137
	Iteration 28Q: 3 clusters Score -3.035407e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -30354202.000000 Penalty: 6072.390137
	Iteration 29Q: 3 clusters Score -3.03542e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -30354178.000000 Penalty: 6072.390137
	Iteration 30Q: 3 clusters Score -3.035418e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -30354212.000000 Penalty: 6072.390137
	Iteration 31Q: 3 clusters Score -3.035421e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204344 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -30354104.000000 Penalty: 6072.390137
	Iteration 32Q: 3 clusters Score -3.03541e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204635 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -30354156.000000 Penalty: 6072.390137
	Iteration 33Q: 3 clusters Score -3.035416e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204901 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -30354166.000000 Penalty: 6072.390137
	Iteration 34Q: 3 clusters Score -3.035417e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -30354190.000000 Penalty: 6072.390137
	Iteration 35Q: 3 clusters Score -3.035419e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205311 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -30354250.000000 Penalty: 6072.390137
	Iteration 36Q: 3 clusters Score -3.035425e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205488 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -30354238.000000 Penalty: 6072.390137
	Iteration 37Q: 3 clusters Score -3.035424e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205627 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -30354242.000000 Penalty: 6072.390137
	Iteration 38Q: 3 clusters Score -3.035424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205744 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -30354300.000000 Penalty: 6072.390137
	Iteration 39Q: 3 clusters Score -3.03543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205828 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -30354288.000000 Penalty: 6072.390137
	Iteration 40F: 3 clusters Score -3.035429e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205910 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -30354320.000000 Penalty: 6072.390137
	Iteration 41Q: 3 clusters Score -3.035432e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -30354308.000000 Penalty: 6072.390137
	Iteration 42Q: 3 clusters Score -3.035431e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -30354284.000000 Penalty: 6072.390137
	Iteration 43Q: 3 clusters Score -3.035428e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206105 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -30354318.000000 Penalty: 6072.390137
	Iteration 44Q: 3 clusters Score -3.035432e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206142 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -30354276.000000 Penalty: 6072.390137
	Iteration 45Q: 3 clusters Score -3.035428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206188 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -30354302.000000 Penalty: 6072.390137
	Iteration 46Q: 3 clusters Score -3.03543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206225 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -30354316.000000 Penalty: 6072.390137
	Iteration 47Q: 3 clusters Score -3.035432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206250 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -30354270.000000 Penalty: 6072.390137
	Iteration 48Q: 3 clusters Score -3.035427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206268 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -30354276.000000 Penalty: 6072.390137
	Iteration 49Q: 3 clusters Score -3.035428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206289 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -30354278.000000 Penalty: 6072.390137
	Iteration 50Q: 3 clusters Score -3.035428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206300 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -30354282.000000 Penalty: 6072.390137
	Iteration 51Q: 3 clusters Score -3.035428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206311 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -30354296.000000 Penalty: 6072.390137
	Iteration 52Q: 3 clusters Score -3.03543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206319 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -30354288.000000 Penalty: 6072.390137
	Iteration 53Q: 3 clusters Score -3.035429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -30354288.000000 Penalty: 6072.390137
	Iteration 54Q: 3 clusters Score -3.035429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206332 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -30354286.000000 Penalty: 6072.390137
	Iteration 55Q: 3 clusters Score -3.035429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206338 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -30354266.000000 Penalty: 6072.390137
	Iteration 56Q: 3 clusters Score -3.035427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206344 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30354256.000000 Penalty: 6072.390137
	Iteration 57Q: 3 clusters Score -3.035426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206352 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -30354280.000000 Penalty: 6072.390137
	Iteration 58Q: 3 clusters Score -3.035428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -30354260.000000 Penalty: 6072.390137
	Iteration 59Q: 3 clusters Score -3.035426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -30354276.000000 Penalty: 6072.390137
	Iteration 60F: 3 clusters Score -3.035428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206362 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -30354282.000000 Penalty: 6072.390137
	Iteration 61Q: 3 clusters Score -3.035428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206361 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30354276.000000 Penalty: 6072.390137
	Iteration 62Q: 3 clusters Score -3.035428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206359 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30354270.000000 Penalty: 6072.390137
	Iteration 63Q: 3 clusters Score -3.035427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206360 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -30354278.000000 Penalty: 6072.390137
	Iteration 64Q: 3 clusters Score -3.035428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206362 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -30354274.000000 Penalty: 6072.390137
	Iteration 65Q: 3 clusters Score -3.035427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30354274.000000 Penalty: 6072.390137
	Iteration 66Q: 3 clusters Score -3.035427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206367 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30354244.000000 Penalty: 6072.390137
	Iteration 67Q: 3 clusters Score -3.035424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206367 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30354244.000000 Penalty: 6072.390137
	Iteration 68F: 3 clusters Score -3.035424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -603025.187500 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -603025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -599046.500000 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -599046.5 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -599927.437500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -599927.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -600124.812500 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -600124.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -600231.250000 Penalty: 4137.458008
	Iteration 3Q: 3 clusters Score -600231.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -600317.250000 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -600317.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -600389.250000 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -600389.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -600444.187500 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -600444.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -600493.187500 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -600493.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -600534.250000 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -600534.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -600572.625000 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -600572.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -600610.062500 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -600610.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -600644.500000 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -600644.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -600680.500000 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -600680.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -600707.062500 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -600707.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -600735.500000 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -600735.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -600759.687500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -600759.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -600790.125000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -600790.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -600820.437500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -600820.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -600849.312500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -600849.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -600872.187500 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -600872.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -600894.812500 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -600894.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -600920.062500 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -600920.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -600945.750000 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -600945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -600962.437500 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -600962.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -600980.125000 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -600980.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -600996.937500 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -600996.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -601010.062500 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -601010.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -601022.187500 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -601022.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -601035.625000 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -601035.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -601058.062500 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -601058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -601075.562500 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -601075.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -601089.375000 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -601089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -601100.875000 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -601100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -601107.250000 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -601107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -601112.125000 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -601112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -601124.125000 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -601124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -601130.187500 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -601130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -601134.437500 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -601134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -601135.750000 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -601135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -601136.625000 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -601136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -601136.625000 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -601136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -109941.585938 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -109941.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108205.070312 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -108205.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -108521.085938 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -108521.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108650.968750 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -108651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108768.625000 Penalty: 3318.657715
	Iteration 3Q: 3 clusters Score -108768.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108907.070312 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -108907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109016.929688 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -109016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -109089.015625 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -109089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109120.875000 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -109120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109134.539062 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -109134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -109141.500000 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -109141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -109144.835938 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -109144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109147.132812 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -109147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109148.757812 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -109148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109155.742188 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -109155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109166.515625 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -109166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -109172.187500 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -109172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109177.203125 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -109177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109181.421875 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -109181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -109186.656250 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -109186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109196.843750 Penalty: 3318.657715
	Iteration 19Q: 3 clusters Score -109196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109204.640625 Penalty: 3318.657715
	Iteration 20F: 3 clusters Score -109204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109207.929688 Penalty: 3318.657715
	Iteration 21Q: 3 clusters Score -109207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109209.601562 Penalty: 3318.657715
	Iteration 22Q: 3 clusters Score -109209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -109210.625000 Penalty: 3318.657715
	Iteration 23Q: 3 clusters Score -109210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -109210.625000 Penalty: 3318.657715
	Iteration 24F: 3 clusters Score -109210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Entering Unmasked Estep 
Score: -1627475.750000 Penalty: 2337.811768
	Iteration 0F: 2 clusters Score -1627476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1618277.250000 Penalty: 4675.623535
	Iteration 0F: 3 clusters Score -1618277 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1621113.500000 Penalty: 4675.623535
	Iteration 1F: 3 clusters Score -1621114 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1621558.250000 Penalty: 4675.623535
	Iteration 2F: 3 clusters Score -1621558 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1621965.375000 Penalty: 4675.623535
	Iteration 3F: 3 clusters Score -1621965 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1622349.875000 Penalty: 4675.623535
	Iteration 4F: 3 clusters Score -1622350 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1622685.500000 Penalty: 4675.623535
	Iteration 5Q: 3 clusters Score -1622686 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1622944.500000 Penalty: 4675.623535
	Iteration 6Q: 3 clusters Score -1622944 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1623181.750000 Penalty: 4675.623535
	Iteration 7Q: 3 clusters Score -1623182 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1623398.750000 Penalty: 4675.623535
	Iteration 8Q: 3 clusters Score -1623399 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1623588.750000 Penalty: 4675.623535
	Iteration 9Q: 3 clusters Score -1623589 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1623753.875000 Penalty: 4675.623535
	Iteration 10Q: 3 clusters Score -1623754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1623901.750000 Penalty: 4675.623535
	Iteration 11Q: 3 clusters Score -1623902 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1624037.375000 Penalty: 4675.623535
	Iteration 12Q: 3 clusters Score -1624037 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1624181.500000 Penalty: 4675.623535
	Iteration 13Q: 3 clusters Score -1624182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1624319.375000 Penalty: 4675.623535
	Iteration 14Q: 3 clusters Score -1624319 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1624479.125000 Penalty: 4675.623535
	Iteration 15Q: 3 clusters Score -1624479 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1624619.125000 Penalty: 4675.623535
	Iteration 16Q: 3 clusters Score -1624619 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1624774.000000 Penalty: 4675.623535
	Iteration 17Q: 3 clusters Score -1624774 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1624921.500000 Penalty: 4675.623535
	Iteration 18Q: 3 clusters Score -1624922 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1625072.625000 Penalty: 4675.623535
	Iteration 19Q: 3 clusters Score -1625073 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1625248.625000 Penalty: 4675.623535
	Iteration 20F: 3 clusters Score -1625249 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1625414.375000 Penalty: 4675.623535
	Iteration 21Q: 3 clusters Score -1625414 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1625558.125000 Penalty: 4675.623535
	Iteration 22Q: 3 clusters Score -1625558 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1625675.250000 Penalty: 4675.623535
	Iteration 23Q: 3 clusters Score -1625675 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1625770.875000 Penalty: 4675.623535
	Iteration 24Q: 3 clusters Score -1625771 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1625839.000000 Penalty: 4675.623535
	Iteration 25Q: 3 clusters Score -1625839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1625882.500000 Penalty: 4675.623535
	Iteration 26Q: 3 clusters Score -1625882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1625912.000000 Penalty: 4675.623535
	Iteration 27Q: 3 clusters Score -1625912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1625943.125000 Penalty: 4675.623535
	Iteration 28Q: 3 clusters Score -1625943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1625946.500000 Penalty: 4675.623535
	Iteration 29Q: 3 clusters Score -1625946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1625955.250000 Penalty: 4675.623535
	Iteration 30Q: 3 clusters Score -1625955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1625965.250000 Penalty: 4675.623535
	Iteration 31Q: 3 clusters Score -1625965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1625978.125000 Penalty: 4675.623535
	Iteration 32Q: 3 clusters Score -1625978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1625986.125000 Penalty: 4675.623535
	Iteration 33Q: 3 clusters Score -1625986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1625991.875000 Penalty: 4675.623535
	Iteration 34Q: 3 clusters Score -1625992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1625992.000000 Penalty: 4675.623535
	Iteration 35Q: 3 clusters Score -1625992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1625993.875000 Penalty: 4675.623535
	Iteration 36Q: 3 clusters Score -1625994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1625998.750000 Penalty: 4675.623535
	Iteration 37Q: 3 clusters Score -1625999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1626005.000000 Penalty: 4675.623535
	Iteration 38Q: 3 clusters Score -1626005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1626012.750000 Penalty: 4675.623535
	Iteration 39Q: 3 clusters Score -1626013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1626015.250000 Penalty: 4675.623535
	Iteration 40F: 3 clusters Score -1626015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1626018.750000 Penalty: 4675.623535
	Iteration 41Q: 3 clusters Score -1626019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1626022.875000 Penalty: 4675.623535
	Iteration 42Q: 3 clusters Score -1626023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1626024.250000 Penalty: 4675.623535
	Iteration 43Q: 3 clusters Score -1626024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1626029.875000 Penalty: 4675.623535
	Iteration 44Q: 3 clusters Score -1626030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1626034.375000 Penalty: 4675.623535
	Iteration 45Q: 3 clusters Score -1626034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1626037.375000 Penalty: 4675.623535
	Iteration 46Q: 3 clusters Score -1626037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1626039.250000 Penalty: 4675.623535
	Iteration 47Q: 3 clusters Score -1626039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1626039.375000 Penalty: 4675.623535
	Iteration 48Q: 3 clusters Score -1626039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1626047.000000 Penalty: 4675.623535
	Iteration 49Q: 3 clusters Score -1626047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1626046.000000 Penalty: 4675.623535
	Iteration 50Q: 3 clusters Score -1626046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1626047.375000 Penalty: 4675.623535
	Iteration 51Q: 3 clusters Score -1626047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1626046.625000 Penalty: 4675.623535
	Iteration 52Q: 3 clusters Score -1626047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1626047.750000 Penalty: 4675.623535
	Iteration 53Q: 3 clusters Score -1626048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1626050.375000 Penalty: 4675.623535
	Iteration 54Q: 3 clusters Score -1626050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1626047.875000 Penalty: 4675.623535
	Iteration 55Q: 3 clusters Score -1626048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1626047.375000 Penalty: 4675.623535
	Iteration 56Q: 3 clusters Score -1626047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1626050.750000 Penalty: 4675.623535
	Iteration 57Q: 3 clusters Score -1626051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1626056.875000 Penalty: 4675.623535
	Iteration 58Q: 3 clusters Score -1626057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1626056.750000 Penalty: 4675.623535
	Iteration 59Q: 3 clusters Score -1626057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1626058.625000 Penalty: 4675.623535
	Iteration 60F: 3 clusters Score -1626059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1626057.750000 Penalty: 4675.623535
	Iteration 61Q: 3 clusters Score -1626058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1626058.375000 Penalty: 4675.623535
	Iteration 62Q: 3 clusters Score -1626058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1626057.375000 Penalty: 4675.623535
	Iteration 63Q: 3 clusters Score -1626057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1626060.625000 Penalty: 4675.623535
	Iteration 64Q: 3 clusters Score -1626061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1626058.250000 Penalty: 4675.623535
	Iteration 65Q: 3 clusters Score -1626058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1626060.000000 Penalty: 4675.623535
	Iteration 66Q: 3 clusters Score -1626060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1626057.750000 Penalty: 4675.623535
	Iteration 67Q: 3 clusters Score -1626058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1626059.750000 Penalty: 4675.623535
	Iteration 68Q: 3 clusters Score -1626060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1626057.375000 Penalty: 4675.623535
	Iteration 69Q: 3 clusters Score -1626057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1626057.375000 Penalty: 4675.623535
	Iteration 70F: 3 clusters Score -1626057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33874.167969 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33874.17 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 159 members 
Entering Unmasked Estep 
Score: -32577.937500 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32577.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32776.089844 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32776.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32953.902344 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33117.941406 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -33117.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33251.707031 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33251.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33317.343750 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33317.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33393.996094 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33404.191406 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33404.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33408.230469 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33408.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33413.488281 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33413.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33413.488281 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -33413.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62893.257812 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61384.730469 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61384.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61576.410156 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61576.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61640.804688 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61667.753906 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61667.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61680.093750 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61680.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61695.703125 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61715.675781 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61715.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61727.937500 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61727.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61741.546875 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61741.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61750.257812 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -61750.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61756.011719 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -61756.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61762.117188 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -61762.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61774.382812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -61774.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61778.531250 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -61778.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61781.203125 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -61781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61783.917969 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -61783.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61783.917969 Penalty: 3060.126709
	Iteration 16F: 3 clusters Score -61783.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -57344.714844 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -57344.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55866.941406 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -55866.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56044.687500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -56044.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56103.011719 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -56103.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56149.941406 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -56149.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56170.589844 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -56170.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56175.015625 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -56175.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56184.511719 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -56184.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56198.785156 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -56198.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56212.085938 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -56212.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56217.500000 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -56217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56217.500000 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -56217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Entering Unmasked Estep 
Score: -8872473.000000 Penalty: 2728.140137
	Iteration 0F: 2 clusters Score -8872473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -8832139.000000 Penalty: 5456.280273
	Iteration 0F: 3 clusters Score -8832139 nChanged 27944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -8847752.000000 Penalty: 5456.280273
	Iteration 1F: 3 clusters Score -8847752 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8848337.000000 Penalty: 5456.280273
	Iteration 2Q: 3 clusters Score -8848337 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -8849015.000000 Penalty: 5456.280273
	Iteration 3Q: 3 clusters Score -8849015 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -8849742.000000 Penalty: 5456.280273
	Iteration 4Q: 3 clusters Score -8849742 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -8850753.000000 Penalty: 5456.280273
	Iteration 5Q: 3 clusters Score -8850753 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8851909.000000 Penalty: 5456.280273
	Iteration 6Q: 3 clusters Score -8851909 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -8853676.000000 Penalty: 5456.280273
	Iteration 7F: 3 clusters Score -8853676 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -8856086.000000 Penalty: 5456.280273
	Iteration 8F: 3 clusters Score -8856086 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -8859298.000000 Penalty: 5456.280273
	Iteration 9F: 3 clusters Score -8859298 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -8862518.000000 Penalty: 5456.280273
	Iteration 10F: 3 clusters Score -8862518 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8865264.000000 Penalty: 5456.280273
	Iteration 11F: 3 clusters Score -8865264 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8867189.000000 Penalty: 5456.280273
	Iteration 12Q: 3 clusters Score -8867189 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8868294.000000 Penalty: 5456.280273
	Iteration 13Q: 3 clusters Score -8868294 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8868960.000000 Penalty: 5456.280273
	Iteration 14Q: 3 clusters Score -8868960 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8869370.000000 Penalty: 5456.280273
	Iteration 15Q: 3 clusters Score -8869370 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8869605.000000 Penalty: 5456.280273
	Iteration 16Q: 3 clusters Score -8869605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8869765.000000 Penalty: 5456.280273
	Iteration 17Q: 3 clusters Score -8869765 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8869881.000000 Penalty: 5456.280273
	Iteration 18Q: 3 clusters Score -8869881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8869955.000000 Penalty: 5456.280273
	Iteration 19Q: 3 clusters Score -8869955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8869997.000000 Penalty: 5456.280273
	Iteration 20F: 3 clusters Score -8869997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8870027.000000 Penalty: 5456.280273
	Iteration 21Q: 3 clusters Score -8870027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8870015.000000 Penalty: 5456.280273
	Iteration 22Q: 3 clusters Score -8870015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8870041.000000 Penalty: 5456.280273
	Iteration 23Q: 3 clusters Score -8870041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8870076.000000 Penalty: 5456.280273
	Iteration 24Q: 3 clusters Score -8870076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8870089.000000 Penalty: 5456.280273
	Iteration 25Q: 3 clusters Score -8870089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8870097.000000 Penalty: 5456.280273
	Iteration 26Q: 3 clusters Score -8870097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8870125.000000 Penalty: 5456.280273
	Iteration 27Q: 3 clusters Score -8870125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8870140.000000 Penalty: 5456.280273
	Iteration 28Q: 3 clusters Score -8870140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8870154.000000 Penalty: 5456.280273
	Iteration 29Q: 3 clusters Score -8870154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8870164.000000 Penalty: 5456.280273
	Iteration 30Q: 3 clusters Score -8870164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8870165.000000 Penalty: 5456.280273
	Iteration 31Q: 3 clusters Score -8870165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8870185.000000 Penalty: 5456.280273
	Iteration 32Q: 3 clusters Score -8870185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8870188.000000 Penalty: 5456.280273
	Iteration 33Q: 3 clusters Score -8870188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8870187.000000 Penalty: 5456.280273
	Iteration 34Q: 3 clusters Score -8870187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8870186.000000 Penalty: 5456.280273
	Iteration 35Q: 3 clusters Score -8870186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8870196.000000 Penalty: 5456.280273
	Iteration 36Q: 3 clusters Score -8870196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8870194.000000 Penalty: 5456.280273
	Iteration 37Q: 3 clusters Score -8870194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8870199.000000 Penalty: 5456.280273
	Iteration 38Q: 3 clusters Score -8870199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8870199.000000 Penalty: 5456.280273
	Iteration 39Q: 3 clusters Score -8870199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8870199.000000 Penalty: 5456.280273
	Iteration 40F: 3 clusters Score -8870199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -20147.904297 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -20147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19130.287109 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -19130.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19232.283203 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -19232.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19265.201172 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -19265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19276.570312 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -19276.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19276.570312 Penalty: 2547.355957
	Iteration 4F: 3 clusters Score -19276.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29840 members 
Mstep: Class 6 contains 28922 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 44205 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36980 members 
Mstep: Class 12 contains 42091 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64064 members 
Mstep: Class 19 contains 36243 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 153769 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207466 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59908 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968416.000000 Penalty: 108851.484375
Iteration 479Q: 33 clusters Score -1.289684e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29835 members 
Mstep: Class 6 contains 28920 members 
Mstep: Class 7 contains 39598 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 44200 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36960 members 
Mstep: Class 12 contains 42081 members 
Mstep: Class 13 contains 10968 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25750 members 
Mstep: Class 18 contains 64052 members 
Mstep: Class 19 contains 36577 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 153858 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207368 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59873 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968520.000000 Penalty: 108851.484375
Iteration 480F: 33 clusters Score -1.289685e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 28917 members 
Mstep: Class 7 contains 39592 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 44189 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36941 members 
Mstep: Class 12 contains 42064 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 64039 members 
Mstep: Class 19 contains 36923 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 153960 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207261 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59846 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968552.000000 Penalty: 108851.484375
Iteration 481Q: 33 clusters Score -1.289686e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 39841 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29815 members 
Mstep: Class 6 contains 28916 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 44175 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36918 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 64034 members 
Mstep: Class 19 contains 37267 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 154059 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207166 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59813 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968816.000000 Penalty: 108851.484375
Iteration 482Q: 33 clusters Score -1.289688e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29796 members 
Mstep: Class 6 contains 28914 members 
Mstep: Class 7 contains 39595 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 44168 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36890 members 
Mstep: Class 12 contains 42031 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 64031 members 
Mstep: Class 19 contains 37593 members 
Mstep: Class 20 contains 2466 members 
Mstep: Class 21 contains 154149 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207075 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59784 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968744.000000 Penalty: 108851.484375
Iteration 483Q: 33 clusters Score -1.289687e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 28913 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 44157 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36859 members 
Mstep: Class 12 contains 42012 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 64010 members 
Mstep: Class 19 contains 37906 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 154249 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 207022 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59738 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968928.000000 Penalty: 108851.484375
Iteration 484Q: 33 clusters Score -1.289689e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 28908 members 
Mstep: Class 7 contains 39597 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 44141 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36827 members 
Mstep: Class 12 contains 41986 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 64000 members 
Mstep: Class 19 contains 38213 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 154359 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206961 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59693 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968896.000000 Penalty: 108851.484375
Iteration 485Q: 33 clusters Score -1.289689e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29771 members 
Mstep: Class 6 contains 28905 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 44124 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36786 members 
Mstep: Class 12 contains 41964 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25746 members 
Mstep: Class 18 contains 63980 members 
Mstep: Class 19 contains 38434 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 154473 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206931 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12418 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59647 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968552.000000 Penalty: 108851.484375
Iteration 486Q: 33 clusters Score -1.289686e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 28904 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36751 members 
Mstep: Class 12 contains 41952 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 63953 members 
Mstep: Class 19 contains 38612 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 154578 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206914 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59613 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968712.000000 Penalty: 108851.484375
Iteration 487Q: 33 clusters Score -1.289687e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36717 members 
Mstep: Class 12 contains 41939 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 63949 members 
Mstep: Class 19 contains 38767 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 154671 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206908 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59564 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968672.000000 Penalty: 108851.484375
Iteration 488Q: 33 clusters Score -1.289687e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29747 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 7 contains 39602 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 44096 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36675 members 
Mstep: Class 12 contains 41924 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 63930 members 
Mstep: Class 19 contains 38905 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 154750 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206935 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59529 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968776.000000 Penalty: 108851.484375
Iteration 489Q: 33 clusters Score -1.289688e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29737 members 
Mstep: Class 6 contains 28901 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 44090 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36638 members 
Mstep: Class 12 contains 41907 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 63898 members 
Mstep: Class 19 contains 39000 members 
Mstep: Class 20 contains 2463 members 
Mstep: Class 21 contains 154848 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206954 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12418 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59511 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968696.000000 Penalty: 108851.484375
Iteration 490Q: 33 clusters Score -1.289687e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29733 members 
Mstep: Class 6 contains 28902 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36610 members 
Mstep: Class 12 contains 41885 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25741 members 
Mstep: Class 18 contains 63883 members 
Mstep: Class 19 contains 39097 members 
Mstep: Class 20 contains 2463 members 
Mstep: Class 21 contains 154983 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206918 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59489 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128968896.000000 Penalty: 108851.484375
Iteration 491Q: 33 clusters Score -1.289689e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29726 members 
Mstep: Class 6 contains 28899 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 44067 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36589 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25739 members 
Mstep: Class 18 contains 63865 members 
Mstep: Class 19 contains 39187 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 155125 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206874 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59460 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969040.000000 Penalty: 108851.484375
Iteration 492Q: 33 clusters Score -1.28969e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 6 contains 28895 members 
Mstep: Class 7 contains 39600 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 44063 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36563 members 
Mstep: Class 12 contains 41846 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63837 members 
Mstep: Class 19 contains 39255 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 155293 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206840 members 
Mstep: Class 25 contains 4195 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59432 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969224.000000 Penalty: 108851.484375
Iteration 493Q: 33 clusters Score -1.289692e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 28891 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 44045 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36543 members 
Mstep: Class 12 contains 41827 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63815 members 
Mstep: Class 19 contains 39325 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 155415 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206828 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59415 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969208.000000 Penalty: 108851.484375
Iteration 494Q: 33 clusters Score -1.289692e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29699 members 
Mstep: Class 6 contains 28891 members 
Mstep: Class 7 contains 39602 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36516 members 
Mstep: Class 12 contains 41813 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 39375 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 155537 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206795 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59401 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969352.000000 Penalty: 108851.484375
Iteration 495Q: 33 clusters Score -1.289694e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 28890 members 
Mstep: Class 7 contains 39601 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 44031 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36483 members 
Mstep: Class 12 contains 41801 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15433 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 39420 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 155644 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206776 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59397 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969224.000000 Penalty: 108851.484375
Iteration 496Q: 33 clusters Score -1.289692e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 28888 members 
Mstep: Class 7 contains 39598 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36458 members 
Mstep: Class 12 contains 41790 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25738 members 
Mstep: Class 18 contains 63782 members 
Mstep: Class 19 contains 39460 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 155756 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206750 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59380 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969344.000000 Penalty: 108851.484375
Iteration 497Q: 33 clusters Score -1.289693e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 28887 members 
Mstep: Class 7 contains 39596 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36427 members 
Mstep: Class 12 contains 41783 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 63770 members 
Mstep: Class 19 contains 39473 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 155880 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206736 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59364 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969304.000000 Penalty: 108851.484375
Iteration 498Q: 33 clusters Score -1.289693e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 28885 members 
Mstep: Class 7 contains 39596 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 43982 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36409 members 
Mstep: Class 12 contains 41768 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 63769 members 
Mstep: Class 19 contains 39484 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 155988 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206713 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59352 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969360.000000 Penalty: 108851.484375
Iteration 499Q: 33 clusters Score -1.289694e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 28885 members 
Mstep: Class 7 contains 39596 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 43979 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 36395 members 
Mstep: Class 12 contains 41760 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 63770 members 
Mstep: Class 19 contains 39501 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 156084 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 206675 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 59329 members 
Mstep: Class 32 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128969256.000000 Penalty: 108851.484375
Iteration 500F: 33 clusters Score -1.289693e+08 nChanged 387
Maximum iterations exceeded
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -387517600.000000 Penalty: 117570.062500
20->33 Clusters: Score -387517600.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 45214 members 
Mstep: Class 3 contains 45245 members 
Mstep: Class 4 contains 45171 members 
Mstep: Class 5 contains 44976 members 
Mstep: Class 6 contains 45152 members 
Mstep: Class 7 contains 45533 members 
Mstep: Class 8 contains 44952 members 
Mstep: Class 9 contains 45400 members 
Mstep: Class 10 contains 45522 members 
Mstep: Class 11 contains 45346 members 
Mstep: Class 12 contains 45090 members 
Mstep: Class 13 contains 45414 members 
Mstep: Class 14 contains 45302 members 
Mstep: Class 15 contains 45364 members 
Mstep: Class 16 contains 44865 members 
Mstep: Class 17 contains 45489 members 
Mstep: Class 18 contains 45438 members 
Mstep: Class 19 contains 45362 members 
Mstep: Class 20 contains 45123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1059.677124 but Gain 3401.613281
Score: -123632456.000000 Penalty: 64630.566406
Iteration 0F: 20 clusters Score -1.236325e+08 nChanged 858261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2340 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 17565 members 
Mstep: Class 4 contains 32206 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 11948 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 15724 members 
Mstep: Class 9 contains 17729 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 35096 members 
Mstep: Class 15 contains 19154 members 
Mstep: Class 16 contains 87964 members 
Mstep: Class 17 contains 20555 members 
Mstep: Class 18 contains 75891 members 
Mstep: Class 19 contains 357739 members 
Mstep: Class 20 contains 25502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126790688.000000 Penalty: 64630.566406
Iteration 1F: 20 clusters Score -1.267907e+08 nChanged 331613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2110 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 5782 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 16477 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 17759 members 
Mstep: Class 7 contains 12154 members 
Mstep: Class 8 contains 10817 members 
Mstep: Class 9 contains 20145 members 
Mstep: Class 10 contains 10217 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 28341 members 
Mstep: Class 13 contains 26098 members 
Mstep: Class 15 contains 15669 members 
Mstep: Class 16 contains 96319 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 91377 members 
Mstep: Class 19 contains 340688 members 
Mstep: Class 20 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127628960.000000 Penalty: 64630.566406
Iteration 2F: 20 clusters Score -1.27629e+08 nChanged 226005
Entering Unmasked Mstep 
Mstep: Class 0 contains 1863 members 
Mstep: Class 1 contains 170347 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 15220 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 21638 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 17443 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 34107 members 
Mstep: Class 12 contains 31349 members 
Mstep: Class 13 contains 22146 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 16 contains 114191 members 
Mstep: Class 17 contains 41942 members 
Mstep: Class 18 contains 103454 members 
Mstep: Class 19 contains 258188 members 
Mstep: Class 20 contains 16573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128149312.000000 Penalty: 64630.566406
Iteration 3F: 20 clusters Score -1.281493e+08 nChanged 158117
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 202799 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 17804 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 6 contains 21647 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 8581 members 
Mstep: Class 9 contains 15451 members 
Mstep: Class 10 contains 10213 members 
Mstep: Class 11 contains 41094 members 
Mstep: Class 12 contains 32916 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 15 contains 8537 members 
Mstep: Class 16 contains 122321 members 
Mstep: Class 17 contains 50949 members 
Mstep: Class 18 contains 100728 members 
Mstep: Class 19 contains 219621 members 
Mstep: Class 20 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128457944.000000 Penalty: 64630.566406
Iteration 4F: 20 clusters Score -1.284579e+08 nChanged 116832
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 212583 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 19628 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 21028 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 14861 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 44414 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 126206 members 
Mstep: Class 17 contains 57311 members 
Mstep: Class 18 contains 99616 members 
Mstep: Class 19 contains 205658 members 
Mstep: Class 20 contains 14444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128567816.000000 Penalty: 64630.566406
Iteration 5F: 20 clusters Score -1.285678e+08 nChanged 89454
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 210693 members 
Mstep: Class 2 contains 2687 members 
Mstep: Class 3 contains 20008 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 21207 members 
Mstep: Class 7 contains 3353 members 
Mstep: Class 8 contains 6537 members 
Mstep: Class 9 contains 14711 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 45037 members 
Mstep: Class 12 contains 36040 members 
Mstep: Class 13 contains 13649 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 129202 members 
Mstep: Class 17 contains 60390 members 
Mstep: Class 18 contains 104904 members 
Mstep: Class 19 contains 196854 members 
Mstep: Class 20 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128642048.000000 Penalty: 64630.566406
Iteration 6F: 20 clusters Score -1.28642e+08 nChanged 71748
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 202334 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 20069 members 
Mstep: Class 4 contains 3644 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 21213 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 14563 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 44551 members 
Mstep: Class 12 contains 38305 members 
Mstep: Class 13 contains 12678 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 130783 members 
Mstep: Class 17 contains 61329 members 
Mstep: Class 18 contains 113736 members 
Mstep: Class 19 contains 191953 members 
Mstep: Class 20 contains 16544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128701576.000000 Penalty: 64630.566406
Iteration 7F: 20 clusters Score -1.287016e+08 nChanged 62444
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 5119 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 40348 members 
Mstep: Class 13 contains 12227 members 
Mstep: Class 15 contains 6944 members 
Mstep: Class 16 contains 130946 members 
Mstep: Class 17 contains 60974 members 
Mstep: Class 18 contains 125246 members 
Mstep: Class 19 contains 188836 members 
Mstep: Class 20 contains 18782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128746768.000000 Penalty: 64630.566406
Iteration 8F: 20 clusters Score -1.287468e+08 nChanged 55723
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 177830 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 13842 members 
Mstep: Class 10 contains 8962 members 
Mstep: Class 11 contains 42177 members 
Mstep: Class 12 contains 41778 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 130399 members 
Mstep: Class 17 contains 60052 members 
Mstep: Class 18 contains 139038 members 
Mstep: Class 19 contains 185671 members 
Mstep: Class 20 contains 21618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128773976.000000 Penalty: 64630.566406
Iteration 9F: 20 clusters Score -1.28774e+08 nChanged 48647
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 21799 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 19664 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 13347 members 
Mstep: Class 10 contains 8761 members 
Mstep: Class 11 contains 40567 members 
Mstep: Class 12 contains 42708 members 
Mstep: Class 13 contains 12294 members 
Mstep: Class 15 contains 9140 members 
Mstep: Class 16 contains 129756 members 
Mstep: Class 17 contains 59056 members 
Mstep: Class 18 contains 154705 members 
Mstep: Class 19 contains 181964 members 
Mstep: Class 20 contains 24643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128791480.000000 Penalty: 64630.566406
Iteration 10F: 20 clusters Score -1.287915e+08 nChanged 43299
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 148981 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 22769 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 6393 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 38862 members 
Mstep: Class 12 contains 43399 members 
Mstep: Class 13 contains 12536 members 
Mstep: Class 15 contains 10513 members 
Mstep: Class 16 contains 129413 members 
Mstep: Class 17 contains 58062 members 
Mstep: Class 18 contains 171325 members 
Mstep: Class 19 contains 176870 members 
Mstep: Class 20 contains 27643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128806328.000000 Penalty: 64630.566406
Iteration 11Q: 20 clusters Score -1.288063e+08 nChanged 39330
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 136418 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 3141 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 8545 members 
Mstep: Class 8 contains 6542 members 
Mstep: Class 9 contains 12137 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 11 contains 37303 members 
Mstep: Class 12 contains 43807 members 
Mstep: Class 13 contains 12888 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 129301 members 
Mstep: Class 17 contains 57188 members 
Mstep: Class 18 contains 187128 members 
Mstep: Class 19 contains 170556 members 
Mstep: Class 20 contains 30477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128815040.000000 Penalty: 64630.566406
Iteration 12Q: 20 clusters Score -1.28815e+08 nChanged 35548
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 126951 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 24793 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 17815 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 35898 members 
Mstep: Class 12 contains 44289 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 15 contains 13512 members 
Mstep: Class 16 contains 129326 members 
Mstep: Class 17 contains 56393 members 
Mstep: Class 18 contains 200635 members 
Mstep: Class 19 contains 163406 members 
Mstep: Class 20 contains 32815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 13Q: 20 clusters Score -1.288158e+08 nChanged 37153
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 121666 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 25843 members 
Mstep: Class 4 contains 3396 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 8052 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 44607 members 
Mstep: Class 13 contains 13611 members 
Mstep: Class 15 contains 14849 members 
Mstep: Class 16 contains 130410 members 
Mstep: Class 17 contains 55828 members 
Mstep: Class 18 contains 212097 members 
Mstep: Class 19 contains 153433 members 
Mstep: Class 20 contains 34485 members 
Entering Unmasked Estep 
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Score: -128807960.000000 Penalty: 64630.566406
Iteration 14Q: 20 clusters Score -1.28808e+08 nChanged 35761
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 10916 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 10662 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 33806 members 
Mstep: Class 12 contains 44990 members 
Mstep: Class 13 contains 14049 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 133426 members 
Mstep: Class 17 contains 55274 members 
Mstep: Class 18 contains 215568 members 
Mstep: Class 19 contains 144234 members 
Mstep: Class 20 contains 35848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128807000.000000 Penalty: 64630.566406
Iteration 15Q: 20 clusters Score -1.28807e+08 nChanged 29918
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 28183 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 11 contains 33066 members 
Mstep: Class 12 contains 45541 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 138020 members 
Mstep: Class 17 contains 54625 members 
Mstep: Class 18 contains 211424 members 
Mstep: Class 19 contains 139031 members 
Mstep: Class 20 contains 36983 members 
Entering Unmasked Estep 
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Score: -128819128.000000 Penalty: 64630.566406
Iteration 16Q: 20 clusters Score -1.288191e+08 nChanged 24510
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 29021 members 
Mstep: Class 4 contains 3760 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 12857 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 7537 members 
Mstep: Class 11 contains 32449 members 
Mstep: Class 12 contains 45996 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 142969 members 
Mstep: Class 17 contains 53915 members 
Mstep: Class 18 contains 205530 members 
Mstep: Class 19 contains 136062 members 
Mstep: Class 20 contains 37665 members 
Entering Unmasked Estep 
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Score: -128830640.000000 Penalty: 64630.566406
Iteration 17Q: 20 clusters Score -1.288306e+08 nChanged 22231
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 4851 members 
Mstep: Class 6 contains 15661 members 
Mstep: Class 7 contains 13946 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 31932 members 
Mstep: Class 12 contains 46327 members 
Mstep: Class 13 contains 15467 members 
Mstep: Class 15 contains 18121 members 
Mstep: Class 16 contains 148308 members 
Mstep: Class 17 contains 53192 members 
Mstep: Class 18 contains 199778 members 
Mstep: Class 19 contains 133936 members 
Mstep: Class 20 contains 38118 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.288419e+08 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 30541 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 15507 members 
Mstep: Class 7 contains 15152 members 
Mstep: Class 8 contains 6678 members 
Mstep: Class 9 contains 9961 members 
Mstep: Class 10 contains 7186 members 
Mstep: Class 11 contains 31475 members 
Mstep: Class 12 contains 46559 members 
Mstep: Class 13 contains 15944 members 
Mstep: Class 15 contains 18669 members 
Mstep: Class 16 contains 153894 members 
Mstep: Class 17 contains 52555 members 
Mstep: Class 18 contains 194500 members 
Mstep: Class 19 contains 132164 members 
Mstep: Class 20 contains 38393 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.288513e+08 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 122853 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 5084 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 7032 members 
Mstep: Class 11 contains 31091 members 
Mstep: Class 12 contains 46694 members 
Mstep: Class 13 contains 16447 members 
Mstep: Class 15 contains 19050 members 
Mstep: Class 16 contains 160009 members 
Mstep: Class 17 contains 51941 members 
Mstep: Class 18 contains 189688 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 38513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128858848.000000 Penalty: 64630.566406
Iteration 20F: 20 clusters Score -1.288588e+08 nChanged 20006
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 31923 members 
Mstep: Class 4 contains 3781 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 15363 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 9788 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 30762 members 
Mstep: Class 12 contains 46784 members 
Mstep: Class 13 contains 16980 members 
Mstep: Class 15 contains 19378 members 
Mstep: Class 16 contains 166700 members 
Mstep: Class 17 contains 51378 members 
Mstep: Class 18 contains 185223 members 
Mstep: Class 19 contains 128743 members 
Mstep: Class 20 contains 38548 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.288629e+08 nChanged 19194
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 32593 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 9657 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 30520 members 
Mstep: Class 12 contains 46729 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 15 contains 19634 members 
Mstep: Class 16 contains 174287 members 
Mstep: Class 17 contains 50923 members 
Mstep: Class 18 contains 180074 members 
Mstep: Class 19 contains 126940 members 
Mstep: Class 20 contains 38559 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.288679e+08 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 33141 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 6 contains 15369 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 9566 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 30297 members 
Mstep: Class 12 contains 46615 members 
Mstep: Class 13 contains 17997 members 
Mstep: Class 15 contains 19872 members 
Mstep: Class 16 contains 182406 members 
Mstep: Class 17 contains 50529 members 
Mstep: Class 18 contains 174782 members 
Mstep: Class 19 contains 124818 members 
Mstep: Class 20 contains 38564 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.288711e+08 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 15403 members 
Mstep: Class 7 contains 22015 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 30114 members 
Mstep: Class 12 contains 46443 members 
Mstep: Class 13 contains 18417 members 
Mstep: Class 15 contains 20058 members 
Mstep: Class 16 contains 190844 members 
Mstep: Class 17 contains 50157 members 
Mstep: Class 18 contains 169595 members 
Mstep: Class 19 contains 122347 members 
Mstep: Class 20 contains 38545 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.28873e+08 nChanged 17898
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 34115 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 5320 members 
Mstep: Class 6 contains 15464 members 
Mstep: Class 7 contains 23493 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 29958 members 
Mstep: Class 12 contains 46302 members 
Mstep: Class 13 contains 18798 members 
Mstep: Class 15 contains 20158 members 
Mstep: Class 16 contains 199796 members 
Mstep: Class 17 contains 49839 members 
Mstep: Class 18 contains 164089 members 
Mstep: Class 19 contains 119358 members 
Mstep: Class 20 contains 38503 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.288767e+08 nChanged 18072
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 34549 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 15555 members 
Mstep: Class 7 contains 25011 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 9382 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 29807 members 
Mstep: Class 12 contains 46033 members 
Mstep: Class 13 contains 19137 members 
Mstep: Class 15 contains 20226 members 
Mstep: Class 16 contains 209352 members 
Mstep: Class 17 contains 49583 members 
Mstep: Class 18 contains 158424 members 
Mstep: Class 19 contains 115886 members 
Mstep: Class 20 contains 38432 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.2888e+08 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 34885 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 29661 members 
Mstep: Class 12 contains 45662 members 
Mstep: Class 13 contains 19477 members 
Mstep: Class 15 contains 20296 members 
Mstep: Class 16 contains 219337 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 152153 members 
Mstep: Class 19 contains 112134 members 
Mstep: Class 20 contains 38384 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.288787e+08 nChanged 21282
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 35210 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 15728 members 
Mstep: Class 7 contains 28337 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 29536 members 
Mstep: Class 12 contains 45295 members 
Mstep: Class 13 contains 19781 members 
Mstep: Class 15 contains 20362 members 
Mstep: Class 16 contains 228545 members 
Mstep: Class 17 contains 49092 members 
Mstep: Class 18 contains 145867 members 
Mstep: Class 19 contains 108042 members 
Mstep: Class 20 contains 38368 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.288713e+08 nChanged 21941
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 35420 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 5439 members 
Mstep: Class 6 contains 15825 members 
Mstep: Class 7 contains 30237 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 12 contains 45076 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 234471 members 
Mstep: Class 17 contains 48854 members 
Mstep: Class 18 contains 140367 members 
Mstep: Class 19 contains 104629 members 
Mstep: Class 20 contains 38413 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.288621e+08 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 35601 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 32107 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 9174 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 29293 members 
Mstep: Class 12 contains 45096 members 
Mstep: Class 13 contains 20392 members 
Mstep: Class 15 contains 20425 members 
Mstep: Class 16 contains 235945 members 
Mstep: Class 17 contains 48600 members 
Mstep: Class 18 contains 136413 members 
Mstep: Class 19 contains 102840 members 
Mstep: Class 20 contains 38482 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.288586e+08 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 35738 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 16071 members 
Mstep: Class 7 contains 33659 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 29180 members 
Mstep: Class 12 contains 45237 members 
Mstep: Class 13 contains 20652 members 
Mstep: Class 15 contains 20466 members 
Mstep: Class 16 contains 234392 members 
Mstep: Class 17 contains 48382 members 
Mstep: Class 18 contains 134037 members 
Mstep: Class 19 contains 102334 members 
Mstep: Class 20 contains 38554 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.288591e+08 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35881 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 16226 members 
Mstep: Class 7 contains 34816 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 5960 members 
Mstep: Class 11 contains 29032 members 
Mstep: Class 12 contains 45389 members 
Mstep: Class 13 contains 20924 members 
Mstep: Class 15 contains 20470 members 
Mstep: Class 16 contains 231736 members 
Mstep: Class 17 contains 48203 members 
Mstep: Class 18 contains 132802 members 
Mstep: Class 19 contains 102379 members 
Mstep: Class 20 contains 38673 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.288625e+08 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 35953 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 16383 members 
Mstep: Class 7 contains 35651 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 45533 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 15 contains 20460 members 
Mstep: Class 16 contains 228880 members 
Mstep: Class 17 contains 48055 members 
Mstep: Class 18 contains 132319 members 
Mstep: Class 19 contains 102692 members 
Mstep: Class 20 contains 38763 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.288657e+08 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 35985 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 36192 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 28714 members 
Mstep: Class 12 contains 45579 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 15 contains 20455 members 
Mstep: Class 16 contains 226476 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 132122 members 
Mstep: Class 19 contains 103048 members 
Mstep: Class 20 contains 38834 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.288687e+08 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35971 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 16726 members 
Mstep: Class 7 contains 36568 members 
Mstep: Class 8 contains 7964 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 28531 members 
Mstep: Class 12 contains 45584 members 
Mstep: Class 13 contains 21574 members 
Mstep: Class 15 contains 20452 members 
Mstep: Class 16 contains 224405 members 
Mstep: Class 17 contains 47885 members 
Mstep: Class 18 contains 132079 members 
Mstep: Class 19 contains 103445 members 
Mstep: Class 20 contains 38925 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.288711e+08 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35954 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 36841 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 28359 members 
Mstep: Class 12 contains 45570 members 
Mstep: Class 13 contains 21722 members 
Mstep: Class 15 contains 20429 members 
Mstep: Class 16 contains 222679 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 18 contains 132183 members 
Mstep: Class 19 contains 103763 members 
Mstep: Class 20 contains 39018 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.288728e+08 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120077 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35968 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 5651 members 
Mstep: Class 6 contains 17117 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 28161 members 
Mstep: Class 12 contains 45519 members 
Mstep: Class 13 contains 21871 members 
Mstep: Class 15 contains 20405 members 
Mstep: Class 16 contains 221101 members 
Mstep: Class 17 contains 47743 members 
Mstep: Class 18 contains 132429 members 
Mstep: Class 19 contains 104058 members 
Mstep: Class 20 contains 39101 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.288748e+08 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 35969 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 27941 members 
Mstep: Class 12 contains 45458 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 15 contains 20381 members 
Mstep: Class 16 contains 219737 members 
Mstep: Class 17 contains 47682 members 
Mstep: Class 18 contains 132700 members 
Mstep: Class 19 contains 104328 members 
Mstep: Class 20 contains 39220 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -1.288765e+08 nChanged 4281
Entering ConstructFrom: 
Score: -128876520.000000 Penalty: 64630.566406
Entering ConstructFrom: 
Trying to split cluster 1 (120677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Entering Unmasked Estep 
Score: -17730740.000000 Penalty: 2901.816406
	Iteration 0F: 2 clusters Score -1.773074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -17652428.000000 Penalty: 5803.632812
	Iteration 0F: 3 clusters Score -1.765243e+07 nChanged 57308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -17685288.000000 Penalty: 5803.632812
	Iteration 1F: 3 clusters Score -1.768529e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -17685968.000000 Penalty: 5803.632812
	Iteration 2Q: 3 clusters Score -1.768597e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -17686610.000000 Penalty: 5803.632812
	Iteration 3Q: 3 clusters Score -1.768661e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -17687138.000000 Penalty: 5803.632812
	Iteration 4Q: 3 clusters Score -1.768714e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -17687860.000000 Penalty: 5803.632812
	Iteration 5Q: 3 clusters Score -1.768786e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -17688754.000000 Penalty: 5803.632812
	Iteration 6Q: 3 clusters Score -1.768875e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -17689844.000000 Penalty: 5803.632812
	Iteration 7Q: 3 clusters Score -1.768984e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -17691670.000000 Penalty: 5803.632812
	Iteration 8Q: 3 clusters Score -1.769167e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -17694614.000000 Penalty: 5803.632812
	Iteration 9Q: 3 clusters Score -1.769461e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -17699262.000000 Penalty: 5803.632812
	Iteration 10F: 3 clusters Score -1.769926e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -17706206.000000 Penalty: 5803.632812
	Iteration 11F: 3 clusters Score -1.770621e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -17714124.000000 Penalty: 5803.632812
	Iteration 12F: 3 clusters Score -1.771412e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -17720474.000000 Penalty: 5803.632812
	Iteration 13F: 3 clusters Score -1.772047e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -17724172.000000 Penalty: 5803.632812
	Iteration 14Q: 3 clusters Score -1.772417e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -17726038.000000 Penalty: 5803.632812
	Iteration 15Q: 3 clusters Score -1.772604e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 118850 members 
Entering Unmasked Estep 
Score: -17727056.000000 Penalty: 5803.632812
	Iteration 16Q: 3 clusters Score -1.772706e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -17727560.000000 Penalty: 5803.632812
	Iteration 17Q: 3 clusters Score -1.772756e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -17727780.000000 Penalty: 5803.632812
	Iteration 18Q: 3 clusters Score -1.772778e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -17727878.000000 Penalty: 5803.632812
	Iteration 19Q: 3 clusters Score -1.772788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -17727962.000000 Penalty: 5803.632812
	Iteration 20F: 3 clusters Score -1.772796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -17728032.000000 Penalty: 5803.632812
	Iteration 21Q: 3 clusters Score -1.772803e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -17728072.000000 Penalty: 5803.632812
	Iteration 22Q: 3 clusters Score -1.772807e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -17728114.000000 Penalty: 5803.632812
	Iteration 23Q: 3 clusters Score -1.772811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -17728112.000000 Penalty: 5803.632812
	Iteration 24Q: 3 clusters Score -1.772811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -17728126.000000 Penalty: 5803.632812
	Iteration 25Q: 3 clusters Score -1.772813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -17728144.000000 Penalty: 5803.632812
	Iteration 26Q: 3 clusters Score -1.772814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -17728152.000000 Penalty: 5803.632812
	Iteration 27Q: 3 clusters Score -1.772815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -17728174.000000 Penalty: 5803.632812
	Iteration 28Q: 3 clusters Score -1.772817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -17728200.000000 Penalty: 5803.632812
	Iteration 29Q: 3 clusters Score -1.77282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -17728222.000000 Penalty: 5803.632812
	Iteration 30Q: 3 clusters Score -1.772822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -17728222.000000 Penalty: 5803.632812
	Iteration 31Q: 3 clusters Score -1.772822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -17728224.000000 Penalty: 5803.632812
	Iteration 32Q: 3 clusters Score -1.772822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -17728232.000000 Penalty: 5803.632812
	Iteration 33Q: 3 clusters Score -1.772823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -17728238.000000 Penalty: 5803.632812
	Iteration 34Q: 3 clusters Score -1.772824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -17728248.000000 Penalty: 5803.632812
	Iteration 35Q: 3 clusters Score -1.772825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -17728246.000000 Penalty: 5803.632812
	Iteration 36Q: 3 clusters Score -1.772825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -17728244.000000 Penalty: 5803.632812
	Iteration 37Q: 3 clusters Score -1.772824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -17728244.000000 Penalty: 5803.632812
	Iteration 38Q: 3 clusters Score -1.772824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -17728244.000000 Penalty: 5803.632812
	Iteration 39F: 3 clusters Score -1.772824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -330111.937500 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -330111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -327597.187500 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -327597.2 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -330132.218750 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -330132.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -331547.468750 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -331547.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -332926.000000 Penalty: 3931.594727
	Iteration 3F: 3 clusters Score -332926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -334348.406250 Penalty: 3931.594727
	Iteration 4F: 3 clusters Score -334348.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -336140.687500 Penalty: 3931.594727
	Iteration 5F: 3 clusters Score -336140.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -336905.093750 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -336905.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -337381.593750 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -337381.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -337645.843750 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -337645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -337720.906250 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -337720.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -337779.125000 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -337779.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -337838.500000 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -337838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -337899.437500 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -337899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -337918.500000 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -337918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -337934.062500 Penalty: 3931.594727
	Iteration 14F: 3 clusters Score -337934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -337937.531250 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -337937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -337937.531250 Penalty: 3931.594727
	Iteration 16F: 3 clusters Score -337937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 37350 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Entering Unmasked Estep 
Score: -128884000.000000 Penalty: 68032.179688
Splitting cluster 2 changes total score from -128876520.000000 to -128884000.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (35992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Entering Unmasked Estep 
Score: -5008205.500000 Penalty: 2601.780762
	Iteration 0F: 2 clusters Score -5008206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4983668.500000 Penalty: 5203.561523
	Iteration 0F: 3 clusters Score -4983668 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4992841.500000 Penalty: 5203.561523
	Iteration 1F: 3 clusters Score -4992842 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4993480.500000 Penalty: 5203.561523
	Iteration 2Q: 3 clusters Score -4993480 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4994161.000000 Penalty: 5203.561523
	Iteration 3Q: 3 clusters Score -4994161 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4994908.500000 Penalty: 5203.561523
	Iteration 4Q: 3 clusters Score -4994908 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4995842.500000 Penalty: 5203.561523
	Iteration 5F: 3 clusters Score -4995842 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4996982.000000 Penalty: 5203.561523
	Iteration 6F: 3 clusters Score -4996982 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4998277.500000 Penalty: 5203.561523
	Iteration 7F: 3 clusters Score -4998278 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4999813.500000 Penalty: 5203.561523
	Iteration 8F: 3 clusters Score -4999814 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5001359.500000 Penalty: 5203.561523
	Iteration 9F: 3 clusters Score -5001360 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5002935.500000 Penalty: 5203.561523
	Iteration 10F: 3 clusters Score -5002936 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5004476.500000 Penalty: 5203.561523
	Iteration 11Q: 3 clusters Score -5004476 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5005760.500000 Penalty: 5203.561523
	Iteration 12Q: 3 clusters Score -5005760 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5006496.000000 Penalty: 5203.561523
	Iteration 13Q: 3 clusters Score -5006496 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5006915.500000 Penalty: 5203.561523
	Iteration 14Q: 3 clusters Score -5006916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5007162.000000 Penalty: 5203.561523
	Iteration 15Q: 3 clusters Score -5007162 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5007308.000000 Penalty: 5203.561523
	Iteration 16Q: 3 clusters Score -5007308 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5007402.000000 Penalty: 5203.561523
	Iteration 17Q: 3 clusters Score -5007402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5007469.500000 Penalty: 5203.561523
	Iteration 18Q: 3 clusters Score -5007470 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5007550.000000 Penalty: 5203.561523
	Iteration 19Q: 3 clusters Score -5007550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5007665.500000 Penalty: 5203.561523
	Iteration 20F: 3 clusters Score -5007666 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5007842.000000 Penalty: 5203.561523
	Iteration 21Q: 3 clusters Score -5007842 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5007994.000000 Penalty: 5203.561523
	Iteration 22Q: 3 clusters Score -5007994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5008058.000000 Penalty: 5203.561523
	Iteration 23Q: 3 clusters Score -5008058 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5008097.500000 Penalty: 5203.561523
	Iteration 24Q: 3 clusters Score -5008098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5008112.000000 Penalty: 5203.561523
	Iteration 25Q: 3 clusters Score -5008112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5008134.500000 Penalty: 5203.561523
	Iteration 26Q: 3 clusters Score -5008134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -5008152.000000 Penalty: 5203.561523
	Iteration 27Q: 3 clusters Score -5008152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5008148.000000 Penalty: 5203.561523
	Iteration 28Q: 3 clusters Score -5008148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5008142.000000 Penalty: 5203.561523
	Iteration 29Q: 3 clusters Score -5008142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5008155.500000 Penalty: 5203.561523
	Iteration 30Q: 3 clusters Score -5008156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5008150.500000 Penalty: 5203.561523
	Iteration 31Q: 3 clusters Score -5008150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -5008155.500000 Penalty: 5203.561523
	Iteration 32Q: 3 clusters Score -5008156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -5008160.000000 Penalty: 5203.561523
	Iteration 33Q: 3 clusters Score -5008160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5008162.000000 Penalty: 5203.561523
	Iteration 34Q: 3 clusters Score -5008162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5008161.000000 Penalty: 5203.561523
	Iteration 35Q: 3 clusters Score -5008161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5008161.500000 Penalty: 5203.561523
	Iteration 36Q: 3 clusters Score -5008162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -5008161.500000 Penalty: 5203.561523
	Iteration 37Q: 3 clusters Score -5008162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5008166.000000 Penalty: 5203.561523
	Iteration 38Q: 3 clusters Score -5008166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -5008165.500000 Penalty: 5203.561523
	Iteration 39Q: 3 clusters Score -5008166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5008167.000000 Penalty: 5203.561523
	Iteration 40F: 3 clusters Score -5008167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5008173.500000 Penalty: 5203.561523
	Iteration 41Q: 3 clusters Score -5008174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -5008170.000000 Penalty: 5203.561523
	Iteration 42Q: 3 clusters Score -5008170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -5008167.500000 Penalty: 5203.561523
	Iteration 43Q: 3 clusters Score -5008168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5008168.000000 Penalty: 5203.561523
	Iteration 44Q: 3 clusters Score -5008168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5008171.500000 Penalty: 5203.561523
	Iteration 45Q: 3 clusters Score -5008172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5008170.500000 Penalty: 5203.561523
	Iteration 46Q: 3 clusters Score -5008170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5008170.500000 Penalty: 5203.561523
	Iteration 47Q: 3 clusters Score -5008170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5008170.500000 Penalty: 5203.561523
	Iteration 48F: 3 clusters Score -5008170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -429247.718750 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -429247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -425942.250000 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -425942.2 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -426610.031250 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -426610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -426785.718750 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -426785.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -426895.093750 Penalty: 3980.818359
	Iteration 3Q: 3 clusters Score -426895.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -426980.031250 Penalty: 3980.818359
	Iteration 4Q: 3 clusters Score -426980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -427043.562500 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -427043.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -427103.406250 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -427103.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -427176.812500 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -427176.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -427261.468750 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -427261.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -427329.843750 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -427329.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -427369.281250 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -427369.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -427407.000000 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -427407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -427439.562500 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -427439.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -427464.031250 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -427464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -427485.500000 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -427485.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -427504.406250 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -427504.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -427520.218750 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -427520.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -427534.718750 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -427534.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -427551.093750 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -427551.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -427564.343750 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -427564.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -427574.968750 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -427575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -427582.937500 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -427582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -427591.812500 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -427591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -427601.625000 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -427601.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427611.781250 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -427611.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -427623.312500 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -427623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -427630.406250 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -427630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -427637.000000 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -427637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -427641.406250 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -427641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -427649.750000 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -427649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -427658.000000 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -427658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -427663.718750 Penalty: 3980.818359
	Iteration 31Q: 3 clusters Score -427663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -427673.281250 Penalty: 3980.818359
	Iteration 32Q: 3 clusters Score -427673.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -427685.531250 Penalty: 3980.818359
	Iteration 33Q: 3 clusters Score -427685.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -427694.718750 Penalty: 3980.818359
	Iteration 34Q: 3 clusters Score -427694.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -427707.593750 Penalty: 3980.818359
	Iteration 35Q: 3 clusters Score -427707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -427717.000000 Penalty: 3980.818359
	Iteration 36Q: 3 clusters Score -427717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -427728.375000 Penalty: 3980.818359
	Iteration 37Q: 3 clusters Score -427728.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -427742.343750 Penalty: 3980.818359
	Iteration 38Q: 3 clusters Score -427742.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -427757.906250 Penalty: 3980.818359
	Iteration 39Q: 3 clusters Score -427757.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -427778.031250 Penalty: 3980.818359
	Iteration 40F: 3 clusters Score -427778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -427794.093750 Penalty: 3980.818359
	Iteration 41Q: 3 clusters Score -427794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -427805.000000 Penalty: 3980.818359
	Iteration 42Q: 3 clusters Score -427805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -427821.125000 Penalty: 3980.818359
	Iteration 43Q: 3 clusters Score -427821.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -427846.468750 Penalty: 3980.818359
	Iteration 44Q: 3 clusters Score -427846.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -427881.031250 Penalty: 3980.818359
	Iteration 45Q: 3 clusters Score -427881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -427922.750000 Penalty: 3980.818359
	Iteration 46Q: 3 clusters Score -427922.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -427962.937500 Penalty: 3980.818359
	Iteration 47Q: 3 clusters Score -427962.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -428007.875000 Penalty: 3980.818359
	Iteration 48Q: 3 clusters Score -428007.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -428046.406250 Penalty: 3980.818359
	Iteration 49Q: 3 clusters Score -428046.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -428086.500000 Penalty: 3980.818359
	Iteration 50Q: 3 clusters Score -428086.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -428129.875000 Penalty: 3980.818359
	Iteration 51Q: 3 clusters Score -428129.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -428162.656250 Penalty: 3980.818359
	Iteration 52Q: 3 clusters Score -428162.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -428198.187500 Penalty: 3980.818359
	Iteration 53Q: 3 clusters Score -428198.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -428226.343750 Penalty: 3980.818359
	Iteration 54Q: 3 clusters Score -428226.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -428253.218750 Penalty: 3980.818359
	Iteration 55Q: 3 clusters Score -428253.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -428272.625000 Penalty: 3980.818359
	Iteration 56Q: 3 clusters Score -428272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -428295.718750 Penalty: 3980.818359
	Iteration 57Q: 3 clusters Score -428295.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -428322.968750 Penalty: 3980.818359
	Iteration 58Q: 3 clusters Score -428323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -428340.500000 Penalty: 3980.818359
	Iteration 59Q: 3 clusters Score -428340.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428360.218750 Penalty: 3980.818359
	Iteration 60F: 3 clusters Score -428360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -428372.062500 Penalty: 3980.818359
	Iteration 61Q: 3 clusters Score -428372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -428382.281250 Penalty: 3980.818359
	Iteration 62Q: 3 clusters Score -428382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -428391.625000 Penalty: 3980.818359
	Iteration 63Q: 3 clusters Score -428391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -428403.125000 Penalty: 3980.818359
	Iteration 64Q: 3 clusters Score -428403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -428407.031250 Penalty: 3980.818359
	Iteration 65Q: 3 clusters Score -428407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -428409.156250 Penalty: 3980.818359
	Iteration 66Q: 3 clusters Score -428409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -428409.875000 Penalty: 3980.818359
	Iteration 67Q: 3 clusters Score -428409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -428411.218750 Penalty: 3980.818359
	Iteration 68Q: 3 clusters Score -428411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -428412.718750 Penalty: 3980.818359
	Iteration 69Q: 3 clusters Score -428412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -428414.906250 Penalty: 3980.818359
	Iteration 70Q: 3 clusters Score -428414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -428415.500000 Penalty: 3980.818359
	Iteration 71Q: 3 clusters Score -428415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -428416.187500 Penalty: 3980.818359
	Iteration 72Q: 3 clusters Score -428416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428416.156250 Penalty: 3980.818359
	Iteration 73Q: 3 clusters Score -428416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -428418.093750 Penalty: 3980.818359
	Iteration 74Q: 3 clusters Score -428418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -428417.531250 Penalty: 3980.818359
	Iteration 75Q: 3 clusters Score -428417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -428417.531250 Penalty: 3980.818359
	Iteration 76F: 3 clusters Score -428417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -746469.437500 Penalty: 2145.237061
	Iteration 0F: 2 clusters Score -746469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -741569.437500 Penalty: 4290.474121
	Iteration 0F: 3 clusters Score -741569.4 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -743231.437500 Penalty: 4290.474121
	Iteration 1F: 3 clusters Score -743231.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -744554.125000 Penalty: 4290.474121
	Iteration 2F: 3 clusters Score -744554.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -746200.437500 Penalty: 4290.474121
	Iteration 3F: 3 clusters Score -746200.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -747268.812500 Penalty: 4290.474121
	Iteration 4F: 3 clusters Score -747268.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -747827.500000 Penalty: 4290.474121
	Iteration 5F: 3 clusters Score -747827.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -748016.500000 Penalty: 4290.474121
	Iteration 6Q: 3 clusters Score -748016.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -748087.625000 Penalty: 4290.474121
	Iteration 7Q: 3 clusters Score -748087.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -748119.375000 Penalty: 4290.474121
	Iteration 8Q: 3 clusters Score -748119.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -748127.937500 Penalty: 4290.474121
	Iteration 9Q: 3 clusters Score -748127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -748131.937500 Penalty: 4290.474121
	Iteration 10Q: 3 clusters Score -748131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -748132.375000 Penalty: 4290.474121
	Iteration 11Q: 3 clusters Score -748132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -748133.625000 Penalty: 4290.474121
	Iteration 12Q: 3 clusters Score -748133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -748133.812500 Penalty: 4290.474121
	Iteration 13Q: 3 clusters Score -748133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -748133.437500 Penalty: 4290.474121
	Iteration 14Q: 3 clusters Score -748133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -748133.437500 Penalty: 4290.474121
	Iteration 15F: 3 clusters Score -748133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 37350 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Entering Unmasked Estep 
Score: -128884480.000000 Penalty: 71433.789062
Splitting cluster 5 changes total score from -128876520.000000 to -128884480.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (17593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Entering Unmasked Estep 
Score: -2524045.750000 Penalty: 2424.263428
	Iteration 0F: 2 clusters Score -2524046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2511698.750000 Penalty: 4848.526855
	Iteration 0F: 3 clusters Score -2511699 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2515754.500000 Penalty: 4848.526855
	Iteration 1F: 3 clusters Score -2515754 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2516373.250000 Penalty: 4848.526855
	Iteration 2F: 3 clusters Score -2516373 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2517114.500000 Penalty: 4848.526855
	Iteration 3F: 3 clusters Score -2517114 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2518082.500000 Penalty: 4848.526855
	Iteration 4F: 3 clusters Score -2518082 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2519176.000000 Penalty: 4848.526855
	Iteration 5F: 3 clusters Score -2519176 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2520134.500000 Penalty: 4848.526855
	Iteration 6F: 3 clusters Score -2520134 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2520766.500000 Penalty: 4848.526855
	Iteration 7F: 3 clusters Score -2520766 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2521118.250000 Penalty: 4848.526855
	Iteration 8Q: 3 clusters Score -2521118 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2521281.000000 Penalty: 4848.526855
	Iteration 9Q: 3 clusters Score -2521281 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2521367.500000 Penalty: 4848.526855
	Iteration 10Q: 3 clusters Score -2521368 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2521417.500000 Penalty: 4848.526855
	Iteration 11Q: 3 clusters Score -2521418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2521440.500000 Penalty: 4848.526855
	Iteration 12Q: 3 clusters Score -2521440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2521476.250000 Penalty: 4848.526855
	Iteration 13Q: 3 clusters Score -2521476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2521506.500000 Penalty: 4848.526855
	Iteration 14Q: 3 clusters Score -2521506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2521508.750000 Penalty: 4848.526855
	Iteration 15Q: 3 clusters Score -2521509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2521519.000000 Penalty: 4848.526855
	Iteration 16Q: 3 clusters Score -2521519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2521521.500000 Penalty: 4848.526855
	Iteration 17Q: 3 clusters Score -2521522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2521527.000000 Penalty: 4848.526855
	Iteration 18Q: 3 clusters Score -2521527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2521531.750000 Penalty: 4848.526855
	Iteration 19Q: 3 clusters Score -2521532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2521543.500000 Penalty: 4848.526855
	Iteration 20F: 3 clusters Score -2521544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2521551.250000 Penalty: 4848.526855
	Iteration 21Q: 3 clusters Score -2521551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2521559.500000 Penalty: 4848.526855
	Iteration 22Q: 3 clusters Score -2521560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2521577.750000 Penalty: 4848.526855
	Iteration 23Q: 3 clusters Score -2521578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2521590.500000 Penalty: 4848.526855
	Iteration 24Q: 3 clusters Score -2521590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2521600.250000 Penalty: 4848.526855
	Iteration 25Q: 3 clusters Score -2521600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2521612.750000 Penalty: 4848.526855
	Iteration 26Q: 3 clusters Score -2521613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2521623.000000 Penalty: 4848.526855
	Iteration 27Q: 3 clusters Score -2521623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2521629.750000 Penalty: 4848.526855
	Iteration 28Q: 3 clusters Score -2521630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2521630.250000 Penalty: 4848.526855
	Iteration 29Q: 3 clusters Score -2521630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2521635.000000 Penalty: 4848.526855
	Iteration 30Q: 3 clusters Score -2521635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2521633.750000 Penalty: 4848.526855
	Iteration 31Q: 3 clusters Score -2521634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2521642.250000 Penalty: 4848.526855
	Iteration 32Q: 3 clusters Score -2521642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2521639.000000 Penalty: 4848.526855
	Iteration 33Q: 3 clusters Score -2521639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2521652.250000 Penalty: 4848.526855
	Iteration 34Q: 3 clusters Score -2521652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2521654.000000 Penalty: 4848.526855
	Iteration 35Q: 3 clusters Score -2521654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2521659.000000 Penalty: 4848.526855
	Iteration 36Q: 3 clusters Score -2521659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2521665.500000 Penalty: 4848.526855
	Iteration 37Q: 3 clusters Score -2521666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2521671.000000 Penalty: 4848.526855
	Iteration 38Q: 3 clusters Score -2521671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2521688.000000 Penalty: 4848.526855
	Iteration 39Q: 3 clusters Score -2521688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2521689.750000 Penalty: 4848.526855
	Iteration 40F: 3 clusters Score -2521690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2521689.500000 Penalty: 4848.526855
	Iteration 41Q: 3 clusters Score -2521690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2521695.000000 Penalty: 4848.526855
	Iteration 42Q: 3 clusters Score -2521695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2521702.500000 Penalty: 4848.526855
	Iteration 43Q: 3 clusters Score -2521702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2521717.250000 Penalty: 4848.526855
	Iteration 44Q: 3 clusters Score -2521717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2521725.500000 Penalty: 4848.526855
	Iteration 45Q: 3 clusters Score -2521726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2521730.000000 Penalty: 4848.526855
	Iteration 46Q: 3 clusters Score -2521730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2521739.750000 Penalty: 4848.526855
	Iteration 47Q: 3 clusters Score -2521740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2521750.000000 Penalty: 4848.526855
	Iteration 48Q: 3 clusters Score -2521750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2521762.500000 Penalty: 4848.526855
	Iteration 49Q: 3 clusters Score -2521762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2521778.250000 Penalty: 4848.526855
	Iteration 50Q: 3 clusters Score -2521778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2521790.000000 Penalty: 4848.526855
	Iteration 51Q: 3 clusters Score -2521790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2521814.000000 Penalty: 4848.526855
	Iteration 52Q: 3 clusters Score -2521814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2521825.000000 Penalty: 4848.526855
	Iteration 53Q: 3 clusters Score -2521825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2521840.500000 Penalty: 4848.526855
	Iteration 54Q: 3 clusters Score -2521840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2521849.750000 Penalty: 4848.526855
	Iteration 55Q: 3 clusters Score -2521850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2521876.000000 Penalty: 4848.526855
	Iteration 56Q: 3 clusters Score -2521876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2521897.250000 Penalty: 4848.526855
	Iteration 57Q: 3 clusters Score -2521897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2521907.250000 Penalty: 4848.526855
	Iteration 58Q: 3 clusters Score -2521907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2521927.500000 Penalty: 4848.526855
	Iteration 59Q: 3 clusters Score -2521928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2521951.500000 Penalty: 4848.526855
	Iteration 60F: 3 clusters Score -2521952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2521961.750000 Penalty: 4848.526855
	Iteration 61Q: 3 clusters Score -2521962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2521969.000000 Penalty: 4848.526855
	Iteration 62Q: 3 clusters Score -2521969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2521979.750000 Penalty: 4848.526855
	Iteration 63Q: 3 clusters Score -2521980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2521987.000000 Penalty: 4848.526855
	Iteration 64Q: 3 clusters Score -2521987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2521989.250000 Penalty: 4848.526855
	Iteration 65Q: 3 clusters Score -2521989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2521999.500000 Penalty: 4848.526855
	Iteration 66Q: 3 clusters Score -2522000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2522002.250000 Penalty: 4848.526855
	Iteration 67Q: 3 clusters Score -2522002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2522006.250000 Penalty: 4848.526855
	Iteration 68Q: 3 clusters Score -2522006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2522017.250000 Penalty: 4848.526855
	Iteration 69Q: 3 clusters Score -2522017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2522019.000000 Penalty: 4848.526855
	Iteration 70Q: 3 clusters Score -2522019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2522028.250000 Penalty: 4848.526855
	Iteration 71Q: 3 clusters Score -2522028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2522028.000000 Penalty: 4848.526855
	Iteration 72Q: 3 clusters Score -2522028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2522035.750000 Penalty: 4848.526855
	Iteration 73Q: 3 clusters Score -2522036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2522043.250000 Penalty: 4848.526855
	Iteration 74Q: 3 clusters Score -2522043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2522047.250000 Penalty: 4848.526855
	Iteration 75Q: 3 clusters Score -2522047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2522055.250000 Penalty: 4848.526855
	Iteration 76Q: 3 clusters Score -2522055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2522054.250000 Penalty: 4848.526855
	Iteration 77Q: 3 clusters Score -2522054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2522057.500000 Penalty: 4848.526855
	Iteration 78Q: 3 clusters Score -2522058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2522060.500000 Penalty: 4848.526855
	Iteration 79Q: 3 clusters Score -2522060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2522068.000000 Penalty: 4848.526855
	Iteration 80F: 3 clusters Score -2522068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2522066.250000 Penalty: 4848.526855
	Iteration 81Q: 3 clusters Score -2522066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2522073.500000 Penalty: 4848.526855
	Iteration 82Q: 3 clusters Score -2522074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2522071.250000 Penalty: 4848.526855
	Iteration 83Q: 3 clusters Score -2522071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2522076.000000 Penalty: 4848.526855
	Iteration 84Q: 3 clusters Score -2522076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2522078.750000 Penalty: 4848.526855
	Iteration 85Q: 3 clusters Score -2522079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2522082.500000 Penalty: 4848.526855
	Iteration 86Q: 3 clusters Score -2522082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2522084.500000 Penalty: 4848.526855
	Iteration 87Q: 3 clusters Score -2522084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2522087.250000 Penalty: 4848.526855
	Iteration 88Q: 3 clusters Score -2522087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2522090.250000 Penalty: 4848.526855
	Iteration 89Q: 3 clusters Score -2522090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2522090.000000 Penalty: 4848.526855
	Iteration 90Q: 3 clusters Score -2522090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2522090.750000 Penalty: 4848.526855
	Iteration 91Q: 3 clusters Score -2522091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2522094.500000 Penalty: 4848.526855
	Iteration 92Q: 3 clusters Score -2522094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2522096.000000 Penalty: 4848.526855
	Iteration 93Q: 3 clusters Score -2522096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2522097.000000 Penalty: 4848.526855
	Iteration 94Q: 3 clusters Score -2522097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2522092.750000 Penalty: 4848.526855
	Iteration 95Q: 3 clusters Score -2522093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2522095.250000 Penalty: 4848.526855
	Iteration 96Q: 3 clusters Score -2522095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2522098.000000 Penalty: 4848.526855
	Iteration 97Q: 3 clusters Score -2522098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2522102.000000 Penalty: 4848.526855
	Iteration 98Q: 3 clusters Score -2522102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2522099.750000 Penalty: 4848.526855
	Iteration 99Q: 3 clusters Score -2522100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2522101.250000 Penalty: 4848.526855
	Iteration 100F: 3 clusters Score -2522101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2522101.750000 Penalty: 4848.526855
	Iteration 101Q: 3 clusters Score -2522102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2522101.500000 Penalty: 4848.526855
	Iteration 102Q: 3 clusters Score -2522102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2522102.000000 Penalty: 4848.526855
	Iteration 103Q: 3 clusters Score -2522102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2522098.250000 Penalty: 4848.526855
	Iteration 104Q: 3 clusters Score -2522098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2522097.250000 Penalty: 4848.526855
	Iteration 105Q: 3 clusters Score -2522097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2522097.250000 Penalty: 4848.526855
	Iteration 106F: 3 clusters Score -2522097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Entering Unmasked Estep 
Score: -5323598.000000 Penalty: 2610.966064
	Iteration 0F: 2 clusters Score -5323598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5298359.000000 Penalty: 5221.932129
	Iteration 0F: 3 clusters Score -5298359 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5307713.500000 Penalty: 5221.932129
	Iteration 1F: 3 clusters Score -5307714 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5308854.500000 Penalty: 5221.932129
	Iteration 2Q: 3 clusters Score -5308854 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5311116.500000 Penalty: 5221.932129
	Iteration 3F: 3 clusters Score -5311116 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5314120.500000 Penalty: 5221.932129
	Iteration 4F: 3 clusters Score -5314120 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5317354.500000 Penalty: 5221.932129
	Iteration 5F: 3 clusters Score -5317354 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5319868.500000 Penalty: 5221.932129
	Iteration 6F: 3 clusters Score -5319868 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5321184.500000 Penalty: 5221.932129
	Iteration 7F: 3 clusters Score -5321184 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5321806.500000 Penalty: 5221.932129
	Iteration 8Q: 3 clusters Score -5321806 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5322128.500000 Penalty: 5221.932129
	Iteration 9Q: 3 clusters Score -5322128 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5322387.000000 Penalty: 5221.932129
	Iteration 10Q: 3 clusters Score -5322387 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -5322710.000000 Penalty: 5221.932129
	Iteration 11Q: 3 clusters Score -5322710 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5323193.500000 Penalty: 5221.932129
	Iteration 12Q: 3 clusters Score -5323194 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5323748.000000 Penalty: 5221.932129
	Iteration 13Q: 3 clusters Score -5323748 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -5324418.500000 Penalty: 5221.932129
	Iteration 14Q: 3 clusters Score -5324418 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5324838.500000 Penalty: 5221.932129
	Iteration 15Q: 3 clusters Score -5324838 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5324947.500000 Penalty: 5221.932129
	Iteration 16Q: 3 clusters Score -5324948 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5324994.000000 Penalty: 5221.932129
	Iteration 17Q: 3 clusters Score -5324994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5325020.000000 Penalty: 5221.932129
	Iteration 18Q: 3 clusters Score -5325020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5325054.000000 Penalty: 5221.932129
	Iteration 19Q: 3 clusters Score -5325054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5325053.500000 Penalty: 5221.932129
	Iteration 20F: 3 clusters Score -5325054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5325066.000000 Penalty: 5221.932129
	Iteration 21Q: 3 clusters Score -5325066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5325070.000000 Penalty: 5221.932129
	Iteration 22Q: 3 clusters Score -5325070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5325070.000000 Penalty: 5221.932129
	Iteration 23Q: 3 clusters Score -5325070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5325073.000000 Penalty: 5221.932129
	Iteration 24Q: 3 clusters Score -5325073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5325073.000000 Penalty: 5221.932129
	Iteration 25Q: 3 clusters Score -5325073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5325079.500000 Penalty: 5221.932129
	Iteration 26Q: 3 clusters Score -5325080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5325075.000000 Penalty: 5221.932129
	Iteration 27Q: 3 clusters Score -5325075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5325074.500000 Penalty: 5221.932129
	Iteration 28Q: 3 clusters Score -5325074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5325079.000000 Penalty: 5221.932129
	Iteration 29Q: 3 clusters Score -5325079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5325077.500000 Penalty: 5221.932129
	Iteration 30Q: 3 clusters Score -5325078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5325080.500000 Penalty: 5221.932129
	Iteration 31Q: 3 clusters Score -5325080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -5325083.500000 Penalty: 5221.932129
	Iteration 32Q: 3 clusters Score -5325084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -5325077.000000 Penalty: 5221.932129
	Iteration 33Q: 3 clusters Score -5325077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -5325081.000000 Penalty: 5221.932129
	Iteration 34Q: 3 clusters Score -5325081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5325087.000000 Penalty: 5221.932129
	Iteration 35Q: 3 clusters Score -5325087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5325085.000000 Penalty: 5221.932129
	Iteration 36Q: 3 clusters Score -5325085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5325088.500000 Penalty: 5221.932129
	Iteration 37Q: 3 clusters Score -5325088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5325086.000000 Penalty: 5221.932129
	Iteration 38Q: 3 clusters Score -5325086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5325090.500000 Penalty: 5221.932129
	Iteration 39Q: 3 clusters Score -5325090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5325089.000000 Penalty: 5221.932129
	Iteration 40F: 3 clusters Score -5325089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5325091.000000 Penalty: 5221.932129
	Iteration 41Q: 3 clusters Score -5325091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5325091.000000 Penalty: 5221.932129
	Iteration 42Q: 3 clusters Score -5325091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5325087.500000 Penalty: 5221.932129
	Iteration 43Q: 3 clusters Score -5325088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5325087.500000 Penalty: 5221.932129
	Iteration 44F: 3 clusters Score -5325088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 35203 members 
Entering Unmasked Estep 
Score: -128884640.000000 Penalty: 74835.390625
Splitting cluster 7 changes total score from -128876520.000000 to -128884640.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -1114172.500000 Penalty: 2230.246826
	Iteration 0F: 2 clusters Score -1114172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1107767.375000 Penalty: 4460.493652
	Iteration 0F: 3 clusters Score -1107767 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1109554.875000 Penalty: 4460.493652
	Iteration 1F: 3 clusters Score -1109555 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1109867.625000 Penalty: 4460.493652
	Iteration 2F: 3 clusters Score -1109868 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1110102.250000 Penalty: 4460.493652
	Iteration 3F: 3 clusters Score -1110102 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1110295.375000 Penalty: 4460.493652
	Iteration 4Q: 3 clusters Score -1110295 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1110454.500000 Penalty: 4460.493652
	Iteration 5Q: 3 clusters Score -1110454 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1110582.000000 Penalty: 4460.493652
	Iteration 6Q: 3 clusters Score -1110582 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1110708.625000 Penalty: 4460.493652
	Iteration 7Q: 3 clusters Score -1110709 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1110814.875000 Penalty: 4460.493652
	Iteration 8Q: 3 clusters Score -1110815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1110924.000000 Penalty: 4460.493652
	Iteration 9Q: 3 clusters Score -1110924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1111005.375000 Penalty: 4460.493652
	Iteration 10Q: 3 clusters Score -1111005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1111093.000000 Penalty: 4460.493652
	Iteration 11Q: 3 clusters Score -1111093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1111182.625000 Penalty: 4460.493652
	Iteration 12Q: 3 clusters Score -1111183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1111264.875000 Penalty: 4460.493652
	Iteration 13Q: 3 clusters Score -1111265 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1111328.000000 Penalty: 4460.493652
	Iteration 14Q: 3 clusters Score -1111328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1111393.375000 Penalty: 4460.493652
	Iteration 15Q: 3 clusters Score -1111393 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1111462.625000 Penalty: 4460.493652
	Iteration 16Q: 3 clusters Score -1111463 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1111539.000000 Penalty: 4460.493652
	Iteration 17Q: 3 clusters Score -1111539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1111600.250000 Penalty: 4460.493652
	Iteration 18Q: 3 clusters Score -1111600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1111639.375000 Penalty: 4460.493652
	Iteration 19Q: 3 clusters Score -1111639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1111686.500000 Penalty: 4460.493652
	Iteration 20F: 3 clusters Score -1111686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1111740.000000 Penalty: 4460.493652
	Iteration 21Q: 3 clusters Score -1111740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1111794.625000 Penalty: 4460.493652
	Iteration 22Q: 3 clusters Score -1111795 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1111840.375000 Penalty: 4460.493652
	Iteration 23Q: 3 clusters Score -1111840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1111897.250000 Penalty: 4460.493652
	Iteration 24Q: 3 clusters Score -1111897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1111949.125000 Penalty: 4460.493652
	Iteration 25Q: 3 clusters Score -1111949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1111986.750000 Penalty: 4460.493652
	Iteration 26Q: 3 clusters Score -1111987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1112016.375000 Penalty: 4460.493652
	Iteration 27Q: 3 clusters Score -1112016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1112040.500000 Penalty: 4460.493652
	Iteration 28Q: 3 clusters Score -1112040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1112064.625000 Penalty: 4460.493652
	Iteration 29Q: 3 clusters Score -1112065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1112087.500000 Penalty: 4460.493652
	Iteration 30Q: 3 clusters Score -1112088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1112108.500000 Penalty: 4460.493652
	Iteration 31Q: 3 clusters Score -1112108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1112139.500000 Penalty: 4460.493652
	Iteration 32Q: 3 clusters Score -1112140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1112159.500000 Penalty: 4460.493652
	Iteration 33Q: 3 clusters Score -1112160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1112174.875000 Penalty: 4460.493652
	Iteration 34Q: 3 clusters Score -1112175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1112184.625000 Penalty: 4460.493652
	Iteration 35Q: 3 clusters Score -1112185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1112192.250000 Penalty: 4460.493652
	Iteration 36Q: 3 clusters Score -1112192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 4460.493652
	Iteration 37Q: 3 clusters Score -1112201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1112216.125000 Penalty: 4460.493652
	Iteration 38Q: 3 clusters Score -1112216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1112223.375000 Penalty: 4460.493652
	Iteration 39Q: 3 clusters Score -1112223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1112235.125000 Penalty: 4460.493652
	Iteration 40F: 3 clusters Score -1112235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1112242.750000 Penalty: 4460.493652
	Iteration 41Q: 3 clusters Score -1112243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1112253.125000 Penalty: 4460.493652
	Iteration 42Q: 3 clusters Score -1112253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1112259.000000 Penalty: 4460.493652
	Iteration 43Q: 3 clusters Score -1112259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1112266.250000 Penalty: 4460.493652
	Iteration 44Q: 3 clusters Score -1112266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1112270.375000 Penalty: 4460.493652
	Iteration 45Q: 3 clusters Score -1112270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1112274.500000 Penalty: 4460.493652
	Iteration 46Q: 3 clusters Score -1112274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1112275.125000 Penalty: 4460.493652
	Iteration 47Q: 3 clusters Score -1112275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1112275.375000 Penalty: 4460.493652
	Iteration 48Q: 3 clusters Score -1112275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1112276.375000 Penalty: 4460.493652
	Iteration 49Q: 3 clusters Score -1112276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1112275.375000 Penalty: 4460.493652
	Iteration 50Q: 3 clusters Score -1112275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1112280.000000 Penalty: 4460.493652
	Iteration 51Q: 3 clusters Score -1112280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1112278.625000 Penalty: 4460.493652
	Iteration 52Q: 3 clusters Score -1112279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1112282.875000 Penalty: 4460.493652
	Iteration 53Q: 3 clusters Score -1112283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1112283.750000 Penalty: 4460.493652
	Iteration 54Q: 3 clusters Score -1112284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1112283.750000 Penalty: 4460.493652
	Iteration 55F: 3 clusters Score -1112284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -1105518.125000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1105518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1098622.375000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1098622 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1101518.875000 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1101519 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1102556.125000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1102556 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1103685.625000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -1103686 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1105223.625000 Penalty: 4516.345703
	Iteration 4F: 3 clusters Score -1105224 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1106983.375000 Penalty: 4516.345703
	Iteration 5F: 3 clusters Score -1106983 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1108739.875000 Penalty: 4516.345703
	Iteration 6F: 3 clusters Score -1108740 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1110225.125000 Penalty: 4516.345703
	Iteration 7F: 3 clusters Score -1110225 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1110813.750000 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -1110814 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1110980.625000 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -1110981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1111042.375000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1111042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1111077.750000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1111078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1111086.625000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1111087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1111094.875000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1111095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1111096.250000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1111096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1111095.375000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1111095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1111097.750000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1111098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1111099.875000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1111100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1111098.125000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1111098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1111100.875000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1111101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1111100.875000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1111101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 35203 members 
Mstep: Class 23 contains 8224 members 
Entering Unmasked Estep 
Score: -128890056.000000 Penalty: 78237.000000
Splitting cluster 9 changes total score from -128876520.000000 to -128890056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -900917.937500 Penalty: 2168.039551
	Iteration 0F: 2 clusters Score -900917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -895629.375000 Penalty: 4336.079102
	Iteration 0F: 3 clusters Score -895629.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -897113.000000 Penalty: 4336.079102
	Iteration 1F: 3 clusters Score -897113 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -897550.000000 Penalty: 4336.079102
	Iteration 2F: 3 clusters Score -897550 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -897895.000000 Penalty: 4336.079102
	Iteration 3F: 3 clusters Score -897895 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -898187.625000 Penalty: 4336.079102
	Iteration 4F: 3 clusters Score -898187.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -898418.000000 Penalty: 4336.079102
	Iteration 5F: 3 clusters Score -898418 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -898632.875000 Penalty: 4336.079102
	Iteration 6Q: 3 clusters Score -898632.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -898904.375000 Penalty: 4336.079102
	Iteration 7Q: 3 clusters Score -898904.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -899264.812500 Penalty: 4336.079102
	Iteration 8Q: 3 clusters Score -899264.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -899807.750000 Penalty: 4336.079102
	Iteration 9F: 3 clusters Score -899807.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -900567.750000 Penalty: 4336.079102
	Iteration 10F: 3 clusters Score -900567.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -901514.375000 Penalty: 4336.079102
	Iteration 11F: 3 clusters Score -901514.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -902309.062500 Penalty: 4336.079102
	Iteration 12Q: 3 clusters Score -902309.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -902832.812500 Penalty: 4336.079102
	Iteration 13Q: 3 clusters Score -902832.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -903048.500000 Penalty: 4336.079102
	Iteration 14Q: 3 clusters Score -903048.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -903125.375000 Penalty: 4336.079102
	Iteration 15Q: 3 clusters Score -903125.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -903145.312500 Penalty: 4336.079102
	Iteration 16Q: 3 clusters Score -903145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -903148.687500 Penalty: 4336.079102
	Iteration 17Q: 3 clusters Score -903148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -903149.187500 Penalty: 4336.079102
	Iteration 18Q: 3 clusters Score -903149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -903147.750000 Penalty: 4336.079102
	Iteration 19Q: 3 clusters Score -903147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -903147.750000 Penalty: 4336.079102
	Iteration 20F: 3 clusters Score -903147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 35203 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 3839 members 
Entering Unmasked Estep 
Score: -128890840.000000 Penalty: 81638.609375
Splitting cluster 10 changes total score from -128876520.000000 to -128890840.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (27718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Entering Unmasked Estep 
Score: -3978045.500000 Penalty: 2536.999756
	Iteration 0F: 2 clusters Score -3978046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3959038.500000 Penalty: 5073.999512
	Iteration 0F: 3 clusters Score -3959038 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3966260.750000 Penalty: 5073.999512
	Iteration 1F: 3 clusters Score -3966261 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3967586.250000 Penalty: 5073.999512
	Iteration 2F: 3 clusters Score -3967586 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3969578.500000 Penalty: 5073.999512
	Iteration 3F: 3 clusters Score -3969578 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3972134.250000 Penalty: 5073.999512
	Iteration 4F: 3 clusters Score -3972134 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3974091.250000 Penalty: 5073.999512
	Iteration 5F: 3 clusters Score -3974091 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3975206.500000 Penalty: 5073.999512
	Iteration 6F: 3 clusters Score -3975206 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3975925.000000 Penalty: 5073.999512
	Iteration 7Q: 3 clusters Score -3975925 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3976665.000000 Penalty: 5073.999512
	Iteration 8Q: 3 clusters Score -3976665 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3977593.000000 Penalty: 5073.999512
	Iteration 9Q: 3 clusters Score -3977593 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3978702.750000 Penalty: 5073.999512
	Iteration 10Q: 3 clusters Score -3978703 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3979714.250000 Penalty: 5073.999512
	Iteration 11Q: 3 clusters Score -3979714 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3980342.000000 Penalty: 5073.999512
	Iteration 12Q: 3 clusters Score -3980342 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3980661.000000 Penalty: 5073.999512
	Iteration 13Q: 3 clusters Score -3980661 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3980806.000000 Penalty: 5073.999512
	Iteration 14Q: 3 clusters Score -3980806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3980892.250000 Penalty: 5073.999512
	Iteration 15Q: 3 clusters Score -3980892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3980967.750000 Penalty: 5073.999512
	Iteration 16Q: 3 clusters Score -3980968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3981005.250000 Penalty: 5073.999512
	Iteration 17Q: 3 clusters Score -3981005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3981016.250000 Penalty: 5073.999512
	Iteration 18Q: 3 clusters Score -3981016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3981024.750000 Penalty: 5073.999512
	Iteration 19Q: 3 clusters Score -3981025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3981031.000000 Penalty: 5073.999512
	Iteration 20F: 3 clusters Score -3981031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3981040.250000 Penalty: 5073.999512
	Iteration 21Q: 3 clusters Score -3981040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3981040.250000 Penalty: 5073.999512
	Iteration 22Q: 3 clusters Score -3981040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3981047.250000 Penalty: 5073.999512
	Iteration 23Q: 3 clusters Score -3981047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3981053.250000 Penalty: 5073.999512
	Iteration 24Q: 3 clusters Score -3981053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3981044.750000 Penalty: 5073.999512
	Iteration 25Q: 3 clusters Score -3981045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3981041.500000 Penalty: 5073.999512
	Iteration 26Q: 3 clusters Score -3981042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3981041.000000 Penalty: 5073.999512
	Iteration 27Q: 3 clusters Score -3981041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3981041.000000 Penalty: 5073.999512
	Iteration 28Q: 3 clusters Score -3981041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3981041.000000 Penalty: 5073.999512
	Iteration 29F: 3 clusters Score -3981041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 35203 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 5552 members 
Entering Unmasked Estep 
Score: -128892880.000000 Penalty: 85040.218750
Splitting cluster 11 changes total score from -128876520.000000 to -128892880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (45411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Entering Unmasked Estep 
Score: -6669897.500000 Penalty: 2659.430420
	Iteration 0F: 2 clusters Score -6669898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6639182.000000 Penalty: 5318.860840
	Iteration 0F: 3 clusters Score -6639182 nChanged 20964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6650716.000000 Penalty: 5318.860840
	Iteration 1F: 3 clusters Score -6650716 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6651167.500000 Penalty: 5318.860840
	Iteration 2Q: 3 clusters Score -6651168 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -6651615.000000 Penalty: 5318.860840
	Iteration 3Q: 3 clusters Score -6651615 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6651973.500000 Penalty: 5318.860840
	Iteration 4Q: 3 clusters Score -6651974 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -6652358.500000 Penalty: 5318.860840
	Iteration 5Q: 3 clusters Score -6652358 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6652753.000000 Penalty: 5318.860840
	Iteration 6Q: 3 clusters Score -6652753 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -6653220.500000 Penalty: 5318.860840
	Iteration 7Q: 3 clusters Score -6653220 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -6653732.500000 Penalty: 5318.860840
	Iteration 8Q: 3 clusters Score -6653732 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -6654263.500000 Penalty: 5318.860840
	Iteration 9Q: 3 clusters Score -6654264 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -6654888.000000 Penalty: 5318.860840
	Iteration 10Q: 3 clusters Score -6654888 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6655690.500000 Penalty: 5318.860840
	Iteration 11Q: 3 clusters Score -6655690 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -6656792.500000 Penalty: 5318.860840
	Iteration 12Q: 3 clusters Score -6656792 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -6657994.500000 Penalty: 5318.860840
	Iteration 13Q: 3 clusters Score -6657994 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6659272.500000 Penalty: 5318.860840
	Iteration 14Q: 3 clusters Score -6659272 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -6660334.000000 Penalty: 5318.860840
	Iteration 15Q: 3 clusters Score -6660334 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -6661065.000000 Penalty: 5318.860840
	Iteration 16Q: 3 clusters Score -6661065 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6661502.500000 Penalty: 5318.860840
	Iteration 17Q: 3 clusters Score -6661502 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -6661713.500000 Penalty: 5318.860840
	Iteration 18Q: 3 clusters Score -6661714 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6661842.500000 Penalty: 5318.860840
	Iteration 19Q: 3 clusters Score -6661842 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6661945.500000 Penalty: 5318.860840
	Iteration 20F: 3 clusters Score -6661946 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -6662023.500000 Penalty: 5318.860840
	Iteration 21Q: 3 clusters Score -6662024 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6662101.500000 Penalty: 5318.860840
	Iteration 22Q: 3 clusters Score -6662102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6662169.000000 Penalty: 5318.860840
	Iteration 23Q: 3 clusters Score -6662169 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6662224.500000 Penalty: 5318.860840
	Iteration 24Q: 3 clusters Score -6662224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -6662257.500000 Penalty: 5318.860840
	Iteration 25Q: 3 clusters Score -6662258 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -6662298.500000 Penalty: 5318.860840
	Iteration 26Q: 3 clusters Score -6662298 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -6662352.000000 Penalty: 5318.860840
	Iteration 27Q: 3 clusters Score -6662352 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -6662420.000000 Penalty: 5318.860840
	Iteration 28Q: 3 clusters Score -6662420 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -6662491.500000 Penalty: 5318.860840
	Iteration 29Q: 3 clusters Score -6662492 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6662559.000000 Penalty: 5318.860840
	Iteration 30Q: 3 clusters Score -6662559 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -6662628.000000 Penalty: 5318.860840
	Iteration 31Q: 3 clusters Score -6662628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -6662712.500000 Penalty: 5318.860840
	Iteration 32Q: 3 clusters Score -6662712 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -6662771.000000 Penalty: 5318.860840
	Iteration 33Q: 3 clusters Score -6662771 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -6662855.000000 Penalty: 5318.860840
	Iteration 34Q: 3 clusters Score -6662855 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -6662981.500000 Penalty: 5318.860840
	Iteration 35Q: 3 clusters Score -6662982 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6663056.000000 Penalty: 5318.860840
	Iteration 36Q: 3 clusters Score -6663056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6663181.000000 Penalty: 5318.860840
	Iteration 37Q: 3 clusters Score -6663181 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -6663336.000000 Penalty: 5318.860840
	Iteration 38Q: 3 clusters Score -6663336 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -6663492.500000 Penalty: 5318.860840
	Iteration 39Q: 3 clusters Score -6663492 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6663668.500000 Penalty: 5318.860840
	Iteration 40F: 3 clusters Score -6663668 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -6663860.500000 Penalty: 5318.860840
	Iteration 41Q: 3 clusters Score -6663860 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -6664073.500000 Penalty: 5318.860840
	Iteration 42Q: 3 clusters Score -6664074 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6664322.000000 Penalty: 5318.860840
	Iteration 43Q: 3 clusters Score -6664322 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -6664606.500000 Penalty: 5318.860840
	Iteration 44Q: 3 clusters Score -6664606 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -6664896.000000 Penalty: 5318.860840
	Iteration 45Q: 3 clusters Score -6664896 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -6665150.500000 Penalty: 5318.860840
	Iteration 46Q: 3 clusters Score -6665150 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6665423.500000 Penalty: 5318.860840
	Iteration 47Q: 3 clusters Score -6665424 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6665673.500000 Penalty: 5318.860840
	Iteration 48Q: 3 clusters Score -6665674 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6665922.000000 Penalty: 5318.860840
	Iteration 49Q: 3 clusters Score -6665922 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6666158.500000 Penalty: 5318.860840
	Iteration 50Q: 3 clusters Score -6666158 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6666416.500000 Penalty: 5318.860840
	Iteration 51Q: 3 clusters Score -6666416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6666613.000000 Penalty: 5318.860840
	Iteration 52Q: 3 clusters Score -6666613 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6666774.000000 Penalty: 5318.860840
	Iteration 53Q: 3 clusters Score -6666774 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6666941.500000 Penalty: 5318.860840
	Iteration 54Q: 3 clusters Score -6666942 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6667061.500000 Penalty: 5318.860840
	Iteration 55Q: 3 clusters Score -6667062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6667152.500000 Penalty: 5318.860840
	Iteration 56Q: 3 clusters Score -6667152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6667217.000000 Penalty: 5318.860840
	Iteration 57Q: 3 clusters Score -6667217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6667276.500000 Penalty: 5318.860840
	Iteration 58Q: 3 clusters Score -6667276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6667313.000000 Penalty: 5318.860840
	Iteration 59Q: 3 clusters Score -6667313 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6667362.500000 Penalty: 5318.860840
	Iteration 60F: 3 clusters Score -6667362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6667412.000000 Penalty: 5318.860840
	Iteration 61Q: 3 clusters Score -6667412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6667461.000000 Penalty: 5318.860840
	Iteration 62Q: 3 clusters Score -6667461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6667505.500000 Penalty: 5318.860840
	Iteration 63Q: 3 clusters Score -6667506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6667531.500000 Penalty: 5318.860840
	Iteration 64Q: 3 clusters Score -6667532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6667537.000000 Penalty: 5318.860840
	Iteration 65Q: 3 clusters Score -6667537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6667554.000000 Penalty: 5318.860840
	Iteration 66Q: 3 clusters Score -6667554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6667562.000000 Penalty: 5318.860840
	Iteration 67Q: 3 clusters Score -6667562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6667571.500000 Penalty: 5318.860840
	Iteration 68Q: 3 clusters Score -6667572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6667583.500000 Penalty: 5318.860840
	Iteration 69Q: 3 clusters Score -6667584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6667583.500000 Penalty: 5318.860840
	Iteration 70Q: 3 clusters Score -6667584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6667593.500000 Penalty: 5318.860840
	Iteration 71Q: 3 clusters Score -6667594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6667610.500000 Penalty: 5318.860840
	Iteration 72Q: 3 clusters Score -6667610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6667619.000000 Penalty: 5318.860840
	Iteration 73Q: 3 clusters Score -6667619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6667618.500000 Penalty: 5318.860840
	Iteration 74Q: 3 clusters Score -6667618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6667632.000000 Penalty: 5318.860840
	Iteration 75Q: 3 clusters Score -6667632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6667631.500000 Penalty: 5318.860840
	Iteration 76Q: 3 clusters Score -6667632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6667636.500000 Penalty: 5318.860840
	Iteration 77Q: 3 clusters Score -6667636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6667639.000000 Penalty: 5318.860840
	Iteration 78Q: 3 clusters Score -6667639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6667640.500000 Penalty: 5318.860840
	Iteration 79Q: 3 clusters Score -6667640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6667641.500000 Penalty: 5318.860840
	Iteration 80F: 3 clusters Score -6667642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6667643.500000 Penalty: 5318.860840
	Iteration 81Q: 3 clusters Score -6667644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6667643.000000 Penalty: 5318.860840
	Iteration 82Q: 3 clusters Score -6667643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6667647.500000 Penalty: 5318.860840
	Iteration 83Q: 3 clusters Score -6667648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6667642.500000 Penalty: 5318.860840
	Iteration 84Q: 3 clusters Score -6667642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6667642.500000 Penalty: 5318.860840
	Iteration 85F: 3 clusters Score -6667642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Entering Unmasked Estep 
Score: -3283293.250000 Penalty: 2482.069092
	Iteration 0F: 2 clusters Score -3283293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3267858.000000 Penalty: 4964.138184
	Iteration 0F: 3 clusters Score -3267858 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3273172.750000 Penalty: 4964.138184
	Iteration 1F: 3 clusters Score -3273173 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3273726.000000 Penalty: 4964.138184
	Iteration 2F: 3 clusters Score -3273726 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3274278.750000 Penalty: 4964.138184
	Iteration 3F: 3 clusters Score -3274279 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3274853.250000 Penalty: 4964.138184
	Iteration 4F: 3 clusters Score -3274853 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3275456.500000 Penalty: 4964.138184
	Iteration 5F: 3 clusters Score -3275456 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3276298.000000 Penalty: 4964.138184
	Iteration 6F: 3 clusters Score -3276298 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3277232.500000 Penalty: 4964.138184
	Iteration 7F: 3 clusters Score -3277232 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3278143.250000 Penalty: 4964.138184
	Iteration 8F: 3 clusters Score -3278143 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3278947.000000 Penalty: 4964.138184
	Iteration 9Q: 3 clusters Score -3278947 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3279414.250000 Penalty: 4964.138184
	Iteration 10Q: 3 clusters Score -3279414 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3279664.000000 Penalty: 4964.138184
	Iteration 11Q: 3 clusters Score -3279664 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3279835.750000 Penalty: 4964.138184
	Iteration 12Q: 3 clusters Score -3279836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3279934.000000 Penalty: 4964.138184
	Iteration 13Q: 3 clusters Score -3279934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3280008.500000 Penalty: 4964.138184
	Iteration 14Q: 3 clusters Score -3280008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3280099.250000 Penalty: 4964.138184
	Iteration 15Q: 3 clusters Score -3280099 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3280160.750000 Penalty: 4964.138184
	Iteration 16Q: 3 clusters Score -3280161 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3280239.000000 Penalty: 4964.138184
	Iteration 17Q: 3 clusters Score -3280239 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3280323.750000 Penalty: 4964.138184
	Iteration 18Q: 3 clusters Score -3280324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3280384.500000 Penalty: 4964.138184
	Iteration 19Q: 3 clusters Score -3280384 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3280428.000000 Penalty: 4964.138184
	Iteration 20F: 3 clusters Score -3280428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3280490.000000 Penalty: 4964.138184
	Iteration 21Q: 3 clusters Score -3280490 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3280535.750000 Penalty: 4964.138184
	Iteration 22Q: 3 clusters Score -3280536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3280571.500000 Penalty: 4964.138184
	Iteration 23Q: 3 clusters Score -3280572 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3280613.750000 Penalty: 4964.138184
	Iteration 24Q: 3 clusters Score -3280614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3280658.750000 Penalty: 4964.138184
	Iteration 25Q: 3 clusters Score -3280659 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3280690.000000 Penalty: 4964.138184
	Iteration 26Q: 3 clusters Score -3280690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3280716.250000 Penalty: 4964.138184
	Iteration 27Q: 3 clusters Score -3280716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3280757.500000 Penalty: 4964.138184
	Iteration 28Q: 3 clusters Score -3280758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3280793.000000 Penalty: 4964.138184
	Iteration 29Q: 3 clusters Score -3280793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3280826.750000 Penalty: 4964.138184
	Iteration 30Q: 3 clusters Score -3280827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3280847.250000 Penalty: 4964.138184
	Iteration 31Q: 3 clusters Score -3280847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3280865.250000 Penalty: 4964.138184
	Iteration 32Q: 3 clusters Score -3280865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3280872.000000 Penalty: 4964.138184
	Iteration 33Q: 3 clusters Score -3280872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3280889.750000 Penalty: 4964.138184
	Iteration 34Q: 3 clusters Score -3280890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3280908.250000 Penalty: 4964.138184
	Iteration 35Q: 3 clusters Score -3280908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3280928.000000 Penalty: 4964.138184
	Iteration 36Q: 3 clusters Score -3280928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3280940.250000 Penalty: 4964.138184
	Iteration 37Q: 3 clusters Score -3280940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3280957.500000 Penalty: 4964.138184
	Iteration 38Q: 3 clusters Score -3280958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3280960.250000 Penalty: 4964.138184
	Iteration 39Q: 3 clusters Score -3280960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3280965.250000 Penalty: 4964.138184
	Iteration 40F: 3 clusters Score -3280965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3280979.000000 Penalty: 4964.138184
	Iteration 41Q: 3 clusters Score -3280979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3280991.000000 Penalty: 4964.138184
	Iteration 42Q: 3 clusters Score -3280991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3280992.250000 Penalty: 4964.138184
	Iteration 43Q: 3 clusters Score -3280992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3280999.750000 Penalty: 4964.138184
	Iteration 44Q: 3 clusters Score -3281000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3281017.750000 Penalty: 4964.138184
	Iteration 45Q: 3 clusters Score -3281018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3281019.500000 Penalty: 4964.138184
	Iteration 46Q: 3 clusters Score -3281020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3281035.500000 Penalty: 4964.138184
	Iteration 47Q: 3 clusters Score -3281036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3281037.500000 Penalty: 4964.138184
	Iteration 48Q: 3 clusters Score -3281038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3281042.750000 Penalty: 4964.138184
	Iteration 49Q: 3 clusters Score -3281043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3281049.500000 Penalty: 4964.138184
	Iteration 50Q: 3 clusters Score -3281050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3281055.750000 Penalty: 4964.138184
	Iteration 51Q: 3 clusters Score -3281056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3281061.750000 Penalty: 4964.138184
	Iteration 52Q: 3 clusters Score -3281062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3281070.750000 Penalty: 4964.138184
	Iteration 53Q: 3 clusters Score -3281071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3281082.750000 Penalty: 4964.138184
	Iteration 54Q: 3 clusters Score -3281083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3281087.250000 Penalty: 4964.138184
	Iteration 55Q: 3 clusters Score -3281087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3281094.500000 Penalty: 4964.138184
	Iteration 56Q: 3 clusters Score -3281094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3281094.250000 Penalty: 4964.138184
	Iteration 57Q: 3 clusters Score -3281094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3281099.250000 Penalty: 4964.138184
	Iteration 58Q: 3 clusters Score -3281099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3281107.500000 Penalty: 4964.138184
	Iteration 59Q: 3 clusters Score -3281108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3281100.500000 Penalty: 4964.138184
	Iteration 60F: 3 clusters Score -3281100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3281105.250000 Penalty: 4964.138184
	Iteration 61Q: 3 clusters Score -3281105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3281111.000000 Penalty: 4964.138184
	Iteration 62Q: 3 clusters Score -3281111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3281119.250000 Penalty: 4964.138184
	Iteration 63Q: 3 clusters Score -3281119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3281116.750000 Penalty: 4964.138184
	Iteration 64Q: 3 clusters Score -3281117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3281119.250000 Penalty: 4964.138184
	Iteration 65Q: 3 clusters Score -3281119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3281116.750000 Penalty: 4964.138184
	Iteration 66Q: 3 clusters Score -3281117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3281123.500000 Penalty: 4964.138184
	Iteration 67Q: 3 clusters Score -3281124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3281132.000000 Penalty: 4964.138184
	Iteration 68Q: 3 clusters Score -3281132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3281137.750000 Penalty: 4964.138184
	Iteration 69Q: 3 clusters Score -3281138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3281150.500000 Penalty: 4964.138184
	Iteration 70Q: 3 clusters Score -3281150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3281150.000000 Penalty: 4964.138184
	Iteration 71Q: 3 clusters Score -3281150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3281162.750000 Penalty: 4964.138184
	Iteration 72Q: 3 clusters Score -3281163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3281151.500000 Penalty: 4964.138184
	Iteration 73Q: 3 clusters Score -3281152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3281156.750000 Penalty: 4964.138184
	Iteration 74Q: 3 clusters Score -3281157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3281160.750000 Penalty: 4964.138184
	Iteration 75Q: 3 clusters Score -3281161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3281170.000000 Penalty: 4964.138184
	Iteration 76Q: 3 clusters Score -3281170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3281170.000000 Penalty: 4964.138184
	Iteration 77Q: 3 clusters Score -3281170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3281174.000000 Penalty: 4964.138184
	Iteration 78Q: 3 clusters Score -3281174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3281167.250000 Penalty: 4964.138184
	Iteration 79Q: 3 clusters Score -3281167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3281171.000000 Penalty: 4964.138184
	Iteration 80F: 3 clusters Score -3281171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3281174.250000 Penalty: 4964.138184
	Iteration 81Q: 3 clusters Score -3281174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3281180.750000 Penalty: 4964.138184
	Iteration 82Q: 3 clusters Score -3281181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3281178.250000 Penalty: 4964.138184
	Iteration 83Q: 3 clusters Score -3281178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3281178.250000 Penalty: 4964.138184
	Iteration 84Q: 3 clusters Score -3281178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3281179.250000 Penalty: 4964.138184
	Iteration 85Q: 3 clusters Score -3281179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3281178.500000 Penalty: 4964.138184
	Iteration 86Q: 3 clusters Score -3281178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3281190.750000 Penalty: 4964.138184
	Iteration 87Q: 3 clusters Score -3281191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3281192.750000 Penalty: 4964.138184
	Iteration 88Q: 3 clusters Score -3281193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3281193.500000 Penalty: 4964.138184
	Iteration 89Q: 3 clusters Score -3281194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3281193.000000 Penalty: 4964.138184
	Iteration 90Q: 3 clusters Score -3281193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3281194.000000 Penalty: 4964.138184
	Iteration 91Q: 3 clusters Score -3281194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3281198.500000 Penalty: 4964.138184
	Iteration 92Q: 3 clusters Score -3281198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3281193.250000 Penalty: 4964.138184
	Iteration 93Q: 3 clusters Score -3281193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3281197.250000 Penalty: 4964.138184
	Iteration 94Q: 3 clusters Score -3281197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3281197.500000 Penalty: 4964.138184
	Iteration 95Q: 3 clusters Score -3281198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3281197.000000 Penalty: 4964.138184
	Iteration 96Q: 3 clusters Score -3281197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3281199.500000 Penalty: 4964.138184
	Iteration 97Q: 3 clusters Score -3281200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3281205.250000 Penalty: 4964.138184
	Iteration 98Q: 3 clusters Score -3281205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3281207.500000 Penalty: 4964.138184
	Iteration 99Q: 3 clusters Score -3281208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3281203.750000 Penalty: 4964.138184
	Iteration 100F: 3 clusters Score -3281204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3281206.250000 Penalty: 4964.138184
	Iteration 101Q: 3 clusters Score -3281206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3281204.000000 Penalty: 4964.138184
	Iteration 102Q: 3 clusters Score -3281204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3281207.750000 Penalty: 4964.138184
	Iteration 103Q: 3 clusters Score -3281208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3281207.500000 Penalty: 4964.138184
	Iteration 104Q: 3 clusters Score -3281208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3281210.750000 Penalty: 4964.138184
	Iteration 105Q: 3 clusters Score -3281211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3281214.000000 Penalty: 4964.138184
	Iteration 106Q: 3 clusters Score -3281214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3281218.250000 Penalty: 4964.138184
	Iteration 107Q: 3 clusters Score -3281218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3281215.000000 Penalty: 4964.138184
	Iteration 108Q: 3 clusters Score -3281215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3281215.000000 Penalty: 4964.138184
	Iteration 109Q: 3 clusters Score -3281215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3281219.250000 Penalty: 4964.138184
	Iteration 110Q: 3 clusters Score -3281219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3281218.000000 Penalty: 4964.138184
	Iteration 111Q: 3 clusters Score -3281218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3281218.000000 Penalty: 4964.138184
	Iteration 112F: 3 clusters Score -3281218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Entering Unmasked Estep 
Score: -2737020.500000 Penalty: 2460.538086
	Iteration 0F: 2 clusters Score -2737020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2722801.750000 Penalty: 4921.076172
	Iteration 0F: 3 clusters Score -2722802 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2727678.000000 Penalty: 4921.076172
	Iteration 1F: 3 clusters Score -2727678 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2728163.750000 Penalty: 4921.076172
	Iteration 2F: 3 clusters Score -2728164 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2728697.750000 Penalty: 4921.076172
	Iteration 3F: 3 clusters Score -2728698 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2729312.750000 Penalty: 4921.076172
	Iteration 4F: 3 clusters Score -2729313 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2729996.750000 Penalty: 4921.076172
	Iteration 5F: 3 clusters Score -2729997 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2730587.500000 Penalty: 4921.076172
	Iteration 6F: 3 clusters Score -2730588 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2731164.000000 Penalty: 4921.076172
	Iteration 7Q: 3 clusters Score -2731164 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2731767.000000 Penalty: 4921.076172
	Iteration 8Q: 3 clusters Score -2731767 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2732323.000000 Penalty: 4921.076172
	Iteration 9Q: 3 clusters Score -2732323 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2732820.000000 Penalty: 4921.076172
	Iteration 10Q: 3 clusters Score -2732820 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2733286.250000 Penalty: 4921.076172
	Iteration 11Q: 3 clusters Score -2733286 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2733722.000000 Penalty: 4921.076172
	Iteration 12Q: 3 clusters Score -2733722 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2734130.500000 Penalty: 4921.076172
	Iteration 13Q: 3 clusters Score -2734130 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2734491.750000 Penalty: 4921.076172
	Iteration 14Q: 3 clusters Score -2734492 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2734810.750000 Penalty: 4921.076172
	Iteration 15Q: 3 clusters Score -2734811 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2735028.000000 Penalty: 4921.076172
	Iteration 16Q: 3 clusters Score -2735028 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2735169.750000 Penalty: 4921.076172
	Iteration 17Q: 3 clusters Score -2735170 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2735269.000000 Penalty: 4921.076172
	Iteration 18Q: 3 clusters Score -2735269 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2735337.000000 Penalty: 4921.076172
	Iteration 19Q: 3 clusters Score -2735337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2735381.250000 Penalty: 4921.076172
	Iteration 20F: 3 clusters Score -2735381 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2735416.250000 Penalty: 4921.076172
	Iteration 21Q: 3 clusters Score -2735416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2735440.000000 Penalty: 4921.076172
	Iteration 22Q: 3 clusters Score -2735440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2735461.750000 Penalty: 4921.076172
	Iteration 23Q: 3 clusters Score -2735462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2735488.500000 Penalty: 4921.076172
	Iteration 24Q: 3 clusters Score -2735488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2735503.750000 Penalty: 4921.076172
	Iteration 25Q: 3 clusters Score -2735504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2735516.500000 Penalty: 4921.076172
	Iteration 26Q: 3 clusters Score -2735516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2735532.250000 Penalty: 4921.076172
	Iteration 27Q: 3 clusters Score -2735532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2735545.250000 Penalty: 4921.076172
	Iteration 28Q: 3 clusters Score -2735545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2735557.250000 Penalty: 4921.076172
	Iteration 29Q: 3 clusters Score -2735557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2735565.750000 Penalty: 4921.076172
	Iteration 30Q: 3 clusters Score -2735566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2735570.250000 Penalty: 4921.076172
	Iteration 31Q: 3 clusters Score -2735570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2735572.000000 Penalty: 4921.076172
	Iteration 32Q: 3 clusters Score -2735572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2735583.000000 Penalty: 4921.076172
	Iteration 33Q: 3 clusters Score -2735583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2735587.250000 Penalty: 4921.076172
	Iteration 34Q: 3 clusters Score -2735587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2735589.500000 Penalty: 4921.076172
	Iteration 35Q: 3 clusters Score -2735590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2735600.250000 Penalty: 4921.076172
	Iteration 36Q: 3 clusters Score -2735600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2735607.500000 Penalty: 4921.076172
	Iteration 37Q: 3 clusters Score -2735608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2735607.500000 Penalty: 4921.076172
	Iteration 38Q: 3 clusters Score -2735608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2735614.500000 Penalty: 4921.076172
	Iteration 39Q: 3 clusters Score -2735614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2735615.000000 Penalty: 4921.076172
	Iteration 40F: 3 clusters Score -2735615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2735613.750000 Penalty: 4921.076172
	Iteration 41Q: 3 clusters Score -2735614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2735618.000000 Penalty: 4921.076172
	Iteration 42Q: 3 clusters Score -2735618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2735624.250000 Penalty: 4921.076172
	Iteration 43Q: 3 clusters Score -2735624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2735623.000000 Penalty: 4921.076172
	Iteration 44Q: 3 clusters Score -2735623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2735620.250000 Penalty: 4921.076172
	Iteration 45Q: 3 clusters Score -2735620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2735624.000000 Penalty: 4921.076172
	Iteration 46Q: 3 clusters Score -2735624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2735625.000000 Penalty: 4921.076172
	Iteration 47Q: 3 clusters Score -2735625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2735625.000000 Penalty: 4921.076172
	Iteration 48F: 3 clusters Score -2735625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (218742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218742 members 
Entering Unmasked Estep 
Score: -31958504.000000 Penalty: 3049.320801
	Iteration 0F: 2 clusters Score -3.19585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -31832958.000000 Penalty: 6098.641602
	Iteration 0F: 3 clusters Score -3.183296e+07 nChanged 105956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -31895946.000000 Penalty: 6098.641602
	Iteration 1F: 3 clusters Score -3.189595e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -31897634.000000 Penalty: 6098.641602
	Iteration 2Q: 3 clusters Score -3.189763e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -31900312.000000 Penalty: 6098.641602
	Iteration 3Q: 3 clusters Score -3.190031e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
Score: -31904680.000000 Penalty: 6098.641602
	Iteration 4Q: 3 clusters Score -3.190468e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -31911902.000000 Penalty: 6098.641602
	Iteration 5F: 3 clusters Score -3.19119e+07 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -31921322.000000 Penalty: 6098.641602
	Iteration 6F: 3 clusters Score -3.192132e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -31932094.000000 Penalty: 6098.641602
	Iteration 7F: 3 clusters Score -3.193209e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -31939460.000000 Penalty: 6098.641602
	Iteration 8F: 3 clusters Score -3.193946e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 141329 members 
Entering Unmasked Estep 
Score: -31941914.000000 Penalty: 6098.641602
	Iteration 9Q: 3 clusters Score -3.194191e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 140659 members 
Entering Unmasked Estep 
Score: -31942360.000000 Penalty: 6098.641602
	Iteration 10Q: 3 clusters Score -3.194236e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -31942540.000000 Penalty: 6098.641602
	Iteration 11Q: 3 clusters Score -3.194254e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -31942766.000000 Penalty: 6098.641602
	Iteration 12Q: 3 clusters Score -3.194277e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -31942926.000000 Penalty: 6098.641602
	Iteration 13Q: 3 clusters Score -3.194293e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -31942946.000000 Penalty: 6098.641602
	Iteration 14Q: 3 clusters Score -3.194295e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -31942930.000000 Penalty: 6098.641602
	Iteration 15Q: 3 clusters Score -3.194293e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -31942972.000000 Penalty: 6098.641602
	Iteration 16Q: 3 clusters Score -3.194297e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 135704 members 
Entering Unmasked Estep 
Score: -31943060.000000 Penalty: 6098.641602
	Iteration 17Q: 3 clusters Score -3.194306e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 134877 members 
Entering Unmasked Estep 
Score: -31943192.000000 Penalty: 6098.641602
	Iteration 18Q: 3 clusters Score -3.194319e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -31943188.000000 Penalty: 6098.641602
	Iteration 19Q: 3 clusters Score -3.194319e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -31943328.000000 Penalty: 6098.641602
	Iteration 20F: 3 clusters Score -3.194333e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -31943352.000000 Penalty: 6098.641602
	Iteration 21Q: 3 clusters Score -3.194335e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -31943428.000000 Penalty: 6098.641602
	Iteration 22Q: 3 clusters Score -3.194343e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -31943500.000000 Penalty: 6098.641602
	Iteration 23Q: 3 clusters Score -3.19435e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -31943678.000000 Penalty: 6098.641602
	Iteration 24Q: 3 clusters Score -3.194368e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -31943832.000000 Penalty: 6098.641602
	Iteration 25Q: 3 clusters Score -3.194383e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 128031 members 
Entering Unmasked Estep 
Score: -31944046.000000 Penalty: 6098.641602
	Iteration 26Q: 3 clusters Score -3.194405e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 127167 members 
Entering Unmasked Estep 
Score: -31944110.000000 Penalty: 6098.641602
	Iteration 27Q: 3 clusters Score -3.194411e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 126305 members 
Entering Unmasked Estep 
Score: -31944204.000000 Penalty: 6098.641602
	Iteration 28Q: 3 clusters Score -3.19442e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 125445 members 
Entering Unmasked Estep 
Score: -31944316.000000 Penalty: 6098.641602
	Iteration 29Q: 3 clusters Score -3.194432e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 124575 members 
Entering Unmasked Estep 
Score: -31944266.000000 Penalty: 6098.641602
	Iteration 30Q: 3 clusters Score -3.194427e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -31944402.000000 Penalty: 6098.641602
	Iteration 31Q: 3 clusters Score -3.19444e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -31944594.000000 Penalty: 6098.641602
	Iteration 32Q: 3 clusters Score -3.194459e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 122025 members 
Entering Unmasked Estep 
Score: -31944702.000000 Penalty: 6098.641602
	Iteration 33Q: 3 clusters Score -3.19447e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -31944830.000000 Penalty: 6098.641602
	Iteration 34Q: 3 clusters Score -3.194483e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 120393 members 
Entering Unmasked Estep 
Score: -31945004.000000 Penalty: 6098.641602
	Iteration 35Q: 3 clusters Score -3.1945e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -31945140.000000 Penalty: 6098.641602
	Iteration 36Q: 3 clusters Score -3.194514e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -31945180.000000 Penalty: 6098.641602
	Iteration 37Q: 3 clusters Score -3.194518e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -31945392.000000 Penalty: 6098.641602
	Iteration 38Q: 3 clusters Score -3.194539e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -31945496.000000 Penalty: 6098.641602
	Iteration 39Q: 3 clusters Score -3.19455e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -31945640.000000 Penalty: 6098.641602
	Iteration 40F: 3 clusters Score -3.194564e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 116353 members 
Entering Unmasked Estep 
Score: -31945876.000000 Penalty: 6098.641602
	Iteration 41Q: 3 clusters Score -3.194588e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -31946062.000000 Penalty: 6098.641602
	Iteration 42Q: 3 clusters Score -3.194606e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -31946252.000000 Penalty: 6098.641602
	Iteration 43Q: 3 clusters Score -3.194625e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 114680 members 
Entering Unmasked Estep 
Score: -31946334.000000 Penalty: 6098.641602
	Iteration 44Q: 3 clusters Score -3.194633e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -31946440.000000 Penalty: 6098.641602
	Iteration 45Q: 3 clusters Score -3.194644e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -31946516.000000 Penalty: 6098.641602
	Iteration 46Q: 3 clusters Score -3.194652e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -31946730.000000 Penalty: 6098.641602
	Iteration 47Q: 3 clusters Score -3.194673e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -31946814.000000 Penalty: 6098.641602
	Iteration 48Q: 3 clusters Score -3.194681e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -31946914.000000 Penalty: 6098.641602
	Iteration 49Q: 3 clusters Score -3.194691e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -31947070.000000 Penalty: 6098.641602
	Iteration 50Q: 3 clusters Score -3.194707e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -31947218.000000 Penalty: 6098.641602
	Iteration 51Q: 3 clusters Score -3.194722e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -31947380.000000 Penalty: 6098.641602
	Iteration 52Q: 3 clusters Score -3.194738e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 111363 members 
Entering Unmasked Estep 
Score: -31947570.000000 Penalty: 6098.641602
	Iteration 53Q: 3 clusters Score -3.194757e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -31947792.000000 Penalty: 6098.641602
	Iteration 54Q: 3 clusters Score -3.194779e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -31947808.000000 Penalty: 6098.641602
	Iteration 55Q: 3 clusters Score -3.194781e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -31947882.000000 Penalty: 6098.641602
	Iteration 56Q: 3 clusters Score -3.194788e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -31947934.000000 Penalty: 6098.641602
	Iteration 57Q: 3 clusters Score -3.194793e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -31947928.000000 Penalty: 6098.641602
	Iteration 58Q: 3 clusters Score -3.194793e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -31948008.000000 Penalty: 6098.641602
	Iteration 59Q: 3 clusters Score -3.194801e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108211 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -31948106.000000 Penalty: 6098.641602
	Iteration 60F: 3 clusters Score -3.194811e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -31948150.000000 Penalty: 6098.641602
	Iteration 61Q: 3 clusters Score -3.194815e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -31948244.000000 Penalty: 6098.641602
	Iteration 62Q: 3 clusters Score -3.194824e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -31948270.000000 Penalty: 6098.641602
	Iteration 63Q: 3 clusters Score -3.194827e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -31948262.000000 Penalty: 6098.641602
	Iteration 64Q: 3 clusters Score -3.194826e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -31948290.000000 Penalty: 6098.641602
	Iteration 65Q: 3 clusters Score -3.194829e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -31948286.000000 Penalty: 6098.641602
	Iteration 66Q: 3 clusters Score -3.194829e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -31948320.000000 Penalty: 6098.641602
	Iteration 67Q: 3 clusters Score -3.194832e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -31948408.000000 Penalty: 6098.641602
	Iteration 68Q: 3 clusters Score -3.194841e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -31948418.000000 Penalty: 6098.641602
	Iteration 69Q: 3 clusters Score -3.194842e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -31948386.000000 Penalty: 6098.641602
	Iteration 70Q: 3 clusters Score -3.194839e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -31948508.000000 Penalty: 6098.641602
	Iteration 71Q: 3 clusters Score -3.194851e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -31948484.000000 Penalty: 6098.641602
	Iteration 72Q: 3 clusters Score -3.194848e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -31948514.000000 Penalty: 6098.641602
	Iteration 73Q: 3 clusters Score -3.194851e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -31948558.000000 Penalty: 6098.641602
	Iteration 74Q: 3 clusters Score -3.194856e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -31948622.000000 Penalty: 6098.641602
	Iteration 75Q: 3 clusters Score -3.194862e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 110709 members 
Entering Unmasked Estep 
Score: -31948618.000000 Penalty: 6098.641602
	Iteration 76Q: 3 clusters Score -3.194862e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -31948610.000000 Penalty: 6098.641602
	Iteration 77Q: 3 clusters Score -3.194861e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -31948618.000000 Penalty: 6098.641602
	Iteration 78Q: 3 clusters Score -3.194862e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -31948656.000000 Penalty: 6098.641602
	Iteration 79Q: 3 clusters Score -3.194866e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -31948676.000000 Penalty: 6098.641602
	Iteration 80F: 3 clusters Score -3.194868e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107579 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -31948654.000000 Penalty: 6098.641602
	Iteration 81Q: 3 clusters Score -3.194865e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107521 members 
Mstep: Class 2 contains 111221 members 
Entering Unmasked Estep 
Score: -31948684.000000 Penalty: 6098.641602
	Iteration 82Q: 3 clusters Score -3.194868e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -31948696.000000 Penalty: 6098.641602
	Iteration 83Q: 3 clusters Score -3.19487e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -31948716.000000 Penalty: 6098.641602
	Iteration 84Q: 3 clusters Score -3.194872e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -31948706.000000 Penalty: 6098.641602
	Iteration 85Q: 3 clusters Score -3.194871e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -31948700.000000 Penalty: 6098.641602
	Iteration 86Q: 3 clusters Score -3.19487e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -31948698.000000 Penalty: 6098.641602
	Iteration 87Q: 3 clusters Score -3.19487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -31948722.000000 Penalty: 6098.641602
	Iteration 88Q: 3 clusters Score -3.194872e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -31948740.000000 Penalty: 6098.641602
	Iteration 89Q: 3 clusters Score -3.194874e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -31948738.000000 Penalty: 6098.641602
	Iteration 90Q: 3 clusters Score -3.194874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 111525 members 
Entering Unmasked Estep 
Score: -31948750.000000 Penalty: 6098.641602
	Iteration 91Q: 3 clusters Score -3.194875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -31948774.000000 Penalty: 6098.641602
	Iteration 92Q: 3 clusters Score -3.194877e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -31948758.000000 Penalty: 6098.641602
	Iteration 93Q: 3 clusters Score -3.194876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 111601 members 
Entering Unmasked Estep 
Score: -31948730.000000 Penalty: 6098.641602
	Iteration 94Q: 3 clusters Score -3.194873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -31948752.000000 Penalty: 6098.641602
	Iteration 95Q: 3 clusters Score -3.194875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -31948786.000000 Penalty: 6098.641602
	Iteration 96Q: 3 clusters Score -3.194879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -31948788.000000 Penalty: 6098.641602
	Iteration 97Q: 3 clusters Score -3.194879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -31948790.000000 Penalty: 6098.641602
	Iteration 98Q: 3 clusters Score -3.194879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -31948806.000000 Penalty: 6098.641602
	Iteration 99Q: 3 clusters Score -3.194881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -31948802.000000 Penalty: 6098.641602
	Iteration 100F: 3 clusters Score -3.19488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -31948780.000000 Penalty: 6098.641602
	Iteration 101Q: 3 clusters Score -3.194878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -31948802.000000 Penalty: 6098.641602
	Iteration 102Q: 3 clusters Score -3.19488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -31948826.000000 Penalty: 6098.641602
	Iteration 103Q: 3 clusters Score -3.194883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 111868 members 
Entering Unmasked Estep 
Score: -31948838.000000 Penalty: 6098.641602
	Iteration 104Q: 3 clusters Score -3.194884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 111913 members 
Entering Unmasked Estep 
Score: -31948848.000000 Penalty: 6098.641602
	Iteration 105Q: 3 clusters Score -3.194885e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 111958 members 
Entering Unmasked Estep 
Score: -31948792.000000 Penalty: 6098.641602
	Iteration 106Q: 3 clusters Score -3.194879e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -31948826.000000 Penalty: 6098.641602
	Iteration 107Q: 3 clusters Score -3.194883e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -31948808.000000 Penalty: 6098.641602
	Iteration 108Q: 3 clusters Score -3.194881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -31948832.000000 Penalty: 6098.641602
	Iteration 109Q: 3 clusters Score -3.194883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -31948802.000000 Penalty: 6098.641602
	Iteration 110Q: 3 clusters Score -3.19488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -31948834.000000 Penalty: 6098.641602
	Iteration 111Q: 3 clusters Score -3.194883e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -31948816.000000 Penalty: 6098.641602
	Iteration 112Q: 3 clusters Score -3.194882e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -31948846.000000 Penalty: 6098.641602
	Iteration 113Q: 3 clusters Score -3.194885e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -31948846.000000 Penalty: 6098.641602
	Iteration 114Q: 3 clusters Score -3.194885e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -31948846.000000 Penalty: 6098.641602
	Iteration 115Q: 3 clusters Score -3.194885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -31948834.000000 Penalty: 6098.641602
	Iteration 116Q: 3 clusters Score -3.194883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -31948828.000000 Penalty: 6098.641602
	Iteration 117Q: 3 clusters Score -3.194883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -31948836.000000 Penalty: 6098.641602
	Iteration 118Q: 3 clusters Score -3.194884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -31948812.000000 Penalty: 6098.641602
	Iteration 119Q: 3 clusters Score -3.194881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -31948798.000000 Penalty: 6098.641602
	Iteration 120F: 3 clusters Score -3.19488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -31948810.000000 Penalty: 6098.641602
	Iteration 121Q: 3 clusters Score -3.194881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -31948790.000000 Penalty: 6098.641602
	Iteration 122Q: 3 clusters Score -3.194879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -31948800.000000 Penalty: 6098.641602
	Iteration 123Q: 3 clusters Score -3.19488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 112554 members 
Entering Unmasked Estep 
Score: -31948788.000000 Penalty: 6098.641602
	Iteration 124Q: 3 clusters Score -3.194879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -31948768.000000 Penalty: 6098.641602
	Iteration 125Q: 3 clusters Score -3.194877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 112559 members 
Entering Unmasked Estep 
Score: -31948776.000000 Penalty: 6098.641602
	Iteration 126Q: 3 clusters Score -3.194878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -31948774.000000 Penalty: 6098.641602
	Iteration 127Q: 3 clusters Score -3.194877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -31948760.000000 Penalty: 6098.641602
	Iteration 128Q: 3 clusters Score -3.194876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 112569 members 
Entering Unmasked Estep 
Score: -31948754.000000 Penalty: 6098.641602
	Iteration 129Q: 3 clusters Score -3.194875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -31948758.000000 Penalty: 6098.641602
	Iteration 130Q: 3 clusters Score -3.194876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -31948758.000000 Penalty: 6098.641602
	Iteration 131Q: 3 clusters Score -3.194876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106156 members 
Mstep: Class 2 contains 112586 members 
Entering Unmasked Estep 
Score: -31948774.000000 Penalty: 6098.641602
	Iteration 132Q: 3 clusters Score -3.194877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 112588 members 
Entering Unmasked Estep 
Score: -31948786.000000 Penalty: 6098.641602
	Iteration 133Q: 3 clusters Score -3.194879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 112588 members 
Entering Unmasked Estep 
Score: -31948786.000000 Penalty: 6098.641602
	Iteration 134F: 3 clusters Score -3.194879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Entering Unmasked Estep 
Score: -6655030.000000 Penalty: 2671.210205
	Iteration 0F: 2 clusters Score -6655030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6622903.000000 Penalty: 5342.420410
	Iteration 0F: 3 clusters Score -6622903 nChanged 22124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6635246.000000 Penalty: 5342.420410
	Iteration 1F: 3 clusters Score -6635246 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -6636108.000000 Penalty: 5342.420410
	Iteration 2Q: 3 clusters Score -6636108 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6637329.500000 Penalty: 5342.420410
	Iteration 3Q: 3 clusters Score -6637330 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6639216.000000 Penalty: 5342.420410
	Iteration 4F: 3 clusters Score -6639216 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -6641770.000000 Penalty: 5342.420410
	Iteration 5F: 3 clusters Score -6641770 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -6644665.500000 Penalty: 5342.420410
	Iteration 6F: 3 clusters Score -6644666 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6647078.500000 Penalty: 5342.420410
	Iteration 7F: 3 clusters Score -6647078 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -6648531.500000 Penalty: 5342.420410
	Iteration 8F: 3 clusters Score -6648532 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -6649286.000000 Penalty: 5342.420410
	Iteration 9Q: 3 clusters Score -6649286 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6649757.500000 Penalty: 5342.420410
	Iteration 10Q: 3 clusters Score -6649758 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6650055.500000 Penalty: 5342.420410
	Iteration 11Q: 3 clusters Score -6650056 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6650331.000000 Penalty: 5342.420410
	Iteration 12Q: 3 clusters Score -6650331 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6650529.000000 Penalty: 5342.420410
	Iteration 13Q: 3 clusters Score -6650529 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -6650720.000000 Penalty: 5342.420410
	Iteration 14Q: 3 clusters Score -6650720 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -6650929.500000 Penalty: 5342.420410
	Iteration 15Q: 3 clusters Score -6650930 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6651089 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6651279 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6651509 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6651707 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6651943.500000 Penalty: 5342.420410
	Iteration 20F: 3 clusters Score -6651944 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -6652145.500000 Penalty: 5342.420410
	Iteration 21Q: 3 clusters Score -6652146 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -6652394.500000 Penalty: 5342.420410
	Iteration 22Q: 3 clusters Score -6652394 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -6652582.500000 Penalty: 5342.420410
	Iteration 23Q: 3 clusters Score -6652582 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -6652810.000000 Penalty: 5342.420410
	Iteration 24Q: 3 clusters Score -6652810 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -6652975.500000 Penalty: 5342.420410
	Iteration 25Q: 3 clusters Score -6652976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6653095 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -6653207.000000 Penalty: 5342.420410
	Iteration 27Q: 3 clusters Score -6653207 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6653343 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6653464 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6653597 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6653695 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6653770.500000 Penalty: 5342.420410
	Iteration 32Q: 3 clusters Score -6653770 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6653814.000000 Penalty: 5342.420410
	Iteration 33Q: 3 clusters Score -6653814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6653867.500000 Penalty: 5342.420410
	Iteration 34Q: 3 clusters Score -6653868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6653904.500000 Penalty: 5342.420410
	Iteration 35Q: 3 clusters Score -6653904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6653944 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6653975 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -6654022.000000 Penalty: 5342.420410
	Iteration 38Q: 3 clusters Score -6654022 nChanged 88
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6654059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -6654115.000000 Penalty: 5342.420410
	Iteration 40F: 3 clusters Score -6654115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6654171.000000 Penalty: 5342.420410
	Iteration 41Q: 3 clusters Score -6654171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -6654224.500000 Penalty: 5342.420410
	Iteration 42Q: 3 clusters Score -6654224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6654306.500000 Penalty: 5342.420410
	Iteration 43Q: 3 clusters Score -6654306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6654386.500000 Penalty: 5342.420410
	Iteration 44Q: 3 clusters Score -6654386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6654473.000000 Penalty: 5342.420410
	Iteration 45Q: 3 clusters Score -6654473 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6654586 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6654656 nChanged 132
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -6654739.000000 Penalty: 5342.420410
	Iteration 48Q: 3 clusters Score -6654739 nChanged 117
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6654788 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6654840.500000 Penalty: 5342.420410
	Iteration 50Q: 3 clusters Score -6654840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -6654893.500000 Penalty: 5342.420410
	Iteration 51Q: 3 clusters Score -6654894 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -6654916.000000 Penalty: 5342.420410
	Iteration 52Q: 3 clusters Score -6654916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -6654936.500000 Penalty: 5342.420410
	Iteration 53Q: 3 clusters Score -6654936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6654982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6655011.000000 Penalty: 5342.420410
	Iteration 55Q: 3 clusters Score -6655011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -6655028.000000 Penalty: 5342.420410
	Iteration 56Q: 3 clusters Score -6655028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -6655065.500000 Penalty: 5342.420410
	Iteration 57Q: 3 clusters Score -6655066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6655081.000000 Penalty: 5342.420410
	Iteration 58Q: 3 clusters Score -6655081 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6655090.000000 Penalty: 5342.420410
	Iteration 59Q: 3 clusters Score -6655090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6655107.500000 Penalty: 5342.420410
	Iteration 60F: 3 clusters Score -6655108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6655114.000000 Penalty: 5342.420410
	Iteration 61Q: 3 clusters Score -6655114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6655132.000000 Penalty: 5342.420410
	Iteration 62Q: 3 clusters Score -6655132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
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Entering Unmasked Estep 
Score: -6655158.500000 Penalty: 5342.420410
	Iteration 63Q: 3 clusters Score -6655158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
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Entering Unmasked Estep 
Score: -6655164.500000 Penalty: 5342.420410
	Iteration 64Q: 3 clusters Score -6655164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6655184.000000 Penalty: 5342.420410
	Iteration 65Q: 3 clusters Score -6655184 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -6655180.000000 Penalty: 5342.420410
	Iteration 66Q: 3 clusters Score -6655180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
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Entering Unmasked Estep 
Score: -6655194.000000 Penalty: 5342.420410
	Iteration 67Q: 3 clusters Score -6655194 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
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Entering Unmasked Estep 
Score: -6655189.500000 Penalty: 5342.420410
	Iteration 68Q: 3 clusters Score -6655190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
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Entering Unmasked Estep 
Score: -6655204.500000 Penalty: 5342.420410
	Iteration 69Q: 3 clusters Score -6655204 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
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Entering Unmasked Estep 
Score: -6655203.500000 Penalty: 5342.420410
	Iteration 70Q: 3 clusters Score -6655204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -6655216.500000 Penalty: 5342.420410
	Iteration 71Q: 3 clusters Score -6655216 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -6655224.000000 Penalty: 5342.420410
	Iteration 72Q: 3 clusters Score -6655224 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -6655231.000000 Penalty: 5342.420410
	Iteration 73Q: 3 clusters Score -6655231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -6655229.000000 Penalty: 5342.420410
	Iteration 74Q: 3 clusters Score -6655229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -6655236.500000 Penalty: 5342.420410
	Iteration 75Q: 3 clusters Score -6655236 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6655239.000000 Penalty: 5342.420410
	Iteration 76Q: 3 clusters Score -6655239 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2835 members 
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Entering Unmasked Estep 
Score: -6655231.500000 Penalty: 5342.420410
	Iteration 77Q: 3 clusters Score -6655232 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6655236.000000 Penalty: 5342.420410
	Iteration 78Q: 3 clusters Score -6655236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
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Entering Unmasked Estep 
Score: -6655247.500000 Penalty: 5342.420410
	Iteration 79Q: 3 clusters Score -6655248 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2879 members 
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Entering Unmasked Estep 
Score: -6655244.000000 Penalty: 5342.420410
	Iteration 80F: 3 clusters Score -6655244 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2891 members 
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Entering Unmasked Estep 
Score: -6655251.000000 Penalty: 5342.420410
	Iteration 81Q: 3 clusters Score -6655251 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -6655254.000000 Penalty: 5342.420410
	Iteration 82Q: 3 clusters Score -6655254 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6655269.000000 Penalty: 5342.420410
	Iteration 83Q: 3 clusters Score -6655269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -6655265.500000 Penalty: 5342.420410
	Iteration 84Q: 3 clusters Score -6655266 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6655262.500000 Penalty: 5342.420410
	Iteration 85Q: 3 clusters Score -6655262 nChanged 21
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Mstep: Class 1 contains 2953 members 
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Entering Unmasked Estep 
Score: -6655273.500000 Penalty: 5342.420410
	Iteration 86Q: 3 clusters Score -6655274 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6655268.000000 Penalty: 5342.420410
	Iteration 87Q: 3 clusters Score -6655268 nChanged 15
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6655268 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -6655273.500000 Penalty: 5342.420410
	Iteration 89Q: 3 clusters Score -6655274 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -6655276.000000 Penalty: 5342.420410
	Iteration 90Q: 3 clusters Score -6655276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -6655278.500000 Penalty: 5342.420410
	Iteration 91Q: 3 clusters Score -6655278 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6655281.000000 Penalty: 5342.420410
	Iteration 92Q: 3 clusters Score -6655281 nChanged 9
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Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6655283.000000 Penalty: 5342.420410
	Iteration 93Q: 3 clusters Score -6655283 nChanged 11
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6655282.000000 Penalty: 5342.420410
	Iteration 94Q: 3 clusters Score -6655282 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6655277 nChanged 9
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6655275 nChanged 11
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Mstep: Class 1 contains 3089 members 
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Entering Unmasked Estep 
Score: -6655284.000000 Penalty: 5342.420410
	Iteration 97Q: 3 clusters Score -6655284 nChanged 12
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Mstep: Class 1 contains 3101 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6655283 nChanged 12
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -6655280.000000 Penalty: 5342.420410
	Iteration 99Q: 3 clusters Score -6655280 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6655279.000000 Penalty: 5342.420410
	Iteration 100F: 3 clusters Score -6655279 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6655276.500000 Penalty: 5342.420410
	Iteration 101Q: 3 clusters Score -6655276 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6655281 nChanged 5
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Mstep: Class 1 contains 3145 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6655278 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6655276 nChanged 3
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Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6655273 nChanged 3
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Mstep: Class 1 contains 3155 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6655275 nChanged 1
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Mstep: Class 1 contains 3156 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6655272 nChanged 2
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6655276 nChanged 1
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Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -6655271.000000 Penalty: 5342.420410
	Iteration 109Q: 3 clusters Score -6655271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6655274.000000 Penalty: 5342.420410
	Iteration 110Q: 3 clusters Score -6655274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6655270.500000 Penalty: 5342.420410
	Iteration 111Q: 3 clusters Score -6655270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6655271.500000 Penalty: 5342.420410
	Iteration 112Q: 3 clusters Score -6655272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -6655274.500000 Penalty: 5342.420410
	Iteration 113Q: 3 clusters Score -6655274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6655276.500000 Penalty: 5342.420410
	Iteration 114Q: 3 clusters Score -6655276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6655277.000000 Penalty: 5342.420410
	Iteration 115Q: 3 clusters Score -6655277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6655277.000000 Penalty: 5342.420410
	Iteration 116F: 3 clusters Score -6655277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 35203 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 5552 members 
Mstep: Class 26 contains 44454 members 
Entering Unmasked Estep 
Score: -128892472.000000 Penalty: 88441.828125
Splitting cluster 17 changes total score from -128876520.000000 to -128892472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (132961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Entering Unmasked Estep 
Score: -19504188.000000 Penalty: 2925.857178
	Iteration 0F: 2 clusters Score -1.950419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -19419924.000000 Penalty: 5851.714355
	Iteration 0F: 3 clusters Score -1.941992e+07 nChanged 63409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -19456672.000000 Penalty: 5851.714355
	Iteration 1F: 3 clusters Score -1.945667e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -19457724.000000 Penalty: 5851.714355
	Iteration 2Q: 3 clusters Score -1.945772e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -19459158.000000 Penalty: 5851.714355
	Iteration 3Q: 3 clusters Score -1.945916e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -19461328.000000 Penalty: 5851.714355
	Iteration 4Q: 3 clusters Score -1.946133e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -19464706.000000 Penalty: 5851.714355
	Iteration 5Q: 3 clusters Score -1.946471e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -19469512.000000 Penalty: 5851.714355
	Iteration 6F: 3 clusters Score -1.946951e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -19475926.000000 Penalty: 5851.714355
	Iteration 7F: 3 clusters Score -1.947593e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -19482824.000000 Penalty: 5851.714355
	Iteration 8F: 3 clusters Score -1.948282e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -19488500.000000 Penalty: 5851.714355
	Iteration 9F: 3 clusters Score -1.94885e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -19492342.000000 Penalty: 5851.714355
	Iteration 10Q: 3 clusters Score -1.949234e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -19494234.000000 Penalty: 5851.714355
	Iteration 11Q: 3 clusters Score -1.949423e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -19495578.000000 Penalty: 5851.714355
	Iteration 12Q: 3 clusters Score -1.949558e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -19496736.000000 Penalty: 5851.714355
	Iteration 13Q: 3 clusters Score -1.949674e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -19497846.000000 Penalty: 5851.714355
	Iteration 14Q: 3 clusters Score -1.949785e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -19499230.000000 Penalty: 5851.714355
	Iteration 15Q: 3 clusters Score -1.949923e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -19500432.000000 Penalty: 5851.714355
	Iteration 16Q: 3 clusters Score -1.950043e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -19501594.000000 Penalty: 5851.714355
	Iteration 17Q: 3 clusters Score -1.950159e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -19502424.000000 Penalty: 5851.714355
	Iteration 18Q: 3 clusters Score -1.950242e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -19503116.000000 Penalty: 5851.714355
	Iteration 19Q: 3 clusters Score -1.950312e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -19503574.000000 Penalty: 5851.714355
	Iteration 20F: 3 clusters Score -1.950357e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -19503780.000000 Penalty: 5851.714355
	Iteration 21Q: 3 clusters Score -1.950378e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -19504022.000000 Penalty: 5851.714355
	Iteration 22Q: 3 clusters Score -1.950402e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -19504094.000000 Penalty: 5851.714355
	Iteration 23Q: 3 clusters Score -1.950409e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -19504162.000000 Penalty: 5851.714355
	Iteration 24Q: 3 clusters Score -1.950416e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -19504108.000000 Penalty: 5851.714355
	Iteration 25Q: 3 clusters Score -1.950411e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -19504138.000000 Penalty: 5851.714355
	Iteration 26Q: 3 clusters Score -1.950414e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -19504190.000000 Penalty: 5851.714355
	Iteration 27Q: 3 clusters Score -1.950419e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 109275 members 
Entering Unmasked Estep 
Score: -19504112.000000 Penalty: 5851.714355
	Iteration 28Q: 3 clusters Score -1.950411e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -19504124.000000 Penalty: 5851.714355
	Iteration 29Q: 3 clusters Score -1.950412e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 109835 members 
Entering Unmasked Estep 
Score: -19504116.000000 Penalty: 5851.714355
	Iteration 30Q: 3 clusters Score -1.950412e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -19504104.000000 Penalty: 5851.714355
	Iteration 31Q: 3 clusters Score -1.95041e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -19504156.000000 Penalty: 5851.714355
	Iteration 32Q: 3 clusters Score -1.950416e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -19504214.000000 Penalty: 5851.714355
	Iteration 33Q: 3 clusters Score -1.950421e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -19504248.000000 Penalty: 5851.714355
	Iteration 34Q: 3 clusters Score -1.950425e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -19504308.000000 Penalty: 5851.714355
	Iteration 35Q: 3 clusters Score -1.950431e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -19504312.000000 Penalty: 5851.714355
	Iteration 36Q: 3 clusters Score -1.950431e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 111418 members 
Entering Unmasked Estep 
Score: -19504328.000000 Penalty: 5851.714355
	Iteration 37Q: 3 clusters Score -1.950433e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -19504278.000000 Penalty: 5851.714355
	Iteration 38Q: 3 clusters Score -1.950428e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -19504240.000000 Penalty: 5851.714355
	Iteration 39Q: 3 clusters Score -1.950424e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -19504246.000000 Penalty: 5851.714355
	Iteration 40F: 3 clusters Score -1.950425e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -19504236.000000 Penalty: 5851.714355
	Iteration 41Q: 3 clusters Score -1.950424e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -19504242.000000 Penalty: 5851.714355
	Iteration 42Q: 3 clusters Score -1.950424e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -19504224.000000 Penalty: 5851.714355
	Iteration 43Q: 3 clusters Score -1.950422e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 112736 members 
Entering Unmasked Estep 
Score: -19504246.000000 Penalty: 5851.714355
	Iteration 44Q: 3 clusters Score -1.950425e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -19504250.000000 Penalty: 5851.714355
	Iteration 45Q: 3 clusters Score -1.950425e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -19504220.000000 Penalty: 5851.714355
	Iteration 46Q: 3 clusters Score -1.950422e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -19504260.000000 Penalty: 5851.714355
	Iteration 47Q: 3 clusters Score -1.950426e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -19504206.000000 Penalty: 5851.714355
	Iteration 48Q: 3 clusters Score -1.950421e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -19504212.000000 Penalty: 5851.714355
	Iteration 49Q: 3 clusters Score -1.950421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 113445 members 
Entering Unmasked Estep 
Score: -19504194.000000 Penalty: 5851.714355
	Iteration 50Q: 3 clusters Score -1.950419e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -19504222.000000 Penalty: 5851.714355
	Iteration 51Q: 3 clusters Score -1.950422e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -19504188.000000 Penalty: 5851.714355
	Iteration 52Q: 3 clusters Score -1.950419e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -19504194.000000 Penalty: 5851.714355
	Iteration 53Q: 3 clusters Score -1.950419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -19504192.000000 Penalty: 5851.714355
	Iteration 54Q: 3 clusters Score -1.950419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 113735 members 
Entering Unmasked Estep 
Score: -19504202.000000 Penalty: 5851.714355
	Iteration 55Q: 3 clusters Score -1.95042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -19504184.000000 Penalty: 5851.714355
	Iteration 56Q: 3 clusters Score -1.950418e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -19504168.000000 Penalty: 5851.714355
	Iteration 57Q: 3 clusters Score -1.950417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 113871 members 
Entering Unmasked Estep 
Score: -19504172.000000 Penalty: 5851.714355
	Iteration 58Q: 3 clusters Score -1.950417e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -19504212.000000 Penalty: 5851.714355
	Iteration 59Q: 3 clusters Score -1.950421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 113980 members 
Entering Unmasked Estep 
Score: -19504154.000000 Penalty: 5851.714355
	Iteration 60F: 3 clusters Score -1.950415e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -19504160.000000 Penalty: 5851.714355
	Iteration 61Q: 3 clusters Score -1.950416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -19504150.000000 Penalty: 5851.714355
	Iteration 62Q: 3 clusters Score -1.950415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -19504132.000000 Penalty: 5851.714355
	Iteration 63Q: 3 clusters Score -1.950413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -19504134.000000 Penalty: 5851.714355
	Iteration 64Q: 3 clusters Score -1.950413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -19504124.000000 Penalty: 5851.714355
	Iteration 65Q: 3 clusters Score -1.950412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 114170 members 
Entering Unmasked Estep 
Score: -19504122.000000 Penalty: 5851.714355
	Iteration 66Q: 3 clusters Score -1.950412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -19504086.000000 Penalty: 5851.714355
	Iteration 67Q: 3 clusters Score -1.950409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -19504078.000000 Penalty: 5851.714355
	Iteration 68Q: 3 clusters Score -1.950408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -19504086.000000 Penalty: 5851.714355
	Iteration 69Q: 3 clusters Score -1.950409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 114237 members 
Entering Unmasked Estep 
Score: -19504116.000000 Penalty: 5851.714355
	Iteration 70Q: 3 clusters Score -1.950412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 71Q: 3 clusters Score -1.95041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 72Q: 3 clusters Score -1.95041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -19504094.000000 Penalty: 5851.714355
	Iteration 73Q: 3 clusters Score -1.950409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -19504098.000000 Penalty: 5851.714355
	Iteration 74Q: 3 clusters Score -1.95041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -19504118.000000 Penalty: 5851.714355
	Iteration 75Q: 3 clusters Score -1.950412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -19504108.000000 Penalty: 5851.714355
	Iteration 76Q: 3 clusters Score -1.950411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -19504122.000000 Penalty: 5851.714355
	Iteration 77Q: 3 clusters Score -1.950412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 78Q: 3 clusters Score -1.95041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -19504110.000000 Penalty: 5851.714355
	Iteration 79Q: 3 clusters Score -1.950411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 114352 members 
Entering Unmasked Estep 
Score: -19504086.000000 Penalty: 5851.714355
	Iteration 80F: 3 clusters Score -1.950409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -19504076.000000 Penalty: 5851.714355
	Iteration 81Q: 3 clusters Score -1.950408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -19504088.000000 Penalty: 5851.714355
	Iteration 82Q: 3 clusters Score -1.950409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -19504080.000000 Penalty: 5851.714355
	Iteration 83Q: 3 clusters Score -1.950408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -19504074.000000 Penalty: 5851.714355
	Iteration 84Q: 3 clusters Score -1.950407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -19504084.000000 Penalty: 5851.714355
	Iteration 85Q: 3 clusters Score -1.950408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -19504074.000000 Penalty: 5851.714355
	Iteration 86Q: 3 clusters Score -1.950407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -19504064.000000 Penalty: 5851.714355
	Iteration 87Q: 3 clusters Score -1.950406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
Score: -19504068.000000 Penalty: 5851.714355
	Iteration 88Q: 3 clusters Score -1.950407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 114494 members 
Entering Unmasked Estep 
Score: -19504064.000000 Penalty: 5851.714355
	Iteration 89Q: 3 clusters Score -1.950406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 114509 members 
Entering Unmasked Estep 
Score: -19504076.000000 Penalty: 5851.714355
	Iteration 90Q: 3 clusters Score -1.950408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -19504066.000000 Penalty: 5851.714355
	Iteration 91Q: 3 clusters Score -1.950407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -19504040.000000 Penalty: 5851.714355
	Iteration 92Q: 3 clusters Score -1.950404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -19504078.000000 Penalty: 5851.714355
	Iteration 93Q: 3 clusters Score -1.950408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -19504090.000000 Penalty: 5851.714355
	Iteration 94Q: 3 clusters Score -1.950409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -19504108.000000 Penalty: 5851.714355
	Iteration 95Q: 3 clusters Score -1.950411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -19504102.000000 Penalty: 5851.714355
	Iteration 96Q: 3 clusters Score -1.95041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -19504118.000000 Penalty: 5851.714355
	Iteration 97Q: 3 clusters Score -1.950412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 114625 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 98Q: 3 clusters Score -1.95041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -19504108.000000 Penalty: 5851.714355
	Iteration 99Q: 3 clusters Score -1.950411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -19504112.000000 Penalty: 5851.714355
	Iteration 100F: 3 clusters Score -1.950411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -19504106.000000 Penalty: 5851.714355
	Iteration 101Q: 3 clusters Score -1.950411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -19504092.000000 Penalty: 5851.714355
	Iteration 102Q: 3 clusters Score -1.950409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -19504104.000000 Penalty: 5851.714355
	Iteration 103Q: 3 clusters Score -1.95041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 104Q: 3 clusters Score -1.95041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -19504110.000000 Penalty: 5851.714355
	Iteration 105Q: 3 clusters Score -1.950411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -19504110.000000 Penalty: 5851.714355
	Iteration 106Q: 3 clusters Score -1.950411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -19504118.000000 Penalty: 5851.714355
	Iteration 107Q: 3 clusters Score -1.950412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
Score: -19504122.000000 Penalty: 5851.714355
	Iteration 108Q: 3 clusters Score -1.950412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -19504122.000000 Penalty: 5851.714355
	Iteration 109Q: 3 clusters Score -1.950412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 114716 members 
Entering Unmasked Estep 
Score: -19504108.000000 Penalty: 5851.714355
	Iteration 110Q: 3 clusters Score -1.950411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -19504092.000000 Penalty: 5851.714355
	Iteration 111Q: 3 clusters Score -1.950409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -19504094.000000 Penalty: 5851.714355
	Iteration 112Q: 3 clusters Score -1.950409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 113Q: 3 clusters Score -1.95041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -19504096.000000 Penalty: 5851.714355
	Iteration 114Q: 3 clusters Score -1.95041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -19504112.000000 Penalty: 5851.714355
	Iteration 115Q: 3 clusters Score -1.950411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -19504120.000000 Penalty: 5851.714355
	Iteration 116Q: 3 clusters Score -1.950412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -19504120.000000 Penalty: 5851.714355
	Iteration 117F: 3 clusters Score -1.950412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Entering Unmasked Estep 
Score: -15378950.000000 Penalty: 2866.074219
	Iteration 0F: 2 clusters Score -1.537895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -15310269.000000 Penalty: 5732.148438
	Iteration 0F: 3 clusters Score -1.531027e+07 nChanged 49479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -15338662.000000 Penalty: 5732.148438
	Iteration 1F: 3 clusters Score -1.533866e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -15339607.000000 Penalty: 5732.148438
	Iteration 2Q: 3 clusters Score -1.533961e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -15340911.000000 Penalty: 5732.148438
	Iteration 3Q: 3 clusters Score -1.534091e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -15342737.000000 Penalty: 5732.148438
	Iteration 4Q: 3 clusters Score -1.534274e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -15345526.000000 Penalty: 5732.148438
	Iteration 5F: 3 clusters Score -1.534553e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -15349656.000000 Penalty: 5732.148438
	Iteration 6F: 3 clusters Score -1.534966e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -15355532.000000 Penalty: 5732.148438
	Iteration 7F: 3 clusters Score -1.535553e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -15362217.000000 Penalty: 5732.148438
	Iteration 8F: 3 clusters Score -1.536222e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -15367833.000000 Penalty: 5732.148438
	Iteration 9F: 3 clusters Score -1.536783e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 95774 members 
Entering Unmasked Estep 
Score: -15371755.000000 Penalty: 5732.148438
	Iteration 10Q: 3 clusters Score -1.537176e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -15374179.000000 Penalty: 5732.148438
	Iteration 11Q: 3 clusters Score -1.537418e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -15375513.000000 Penalty: 5732.148438
	Iteration 12Q: 3 clusters Score -1.537551e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -15376154.000000 Penalty: 5732.148438
	Iteration 13Q: 3 clusters Score -1.537615e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -15376453.000000 Penalty: 5732.148438
	Iteration 14Q: 3 clusters Score -1.537645e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -15376614.000000 Penalty: 5732.148438
	Iteration 15Q: 3 clusters Score -1.537661e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -15376673.000000 Penalty: 5732.148438
	Iteration 16Q: 3 clusters Score -1.537667e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -15376725.000000 Penalty: 5732.148438
	Iteration 17Q: 3 clusters Score -1.537672e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -15376781.000000 Penalty: 5732.148438
	Iteration 18Q: 3 clusters Score -1.537678e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -15376830.000000 Penalty: 5732.148438
	Iteration 19Q: 3 clusters Score -1.537683e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -15376845.000000 Penalty: 5732.148438
	Iteration 20F: 3 clusters Score -1.537684e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -15376866.000000 Penalty: 5732.148438
	Iteration 21Q: 3 clusters Score -1.537687e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -15376884.000000 Penalty: 5732.148438
	Iteration 22Q: 3 clusters Score -1.537688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -15376897.000000 Penalty: 5732.148438
	Iteration 23Q: 3 clusters Score -1.53769e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -15376900.000000 Penalty: 5732.148438
	Iteration 24Q: 3 clusters Score -1.53769e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -15376918.000000 Penalty: 5732.148438
	Iteration 25Q: 3 clusters Score -1.537692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -15376940.000000 Penalty: 5732.148438
	Iteration 26Q: 3 clusters Score -1.537694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -15376949.000000 Penalty: 5732.148438
	Iteration 27Q: 3 clusters Score -1.537695e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -15376940.000000 Penalty: 5732.148438
	Iteration 28Q: 3 clusters Score -1.537694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -15376941.000000 Penalty: 5732.148438
	Iteration 29Q: 3 clusters Score -1.537694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -15376924.000000 Penalty: 5732.148438
	Iteration 30Q: 3 clusters Score -1.537692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -15376923.000000 Penalty: 5732.148438
	Iteration 31Q: 3 clusters Score -1.537692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -15376936.000000 Penalty: 5732.148438
	Iteration 32Q: 3 clusters Score -1.537694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -15376947.000000 Penalty: 5732.148438
	Iteration 33Q: 3 clusters Score -1.537695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -15376945.000000 Penalty: 5732.148438
	Iteration 34Q: 3 clusters Score -1.537694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -15376965.000000 Penalty: 5732.148438
	Iteration 35Q: 3 clusters Score -1.537696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -15376967.000000 Penalty: 5732.148438
	Iteration 36Q: 3 clusters Score -1.537697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -15376958.000000 Penalty: 5732.148438
	Iteration 37Q: 3 clusters Score -1.537696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -15376957.000000 Penalty: 5732.148438
	Iteration 38Q: 3 clusters Score -1.537696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -15376959.000000 Penalty: 5732.148438
	Iteration 39Q: 3 clusters Score -1.537696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -15376969.000000 Penalty: 5732.148438
	Iteration 40F: 3 clusters Score -1.537697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -15376967.000000 Penalty: 5732.148438
	Iteration 41Q: 3 clusters Score -1.537697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -15376959.000000 Penalty: 5732.148438
	Iteration 42Q: 3 clusters Score -1.537696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -15376968.000000 Penalty: 5732.148438
	Iteration 43Q: 3 clusters Score -1.537697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -15376973.000000 Penalty: 5732.148438
	Iteration 44Q: 3 clusters Score -1.537697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -15376962.000000 Penalty: 5732.148438
	Iteration 45Q: 3 clusters Score -1.537696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -15376960.000000 Penalty: 5732.148438
	Iteration 46Q: 3 clusters Score -1.537696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -15376957.000000 Penalty: 5732.148438
	Iteration 47Q: 3 clusters Score -1.537696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -15376953.000000 Penalty: 5732.148438
	Iteration 48Q: 3 clusters Score -1.537695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -15376959.000000 Penalty: 5732.148438
	Iteration 49Q: 3 clusters Score -1.537696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -15376963.000000 Penalty: 5732.148438
	Iteration 50Q: 3 clusters Score -1.537696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -15376958.000000 Penalty: 5732.148438
	Iteration 51Q: 3 clusters Score -1.537696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -15376964.000000 Penalty: 5732.148438
	Iteration 52Q: 3 clusters Score -1.537696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -15376967.000000 Penalty: 5732.148438
	Iteration 53Q: 3 clusters Score -1.537697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -15376972.000000 Penalty: 5732.148438
	Iteration 54Q: 3 clusters Score -1.537697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -15376972.000000 Penalty: 5732.148438
	Iteration 55Q: 3 clusters Score -1.537697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -15376970.000000 Penalty: 5732.148438
	Iteration 56Q: 3 clusters Score -1.537697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -15376959.000000 Penalty: 5732.148438
	Iteration 57Q: 3 clusters Score -1.537696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -15376955.000000 Penalty: 5732.148438
	Iteration 58Q: 3 clusters Score -1.537696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -15376951.000000 Penalty: 5732.148438
	Iteration 59Q: 3 clusters Score -1.537695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -15376942.000000 Penalty: 5732.148438
	Iteration 60F: 3 clusters Score -1.537694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -15376952.000000 Penalty: 5732.148438
	Iteration 61Q: 3 clusters Score -1.537695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -15376948.000000 Penalty: 5732.148438
	Iteration 62Q: 3 clusters Score -1.537695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -15376943.000000 Penalty: 5732.148438
	Iteration 63Q: 3 clusters Score -1.537694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -15376956.000000 Penalty: 5732.148438
	Iteration 64Q: 3 clusters Score -1.537696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -15376956.000000 Penalty: 5732.148438
	Iteration 65F: 3 clusters Score -1.537696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Entering Unmasked Estep 
Score: -5695900.000000 Penalty: 2623.927490
	Iteration 0F: 2 clusters Score -5695900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5669159.000000 Penalty: 5247.854980
	Iteration 0F: 3 clusters Score -5669159 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5679592.500000 Penalty: 5247.854980
	Iteration 1F: 3 clusters Score -5679592 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -5681094.500000 Penalty: 5247.854980
	Iteration 2F: 3 clusters Score -5681094 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5683164.500000 Penalty: 5247.854980
	Iteration 3F: 3 clusters Score -5683164 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -5685949.000000 Penalty: 5247.854980
	Iteration 4F: 3 clusters Score -5685949 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5688983.500000 Penalty: 5247.854980
	Iteration 5F: 3 clusters Score -5688984 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5691473.500000 Penalty: 5247.854980
	Iteration 6F: 3 clusters Score -5691474 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -5693001.500000 Penalty: 5247.854980
	Iteration 7Q: 3 clusters Score -5693002 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5693717.500000 Penalty: 5247.854980
	Iteration 8Q: 3 clusters Score -5693718 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5694108.500000 Penalty: 5247.854980
	Iteration 9Q: 3 clusters Score -5694108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -5694349.000000 Penalty: 5247.854980
	Iteration 10Q: 3 clusters Score -5694349 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5694521.500000 Penalty: 5247.854980
	Iteration 11Q: 3 clusters Score -5694522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5694613.000000 Penalty: 5247.854980
	Iteration 12Q: 3 clusters Score -5694613 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5694608.000000 Penalty: 5247.854980
	Iteration 13Q: 3 clusters Score -5694608 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -5694672.500000 Penalty: 5247.854980
	Iteration 14Q: 3 clusters Score -5694672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5694691.000000 Penalty: 5247.854980
	Iteration 15Q: 3 clusters Score -5694691 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5694697.000000 Penalty: 5247.854980
	Iteration 16Q: 3 clusters Score -5694697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5694712.500000 Penalty: 5247.854980
	Iteration 17Q: 3 clusters Score -5694712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5694713.000000 Penalty: 5247.854980
	Iteration 18Q: 3 clusters Score -5694713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5694718.000000 Penalty: 5247.854980
	Iteration 19Q: 3 clusters Score -5694718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5694730.500000 Penalty: 5247.854980
	Iteration 20F: 3 clusters Score -5694730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5694731.000000 Penalty: 5247.854980
	Iteration 21Q: 3 clusters Score -5694731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5694736.000000 Penalty: 5247.854980
	Iteration 22Q: 3 clusters Score -5694736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5694747.000000 Penalty: 5247.854980
	Iteration 23Q: 3 clusters Score -5694747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5694742.000000 Penalty: 5247.854980
	Iteration 24Q: 3 clusters Score -5694742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5694746.500000 Penalty: 5247.854980
	Iteration 25Q: 3 clusters Score -5694746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5694747.500000 Penalty: 5247.854980
	Iteration 26Q: 3 clusters Score -5694748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5694739.000000 Penalty: 5247.854980
	Iteration 27Q: 3 clusters Score -5694739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -5694740.000000 Penalty: 5247.854980
	Iteration 28Q: 3 clusters Score -5694740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5694735.000000 Penalty: 5247.854980
	Iteration 29Q: 3 clusters Score -5694735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -5694738.000000 Penalty: 5247.854980
	Iteration 30Q: 3 clusters Score -5694738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5694746.000000 Penalty: 5247.854980
	Iteration 31Q: 3 clusters Score -5694746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5694734.500000 Penalty: 5247.854980
	Iteration 32Q: 3 clusters Score -5694734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -5694740.500000 Penalty: 5247.854980
	Iteration 33Q: 3 clusters Score -5694740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5694737.500000 Penalty: 5247.854980
	Iteration 34Q: 3 clusters Score -5694738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -5694740.500000 Penalty: 5247.854980
	Iteration 35Q: 3 clusters Score -5694740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5694734.500000 Penalty: 5247.854980
	Iteration 36Q: 3 clusters Score -5694734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -5694742.500000 Penalty: 5247.854980
	Iteration 37Q: 3 clusters Score -5694742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5694740.500000 Penalty: 5247.854980
	Iteration 38Q: 3 clusters Score -5694740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5694736.000000 Penalty: 5247.854980
	Iteration 39Q: 3 clusters Score -5694736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5694732.500000 Penalty: 5247.854980
	Iteration 40F: 3 clusters Score -5694732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5694741.500000 Penalty: 5247.854980
	Iteration 41Q: 3 clusters Score -5694742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5694732.500000 Penalty: 5247.854980
	Iteration 42Q: 3 clusters Score -5694732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5694732.000000 Penalty: 5247.854980
	Iteration 43Q: 3 clusters Score -5694732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5694727.000000 Penalty: 5247.854980
	Iteration 44Q: 3 clusters Score -5694727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -5694731.500000 Penalty: 5247.854980
	Iteration 45Q: 3 clusters Score -5694732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5694733.000000 Penalty: 5247.854980
	Iteration 46Q: 3 clusters Score -5694733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -5694728.500000 Penalty: 5247.854980
	Iteration 47Q: 3 clusters Score -5694728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5694729.500000 Penalty: 5247.854980
	Iteration 48Q: 3 clusters Score -5694730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5694723.000000 Penalty: 5247.854980
	Iteration 49Q: 3 clusters Score -5694723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5694718.500000 Penalty: 5247.854980
	Iteration 50Q: 3 clusters Score -5694718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5694719.000000 Penalty: 5247.854980
	Iteration 51Q: 3 clusters Score -5694719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5694723.500000 Penalty: 5247.854980
	Iteration 52Q: 3 clusters Score -5694724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -5694724.500000 Penalty: 5247.854980
	Iteration 53Q: 3 clusters Score -5694724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5694732.500000 Penalty: 5247.854980
	Iteration 54Q: 3 clusters Score -5694732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5694727.500000 Penalty: 5247.854980
	Iteration 55Q: 3 clusters Score -5694728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -5694735.000000 Penalty: 5247.854980
	Iteration 56Q: 3 clusters Score -5694735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5694738.000000 Penalty: 5247.854980
	Iteration 57Q: 3 clusters Score -5694738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5694738.000000 Penalty: 5247.854980
	Iteration 58F: 3 clusters Score -5694738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 35992 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 132961 members 
Mstep: Class 19 contains 104480 members 
Mstep: Class 20 contains 39354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128895480.000000 Penalty: 88441.828125
Iteration 39Q: 27 clusters Score -1.288955e+08 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 120879 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 36343 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 17410 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 22641 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 22379 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 20229 members 
Mstep: Class 16 contains 218259 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 133465 members 
Mstep: Class 19 contains 104573 members 
Mstep: Class 20 contains 39575 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 34673 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 43162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128901936.000000 Penalty: 88441.828125
Iteration 40F: 27 clusters Score -1.289019e+08 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 120686 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 35743 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 17212 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 45347 members 
Mstep: Class 13 contains 22508 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 19420 members 
Mstep: Class 16 contains 216762 members 
Mstep: Class 17 contains 3568 members 
Mstep: Class 18 contains 133713 members 
Mstep: Class 19 contains 104565 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 35538 members 
Mstep: Class 23 contains 9538 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 5561 members 
Mstep: Class 26 contains 42714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128907136.000000 Penalty: 88441.828125
Iteration 41Q: 27 clusters Score -1.289071e+08 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 35219 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 8173 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 23079 members 
Mstep: Class 12 contains 45309 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 18966 members 
Mstep: Class 16 contains 216161 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 133862 members 
Mstep: Class 19 contains 104437 members 
Mstep: Class 20 contains 39779 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 36096 members 
Mstep: Class 23 contains 10098 members 
Mstep: Class 24 contains 5126 members 
Mstep: Class 25 contains 5601 members 
Mstep: Class 26 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128909456.000000 Penalty: 88441.828125
Iteration 42Q: 27 clusters Score -1.289095e+08 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 119822 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 34793 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 17006 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 23167 members 
Mstep: Class 12 contains 45251 members 
Mstep: Class 13 contains 22712 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 18614 members 
Mstep: Class 16 contains 215936 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 133897 members 
Mstep: Class 19 contains 104255 members 
Mstep: Class 20 contains 39855 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 36531 members 
Mstep: Class 23 contains 10432 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 41886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128910784.000000 Penalty: 88441.828125
Iteration 43Q: 27 clusters Score -1.289108e+08 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34376 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 23177 members 
Mstep: Class 12 contains 45194 members 
Mstep: Class 13 contains 22817 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 18344 members 
Mstep: Class 16 contains 215829 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 133885 members 
Mstep: Class 19 contains 104045 members 
Mstep: Class 20 contains 39954 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 36901 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 6353 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 41607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128911296.000000 Penalty: 88441.828125
Iteration 44Q: 27 clusters Score -1.289113e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 119058 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34011 members 
Mstep: Class 4 contains 2965 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 16988 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 23192 members 
Mstep: Class 12 contains 45133 members 
Mstep: Class 13 contains 22912 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 18104 members 
Mstep: Class 16 contains 215740 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 133844 members 
Mstep: Class 19 contains 103833 members 
Mstep: Class 20 contains 40043 members 
Mstep: Class 21 contains 4815 members 
Mstep: Class 22 contains 37221 members 
Mstep: Class 23 contains 10777 members 
Mstep: Class 24 contains 6951 members 
Mstep: Class 25 contains 5692 members 
Mstep: Class 26 contains 41327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128912168.000000 Penalty: 88441.828125
Iteration 45Q: 27 clusters Score -1.289122e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33675 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 23212 members 
Mstep: Class 12 contains 45090 members 
Mstep: Class 13 contains 23030 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 17885 members 
Mstep: Class 16 contains 215614 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 133782 members 
Mstep: Class 19 contains 103619 members 
Mstep: Class 20 contains 40134 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 37485 members 
Mstep: Class 23 contains 10865 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 41077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128912952.000000 Penalty: 88441.828125
Iteration 46Q: 27 clusters Score -1.28913e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33356 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 16990 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 8361 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 23226 members 
Mstep: Class 12 contains 45034 members 
Mstep: Class 13 contains 23137 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 215384 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 133822 members 
Mstep: Class 19 contains 103401 members 
Mstep: Class 20 contains 40206 members 
Mstep: Class 21 contains 5115 members 
Mstep: Class 22 contains 37708 members 
Mstep: Class 23 contains 10935 members 
Mstep: Class 24 contains 8178 members 
Mstep: Class 25 contains 5720 members 
Mstep: Class 26 contains 40842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128913832.000000 Penalty: 88441.828125
Iteration 47Q: 27 clusters Score -1.289138e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33186 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 8391 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 23234 members 
Mstep: Class 12 contains 44939 members 
Mstep: Class 13 contains 23231 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 17538 members 
Mstep: Class 16 contains 215255 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 133821 members 
Mstep: Class 19 contains 103194 members 
Mstep: Class 20 contains 40253 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 37925 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 8689 members 
Mstep: Class 25 contains 5727 members 
Mstep: Class 26 contains 40616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128914760.000000 Penalty: 88441.828125
Iteration 48Q: 27 clusters Score -1.289148e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33079 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 16962 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 8404 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 23219 members 
Mstep: Class 12 contains 44833 members 
Mstep: Class 13 contains 23316 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17387 members 
Mstep: Class 16 contains 215087 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 133797 members 
Mstep: Class 19 contains 103066 members 
Mstep: Class 20 contains 40297 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 38151 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 9106 members 
Mstep: Class 25 contains 5735 members 
Mstep: Class 26 contains 40416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128915224.000000 Penalty: 88441.828125
Iteration 49Q: 27 clusters Score -1.289152e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33065 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 23196 members 
Mstep: Class 12 contains 44734 members 
Mstep: Class 13 contains 23402 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 17244 members 
Mstep: Class 16 contains 214944 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 133823 members 
Mstep: Class 19 contains 102928 members 
Mstep: Class 20 contains 40343 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 38340 members 
Mstep: Class 23 contains 11064 members 
Mstep: Class 24 contains 9440 members 
Mstep: Class 25 contains 5745 members 
Mstep: Class 26 contains 40241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128915944.000000 Penalty: 88441.828125
Iteration 50Q: 27 clusters Score -1.289159e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33127 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 16887 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 8432 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 23163 members 
Mstep: Class 12 contains 44650 members 
Mstep: Class 13 contains 23495 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 214791 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 18 contains 133788 members 
Mstep: Class 19 contains 102773 members 
Mstep: Class 20 contains 40391 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 38533 members 
Mstep: Class 23 contains 11084 members 
Mstep: Class 24 contains 9704 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 40083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128916528.000000 Penalty: 88441.828125
Iteration 51Q: 27 clusters Score -1.289165e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 8434 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 23122 members 
Mstep: Class 12 contains 44573 members 
Mstep: Class 13 contains 23565 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 214618 members 
Mstep: Class 17 contains 4451 members 
Mstep: Class 18 contains 133782 members 
Mstep: Class 19 contains 102654 members 
Mstep: Class 20 contains 40446 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 22 contains 38697 members 
Mstep: Class 23 contains 11102 members 
Mstep: Class 24 contains 9888 members 
Mstep: Class 25 contains 5759 members 
Mstep: Class 26 contains 39968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128916648.000000 Penalty: 88441.828125
Iteration 52Q: 27 clusters Score -1.289166e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33355 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 16791 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 23081 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 23650 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16905 members 
Mstep: Class 16 contains 214472 members 
Mstep: Class 17 contains 4486 members 
Mstep: Class 18 contains 133750 members 
Mstep: Class 19 contains 102583 members 
Mstep: Class 20 contains 40473 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 38852 members 
Mstep: Class 23 contains 11103 members 
Mstep: Class 24 contains 10042 members 
Mstep: Class 25 contains 5765 members 
Mstep: Class 26 contains 39869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128916872.000000 Penalty: 88441.828125
Iteration 53Q: 27 clusters Score -1.289169e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117531 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33499 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 16758 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 23001 members 
Mstep: Class 12 contains 44442 members 
Mstep: Class 13 contains 23729 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16861 members 
Mstep: Class 16 contains 214292 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 133720 members 
Mstep: Class 19 contains 102523 members 
Mstep: Class 20 contains 40500 members 
Mstep: Class 21 contains 6148 members 
Mstep: Class 22 contains 38982 members 
Mstep: Class 23 contains 11104 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 39763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917128.000000 Penalty: 88441.828125
Iteration 54Q: 27 clusters Score -1.289171e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33594 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 16745 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 22939 members 
Mstep: Class 12 contains 44396 members 
Mstep: Class 13 contains 23809 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 16813 members 
Mstep: Class 16 contains 214167 members 
Mstep: Class 17 contains 4531 members 
Mstep: Class 18 contains 133667 members 
Mstep: Class 19 contains 102476 members 
Mstep: Class 20 contains 40532 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 39078 members 
Mstep: Class 23 contains 11104 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 5777 members 
Mstep: Class 26 contains 39660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917328.000000 Penalty: 88441.828125
Iteration 55Q: 27 clusters Score -1.289173e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33680 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 16753 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 22870 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 23879 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16768 members 
Mstep: Class 16 contains 214010 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 133637 members 
Mstep: Class 19 contains 102465 members 
Mstep: Class 20 contains 40591 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 39162 members 
Mstep: Class 23 contains 11098 members 
Mstep: Class 24 contains 10282 members 
Mstep: Class 25 contains 5783 members 
Mstep: Class 26 contains 39569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917416.000000 Penalty: 88441.828125
Iteration 56Q: 27 clusters Score -1.289174e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33773 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 16802 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 22774 members 
Mstep: Class 12 contains 44292 members 
Mstep: Class 13 contains 23983 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 213883 members 
Mstep: Class 17 contains 4607 members 
Mstep: Class 18 contains 133649 members 
Mstep: Class 19 contains 102451 members 
Mstep: Class 20 contains 40612 members 
Mstep: Class 21 contains 6575 members 
Mstep: Class 22 contains 39228 members 
Mstep: Class 23 contains 11094 members 
Mstep: Class 24 contains 10315 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 39487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917784.000000 Penalty: 88441.828125
Iteration 57Q: 27 clusters Score -1.289178e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33849 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 16837 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 8477 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 22695 members 
Mstep: Class 12 contains 44268 members 
Mstep: Class 13 contains 24091 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16713 members 
Mstep: Class 16 contains 213715 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 133656 members 
Mstep: Class 19 contains 102412 members 
Mstep: Class 20 contains 40634 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 39305 members 
Mstep: Class 23 contains 11100 members 
Mstep: Class 24 contains 10351 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 39399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917712.000000 Penalty: 88441.828125
Iteration 58Q: 27 clusters Score -1.289177e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 33940 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 16875 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 8487 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 44231 members 
Mstep: Class 13 contains 24190 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16695 members 
Mstep: Class 16 contains 213571 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 133615 members 
Mstep: Class 19 contains 102386 members 
Mstep: Class 20 contains 40697 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 39365 members 
Mstep: Class 23 contains 11102 members 
Mstep: Class 24 contains 10385 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 39338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917928.000000 Penalty: 88441.828125
Iteration 59Q: 27 clusters Score -1.289179e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 116901 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34044 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 8486 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 22519 members 
Mstep: Class 12 contains 44188 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16678 members 
Mstep: Class 16 contains 213416 members 
Mstep: Class 17 contains 4727 members 
Mstep: Class 18 contains 133548 members 
Mstep: Class 19 contains 102361 members 
Mstep: Class 20 contains 40762 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 39423 members 
Mstep: Class 23 contains 11102 members 
Mstep: Class 24 contains 10416 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 39287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128918896.000000 Penalty: 88441.828125
Iteration 60F: 27 clusters Score -1.289189e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116797 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34040 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 16959 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 22441 members 
Mstep: Class 12 contains 44142 members 
Mstep: Class 13 contains 24391 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16690 members 
Mstep: Class 16 contains 213337 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 133453 members 
Mstep: Class 19 contains 102332 members 
Mstep: Class 20 contains 40834 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 39480 members 
Mstep: Class 23 contains 11112 members 
Mstep: Class 24 contains 10534 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 39248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919000.000000 Penalty: 88441.828125
Iteration 61Q: 27 clusters Score -1.28919e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34102 members 
Mstep: Class 4 contains 2254 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 8514 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 22385 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 24491 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16689 members 
Mstep: Class 16 contains 213264 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 133359 members 
Mstep: Class 19 contains 102315 members 
Mstep: Class 20 contains 40886 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 39514 members 
Mstep: Class 23 contains 11138 members 
Mstep: Class 24 contains 10632 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 39169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919320.000000 Penalty: 88441.828125
Iteration 62Q: 27 clusters Score -1.289193e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34179 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 17032 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 44019 members 
Mstep: Class 13 contains 24578 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 16 contains 213173 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 133279 members 
Mstep: Class 19 contains 102304 members 
Mstep: Class 20 contains 40945 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 39552 members 
Mstep: Class 23 contains 11139 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 39100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919424.000000 Penalty: 88441.828125
Iteration 63Q: 27 clusters Score -1.289194e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34267 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 17074 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 43968 members 
Mstep: Class 13 contains 24674 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 213078 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 133173 members 
Mstep: Class 19 contains 102279 members 
Mstep: Class 20 contains 41005 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 39602 members 
Mstep: Class 23 contains 11140 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 39045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919592.000000 Penalty: 88441.828125
Iteration 64Q: 27 clusters Score -1.289196e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34334 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17122 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 8549 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 22187 members 
Mstep: Class 12 contains 43929 members 
Mstep: Class 13 contains 24795 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16747 members 
Mstep: Class 16 contains 212985 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 18 contains 133086 members 
Mstep: Class 19 contains 102255 members 
Mstep: Class 20 contains 41075 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 39629 members 
Mstep: Class 23 contains 11145 members 
Mstep: Class 24 contains 10797 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 38995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919816.000000 Penalty: 88441.828125
Iteration 65Q: 27 clusters Score -1.289198e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34420 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17172 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 8554 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 22114 members 
Mstep: Class 12 contains 43876 members 
Mstep: Class 13 contains 24901 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 212900 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 132974 members 
Mstep: Class 19 contains 102266 members 
Mstep: Class 20 contains 41134 members 
Mstep: Class 21 contains 7147 members 
Mstep: Class 22 contains 39649 members 
Mstep: Class 23 contains 11153 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 38934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919888.000000 Penalty: 88441.828125
Iteration 66Q: 27 clusters Score -1.289199e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34513 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 8565 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 22055 members 
Mstep: Class 12 contains 43836 members 
Mstep: Class 13 contains 24994 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 212828 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 132875 members 
Mstep: Class 19 contains 102276 members 
Mstep: Class 20 contains 41171 members 
Mstep: Class 21 contains 7165 members 
Mstep: Class 22 contains 39678 members 
Mstep: Class 23 contains 11157 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 38875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920296.000000 Penalty: 88441.828125
Iteration 67Q: 27 clusters Score -1.289203e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34611 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 22001 members 
Mstep: Class 12 contains 43785 members 
Mstep: Class 13 contains 25088 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16813 members 
Mstep: Class 16 contains 212760 members 
Mstep: Class 17 contains 4872 members 
Mstep: Class 18 contains 132780 members 
Mstep: Class 19 contains 102270 members 
Mstep: Class 20 contains 41217 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 39708 members 
Mstep: Class 23 contains 11161 members 
Mstep: Class 24 contains 10926 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 38820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920296.000000 Penalty: 88441.828125
Iteration 68Q: 27 clusters Score -1.289203e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34705 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21962 members 
Mstep: Class 12 contains 43746 members 
Mstep: Class 13 contains 25182 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16830 members 
Mstep: Class 16 contains 212711 members 
Mstep: Class 17 contains 4875 members 
Mstep: Class 18 contains 132681 members 
Mstep: Class 19 contains 102249 members 
Mstep: Class 20 contains 41268 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 39738 members 
Mstep: Class 23 contains 11165 members 
Mstep: Class 24 contains 10944 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 38776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920272.000000 Penalty: 88441.828125
Iteration 69Q: 27 clusters Score -1.289203e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34781 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 8594 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21915 members 
Mstep: Class 12 contains 43716 members 
Mstep: Class 13 contains 25288 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 212654 members 
Mstep: Class 17 contains 4879 members 
Mstep: Class 18 contains 132590 members 
Mstep: Class 19 contains 102252 members 
Mstep: Class 20 contains 41327 members 
Mstep: Class 21 contains 7207 members 
Mstep: Class 22 contains 39764 members 
Mstep: Class 23 contains 11166 members 
Mstep: Class 24 contains 10950 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 38738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920408.000000 Penalty: 88441.828125
Iteration 70Q: 27 clusters Score -1.289204e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34833 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 17360 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21863 members 
Mstep: Class 12 contains 43673 members 
Mstep: Class 13 contains 25393 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 212630 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 132512 members 
Mstep: Class 19 contains 102250 members 
Mstep: Class 20 contains 41369 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 39776 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 10962 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920760.000000 Penalty: 88441.828125
Iteration 71Q: 27 clusters Score -1.289208e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34881 members 
Mstep: Class 4 contains 2053 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21797 members 
Mstep: Class 12 contains 43638 members 
Mstep: Class 13 contains 25528 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 212591 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 18 contains 132429 members 
Mstep: Class 19 contains 102242 members 
Mstep: Class 20 contains 41402 members 
Mstep: Class 21 contains 7243 members 
Mstep: Class 22 contains 39791 members 
Mstep: Class 23 contains 11166 members 
Mstep: Class 24 contains 10973 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 38644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920752.000000 Penalty: 88441.828125
Iteration 72Q: 27 clusters Score -1.289208e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34930 members 
Mstep: Class 4 contains 2053 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 17480 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21731 members 
Mstep: Class 12 contains 43607 members 
Mstep: Class 13 contains 25649 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 212483 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 132342 members 
Mstep: Class 19 contains 102248 members 
Mstep: Class 20 contains 41447 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 39812 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 38611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921000.000000 Penalty: 88441.828125
Iteration 73Q: 27 clusters Score -1.28921e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 34980 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 17556 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 8625 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21654 members 
Mstep: Class 12 contains 43565 members 
Mstep: Class 13 contains 25769 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16922 members 
Mstep: Class 16 contains 212410 members 
Mstep: Class 17 contains 4906 members 
Mstep: Class 18 contains 132262 members 
Mstep: Class 19 contains 102236 members 
Mstep: Class 20 contains 41511 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 39817 members 
Mstep: Class 23 contains 11164 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 38584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921016.000000 Penalty: 88441.828125
Iteration 74Q: 27 clusters Score -1.28921e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115791 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 35018 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 17624 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 8632 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 21584 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 25877 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 212372 members 
Mstep: Class 17 contains 4913 members 
Mstep: Class 18 contains 132172 members 
Mstep: Class 19 contains 102206 members 
Mstep: Class 20 contains 41577 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 39827 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 10999 members 
Mstep: Class 25 contains 5819 members 
Mstep: Class 26 contains 38557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921240.000000 Penalty: 88441.828125
Iteration 75Q: 27 clusters Score -1.289212e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 35054 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 43486 members 
Mstep: Class 13 contains 25987 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 212322 members 
Mstep: Class 17 contains 4921 members 
Mstep: Class 18 contains 132071 members 
Mstep: Class 19 contains 102166 members 
Mstep: Class 20 contains 41639 members 
Mstep: Class 21 contains 7286 members 
Mstep: Class 22 contains 39836 members 
Mstep: Class 23 contains 11162 members 
Mstep: Class 24 contains 11009 members 
Mstep: Class 25 contains 5819 members 
Mstep: Class 26 contains 38536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921208.000000 Penalty: 88441.828125
Iteration 76Q: 27 clusters Score -1.289212e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 35096 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 17769 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 8644 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21429 members 
Mstep: Class 12 contains 43446 members 
Mstep: Class 13 contains 26116 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 16 contains 212277 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131944 members 
Mstep: Class 19 contains 102134 members 
Mstep: Class 20 contains 41702 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 39844 members 
Mstep: Class 23 contains 11162 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 38519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921136.000000 Penalty: 88441.828125
Iteration 77Q: 27 clusters Score -1.289211e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 35138 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 17847 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 8653 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 21354 members 
Mstep: Class 12 contains 43409 members 
Mstep: Class 13 contains 26235 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 212253 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 131797 members 
Mstep: Class 19 contains 102130 members 
Mstep: Class 20 contains 41771 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 39852 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 38498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128921232.000000 Penalty: 88441.828125
Iteration 78Q: 27 clusters Score -1.289212e+08 nChanged 1015
Entering ConstructFrom: 
Score: -128921232.000000 Penalty: 88441.828125
Entering ConstructFrom: 
Trying to split cluster 1 (115702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Entering Unmasked Estep 
Score: -17005580.000000 Penalty: 2891.375732
	Iteration 0F: 2 clusters Score -1.700558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -16929554.000000 Penalty: 5782.751465
	Iteration 0F: 3 clusters Score -1.692955e+07 nChanged 54966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -16961856.000000 Penalty: 5782.751465
	Iteration 1F: 3 clusters Score -1.696186e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -16963972.000000 Penalty: 5782.751465
	Iteration 2Q: 3 clusters Score -1.696397e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -16966984.000000 Penalty: 5782.751465
	Iteration 3F: 3 clusters Score -1.696698e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -16972166.000000 Penalty: 5782.751465
	Iteration 4F: 3 clusters Score -1.697217e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -16979074.000000 Penalty: 5782.751465
	Iteration 5F: 3 clusters Score -1.697907e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -16986516.000000 Penalty: 5782.751465
	Iteration 6F: 3 clusters Score -1.698652e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -16992756.000000 Penalty: 5782.751465
	Iteration 7F: 3 clusters Score -1.699276e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -16996542.000000 Penalty: 5782.751465
	Iteration 8Q: 3 clusters Score -1.699654e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -16998914.000000 Penalty: 5782.751465
	Iteration 9Q: 3 clusters Score -1.699891e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -17000462.000000 Penalty: 5782.751465
	Iteration 10Q: 3 clusters Score -1.700046e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -17001474.000000 Penalty: 5782.751465
	Iteration 11Q: 3 clusters Score -1.700147e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 108832 members 
Entering Unmasked Estep 
Score: -17002208.000000 Penalty: 5782.751465
	Iteration 12Q: 3 clusters Score -1.700221e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -17002676.000000 Penalty: 5782.751465
	Iteration 13Q: 3 clusters Score -1.700268e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -17003042.000000 Penalty: 5782.751465
	Iteration 14Q: 3 clusters Score -1.700304e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -17003304.000000 Penalty: 5782.751465
	Iteration 15Q: 3 clusters Score -1.70033e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 112112 members 
Entering Unmasked Estep 
Score: -17003500.000000 Penalty: 5782.751465
	Iteration 16Q: 3 clusters Score -1.70035e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -17003576.000000 Penalty: 5782.751465
	Iteration 17Q: 3 clusters Score -1.700358e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -17003674.000000 Penalty: 5782.751465
	Iteration 18Q: 3 clusters Score -1.700367e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -17003774.000000 Penalty: 5782.751465
	Iteration 19Q: 3 clusters Score -1.700377e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -17003870.000000 Penalty: 5782.751465
	Iteration 20F: 3 clusters Score -1.700387e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -17003850.000000 Penalty: 5782.751465
	Iteration 21Q: 3 clusters Score -1.700385e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -17003852.000000 Penalty: 5782.751465
	Iteration 22Q: 3 clusters Score -1.700385e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -17003894.000000 Penalty: 5782.751465
	Iteration 23Q: 3 clusters Score -1.700389e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -17003892.000000 Penalty: 5782.751465
	Iteration 24Q: 3 clusters Score -1.700389e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -17003918.000000 Penalty: 5782.751465
	Iteration 25Q: 3 clusters Score -1.700392e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
Score: -17003948.000000 Penalty: 5782.751465
	Iteration 26Q: 3 clusters Score -1.700395e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -17003968.000000 Penalty: 5782.751465
	Iteration 27Q: 3 clusters Score -1.700397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 114125 members 
Entering Unmasked Estep 
Score: -17003964.000000 Penalty: 5782.751465
	Iteration 28Q: 3 clusters Score -1.700396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -17003972.000000 Penalty: 5782.751465
	Iteration 29Q: 3 clusters Score -1.700397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -17003998.000000 Penalty: 5782.751465
	Iteration 30Q: 3 clusters Score -1.7004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -17004002.000000 Penalty: 5782.751465
	Iteration 31Q: 3 clusters Score -1.7004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -17003994.000000 Penalty: 5782.751465
	Iteration 32Q: 3 clusters Score -1.700399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 114233 members 
Entering Unmasked Estep 
Score: -17003952.000000 Penalty: 5782.751465
	Iteration 33Q: 3 clusters Score -1.700395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -17003970.000000 Penalty: 5782.751465
	Iteration 34Q: 3 clusters Score -1.700397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -17003996.000000 Penalty: 5782.751465
	Iteration 35Q: 3 clusters Score -1.7004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -17004000.000000 Penalty: 5782.751465
	Iteration 36Q: 3 clusters Score -1.7004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -17004008.000000 Penalty: 5782.751465
	Iteration 37Q: 3 clusters Score -1.700401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -17004000.000000 Penalty: 5782.751465
	Iteration 38Q: 3 clusters Score -1.7004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -17004014.000000 Penalty: 5782.751465
	Iteration 39Q: 3 clusters Score -1.700401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -17004016.000000 Penalty: 5782.751465
	Iteration 40F: 3 clusters Score -1.700402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -17004012.000000 Penalty: 5782.751465
	Iteration 41Q: 3 clusters Score -1.700401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 42Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 43Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 44Q: 3 clusters Score -1.700402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -17004026.000000 Penalty: 5782.751465
	Iteration 45Q: 3 clusters Score -1.700403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 114289 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 46Q: 3 clusters Score -1.700402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -17004026.000000 Penalty: 5782.751465
	Iteration 47Q: 3 clusters Score -1.700403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 48Q: 3 clusters Score -1.700402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -17004024.000000 Penalty: 5782.751465
	Iteration 49Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -17004024.000000 Penalty: 5782.751465
	Iteration 50Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -17004030.000000 Penalty: 5782.751465
	Iteration 51Q: 3 clusters Score -1.700403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -17004028.000000 Penalty: 5782.751465
	Iteration 52Q: 3 clusters Score -1.700403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -17004024.000000 Penalty: 5782.751465
	Iteration 53Q: 3 clusters Score -1.700402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 54Q: 3 clusters Score -1.700402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 114319 members 
Entering Unmasked Estep 
Score: -17004028.000000 Penalty: 5782.751465
	Iteration 55Q: 3 clusters Score -1.700403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -17004024.000000 Penalty: 5782.751465
	Iteration 56Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -17004028.000000 Penalty: 5782.751465
	Iteration 57Q: 3 clusters Score -1.700403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -17004020.000000 Penalty: 5782.751465
	Iteration 58Q: 3 clusters Score -1.700402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -17004022.000000 Penalty: 5782.751465
	Iteration 59Q: 3 clusters Score -1.700402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -17004014.000000 Penalty: 5782.751465
	Iteration 60F: 3 clusters Score -1.700401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -17004018.000000 Penalty: 5782.751465
	Iteration 61Q: 3 clusters Score -1.700402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -17004014.000000 Penalty: 5782.751465
	Iteration 62Q: 3 clusters Score -1.700401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -17004010.000000 Penalty: 5782.751465
	Iteration 63Q: 3 clusters Score -1.700401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -17004024.000000 Penalty: 5782.751465
	Iteration 64Q: 3 clusters Score -1.700402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 114373 members 
Entering Unmasked Estep 
Score: -17004032.000000 Penalty: 5782.751465
	Iteration 65Q: 3 clusters Score -1.700403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -17004040.000000 Penalty: 5782.751465
	Iteration 66Q: 3 clusters Score -1.700404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -17004048.000000 Penalty: 5782.751465
	Iteration 67Q: 3 clusters Score -1.700405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -17004052.000000 Penalty: 5782.751465
	Iteration 68Q: 3 clusters Score -1.700405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -17004048.000000 Penalty: 5782.751465
	Iteration 69Q: 3 clusters Score -1.700405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -17004054.000000 Penalty: 5782.751465
	Iteration 70Q: 3 clusters Score -1.700405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -17004048.000000 Penalty: 5782.751465
	Iteration 71Q: 3 clusters Score -1.700405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -17004060.000000 Penalty: 5782.751465
	Iteration 72Q: 3 clusters Score -1.700406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -17004050.000000 Penalty: 5782.751465
	Iteration 73Q: 3 clusters Score -1.700405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -17004040.000000 Penalty: 5782.751465
	Iteration 74Q: 3 clusters Score -1.700404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -17004054.000000 Penalty: 5782.751465
	Iteration 75Q: 3 clusters Score -1.700405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -17004052.000000 Penalty: 5782.751465
	Iteration 76Q: 3 clusters Score -1.700405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -17004066.000000 Penalty: 5782.751465
	Iteration 77Q: 3 clusters Score -1.700407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -17004060.000000 Penalty: 5782.751465
	Iteration 78Q: 3 clusters Score -1.700406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -17004060.000000 Penalty: 5782.751465
	Iteration 79Q: 3 clusters Score -1.700406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -17004056.000000 Penalty: 5782.751465
	Iteration 80F: 3 clusters Score -1.700406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -17004056.000000 Penalty: 5782.751465
	Iteration 81Q: 3 clusters Score -1.700406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 114396 members 
Entering Unmasked Estep 
Score: -17004066.000000 Penalty: 5782.751465
	Iteration 82Q: 3 clusters Score -1.700407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -17004070.000000 Penalty: 5782.751465
	Iteration 83Q: 3 clusters Score -1.700407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -17004068.000000 Penalty: 5782.751465
	Iteration 84Q: 3 clusters Score -1.700407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -17004072.000000 Penalty: 5782.751465
	Iteration 85Q: 3 clusters Score -1.700407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -17004074.000000 Penalty: 5782.751465
	Iteration 86Q: 3 clusters Score -1.700407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -17004062.000000 Penalty: 5782.751465
	Iteration 87Q: 3 clusters Score -1.700406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -17004066.000000 Penalty: 5782.751465
	Iteration 88Q: 3 clusters Score -1.700407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -17004064.000000 Penalty: 5782.751465
	Iteration 89Q: 3 clusters Score -1.700406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -17004070.000000 Penalty: 5782.751465
	Iteration 90Q: 3 clusters Score -1.700407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -17004068.000000 Penalty: 5782.751465
	Iteration 91Q: 3 clusters Score -1.700407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -17004070.000000 Penalty: 5782.751465
	Iteration 92Q: 3 clusters Score -1.700407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -17004064.000000 Penalty: 5782.751465
	Iteration 93Q: 3 clusters Score -1.700406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -17004070.000000 Penalty: 5782.751465
	Iteration 94Q: 3 clusters Score -1.700407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -17004086.000000 Penalty: 5782.751465
	Iteration 95Q: 3 clusters Score -1.700409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -17004078.000000 Penalty: 5782.751465
	Iteration 96Q: 3 clusters Score -1.700408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -17004084.000000 Penalty: 5782.751465
	Iteration 97Q: 3 clusters Score -1.700408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -17004086.000000 Penalty: 5782.751465
	Iteration 98Q: 3 clusters Score -1.700409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -17004086.000000 Penalty: 5782.751465
	Iteration 99Q: 3 clusters Score -1.700409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 114407 members 
Entering Unmasked Estep 
Score: -17004080.000000 Penalty: 5782.751465
	Iteration 100F: 3 clusters Score -1.700408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -17004084.000000 Penalty: 5782.751465
	Iteration 101Q: 3 clusters Score -1.700408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -17004084.000000 Penalty: 5782.751465
	Iteration 102F: 3 clusters Score -1.700408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -132606.187500 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -132606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130805.117188 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -130805.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132502.359375 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -132502.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133658.593750 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -133658.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -134338.656250 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -134338.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -134816.625000 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -134816.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -135152.734375 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -135152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135283.265625 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -135283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -135333.187500 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -135333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -135366.656250 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -135366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -135380.781250 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -135380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -135383.265625 Penalty: 3485.107666
	Iteration 10F: 3 clusters Score -135383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -135384.937500 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -135384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -135387.640625 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -135387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -135387.640625 Penalty: 3485.107666
	Iteration 13F: 3 clusters Score -135387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 212219 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131624 members 
Mstep: Class 19 contains 102090 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 11170 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 38475 members 
Mstep: Class 27 contains 221 members 
Entering Unmasked Estep 
Score: -128922016.000000 Penalty: 91843.437500
Splitting cluster 2 changes total score from -128921232.000000 to -128922016.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (35187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Entering Unmasked Estep 
Score: -4892690.000000 Penalty: 2596.171143
	Iteration 0F: 2 clusters Score -4892690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4868804.000000 Penalty: 5192.342285
	Iteration 0F: 3 clusters Score -4868804 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4877365.000000 Penalty: 5192.342285
	Iteration 1F: 3 clusters Score -4877365 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4877851.500000 Penalty: 5192.342285
	Iteration 2Q: 3 clusters Score -4877852 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4878312.500000 Penalty: 5192.342285
	Iteration 3Q: 3 clusters Score -4878312 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4878791.500000 Penalty: 5192.342285
	Iteration 4Q: 3 clusters Score -4878792 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4879306.000000 Penalty: 5192.342285
	Iteration 5Q: 3 clusters Score -4879306 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4879855.000000 Penalty: 5192.342285
	Iteration 6Q: 3 clusters Score -4879855 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4880541.000000 Penalty: 5192.342285
	Iteration 7Q: 3 clusters Score -4880541 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4881346.000000 Penalty: 5192.342285
	Iteration 8Q: 3 clusters Score -4881346 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4882366.500000 Penalty: 5192.342285
	Iteration 9F: 3 clusters Score -4882366 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4883498.000000 Penalty: 5192.342285
	Iteration 10F: 3 clusters Score -4883498 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4884792.000000 Penalty: 5192.342285
	Iteration 11F: 3 clusters Score -4884792 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4886231.500000 Penalty: 5192.342285
	Iteration 12F: 3 clusters Score -4886232 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4887641.500000 Penalty: 5192.342285
	Iteration 13Q: 3 clusters Score -4887642 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4888825.500000 Penalty: 5192.342285
	Iteration 14Q: 3 clusters Score -4888826 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4889607.500000 Penalty: 5192.342285
	Iteration 15Q: 3 clusters Score -4889608 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4889992.000000 Penalty: 5192.342285
	Iteration 16Q: 3 clusters Score -4889992 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4890173.000000 Penalty: 5192.342285
	Iteration 17Q: 3 clusters Score -4890173 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4890274.500000 Penalty: 5192.342285
	Iteration 18Q: 3 clusters Score -4890274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4890342.000000 Penalty: 5192.342285
	Iteration 19Q: 3 clusters Score -4890342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4890380.500000 Penalty: 5192.342285
	Iteration 20F: 3 clusters Score -4890380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4890407.000000 Penalty: 5192.342285
	Iteration 21Q: 3 clusters Score -4890407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4890427.000000 Penalty: 5192.342285
	Iteration 22Q: 3 clusters Score -4890427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4890450.000000 Penalty: 5192.342285
	Iteration 23Q: 3 clusters Score -4890450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4890483.500000 Penalty: 5192.342285
	Iteration 24Q: 3 clusters Score -4890484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4890499.000000 Penalty: 5192.342285
	Iteration 25Q: 3 clusters Score -4890499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4890502.000000 Penalty: 5192.342285
	Iteration 26Q: 3 clusters Score -4890502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4890506.500000 Penalty: 5192.342285
	Iteration 27Q: 3 clusters Score -4890506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4890505.500000 Penalty: 5192.342285
	Iteration 28Q: 3 clusters Score -4890506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4890506.500000 Penalty: 5192.342285
	Iteration 29Q: 3 clusters Score -4890506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4890506.500000 Penalty: 5192.342285
	Iteration 30F: 3 clusters Score -4890506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -287349.125000 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -287349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -284728.625000 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -284728.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285206.281250 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -285206.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285314.968750 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -285315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -285373.562500 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -285373.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285413.750000 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -285413.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285439.906250 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -285439.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -285457.750000 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -285457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -285477.656250 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -285477.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285498.125000 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -285498.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -285523.562500 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -285523.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285545.968750 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -285546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285561.875000 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -285561.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285578.687500 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -285578.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285598.000000 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -285598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -285615.781250 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -285615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -285626.156250 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -285626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285644.031250 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -285644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -285662.593750 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -285662.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285678.062500 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -285678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -285696.531250 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -285696.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285713.625000 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -285713.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285734.156250 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -285734.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285754.593750 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -285754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285779.281250 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -285779.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -285822.843750 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -285822.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -285879.718750 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -285879.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285938.937500 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -285938.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -285997.468750 Penalty: 3774.982910
	Iteration 27Q: 3 clusters Score -285997.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286051.281250 Penalty: 3774.982910
	Iteration 28Q: 3 clusters Score -286051.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -286102.218750 Penalty: 3774.982910
	Iteration 29Q: 3 clusters Score -286102.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -286153.968750 Penalty: 3774.982910
	Iteration 30Q: 3 clusters Score -286154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -286189.625000 Penalty: 3774.982910
	Iteration 31Q: 3 clusters Score -286189.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -286208.625000 Penalty: 3774.982910
	Iteration 32Q: 3 clusters Score -286208.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286223.812500 Penalty: 3774.982910
	Iteration 33Q: 3 clusters Score -286223.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286237.031250 Penalty: 3774.982910
	Iteration 34Q: 3 clusters Score -286237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -286248.250000 Penalty: 3774.982910
	Iteration 35Q: 3 clusters Score -286248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286256.843750 Penalty: 3774.982910
	Iteration 36Q: 3 clusters Score -286256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286262.312500 Penalty: 3774.982910
	Iteration 37Q: 3 clusters Score -286262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286266.875000 Penalty: 3774.982910
	Iteration 38Q: 3 clusters Score -286266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -286268.250000 Penalty: 3774.982910
	Iteration 39Q: 3 clusters Score -286268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -286270.812500 Penalty: 3774.982910
	Iteration 40F: 3 clusters Score -286270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -286275.062500 Penalty: 3774.982910
	Iteration 41Q: 3 clusters Score -286275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286277.843750 Penalty: 3774.982910
	Iteration 42Q: 3 clusters Score -286277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -286287.937500 Penalty: 3774.982910
	Iteration 43Q: 3 clusters Score -286287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286296.468750 Penalty: 3774.982910
	Iteration 44Q: 3 clusters Score -286296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286304.062500 Penalty: 3774.982910
	Iteration 45Q: 3 clusters Score -286304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286315.906250 Penalty: 3774.982910
	Iteration 46Q: 3 clusters Score -286315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286330.500000 Penalty: 3774.982910
	Iteration 47Q: 3 clusters Score -286330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -286341.281250 Penalty: 3774.982910
	Iteration 48Q: 3 clusters Score -286341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -286350.281250 Penalty: 3774.982910
	Iteration 49Q: 3 clusters Score -286350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286356.437500 Penalty: 3774.982910
	Iteration 50Q: 3 clusters Score -286356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286365.156250 Penalty: 3774.982910
	Iteration 51Q: 3 clusters Score -286365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286371.375000 Penalty: 3774.982910
	Iteration 52Q: 3 clusters Score -286371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -286375.562500 Penalty: 3774.982910
	Iteration 53Q: 3 clusters Score -286375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286383.687500 Penalty: 3774.982910
	Iteration 54Q: 3 clusters Score -286383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -286388.937500 Penalty: 3774.982910
	Iteration 55Q: 3 clusters Score -286388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286395.000000 Penalty: 3774.982910
	Iteration 56Q: 3 clusters Score -286395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -286400.156250 Penalty: 3774.982910
	Iteration 57Q: 3 clusters Score -286400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -286403.531250 Penalty: 3774.982910
	Iteration 58Q: 3 clusters Score -286403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -286407.875000 Penalty: 3774.982910
	Iteration 59Q: 3 clusters Score -286407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -286414.218750 Penalty: 3774.982910
	Iteration 60F: 3 clusters Score -286414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -286417.250000 Penalty: 3774.982910
	Iteration 61Q: 3 clusters Score -286417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286423.937500 Penalty: 3774.982910
	Iteration 62Q: 3 clusters Score -286423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -286428.281250 Penalty: 3774.982910
	Iteration 63Q: 3 clusters Score -286428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286436.312500 Penalty: 3774.982910
	Iteration 64Q: 3 clusters Score -286436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286444.937500 Penalty: 3774.982910
	Iteration 65Q: 3 clusters Score -286444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286449.593750 Penalty: 3774.982910
	Iteration 66Q: 3 clusters Score -286449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286454.875000 Penalty: 3774.982910
	Iteration 67Q: 3 clusters Score -286454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286455.968750 Penalty: 3774.982910
	Iteration 68Q: 3 clusters Score -286456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286455.968750 Penalty: 3774.982910
	Iteration 69F: 3 clusters Score -286456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -343022.375000 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -343022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -339986.812500 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -339986.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -340625.093750 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -340625.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -340800.406250 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -340800.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -340917.843750 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -340917.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -341023.250000 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -341023.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -341196.781250 Penalty: 3905.870605
	Iteration 5F: 3 clusters Score -341196.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -341484.968750 Penalty: 3905.870605
	Iteration 6F: 3 clusters Score -341485 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -341831.343750 Penalty: 3905.870605
	Iteration 7F: 3 clusters Score -341831.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -342170.625000 Penalty: 3905.870605
	Iteration 8F: 3 clusters Score -342170.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -342414.375000 Penalty: 3905.870605
	Iteration 9F: 3 clusters Score -342414.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -342627.218750 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -342627.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -342773.281250 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -342773.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -342881.062500 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -342881.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -342985.062500 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -342985.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -343092.312500 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -343092.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -343154.656250 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -343154.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -343181.687500 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -343181.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -343196.718750 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -343196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -343202.093750 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -343202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -343208.906250 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -343208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343212.125000 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -343212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -343218.343750 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -343218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -343218.281250 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -343218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -343219.031250 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -343219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -343220.093750 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -343220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -343220.093750 Penalty: 3905.870605
	Iteration 25F: 3 clusters Score -343220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 212219 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131624 members 
Mstep: Class 19 contains 102090 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 11170 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 38475 members 
Mstep: Class 27 contains 221 members 
Mstep: Class 28 contains 1336 members 
Entering Unmasked Estep 
Score: -128920784.000000 Penalty: 95245.046875
Splitting cluster 5 changes total score from -128921232.000000 to -128920784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Entering Unmasked Estep 
Score: -2584587.000000 Penalty: 2428.720215
	Iteration 0F: 2 clusters Score -2584587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2571829.250000 Penalty: 4857.440430
	Iteration 0F: 3 clusters Score -2571829 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2576051.750000 Penalty: 4857.440430
	Iteration 1F: 3 clusters Score -2576052 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2576425.500000 Penalty: 4857.440430
	Iteration 2F: 3 clusters Score -2576426 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2576729.000000 Penalty: 4857.440430
	Iteration 3Q: 3 clusters Score -2576729 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2576963.500000 Penalty: 4857.440430
	Iteration 4Q: 3 clusters Score -2576964 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2577203.000000 Penalty: 4857.440430
	Iteration 5Q: 3 clusters Score -2577203 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2577503.250000 Penalty: 4857.440430
	Iteration 6Q: 3 clusters Score -2577503 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2577885.750000 Penalty: 4857.440430
	Iteration 7Q: 3 clusters Score -2577886 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2578339.250000 Penalty: 4857.440430
	Iteration 8Q: 3 clusters Score -2578339 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2578850.000000 Penalty: 4857.440430
	Iteration 9Q: 3 clusters Score -2578850 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2579347.750000 Penalty: 4857.440430
	Iteration 10Q: 3 clusters Score -2579348 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2579784.000000 Penalty: 4857.440430
	Iteration 11Q: 3 clusters Score -2579784 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2580118.250000 Penalty: 4857.440430
	Iteration 12Q: 3 clusters Score -2580118 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2580325.500000 Penalty: 4857.440430
	Iteration 13Q: 3 clusters Score -2580326 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2580455.250000 Penalty: 4857.440430
	Iteration 14Q: 3 clusters Score -2580455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2580552.500000 Penalty: 4857.440430
	Iteration 15Q: 3 clusters Score -2580552 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2580632.250000 Penalty: 4857.440430
	Iteration 16Q: 3 clusters Score -2580632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2580667.250000 Penalty: 4857.440430
	Iteration 17Q: 3 clusters Score -2580667 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2580698.000000 Penalty: 4857.440430
	Iteration 18Q: 3 clusters Score -2580698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2580728.000000 Penalty: 4857.440430
	Iteration 19Q: 3 clusters Score -2580728 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2580753.750000 Penalty: 4857.440430
	Iteration 20F: 3 clusters Score -2580754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2580764.000000 Penalty: 4857.440430
	Iteration 21Q: 3 clusters Score -2580764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2580761.500000 Penalty: 4857.440430
	Iteration 22Q: 3 clusters Score -2580762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2580778.750000 Penalty: 4857.440430
	Iteration 23Q: 3 clusters Score -2580779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2580795.750000 Penalty: 4857.440430
	Iteration 24Q: 3 clusters Score -2580796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2580811.000000 Penalty: 4857.440430
	Iteration 25Q: 3 clusters Score -2580811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2580825.500000 Penalty: 4857.440430
	Iteration 26Q: 3 clusters Score -2580826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2580826.000000 Penalty: 4857.440430
	Iteration 27Q: 3 clusters Score -2580826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2580844.750000 Penalty: 4857.440430
	Iteration 28Q: 3 clusters Score -2580845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2580861.750000 Penalty: 4857.440430
	Iteration 29Q: 3 clusters Score -2580862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2580872.250000 Penalty: 4857.440430
	Iteration 30Q: 3 clusters Score -2580872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2580892.000000 Penalty: 4857.440430
	Iteration 31Q: 3 clusters Score -2580892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2580898.250000 Penalty: 4857.440430
	Iteration 32Q: 3 clusters Score -2580898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2580917.000000 Penalty: 4857.440430
	Iteration 33Q: 3 clusters Score -2580917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2580923.250000 Penalty: 4857.440430
	Iteration 34Q: 3 clusters Score -2580923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2580938.250000 Penalty: 4857.440430
	Iteration 35Q: 3 clusters Score -2580938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2580945.000000 Penalty: 4857.440430
	Iteration 36Q: 3 clusters Score -2580945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2580949.250000 Penalty: 4857.440430
	Iteration 37Q: 3 clusters Score -2580949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2580963.000000 Penalty: 4857.440430
	Iteration 38Q: 3 clusters Score -2580963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2580967.750000 Penalty: 4857.440430
	Iteration 39Q: 3 clusters Score -2580968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2580973.000000 Penalty: 4857.440430
	Iteration 40F: 3 clusters Score -2580973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2580975.500000 Penalty: 4857.440430
	Iteration 41Q: 3 clusters Score -2580976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2580981.500000 Penalty: 4857.440430
	Iteration 42Q: 3 clusters Score -2580982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2580985.250000 Penalty: 4857.440430
	Iteration 43Q: 3 clusters Score -2580985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2580985.500000 Penalty: 4857.440430
	Iteration 44Q: 3 clusters Score -2580986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2580996.750000 Penalty: 4857.440430
	Iteration 45Q: 3 clusters Score -2580997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2580997.250000 Penalty: 4857.440430
	Iteration 46Q: 3 clusters Score -2580997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2580994.000000 Penalty: 4857.440430
	Iteration 47Q: 3 clusters Score -2580994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2580997.750000 Penalty: 4857.440430
	Iteration 48Q: 3 clusters Score -2580998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2581004.250000 Penalty: 4857.440430
	Iteration 49Q: 3 clusters Score -2581004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2581011.750000 Penalty: 4857.440430
	Iteration 50Q: 3 clusters Score -2581012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2581018.500000 Penalty: 4857.440430
	Iteration 51Q: 3 clusters Score -2581018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2581021.750000 Penalty: 4857.440430
	Iteration 52Q: 3 clusters Score -2581022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2581024.250000 Penalty: 4857.440430
	Iteration 53Q: 3 clusters Score -2581024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2581016.000000 Penalty: 4857.440430
	Iteration 54Q: 3 clusters Score -2581016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2581019.500000 Penalty: 4857.440430
	Iteration 55Q: 3 clusters Score -2581020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2581022.000000 Penalty: 4857.440430
	Iteration 56Q: 3 clusters Score -2581022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2581023.750000 Penalty: 4857.440430
	Iteration 57Q: 3 clusters Score -2581024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2581027.750000 Penalty: 4857.440430
	Iteration 58Q: 3 clusters Score -2581028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2581029.250000 Penalty: 4857.440430
	Iteration 59Q: 3 clusters Score -2581029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2581034.250000 Penalty: 4857.440430
	Iteration 60F: 3 clusters Score -2581034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2581026.250000 Penalty: 4857.440430
	Iteration 61Q: 3 clusters Score -2581026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2581029.750000 Penalty: 4857.440430
	Iteration 62Q: 3 clusters Score -2581030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2581031.000000 Penalty: 4857.440430
	Iteration 63Q: 3 clusters Score -2581031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2581036.000000 Penalty: 4857.440430
	Iteration 64Q: 3 clusters Score -2581036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2581041.500000 Penalty: 4857.440430
	Iteration 65Q: 3 clusters Score -2581042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2581040.250000 Penalty: 4857.440430
	Iteration 66Q: 3 clusters Score -2581040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2581040.500000 Penalty: 4857.440430
	Iteration 67Q: 3 clusters Score -2581040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2581035.000000 Penalty: 4857.440430
	Iteration 68Q: 3 clusters Score -2581035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2581035.500000 Penalty: 4857.440430
	Iteration 69Q: 3 clusters Score -2581036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2581037.000000 Penalty: 4857.440430
	Iteration 70Q: 3 clusters Score -2581037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2581043.000000 Penalty: 4857.440430
	Iteration 71Q: 3 clusters Score -2581043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2581049.500000 Penalty: 4857.440430
	Iteration 72Q: 3 clusters Score -2581050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2581054.000000 Penalty: 4857.440430
	Iteration 73Q: 3 clusters Score -2581054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2581054.750000 Penalty: 4857.440430
	Iteration 74Q: 3 clusters Score -2581055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2581056.750000 Penalty: 4857.440430
	Iteration 75Q: 3 clusters Score -2581057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2581059.750000 Penalty: 4857.440430
	Iteration 76Q: 3 clusters Score -2581060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2581057.500000 Penalty: 4857.440430
	Iteration 77Q: 3 clusters Score -2581058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2581059.000000 Penalty: 4857.440430
	Iteration 78Q: 3 clusters Score -2581059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2581059.750000 Penalty: 4857.440430
	Iteration 79Q: 3 clusters Score -2581060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2581059.750000 Penalty: 4857.440430
	Iteration 80F: 3 clusters Score -2581060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2581057.500000 Penalty: 4857.440430
	Iteration 81Q: 3 clusters Score -2581058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2581070.000000 Penalty: 4857.440430
	Iteration 82Q: 3 clusters Score -2581070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2581077.750000 Penalty: 4857.440430
	Iteration 83Q: 3 clusters Score -2581078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2581077.750000 Penalty: 4857.440430
	Iteration 84Q: 3 clusters Score -2581078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2581081.250000 Penalty: 4857.440430
	Iteration 85Q: 3 clusters Score -2581081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2581092.500000 Penalty: 4857.440430
	Iteration 86Q: 3 clusters Score -2581092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2581092.750000 Penalty: 4857.440430
	Iteration 87Q: 3 clusters Score -2581093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2581090.750000 Penalty: 4857.440430
	Iteration 88Q: 3 clusters Score -2581091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2581094.250000 Penalty: 4857.440430
	Iteration 89Q: 3 clusters Score -2581094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2581099.750000 Penalty: 4857.440430
	Iteration 90Q: 3 clusters Score -2581100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2581095.250000 Penalty: 4857.440430
	Iteration 91Q: 3 clusters Score -2581095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2581099.500000 Penalty: 4857.440430
	Iteration 92Q: 3 clusters Score -2581100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2581106.750000 Penalty: 4857.440430
	Iteration 93Q: 3 clusters Score -2581107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2581109.750000 Penalty: 4857.440430
	Iteration 94Q: 3 clusters Score -2581110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2581108.250000 Penalty: 4857.440430
	Iteration 95Q: 3 clusters Score -2581108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2581100.250000 Penalty: 4857.440430
	Iteration 96Q: 3 clusters Score -2581100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2581103.750000 Penalty: 4857.440430
	Iteration 97Q: 3 clusters Score -2581104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2581106.750000 Penalty: 4857.440430
	Iteration 98Q: 3 clusters Score -2581107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2581105.000000 Penalty: 4857.440430
	Iteration 99Q: 3 clusters Score -2581105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2581108.250000 Penalty: 4857.440430
	Iteration 100F: 3 clusters Score -2581108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2581114.750000 Penalty: 4857.440430
	Iteration 101Q: 3 clusters Score -2581115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2581112.750000 Penalty: 4857.440430
	Iteration 102Q: 3 clusters Score -2581113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2581119.750000 Penalty: 4857.440430
	Iteration 103Q: 3 clusters Score -2581120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2581116.250000 Penalty: 4857.440430
	Iteration 104Q: 3 clusters Score -2581116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2581109.750000 Penalty: 4857.440430
	Iteration 105Q: 3 clusters Score -2581110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2581116.500000 Penalty: 4857.440430
	Iteration 106Q: 3 clusters Score -2581116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2581107.500000 Penalty: 4857.440430
	Iteration 107Q: 3 clusters Score -2581108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2581121.250000 Penalty: 4857.440430
	Iteration 108Q: 3 clusters Score -2581121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2581122.000000 Penalty: 4857.440430
	Iteration 109Q: 3 clusters Score -2581122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2581116.750000 Penalty: 4857.440430
	Iteration 110Q: 3 clusters Score -2581117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2581118.750000 Penalty: 4857.440430
	Iteration 111Q: 3 clusters Score -2581119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2581130.750000 Penalty: 4857.440430
	Iteration 112Q: 3 clusters Score -2581131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2581137.000000 Penalty: 4857.440430
	Iteration 113Q: 3 clusters Score -2581137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2581134.000000 Penalty: 4857.440430
	Iteration 114Q: 3 clusters Score -2581134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2581133.000000 Penalty: 4857.440430
	Iteration 115Q: 3 clusters Score -2581133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2581135.750000 Penalty: 4857.440430
	Iteration 116Q: 3 clusters Score -2581136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2581139.500000 Penalty: 4857.440430
	Iteration 117Q: 3 clusters Score -2581140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2581145.000000 Penalty: 4857.440430
	Iteration 118Q: 3 clusters Score -2581145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2581148.250000 Penalty: 4857.440430
	Iteration 119Q: 3 clusters Score -2581148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2581152.750000 Penalty: 4857.440430
	Iteration 120F: 3 clusters Score -2581153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2581155.250000 Penalty: 4857.440430
	Iteration 121Q: 3 clusters Score -2581155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2581159.500000 Penalty: 4857.440430
	Iteration 122Q: 3 clusters Score -2581160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2581162.000000 Penalty: 4857.440430
	Iteration 123Q: 3 clusters Score -2581162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2581166.500000 Penalty: 4857.440430
	Iteration 124Q: 3 clusters Score -2581166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2581173.000000 Penalty: 4857.440430
	Iteration 125Q: 3 clusters Score -2581173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2581171.250000 Penalty: 4857.440430
	Iteration 126Q: 3 clusters Score -2581171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2581184.500000 Penalty: 4857.440430
	Iteration 127Q: 3 clusters Score -2581184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2581177.750000 Penalty: 4857.440430
	Iteration 128Q: 3 clusters Score -2581178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2581191.750000 Penalty: 4857.440430
	Iteration 129Q: 3 clusters Score -2581192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2581190.750000 Penalty: 4857.440430
	Iteration 130Q: 3 clusters Score -2581191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2581191.750000 Penalty: 4857.440430
	Iteration 131Q: 3 clusters Score -2581192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2581203.250000 Penalty: 4857.440430
	Iteration 132Q: 3 clusters Score -2581203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2581203.750000 Penalty: 4857.440430
	Iteration 133Q: 3 clusters Score -2581204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2581210.250000 Penalty: 4857.440430
	Iteration 134Q: 3 clusters Score -2581210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2581216.000000 Penalty: 4857.440430
	Iteration 135Q: 3 clusters Score -2581216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2581226.250000 Penalty: 4857.440430
	Iteration 136Q: 3 clusters Score -2581226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2581223.500000 Penalty: 4857.440430
	Iteration 137Q: 3 clusters Score -2581224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2581235.750000 Penalty: 4857.440430
	Iteration 138Q: 3 clusters Score -2581236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2581237.000000 Penalty: 4857.440430
	Iteration 139Q: 3 clusters Score -2581237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2581241.500000 Penalty: 4857.440430
	Iteration 140F: 3 clusters Score -2581242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2581250.250000 Penalty: 4857.440430
	Iteration 141Q: 3 clusters Score -2581250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2581256.000000 Penalty: 4857.440430
	Iteration 142Q: 3 clusters Score -2581256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2581257.250000 Penalty: 4857.440430
	Iteration 143Q: 3 clusters Score -2581257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2581269.250000 Penalty: 4857.440430
	Iteration 144Q: 3 clusters Score -2581269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2581282.250000 Penalty: 4857.440430
	Iteration 145Q: 3 clusters Score -2581282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2581297.250000 Penalty: 4857.440430
	Iteration 146Q: 3 clusters Score -2581297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2581305.500000 Penalty: 4857.440430
	Iteration 147Q: 3 clusters Score -2581306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2581327.250000 Penalty: 4857.440430
	Iteration 148Q: 3 clusters Score -2581327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2581332.000000 Penalty: 4857.440430
	Iteration 149Q: 3 clusters Score -2581332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2581346.750000 Penalty: 4857.440430
	Iteration 150Q: 3 clusters Score -2581347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2581354.500000 Penalty: 4857.440430
	Iteration 151Q: 3 clusters Score -2581354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2581369.250000 Penalty: 4857.440430
	Iteration 152Q: 3 clusters Score -2581369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2581379.500000 Penalty: 4857.440430
	Iteration 153Q: 3 clusters Score -2581380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2581415.500000 Penalty: 4857.440430
	Iteration 154Q: 3 clusters Score -2581416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2581438.250000 Penalty: 4857.440430
	Iteration 155Q: 3 clusters Score -2581438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2581452.250000 Penalty: 4857.440430
	Iteration 156Q: 3 clusters Score -2581452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2581475.000000 Penalty: 4857.440430
	Iteration 157Q: 3 clusters Score -2581475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2581488.000000 Penalty: 4857.440430
	Iteration 158Q: 3 clusters Score -2581488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2581512.500000 Penalty: 4857.440430
	Iteration 159Q: 3 clusters Score -2581512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2581537.500000 Penalty: 4857.440430
	Iteration 160F: 3 clusters Score -2581538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2581571.000000 Penalty: 4857.440430
	Iteration 161Q: 3 clusters Score -2581571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2581588.500000 Penalty: 4857.440430
	Iteration 162Q: 3 clusters Score -2581588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2581613.000000 Penalty: 4857.440430
	Iteration 163Q: 3 clusters Score -2581613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2581647.750000 Penalty: 4857.440430
	Iteration 164Q: 3 clusters Score -2581648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2581683.500000 Penalty: 4857.440430
	Iteration 165Q: 3 clusters Score -2581684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2581725.500000 Penalty: 4857.440430
	Iteration 166Q: 3 clusters Score -2581726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2581781.250000 Penalty: 4857.440430
	Iteration 167Q: 3 clusters Score -2581781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2581808.250000 Penalty: 4857.440430
	Iteration 168Q: 3 clusters Score -2581808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2581854.750000 Penalty: 4857.440430
	Iteration 169Q: 3 clusters Score -2581855 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2581913.000000 Penalty: 4857.440430
	Iteration 170Q: 3 clusters Score -2581913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2581943.500000 Penalty: 4857.440430
	Iteration 171Q: 3 clusters Score -2581944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2581989.250000 Penalty: 4857.440430
	Iteration 172Q: 3 clusters Score -2581989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2582044.000000 Penalty: 4857.440430
	Iteration 173Q: 3 clusters Score -2582044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2582089.250000 Penalty: 4857.440430
	Iteration 174Q: 3 clusters Score -2582089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2582138.000000 Penalty: 4857.440430
	Iteration 175Q: 3 clusters Score -2582138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2582176.250000 Penalty: 4857.440430
	Iteration 176Q: 3 clusters Score -2582176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2582213.000000 Penalty: 4857.440430
	Iteration 177Q: 3 clusters Score -2582213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2582245.000000 Penalty: 4857.440430
	Iteration 178Q: 3 clusters Score -2582245 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2582288.750000 Penalty: 4857.440430
	Iteration 179Q: 3 clusters Score -2582289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2582325.000000 Penalty: 4857.440430
	Iteration 180F: 3 clusters Score -2582325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2582360.250000 Penalty: 4857.440430
	Iteration 181Q: 3 clusters Score -2582360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2582381.500000 Penalty: 4857.440430
	Iteration 182Q: 3 clusters Score -2582382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2582389.000000 Penalty: 4857.440430
	Iteration 183Q: 3 clusters Score -2582389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2582400.750000 Penalty: 4857.440430
	Iteration 184Q: 3 clusters Score -2582401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2582406.250000 Penalty: 4857.440430
	Iteration 185Q: 3 clusters Score -2582406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2582406.750000 Penalty: 4857.440430
	Iteration 186Q: 3 clusters Score -2582407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2582414.000000 Penalty: 4857.440430
	Iteration 187Q: 3 clusters Score -2582414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2582419.250000 Penalty: 4857.440430
	Iteration 188Q: 3 clusters Score -2582419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2582425.500000 Penalty: 4857.440430
	Iteration 189Q: 3 clusters Score -2582426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2582428.000000 Penalty: 4857.440430
	Iteration 190Q: 3 clusters Score -2582428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2582434.250000 Penalty: 4857.440430
	Iteration 191Q: 3 clusters Score -2582434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2582437.750000 Penalty: 4857.440430
	Iteration 192Q: 3 clusters Score -2582438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2582441.250000 Penalty: 4857.440430
	Iteration 193Q: 3 clusters Score -2582441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2582449.250000 Penalty: 4857.440430
	Iteration 194Q: 3 clusters Score -2582449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2582456.750000 Penalty: 4857.440430
	Iteration 195Q: 3 clusters Score -2582457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2582465.500000 Penalty: 4857.440430
	Iteration 196Q: 3 clusters Score -2582466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2582470.750000 Penalty: 4857.440430
	Iteration 197Q: 3 clusters Score -2582471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2582473.750000 Penalty: 4857.440430
	Iteration 198Q: 3 clusters Score -2582474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2582480.000000 Penalty: 4857.440430
	Iteration 199Q: 3 clusters Score -2582480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2582479.000000 Penalty: 4857.440430
	Iteration 200F: 3 clusters Score -2582479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2582485.750000 Penalty: 4857.440430
	Iteration 201Q: 3 clusters Score -2582486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2582489.500000 Penalty: 4857.440430
	Iteration 202Q: 3 clusters Score -2582490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2582489.000000 Penalty: 4857.440430
	Iteration 203Q: 3 clusters Score -2582489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2582494.750000 Penalty: 4857.440430
	Iteration 204Q: 3 clusters Score -2582495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2582494.000000 Penalty: 4857.440430
	Iteration 205Q: 3 clusters Score -2582494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2582499.000000 Penalty: 4857.440430
	Iteration 206Q: 3 clusters Score -2582499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2582505.750000 Penalty: 4857.440430
	Iteration 207Q: 3 clusters Score -2582506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2582508.000000 Penalty: 4857.440430
	Iteration 208Q: 3 clusters Score -2582508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2582510.750000 Penalty: 4857.440430
	Iteration 209Q: 3 clusters Score -2582511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2582511.750000 Penalty: 4857.440430
	Iteration 210Q: 3 clusters Score -2582512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2582512.500000 Penalty: 4857.440430
	Iteration 211Q: 3 clusters Score -2582512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2582515.500000 Penalty: 4857.440430
	Iteration 212Q: 3 clusters Score -2582516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2582518.000000 Penalty: 4857.440430
	Iteration 213Q: 3 clusters Score -2582518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2582521.250000 Penalty: 4857.440430
	Iteration 214Q: 3 clusters Score -2582521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2582521.750000 Penalty: 4857.440430
	Iteration 215Q: 3 clusters Score -2582522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2582518.750000 Penalty: 4857.440430
	Iteration 216Q: 3 clusters Score -2582519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2582518.750000 Penalty: 4857.440430
	Iteration 217Q: 3 clusters Score -2582519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2582518.750000 Penalty: 4857.440430
	Iteration 218F: 3 clusters Score -2582519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -405919.687500 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -405919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -402714.656250 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -402714.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -403299.062500 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -403299.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -403488.437500 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -403488.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -403650.093750 Penalty: 3951.942871
	Iteration 3F: 3 clusters Score -403650.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -403823.406250 Penalty: 3951.942871
	Iteration 4Q: 3 clusters Score -403823.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -403955.625000 Penalty: 3951.942871
	Iteration 5F: 3 clusters Score -403955.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -404051.062500 Penalty: 3951.942871
	Iteration 6Q: 3 clusters Score -404051.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -404117.125000 Penalty: 3951.942871
	Iteration 7Q: 3 clusters Score -404117.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -404167.468750 Penalty: 3951.942871
	Iteration 8Q: 3 clusters Score -404167.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -404209.781250 Penalty: 3951.942871
	Iteration 9Q: 3 clusters Score -404209.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -404241.593750 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -404241.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -404265.656250 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -404265.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -404288.062500 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -404288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -404300.750000 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -404300.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -404310.625000 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -404310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -404315.375000 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -404315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -404318.531250 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -404318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -404322.156250 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -404322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -404322.968750 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -404323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -404323.375000 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -404323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -404323.375000 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -404323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1208136.750000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1208137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1201339.000000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1201339 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1203249.875000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1203250 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1203545.500000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1203546 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1203742.375000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1203742 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1203887.500000 Penalty: 4497.369629
	Iteration 4Q: 3 clusters Score -1203888 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1204009.500000 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -1204010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1204121.125000 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -1204121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1204231.375000 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -1204231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1204333.000000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1204333 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1204438.250000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1204438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1204556.500000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1204556 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1204662.250000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1204662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1204772.125000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1204772 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1204893.625000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1204894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1205023.375000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1205023 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1205136.375000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1205136 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1205247.125000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1205247 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1205367.000000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1205367 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1205464.750000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1205465 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1205550.750000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1205551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1205640.375000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1205640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1205713.000000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1205713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1205783.125000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1205783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1205850.000000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1205850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1205898.875000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1205899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1205943.000000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1205943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1205983.250000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1205983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1206013.750000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1206014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1206043.375000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1206043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1206067.875000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1206068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1206089.250000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1206089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1206105.500000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1206106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1206125.750000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1206126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1206150.375000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1206150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1206175.750000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1206176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1206197.750000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -1206198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1206212.000000 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -1206212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1206220.750000 Penalty: 4497.369629
	Iteration 37Q: 3 clusters Score -1206221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1206224.750000 Penalty: 4497.369629
	Iteration 38Q: 3 clusters Score -1206225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1206234.000000 Penalty: 4497.369629
	Iteration 39Q: 3 clusters Score -1206234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1206242.000000 Penalty: 4497.369629
	Iteration 40F: 3 clusters Score -1206242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1206249.750000 Penalty: 4497.369629
	Iteration 41Q: 3 clusters Score -1206250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1206256.000000 Penalty: 4497.369629
	Iteration 42Q: 3 clusters Score -1206256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1206263.375000 Penalty: 4497.369629
	Iteration 43Q: 3 clusters Score -1206263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1206272.500000 Penalty: 4497.369629
	Iteration 44Q: 3 clusters Score -1206272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1206281.625000 Penalty: 4497.369629
	Iteration 45Q: 3 clusters Score -1206282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1206287.125000 Penalty: 4497.369629
	Iteration 46Q: 3 clusters Score -1206287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1206298.250000 Penalty: 4497.369629
	Iteration 47Q: 3 clusters Score -1206298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1206302.125000 Penalty: 4497.369629
	Iteration 48Q: 3 clusters Score -1206302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 4497.369629
	Iteration 49Q: 3 clusters Score -1206310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1206323.875000 Penalty: 4497.369629
	Iteration 50Q: 3 clusters Score -1206324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1206329.500000 Penalty: 4497.369629
	Iteration 51Q: 3 clusters Score -1206330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1206334.250000 Penalty: 4497.369629
	Iteration 52Q: 3 clusters Score -1206334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1206338.250000 Penalty: 4497.369629
	Iteration 53Q: 3 clusters Score -1206338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1206340.500000 Penalty: 4497.369629
	Iteration 54Q: 3 clusters Score -1206340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1206344.000000 Penalty: 4497.369629
	Iteration 55Q: 3 clusters Score -1206344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1206349.750000 Penalty: 4497.369629
	Iteration 56Q: 3 clusters Score -1206350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1206351.875000 Penalty: 4497.369629
	Iteration 57Q: 3 clusters Score -1206352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1206352.125000 Penalty: 4497.369629
	Iteration 58Q: 3 clusters Score -1206352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1206352.125000 Penalty: 4497.369629
	Iteration 59F: 3 clusters Score -1206352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -76274.101562 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -76274.1 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 372 members 
Entering Unmasked Estep 
Score: -74730.351562 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -74730.35 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75081.875000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -75081.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75234.070312 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -75234.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75336.078125 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -75336.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75420.351562 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -75420.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75575.742188 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -75575.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -75884.226562 Penalty: 3270.829102
	Iteration 6F: 3 clusters Score -75884.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -76183.507812 Penalty: 3270.829102
	Iteration 7F: 3 clusters Score -76183.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -76374.695312 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -76374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76440.046875 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -76440.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -76475.976562 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76475.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -76485.375000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76485.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76489.156250 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76489.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76489.156250 Penalty: 3270.829102
	Iteration 13F: 3 clusters Score -76489.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 212219 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131624 members 
Mstep: Class 19 contains 102090 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 11170 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 38475 members 
Mstep: Class 27 contains 221 members 
Mstep: Class 28 contains 116 members 
Entering Unmasked Estep 
Score: -128920504.000000 Penalty: 95245.046875
Splitting cluster 9 changes total score from -128921232.000000 to -128920504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -362987.625000 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -362987.6 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 1247 members 
Entering Unmasked Estep 
Score: -360075.875000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -360075.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -360654.687500 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -360654.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -360810.343750 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -360810.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -360881.437500 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -360881.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -360923.000000 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -360923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360951.593750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -360951.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -360963.375000 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -360963.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360973.156250 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -360973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -360983.062500 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -360983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -360988.687500 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -360988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -360992.218750 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -360992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -360997.093750 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -360997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361000.093750 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -361000.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361002.437500 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -361002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -361005.593750 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -361005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -361007.312500 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -361007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -361007.718750 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -361007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -361008.781250 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -361008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -361010.250000 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -361010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -361011.218750 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -361011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -361011.500000 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -361011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Entering Unmasked Estep 
Score: -3059806.500000 Penalty: 2471.554688
	Iteration 0F: 2 clusters Score -3059806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3044865.000000 Penalty: 4943.109375
	Iteration 0F: 3 clusters Score -3044865 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3049970.500000 Penalty: 4943.109375
	Iteration 1F: 3 clusters Score -3049970 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3050271.250000 Penalty: 4943.109375
	Iteration 2Q: 3 clusters Score -3050271 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3050518.750000 Penalty: 4943.109375
	Iteration 3Q: 3 clusters Score -3050519 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3050694.250000 Penalty: 4943.109375
	Iteration 4Q: 3 clusters Score -3050694 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3050869.500000 Penalty: 4943.109375
	Iteration 5Q: 3 clusters Score -3050870 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3051054.250000 Penalty: 4943.109375
	Iteration 6Q: 3 clusters Score -3051054 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3051232.250000 Penalty: 4943.109375
	Iteration 7Q: 3 clusters Score -3051232 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3051468.750000 Penalty: 4943.109375
	Iteration 8Q: 3 clusters Score -3051469 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3051784.000000 Penalty: 4943.109375
	Iteration 9Q: 3 clusters Score -3051784 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3052206.250000 Penalty: 4943.109375
	Iteration 10Q: 3 clusters Score -3052206 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3052781.000000 Penalty: 4943.109375
	Iteration 11Q: 3 clusters Score -3052781 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3053533.750000 Penalty: 4943.109375
	Iteration 12F: 3 clusters Score -3053534 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3054455.500000 Penalty: 4943.109375
	Iteration 13F: 3 clusters Score -3054456 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3055396.000000 Penalty: 4943.109375
	Iteration 14F: 3 clusters Score -3055396 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3056153.250000 Penalty: 4943.109375
	Iteration 15Q: 3 clusters Score -3056153 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3056740.000000 Penalty: 4943.109375
	Iteration 16Q: 3 clusters Score -3056740 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3057077.250000 Penalty: 4943.109375
	Iteration 17Q: 3 clusters Score -3057077 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3057260.750000 Penalty: 4943.109375
	Iteration 18Q: 3 clusters Score -3057261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3057411.750000 Penalty: 4943.109375
	Iteration 19Q: 3 clusters Score -3057412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3057496.250000 Penalty: 4943.109375
	Iteration 20F: 3 clusters Score -3057496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3057556.500000 Penalty: 4943.109375
	Iteration 21Q: 3 clusters Score -3057556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3057582.500000 Penalty: 4943.109375
	Iteration 22Q: 3 clusters Score -3057582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3057603.000000 Penalty: 4943.109375
	Iteration 23Q: 3 clusters Score -3057603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3057621.250000 Penalty: 4943.109375
	Iteration 24Q: 3 clusters Score -3057621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3057636.500000 Penalty: 4943.109375
	Iteration 25Q: 3 clusters Score -3057636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3057639.500000 Penalty: 4943.109375
	Iteration 26Q: 3 clusters Score -3057640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3057648.000000 Penalty: 4943.109375
	Iteration 27Q: 3 clusters Score -3057648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3057658.000000 Penalty: 4943.109375
	Iteration 28Q: 3 clusters Score -3057658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3057666.750000 Penalty: 4943.109375
	Iteration 29Q: 3 clusters Score -3057667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3057665.250000 Penalty: 4943.109375
	Iteration 30Q: 3 clusters Score -3057665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3057665.250000 Penalty: 4943.109375
	Iteration 31F: 3 clusters Score -3057665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Entering Unmasked Estep 
Score: -6383633.000000 Penalty: 2648.111572
	Iteration 0F: 2 clusters Score -6383633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6354369.000000 Penalty: 5296.223145
	Iteration 0F: 3 clusters Score -6354369 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -6365189.500000 Penalty: 5296.223145
	Iteration 1F: 3 clusters Score -6365190 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6365680.000000 Penalty: 5296.223145
	Iteration 2Q: 3 clusters Score -6365680 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6366004.500000 Penalty: 5296.223145
	Iteration 3Q: 3 clusters Score -6366004 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -6366294.500000 Penalty: 5296.223145
	Iteration 4Q: 3 clusters Score -6366294 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -6366557.500000 Penalty: 5296.223145
	Iteration 5Q: 3 clusters Score -6366558 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -6366823.000000 Penalty: 5296.223145
	Iteration 6Q: 3 clusters Score -6366823 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -6367117.500000 Penalty: 5296.223145
	Iteration 7Q: 3 clusters Score -6367118 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -6367464.500000 Penalty: 5296.223145
	Iteration 8Q: 3 clusters Score -6367464 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -6368011.000000 Penalty: 5296.223145
	Iteration 9Q: 3 clusters Score -6368011 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6368721.000000 Penalty: 5296.223145
	Iteration 10Q: 3 clusters Score -6368721 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6369828.500000 Penalty: 5296.223145
	Iteration 11Q: 3 clusters Score -6369828 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6371628.000000 Penalty: 5296.223145
	Iteration 12F: 3 clusters Score -6371628 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -6374022.500000 Penalty: 5296.223145
	Iteration 13F: 3 clusters Score -6374022 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6376437.000000 Penalty: 5296.223145
	Iteration 14F: 3 clusters Score -6376437 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6378535.500000 Penalty: 5296.223145
	Iteration 15F: 3 clusters Score -6378536 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6379893.500000 Penalty: 5296.223145
	Iteration 16Q: 3 clusters Score -6379894 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6380544.000000 Penalty: 5296.223145
	Iteration 17Q: 3 clusters Score -6380544 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6380859.000000 Penalty: 5296.223145
	Iteration 18Q: 3 clusters Score -6380859 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6381010.500000 Penalty: 5296.223145
	Iteration 19Q: 3 clusters Score -6381010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6381117.500000 Penalty: 5296.223145
	Iteration 20F: 3 clusters Score -6381118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6381178.000000 Penalty: 5296.223145
	Iteration 21Q: 3 clusters Score -6381178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6381214.000000 Penalty: 5296.223145
	Iteration 22Q: 3 clusters Score -6381214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6381238.000000 Penalty: 5296.223145
	Iteration 23Q: 3 clusters Score -6381238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6381260.500000 Penalty: 5296.223145
	Iteration 24Q: 3 clusters Score -6381260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6381267.000000 Penalty: 5296.223145
	Iteration 25Q: 3 clusters Score -6381267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6381274.500000 Penalty: 5296.223145
	Iteration 26Q: 3 clusters Score -6381274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6381287.000000 Penalty: 5296.223145
	Iteration 27Q: 3 clusters Score -6381287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6381290.500000 Penalty: 5296.223145
	Iteration 28Q: 3 clusters Score -6381290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6381302.500000 Penalty: 5296.223145
	Iteration 29Q: 3 clusters Score -6381302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6381311.500000 Penalty: 5296.223145
	Iteration 30Q: 3 clusters Score -6381312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6381312.500000 Penalty: 5296.223145
	Iteration 31Q: 3 clusters Score -6381312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6381322.000000 Penalty: 5296.223145
	Iteration 32Q: 3 clusters Score -6381322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6381317.000000 Penalty: 5296.223145
	Iteration 33Q: 3 clusters Score -6381317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6381317.000000 Penalty: 5296.223145
	Iteration 34F: 3 clusters Score -6381317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Entering Unmasked Estep 
Score: -3898533.500000 Penalty: 2524.532227
	Iteration 0F: 2 clusters Score -3898534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3880181.250000 Penalty: 5049.064453
	Iteration 0F: 3 clusters Score -3880181 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3886690.750000 Penalty: 5049.064453
	Iteration 1F: 3 clusters Score -3886691 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3887119.500000 Penalty: 5049.064453
	Iteration 2Q: 3 clusters Score -3887120 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3887459.500000 Penalty: 5049.064453
	Iteration 3Q: 3 clusters Score -3887460 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3887756.250000 Penalty: 5049.064453
	Iteration 4Q: 3 clusters Score -3887756 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3888035.750000 Penalty: 5049.064453
	Iteration 5Q: 3 clusters Score -3888036 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3888354.750000 Penalty: 5049.064453
	Iteration 6Q: 3 clusters Score -3888355 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3888673.000000 Penalty: 5049.064453
	Iteration 7Q: 3 clusters Score -3888673 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3889095.250000 Penalty: 5049.064453
	Iteration 8Q: 3 clusters Score -3889095 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3889655.500000 Penalty: 5049.064453
	Iteration 9Q: 3 clusters Score -3889656 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3890401.500000 Penalty: 5049.064453
	Iteration 10Q: 3 clusters Score -3890402 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3891296.500000 Penalty: 5049.064453
	Iteration 11Q: 3 clusters Score -3891296 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3892285.000000 Penalty: 5049.064453
	Iteration 12F: 3 clusters Score -3892285 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3893170.750000 Penalty: 5049.064453
	Iteration 13Q: 3 clusters Score -3893171 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3893819.500000 Penalty: 5049.064453
	Iteration 14Q: 3 clusters Score -3893820 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3894259.500000 Penalty: 5049.064453
	Iteration 15Q: 3 clusters Score -3894260 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3894607.250000 Penalty: 5049.064453
	Iteration 16Q: 3 clusters Score -3894607 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3894885.500000 Penalty: 5049.064453
	Iteration 17Q: 3 clusters Score -3894886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3895103.250000 Penalty: 5049.064453
	Iteration 18Q: 3 clusters Score -3895103 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3895320.500000 Penalty: 5049.064453
	Iteration 19Q: 3 clusters Score -3895320 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3895523.000000 Penalty: 5049.064453
	Iteration 20F: 3 clusters Score -3895523 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3895775.000000 Penalty: 5049.064453
	Iteration 21Q: 3 clusters Score -3895775 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3896037.750000 Penalty: 5049.064453
	Iteration 22Q: 3 clusters Score -3896038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3896310.250000 Penalty: 5049.064453
	Iteration 23Q: 3 clusters Score -3896310 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3896553.250000 Penalty: 5049.064453
	Iteration 24Q: 3 clusters Score -3896553 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3896718.250000 Penalty: 5049.064453
	Iteration 25Q: 3 clusters Score -3896718 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3896810.750000 Penalty: 5049.064453
	Iteration 26Q: 3 clusters Score -3896811 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3896861.750000 Penalty: 5049.064453
	Iteration 27Q: 3 clusters Score -3896862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3896890.000000 Penalty: 5049.064453
	Iteration 28Q: 3 clusters Score -3896890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3896914.250000 Penalty: 5049.064453
	Iteration 29Q: 3 clusters Score -3896914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3896940.750000 Penalty: 5049.064453
	Iteration 30Q: 3 clusters Score -3896941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3896935.750000 Penalty: 5049.064453
	Iteration 31Q: 3 clusters Score -3896936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3896942.000000 Penalty: 5049.064453
	Iteration 32Q: 3 clusters Score -3896942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3896939.500000 Penalty: 5049.064453
	Iteration 33Q: 3 clusters Score -3896940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3896935.750000 Penalty: 5049.064453
	Iteration 34Q: 3 clusters Score -3896936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3896939.500000 Penalty: 5049.064453
	Iteration 35Q: 3 clusters Score -3896940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3896941.250000 Penalty: 5049.064453
	Iteration 36Q: 3 clusters Score -3896941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3896948.000000 Penalty: 5049.064453
	Iteration 37Q: 3 clusters Score -3896948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3896942.000000 Penalty: 5049.064453
	Iteration 38Q: 3 clusters Score -3896942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3896946.750000 Penalty: 5049.064453
	Iteration 39Q: 3 clusters Score -3896947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3896945.250000 Penalty: 5049.064453
	Iteration 40F: 3 clusters Score -3896945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3896945.500000 Penalty: 5049.064453
	Iteration 41Q: 3 clusters Score -3896946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3896946.750000 Penalty: 5049.064453
	Iteration 42Q: 3 clusters Score -3896947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3896946.000000 Penalty: 5049.064453
	Iteration 43Q: 3 clusters Score -3896946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3896948.750000 Penalty: 5049.064453
	Iteration 44Q: 3 clusters Score -3896949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3896944.250000 Penalty: 5049.064453
	Iteration 45Q: 3 clusters Score -3896944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3896946.000000 Penalty: 5049.064453
	Iteration 46Q: 3 clusters Score -3896946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3896943.500000 Penalty: 5049.064453
	Iteration 47Q: 3 clusters Score -3896944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3896949.250000 Penalty: 5049.064453
	Iteration 48Q: 3 clusters Score -3896949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3896951.000000 Penalty: 5049.064453
	Iteration 49Q: 3 clusters Score -3896951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3896951.000000 Penalty: 5049.064453
	Iteration 50F: 3 clusters Score -3896951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -209015.171875 Penalty: 1837.615967
	Iteration 0F: 2 clusters Score -209015.2 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 823 members 
Entering Unmasked Estep 
Score: -206792.765625 Penalty: 3675.231934
	Iteration 0F: 3 clusters Score -206792.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -207956.640625 Penalty: 3675.231934
	Iteration 1F: 3 clusters Score -207956.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -208797.515625 Penalty: 3675.231934
	Iteration 2F: 3 clusters Score -208797.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -209569.265625 Penalty: 3675.231934
	Iteration 3F: 3 clusters Score -209569.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -210292.000000 Penalty: 3675.231934
	Iteration 4F: 3 clusters Score -210292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -210806.078125 Penalty: 3675.231934
	Iteration 5F: 3 clusters Score -210806.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -211161.078125 Penalty: 3675.231934
	Iteration 6Q: 3 clusters Score -211161.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211315.671875 Penalty: 3675.231934
	Iteration 7Q: 3 clusters Score -211315.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -211385.546875 Penalty: 3675.231934
	Iteration 8Q: 3 clusters Score -211385.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -211405.406250 Penalty: 3675.231934
	Iteration 9Q: 3 clusters Score -211405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -211411.484375 Penalty: 3675.231934
	Iteration 10Q: 3 clusters Score -211411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211412.343750 Penalty: 3675.231934
	Iteration 11Q: 3 clusters Score -211412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211412.562500 Penalty: 3675.231934
	Iteration 12F: 3 clusters Score -211412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -211414.296875 Penalty: 3675.231934
	Iteration 13Q: 3 clusters Score -211414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211418.671875 Penalty: 3675.231934
	Iteration 14Q: 3 clusters Score -211418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -211422.265625 Penalty: 3675.231934
	Iteration 15Q: 3 clusters Score -211422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -211433.718750 Penalty: 3675.231934
	Iteration 16Q: 3 clusters Score -211433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -211440.953125 Penalty: 3675.231934
	Iteration 17Q: 3 clusters Score -211441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -211450.578125 Penalty: 3675.231934
	Iteration 18Q: 3 clusters Score -211450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -211480.921875 Penalty: 3675.231934
	Iteration 19Q: 3 clusters Score -211480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -211522.578125 Penalty: 3675.231934
	Iteration 20F: 3 clusters Score -211522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -211563.703125 Penalty: 3675.231934
	Iteration 21Q: 3 clusters Score -211563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -211584.656250 Penalty: 3675.231934
	Iteration 22Q: 3 clusters Score -211584.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -211614.437500 Penalty: 3675.231934
	Iteration 23Q: 3 clusters Score -211614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -211659.750000 Penalty: 3675.231934
	Iteration 24Q: 3 clusters Score -211659.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211768.984375 Penalty: 3675.231934
	Iteration 25Q: 3 clusters Score -211769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211914.843750 Penalty: 3675.231934
	Iteration 26Q: 3 clusters Score -211914.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -212006.000000 Penalty: 3675.231934
	Iteration 27Q: 3 clusters Score -212006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -212054.296875 Penalty: 3675.231934
	Iteration 28Q: 3 clusters Score -212054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -212120.625000 Penalty: 3675.231934
	Iteration 29Q: 3 clusters Score -212120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -212165.625000 Penalty: 3675.231934
	Iteration 30Q: 3 clusters Score -212165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212171.171875 Penalty: 3675.231934
	Iteration 31Q: 3 clusters Score -212171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -212175.453125 Penalty: 3675.231934
	Iteration 32Q: 3 clusters Score -212175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -212178.359375 Penalty: 3675.231934
	Iteration 33Q: 3 clusters Score -212178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -212180.265625 Penalty: 3675.231934
	Iteration 34Q: 3 clusters Score -212180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -212181.578125 Penalty: 3675.231934
	Iteration 35Q: 3 clusters Score -212181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -212187.921875 Penalty: 3675.231934
	Iteration 36F: 3 clusters Score -212187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -212201.875000 Penalty: 3675.231934
	Iteration 37Q: 3 clusters Score -212201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -212204.953125 Penalty: 3675.231934
	Iteration 38Q: 3 clusters Score -212205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -212207.046875 Penalty: 3675.231934
	Iteration 39Q: 3 clusters Score -212207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -212208.843750 Penalty: 3675.231934
	Iteration 40F: 3 clusters Score -212208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -212210.281250 Penalty: 3675.231934
	Iteration 41Q: 3 clusters Score -212210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -212210.281250 Penalty: 3675.231934
	Iteration 42F: 3 clusters Score -212210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 212219 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131624 members 
Mstep: Class 19 contains 102090 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 11170 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 38475 members 
Mstep: Class 27 contains 221 members 
Mstep: Class 28 contains 636 members 
Entering Unmasked Estep 
Score: -128923712.000000 Penalty: 95245.046875
Splitting cluster 14 changes total score from -128921232.000000 to -128923712.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (17010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Entering Unmasked Estep 
Score: -2291219.000000 Penalty: 2415.906250
	Iteration 0F: 2 clusters Score -2291219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2279081.000000 Penalty: 4831.812500
	Iteration 0F: 3 clusters Score -2279081 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2283254.500000 Penalty: 4831.812500
	Iteration 1F: 3 clusters Score -2283254 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2283789.000000 Penalty: 4831.812500
	Iteration 2F: 3 clusters Score -2283789 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2284326.750000 Penalty: 4831.812500
	Iteration 3F: 3 clusters Score -2284327 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2284802.750000 Penalty: 4831.812500
	Iteration 4F: 3 clusters Score -2284803 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2285194.750000 Penalty: 4831.812500
	Iteration 5Q: 3 clusters Score -2285195 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2285512.750000 Penalty: 4831.812500
	Iteration 6Q: 3 clusters Score -2285513 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2285762.250000 Penalty: 4831.812500
	Iteration 7Q: 3 clusters Score -2285762 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2285962.750000 Penalty: 4831.812500
	Iteration 8Q: 3 clusters Score -2285963 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2286115.750000 Penalty: 4831.812500
	Iteration 9Q: 3 clusters Score -2286116 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2286275.000000 Penalty: 4831.812500
	Iteration 10Q: 3 clusters Score -2286275 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2286448.250000 Penalty: 4831.812500
	Iteration 11Q: 3 clusters Score -2286448 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2286616.250000 Penalty: 4831.812500
	Iteration 12Q: 3 clusters Score -2286616 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2286825.750000 Penalty: 4831.812500
	Iteration 13Q: 3 clusters Score -2286826 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2287010.750000 Penalty: 4831.812500
	Iteration 14Q: 3 clusters Score -2287011 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2287194.000000 Penalty: 4831.812500
	Iteration 15Q: 3 clusters Score -2287194 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2287371.000000 Penalty: 4831.812500
	Iteration 16Q: 3 clusters Score -2287371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2287519.750000 Penalty: 4831.812500
	Iteration 17Q: 3 clusters Score -2287520 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2287657.500000 Penalty: 4831.812500
	Iteration 18Q: 3 clusters Score -2287658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2287797.250000 Penalty: 4831.812500
	Iteration 19Q: 3 clusters Score -2287797 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2287916.000000 Penalty: 4831.812500
	Iteration 20F: 3 clusters Score -2287916 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2288009.000000 Penalty: 4831.812500
	Iteration 21Q: 3 clusters Score -2288009 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2288089.750000 Penalty: 4831.812500
	Iteration 22Q: 3 clusters Score -2288090 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2288168.750000 Penalty: 4831.812500
	Iteration 23Q: 3 clusters Score -2288169 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2288251.250000 Penalty: 4831.812500
	Iteration 24Q: 3 clusters Score -2288251 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2288347.500000 Penalty: 4831.812500
	Iteration 25Q: 3 clusters Score -2288348 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2288443.000000 Penalty: 4831.812500
	Iteration 26Q: 3 clusters Score -2288443 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2288519.250000 Penalty: 4831.812500
	Iteration 27Q: 3 clusters Score -2288519 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2288601.500000 Penalty: 4831.812500
	Iteration 28Q: 3 clusters Score -2288602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2288663.000000 Penalty: 4831.812500
	Iteration 29Q: 3 clusters Score -2288663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2288724.250000 Penalty: 4831.812500
	Iteration 30Q: 3 clusters Score -2288724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2288780.750000 Penalty: 4831.812500
	Iteration 31Q: 3 clusters Score -2288781 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2288822.250000 Penalty: 4831.812500
	Iteration 32Q: 3 clusters Score -2288822 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2288908.500000 Penalty: 4831.812500
	Iteration 33Q: 3 clusters Score -2288908 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2288974.000000 Penalty: 4831.812500
	Iteration 34Q: 3 clusters Score -2288974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2289058.750000 Penalty: 4831.812500
	Iteration 35Q: 3 clusters Score -2289059 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2289116.500000 Penalty: 4831.812500
	Iteration 36Q: 3 clusters Score -2289116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2289162.750000 Penalty: 4831.812500
	Iteration 37Q: 3 clusters Score -2289163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2289201.000000 Penalty: 4831.812500
	Iteration 38Q: 3 clusters Score -2289201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2289249.500000 Penalty: 4831.812500
	Iteration 39Q: 3 clusters Score -2289250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2289281.750000 Penalty: 4831.812500
	Iteration 40F: 3 clusters Score -2289282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2289331.000000 Penalty: 4831.812500
	Iteration 41Q: 3 clusters Score -2289331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2289369.250000 Penalty: 4831.812500
	Iteration 42Q: 3 clusters Score -2289369 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2289401.250000 Penalty: 4831.812500
	Iteration 43Q: 3 clusters Score -2289401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2289440.000000 Penalty: 4831.812500
	Iteration 44Q: 3 clusters Score -2289440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2289464.250000 Penalty: 4831.812500
	Iteration 45Q: 3 clusters Score -2289464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2289479.500000 Penalty: 4831.812500
	Iteration 46Q: 3 clusters Score -2289480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2289498.000000 Penalty: 4831.812500
	Iteration 47Q: 3 clusters Score -2289498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2289517.500000 Penalty: 4831.812500
	Iteration 48Q: 3 clusters Score -2289518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2289531.500000 Penalty: 4831.812500
	Iteration 49Q: 3 clusters Score -2289532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2289544.500000 Penalty: 4831.812500
	Iteration 50Q: 3 clusters Score -2289544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2289550.750000 Penalty: 4831.812500
	Iteration 51Q: 3 clusters Score -2289551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2289557.000000 Penalty: 4831.812500
	Iteration 52Q: 3 clusters Score -2289557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2289562.250000 Penalty: 4831.812500
	Iteration 53Q: 3 clusters Score -2289562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2289574.750000 Penalty: 4831.812500
	Iteration 54Q: 3 clusters Score -2289575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2289581.250000 Penalty: 4831.812500
	Iteration 55Q: 3 clusters Score -2289581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2289589.500000 Penalty: 4831.812500
	Iteration 56Q: 3 clusters Score -2289590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2289601.000000 Penalty: 4831.812500
	Iteration 57Q: 3 clusters Score -2289601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2289609.250000 Penalty: 4831.812500
	Iteration 58Q: 3 clusters Score -2289609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2289613.750000 Penalty: 4831.812500
	Iteration 59Q: 3 clusters Score -2289614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2289623.500000 Penalty: 4831.812500
	Iteration 60F: 3 clusters Score -2289624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2289625.500000 Penalty: 4831.812500
	Iteration 61Q: 3 clusters Score -2289626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2289631.000000 Penalty: 4831.812500
	Iteration 62Q: 3 clusters Score -2289631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2289638.500000 Penalty: 4831.812500
	Iteration 63Q: 3 clusters Score -2289638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2289641.750000 Penalty: 4831.812500
	Iteration 64Q: 3 clusters Score -2289642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2289644.250000 Penalty: 4831.812500
	Iteration 65Q: 3 clusters Score -2289644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2289648.000000 Penalty: 4831.812500
	Iteration 66Q: 3 clusters Score -2289648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2289652.000000 Penalty: 4831.812500
	Iteration 67Q: 3 clusters Score -2289652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2289654.500000 Penalty: 4831.812500
	Iteration 68Q: 3 clusters Score -2289654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2289660.500000 Penalty: 4831.812500
	Iteration 69Q: 3 clusters Score -2289660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2289656.750000 Penalty: 4831.812500
	Iteration 70Q: 3 clusters Score -2289657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2289662.000000 Penalty: 4831.812500
	Iteration 71Q: 3 clusters Score -2289662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2289663.250000 Penalty: 4831.812500
	Iteration 72Q: 3 clusters Score -2289663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2289662.750000 Penalty: 4831.812500
	Iteration 73Q: 3 clusters Score -2289663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2289666.500000 Penalty: 4831.812500
	Iteration 74Q: 3 clusters Score -2289666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2289664.500000 Penalty: 4831.812500
	Iteration 75Q: 3 clusters Score -2289664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2289664.500000 Penalty: 4831.812500
	Iteration 76F: 3 clusters Score -2289664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (212219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212219 members 
Entering Unmasked Estep 
Score: -31043594.000000 Penalty: 3041.812744
	Iteration 0F: 2 clusters Score -3.104359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -30917804.000000 Penalty: 6083.625488
	Iteration 0F: 3 clusters Score -3.09178e+07 nChanged 102238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -30977112.000000 Penalty: 6083.625488
	Iteration 1F: 3 clusters Score -3.097711e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -30978196.000000 Penalty: 6083.625488
	Iteration 2Q: 3 clusters Score -3.09782e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -30979930.000000 Penalty: 6083.625488
	Iteration 3Q: 3 clusters Score -3.097993e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -30982584.000000 Penalty: 6083.625488
	Iteration 4Q: 3 clusters Score -3.098258e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -30986640.000000 Penalty: 6083.625488
	Iteration 5Q: 3 clusters Score -3.098664e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -30992984.000000 Penalty: 6083.625488
	Iteration 6F: 3 clusters Score -3.099298e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -31002346.000000 Penalty: 6083.625488
	Iteration 7F: 3 clusters Score -3.100235e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -31014320.000000 Penalty: 6083.625488
	Iteration 8F: 3 clusters Score -3.101432e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -31023612.000000 Penalty: 6083.625488
	Iteration 9F: 3 clusters Score -3.102361e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -31026920.000000 Penalty: 6083.625488
	Iteration 10Q: 3 clusters Score -3.102692e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126027 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -31027952.000000 Penalty: 6083.625488
	Iteration 11Q: 3 clusters Score -3.102795e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -31028382.000000 Penalty: 6083.625488
	Iteration 12Q: 3 clusters Score -3.102838e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -31028586.000000 Penalty: 6083.625488
	Iteration 13Q: 3 clusters Score -3.102859e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -31028672.000000 Penalty: 6083.625488
	Iteration 14Q: 3 clusters Score -3.102867e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -31028766.000000 Penalty: 6083.625488
	Iteration 15Q: 3 clusters Score -3.102877e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -31028878.000000 Penalty: 6083.625488
	Iteration 16Q: 3 clusters Score -3.102888e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -31028992.000000 Penalty: 6083.625488
	Iteration 17Q: 3 clusters Score -3.102899e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -31029172.000000 Penalty: 6083.625488
	Iteration 18Q: 3 clusters Score -3.102917e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -31029358.000000 Penalty: 6083.625488
	Iteration 19Q: 3 clusters Score -3.102936e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -31029414.000000 Penalty: 6083.625488
	Iteration 20F: 3 clusters Score -3.102941e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -31029652.000000 Penalty: 6083.625488
	Iteration 21Q: 3 clusters Score -3.102965e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -31029916.000000 Penalty: 6083.625488
	Iteration 22Q: 3 clusters Score -3.102992e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -31030068.000000 Penalty: 6083.625488
	Iteration 23Q: 3 clusters Score -3.103007e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -31030146.000000 Penalty: 6083.625488
	Iteration 24Q: 3 clusters Score -3.103015e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -31030348.000000 Penalty: 6083.625488
	Iteration 25Q: 3 clusters Score -3.103035e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -31030458.000000 Penalty: 6083.625488
	Iteration 26Q: 3 clusters Score -3.103046e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -31030578.000000 Penalty: 6083.625488
	Iteration 27Q: 3 clusters Score -3.103058e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -31030704.000000 Penalty: 6083.625488
	Iteration 28Q: 3 clusters Score -3.10307e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -31030718.000000 Penalty: 6083.625488
	Iteration 29Q: 3 clusters Score -3.103072e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -31030892.000000 Penalty: 6083.625488
	Iteration 30Q: 3 clusters Score -3.103089e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -31030934.000000 Penalty: 6083.625488
	Iteration 31Q: 3 clusters Score -3.103093e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -31031044.000000 Penalty: 6083.625488
	Iteration 32Q: 3 clusters Score -3.103104e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -31031010.000000 Penalty: 6083.625488
	Iteration 33Q: 3 clusters Score -3.103101e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -31031034.000000 Penalty: 6083.625488
	Iteration 34Q: 3 clusters Score -3.103103e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -31031146.000000 Penalty: 6083.625488
	Iteration 35Q: 3 clusters Score -3.103115e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -31031156.000000 Penalty: 6083.625488
	Iteration 36Q: 3 clusters Score -3.103116e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -31031116.000000 Penalty: 6083.625488
	Iteration 37Q: 3 clusters Score -3.103112e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -31031134.000000 Penalty: 6083.625488
	Iteration 38Q: 3 clusters Score -3.103113e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -31031204.000000 Penalty: 6083.625488
	Iteration 39Q: 3 clusters Score -3.10312e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -31031174.000000 Penalty: 6083.625488
	Iteration 40F: 3 clusters Score -3.103117e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -31031134.000000 Penalty: 6083.625488
	Iteration 41Q: 3 clusters Score -3.103113e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -31031116.000000 Penalty: 6083.625488
	Iteration 42Q: 3 clusters Score -3.103112e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -31031146.000000 Penalty: 6083.625488
	Iteration 43Q: 3 clusters Score -3.103115e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -31031102.000000 Penalty: 6083.625488
	Iteration 44Q: 3 clusters Score -3.10311e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -31031140.000000 Penalty: 6083.625488
	Iteration 45Q: 3 clusters Score -3.103114e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -31031148.000000 Penalty: 6083.625488
	Iteration 46Q: 3 clusters Score -3.103115e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -31031118.000000 Penalty: 6083.625488
	Iteration 47Q: 3 clusters Score -3.103112e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -31031124.000000 Penalty: 6083.625488
	Iteration 48Q: 3 clusters Score -3.103112e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -31031156.000000 Penalty: 6083.625488
	Iteration 49Q: 3 clusters Score -3.103116e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -31031166.000000 Penalty: 6083.625488
	Iteration 50Q: 3 clusters Score -3.103117e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -31031172.000000 Penalty: 6083.625488
	Iteration 51Q: 3 clusters Score -3.103117e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -31031212.000000 Penalty: 6083.625488
	Iteration 52Q: 3 clusters Score -3.103121e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -31031162.000000 Penalty: 6083.625488
	Iteration 53Q: 3 clusters Score -3.103116e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -31031138.000000 Penalty: 6083.625488
	Iteration 54Q: 3 clusters Score -3.103114e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -31031150.000000 Penalty: 6083.625488
	Iteration 55Q: 3 clusters Score -3.103115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -31031162.000000 Penalty: 6083.625488
	Iteration 56Q: 3 clusters Score -3.103116e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -31031146.000000 Penalty: 6083.625488
	Iteration 57Q: 3 clusters Score -3.103115e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -31031130.000000 Penalty: 6083.625488
	Iteration 58Q: 3 clusters Score -3.103113e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -31031140.000000 Penalty: 6083.625488
	Iteration 59Q: 3 clusters Score -3.103114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -31031160.000000 Penalty: 6083.625488
	Iteration 60F: 3 clusters Score -3.103116e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -31031168.000000 Penalty: 6083.625488
	Iteration 61Q: 3 clusters Score -3.103117e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -31031146.000000 Penalty: 6083.625488
	Iteration 62Q: 3 clusters Score -3.103115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -31031160.000000 Penalty: 6083.625488
	Iteration 63Q: 3 clusters Score -3.103116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -31031150.000000 Penalty: 6083.625488
	Iteration 64Q: 3 clusters Score -3.103115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -31031148.000000 Penalty: 6083.625488
	Iteration 65Q: 3 clusters Score -3.103115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -31031184.000000 Penalty: 6083.625488
	Iteration 66Q: 3 clusters Score -3.103118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -31031206.000000 Penalty: 6083.625488
	Iteration 67Q: 3 clusters Score -3.103121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -31031224.000000 Penalty: 6083.625488
	Iteration 68Q: 3 clusters Score -3.103122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -31031182.000000 Penalty: 6083.625488
	Iteration 69Q: 3 clusters Score -3.103118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -31031146.000000 Penalty: 6083.625488
	Iteration 70Q: 3 clusters Score -3.103115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -31031178.000000 Penalty: 6083.625488
	Iteration 71Q: 3 clusters Score -3.103118e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -31031200.000000 Penalty: 6083.625488
	Iteration 72Q: 3 clusters Score -3.10312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105757 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -31031174.000000 Penalty: 6083.625488
	Iteration 73Q: 3 clusters Score -3.103117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -31031184.000000 Penalty: 6083.625488
	Iteration 74Q: 3 clusters Score -3.103118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -31031200.000000 Penalty: 6083.625488
	Iteration 75Q: 3 clusters Score -3.10312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -31031186.000000 Penalty: 6083.625488
	Iteration 76Q: 3 clusters Score -3.103119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -31031204.000000 Penalty: 6083.625488
	Iteration 77Q: 3 clusters Score -3.10312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -31031184.000000 Penalty: 6083.625488
	Iteration 78Q: 3 clusters Score -3.103118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -31031192.000000 Penalty: 6083.625488
	Iteration 79Q: 3 clusters Score -3.103119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -31031192.000000 Penalty: 6083.625488
	Iteration 80F: 3 clusters Score -3.103119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -31031214.000000 Penalty: 6083.625488
	Iteration 81Q: 3 clusters Score -3.103121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -31031208.000000 Penalty: 6083.625488
	Iteration 82Q: 3 clusters Score -3.103121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -31031222.000000 Penalty: 6083.625488
	Iteration 83Q: 3 clusters Score -3.103122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -31031224.000000 Penalty: 6083.625488
	Iteration 84Q: 3 clusters Score -3.103122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 106547 members 
Entering Unmasked Estep 
Score: -31031260.000000 Penalty: 6083.625488
	Iteration 85Q: 3 clusters Score -3.103126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -31031262.000000 Penalty: 6083.625488
	Iteration 86Q: 3 clusters Score -3.103126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -31031262.000000 Penalty: 6083.625488
	Iteration 87Q: 3 clusters Score -3.103126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -31031238.000000 Penalty: 6083.625488
	Iteration 88Q: 3 clusters Score -3.103124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -31031270.000000 Penalty: 6083.625488
	Iteration 89Q: 3 clusters Score -3.103127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -31031256.000000 Penalty: 6083.625488
	Iteration 90Q: 3 clusters Score -3.103126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -31031254.000000 Penalty: 6083.625488
	Iteration 91Q: 3 clusters Score -3.103125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -31031256.000000 Penalty: 6083.625488
	Iteration 92Q: 3 clusters Score -3.103126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -31031266.000000 Penalty: 6083.625488
	Iteration 93Q: 3 clusters Score -3.103127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -31031258.000000 Penalty: 6083.625488
	Iteration 94Q: 3 clusters Score -3.103126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -31031252.000000 Penalty: 6083.625488
	Iteration 95Q: 3 clusters Score -3.103125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -31031274.000000 Penalty: 6083.625488
	Iteration 96Q: 3 clusters Score -3.103127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -31031280.000000 Penalty: 6083.625488
	Iteration 97Q: 3 clusters Score -3.103128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -31031280.000000 Penalty: 6083.625488
	Iteration 98Q: 3 clusters Score -3.103128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -31031284.000000 Penalty: 6083.625488
	Iteration 99Q: 3 clusters Score -3.103128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -31031268.000000 Penalty: 6083.625488
	Iteration 100F: 3 clusters Score -3.103127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -31031274.000000 Penalty: 6083.625488
	Iteration 101Q: 3 clusters Score -3.103127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -31031288.000000 Penalty: 6083.625488
	Iteration 102Q: 3 clusters Score -3.103129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -31031296.000000 Penalty: 6083.625488
	Iteration 103Q: 3 clusters Score -3.10313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -31031300.000000 Penalty: 6083.625488
	Iteration 104Q: 3 clusters Score -3.10313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -31031304.000000 Penalty: 6083.625488
	Iteration 105Q: 3 clusters Score -3.10313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -31031316.000000 Penalty: 6083.625488
	Iteration 106Q: 3 clusters Score -3.103132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -31031314.000000 Penalty: 6083.625488
	Iteration 107Q: 3 clusters Score -3.103131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -31031322.000000 Penalty: 6083.625488
	Iteration 108Q: 3 clusters Score -3.103132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -31031286.000000 Penalty: 6083.625488
	Iteration 109Q: 3 clusters Score -3.103129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -31031282.000000 Penalty: 6083.625488
	Iteration 110Q: 3 clusters Score -3.103128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -31031306.000000 Penalty: 6083.625488
	Iteration 111Q: 3 clusters Score -3.103131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -31031292.000000 Penalty: 6083.625488
	Iteration 112Q: 3 clusters Score -3.103129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -31031282.000000 Penalty: 6083.625488
	Iteration 113Q: 3 clusters Score -3.103128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -31031292.000000 Penalty: 6083.625488
	Iteration 114Q: 3 clusters Score -3.103129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -31031300.000000 Penalty: 6083.625488
	Iteration 115Q: 3 clusters Score -3.10313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -31031320.000000 Penalty: 6083.625488
	Iteration 116Q: 3 clusters Score -3.103132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -31031316.000000 Penalty: 6083.625488
	Iteration 117Q: 3 clusters Score -3.103132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -31031332.000000 Penalty: 6083.625488
	Iteration 118Q: 3 clusters Score -3.103133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -31031320.000000 Penalty: 6083.625488
	Iteration 119Q: 3 clusters Score -3.103132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -31031308.000000 Penalty: 6083.625488
	Iteration 120F: 3 clusters Score -3.103131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -31031316.000000 Penalty: 6083.625488
	Iteration 121Q: 3 clusters Score -3.103132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -31031310.000000 Penalty: 6083.625488
	Iteration 122Q: 3 clusters Score -3.103131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105574 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -31031312.000000 Penalty: 6083.625488
	Iteration 123Q: 3 clusters Score -3.103131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -31031316.000000 Penalty: 6083.625488
	Iteration 124Q: 3 clusters Score -3.103132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -31031324.000000 Penalty: 6083.625488
	Iteration 125Q: 3 clusters Score -3.103132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -31031324.000000 Penalty: 6083.625488
	Iteration 126F: 3 clusters Score -3.103132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -698939.562500 Penalty: 2108.515869
	Iteration 0F: 2 clusters Score -698939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -694530.250000 Penalty: 4217.031738
	Iteration 0F: 3 clusters Score -694530.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -695574.437500 Penalty: 4217.031738
	Iteration 1F: 3 clusters Score -695574.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -695759.437500 Penalty: 4217.031738
	Iteration 2F: 3 clusters Score -695759.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -695883.750000 Penalty: 4217.031738
	Iteration 3Q: 3 clusters Score -695883.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -695975.312500 Penalty: 4217.031738
	Iteration 4Q: 3 clusters Score -695975.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -696039.562500 Penalty: 4217.031738
	Iteration 5Q: 3 clusters Score -696039.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -696101.500000 Penalty: 4217.031738
	Iteration 6Q: 3 clusters Score -696101.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -696164.062500 Penalty: 4217.031738
	Iteration 7Q: 3 clusters Score -696164.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -696226.625000 Penalty: 4217.031738
	Iteration 8Q: 3 clusters Score -696226.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -696310.750000 Penalty: 4217.031738
	Iteration 9Q: 3 clusters Score -696310.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -696400.187500 Penalty: 4217.031738
	Iteration 10Q: 3 clusters Score -696400.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -696499.437500 Penalty: 4217.031738
	Iteration 11Q: 3 clusters Score -696499.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -696605.000000 Penalty: 4217.031738
	Iteration 12Q: 3 clusters Score -696605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -696708.437500 Penalty: 4217.031738
	Iteration 13Q: 3 clusters Score -696708.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -696798.562500 Penalty: 4217.031738
	Iteration 14Q: 3 clusters Score -696798.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -696896.500000 Penalty: 4217.031738
	Iteration 15Q: 3 clusters Score -696896.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -696996.687500 Penalty: 4217.031738
	Iteration 16Q: 3 clusters Score -696996.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -697092.000000 Penalty: 4217.031738
	Iteration 17Q: 3 clusters Score -697092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -697168.937500 Penalty: 4217.031738
	Iteration 18Q: 3 clusters Score -697168.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -697233.687500 Penalty: 4217.031738
	Iteration 19Q: 3 clusters Score -697233.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -697294.562500 Penalty: 4217.031738
	Iteration 20F: 3 clusters Score -697294.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -697332.875000 Penalty: 4217.031738
	Iteration 21Q: 3 clusters Score -697332.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -697352.125000 Penalty: 4217.031738
	Iteration 22Q: 3 clusters Score -697352.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -697370.687500 Penalty: 4217.031738
	Iteration 23Q: 3 clusters Score -697370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -697388.187500 Penalty: 4217.031738
	Iteration 24Q: 3 clusters Score -697388.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -697405.125000 Penalty: 4217.031738
	Iteration 25Q: 3 clusters Score -697405.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -697418.187500 Penalty: 4217.031738
	Iteration 26Q: 3 clusters Score -697418.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -697431.250000 Penalty: 4217.031738
	Iteration 27Q: 3 clusters Score -697431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -697442.750000 Penalty: 4217.031738
	Iteration 28Q: 3 clusters Score -697442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -697450.375000 Penalty: 4217.031738
	Iteration 29Q: 3 clusters Score -697450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -697452.812500 Penalty: 4217.031738
	Iteration 30Q: 3 clusters Score -697452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -697455.250000 Penalty: 4217.031738
	Iteration 31Q: 3 clusters Score -697455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -697457.062500 Penalty: 4217.031738
	Iteration 32Q: 3 clusters Score -697457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -697458.875000 Penalty: 4217.031738
	Iteration 33Q: 3 clusters Score -697458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -697460.812500 Penalty: 4217.031738
	Iteration 34Q: 3 clusters Score -697460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -697467.750000 Penalty: 4217.031738
	Iteration 35Q: 3 clusters Score -697467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -697471.000000 Penalty: 4217.031738
	Iteration 36Q: 3 clusters Score -697471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -697475.000000 Penalty: 4217.031738
	Iteration 37Q: 3 clusters Score -697475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -697476.000000 Penalty: 4217.031738
	Iteration 38Q: 3 clusters Score -697476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -697479.000000 Penalty: 4217.031738
	Iteration 39Q: 3 clusters Score -697479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -697478.062500 Penalty: 4217.031738
	Iteration 40F: 3 clusters Score -697478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -697478.062500 Penalty: 4217.031738
	Iteration 41Q: 3 clusters Score -697478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -697479.937500 Penalty: 4217.031738
	Iteration 42Q: 3 clusters Score -697479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -697481.500000 Penalty: 4217.031738
	Iteration 43Q: 3 clusters Score -697481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -697481.500000 Penalty: 4217.031738
	Iteration 44F: 3 clusters Score -697481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (131624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Entering Unmasked Estep 
Score: -19302222.000000 Penalty: 2923.350586
	Iteration 0F: 2 clusters Score -1.930222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -19218334.000000 Penalty: 5846.701172
	Iteration 0F: 3 clusters Score -1.921833e+07 nChanged 62876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -19254762.000000 Penalty: 5846.701172
	Iteration 1F: 3 clusters Score -1.925476e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -19255690.000000 Penalty: 5846.701172
	Iteration 2Q: 3 clusters Score -1.925569e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -19256830.000000 Penalty: 5846.701172
	Iteration 3Q: 3 clusters Score -1.925683e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -19258338.000000 Penalty: 5846.701172
	Iteration 4Q: 3 clusters Score -1.925834e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -19260338.000000 Penalty: 5846.701172
	Iteration 5Q: 3 clusters Score -1.926034e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -19263448.000000 Penalty: 5846.701172
	Iteration 6Q: 3 clusters Score -1.926345e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -19268150.000000 Penalty: 5846.701172
	Iteration 7F: 3 clusters Score -1.926815e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -19274394.000000 Penalty: 5846.701172
	Iteration 8F: 3 clusters Score -1.927439e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -19280494.000000 Penalty: 5846.701172
	Iteration 9F: 3 clusters Score -1.928049e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -19284280.000000 Penalty: 5846.701172
	Iteration 10F: 3 clusters Score -1.928428e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -19285852.000000 Penalty: 5846.701172
	Iteration 11Q: 3 clusters Score -1.928585e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -19286566.000000 Penalty: 5846.701172
	Iteration 12Q: 3 clusters Score -1.928657e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -19286878.000000 Penalty: 5846.701172
	Iteration 13Q: 3 clusters Score -1.928688e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -19287172.000000 Penalty: 5846.701172
	Iteration 14Q: 3 clusters Score -1.928717e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -19287488.000000 Penalty: 5846.701172
	Iteration 15Q: 3 clusters Score -1.928749e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -19287842.000000 Penalty: 5846.701172
	Iteration 16Q: 3 clusters Score -1.928784e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -19288114.000000 Penalty: 5846.701172
	Iteration 17Q: 3 clusters Score -1.928811e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -19288384.000000 Penalty: 5846.701172
	Iteration 18Q: 3 clusters Score -1.928838e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -19288568.000000 Penalty: 5846.701172
	Iteration 19Q: 3 clusters Score -1.928857e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -19288808.000000 Penalty: 5846.701172
	Iteration 20F: 3 clusters Score -1.928881e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -19288954.000000 Penalty: 5846.701172
	Iteration 21Q: 3 clusters Score -1.928895e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -19289258.000000 Penalty: 5846.701172
	Iteration 22Q: 3 clusters Score -1.928926e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -19289456.000000 Penalty: 5846.701172
	Iteration 23Q: 3 clusters Score -1.928946e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -19289504.000000 Penalty: 5846.701172
	Iteration 24Q: 3 clusters Score -1.92895e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -19289648.000000 Penalty: 5846.701172
	Iteration 25Q: 3 clusters Score -1.928965e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -19289776.000000 Penalty: 5846.701172
	Iteration 26Q: 3 clusters Score -1.928978e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -19289984.000000 Penalty: 5846.701172
	Iteration 27Q: 3 clusters Score -1.928998e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -19290092.000000 Penalty: 5846.701172
	Iteration 28Q: 3 clusters Score -1.929009e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -19290190.000000 Penalty: 5846.701172
	Iteration 29Q: 3 clusters Score -1.929019e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -19290388.000000 Penalty: 5846.701172
	Iteration 30Q: 3 clusters Score -1.929039e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -19290508.000000 Penalty: 5846.701172
	Iteration 31Q: 3 clusters Score -1.929051e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -19290658.000000 Penalty: 5846.701172
	Iteration 32Q: 3 clusters Score -1.929066e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -19290778.000000 Penalty: 5846.701172
	Iteration 33Q: 3 clusters Score -1.929078e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -19290862.000000 Penalty: 5846.701172
	Iteration 34Q: 3 clusters Score -1.929086e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -19291000.000000 Penalty: 5846.701172
	Iteration 35Q: 3 clusters Score -1.9291e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -19291114.000000 Penalty: 5846.701172
	Iteration 36Q: 3 clusters Score -1.929111e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -19291178.000000 Penalty: 5846.701172
	Iteration 37Q: 3 clusters Score -1.929118e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -19291254.000000 Penalty: 5846.701172
	Iteration 38Q: 3 clusters Score -1.929125e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -19291380.000000 Penalty: 5846.701172
	Iteration 39Q: 3 clusters Score -1.929138e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -19291458.000000 Penalty: 5846.701172
	Iteration 40F: 3 clusters Score -1.929146e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -19291524.000000 Penalty: 5846.701172
	Iteration 41Q: 3 clusters Score -1.929152e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -19291606.000000 Penalty: 5846.701172
	Iteration 42Q: 3 clusters Score -1.929161e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -19291646.000000 Penalty: 5846.701172
	Iteration 43Q: 3 clusters Score -1.929165e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -19291780.000000 Penalty: 5846.701172
	Iteration 44Q: 3 clusters Score -1.929178e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -19291850.000000 Penalty: 5846.701172
	Iteration 45Q: 3 clusters Score -1.929185e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -19292014.000000 Penalty: 5846.701172
	Iteration 46Q: 3 clusters Score -1.929201e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -19292100.000000 Penalty: 5846.701172
	Iteration 47Q: 3 clusters Score -1.92921e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -19292242.000000 Penalty: 5846.701172
	Iteration 48Q: 3 clusters Score -1.929224e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -19292254.000000 Penalty: 5846.701172
	Iteration 49Q: 3 clusters Score -1.929225e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -19292288.000000 Penalty: 5846.701172
	Iteration 50Q: 3 clusters Score -1.929229e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -19292338.000000 Penalty: 5846.701172
	Iteration 51Q: 3 clusters Score -1.929234e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -19292376.000000 Penalty: 5846.701172
	Iteration 52Q: 3 clusters Score -1.929238e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -19292534.000000 Penalty: 5846.701172
	Iteration 53Q: 3 clusters Score -1.929253e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -19292692.000000 Penalty: 5846.701172
	Iteration 54Q: 3 clusters Score -1.929269e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -19292872.000000 Penalty: 5846.701172
	Iteration 55Q: 3 clusters Score -1.929287e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -19292952.000000 Penalty: 5846.701172
	Iteration 56Q: 3 clusters Score -1.929295e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -19293012.000000 Penalty: 5846.701172
	Iteration 57Q: 3 clusters Score -1.929301e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -19293174.000000 Penalty: 5846.701172
	Iteration 58Q: 3 clusters Score -1.929317e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -19293340.000000 Penalty: 5846.701172
	Iteration 59Q: 3 clusters Score -1.929334e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -19293472.000000 Penalty: 5846.701172
	Iteration 60F: 3 clusters Score -1.929347e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -19293594.000000 Penalty: 5846.701172
	Iteration 61Q: 3 clusters Score -1.929359e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -19293704.000000 Penalty: 5846.701172
	Iteration 62Q: 3 clusters Score -1.92937e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -19293886.000000 Penalty: 5846.701172
	Iteration 63Q: 3 clusters Score -1.929389e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -19294084.000000 Penalty: 5846.701172
	Iteration 64Q: 3 clusters Score -1.929408e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -19294270.000000 Penalty: 5846.701172
	Iteration 65Q: 3 clusters Score -1.929427e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -19294434.000000 Penalty: 5846.701172
	Iteration 66Q: 3 clusters Score -1.929443e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -19294636.000000 Penalty: 5846.701172
	Iteration 67Q: 3 clusters Score -1.929464e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -19294824.000000 Penalty: 5846.701172
	Iteration 68Q: 3 clusters Score -1.929482e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -19295042.000000 Penalty: 5846.701172
	Iteration 69Q: 3 clusters Score -1.929504e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -19295164.000000 Penalty: 5846.701172
	Iteration 70Q: 3 clusters Score -1.929516e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -19295348.000000 Penalty: 5846.701172
	Iteration 71Q: 3 clusters Score -1.929535e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -19295600.000000 Penalty: 5846.701172
	Iteration 72Q: 3 clusters Score -1.92956e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -19295866.000000 Penalty: 5846.701172
	Iteration 73Q: 3 clusters Score -1.929587e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -19296040.000000 Penalty: 5846.701172
	Iteration 74Q: 3 clusters Score -1.929604e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -19296266.000000 Penalty: 5846.701172
	Iteration 75Q: 3 clusters Score -1.929627e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -19296484.000000 Penalty: 5846.701172
	Iteration 76Q: 3 clusters Score -1.929648e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -19296712.000000 Penalty: 5846.701172
	Iteration 77Q: 3 clusters Score -1.929671e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -19296908.000000 Penalty: 5846.701172
	Iteration 78Q: 3 clusters Score -1.929691e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -19297148.000000 Penalty: 5846.701172
	Iteration 79Q: 3 clusters Score -1.929715e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -19297282.000000 Penalty: 5846.701172
	Iteration 80F: 3 clusters Score -1.929728e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -19297378.000000 Penalty: 5846.701172
	Iteration 81Q: 3 clusters Score -1.929738e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -19297460.000000 Penalty: 5846.701172
	Iteration 82Q: 3 clusters Score -1.929746e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -19297586.000000 Penalty: 5846.701172
	Iteration 83Q: 3 clusters Score -1.929759e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -19297664.000000 Penalty: 5846.701172
	Iteration 84Q: 3 clusters Score -1.929766e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -19297744.000000 Penalty: 5846.701172
	Iteration 85Q: 3 clusters Score -1.929774e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -19297938.000000 Penalty: 5846.701172
	Iteration 86Q: 3 clusters Score -1.929794e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -19298030.000000 Penalty: 5846.701172
	Iteration 87Q: 3 clusters Score -1.929803e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -19298108.000000 Penalty: 5846.701172
	Iteration 88Q: 3 clusters Score -1.929811e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -19298182.000000 Penalty: 5846.701172
	Iteration 89Q: 3 clusters Score -1.929818e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -19298296.000000 Penalty: 5846.701172
	Iteration 90Q: 3 clusters Score -1.92983e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -19298310.000000 Penalty: 5846.701172
	Iteration 91Q: 3 clusters Score -1.929831e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -19298330.000000 Penalty: 5846.701172
	Iteration 92Q: 3 clusters Score -1.929833e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -19298330.000000 Penalty: 5846.701172
	Iteration 93Q: 3 clusters Score -1.929833e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -19298404.000000 Penalty: 5846.701172
	Iteration 94Q: 3 clusters Score -1.92984e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -19298430.000000 Penalty: 5846.701172
	Iteration 95Q: 3 clusters Score -1.929843e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -19298450.000000 Penalty: 5846.701172
	Iteration 96Q: 3 clusters Score -1.929845e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -19298472.000000 Penalty: 5846.701172
	Iteration 97Q: 3 clusters Score -1.929847e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -19298506.000000 Penalty: 5846.701172
	Iteration 98Q: 3 clusters Score -1.929851e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -19298566.000000 Penalty: 5846.701172
	Iteration 99Q: 3 clusters Score -1.929857e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -19298630.000000 Penalty: 5846.701172
	Iteration 100F: 3 clusters Score -1.929863e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -19298664.000000 Penalty: 5846.701172
	Iteration 101Q: 3 clusters Score -1.929866e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -19298674.000000 Penalty: 5846.701172
	Iteration 102Q: 3 clusters Score -1.929867e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116870 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -19298694.000000 Penalty: 5846.701172
	Iteration 103Q: 3 clusters Score -1.929869e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -19298662.000000 Penalty: 5846.701172
	Iteration 104Q: 3 clusters Score -1.929866e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -19298700.000000 Penalty: 5846.701172
	Iteration 105Q: 3 clusters Score -1.92987e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -19298692.000000 Penalty: 5846.701172
	Iteration 106Q: 3 clusters Score -1.929869e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -19298718.000000 Penalty: 5846.701172
	Iteration 107Q: 3 clusters Score -1.929872e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -19298736.000000 Penalty: 5846.701172
	Iteration 108Q: 3 clusters Score -1.929874e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -19298726.000000 Penalty: 5846.701172
	Iteration 109Q: 3 clusters Score -1.929873e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118375 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -19298786.000000 Penalty: 5846.701172
	Iteration 110Q: 3 clusters Score -1.929879e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -19298794.000000 Penalty: 5846.701172
	Iteration 111Q: 3 clusters Score -1.929879e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -19298864.000000 Penalty: 5846.701172
	Iteration 112Q: 3 clusters Score -1.929886e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -19298842.000000 Penalty: 5846.701172
	Iteration 113Q: 3 clusters Score -1.929884e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -19298894.000000 Penalty: 5846.701172
	Iteration 114Q: 3 clusters Score -1.929889e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -19298912.000000 Penalty: 5846.701172
	Iteration 115Q: 3 clusters Score -1.929891e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -19298932.000000 Penalty: 5846.701172
	Iteration 116Q: 3 clusters Score -1.929893e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -19298950.000000 Penalty: 5846.701172
	Iteration 117Q: 3 clusters Score -1.929895e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -19299006.000000 Penalty: 5846.701172
	Iteration 118Q: 3 clusters Score -1.929901e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -19299046.000000 Penalty: 5846.701172
	Iteration 119Q: 3 clusters Score -1.929905e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -19299066.000000 Penalty: 5846.701172
	Iteration 120F: 3 clusters Score -1.929907e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120551 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -19299068.000000 Penalty: 5846.701172
	Iteration 121Q: 3 clusters Score -1.929907e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -19299084.000000 Penalty: 5846.701172
	Iteration 122Q: 3 clusters Score -1.929908e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -19299104.000000 Penalty: 5846.701172
	Iteration 123Q: 3 clusters Score -1.92991e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -19299156.000000 Penalty: 5846.701172
	Iteration 124Q: 3 clusters Score -1.929916e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121216 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -19299140.000000 Penalty: 5846.701172
	Iteration 125Q: 3 clusters Score -1.929914e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121339 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -19299152.000000 Penalty: 5846.701172
	Iteration 126Q: 3 clusters Score -1.929915e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -19299202.000000 Penalty: 5846.701172
	Iteration 127Q: 3 clusters Score -1.92992e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -19299234.000000 Penalty: 5846.701172
	Iteration 128Q: 3 clusters Score -1.929923e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -19299226.000000 Penalty: 5846.701172
	Iteration 129Q: 3 clusters Score -1.929923e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -19299244.000000 Penalty: 5846.701172
	Iteration 130Q: 3 clusters Score -1.929924e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -19299254.000000 Penalty: 5846.701172
	Iteration 131Q: 3 clusters Score -1.929925e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -19299272.000000 Penalty: 5846.701172
	Iteration 132Q: 3 clusters Score -1.929927e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -19299342.000000 Penalty: 5846.701172
	Iteration 133Q: 3 clusters Score -1.929934e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -19299400.000000 Penalty: 5846.701172
	Iteration 134Q: 3 clusters Score -1.92994e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -19299436.000000 Penalty: 5846.701172
	Iteration 135Q: 3 clusters Score -1.929944e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -19299480.000000 Penalty: 5846.701172
	Iteration 136Q: 3 clusters Score -1.929948e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122810 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -19299490.000000 Penalty: 5846.701172
	Iteration 137Q: 3 clusters Score -1.929949e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122942 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -19299548.000000 Penalty: 5846.701172
	Iteration 138Q: 3 clusters Score -1.929955e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -19299568.000000 Penalty: 5846.701172
	Iteration 139Q: 3 clusters Score -1.929957e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -19299584.000000 Penalty: 5846.701172
	Iteration 140F: 3 clusters Score -1.929958e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -19299560.000000 Penalty: 5846.701172
	Iteration 141Q: 3 clusters Score -1.929956e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123468 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -19299622.000000 Penalty: 5846.701172
	Iteration 142Q: 3 clusters Score -1.929962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123589 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -19299616.000000 Penalty: 5846.701172
	Iteration 143Q: 3 clusters Score -1.929962e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -19299650.000000 Penalty: 5846.701172
	Iteration 144Q: 3 clusters Score -1.929965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -19299666.000000 Penalty: 5846.701172
	Iteration 145Q: 3 clusters Score -1.929967e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -19299728.000000 Penalty: 5846.701172
	Iteration 146Q: 3 clusters Score -1.929973e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -19299770.000000 Penalty: 5846.701172
	Iteration 147Q: 3 clusters Score -1.929977e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124087 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -19299772.000000 Penalty: 5846.701172
	Iteration 148Q: 3 clusters Score -1.929977e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -19299776.000000 Penalty: 5846.701172
	Iteration 149Q: 3 clusters Score -1.929978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -19299784.000000 Penalty: 5846.701172
	Iteration 150Q: 3 clusters Score -1.929978e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124388 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -19299810.000000 Penalty: 5846.701172
	Iteration 151Q: 3 clusters Score -1.929981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -19299842.000000 Penalty: 5846.701172
	Iteration 152Q: 3 clusters Score -1.929984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -19299830.000000 Penalty: 5846.701172
	Iteration 153Q: 3 clusters Score -1.929983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -19299856.000000 Penalty: 5846.701172
	Iteration 154Q: 3 clusters Score -1.929986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -19299860.000000 Penalty: 5846.701172
	Iteration 155Q: 3 clusters Score -1.929986e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124748 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -19299892.000000 Penalty: 5846.701172
	Iteration 156Q: 3 clusters Score -1.929989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -19299894.000000 Penalty: 5846.701172
	Iteration 157Q: 3 clusters Score -1.929989e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -19299954.000000 Penalty: 5846.701172
	Iteration 158Q: 3 clusters Score -1.929995e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -19299942.000000 Penalty: 5846.701172
	Iteration 159Q: 3 clusters Score -1.929994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125066 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -19299958.000000 Penalty: 5846.701172
	Iteration 160F: 3 clusters Score -1.929996e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -19299968.000000 Penalty: 5846.701172
	Iteration 161Q: 3 clusters Score -1.929997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -19299960.000000 Penalty: 5846.701172
	Iteration 162Q: 3 clusters Score -1.929996e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125339 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -19299984.000000 Penalty: 5846.701172
	Iteration 163Q: 3 clusters Score -1.929998e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -19300076.000000 Penalty: 5846.701172
	Iteration 164Q: 3 clusters Score -1.930008e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -19300100.000000 Penalty: 5846.701172
	Iteration 165Q: 3 clusters Score -1.93001e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -19300122.000000 Penalty: 5846.701172
	Iteration 166Q: 3 clusters Score -1.930012e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -19300136.000000 Penalty: 5846.701172
	Iteration 167Q: 3 clusters Score -1.930014e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -19300168.000000 Penalty: 5846.701172
	Iteration 168Q: 3 clusters Score -1.930017e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -19300174.000000 Penalty: 5846.701172
	Iteration 169Q: 3 clusters Score -1.930017e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -19300200.000000 Penalty: 5846.701172
	Iteration 170Q: 3 clusters Score -1.93002e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -19300212.000000 Penalty: 5846.701172
	Iteration 171Q: 3 clusters Score -1.930021e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126069 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -19300224.000000 Penalty: 5846.701172
	Iteration 172Q: 3 clusters Score -1.930022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -19300238.000000 Penalty: 5846.701172
	Iteration 173Q: 3 clusters Score -1.930024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126146 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -19300208.000000 Penalty: 5846.701172
	Iteration 174Q: 3 clusters Score -1.930021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126177 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -19300236.000000 Penalty: 5846.701172
	Iteration 175Q: 3 clusters Score -1.930024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -19300258.000000 Penalty: 5846.701172
	Iteration 176Q: 3 clusters Score -1.930026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -19300252.000000 Penalty: 5846.701172
	Iteration 177Q: 3 clusters Score -1.930025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -19300282.000000 Penalty: 5846.701172
	Iteration 178Q: 3 clusters Score -1.930028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -19300270.000000 Penalty: 5846.701172
	Iteration 179Q: 3 clusters Score -1.930027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -19300262.000000 Penalty: 5846.701172
	Iteration 180F: 3 clusters Score -1.930026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -19300272.000000 Penalty: 5846.701172
	Iteration 181Q: 3 clusters Score -1.930027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -19300288.000000 Penalty: 5846.701172
	Iteration 182Q: 3 clusters Score -1.930029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -19300286.000000 Penalty: 5846.701172
	Iteration 183Q: 3 clusters Score -1.930029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126377 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -19300300.000000 Penalty: 5846.701172
	Iteration 184Q: 3 clusters Score -1.93003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -19300300.000000 Penalty: 5846.701172
	Iteration 185Q: 3 clusters Score -1.93003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -19300302.000000 Penalty: 5846.701172
	Iteration 186Q: 3 clusters Score -1.93003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126433 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -19300278.000000 Penalty: 5846.701172
	Iteration 187Q: 3 clusters Score -1.930028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -19300286.000000 Penalty: 5846.701172
	Iteration 188Q: 3 clusters Score -1.930029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -19300294.000000 Penalty: 5846.701172
	Iteration 189Q: 3 clusters Score -1.930029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19300300.000000 Penalty: 5846.701172
	Iteration 190Q: 3 clusters Score -1.93003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -19300302.000000 Penalty: 5846.701172
	Iteration 191Q: 3 clusters Score -1.93003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -19300314.000000 Penalty: 5846.701172
	Iteration 192Q: 3 clusters Score -1.930031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -19300322.000000 Penalty: 5846.701172
	Iteration 193Q: 3 clusters Score -1.930032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -19300286.000000 Penalty: 5846.701172
	Iteration 194Q: 3 clusters Score -1.930029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -19300268.000000 Penalty: 5846.701172
	Iteration 195Q: 3 clusters Score -1.930027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -19300284.000000 Penalty: 5846.701172
	Iteration 196Q: 3 clusters Score -1.930028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -19300308.000000 Penalty: 5846.701172
	Iteration 197Q: 3 clusters Score -1.930031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -19300336.000000 Penalty: 5846.701172
	Iteration 198Q: 3 clusters Score -1.930034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -19300322.000000 Penalty: 5846.701172
	Iteration 199Q: 3 clusters Score -1.930032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126770 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -19300316.000000 Penalty: 5846.701172
	Iteration 200F: 3 clusters Score -1.930032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126787 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -19300334.000000 Penalty: 5846.701172
	Iteration 201Q: 3 clusters Score -1.930033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -19300340.000000 Penalty: 5846.701172
	Iteration 202Q: 3 clusters Score -1.930034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -19300338.000000 Penalty: 5846.701172
	Iteration 203Q: 3 clusters Score -1.930034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -19300348.000000 Penalty: 5846.701172
	Iteration 204Q: 3 clusters Score -1.930035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -19300358.000000 Penalty: 5846.701172
	Iteration 205Q: 3 clusters Score -1.930036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 206Q: 3 clusters Score -1.930037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -19300360.000000 Penalty: 5846.701172
	Iteration 207Q: 3 clusters Score -1.930036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -19300376.000000 Penalty: 5846.701172
	Iteration 208Q: 3 clusters Score -1.930038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 209Q: 3 clusters Score -1.930037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -19300354.000000 Penalty: 5846.701172
	Iteration 210Q: 3 clusters Score -1.930035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -19300344.000000 Penalty: 5846.701172
	Iteration 211Q: 3 clusters Score -1.930034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -19300356.000000 Penalty: 5846.701172
	Iteration 212Q: 3 clusters Score -1.930036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126931 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -19300354.000000 Penalty: 5846.701172
	Iteration 213Q: 3 clusters Score -1.930035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126948 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -19300378.000000 Penalty: 5846.701172
	Iteration 214Q: 3 clusters Score -1.930038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19300368.000000 Penalty: 5846.701172
	Iteration 215Q: 3 clusters Score -1.930037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -19300368.000000 Penalty: 5846.701172
	Iteration 216Q: 3 clusters Score -1.930037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -19300370.000000 Penalty: 5846.701172
	Iteration 217Q: 3 clusters Score -1.930037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 218Q: 3 clusters Score -1.930037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -19300380.000000 Penalty: 5846.701172
	Iteration 219Q: 3 clusters Score -1.930038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -19300376.000000 Penalty: 5846.701172
	Iteration 220F: 3 clusters Score -1.930038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127035 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -19300374.000000 Penalty: 5846.701172
	Iteration 221Q: 3 clusters Score -1.930037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -19300376.000000 Penalty: 5846.701172
	Iteration 222Q: 3 clusters Score -1.930038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -19300378.000000 Penalty: 5846.701172
	Iteration 223Q: 3 clusters Score -1.930038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -19300384.000000 Penalty: 5846.701172
	Iteration 224Q: 3 clusters Score -1.930038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -19300382.000000 Penalty: 5846.701172
	Iteration 225Q: 3 clusters Score -1.930038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127063 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -19300378.000000 Penalty: 5846.701172
	Iteration 226Q: 3 clusters Score -1.930038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -19300376.000000 Penalty: 5846.701172
	Iteration 227Q: 3 clusters Score -1.930038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -19300364.000000 Penalty: 5846.701172
	Iteration 228Q: 3 clusters Score -1.930036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 229Q: 3 clusters Score -1.930037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127074 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -19300358.000000 Penalty: 5846.701172
	Iteration 230Q: 3 clusters Score -1.930036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127076 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19300362.000000 Penalty: 5846.701172
	Iteration 231Q: 3 clusters Score -1.930036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -19300374.000000 Penalty: 5846.701172
	Iteration 232Q: 3 clusters Score -1.930037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 233Q: 3 clusters Score -1.930037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -19300364.000000 Penalty: 5846.701172
	Iteration 234Q: 3 clusters Score -1.930036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -19300364.000000 Penalty: 5846.701172
	Iteration 235Q: 3 clusters Score -1.930036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -19300380.000000 Penalty: 5846.701172
	Iteration 236Q: 3 clusters Score -1.930038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127089 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19300366.000000 Penalty: 5846.701172
	Iteration 237Q: 3 clusters Score -1.930037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -19300346.000000 Penalty: 5846.701172
	Iteration 238Q: 3 clusters Score -1.930035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -19300346.000000 Penalty: 5846.701172
	Iteration 239Q: 3 clusters Score -1.930035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -19300352.000000 Penalty: 5846.701172
	Iteration 240F: 3 clusters Score -1.930035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -19300356.000000 Penalty: 5846.701172
	Iteration 241Q: 3 clusters Score -1.930036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -19300364.000000 Penalty: 5846.701172
	Iteration 242Q: 3 clusters Score -1.930036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -19300364.000000 Penalty: 5846.701172
	Iteration 243F: 3 clusters Score -1.930036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (102090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Entering Unmasked Estep 
Score: -15032737.000000 Penalty: 2860.335449
	Iteration 0F: 2 clusters Score -1.503274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -14965184.000000 Penalty: 5720.670898
	Iteration 0F: 3 clusters Score -1.496518e+07 nChanged 48179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -14992722.000000 Penalty: 5720.670898
	Iteration 1F: 3 clusters Score -1.499272e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -14993921.000000 Penalty: 5720.670898
	Iteration 2Q: 3 clusters Score -1.499392e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -14995365.000000 Penalty: 5720.670898
	Iteration 3Q: 3 clusters Score -1.499536e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -14997789.000000 Penalty: 5720.670898
	Iteration 4F: 3 clusters Score -1.499779e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -15001751.000000 Penalty: 5720.670898
	Iteration 5F: 3 clusters Score -1.500175e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -15007320.000000 Penalty: 5720.670898
	Iteration 6F: 3 clusters Score -1.500732e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -15014129.000000 Penalty: 5720.670898
	Iteration 7F: 3 clusters Score -1.501413e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -15020389.000000 Penalty: 5720.670898
	Iteration 8F: 3 clusters Score -1.502039e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -15024963.000000 Penalty: 5720.670898
	Iteration 9Q: 3 clusters Score -1.502496e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -15027499.000000 Penalty: 5720.670898
	Iteration 10Q: 3 clusters Score -1.50275e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -15028887.000000 Penalty: 5720.670898
	Iteration 11Q: 3 clusters Score -1.502889e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -15029503.000000 Penalty: 5720.670898
	Iteration 12Q: 3 clusters Score -1.50295e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -15029838.000000 Penalty: 5720.670898
	Iteration 13Q: 3 clusters Score -1.502984e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -15029997.000000 Penalty: 5720.670898
	Iteration 14Q: 3 clusters Score -1.503e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -15030137.000000 Penalty: 5720.670898
	Iteration 15Q: 3 clusters Score -1.503014e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -15030206.000000 Penalty: 5720.670898
	Iteration 16Q: 3 clusters Score -1.503021e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -15030242.000000 Penalty: 5720.670898
	Iteration 17Q: 3 clusters Score -1.503024e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -15030302.000000 Penalty: 5720.670898
	Iteration 18Q: 3 clusters Score -1.50303e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -15030391.000000 Penalty: 5720.670898
	Iteration 19Q: 3 clusters Score -1.503039e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -15030495.000000 Penalty: 5720.670898
	Iteration 20F: 3 clusters Score -1.50305e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -15030511.000000 Penalty: 5720.670898
	Iteration 21Q: 3 clusters Score -1.503051e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -15030588.000000 Penalty: 5720.670898
	Iteration 22Q: 3 clusters Score -1.503059e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -15030635.000000 Penalty: 5720.670898
	Iteration 23Q: 3 clusters Score -1.503064e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -15030719.000000 Penalty: 5720.670898
	Iteration 24Q: 3 clusters Score -1.503072e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 89850 members 
Entering Unmasked Estep 
Score: -15030770.000000 Penalty: 5720.670898
	Iteration 25Q: 3 clusters Score -1.503077e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -15030841.000000 Penalty: 5720.670898
	Iteration 26Q: 3 clusters Score -1.503084e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -15030943.000000 Penalty: 5720.670898
	Iteration 27Q: 3 clusters Score -1.503094e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -15031010.000000 Penalty: 5720.670898
	Iteration 28Q: 3 clusters Score -1.503101e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -15031047.000000 Penalty: 5720.670898
	Iteration 29Q: 3 clusters Score -1.503105e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -15031118.000000 Penalty: 5720.670898
	Iteration 30Q: 3 clusters Score -1.503112e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -15031180.000000 Penalty: 5720.670898
	Iteration 31Q: 3 clusters Score -1.503118e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -15031311.000000 Penalty: 5720.670898
	Iteration 32Q: 3 clusters Score -1.503131e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -15031380.000000 Penalty: 5720.670898
	Iteration 33Q: 3 clusters Score -1.503138e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -15031460.000000 Penalty: 5720.670898
	Iteration 34Q: 3 clusters Score -1.503146e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -15031505.000000 Penalty: 5720.670898
	Iteration 35Q: 3 clusters Score -1.50315e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -15031590.000000 Penalty: 5720.670898
	Iteration 36Q: 3 clusters Score -1.503159e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -15031639.000000 Penalty: 5720.670898
	Iteration 37Q: 3 clusters Score -1.503164e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -15031710.000000 Penalty: 5720.670898
	Iteration 38Q: 3 clusters Score -1.503171e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -15031795.000000 Penalty: 5720.670898
	Iteration 39Q: 3 clusters Score -1.50318e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -15031845.000000 Penalty: 5720.670898
	Iteration 40F: 3 clusters Score -1.503184e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -15031925.000000 Penalty: 5720.670898
	Iteration 41Q: 3 clusters Score -1.503192e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -15031976.000000 Penalty: 5720.670898
	Iteration 42Q: 3 clusters Score -1.503198e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -15032028.000000 Penalty: 5720.670898
	Iteration 43Q: 3 clusters Score -1.503203e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -15032099.000000 Penalty: 5720.670898
	Iteration 44Q: 3 clusters Score -1.50321e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -15032150.000000 Penalty: 5720.670898
	Iteration 45Q: 3 clusters Score -1.503215e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -15032161.000000 Penalty: 5720.670898
	Iteration 46Q: 3 clusters Score -1.503216e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -15032181.000000 Penalty: 5720.670898
	Iteration 47Q: 3 clusters Score -1.503218e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -15032248.000000 Penalty: 5720.670898
	Iteration 48Q: 3 clusters Score -1.503225e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -15032240.000000 Penalty: 5720.670898
	Iteration 49Q: 3 clusters Score -1.503224e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -15032194.000000 Penalty: 5720.670898
	Iteration 50Q: 3 clusters Score -1.503219e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -15032222.000000 Penalty: 5720.670898
	Iteration 51Q: 3 clusters Score -1.503222e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -15032229.000000 Penalty: 5720.670898
	Iteration 52Q: 3 clusters Score -1.503223e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -15032227.000000 Penalty: 5720.670898
	Iteration 53Q: 3 clusters Score -1.503223e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -15032241.000000 Penalty: 5720.670898
	Iteration 54Q: 3 clusters Score -1.503224e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -15032239.000000 Penalty: 5720.670898
	Iteration 55Q: 3 clusters Score -1.503224e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -15032238.000000 Penalty: 5720.670898
	Iteration 56Q: 3 clusters Score -1.503224e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -15032237.000000 Penalty: 5720.670898
	Iteration 57Q: 3 clusters Score -1.503224e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -15032291.000000 Penalty: 5720.670898
	Iteration 58Q: 3 clusters Score -1.503229e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -15032321.000000 Penalty: 5720.670898
	Iteration 59Q: 3 clusters Score -1.503232e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -15032297.000000 Penalty: 5720.670898
	Iteration 60F: 3 clusters Score -1.50323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -15032312.000000 Penalty: 5720.670898
	Iteration 61Q: 3 clusters Score -1.503231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -15032310.000000 Penalty: 5720.670898
	Iteration 62Q: 3 clusters Score -1.503231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -15032317.000000 Penalty: 5720.670898
	Iteration 63Q: 3 clusters Score -1.503232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -15032325.000000 Penalty: 5720.670898
	Iteration 64Q: 3 clusters Score -1.503232e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -15032321.000000 Penalty: 5720.670898
	Iteration 65Q: 3 clusters Score -1.503232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -15032316.000000 Penalty: 5720.670898
	Iteration 66Q: 3 clusters Score -1.503232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -15032308.000000 Penalty: 5720.670898
	Iteration 67Q: 3 clusters Score -1.503231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -15032312.000000 Penalty: 5720.670898
	Iteration 68Q: 3 clusters Score -1.503231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -15032324.000000 Penalty: 5720.670898
	Iteration 69Q: 3 clusters Score -1.503232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -15032333.000000 Penalty: 5720.670898
	Iteration 70Q: 3 clusters Score -1.503233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -15032337.000000 Penalty: 5720.670898
	Iteration 71Q: 3 clusters Score -1.503234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -15032327.000000 Penalty: 5720.670898
	Iteration 72Q: 3 clusters Score -1.503233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -15032325.000000 Penalty: 5720.670898
	Iteration 73Q: 3 clusters Score -1.503232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -15032327.000000 Penalty: 5720.670898
	Iteration 74Q: 3 clusters Score -1.503233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -15032357.000000 Penalty: 5720.670898
	Iteration 75Q: 3 clusters Score -1.503236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -15032353.000000 Penalty: 5720.670898
	Iteration 76Q: 3 clusters Score -1.503235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -15032348.000000 Penalty: 5720.670898
	Iteration 77Q: 3 clusters Score -1.503235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -15032326.000000 Penalty: 5720.670898
	Iteration 78Q: 3 clusters Score -1.503233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -15032327.000000 Penalty: 5720.670898
	Iteration 79Q: 3 clusters Score -1.503233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -15032332.000000 Penalty: 5720.670898
	Iteration 80F: 3 clusters Score -1.503233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -15032337.000000 Penalty: 5720.670898
	Iteration 81Q: 3 clusters Score -1.503234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -15032333.000000 Penalty: 5720.670898
	Iteration 82Q: 3 clusters Score -1.503233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -15032335.000000 Penalty: 5720.670898
	Iteration 83Q: 3 clusters Score -1.503234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -15032330.000000 Penalty: 5720.670898
	Iteration 84Q: 3 clusters Score -1.503233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -15032327.000000 Penalty: 5720.670898
	Iteration 85Q: 3 clusters Score -1.503233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -15032329.000000 Penalty: 5720.670898
	Iteration 86Q: 3 clusters Score -1.503233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -15032336.000000 Penalty: 5720.670898
	Iteration 87Q: 3 clusters Score -1.503234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -15032344.000000 Penalty: 5720.670898
	Iteration 88Q: 3 clusters Score -1.503234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -15032358.000000 Penalty: 5720.670898
	Iteration 89Q: 3 clusters Score -1.503236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -15032359.000000 Penalty: 5720.670898
	Iteration 90Q: 3 clusters Score -1.503236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -15032353.000000 Penalty: 5720.670898
	Iteration 91Q: 3 clusters Score -1.503235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -15032368.000000 Penalty: 5720.670898
	Iteration 92Q: 3 clusters Score -1.503237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -15032360.000000 Penalty: 5720.670898
	Iteration 93Q: 3 clusters Score -1.503236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -15032357.000000 Penalty: 5720.670898
	Iteration 94Q: 3 clusters Score -1.503236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -15032371.000000 Penalty: 5720.670898
	Iteration 95Q: 3 clusters Score -1.503237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -15032383.000000 Penalty: 5720.670898
	Iteration 96Q: 3 clusters Score -1.503238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -15032381.000000 Penalty: 5720.670898
	Iteration 97Q: 3 clusters Score -1.503238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -15032385.000000 Penalty: 5720.670898
	Iteration 98Q: 3 clusters Score -1.503238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -15032381.000000 Penalty: 5720.670898
	Iteration 99Q: 3 clusters Score -1.503238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -15032380.000000 Penalty: 5720.670898
	Iteration 100F: 3 clusters Score -1.503238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -15032376.000000 Penalty: 5720.670898
	Iteration 101Q: 3 clusters Score -1.503238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -15032386.000000 Penalty: 5720.670898
	Iteration 102Q: 3 clusters Score -1.503239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -15032379.000000 Penalty: 5720.670898
	Iteration 103Q: 3 clusters Score -1.503238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -15032379.000000 Penalty: 5720.670898
	Iteration 104F: 3 clusters Score -1.503238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Entering Unmasked Estep 
Score: -6066856.000000 Penalty: 2639.065430
	Iteration 0F: 2 clusters Score -6066856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6038854.000000 Penalty: 5278.130859
	Iteration 0F: 3 clusters Score -6038854 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -6049964.500000 Penalty: 5278.130859
	Iteration 1F: 3 clusters Score -6049964 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -6051186.000000 Penalty: 5278.130859
	Iteration 2F: 3 clusters Score -6051186 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -6052729.500000 Penalty: 5278.130859
	Iteration 3F: 3 clusters Score -6052730 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -6054552.500000 Penalty: 5278.130859
	Iteration 4F: 3 clusters Score -6054552 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -6056553.000000 Penalty: 5278.130859
	Iteration 5F: 3 clusters Score -6056553 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -6058505.000000 Penalty: 5278.130859
	Iteration 6F: 3 clusters Score -6058505 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -6060306.000000 Penalty: 5278.130859
	Iteration 7F: 3 clusters Score -6060306 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -6062022.000000 Penalty: 5278.130859
	Iteration 8Q: 3 clusters Score -6062022 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6063430.000000 Penalty: 5278.130859
	Iteration 9Q: 3 clusters Score -6063430 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6064386.000000 Penalty: 5278.130859
	Iteration 10Q: 3 clusters Score -6064386 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6064862.000000 Penalty: 5278.130859
	Iteration 11Q: 3 clusters Score -6064862 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6065083.500000 Penalty: 5278.130859
	Iteration 12Q: 3 clusters Score -6065084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6065195.000000 Penalty: 5278.130859
	Iteration 13Q: 3 clusters Score -6065195 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6065259.500000 Penalty: 5278.130859
	Iteration 14Q: 3 clusters Score -6065260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6065286.000000 Penalty: 5278.130859
	Iteration 15Q: 3 clusters Score -6065286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6065330.000000 Penalty: 5278.130859
	Iteration 16Q: 3 clusters Score -6065330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6065358.000000 Penalty: 5278.130859
	Iteration 17Q: 3 clusters Score -6065358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6065360.000000 Penalty: 5278.130859
	Iteration 18Q: 3 clusters Score -6065360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6065396.500000 Penalty: 5278.130859
	Iteration 19Q: 3 clusters Score -6065396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6065412.500000 Penalty: 5278.130859
	Iteration 20F: 3 clusters Score -6065412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6065411.500000 Penalty: 5278.130859
	Iteration 21Q: 3 clusters Score -6065412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6065429.500000 Penalty: 5278.130859
	Iteration 22Q: 3 clusters Score -6065430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6065432.500000 Penalty: 5278.130859
	Iteration 23Q: 3 clusters Score -6065432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6065431.500000 Penalty: 5278.130859
	Iteration 24Q: 3 clusters Score -6065432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6065442.000000 Penalty: 5278.130859
	Iteration 25Q: 3 clusters Score -6065442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6065436.000000 Penalty: 5278.130859
	Iteration 26Q: 3 clusters Score -6065436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6065448.000000 Penalty: 5278.130859
	Iteration 27Q: 3 clusters Score -6065448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6065469.500000 Penalty: 5278.130859
	Iteration 28Q: 3 clusters Score -6065470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6065496.500000 Penalty: 5278.130859
	Iteration 29Q: 3 clusters Score -6065496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6065483.500000 Penalty: 5278.130859
	Iteration 30Q: 3 clusters Score -6065484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6065511.500000 Penalty: 5278.130859
	Iteration 31Q: 3 clusters Score -6065512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6065519.500000 Penalty: 5278.130859
	Iteration 32Q: 3 clusters Score -6065520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6065539.500000 Penalty: 5278.130859
	Iteration 33Q: 3 clusters Score -6065540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6065563.000000 Penalty: 5278.130859
	Iteration 34Q: 3 clusters Score -6065563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6065567.000000 Penalty: 5278.130859
	Iteration 35Q: 3 clusters Score -6065567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6065571.000000 Penalty: 5278.130859
	Iteration 36Q: 3 clusters Score -6065571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6065587.000000 Penalty: 5278.130859
	Iteration 37Q: 3 clusters Score -6065587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6065588.000000 Penalty: 5278.130859
	Iteration 38Q: 3 clusters Score -6065588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6065584.500000 Penalty: 5278.130859
	Iteration 39Q: 3 clusters Score -6065584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6065589.500000 Penalty: 5278.130859
	Iteration 40F: 3 clusters Score -6065590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6065590.000000 Penalty: 5278.130859
	Iteration 41Q: 3 clusters Score -6065590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6065593.500000 Penalty: 5278.130859
	Iteration 42Q: 3 clusters Score -6065594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6065600.000000 Penalty: 5278.130859
	Iteration 43Q: 3 clusters Score -6065600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6065615.500000 Penalty: 5278.130859
	Iteration 44Q: 3 clusters Score -6065616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6065614.000000 Penalty: 5278.130859
	Iteration 45Q: 3 clusters Score -6065614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6065607.500000 Penalty: 5278.130859
	Iteration 46Q: 3 clusters Score -6065608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6065612.500000 Penalty: 5278.130859
	Iteration 47Q: 3 clusters Score -6065612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6065610.500000 Penalty: 5278.130859
	Iteration 48Q: 3 clusters Score -6065610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6065607.500000 Penalty: 5278.130859
	Iteration 49Q: 3 clusters Score -6065608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6065621.000000 Penalty: 5278.130859
	Iteration 50Q: 3 clusters Score -6065621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6065621.000000 Penalty: 5278.130859
	Iteration 51Q: 3 clusters Score -6065621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6065619.000000 Penalty: 5278.130859
	Iteration 52Q: 3 clusters Score -6065619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6065624.000000 Penalty: 5278.130859
	Iteration 53Q: 3 clusters Score -6065624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6065618.500000 Penalty: 5278.130859
	Iteration 54Q: 3 clusters Score -6065618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6065618.000000 Penalty: 5278.130859
	Iteration 55Q: 3 clusters Score -6065618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6065624.000000 Penalty: 5278.130859
	Iteration 56Q: 3 clusters Score -6065624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6065624.000000 Penalty: 5278.130859
	Iteration 57Q: 3 clusters Score -6065624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6065620.500000 Penalty: 5278.130859
	Iteration 58Q: 3 clusters Score -6065620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6065624.500000 Penalty: 5278.130859
	Iteration 59Q: 3 clusters Score -6065624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6065624.500000 Penalty: 5278.130859
	Iteration 60F: 3 clusters Score -6065624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6065627.000000 Penalty: 5278.130859
	Iteration 61Q: 3 clusters Score -6065627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6065622.500000 Penalty: 5278.130859
	Iteration 62Q: 3 clusters Score -6065622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6065621.500000 Penalty: 5278.130859
	Iteration 63Q: 3 clusters Score -6065622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6065613.500000 Penalty: 5278.130859
	Iteration 64Q: 3 clusters Score -6065614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6065613.500000 Penalty: 5278.130859
	Iteration 65F: 3 clusters Score -6065614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -988925.500000 Penalty: 2206.591309
	Iteration 0F: 2 clusters Score -988925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -982998.812500 Penalty: 4413.182617
	Iteration 0F: 3 clusters Score -982998.8 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -984841.250000 Penalty: 4413.182617
	Iteration 1F: 3 clusters Score -984841.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -985510.687500 Penalty: 4413.182617
	Iteration 2F: 3 clusters Score -985510.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -986019.750000 Penalty: 4413.182617
	Iteration 3F: 3 clusters Score -986019.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -986326.625000 Penalty: 4413.182617
	Iteration 4F: 3 clusters Score -986326.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -986540.625000 Penalty: 4413.182617
	Iteration 5Q: 3 clusters Score -986540.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -986736.250000 Penalty: 4413.182617
	Iteration 6Q: 3 clusters Score -986736.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -986909.250000 Penalty: 4413.182617
	Iteration 7Q: 3 clusters Score -986909.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -987054.875000 Penalty: 4413.182617
	Iteration 8Q: 3 clusters Score -987054.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -987197.375000 Penalty: 4413.182617
	Iteration 9Q: 3 clusters Score -987197.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -987326.437500 Penalty: 4413.182617
	Iteration 10Q: 3 clusters Score -987326.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -987440.687500 Penalty: 4413.182617
	Iteration 11Q: 3 clusters Score -987440.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -987521.187500 Penalty: 4413.182617
	Iteration 12Q: 3 clusters Score -987521.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -987586.062500 Penalty: 4413.182617
	Iteration 13Q: 3 clusters Score -987586.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -987638.437500 Penalty: 4413.182617
	Iteration 14Q: 3 clusters Score -987638.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -987684.375000 Penalty: 4413.182617
	Iteration 15Q: 3 clusters Score -987684.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -987711.437500 Penalty: 4413.182617
	Iteration 16Q: 3 clusters Score -987711.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -987737.187500 Penalty: 4413.182617
	Iteration 17Q: 3 clusters Score -987737.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -987760.750000 Penalty: 4413.182617
	Iteration 18Q: 3 clusters Score -987760.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -987782.250000 Penalty: 4413.182617
	Iteration 19Q: 3 clusters Score -987782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -987794.125000 Penalty: 4413.182617
	Iteration 20F: 3 clusters Score -987794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -987804.750000 Penalty: 4413.182617
	Iteration 21Q: 3 clusters Score -987804.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -987813.125000 Penalty: 4413.182617
	Iteration 22Q: 3 clusters Score -987813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -987818.687500 Penalty: 4413.182617
	Iteration 23Q: 3 clusters Score -987818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -987821.062500 Penalty: 4413.182617
	Iteration 24Q: 3 clusters Score -987821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -987821.437500 Penalty: 4413.182617
	Iteration 25Q: 3 clusters Score -987821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -987822.187500 Penalty: 4413.182617
	Iteration 26Q: 3 clusters Score -987822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -987822.875000 Penalty: 4413.182617
	Iteration 27Q: 3 clusters Score -987822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -987822.875000 Penalty: 4413.182617
	Iteration 28F: 3 clusters Score -987822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Entering Unmasked Estep 
Score: -5712904.500000 Penalty: 2627.083496
	Iteration 0F: 2 clusters Score -5712904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5685938.000000 Penalty: 5254.166992
	Iteration 0F: 3 clusters Score -5685938 nChanged 18244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5695726.500000 Penalty: 5254.166992
	Iteration 1F: 3 clusters Score -5695726 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5696156.500000 Penalty: 5254.166992
	Iteration 2Q: 3 clusters Score -5696156 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5696520.000000 Penalty: 5254.166992
	Iteration 3Q: 3 clusters Score -5696520 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5696817.500000 Penalty: 5254.166992
	Iteration 4Q: 3 clusters Score -5696818 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5697141.000000 Penalty: 5254.166992
	Iteration 5Q: 3 clusters Score -5697141 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5697457.000000 Penalty: 5254.166992
	Iteration 6Q: 3 clusters Score -5697457 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5697949.000000 Penalty: 5254.166992
	Iteration 7Q: 3 clusters Score -5697949 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5698647.000000 Penalty: 5254.166992
	Iteration 8Q: 3 clusters Score -5698647 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -5699771.000000 Penalty: 5254.166992
	Iteration 9Q: 3 clusters Score -5699771 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5701240.500000 Penalty: 5254.166992
	Iteration 10F: 3 clusters Score -5701240 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -5703025.500000 Penalty: 5254.166992
	Iteration 11F: 3 clusters Score -5703026 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5705153.500000 Penalty: 5254.166992
	Iteration 12F: 3 clusters Score -5705154 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -5707103.500000 Penalty: 5254.166992
	Iteration 13F: 3 clusters Score -5707104 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -5708499.000000 Penalty: 5254.166992
	Iteration 14Q: 3 clusters Score -5708499 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5709417.500000 Penalty: 5254.166992
	Iteration 15Q: 3 clusters Score -5709418 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5709895.000000 Penalty: 5254.166992
	Iteration 16Q: 3 clusters Score -5709895 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5710179.500000 Penalty: 5254.166992
	Iteration 17Q: 3 clusters Score -5710180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5710341.000000 Penalty: 5254.166992
	Iteration 18Q: 3 clusters Score -5710341 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -5710440.500000 Penalty: 5254.166992
	Iteration 19Q: 3 clusters Score -5710440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5710516.000000 Penalty: 5254.166992
	Iteration 20F: 3 clusters Score -5710516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5710551.500000 Penalty: 5254.166992
	Iteration 21Q: 3 clusters Score -5710552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5710566.000000 Penalty: 5254.166992
	Iteration 22Q: 3 clusters Score -5710566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5710591.000000 Penalty: 5254.166992
	Iteration 23Q: 3 clusters Score -5710591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5710612.500000 Penalty: 5254.166992
	Iteration 24Q: 3 clusters Score -5710612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5710614.500000 Penalty: 5254.166992
	Iteration 25Q: 3 clusters Score -5710614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5710635.000000 Penalty: 5254.166992
	Iteration 26Q: 3 clusters Score -5710635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5710645.000000 Penalty: 5254.166992
	Iteration 27Q: 3 clusters Score -5710645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5710652.000000 Penalty: 5254.166992
	Iteration 28Q: 3 clusters Score -5710652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5710672.000000 Penalty: 5254.166992
	Iteration 29Q: 3 clusters Score -5710672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5710679.000000 Penalty: 5254.166992
	Iteration 30Q: 3 clusters Score -5710679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5710680.500000 Penalty: 5254.166992
	Iteration 31Q: 3 clusters Score -5710680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5710678.500000 Penalty: 5254.166992
	Iteration 32Q: 3 clusters Score -5710678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5710686.500000 Penalty: 5254.166992
	Iteration 33Q: 3 clusters Score -5710686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5710686.500000 Penalty: 5254.166992
	Iteration 34F: 3 clusters Score -5710686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Entering Unmasked Estep 
Score: -1410496.250000 Penalty: 2311.604736
	Iteration 0F: 2 clusters Score -1410496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1402162.000000 Penalty: 4623.209473
	Iteration 0F: 3 clusters Score -1402162 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1404732.250000 Penalty: 4623.209473
	Iteration 1F: 3 clusters Score -1404732 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1405115.000000 Penalty: 4623.209473
	Iteration 2F: 3 clusters Score -1405115 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1405466.875000 Penalty: 4623.209473
	Iteration 3F: 3 clusters Score -1405467 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1405774.500000 Penalty: 4623.209473
	Iteration 4Q: 3 clusters Score -1405774 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1406073.500000 Penalty: 4623.209473
	Iteration 5Q: 3 clusters Score -1406074 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1406405.125000 Penalty: 4623.209473
	Iteration 6Q: 3 clusters Score -1406405 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1406805.000000 Penalty: 4623.209473
	Iteration 7F: 3 clusters Score -1406805 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1407231.500000 Penalty: 4623.209473
	Iteration 8F: 3 clusters Score -1407232 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1407700.125000 Penalty: 4623.209473
	Iteration 9F: 3 clusters Score -1407700 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1408151.500000 Penalty: 4623.209473
	Iteration 10F: 3 clusters Score -1408152 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1408576.375000 Penalty: 4623.209473
	Iteration 11Q: 3 clusters Score -1408576 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1408958.625000 Penalty: 4623.209473
	Iteration 12Q: 3 clusters Score -1408959 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1409346.625000 Penalty: 4623.209473
	Iteration 13Q: 3 clusters Score -1409347 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1409693.375000 Penalty: 4623.209473
	Iteration 14Q: 3 clusters Score -1409693 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1409992.625000 Penalty: 4623.209473
	Iteration 15Q: 3 clusters Score -1409993 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1410186.500000 Penalty: 4623.209473
	Iteration 16Q: 3 clusters Score -1410186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1410289.500000 Penalty: 4623.209473
	Iteration 17Q: 3 clusters Score -1410290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1410350.000000 Penalty: 4623.209473
	Iteration 18Q: 3 clusters Score -1410350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1410385.000000 Penalty: 4623.209473
	Iteration 19Q: 3 clusters Score -1410385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1410411.125000 Penalty: 4623.209473
	Iteration 20F: 3 clusters Score -1410411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1410424.375000 Penalty: 4623.209473
	Iteration 21Q: 3 clusters Score -1410424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1410440.625000 Penalty: 4623.209473
	Iteration 22Q: 3 clusters Score -1410441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1410451.500000 Penalty: 4623.209473
	Iteration 23Q: 3 clusters Score -1410452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1410460.875000 Penalty: 4623.209473
	Iteration 24Q: 3 clusters Score -1410461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1410466.125000 Penalty: 4623.209473
	Iteration 25Q: 3 clusters Score -1410466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1410473.500000 Penalty: 4623.209473
	Iteration 26Q: 3 clusters Score -1410474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1410480.375000 Penalty: 4623.209473
	Iteration 27Q: 3 clusters Score -1410480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1410483.625000 Penalty: 4623.209473
	Iteration 28Q: 3 clusters Score -1410484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1410485.500000 Penalty: 4623.209473
	Iteration 29Q: 3 clusters Score -1410486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1410484.375000 Penalty: 4623.209473
	Iteration 30Q: 3 clusters Score -1410484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1410483.750000 Penalty: 4623.209473
	Iteration 31Q: 3 clusters Score -1410484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1410487.875000 Penalty: 4623.209473
	Iteration 32Q: 3 clusters Score -1410488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1410488.250000 Penalty: 4623.209473
	Iteration 33Q: 3 clusters Score -1410488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1410488.250000 Penalty: 4623.209473
	Iteration 34Q: 3 clusters Score -1410488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1410487.125000 Penalty: 4623.209473
	Iteration 35Q: 3 clusters Score -1410487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1410487.500000 Penalty: 4623.209473
	Iteration 36Q: 3 clusters Score -1410488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1410489.375000 Penalty: 4623.209473
	Iteration 37Q: 3 clusters Score -1410489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1410489.375000 Penalty: 4623.209473
	Iteration 38Q: 3 clusters Score -1410489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1410488.625000 Penalty: 4623.209473
	Iteration 39Q: 3 clusters Score -1410489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1410490.250000 Penalty: 4623.209473
	Iteration 40F: 3 clusters Score -1410490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1410493.000000 Penalty: 4623.209473
	Iteration 41Q: 3 clusters Score -1410493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1410491.250000 Penalty: 4623.209473
	Iteration 42Q: 3 clusters Score -1410491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1410488.750000 Penalty: 4623.209473
	Iteration 43Q: 3 clusters Score -1410489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1410490.125000 Penalty: 4623.209473
	Iteration 44Q: 3 clusters Score -1410490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1410491.250000 Penalty: 4623.209473
	Iteration 45Q: 3 clusters Score -1410491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1410490.750000 Penalty: 4623.209473
	Iteration 46Q: 3 clusters Score -1410491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1410490.750000 Penalty: 4623.209473
	Iteration 47F: 3 clusters Score -1410491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Entering Unmasked Estep 
Score: -1565430.875000 Penalty: 2308.139404
	Iteration 0F: 2 clusters Score -1565431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1557146.000000 Penalty: 4616.278809
	Iteration 0F: 3 clusters Score -1557146 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1559703.375000 Penalty: 4616.278809
	Iteration 1F: 3 clusters Score -1559703 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1560149.625000 Penalty: 4616.278809
	Iteration 2F: 3 clusters Score -1560150 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1560485.875000 Penalty: 4616.278809
	Iteration 3F: 3 clusters Score -1560486 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1560767.875000 Penalty: 4616.278809
	Iteration 4F: 3 clusters Score -1560768 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1561040.125000 Penalty: 4616.278809
	Iteration 5Q: 3 clusters Score -1561040 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1561306.875000 Penalty: 4616.278809
	Iteration 6Q: 3 clusters Score -1561307 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1561583.250000 Penalty: 4616.278809
	Iteration 7Q: 3 clusters Score -1561583 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1561855.250000 Penalty: 4616.278809
	Iteration 8Q: 3 clusters Score -1561855 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1562164.625000 Penalty: 4616.278809
	Iteration 9Q: 3 clusters Score -1562165 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1562484.375000 Penalty: 4616.278809
	Iteration 10Q: 3 clusters Score -1562484 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1562770.875000 Penalty: 4616.278809
	Iteration 11Q: 3 clusters Score -1562771 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1563014.750000 Penalty: 4616.278809
	Iteration 12Q: 3 clusters Score -1563015 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1563197.875000 Penalty: 4616.278809
	Iteration 13Q: 3 clusters Score -1563198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1563306.250000 Penalty: 4616.278809
	Iteration 14Q: 3 clusters Score -1563306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1563385.250000 Penalty: 4616.278809
	Iteration 15Q: 3 clusters Score -1563385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1563438.875000 Penalty: 4616.278809
	Iteration 16Q: 3 clusters Score -1563439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1563482.625000 Penalty: 4616.278809
	Iteration 17Q: 3 clusters Score -1563483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1563513.000000 Penalty: 4616.278809
	Iteration 18Q: 3 clusters Score -1563513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1563542.750000 Penalty: 4616.278809
	Iteration 19Q: 3 clusters Score -1563543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1563561.375000 Penalty: 4616.278809
	Iteration 20F: 3 clusters Score -1563561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1563581.125000 Penalty: 4616.278809
	Iteration 21Q: 3 clusters Score -1563581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1563593.875000 Penalty: 4616.278809
	Iteration 22Q: 3 clusters Score -1563594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1563597.875000 Penalty: 4616.278809
	Iteration 23Q: 3 clusters Score -1563598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1563603.625000 Penalty: 4616.278809
	Iteration 24Q: 3 clusters Score -1563604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1563604.625000 Penalty: 4616.278809
	Iteration 25Q: 3 clusters Score -1563605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1563607.625000 Penalty: 4616.278809
	Iteration 26Q: 3 clusters Score -1563608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1563615.500000 Penalty: 4616.278809
	Iteration 27Q: 3 clusters Score -1563616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1563617.750000 Penalty: 4616.278809
	Iteration 28Q: 3 clusters Score -1563618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1563617.625000 Penalty: 4616.278809
	Iteration 29Q: 3 clusters Score -1563618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1563618.875000 Penalty: 4616.278809
	Iteration 30Q: 3 clusters Score -1563619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1563619.375000 Penalty: 4616.278809
	Iteration 31Q: 3 clusters Score -1563619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1563618.875000 Penalty: 4616.278809
	Iteration 32Q: 3 clusters Score -1563619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1563623.125000 Penalty: 4616.278809
	Iteration 33Q: 3 clusters Score -1563623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1563625.875000 Penalty: 4616.278809
	Iteration 34Q: 3 clusters Score -1563626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1563627.625000 Penalty: 4616.278809
	Iteration 35Q: 3 clusters Score -1563628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1563628.000000 Penalty: 4616.278809
	Iteration 36Q: 3 clusters Score -1563628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1563628.000000 Penalty: 4616.278809
	Iteration 37F: 3 clusters Score -1563628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -841308.375000 Penalty: 2150.010986
	Iteration 0F: 2 clusters Score -841308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -836270.875000 Penalty: 4300.021973
	Iteration 0F: 3 clusters Score -836270.9 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -837497.937500 Penalty: 4300.021973
	Iteration 1F: 3 clusters Score -837497.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -837715.812500 Penalty: 4300.021973
	Iteration 2F: 3 clusters Score -837715.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -837859.687500 Penalty: 4300.021973
	Iteration 3F: 3 clusters Score -837859.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -837954.062500 Penalty: 4300.021973
	Iteration 4Q: 3 clusters Score -837954.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -838024.625000 Penalty: 4300.021973
	Iteration 5Q: 3 clusters Score -838024.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -838078.125000 Penalty: 4300.021973
	Iteration 6Q: 3 clusters Score -838078.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -838129.312500 Penalty: 4300.021973
	Iteration 7Q: 3 clusters Score -838129.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -838170.562500 Penalty: 4300.021973
	Iteration 8Q: 3 clusters Score -838170.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -838207.000000 Penalty: 4300.021973
	Iteration 9Q: 3 clusters Score -838207 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -838240.812500 Penalty: 4300.021973
	Iteration 10Q: 3 clusters Score -838240.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -838275.875000 Penalty: 4300.021973
	Iteration 11Q: 3 clusters Score -838275.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -838301.500000 Penalty: 4300.021973
	Iteration 12Q: 3 clusters Score -838301.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -838331.000000 Penalty: 4300.021973
	Iteration 13Q: 3 clusters Score -838331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -838362.625000 Penalty: 4300.021973
	Iteration 14Q: 3 clusters Score -838362.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -838397.500000 Penalty: 4300.021973
	Iteration 15Q: 3 clusters Score -838397.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -838428.625000 Penalty: 4300.021973
	Iteration 16Q: 3 clusters Score -838428.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -838461.875000 Penalty: 4300.021973
	Iteration 17Q: 3 clusters Score -838461.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -838497.625000 Penalty: 4300.021973
	Iteration 18Q: 3 clusters Score -838497.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -838536.875000 Penalty: 4300.021973
	Iteration 19Q: 3 clusters Score -838536.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -838568.875000 Penalty: 4300.021973
	Iteration 20F: 3 clusters Score -838568.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -838602.125000 Penalty: 4300.021973
	Iteration 21Q: 3 clusters Score -838602.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -838643.437500 Penalty: 4300.021973
	Iteration 22Q: 3 clusters Score -838643.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -838693.812500 Penalty: 4300.021973
	Iteration 23Q: 3 clusters Score -838693.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -838757.187500 Penalty: 4300.021973
	Iteration 24Q: 3 clusters Score -838757.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -838819.500000 Penalty: 4300.021973
	Iteration 25Q: 3 clusters Score -838819.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -838883.812500 Penalty: 4300.021973
	Iteration 26Q: 3 clusters Score -838883.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -838956.187500 Penalty: 4300.021973
	Iteration 27Q: 3 clusters Score -838956.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -839050.687500 Penalty: 4300.021973
	Iteration 28Q: 3 clusters Score -839050.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -839140.812500 Penalty: 4300.021973
	Iteration 29Q: 3 clusters Score -839140.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -839208.250000 Penalty: 4300.021973
	Iteration 30Q: 3 clusters Score -839208.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -839253.812500 Penalty: 4300.021973
	Iteration 31Q: 3 clusters Score -839253.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -839295.875000 Penalty: 4300.021973
	Iteration 32Q: 3 clusters Score -839295.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -839329.500000 Penalty: 4300.021973
	Iteration 33Q: 3 clusters Score -839329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -839349.187500 Penalty: 4300.021973
	Iteration 34Q: 3 clusters Score -839349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -839365.125000 Penalty: 4300.021973
	Iteration 35Q: 3 clusters Score -839365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -839376.375000 Penalty: 4300.021973
	Iteration 36Q: 3 clusters Score -839376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -839386.937500 Penalty: 4300.021973
	Iteration 37Q: 3 clusters Score -839386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -839397.625000 Penalty: 4300.021973
	Iteration 38Q: 3 clusters Score -839397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -839404.750000 Penalty: 4300.021973
	Iteration 39Q: 3 clusters Score -839404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -839411.625000 Penalty: 4300.021973
	Iteration 40F: 3 clusters Score -839411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -839420.125000 Penalty: 4300.021973
	Iteration 41Q: 3 clusters Score -839420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -839423.062500 Penalty: 4300.021973
	Iteration 42Q: 3 clusters Score -839423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -839427.562500 Penalty: 4300.021973
	Iteration 43Q: 3 clusters Score -839427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -839434.875000 Penalty: 4300.021973
	Iteration 44Q: 3 clusters Score -839434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -839446.250000 Penalty: 4300.021973
	Iteration 45Q: 3 clusters Score -839446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -839446.750000 Penalty: 4300.021973
	Iteration 46Q: 3 clusters Score -839446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -839449.500000 Penalty: 4300.021973
	Iteration 47Q: 3 clusters Score -839449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -839448.812500 Penalty: 4300.021973
	Iteration 48Q: 3 clusters Score -839448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -839448.812500 Penalty: 4300.021973
	Iteration 49F: 3 clusters Score -839448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Entering Unmasked Estep 
Score: -5417938.000000 Penalty: 2618.325439
	Iteration 0F: 2 clusters Score -5417938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5391815.000000 Penalty: 5236.650879
	Iteration 0F: 3 clusters Score -5391815 nChanged 17628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -5401613.500000 Penalty: 5236.650879
	Iteration 1F: 3 clusters Score -5401614 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5402244.000000 Penalty: 5236.650879
	Iteration 2Q: 3 clusters Score -5402244 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5402968.500000 Penalty: 5236.650879
	Iteration 3Q: 3 clusters Score -5402968 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -5403708.500000 Penalty: 5236.650879
	Iteration 4Q: 3 clusters Score -5403708 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5404689.000000 Penalty: 5236.650879
	Iteration 5F: 3 clusters Score -5404689 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5405953.000000 Penalty: 5236.650879
	Iteration 6F: 3 clusters Score -5405953 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -5407448.000000 Penalty: 5236.650879
	Iteration 7F: 3 clusters Score -5407448 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -5408807.500000 Penalty: 5236.650879
	Iteration 8F: 3 clusters Score -5408808 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -5409875.500000 Penalty: 5236.650879
	Iteration 9F: 3 clusters Score -5409876 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -5410638.000000 Penalty: 5236.650879
	Iteration 10Q: 3 clusters Score -5410638 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5411136.500000 Penalty: 5236.650879
	Iteration 11Q: 3 clusters Score -5411136 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -5411465.500000 Penalty: 5236.650879
	Iteration 12Q: 3 clusters Score -5411466 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5411618.500000 Penalty: 5236.650879
	Iteration 13Q: 3 clusters Score -5411618 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -5411725.000000 Penalty: 5236.650879
	Iteration 14Q: 3 clusters Score -5411725 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5411794.500000 Penalty: 5236.650879
	Iteration 15Q: 3 clusters Score -5411794 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5411858.000000 Penalty: 5236.650879
	Iteration 16Q: 3 clusters Score -5411858 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5411877.000000 Penalty: 5236.650879
	Iteration 17Q: 3 clusters Score -5411877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5411905.500000 Penalty: 5236.650879
	Iteration 18Q: 3 clusters Score -5411906 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5411917.000000 Penalty: 5236.650879
	Iteration 19Q: 3 clusters Score -5411917 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5411947.500000 Penalty: 5236.650879
	Iteration 20F: 3 clusters Score -5411948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5411989.000000 Penalty: 5236.650879
	Iteration 21Q: 3 clusters Score -5411989 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -5411998.500000 Penalty: 5236.650879
	Iteration 22Q: 3 clusters Score -5411998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5412023.000000 Penalty: 5236.650879
	Iteration 23Q: 3 clusters Score -5412023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5412044.000000 Penalty: 5236.650879
	Iteration 24Q: 3 clusters Score -5412044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -5412061.000000 Penalty: 5236.650879
	Iteration 25Q: 3 clusters Score -5412061 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5412065.000000 Penalty: 5236.650879
	Iteration 26Q: 3 clusters Score -5412065 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5412059.500000 Penalty: 5236.650879
	Iteration 27Q: 3 clusters Score -5412060 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5412095.500000 Penalty: 5236.650879
	Iteration 28Q: 3 clusters Score -5412096 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5412105.500000 Penalty: 5236.650879
	Iteration 29Q: 3 clusters Score -5412106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5412134.000000 Penalty: 5236.650879
	Iteration 30Q: 3 clusters Score -5412134 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5412160.000000 Penalty: 5236.650879
	Iteration 31Q: 3 clusters Score -5412160 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5412192.000000 Penalty: 5236.650879
	Iteration 32Q: 3 clusters Score -5412192 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5412211.500000 Penalty: 5236.650879
	Iteration 33Q: 3 clusters Score -5412212 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5412239.000000 Penalty: 5236.650879
	Iteration 34Q: 3 clusters Score -5412239 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5412251.500000 Penalty: 5236.650879
	Iteration 35Q: 3 clusters Score -5412252 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5412303.000000 Penalty: 5236.650879
	Iteration 36Q: 3 clusters Score -5412303 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -5412363.500000 Penalty: 5236.650879
	Iteration 37Q: 3 clusters Score -5412364 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -5412385.000000 Penalty: 5236.650879
	Iteration 38Q: 3 clusters Score -5412385 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5412452.000000 Penalty: 5236.650879
	Iteration 39Q: 3 clusters Score -5412452 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -5412507.500000 Penalty: 5236.650879
	Iteration 40F: 3 clusters Score -5412508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5412588.000000 Penalty: 5236.650879
	Iteration 41Q: 3 clusters Score -5412588 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -5412675.500000 Penalty: 5236.650879
	Iteration 42Q: 3 clusters Score -5412676 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5412759.000000 Penalty: 5236.650879
	Iteration 43Q: 3 clusters Score -5412759 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -5412840.000000 Penalty: 5236.650879
	Iteration 44Q: 3 clusters Score -5412840 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -5412981.500000 Penalty: 5236.650879
	Iteration 45Q: 3 clusters Score -5412982 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -5413159.000000 Penalty: 5236.650879
	Iteration 46Q: 3 clusters Score -5413159 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -5413299.000000 Penalty: 5236.650879
	Iteration 47Q: 3 clusters Score -5413299 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5413460.000000 Penalty: 5236.650879
	Iteration 48Q: 3 clusters Score -5413460 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -5413632.500000 Penalty: 5236.650879
	Iteration 49Q: 3 clusters Score -5413632 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -5413825.500000 Penalty: 5236.650879
	Iteration 50Q: 3 clusters Score -5413826 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5414025.000000 Penalty: 5236.650879
	Iteration 51Q: 3 clusters Score -5414025 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5414181.000000 Penalty: 5236.650879
	Iteration 52Q: 3 clusters Score -5414181 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5414345.000000 Penalty: 5236.650879
	Iteration 53Q: 3 clusters Score -5414345 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5414529.000000 Penalty: 5236.650879
	Iteration 54Q: 3 clusters Score -5414529 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5414693.000000 Penalty: 5236.650879
	Iteration 55Q: 3 clusters Score -5414693 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5414870.000000 Penalty: 5236.650879
	Iteration 56Q: 3 clusters Score -5414870 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5414992.500000 Penalty: 5236.650879
	Iteration 57Q: 3 clusters Score -5414992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5415117.500000 Penalty: 5236.650879
	Iteration 58Q: 3 clusters Score -5415118 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5415210.000000 Penalty: 5236.650879
	Iteration 59Q: 3 clusters Score -5415210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5415267.000000 Penalty: 5236.650879
	Iteration 60F: 3 clusters Score -5415267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5415335.000000 Penalty: 5236.650879
	Iteration 61Q: 3 clusters Score -5415335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5415394.000000 Penalty: 5236.650879
	Iteration 62Q: 3 clusters Score -5415394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5415443.000000 Penalty: 5236.650879
	Iteration 63Q: 3 clusters Score -5415443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5415480.500000 Penalty: 5236.650879
	Iteration 64Q: 3 clusters Score -5415480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5415507.000000 Penalty: 5236.650879
	Iteration 65Q: 3 clusters Score -5415507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5415523.500000 Penalty: 5236.650879
	Iteration 66Q: 3 clusters Score -5415524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5415555.000000 Penalty: 5236.650879
	Iteration 67Q: 3 clusters Score -5415555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5415588.500000 Penalty: 5236.650879
	Iteration 68Q: 3 clusters Score -5415588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5415610.000000 Penalty: 5236.650879
	Iteration 69Q: 3 clusters Score -5415610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5415639.000000 Penalty: 5236.650879
	Iteration 70Q: 3 clusters Score -5415639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5415658.500000 Penalty: 5236.650879
	Iteration 71Q: 3 clusters Score -5415658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5415673.000000 Penalty: 5236.650879
	Iteration 72Q: 3 clusters Score -5415673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5415682.000000 Penalty: 5236.650879
	Iteration 73Q: 3 clusters Score -5415682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5415684.500000 Penalty: 5236.650879
	Iteration 74Q: 3 clusters Score -5415684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5415706.000000 Penalty: 5236.650879
	Iteration 75Q: 3 clusters Score -5415706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5415708.500000 Penalty: 5236.650879
	Iteration 76Q: 3 clusters Score -5415708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5415709.500000 Penalty: 5236.650879
	Iteration 77Q: 3 clusters Score -5415710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5415722.000000 Penalty: 5236.650879
	Iteration 78Q: 3 clusters Score -5415722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5415727.000000 Penalty: 5236.650879
	Iteration 79Q: 3 clusters Score -5415727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5415725.500000 Penalty: 5236.650879
	Iteration 80F: 3 clusters Score -5415726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5415736.000000 Penalty: 5236.650879
	Iteration 81Q: 3 clusters Score -5415736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5415729.500000 Penalty: 5236.650879
	Iteration 82Q: 3 clusters Score -5415730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5415742.500000 Penalty: 5236.650879
	Iteration 83Q: 3 clusters Score -5415742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5415742.500000 Penalty: 5236.650879
	Iteration 84Q: 3 clusters Score -5415742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5415749.500000 Penalty: 5236.650879
	Iteration 85Q: 3 clusters Score -5415750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5415746.500000 Penalty: 5236.650879
	Iteration 86Q: 3 clusters Score -5415746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5415753.000000 Penalty: 5236.650879
	Iteration 87Q: 3 clusters Score -5415753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5415756.500000 Penalty: 5236.650879
	Iteration 88Q: 3 clusters Score -5415756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5415756.000000 Penalty: 5236.650879
	Iteration 89Q: 3 clusters Score -5415756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5415759.000000 Penalty: 5236.650879
	Iteration 90Q: 3 clusters Score -5415759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5415756.000000 Penalty: 5236.650879
	Iteration 91Q: 3 clusters Score -5415756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5415757.000000 Penalty: 5236.650879
	Iteration 92Q: 3 clusters Score -5415757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5415760.500000 Penalty: 5236.650879
	Iteration 93Q: 3 clusters Score -5415760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5415767.000000 Penalty: 5236.650879
	Iteration 94Q: 3 clusters Score -5415767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5415764.500000 Penalty: 5236.650879
	Iteration 95Q: 3 clusters Score -5415764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5415767.000000 Penalty: 5236.650879
	Iteration 96Q: 3 clusters Score -5415767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5415764.500000 Penalty: 5236.650879
	Iteration 97Q: 3 clusters Score -5415764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5415764.500000 Penalty: 5236.650879
	Iteration 98F: 3 clusters Score -5415764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 212219 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 131624 members 
Mstep: Class 19 contains 102090 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 7314 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 11170 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923776.000000 Penalty: 95245.046875
Iteration 79Q: 29 clusters Score -1.289238e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 35241 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 17966 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 21228 members 
Mstep: Class 12 contains 43350 members 
Mstep: Class 13 contains 26479 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 212226 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 131449 members 
Mstep: Class 19 contains 102054 members 
Mstep: Class 20 contains 41915 members 
Mstep: Class 21 contains 7322 members 
Mstep: Class 22 contains 39861 members 
Mstep: Class 23 contains 11180 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 38454 members 
Mstep: Class 27 contains 223 members 
Mstep: Class 28 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924016.000000 Penalty: 95245.046875
Iteration 80F: 29 clusters Score -1.28924e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 35276 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 18019 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 21168 members 
Mstep: Class 12 contains 43323 members 
Mstep: Class 13 contains 26598 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 212211 members 
Mstep: Class 17 contains 4937 members 
Mstep: Class 18 contains 131264 members 
Mstep: Class 19 contains 102030 members 
Mstep: Class 20 contains 42011 members 
Mstep: Class 21 contains 7329 members 
Mstep: Class 22 contains 39875 members 
Mstep: Class 23 contains 11187 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 38434 members 
Mstep: Class 27 contains 229 members 
Mstep: Class 28 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924136.000000 Penalty: 95245.046875
Iteration 81Q: 29 clusters Score -1.289241e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35312 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 43304 members 
Mstep: Class 13 contains 26725 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 17042 members 
Mstep: Class 16 contains 212177 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 18 contains 131123 members 
Mstep: Class 19 contains 102002 members 
Mstep: Class 20 contains 42069 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 22 contains 39881 members 
Mstep: Class 23 contains 11206 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 38414 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924544.000000 Penalty: 95245.046875
Iteration 82Q: 29 clusters Score -1.289245e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35330 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 18121 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 8679 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 21056 members 
Mstep: Class 12 contains 43291 members 
Mstep: Class 13 contains 26836 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 212118 members 
Mstep: Class 17 contains 4957 members 
Mstep: Class 18 contains 130987 members 
Mstep: Class 19 contains 101977 members 
Mstep: Class 20 contains 42134 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 39886 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 38394 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924896.000000 Penalty: 95245.046875
Iteration 83Q: 29 clusters Score -1.289249e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35348 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 43286 members 
Mstep: Class 13 contains 26934 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 212024 members 
Mstep: Class 17 contains 4964 members 
Mstep: Class 18 contains 130872 members 
Mstep: Class 19 contains 101970 members 
Mstep: Class 20 contains 42190 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 39897 members 
Mstep: Class 23 contains 11224 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 38374 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925160.000000 Penalty: 95245.046875
Iteration 84Q: 29 clusters Score -1.289252e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35365 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 18224 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 8712 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20951 members 
Mstep: Class 12 contains 43289 members 
Mstep: Class 13 contains 27034 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 17109 members 
Mstep: Class 16 contains 211949 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 130707 members 
Mstep: Class 19 contains 101969 members 
Mstep: Class 20 contains 42278 members 
Mstep: Class 21 contains 7370 members 
Mstep: Class 22 contains 39913 members 
Mstep: Class 23 contains 11226 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 38361 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925360.000000 Penalty: 95245.046875
Iteration 85Q: 29 clusters Score -1.289254e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35379 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 18275 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20895 members 
Mstep: Class 12 contains 43289 members 
Mstep: Class 13 contains 27129 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 211873 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 130538 members 
Mstep: Class 19 contains 101958 members 
Mstep: Class 20 contains 42392 members 
Mstep: Class 21 contains 7377 members 
Mstep: Class 22 contains 39925 members 
Mstep: Class 23 contains 11232 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 38346 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925760.000000 Penalty: 95245.046875
Iteration 86Q: 29 clusters Score -1.289258e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 35404 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20829 members 
Mstep: Class 12 contains 43290 members 
Mstep: Class 13 contains 27217 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 17155 members 
Mstep: Class 16 contains 211808 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 130351 members 
Mstep: Class 19 contains 101938 members 
Mstep: Class 20 contains 42513 members 
Mstep: Class 21 contains 7391 members 
Mstep: Class 22 contains 39938 members 
Mstep: Class 23 contains 11241 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 38326 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925960.000000 Penalty: 95245.046875
Iteration 87Q: 29 clusters Score -1.28926e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 35422 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 18386 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8737 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 43275 members 
Mstep: Class 13 contains 27292 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17187 members 
Mstep: Class 16 contains 211753 members 
Mstep: Class 17 contains 5006 members 
Mstep: Class 18 contains 130151 members 
Mstep: Class 19 contains 101937 members 
Mstep: Class 20 contains 42626 members 
Mstep: Class 21 contains 7401 members 
Mstep: Class 22 contains 39944 members 
Mstep: Class 23 contains 11246 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 38309 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926144.000000 Penalty: 95245.046875
Iteration 88Q: 29 clusters Score -1.289261e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 35444 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 18436 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 43246 members 
Mstep: Class 13 contains 27369 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 17211 members 
Mstep: Class 16 contains 211701 members 
Mstep: Class 17 contains 5012 members 
Mstep: Class 18 contains 129963 members 
Mstep: Class 19 contains 101939 members 
Mstep: Class 20 contains 42747 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 39951 members 
Mstep: Class 23 contains 11253 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 38289 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926024.000000 Penalty: 95245.046875
Iteration 89Q: 29 clusters Score -1.28926e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115578 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 35473 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 18484 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20640 members 
Mstep: Class 12 contains 43230 members 
Mstep: Class 13 contains 27457 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 17237 members 
Mstep: Class 16 contains 211628 members 
Mstep: Class 17 contains 5021 members 
Mstep: Class 18 contains 129755 members 
Mstep: Class 19 contains 101952 members 
Mstep: Class 20 contains 42869 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 39972 members 
Mstep: Class 23 contains 11257 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 38274 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926544.000000 Penalty: 95245.046875
Iteration 90Q: 29 clusters Score -1.289265e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 35489 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 18537 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 43211 members 
Mstep: Class 13 contains 27541 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 211562 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 129529 members 
Mstep: Class 19 contains 101954 members 
Mstep: Class 20 contains 42992 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 39982 members 
Mstep: Class 23 contains 11259 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 38270 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926552.000000 Penalty: 95245.046875
Iteration 91Q: 29 clusters Score -1.289266e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115639 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 35501 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 18586 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20515 members 
Mstep: Class 12 contains 43194 members 
Mstep: Class 13 contains 27589 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 17322 members 
Mstep: Class 16 contains 211492 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 129342 members 
Mstep: Class 19 contains 101971 members 
Mstep: Class 20 contains 43107 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 39999 members 
Mstep: Class 23 contains 11262 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 38259 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926560.000000 Penalty: 95245.046875
Iteration 92Q: 29 clusters Score -1.289266e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115660 members 
Mstep: Class 2 contains 884 members 
Mstep: Class 3 contains 35522 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 18614 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20489 members 
Mstep: Class 12 contains 43176 members 
Mstep: Class 13 contains 27639 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 17355 members 
Mstep: Class 16 contains 211431 members 
Mstep: Class 17 contains 5021 members 
Mstep: Class 18 contains 129153 members 
Mstep: Class 19 contains 101981 members 
Mstep: Class 20 contains 43213 members 
Mstep: Class 21 contains 7425 members 
Mstep: Class 22 contains 40012 members 
Mstep: Class 23 contains 11274 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 38254 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926744.000000 Penalty: 95245.046875
Iteration 93Q: 29 clusters Score -1.289267e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 35531 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 18646 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 8769 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20450 members 
Mstep: Class 12 contains 43161 members 
Mstep: Class 13 contains 27692 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 17404 members 
Mstep: Class 16 contains 211348 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 128976 members 
Mstep: Class 19 contains 102009 members 
Mstep: Class 20 contains 43329 members 
Mstep: Class 21 contains 7431 members 
Mstep: Class 22 contains 40027 members 
Mstep: Class 23 contains 11282 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38249 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926736.000000 Penalty: 95245.046875
Iteration 94Q: 29 clusters Score -1.289267e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35544 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 18678 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 43139 members 
Mstep: Class 13 contains 27735 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17455 members 
Mstep: Class 16 contains 211247 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 102028 members 
Mstep: Class 20 contains 43475 members 
Mstep: Class 21 contains 7436 members 
Mstep: Class 22 contains 40036 members 
Mstep: Class 23 contains 11296 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38246 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926608.000000 Penalty: 95245.046875
Iteration 95Q: 29 clusters Score -1.289266e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35564 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20353 members 
Mstep: Class 12 contains 43116 members 
Mstep: Class 13 contains 27780 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 211143 members 
Mstep: Class 17 contains 5034 members 
Mstep: Class 18 contains 128595 members 
Mstep: Class 19 contains 102045 members 
Mstep: Class 20 contains 43640 members 
Mstep: Class 21 contains 7442 members 
Mstep: Class 22 contains 40049 members 
Mstep: Class 23 contains 11312 members 
Mstep: Class 24 contains 11038 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 38244 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926800.000000 Penalty: 95245.046875
Iteration 96Q: 29 clusters Score -1.289268e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35577 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 18764 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8789 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20308 members 
Mstep: Class 12 contains 43104 members 
Mstep: Class 13 contains 27827 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17539 members 
Mstep: Class 16 contains 211049 members 
Mstep: Class 17 contains 5039 members 
Mstep: Class 18 contains 128382 members 
Mstep: Class 19 contains 102049 members 
Mstep: Class 20 contains 43795 members 
Mstep: Class 21 contains 7444 members 
Mstep: Class 22 contains 40063 members 
Mstep: Class 23 contains 11332 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 38244 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926968.000000 Penalty: 95245.046875
Iteration 97Q: 29 clusters Score -1.28927e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35598 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 18807 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20253 members 
Mstep: Class 12 contains 43095 members 
Mstep: Class 13 contains 27884 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17593 members 
Mstep: Class 16 contains 210954 members 
Mstep: Class 17 contains 5048 members 
Mstep: Class 18 contains 128167 members 
Mstep: Class 19 contains 102055 members 
Mstep: Class 20 contains 43944 members 
Mstep: Class 21 contains 7453 members 
Mstep: Class 22 contains 40077 members 
Mstep: Class 23 contains 11340 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 38239 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926880.000000 Penalty: 95245.046875
Iteration 98Q: 29 clusters Score -1.289269e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35608 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 18842 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8800 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20217 members 
Mstep: Class 12 contains 43077 members 
Mstep: Class 13 contains 27939 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17653 members 
Mstep: Class 16 contains 210843 members 
Mstep: Class 17 contains 5053 members 
Mstep: Class 18 contains 127986 members 
Mstep: Class 19 contains 102097 members 
Mstep: Class 20 contains 44091 members 
Mstep: Class 21 contains 7458 members 
Mstep: Class 22 contains 40102 members 
Mstep: Class 23 contains 11354 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38229 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926968.000000 Penalty: 95245.046875
Iteration 99Q: 29 clusters Score -1.28927e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 35621 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20186 members 
Mstep: Class 12 contains 43076 members 
Mstep: Class 13 contains 27982 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 17717 members 
Mstep: Class 16 contains 210697 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 127857 members 
Mstep: Class 19 contains 102120 members 
Mstep: Class 20 contains 44218 members 
Mstep: Class 21 contains 7460 members 
Mstep: Class 22 contains 40120 members 
Mstep: Class 23 contains 11369 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38230 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927192.000000 Penalty: 95245.046875
Iteration 100F: 29 clusters Score -1.289272e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 35631 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 18906 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20158 members 
Mstep: Class 12 contains 43061 members 
Mstep: Class 13 contains 28020 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 17783 members 
Mstep: Class 16 contains 210559 members 
Mstep: Class 17 contains 5061 members 
Mstep: Class 18 contains 127758 members 
Mstep: Class 19 contains 102131 members 
Mstep: Class 20 contains 44340 members 
Mstep: Class 21 contains 7465 members 
Mstep: Class 22 contains 40129 members 
Mstep: Class 23 contains 11392 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 38217 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927008.000000 Penalty: 95245.046875
Iteration 101Q: 29 clusters Score -1.28927e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 35630 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 18927 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 43042 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 17836 members 
Mstep: Class 16 contains 210477 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 127631 members 
Mstep: Class 19 contains 102142 members 
Mstep: Class 20 contains 44484 members 
Mstep: Class 21 contains 7474 members 
Mstep: Class 22 contains 40132 members 
Mstep: Class 23 contains 11420 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38210 members 
Mstep: Class 27 contains 250 members 
Mstep: Class 28 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927528.000000 Penalty: 95245.046875
Iteration 102Q: 29 clusters Score -1.289275e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 35638 members 
Mstep: Class 4 contains 1997 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 18938 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8824 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 43031 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 17890 members 
Mstep: Class 16 contains 210434 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 127474 members 
Mstep: Class 19 contains 102133 members 
Mstep: Class 20 contains 44637 members 
Mstep: Class 21 contains 7480 members 
Mstep: Class 22 contains 40131 members 
Mstep: Class 23 contains 11443 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38205 members 
Mstep: Class 27 contains 254 members 
Mstep: Class 28 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927736.000000 Penalty: 95245.046875
Iteration 103Q: 29 clusters Score -1.289277e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 35654 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20072 members 
Mstep: Class 12 contains 43024 members 
Mstep: Class 13 contains 28115 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 17957 members 
Mstep: Class 16 contains 210313 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 127336 members 
Mstep: Class 19 contains 102134 members 
Mstep: Class 20 contains 44787 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 40152 members 
Mstep: Class 23 contains 11468 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38194 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927640.000000 Penalty: 95245.046875
Iteration 104Q: 29 clusters Score -1.289276e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35668 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 18976 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8822 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 20042 members 
Mstep: Class 12 contains 43011 members 
Mstep: Class 13 contains 28138 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 17999 members 
Mstep: Class 16 contains 210233 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 127154 members 
Mstep: Class 19 contains 102129 members 
Mstep: Class 20 contains 44977 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 40163 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38189 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927352.000000 Penalty: 95245.046875
Iteration 105Q: 29 clusters Score -1.289274e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115392 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35678 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19003 members 
Mstep: Class 7 contains 2923 members 
Mstep: Class 8 contains 8830 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 43007 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 210187 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 126924 members 
Mstep: Class 19 contains 102132 members 
Mstep: Class 20 contains 45164 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 40174 members 
Mstep: Class 23 contains 11519 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 38182 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927728.000000 Penalty: 95245.046875
Iteration 106Q: 29 clusters Score -1.289277e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35684 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 43003 members 
Mstep: Class 13 contains 28201 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18102 members 
Mstep: Class 16 contains 210157 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 126691 members 
Mstep: Class 19 contains 102113 members 
Mstep: Class 20 contains 45341 members 
Mstep: Class 21 contains 7503 members 
Mstep: Class 22 contains 40195 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 38177 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927680.000000 Penalty: 95245.046875
Iteration 107Q: 29 clusters Score -1.289277e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35695 members 
Mstep: Class 4 contains 1987 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 19034 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 8849 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 19952 members 
Mstep: Class 12 contains 42980 members 
Mstep: Class 13 contains 28236 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18162 members 
Mstep: Class 16 contains 210136 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 126457 members 
Mstep: Class 19 contains 102100 members 
Mstep: Class 20 contains 45521 members 
Mstep: Class 21 contains 7511 members 
Mstep: Class 22 contains 40219 members 
Mstep: Class 23 contains 11553 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 38167 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927864.000000 Penalty: 95245.046875
Iteration 108Q: 29 clusters Score -1.289279e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35702 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19050 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8862 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 19928 members 
Mstep: Class 12 contains 42953 members 
Mstep: Class 13 contains 28258 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18233 members 
Mstep: Class 16 contains 210089 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 126267 members 
Mstep: Class 19 contains 102052 members 
Mstep: Class 20 contains 45726 members 
Mstep: Class 21 contains 7509 members 
Mstep: Class 22 contains 40257 members 
Mstep: Class 23 contains 11572 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 38154 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928160.000000 Penalty: 95245.046875
Iteration 109Q: 29 clusters Score -1.289282e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35709 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19061 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 19903 members 
Mstep: Class 12 contains 42930 members 
Mstep: Class 13 contains 28279 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18304 members 
Mstep: Class 16 contains 210044 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 126030 members 
Mstep: Class 19 contains 102020 members 
Mstep: Class 20 contains 45965 members 
Mstep: Class 21 contains 7510 members 
Mstep: Class 22 contains 40292 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 38142 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928312.000000 Penalty: 95245.046875
Iteration 110Q: 29 clusters Score -1.289283e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35726 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19075 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8876 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 19875 members 
Mstep: Class 12 contains 42906 members 
Mstep: Class 13 contains 28302 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 16 contains 209911 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 125845 members 
Mstep: Class 19 contains 102023 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 7514 members 
Mstep: Class 22 contains 40315 members 
Mstep: Class 23 contains 11638 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 38133 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928648.000000 Penalty: 95245.046875
Iteration 111Q: 29 clusters Score -1.289286e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35735 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19088 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 19857 members 
Mstep: Class 12 contains 42896 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18430 members 
Mstep: Class 16 contains 209798 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 125663 members 
Mstep: Class 19 contains 102012 members 
Mstep: Class 20 contains 46373 members 
Mstep: Class 21 contains 7525 members 
Mstep: Class 22 contains 40334 members 
Mstep: Class 23 contains 11670 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 38128 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928640.000000 Penalty: 95245.046875
Iteration 112Q: 29 clusters Score -1.289286e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35739 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 19094 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8879 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 19853 members 
Mstep: Class 12 contains 42871 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 209672 members 
Mstep: Class 17 contains 5134 members 
Mstep: Class 18 contains 125524 members 
Mstep: Class 19 contains 102014 members 
Mstep: Class 20 contains 46548 members 
Mstep: Class 21 contains 7538 members 
Mstep: Class 22 contains 40356 members 
Mstep: Class 23 contains 11703 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 38120 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928704.000000 Penalty: 95245.046875
Iteration 113Q: 29 clusters Score -1.289287e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35737 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 19107 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 19834 members 
Mstep: Class 12 contains 42854 members 
Mstep: Class 13 contains 28343 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18595 members 
Mstep: Class 16 contains 209544 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 125443 members 
Mstep: Class 19 contains 101988 members 
Mstep: Class 20 contains 46697 members 
Mstep: Class 21 contains 7549 members 
Mstep: Class 22 contains 40356 members 
Mstep: Class 23 contains 11732 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 38120 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928840.000000 Penalty: 95245.046875
Iteration 114Q: 29 clusters Score -1.289288e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35747 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19122 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 8889 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 19815 members 
Mstep: Class 12 contains 42822 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18677 members 
Mstep: Class 16 contains 209361 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 125462 members 
Mstep: Class 19 contains 101966 members 
Mstep: Class 20 contains 46833 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 40365 members 
Mstep: Class 23 contains 11773 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 38117 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929080.000000 Penalty: 95245.046875
Iteration 115Q: 29 clusters Score -1.289291e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35778 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 42793 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18754 members 
Mstep: Class 16 contains 209200 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 125464 members 
Mstep: Class 19 contains 101934 members 
Mstep: Class 20 contains 47022 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 40372 members 
Mstep: Class 23 contains 11807 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 38095 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929232.000000 Penalty: 95245.046875
Iteration 116Q: 29 clusters Score -1.289292e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35796 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 19157 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19760 members 
Mstep: Class 12 contains 42764 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18825 members 
Mstep: Class 16 contains 208990 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 125507 members 
Mstep: Class 19 contains 101921 members 
Mstep: Class 20 contains 47209 members 
Mstep: Class 21 contains 7572 members 
Mstep: Class 22 contains 40382 members 
Mstep: Class 23 contains 11848 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 38082 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929592.000000 Penalty: 95245.046875
Iteration 117Q: 29 clusters Score -1.289296e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35800 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19176 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 19736 members 
Mstep: Class 12 contains 42741 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18896 members 
Mstep: Class 16 contains 208833 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 125601 members 
Mstep: Class 19 contains 101893 members 
Mstep: Class 20 contains 47355 members 
Mstep: Class 21 contains 7583 members 
Mstep: Class 22 contains 40410 members 
Mstep: Class 23 contains 11886 members 
Mstep: Class 24 contains 11024 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 38062 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930064.000000 Penalty: 95245.046875
Iteration 118Q: 29 clusters Score -1.289301e+08 nChanged 2226
Entering ConstructFrom: 
Score: -128930064.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (114297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Entering Unmasked Estep 
Score: -16803186.000000 Penalty: 2888.345947
	Iteration 0F: 2 clusters Score -1.680319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -16727935.000000 Penalty: 5776.691895
	Iteration 0F: 3 clusters Score -1.672794e+07 nChanged 54231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -16759320.000000 Penalty: 5776.691895
	Iteration 1F: 3 clusters Score -1.675932e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -16760614.000000 Penalty: 5776.691895
	Iteration 2Q: 3 clusters Score -1.676061e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -16762611.000000 Penalty: 5776.691895
	Iteration 3Q: 3 clusters Score -1.676261e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -16765729.000000 Penalty: 5776.691895
	Iteration 4F: 3 clusters Score -1.676573e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -16770776.000000 Penalty: 5776.691895
	Iteration 5F: 3 clusters Score -1.677078e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -16778304.000000 Penalty: 5776.691895
	Iteration 6F: 3 clusters Score -1.67783e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -16786624.000000 Penalty: 5776.691895
	Iteration 7F: 3 clusters Score -1.678662e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -16793546.000000 Penalty: 5776.691895
	Iteration 8F: 3 clusters Score -1.679355e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -16797716.000000 Penalty: 5776.691895
	Iteration 9Q: 3 clusters Score -1.679772e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -16799652.000000 Penalty: 5776.691895
	Iteration 10Q: 3 clusters Score -1.679965e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -16800526.000000 Penalty: 5776.691895
	Iteration 11Q: 3 clusters Score -1.680053e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -16800910.000000 Penalty: 5776.691895
	Iteration 12Q: 3 clusters Score -1.680091e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -16801200.000000 Penalty: 5776.691895
	Iteration 13Q: 3 clusters Score -1.68012e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -16801362.000000 Penalty: 5776.691895
	Iteration 14Q: 3 clusters Score -1.680136e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106109 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -16801512.000000 Penalty: 5776.691895
	Iteration 15Q: 3 clusters Score -1.680151e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -16801618.000000 Penalty: 5776.691895
	Iteration 16Q: 3 clusters Score -1.680162e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -16801646.000000 Penalty: 5776.691895
	Iteration 17Q: 3 clusters Score -1.680165e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -16801700.000000 Penalty: 5776.691895
	Iteration 18Q: 3 clusters Score -1.68017e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -16801746.000000 Penalty: 5776.691895
	Iteration 19Q: 3 clusters Score -1.680175e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -16801792.000000 Penalty: 5776.691895
	Iteration 20F: 3 clusters Score -1.680179e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -16801842.000000 Penalty: 5776.691895
	Iteration 21Q: 3 clusters Score -1.680184e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -16801812.000000 Penalty: 5776.691895
	Iteration 22Q: 3 clusters Score -1.680181e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -16801852.000000 Penalty: 5776.691895
	Iteration 23Q: 3 clusters Score -1.680185e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -16801840.000000 Penalty: 5776.691895
	Iteration 24Q: 3 clusters Score -1.680184e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -16801858.000000 Penalty: 5776.691895
	Iteration 25Q: 3 clusters Score -1.680186e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -16801858.000000 Penalty: 5776.691895
	Iteration 26Q: 3 clusters Score -1.680186e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -16801900.000000 Penalty: 5776.691895
	Iteration 27Q: 3 clusters Score -1.68019e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -16801898.000000 Penalty: 5776.691895
	Iteration 28Q: 3 clusters Score -1.68019e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -16801928.000000 Penalty: 5776.691895
	Iteration 29Q: 3 clusters Score -1.680193e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -16801900.000000 Penalty: 5776.691895
	Iteration 30Q: 3 clusters Score -1.68019e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -16801940.000000 Penalty: 5776.691895
	Iteration 31Q: 3 clusters Score -1.680194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -16801908.000000 Penalty: 5776.691895
	Iteration 32Q: 3 clusters Score -1.680191e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -16801918.000000 Penalty: 5776.691895
	Iteration 33Q: 3 clusters Score -1.680192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -16801920.000000 Penalty: 5776.691895
	Iteration 34Q: 3 clusters Score -1.680192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -16801926.000000 Penalty: 5776.691895
	Iteration 35Q: 3 clusters Score -1.680193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -16801922.000000 Penalty: 5776.691895
	Iteration 36Q: 3 clusters Score -1.680192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16801926.000000 Penalty: 5776.691895
	Iteration 37Q: 3 clusters Score -1.680193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -16801918.000000 Penalty: 5776.691895
	Iteration 38Q: 3 clusters Score -1.680192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -16801912.000000 Penalty: 5776.691895
	Iteration 39Q: 3 clusters Score -1.680191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110827 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16801910.000000 Penalty: 5776.691895
	Iteration 40F: 3 clusters Score -1.680191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -16801918.000000 Penalty: 5776.691895
	Iteration 41Q: 3 clusters Score -1.680192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -16801912.000000 Penalty: 5776.691895
	Iteration 42Q: 3 clusters Score -1.680191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -16801912.000000 Penalty: 5776.691895
	Iteration 43Q: 3 clusters Score -1.680191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -16801906.000000 Penalty: 5776.691895
	Iteration 44Q: 3 clusters Score -1.680191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -16801916.000000 Penalty: 5776.691895
	Iteration 45Q: 3 clusters Score -1.680192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -16801916.000000 Penalty: 5776.691895
	Iteration 46Q: 3 clusters Score -1.680192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -16801918.000000 Penalty: 5776.691895
	Iteration 47Q: 3 clusters Score -1.680192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -16801922.000000 Penalty: 5776.691895
	Iteration 48Q: 3 clusters Score -1.680192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110897 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -16801918.000000 Penalty: 5776.691895
	Iteration 49Q: 3 clusters Score -1.680192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -16801910.000000 Penalty: 5776.691895
	Iteration 50Q: 3 clusters Score -1.680191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -16801908.000000 Penalty: 5776.691895
	Iteration 51Q: 3 clusters Score -1.680191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -16801914.000000 Penalty: 5776.691895
	Iteration 52Q: 3 clusters Score -1.680191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110913 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -16801908.000000 Penalty: 5776.691895
	Iteration 53Q: 3 clusters Score -1.680191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16801906.000000 Penalty: 5776.691895
	Iteration 54Q: 3 clusters Score -1.680191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -16801912.000000 Penalty: 5776.691895
	Iteration 55Q: 3 clusters Score -1.680191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -16801912.000000 Penalty: 5776.691895
	Iteration 56Q: 3 clusters Score -1.680191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -16801920.000000 Penalty: 5776.691895
	Iteration 57Q: 3 clusters Score -1.680192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -16801900.000000 Penalty: 5776.691895
	Iteration 58Q: 3 clusters Score -1.68019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -16801908.000000 Penalty: 5776.691895
	Iteration 59Q: 3 clusters Score -1.680191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -16801914.000000 Penalty: 5776.691895
	Iteration 60F: 3 clusters Score -1.680191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -16801908.000000 Penalty: 5776.691895
	Iteration 61Q: 3 clusters Score -1.680191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -16801904.000000 Penalty: 5776.691895
	Iteration 62Q: 3 clusters Score -1.68019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -16801904.000000 Penalty: 5776.691895
	Iteration 63F: 3 clusters Score -1.68019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -107292.546875 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -107292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105596.921875 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -105596.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106721.421875 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -106721.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -107224.882812 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -107224.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -107507.875000 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -107507.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -107696.445312 Penalty: 3357.172607
	Iteration 4F: 3 clusters Score -107696.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -107809.656250 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -107809.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -107903.546875 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -107903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -107960.476562 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -107960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108022.906250 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -108022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108063.921875 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -108063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -108081.484375 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -108081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108103.531250 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -108103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -108110.851562 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -108110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108132.125000 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -108132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108154.320312 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -108154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108161.882812 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -108161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108164.992188 Penalty: 3357.172607
	Iteration 16Q: 3 clusters Score -108165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108164.992188 Penalty: 3357.172607
	Iteration 17F: 3 clusters Score -108165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 133 members 
Entering Unmasked Estep 
Score: -128929320.000000 Penalty: 98646.656250
Splitting cluster 2 changes total score from -128930064.000000 to -128929320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Entering Unmasked Estep 
Score: -4980612.000000 Penalty: 2600.509766
	Iteration 0F: 2 clusters Score -4980612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4956288.000000 Penalty: 5201.019531
	Iteration 0F: 3 clusters Score -4956288 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4965229.000000 Penalty: 5201.019531
	Iteration 1F: 3 clusters Score -4965229 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4965899.000000 Penalty: 5201.019531
	Iteration 2Q: 3 clusters Score -4965899 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4966584.500000 Penalty: 5201.019531
	Iteration 3Q: 3 clusters Score -4966584 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4967187.000000 Penalty: 5201.019531
	Iteration 4Q: 3 clusters Score -4967187 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4967758.500000 Penalty: 5201.019531
	Iteration 5Q: 3 clusters Score -4967758 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4968365.500000 Penalty: 5201.019531
	Iteration 6Q: 3 clusters Score -4968366 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4969081.000000 Penalty: 5201.019531
	Iteration 7Q: 3 clusters Score -4969081 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4970030.000000 Penalty: 5201.019531
	Iteration 8Q: 3 clusters Score -4970030 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4971211.000000 Penalty: 5201.019531
	Iteration 9F: 3 clusters Score -4971211 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4972630.000000 Penalty: 5201.019531
	Iteration 10F: 3 clusters Score -4972630 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4974103.500000 Penalty: 5201.019531
	Iteration 11F: 3 clusters Score -4974104 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4975521.000000 Penalty: 5201.019531
	Iteration 12F: 3 clusters Score -4975521 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4976614.500000 Penalty: 5201.019531
	Iteration 13Q: 3 clusters Score -4976614 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4977498.000000 Penalty: 5201.019531
	Iteration 14Q: 3 clusters Score -4977498 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4978126.500000 Penalty: 5201.019531
	Iteration 15Q: 3 clusters Score -4978126 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4978533.500000 Penalty: 5201.019531
	Iteration 16Q: 3 clusters Score -4978534 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4978816.500000 Penalty: 5201.019531
	Iteration 17Q: 3 clusters Score -4978816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4979021.500000 Penalty: 5201.019531
	Iteration 18Q: 3 clusters Score -4979022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4979160.000000 Penalty: 5201.019531
	Iteration 19Q: 3 clusters Score -4979160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4979269.500000 Penalty: 5201.019531
	Iteration 20F: 3 clusters Score -4979270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4979356.000000 Penalty: 5201.019531
	Iteration 21Q: 3 clusters Score -4979356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4979430.500000 Penalty: 5201.019531
	Iteration 22Q: 3 clusters Score -4979430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4979499.500000 Penalty: 5201.019531
	Iteration 23Q: 3 clusters Score -4979500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4979546.500000 Penalty: 5201.019531
	Iteration 24Q: 3 clusters Score -4979546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4979573.500000 Penalty: 5201.019531
	Iteration 25Q: 3 clusters Score -4979574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4979604.500000 Penalty: 5201.019531
	Iteration 26Q: 3 clusters Score -4979604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4979631.000000 Penalty: 5201.019531
	Iteration 27Q: 3 clusters Score -4979631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4979644.000000 Penalty: 5201.019531
	Iteration 28Q: 3 clusters Score -4979644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4979653.000000 Penalty: 5201.019531
	Iteration 29Q: 3 clusters Score -4979653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4979666.500000 Penalty: 5201.019531
	Iteration 30Q: 3 clusters Score -4979666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4979666.000000 Penalty: 5201.019531
	Iteration 31Q: 3 clusters Score -4979666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4979676.000000 Penalty: 5201.019531
	Iteration 32Q: 3 clusters Score -4979676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4979681.000000 Penalty: 5201.019531
	Iteration 33Q: 3 clusters Score -4979681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4979683.500000 Penalty: 5201.019531
	Iteration 34Q: 3 clusters Score -4979684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4979687.500000 Penalty: 5201.019531
	Iteration 35Q: 3 clusters Score -4979688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4979684.000000 Penalty: 5201.019531
	Iteration 36Q: 3 clusters Score -4979684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4979680.500000 Penalty: 5201.019531
	Iteration 37Q: 3 clusters Score -4979680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4979681.000000 Penalty: 5201.019531
	Iteration 38Q: 3 clusters Score -4979681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4979681.000000 Penalty: 5201.019531
	Iteration 39F: 3 clusters Score -4979681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -280857.593750 Penalty: 1881.527222
	Iteration 0F: 2 clusters Score -280857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -278242.062500 Penalty: 3763.054443
	Iteration 0F: 3 clusters Score -278242.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -278674.937500 Penalty: 3763.054443
	Iteration 1F: 3 clusters Score -278674.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -278798.468750 Penalty: 3763.054443
	Iteration 2F: 3 clusters Score -278798.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -278867.531250 Penalty: 3763.054443
	Iteration 3Q: 3 clusters Score -278867.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -278899.156250 Penalty: 3763.054443
	Iteration 4Q: 3 clusters Score -278899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -278919.500000 Penalty: 3763.054443
	Iteration 5Q: 3 clusters Score -278919.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -278932.062500 Penalty: 3763.054443
	Iteration 6Q: 3 clusters Score -278932.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -278942.093750 Penalty: 3763.054443
	Iteration 7Q: 3 clusters Score -278942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -278954.625000 Penalty: 3763.054443
	Iteration 8Q: 3 clusters Score -278954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -278970.281250 Penalty: 3763.054443
	Iteration 9Q: 3 clusters Score -278970.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -278982.656250 Penalty: 3763.054443
	Iteration 10Q: 3 clusters Score -278982.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -278992.468750 Penalty: 3763.054443
	Iteration 11Q: 3 clusters Score -278992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -278998.031250 Penalty: 3763.054443
	Iteration 12Q: 3 clusters Score -278998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279012.343750 Penalty: 3763.054443
	Iteration 13Q: 3 clusters Score -279012.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -279033.343750 Penalty: 3763.054443
	Iteration 14Q: 3 clusters Score -279033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -279060.500000 Penalty: 3763.054443
	Iteration 15Q: 3 clusters Score -279060.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -279084.750000 Penalty: 3763.054443
	Iteration 16Q: 3 clusters Score -279084.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -279106.812500 Penalty: 3763.054443
	Iteration 17Q: 3 clusters Score -279106.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -279131.343750 Penalty: 3763.054443
	Iteration 18Q: 3 clusters Score -279131.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -279154.906250 Penalty: 3763.054443
	Iteration 19Q: 3 clusters Score -279154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -279183.843750 Penalty: 3763.054443
	Iteration 20F: 3 clusters Score -279183.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -279221.093750 Penalty: 3763.054443
	Iteration 21Q: 3 clusters Score -279221.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -279259.312500 Penalty: 3763.054443
	Iteration 22Q: 3 clusters Score -279259.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -279304.093750 Penalty: 3763.054443
	Iteration 23Q: 3 clusters Score -279304.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -279338.781250 Penalty: 3763.054443
	Iteration 24Q: 3 clusters Score -279338.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -279368.718750 Penalty: 3763.054443
	Iteration 25Q: 3 clusters Score -279368.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -279406.250000 Penalty: 3763.054443
	Iteration 26Q: 3 clusters Score -279406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279446.781250 Penalty: 3763.054443
	Iteration 27Q: 3 clusters Score -279446.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279470.656250 Penalty: 3763.054443
	Iteration 28Q: 3 clusters Score -279470.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -279489.437500 Penalty: 3763.054443
	Iteration 29Q: 3 clusters Score -279489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -279501.187500 Penalty: 3763.054443
	Iteration 30Q: 3 clusters Score -279501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -279506.812500 Penalty: 3763.054443
	Iteration 31Q: 3 clusters Score -279506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -279516.906250 Penalty: 3763.054443
	Iteration 32Q: 3 clusters Score -279516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -279524.218750 Penalty: 3763.054443
	Iteration 33Q: 3 clusters Score -279524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -279533.406250 Penalty: 3763.054443
	Iteration 34Q: 3 clusters Score -279533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -279542.031250 Penalty: 3763.054443
	Iteration 35Q: 3 clusters Score -279542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -279551.625000 Penalty: 3763.054443
	Iteration 36Q: 3 clusters Score -279551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279558.343750 Penalty: 3763.054443
	Iteration 37Q: 3 clusters Score -279558.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -279565.781250 Penalty: 3763.054443
	Iteration 38Q: 3 clusters Score -279565.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -279579.437500 Penalty: 3763.054443
	Iteration 39Q: 3 clusters Score -279579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -279589.343750 Penalty: 3763.054443
	Iteration 40F: 3 clusters Score -279589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279597.875000 Penalty: 3763.054443
	Iteration 41Q: 3 clusters Score -279597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -279609.843750 Penalty: 3763.054443
	Iteration 42Q: 3 clusters Score -279609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279619.656250 Penalty: 3763.054443
	Iteration 43Q: 3 clusters Score -279619.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279630.656250 Penalty: 3763.054443
	Iteration 44Q: 3 clusters Score -279630.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279650.593750 Penalty: 3763.054443
	Iteration 45Q: 3 clusters Score -279650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279668.687500 Penalty: 3763.054443
	Iteration 46Q: 3 clusters Score -279668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279681.812500 Penalty: 3763.054443
	Iteration 47Q: 3 clusters Score -279681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279692.656250 Penalty: 3763.054443
	Iteration 48Q: 3 clusters Score -279692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279699.406250 Penalty: 3763.054443
	Iteration 49Q: 3 clusters Score -279699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279705.843750 Penalty: 3763.054443
	Iteration 50Q: 3 clusters Score -279705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279711.437500 Penalty: 3763.054443
	Iteration 51Q: 3 clusters Score -279711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279717.375000 Penalty: 3763.054443
	Iteration 52Q: 3 clusters Score -279717.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -279727.093750 Penalty: 3763.054443
	Iteration 53Q: 3 clusters Score -279727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -279732.343750 Penalty: 3763.054443
	Iteration 54Q: 3 clusters Score -279732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279733.687500 Penalty: 3763.054443
	Iteration 55Q: 3 clusters Score -279733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -279737.656250 Penalty: 3763.054443
	Iteration 56Q: 3 clusters Score -279737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -279740.062500 Penalty: 3763.054443
	Iteration 57Q: 3 clusters Score -279740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279742.187500 Penalty: 3763.054443
	Iteration 58Q: 3 clusters Score -279742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279743.593750 Penalty: 3763.054443
	Iteration 59Q: 3 clusters Score -279743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -279747.312500 Penalty: 3763.054443
	Iteration 60F: 3 clusters Score -279747.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279749.687500 Penalty: 3763.054443
	Iteration 61Q: 3 clusters Score -279749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -279753.281250 Penalty: 3763.054443
	Iteration 62Q: 3 clusters Score -279753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -279755.093750 Penalty: 3763.054443
	Iteration 63Q: 3 clusters Score -279755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279758.781250 Penalty: 3763.054443
	Iteration 64Q: 3 clusters Score -279758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -279762.500000 Penalty: 3763.054443
	Iteration 65Q: 3 clusters Score -279762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279765.312500 Penalty: 3763.054443
	Iteration 66Q: 3 clusters Score -279765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279765.718750 Penalty: 3763.054443
	Iteration 67Q: 3 clusters Score -279765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279765.937500 Penalty: 3763.054443
	Iteration 68Q: 3 clusters Score -279765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279765.937500 Penalty: 3763.054443
	Iteration 69F: 3 clusters Score -279765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -348090.062500 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -348090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -345095.750000 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -345095.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345773.718750 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -345773.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -345989.093750 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -345989.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -346227.625000 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -346227.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -346609.437500 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -346609.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -347126.125000 Penalty: 3913.543213
	Iteration 5F: 3 clusters Score -347126.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -347548.250000 Penalty: 3913.543213
	Iteration 6F: 3 clusters Score -347548.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -347746.093750 Penalty: 3913.543213
	Iteration 7F: 3 clusters Score -347746.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -347825.281250 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -347825.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -347891.250000 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -347891.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -347961.812500 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -347961.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -348038.500000 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -348038.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348135.375000 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -348135.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -348225.156250 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -348225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348261.125000 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -348261.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -348285.625000 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -348285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -348307.937500 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -348307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -348314.656250 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -348314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -348318.406250 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -348318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -348321.281250 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -348321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -348324.218750 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -348324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -348324.968750 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -348325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -348325.500000 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -348325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -348325.500000 Penalty: 3913.543213
	Iteration 23F: 3 clusters Score -348325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 1279 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 1392 members 
Entering Unmasked Estep 
Score: -128928976.000000 Penalty: 98646.656250
Splitting cluster 5 changes total score from -128930064.000000 to -128928976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Entering Unmasked Estep 
Score: -2769708.000000 Penalty: 2445.967041
	Iteration 0F: 2 clusters Score -2769708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2756190.000000 Penalty: 4891.934082
	Iteration 0F: 3 clusters Score -2756190 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2760641.250000 Penalty: 4891.934082
	Iteration 1F: 3 clusters Score -2760641 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2761027.250000 Penalty: 4891.934082
	Iteration 2F: 3 clusters Score -2761027 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2761323.250000 Penalty: 4891.934082
	Iteration 3Q: 3 clusters Score -2761323 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2761627.250000 Penalty: 4891.934082
	Iteration 4Q: 3 clusters Score -2761627 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2761998.750000 Penalty: 4891.934082
	Iteration 5Q: 3 clusters Score -2761999 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2762505.250000 Penalty: 4891.934082
	Iteration 6Q: 3 clusters Score -2762505 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2763164.000000 Penalty: 4891.934082
	Iteration 7F: 3 clusters Score -2763164 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2764042.500000 Penalty: 4891.934082
	Iteration 8F: 3 clusters Score -2764042 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2764959.500000 Penalty: 4891.934082
	Iteration 9F: 3 clusters Score -2764960 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2765782.500000 Penalty: 4891.934082
	Iteration 10F: 3 clusters Score -2765782 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2766412.250000 Penalty: 4891.934082
	Iteration 11Q: 3 clusters Score -2766412 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2766825.750000 Penalty: 4891.934082
	Iteration 12Q: 3 clusters Score -2766826 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2767119.750000 Penalty: 4891.934082
	Iteration 13Q: 3 clusters Score -2767120 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2767303.500000 Penalty: 4891.934082
	Iteration 14Q: 3 clusters Score -2767304 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2767420.250000 Penalty: 4891.934082
	Iteration 15Q: 3 clusters Score -2767420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2767506.500000 Penalty: 4891.934082
	Iteration 16Q: 3 clusters Score -2767506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2767580.000000 Penalty: 4891.934082
	Iteration 17Q: 3 clusters Score -2767580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2767649.500000 Penalty: 4891.934082
	Iteration 18Q: 3 clusters Score -2767650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2767706.000000 Penalty: 4891.934082
	Iteration 19Q: 3 clusters Score -2767706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2767745.750000 Penalty: 4891.934082
	Iteration 20F: 3 clusters Score -2767746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2767762.750000 Penalty: 4891.934082
	Iteration 21Q: 3 clusters Score -2767763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2767786.000000 Penalty: 4891.934082
	Iteration 22Q: 3 clusters Score -2767786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2767799.250000 Penalty: 4891.934082
	Iteration 23Q: 3 clusters Score -2767799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2767819.000000 Penalty: 4891.934082
	Iteration 24Q: 3 clusters Score -2767819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2767824.250000 Penalty: 4891.934082
	Iteration 25Q: 3 clusters Score -2767824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2767833.250000 Penalty: 4891.934082
	Iteration 26Q: 3 clusters Score -2767833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2767839.500000 Penalty: 4891.934082
	Iteration 27Q: 3 clusters Score -2767840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2767845.000000 Penalty: 4891.934082
	Iteration 28Q: 3 clusters Score -2767845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2767848.750000 Penalty: 4891.934082
	Iteration 29Q: 3 clusters Score -2767849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2767846.500000 Penalty: 4891.934082
	Iteration 30Q: 3 clusters Score -2767846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2767844.750000 Penalty: 4891.934082
	Iteration 31Q: 3 clusters Score -2767845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2767842.250000 Penalty: 4891.934082
	Iteration 32Q: 3 clusters Score -2767842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2767844.750000 Penalty: 4891.934082
	Iteration 33Q: 3 clusters Score -2767845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2767844.750000 Penalty: 4891.934082
	Iteration 34F: 3 clusters Score -2767845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -412145.343750 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -412145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -408977.437500 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -408977.4 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409630.875000 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -409630.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -409753.437500 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -409753.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -409805.250000 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -409805.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -409844.250000 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -409844.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -409870.343750 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -409870.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -409892.500000 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -409892.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -409918.187500 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -409918.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409943.687500 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -409943.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -409980.187500 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -409980.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -410018.781250 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -410018.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -410065.093750 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -410065.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410109.593750 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -410109.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -410157.500000 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -410157.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -410200.000000 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -410200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -410243.843750 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -410243.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -410296.062500 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -410296.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -410327.625000 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -410327.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410355.343750 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -410355.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -410381.125000 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -410381.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -410406.468750 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -410406.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -410433.593750 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -410433.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -410464.062500 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -410464.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -410493.406250 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -410493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -410517.906250 Penalty: 3959.447754
	Iteration 24Q: 3 clusters Score -410517.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -410539.625000 Penalty: 3959.447754
	Iteration 25Q: 3 clusters Score -410539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -410556.906250 Penalty: 3959.447754
	Iteration 26Q: 3 clusters Score -410556.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -410568.937500 Penalty: 3959.447754
	Iteration 27Q: 3 clusters Score -410568.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -410582.000000 Penalty: 3959.447754
	Iteration 28Q: 3 clusters Score -410582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -410587.906250 Penalty: 3959.447754
	Iteration 29Q: 3 clusters Score -410587.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -410595.531250 Penalty: 3959.447754
	Iteration 30Q: 3 clusters Score -410595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -410598.500000 Penalty: 3959.447754
	Iteration 31Q: 3 clusters Score -410598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -410602.156250 Penalty: 3959.447754
	Iteration 32Q: 3 clusters Score -410602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -410606.281250 Penalty: 3959.447754
	Iteration 33Q: 3 clusters Score -410606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -410606.875000 Penalty: 3959.447754
	Iteration 34Q: 3 clusters Score -410606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -410608.000000 Penalty: 3959.447754
	Iteration 35Q: 3 clusters Score -410608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -410608.000000 Penalty: 3959.447754
	Iteration 36F: 3 clusters Score -410608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -1244542.875000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -1244543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1237602.500000 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -1237602 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1239587.750000 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -1239588 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1239850.750000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -1239851 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1240018.000000 Penalty: 4512.141602
	Iteration 3Q: 3 clusters Score -1240018 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1240135.375000 Penalty: 4512.141602
	Iteration 4Q: 3 clusters Score -1240135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1240231.625000 Penalty: 4512.141602
	Iteration 5Q: 3 clusters Score -1240232 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1240301.250000 Penalty: 4512.141602
	Iteration 6Q: 3 clusters Score -1240301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1240371.750000 Penalty: 4512.141602
	Iteration 7Q: 3 clusters Score -1240372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1240448.750000 Penalty: 4512.141602
	Iteration 8Q: 3 clusters Score -1240449 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1240527.125000 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -1240527 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1240623.500000 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -1240624 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1240727.500000 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -1240728 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1240843.750000 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -1240844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1240993.500000 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -1240994 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1241147.625000 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -1241148 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1241324.625000 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -1241325 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1241516.250000 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -1241516 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1241709.250000 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -1241709 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1241876.125000 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -1241876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1242010.125000 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -1242010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1242123.000000 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -1242123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1242213.625000 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -1242214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1242282.000000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -1242282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1242347.000000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -1242347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1242397.125000 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -1242397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1242436.875000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -1242437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1242464.625000 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -1242465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1242488.375000 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -1242488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1242505.125000 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -1242505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1242514.750000 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -1242515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1242523.375000 Penalty: 4512.141602
	Iteration 30Q: 3 clusters Score -1242523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1242535.125000 Penalty: 4512.141602
	Iteration 31Q: 3 clusters Score -1242535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1242545.125000 Penalty: 4512.141602
	Iteration 32Q: 3 clusters Score -1242545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1242554.750000 Penalty: 4512.141602
	Iteration 33Q: 3 clusters Score -1242555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1242562.875000 Penalty: 4512.141602
	Iteration 34Q: 3 clusters Score -1242563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1242576.875000 Penalty: 4512.141602
	Iteration 35Q: 3 clusters Score -1242577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1242584.000000 Penalty: 4512.141602
	Iteration 36Q: 3 clusters Score -1242584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1242585.125000 Penalty: 4512.141602
	Iteration 37Q: 3 clusters Score -1242585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1242587.875000 Penalty: 4512.141602
	Iteration 38Q: 3 clusters Score -1242588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1242588.000000 Penalty: 4512.141602
	Iteration 39Q: 3 clusters Score -1242588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1242591.375000 Penalty: 4512.141602
	Iteration 40F: 3 clusters Score -1242591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -70074.843750 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -70074.84 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 347 members 
Entering Unmasked Estep 
Score: -68594.117188 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -68594.12 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69059.023438 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -69059.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69296.289062 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -69296.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69676.023438 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -69676.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69909.906250 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -69909.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70105.125000 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -70105.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70149.796875 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -70149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -70171.343750 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -70171.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70173.289062 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -70173.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70176.640625 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -70176.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70181.578125 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -70181.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70183.812500 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -70183.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70185.640625 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -70185.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70185.640625 Penalty: 3232.764893
	Iteration 13F: 3 clusters Score -70185.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 107 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 570 members 
Entering Unmasked Estep 
Score: -128928352.000000 Penalty: 98646.656250
Splitting cluster 9 changes total score from -128930064.000000 to -128928352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -363682.375000 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -363682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -360738.375000 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -360738.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -361286.343750 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -361286.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -361454.093750 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -361454.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -361554.625000 Penalty: 3880.131348
	Iteration 3F: 3 clusters Score -361554.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -361618.093750 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -361618.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -361667.625000 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -361667.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -361694.406250 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -361694.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -361723.250000 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -361723.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -361745.156250 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -361745.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -361763.843750 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -361763.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -361780.656250 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -361780.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -361792.718750 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -361792.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -361803.562500 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -361803.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -361811.718750 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -361811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -361813.312500 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -361813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -361815.593750 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -361815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -361820.187500 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -361820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -361824.593750 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -361824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -361829.531250 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -361829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -361831.281250 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -361831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -361833.312500 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -361833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -361834.093750 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -361834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -361834.093750 Penalty: 3880.131348
	Iteration 22F: 3 clusters Score -361834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Entering Unmasked Estep 
Score: -2834937.250000 Penalty: 2452.366943
	Iteration 0F: 2 clusters Score -2834937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2820969.750000 Penalty: 4904.733887
	Iteration 0F: 3 clusters Score -2820970 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2825617.250000 Penalty: 4904.733887
	Iteration 1F: 3 clusters Score -2825617 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2825952.500000 Penalty: 4904.733887
	Iteration 2F: 3 clusters Score -2825952 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2826158.750000 Penalty: 4904.733887
	Iteration 3Q: 3 clusters Score -2826159 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2826339.250000 Penalty: 4904.733887
	Iteration 4Q: 3 clusters Score -2826339 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2826491.000000 Penalty: 4904.733887
	Iteration 5Q: 3 clusters Score -2826491 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2826637.750000 Penalty: 4904.733887
	Iteration 6Q: 3 clusters Score -2826638 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2826818.750000 Penalty: 4904.733887
	Iteration 7Q: 3 clusters Score -2826819 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2827060.500000 Penalty: 4904.733887
	Iteration 8Q: 3 clusters Score -2827060 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2827385.250000 Penalty: 4904.733887
	Iteration 9Q: 3 clusters Score -2827385 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2827842.750000 Penalty: 4904.733887
	Iteration 10Q: 3 clusters Score -2827843 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2828493.750000 Penalty: 4904.733887
	Iteration 11F: 3 clusters Score -2828494 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2829408.250000 Penalty: 4904.733887
	Iteration 12F: 3 clusters Score -2829408 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2830442.750000 Penalty: 4904.733887
	Iteration 13F: 3 clusters Score -2830443 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2831356.750000 Penalty: 4904.733887
	Iteration 14Q: 3 clusters Score -2831357 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2831998.000000 Penalty: 4904.733887
	Iteration 15Q: 3 clusters Score -2831998 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2832339.000000 Penalty: 4904.733887
	Iteration 16Q: 3 clusters Score -2832339 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2832511.750000 Penalty: 4904.733887
	Iteration 17Q: 3 clusters Score -2832512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2832614.250000 Penalty: 4904.733887
	Iteration 18Q: 3 clusters Score -2832614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2832650.750000 Penalty: 4904.733887
	Iteration 19Q: 3 clusters Score -2832651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2832664.750000 Penalty: 4904.733887
	Iteration 20F: 3 clusters Score -2832665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2832680.500000 Penalty: 4904.733887
	Iteration 21Q: 3 clusters Score -2832680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2832689.750000 Penalty: 4904.733887
	Iteration 22Q: 3 clusters Score -2832690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2832700.250000 Penalty: 4904.733887
	Iteration 23Q: 3 clusters Score -2832700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2832708.750000 Penalty: 4904.733887
	Iteration 24Q: 3 clusters Score -2832709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2832727.750000 Penalty: 4904.733887
	Iteration 25Q: 3 clusters Score -2832728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2832732.500000 Penalty: 4904.733887
	Iteration 26Q: 3 clusters Score -2832732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2832733.750000 Penalty: 4904.733887
	Iteration 27Q: 3 clusters Score -2832734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2832737.250000 Penalty: 4904.733887
	Iteration 28Q: 3 clusters Score -2832737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2832744.750000 Penalty: 4904.733887
	Iteration 29Q: 3 clusters Score -2832745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2832744.750000 Penalty: 4904.733887
	Iteration 30F: 3 clusters Score -2832745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Entering Unmasked Estep 
Score: -6286216.500000 Penalty: 2644.245850
	Iteration 0F: 2 clusters Score -6286216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -6257204.000000 Penalty: 5288.491699
	Iteration 0F: 3 clusters Score -6257204 nChanged 19641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -6268130.000000 Penalty: 5288.491699
	Iteration 1F: 3 clusters Score -6268130 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -6268767.500000 Penalty: 5288.491699
	Iteration 2Q: 3 clusters Score -6268768 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6269324.000000 Penalty: 5288.491699
	Iteration 3Q: 3 clusters Score -6269324 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -6269989.500000 Penalty: 5288.491699
	Iteration 4Q: 3 clusters Score -6269990 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6270819.500000 Penalty: 5288.491699
	Iteration 5Q: 3 clusters Score -6270820 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6272016.500000 Penalty: 5288.491699
	Iteration 6F: 3 clusters Score -6272016 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -6273671.000000 Penalty: 5288.491699
	Iteration 7F: 3 clusters Score -6273671 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -6275779.500000 Penalty: 5288.491699
	Iteration 8F: 3 clusters Score -6275780 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -6277958.500000 Penalty: 5288.491699
	Iteration 9F: 3 clusters Score -6277958 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -6279825.000000 Penalty: 5288.491699
	Iteration 10F: 3 clusters Score -6279825 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -6281138.000000 Penalty: 5288.491699
	Iteration 11Q: 3 clusters Score -6281138 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -6282063.000000 Penalty: 5288.491699
	Iteration 12Q: 3 clusters Score -6282063 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -6282623.000000 Penalty: 5288.491699
	Iteration 13Q: 3 clusters Score -6282623 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -6282983.500000 Penalty: 5288.491699
	Iteration 14Q: 3 clusters Score -6282984 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -6283233.500000 Penalty: 5288.491699
	Iteration 15Q: 3 clusters Score -6283234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -6283411.000000 Penalty: 5288.491699
	Iteration 16Q: 3 clusters Score -6283411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -6283540.000000 Penalty: 5288.491699
	Iteration 17Q: 3 clusters Score -6283540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6283634.000000 Penalty: 5288.491699
	Iteration 18Q: 3 clusters Score -6283634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -6283685.500000 Penalty: 5288.491699
	Iteration 19Q: 3 clusters Score -6283686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6283718.500000 Penalty: 5288.491699
	Iteration 20F: 3 clusters Score -6283718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6283746.000000 Penalty: 5288.491699
	Iteration 21Q: 3 clusters Score -6283746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -6283795.000000 Penalty: 5288.491699
	Iteration 22Q: 3 clusters Score -6283795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -6283812.000000 Penalty: 5288.491699
	Iteration 23Q: 3 clusters Score -6283812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -6283849.500000 Penalty: 5288.491699
	Iteration 24Q: 3 clusters Score -6283850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -6283883.500000 Penalty: 5288.491699
	Iteration 25Q: 3 clusters Score -6283884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6283914.000000 Penalty: 5288.491699
	Iteration 26Q: 3 clusters Score -6283914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6283933.500000 Penalty: 5288.491699
	Iteration 27Q: 3 clusters Score -6283934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -6283949.500000 Penalty: 5288.491699
	Iteration 28Q: 3 clusters Score -6283950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -6283967.000000 Penalty: 5288.491699
	Iteration 29Q: 3 clusters Score -6283967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6283974.500000 Penalty: 5288.491699
	Iteration 30Q: 3 clusters Score -6283974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -6283981.000000 Penalty: 5288.491699
	Iteration 31Q: 3 clusters Score -6283981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6283982.000000 Penalty: 5288.491699
	Iteration 32Q: 3 clusters Score -6283982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -6283999.500000 Penalty: 5288.491699
	Iteration 33Q: 3 clusters Score -6284000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -6284000.000000 Penalty: 5288.491699
	Iteration 34Q: 3 clusters Score -6284000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -6283999.500000 Penalty: 5288.491699
	Iteration 35Q: 3 clusters Score -6284000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -6284011.500000 Penalty: 5288.491699
	Iteration 36Q: 3 clusters Score -6284012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -6284013.000000 Penalty: 5288.491699
	Iteration 37Q: 3 clusters Score -6284013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6284014.000000 Penalty: 5288.491699
	Iteration 38Q: 3 clusters Score -6284014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -6284018.500000 Penalty: 5288.491699
	Iteration 39Q: 3 clusters Score -6284018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -6284015.000000 Penalty: 5288.491699
	Iteration 40F: 3 clusters Score -6284015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6284015.500000 Penalty: 5288.491699
	Iteration 41Q: 3 clusters Score -6284016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6284013.000000 Penalty: 5288.491699
	Iteration 42Q: 3 clusters Score -6284013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -6284012.000000 Penalty: 5288.491699
	Iteration 43Q: 3 clusters Score -6284012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -6284013.000000 Penalty: 5288.491699
	Iteration 44Q: 3 clusters Score -6284013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6284011.000000 Penalty: 5288.491699
	Iteration 45Q: 3 clusters Score -6284011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -6284011.500000 Penalty: 5288.491699
	Iteration 46Q: 3 clusters Score -6284012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -6284016.000000 Penalty: 5288.491699
	Iteration 47Q: 3 clusters Score -6284016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6284019.500000 Penalty: 5288.491699
	Iteration 48Q: 3 clusters Score -6284020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6284018.000000 Penalty: 5288.491699
	Iteration 49Q: 3 clusters Score -6284018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -6284019.500000 Penalty: 5288.491699
	Iteration 50Q: 3 clusters Score -6284020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -6284019.500000 Penalty: 5288.491699
	Iteration 51F: 3 clusters Score -6284020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Entering Unmasked Estep 
Score: -4202053.000000 Penalty: 2543.167480
	Iteration 0F: 2 clusters Score -4202053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4182579.750000 Penalty: 5086.334961
	Iteration 0F: 3 clusters Score -4182580 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4189341.750000 Penalty: 5086.334961
	Iteration 1F: 3 clusters Score -4189342 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4189802.750000 Penalty: 5086.334961
	Iteration 2Q: 3 clusters Score -4189803 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4190183.250000 Penalty: 5086.334961
	Iteration 3Q: 3 clusters Score -4190183 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4190488.500000 Penalty: 5086.334961
	Iteration 4Q: 3 clusters Score -4190488 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4190776.250000 Penalty: 5086.334961
	Iteration 5Q: 3 clusters Score -4190776 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4191024.750000 Penalty: 5086.334961
	Iteration 6Q: 3 clusters Score -4191025 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4191296.250000 Penalty: 5086.334961
	Iteration 7Q: 3 clusters Score -4191296 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4191595 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4191965 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4192396 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4192950.500000 Penalty: 5086.334961
	Iteration 11Q: 3 clusters Score -4192950 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4193615 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4194362.500000 Penalty: 5086.334961
	Iteration 13Q: 3 clusters Score -4194362 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4195182.500000 Penalty: 5086.334961
	Iteration 14Q: 3 clusters Score -4195182 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4195767.000000 Penalty: 5086.334961
	Iteration 15Q: 3 clusters Score -4195767 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4196150.500000 Penalty: 5086.334961
	Iteration 16Q: 3 clusters Score -4196150 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4196328.000000 Penalty: 5086.334961
	Iteration 17Q: 3 clusters Score -4196328 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4196492.500000 Penalty: 5086.334961
	Iteration 18Q: 3 clusters Score -4196492 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4196598 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4196673 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4196773 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4196856.000000 Penalty: 5086.334961
	Iteration 22Q: 3 clusters Score -4196856 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4196917.000000 Penalty: 5086.334961
	Iteration 23Q: 3 clusters Score -4196917 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4196972.000000 Penalty: 5086.334961
	Iteration 24Q: 3 clusters Score -4196972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4197049.500000 Penalty: 5086.334961
	Iteration 25Q: 3 clusters Score -4197050 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4197142.500000 Penalty: 5086.334961
	Iteration 26Q: 3 clusters Score -4197142 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4197199.000000 Penalty: 5086.334961
	Iteration 27Q: 3 clusters Score -4197199 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4197267.000000 Penalty: 5086.334961
	Iteration 28Q: 3 clusters Score -4197267 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4197356.000000 Penalty: 5086.334961
	Iteration 29Q: 3 clusters Score -4197356 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4197424.500000 Penalty: 5086.334961
	Iteration 30Q: 3 clusters Score -4197424 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -4197497.500000 Penalty: 5086.334961
	Iteration 31Q: 3 clusters Score -4197498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4197575.000000 Penalty: 5086.334961
	Iteration 32Q: 3 clusters Score -4197575 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4197673.000000 Penalty: 5086.334961
	Iteration 33Q: 3 clusters Score -4197673 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4197748.500000 Penalty: 5086.334961
	Iteration 34Q: 3 clusters Score -4197748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4197843.500000 Penalty: 5086.334961
	Iteration 35Q: 3 clusters Score -4197844 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4197907.500000 Penalty: 5086.334961
	Iteration 36Q: 3 clusters Score -4197908 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4197986 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4198048.500000 Penalty: 5086.334961
	Iteration 38Q: 3 clusters Score -4198048 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4198129.000000 Penalty: 5086.334961
	Iteration 39Q: 3 clusters Score -4198129 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4198191.500000 Penalty: 5086.334961
	Iteration 40F: 3 clusters Score -4198192 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4198252.500000 Penalty: 5086.334961
	Iteration 41Q: 3 clusters Score -4198252 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4198310.500000 Penalty: 5086.334961
	Iteration 42Q: 3 clusters Score -4198310 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4198383.500000 Penalty: 5086.334961
	Iteration 43Q: 3 clusters Score -4198384 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4198439.500000 Penalty: 5086.334961
	Iteration 44Q: 3 clusters Score -4198440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4198503.000000 Penalty: 5086.334961
	Iteration 45Q: 3 clusters Score -4198503 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4198566.000000 Penalty: 5086.334961
	Iteration 46Q: 3 clusters Score -4198566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4198634.500000 Penalty: 5086.334961
	Iteration 47Q: 3 clusters Score -4198634 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4198716.000000 Penalty: 5086.334961
	Iteration 48Q: 3 clusters Score -4198716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4198774.000000 Penalty: 5086.334961
	Iteration 49Q: 3 clusters Score -4198774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4198840.500000 Penalty: 5086.334961
	Iteration 50Q: 3 clusters Score -4198840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4198892.500000 Penalty: 5086.334961
	Iteration 51Q: 3 clusters Score -4198892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4198939.500000 Penalty: 5086.334961
	Iteration 52Q: 3 clusters Score -4198940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4199003.000000 Penalty: 5086.334961
	Iteration 53Q: 3 clusters Score -4199003 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4199061.500000 Penalty: 5086.334961
	Iteration 54Q: 3 clusters Score -4199062 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4199096.000000 Penalty: 5086.334961
	Iteration 55Q: 3 clusters Score -4199096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4199150.500000 Penalty: 5086.334961
	Iteration 56Q: 3 clusters Score -4199150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4199207.500000 Penalty: 5086.334961
	Iteration 57Q: 3 clusters Score -4199208 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4199256.500000 Penalty: 5086.334961
	Iteration 58Q: 3 clusters Score -4199256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4199296.000000 Penalty: 5086.334961
	Iteration 59Q: 3 clusters Score -4199296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4199336.000000 Penalty: 5086.334961
	Iteration 60F: 3 clusters Score -4199336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4199379.500000 Penalty: 5086.334961
	Iteration 61Q: 3 clusters Score -4199380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4199404.000000 Penalty: 5086.334961
	Iteration 62Q: 3 clusters Score -4199404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4199433.500000 Penalty: 5086.334961
	Iteration 63Q: 3 clusters Score -4199434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4199450.500000 Penalty: 5086.334961
	Iteration 64Q: 3 clusters Score -4199450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4199469.500000 Penalty: 5086.334961
	Iteration 65Q: 3 clusters Score -4199470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4199511.000000 Penalty: 5086.334961
	Iteration 66Q: 3 clusters Score -4199511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4199532.000000 Penalty: 5086.334961
	Iteration 67Q: 3 clusters Score -4199532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -4199557.000000 Penalty: 5086.334961
	Iteration 68Q: 3 clusters Score -4199557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4199581.000000 Penalty: 5086.334961
	Iteration 69Q: 3 clusters Score -4199581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4199587.500000 Penalty: 5086.334961
	Iteration 70Q: 3 clusters Score -4199588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -4199604.000000 Penalty: 5086.334961
	Iteration 71Q: 3 clusters Score -4199604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4199610.500000 Penalty: 5086.334961
	Iteration 72Q: 3 clusters Score -4199610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4199627.000000 Penalty: 5086.334961
	Iteration 73Q: 3 clusters Score -4199627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4199635.500000 Penalty: 5086.334961
	Iteration 74Q: 3 clusters Score -4199636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4199647.500000 Penalty: 5086.334961
	Iteration 75Q: 3 clusters Score -4199648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4199657.500000 Penalty: 5086.334961
	Iteration 76Q: 3 clusters Score -4199658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4199676.000000 Penalty: 5086.334961
	Iteration 77Q: 3 clusters Score -4199676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4199692.000000 Penalty: 5086.334961
	Iteration 78Q: 3 clusters Score -4199692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4199690.500000 Penalty: 5086.334961
	Iteration 79Q: 3 clusters Score -4199690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4199690.500000 Penalty: 5086.334961
	Iteration 80F: 3 clusters Score -4199690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4199703.000000 Penalty: 5086.334961
	Iteration 81Q: 3 clusters Score -4199703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -4199713.000000 Penalty: 5086.334961
	Iteration 82Q: 3 clusters Score -4199713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4199717.000000 Penalty: 5086.334961
	Iteration 83Q: 3 clusters Score -4199717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4199719.500000 Penalty: 5086.334961
	Iteration 84Q: 3 clusters Score -4199720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4199730.000000 Penalty: 5086.334961
	Iteration 85Q: 3 clusters Score -4199730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4199725.000000 Penalty: 5086.334961
	Iteration 86Q: 3 clusters Score -4199725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4199732.500000 Penalty: 5086.334961
	Iteration 87Q: 3 clusters Score -4199732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4199736.000000 Penalty: 5086.334961
	Iteration 88Q: 3 clusters Score -4199736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4199738.500000 Penalty: 5086.334961
	Iteration 89Q: 3 clusters Score -4199738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4199738.500000 Penalty: 5086.334961
	Iteration 90F: 3 clusters Score -4199738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -128241.921875 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -128241.9 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 485 members 
Entering Unmasked Estep 
Score: -126394.695312 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -126394.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126792.726562 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -126792.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127015.179688 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -127015.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127237.140625 Penalty: 3410.627197
	Iteration 3F: 3 clusters Score -127237.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127564.140625 Penalty: 3410.627197
	Iteration 4F: 3 clusters Score -127564.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127696.929688 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -127696.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127802.156250 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -127802.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127933.421875 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -127933.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128203.226562 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -128203.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128738.359375 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -128738.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128908.148438 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -128908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -128944.585938 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -128944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -128980.578125 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -128980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129015.250000 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -129015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129080.117188 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -129080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129170.257812 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -129170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129218.164062 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -129218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129222.914062 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -129222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129222.914062 Penalty: 3410.627197
	Iteration 18F: 3 clusters Score -129222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 690 members 
Entering Unmasked Estep 
Score: -128929264.000000 Penalty: 98646.656250
Splitting cluster 14 changes total score from -128930064.000000 to -128929264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (18980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Entering Unmasked Estep 
Score: -2577003.500000 Penalty: 2443.083008
	Iteration 0F: 2 clusters Score -2577004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2563598.250000 Penalty: 4886.166016
	Iteration 0F: 3 clusters Score -2563598 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2568293.750000 Penalty: 4886.166016
	Iteration 1F: 3 clusters Score -2568294 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2568797.250000 Penalty: 4886.166016
	Iteration 2F: 3 clusters Score -2568797 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2569244.250000 Penalty: 4886.166016
	Iteration 3F: 3 clusters Score -2569244 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2569644.500000 Penalty: 4886.166016
	Iteration 4Q: 3 clusters Score -2569644 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2570005.000000 Penalty: 4886.166016
	Iteration 5Q: 3 clusters Score -2570005 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2570373.750000 Penalty: 4886.166016
	Iteration 6Q: 3 clusters Score -2570374 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2570792.000000 Penalty: 4886.166016
	Iteration 7Q: 3 clusters Score -2570792 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2571327.750000 Penalty: 4886.166016
	Iteration 8Q: 3 clusters Score -2571328 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2571919.250000 Penalty: 4886.166016
	Iteration 9Q: 3 clusters Score -2571919 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2572556.750000 Penalty: 4886.166016
	Iteration 10Q: 3 clusters Score -2572557 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2573194.000000 Penalty: 4886.166016
	Iteration 11Q: 3 clusters Score -2573194 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2573797.000000 Penalty: 4886.166016
	Iteration 12Q: 3 clusters Score -2573797 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2574308.750000 Penalty: 4886.166016
	Iteration 13Q: 3 clusters Score -2574309 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2574712.500000 Penalty: 4886.166016
	Iteration 14Q: 3 clusters Score -2574712 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2575046.750000 Penalty: 4886.166016
	Iteration 15Q: 3 clusters Score -2575047 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2575283.750000 Penalty: 4886.166016
	Iteration 16Q: 3 clusters Score -2575284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2575475.250000 Penalty: 4886.166016
	Iteration 17Q: 3 clusters Score -2575475 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2575649.750000 Penalty: 4886.166016
	Iteration 18Q: 3 clusters Score -2575650 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2575815.500000 Penalty: 4886.166016
	Iteration 19Q: 3 clusters Score -2575816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2575977.250000 Penalty: 4886.166016
	Iteration 20F: 3 clusters Score -2575977 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2576119.250000 Penalty: 4886.166016
	Iteration 21Q: 3 clusters Score -2576119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2576235.000000 Penalty: 4886.166016
	Iteration 22Q: 3 clusters Score -2576235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2576330.250000 Penalty: 4886.166016
	Iteration 23Q: 3 clusters Score -2576330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2576401.750000 Penalty: 4886.166016
	Iteration 24Q: 3 clusters Score -2576402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2576456.000000 Penalty: 4886.166016
	Iteration 25Q: 3 clusters Score -2576456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2576498.750000 Penalty: 4886.166016
	Iteration 26Q: 3 clusters Score -2576499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2576526.750000 Penalty: 4886.166016
	Iteration 27Q: 3 clusters Score -2576527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2576543.750000 Penalty: 4886.166016
	Iteration 28Q: 3 clusters Score -2576544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2576570.000000 Penalty: 4886.166016
	Iteration 29Q: 3 clusters Score -2576570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2576592.500000 Penalty: 4886.166016
	Iteration 30Q: 3 clusters Score -2576592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2576611.250000 Penalty: 4886.166016
	Iteration 31Q: 3 clusters Score -2576611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2576618.750000 Penalty: 4886.166016
	Iteration 32Q: 3 clusters Score -2576619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2576629.500000 Penalty: 4886.166016
	Iteration 33Q: 3 clusters Score -2576630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2576634.750000 Penalty: 4886.166016
	Iteration 34Q: 3 clusters Score -2576635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2576640.750000 Penalty: 4886.166016
	Iteration 35Q: 3 clusters Score -2576641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2576645.500000 Penalty: 4886.166016
	Iteration 36Q: 3 clusters Score -2576646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2576645.250000 Penalty: 4886.166016
	Iteration 37Q: 3 clusters Score -2576645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2576645.250000 Penalty: 4886.166016
	Iteration 38Q: 3 clusters Score -2576645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2576653.250000 Penalty: 4886.166016
	Iteration 39Q: 3 clusters Score -2576653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2576664.250000 Penalty: 4886.166016
	Iteration 40F: 3 clusters Score -2576664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2576669.250000 Penalty: 4886.166016
	Iteration 41Q: 3 clusters Score -2576669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2576673.500000 Penalty: 4886.166016
	Iteration 42Q: 3 clusters Score -2576674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2576669.250000 Penalty: 4886.166016
	Iteration 43Q: 3 clusters Score -2576669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2576671.000000 Penalty: 4886.166016
	Iteration 44Q: 3 clusters Score -2576671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2576670.500000 Penalty: 4886.166016
	Iteration 45Q: 3 clusters Score -2576670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2576674.000000 Penalty: 4886.166016
	Iteration 46Q: 3 clusters Score -2576674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2576674.750000 Penalty: 4886.166016
	Iteration 47Q: 3 clusters Score -2576675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2576677.000000 Penalty: 4886.166016
	Iteration 48Q: 3 clusters Score -2576677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2576677.250000 Penalty: 4886.166016
	Iteration 49Q: 3 clusters Score -2576677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2576675.750000 Penalty: 4886.166016
	Iteration 50Q: 3 clusters Score -2576676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2576677.250000 Penalty: 4886.166016
	Iteration 51Q: 3 clusters Score -2576677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2576676.000000 Penalty: 4886.166016
	Iteration 52Q: 3 clusters Score -2576676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2576678.500000 Penalty: 4886.166016
	Iteration 53Q: 3 clusters Score -2576678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2576677.500000 Penalty: 4886.166016
	Iteration 54Q: 3 clusters Score -2576678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2576678.750000 Penalty: 4886.166016
	Iteration 55Q: 3 clusters Score -2576679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2576683.500000 Penalty: 4886.166016
	Iteration 56Q: 3 clusters Score -2576684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2576684.750000 Penalty: 4886.166016
	Iteration 57Q: 3 clusters Score -2576685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2576687.000000 Penalty: 4886.166016
	Iteration 58Q: 3 clusters Score -2576687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2576689.750000 Penalty: 4886.166016
	Iteration 59Q: 3 clusters Score -2576690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2576689.750000 Penalty: 4886.166016
	Iteration 60F: 3 clusters Score -2576690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208690 members 
Entering Unmasked Estep 
Score: -30537510.000000 Penalty: 3037.654053
	Iteration 0F: 2 clusters Score -3.053751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -30411538.000000 Penalty: 6075.308105
	Iteration 0F: 3 clusters Score -3.041154e+07 nChanged 100790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -30470678.000000 Penalty: 6075.308105
	Iteration 1F: 3 clusters Score -3.047068e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -30471510.000000 Penalty: 6075.308105
	Iteration 2Q: 3 clusters Score -3.047151e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -30472872.000000 Penalty: 6075.308105
	Iteration 3Q: 3 clusters Score -3.047287e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -30475302.000000 Penalty: 6075.308105
	Iteration 4Q: 3 clusters Score -3.04753e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -30478712.000000 Penalty: 6075.308105
	Iteration 5Q: 3 clusters Score -3.047871e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -30484466.000000 Penalty: 6075.308105
	Iteration 6F: 3 clusters Score -3.048447e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -30493164.000000 Penalty: 6075.308105
	Iteration 7F: 3 clusters Score -3.049316e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -30503032.000000 Penalty: 6075.308105
	Iteration 8F: 3 clusters Score -3.050303e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -30511888.000000 Penalty: 6075.308105
	Iteration 9F: 3 clusters Score -3.051189e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162168 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -30517262.000000 Penalty: 6075.308105
	Iteration 10Q: 3 clusters Score -3.051726e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -30519604.000000 Penalty: 6075.308105
	Iteration 11Q: 3 clusters Score -3.05196e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -30520618.000000 Penalty: 6075.308105
	Iteration 12Q: 3 clusters Score -3.052062e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -30521442.000000 Penalty: 6075.308105
	Iteration 13Q: 3 clusters Score -3.052144e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169143 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -30522096.000000 Penalty: 6075.308105
	Iteration 14Q: 3 clusters Score -3.05221e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170655 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -30522768.000000 Penalty: 6075.308105
	Iteration 15Q: 3 clusters Score -3.052277e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172103 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -30523442.000000 Penalty: 6075.308105
	Iteration 16Q: 3 clusters Score -3.052344e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -30524228.000000 Penalty: 6075.308105
	Iteration 17Q: 3 clusters Score -3.052423e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -30525274.000000 Penalty: 6075.308105
	Iteration 18Q: 3 clusters Score -3.052527e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -30526524.000000 Penalty: 6075.308105
	Iteration 19Q: 3 clusters Score -3.052652e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178698 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -30527666.000000 Penalty: 6075.308105
	Iteration 20F: 3 clusters Score -3.052767e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -30528876.000000 Penalty: 6075.308105
	Iteration 21Q: 3 clusters Score -3.052888e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -30529968.000000 Penalty: 6075.308105
	Iteration 22Q: 3 clusters Score -3.052997e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184449 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -30530910.000000 Penalty: 6075.308105
	Iteration 23Q: 3 clusters Score -3.053091e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186428 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -30531804.000000 Penalty: 6075.308105
	Iteration 24Q: 3 clusters Score -3.05318e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -30532682.000000 Penalty: 6075.308105
	Iteration 25Q: 3 clusters Score -3.053268e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190340 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -30534146.000000 Penalty: 6075.308105
	Iteration 26Q: 3 clusters Score -3.053415e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192387 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -30535524.000000 Penalty: 6075.308105
	Iteration 27Q: 3 clusters Score -3.053552e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194339 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -30536488.000000 Penalty: 6075.308105
	Iteration 28Q: 3 clusters Score -3.053649e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196245 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -30537520.000000 Penalty: 6075.308105
	Iteration 29Q: 3 clusters Score -3.053752e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198044 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -30538124.000000 Penalty: 6075.308105
	Iteration 30Q: 3 clusters Score -3.053812e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199676 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -30538524.000000 Penalty: 6075.308105
	Iteration 31Q: 3 clusters Score -3.053852e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201065 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -30538700.000000 Penalty: 6075.308105
	Iteration 32Q: 3 clusters Score -3.05387e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202195 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -30538716.000000 Penalty: 6075.308105
	Iteration 33Q: 3 clusters Score -3.053872e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203075 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -30538634.000000 Penalty: 6075.308105
	Iteration 34Q: 3 clusters Score -3.053863e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203804 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -30538484.000000 Penalty: 6075.308105
	Iteration 35Q: 3 clusters Score -3.053848e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204377 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -30538286.000000 Penalty: 6075.308105
	Iteration 36Q: 3 clusters Score -3.053829e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204829 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -30538118.000000 Penalty: 6075.308105
	Iteration 37Q: 3 clusters Score -3.053812e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205182 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -30537930.000000 Penalty: 6075.308105
	Iteration 38Q: 3 clusters Score -3.053793e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205446 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -30537818.000000 Penalty: 6075.308105
	Iteration 39Q: 3 clusters Score -3.053782e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -30537740.000000 Penalty: 6075.308105
	Iteration 40F: 3 clusters Score -3.053774e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205817 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -30537650.000000 Penalty: 6075.308105
	Iteration 41Q: 3 clusters Score -3.053765e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205955 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -30537644.000000 Penalty: 6075.308105
	Iteration 42Q: 3 clusters Score -3.053764e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206061 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -30537584.000000 Penalty: 6075.308105
	Iteration 43Q: 3 clusters Score -3.053758e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206134 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -30537552.000000 Penalty: 6075.308105
	Iteration 44Q: 3 clusters Score -3.053755e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -30537538.000000 Penalty: 6075.308105
	Iteration 45Q: 3 clusters Score -3.053754e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206263 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -30537492.000000 Penalty: 6075.308105
	Iteration 46Q: 3 clusters Score -3.053749e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206302 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -30537470.000000 Penalty: 6075.308105
	Iteration 47Q: 3 clusters Score -3.053747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206329 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -30537486.000000 Penalty: 6075.308105
	Iteration 48Q: 3 clusters Score -3.053749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206358 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -30537466.000000 Penalty: 6075.308105
	Iteration 49Q: 3 clusters Score -3.053747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206374 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -30537462.000000 Penalty: 6075.308105
	Iteration 50Q: 3 clusters Score -3.053746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206393 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -30537440.000000 Penalty: 6075.308105
	Iteration 51Q: 3 clusters Score -3.053744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206405 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -30537444.000000 Penalty: 6075.308105
	Iteration 52Q: 3 clusters Score -3.053744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206412 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -30537448.000000 Penalty: 6075.308105
	Iteration 53Q: 3 clusters Score -3.053745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206418 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -30537444.000000 Penalty: 6075.308105
	Iteration 54Q: 3 clusters Score -3.053744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206424 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -30537424.000000 Penalty: 6075.308105
	Iteration 55Q: 3 clusters Score -3.053742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206438 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -30537416.000000 Penalty: 6075.308105
	Iteration 56Q: 3 clusters Score -3.053742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206448 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -30537422.000000 Penalty: 6075.308105
	Iteration 57Q: 3 clusters Score -3.053742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206453 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -30537408.000000 Penalty: 6075.308105
	Iteration 58Q: 3 clusters Score -3.053741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206458 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -30537396.000000 Penalty: 6075.308105
	Iteration 59Q: 3 clusters Score -3.05374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206461 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -30537390.000000 Penalty: 6075.308105
	Iteration 60F: 3 clusters Score -3.053739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -30537386.000000 Penalty: 6075.308105
	Iteration 61Q: 3 clusters Score -3.053739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -30537386.000000 Penalty: 6075.308105
	Iteration 62F: 3 clusters Score -3.053739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -744874.250000 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -744874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -740157.250000 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -740157.2 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -741237.812500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -741237.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -741437.375000 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -741437.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -741564.000000 Penalty: 4248.254883
	Iteration 3F: 3 clusters Score -741564 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -741638.187500 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -741638.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -741701.375000 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -741701.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -741777.625000 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -741777.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -741836.750000 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -741836.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -741896.750000 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -741896.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -741948.687500 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -741948.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -741984.250000 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -741984.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -742015.812500 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -742015.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -742048.750000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -742048.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -742084.125000 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -742084.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -742111.000000 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -742111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -742136.812500 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -742136.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -742160.625000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -742160.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -742184.500000 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -742184.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -742205.437500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -742205.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -742225.312500 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -742225.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -742240.625000 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -742240.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -742250.500000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -742250.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -742262.187500 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -742262.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -742277.625000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -742277.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -742292.312500 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -742292.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -742312.937500 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -742312.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -742338.875000 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -742338.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -742358.687500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -742358.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -742374.375000 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -742374.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -742391.062500 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -742391.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -742413.875000 Penalty: 4248.254883
	Iteration 30Q: 3 clusters Score -742413.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -742438.875000 Penalty: 4248.254883
	Iteration 31Q: 3 clusters Score -742438.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -742460.562500 Penalty: 4248.254883
	Iteration 32Q: 3 clusters Score -742460.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -742477.500000 Penalty: 4248.254883
	Iteration 33Q: 3 clusters Score -742477.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -742490.312500 Penalty: 4248.254883
	Iteration 34Q: 3 clusters Score -742490.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -742508.000000 Penalty: 4248.254883
	Iteration 35Q: 3 clusters Score -742508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -742520.312500 Penalty: 4248.254883
	Iteration 36Q: 3 clusters Score -742520.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -742532.062500 Penalty: 4248.254883
	Iteration 37Q: 3 clusters Score -742532.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -742543.062500 Penalty: 4248.254883
	Iteration 38Q: 3 clusters Score -742543.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -742560.625000 Penalty: 4248.254883
	Iteration 39Q: 3 clusters Score -742560.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -742576.375000 Penalty: 4248.254883
	Iteration 40F: 3 clusters Score -742576.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -742599.500000 Penalty: 4248.254883
	Iteration 41Q: 3 clusters Score -742599.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -742620.375000 Penalty: 4248.254883
	Iteration 42Q: 3 clusters Score -742620.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -742637.937500 Penalty: 4248.254883
	Iteration 43Q: 3 clusters Score -742637.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -742660.562500 Penalty: 4248.254883
	Iteration 44Q: 3 clusters Score -742660.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -742691.437500 Penalty: 4248.254883
	Iteration 45Q: 3 clusters Score -742691.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -742715.687500 Penalty: 4248.254883
	Iteration 46Q: 3 clusters Score -742715.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -742741.500000 Penalty: 4248.254883
	Iteration 47Q: 3 clusters Score -742741.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -742764.250000 Penalty: 4248.254883
	Iteration 48Q: 3 clusters Score -742764.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -742784.375000 Penalty: 4248.254883
	Iteration 49Q: 3 clusters Score -742784.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -742798.062500 Penalty: 4248.254883
	Iteration 50Q: 3 clusters Score -742798.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -742812.750000 Penalty: 4248.254883
	Iteration 51Q: 3 clusters Score -742812.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -742826.000000 Penalty: 4248.254883
	Iteration 52Q: 3 clusters Score -742826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -742842.687500 Penalty: 4248.254883
	Iteration 53Q: 3 clusters Score -742842.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -742863.062500 Penalty: 4248.254883
	Iteration 54Q: 3 clusters Score -742863.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -742882.687500 Penalty: 4248.254883
	Iteration 55Q: 3 clusters Score -742882.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -742898.625000 Penalty: 4248.254883
	Iteration 56Q: 3 clusters Score -742898.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -742916.312500 Penalty: 4248.254883
	Iteration 57Q: 3 clusters Score -742916.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -742941.062500 Penalty: 4248.254883
	Iteration 58Q: 3 clusters Score -742941.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -742954.625000 Penalty: 4248.254883
	Iteration 59Q: 3 clusters Score -742954.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -742965.375000 Penalty: 4248.254883
	Iteration 60F: 3 clusters Score -742965.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -742971.687500 Penalty: 4248.254883
	Iteration 61Q: 3 clusters Score -742971.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -742979.375000 Penalty: 4248.254883
	Iteration 62Q: 3 clusters Score -742979.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -742982.312500 Penalty: 4248.254883
	Iteration 63Q: 3 clusters Score -742982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -742985.812500 Penalty: 4248.254883
	Iteration 64Q: 3 clusters Score -742985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -742992.000000 Penalty: 4248.254883
	Iteration 65Q: 3 clusters Score -742992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -742997.500000 Penalty: 4248.254883
	Iteration 66Q: 3 clusters Score -742997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -743003.937500 Penalty: 4248.254883
	Iteration 67Q: 3 clusters Score -743003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -743006.500000 Penalty: 4248.254883
	Iteration 68Q: 3 clusters Score -743006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -743009.750000 Penalty: 4248.254883
	Iteration 69Q: 3 clusters Score -743009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -743011.000000 Penalty: 4248.254883
	Iteration 70Q: 3 clusters Score -743011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -743009.312500 Penalty: 4248.254883
	Iteration 71Q: 3 clusters Score -743009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -743010.875000 Penalty: 4248.254883
	Iteration 72Q: 3 clusters Score -743010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -743011.375000 Penalty: 4248.254883
	Iteration 73Q: 3 clusters Score -743011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -743011.000000 Penalty: 4248.254883
	Iteration 74Q: 3 clusters Score -743011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -743011.000000 Penalty: 4248.254883
	Iteration 75F: 3 clusters Score -743011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (125631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Entering Unmasked Estep 
Score: -18426228.000000 Penalty: 2911.793945
	Iteration 0F: 2 clusters Score -1.842623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -18344564.000000 Penalty: 5823.587891
	Iteration 0F: 3 clusters Score -1.834456e+07 nChanged 59923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -18379012.000000 Penalty: 5823.587891
	Iteration 1F: 3 clusters Score -1.837901e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -18380304.000000 Penalty: 5823.587891
	Iteration 2Q: 3 clusters Score -1.83803e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -18382254.000000 Penalty: 5823.587891
	Iteration 3Q: 3 clusters Score -1.838225e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -18385518.000000 Penalty: 5823.587891
	Iteration 4F: 3 clusters Score -1.838552e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -18391086.000000 Penalty: 5823.587891
	Iteration 5F: 3 clusters Score -1.839109e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -18399376.000000 Penalty: 5823.587891
	Iteration 6F: 3 clusters Score -1.839938e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -18408988.000000 Penalty: 5823.587891
	Iteration 7F: 3 clusters Score -1.840899e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -18417162.000000 Penalty: 5823.587891
	Iteration 8F: 3 clusters Score -1.841716e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112250 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -18421606.000000 Penalty: 5823.587891
	Iteration 9Q: 3 clusters Score -1.842161e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -18423624.000000 Penalty: 5823.587891
	Iteration 10Q: 3 clusters Score -1.842362e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -18424278.000000 Penalty: 5823.587891
	Iteration 11Q: 3 clusters Score -1.842428e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -18424584.000000 Penalty: 5823.587891
	Iteration 12Q: 3 clusters Score -1.842458e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -18424750.000000 Penalty: 5823.587891
	Iteration 13Q: 3 clusters Score -1.842475e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -18424788.000000 Penalty: 5823.587891
	Iteration 14Q: 3 clusters Score -1.842479e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -18424890.000000 Penalty: 5823.587891
	Iteration 15Q: 3 clusters Score -1.842489e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -18424990.000000 Penalty: 5823.587891
	Iteration 16Q: 3 clusters Score -1.842499e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -18424982.000000 Penalty: 5823.587891
	Iteration 17Q: 3 clusters Score -1.842498e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -18425030.000000 Penalty: 5823.587891
	Iteration 18Q: 3 clusters Score -1.842503e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -18425056.000000 Penalty: 5823.587891
	Iteration 19Q: 3 clusters Score -1.842506e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -18425074.000000 Penalty: 5823.587891
	Iteration 20F: 3 clusters Score -1.842507e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -18425060.000000 Penalty: 5823.587891
	Iteration 21Q: 3 clusters Score -1.842506e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -18425032.000000 Penalty: 5823.587891
	Iteration 22Q: 3 clusters Score -1.842503e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18425044.000000 Penalty: 5823.587891
	Iteration 23Q: 3 clusters Score -1.842504e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121276 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -18425010.000000 Penalty: 5823.587891
	Iteration 24Q: 3 clusters Score -1.842501e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -18425006.000000 Penalty: 5823.587891
	Iteration 25Q: 3 clusters Score -1.842501e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -18424978.000000 Penalty: 5823.587891
	Iteration 26Q: 3 clusters Score -1.842498e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121571 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -18424970.000000 Penalty: 5823.587891
	Iteration 27Q: 3 clusters Score -1.842497e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -18424974.000000 Penalty: 5823.587891
	Iteration 28Q: 3 clusters Score -1.842497e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -18424994.000000 Penalty: 5823.587891
	Iteration 29Q: 3 clusters Score -1.842499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121808 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -18424988.000000 Penalty: 5823.587891
	Iteration 30Q: 3 clusters Score -1.842499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -18424966.000000 Penalty: 5823.587891
	Iteration 31Q: 3 clusters Score -1.842497e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121948 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -18424956.000000 Penalty: 5823.587891
	Iteration 32Q: 3 clusters Score -1.842496e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -18424994.000000 Penalty: 5823.587891
	Iteration 33Q: 3 clusters Score -1.842499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122068 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -18425006.000000 Penalty: 5823.587891
	Iteration 34Q: 3 clusters Score -1.842501e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -18425000.000000 Penalty: 5823.587891
	Iteration 35Q: 3 clusters Score -1.8425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -18424988.000000 Penalty: 5823.587891
	Iteration 36Q: 3 clusters Score -1.842499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18424996.000000 Penalty: 5823.587891
	Iteration 37Q: 3 clusters Score -1.8425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -18424960.000000 Penalty: 5823.587891
	Iteration 38Q: 3 clusters Score -1.842496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122265 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -18424966.000000 Penalty: 5823.587891
	Iteration 39Q: 3 clusters Score -1.842497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122296 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -18424964.000000 Penalty: 5823.587891
	Iteration 40F: 3 clusters Score -1.842496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122322 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -18424970.000000 Penalty: 5823.587891
	Iteration 41Q: 3 clusters Score -1.842497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -18424964.000000 Penalty: 5823.587891
	Iteration 42Q: 3 clusters Score -1.842496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18424956.000000 Penalty: 5823.587891
	Iteration 43Q: 3 clusters Score -1.842496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18424950.000000 Penalty: 5823.587891
	Iteration 44Q: 3 clusters Score -1.842495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 45Q: 3 clusters Score -1.842495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122467 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -18424962.000000 Penalty: 5823.587891
	Iteration 46Q: 3 clusters Score -1.842496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122492 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -18424962.000000 Penalty: 5823.587891
	Iteration 47Q: 3 clusters Score -1.842496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 48Q: 3 clusters Score -1.842495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -18424958.000000 Penalty: 5823.587891
	Iteration 49Q: 3 clusters Score -1.842496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -18424964.000000 Penalty: 5823.587891
	Iteration 50Q: 3 clusters Score -1.842496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -18424958.000000 Penalty: 5823.587891
	Iteration 51Q: 3 clusters Score -1.842496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -18424954.000000 Penalty: 5823.587891
	Iteration 52Q: 3 clusters Score -1.842495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 53Q: 3 clusters Score -1.842495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18424952.000000 Penalty: 5823.587891
	Iteration 54Q: 3 clusters Score -1.842495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 55Q: 3 clusters Score -1.842495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122597 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18424930.000000 Penalty: 5823.587891
	Iteration 56Q: 3 clusters Score -1.842493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -18424932.000000 Penalty: 5823.587891
	Iteration 57Q: 3 clusters Score -1.842493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -18424930.000000 Penalty: 5823.587891
	Iteration 58Q: 3 clusters Score -1.842493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122610 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -18424930.000000 Penalty: 5823.587891
	Iteration 59Q: 3 clusters Score -1.842493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -18424944.000000 Penalty: 5823.587891
	Iteration 60F: 3 clusters Score -1.842494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 61Q: 3 clusters Score -1.842495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -18424944.000000 Penalty: 5823.587891
	Iteration 62Q: 3 clusters Score -1.842494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122625 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -18424952.000000 Penalty: 5823.587891
	Iteration 63Q: 3 clusters Score -1.842495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122627 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -18424952.000000 Penalty: 5823.587891
	Iteration 64Q: 3 clusters Score -1.842495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122627 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -18424948.000000 Penalty: 5823.587891
	Iteration 65Q: 3 clusters Score -1.842495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18424946.000000 Penalty: 5823.587891
	Iteration 66Q: 3 clusters Score -1.842495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122627 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -18424942.000000 Penalty: 5823.587891
	Iteration 67Q: 3 clusters Score -1.842494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18424944.000000 Penalty: 5823.587891
	Iteration 68Q: 3 clusters Score -1.842494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122630 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -18424940.000000 Penalty: 5823.587891
	Iteration 69Q: 3 clusters Score -1.842494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122631 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -18424940.000000 Penalty: 5823.587891
	Iteration 70Q: 3 clusters Score -1.842494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122632 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18424936.000000 Penalty: 5823.587891
	Iteration 71Q: 3 clusters Score -1.842494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122632 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18424936.000000 Penalty: 5823.587891
	Iteration 72F: 3 clusters Score -1.842494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Entering Unmasked Estep 
Score: -15003300.000000 Penalty: 2859.831787
	Iteration 0F: 2 clusters Score -1.50033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -14935981.000000 Penalty: 5719.663574
	Iteration 0F: 3 clusters Score -1.493598e+07 nChanged 48374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -14963175.000000 Penalty: 5719.663574
	Iteration 1F: 3 clusters Score -1.496318e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -14964030.000000 Penalty: 5719.663574
	Iteration 2Q: 3 clusters Score -1.496403e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -14964851.000000 Penalty: 5719.663574
	Iteration 3Q: 3 clusters Score -1.496485e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -14965840.000000 Penalty: 5719.663574
	Iteration 4Q: 3 clusters Score -1.496584e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -14967189.000000 Penalty: 5719.663574
	Iteration 5Q: 3 clusters Score -1.496719e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -14969578.000000 Penalty: 5719.663574
	Iteration 6Q: 3 clusters Score -1.496958e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -14973456.000000 Penalty: 5719.663574
	Iteration 7F: 3 clusters Score -1.497346e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -14979342.000000 Penalty: 5719.663574
	Iteration 8F: 3 clusters Score -1.497934e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -14986889.000000 Penalty: 5719.663574
	Iteration 9F: 3 clusters Score -1.498689e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -14993815.000000 Penalty: 5719.663574
	Iteration 10F: 3 clusters Score -1.499382e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -14997844.000000 Penalty: 5719.663574
	Iteration 11Q: 3 clusters Score -1.499784e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -14999598.000000 Penalty: 5719.663574
	Iteration 12Q: 3 clusters Score -1.49996e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15000388.000000 Penalty: 5719.663574
	Iteration 13Q: 3 clusters Score -1.500039e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15000709.000000 Penalty: 5719.663574
	Iteration 14Q: 3 clusters Score -1.500071e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15000803.000000 Penalty: 5719.663574
	Iteration 15Q: 3 clusters Score -1.50008e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15000872.000000 Penalty: 5719.663574
	Iteration 16Q: 3 clusters Score -1.500087e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15000898.000000 Penalty: 5719.663574
	Iteration 17Q: 3 clusters Score -1.50009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15000952.000000 Penalty: 5719.663574
	Iteration 18Q: 3 clusters Score -1.500095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15000974.000000 Penalty: 5719.663574
	Iteration 19Q: 3 clusters Score -1.500097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15000993.000000 Penalty: 5719.663574
	Iteration 20F: 3 clusters Score -1.500099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15001011.000000 Penalty: 5719.663574
	Iteration 21Q: 3 clusters Score -1.500101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15001030.000000 Penalty: 5719.663574
	Iteration 22Q: 3 clusters Score -1.500103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15001033.000000 Penalty: 5719.663574
	Iteration 23Q: 3 clusters Score -1.500103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15001036.000000 Penalty: 5719.663574
	Iteration 24Q: 3 clusters Score -1.500104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15001046.000000 Penalty: 5719.663574
	Iteration 25Q: 3 clusters Score -1.500105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15001050.000000 Penalty: 5719.663574
	Iteration 26Q: 3 clusters Score -1.500105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15001062.000000 Penalty: 5719.663574
	Iteration 27Q: 3 clusters Score -1.500106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15001049.000000 Penalty: 5719.663574
	Iteration 28Q: 3 clusters Score -1.500105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15001056.000000 Penalty: 5719.663574
	Iteration 29Q: 3 clusters Score -1.500106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15001052.000000 Penalty: 5719.663574
	Iteration 30Q: 3 clusters Score -1.500105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15001059.000000 Penalty: 5719.663574
	Iteration 31Q: 3 clusters Score -1.500106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15001060.000000 Penalty: 5719.663574
	Iteration 32Q: 3 clusters Score -1.500106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15001060.000000 Penalty: 5719.663574
	Iteration 33F: 3 clusters Score -1.500106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Entering Unmasked Estep 
Score: -6923742.000000 Penalty: 2670.646973
	Iteration 0F: 2 clusters Score -6923742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6891723.000000 Penalty: 5341.293945
	Iteration 0F: 3 clusters Score -6891723 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6903811.500000 Penalty: 5341.293945
	Iteration 1F: 3 clusters Score -6903812 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6904445.500000 Penalty: 5341.293945
	Iteration 2Q: 3 clusters Score -6904446 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6905043.500000 Penalty: 5341.293945
	Iteration 3Q: 3 clusters Score -6905044 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6905746.000000 Penalty: 5341.293945
	Iteration 4Q: 3 clusters Score -6905746 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6906607.000000 Penalty: 5341.293945
	Iteration 5Q: 3 clusters Score -6906607 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -6907726.500000 Penalty: 5341.293945
	Iteration 6Q: 3 clusters Score -6907726 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6909311.000000 Penalty: 5341.293945
	Iteration 7F: 3 clusters Score -6909311 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -6911643.500000 Penalty: 5341.293945
	Iteration 8F: 3 clusters Score -6911644 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6914382.500000 Penalty: 5341.293945
	Iteration 9F: 3 clusters Score -6914382 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -6917168.500000 Penalty: 5341.293945
	Iteration 10F: 3 clusters Score -6917168 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6919652.000000 Penalty: 5341.293945
	Iteration 11F: 3 clusters Score -6919652 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -6921652.500000 Penalty: 5341.293945
	Iteration 12Q: 3 clusters Score -6921652 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6922768.000000 Penalty: 5341.293945
	Iteration 13Q: 3 clusters Score -6922768 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -6923221.500000 Penalty: 5341.293945
	Iteration 14Q: 3 clusters Score -6923222 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -6923439.000000 Penalty: 5341.293945
	Iteration 15Q: 3 clusters Score -6923439 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -6923541.000000 Penalty: 5341.293945
	Iteration 16Q: 3 clusters Score -6923541 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6923595.500000 Penalty: 5341.293945
	Iteration 17Q: 3 clusters Score -6923596 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6923609.500000 Penalty: 5341.293945
	Iteration 18Q: 3 clusters Score -6923610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -6923643.000000 Penalty: 5341.293945
	Iteration 19Q: 3 clusters Score -6923643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -6923658.500000 Penalty: 5341.293945
	Iteration 20F: 3 clusters Score -6923658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -6923653.000000 Penalty: 5341.293945
	Iteration 21Q: 3 clusters Score -6923653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -6923667.500000 Penalty: 5341.293945
	Iteration 22Q: 3 clusters Score -6923668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6923677.500000 Penalty: 5341.293945
	Iteration 23Q: 3 clusters Score -6923678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -6923674.500000 Penalty: 5341.293945
	Iteration 24Q: 3 clusters Score -6923674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6923682.500000 Penalty: 5341.293945
	Iteration 25Q: 3 clusters Score -6923682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6923679.500000 Penalty: 5341.293945
	Iteration 26Q: 3 clusters Score -6923680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6923679.000000 Penalty: 5341.293945
	Iteration 27Q: 3 clusters Score -6923679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6923679.500000 Penalty: 5341.293945
	Iteration 28Q: 3 clusters Score -6923680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6923679.500000 Penalty: 5341.293945
	Iteration 29Q: 3 clusters Score -6923680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6923679.500000 Penalty: 5341.293945
	Iteration 30F: 3 clusters Score -6923680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -1026841.500000 Penalty: 2215.908203
	Iteration 0F: 2 clusters Score -1026842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1020749.937500 Penalty: 4431.816406
	Iteration 0F: 3 clusters Score -1020750 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1022626.375000 Penalty: 4431.816406
	Iteration 1F: 3 clusters Score -1022626 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1023183.750000 Penalty: 4431.816406
	Iteration 2F: 3 clusters Score -1023184 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1023627.750000 Penalty: 4431.816406
	Iteration 3F: 3 clusters Score -1023628 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1024005.000000 Penalty: 4431.816406
	Iteration 4F: 3 clusters Score -1024005 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1024356.125000 Penalty: 4431.816406
	Iteration 5F: 3 clusters Score -1024356 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1024711.000000 Penalty: 4431.816406
	Iteration 6F: 3 clusters Score -1024711 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1025025.937500 Penalty: 4431.816406
	Iteration 7Q: 3 clusters Score -1025026 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1025350.687500 Penalty: 4431.816406
	Iteration 8Q: 3 clusters Score -1025351 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1025660.125000 Penalty: 4431.816406
	Iteration 9Q: 3 clusters Score -1025660 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1025910.375000 Penalty: 4431.816406
	Iteration 10Q: 3 clusters Score -1025910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1026062.062500 Penalty: 4431.816406
	Iteration 11Q: 3 clusters Score -1026062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1026135.312500 Penalty: 4431.816406
	Iteration 12Q: 3 clusters Score -1026135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1026165.875000 Penalty: 4431.816406
	Iteration 13Q: 3 clusters Score -1026166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1026185.875000 Penalty: 4431.816406
	Iteration 14Q: 3 clusters Score -1026186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1026195.750000 Penalty: 4431.816406
	Iteration 15Q: 3 clusters Score -1026196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1026202.500000 Penalty: 4431.816406
	Iteration 16Q: 3 clusters Score -1026202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1026205.562500 Penalty: 4431.816406
	Iteration 17Q: 3 clusters Score -1026206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1026208.562500 Penalty: 4431.816406
	Iteration 18Q: 3 clusters Score -1026209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1026209.187500 Penalty: 4431.816406
	Iteration 19Q: 3 clusters Score -1026209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1026208.750000 Penalty: 4431.816406
	Iteration 20F: 3 clusters Score -1026209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1026210.375000 Penalty: 4431.816406
	Iteration 21Q: 3 clusters Score -1026210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1026212.125000 Penalty: 4431.816406
	Iteration 22Q: 3 clusters Score -1026212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1026212.312500 Penalty: 4431.816406
	Iteration 23Q: 3 clusters Score -1026212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1026212.312500 Penalty: 4431.816406
	Iteration 24F: 3 clusters Score -1026212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Entering Unmasked Estep 
Score: -5794399.000000 Penalty: 2630.611084
	Iteration 0F: 2 clusters Score -5794399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5767043.000000 Penalty: 5261.222168
	Iteration 0F: 3 clusters Score -5767043 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5777145.500000 Penalty: 5261.222168
	Iteration 1F: 3 clusters Score -5777146 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5777631.500000 Penalty: 5261.222168
	Iteration 2Q: 3 clusters Score -5777632 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5778008.000000 Penalty: 5261.222168
	Iteration 3Q: 3 clusters Score -5778008 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5778398.500000 Penalty: 5261.222168
	Iteration 4Q: 3 clusters Score -5778398 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5778744.000000 Penalty: 5261.222168
	Iteration 5Q: 3 clusters Score -5778744 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -5779122.500000 Penalty: 5261.222168
	Iteration 6Q: 3 clusters Score -5779122 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -5779632.000000 Penalty: 5261.222168
	Iteration 7Q: 3 clusters Score -5779632 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5780380.000000 Penalty: 5261.222168
	Iteration 8Q: 3 clusters Score -5780380 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -5781360.500000 Penalty: 5261.222168
	Iteration 9Q: 3 clusters Score -5781360 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5782522.500000 Penalty: 5261.222168
	Iteration 10Q: 3 clusters Score -5782522 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5783970.500000 Penalty: 5261.222168
	Iteration 11Q: 3 clusters Score -5783970 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5785473.500000 Penalty: 5261.222168
	Iteration 12F: 3 clusters Score -5785474 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -5786866.000000 Penalty: 5261.222168
	Iteration 13Q: 3 clusters Score -5786866 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5788047.000000 Penalty: 5261.222168
	Iteration 14Q: 3 clusters Score -5788047 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5789001.000000 Penalty: 5261.222168
	Iteration 15Q: 3 clusters Score -5789001 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5789715.500000 Penalty: 5261.222168
	Iteration 16Q: 3 clusters Score -5789716 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5790275.000000 Penalty: 5261.222168
	Iteration 17Q: 3 clusters Score -5790275 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5790728.500000 Penalty: 5261.222168
	Iteration 18Q: 3 clusters Score -5790728 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5791040.500000 Penalty: 5261.222168
	Iteration 19Q: 3 clusters Score -5791040 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5791237.000000 Penalty: 5261.222168
	Iteration 20F: 3 clusters Score -5791237 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5791394.000000 Penalty: 5261.222168
	Iteration 21Q: 3 clusters Score -5791394 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5791525.500000 Penalty: 5261.222168
	Iteration 22Q: 3 clusters Score -5791526 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5791619.500000 Penalty: 5261.222168
	Iteration 23Q: 3 clusters Score -5791620 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5791697.500000 Penalty: 5261.222168
	Iteration 24Q: 3 clusters Score -5791698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5791773.500000 Penalty: 5261.222168
	Iteration 25Q: 3 clusters Score -5791774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5791835.000000 Penalty: 5261.222168
	Iteration 26Q: 3 clusters Score -5791835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5791890.000000 Penalty: 5261.222168
	Iteration 27Q: 3 clusters Score -5791890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5791913.000000 Penalty: 5261.222168
	Iteration 28Q: 3 clusters Score -5791913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5791937.000000 Penalty: 5261.222168
	Iteration 29Q: 3 clusters Score -5791937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5791961.500000 Penalty: 5261.222168
	Iteration 30Q: 3 clusters Score -5791962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5791995.500000 Penalty: 5261.222168
	Iteration 31Q: 3 clusters Score -5791996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5792021.000000 Penalty: 5261.222168
	Iteration 32Q: 3 clusters Score -5792021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5792059.500000 Penalty: 5261.222168
	Iteration 33Q: 3 clusters Score -5792060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5792088.000000 Penalty: 5261.222168
	Iteration 34Q: 3 clusters Score -5792088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5792097.500000 Penalty: 5261.222168
	Iteration 35Q: 3 clusters Score -5792098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5792113.000000 Penalty: 5261.222168
	Iteration 36Q: 3 clusters Score -5792113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5792122.500000 Penalty: 5261.222168
	Iteration 37Q: 3 clusters Score -5792122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5792136.500000 Penalty: 5261.222168
	Iteration 38Q: 3 clusters Score -5792136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5792145.500000 Penalty: 5261.222168
	Iteration 39Q: 3 clusters Score -5792146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5792148.000000 Penalty: 5261.222168
	Iteration 40F: 3 clusters Score -5792148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5792159.000000 Penalty: 5261.222168
	Iteration 41Q: 3 clusters Score -5792159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5792167.500000 Penalty: 5261.222168
	Iteration 42Q: 3 clusters Score -5792168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5792171.500000 Penalty: 5261.222168
	Iteration 43Q: 3 clusters Score -5792172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5792180.000000 Penalty: 5261.222168
	Iteration 44Q: 3 clusters Score -5792180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5792188.500000 Penalty: 5261.222168
	Iteration 45Q: 3 clusters Score -5792188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5792196.000000 Penalty: 5261.222168
	Iteration 46Q: 3 clusters Score -5792196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5792197.000000 Penalty: 5261.222168
	Iteration 47Q: 3 clusters Score -5792197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5792203.500000 Penalty: 5261.222168
	Iteration 48Q: 3 clusters Score -5792204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5792210.000000 Penalty: 5261.222168
	Iteration 49Q: 3 clusters Score -5792210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5792223.000000 Penalty: 5261.222168
	Iteration 50Q: 3 clusters Score -5792223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5792222.500000 Penalty: 5261.222168
	Iteration 51Q: 3 clusters Score -5792222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5792224.500000 Penalty: 5261.222168
	Iteration 52Q: 3 clusters Score -5792224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5792228.500000 Penalty: 5261.222168
	Iteration 53Q: 3 clusters Score -5792228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5792229.500000 Penalty: 5261.222168
	Iteration 54Q: 3 clusters Score -5792230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5792229.500000 Penalty: 5261.222168
	Iteration 55F: 3 clusters Score -5792230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1504855.125000 Penalty: 2327.783691
	Iteration 0F: 2 clusters Score -1504855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1496031.250000 Penalty: 4655.567383
	Iteration 0F: 3 clusters Score -1496031 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1498965.750000 Penalty: 4655.567383
	Iteration 1F: 3 clusters Score -1498966 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1499627.625000 Penalty: 4655.567383
	Iteration 2F: 3 clusters Score -1499628 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1500184.000000 Penalty: 4655.567383
	Iteration 3F: 3 clusters Score -1500184 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1500720.125000 Penalty: 4655.567383
	Iteration 4F: 3 clusters Score -1500720 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1501224.125000 Penalty: 4655.567383
	Iteration 5F: 3 clusters Score -1501224 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1501708.375000 Penalty: 4655.567383
	Iteration 6F: 3 clusters Score -1501708 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1502197.875000 Penalty: 4655.567383
	Iteration 7F: 3 clusters Score -1502198 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1502661.875000 Penalty: 4655.567383
	Iteration 8Q: 3 clusters Score -1502662 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1503120.125000 Penalty: 4655.567383
	Iteration 9Q: 3 clusters Score -1503120 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1503556.875000 Penalty: 4655.567383
	Iteration 10Q: 3 clusters Score -1503557 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1503924.500000 Penalty: 4655.567383
	Iteration 11Q: 3 clusters Score -1503924 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1504235.125000 Penalty: 4655.567383
	Iteration 12Q: 3 clusters Score -1504235 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1504439.250000 Penalty: 4655.567383
	Iteration 13Q: 3 clusters Score -1504439 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1504617.375000 Penalty: 4655.567383
	Iteration 14Q: 3 clusters Score -1504617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1504734.125000 Penalty: 4655.567383
	Iteration 15Q: 3 clusters Score -1504734 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1504807.000000 Penalty: 4655.567383
	Iteration 16Q: 3 clusters Score -1504807 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1504866.875000 Penalty: 4655.567383
	Iteration 17Q: 3 clusters Score -1504867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1504923.125000 Penalty: 4655.567383
	Iteration 18Q: 3 clusters Score -1504923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1504956.625000 Penalty: 4655.567383
	Iteration 19Q: 3 clusters Score -1504957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1504988.375000 Penalty: 4655.567383
	Iteration 20F: 3 clusters Score -1504988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1505005.875000 Penalty: 4655.567383
	Iteration 21Q: 3 clusters Score -1505006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1505021.875000 Penalty: 4655.567383
	Iteration 22Q: 3 clusters Score -1505022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1505025.250000 Penalty: 4655.567383
	Iteration 23Q: 3 clusters Score -1505025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1505026.375000 Penalty: 4655.567383
	Iteration 24Q: 3 clusters Score -1505026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1505027.875000 Penalty: 4655.567383
	Iteration 25Q: 3 clusters Score -1505028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1505032.750000 Penalty: 4655.567383
	Iteration 26Q: 3 clusters Score -1505033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1505033.375000 Penalty: 4655.567383
	Iteration 27Q: 3 clusters Score -1505033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1505033.750000 Penalty: 4655.567383
	Iteration 28Q: 3 clusters Score -1505034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1505032.625000 Penalty: 4655.567383
	Iteration 29Q: 3 clusters Score -1505033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1505033.500000 Penalty: 4655.567383
	Iteration 30Q: 3 clusters Score -1505034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1505033.500000 Penalty: 4655.567383
	Iteration 31F: 3 clusters Score -1505034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 3130 members 
Entering Unmasked Estep 
Score: -128928896.000000 Penalty: 98646.656250
Splitting cluster 23 changes total score from -128930064.000000 to -128928896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -1566448.625000 Penalty: 2308.364258
	Iteration 0F: 2 clusters Score -1566449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1558203.500000 Penalty: 4616.728516
	Iteration 0F: 3 clusters Score -1558204 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1560557.875000 Penalty: 4616.728516
	Iteration 1F: 3 clusters Score -1560558 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1560899.000000 Penalty: 4616.728516
	Iteration 2F: 3 clusters Score -1560899 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1561276.750000 Penalty: 4616.728516
	Iteration 3F: 3 clusters Score -1561277 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1561786.000000 Penalty: 4616.728516
	Iteration 4F: 3 clusters Score -1561786 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1562406.125000 Penalty: 4616.728516
	Iteration 5F: 3 clusters Score -1562406 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1563132.250000 Penalty: 4616.728516
	Iteration 6F: 3 clusters Score -1563132 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1563703.500000 Penalty: 4616.728516
	Iteration 7F: 3 clusters Score -1563704 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1564049.500000 Penalty: 4616.728516
	Iteration 8F: 3 clusters Score -1564050 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1564227.000000 Penalty: 4616.728516
	Iteration 9Q: 3 clusters Score -1564227 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1564323.000000 Penalty: 4616.728516
	Iteration 10Q: 3 clusters Score -1564323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1564383.875000 Penalty: 4616.728516
	Iteration 11Q: 3 clusters Score -1564384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1564411.875000 Penalty: 4616.728516
	Iteration 12Q: 3 clusters Score -1564412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1564422.500000 Penalty: 4616.728516
	Iteration 13Q: 3 clusters Score -1564422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1564428.125000 Penalty: 4616.728516
	Iteration 14Q: 3 clusters Score -1564428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1564434.750000 Penalty: 4616.728516
	Iteration 15Q: 3 clusters Score -1564435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1564438.000000 Penalty: 4616.728516
	Iteration 16Q: 3 clusters Score -1564438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1564440.750000 Penalty: 4616.728516
	Iteration 17Q: 3 clusters Score -1564441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1564445.125000 Penalty: 4616.728516
	Iteration 18Q: 3 clusters Score -1564445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1564445.250000 Penalty: 4616.728516
	Iteration 19Q: 3 clusters Score -1564445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1564447.250000 Penalty: 4616.728516
	Iteration 20F: 3 clusters Score -1564447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1564444.750000 Penalty: 4616.728516
	Iteration 21Q: 3 clusters Score -1564445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1564451.000000 Penalty: 4616.728516
	Iteration 22Q: 3 clusters Score -1564451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1564452.500000 Penalty: 4616.728516
	Iteration 23Q: 3 clusters Score -1564452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1564452.875000 Penalty: 4616.728516
	Iteration 24Q: 3 clusters Score -1564453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1564451.875000 Penalty: 4616.728516
	Iteration 25Q: 3 clusters Score -1564452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1564451.250000 Penalty: 4616.728516
	Iteration 26Q: 3 clusters Score -1564451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1564451.250000 Penalty: 4616.728516
	Iteration 27F: 3 clusters Score -1564451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -844499.687500 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -844499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -839397.625000 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -839397.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -840621.750000 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -840621.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -840842.875000 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -840842.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -840966.437500 Penalty: 4301.977539
	Iteration 3Q: 3 clusters Score -840966.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -841047.312500 Penalty: 4301.977539
	Iteration 4Q: 3 clusters Score -841047.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -841104.500000 Penalty: 4301.977539
	Iteration 5Q: 3 clusters Score -841104.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -841153.812500 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -841153.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -841200.375000 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -841200.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -841254.187500 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -841254.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -841297.562500 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -841297.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -841335.312500 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -841335.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -841370.937500 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -841370.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -841408.187500 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -841408.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -841434.500000 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -841434.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -841455.250000 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -841455.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -841473.937500 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -841473.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -841494.312500 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -841494.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -841515.812500 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -841515.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -841536.312500 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -841536.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -841556.750000 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -841556.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -841573.000000 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -841573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -841589.625000 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -841589.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -841605.937500 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -841605.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -841624.312500 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -841624.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -841643.562500 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -841643.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -841665.437500 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -841665.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -841696.500000 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -841696.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -841739.937500 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -841739.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -841780.875000 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -841780.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -841830.000000 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -841830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -841885.750000 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -841885.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -841965.187500 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -841965.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -842058.687500 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -842058.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -842173.312500 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -842173.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -842295.375000 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -842295.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -842384.000000 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -842384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -842458.250000 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -842458.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -842521.750000 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -842521.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -842567.250000 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -842567.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -842603.312500 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -842603.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -842622.437500 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -842622.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -842645.062500 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -842645.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -842658.625000 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -842658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -842669.687500 Penalty: 4301.977539
	Iteration 43Q: 3 clusters Score -842669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -842678.750000 Penalty: 4301.977539
	Iteration 44Q: 3 clusters Score -842678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -842690.312500 Penalty: 4301.977539
	Iteration 45Q: 3 clusters Score -842690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -842696.500000 Penalty: 4301.977539
	Iteration 46Q: 3 clusters Score -842696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -842702.187500 Penalty: 4301.977539
	Iteration 47Q: 3 clusters Score -842702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -842703.812500 Penalty: 4301.977539
	Iteration 48Q: 3 clusters Score -842703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -842705.562500 Penalty: 4301.977539
	Iteration 49Q: 3 clusters Score -842705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -842709.062500 Penalty: 4301.977539
	Iteration 50Q: 3 clusters Score -842709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -842713.625000 Penalty: 4301.977539
	Iteration 51Q: 3 clusters Score -842713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -842716.437500 Penalty: 4301.977539
	Iteration 52Q: 3 clusters Score -842716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -842716.625000 Penalty: 4301.977539
	Iteration 53Q: 3 clusters Score -842716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -842716.562500 Penalty: 4301.977539
	Iteration 54Q: 3 clusters Score -842716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -842719.312500 Penalty: 4301.977539
	Iteration 55Q: 3 clusters Score -842719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -842721.187500 Penalty: 4301.977539
	Iteration 56Q: 3 clusters Score -842721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -842721.812500 Penalty: 4301.977539
	Iteration 57Q: 3 clusters Score -842721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -842721.812500 Penalty: 4301.977539
	Iteration 58F: 3 clusters Score -842721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Entering Unmasked Estep 
Score: -5358627.500000 Penalty: 2615.538086
	Iteration 0F: 2 clusters Score -5358628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5332891.500000 Penalty: 5231.076172
	Iteration 0F: 3 clusters Score -5332892 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5342575.000000 Penalty: 5231.076172
	Iteration 1F: 3 clusters Score -5342575 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5343389.000000 Penalty: 5231.076172
	Iteration 2F: 3 clusters Score -5343389 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -5344367.500000 Penalty: 5231.076172
	Iteration 3F: 3 clusters Score -5344368 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5345639.500000 Penalty: 5231.076172
	Iteration 4F: 3 clusters Score -5345640 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5347264.000000 Penalty: 5231.076172
	Iteration 5F: 3 clusters Score -5347264 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -5348980.500000 Penalty: 5231.076172
	Iteration 6F: 3 clusters Score -5348980 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5350539.500000 Penalty: 5231.076172
	Iteration 7F: 3 clusters Score -5350540 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5351630.000000 Penalty: 5231.076172
	Iteration 8F: 3 clusters Score -5351630 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5352413.500000 Penalty: 5231.076172
	Iteration 9Q: 3 clusters Score -5352414 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5352892.500000 Penalty: 5231.076172
	Iteration 10Q: 3 clusters Score -5352892 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5353229.500000 Penalty: 5231.076172
	Iteration 11Q: 3 clusters Score -5353230 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5353478.000000 Penalty: 5231.076172
	Iteration 12Q: 3 clusters Score -5353478 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -5353704.000000 Penalty: 5231.076172
	Iteration 13Q: 3 clusters Score -5353704 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -5353884.500000 Penalty: 5231.076172
	Iteration 14Q: 3 clusters Score -5353884 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5354076.000000 Penalty: 5231.076172
	Iteration 15Q: 3 clusters Score -5354076 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5354238.500000 Penalty: 5231.076172
	Iteration 16Q: 3 clusters Score -5354238 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -5354446.500000 Penalty: 5231.076172
	Iteration 17Q: 3 clusters Score -5354446 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5354605.500000 Penalty: 5231.076172
	Iteration 18Q: 3 clusters Score -5354606 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -5354750.000000 Penalty: 5231.076172
	Iteration 19Q: 3 clusters Score -5354750 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5354943.500000 Penalty: 5231.076172
	Iteration 20F: 3 clusters Score -5354944 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5355090.500000 Penalty: 5231.076172
	Iteration 21Q: 3 clusters Score -5355090 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5355271.500000 Penalty: 5231.076172
	Iteration 22Q: 3 clusters Score -5355272 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -5355398.500000 Penalty: 5231.076172
	Iteration 23Q: 3 clusters Score -5355398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5355549.000000 Penalty: 5231.076172
	Iteration 24Q: 3 clusters Score -5355549 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -5355678.500000 Penalty: 5231.076172
	Iteration 25Q: 3 clusters Score -5355678 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5355762.500000 Penalty: 5231.076172
	Iteration 26Q: 3 clusters Score -5355762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5355859.000000 Penalty: 5231.076172
	Iteration 27Q: 3 clusters Score -5355859 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5355931.000000 Penalty: 5231.076172
	Iteration 28Q: 3 clusters Score -5355931 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5356024.500000 Penalty: 5231.076172
	Iteration 29Q: 3 clusters Score -5356024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5356070.000000 Penalty: 5231.076172
	Iteration 30Q: 3 clusters Score -5356070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -5356126.000000 Penalty: 5231.076172
	Iteration 31Q: 3 clusters Score -5356126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5356167.000000 Penalty: 5231.076172
	Iteration 32Q: 3 clusters Score -5356167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -5356209.500000 Penalty: 5231.076172
	Iteration 33Q: 3 clusters Score -5356210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5356231.500000 Penalty: 5231.076172
	Iteration 34Q: 3 clusters Score -5356232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5356254.500000 Penalty: 5231.076172
	Iteration 35Q: 3 clusters Score -5356254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5356282.000000 Penalty: 5231.076172
	Iteration 36Q: 3 clusters Score -5356282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5356304.500000 Penalty: 5231.076172
	Iteration 37Q: 3 clusters Score -5356304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5356318.000000 Penalty: 5231.076172
	Iteration 38Q: 3 clusters Score -5356318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5356330.000000 Penalty: 5231.076172
	Iteration 39Q: 3 clusters Score -5356330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5356348.000000 Penalty: 5231.076172
	Iteration 40F: 3 clusters Score -5356348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5356375.000000 Penalty: 5231.076172
	Iteration 41Q: 3 clusters Score -5356375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5356387.000000 Penalty: 5231.076172
	Iteration 42Q: 3 clusters Score -5356387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5356402.000000 Penalty: 5231.076172
	Iteration 43Q: 3 clusters Score -5356402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5356425.000000 Penalty: 5231.076172
	Iteration 44Q: 3 clusters Score -5356425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5356435.000000 Penalty: 5231.076172
	Iteration 45Q: 3 clusters Score -5356435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -5356445.500000 Penalty: 5231.076172
	Iteration 46Q: 3 clusters Score -5356446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5356458.500000 Penalty: 5231.076172
	Iteration 47Q: 3 clusters Score -5356458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5356460.500000 Penalty: 5231.076172
	Iteration 48Q: 3 clusters Score -5356460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5356472.500000 Penalty: 5231.076172
	Iteration 49Q: 3 clusters Score -5356472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5356472.500000 Penalty: 5231.076172
	Iteration 50Q: 3 clusters Score -5356472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5356481.500000 Penalty: 5231.076172
	Iteration 51Q: 3 clusters Score -5356482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5356476.000000 Penalty: 5231.076172
	Iteration 52Q: 3 clusters Score -5356476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5356477.000000 Penalty: 5231.076172
	Iteration 53Q: 3 clusters Score -5356477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5356486.500000 Penalty: 5231.076172
	Iteration 54Q: 3 clusters Score -5356486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5356486.500000 Penalty: 5231.076172
	Iteration 55Q: 3 clusters Score -5356486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -5356492.000000 Penalty: 5231.076172
	Iteration 56Q: 3 clusters Score -5356492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -5356487.500000 Penalty: 5231.076172
	Iteration 57Q: 3 clusters Score -5356488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5356488.000000 Penalty: 5231.076172
	Iteration 58Q: 3 clusters Score -5356488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -5356485.500000 Penalty: 5231.076172
	Iteration 59Q: 3 clusters Score -5356486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -5356485.500000 Penalty: 5231.076172
	Iteration 60F: 3 clusters Score -5356486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -28941.748047 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -28941.75 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 123 members 
Entering Unmasked Estep 
Score: -27776.644531 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -27776.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28010.708984 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -28010.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28186.312500 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -28186.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28245.931641 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -28245.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28335.753906 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -28335.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28392.566406 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -28392.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28412.904297 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -28412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28412.904297 Penalty: 2754.267822
	Iteration 7F: 3 clusters Score -28412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -87040.484375 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -87040.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85434.796875 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -85434.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85756.773438 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -85756.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85920.968750 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -85920.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86148.445312 Penalty: 3233.497070
	Iteration 3F: 3 clusters Score -86148.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86449.570312 Penalty: 3233.497070
	Iteration 4F: 3 clusters Score -86449.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -86772.632812 Penalty: 3233.497070
	Iteration 5F: 3 clusters Score -86772.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86932.281250 Penalty: 3233.497070
	Iteration 6F: 3 clusters Score -86932.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87008.656250 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -87008.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87053.554688 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -87053.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87065.828125 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -87065.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87086.070312 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -87086.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87107.101562 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -87107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87107.101562 Penalty: 3233.497070
	Iteration 12F: 3 clusters Score -87107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 178 members 
Mstep: Class 29 contains 500 members 
Entering Unmasked Estep 
Score: -128928264.000000 Penalty: 98646.656250
Splitting cluster 28 changes total score from -128930064.000000 to -128928264.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 42714 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 208690 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 125631 members 
Mstep: Class 19 contains 101883 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 40429 members 
Mstep: Class 23 contains 11923 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930072.000000 Penalty: 95245.046875
Iteration 119Q: 29 clusters Score -1.289301e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35805 members 
Mstep: Class 4 contains 1971 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 19224 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 19688 members 
Mstep: Class 12 contains 42668 members 
Mstep: Class 13 contains 28420 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19044 members 
Mstep: Class 16 contains 208553 members 
Mstep: Class 17 contains 5255 members 
Mstep: Class 18 contains 125786 members 
Mstep: Class 19 contains 101870 members 
Mstep: Class 20 contains 47646 members 
Mstep: Class 21 contains 7611 members 
Mstep: Class 22 contains 40444 members 
Mstep: Class 23 contains 11969 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930456.000000 Penalty: 95245.046875
Iteration 120F: 29 clusters Score -1.289305e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35804 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19241 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 12 contains 42641 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 208399 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 125953 members 
Mstep: Class 19 contains 101834 members 
Mstep: Class 20 contains 47758 members 
Mstep: Class 21 contains 7627 members 
Mstep: Class 22 contains 40442 members 
Mstep: Class 23 contains 12014 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 38007 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930208.000000 Penalty: 95245.046875
Iteration 121Q: 29 clusters Score -1.289302e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35799 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 19261 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 19614 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19201 members 
Mstep: Class 16 contains 208258 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 126117 members 
Mstep: Class 19 contains 101811 members 
Mstep: Class 20 contains 47879 members 
Mstep: Class 21 contains 7637 members 
Mstep: Class 22 contains 40452 members 
Mstep: Class 23 contains 12061 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 37980 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930264.000000 Penalty: 95245.046875
Iteration 122Q: 29 clusters Score -1.289303e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 113338 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35796 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19285 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 8981 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 19572 members 
Mstep: Class 12 contains 42590 members 
Mstep: Class 13 contains 28473 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 208099 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 126313 members 
Mstep: Class 19 contains 101795 members 
Mstep: Class 20 contains 48013 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 40465 members 
Mstep: Class 23 contains 12113 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 37953 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930424.000000 Penalty: 95245.046875
Iteration 123Q: 29 clusters Score -1.289304e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35807 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 19305 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 8998 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 19538 members 
Mstep: Class 12 contains 42568 members 
Mstep: Class 13 contains 28474 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 207963 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 126504 members 
Mstep: Class 19 contains 101749 members 
Mstep: Class 20 contains 48149 members 
Mstep: Class 21 contains 7663 members 
Mstep: Class 22 contains 40463 members 
Mstep: Class 23 contains 12159 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 37933 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930280.000000 Penalty: 95245.046875
Iteration 124Q: 29 clusters Score -1.289303e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35822 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 9007 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 42534 members 
Mstep: Class 13 contains 28482 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19372 members 
Mstep: Class 16 contains 207801 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 126748 members 
Mstep: Class 19 contains 101687 members 
Mstep: Class 20 contains 48226 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 40478 members 
Mstep: Class 23 contains 12218 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 37912 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930816.000000 Penalty: 95245.046875
Iteration 125Q: 29 clusters Score -1.289308e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35828 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 19432 members 
Mstep: Class 12 contains 42523 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19440 members 
Mstep: Class 16 contains 207585 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 127031 members 
Mstep: Class 19 contains 101613 members 
Mstep: Class 20 contains 48300 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 40492 members 
Mstep: Class 23 contains 12275 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 37894 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931032.000000 Penalty: 95245.046875
Iteration 126Q: 29 clusters Score -1.28931e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35848 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 19374 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 42498 members 
Mstep: Class 13 contains 28502 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19514 members 
Mstep: Class 16 contains 207408 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 18 contains 127327 members 
Mstep: Class 19 contains 101565 members 
Mstep: Class 20 contains 48364 members 
Mstep: Class 21 contains 7698 members 
Mstep: Class 22 contains 40504 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 37860 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930976.000000 Penalty: 95245.046875
Iteration 127Q: 29 clusters Score -1.28931e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35854 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 19393 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 8 contains 9028 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 42478 members 
Mstep: Class 13 contains 28505 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19583 members 
Mstep: Class 16 contains 207185 members 
Mstep: Class 17 contains 5362 members 
Mstep: Class 18 contains 127717 members 
Mstep: Class 19 contains 101545 members 
Mstep: Class 20 contains 48383 members 
Mstep: Class 21 contains 7720 members 
Mstep: Class 22 contains 40512 members 
Mstep: Class 23 contains 12409 members 
Mstep: Class 24 contains 11040 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 37832 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930880.000000 Penalty: 95245.046875
Iteration 128Q: 29 clusters Score -1.289309e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35868 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 19420 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 9040 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 42440 members 
Mstep: Class 13 contains 28501 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19638 members 
Mstep: Class 16 contains 206947 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 128170 members 
Mstep: Class 19 contains 101505 members 
Mstep: Class 20 contains 48391 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 40530 members 
Mstep: Class 23 contains 12466 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 37813 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931272.000000 Penalty: 95245.046875
Iteration 129Q: 29 clusters Score -1.289313e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35870 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19444 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 28496 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 206713 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 128655 members 
Mstep: Class 19 contains 101460 members 
Mstep: Class 20 contains 48382 members 
Mstep: Class 21 contains 7760 members 
Mstep: Class 22 contains 40549 members 
Mstep: Class 23 contains 12518 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 37807 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931288.000000 Penalty: 95245.046875
Iteration 130Q: 29 clusters Score -1.289313e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35882 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19462 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 9048 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 42360 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 206554 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 129124 members 
Mstep: Class 19 contains 101396 members 
Mstep: Class 20 contains 48369 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 40573 members 
Mstep: Class 23 contains 12580 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 37787 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931744.000000 Penalty: 95245.046875
Iteration 131Q: 29 clusters Score -1.289317e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35906 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19481 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 19196 members 
Mstep: Class 12 contains 42328 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 206434 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 129517 members 
Mstep: Class 19 contains 101350 members 
Mstep: Class 20 contains 48360 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 40592 members 
Mstep: Class 23 contains 12633 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 37782 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932000.000000 Penalty: 95245.046875
Iteration 132Q: 29 clusters Score -1.28932e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19497 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 42302 members 
Mstep: Class 13 contains 28533 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 206313 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 129894 members 
Mstep: Class 19 contains 101308 members 
Mstep: Class 20 contains 48344 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 40610 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 37774 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932048.000000 Penalty: 95245.046875
Iteration 133Q: 29 clusters Score -1.28932e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35927 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19511 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 9053 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 19138 members 
Mstep: Class 12 contains 42288 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 206161 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 130335 members 
Mstep: Class 19 contains 101228 members 
Mstep: Class 20 contains 48318 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 40639 members 
Mstep: Class 23 contains 12733 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 37758 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932144.000000 Penalty: 95245.046875
Iteration 134Q: 29 clusters Score -1.289321e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35939 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 19517 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 9057 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 19111 members 
Mstep: Class 12 contains 42272 members 
Mstep: Class 13 contains 28542 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 206008 members 
Mstep: Class 17 contains 5477 members 
Mstep: Class 18 contains 130812 members 
Mstep: Class 19 contains 101168 members 
Mstep: Class 20 contains 48302 members 
Mstep: Class 21 contains 7883 members 
Mstep: Class 22 contains 40664 members 
Mstep: Class 23 contains 12782 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37745 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932272.000000 Penalty: 95245.046875
Iteration 135Q: 29 clusters Score -1.289323e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 19526 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 9063 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 42236 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 205822 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 131355 members 
Mstep: Class 19 contains 101078 members 
Mstep: Class 20 contains 48279 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 40692 members 
Mstep: Class 23 contains 12829 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 37727 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932088.000000 Penalty: 95245.046875
Iteration 136Q: 29 clusters Score -1.289321e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35965 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19531 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 9069 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 42197 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 19894 members 
Mstep: Class 16 contains 205645 members 
Mstep: Class 17 contains 5486 members 
Mstep: Class 18 contains 131905 members 
Mstep: Class 19 contains 101004 members 
Mstep: Class 20 contains 48257 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 40726 members 
Mstep: Class 23 contains 12875 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 37703 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932384.000000 Penalty: 95245.046875
Iteration 137Q: 29 clusters Score -1.289324e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 35991 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 19546 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 9076 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 42179 members 
Mstep: Class 13 contains 28506 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 205499 members 
Mstep: Class 17 contains 5499 members 
Mstep: Class 18 contains 132361 members 
Mstep: Class 19 contains 100936 members 
Mstep: Class 20 contains 48215 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 40766 members 
Mstep: Class 23 contains 12919 members 
Mstep: Class 24 contains 11063 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 37692 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932392.000000 Penalty: 95245.046875
Iteration 138Q: 29 clusters Score -1.289324e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36032 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 19559 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 42148 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 19982 members 
Mstep: Class 16 contains 205300 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 132843 members 
Mstep: Class 19 contains 100876 members 
Mstep: Class 20 contains 48183 members 
Mstep: Class 21 contains 7945 members 
Mstep: Class 22 contains 40796 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 11069 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37687 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932224.000000 Penalty: 95245.046875
Iteration 139Q: 29 clusters Score -1.289322e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36057 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 19573 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 9076 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 18977 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 28479 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20000 members 
Mstep: Class 16 contains 205116 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 133359 members 
Mstep: Class 19 contains 100821 members 
Mstep: Class 20 contains 48147 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 40819 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 11072 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37678 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932296.000000 Penalty: 95245.046875
Iteration 140F: 29 clusters Score -1.289323e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36089 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 19590 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 18953 members 
Mstep: Class 12 contains 42119 members 
Mstep: Class 13 contains 28479 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 204901 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 133882 members 
Mstep: Class 19 contains 100782 members 
Mstep: Class 20 contains 48115 members 
Mstep: Class 21 contains 7992 members 
Mstep: Class 22 contains 40864 members 
Mstep: Class 23 contains 13051 members 
Mstep: Class 24 contains 11075 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37665 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932712.000000 Penalty: 95245.046875
Iteration 141Q: 29 clusters Score -1.289327e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36121 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 19605 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18929 members 
Mstep: Class 12 contains 42111 members 
Mstep: Class 13 contains 28468 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20042 members 
Mstep: Class 16 contains 204699 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 134393 members 
Mstep: Class 19 contains 100767 members 
Mstep: Class 20 contains 48071 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 40901 members 
Mstep: Class 23 contains 13101 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37664 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933104.000000 Penalty: 95245.046875
Iteration 142Q: 29 clusters Score -1.289331e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19613 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18908 members 
Mstep: Class 12 contains 42118 members 
Mstep: Class 13 contains 28438 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20081 members 
Mstep: Class 16 contains 204546 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 134850 members 
Mstep: Class 19 contains 100767 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 8035 members 
Mstep: Class 22 contains 40948 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 11079 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37650 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933200.000000 Penalty: 95245.046875
Iteration 143Q: 29 clusters Score -1.289332e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36131 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19623 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 13 contains 28435 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20108 members 
Mstep: Class 16 contains 204473 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 135229 members 
Mstep: Class 19 contains 100764 members 
Mstep: Class 20 contains 47994 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 41007 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933568.000000 Penalty: 95245.046875
Iteration 144Q: 29 clusters Score -1.289336e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 19634 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 42100 members 
Mstep: Class 13 contains 28444 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 204434 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 135614 members 
Mstep: Class 19 contains 100756 members 
Mstep: Class 20 contains 47905 members 
Mstep: Class 21 contains 8088 members 
Mstep: Class 22 contains 41049 members 
Mstep: Class 23 contains 13254 members 
Mstep: Class 24 contains 11081 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37603 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933368.000000 Penalty: 95245.046875
Iteration 145Q: 29 clusters Score -1.289334e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36159 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19640 members 
Mstep: Class 7 contains 2953 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18852 members 
Mstep: Class 12 contains 42107 members 
Mstep: Class 13 contains 28453 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20168 members 
Mstep: Class 16 contains 204376 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 18 contains 136010 members 
Mstep: Class 19 contains 100742 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 41090 members 
Mstep: Class 23 contains 13300 members 
Mstep: Class 24 contains 11088 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37583 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933296.000000 Penalty: 95245.046875
Iteration 146Q: 29 clusters Score -1.289333e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 105565 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36186 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19646 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 9084 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 28452 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20197 members 
Mstep: Class 16 contains 204365 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 136315 members 
Mstep: Class 19 contains 100729 members 
Mstep: Class 20 contains 47791 members 
Mstep: Class 21 contains 8130 members 
Mstep: Class 22 contains 41118 members 
Mstep: Class 23 contains 13350 members 
Mstep: Class 24 contains 11089 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 37566 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933624.000000 Penalty: 95245.046875
Iteration 147Q: 29 clusters Score -1.289336e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36202 members 
Mstep: Class 4 contains 1858 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19650 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 9081 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 18829 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20216 members 
Mstep: Class 16 contains 204313 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 136687 members 
Mstep: Class 19 contains 100715 members 
Mstep: Class 20 contains 47738 members 
Mstep: Class 21 contains 8141 members 
Mstep: Class 22 contains 41159 members 
Mstep: Class 23 contains 13398 members 
Mstep: Class 24 contains 11093 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 37569 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933272.000000 Penalty: 95245.046875
Iteration 148Q: 29 clusters Score -1.289333e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36206 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19656 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 28461 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 204249 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 137092 members 
Mstep: Class 19 contains 100697 members 
Mstep: Class 20 contains 47688 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 41199 members 
Mstep: Class 23 contains 13447 members 
Mstep: Class 24 contains 11096 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 37560 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933496.000000 Penalty: 95245.046875
Iteration 149Q: 29 clusters Score -1.289335e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36220 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19664 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 8 contains 9086 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 18807 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 28456 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20217 members 
Mstep: Class 16 contains 204127 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 18 contains 137509 members 
Mstep: Class 19 contains 100684 members 
Mstep: Class 20 contains 47647 members 
Mstep: Class 21 contains 8168 members 
Mstep: Class 22 contains 41247 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 11101 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 37539 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933472.000000 Penalty: 95245.046875
Iteration 150Q: 29 clusters Score -1.289335e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36239 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19671 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 9088 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 18800 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 203990 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 137885 members 
Mstep: Class 19 contains 100660 members 
Mstep: Class 20 contains 47595 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 41306 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 11105 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933520.000000 Penalty: 95245.046875
Iteration 151Q: 29 clusters Score -1.289335e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36256 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19678 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 9087 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 18792 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 13 contains 28483 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 203856 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 138260 members 
Mstep: Class 19 contains 100608 members 
Mstep: Class 20 contains 47530 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 41341 members 
Mstep: Class 23 contains 13610 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 37504 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933592.000000 Penalty: 95245.046875
Iteration 152Q: 29 clusters Score -1.289336e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19679 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18780 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 28493 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20222 members 
Mstep: Class 16 contains 203705 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 138576 members 
Mstep: Class 19 contains 100570 members 
Mstep: Class 20 contains 47471 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 41395 members 
Mstep: Class 23 contains 13649 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 37493 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933728.000000 Penalty: 95245.046875
Iteration 153Q: 29 clusters Score -1.289337e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36290 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19684 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 9091 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 42190 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20248 members 
Mstep: Class 16 contains 203582 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 138842 members 
Mstep: Class 19 contains 100555 members 
Mstep: Class 20 contains 47398 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 41455 members 
Mstep: Class 23 contains 13689 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37479 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933704.000000 Penalty: 95245.046875
Iteration 154Q: 29 clusters Score -1.289337e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36314 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 19686 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 18757 members 
Mstep: Class 12 contains 42206 members 
Mstep: Class 13 contains 28548 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 203481 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 139051 members 
Mstep: Class 19 contains 100516 members 
Mstep: Class 20 contains 47351 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 41530 members 
Mstep: Class 23 contains 13723 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 37446 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933512.000000 Penalty: 95245.046875
Iteration 155Q: 29 clusters Score -1.289335e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36324 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19688 members 
Mstep: Class 7 contains 2975 members 
Mstep: Class 8 contains 9102 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 42218 members 
Mstep: Class 13 contains 28576 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20280 members 
Mstep: Class 16 contains 203380 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 139271 members 
Mstep: Class 19 contains 100482 members 
Mstep: Class 20 contains 47297 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 41597 members 
Mstep: Class 23 contains 13763 members 
Mstep: Class 24 contains 11117 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37427 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933336.000000 Penalty: 95245.046875
Iteration 156Q: 29 clusters Score -1.289333e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36329 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 19689 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18742 members 
Mstep: Class 12 contains 42233 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20297 members 
Mstep: Class 16 contains 203259 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 139503 members 
Mstep: Class 19 contains 100425 members 
Mstep: Class 20 contains 47245 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 41676 members 
Mstep: Class 23 contains 13800 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37405 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933792.000000 Penalty: 95245.046875
Iteration 157Q: 29 clusters Score -1.289338e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36332 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19691 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 9116 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18738 members 
Mstep: Class 12 contains 42253 members 
Mstep: Class 13 contains 28621 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 16 contains 203158 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 139724 members 
Mstep: Class 19 contains 100382 members 
Mstep: Class 20 contains 47175 members 
Mstep: Class 21 contains 8285 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 13825 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37382 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934000.000000 Penalty: 95245.046875
Iteration 158Q: 29 clusters Score -1.28934e+08 nChanged 1267
Entering ConstructFrom: 
Score: -128934000.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (102425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102425 members 
Entering Unmasked Estep 
Score: -15077240.000000 Penalty: 2861.147705
	Iteration 0F: 2 clusters Score -1.507724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15009144.000000 Penalty: 5722.295410
	Iteration 0F: 3 clusters Score -1.500914e+07 nChanged 48488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -15036624.000000 Penalty: 5722.295410
	Iteration 1F: 3 clusters Score -1.503662e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -15037470.000000 Penalty: 5722.295410
	Iteration 2Q: 3 clusters Score -1.503747e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -15038315.000000 Penalty: 5722.295410
	Iteration 3Q: 3 clusters Score -1.503832e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -15039332.000000 Penalty: 5722.295410
	Iteration 4Q: 3 clusters Score -1.503933e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -15040944.000000 Penalty: 5722.295410
	Iteration 5Q: 3 clusters Score -1.504094e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -15043406.000000 Penalty: 5722.295410
	Iteration 6Q: 3 clusters Score -1.504341e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -15047340.000000 Penalty: 5722.295410
	Iteration 7F: 3 clusters Score -1.504734e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -15052941.000000 Penalty: 5722.295410
	Iteration 8F: 3 clusters Score -1.505294e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -15059421.000000 Penalty: 5722.295410
	Iteration 9F: 3 clusters Score -1.505942e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -15064892.000000 Penalty: 5722.295410
	Iteration 10F: 3 clusters Score -1.506489e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -15068708.000000 Penalty: 5722.295410
	Iteration 11Q: 3 clusters Score -1.506871e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -15071206.000000 Penalty: 5722.295410
	Iteration 12Q: 3 clusters Score -1.507121e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -15072589.000000 Penalty: 5722.295410
	Iteration 13Q: 3 clusters Score -1.507259e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -15073311.000000 Penalty: 5722.295410
	Iteration 14Q: 3 clusters Score -1.507331e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -15073771.000000 Penalty: 5722.295410
	Iteration 15Q: 3 clusters Score -1.507377e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -15074125.000000 Penalty: 5722.295410
	Iteration 16Q: 3 clusters Score -1.507412e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -15074350.000000 Penalty: 5722.295410
	Iteration 17Q: 3 clusters Score -1.507435e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -15074480.000000 Penalty: 5722.295410
	Iteration 18Q: 3 clusters Score -1.507448e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -15074592.000000 Penalty: 5722.295410
	Iteration 19Q: 3 clusters Score -1.507459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -15074661.000000 Penalty: 5722.295410
	Iteration 20F: 3 clusters Score -1.507466e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -15074683.000000 Penalty: 5722.295410
	Iteration 21Q: 3 clusters Score -1.507468e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -15074727.000000 Penalty: 5722.295410
	Iteration 22Q: 3 clusters Score -1.507473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -15074762.000000 Penalty: 5722.295410
	Iteration 23Q: 3 clusters Score -1.507476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -15074775.000000 Penalty: 5722.295410
	Iteration 24Q: 3 clusters Score -1.507478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -15074779.000000 Penalty: 5722.295410
	Iteration 25Q: 3 clusters Score -1.507478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -15074780.000000 Penalty: 5722.295410
	Iteration 26Q: 3 clusters Score -1.507478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -15074785.000000 Penalty: 5722.295410
	Iteration 27Q: 3 clusters Score -1.507478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -15074805.000000 Penalty: 5722.295410
	Iteration 28Q: 3 clusters Score -1.50748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -15074799.000000 Penalty: 5722.295410
	Iteration 29Q: 3 clusters Score -1.50748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -15074805.000000 Penalty: 5722.295410
	Iteration 30Q: 3 clusters Score -1.50748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -15074820.000000 Penalty: 5722.295410
	Iteration 31Q: 3 clusters Score -1.507482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -15074820.000000 Penalty: 5722.295410
	Iteration 32Q: 3 clusters Score -1.507482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -15074833.000000 Penalty: 5722.295410
	Iteration 33Q: 3 clusters Score -1.507483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -15074841.000000 Penalty: 5722.295410
	Iteration 34Q: 3 clusters Score -1.507484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -15074846.000000 Penalty: 5722.295410
	Iteration 35Q: 3 clusters Score -1.507485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -15074846.000000 Penalty: 5722.295410
	Iteration 36Q: 3 clusters Score -1.507485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -15074851.000000 Penalty: 5722.295410
	Iteration 37Q: 3 clusters Score -1.507485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -15074854.000000 Penalty: 5722.295410
	Iteration 38Q: 3 clusters Score -1.507485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -15074857.000000 Penalty: 5722.295410
	Iteration 39Q: 3 clusters Score -1.507486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -15074855.000000 Penalty: 5722.295410
	Iteration 40F: 3 clusters Score -1.507486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -15074862.000000 Penalty: 5722.295410
	Iteration 41Q: 3 clusters Score -1.507486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -15074852.000000 Penalty: 5722.295410
	Iteration 42Q: 3 clusters Score -1.507485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -15074858.000000 Penalty: 5722.295410
	Iteration 43Q: 3 clusters Score -1.507486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -15074860.000000 Penalty: 5722.295410
	Iteration 44Q: 3 clusters Score -1.507486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -15074854.000000 Penalty: 5722.295410
	Iteration 45Q: 3 clusters Score -1.507485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -15074854.000000 Penalty: 5722.295410
	Iteration 46F: 3 clusters Score -1.507485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -107292.546875 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -107292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105538.093750 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -105538.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105996.304688 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -105996.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106360.289062 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -106360.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106718.171875 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -106718.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106844.335938 Penalty: 3357.172607
	Iteration 4F: 3 clusters Score -106844.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106898.867188 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -106898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106916.929688 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -106916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106934.718750 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -106934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -106947.570312 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -106947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106972.257812 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -106972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107000.976562 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -107001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107009.468750 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -107009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107017.125000 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -107017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107035.585938 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -107035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107049.179688 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -107049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107051.835938 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -107051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107053.632812 Penalty: 3357.172607
	Iteration 16Q: 3 clusters Score -107053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107053.632812 Penalty: 3357.172607
	Iteration 17F: 3 clusters Score -107053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Entering Unmasked Estep 
Score: -5054280.500000 Penalty: 2604.126221
	Iteration 0F: 2 clusters Score -5054280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5029649.000000 Penalty: 5208.252441
	Iteration 0F: 3 clusters Score -5029649 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5038695.000000 Penalty: 5208.252441
	Iteration 1F: 3 clusters Score -5038695 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5039345.500000 Penalty: 5208.252441
	Iteration 2F: 3 clusters Score -5039346 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5040027.500000 Penalty: 5208.252441
	Iteration 3Q: 3 clusters Score -5040028 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5040709.500000 Penalty: 5208.252441
	Iteration 4Q: 3 clusters Score -5040710 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5041487.500000 Penalty: 5208.252441
	Iteration 5Q: 3 clusters Score -5041488 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5042353.500000 Penalty: 5208.252441
	Iteration 6Q: 3 clusters Score -5042354 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -5043335.000000 Penalty: 5208.252441
	Iteration 7Q: 3 clusters Score -5043335 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -5044326.500000 Penalty: 5208.252441
	Iteration 8Q: 3 clusters Score -5044326 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -5045270.500000 Penalty: 5208.252441
	Iteration 9Q: 3 clusters Score -5045270 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5046181.500000 Penalty: 5208.252441
	Iteration 10Q: 3 clusters Score -5046182 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5047124.000000 Penalty: 5208.252441
	Iteration 11Q: 3 clusters Score -5047124 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5048025.000000 Penalty: 5208.252441
	Iteration 12Q: 3 clusters Score -5048025 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -5048838.000000 Penalty: 5208.252441
	Iteration 13Q: 3 clusters Score -5048838 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5049575.500000 Penalty: 5208.252441
	Iteration 14Q: 3 clusters Score -5049576 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -5050133.500000 Penalty: 5208.252441
	Iteration 15Q: 3 clusters Score -5050134 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -5050579.500000 Penalty: 5208.252441
	Iteration 16Q: 3 clusters Score -5050580 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -5050954.500000 Penalty: 5208.252441
	Iteration 17Q: 3 clusters Score -5050954 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5051275.500000 Penalty: 5208.252441
	Iteration 18Q: 3 clusters Score -5051276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -5051470.500000 Penalty: 5208.252441
	Iteration 19Q: 3 clusters Score -5051470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5051627.500000 Penalty: 5208.252441
	Iteration 20F: 3 clusters Score -5051628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5051735.000000 Penalty: 5208.252441
	Iteration 21Q: 3 clusters Score -5051735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -5051804.000000 Penalty: 5208.252441
	Iteration 22Q: 3 clusters Score -5051804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -5051884.000000 Penalty: 5208.252441
	Iteration 23Q: 3 clusters Score -5051884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5051923.500000 Penalty: 5208.252441
	Iteration 24Q: 3 clusters Score -5051924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5051959.000000 Penalty: 5208.252441
	Iteration 25Q: 3 clusters Score -5051959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5051971.500000 Penalty: 5208.252441
	Iteration 26Q: 3 clusters Score -5051972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5052000.000000 Penalty: 5208.252441
	Iteration 27Q: 3 clusters Score -5052000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -5052033.500000 Penalty: 5208.252441
	Iteration 28Q: 3 clusters Score -5052034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5052055.500000 Penalty: 5208.252441
	Iteration 29Q: 3 clusters Score -5052056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -5052075.500000 Penalty: 5208.252441
	Iteration 30Q: 3 clusters Score -5052076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -5052081.000000 Penalty: 5208.252441
	Iteration 31Q: 3 clusters Score -5052081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -5052106.500000 Penalty: 5208.252441
	Iteration 32Q: 3 clusters Score -5052106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5052123.500000 Penalty: 5208.252441
	Iteration 33Q: 3 clusters Score -5052124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5052142.500000 Penalty: 5208.252441
	Iteration 34Q: 3 clusters Score -5052142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -5052153.000000 Penalty: 5208.252441
	Iteration 35Q: 3 clusters Score -5052153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5052167.000000 Penalty: 5208.252441
	Iteration 36Q: 3 clusters Score -5052167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5052166.000000 Penalty: 5208.252441
	Iteration 37Q: 3 clusters Score -5052166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5052171.500000 Penalty: 5208.252441
	Iteration 38Q: 3 clusters Score -5052172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -5052172.000000 Penalty: 5208.252441
	Iteration 39Q: 3 clusters Score -5052172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5052175.500000 Penalty: 5208.252441
	Iteration 40F: 3 clusters Score -5052176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5052175.000000 Penalty: 5208.252441
	Iteration 41Q: 3 clusters Score -5052175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -5052174.500000 Penalty: 5208.252441
	Iteration 42Q: 3 clusters Score -5052174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5052177.500000 Penalty: 5208.252441
	Iteration 43Q: 3 clusters Score -5052178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -5052180.000000 Penalty: 5208.252441
	Iteration 44Q: 3 clusters Score -5052180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -5052182.000000 Penalty: 5208.252441
	Iteration 45Q: 3 clusters Score -5052182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5052183.500000 Penalty: 5208.252441
	Iteration 46Q: 3 clusters Score -5052184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5052184.000000 Penalty: 5208.252441
	Iteration 47Q: 3 clusters Score -5052184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5052186.500000 Penalty: 5208.252441
	Iteration 48Q: 3 clusters Score -5052186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5052193.000000 Penalty: 5208.252441
	Iteration 49Q: 3 clusters Score -5052193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5052194.000000 Penalty: 5208.252441
	Iteration 50Q: 3 clusters Score -5052194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5052191.500000 Penalty: 5208.252441
	Iteration 51Q: 3 clusters Score -5052192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5052195.500000 Penalty: 5208.252441
	Iteration 52Q: 3 clusters Score -5052196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5052199.000000 Penalty: 5208.252441
	Iteration 53Q: 3 clusters Score -5052199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -5052197.500000 Penalty: 5208.252441
	Iteration 54Q: 3 clusters Score -5052198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5052198.000000 Penalty: 5208.252441
	Iteration 55Q: 3 clusters Score -5052198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -5052197.500000 Penalty: 5208.252441
	Iteration 56Q: 3 clusters Score -5052198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -5052197.500000 Penalty: 5208.252441
	Iteration 57F: 3 clusters Score -5052198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -262888.406250 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -262888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260349.687500 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -260349.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -260774.531250 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -260774.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -260902.671875 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -260902.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -260961.734375 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -260961.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -261013.968750 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -261014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -261046.500000 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -261046.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -261064.281250 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -261064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -261072.750000 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -261072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -261079.640625 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -261079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -261081.515625 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -261081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261082.703125 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -261082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261084.937500 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -261084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261084.937500 Penalty: 3728.150879
	Iteration 12F: 3 clusters Score -261084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -347112.406250 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -347112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344155.531250 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -344155.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -345204.468750 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -345204.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -346005.750000 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -346005.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -346551.218750 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -346551.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -346786.593750 Penalty: 3912.800049
	Iteration 4F: 3 clusters Score -346786.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -346889.125000 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -346889.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -346951.000000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -346951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -347000.843750 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -347000.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -347047.843750 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -347047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -347101.343750 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -347101.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -347170.312500 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -347170.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347258.093750 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -347258.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347288.968750 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -347289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347299.875000 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -347299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347304.031250 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -347304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -347312.562500 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -347312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347317.593750 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -347317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347321.875000 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -347321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347325.281250 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -347325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -347327.187500 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -347327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347328.750000 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -347328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -347329.312500 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -347329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -347329.312500 Penalty: 3912.800049
	Iteration 22F: 3 clusters Score -347329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 1367 members 
Entering Unmasked Estep 
Score: -128932800.000000 Penalty: 98646.656250
Splitting cluster 5 changes total score from -128934000.000000 to -128932800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Entering Unmasked Estep 
Score: -2839577.250000 Penalty: 2452.253662
	Iteration 0F: 2 clusters Score -2839577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2825723.500000 Penalty: 4904.507324
	Iteration 0F: 3 clusters Score -2825724 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2830464.000000 Penalty: 4904.507324
	Iteration 1F: 3 clusters Score -2830464 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2831044.250000 Penalty: 4904.507324
	Iteration 2F: 3 clusters Score -2831044 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2831598.250000 Penalty: 4904.507324
	Iteration 3F: 3 clusters Score -2831598 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2832144.500000 Penalty: 4904.507324
	Iteration 4F: 3 clusters Score -2832144 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2832666.000000 Penalty: 4904.507324
	Iteration 5F: 3 clusters Score -2832666 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2833163.250000 Penalty: 4904.507324
	Iteration 6Q: 3 clusters Score -2833163 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2833580.750000 Penalty: 4904.507324
	Iteration 7Q: 3 clusters Score -2833581 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2833899.750000 Penalty: 4904.507324
	Iteration 8Q: 3 clusters Score -2833900 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2834139.500000 Penalty: 4904.507324
	Iteration 9Q: 3 clusters Score -2834140 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2834318.250000 Penalty: 4904.507324
	Iteration 10Q: 3 clusters Score -2834318 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2834445.000000 Penalty: 4904.507324
	Iteration 11Q: 3 clusters Score -2834445 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2834544.250000 Penalty: 4904.507324
	Iteration 12Q: 3 clusters Score -2834544 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2834603.000000 Penalty: 4904.507324
	Iteration 13Q: 3 clusters Score -2834603 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2834685.500000 Penalty: 4904.507324
	Iteration 14Q: 3 clusters Score -2834686 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2834741.000000 Penalty: 4904.507324
	Iteration 15Q: 3 clusters Score -2834741 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2834804.500000 Penalty: 4904.507324
	Iteration 16Q: 3 clusters Score -2834804 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2834878.000000 Penalty: 4904.507324
	Iteration 17Q: 3 clusters Score -2834878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2834957.000000 Penalty: 4904.507324
	Iteration 18Q: 3 clusters Score -2834957 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2835005.500000 Penalty: 4904.507324
	Iteration 19Q: 3 clusters Score -2835006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2835088.500000 Penalty: 4904.507324
	Iteration 20F: 3 clusters Score -2835088 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2835162.750000 Penalty: 4904.507324
	Iteration 21Q: 3 clusters Score -2835163 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2835258.000000 Penalty: 4904.507324
	Iteration 22Q: 3 clusters Score -2835258 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2835379.250000 Penalty: 4904.507324
	Iteration 23Q: 3 clusters Score -2835379 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2835517.250000 Penalty: 4904.507324
	Iteration 24Q: 3 clusters Score -2835517 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2835672.500000 Penalty: 4904.507324
	Iteration 25Q: 3 clusters Score -2835672 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2835834.750000 Penalty: 4904.507324
	Iteration 26Q: 3 clusters Score -2835835 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2836004.250000 Penalty: 4904.507324
	Iteration 27Q: 3 clusters Score -2836004 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2836167.000000 Penalty: 4904.507324
	Iteration 28Q: 3 clusters Score -2836167 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2836358.500000 Penalty: 4904.507324
	Iteration 29Q: 3 clusters Score -2836358 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2836530.500000 Penalty: 4904.507324
	Iteration 30Q: 3 clusters Score -2836530 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2836687.250000 Penalty: 4904.507324
	Iteration 31Q: 3 clusters Score -2836687 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2836846.250000 Penalty: 4904.507324
	Iteration 32Q: 3 clusters Score -2836846 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2836991.250000 Penalty: 4904.507324
	Iteration 33Q: 3 clusters Score -2836991 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2837120.000000 Penalty: 4904.507324
	Iteration 34Q: 3 clusters Score -2837120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2837213.000000 Penalty: 4904.507324
	Iteration 35Q: 3 clusters Score -2837213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2837300.250000 Penalty: 4904.507324
	Iteration 36Q: 3 clusters Score -2837300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2837368.500000 Penalty: 4904.507324
	Iteration 37Q: 3 clusters Score -2837368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2837443.750000 Penalty: 4904.507324
	Iteration 38Q: 3 clusters Score -2837444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2837499.500000 Penalty: 4904.507324
	Iteration 39Q: 3 clusters Score -2837500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2837551.000000 Penalty: 4904.507324
	Iteration 40F: 3 clusters Score -2837551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2837589.250000 Penalty: 4904.507324
	Iteration 41Q: 3 clusters Score -2837589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2837614.250000 Penalty: 4904.507324
	Iteration 42Q: 3 clusters Score -2837614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2837647.250000 Penalty: 4904.507324
	Iteration 43Q: 3 clusters Score -2837647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2837664.500000 Penalty: 4904.507324
	Iteration 44Q: 3 clusters Score -2837664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2837677.750000 Penalty: 4904.507324
	Iteration 45Q: 3 clusters Score -2837678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2837685.500000 Penalty: 4904.507324
	Iteration 46Q: 3 clusters Score -2837686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2837692.250000 Penalty: 4904.507324
	Iteration 47Q: 3 clusters Score -2837692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2837700.500000 Penalty: 4904.507324
	Iteration 48Q: 3 clusters Score -2837700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2837705.750000 Penalty: 4904.507324
	Iteration 49Q: 3 clusters Score -2837706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2837709.500000 Penalty: 4904.507324
	Iteration 50Q: 3 clusters Score -2837710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2837708.500000 Penalty: 4904.507324
	Iteration 51Q: 3 clusters Score -2837708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2837710.000000 Penalty: 4904.507324
	Iteration 52Q: 3 clusters Score -2837710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2837712.000000 Penalty: 4904.507324
	Iteration 53Q: 3 clusters Score -2837712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2837711.500000 Penalty: 4904.507324
	Iteration 54Q: 3 clusters Score -2837712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2837711.500000 Penalty: 4904.507324
	Iteration 55F: 3 clusters Score -2837712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -421821.875000 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -421821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -418559.187500 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -418559.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -419218.218750 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -419218.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419414.906250 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -419414.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419520.031250 Penalty: 3970.827637
	Iteration 3Q: 3 clusters Score -419520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419595.562500 Penalty: 3970.827637
	Iteration 4Q: 3 clusters Score -419595.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -419655.875000 Penalty: 3970.827637
	Iteration 5Q: 3 clusters Score -419655.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -419712.218750 Penalty: 3970.827637
	Iteration 6Q: 3 clusters Score -419712.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419761.656250 Penalty: 3970.827637
	Iteration 7Q: 3 clusters Score -419761.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -419797.343750 Penalty: 3970.827637
	Iteration 8Q: 3 clusters Score -419797.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -419829.906250 Penalty: 3970.827637
	Iteration 9Q: 3 clusters Score -419829.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -419873.937500 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -419873.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -419914.937500 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -419914.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -419941.406250 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -419941.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -419971.468750 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -419971.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -419997.375000 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -419997.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420015.875000 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -420015.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -420038.781250 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -420038.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420058.062500 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -420058.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -420071.875000 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -420071.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420084.312500 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -420084.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -420096.750000 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -420096.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -420110.468750 Penalty: 3970.827637
	Iteration 21Q: 3 clusters Score -420110.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -420123.468750 Penalty: 3970.827637
	Iteration 22Q: 3 clusters Score -420123.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -420139.187500 Penalty: 3970.827637
	Iteration 23Q: 3 clusters Score -420139.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -420152.718750 Penalty: 3970.827637
	Iteration 24Q: 3 clusters Score -420152.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -420163.031250 Penalty: 3970.827637
	Iteration 25Q: 3 clusters Score -420163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420171.406250 Penalty: 3970.827637
	Iteration 26Q: 3 clusters Score -420171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -420183.812500 Penalty: 3970.827637
	Iteration 27Q: 3 clusters Score -420183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -420188.781250 Penalty: 3970.827637
	Iteration 28Q: 3 clusters Score -420188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -420198.218750 Penalty: 3970.827637
	Iteration 29Q: 3 clusters Score -420198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -420207.625000 Penalty: 3970.827637
	Iteration 30Q: 3 clusters Score -420207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -420215.343750 Penalty: 3970.827637
	Iteration 31Q: 3 clusters Score -420215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -420223.406250 Penalty: 3970.827637
	Iteration 32Q: 3 clusters Score -420223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -420230.406250 Penalty: 3970.827637
	Iteration 33Q: 3 clusters Score -420230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -420236.312500 Penalty: 3970.827637
	Iteration 34Q: 3 clusters Score -420236.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -420244.031250 Penalty: 3970.827637
	Iteration 35Q: 3 clusters Score -420244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -420250.062500 Penalty: 3970.827637
	Iteration 36Q: 3 clusters Score -420250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -420254.343750 Penalty: 3970.827637
	Iteration 37Q: 3 clusters Score -420254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420260.343750 Penalty: 3970.827637
	Iteration 38Q: 3 clusters Score -420260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -420267.562500 Penalty: 3970.827637
	Iteration 39Q: 3 clusters Score -420267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -420273.312500 Penalty: 3970.827637
	Iteration 40F: 3 clusters Score -420273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -420275.031250 Penalty: 3970.827637
	Iteration 41Q: 3 clusters Score -420275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -420279.843750 Penalty: 3970.827637
	Iteration 42Q: 3 clusters Score -420279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -420284.500000 Penalty: 3970.827637
	Iteration 43Q: 3 clusters Score -420284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -420288.218750 Penalty: 3970.827637
	Iteration 44Q: 3 clusters Score -420288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -420290.500000 Penalty: 3970.827637
	Iteration 45Q: 3 clusters Score -420290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -420291.750000 Penalty: 3970.827637
	Iteration 46Q: 3 clusters Score -420291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420293.218750 Penalty: 3970.827637
	Iteration 47Q: 3 clusters Score -420293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -420297.343750 Penalty: 3970.827637
	Iteration 48Q: 3 clusters Score -420297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -420300.375000 Penalty: 3970.827637
	Iteration 49Q: 3 clusters Score -420300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -420301.343750 Penalty: 3970.827637
	Iteration 50Q: 3 clusters Score -420301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -420301.937500 Penalty: 3970.827637
	Iteration 51Q: 3 clusters Score -420301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -420304.625000 Penalty: 3970.827637
	Iteration 52Q: 3 clusters Score -420304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -420309.812500 Penalty: 3970.827637
	Iteration 53Q: 3 clusters Score -420309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -420311.406250 Penalty: 3970.827637
	Iteration 54Q: 3 clusters Score -420311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -420313.031250 Penalty: 3970.827637
	Iteration 55Q: 3 clusters Score -420313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -420314.562500 Penalty: 3970.827637
	Iteration 56Q: 3 clusters Score -420314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -420316.281250 Penalty: 3970.827637
	Iteration 57Q: 3 clusters Score -420316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -420315.750000 Penalty: 3970.827637
	Iteration 58Q: 3 clusters Score -420315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -420315.781250 Penalty: 3970.827637
	Iteration 59Q: 3 clusters Score -420315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -420315.562500 Penalty: 3970.827637
	Iteration 60F: 3 clusters Score -420315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Entering Unmasked Estep 
Score: -1270865.750000 Penalty: 2261.238281
	Iteration 0F: 2 clusters Score -1270866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1263825.250000 Penalty: 4522.476562
	Iteration 0F: 3 clusters Score -1263825 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1265762.125000 Penalty: 4522.476562
	Iteration 1F: 3 clusters Score -1265762 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1266053.250000 Penalty: 4522.476562
	Iteration 2F: 3 clusters Score -1266053 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1266273.000000 Penalty: 4522.476562
	Iteration 3F: 3 clusters Score -1266273 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1266462.500000 Penalty: 4522.476562
	Iteration 4Q: 3 clusters Score -1266462 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1266672.500000 Penalty: 4522.476562
	Iteration 5Q: 3 clusters Score -1266672 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1266905.000000 Penalty: 4522.476562
	Iteration 6Q: 3 clusters Score -1266905 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1267182.875000 Penalty: 4522.476562
	Iteration 7Q: 3 clusters Score -1267183 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1267443.750000 Penalty: 4522.476562
	Iteration 8Q: 3 clusters Score -1267444 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1267723.250000 Penalty: 4522.476562
	Iteration 9Q: 3 clusters Score -1267723 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1268020.625000 Penalty: 4522.476562
	Iteration 10Q: 3 clusters Score -1268021 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1268264.750000 Penalty: 4522.476562
	Iteration 11Q: 3 clusters Score -1268265 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1268455.125000 Penalty: 4522.476562
	Iteration 12Q: 3 clusters Score -1268455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1268587.625000 Penalty: 4522.476562
	Iteration 13Q: 3 clusters Score -1268588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1268693.625000 Penalty: 4522.476562
	Iteration 14Q: 3 clusters Score -1268694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1268753.125000 Penalty: 4522.476562
	Iteration 15Q: 3 clusters Score -1268753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1268796.250000 Penalty: 4522.476562
	Iteration 16Q: 3 clusters Score -1268796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1268823.750000 Penalty: 4522.476562
	Iteration 17Q: 3 clusters Score -1268824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1268838.250000 Penalty: 4522.476562
	Iteration 18Q: 3 clusters Score -1268838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1268856.625000 Penalty: 4522.476562
	Iteration 19Q: 3 clusters Score -1268857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1268879.000000 Penalty: 4522.476562
	Iteration 20F: 3 clusters Score -1268879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1268894.625000 Penalty: 4522.476562
	Iteration 21Q: 3 clusters Score -1268895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1268904.375000 Penalty: 4522.476562
	Iteration 22Q: 3 clusters Score -1268904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1268919.750000 Penalty: 4522.476562
	Iteration 23Q: 3 clusters Score -1268920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1268925.875000 Penalty: 4522.476562
	Iteration 24Q: 3 clusters Score -1268926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1268930.125000 Penalty: 4522.476562
	Iteration 25Q: 3 clusters Score -1268930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1268943.875000 Penalty: 4522.476562
	Iteration 26Q: 3 clusters Score -1268944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1268952.250000 Penalty: 4522.476562
	Iteration 27Q: 3 clusters Score -1268952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1268956.500000 Penalty: 4522.476562
	Iteration 28Q: 3 clusters Score -1268956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1268958.375000 Penalty: 4522.476562
	Iteration 29Q: 3 clusters Score -1268958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1268961.250000 Penalty: 4522.476562
	Iteration 30Q: 3 clusters Score -1268961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1268966.500000 Penalty: 4522.476562
	Iteration 31Q: 3 clusters Score -1268966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1268970.125000 Penalty: 4522.476562
	Iteration 32Q: 3 clusters Score -1268970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1268971.000000 Penalty: 4522.476562
	Iteration 33Q: 3 clusters Score -1268971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1268973.250000 Penalty: 4522.476562
	Iteration 34Q: 3 clusters Score -1268973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1268973.250000 Penalty: 4522.476562
	Iteration 35F: 3 clusters Score -1268973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -70859.132812 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -70859.13 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 351 members 
Entering Unmasked Estep 
Score: -69390.023438 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -69390.02 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69925.320312 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -69925.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70467.992188 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -70467.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -70827.242188 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -70827.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -70953.445312 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -70953.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70994.226562 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -70994.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71007.375000 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -71007.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71007.375000 Penalty: 3237.867188
	Iteration 7F: 3 clusters Score -71007.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 103 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 581 members 
Entering Unmasked Estep 
Score: -128932288.000000 Penalty: 98646.656250
Splitting cluster 9 changes total score from -128934000.000000 to -128932288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -365101.343750 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -365101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362131.687500 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -362131.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -362666.125000 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -362666.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362808.437500 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -362808.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362888.718750 Penalty: 3882.113770
	Iteration 3Q: 3 clusters Score -362888.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362951.656250 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -362951.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -363011.062500 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -363011.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -363060.468750 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -363060.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -363098.218750 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -363098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363130.312500 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -363130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -363149.781250 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -363149.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -363166.031250 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -363166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -363171.250000 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -363171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -363173.937500 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -363173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -363176.875000 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -363176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -363177.937500 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -363177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -363179.250000 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -363179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -363179.250000 Penalty: 3882.113770
	Iteration 16F: 3 clusters Score -363179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Entering Unmasked Estep 
Score: -2697786.500000 Penalty: 2439.887451
	Iteration 0F: 2 clusters Score -2697786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2684551.000000 Penalty: 4879.774902
	Iteration 0F: 3 clusters Score -2684551 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2688794.000000 Penalty: 4879.774902
	Iteration 1F: 3 clusters Score -2688794 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2689097.250000 Penalty: 4879.774902
	Iteration 2F: 3 clusters Score -2689097 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2689322.750000 Penalty: 4879.774902
	Iteration 3Q: 3 clusters Score -2689323 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2689517.250000 Penalty: 4879.774902
	Iteration 4Q: 3 clusters Score -2689517 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2689665.750000 Penalty: 4879.774902
	Iteration 5Q: 3 clusters Score -2689666 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2689805.750000 Penalty: 4879.774902
	Iteration 6Q: 3 clusters Score -2689806 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2689912.500000 Penalty: 4879.774902
	Iteration 7Q: 3 clusters Score -2689912 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2690023.000000 Penalty: 4879.774902
	Iteration 8Q: 3 clusters Score -2690023 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2690120.500000 Penalty: 4879.774902
	Iteration 9Q: 3 clusters Score -2690120 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2690204.000000 Penalty: 4879.774902
	Iteration 10Q: 3 clusters Score -2690204 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2690305.500000 Penalty: 4879.774902
	Iteration 11Q: 3 clusters Score -2690306 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2690451.750000 Penalty: 4879.774902
	Iteration 12Q: 3 clusters Score -2690452 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2690633.000000 Penalty: 4879.774902
	Iteration 13Q: 3 clusters Score -2690633 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2690851.250000 Penalty: 4879.774902
	Iteration 14Q: 3 clusters Score -2690851 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2691156.750000 Penalty: 4879.774902
	Iteration 15Q: 3 clusters Score -2691157 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2691536.500000 Penalty: 4879.774902
	Iteration 16Q: 3 clusters Score -2691536 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2692000.750000 Penalty: 4879.774902
	Iteration 17Q: 3 clusters Score -2692001 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2692584.750000 Penalty: 4879.774902
	Iteration 18Q: 3 clusters Score -2692585 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2693217.500000 Penalty: 4879.774902
	Iteration 19Q: 3 clusters Score -2693218 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2693829.250000 Penalty: 4879.774902
	Iteration 20F: 3 clusters Score -2693829 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2694399.250000 Penalty: 4879.774902
	Iteration 21Q: 3 clusters Score -2694399 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2694880.250000 Penalty: 4879.774902
	Iteration 22Q: 3 clusters Score -2694880 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2695178.250000 Penalty: 4879.774902
	Iteration 23Q: 3 clusters Score -2695178 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2695382.750000 Penalty: 4879.774902
	Iteration 24Q: 3 clusters Score -2695383 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2695525.250000 Penalty: 4879.774902
	Iteration 25Q: 3 clusters Score -2695525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2695590.000000 Penalty: 4879.774902
	Iteration 26Q: 3 clusters Score -2695590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2695623.750000 Penalty: 4879.774902
	Iteration 27Q: 3 clusters Score -2695624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2695639.000000 Penalty: 4879.774902
	Iteration 28Q: 3 clusters Score -2695639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2695651.750000 Penalty: 4879.774902
	Iteration 29Q: 3 clusters Score -2695652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2695654.000000 Penalty: 4879.774902
	Iteration 30Q: 3 clusters Score -2695654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2695658.250000 Penalty: 4879.774902
	Iteration 31Q: 3 clusters Score -2695658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2695673.500000 Penalty: 4879.774902
	Iteration 32Q: 3 clusters Score -2695674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2695688.000000 Penalty: 4879.774902
	Iteration 33Q: 3 clusters Score -2695688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2695695.500000 Penalty: 4879.774902
	Iteration 34Q: 3 clusters Score -2695696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2695697.000000 Penalty: 4879.774902
	Iteration 35Q: 3 clusters Score -2695697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2695702.500000 Penalty: 4879.774902
	Iteration 36Q: 3 clusters Score -2695702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2695705.750000 Penalty: 4879.774902
	Iteration 37Q: 3 clusters Score -2695706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2695705.750000 Penalty: 4879.774902
	Iteration 38F: 3 clusters Score -2695706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Entering Unmasked Estep 
Score: -6222841.500000 Penalty: 2641.695557
	Iteration 0F: 2 clusters Score -6222842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -6194248.500000 Penalty: 5283.391113
	Iteration 0F: 3 clusters Score -6194248 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -6204765.000000 Penalty: 5283.391113
	Iteration 1F: 3 clusters Score -6204765 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6205233.500000 Penalty: 5283.391113
	Iteration 2Q: 3 clusters Score -6205234 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -6205699.000000 Penalty: 5283.391113
	Iteration 3Q: 3 clusters Score -6205699 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -6206146.000000 Penalty: 5283.391113
	Iteration 4Q: 3 clusters Score -6206146 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6206638.500000 Penalty: 5283.391113
	Iteration 5Q: 3 clusters Score -6206638 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6207253.500000 Penalty: 5283.391113
	Iteration 6Q: 3 clusters Score -6207254 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6208212.500000 Penalty: 5283.391113
	Iteration 7Q: 3 clusters Score -6208212 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6209582.000000 Penalty: 5283.391113
	Iteration 8Q: 3 clusters Score -6209582 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -6211246.500000 Penalty: 5283.391113
	Iteration 9F: 3 clusters Score -6211246 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6213315.000000 Penalty: 5283.391113
	Iteration 10F: 3 clusters Score -6213315 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6215220.500000 Penalty: 5283.391113
	Iteration 11F: 3 clusters Score -6215220 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -6216856.000000 Penalty: 5283.391113
	Iteration 12Q: 3 clusters Score -6216856 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -6218110.500000 Penalty: 5283.391113
	Iteration 13Q: 3 clusters Score -6218110 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -6218993.000000 Penalty: 5283.391113
	Iteration 14Q: 3 clusters Score -6218993 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -6219571.500000 Penalty: 5283.391113
	Iteration 15Q: 3 clusters Score -6219572 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6219929.500000 Penalty: 5283.391113
	Iteration 16Q: 3 clusters Score -6219930 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -6220155.000000 Penalty: 5283.391113
	Iteration 17Q: 3 clusters Score -6220155 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -6220292.000000 Penalty: 5283.391113
	Iteration 18Q: 3 clusters Score -6220292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6220386.000000 Penalty: 5283.391113
	Iteration 19Q: 3 clusters Score -6220386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6220426.500000 Penalty: 5283.391113
	Iteration 20F: 3 clusters Score -6220426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6220438.000000 Penalty: 5283.391113
	Iteration 21Q: 3 clusters Score -6220438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6220464.000000 Penalty: 5283.391113
	Iteration 22Q: 3 clusters Score -6220464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -6220481.500000 Penalty: 5283.391113
	Iteration 23Q: 3 clusters Score -6220482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -6220493.000000 Penalty: 5283.391113
	Iteration 24Q: 3 clusters Score -6220493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -6220492.000000 Penalty: 5283.391113
	Iteration 25Q: 3 clusters Score -6220492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -6220505.500000 Penalty: 5283.391113
	Iteration 26Q: 3 clusters Score -6220506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6220513.500000 Penalty: 5283.391113
	Iteration 27Q: 3 clusters Score -6220514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -6220518.500000 Penalty: 5283.391113
	Iteration 28Q: 3 clusters Score -6220518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6220517.500000 Penalty: 5283.391113
	Iteration 29Q: 3 clusters Score -6220518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6220524.500000 Penalty: 5283.391113
	Iteration 30Q: 3 clusters Score -6220524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -6220531.000000 Penalty: 5283.391113
	Iteration 31Q: 3 clusters Score -6220531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -6220537.000000 Penalty: 5283.391113
	Iteration 32Q: 3 clusters Score -6220537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6220528.500000 Penalty: 5283.391113
	Iteration 33Q: 3 clusters Score -6220528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6220528.500000 Penalty: 5283.391113
	Iteration 34F: 3 clusters Score -6220528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Entering Unmasked Estep 
Score: -4236544.500000 Penalty: 2545.209961
	Iteration 0F: 2 clusters Score -4236544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4216860.000000 Penalty: 5090.419922
	Iteration 0F: 3 clusters Score -4216860 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4223699.500000 Penalty: 5090.419922
	Iteration 1F: 3 clusters Score -4223700 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4224152.500000 Penalty: 5090.419922
	Iteration 2Q: 3 clusters Score -4224152 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4224534.500000 Penalty: 5090.419922
	Iteration 3Q: 3 clusters Score -4224534 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4224973.000000 Penalty: 5090.419922
	Iteration 4Q: 3 clusters Score -4224973 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4225507.000000 Penalty: 5090.419922
	Iteration 5Q: 3 clusters Score -4225507 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4226195.000000 Penalty: 5090.419922
	Iteration 6Q: 3 clusters Score -4226195 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4227176.000000 Penalty: 5090.419922
	Iteration 7F: 3 clusters Score -4227176 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4228527.000000 Penalty: 5090.419922
	Iteration 8F: 3 clusters Score -4228527 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4230115.000000 Penalty: 5090.419922
	Iteration 9F: 3 clusters Score -4230115 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -4231571.000000 Penalty: 5090.419922
	Iteration 10F: 3 clusters Score -4231571 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4232720.500000 Penalty: 5090.419922
	Iteration 11Q: 3 clusters Score -4232720 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4233403.500000 Penalty: 5090.419922
	Iteration 12Q: 3 clusters Score -4233404 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4233803.500000 Penalty: 5090.419922
	Iteration 13Q: 3 clusters Score -4233804 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4233984.500000 Penalty: 5090.419922
	Iteration 14Q: 3 clusters Score -4233984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4234110.000000 Penalty: 5090.419922
	Iteration 15Q: 3 clusters Score -4234110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4234178.500000 Penalty: 5090.419922
	Iteration 16Q: 3 clusters Score -4234178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4234227.000000 Penalty: 5090.419922
	Iteration 17Q: 3 clusters Score -4234227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4234267.500000 Penalty: 5090.419922
	Iteration 18Q: 3 clusters Score -4234268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4234281.000000 Penalty: 5090.419922
	Iteration 19Q: 3 clusters Score -4234281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4234293.500000 Penalty: 5090.419922
	Iteration 20F: 3 clusters Score -4234294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4234309.500000 Penalty: 5090.419922
	Iteration 21Q: 3 clusters Score -4234310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4234320.500000 Penalty: 5090.419922
	Iteration 22Q: 3 clusters Score -4234320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4234324.000000 Penalty: 5090.419922
	Iteration 23Q: 3 clusters Score -4234324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4234328.500000 Penalty: 5090.419922
	Iteration 24Q: 3 clusters Score -4234328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4234343.000000 Penalty: 5090.419922
	Iteration 25Q: 3 clusters Score -4234343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4234344.500000 Penalty: 5090.419922
	Iteration 26Q: 3 clusters Score -4234344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4234349.000000 Penalty: 5090.419922
	Iteration 27Q: 3 clusters Score -4234349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4234350.500000 Penalty: 5090.419922
	Iteration 28Q: 3 clusters Score -4234350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4234355.500000 Penalty: 5090.419922
	Iteration 29Q: 3 clusters Score -4234356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -4234359.000000 Penalty: 5090.419922
	Iteration 30Q: 3 clusters Score -4234359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -4234361.500000 Penalty: 5090.419922
	Iteration 31Q: 3 clusters Score -4234362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -4234361.500000 Penalty: 5090.419922
	Iteration 32F: 3 clusters Score -4234362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -128370.546875 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -128370.5 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 477 members 
Entering Unmasked Estep 
Score: -126514.726562 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -126514.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126979.273438 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -126979.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127228.937500 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -127228.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -127475.468750 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -127475.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127835.406250 Penalty: 3411.138916
	Iteration 4F: 3 clusters Score -127835.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128137.250000 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -128137.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128214.648438 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -128214.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128261.226562 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -128261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -128300.718750 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -128300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128361.250000 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -128361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -128453.835938 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -128453.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128496.101562 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -128496.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128559.328125 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -128559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -128687.000000 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -128687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128863.828125 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -128863.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128962.375000 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -128962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128983.421875 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -128983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129021.171875 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -129021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129181.984375 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -129182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129264.140625 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -129264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -129272.023438 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -129272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129273.492188 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -129273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129279.773438 Penalty: 3411.138916
	Iteration 22Q: 3 clusters Score -129279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129279.773438 Penalty: 3411.138916
	Iteration 23F: 3 clusters Score -129279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 336 members 
Entering Unmasked Estep 
Score: -128933112.000000 Penalty: 98646.656250
Splitting cluster 14 changes total score from -128934000.000000 to -128933112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Entering Unmasked Estep 
Score: -2795902.000000 Penalty: 2460.306396
	Iteration 0F: 2 clusters Score -2795902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2781548.500000 Penalty: 4920.612793
	Iteration 0F: 3 clusters Score -2781548 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2786447.000000 Penalty: 4920.612793
	Iteration 1F: 3 clusters Score -2786447 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2786951.750000 Penalty: 4920.612793
	Iteration 2F: 3 clusters Score -2786952 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2787495.000000 Penalty: 4920.612793
	Iteration 3F: 3 clusters Score -2787495 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2788057.500000 Penalty: 4920.612793
	Iteration 4F: 3 clusters Score -2788058 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2788630.250000 Penalty: 4920.612793
	Iteration 5F: 3 clusters Score -2788630 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2789183.500000 Penalty: 4920.612793
	Iteration 6F: 3 clusters Score -2789184 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2789700.250000 Penalty: 4920.612793
	Iteration 7Q: 3 clusters Score -2789700 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2790179.250000 Penalty: 4920.612793
	Iteration 8Q: 3 clusters Score -2790179 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2790712.500000 Penalty: 4920.612793
	Iteration 9Q: 3 clusters Score -2790712 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2791265.750000 Penalty: 4920.612793
	Iteration 10Q: 3 clusters Score -2791266 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2791770.000000 Penalty: 4920.612793
	Iteration 11Q: 3 clusters Score -2791770 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2792227.250000 Penalty: 4920.612793
	Iteration 12Q: 3 clusters Score -2792227 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2792596.750000 Penalty: 4920.612793
	Iteration 13Q: 3 clusters Score -2792597 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2792876.500000 Penalty: 4920.612793
	Iteration 14Q: 3 clusters Score -2792876 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2793083.250000 Penalty: 4920.612793
	Iteration 15Q: 3 clusters Score -2793083 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2793240.000000 Penalty: 4920.612793
	Iteration 16Q: 3 clusters Score -2793240 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2793374.750000 Penalty: 4920.612793
	Iteration 17Q: 3 clusters Score -2793375 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2793502.750000 Penalty: 4920.612793
	Iteration 18Q: 3 clusters Score -2793503 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2793626.500000 Penalty: 4920.612793
	Iteration 19Q: 3 clusters Score -2793626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2793761.000000 Penalty: 4920.612793
	Iteration 20F: 3 clusters Score -2793761 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2793918.750000 Penalty: 4920.612793
	Iteration 21Q: 3 clusters Score -2793919 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2794065.500000 Penalty: 4920.612793
	Iteration 22Q: 3 clusters Score -2794066 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2794192.750000 Penalty: 4920.612793
	Iteration 23Q: 3 clusters Score -2794193 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2794347.000000 Penalty: 4920.612793
	Iteration 24Q: 3 clusters Score -2794347 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2794483.250000 Penalty: 4920.612793
	Iteration 25Q: 3 clusters Score -2794483 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2794610.750000 Penalty: 4920.612793
	Iteration 26Q: 3 clusters Score -2794611 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2794760.000000 Penalty: 4920.612793
	Iteration 27Q: 3 clusters Score -2794760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2794859.250000 Penalty: 4920.612793
	Iteration 28Q: 3 clusters Score -2794859 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2794960.000000 Penalty: 4920.612793
	Iteration 29Q: 3 clusters Score -2794960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2795053.750000 Penalty: 4920.612793
	Iteration 30Q: 3 clusters Score -2795054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2795122.250000 Penalty: 4920.612793
	Iteration 31Q: 3 clusters Score -2795122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2795185.750000 Penalty: 4920.612793
	Iteration 32Q: 3 clusters Score -2795186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2795263.250000 Penalty: 4920.612793
	Iteration 33Q: 3 clusters Score -2795263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2795323.500000 Penalty: 4920.612793
	Iteration 34Q: 3 clusters Score -2795324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2795368.750000 Penalty: 4920.612793
	Iteration 35Q: 3 clusters Score -2795369 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2795410.500000 Penalty: 4920.612793
	Iteration 36Q: 3 clusters Score -2795410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2795441.500000 Penalty: 4920.612793
	Iteration 37Q: 3 clusters Score -2795442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2795476.000000 Penalty: 4920.612793
	Iteration 38Q: 3 clusters Score -2795476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2795495.250000 Penalty: 4920.612793
	Iteration 39Q: 3 clusters Score -2795495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2795527.500000 Penalty: 4920.612793
	Iteration 40F: 3 clusters Score -2795528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2795538.500000 Penalty: 4920.612793
	Iteration 41Q: 3 clusters Score -2795538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2795544.500000 Penalty: 4920.612793
	Iteration 42Q: 3 clusters Score -2795544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2795558.000000 Penalty: 4920.612793
	Iteration 43Q: 3 clusters Score -2795558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2795568.750000 Penalty: 4920.612793
	Iteration 44Q: 3 clusters Score -2795569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2795576.500000 Penalty: 4920.612793
	Iteration 45Q: 3 clusters Score -2795576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2795584.500000 Penalty: 4920.612793
	Iteration 46Q: 3 clusters Score -2795584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2795596.750000 Penalty: 4920.612793
	Iteration 47Q: 3 clusters Score -2795597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2795600.750000 Penalty: 4920.612793
	Iteration 48Q: 3 clusters Score -2795601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2795610.500000 Penalty: 4920.612793
	Iteration 49Q: 3 clusters Score -2795610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2795610.500000 Penalty: 4920.612793
	Iteration 50Q: 3 clusters Score -2795610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2795615.250000 Penalty: 4920.612793
	Iteration 51Q: 3 clusters Score -2795615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2795620.750000 Penalty: 4920.612793
	Iteration 52Q: 3 clusters Score -2795621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2795625.000000 Penalty: 4920.612793
	Iteration 53Q: 3 clusters Score -2795625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2795625.000000 Penalty: 4920.612793
	Iteration 54F: 3 clusters Score -2795625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (203052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203052 members 
Entering Unmasked Estep 
Score: -29721454.000000 Penalty: 3030.861816
	Iteration 0F: 2 clusters Score -2.972145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -29596742.000000 Penalty: 6061.723633
	Iteration 0F: 3 clusters Score -2.959674e+07 nChanged 97462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -29653526.000000 Penalty: 6061.723633
	Iteration 1F: 3 clusters Score -2.965353e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -29654742.000000 Penalty: 6061.723633
	Iteration 2Q: 3 clusters Score -2.965474e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -29656542.000000 Penalty: 6061.723633
	Iteration 3Q: 3 clusters Score -2.965654e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -29659682.000000 Penalty: 6061.723633
	Iteration 4Q: 3 clusters Score -2.965968e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -29665552.000000 Penalty: 6061.723633
	Iteration 5F: 3 clusters Score -2.966555e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -29675026.000000 Penalty: 6061.723633
	Iteration 6F: 3 clusters Score -2.967503e+07 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -29687850.000000 Penalty: 6061.723633
	Iteration 7F: 3 clusters Score -2.968785e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -29701560.000000 Penalty: 6061.723633
	Iteration 8F: 3 clusters Score -2.970156e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -29712568.000000 Penalty: 6061.723633
	Iteration 9F: 3 clusters Score -2.971257e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -29718346.000000 Penalty: 6061.723633
	Iteration 10Q: 3 clusters Score -2.971835e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185552 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -29720476.000000 Penalty: 6061.723633
	Iteration 11Q: 3 clusters Score -2.972048e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188084 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -29721364.000000 Penalty: 6061.723633
	Iteration 12Q: 3 clusters Score -2.972136e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -29722020.000000 Penalty: 6061.723633
	Iteration 13Q: 3 clusters Score -2.972202e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -29722094.000000 Penalty: 6061.723633
	Iteration 14Q: 3 clusters Score -2.972209e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193896 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -29722172.000000 Penalty: 6061.723633
	Iteration 15Q: 3 clusters Score -2.972217e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195321 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -29722026.000000 Penalty: 6061.723633
	Iteration 16Q: 3 clusters Score -2.972203e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196540 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -29721820.000000 Penalty: 6061.723633
	Iteration 17Q: 3 clusters Score -2.972182e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197533 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -29721528.000000 Penalty: 6061.723633
	Iteration 18Q: 3 clusters Score -2.972153e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198313 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -29721194.000000 Penalty: 6061.723633
	Iteration 19Q: 3 clusters Score -2.972119e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198994 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -29720998.000000 Penalty: 6061.723633
	Iteration 20F: 3 clusters Score -2.9721e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -29720744.000000 Penalty: 6061.723633
	Iteration 21Q: 3 clusters Score -2.972074e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200093 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -29720584.000000 Penalty: 6061.723633
	Iteration 22Q: 3 clusters Score -2.972058e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200499 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -29720350.000000 Penalty: 6061.723633
	Iteration 23Q: 3 clusters Score -2.972035e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -29720278.000000 Penalty: 6061.723633
	Iteration 24Q: 3 clusters Score -2.972028e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201156 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -29720040.000000 Penalty: 6061.723633
	Iteration 25Q: 3 clusters Score -2.972004e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -29719886.000000 Penalty: 6061.723633
	Iteration 26Q: 3 clusters Score -2.971989e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -29719732.000000 Penalty: 6061.723633
	Iteration 27Q: 3 clusters Score -2.971973e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201751 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -29719734.000000 Penalty: 6061.723633
	Iteration 28Q: 3 clusters Score -2.971973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201882 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -29719676.000000 Penalty: 6061.723633
	Iteration 29Q: 3 clusters Score -2.971968e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201986 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -29719568.000000 Penalty: 6061.723633
	Iteration 30Q: 3 clusters Score -2.971957e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202065 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -29719552.000000 Penalty: 6061.723633
	Iteration 31Q: 3 clusters Score -2.971955e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202122 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29719532.000000 Penalty: 6061.723633
	Iteration 32Q: 3 clusters Score -2.971953e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202173 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -29719492.000000 Penalty: 6061.723633
	Iteration 33Q: 3 clusters Score -2.971949e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -29719472.000000 Penalty: 6061.723633
	Iteration 34Q: 3 clusters Score -2.971947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202268 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -29719468.000000 Penalty: 6061.723633
	Iteration 35Q: 3 clusters Score -2.971947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202298 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -29719436.000000 Penalty: 6061.723633
	Iteration 36Q: 3 clusters Score -2.971944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202320 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -29719438.000000 Penalty: 6061.723633
	Iteration 37Q: 3 clusters Score -2.971944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202338 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29719442.000000 Penalty: 6061.723633
	Iteration 38Q: 3 clusters Score -2.971944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29719416.000000 Penalty: 6061.723633
	Iteration 39Q: 3 clusters Score -2.971942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202370 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -29719434.000000 Penalty: 6061.723633
	Iteration 40F: 3 clusters Score -2.971943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29719444.000000 Penalty: 6061.723633
	Iteration 41Q: 3 clusters Score -2.971944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29719456.000000 Penalty: 6061.723633
	Iteration 42Q: 3 clusters Score -2.971946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29719440.000000 Penalty: 6061.723633
	Iteration 43Q: 3 clusters Score -2.971944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202392 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -29719442.000000 Penalty: 6061.723633
	Iteration 44Q: 3 clusters Score -2.971944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202398 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -29719454.000000 Penalty: 6061.723633
	Iteration 45Q: 3 clusters Score -2.971945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202406 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -29719450.000000 Penalty: 6061.723633
	Iteration 46Q: 3 clusters Score -2.971945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202416 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -29719454.000000 Penalty: 6061.723633
	Iteration 47Q: 3 clusters Score -2.971945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -29719422.000000 Penalty: 6061.723633
	Iteration 48Q: 3 clusters Score -2.971942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202435 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -29719398.000000 Penalty: 6061.723633
	Iteration 49Q: 3 clusters Score -2.97194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202445 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -29719392.000000 Penalty: 6061.723633
	Iteration 50Q: 3 clusters Score -2.971939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -29719386.000000 Penalty: 6061.723633
	Iteration 51Q: 3 clusters Score -2.971939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202457 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -29719356.000000 Penalty: 6061.723633
	Iteration 52Q: 3 clusters Score -2.971936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202459 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -29719386.000000 Penalty: 6061.723633
	Iteration 53Q: 3 clusters Score -2.971939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202462 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -29719366.000000 Penalty: 6061.723633
	Iteration 54Q: 3 clusters Score -2.971937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29719338.000000 Penalty: 6061.723633
	Iteration 55Q: 3 clusters Score -2.971934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29719350.000000 Penalty: 6061.723633
	Iteration 56Q: 3 clusters Score -2.971935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -29719350.000000 Penalty: 6061.723633
	Iteration 57Q: 3 clusters Score -2.971935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29719352.000000 Penalty: 6061.723633
	Iteration 58Q: 3 clusters Score -2.971935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202475 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -29719352.000000 Penalty: 6061.723633
	Iteration 59Q: 3 clusters Score -2.971935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202478 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -29719354.000000 Penalty: 6061.723633
	Iteration 60F: 3 clusters Score -2.971935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29719342.000000 Penalty: 6061.723633
	Iteration 61Q: 3 clusters Score -2.971934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202481 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29719358.000000 Penalty: 6061.723633
	Iteration 62Q: 3 clusters Score -2.971936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202484 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -29719330.000000 Penalty: 6061.723633
	Iteration 63Q: 3 clusters Score -2.971933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202490 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -29719340.000000 Penalty: 6061.723633
	Iteration 64Q: 3 clusters Score -2.971934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -29719340.000000 Penalty: 6061.723633
	Iteration 65Q: 3 clusters Score -2.971934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -29719340.000000 Penalty: 6061.723633
	Iteration 66Q: 3 clusters Score -2.971934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -29719340.000000 Penalty: 6061.723633
	Iteration 67F: 3 clusters Score -2.971934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -794376.125000 Penalty: 2139.792969
	Iteration 0F: 2 clusters Score -794376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -789469.875000 Penalty: 4279.585938
	Iteration 0F: 3 clusters Score -789469.9 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -790594.312500 Penalty: 4279.585938
	Iteration 1F: 3 clusters Score -790594.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -790814.812500 Penalty: 4279.585938
	Iteration 2F: 3 clusters Score -790814.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -790959.187500 Penalty: 4279.585938
	Iteration 3Q: 3 clusters Score -790959.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -791080.937500 Penalty: 4279.585938
	Iteration 4Q: 3 clusters Score -791080.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -791189.875000 Penalty: 4279.585938
	Iteration 5Q: 3 clusters Score -791189.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -791288.062500 Penalty: 4279.585938
	Iteration 6Q: 3 clusters Score -791288.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -791371.562500 Penalty: 4279.585938
	Iteration 7Q: 3 clusters Score -791371.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -791470.812500 Penalty: 4279.585938
	Iteration 8Q: 3 clusters Score -791470.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -791593.062500 Penalty: 4279.585938
	Iteration 9Q: 3 clusters Score -791593.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -791764.375000 Penalty: 4279.585938
	Iteration 10Q: 3 clusters Score -791764.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -791955.750000 Penalty: 4279.585938
	Iteration 11Q: 3 clusters Score -791955.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -792167.750000 Penalty: 4279.585938
	Iteration 12Q: 3 clusters Score -792167.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -792352.000000 Penalty: 4279.585938
	Iteration 13Q: 3 clusters Score -792352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -792499.375000 Penalty: 4279.585938
	Iteration 14Q: 3 clusters Score -792499.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -792619.062500 Penalty: 4279.585938
	Iteration 15Q: 3 clusters Score -792619.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -792712.687500 Penalty: 4279.585938
	Iteration 16Q: 3 clusters Score -792712.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -792780.562500 Penalty: 4279.585938
	Iteration 17Q: 3 clusters Score -792780.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -792845.250000 Penalty: 4279.585938
	Iteration 18Q: 3 clusters Score -792845.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -792901.000000 Penalty: 4279.585938
	Iteration 19Q: 3 clusters Score -792901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -792946.812500 Penalty: 4279.585938
	Iteration 20F: 3 clusters Score -792946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -792975.500000 Penalty: 4279.585938
	Iteration 21Q: 3 clusters Score -792975.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -792997.750000 Penalty: 4279.585938
	Iteration 22Q: 3 clusters Score -792997.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -793018.250000 Penalty: 4279.585938
	Iteration 23Q: 3 clusters Score -793018.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -793031.562500 Penalty: 4279.585938
	Iteration 24Q: 3 clusters Score -793031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -793039.000000 Penalty: 4279.585938
	Iteration 25Q: 3 clusters Score -793039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -793041.875000 Penalty: 4279.585938
	Iteration 26Q: 3 clusters Score -793041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -793045.062500 Penalty: 4279.585938
	Iteration 27Q: 3 clusters Score -793045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -793048.312500 Penalty: 4279.585938
	Iteration 28Q: 3 clusters Score -793048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -793048.125000 Penalty: 4279.585938
	Iteration 29Q: 3 clusters Score -793048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -793050.937500 Penalty: 4279.585938
	Iteration 30Q: 3 clusters Score -793050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -793054.312500 Penalty: 4279.585938
	Iteration 31Q: 3 clusters Score -793054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -793057.125000 Penalty: 4279.585938
	Iteration 32Q: 3 clusters Score -793057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -793057.312500 Penalty: 4279.585938
	Iteration 33Q: 3 clusters Score -793057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -793060.312500 Penalty: 4279.585938
	Iteration 34Q: 3 clusters Score -793060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -793063.687500 Penalty: 4279.585938
	Iteration 35Q: 3 clusters Score -793063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -793066.375000 Penalty: 4279.585938
	Iteration 36Q: 3 clusters Score -793066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -793066.812500 Penalty: 4279.585938
	Iteration 37Q: 3 clusters Score -793066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -793067.687500 Penalty: 4279.585938
	Iteration 38Q: 3 clusters Score -793067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -793066.937500 Penalty: 4279.585938
	Iteration 39Q: 3 clusters Score -793066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -793066.937500 Penalty: 4279.585938
	Iteration 40F: 3 clusters Score -793066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (139920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Entering Unmasked Estep 
Score: -20506760.000000 Penalty: 2938.509033
	Iteration 0F: 2 clusters Score -2.050676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -20416110.000000 Penalty: 5877.018066
	Iteration 0F: 3 clusters Score -2.041611e+07 nChanged 67142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -20454972.000000 Penalty: 5877.018066
	Iteration 1F: 3 clusters Score -2.045497e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -20456478.000000 Penalty: 5877.018066
	Iteration 2Q: 3 clusters Score -2.045648e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -20458694.000000 Penalty: 5877.018066
	Iteration 3Q: 3 clusters Score -2.045869e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -20462410.000000 Penalty: 5877.018066
	Iteration 4F: 3 clusters Score -2.046241e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -20468184.000000 Penalty: 5877.018066
	Iteration 5F: 3 clusters Score -2.046818e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -20476924.000000 Penalty: 5877.018066
	Iteration 6F: 3 clusters Score -2.047692e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -20487402.000000 Penalty: 5877.018066
	Iteration 7F: 3 clusters Score -2.04874e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -20495530.000000 Penalty: 5877.018066
	Iteration 8F: 3 clusters Score -2.049553e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -20500054.000000 Penalty: 5877.018066
	Iteration 9Q: 3 clusters Score -2.050005e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -20502162.000000 Penalty: 5877.018066
	Iteration 10Q: 3 clusters Score -2.050216e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -20503232.000000 Penalty: 5877.018066
	Iteration 11Q: 3 clusters Score -2.050323e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -20504074.000000 Penalty: 5877.018066
	Iteration 12Q: 3 clusters Score -2.050407e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -20504612.000000 Penalty: 5877.018066
	Iteration 13Q: 3 clusters Score -2.050461e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -20505094.000000 Penalty: 5877.018066
	Iteration 14Q: 3 clusters Score -2.050509e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -20505318.000000 Penalty: 5877.018066
	Iteration 15Q: 3 clusters Score -2.050532e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -20505550.000000 Penalty: 5877.018066
	Iteration 16Q: 3 clusters Score -2.050555e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131130 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -20505726.000000 Penalty: 5877.018066
	Iteration 17Q: 3 clusters Score -2.050573e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131864 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -20505802.000000 Penalty: 5877.018066
	Iteration 18Q: 3 clusters Score -2.05058e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -20505854.000000 Penalty: 5877.018066
	Iteration 19Q: 3 clusters Score -2.050585e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133077 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -20505786.000000 Penalty: 5877.018066
	Iteration 20F: 3 clusters Score -2.050579e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133558 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -20505832.000000 Penalty: 5877.018066
	Iteration 21Q: 3 clusters Score -2.050583e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -20505814.000000 Penalty: 5877.018066
	Iteration 22Q: 3 clusters Score -2.050581e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134261 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -20505946.000000 Penalty: 5877.018066
	Iteration 23Q: 3 clusters Score -2.050595e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -20505978.000000 Penalty: 5877.018066
	Iteration 24Q: 3 clusters Score -2.050598e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134786 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -20506012.000000 Penalty: 5877.018066
	Iteration 25Q: 3 clusters Score -2.050601e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -20506050.000000 Penalty: 5877.018066
	Iteration 26Q: 3 clusters Score -2.050605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135155 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -20506068.000000 Penalty: 5877.018066
	Iteration 27Q: 3 clusters Score -2.050607e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -20506046.000000 Penalty: 5877.018066
	Iteration 28Q: 3 clusters Score -2.050605e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -20506038.000000 Penalty: 5877.018066
	Iteration 29Q: 3 clusters Score -2.050604e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -20506034.000000 Penalty: 5877.018066
	Iteration 30Q: 3 clusters Score -2.050603e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -20506002.000000 Penalty: 5877.018066
	Iteration 31Q: 3 clusters Score -2.0506e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135773 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -20505966.000000 Penalty: 5877.018066
	Iteration 32Q: 3 clusters Score -2.050597e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -20505986.000000 Penalty: 5877.018066
	Iteration 33Q: 3 clusters Score -2.050599e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -20505968.000000 Penalty: 5877.018066
	Iteration 34Q: 3 clusters Score -2.050597e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20505978.000000 Penalty: 5877.018066
	Iteration 35Q: 3 clusters Score -2.050598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -20505966.000000 Penalty: 5877.018066
	Iteration 36Q: 3 clusters Score -2.050597e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -20505958.000000 Penalty: 5877.018066
	Iteration 37Q: 3 clusters Score -2.050596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -20505972.000000 Penalty: 5877.018066
	Iteration 38Q: 3 clusters Score -2.050597e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136199 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -20505978.000000 Penalty: 5877.018066
	Iteration 39Q: 3 clusters Score -2.050598e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -20505990.000000 Penalty: 5877.018066
	Iteration 40F: 3 clusters Score -2.050599e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136308 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -20505974.000000 Penalty: 5877.018066
	Iteration 41Q: 3 clusters Score -2.050597e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -20506002.000000 Penalty: 5877.018066
	Iteration 42Q: 3 clusters Score -2.0506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20505988.000000 Penalty: 5877.018066
	Iteration 43Q: 3 clusters Score -2.050599e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -20505976.000000 Penalty: 5877.018066
	Iteration 44Q: 3 clusters Score -2.050598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136485 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20505958.000000 Penalty: 5877.018066
	Iteration 45Q: 3 clusters Score -2.050596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -20505948.000000 Penalty: 5877.018066
	Iteration 46Q: 3 clusters Score -2.050595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136530 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -20505950.000000 Penalty: 5877.018066
	Iteration 47Q: 3 clusters Score -2.050595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136538 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -20505934.000000 Penalty: 5877.018066
	Iteration 48Q: 3 clusters Score -2.050593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -20505962.000000 Penalty: 5877.018066
	Iteration 49Q: 3 clusters Score -2.050596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20505942.000000 Penalty: 5877.018066
	Iteration 50Q: 3 clusters Score -2.050594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 51Q: 3 clusters Score -2.050593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20505924.000000 Penalty: 5877.018066
	Iteration 52Q: 3 clusters Score -2.050592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136577 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20505914.000000 Penalty: 5877.018066
	Iteration 53Q: 3 clusters Score -2.050591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 54Q: 3 clusters Score -2.050594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -20505930.000000 Penalty: 5877.018066
	Iteration 55Q: 3 clusters Score -2.050593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -20505936.000000 Penalty: 5877.018066
	Iteration 56Q: 3 clusters Score -2.050594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 57Q: 3 clusters Score -2.050594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 58Q: 3 clusters Score -2.050594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -20505934.000000 Penalty: 5877.018066
	Iteration 59Q: 3 clusters Score -2.050593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 60F: 3 clusters Score -2.050593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -20505930.000000 Penalty: 5877.018066
	Iteration 61Q: 3 clusters Score -2.050593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136618 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 62Q: 3 clusters Score -2.050594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136622 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20505946.000000 Penalty: 5877.018066
	Iteration 63Q: 3 clusters Score -2.050595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20505920.000000 Penalty: 5877.018066
	Iteration 64Q: 3 clusters Score -2.050592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136633 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -20505930.000000 Penalty: 5877.018066
	Iteration 65Q: 3 clusters Score -2.050593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 66Q: 3 clusters Score -2.050594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20505958.000000 Penalty: 5877.018066
	Iteration 67Q: 3 clusters Score -2.050596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20505958.000000 Penalty: 5877.018066
	Iteration 68Q: 3 clusters Score -2.050596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136664 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -20505942.000000 Penalty: 5877.018066
	Iteration 69Q: 3 clusters Score -2.050594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20505932.000000 Penalty: 5877.018066
	Iteration 70Q: 3 clusters Score -2.050593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 71Q: 3 clusters Score -2.050593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -20505910.000000 Penalty: 5877.018066
	Iteration 72Q: 3 clusters Score -2.050591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136709 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20505914.000000 Penalty: 5877.018066
	Iteration 73Q: 3 clusters Score -2.050591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -20505896.000000 Penalty: 5877.018066
	Iteration 74Q: 3 clusters Score -2.05059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136739 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -20505896.000000 Penalty: 5877.018066
	Iteration 75Q: 3 clusters Score -2.05059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -20505902.000000 Penalty: 5877.018066
	Iteration 76Q: 3 clusters Score -2.05059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20505904.000000 Penalty: 5877.018066
	Iteration 77Q: 3 clusters Score -2.05059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136760 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -20505916.000000 Penalty: 5877.018066
	Iteration 78Q: 3 clusters Score -2.050592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -20505914.000000 Penalty: 5877.018066
	Iteration 79Q: 3 clusters Score -2.050591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -20505890.000000 Penalty: 5877.018066
	Iteration 80F: 3 clusters Score -2.050589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -20505910.000000 Penalty: 5877.018066
	Iteration 81Q: 3 clusters Score -2.050591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136782 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -20505912.000000 Penalty: 5877.018066
	Iteration 82Q: 3 clusters Score -2.050591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136789 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20505914.000000 Penalty: 5877.018066
	Iteration 83Q: 3 clusters Score -2.050591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -20505912.000000 Penalty: 5877.018066
	Iteration 84Q: 3 clusters Score -2.050591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136802 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -20505908.000000 Penalty: 5877.018066
	Iteration 85Q: 3 clusters Score -2.050591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -20505912.000000 Penalty: 5877.018066
	Iteration 86Q: 3 clusters Score -2.050591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -20505908.000000 Penalty: 5877.018066
	Iteration 87Q: 3 clusters Score -2.050591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20505928.000000 Penalty: 5877.018066
	Iteration 88Q: 3 clusters Score -2.050593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20505924.000000 Penalty: 5877.018066
	Iteration 89Q: 3 clusters Score -2.050592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -20505942.000000 Penalty: 5877.018066
	Iteration 90Q: 3 clusters Score -2.050594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 91Q: 3 clusters Score -2.050593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136889 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -20505932.000000 Penalty: 5877.018066
	Iteration 92Q: 3 clusters Score -2.050593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136893 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 93Q: 3 clusters Score -2.050593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -20505930.000000 Penalty: 5877.018066
	Iteration 94Q: 3 clusters Score -2.050593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136897 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -20505926.000000 Penalty: 5877.018066
	Iteration 95Q: 3 clusters Score -2.050593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20505934.000000 Penalty: 5877.018066
	Iteration 96Q: 3 clusters Score -2.050593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -20505938.000000 Penalty: 5877.018066
	Iteration 97Q: 3 clusters Score -2.050594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20505940.000000 Penalty: 5877.018066
	Iteration 98Q: 3 clusters Score -2.050594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20505942.000000 Penalty: 5877.018066
	Iteration 99Q: 3 clusters Score -2.050594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20505954.000000 Penalty: 5877.018066
	Iteration 100F: 3 clusters Score -2.050595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -20505960.000000 Penalty: 5877.018066
	Iteration 101Q: 3 clusters Score -2.050596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -20505962.000000 Penalty: 5877.018066
	Iteration 102Q: 3 clusters Score -2.050596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136929 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -20505954.000000 Penalty: 5877.018066
	Iteration 103Q: 3 clusters Score -2.050595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -20505958.000000 Penalty: 5877.018066
	Iteration 104Q: 3 clusters Score -2.050596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20505956.000000 Penalty: 5877.018066
	Iteration 105Q: 3 clusters Score -2.050596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20505956.000000 Penalty: 5877.018066
	Iteration 106F: 3 clusters Score -2.050596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Entering Unmasked Estep 
Score: -14777040.000000 Penalty: 2856.032471
	Iteration 0F: 2 clusters Score -1.477704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -14710094.000000 Penalty: 5712.064941
	Iteration 0F: 3 clusters Score -1.471009e+07 nChanged 47758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -14737198.000000 Penalty: 5712.064941
	Iteration 1F: 3 clusters Score -1.47372e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -14738011.000000 Penalty: 5712.064941
	Iteration 2Q: 3 clusters Score -1.473801e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -14738773.000000 Penalty: 5712.064941
	Iteration 3Q: 3 clusters Score -1.473877e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -14739477.000000 Penalty: 5712.064941
	Iteration 4Q: 3 clusters Score -1.473948e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -14740469.000000 Penalty: 5712.064941
	Iteration 5Q: 3 clusters Score -1.474047e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -14741760.000000 Penalty: 5712.064941
	Iteration 6Q: 3 clusters Score -1.474176e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -14743693.000000 Penalty: 5712.064941
	Iteration 7Q: 3 clusters Score -1.474369e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -14746921.000000 Penalty: 5712.064941
	Iteration 8F: 3 clusters Score -1.474692e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -14751466.000000 Penalty: 5712.064941
	Iteration 9F: 3 clusters Score -1.475147e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -14757126.000000 Penalty: 5712.064941
	Iteration 10F: 3 clusters Score -1.475713e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -14762218.000000 Penalty: 5712.064941
	Iteration 11F: 3 clusters Score -1.476222e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -14765600.000000 Penalty: 5712.064941
	Iteration 12F: 3 clusters Score -1.47656e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -14767407.000000 Penalty: 5712.064941
	Iteration 13Q: 3 clusters Score -1.476741e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -14768509.000000 Penalty: 5712.064941
	Iteration 14Q: 3 clusters Score -1.476851e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -14769113.000000 Penalty: 5712.064941
	Iteration 15Q: 3 clusters Score -1.476911e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -14769689.000000 Penalty: 5712.064941
	Iteration 16Q: 3 clusters Score -1.476969e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -14770178.000000 Penalty: 5712.064941
	Iteration 17Q: 3 clusters Score -1.477018e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -14770612.000000 Penalty: 5712.064941
	Iteration 18Q: 3 clusters Score -1.477061e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -14771037.000000 Penalty: 5712.064941
	Iteration 19Q: 3 clusters Score -1.477104e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -14771410.000000 Penalty: 5712.064941
	Iteration 20F: 3 clusters Score -1.477141e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -14771796.000000 Penalty: 5712.064941
	Iteration 21Q: 3 clusters Score -1.47718e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -14772202.000000 Penalty: 5712.064941
	Iteration 22Q: 3 clusters Score -1.47722e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -14772568.000000 Penalty: 5712.064941
	Iteration 23Q: 3 clusters Score -1.477257e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -14772868.000000 Penalty: 5712.064941
	Iteration 24Q: 3 clusters Score -1.477287e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -14773145.000000 Penalty: 5712.064941
	Iteration 25Q: 3 clusters Score -1.477314e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -14773367.000000 Penalty: 5712.064941
	Iteration 26Q: 3 clusters Score -1.477337e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -14773605.000000 Penalty: 5712.064941
	Iteration 27Q: 3 clusters Score -1.47736e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -14773804.000000 Penalty: 5712.064941
	Iteration 28Q: 3 clusters Score -1.47738e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -14774041.000000 Penalty: 5712.064941
	Iteration 29Q: 3 clusters Score -1.477404e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -14774151.000000 Penalty: 5712.064941
	Iteration 30Q: 3 clusters Score -1.477415e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -14774307.000000 Penalty: 5712.064941
	Iteration 31Q: 3 clusters Score -1.477431e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -14774467.000000 Penalty: 5712.064941
	Iteration 32Q: 3 clusters Score -1.477447e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -14774627.000000 Penalty: 5712.064941
	Iteration 33Q: 3 clusters Score -1.477463e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -14774732.000000 Penalty: 5712.064941
	Iteration 34Q: 3 clusters Score -1.477473e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -14774857.000000 Penalty: 5712.064941
	Iteration 35Q: 3 clusters Score -1.477486e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -14774911.000000 Penalty: 5712.064941
	Iteration 36Q: 3 clusters Score -1.477491e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -14774980.000000 Penalty: 5712.064941
	Iteration 37Q: 3 clusters Score -1.477498e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -14775032.000000 Penalty: 5712.064941
	Iteration 38Q: 3 clusters Score -1.477503e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -14775078.000000 Penalty: 5712.064941
	Iteration 39Q: 3 clusters Score -1.477508e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -14775084.000000 Penalty: 5712.064941
	Iteration 40F: 3 clusters Score -1.477508e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -14775106.000000 Penalty: 5712.064941
	Iteration 41Q: 3 clusters Score -1.477511e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -14775181.000000 Penalty: 5712.064941
	Iteration 42Q: 3 clusters Score -1.477518e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -14775198.000000 Penalty: 5712.064941
	Iteration 43Q: 3 clusters Score -1.47752e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -14775217.000000 Penalty: 5712.064941
	Iteration 44Q: 3 clusters Score -1.477522e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -14775216.000000 Penalty: 5712.064941
	Iteration 45Q: 3 clusters Score -1.477522e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -14775244.000000 Penalty: 5712.064941
	Iteration 46Q: 3 clusters Score -1.477524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -14775250.000000 Penalty: 5712.064941
	Iteration 47Q: 3 clusters Score -1.477525e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -14775273.000000 Penalty: 5712.064941
	Iteration 48Q: 3 clusters Score -1.477527e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -14775293.000000 Penalty: 5712.064941
	Iteration 49Q: 3 clusters Score -1.477529e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14775305.000000 Penalty: 5712.064941
	Iteration 50Q: 3 clusters Score -1.47753e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -14775307.000000 Penalty: 5712.064941
	Iteration 51Q: 3 clusters Score -1.477531e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -14775291.000000 Penalty: 5712.064941
	Iteration 52Q: 3 clusters Score -1.477529e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -14775311.000000 Penalty: 5712.064941
	Iteration 53Q: 3 clusters Score -1.477531e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -14775349.000000 Penalty: 5712.064941
	Iteration 54Q: 3 clusters Score -1.477535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -14775385.000000 Penalty: 5712.064941
	Iteration 55Q: 3 clusters Score -1.477538e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -14775379.000000 Penalty: 5712.064941
	Iteration 56Q: 3 clusters Score -1.477538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14775400.000000 Penalty: 5712.064941
	Iteration 57Q: 3 clusters Score -1.47754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14775390.000000 Penalty: 5712.064941
	Iteration 58Q: 3 clusters Score -1.477539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -14775403.000000 Penalty: 5712.064941
	Iteration 59Q: 3 clusters Score -1.47754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14775418.000000 Penalty: 5712.064941
	Iteration 60F: 3 clusters Score -1.477542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -14775412.000000 Penalty: 5712.064941
	Iteration 61Q: 3 clusters Score -1.477541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -14775391.000000 Penalty: 5712.064941
	Iteration 62Q: 3 clusters Score -1.477539e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14775390.000000 Penalty: 5712.064941
	Iteration 63Q: 3 clusters Score -1.477539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -14775367.000000 Penalty: 5712.064941
	Iteration 64Q: 3 clusters Score -1.477537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14775359.000000 Penalty: 5712.064941
	Iteration 65Q: 3 clusters Score -1.477536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -14775369.000000 Penalty: 5712.064941
	Iteration 66Q: 3 clusters Score -1.477537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -14775383.000000 Penalty: 5712.064941
	Iteration 67Q: 3 clusters Score -1.477538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -14775400.000000 Penalty: 5712.064941
	Iteration 68Q: 3 clusters Score -1.47754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -14775409.000000 Penalty: 5712.064941
	Iteration 69Q: 3 clusters Score -1.477541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -14775413.000000 Penalty: 5712.064941
	Iteration 70Q: 3 clusters Score -1.477541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14775403.000000 Penalty: 5712.064941
	Iteration 71Q: 3 clusters Score -1.47754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -14775382.000000 Penalty: 5712.064941
	Iteration 72Q: 3 clusters Score -1.477538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -14775389.000000 Penalty: 5712.064941
	Iteration 73Q: 3 clusters Score -1.477539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -14775389.000000 Penalty: 5712.064941
	Iteration 74Q: 3 clusters Score -1.477539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -14775388.000000 Penalty: 5712.064941
	Iteration 75Q: 3 clusters Score -1.477539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -14775390.000000 Penalty: 5712.064941
	Iteration 76Q: 3 clusters Score -1.477539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -14775420.000000 Penalty: 5712.064941
	Iteration 77Q: 3 clusters Score -1.477542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -14775402.000000 Penalty: 5712.064941
	Iteration 78Q: 3 clusters Score -1.47754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -14775390.000000 Penalty: 5712.064941
	Iteration 79Q: 3 clusters Score -1.477539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -14775409.000000 Penalty: 5712.064941
	Iteration 80F: 3 clusters Score -1.477541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -14775395.000000 Penalty: 5712.064941
	Iteration 81Q: 3 clusters Score -1.47754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14775384.000000 Penalty: 5712.064941
	Iteration 82Q: 3 clusters Score -1.477538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14775388.000000 Penalty: 5712.064941
	Iteration 83Q: 3 clusters Score -1.477539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14775402.000000 Penalty: 5712.064941
	Iteration 84Q: 3 clusters Score -1.47754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14775413.000000 Penalty: 5712.064941
	Iteration 85Q: 3 clusters Score -1.477541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14775417.000000 Penalty: 5712.064941
	Iteration 86Q: 3 clusters Score -1.477542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14775402.000000 Penalty: 5712.064941
	Iteration 87Q: 3 clusters Score -1.47754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -14775415.000000 Penalty: 5712.064941
	Iteration 88Q: 3 clusters Score -1.477542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14775424.000000 Penalty: 5712.064941
	Iteration 89Q: 3 clusters Score -1.477542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14775414.000000 Penalty: 5712.064941
	Iteration 90Q: 3 clusters Score -1.477541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -14775420.000000 Penalty: 5712.064941
	Iteration 91Q: 3 clusters Score -1.477542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -14775418.000000 Penalty: 5712.064941
	Iteration 92Q: 3 clusters Score -1.477542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -14775429.000000 Penalty: 5712.064941
	Iteration 93Q: 3 clusters Score -1.477543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -14775421.000000 Penalty: 5712.064941
	Iteration 94Q: 3 clusters Score -1.477542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -14775447.000000 Penalty: 5712.064941
	Iteration 95Q: 3 clusters Score -1.477545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -14775438.000000 Penalty: 5712.064941
	Iteration 96Q: 3 clusters Score -1.477544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14775430.000000 Penalty: 5712.064941
	Iteration 97Q: 3 clusters Score -1.477543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -14775445.000000 Penalty: 5712.064941
	Iteration 98Q: 3 clusters Score -1.477544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -14775444.000000 Penalty: 5712.064941
	Iteration 99Q: 3 clusters Score -1.477544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -14775458.000000 Penalty: 5712.064941
	Iteration 100F: 3 clusters Score -1.477546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -14775451.000000 Penalty: 5712.064941
	Iteration 101Q: 3 clusters Score -1.477545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -14775440.000000 Penalty: 5712.064941
	Iteration 102Q: 3 clusters Score -1.477544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -14775446.000000 Penalty: 5712.064941
	Iteration 103Q: 3 clusters Score -1.477545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -14775444.000000 Penalty: 5712.064941
	Iteration 104Q: 3 clusters Score -1.477544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -14775446.000000 Penalty: 5712.064941
	Iteration 105Q: 3 clusters Score -1.477545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14775450.000000 Penalty: 5712.064941
	Iteration 106Q: 3 clusters Score -1.477545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14775446.000000 Penalty: 5712.064941
	Iteration 107Q: 3 clusters Score -1.477545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14775434.000000 Penalty: 5712.064941
	Iteration 108Q: 3 clusters Score -1.477543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14775434.000000 Penalty: 5712.064941
	Iteration 109F: 3 clusters Score -1.477543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Entering Unmasked Estep 
Score: -6892447.000000 Penalty: 2668.613525
	Iteration 0F: 2 clusters Score -6892447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6860811.500000 Penalty: 5337.227051
	Iteration 0F: 3 clusters Score -6860812 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -6872800.000000 Penalty: 5337.227051
	Iteration 1F: 3 clusters Score -6872800 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6873391.500000 Penalty: 5337.227051
	Iteration 2Q: 3 clusters Score -6873392 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -6874058.500000 Penalty: 5337.227051
	Iteration 3Q: 3 clusters Score -6874058 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6874826.000000 Penalty: 5337.227051
	Iteration 4Q: 3 clusters Score -6874826 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6875787.500000 Penalty: 5337.227051
	Iteration 5Q: 3 clusters Score -6875788 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6877024.500000 Penalty: 5337.227051
	Iteration 6Q: 3 clusters Score -6877024 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -6878586.500000 Penalty: 5337.227051
	Iteration 7F: 3 clusters Score -6878586 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6880412.500000 Penalty: 5337.227051
	Iteration 8F: 3 clusters Score -6880412 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -6882447.000000 Penalty: 5337.227051
	Iteration 9F: 3 clusters Score -6882447 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -6884415.000000 Penalty: 5337.227051
	Iteration 10F: 3 clusters Score -6884415 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -6886091.500000 Penalty: 5337.227051
	Iteration 11Q: 3 clusters Score -6886092 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6887332.000000 Penalty: 5337.227051
	Iteration 12Q: 3 clusters Score -6887332 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6888343.500000 Penalty: 5337.227051
	Iteration 13Q: 3 clusters Score -6888344 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -6889055.500000 Penalty: 5337.227051
	Iteration 14Q: 3 clusters Score -6889056 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6889520.000000 Penalty: 5337.227051
	Iteration 15Q: 3 clusters Score -6889520 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -6889744.000000 Penalty: 5337.227051
	Iteration 16Q: 3 clusters Score -6889744 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -6889869.500000 Penalty: 5337.227051
	Iteration 17Q: 3 clusters Score -6889870 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6889967.500000 Penalty: 5337.227051
	Iteration 18Q: 3 clusters Score -6889968 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6890055.500000 Penalty: 5337.227051
	Iteration 19Q: 3 clusters Score -6890056 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6890157.000000 Penalty: 5337.227051
	Iteration 20F: 3 clusters Score -6890157 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6890228.000000 Penalty: 5337.227051
	Iteration 21Q: 3 clusters Score -6890228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6890278.000000 Penalty: 5337.227051
	Iteration 22Q: 3 clusters Score -6890278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6890331.000000 Penalty: 5337.227051
	Iteration 23Q: 3 clusters Score -6890331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6890356.500000 Penalty: 5337.227051
	Iteration 24Q: 3 clusters Score -6890356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6890364.500000 Penalty: 5337.227051
	Iteration 25Q: 3 clusters Score -6890364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6890398.000000 Penalty: 5337.227051
	Iteration 26Q: 3 clusters Score -6890398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6890398.500000 Penalty: 5337.227051
	Iteration 27Q: 3 clusters Score -6890398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6890399.000000 Penalty: 5337.227051
	Iteration 28Q: 3 clusters Score -6890399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6890404.500000 Penalty: 5337.227051
	Iteration 29Q: 3 clusters Score -6890404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6890415.000000 Penalty: 5337.227051
	Iteration 30Q: 3 clusters Score -6890415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6890428.000000 Penalty: 5337.227051
	Iteration 31Q: 3 clusters Score -6890428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6890441.500000 Penalty: 5337.227051
	Iteration 32Q: 3 clusters Score -6890442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -6890444.500000 Penalty: 5337.227051
	Iteration 33Q: 3 clusters Score -6890444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6890443.000000 Penalty: 5337.227051
	Iteration 34Q: 3 clusters Score -6890443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6890440.000000 Penalty: 5337.227051
	Iteration 35Q: 3 clusters Score -6890440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6890453.000000 Penalty: 5337.227051
	Iteration 36Q: 3 clusters Score -6890453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6890450.000000 Penalty: 5337.227051
	Iteration 37Q: 3 clusters Score -6890450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6890457.000000 Penalty: 5337.227051
	Iteration 38Q: 3 clusters Score -6890457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6890463.000000 Penalty: 5337.227051
	Iteration 39Q: 3 clusters Score -6890463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6890469.500000 Penalty: 5337.227051
	Iteration 40F: 3 clusters Score -6890470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6890465.500000 Penalty: 5337.227051
	Iteration 41Q: 3 clusters Score -6890466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6890486.500000 Penalty: 5337.227051
	Iteration 42Q: 3 clusters Score -6890486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6890489.500000 Penalty: 5337.227051
	Iteration 43Q: 3 clusters Score -6890490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6890490.000000 Penalty: 5337.227051
	Iteration 44Q: 3 clusters Score -6890490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6890489.500000 Penalty: 5337.227051
	Iteration 45Q: 3 clusters Score -6890490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6890494.000000 Penalty: 5337.227051
	Iteration 46Q: 3 clusters Score -6890494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6890496.500000 Penalty: 5337.227051
	Iteration 47Q: 3 clusters Score -6890496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6890499.500000 Penalty: 5337.227051
	Iteration 48Q: 3 clusters Score -6890500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6890502.000000 Penalty: 5337.227051
	Iteration 49Q: 3 clusters Score -6890502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6890503.500000 Penalty: 5337.227051
	Iteration 50Q: 3 clusters Score -6890504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6890497.500000 Penalty: 5337.227051
	Iteration 51Q: 3 clusters Score -6890498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6890504.000000 Penalty: 5337.227051
	Iteration 52Q: 3 clusters Score -6890504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6890509.000000 Penalty: 5337.227051
	Iteration 53Q: 3 clusters Score -6890509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6890515.000000 Penalty: 5337.227051
	Iteration 54Q: 3 clusters Score -6890515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6890523.000000 Penalty: 5337.227051
	Iteration 55Q: 3 clusters Score -6890523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6890519.000000 Penalty: 5337.227051
	Iteration 56Q: 3 clusters Score -6890519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6890511.000000 Penalty: 5337.227051
	Iteration 57Q: 3 clusters Score -6890511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6890507.000000 Penalty: 5337.227051
	Iteration 58Q: 3 clusters Score -6890507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6890505.000000 Penalty: 5337.227051
	Iteration 59Q: 3 clusters Score -6890505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6890504.000000 Penalty: 5337.227051
	Iteration 60F: 3 clusters Score -6890504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6890502.000000 Penalty: 5337.227051
	Iteration 61Q: 3 clusters Score -6890502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6890501.000000 Penalty: 5337.227051
	Iteration 62Q: 3 clusters Score -6890501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6890494.500000 Penalty: 5337.227051
	Iteration 63Q: 3 clusters Score -6890494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6890502.500000 Penalty: 5337.227051
	Iteration 64Q: 3 clusters Score -6890502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6890501.000000 Penalty: 5337.227051
	Iteration 65Q: 3 clusters Score -6890501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6890512.000000 Penalty: 5337.227051
	Iteration 66Q: 3 clusters Score -6890512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6890519.500000 Penalty: 5337.227051
	Iteration 67Q: 3 clusters Score -6890520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6890520.500000 Penalty: 5337.227051
	Iteration 68Q: 3 clusters Score -6890520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6890517.000000 Penalty: 5337.227051
	Iteration 69Q: 3 clusters Score -6890517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6890519.500000 Penalty: 5337.227051
	Iteration 70Q: 3 clusters Score -6890520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6890517.500000 Penalty: 5337.227051
	Iteration 71Q: 3 clusters Score -6890518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6890522.000000 Penalty: 5337.227051
	Iteration 72Q: 3 clusters Score -6890522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6890517.500000 Penalty: 5337.227051
	Iteration 73Q: 3 clusters Score -6890518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6890519.500000 Penalty: 5337.227051
	Iteration 74Q: 3 clusters Score -6890520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6890520.000000 Penalty: 5337.227051
	Iteration 75Q: 3 clusters Score -6890520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6890517.000000 Penalty: 5337.227051
	Iteration 76Q: 3 clusters Score -6890517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6890519.000000 Penalty: 5337.227051
	Iteration 77Q: 3 clusters Score -6890519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6890520.500000 Penalty: 5337.227051
	Iteration 78Q: 3 clusters Score -6890520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6890521.500000 Penalty: 5337.227051
	Iteration 79Q: 3 clusters Score -6890522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6890525.000000 Penalty: 5337.227051
	Iteration 80F: 3 clusters Score -6890525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6890521.500000 Penalty: 5337.227051
	Iteration 81Q: 3 clusters Score -6890522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6890522.000000 Penalty: 5337.227051
	Iteration 82Q: 3 clusters Score -6890522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6890520.500000 Penalty: 5337.227051
	Iteration 83Q: 3 clusters Score -6890520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6890521.000000 Penalty: 5337.227051
	Iteration 84Q: 3 clusters Score -6890521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6890527.000000 Penalty: 5337.227051
	Iteration 85Q: 3 clusters Score -6890527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6890533.500000 Penalty: 5337.227051
	Iteration 86Q: 3 clusters Score -6890534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6890537.000000 Penalty: 5337.227051
	Iteration 87Q: 3 clusters Score -6890537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6890535.500000 Penalty: 5337.227051
	Iteration 88Q: 3 clusters Score -6890536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6890542.500000 Penalty: 5337.227051
	Iteration 89Q: 3 clusters Score -6890542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6890547.500000 Penalty: 5337.227051
	Iteration 90Q: 3 clusters Score -6890548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6890542.000000 Penalty: 5337.227051
	Iteration 91Q: 3 clusters Score -6890542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6890544.000000 Penalty: 5337.227051
	Iteration 92Q: 3 clusters Score -6890544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6890551.500000 Penalty: 5337.227051
	Iteration 93Q: 3 clusters Score -6890552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6890543.000000 Penalty: 5337.227051
	Iteration 94Q: 3 clusters Score -6890543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6890548.000000 Penalty: 5337.227051
	Iteration 95Q: 3 clusters Score -6890548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6890548.000000 Penalty: 5337.227051
	Iteration 96Q: 3 clusters Score -6890548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6890550.500000 Penalty: 5337.227051
	Iteration 97Q: 3 clusters Score -6890550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6890558.000000 Penalty: 5337.227051
	Iteration 98Q: 3 clusters Score -6890558 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6890557.500000 Penalty: 5337.227051
	Iteration 99Q: 3 clusters Score -6890558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6890555.500000 Penalty: 5337.227051
	Iteration 100F: 3 clusters Score -6890556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6890564.000000 Penalty: 5337.227051
	Iteration 101Q: 3 clusters Score -6890564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6890562.000000 Penalty: 5337.227051
	Iteration 102Q: 3 clusters Score -6890562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6890553.000000 Penalty: 5337.227051
	Iteration 103Q: 3 clusters Score -6890553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6890560.500000 Penalty: 5337.227051
	Iteration 104Q: 3 clusters Score -6890560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6890550.500000 Penalty: 5337.227051
	Iteration 105Q: 3 clusters Score -6890550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6890553.000000 Penalty: 5337.227051
	Iteration 106Q: 3 clusters Score -6890553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6890555.000000 Penalty: 5337.227051
	Iteration 107Q: 3 clusters Score -6890555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6890560.000000 Penalty: 5337.227051
	Iteration 108Q: 3 clusters Score -6890560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6890556.500000 Penalty: 5337.227051
	Iteration 109Q: 3 clusters Score -6890556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6890555.000000 Penalty: 5337.227051
	Iteration 110Q: 3 clusters Score -6890555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6890557.500000 Penalty: 5337.227051
	Iteration 111Q: 3 clusters Score -6890558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6890558.500000 Penalty: 5337.227051
	Iteration 112Q: 3 clusters Score -6890558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6890554.500000 Penalty: 5337.227051
	Iteration 113Q: 3 clusters Score -6890554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6890559.000000 Penalty: 5337.227051
	Iteration 114Q: 3 clusters Score -6890559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6890555.500000 Penalty: 5337.227051
	Iteration 115Q: 3 clusters Score -6890556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6890557.000000 Penalty: 5337.227051
	Iteration 116Q: 3 clusters Score -6890557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6890563.500000 Penalty: 5337.227051
	Iteration 117Q: 3 clusters Score -6890564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6890557.500000 Penalty: 5337.227051
	Iteration 118Q: 3 clusters Score -6890558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6890559.500000 Penalty: 5337.227051
	Iteration 119Q: 3 clusters Score -6890560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6890559.000000 Penalty: 5337.227051
	Iteration 120F: 3 clusters Score -6890559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -1121345.000000 Penalty: 2237.894775
	Iteration 0F: 2 clusters Score -1121345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1114760.625000 Penalty: 4475.789551
	Iteration 0F: 3 clusters Score -1114761 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1116979.625000 Penalty: 4475.789551
	Iteration 1F: 3 clusters Score -1116980 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1117605.000000 Penalty: 4475.789551
	Iteration 2F: 3 clusters Score -1117605 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1118205.875000 Penalty: 4475.789551
	Iteration 3F: 3 clusters Score -1118206 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1118721.375000 Penalty: 4475.789551
	Iteration 4F: 3 clusters Score -1118721 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1119142.875000 Penalty: 4475.789551
	Iteration 5F: 3 clusters Score -1119143 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1119513.000000 Penalty: 4475.789551
	Iteration 6F: 3 clusters Score -1119513 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1119852.875000 Penalty: 4475.789551
	Iteration 7Q: 3 clusters Score -1119853 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1120163.125000 Penalty: 4475.789551
	Iteration 8Q: 3 clusters Score -1120163 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1120437.625000 Penalty: 4475.789551
	Iteration 9Q: 3 clusters Score -1120438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1120627.375000 Penalty: 4475.789551
	Iteration 10Q: 3 clusters Score -1120627 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1120725.625000 Penalty: 4475.789551
	Iteration 11Q: 3 clusters Score -1120726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1120766.500000 Penalty: 4475.789551
	Iteration 12Q: 3 clusters Score -1120766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1120783.625000 Penalty: 4475.789551
	Iteration 13Q: 3 clusters Score -1120784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1120799.625000 Penalty: 4475.789551
	Iteration 14Q: 3 clusters Score -1120800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1120809.625000 Penalty: 4475.789551
	Iteration 15Q: 3 clusters Score -1120810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1120813.000000 Penalty: 4475.789551
	Iteration 16Q: 3 clusters Score -1120813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1120817.250000 Penalty: 4475.789551
	Iteration 17Q: 3 clusters Score -1120817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1120820.750000 Penalty: 4475.789551
	Iteration 18Q: 3 clusters Score -1120821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1120825.125000 Penalty: 4475.789551
	Iteration 19Q: 3 clusters Score -1120825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1120827.750000 Penalty: 4475.789551
	Iteration 20F: 3 clusters Score -1120828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1120827.750000 Penalty: 4475.789551
	Iteration 21Q: 3 clusters Score -1120828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1120828.250000 Penalty: 4475.789551
	Iteration 22Q: 3 clusters Score -1120828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1120827.750000 Penalty: 4475.789551
	Iteration 23Q: 3 clusters Score -1120828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1120828.875000 Penalty: 4475.789551
	Iteration 24Q: 3 clusters Score -1120829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1120828.875000 Penalty: 4475.789551
	Iteration 25F: 3 clusters Score -1120829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Entering Unmasked Estep 
Score: -5993965.000000 Penalty: 2638.946777
	Iteration 0F: 2 clusters Score -5993965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5965589.000000 Penalty: 5277.893555
	Iteration 0F: 3 clusters Score -5965589 nChanged 19275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5976251.000000 Penalty: 5277.893555
	Iteration 1F: 3 clusters Score -5976251 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5976780.000000 Penalty: 5277.893555
	Iteration 2Q: 3 clusters Score -5976780 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5977331.500000 Penalty: 5277.893555
	Iteration 3Q: 3 clusters Score -5977332 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -5977934.500000 Penalty: 5277.893555
	Iteration 4Q: 3 clusters Score -5977934 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5978703.000000 Penalty: 5277.893555
	Iteration 5Q: 3 clusters Score -5978703 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5979875.500000 Penalty: 5277.893555
	Iteration 6F: 3 clusters Score -5979876 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5981553.500000 Penalty: 5277.893555
	Iteration 7F: 3 clusters Score -5981554 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -5983808.000000 Penalty: 5277.893555
	Iteration 8F: 3 clusters Score -5983808 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5986445.000000 Penalty: 5277.893555
	Iteration 9F: 3 clusters Score -5986445 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5988689.500000 Penalty: 5277.893555
	Iteration 10F: 3 clusters Score -5988690 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5990098.500000 Penalty: 5277.893555
	Iteration 11Q: 3 clusters Score -5990098 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5990910.500000 Penalty: 5277.893555
	Iteration 12Q: 3 clusters Score -5990910 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5991300.000000 Penalty: 5277.893555
	Iteration 13Q: 3 clusters Score -5991300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5991447.500000 Penalty: 5277.893555
	Iteration 14Q: 3 clusters Score -5991448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5991528.500000 Penalty: 5277.893555
	Iteration 15Q: 3 clusters Score -5991528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5991574.000000 Penalty: 5277.893555
	Iteration 16Q: 3 clusters Score -5991574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5991598.000000 Penalty: 5277.893555
	Iteration 17Q: 3 clusters Score -5991598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5991615.000000 Penalty: 5277.893555
	Iteration 18Q: 3 clusters Score -5991615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5991627.000000 Penalty: 5277.893555
	Iteration 19Q: 3 clusters Score -5991627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5991646.500000 Penalty: 5277.893555
	Iteration 20F: 3 clusters Score -5991646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5991646.500000 Penalty: 5277.893555
	Iteration 21Q: 3 clusters Score -5991646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5991656.500000 Penalty: 5277.893555
	Iteration 22Q: 3 clusters Score -5991656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5991658.500000 Penalty: 5277.893555
	Iteration 23Q: 3 clusters Score -5991658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5991665.000000 Penalty: 5277.893555
	Iteration 24Q: 3 clusters Score -5991665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5991660.500000 Penalty: 5277.893555
	Iteration 25Q: 3 clusters Score -5991660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5991660.500000 Penalty: 5277.893555
	Iteration 26F: 3 clusters Score -5991660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Entering Unmasked Estep 
Score: -1755525.500000 Penalty: 2365.081299
	Iteration 0F: 2 clusters Score -1755526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1745486.750000 Penalty: 4730.162598
	Iteration 0F: 3 clusters Score -1745487 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1748778.250000 Penalty: 4730.162598
	Iteration 1F: 3 clusters Score -1748778 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1749468.500000 Penalty: 4730.162598
	Iteration 2F: 3 clusters Score -1749468 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1750153.000000 Penalty: 4730.162598
	Iteration 3F: 3 clusters Score -1750153 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1750686.750000 Penalty: 4730.162598
	Iteration 4F: 3 clusters Score -1750687 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1751130.000000 Penalty: 4730.162598
	Iteration 5F: 3 clusters Score -1751130 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1751542.250000 Penalty: 4730.162598
	Iteration 6Q: 3 clusters Score -1751542 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1751958.375000 Penalty: 4730.162598
	Iteration 7Q: 3 clusters Score -1751958 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1752351.250000 Penalty: 4730.162598
	Iteration 8Q: 3 clusters Score -1752351 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1752758.625000 Penalty: 4730.162598
	Iteration 9Q: 3 clusters Score -1752759 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1753176.000000 Penalty: 4730.162598
	Iteration 10Q: 3 clusters Score -1753176 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1753560.250000 Penalty: 4730.162598
	Iteration 11Q: 3 clusters Score -1753560 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1753914.875000 Penalty: 4730.162598
	Iteration 12Q: 3 clusters Score -1753915 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1754182.500000 Penalty: 4730.162598
	Iteration 13Q: 3 clusters Score -1754182 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1754431.000000 Penalty: 4730.162598
	Iteration 14Q: 3 clusters Score -1754431 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1754649.625000 Penalty: 4730.162598
	Iteration 15Q: 3 clusters Score -1754650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1754804.375000 Penalty: 4730.162598
	Iteration 16Q: 3 clusters Score -1754804 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1754956.500000 Penalty: 4730.162598
	Iteration 17Q: 3 clusters Score -1754956 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1755119.125000 Penalty: 4730.162598
	Iteration 18Q: 3 clusters Score -1755119 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1755284.125000 Penalty: 4730.162598
	Iteration 19Q: 3 clusters Score -1755284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1755432.625000 Penalty: 4730.162598
	Iteration 20F: 3 clusters Score -1755433 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1755513.250000 Penalty: 4730.162598
	Iteration 21Q: 3 clusters Score -1755513 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1755584.250000 Penalty: 4730.162598
	Iteration 22Q: 3 clusters Score -1755584 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1755615.750000 Penalty: 4730.162598
	Iteration 23Q: 3 clusters Score -1755616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1755629.125000 Penalty: 4730.162598
	Iteration 24Q: 3 clusters Score -1755629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1755657.625000 Penalty: 4730.162598
	Iteration 25Q: 3 clusters Score -1755658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1755680.750000 Penalty: 4730.162598
	Iteration 26Q: 3 clusters Score -1755681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1755691.750000 Penalty: 4730.162598
	Iteration 27Q: 3 clusters Score -1755692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1755703.000000 Penalty: 4730.162598
	Iteration 28Q: 3 clusters Score -1755703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1755715.000000 Penalty: 4730.162598
	Iteration 29Q: 3 clusters Score -1755715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1755734.375000 Penalty: 4730.162598
	Iteration 30Q: 3 clusters Score -1755734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1755744.750000 Penalty: 4730.162598
	Iteration 31Q: 3 clusters Score -1755745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1755754.250000 Penalty: 4730.162598
	Iteration 32Q: 3 clusters Score -1755754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1755761.125000 Penalty: 4730.162598
	Iteration 33Q: 3 clusters Score -1755761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1755772.250000 Penalty: 4730.162598
	Iteration 34Q: 3 clusters Score -1755772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1755772.875000 Penalty: 4730.162598
	Iteration 35Q: 3 clusters Score -1755773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1755780.250000 Penalty: 4730.162598
	Iteration 36Q: 3 clusters Score -1755780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1755783.000000 Penalty: 4730.162598
	Iteration 37Q: 3 clusters Score -1755783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1755785.375000 Penalty: 4730.162598
	Iteration 38Q: 3 clusters Score -1755785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1755793.625000 Penalty: 4730.162598
	Iteration 39Q: 3 clusters Score -1755794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1755791.750000 Penalty: 4730.162598
	Iteration 40F: 3 clusters Score -1755792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1755792.000000 Penalty: 4730.162598
	Iteration 41Q: 3 clusters Score -1755792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1755795.375000 Penalty: 4730.162598
	Iteration 42Q: 3 clusters Score -1755795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1755796.375000 Penalty: 4730.162598
	Iteration 43Q: 3 clusters Score -1755796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1755796.375000 Penalty: 4730.162598
	Iteration 44F: 3 clusters Score -1755796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 4697 members 
Entering Unmasked Estep 
Score: -128933136.000000 Penalty: 98646.656250
Splitting cluster 23 changes total score from -128934000.000000 to -128933136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -1581431.000000 Penalty: 2310.714844
	Iteration 0F: 2 clusters Score -1581431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1573162.125000 Penalty: 4621.429688
	Iteration 0F: 3 clusters Score -1573162 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1575574.750000 Penalty: 4621.429688
	Iteration 1F: 3 clusters Score -1575575 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1575978.750000 Penalty: 4621.429688
	Iteration 2F: 3 clusters Score -1575979 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1576339.750000 Penalty: 4621.429688
	Iteration 3F: 3 clusters Score -1576340 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1576745.375000 Penalty: 4621.429688
	Iteration 4F: 3 clusters Score -1576745 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1577184.000000 Penalty: 4621.429688
	Iteration 5F: 3 clusters Score -1577184 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1577711.750000 Penalty: 4621.429688
	Iteration 6F: 3 clusters Score -1577712 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1578253.250000 Penalty: 4621.429688
	Iteration 7F: 3 clusters Score -1578253 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1578695.750000 Penalty: 4621.429688
	Iteration 8F: 3 clusters Score -1578696 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1578997.625000 Penalty: 4621.429688
	Iteration 9Q: 3 clusters Score -1578998 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1579179.250000 Penalty: 4621.429688
	Iteration 10Q: 3 clusters Score -1579179 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1579289.000000 Penalty: 4621.429688
	Iteration 11Q: 3 clusters Score -1579289 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1579358.750000 Penalty: 4621.429688
	Iteration 12Q: 3 clusters Score -1579359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1579400.125000 Penalty: 4621.429688
	Iteration 13Q: 3 clusters Score -1579400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1579424.375000 Penalty: 4621.429688
	Iteration 14Q: 3 clusters Score -1579424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1579447.125000 Penalty: 4621.429688
	Iteration 15Q: 3 clusters Score -1579447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1579473.875000 Penalty: 4621.429688
	Iteration 16Q: 3 clusters Score -1579474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1579481.125000 Penalty: 4621.429688
	Iteration 17Q: 3 clusters Score -1579481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1579490.500000 Penalty: 4621.429688
	Iteration 18Q: 3 clusters Score -1579490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1579498.750000 Penalty: 4621.429688
	Iteration 19Q: 3 clusters Score -1579499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1579503.875000 Penalty: 4621.429688
	Iteration 20F: 3 clusters Score -1579504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1579508.000000 Penalty: 4621.429688
	Iteration 21Q: 3 clusters Score -1579508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1579509.750000 Penalty: 4621.429688
	Iteration 22Q: 3 clusters Score -1579510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1579511.875000 Penalty: 4621.429688
	Iteration 23Q: 3 clusters Score -1579512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1579516.500000 Penalty: 4621.429688
	Iteration 24Q: 3 clusters Score -1579516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1579519.625000 Penalty: 4621.429688
	Iteration 25Q: 3 clusters Score -1579520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1579519.500000 Penalty: 4621.429688
	Iteration 26Q: 3 clusters Score -1579520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1579522.750000 Penalty: 4621.429688
	Iteration 27Q: 3 clusters Score -1579523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1579525.250000 Penalty: 4621.429688
	Iteration 28Q: 3 clusters Score -1579525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1579530.000000 Penalty: 4621.429688
	Iteration 29Q: 3 clusters Score -1579530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1579532.250000 Penalty: 4621.429688
	Iteration 30Q: 3 clusters Score -1579532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1579530.125000 Penalty: 4621.429688
	Iteration 31Q: 3 clusters Score -1579530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1579528.375000 Penalty: 4621.429688
	Iteration 32Q: 3 clusters Score -1579528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1579527.625000 Penalty: 4621.429688
	Iteration 33Q: 3 clusters Score -1579528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1579527.875000 Penalty: 4621.429688
	Iteration 34Q: 3 clusters Score -1579528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1579528.500000 Penalty: 4621.429688
	Iteration 35Q: 3 clusters Score -1579528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1579524.375000 Penalty: 4621.429688
	Iteration 36Q: 3 clusters Score -1579524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1579525.375000 Penalty: 4621.429688
	Iteration 37Q: 3 clusters Score -1579525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1579527.000000 Penalty: 4621.429688
	Iteration 38Q: 3 clusters Score -1579527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1579528.000000 Penalty: 4621.429688
	Iteration 39Q: 3 clusters Score -1579528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1579530.500000 Penalty: 4621.429688
	Iteration 40F: 3 clusters Score -1579530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1579525.625000 Penalty: 4621.429688
	Iteration 41Q: 3 clusters Score -1579526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1579526.250000 Penalty: 4621.429688
	Iteration 42Q: 3 clusters Score -1579526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1579526.250000 Penalty: 4621.429688
	Iteration 43F: 3 clusters Score -1579526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -848649.562500 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -848649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -843569.875000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -843569.9 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -844842.187500 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -844842.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -845058.812500 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -845058.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -845174.437500 Penalty: 4304.516602
	Iteration 3Q: 3 clusters Score -845174.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -845252.562500 Penalty: 4304.516602
	Iteration 4Q: 3 clusters Score -845252.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -845309.062500 Penalty: 4304.516602
	Iteration 5Q: 3 clusters Score -845309.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -845366.312500 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -845366.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -845411.187500 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -845411.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -845444.250000 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -845444.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -845478.125000 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -845478.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -845518.875000 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -845518.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -845558.625000 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -845558.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -845595.562500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -845595.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -845629.375000 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -845629.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -845661.187500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -845661.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -845695.000000 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -845695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -845724.562500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -845724.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -845756.750000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -845756.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -845793.062500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -845793.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -845825.500000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -845825.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -845853.000000 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -845853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -845887.812500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -845887.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -845925.937500 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -845925.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -845959.687500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -845959.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -846002.125000 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -846002.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -846037.625000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -846037.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -846082.250000 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -846082.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -846133.812500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -846133.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -846172.875000 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -846172.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -846219.750000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -846219.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -846264.875000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -846264.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -846311.562500 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -846311.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -846358.187500 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -846358.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -846398.812500 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -846398.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -846445.750000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -846445.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -846497.875000 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -846497.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -846533.250000 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -846533.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -846566.000000 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -846566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -846584.312500 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -846584.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -846604.000000 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -846604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -846629.812500 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -846629.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -846653.937500 Penalty: 4304.516602
	Iteration 41Q: 3 clusters Score -846653.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -846671.937500 Penalty: 4304.516602
	Iteration 42Q: 3 clusters Score -846671.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -846685.312500 Penalty: 4304.516602
	Iteration 43Q: 3 clusters Score -846685.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -846695.562500 Penalty: 4304.516602
	Iteration 44Q: 3 clusters Score -846695.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -846705.812500 Penalty: 4304.516602
	Iteration 45Q: 3 clusters Score -846705.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -846720.312500 Penalty: 4304.516602
	Iteration 46Q: 3 clusters Score -846720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -846731.250000 Penalty: 4304.516602
	Iteration 47Q: 3 clusters Score -846731.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -846742.500000 Penalty: 4304.516602
	Iteration 48Q: 3 clusters Score -846742.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -846758.812500 Penalty: 4304.516602
	Iteration 49Q: 3 clusters Score -846758.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -846770.500000 Penalty: 4304.516602
	Iteration 50Q: 3 clusters Score -846770.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -846780.812500 Penalty: 4304.516602
	Iteration 51Q: 3 clusters Score -846780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -846795.375000 Penalty: 4304.516602
	Iteration 52Q: 3 clusters Score -846795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -846799.312500 Penalty: 4304.516602
	Iteration 53Q: 3 clusters Score -846799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -846805.875000 Penalty: 4304.516602
	Iteration 54Q: 3 clusters Score -846805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -846815.062500 Penalty: 4304.516602
	Iteration 55Q: 3 clusters Score -846815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -846821.062500 Penalty: 4304.516602
	Iteration 56Q: 3 clusters Score -846821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -846826.062500 Penalty: 4304.516602
	Iteration 57Q: 3 clusters Score -846826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -846827.250000 Penalty: 4304.516602
	Iteration 58Q: 3 clusters Score -846827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -846827.250000 Penalty: 4304.516602
	Iteration 59F: 3 clusters Score -846827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Entering Unmasked Estep 
Score: -5263656.500000 Penalty: 2610.992432
	Iteration 0F: 2 clusters Score -5263656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5238494.000000 Penalty: 5221.984863
	Iteration 0F: 3 clusters Score -5238494 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -5248052.000000 Penalty: 5221.984863
	Iteration 1F: 3 clusters Score -5248052 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5249356.000000 Penalty: 5221.984863
	Iteration 2F: 3 clusters Score -5249356 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5251188.000000 Penalty: 5221.984863
	Iteration 3F: 3 clusters Score -5251188 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -5253406.500000 Penalty: 5221.984863
	Iteration 4F: 3 clusters Score -5253406 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5255443.000000 Penalty: 5221.984863
	Iteration 5F: 3 clusters Score -5255443 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5256862.000000 Penalty: 5221.984863
	Iteration 6F: 3 clusters Score -5256862 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5257753.500000 Penalty: 5221.984863
	Iteration 7Q: 3 clusters Score -5257754 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5258256.000000 Penalty: 5221.984863
	Iteration 8Q: 3 clusters Score -5258256 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5258626.000000 Penalty: 5221.984863
	Iteration 9Q: 3 clusters Score -5258626 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5258900.500000 Penalty: 5221.984863
	Iteration 10Q: 3 clusters Score -5258900 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5259195.500000 Penalty: 5221.984863
	Iteration 11Q: 3 clusters Score -5259196 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5259419.500000 Penalty: 5221.984863
	Iteration 12Q: 3 clusters Score -5259420 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -5259638.000000 Penalty: 5221.984863
	Iteration 13Q: 3 clusters Score -5259638 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -5259830.000000 Penalty: 5221.984863
	Iteration 14Q: 3 clusters Score -5259830 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5260015.000000 Penalty: 5221.984863
	Iteration 15Q: 3 clusters Score -5260015 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -5260208.000000 Penalty: 5221.984863
	Iteration 16Q: 3 clusters Score -5260208 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -5260436.000000 Penalty: 5221.984863
	Iteration 17Q: 3 clusters Score -5260436 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5260572.500000 Penalty: 5221.984863
	Iteration 18Q: 3 clusters Score -5260572 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -5260740.500000 Penalty: 5221.984863
	Iteration 19Q: 3 clusters Score -5260740 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5260876.000000 Penalty: 5221.984863
	Iteration 20F: 3 clusters Score -5260876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5260938.500000 Penalty: 5221.984863
	Iteration 21Q: 3 clusters Score -5260938 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5261018.000000 Penalty: 5221.984863
	Iteration 22Q: 3 clusters Score -5261018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5261090.000000 Penalty: 5221.984863
	Iteration 23Q: 3 clusters Score -5261090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5261141.000000 Penalty: 5221.984863
	Iteration 24Q: 3 clusters Score -5261141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -5261180.500000 Penalty: 5221.984863
	Iteration 25Q: 3 clusters Score -5261180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5261222.500000 Penalty: 5221.984863
	Iteration 26Q: 3 clusters Score -5261222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5261260.500000 Penalty: 5221.984863
	Iteration 27Q: 3 clusters Score -5261260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5261281.000000 Penalty: 5221.984863
	Iteration 28Q: 3 clusters Score -5261281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5261322.500000 Penalty: 5221.984863
	Iteration 29Q: 3 clusters Score -5261322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5261357.500000 Penalty: 5221.984863
	Iteration 30Q: 3 clusters Score -5261358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5261386.000000 Penalty: 5221.984863
	Iteration 31Q: 3 clusters Score -5261386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5261412.500000 Penalty: 5221.984863
	Iteration 32Q: 3 clusters Score -5261412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -5261435.000000 Penalty: 5221.984863
	Iteration 33Q: 3 clusters Score -5261435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5261455.000000 Penalty: 5221.984863
	Iteration 34Q: 3 clusters Score -5261455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5261486.500000 Penalty: 5221.984863
	Iteration 35Q: 3 clusters Score -5261486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5261494.500000 Penalty: 5221.984863
	Iteration 36Q: 3 clusters Score -5261494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5261502.000000 Penalty: 5221.984863
	Iteration 37Q: 3 clusters Score -5261502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5261518.500000 Penalty: 5221.984863
	Iteration 38Q: 3 clusters Score -5261518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5261536.000000 Penalty: 5221.984863
	Iteration 39Q: 3 clusters Score -5261536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5261539.500000 Penalty: 5221.984863
	Iteration 40F: 3 clusters Score -5261540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5261552.500000 Penalty: 5221.984863
	Iteration 41Q: 3 clusters Score -5261552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -5261562.500000 Penalty: 5221.984863
	Iteration 42Q: 3 clusters Score -5261562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5261565.000000 Penalty: 5221.984863
	Iteration 43Q: 3 clusters Score -5261565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -5261577.500000 Penalty: 5221.984863
	Iteration 44Q: 3 clusters Score -5261578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5261572.500000 Penalty: 5221.984863
	Iteration 45Q: 3 clusters Score -5261572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -5261583.500000 Penalty: 5221.984863
	Iteration 46Q: 3 clusters Score -5261584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5261577.000000 Penalty: 5221.984863
	Iteration 47Q: 3 clusters Score -5261577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5261580.000000 Penalty: 5221.984863
	Iteration 48Q: 3 clusters Score -5261580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5261593.000000 Penalty: 5221.984863
	Iteration 49Q: 3 clusters Score -5261593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5261593.500000 Penalty: 5221.984863
	Iteration 50Q: 3 clusters Score -5261594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5261601.500000 Penalty: 5221.984863
	Iteration 51Q: 3 clusters Score -5261602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5261613.500000 Penalty: 5221.984863
	Iteration 52Q: 3 clusters Score -5261614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5261611.000000 Penalty: 5221.984863
	Iteration 53Q: 3 clusters Score -5261611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5261614.500000 Penalty: 5221.984863
	Iteration 54Q: 3 clusters Score -5261614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5261620.500000 Penalty: 5221.984863
	Iteration 55Q: 3 clusters Score -5261620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5261622.500000 Penalty: 5221.984863
	Iteration 56Q: 3 clusters Score -5261622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5261618.500000 Penalty: 5221.984863
	Iteration 57Q: 3 clusters Score -5261618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5261620.000000 Penalty: 5221.984863
	Iteration 58Q: 3 clusters Score -5261620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5261620.000000 Penalty: 5221.984863
	Iteration 59F: 3 clusters Score -5261620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -29044.164062 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -29044.16 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 122 members 
Entering Unmasked Estep 
Score: -27938.152344 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27938.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28291.597656 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -28291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28437.757812 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -28437.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28469.753906 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -28469.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28483.718750 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -28483.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28483.718750 Penalty: 2756.186768
	Iteration 5F: 3 clusters Score -28483.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -86946.484375 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -86946.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85382.281250 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -85382.28 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85910.132812 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -85910.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86276.593750 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -86276.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86617.289062 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -86617.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -86853.851562 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -86853.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86943.000000 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -86943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -86968.578125 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -86968.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -86969.835938 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -86969.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -86969.835938 Penalty: 3232.764893
	Iteration 8F: 3 clusters Score -86969.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 479 members 
Mstep: Class 29 contains 198 members 
Entering Unmasked Estep 
Score: -128932120.000000 Penalty: 98646.656250
Splitting cluster 28 changes total score from -128934000.000000 to -128932120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36334 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19695 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 28651 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20345 members 
Mstep: Class 16 contains 203052 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 18 contains 139920 members 
Mstep: Class 19 contains 100334 members 
Mstep: Class 20 contains 47124 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933960.000000 Penalty: 95245.046875
Iteration 159Q: 29 clusters Score -1.28934e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102274 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 1837 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 19700 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 42294 members 
Mstep: Class 13 contains 28682 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20365 members 
Mstep: Class 16 contains 202950 members 
Mstep: Class 17 contains 5592 members 
Mstep: Class 18 contains 140110 members 
Mstep: Class 19 contains 100283 members 
Mstep: Class 20 contains 47054 members 
Mstep: Class 21 contains 8309 members 
Mstep: Class 22 contains 41888 members 
Mstep: Class 23 contains 13889 members 
Mstep: Class 24 contains 11135 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37332 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933816.000000 Penalty: 95245.046875
Iteration 160F: 29 clusters Score -1.289338e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36349 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 9121 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18735 members 
Mstep: Class 12 contains 42308 members 
Mstep: Class 13 contains 28727 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20385 members 
Mstep: Class 16 contains 202878 members 
Mstep: Class 17 contains 5594 members 
Mstep: Class 18 contains 140292 members 
Mstep: Class 19 contains 100231 members 
Mstep: Class 20 contains 46984 members 
Mstep: Class 21 contains 8322 members 
Mstep: Class 22 contains 41954 members 
Mstep: Class 23 contains 13920 members 
Mstep: Class 24 contains 11139 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37307 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933888.000000 Penalty: 95245.046875
Iteration 161Q: 29 clusters Score -1.289339e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36358 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19707 members 
Mstep: Class 7 contains 3011 members 
Mstep: Class 8 contains 9115 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 42320 members 
Mstep: Class 13 contains 28781 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20384 members 
Mstep: Class 16 contains 202824 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 140455 members 
Mstep: Class 19 contains 100206 members 
Mstep: Class 20 contains 46922 members 
Mstep: Class 21 contains 8335 members 
Mstep: Class 22 contains 42021 members 
Mstep: Class 23 contains 13965 members 
Mstep: Class 24 contains 11144 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37283 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934080.000000 Penalty: 95245.046875
Iteration 162Q: 29 clusters Score -1.289341e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36374 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19714 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18724 members 
Mstep: Class 12 contains 42335 members 
Mstep: Class 13 contains 28824 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 202771 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 140655 members 
Mstep: Class 19 contains 100176 members 
Mstep: Class 20 contains 46859 members 
Mstep: Class 21 contains 8356 members 
Mstep: Class 22 contains 42088 members 
Mstep: Class 23 contains 13996 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37262 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934120.000000 Penalty: 95245.046875
Iteration 163Q: 29 clusters Score -1.289341e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 19719 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18725 members 
Mstep: Class 12 contains 42334 members 
Mstep: Class 13 contains 28878 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20363 members 
Mstep: Class 16 contains 202739 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 140861 members 
Mstep: Class 19 contains 100125 members 
Mstep: Class 20 contains 46814 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 42138 members 
Mstep: Class 23 contains 14023 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934216.000000 Penalty: 95245.046875
Iteration 164Q: 29 clusters Score -1.289342e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36381 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19720 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18731 members 
Mstep: Class 12 contains 42342 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20344 members 
Mstep: Class 16 contains 202672 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 141086 members 
Mstep: Class 19 contains 100077 members 
Mstep: Class 20 contains 46773 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 42199 members 
Mstep: Class 23 contains 14059 members 
Mstep: Class 24 contains 11154 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37218 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934488.000000 Penalty: 95245.046875
Iteration 165Q: 29 clusters Score -1.289345e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36399 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19719 members 
Mstep: Class 7 contains 3031 members 
Mstep: Class 8 contains 9107 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18739 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20308 members 
Mstep: Class 16 contains 202600 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 141286 members 
Mstep: Class 19 contains 100037 members 
Mstep: Class 20 contains 46735 members 
Mstep: Class 21 contains 8429 members 
Mstep: Class 22 contains 42248 members 
Mstep: Class 23 contains 14097 members 
Mstep: Class 24 contains 11159 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37198 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934544.000000 Penalty: 95245.046875
Iteration 166Q: 29 clusters Score -1.289345e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36409 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 9105 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18741 members 
Mstep: Class 12 contains 42385 members 
Mstep: Class 13 contains 28999 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20284 members 
Mstep: Class 16 contains 202508 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 141531 members 
Mstep: Class 19 contains 100019 members 
Mstep: Class 20 contains 46695 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 42283 members 
Mstep: Class 23 contains 14128 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37176 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934720.000000 Penalty: 95245.046875
Iteration 167Q: 29 clusters Score -1.289347e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36428 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 9097 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18742 members 
Mstep: Class 12 contains 42414 members 
Mstep: Class 13 contains 29041 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20267 members 
Mstep: Class 16 contains 202467 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 141713 members 
Mstep: Class 19 contains 99997 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 8459 members 
Mstep: Class 22 contains 42312 members 
Mstep: Class 23 contains 14160 members 
Mstep: Class 24 contains 11168 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37161 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934632.000000 Penalty: 95245.046875
Iteration 168Q: 29 clusters Score -1.289346e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36446 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19735 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 9096 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18734 members 
Mstep: Class 12 contains 42438 members 
Mstep: Class 13 contains 29069 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20244 members 
Mstep: Class 16 contains 202351 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 141909 members 
Mstep: Class 19 contains 99993 members 
Mstep: Class 20 contains 46623 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 42339 members 
Mstep: Class 23 contains 14207 members 
Mstep: Class 24 contains 11173 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37150 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934672.000000 Penalty: 95245.046875
Iteration 169Q: 29 clusters Score -1.289347e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 19741 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 9095 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18736 members 
Mstep: Class 12 contains 42466 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20229 members 
Mstep: Class 16 contains 202267 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 142110 members 
Mstep: Class 19 contains 99959 members 
Mstep: Class 20 contains 46592 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 42370 members 
Mstep: Class 23 contains 14241 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37139 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934504.000000 Penalty: 95245.046875
Iteration 170Q: 29 clusters Score -1.289345e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36475 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19748 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 9092 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 42471 members 
Mstep: Class 13 contains 29115 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20234 members 
Mstep: Class 16 contains 202151 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 142352 members 
Mstep: Class 19 contains 99918 members 
Mstep: Class 20 contains 46541 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 42419 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37123 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934768.000000 Penalty: 95245.046875
Iteration 171Q: 29 clusters Score -1.289348e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36493 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19753 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 9089 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 18739 members 
Mstep: Class 12 contains 42479 members 
Mstep: Class 13 contains 29133 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 202020 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 142572 members 
Mstep: Class 19 contains 99898 members 
Mstep: Class 20 contains 46503 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 42487 members 
Mstep: Class 23 contains 14306 members 
Mstep: Class 24 contains 11183 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 37110 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935168.000000 Penalty: 95245.046875
Iteration 172Q: 29 clusters Score -1.289352e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36503 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19758 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 18739 members 
Mstep: Class 12 contains 42493 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 201932 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 142775 members 
Mstep: Class 19 contains 99856 members 
Mstep: Class 20 contains 46461 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 42553 members 
Mstep: Class 23 contains 14335 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 37103 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935440.000000 Penalty: 95245.046875
Iteration 173Q: 29 clusters Score -1.289354e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36513 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19763 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 9095 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 42500 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 201836 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 142986 members 
Mstep: Class 19 contains 99829 members 
Mstep: Class 20 contains 46428 members 
Mstep: Class 21 contains 8567 members 
Mstep: Class 22 contains 42611 members 
Mstep: Class 23 contains 14369 members 
Mstep: Class 24 contains 11189 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 37089 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935520.000000 Penalty: 95245.046875
Iteration 174Q: 29 clusters Score -1.289355e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36528 members 
Mstep: Class 4 contains 1837 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 9096 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 42516 members 
Mstep: Class 13 contains 29218 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20190 members 
Mstep: Class 16 contains 201743 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 143219 members 
Mstep: Class 19 contains 99812 members 
Mstep: Class 20 contains 46382 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 42658 members 
Mstep: Class 23 contains 14403 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 37079 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935584.000000 Penalty: 95245.046875
Iteration 175Q: 29 clusters Score -1.289356e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36546 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 18784 members 
Mstep: Class 12 contains 42520 members 
Mstep: Class 13 contains 29243 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20156 members 
Mstep: Class 16 contains 201670 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 143453 members 
Mstep: Class 19 contains 99814 members 
Mstep: Class 20 contains 46353 members 
Mstep: Class 21 contains 8617 members 
Mstep: Class 22 contains 42689 members 
Mstep: Class 23 contains 14449 members 
Mstep: Class 24 contains 11197 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 37060 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935512.000000 Penalty: 95245.046875
Iteration 176Q: 29 clusters Score -1.289355e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36582 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 19766 members 
Mstep: Class 7 contains 3090 members 
Mstep: Class 8 contains 9095 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 18797 members 
Mstep: Class 12 contains 42528 members 
Mstep: Class 13 contains 29262 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 201611 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 143681 members 
Mstep: Class 19 contains 99780 members 
Mstep: Class 20 contains 46304 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 42721 members 
Mstep: Class 23 contains 14488 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 37050 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935504.000000 Penalty: 95245.046875
Iteration 177Q: 29 clusters Score -1.289355e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36602 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 19768 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 42533 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20107 members 
Mstep: Class 16 contains 201523 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 143931 members 
Mstep: Class 19 contains 99765 members 
Mstep: Class 20 contains 46252 members 
Mstep: Class 21 contains 8668 members 
Mstep: Class 22 contains 42734 members 
Mstep: Class 23 contains 14519 members 
Mstep: Class 24 contains 11204 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 37041 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935360.000000 Penalty: 95245.046875
Iteration 178Q: 29 clusters Score -1.289354e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36619 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 19769 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 18832 members 
Mstep: Class 12 contains 42529 members 
Mstep: Class 13 contains 29272 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20106 members 
Mstep: Class 16 contains 201513 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 144138 members 
Mstep: Class 19 contains 99758 members 
Mstep: Class 20 contains 46200 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 42746 members 
Mstep: Class 23 contains 14545 members 
Mstep: Class 24 contains 11211 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 37032 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935856.000000 Penalty: 95245.046875
Iteration 179Q: 29 clusters Score -1.289359e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36633 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 19772 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 18849 members 
Mstep: Class 12 contains 42534 members 
Mstep: Class 13 contains 29280 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 201484 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 144351 members 
Mstep: Class 19 contains 99734 members 
Mstep: Class 20 contains 46150 members 
Mstep: Class 21 contains 8702 members 
Mstep: Class 22 contains 42754 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 11218 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 37018 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936200.000000 Penalty: 95245.046875
Iteration 180F: 29 clusters Score -1.289362e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36654 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19780 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 9106 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 18864 members 
Mstep: Class 12 contains 42547 members 
Mstep: Class 13 contains 29300 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20049 members 
Mstep: Class 16 contains 201449 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 144549 members 
Mstep: Class 19 contains 99722 members 
Mstep: Class 20 contains 46107 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 42759 members 
Mstep: Class 23 contains 14622 members 
Mstep: Class 24 contains 11225 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 37011 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936184.000000 Penalty: 95245.046875
Iteration 181Q: 29 clusters Score -1.289362e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36672 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19788 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 9105 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 42566 members 
Mstep: Class 13 contains 29318 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 20029 members 
Mstep: Class 16 contains 201385 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 144758 members 
Mstep: Class 19 contains 99703 members 
Mstep: Class 20 contains 46053 members 
Mstep: Class 21 contains 8740 members 
Mstep: Class 22 contains 42773 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 11231 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36998 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936056.000000 Penalty: 95245.046875
Iteration 182Q: 29 clusters Score -1.289361e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36681 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19794 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 9106 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 42583 members 
Mstep: Class 13 contains 29333 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20024 members 
Mstep: Class 16 contains 201292 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 144984 members 
Mstep: Class 19 contains 99685 members 
Mstep: Class 20 contains 45982 members 
Mstep: Class 21 contains 8763 members 
Mstep: Class 22 contains 42796 members 
Mstep: Class 23 contains 14697 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36984 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936080.000000 Penalty: 95245.046875
Iteration 183Q: 29 clusters Score -1.289361e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36705 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19804 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 9107 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 42602 members 
Mstep: Class 13 contains 29337 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 201221 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 145201 members 
Mstep: Class 19 contains 99670 members 
Mstep: Class 20 contains 45917 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 42814 members 
Mstep: Class 23 contains 14744 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36971 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935856.000000 Penalty: 95245.046875
Iteration 184Q: 29 clusters Score -1.289359e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36727 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 9106 members 
Mstep: Class 9 contains 713 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 18909 members 
Mstep: Class 12 contains 42608 members 
Mstep: Class 13 contains 29357 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20018 members 
Mstep: Class 16 contains 201146 members 
Mstep: Class 17 contains 5634 members 
Mstep: Class 18 contains 145415 members 
Mstep: Class 19 contains 99646 members 
Mstep: Class 20 contains 45857 members 
Mstep: Class 21 contains 8806 members 
Mstep: Class 22 contains 42826 members 
Mstep: Class 23 contains 14778 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36957 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935840.000000 Penalty: 95245.046875
Iteration 185Q: 29 clusters Score -1.289358e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36742 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 19819 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 9102 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 42616 members 
Mstep: Class 13 contains 29382 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20008 members 
Mstep: Class 16 contains 201055 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 145656 members 
Mstep: Class 19 contains 99621 members 
Mstep: Class 20 contains 45795 members 
Mstep: Class 21 contains 8825 members 
Mstep: Class 22 contains 42838 members 
Mstep: Class 23 contains 14828 members 
Mstep: Class 24 contains 11243 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36939 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935672.000000 Penalty: 95245.046875
Iteration 186Q: 29 clusters Score -1.289357e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36761 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 19831 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 9105 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 42632 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20003 members 
Mstep: Class 16 contains 200944 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 18 contains 145902 members 
Mstep: Class 19 contains 99608 members 
Mstep: Class 20 contains 45734 members 
Mstep: Class 21 contains 8838 members 
Mstep: Class 22 contains 42844 members 
Mstep: Class 23 contains 14865 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36926 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935704.000000 Penalty: 95245.046875
Iteration 187Q: 29 clusters Score -1.289357e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36770 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 19837 members 
Mstep: Class 7 contains 3133 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 18970 members 
Mstep: Class 12 contains 42658 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 19986 members 
Mstep: Class 16 contains 200858 members 
Mstep: Class 17 contains 5639 members 
Mstep: Class 18 contains 146133 members 
Mstep: Class 19 contains 99598 members 
Mstep: Class 20 contains 45672 members 
Mstep: Class 21 contains 8853 members 
Mstep: Class 22 contains 42859 members 
Mstep: Class 23 contains 14911 members 
Mstep: Class 24 contains 11247 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 36905 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935544.000000 Penalty: 95245.046875
Iteration 188Q: 29 clusters Score -1.289355e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36776 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19844 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 723 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 18984 members 
Mstep: Class 12 contains 42689 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 19996 members 
Mstep: Class 16 contains 200773 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 146345 members 
Mstep: Class 19 contains 99566 members 
Mstep: Class 20 contains 45613 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 42887 members 
Mstep: Class 23 contains 14945 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 36882 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935744.000000 Penalty: 95245.046875
Iteration 189Q: 29 clusters Score -1.289357e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36777 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19851 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19003 members 
Mstep: Class 12 contains 42713 members 
Mstep: Class 13 contains 29482 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 20005 members 
Mstep: Class 16 contains 200696 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 146527 members 
Mstep: Class 19 contains 99518 members 
Mstep: Class 20 contains 45567 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 42918 members 
Mstep: Class 23 contains 14974 members 
Mstep: Class 24 contains 11259 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 36871 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935672.000000 Penalty: 95245.046875
Iteration 190Q: 29 clusters Score -1.289357e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36795 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 19855 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 42738 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 200622 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 146724 members 
Mstep: Class 19 contains 99468 members 
Mstep: Class 20 contains 45527 members 
Mstep: Class 21 contains 8897 members 
Mstep: Class 22 contains 42940 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 11267 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 36847 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936000.000000 Penalty: 95245.046875
Iteration 191Q: 29 clusters Score -1.28936e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 36798 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 19864 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 9121 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19037 members 
Mstep: Class 12 contains 42756 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 19986 members 
Mstep: Class 16 contains 200547 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 146957 members 
Mstep: Class 19 contains 99426 members 
Mstep: Class 20 contains 45478 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 42956 members 
Mstep: Class 23 contains 15053 members 
Mstep: Class 24 contains 11273 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 36830 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936112.000000 Penalty: 95245.046875
Iteration 192Q: 29 clusters Score -1.289361e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 869 members 
Mstep: Class 3 contains 36819 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 19873 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19058 members 
Mstep: Class 12 contains 42774 members 
Mstep: Class 13 contains 29608 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 19966 members 
Mstep: Class 16 contains 200481 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 147186 members 
Mstep: Class 19 contains 99380 members 
Mstep: Class 20 contains 45424 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 42976 members 
Mstep: Class 23 contains 15094 members 
Mstep: Class 24 contains 11279 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 36819 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936296.000000 Penalty: 95245.046875
Iteration 193Q: 29 clusters Score -1.289363e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36835 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 19886 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 42789 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 200386 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 147434 members 
Mstep: Class 19 contains 99340 members 
Mstep: Class 20 contains 45376 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 42978 members 
Mstep: Class 23 contains 15135 members 
Mstep: Class 24 contains 11282 members 
Mstep: Class 25 contains 5873 members 
Mstep: Class 26 contains 36795 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936376.000000 Penalty: 95245.046875
Iteration 194Q: 29 clusters Score -1.289364e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36840 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19893 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19071 members 
Mstep: Class 12 contains 42806 members 
Mstep: Class 13 contains 29668 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 19976 members 
Mstep: Class 16 contains 200313 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 147677 members 
Mstep: Class 19 contains 99309 members 
Mstep: Class 20 contains 45330 members 
Mstep: Class 21 contains 8939 members 
Mstep: Class 22 contains 42967 members 
Mstep: Class 23 contains 15174 members 
Mstep: Class 24 contains 11285 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36770 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936544.000000 Penalty: 95245.046875
Iteration 195Q: 29 clusters Score -1.289365e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36850 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 19896 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19088 members 
Mstep: Class 12 contains 42828 members 
Mstep: Class 13 contains 29705 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 19982 members 
Mstep: Class 16 contains 200229 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 147913 members 
Mstep: Class 19 contains 99265 members 
Mstep: Class 20 contains 45293 members 
Mstep: Class 21 contains 8947 members 
Mstep: Class 22 contains 42968 members 
Mstep: Class 23 contains 15200 members 
Mstep: Class 24 contains 11292 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36746 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936584.000000 Penalty: 95245.046875
Iteration 196Q: 29 clusters Score -1.289366e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36860 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19899 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 9127 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 42846 members 
Mstep: Class 13 contains 29749 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 200150 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 148127 members 
Mstep: Class 19 contains 99229 members 
Mstep: Class 20 contains 45245 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 42968 members 
Mstep: Class 23 contains 15223 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 36728 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936512.000000 Penalty: 95245.046875
Iteration 197Q: 29 clusters Score -1.289365e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36863 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 19903 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 19113 members 
Mstep: Class 12 contains 42860 members 
Mstep: Class 13 contains 29796 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 19987 members 
Mstep: Class 16 contains 200061 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 148315 members 
Mstep: Class 19 contains 99188 members 
Mstep: Class 20 contains 45201 members 
Mstep: Class 21 contains 8961 members 
Mstep: Class 22 contains 42979 members 
Mstep: Class 23 contains 15251 members 
Mstep: Class 24 contains 11306 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 36705 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936320.000000 Penalty: 95245.046875
Iteration 198Q: 29 clusters Score -1.289363e+08 nChanged 926
Entering ConstructFrom: 
Score: -128936320.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (94443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Entering Unmasked Estep 
Score: -13912123.000000 Penalty: 2841.026367
	Iteration 0F: 2 clusters Score -1.391212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -13849318.000000 Penalty: 5682.052734
	Iteration 0F: 3 clusters Score -1.384932e+07 nChanged 44504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -13874600.000000 Penalty: 5682.052734
	Iteration 1F: 3 clusters Score -1.38746e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -13875215.000000 Penalty: 5682.052734
	Iteration 2Q: 3 clusters Score -1.387522e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -13875979.000000 Penalty: 5682.052734
	Iteration 3Q: 3 clusters Score -1.387598e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -13876824.000000 Penalty: 5682.052734
	Iteration 4Q: 3 clusters Score -1.387682e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -13878106.000000 Penalty: 5682.052734
	Iteration 5Q: 3 clusters Score -1.387811e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -13879905.000000 Penalty: 5682.052734
	Iteration 6Q: 3 clusters Score -1.38799e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -13882613.000000 Penalty: 5682.052734
	Iteration 7F: 3 clusters Score -1.388261e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -13886926.000000 Penalty: 5682.052734
	Iteration 8F: 3 clusters Score -1.388693e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -13892311.000000 Penalty: 5682.052734
	Iteration 9F: 3 clusters Score -1.389231e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -13897792.000000 Penalty: 5682.052734
	Iteration 10F: 3 clusters Score -1.389779e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -13902407.000000 Penalty: 5682.052734
	Iteration 11F: 3 clusters Score -1.390241e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -13905620.000000 Penalty: 5682.052734
	Iteration 12Q: 3 clusters Score -1.390562e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -13907469.000000 Penalty: 5682.052734
	Iteration 13Q: 3 clusters Score -1.390747e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -13908493.000000 Penalty: 5682.052734
	Iteration 14Q: 3 clusters Score -1.390849e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -13909288.000000 Penalty: 5682.052734
	Iteration 15Q: 3 clusters Score -1.390929e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -13909665.000000 Penalty: 5682.052734
	Iteration 16Q: 3 clusters Score -1.390966e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -13909928.000000 Penalty: 5682.052734
	Iteration 17Q: 3 clusters Score -1.390993e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -13910093.000000 Penalty: 5682.052734
	Iteration 18Q: 3 clusters Score -1.391009e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -13910233.000000 Penalty: 5682.052734
	Iteration 19Q: 3 clusters Score -1.391023e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -13910272.000000 Penalty: 5682.052734
	Iteration 20F: 3 clusters Score -1.391027e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -13910300.000000 Penalty: 5682.052734
	Iteration 21Q: 3 clusters Score -1.39103e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -13910322.000000 Penalty: 5682.052734
	Iteration 22Q: 3 clusters Score -1.391032e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -13910334.000000 Penalty: 5682.052734
	Iteration 23Q: 3 clusters Score -1.391033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -13910348.000000 Penalty: 5682.052734
	Iteration 24Q: 3 clusters Score -1.391035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -13910365.000000 Penalty: 5682.052734
	Iteration 25Q: 3 clusters Score -1.391036e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -13910383.000000 Penalty: 5682.052734
	Iteration 26Q: 3 clusters Score -1.391038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -13910381.000000 Penalty: 5682.052734
	Iteration 27Q: 3 clusters Score -1.391038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -13910389.000000 Penalty: 5682.052734
	Iteration 28Q: 3 clusters Score -1.391039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -13910390.000000 Penalty: 5682.052734
	Iteration 29Q: 3 clusters Score -1.391039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -13910371.000000 Penalty: 5682.052734
	Iteration 30Q: 3 clusters Score -1.391037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -13910367.000000 Penalty: 5682.052734
	Iteration 31Q: 3 clusters Score -1.391037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -13910384.000000 Penalty: 5682.052734
	Iteration 32Q: 3 clusters Score -1.391038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -13910390.000000 Penalty: 5682.052734
	Iteration 33Q: 3 clusters Score -1.391039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -13910397.000000 Penalty: 5682.052734
	Iteration 34Q: 3 clusters Score -1.39104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -13910391.000000 Penalty: 5682.052734
	Iteration 35Q: 3 clusters Score -1.391039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -13910402.000000 Penalty: 5682.052734
	Iteration 36Q: 3 clusters Score -1.39104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 91983 members 
Entering Unmasked Estep 
Score: -13910417.000000 Penalty: 5682.052734
	Iteration 37Q: 3 clusters Score -1.391042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -13910401.000000 Penalty: 5682.052734
	Iteration 38Q: 3 clusters Score -1.39104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -13910396.000000 Penalty: 5682.052734
	Iteration 39Q: 3 clusters Score -1.39104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -13910398.000000 Penalty: 5682.052734
	Iteration 40F: 3 clusters Score -1.39104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -13910400.000000 Penalty: 5682.052734
	Iteration 41Q: 3 clusters Score -1.39104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -13910399.000000 Penalty: 5682.052734
	Iteration 42Q: 3 clusters Score -1.39104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -13910406.000000 Penalty: 5682.052734
	Iteration 43Q: 3 clusters Score -1.391041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -13910399.000000 Penalty: 5682.052734
	Iteration 44Q: 3 clusters Score -1.39104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -13910402.000000 Penalty: 5682.052734
	Iteration 45Q: 3 clusters Score -1.39104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -13910412.000000 Penalty: 5682.052734
	Iteration 46Q: 3 clusters Score -1.391041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -13910394.000000 Penalty: 5682.052734
	Iteration 47Q: 3 clusters Score -1.391039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -13910397.000000 Penalty: 5682.052734
	Iteration 48Q: 3 clusters Score -1.39104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -13910407.000000 Penalty: 5682.052734
	Iteration 49Q: 3 clusters Score -1.391041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -13910407.000000 Penalty: 5682.052734
	Iteration 50F: 3 clusters Score -1.391041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -106954.367188 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -106954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105194.945312 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -105194.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105658.812500 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -105658.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106212.062500 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -106212.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107049.554688 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -107049.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107275.203125 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -107275.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107419.921875 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -107419.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107526.968750 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -107527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107596.773438 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -107596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107638.398438 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -107638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107677.765625 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -107677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107710.335938 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -107710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107750.492188 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -107750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107786.007812 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -107786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -107833.484375 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -107833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -107889.007812 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -107889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107933.453125 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -107933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -107948.625000 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -107948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107953.789062 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -107953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107962.015625 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -107962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107968.718750 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -107968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107975.695312 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -107975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -107995.703125 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -107995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108017.835938 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -108017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -108050.093750 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -108050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108061.281250 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -108061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -108068.351562 Penalty: 3355.459229
	Iteration 25Q: 3 clusters Score -108068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108074.257812 Penalty: 3355.459229
	Iteration 26Q: 3 clusters Score -108074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108075.031250 Penalty: 3355.459229
	Iteration 27Q: 3 clusters Score -108075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108079.351562 Penalty: 3355.459229
	Iteration 28Q: 3 clusters Score -108079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108102.960938 Penalty: 3355.459229
	Iteration 29Q: 3 clusters Score -108103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -108127.585938 Penalty: 3355.459229
	Iteration 30Q: 3 clusters Score -108127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108154.976562 Penalty: 3355.459229
	Iteration 31Q: 3 clusters Score -108155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108162.992188 Penalty: 3355.459229
	Iteration 32Q: 3 clusters Score -108163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108169.312500 Penalty: 3355.459229
	Iteration 33Q: 3 clusters Score -108169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108174.554688 Penalty: 3355.459229
	Iteration 34Q: 3 clusters Score -108174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108182.375000 Penalty: 3355.459229
	Iteration 35Q: 3 clusters Score -108182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108184.484375 Penalty: 3355.459229
	Iteration 36Q: 3 clusters Score -108184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108186.015625 Penalty: 3355.459229
	Iteration 37F: 3 clusters Score -108186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108187.062500 Penalty: 3355.459229
	Iteration 38Q: 3 clusters Score -108187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108187.062500 Penalty: 3355.459229
	Iteration 39F: 3 clusters Score -108187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19908 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 29846 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 200009 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 148529 members 
Mstep: Class 19 contains 99124 members 
Mstep: Class 20 contains 45157 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 15260 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36684 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 562 members 
Entering Unmasked Estep 
Score: -128936288.000000 Penalty: 98646.656250
Splitting cluster 2 changes total score from -128936320.000000 to -128936288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (36866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Entering Unmasked Estep 
Score: -5129436.000000 Penalty: 2607.731201
	Iteration 0F: 2 clusters Score -5129436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5104367.000000 Penalty: 5215.462402
	Iteration 0F: 3 clusters Score -5104367 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5113995.000000 Penalty: 5215.462402
	Iteration 1F: 3 clusters Score -5113995 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5115005.500000 Penalty: 5215.462402
	Iteration 2F: 3 clusters Score -5115006 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5115971.000000 Penalty: 5215.462402
	Iteration 3F: 3 clusters Score -5115971 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5116964.000000 Penalty: 5215.462402
	Iteration 4F: 3 clusters Score -5116964 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5118064.500000 Penalty: 5215.462402
	Iteration 5F: 3 clusters Score -5118064 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5119519.000000 Penalty: 5215.462402
	Iteration 6F: 3 clusters Score -5119519 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5121073.500000 Penalty: 5215.462402
	Iteration 7F: 3 clusters Score -5121074 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5122739.500000 Penalty: 5215.462402
	Iteration 8F: 3 clusters Score -5122740 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -5124247.500000 Penalty: 5215.462402
	Iteration 9Q: 3 clusters Score -5124248 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5125359.500000 Penalty: 5215.462402
	Iteration 10Q: 3 clusters Score -5125360 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5126109.000000 Penalty: 5215.462402
	Iteration 11Q: 3 clusters Score -5126109 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5126558.500000 Penalty: 5215.462402
	Iteration 12Q: 3 clusters Score -5126558 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5126955.500000 Penalty: 5215.462402
	Iteration 13Q: 3 clusters Score -5126956 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5127275.500000 Penalty: 5215.462402
	Iteration 14Q: 3 clusters Score -5127276 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5127551.500000 Penalty: 5215.462402
	Iteration 15Q: 3 clusters Score -5127552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5127808.000000 Penalty: 5215.462402
	Iteration 16Q: 3 clusters Score -5127808 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -5128008.000000 Penalty: 5215.462402
	Iteration 17Q: 3 clusters Score -5128008 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -5128153.500000 Penalty: 5215.462402
	Iteration 18Q: 3 clusters Score -5128154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5128246.000000 Penalty: 5215.462402
	Iteration 19Q: 3 clusters Score -5128246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5128308.000000 Penalty: 5215.462402
	Iteration 20F: 3 clusters Score -5128308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5128343.500000 Penalty: 5215.462402
	Iteration 21Q: 3 clusters Score -5128344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -5128368.500000 Penalty: 5215.462402
	Iteration 22Q: 3 clusters Score -5128368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5128403.500000 Penalty: 5215.462402
	Iteration 23Q: 3 clusters Score -5128404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -5128416.500000 Penalty: 5215.462402
	Iteration 24Q: 3 clusters Score -5128416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5128436.500000 Penalty: 5215.462402
	Iteration 25Q: 3 clusters Score -5128436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5128458.500000 Penalty: 5215.462402
	Iteration 26Q: 3 clusters Score -5128458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5128462.000000 Penalty: 5215.462402
	Iteration 27Q: 3 clusters Score -5128462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -5128479.000000 Penalty: 5215.462402
	Iteration 28Q: 3 clusters Score -5128479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -5128476.500000 Penalty: 5215.462402
	Iteration 29Q: 3 clusters Score -5128476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5128486.500000 Penalty: 5215.462402
	Iteration 30Q: 3 clusters Score -5128486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5128489.500000 Penalty: 5215.462402
	Iteration 31Q: 3 clusters Score -5128490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5128484.500000 Penalty: 5215.462402
	Iteration 32Q: 3 clusters Score -5128484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -5128486.500000 Penalty: 5215.462402
	Iteration 33Q: 3 clusters Score -5128486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -5128490.000000 Penalty: 5215.462402
	Iteration 34Q: 3 clusters Score -5128490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -5128491.500000 Penalty: 5215.462402
	Iteration 35Q: 3 clusters Score -5128492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5128499.000000 Penalty: 5215.462402
	Iteration 36Q: 3 clusters Score -5128499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -5128500.000000 Penalty: 5215.462402
	Iteration 37Q: 3 clusters Score -5128500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5128494.500000 Penalty: 5215.462402
	Iteration 38Q: 3 clusters Score -5128494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -5128495.000000 Penalty: 5215.462402
	Iteration 39Q: 3 clusters Score -5128495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -5128500.000000 Penalty: 5215.462402
	Iteration 40F: 3 clusters Score -5128500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5128503.000000 Penalty: 5215.462402
	Iteration 41Q: 3 clusters Score -5128503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -5128502.000000 Penalty: 5215.462402
	Iteration 42Q: 3 clusters Score -5128502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5128505.000000 Penalty: 5215.462402
	Iteration 43Q: 3 clusters Score -5128505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -5128502.500000 Penalty: 5215.462402
	Iteration 44Q: 3 clusters Score -5128502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -5128504.000000 Penalty: 5215.462402
	Iteration 45Q: 3 clusters Score -5128504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -5128496.500000 Penalty: 5215.462402
	Iteration 46Q: 3 clusters Score -5128496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5128496.500000 Penalty: 5215.462402
	Iteration 47Q: 3 clusters Score -5128496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5128496.500000 Penalty: 5215.462402
	Iteration 48F: 3 clusters Score -5128496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -251301.781250 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -251301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -248816.515625 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -248816.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -249224.781250 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -249224.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249346.421875 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -249346.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249411.593750 Penalty: 3703.815918
	Iteration 3Q: 3 clusters Score -249411.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -249459.000000 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -249459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249495.406250 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -249495.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -249531.312500 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -249531.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -249560.093750 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -249560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -249575.781250 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -249575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -249588.390625 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -249588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -249601.718750 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -249601.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -249612.062500 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -249612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -249621.781250 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -249621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -249625.718750 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -249625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -249625.718750 Penalty: 3703.815918
	Iteration 14F: 3 clusters Score -249625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -347297.625000 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -347297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -344241.031250 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -344241 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344921.687500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -344921.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -345229.281250 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -345229.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -345590.875000 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -345590.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -346032.656250 Penalty: 3913.171631
	Iteration 4F: 3 clusters Score -346032.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346450.000000 Penalty: 3913.171631
	Iteration 5F: 3 clusters Score -346450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -346742.000000 Penalty: 3913.171631
	Iteration 6F: 3 clusters Score -346742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -346918.250000 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -346918.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -347011.812500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -347011.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -347062.062500 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -347062.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347104.343750 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -347104.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -347147.875000 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -347147.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -347180.625000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -347180.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -347210.875000 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -347210.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -347244.125000 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -347244.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -347270.781250 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -347270.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -347301.968750 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -347302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347346.875000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -347346.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347410.937500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -347410.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -347451.031250 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -347451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347470.718750 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -347470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -347489.625000 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -347489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -347499.250000 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -347499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -347507.593750 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -347507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -347509.343750 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -347509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -347511.906250 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -347511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -347511.968750 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -347512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -347515.656250 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -347515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347516.500000 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -347516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347516.500000 Penalty: 3913.171631
	Iteration 29F: 3 clusters Score -347516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 19908 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 29846 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 200009 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 148529 members 
Mstep: Class 19 contains 99124 members 
Mstep: Class 20 contains 45157 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 15260 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36684 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 1259 members 
Entering Unmasked Estep 
Score: -128935432.000000 Penalty: 98646.656250
Splitting cluster 5 changes total score from -128936320.000000 to -128935432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Entering Unmasked Estep 
Score: -2870341.000000 Penalty: 2454.921631
	Iteration 0F: 2 clusters Score -2870341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2856400.000000 Penalty: 4909.843262
	Iteration 0F: 3 clusters Score -2856400 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2860887.500000 Penalty: 4909.843262
	Iteration 1F: 3 clusters Score -2860888 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2861269.500000 Penalty: 4909.843262
	Iteration 2F: 3 clusters Score -2861270 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2861588.000000 Penalty: 4909.843262
	Iteration 3Q: 3 clusters Score -2861588 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2861902.500000 Penalty: 4909.843262
	Iteration 4Q: 3 clusters Score -2861902 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2862240.500000 Penalty: 4909.843262
	Iteration 5Q: 3 clusters Score -2862240 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2862668.750000 Penalty: 4909.843262
	Iteration 6Q: 3 clusters Score -2862669 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2863180.250000 Penalty: 4909.843262
	Iteration 7Q: 3 clusters Score -2863180 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2863744.750000 Penalty: 4909.843262
	Iteration 8F: 3 clusters Score -2863745 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2864275.250000 Penalty: 4909.843262
	Iteration 9F: 3 clusters Score -2864275 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2864731.250000 Penalty: 4909.843262
	Iteration 10Q: 3 clusters Score -2864731 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2865078.250000 Penalty: 4909.843262
	Iteration 11Q: 3 clusters Score -2865078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2865363.250000 Penalty: 4909.843262
	Iteration 12Q: 3 clusters Score -2865363 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2865583.750000 Penalty: 4909.843262
	Iteration 13Q: 3 clusters Score -2865584 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2865787.250000 Penalty: 4909.843262
	Iteration 14Q: 3 clusters Score -2865787 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2865954.000000 Penalty: 4909.843262
	Iteration 15Q: 3 clusters Score -2865954 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2866116.500000 Penalty: 4909.843262
	Iteration 16Q: 3 clusters Score -2866116 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2866289.500000 Penalty: 4909.843262
	Iteration 17Q: 3 clusters Score -2866290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2866395.750000 Penalty: 4909.843262
	Iteration 18Q: 3 clusters Score -2866396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2866517.250000 Penalty: 4909.843262
	Iteration 19Q: 3 clusters Score -2866517 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2866609.750000 Penalty: 4909.843262
	Iteration 20F: 3 clusters Score -2866610 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2866684.000000 Penalty: 4909.843262
	Iteration 21Q: 3 clusters Score -2866684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2866772.000000 Penalty: 4909.843262
	Iteration 22Q: 3 clusters Score -2866772 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2866849.750000 Penalty: 4909.843262
	Iteration 23Q: 3 clusters Score -2866850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2866946.500000 Penalty: 4909.843262
	Iteration 24Q: 3 clusters Score -2866946 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2867016.500000 Penalty: 4909.843262
	Iteration 25Q: 3 clusters Score -2867016 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2867095.500000 Penalty: 4909.843262
	Iteration 26Q: 3 clusters Score -2867096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2867179.750000 Penalty: 4909.843262
	Iteration 27Q: 3 clusters Score -2867180 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2867227.500000 Penalty: 4909.843262
	Iteration 28Q: 3 clusters Score -2867228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2867283.250000 Penalty: 4909.843262
	Iteration 29Q: 3 clusters Score -2867283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2867313.750000 Penalty: 4909.843262
	Iteration 30Q: 3 clusters Score -2867314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2867353.000000 Penalty: 4909.843262
	Iteration 31Q: 3 clusters Score -2867353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2867383.000000 Penalty: 4909.843262
	Iteration 32Q: 3 clusters Score -2867383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2867420.750000 Penalty: 4909.843262
	Iteration 33Q: 3 clusters Score -2867421 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2867458.750000 Penalty: 4909.843262
	Iteration 34Q: 3 clusters Score -2867459 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2867475.750000 Penalty: 4909.843262
	Iteration 35Q: 3 clusters Score -2867476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2867499.500000 Penalty: 4909.843262
	Iteration 36Q: 3 clusters Score -2867500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2867528.250000 Penalty: 4909.843262
	Iteration 37Q: 3 clusters Score -2867528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2867545.250000 Penalty: 4909.843262
	Iteration 38Q: 3 clusters Score -2867545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2867557.750000 Penalty: 4909.843262
	Iteration 39Q: 3 clusters Score -2867558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2867582.250000 Penalty: 4909.843262
	Iteration 40F: 3 clusters Score -2867582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2867598.000000 Penalty: 4909.843262
	Iteration 41Q: 3 clusters Score -2867598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2867613.500000 Penalty: 4909.843262
	Iteration 42Q: 3 clusters Score -2867614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2867635.250000 Penalty: 4909.843262
	Iteration 43Q: 3 clusters Score -2867635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2867646.750000 Penalty: 4909.843262
	Iteration 44Q: 3 clusters Score -2867647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2867655.750000 Penalty: 4909.843262
	Iteration 45Q: 3 clusters Score -2867656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2867678.000000 Penalty: 4909.843262
	Iteration 46Q: 3 clusters Score -2867678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2867692.750000 Penalty: 4909.843262
	Iteration 47Q: 3 clusters Score -2867693 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2867705.750000 Penalty: 4909.843262
	Iteration 48Q: 3 clusters Score -2867706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2867706.500000 Penalty: 4909.843262
	Iteration 49Q: 3 clusters Score -2867706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2867712.000000 Penalty: 4909.843262
	Iteration 50Q: 3 clusters Score -2867712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2867713.500000 Penalty: 4909.843262
	Iteration 51Q: 3 clusters Score -2867714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2867723.500000 Penalty: 4909.843262
	Iteration 52Q: 3 clusters Score -2867724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2867730.250000 Penalty: 4909.843262
	Iteration 53Q: 3 clusters Score -2867730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2867745.000000 Penalty: 4909.843262
	Iteration 54Q: 3 clusters Score -2867745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2867754.250000 Penalty: 4909.843262
	Iteration 55Q: 3 clusters Score -2867754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2867758.250000 Penalty: 4909.843262
	Iteration 56Q: 3 clusters Score -2867758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2867763.000000 Penalty: 4909.843262
	Iteration 57Q: 3 clusters Score -2867763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2867765.750000 Penalty: 4909.843262
	Iteration 58Q: 3 clusters Score -2867766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2867778.250000 Penalty: 4909.843262
	Iteration 59Q: 3 clusters Score -2867778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2867772.250000 Penalty: 4909.843262
	Iteration 60F: 3 clusters Score -2867772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2867778.000000 Penalty: 4909.843262
	Iteration 61Q: 3 clusters Score -2867778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2867777.500000 Penalty: 4909.843262
	Iteration 62Q: 3 clusters Score -2867778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2867782.000000 Penalty: 4909.843262
	Iteration 63Q: 3 clusters Score -2867782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2867787.250000 Penalty: 4909.843262
	Iteration 64Q: 3 clusters Score -2867787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2867790.000000 Penalty: 4909.843262
	Iteration 65Q: 3 clusters Score -2867790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2867789.750000 Penalty: 4909.843262
	Iteration 66Q: 3 clusters Score -2867790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2867794.500000 Penalty: 4909.843262
	Iteration 67Q: 3 clusters Score -2867794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2867794.000000 Penalty: 4909.843262
	Iteration 68Q: 3 clusters Score -2867794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2867802.250000 Penalty: 4909.843262
	Iteration 69Q: 3 clusters Score -2867802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2867810.250000 Penalty: 4909.843262
	Iteration 70Q: 3 clusters Score -2867810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2867809.750000 Penalty: 4909.843262
	Iteration 71Q: 3 clusters Score -2867810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2867813.250000 Penalty: 4909.843262
	Iteration 72Q: 3 clusters Score -2867813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2867818.250000 Penalty: 4909.843262
	Iteration 73Q: 3 clusters Score -2867818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2867822.500000 Penalty: 4909.843262
	Iteration 74Q: 3 clusters Score -2867822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2867831.750000 Penalty: 4909.843262
	Iteration 75Q: 3 clusters Score -2867832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2867839.000000 Penalty: 4909.843262
	Iteration 76Q: 3 clusters Score -2867839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2867843.000000 Penalty: 4909.843262
	Iteration 77Q: 3 clusters Score -2867843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2867847.000000 Penalty: 4909.843262
	Iteration 78Q: 3 clusters Score -2867847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2867848.750000 Penalty: 4909.843262
	Iteration 79Q: 3 clusters Score -2867849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2867854.000000 Penalty: 4909.843262
	Iteration 80F: 3 clusters Score -2867854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2867853.500000 Penalty: 4909.843262
	Iteration 81Q: 3 clusters Score -2867854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2867859.750000 Penalty: 4909.843262
	Iteration 82Q: 3 clusters Score -2867860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2867863.750000 Penalty: 4909.843262
	Iteration 83Q: 3 clusters Score -2867864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2867869.250000 Penalty: 4909.843262
	Iteration 84Q: 3 clusters Score -2867869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2867878.250000 Penalty: 4909.843262
	Iteration 85Q: 3 clusters Score -2867878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2867878.000000 Penalty: 4909.843262
	Iteration 86Q: 3 clusters Score -2867878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2867890.500000 Penalty: 4909.843262
	Iteration 87Q: 3 clusters Score -2867890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2867888.750000 Penalty: 4909.843262
	Iteration 88Q: 3 clusters Score -2867889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2867894.250000 Penalty: 4909.843262
	Iteration 89Q: 3 clusters Score -2867894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2867899.500000 Penalty: 4909.843262
	Iteration 90Q: 3 clusters Score -2867900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2867907.250000 Penalty: 4909.843262
	Iteration 91Q: 3 clusters Score -2867907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2867910.750000 Penalty: 4909.843262
	Iteration 92Q: 3 clusters Score -2867911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2867915.750000 Penalty: 4909.843262
	Iteration 93Q: 3 clusters Score -2867916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2867925.750000 Penalty: 4909.843262
	Iteration 94Q: 3 clusters Score -2867926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2867928.250000 Penalty: 4909.843262
	Iteration 95Q: 3 clusters Score -2867928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2867933.250000 Penalty: 4909.843262
	Iteration 96Q: 3 clusters Score -2867933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2867936.250000 Penalty: 4909.843262
	Iteration 97Q: 3 clusters Score -2867936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2867950.500000 Penalty: 4909.843262
	Iteration 98Q: 3 clusters Score -2867950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2867954.750000 Penalty: 4909.843262
	Iteration 99Q: 3 clusters Score -2867955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2867963.250000 Penalty: 4909.843262
	Iteration 100F: 3 clusters Score -2867963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2867963.750000 Penalty: 4909.843262
	Iteration 101Q: 3 clusters Score -2867964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2867967.000000 Penalty: 4909.843262
	Iteration 102Q: 3 clusters Score -2867967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2867967.500000 Penalty: 4909.843262
	Iteration 103Q: 3 clusters Score -2867968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2867972.250000 Penalty: 4909.843262
	Iteration 104Q: 3 clusters Score -2867972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2867978.750000 Penalty: 4909.843262
	Iteration 105Q: 3 clusters Score -2867979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2867981.750000 Penalty: 4909.843262
	Iteration 106Q: 3 clusters Score -2867982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2867989.250000 Penalty: 4909.843262
	Iteration 107Q: 3 clusters Score -2867989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2867992.500000 Penalty: 4909.843262
	Iteration 108Q: 3 clusters Score -2867992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2867993.250000 Penalty: 4909.843262
	Iteration 109Q: 3 clusters Score -2867993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2868001.250000 Penalty: 4909.843262
	Iteration 110Q: 3 clusters Score -2868001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2868007.000000 Penalty: 4909.843262
	Iteration 111Q: 3 clusters Score -2868007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2868010.500000 Penalty: 4909.843262
	Iteration 112Q: 3 clusters Score -2868010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2868016.250000 Penalty: 4909.843262
	Iteration 113Q: 3 clusters Score -2868016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2868013.500000 Penalty: 4909.843262
	Iteration 114Q: 3 clusters Score -2868014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2868014.750000 Penalty: 4909.843262
	Iteration 115Q: 3 clusters Score -2868015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2868019.250000 Penalty: 4909.843262
	Iteration 116Q: 3 clusters Score -2868019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2868018.750000 Penalty: 4909.843262
	Iteration 117Q: 3 clusters Score -2868019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2868024.500000 Penalty: 4909.843262
	Iteration 118Q: 3 clusters Score -2868024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2868026.500000 Penalty: 4909.843262
	Iteration 119Q: 3 clusters Score -2868026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2868030.750000 Penalty: 4909.843262
	Iteration 120F: 3 clusters Score -2868031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2868029.000000 Penalty: 4909.843262
	Iteration 121Q: 3 clusters Score -2868029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2868028.500000 Penalty: 4909.843262
	Iteration 122Q: 3 clusters Score -2868028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2868031.000000 Penalty: 4909.843262
	Iteration 123Q: 3 clusters Score -2868031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2868035.500000 Penalty: 4909.843262
	Iteration 124Q: 3 clusters Score -2868036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2868034.750000 Penalty: 4909.843262
	Iteration 125Q: 3 clusters Score -2868035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2868038.500000 Penalty: 4909.843262
	Iteration 126Q: 3 clusters Score -2868038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2868037.500000 Penalty: 4909.843262
	Iteration 127Q: 3 clusters Score -2868038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2868039.500000 Penalty: 4909.843262
	Iteration 128Q: 3 clusters Score -2868040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2868045.250000 Penalty: 4909.843262
	Iteration 129Q: 3 clusters Score -2868045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2868043.750000 Penalty: 4909.843262
	Iteration 130Q: 3 clusters Score -2868044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2868045.250000 Penalty: 4909.843262
	Iteration 131Q: 3 clusters Score -2868045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2868041.250000 Penalty: 4909.843262
	Iteration 132Q: 3 clusters Score -2868041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2868039.000000 Penalty: 4909.843262
	Iteration 133Q: 3 clusters Score -2868039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2868044.500000 Penalty: 4909.843262
	Iteration 134Q: 3 clusters Score -2868044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2868041.750000 Penalty: 4909.843262
	Iteration 135Q: 3 clusters Score -2868042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2868042.250000 Penalty: 4909.843262
	Iteration 136Q: 3 clusters Score -2868042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2868047.000000 Penalty: 4909.843262
	Iteration 137Q: 3 clusters Score -2868047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2868047.250000 Penalty: 4909.843262
	Iteration 138Q: 3 clusters Score -2868047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2868046.500000 Penalty: 4909.843262
	Iteration 139Q: 3 clusters Score -2868046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2868047.250000 Penalty: 4909.843262
	Iteration 140F: 3 clusters Score -2868047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2868047.000000 Penalty: 4909.843262
	Iteration 141Q: 3 clusters Score -2868047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2868047.000000 Penalty: 4909.843262
	Iteration 142F: 3 clusters Score -2868047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -451443.906250 Penalty: 2002.126709
	Iteration 0F: 2 clusters Score -451443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -448064.812500 Penalty: 4004.253418
	Iteration 0F: 3 clusters Score -448064.8 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -448882.906250 Penalty: 4004.253418
	Iteration 1F: 3 clusters Score -448882.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -449134.343750 Penalty: 4004.253418
	Iteration 2F: 3 clusters Score -449134.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -449294.562500 Penalty: 4004.253418
	Iteration 3F: 3 clusters Score -449294.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -449419.468750 Penalty: 4004.253418
	Iteration 4Q: 3 clusters Score -449419.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -449509.031250 Penalty: 4004.253418
	Iteration 5Q: 3 clusters Score -449509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -449575.500000 Penalty: 4004.253418
	Iteration 6Q: 3 clusters Score -449575.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -449620.468750 Penalty: 4004.253418
	Iteration 7Q: 3 clusters Score -449620.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -449654.562500 Penalty: 4004.253418
	Iteration 8Q: 3 clusters Score -449654.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -449670.781250 Penalty: 4004.253418
	Iteration 9Q: 3 clusters Score -449670.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -449683.531250 Penalty: 4004.253418
	Iteration 10Q: 3 clusters Score -449683.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -449692.687500 Penalty: 4004.253418
	Iteration 11Q: 3 clusters Score -449692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -449704.218750 Penalty: 4004.253418
	Iteration 12Q: 3 clusters Score -449704.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -449715.031250 Penalty: 4004.253418
	Iteration 13Q: 3 clusters Score -449715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -449726.312500 Penalty: 4004.253418
	Iteration 14Q: 3 clusters Score -449726.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -449742.187500 Penalty: 4004.253418
	Iteration 15Q: 3 clusters Score -449742.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -449758.125000 Penalty: 4004.253418
	Iteration 16Q: 3 clusters Score -449758.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -449774.093750 Penalty: 4004.253418
	Iteration 17Q: 3 clusters Score -449774.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -449787.593750 Penalty: 4004.253418
	Iteration 18Q: 3 clusters Score -449787.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -449800.250000 Penalty: 4004.253418
	Iteration 19Q: 3 clusters Score -449800.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -449807.968750 Penalty: 4004.253418
	Iteration 20F: 3 clusters Score -449808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -449816.937500 Penalty: 4004.253418
	Iteration 21Q: 3 clusters Score -449816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -449820.343750 Penalty: 4004.253418
	Iteration 22Q: 3 clusters Score -449820.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -449823.968750 Penalty: 4004.253418
	Iteration 23Q: 3 clusters Score -449824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -449827.718750 Penalty: 4004.253418
	Iteration 24Q: 3 clusters Score -449827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -449830.375000 Penalty: 4004.253418
	Iteration 25Q: 3 clusters Score -449830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -449832.562500 Penalty: 4004.253418
	Iteration 26Q: 3 clusters Score -449832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -449834.687500 Penalty: 4004.253418
	Iteration 27Q: 3 clusters Score -449834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -449835.593750 Penalty: 4004.253418
	Iteration 28Q: 3 clusters Score -449835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -449836.312500 Penalty: 4004.253418
	Iteration 29Q: 3 clusters Score -449836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -449836.843750 Penalty: 4004.253418
	Iteration 30Q: 3 clusters Score -449836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -449838.187500 Penalty: 4004.253418
	Iteration 31Q: 3 clusters Score -449838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -449839.031250 Penalty: 4004.253418
	Iteration 32Q: 3 clusters Score -449839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -449841.250000 Penalty: 4004.253418
	Iteration 33Q: 3 clusters Score -449841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -449842.562500 Penalty: 4004.253418
	Iteration 34Q: 3 clusters Score -449842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -449843.531250 Penalty: 4004.253418
	Iteration 35Q: 3 clusters Score -449843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -449844.343750 Penalty: 4004.253418
	Iteration 36Q: 3 clusters Score -449844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -449843.781250 Penalty: 4004.253418
	Iteration 37Q: 3 clusters Score -449843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -449845.843750 Penalty: 4004.253418
	Iteration 38Q: 3 clusters Score -449845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -449847.500000 Penalty: 4004.253418
	Iteration 39Q: 3 clusters Score -449847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -449848.375000 Penalty: 4004.253418
	Iteration 40F: 3 clusters Score -449848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -449849.906250 Penalty: 4004.253418
	Iteration 41Q: 3 clusters Score -449849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -449852.062500 Penalty: 4004.253418
	Iteration 42Q: 3 clusters Score -449852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -449856.156250 Penalty: 4004.253418
	Iteration 43Q: 3 clusters Score -449856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -449859.593750 Penalty: 4004.253418
	Iteration 44Q: 3 clusters Score -449859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -449863.718750 Penalty: 4004.253418
	Iteration 45Q: 3 clusters Score -449863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -449866.718750 Penalty: 4004.253418
	Iteration 46Q: 3 clusters Score -449866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -449869.750000 Penalty: 4004.253418
	Iteration 47Q: 3 clusters Score -449869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -449871.750000 Penalty: 4004.253418
	Iteration 48Q: 3 clusters Score -449871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -449875.000000 Penalty: 4004.253418
	Iteration 49Q: 3 clusters Score -449875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -449879.156250 Penalty: 4004.253418
	Iteration 50Q: 3 clusters Score -449879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -449883.781250 Penalty: 4004.253418
	Iteration 51Q: 3 clusters Score -449883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -449890.312500 Penalty: 4004.253418
	Iteration 52Q: 3 clusters Score -449890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -449894.968750 Penalty: 4004.253418
	Iteration 53Q: 3 clusters Score -449895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -449899.468750 Penalty: 4004.253418
	Iteration 54Q: 3 clusters Score -449899.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -449903.968750 Penalty: 4004.253418
	Iteration 55Q: 3 clusters Score -449904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -449907.718750 Penalty: 4004.253418
	Iteration 56Q: 3 clusters Score -449907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -449910.187500 Penalty: 4004.253418
	Iteration 57Q: 3 clusters Score -449910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -449912.312500 Penalty: 4004.253418
	Iteration 58Q: 3 clusters Score -449912.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -449916.468750 Penalty: 4004.253418
	Iteration 59Q: 3 clusters Score -449916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -449917.093750 Penalty: 4004.253418
	Iteration 60F: 3 clusters Score -449917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -449919.156250 Penalty: 4004.253418
	Iteration 61Q: 3 clusters Score -449919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -449920.812500 Penalty: 4004.253418
	Iteration 62Q: 3 clusters Score -449920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -449921.718750 Penalty: 4004.253418
	Iteration 63Q: 3 clusters Score -449921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -449921.718750 Penalty: 4004.253418
	Iteration 64F: 3 clusters Score -449921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Entering Unmasked Estep 
Score: -1274298.625000 Penalty: 2261.917236
	Iteration 0F: 2 clusters Score -1274299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1267130.125000 Penalty: 4523.834473
	Iteration 0F: 3 clusters Score -1267130 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1269162.875000 Penalty: 4523.834473
	Iteration 1F: 3 clusters Score -1269163 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1269480.625000 Penalty: 4523.834473
	Iteration 2F: 3 clusters Score -1269481 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1269689.000000 Penalty: 4523.834473
	Iteration 3F: 3 clusters Score -1269689 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1269836.375000 Penalty: 4523.834473
	Iteration 4Q: 3 clusters Score -1269836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1269957.375000 Penalty: 4523.834473
	Iteration 5Q: 3 clusters Score -1269957 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1270055.500000 Penalty: 4523.834473
	Iteration 6Q: 3 clusters Score -1270056 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1270134.250000 Penalty: 4523.834473
	Iteration 7Q: 3 clusters Score -1270134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1270208.625000 Penalty: 4523.834473
	Iteration 8Q: 3 clusters Score -1270209 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1270267.875000 Penalty: 4523.834473
	Iteration 9Q: 3 clusters Score -1270268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1270314.250000 Penalty: 4523.834473
	Iteration 10Q: 3 clusters Score -1270314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1270356.375000 Penalty: 4523.834473
	Iteration 11Q: 3 clusters Score -1270356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1270393.875000 Penalty: 4523.834473
	Iteration 12Q: 3 clusters Score -1270394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1270431.875000 Penalty: 4523.834473
	Iteration 13Q: 3 clusters Score -1270432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1270466.875000 Penalty: 4523.834473
	Iteration 14Q: 3 clusters Score -1270467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1270501.625000 Penalty: 4523.834473
	Iteration 15Q: 3 clusters Score -1270502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1270528.000000 Penalty: 4523.834473
	Iteration 16Q: 3 clusters Score -1270528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1270559.250000 Penalty: 4523.834473
	Iteration 17Q: 3 clusters Score -1270559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1270588.125000 Penalty: 4523.834473
	Iteration 18Q: 3 clusters Score -1270588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1270620.125000 Penalty: 4523.834473
	Iteration 19Q: 3 clusters Score -1270620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1270664.250000 Penalty: 4523.834473
	Iteration 20F: 3 clusters Score -1270664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1270711.750000 Penalty: 4523.834473
	Iteration 21Q: 3 clusters Score -1270712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1270757.750000 Penalty: 4523.834473
	Iteration 22Q: 3 clusters Score -1270758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1270810.125000 Penalty: 4523.834473
	Iteration 23Q: 3 clusters Score -1270810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1270847.875000 Penalty: 4523.834473
	Iteration 24Q: 3 clusters Score -1270848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1270896.250000 Penalty: 4523.834473
	Iteration 25Q: 3 clusters Score -1270896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1270950.500000 Penalty: 4523.834473
	Iteration 26Q: 3 clusters Score -1270950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1271001.125000 Penalty: 4523.834473
	Iteration 27Q: 3 clusters Score -1271001 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1271063.375000 Penalty: 4523.834473
	Iteration 28Q: 3 clusters Score -1271063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1271121.125000 Penalty: 4523.834473
	Iteration 29Q: 3 clusters Score -1271121 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1271187.125000 Penalty: 4523.834473
	Iteration 30Q: 3 clusters Score -1271187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1271249.875000 Penalty: 4523.834473
	Iteration 31Q: 3 clusters Score -1271250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1271302.375000 Penalty: 4523.834473
	Iteration 32Q: 3 clusters Score -1271302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1271356.625000 Penalty: 4523.834473
	Iteration 33Q: 3 clusters Score -1271357 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1271409.000000 Penalty: 4523.834473
	Iteration 34Q: 3 clusters Score -1271409 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1271473.500000 Penalty: 4523.834473
	Iteration 35Q: 3 clusters Score -1271474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1271541.750000 Penalty: 4523.834473
	Iteration 36Q: 3 clusters Score -1271542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1271617.875000 Penalty: 4523.834473
	Iteration 37Q: 3 clusters Score -1271618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1271682.000000 Penalty: 4523.834473
	Iteration 38Q: 3 clusters Score -1271682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1271753.500000 Penalty: 4523.834473
	Iteration 39Q: 3 clusters Score -1271754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1271826.875000 Penalty: 4523.834473
	Iteration 40F: 3 clusters Score -1271827 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1271900.625000 Penalty: 4523.834473
	Iteration 41Q: 3 clusters Score -1271901 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1271949.750000 Penalty: 4523.834473
	Iteration 42Q: 3 clusters Score -1271950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1271996.750000 Penalty: 4523.834473
	Iteration 43Q: 3 clusters Score -1271997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1272025.250000 Penalty: 4523.834473
	Iteration 44Q: 3 clusters Score -1272025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1272045.125000 Penalty: 4523.834473
	Iteration 45Q: 3 clusters Score -1272045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1272066.375000 Penalty: 4523.834473
	Iteration 46Q: 3 clusters Score -1272066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1272086.625000 Penalty: 4523.834473
	Iteration 47Q: 3 clusters Score -1272087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1272103.250000 Penalty: 4523.834473
	Iteration 48Q: 3 clusters Score -1272103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1272133.375000 Penalty: 4523.834473
	Iteration 49Q: 3 clusters Score -1272133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1272154.250000 Penalty: 4523.834473
	Iteration 50Q: 3 clusters Score -1272154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1272169.250000 Penalty: 4523.834473
	Iteration 51Q: 3 clusters Score -1272169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1272186.125000 Penalty: 4523.834473
	Iteration 52Q: 3 clusters Score -1272186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1272203.625000 Penalty: 4523.834473
	Iteration 53Q: 3 clusters Score -1272204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1272220.125000 Penalty: 4523.834473
	Iteration 54Q: 3 clusters Score -1272220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1272236.250000 Penalty: 4523.834473
	Iteration 55Q: 3 clusters Score -1272236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1272247.375000 Penalty: 4523.834473
	Iteration 56Q: 3 clusters Score -1272247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1272254.875000 Penalty: 4523.834473
	Iteration 57Q: 3 clusters Score -1272255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1272264.500000 Penalty: 4523.834473
	Iteration 58Q: 3 clusters Score -1272264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1272274.500000 Penalty: 4523.834473
	Iteration 59Q: 3 clusters Score -1272274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1272282.125000 Penalty: 4523.834473
	Iteration 60F: 3 clusters Score -1272282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1272284.875000 Penalty: 4523.834473
	Iteration 61Q: 3 clusters Score -1272285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1272293.000000 Penalty: 4523.834473
	Iteration 62Q: 3 clusters Score -1272293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1272302.250000 Penalty: 4523.834473
	Iteration 63Q: 3 clusters Score -1272302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1272310.125000 Penalty: 4523.834473
	Iteration 64Q: 3 clusters Score -1272310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1272310.625000 Penalty: 4523.834473
	Iteration 65Q: 3 clusters Score -1272311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1272315.125000 Penalty: 4523.834473
	Iteration 66Q: 3 clusters Score -1272315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1272319.375000 Penalty: 4523.834473
	Iteration 67Q: 3 clusters Score -1272319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1272328.750000 Penalty: 4523.834473
	Iteration 68Q: 3 clusters Score -1272329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1272335.625000 Penalty: 4523.834473
	Iteration 69Q: 3 clusters Score -1272336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1272341.375000 Penalty: 4523.834473
	Iteration 70Q: 3 clusters Score -1272341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1272342.250000 Penalty: 4523.834473
	Iteration 71Q: 3 clusters Score -1272342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1272343.375000 Penalty: 4523.834473
	Iteration 72Q: 3 clusters Score -1272343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1272342.875000 Penalty: 4523.834473
	Iteration 73Q: 3 clusters Score -1272343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1272345.875000 Penalty: 4523.834473
	Iteration 74Q: 3 clusters Score -1272346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1272347.125000 Penalty: 4523.834473
	Iteration 75Q: 3 clusters Score -1272347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1272345.375000 Penalty: 4523.834473
	Iteration 76Q: 3 clusters Score -1272345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1272347.875000 Penalty: 4523.834473
	Iteration 77Q: 3 clusters Score -1272348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1272349.375000 Penalty: 4523.834473
	Iteration 78Q: 3 clusters Score -1272349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1272349.625000 Penalty: 4523.834473
	Iteration 79Q: 3 clusters Score -1272350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1272350.875000 Penalty: 4523.834473
	Iteration 80F: 3 clusters Score -1272351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -77577.851562 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -77577.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76001.429688 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -76001.43 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76273.562500 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -76273.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76344.781250 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -76344.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76378.000000 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -76378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76391.585938 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -76391.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76399.710938 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -76399.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76424.992188 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -76424.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76472.546875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -76472.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76492.382812 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -76492.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76510.062500 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -76510.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76518.070312 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -76518.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76520.234375 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -76520.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76523.007812 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -76523.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76527.953125 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -76527.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76530.851562 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -76530.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76533.515625 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -76533.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76535.734375 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -76535.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76539.976562 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -76539.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76542.328125 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -76542.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76543.890625 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -76543.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76548.640625 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -76548.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76556.664062 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -76556.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76561.335938 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -76561.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76564.710938 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -76564.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76570.656250 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -76570.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76573.109375 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -76573.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76573.109375 Penalty: 3279.572266
	Iteration 26F: 3 clusters Score -76573.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -367475.812500 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -367475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -364443.125000 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -364443.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -365091.062500 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -365091.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -365293.062500 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -365293.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -365400.437500 Penalty: 3885.269043
	Iteration 3F: 3 clusters Score -365400.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -365458.406250 Penalty: 3885.269043
	Iteration 4Q: 3 clusters Score -365458.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -365489.250000 Penalty: 3885.269043
	Iteration 5Q: 3 clusters Score -365489.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -365511.375000 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -365511.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -365533.375000 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -365533.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -365548.125000 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -365548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -365554.187500 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -365554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -365558.000000 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -365558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -365566.093750 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -365566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -365575.312500 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -365575.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -365582.125000 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -365582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -365589.000000 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -365589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -365597.125000 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -365597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -365602.218750 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -365602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -365602.875000 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -365602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -365603.781250 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -365603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -365605.093750 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -365605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -365604.562500 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -365604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -365604.843750 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -365604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -365604.843750 Penalty: 3885.269043
	Iteration 22F: 3 clusters Score -365604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Entering Unmasked Estep 
Score: -2748964.500000 Penalty: 2444.957520
	Iteration 0F: 2 clusters Score -2748964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2735418.000000 Penalty: 4889.915039
	Iteration 0F: 3 clusters Score -2735418 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2739910.250000 Penalty: 4889.915039
	Iteration 1F: 3 clusters Score -2739910 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2740310.500000 Penalty: 4889.915039
	Iteration 2F: 3 clusters Score -2740310 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2740568.500000 Penalty: 4889.915039
	Iteration 3Q: 3 clusters Score -2740568 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2740749.750000 Penalty: 4889.915039
	Iteration 4Q: 3 clusters Score -2740750 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2740942.500000 Penalty: 4889.915039
	Iteration 5Q: 3 clusters Score -2740942 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2741121.250000 Penalty: 4889.915039
	Iteration 6Q: 3 clusters Score -2741121 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2741353.750000 Penalty: 4889.915039
	Iteration 7Q: 3 clusters Score -2741354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2741642.750000 Penalty: 4889.915039
	Iteration 8Q: 3 clusters Score -2741643 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2742047.750000 Penalty: 4889.915039
	Iteration 9Q: 3 clusters Score -2742048 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2742622.250000 Penalty: 4889.915039
	Iteration 10Q: 3 clusters Score -2742622 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2743381.500000 Penalty: 4889.915039
	Iteration 11F: 3 clusters Score -2743382 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2744298.500000 Penalty: 4889.915039
	Iteration 12F: 3 clusters Score -2744298 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2745177.250000 Penalty: 4889.915039
	Iteration 13F: 3 clusters Score -2745177 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2745853.750000 Penalty: 4889.915039
	Iteration 14Q: 3 clusters Score -2745854 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2746268.750000 Penalty: 4889.915039
	Iteration 15Q: 3 clusters Score -2746269 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2746469.500000 Penalty: 4889.915039
	Iteration 16Q: 3 clusters Score -2746470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2746598.750000 Penalty: 4889.915039
	Iteration 17Q: 3 clusters Score -2746599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2746664.250000 Penalty: 4889.915039
	Iteration 18Q: 3 clusters Score -2746664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2746712.250000 Penalty: 4889.915039
	Iteration 19Q: 3 clusters Score -2746712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2746750.750000 Penalty: 4889.915039
	Iteration 20F: 3 clusters Score -2746751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2746768.750000 Penalty: 4889.915039
	Iteration 21Q: 3 clusters Score -2746769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2746786.500000 Penalty: 4889.915039
	Iteration 22Q: 3 clusters Score -2746786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2746805.250000 Penalty: 4889.915039
	Iteration 23Q: 3 clusters Score -2746805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2746815.500000 Penalty: 4889.915039
	Iteration 24Q: 3 clusters Score -2746816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2746819.250000 Penalty: 4889.915039
	Iteration 25Q: 3 clusters Score -2746819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2746824.000000 Penalty: 4889.915039
	Iteration 26Q: 3 clusters Score -2746824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2746824.500000 Penalty: 4889.915039
	Iteration 27Q: 3 clusters Score -2746824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2746824.000000 Penalty: 4889.915039
	Iteration 28Q: 3 clusters Score -2746824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2746827.750000 Penalty: 4889.915039
	Iteration 29Q: 3 clusters Score -2746828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2746827.750000 Penalty: 4889.915039
	Iteration 30F: 3 clusters Score -2746828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Entering Unmasked Estep 
Score: -6309911.000000 Penalty: 2645.138428
	Iteration 0F: 2 clusters Score -6309911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -6280926.500000 Penalty: 5290.276855
	Iteration 0F: 3 clusters Score -6280926 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -6291905.000000 Penalty: 5290.276855
	Iteration 1F: 3 clusters Score -6291905 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6292496.500000 Penalty: 5290.276855
	Iteration 2Q: 3 clusters Score -6292496 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -6293126.500000 Penalty: 5290.276855
	Iteration 3Q: 3 clusters Score -6293126 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6293806.500000 Penalty: 5290.276855
	Iteration 4Q: 3 clusters Score -6293806 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -6294516.000000 Penalty: 5290.276855
	Iteration 5Q: 3 clusters Score -6294516 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -6295322.000000 Penalty: 5290.276855
	Iteration 6Q: 3 clusters Score -6295322 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6296251.000000 Penalty: 5290.276855
	Iteration 7Q: 3 clusters Score -6296251 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -6297357.500000 Penalty: 5290.276855
	Iteration 8Q: 3 clusters Score -6297358 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6298725.000000 Penalty: 5290.276855
	Iteration 9F: 3 clusters Score -6298725 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6300291.000000 Penalty: 5290.276855
	Iteration 10F: 3 clusters Score -6300291 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6301731.000000 Penalty: 5290.276855
	Iteration 11F: 3 clusters Score -6301731 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -6302852.500000 Penalty: 5290.276855
	Iteration 12Q: 3 clusters Score -6302852 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -6303551.000000 Penalty: 5290.276855
	Iteration 13Q: 3 clusters Score -6303551 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -6304017.000000 Penalty: 5290.276855
	Iteration 14Q: 3 clusters Score -6304017 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -6304334.500000 Penalty: 5290.276855
	Iteration 15Q: 3 clusters Score -6304334 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -6304646.000000 Penalty: 5290.276855
	Iteration 16Q: 3 clusters Score -6304646 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -6304942.000000 Penalty: 5290.276855
	Iteration 17Q: 3 clusters Score -6304942 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6305199.000000 Penalty: 5290.276855
	Iteration 18Q: 3 clusters Score -6305199 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -6305405.000000 Penalty: 5290.276855
	Iteration 19Q: 3 clusters Score -6305405 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -6305568.500000 Penalty: 5290.276855
	Iteration 20F: 3 clusters Score -6305568 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -6305713.500000 Penalty: 5290.276855
	Iteration 21Q: 3 clusters Score -6305714 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6305818.500000 Penalty: 5290.276855
	Iteration 22Q: 3 clusters Score -6305818 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -6305902.500000 Penalty: 5290.276855
	Iteration 23Q: 3 clusters Score -6305902 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6305989.500000 Penalty: 5290.276855
	Iteration 24Q: 3 clusters Score -6305990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -6306072.500000 Penalty: 5290.276855
	Iteration 25Q: 3 clusters Score -6306072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6306156.500000 Penalty: 5290.276855
	Iteration 26Q: 3 clusters Score -6306156 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -6306252.000000 Penalty: 5290.276855
	Iteration 27Q: 3 clusters Score -6306252 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -6306309.500000 Penalty: 5290.276855
	Iteration 28Q: 3 clusters Score -6306310 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -6306392.000000 Penalty: 5290.276855
	Iteration 29Q: 3 clusters Score -6306392 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6306436.000000 Penalty: 5290.276855
	Iteration 30Q: 3 clusters Score -6306436 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -6306472.000000 Penalty: 5290.276855
	Iteration 31Q: 3 clusters Score -6306472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -6306522.500000 Penalty: 5290.276855
	Iteration 32Q: 3 clusters Score -6306522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6306550.500000 Penalty: 5290.276855
	Iteration 33Q: 3 clusters Score -6306550 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6306584.500000 Penalty: 5290.276855
	Iteration 34Q: 3 clusters Score -6306584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6306619.000000 Penalty: 5290.276855
	Iteration 35Q: 3 clusters Score -6306619 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -6306661.500000 Penalty: 5290.276855
	Iteration 36Q: 3 clusters Score -6306662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6306718.500000 Penalty: 5290.276855
	Iteration 37Q: 3 clusters Score -6306718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -6306750.500000 Penalty: 5290.276855
	Iteration 38Q: 3 clusters Score -6306750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -6306781.000000 Penalty: 5290.276855
	Iteration 39Q: 3 clusters Score -6306781 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -6306816.500000 Penalty: 5290.276855
	Iteration 40F: 3 clusters Score -6306816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -6306834.500000 Penalty: 5290.276855
	Iteration 41Q: 3 clusters Score -6306834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -6306880.500000 Penalty: 5290.276855
	Iteration 42Q: 3 clusters Score -6306880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -6306910.000000 Penalty: 5290.276855
	Iteration 43Q: 3 clusters Score -6306910 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -6306944.000000 Penalty: 5290.276855
	Iteration 44Q: 3 clusters Score -6306944 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -6306974.000000 Penalty: 5290.276855
	Iteration 45Q: 3 clusters Score -6306974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6307009.500000 Penalty: 5290.276855
	Iteration 46Q: 3 clusters Score -6307010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -6307017.000000 Penalty: 5290.276855
	Iteration 47Q: 3 clusters Score -6307017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -6307049.000000 Penalty: 5290.276855
	Iteration 48Q: 3 clusters Score -6307049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -6307077.000000 Penalty: 5290.276855
	Iteration 49Q: 3 clusters Score -6307077 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -6307105.000000 Penalty: 5290.276855
	Iteration 50Q: 3 clusters Score -6307105 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -6307131.500000 Penalty: 5290.276855
	Iteration 51Q: 3 clusters Score -6307132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -6307155.000000 Penalty: 5290.276855
	Iteration 52Q: 3 clusters Score -6307155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -6307165.500000 Penalty: 5290.276855
	Iteration 53Q: 3 clusters Score -6307166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -6307172.000000 Penalty: 5290.276855
	Iteration 54Q: 3 clusters Score -6307172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -6307189.000000 Penalty: 5290.276855
	Iteration 55Q: 3 clusters Score -6307189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -6307212.000000 Penalty: 5290.276855
	Iteration 56Q: 3 clusters Score -6307212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6307240.000000 Penalty: 5290.276855
	Iteration 57Q: 3 clusters Score -6307240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6307259.500000 Penalty: 5290.276855
	Iteration 58Q: 3 clusters Score -6307260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -6307253.500000 Penalty: 5290.276855
	Iteration 59Q: 3 clusters Score -6307254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -6307277.500000 Penalty: 5290.276855
	Iteration 60F: 3 clusters Score -6307278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6307296.000000 Penalty: 5290.276855
	Iteration 61Q: 3 clusters Score -6307296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -6307322.000000 Penalty: 5290.276855
	Iteration 62Q: 3 clusters Score -6307322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6307336.500000 Penalty: 5290.276855
	Iteration 63Q: 3 clusters Score -6307336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -6307345.500000 Penalty: 5290.276855
	Iteration 64Q: 3 clusters Score -6307346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -6307355.500000 Penalty: 5290.276855
	Iteration 65Q: 3 clusters Score -6307356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6307359.500000 Penalty: 5290.276855
	Iteration 66Q: 3 clusters Score -6307360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -6307360.000000 Penalty: 5290.276855
	Iteration 67Q: 3 clusters Score -6307360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -6307375.000000 Penalty: 5290.276855
	Iteration 68Q: 3 clusters Score -6307375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -6307377.500000 Penalty: 5290.276855
	Iteration 69Q: 3 clusters Score -6307378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -6307391.000000 Penalty: 5290.276855
	Iteration 70Q: 3 clusters Score -6307391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -6307405.500000 Penalty: 5290.276855
	Iteration 71Q: 3 clusters Score -6307406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -6307420.000000 Penalty: 5290.276855
	Iteration 72Q: 3 clusters Score -6307420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -6307421.000000 Penalty: 5290.276855
	Iteration 73Q: 3 clusters Score -6307421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -6307427.000000 Penalty: 5290.276855
	Iteration 74Q: 3 clusters Score -6307427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6307432.500000 Penalty: 5290.276855
	Iteration 75Q: 3 clusters Score -6307432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6307429.000000 Penalty: 5290.276855
	Iteration 76Q: 3 clusters Score -6307429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -6307437.000000 Penalty: 5290.276855
	Iteration 77Q: 3 clusters Score -6307437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6307431.500000 Penalty: 5290.276855
	Iteration 78Q: 3 clusters Score -6307432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6307434.000000 Penalty: 5290.276855
	Iteration 79Q: 3 clusters Score -6307434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -6307441.500000 Penalty: 5290.276855
	Iteration 80F: 3 clusters Score -6307442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -6307439.000000 Penalty: 5290.276855
	Iteration 81Q: 3 clusters Score -6307439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6307444.000000 Penalty: 5290.276855
	Iteration 82Q: 3 clusters Score -6307444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -6307443.000000 Penalty: 5290.276855
	Iteration 83Q: 3 clusters Score -6307443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -6307439.500000 Penalty: 5290.276855
	Iteration 84Q: 3 clusters Score -6307440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6307445.000000 Penalty: 5290.276855
	Iteration 85Q: 3 clusters Score -6307445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -6307453.500000 Penalty: 5290.276855
	Iteration 86Q: 3 clusters Score -6307454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6307446.000000 Penalty: 5290.276855
	Iteration 87Q: 3 clusters Score -6307446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -6307453.500000 Penalty: 5290.276855
	Iteration 88Q: 3 clusters Score -6307454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -6307453.000000 Penalty: 5290.276855
	Iteration 89Q: 3 clusters Score -6307453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -6307457.000000 Penalty: 5290.276855
	Iteration 90Q: 3 clusters Score -6307457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6307455.500000 Penalty: 5290.276855
	Iteration 91Q: 3 clusters Score -6307456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -6307457.500000 Penalty: 5290.276855
	Iteration 92Q: 3 clusters Score -6307458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6307454.000000 Penalty: 5290.276855
	Iteration 93Q: 3 clusters Score -6307454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -6307453.500000 Penalty: 5290.276855
	Iteration 94Q: 3 clusters Score -6307454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6307455.500000 Penalty: 5290.276855
	Iteration 95Q: 3 clusters Score -6307456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6307454.000000 Penalty: 5290.276855
	Iteration 96Q: 3 clusters Score -6307454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6307454.000000 Penalty: 5290.276855
	Iteration 97F: 3 clusters Score -6307454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Entering Unmasked Estep 
Score: -4412408.000000 Penalty: 2555.343994
	Iteration 0F: 2 clusters Score -4412408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4392025.000000 Penalty: 5110.687988
	Iteration 0F: 3 clusters Score -4392025 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4399377.000000 Penalty: 5110.687988
	Iteration 1F: 3 clusters Score -4399377 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4400051.500000 Penalty: 5110.687988
	Iteration 2F: 3 clusters Score -4400052 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4400926.000000 Penalty: 5110.687988
	Iteration 3F: 3 clusters Score -4400926 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4402068.500000 Penalty: 5110.687988
	Iteration 4F: 3 clusters Score -4402068 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4403709.000000 Penalty: 5110.687988
	Iteration 5F: 3 clusters Score -4403709 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4405723.500000 Penalty: 5110.687988
	Iteration 6F: 3 clusters Score -4405724 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -4407604.000000 Penalty: 5110.687988
	Iteration 7F: 3 clusters Score -4407604 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4408853.500000 Penalty: 5110.687988
	Iteration 8Q: 3 clusters Score -4408854 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4409484.000000 Penalty: 5110.687988
	Iteration 9Q: 3 clusters Score -4409484 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4409811.000000 Penalty: 5110.687988
	Iteration 10Q: 3 clusters Score -4409811 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4409971.500000 Penalty: 5110.687988
	Iteration 11Q: 3 clusters Score -4409972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4410072.500000 Penalty: 5110.687988
	Iteration 12Q: 3 clusters Score -4410072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4410123.000000 Penalty: 5110.687988
	Iteration 13Q: 3 clusters Score -4410123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4410159.500000 Penalty: 5110.687988
	Iteration 14Q: 3 clusters Score -4410160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4410175.000000 Penalty: 5110.687988
	Iteration 15Q: 3 clusters Score -4410175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4410189.000000 Penalty: 5110.687988
	Iteration 16Q: 3 clusters Score -4410189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4410196.500000 Penalty: 5110.687988
	Iteration 17Q: 3 clusters Score -4410196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4410200.000000 Penalty: 5110.687988
	Iteration 18Q: 3 clusters Score -4410200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4410205.000000 Penalty: 5110.687988
	Iteration 19Q: 3 clusters Score -4410205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4410213.000000 Penalty: 5110.687988
	Iteration 20F: 3 clusters Score -4410213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4410221.000000 Penalty: 5110.687988
	Iteration 21Q: 3 clusters Score -4410221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4410220.500000 Penalty: 5110.687988
	Iteration 22Q: 3 clusters Score -4410220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4410228.000000 Penalty: 5110.687988
	Iteration 23Q: 3 clusters Score -4410228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4410236.000000 Penalty: 5110.687988
	Iteration 24Q: 3 clusters Score -4410236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4410234.000000 Penalty: 5110.687988
	Iteration 25Q: 3 clusters Score -4410234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -4410237.000000 Penalty: 5110.687988
	Iteration 26Q: 3 clusters Score -4410237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4410242.000000 Penalty: 5110.687988
	Iteration 27Q: 3 clusters Score -4410242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4410243.500000 Penalty: 5110.687988
	Iteration 28Q: 3 clusters Score -4410244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4410251.000000 Penalty: 5110.687988
	Iteration 29Q: 3 clusters Score -4410251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4410256.500000 Penalty: 5110.687988
	Iteration 30Q: 3 clusters Score -4410256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4410262.000000 Penalty: 5110.687988
	Iteration 31Q: 3 clusters Score -4410262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4410261.500000 Penalty: 5110.687988
	Iteration 32Q: 3 clusters Score -4410262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4410268.000000 Penalty: 5110.687988
	Iteration 33Q: 3 clusters Score -4410268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4410272.000000 Penalty: 5110.687988
	Iteration 34Q: 3 clusters Score -4410272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4410273.000000 Penalty: 5110.687988
	Iteration 35Q: 3 clusters Score -4410273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4410271.000000 Penalty: 5110.687988
	Iteration 36Q: 3 clusters Score -4410271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4410272.500000 Penalty: 5110.687988
	Iteration 37Q: 3 clusters Score -4410272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4410272.000000 Penalty: 5110.687988
	Iteration 38Q: 3 clusters Score -4410272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4410274.500000 Penalty: 5110.687988
	Iteration 39Q: 3 clusters Score -4410274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4410276.500000 Penalty: 5110.687988
	Iteration 40F: 3 clusters Score -4410276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4410286.000000 Penalty: 5110.687988
	Iteration 41Q: 3 clusters Score -4410286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4410287.000000 Penalty: 5110.687988
	Iteration 42Q: 3 clusters Score -4410287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4410287.000000 Penalty: 5110.687988
	Iteration 43F: 3 clusters Score -4410287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -130038.328125 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -130038.3 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 476 members 
Entering Unmasked Estep 
Score: -128180.171875 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -128180.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128713.523438 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -128713.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129178.679688 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -129178.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129530.265625 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -129530.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129960.757812 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -129960.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130394.179688 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -130394.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130785.031250 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -130785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130937.273438 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -130937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130981.601562 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -130981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -131000.335938 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -131000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -131000.335938 Penalty: 3417.742188
	Iteration 10F: 3 clusters Score -131000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19908 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 29846 members 
Mstep: Class 14 contains 278 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 200009 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 148529 members 
Mstep: Class 19 contains 99124 members 
Mstep: Class 20 contains 45157 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 15260 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36684 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 705 members 
Entering Unmasked Estep 
Score: -128935816.000000 Penalty: 98646.656250
Splitting cluster 14 changes total score from -128936320.000000 to -128935816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Entering Unmasked Estep 
Score: -2768662.000000 Penalty: 2456.077393
	Iteration 0F: 2 clusters Score -2768662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2754544.250000 Penalty: 4912.154785
	Iteration 0F: 3 clusters Score -2754544 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2759411.250000 Penalty: 4912.154785
	Iteration 1F: 3 clusters Score -2759411 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2759891.750000 Penalty: 4912.154785
	Iteration 2F: 3 clusters Score -2759892 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2760324.250000 Penalty: 4912.154785
	Iteration 3Q: 3 clusters Score -2760324 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2760845.250000 Penalty: 4912.154785
	Iteration 4Q: 3 clusters Score -2760845 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2761493.750000 Penalty: 4912.154785
	Iteration 5F: 3 clusters Score -2761494 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2762208.000000 Penalty: 4912.154785
	Iteration 6F: 3 clusters Score -2762208 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2763017.500000 Penalty: 4912.154785
	Iteration 7F: 3 clusters Score -2763018 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2763943.250000 Penalty: 4912.154785
	Iteration 8F: 3 clusters Score -2763943 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2764861.750000 Penalty: 4912.154785
	Iteration 9F: 3 clusters Score -2764862 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2765683.250000 Penalty: 4912.154785
	Iteration 10Q: 3 clusters Score -2765683 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2766283.500000 Penalty: 4912.154785
	Iteration 11Q: 3 clusters Score -2766284 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2766763.000000 Penalty: 4912.154785
	Iteration 12Q: 3 clusters Score -2766763 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2767095.250000 Penalty: 4912.154785
	Iteration 13Q: 3 clusters Score -2767095 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2767316.250000 Penalty: 4912.154785
	Iteration 14Q: 3 clusters Score -2767316 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2767494.750000 Penalty: 4912.154785
	Iteration 15Q: 3 clusters Score -2767495 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2767608.750000 Penalty: 4912.154785
	Iteration 16Q: 3 clusters Score -2767609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2767702.500000 Penalty: 4912.154785
	Iteration 17Q: 3 clusters Score -2767702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2767773.500000 Penalty: 4912.154785
	Iteration 18Q: 3 clusters Score -2767774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2767832.250000 Penalty: 4912.154785
	Iteration 19Q: 3 clusters Score -2767832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2767870.750000 Penalty: 4912.154785
	Iteration 20F: 3 clusters Score -2767871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2767905.750000 Penalty: 4912.154785
	Iteration 21Q: 3 clusters Score -2767906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2767944.750000 Penalty: 4912.154785
	Iteration 22Q: 3 clusters Score -2767945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2767983.000000 Penalty: 4912.154785
	Iteration 23Q: 3 clusters Score -2767983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2768013.500000 Penalty: 4912.154785
	Iteration 24Q: 3 clusters Score -2768014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2768048.250000 Penalty: 4912.154785
	Iteration 25Q: 3 clusters Score -2768048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2768070.500000 Penalty: 4912.154785
	Iteration 26Q: 3 clusters Score -2768070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2768087.250000 Penalty: 4912.154785
	Iteration 27Q: 3 clusters Score -2768087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2768093.000000 Penalty: 4912.154785
	Iteration 28Q: 3 clusters Score -2768093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2768111.500000 Penalty: 4912.154785
	Iteration 29Q: 3 clusters Score -2768112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2768122.500000 Penalty: 4912.154785
	Iteration 30Q: 3 clusters Score -2768122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2768131.500000 Penalty: 4912.154785
	Iteration 31Q: 3 clusters Score -2768132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2768148.250000 Penalty: 4912.154785
	Iteration 32Q: 3 clusters Score -2768148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2768149.250000 Penalty: 4912.154785
	Iteration 33Q: 3 clusters Score -2768149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2768160.000000 Penalty: 4912.154785
	Iteration 34Q: 3 clusters Score -2768160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2768163.500000 Penalty: 4912.154785
	Iteration 35Q: 3 clusters Score -2768164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2768159.500000 Penalty: 4912.154785
	Iteration 36Q: 3 clusters Score -2768160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2768159.000000 Penalty: 4912.154785
	Iteration 37Q: 3 clusters Score -2768159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2768160.750000 Penalty: 4912.154785
	Iteration 38Q: 3 clusters Score -2768161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2768160.000000 Penalty: 4912.154785
	Iteration 39Q: 3 clusters Score -2768160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2768162.250000 Penalty: 4912.154785
	Iteration 40F: 3 clusters Score -2768162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2768160.500000 Penalty: 4912.154785
	Iteration 41Q: 3 clusters Score -2768160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2768158.500000 Penalty: 4912.154785
	Iteration 42Q: 3 clusters Score -2768158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2768158.500000 Penalty: 4912.154785
	Iteration 43F: 3 clusters Score -2768158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Entering Unmasked Estep 
Score: -29282732.000000 Penalty: 3027.117188
	Iteration 0F: 2 clusters Score -2.928273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -29157590.000000 Penalty: 6054.234375
	Iteration 0F: 3 clusters Score -2.915759e+07 nChanged 96419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -29214826.000000 Penalty: 6054.234375
	Iteration 1F: 3 clusters Score -2.921483e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -29215722.000000 Penalty: 6054.234375
	Iteration 2Q: 3 clusters Score -2.921572e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -29216686.000000 Penalty: 6054.234375
	Iteration 3Q: 3 clusters Score -2.921669e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -29218550.000000 Penalty: 6054.234375
	Iteration 4Q: 3 clusters Score -2.921855e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 115277 members 
Entering Unmasked Estep 
Score: -29221566.000000 Penalty: 6054.234375
	Iteration 5Q: 3 clusters Score -2.922157e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 122404 members 
Entering Unmasked Estep 
Score: -29226546.000000 Penalty: 6054.234375
	Iteration 6Q: 3 clusters Score -2.922655e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 131404 members 
Entering Unmasked Estep 
Score: -29233804.000000 Penalty: 6054.234375
	Iteration 7F: 3 clusters Score -2.92338e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 140913 members 
Entering Unmasked Estep 
Score: -29242782.000000 Penalty: 6054.234375
	Iteration 8F: 3 clusters Score -2.924278e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 148676 members 
Entering Unmasked Estep 
Score: -29251314.000000 Penalty: 6054.234375
	Iteration 9F: 3 clusters Score -2.925131e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -29257316.000000 Penalty: 6054.234375
	Iteration 10F: 3 clusters Score -2.925732e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -29260630.000000 Penalty: 6054.234375
	Iteration 11Q: 3 clusters Score -2.926063e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -29261964.000000 Penalty: 6054.234375
	Iteration 12Q: 3 clusters Score -2.926196e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -29262700.000000 Penalty: 6054.234375
	Iteration 13Q: 3 clusters Score -2.92627e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -29263088.000000 Penalty: 6054.234375
	Iteration 14Q: 3 clusters Score -2.926309e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -29263538.000000 Penalty: 6054.234375
	Iteration 15Q: 3 clusters Score -2.926354e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 161402 members 
Entering Unmasked Estep 
Score: -29264006.000000 Penalty: 6054.234375
	Iteration 16Q: 3 clusters Score -2.926401e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 162372 members 
Entering Unmasked Estep 
Score: -29264506.000000 Penalty: 6054.234375
	Iteration 17Q: 3 clusters Score -2.926451e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -29264924.000000 Penalty: 6054.234375
	Iteration 18Q: 3 clusters Score -2.926492e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -29265308.000000 Penalty: 6054.234375
	Iteration 19Q: 3 clusters Score -2.926531e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -29265808.000000 Penalty: 6054.234375
	Iteration 20F: 3 clusters Score -2.926581e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 166546 members 
Entering Unmasked Estep 
Score: -29266314.000000 Penalty: 6054.234375
	Iteration 21Q: 3 clusters Score -2.926631e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 167691 members 
Entering Unmasked Estep 
Score: -29266862.000000 Penalty: 6054.234375
	Iteration 22Q: 3 clusters Score -2.926686e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -29267384.000000 Penalty: 6054.234375
	Iteration 23Q: 3 clusters Score -2.926738e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -29268010.000000 Penalty: 6054.234375
	Iteration 24Q: 3 clusters Score -2.926801e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -29268732.000000 Penalty: 6054.234375
	Iteration 25Q: 3 clusters Score -2.926873e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 172486 members 
Entering Unmasked Estep 
Score: -29269342.000000 Penalty: 6054.234375
	Iteration 26Q: 3 clusters Score -2.926934e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 173768 members 
Entering Unmasked Estep 
Score: -29270170.000000 Penalty: 6054.234375
	Iteration 27Q: 3 clusters Score -2.927017e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 175037 members 
Entering Unmasked Estep 
Score: -29271034.000000 Penalty: 6054.234375
	Iteration 28Q: 3 clusters Score -2.927103e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 176413 members 
Entering Unmasked Estep 
Score: -29271956.000000 Penalty: 6054.234375
	Iteration 29Q: 3 clusters Score -2.927196e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -29272962.000000 Penalty: 6054.234375
	Iteration 30Q: 3 clusters Score -2.927296e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 179265 members 
Entering Unmasked Estep 
Score: -29273818.000000 Penalty: 6054.234375
	Iteration 31Q: 3 clusters Score -2.927382e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 180692 members 
Entering Unmasked Estep 
Score: -29274772.000000 Penalty: 6054.234375
	Iteration 32Q: 3 clusters Score -2.927477e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 182124 members 
Entering Unmasked Estep 
Score: -29275674.000000 Penalty: 6054.234375
	Iteration 33Q: 3 clusters Score -2.927567e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -29276274.000000 Penalty: 6054.234375
	Iteration 34Q: 3 clusters Score -2.927627e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 184882 members 
Entering Unmasked Estep 
Score: -29276732.000000 Penalty: 6054.234375
	Iteration 35Q: 3 clusters Score -2.927673e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 186169 members 
Entering Unmasked Estep 
Score: -29277506.000000 Penalty: 6054.234375
	Iteration 36Q: 3 clusters Score -2.927751e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
Score: -29277998.000000 Penalty: 6054.234375
	Iteration 37Q: 3 clusters Score -2.9278e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 188678 members 
Entering Unmasked Estep 
Score: -29278604.000000 Penalty: 6054.234375
	Iteration 38Q: 3 clusters Score -2.92786e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -29279292.000000 Penalty: 6054.234375
	Iteration 39Q: 3 clusters Score -2.927929e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 191060 members 
Entering Unmasked Estep 
Score: -29279814.000000 Penalty: 6054.234375
	Iteration 40F: 3 clusters Score -2.927981e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 192188 members 
Entering Unmasked Estep 
Score: -29280294.000000 Penalty: 6054.234375
	Iteration 41Q: 3 clusters Score -2.928029e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -29280652.000000 Penalty: 6054.234375
	Iteration 42Q: 3 clusters Score -2.928065e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 194058 members 
Entering Unmasked Estep 
Score: -29280968.000000 Penalty: 6054.234375
	Iteration 43Q: 3 clusters Score -2.928097e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -29281258.000000 Penalty: 6054.234375
	Iteration 44Q: 3 clusters Score -2.928126e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 195509 members 
Entering Unmasked Estep 
Score: -29281312.000000 Penalty: 6054.234375
	Iteration 45Q: 3 clusters Score -2.928131e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 196065 members 
Entering Unmasked Estep 
Score: -29281326.000000 Penalty: 6054.234375
	Iteration 46Q: 3 clusters Score -2.928133e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 196509 members 
Entering Unmasked Estep 
Score: -29281266.000000 Penalty: 6054.234375
	Iteration 47Q: 3 clusters Score -2.928127e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 196842 members 
Entering Unmasked Estep 
Score: -29281322.000000 Penalty: 6054.234375
	Iteration 48Q: 3 clusters Score -2.928132e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 197099 members 
Entering Unmasked Estep 
Score: -29281312.000000 Penalty: 6054.234375
	Iteration 49Q: 3 clusters Score -2.928131e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 197312 members 
Entering Unmasked Estep 
Score: -29281362.000000 Penalty: 6054.234375
	Iteration 50Q: 3 clusters Score -2.928136e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -29281334.000000 Penalty: 6054.234375
	Iteration 51Q: 3 clusters Score -2.928133e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 197611 members 
Entering Unmasked Estep 
Score: -29281310.000000 Penalty: 6054.234375
	Iteration 52Q: 3 clusters Score -2.928131e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -29281350.000000 Penalty: 6054.234375
	Iteration 53Q: 3 clusters Score -2.928135e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 197862 members 
Entering Unmasked Estep 
Score: -29281360.000000 Penalty: 6054.234375
	Iteration 54Q: 3 clusters Score -2.928136e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 197945 members 
Entering Unmasked Estep 
Score: -29281338.000000 Penalty: 6054.234375
	Iteration 55Q: 3 clusters Score -2.928134e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 198007 members 
Entering Unmasked Estep 
Score: -29281360.000000 Penalty: 6054.234375
	Iteration 56Q: 3 clusters Score -2.928136e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 198071 members 
Entering Unmasked Estep 
Score: -29281318.000000 Penalty: 6054.234375
	Iteration 57Q: 3 clusters Score -2.928132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -29281320.000000 Penalty: 6054.234375
	Iteration 58Q: 3 clusters Score -2.928132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 198161 members 
Entering Unmasked Estep 
Score: -29281296.000000 Penalty: 6054.234375
	Iteration 59Q: 3 clusters Score -2.92813e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 198201 members 
Entering Unmasked Estep 
Score: -29281272.000000 Penalty: 6054.234375
	Iteration 60F: 3 clusters Score -2.928127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 198255 members 
Entering Unmasked Estep 
Score: -29281244.000000 Penalty: 6054.234375
	Iteration 61Q: 3 clusters Score -2.928124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 198296 members 
Entering Unmasked Estep 
Score: -29281232.000000 Penalty: 6054.234375
	Iteration 62Q: 3 clusters Score -2.928123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 198321 members 
Entering Unmasked Estep 
Score: -29281204.000000 Penalty: 6054.234375
	Iteration 63Q: 3 clusters Score -2.92812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 198336 members 
Entering Unmasked Estep 
Score: -29281192.000000 Penalty: 6054.234375
	Iteration 64Q: 3 clusters Score -2.928119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 198361 members 
Entering Unmasked Estep 
Score: -29281218.000000 Penalty: 6054.234375
	Iteration 65Q: 3 clusters Score -2.928122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 198386 members 
Entering Unmasked Estep 
Score: -29281220.000000 Penalty: 6054.234375
	Iteration 66Q: 3 clusters Score -2.928122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 198405 members 
Entering Unmasked Estep 
Score: -29281216.000000 Penalty: 6054.234375
	Iteration 67Q: 3 clusters Score -2.928122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 198423 members 
Entering Unmasked Estep 
Score: -29281216.000000 Penalty: 6054.234375
	Iteration 68Q: 3 clusters Score -2.928122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 198433 members 
Entering Unmasked Estep 
Score: -29281206.000000 Penalty: 6054.234375
	Iteration 69Q: 3 clusters Score -2.928121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 198452 members 
Entering Unmasked Estep 
Score: -29281220.000000 Penalty: 6054.234375
	Iteration 70Q: 3 clusters Score -2.928122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 198465 members 
Entering Unmasked Estep 
Score: -29281210.000000 Penalty: 6054.234375
	Iteration 71Q: 3 clusters Score -2.928121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 198472 members 
Entering Unmasked Estep 
Score: -29281218.000000 Penalty: 6054.234375
	Iteration 72Q: 3 clusters Score -2.928122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 198480 members 
Entering Unmasked Estep 
Score: -29281196.000000 Penalty: 6054.234375
	Iteration 73Q: 3 clusters Score -2.92812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 198489 members 
Entering Unmasked Estep 
Score: -29281232.000000 Penalty: 6054.234375
	Iteration 74Q: 3 clusters Score -2.928123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 198497 members 
Entering Unmasked Estep 
Score: -29281194.000000 Penalty: 6054.234375
	Iteration 75Q: 3 clusters Score -2.928119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 198502 members 
Entering Unmasked Estep 
Score: -29281214.000000 Penalty: 6054.234375
	Iteration 76Q: 3 clusters Score -2.928121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 198508 members 
Entering Unmasked Estep 
Score: -29281218.000000 Penalty: 6054.234375
	Iteration 77Q: 3 clusters Score -2.928122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 198511 members 
Entering Unmasked Estep 
Score: -29281214.000000 Penalty: 6054.234375
	Iteration 78Q: 3 clusters Score -2.928121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 198514 members 
Entering Unmasked Estep 
Score: -29281200.000000 Penalty: 6054.234375
	Iteration 79Q: 3 clusters Score -2.92812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 198517 members 
Entering Unmasked Estep 
Score: -29281196.000000 Penalty: 6054.234375
	Iteration 80F: 3 clusters Score -2.92812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 198523 members 
Entering Unmasked Estep 
Score: -29281202.000000 Penalty: 6054.234375
	Iteration 81Q: 3 clusters Score -2.92812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 198532 members 
Entering Unmasked Estep 
Score: -29281222.000000 Penalty: 6054.234375
	Iteration 82Q: 3 clusters Score -2.928122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 198536 members 
Entering Unmasked Estep 
Score: -29281220.000000 Penalty: 6054.234375
	Iteration 83Q: 3 clusters Score -2.928122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 198541 members 
Entering Unmasked Estep 
Score: -29281210.000000 Penalty: 6054.234375
	Iteration 84Q: 3 clusters Score -2.928121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -29281204.000000 Penalty: 6054.234375
	Iteration 85Q: 3 clusters Score -2.92812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 198544 members 
Entering Unmasked Estep 
Score: -29281208.000000 Penalty: 6054.234375
	Iteration 86Q: 3 clusters Score -2.928121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 198547 members 
Entering Unmasked Estep 
Score: -29281214.000000 Penalty: 6054.234375
	Iteration 87Q: 3 clusters Score -2.928121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 198548 members 
Entering Unmasked Estep 
Score: -29281208.000000 Penalty: 6054.234375
	Iteration 88Q: 3 clusters Score -2.928121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 198548 members 
Entering Unmasked Estep 
Score: -29281208.000000 Penalty: 6054.234375
	Iteration 89F: 3 clusters Score -2.928121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -799054.312500 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -799054.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -794154.875000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -794154.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -795378.250000 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -795378.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -795580.687500 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -795580.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -795711.875000 Penalty: 4282.154297
	Iteration 3Q: 3 clusters Score -795711.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -795792.125000 Penalty: 4282.154297
	Iteration 4Q: 3 clusters Score -795792.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -795846.062500 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -795846.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -795889.875000 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -795889.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -795923.687500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -795923.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -795967.062500 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -795967.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -796007.750000 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -796007.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -796043.625000 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -796043.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -796078.375000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -796078.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -796112.000000 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -796112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -796158.062500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -796158.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -796198.500000 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -796198.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -796235.437500 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -796235.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -796278.562500 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -796278.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -796314.375000 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -796314.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -796352.875000 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -796352.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -796397.125000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -796397.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -796448.812500 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -796448.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -796497.875000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -796497.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -796563.625000 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -796563.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -796642.625000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -796642.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -796742.812500 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -796742.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -796846.375000 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -796846.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -796928.437500 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -796928.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -797005.437500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -797005.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -797065.562500 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -797065.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -797122.687500 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -797122.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -797166.500000 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -797166.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -797201.937500 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -797201.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -797240.312500 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -797240.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -797266.687500 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -797266.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -797287.812500 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -797287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -797297.437500 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -797297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -797301.812500 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -797301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -797312.000000 Penalty: 4282.154297
	Iteration 37Q: 3 clusters Score -797312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -797316.750000 Penalty: 4282.154297
	Iteration 38Q: 3 clusters Score -797316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -797321.500000 Penalty: 4282.154297
	Iteration 39Q: 3 clusters Score -797321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -797327.875000 Penalty: 4282.154297
	Iteration 40F: 3 clusters Score -797327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -797329.312500 Penalty: 4282.154297
	Iteration 41Q: 3 clusters Score -797329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -797331.187500 Penalty: 4282.154297
	Iteration 42Q: 3 clusters Score -797331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -797333.125000 Penalty: 4282.154297
	Iteration 43Q: 3 clusters Score -797333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -797333.125000 Penalty: 4282.154297
	Iteration 44F: 3 clusters Score -797333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (148529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148529 members 
Entering Unmasked Estep 
Score: -21762044.000000 Penalty: 2953.316895
	Iteration 0F: 2 clusters Score -2.176204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -21666526.000000 Penalty: 5906.633789
	Iteration 0F: 3 clusters Score -2.166653e+07 nChanged 70942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -21707538.000000 Penalty: 5906.633789
	Iteration 1F: 3 clusters Score -2.170754e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -21708732.000000 Penalty: 5906.633789
	Iteration 2Q: 3 clusters Score -2.170873e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -21710620.000000 Penalty: 5906.633789
	Iteration 3Q: 3 clusters Score -2.171062e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -21713620.000000 Penalty: 5906.633789
	Iteration 4Q: 3 clusters Score -2.171362e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -21719612.000000 Penalty: 5906.633789
	Iteration 5F: 3 clusters Score -2.171961e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -21729342.000000 Penalty: 5906.633789
	Iteration 6F: 3 clusters Score -2.172934e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -21741992.000000 Penalty: 5906.633789
	Iteration 7F: 3 clusters Score -2.174199e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -21752342.000000 Penalty: 5906.633789
	Iteration 8F: 3 clusters Score -2.175234e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -21757188.000000 Penalty: 5906.633789
	Iteration 9Q: 3 clusters Score -2.175719e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -21758716.000000 Penalty: 5906.633789
	Iteration 10Q: 3 clusters Score -2.175872e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -21759126.000000 Penalty: 5906.633789
	Iteration 11Q: 3 clusters Score -2.175913e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 148233 members 
Entering Unmasked Estep 
Score: -21759260.000000 Penalty: 5906.633789
	Iteration 12Q: 3 clusters Score -2.175926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 148266 members 
Entering Unmasked Estep 
Score: -21759320.000000 Penalty: 5906.633789
	Iteration 13Q: 3 clusters Score -2.175932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -21759358.000000 Penalty: 5906.633789
	Iteration 14Q: 3 clusters Score -2.175936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -21759396.000000 Penalty: 5906.633789
	Iteration 15Q: 3 clusters Score -2.17594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -21759416.000000 Penalty: 5906.633789
	Iteration 16Q: 3 clusters Score -2.175942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -21759428.000000 Penalty: 5906.633789
	Iteration 17Q: 3 clusters Score -2.175943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -21759444.000000 Penalty: 5906.633789
	Iteration 18Q: 3 clusters Score -2.175944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -21759438.000000 Penalty: 5906.633789
	Iteration 19Q: 3 clusters Score -2.175944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -21759454.000000 Penalty: 5906.633789
	Iteration 20F: 3 clusters Score -2.175945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -21759448.000000 Penalty: 5906.633789
	Iteration 21Q: 3 clusters Score -2.175945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -21759438.000000 Penalty: 5906.633789
	Iteration 22Q: 3 clusters Score -2.175944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -21759438.000000 Penalty: 5906.633789
	Iteration 23F: 3 clusters Score -2.175944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Entering Unmasked Estep 
Score: -14600472.000000 Penalty: 2853.023438
	Iteration 0F: 2 clusters Score -1.460047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -14534474.000000 Penalty: 5706.046875
	Iteration 0F: 3 clusters Score -1.453447e+07 nChanged 46992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -14561335.000000 Penalty: 5706.046875
	Iteration 1F: 3 clusters Score -1.456134e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -14562197.000000 Penalty: 5706.046875
	Iteration 2Q: 3 clusters Score -1.45622e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -14563187.000000 Penalty: 5706.046875
	Iteration 3Q: 3 clusters Score -1.456319e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -14564517.000000 Penalty: 5706.046875
	Iteration 4Q: 3 clusters Score -1.456452e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -14566223.000000 Penalty: 5706.046875
	Iteration 5Q: 3 clusters Score -1.456622e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -14568616.000000 Penalty: 5706.046875
	Iteration 6Q: 3 clusters Score -1.456862e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -14572159.000000 Penalty: 5706.046875
	Iteration 7F: 3 clusters Score -1.457216e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -14576901.000000 Penalty: 5706.046875
	Iteration 8F: 3 clusters Score -1.45769e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -14582007.000000 Penalty: 5706.046875
	Iteration 9F: 3 clusters Score -1.458201e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -14585695.000000 Penalty: 5706.046875
	Iteration 10F: 3 clusters Score -1.45857e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -14587286.000000 Penalty: 5706.046875
	Iteration 11Q: 3 clusters Score -1.458729e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -14587975.000000 Penalty: 5706.046875
	Iteration 12Q: 3 clusters Score -1.458798e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -14588280.000000 Penalty: 5706.046875
	Iteration 13Q: 3 clusters Score -1.458828e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -14588565.000000 Penalty: 5706.046875
	Iteration 14Q: 3 clusters Score -1.458856e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -14588718.000000 Penalty: 5706.046875
	Iteration 15Q: 3 clusters Score -1.458872e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -14589015.000000 Penalty: 5706.046875
	Iteration 16Q: 3 clusters Score -1.458902e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -14589294.000000 Penalty: 5706.046875
	Iteration 17Q: 3 clusters Score -1.458929e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -14589425.000000 Penalty: 5706.046875
	Iteration 18Q: 3 clusters Score -1.458942e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -14589669.000000 Penalty: 5706.046875
	Iteration 19Q: 3 clusters Score -1.458967e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -14589978.000000 Penalty: 5706.046875
	Iteration 20F: 3 clusters Score -1.458998e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -14590316.000000 Penalty: 5706.046875
	Iteration 21Q: 3 clusters Score -1.459032e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -14590802.000000 Penalty: 5706.046875
	Iteration 22Q: 3 clusters Score -1.45908e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -14591579.000000 Penalty: 5706.046875
	Iteration 23Q: 3 clusters Score -1.459158e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -14592706.000000 Penalty: 5706.046875
	Iteration 24Q: 3 clusters Score -1.459271e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -14594255.000000 Penalty: 5706.046875
	Iteration 25Q: 3 clusters Score -1.459426e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -14595901.000000 Penalty: 5706.046875
	Iteration 26Q: 3 clusters Score -1.45959e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -14597046.000000 Penalty: 5706.046875
	Iteration 27Q: 3 clusters Score -1.459705e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -14597872.000000 Penalty: 5706.046875
	Iteration 28Q: 3 clusters Score -1.459787e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -14598348.000000 Penalty: 5706.046875
	Iteration 29Q: 3 clusters Score -1.459835e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -14598671.000000 Penalty: 5706.046875
	Iteration 30Q: 3 clusters Score -1.459867e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 5706.046875
	Iteration 31Q: 3 clusters Score -1.459889e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -14599142.000000 Penalty: 5706.046875
	Iteration 32Q: 3 clusters Score -1.459914e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -14599370.000000 Penalty: 5706.046875
	Iteration 33Q: 3 clusters Score -1.459937e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -14599542.000000 Penalty: 5706.046875
	Iteration 34Q: 3 clusters Score -1.459954e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -14599748.000000 Penalty: 5706.046875
	Iteration 35Q: 3 clusters Score -1.459975e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -14599889.000000 Penalty: 5706.046875
	Iteration 36Q: 3 clusters Score -1.459989e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -14599942.000000 Penalty: 5706.046875
	Iteration 37Q: 3 clusters Score -1.459994e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -14600024.000000 Penalty: 5706.046875
	Iteration 38Q: 3 clusters Score -1.460002e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -14600160.000000 Penalty: 5706.046875
	Iteration 39Q: 3 clusters Score -1.460016e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -14600228.000000 Penalty: 5706.046875
	Iteration 40F: 3 clusters Score -1.460023e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -14600248.000000 Penalty: 5706.046875
	Iteration 41Q: 3 clusters Score -1.460025e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -14600315.000000 Penalty: 5706.046875
	Iteration 42Q: 3 clusters Score -1.460032e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -14600390.000000 Penalty: 5706.046875
	Iteration 43Q: 3 clusters Score -1.460039e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -14600438.000000 Penalty: 5706.046875
	Iteration 44Q: 3 clusters Score -1.460044e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -14600432.000000 Penalty: 5706.046875
	Iteration 45Q: 3 clusters Score -1.460043e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -14600468.000000 Penalty: 5706.046875
	Iteration 46Q: 3 clusters Score -1.460047e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -14600508.000000 Penalty: 5706.046875
	Iteration 47Q: 3 clusters Score -1.460051e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -14600514.000000 Penalty: 5706.046875
	Iteration 48Q: 3 clusters Score -1.460051e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -14600514.000000 Penalty: 5706.046875
	Iteration 49Q: 3 clusters Score -1.460051e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -14600533.000000 Penalty: 5706.046875
	Iteration 50Q: 3 clusters Score -1.460053e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -14600551.000000 Penalty: 5706.046875
	Iteration 51Q: 3 clusters Score -1.460055e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -14600571.000000 Penalty: 5706.046875
	Iteration 52Q: 3 clusters Score -1.460057e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -14600584.000000 Penalty: 5706.046875
	Iteration 53Q: 3 clusters Score -1.460058e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -14600567.000000 Penalty: 5706.046875
	Iteration 54Q: 3 clusters Score -1.460057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -14600586.000000 Penalty: 5706.046875
	Iteration 55Q: 3 clusters Score -1.460059e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -14600557.000000 Penalty: 5706.046875
	Iteration 56Q: 3 clusters Score -1.460056e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -14600585.000000 Penalty: 5706.046875
	Iteration 57Q: 3 clusters Score -1.460058e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -14600585.000000 Penalty: 5706.046875
	Iteration 58Q: 3 clusters Score -1.460058e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -14600597.000000 Penalty: 5706.046875
	Iteration 59Q: 3 clusters Score -1.46006e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -14600605.000000 Penalty: 5706.046875
	Iteration 60F: 3 clusters Score -1.46006e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -14600625.000000 Penalty: 5706.046875
	Iteration 61Q: 3 clusters Score -1.460062e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -14600642.000000 Penalty: 5706.046875
	Iteration 62Q: 3 clusters Score -1.460064e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -14600656.000000 Penalty: 5706.046875
	Iteration 63Q: 3 clusters Score -1.460066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -14600657.000000 Penalty: 5706.046875
	Iteration 64Q: 3 clusters Score -1.460066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -14600656.000000 Penalty: 5706.046875
	Iteration 65Q: 3 clusters Score -1.460066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -14600673.000000 Penalty: 5706.046875
	Iteration 66Q: 3 clusters Score -1.460067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -14600656.000000 Penalty: 5706.046875
	Iteration 67Q: 3 clusters Score -1.460066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -14600648.000000 Penalty: 5706.046875
	Iteration 68Q: 3 clusters Score -1.460065e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -14600686.000000 Penalty: 5706.046875
	Iteration 69Q: 3 clusters Score -1.460069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -14600682.000000 Penalty: 5706.046875
	Iteration 70Q: 3 clusters Score -1.460068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -14600694.000000 Penalty: 5706.046875
	Iteration 71Q: 3 clusters Score -1.460069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -14600686.000000 Penalty: 5706.046875
	Iteration 72Q: 3 clusters Score -1.460069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -14600691.000000 Penalty: 5706.046875
	Iteration 73Q: 3 clusters Score -1.460069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -14600690.000000 Penalty: 5706.046875
	Iteration 74Q: 3 clusters Score -1.460069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -14600711.000000 Penalty: 5706.046875
	Iteration 75Q: 3 clusters Score -1.460071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -14600695.000000 Penalty: 5706.046875
	Iteration 76Q: 3 clusters Score -1.46007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -14600705.000000 Penalty: 5706.046875
	Iteration 77Q: 3 clusters Score -1.46007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -14600722.000000 Penalty: 5706.046875
	Iteration 78Q: 3 clusters Score -1.460072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -14600695.000000 Penalty: 5706.046875
	Iteration 79Q: 3 clusters Score -1.46007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -14600676.000000 Penalty: 5706.046875
	Iteration 80F: 3 clusters Score -1.460068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -14600685.000000 Penalty: 5706.046875
	Iteration 81Q: 3 clusters Score -1.460068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -14600683.000000 Penalty: 5706.046875
	Iteration 82Q: 3 clusters Score -1.460068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -14600680.000000 Penalty: 5706.046875
	Iteration 83Q: 3 clusters Score -1.460068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -14600689.000000 Penalty: 5706.046875
	Iteration 84Q: 3 clusters Score -1.460069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -14600711.000000 Penalty: 5706.046875
	Iteration 85Q: 3 clusters Score -1.460071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -14600711.000000 Penalty: 5706.046875
	Iteration 86Q: 3 clusters Score -1.460071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -14600713.000000 Penalty: 5706.046875
	Iteration 87Q: 3 clusters Score -1.460071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -14600719.000000 Penalty: 5706.046875
	Iteration 88Q: 3 clusters Score -1.460072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -14600713.000000 Penalty: 5706.046875
	Iteration 89Q: 3 clusters Score -1.460071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -14600719.000000 Penalty: 5706.046875
	Iteration 90Q: 3 clusters Score -1.460072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -14600713.000000 Penalty: 5706.046875
	Iteration 91Q: 3 clusters Score -1.460071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -14600719.000000 Penalty: 5706.046875
	Iteration 92Q: 3 clusters Score -1.460072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -14600699.000000 Penalty: 5706.046875
	Iteration 93Q: 3 clusters Score -1.46007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -14600706.000000 Penalty: 5706.046875
	Iteration 94Q: 3 clusters Score -1.460071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -14600703.000000 Penalty: 5706.046875
	Iteration 95Q: 3 clusters Score -1.46007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -14600708.000000 Penalty: 5706.046875
	Iteration 96Q: 3 clusters Score -1.460071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -14600703.000000 Penalty: 5706.046875
	Iteration 97Q: 3 clusters Score -1.46007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -14600705.000000 Penalty: 5706.046875
	Iteration 98Q: 3 clusters Score -1.46007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -14600705.000000 Penalty: 5706.046875
	Iteration 99F: 3 clusters Score -1.46007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19908 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 29846 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 200009 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 148529 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 45157 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 15260 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36684 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 73966 members 
Entering Unmasked Estep 
Score: -128936776.000000 Penalty: 98646.656250
Splitting cluster 19 changes total score from -128936320.000000 to -128936776.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (45157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Entering Unmasked Estep 
Score: -6615757.000000 Penalty: 2658.039307
	Iteration 0F: 2 clusters Score -6615757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -6585344.500000 Penalty: 5316.078613
	Iteration 0F: 3 clusters Score -6585344 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -6596574.500000 Penalty: 5316.078613
	Iteration 1F: 3 clusters Score -6596574 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -6597209.000000 Penalty: 5316.078613
	Iteration 2Q: 3 clusters Score -6597209 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6597995.500000 Penalty: 5316.078613
	Iteration 3Q: 3 clusters Score -6597996 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -6599274.500000 Penalty: 5316.078613
	Iteration 4F: 3 clusters Score -6599274 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -6601408.500000 Penalty: 5316.078613
	Iteration 5F: 3 clusters Score -6601408 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6604334.500000 Penalty: 5316.078613
	Iteration 6F: 3 clusters Score -6604334 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6607777.500000 Penalty: 5316.078613
	Iteration 7F: 3 clusters Score -6607778 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -6610778.500000 Penalty: 5316.078613
	Iteration 8F: 3 clusters Score -6610778 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -6612986.000000 Penalty: 5316.078613
	Iteration 9F: 3 clusters Score -6612986 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -6614027.500000 Penalty: 5316.078613
	Iteration 10Q: 3 clusters Score -6614028 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6614458.500000 Penalty: 5316.078613
	Iteration 11Q: 3 clusters Score -6614458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -6614589.500000 Penalty: 5316.078613
	Iteration 12Q: 3 clusters Score -6614590 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -6614670.000000 Penalty: 5316.078613
	Iteration 13Q: 3 clusters Score -6614670 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -6614690.000000 Penalty: 5316.078613
	Iteration 14Q: 3 clusters Score -6614690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -6614702.000000 Penalty: 5316.078613
	Iteration 15Q: 3 clusters Score -6614702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6614731.500000 Penalty: 5316.078613
	Iteration 16Q: 3 clusters Score -6614732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -6614767.500000 Penalty: 5316.078613
	Iteration 17Q: 3 clusters Score -6614768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -6614792.500000 Penalty: 5316.078613
	Iteration 18Q: 3 clusters Score -6614792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -6614800.500000 Penalty: 5316.078613
	Iteration 19Q: 3 clusters Score -6614800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6614799.000000 Penalty: 5316.078613
	Iteration 20F: 3 clusters Score -6614799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -6614828.500000 Penalty: 5316.078613
	Iteration 21Q: 3 clusters Score -6614828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6614835.500000 Penalty: 5316.078613
	Iteration 22Q: 3 clusters Score -6614836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -6614837.000000 Penalty: 5316.078613
	Iteration 23Q: 3 clusters Score -6614837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -6614842.000000 Penalty: 5316.078613
	Iteration 24Q: 3 clusters Score -6614842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -6614861.500000 Penalty: 5316.078613
	Iteration 25Q: 3 clusters Score -6614862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -6614851.000000 Penalty: 5316.078613
	Iteration 26Q: 3 clusters Score -6614851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -6614846.000000 Penalty: 5316.078613
	Iteration 27Q: 3 clusters Score -6614846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -6614856.000000 Penalty: 5316.078613
	Iteration 28Q: 3 clusters Score -6614856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -6614845.500000 Penalty: 5316.078613
	Iteration 29Q: 3 clusters Score -6614846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6614852.000000 Penalty: 5316.078613
	Iteration 30Q: 3 clusters Score -6614852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -6614836.000000 Penalty: 5316.078613
	Iteration 31Q: 3 clusters Score -6614836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -6614849.500000 Penalty: 5316.078613
	Iteration 32Q: 3 clusters Score -6614850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6614866.000000 Penalty: 5316.078613
	Iteration 33Q: 3 clusters Score -6614866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6614869.500000 Penalty: 5316.078613
	Iteration 34Q: 3 clusters Score -6614870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -6614877.500000 Penalty: 5316.078613
	Iteration 35Q: 3 clusters Score -6614878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -6614883.000000 Penalty: 5316.078613
	Iteration 36Q: 3 clusters Score -6614883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6614876.000000 Penalty: 5316.078613
	Iteration 37Q: 3 clusters Score -6614876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -6614873.000000 Penalty: 5316.078613
	Iteration 38Q: 3 clusters Score -6614873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -6614873.500000 Penalty: 5316.078613
	Iteration 39Q: 3 clusters Score -6614874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -6614886.500000 Penalty: 5316.078613
	Iteration 40F: 3 clusters Score -6614886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -6614897.000000 Penalty: 5316.078613
	Iteration 41Q: 3 clusters Score -6614897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6614913.000000 Penalty: 5316.078613
	Iteration 42Q: 3 clusters Score -6614913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6614920.000000 Penalty: 5316.078613
	Iteration 43Q: 3 clusters Score -6614920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -6614913.500000 Penalty: 5316.078613
	Iteration 44Q: 3 clusters Score -6614914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -6614927.500000 Penalty: 5316.078613
	Iteration 45Q: 3 clusters Score -6614928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6614932.500000 Penalty: 5316.078613
	Iteration 46Q: 3 clusters Score -6614932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -6614948.500000 Penalty: 5316.078613
	Iteration 47Q: 3 clusters Score -6614948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -6614945.500000 Penalty: 5316.078613
	Iteration 48Q: 3 clusters Score -6614946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -6614933.000000 Penalty: 5316.078613
	Iteration 49Q: 3 clusters Score -6614933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -6614929.500000 Penalty: 5316.078613
	Iteration 50Q: 3 clusters Score -6614930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -6614950.000000 Penalty: 5316.078613
	Iteration 51Q: 3 clusters Score -6614950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -6614961.000000 Penalty: 5316.078613
	Iteration 52Q: 3 clusters Score -6614961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -6614959.500000 Penalty: 5316.078613
	Iteration 53Q: 3 clusters Score -6614960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -6614945.000000 Penalty: 5316.078613
	Iteration 54Q: 3 clusters Score -6614945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -6614956.500000 Penalty: 5316.078613
	Iteration 55Q: 3 clusters Score -6614956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -6614969.000000 Penalty: 5316.078613
	Iteration 56Q: 3 clusters Score -6614969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6614967.500000 Penalty: 5316.078613
	Iteration 57Q: 3 clusters Score -6614968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -6614966.000000 Penalty: 5316.078613
	Iteration 58Q: 3 clusters Score -6614966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6614964.500000 Penalty: 5316.078613
	Iteration 59Q: 3 clusters Score -6614964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6614978.000000 Penalty: 5316.078613
	Iteration 60F: 3 clusters Score -6614978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -6614993.000000 Penalty: 5316.078613
	Iteration 61Q: 3 clusters Score -6614993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6614998.500000 Penalty: 5316.078613
	Iteration 62Q: 3 clusters Score -6614998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -6615024.500000 Penalty: 5316.078613
	Iteration 63Q: 3 clusters Score -6615024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -6615020.000000 Penalty: 5316.078613
	Iteration 64Q: 3 clusters Score -6615020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -6615028.000000 Penalty: 5316.078613
	Iteration 65Q: 3 clusters Score -6615028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -6615036.500000 Penalty: 5316.078613
	Iteration 66Q: 3 clusters Score -6615036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -6615059.500000 Penalty: 5316.078613
	Iteration 67Q: 3 clusters Score -6615060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -6615072.000000 Penalty: 5316.078613
	Iteration 68Q: 3 clusters Score -6615072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6615083.500000 Penalty: 5316.078613
	Iteration 69Q: 3 clusters Score -6615084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6615121.500000 Penalty: 5316.078613
	Iteration 70Q: 3 clusters Score -6615122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -6615122.000000 Penalty: 5316.078613
	Iteration 71Q: 3 clusters Score -6615122 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -6615120.000000 Penalty: 5316.078613
	Iteration 72Q: 3 clusters Score -6615120 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -6615136.500000 Penalty: 5316.078613
	Iteration 73Q: 3 clusters Score -6615136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -6615167.500000 Penalty: 5316.078613
	Iteration 74Q: 3 clusters Score -6615168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6615173.000000 Penalty: 5316.078613
	Iteration 75Q: 3 clusters Score -6615173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -6615200.500000 Penalty: 5316.078613
	Iteration 76Q: 3 clusters Score -6615200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6615238.000000 Penalty: 5316.078613
	Iteration 77Q: 3 clusters Score -6615238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -6615279.000000 Penalty: 5316.078613
	Iteration 78Q: 3 clusters Score -6615279 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -6615311.000000 Penalty: 5316.078613
	Iteration 79Q: 3 clusters Score -6615311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -6615312.500000 Penalty: 5316.078613
	Iteration 80F: 3 clusters Score -6615312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6615352.500000 Penalty: 5316.078613
	Iteration 81Q: 3 clusters Score -6615352 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6615393.500000 Penalty: 5316.078613
	Iteration 82Q: 3 clusters Score -6615394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6615417.000000 Penalty: 5316.078613
	Iteration 83Q: 3 clusters Score -6615417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -6615436.000000 Penalty: 5316.078613
	Iteration 84Q: 3 clusters Score -6615436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6615450.500000 Penalty: 5316.078613
	Iteration 85Q: 3 clusters Score -6615450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6615445.000000 Penalty: 5316.078613
	Iteration 86Q: 3 clusters Score -6615445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -6615451.500000 Penalty: 5316.078613
	Iteration 87Q: 3 clusters Score -6615452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -6615455.500000 Penalty: 5316.078613
	Iteration 88Q: 3 clusters Score -6615456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6615486.500000 Penalty: 5316.078613
	Iteration 89Q: 3 clusters Score -6615486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -6615495.500000 Penalty: 5316.078613
	Iteration 90Q: 3 clusters Score -6615496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6615507.000000 Penalty: 5316.078613
	Iteration 91Q: 3 clusters Score -6615507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -6615529.500000 Penalty: 5316.078613
	Iteration 92Q: 3 clusters Score -6615530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -6615551.500000 Penalty: 5316.078613
	Iteration 93Q: 3 clusters Score -6615552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -6615558.000000 Penalty: 5316.078613
	Iteration 94Q: 3 clusters Score -6615558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -6615545.000000 Penalty: 5316.078613
	Iteration 95Q: 3 clusters Score -6615545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -6615552.500000 Penalty: 5316.078613
	Iteration 96Q: 3 clusters Score -6615552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -6615553.000000 Penalty: 5316.078613
	Iteration 97Q: 3 clusters Score -6615553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6615549.500000 Penalty: 5316.078613
	Iteration 98Q: 3 clusters Score -6615550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6615542.000000 Penalty: 5316.078613
	Iteration 99Q: 3 clusters Score -6615542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6615557.000000 Penalty: 5316.078613
	Iteration 100F: 3 clusters Score -6615557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6615571.500000 Penalty: 5316.078613
	Iteration 101Q: 3 clusters Score -6615572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -6615571.000000 Penalty: 5316.078613
	Iteration 102Q: 3 clusters Score -6615571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -6615569.500000 Penalty: 5316.078613
	Iteration 103Q: 3 clusters Score -6615570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -6615572.000000 Penalty: 5316.078613
	Iteration 104Q: 3 clusters Score -6615572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -6615588.500000 Penalty: 5316.078613
	Iteration 105Q: 3 clusters Score -6615588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6615599.000000 Penalty: 5316.078613
	Iteration 106Q: 3 clusters Score -6615599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -6615604.500000 Penalty: 5316.078613
	Iteration 107Q: 3 clusters Score -6615604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6615615.000000 Penalty: 5316.078613
	Iteration 108Q: 3 clusters Score -6615615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6615612.500000 Penalty: 5316.078613
	Iteration 109Q: 3 clusters Score -6615612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6615605.000000 Penalty: 5316.078613
	Iteration 110Q: 3 clusters Score -6615605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -6615618.000000 Penalty: 5316.078613
	Iteration 111Q: 3 clusters Score -6615618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6615612.000000 Penalty: 5316.078613
	Iteration 112Q: 3 clusters Score -6615612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -6615612.500000 Penalty: 5316.078613
	Iteration 113Q: 3 clusters Score -6615612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6615613.000000 Penalty: 5316.078613
	Iteration 114Q: 3 clusters Score -6615613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -6615603.500000 Penalty: 5316.078613
	Iteration 115Q: 3 clusters Score -6615604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6615609.500000 Penalty: 5316.078613
	Iteration 116Q: 3 clusters Score -6615610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -6615614.500000 Penalty: 5316.078613
	Iteration 117Q: 3 clusters Score -6615614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -6615616.500000 Penalty: 5316.078613
	Iteration 118Q: 3 clusters Score -6615616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -6615619.000000 Penalty: 5316.078613
	Iteration 119Q: 3 clusters Score -6615619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6615610.000000 Penalty: 5316.078613
	Iteration 120F: 3 clusters Score -6615610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6615607.000000 Penalty: 5316.078613
	Iteration 121Q: 3 clusters Score -6615607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6615612.000000 Penalty: 5316.078613
	Iteration 122Q: 3 clusters Score -6615612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6615610.500000 Penalty: 5316.078613
	Iteration 123Q: 3 clusters Score -6615610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6615619.000000 Penalty: 5316.078613
	Iteration 124Q: 3 clusters Score -6615619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6615620.500000 Penalty: 5316.078613
	Iteration 125Q: 3 clusters Score -6615620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6615622.500000 Penalty: 5316.078613
	Iteration 126Q: 3 clusters Score -6615622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -6615624.000000 Penalty: 5316.078613
	Iteration 127Q: 3 clusters Score -6615624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6615632.000000 Penalty: 5316.078613
	Iteration 128Q: 3 clusters Score -6615632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6615640.000000 Penalty: 5316.078613
	Iteration 129Q: 3 clusters Score -6615640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6615645.000000 Penalty: 5316.078613
	Iteration 130Q: 3 clusters Score -6615645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6615648.500000 Penalty: 5316.078613
	Iteration 131Q: 3 clusters Score -6615648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6615647.500000 Penalty: 5316.078613
	Iteration 132Q: 3 clusters Score -6615648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6615646.500000 Penalty: 5316.078613
	Iteration 133Q: 3 clusters Score -6615646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6615649.000000 Penalty: 5316.078613
	Iteration 134Q: 3 clusters Score -6615649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -6615650.000000 Penalty: 5316.078613
	Iteration 135Q: 3 clusters Score -6615650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -6615648.000000 Penalty: 5316.078613
	Iteration 136Q: 3 clusters Score -6615648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6615644.500000 Penalty: 5316.078613
	Iteration 137Q: 3 clusters Score -6615644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -6615643.500000 Penalty: 5316.078613
	Iteration 138Q: 3 clusters Score -6615644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -6615642.500000 Penalty: 5316.078613
	Iteration 139Q: 3 clusters Score -6615642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6615643.500000 Penalty: 5316.078613
	Iteration 140F: 3 clusters Score -6615644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -6615635.000000 Penalty: 5316.078613
	Iteration 141Q: 3 clusters Score -6615635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -6615639.000000 Penalty: 5316.078613
	Iteration 142Q: 3 clusters Score -6615639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -6615639.000000 Penalty: 5316.078613
	Iteration 143F: 3 clusters Score -6615639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1211225.625000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -1211226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1204216.625000 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -1204217 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1206243.750000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -1206244 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1206781.875000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -1206782 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1207237.625000 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -1207238 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1207661.250000 Penalty: 4514.192871
	Iteration 4F: 3 clusters Score -1207661 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1208063.375000 Penalty: 4514.192871
	Iteration 5F: 3 clusters Score -1208063 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1208457.750000 Penalty: 4514.192871
	Iteration 6F: 3 clusters Score -1208458 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1208802.125000 Penalty: 4514.192871
	Iteration 7F: 3 clusters Score -1208802 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1209132.375000 Penalty: 4514.192871
	Iteration 8F: 3 clusters Score -1209132 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1209422.875000 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -1209423 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1209721.125000 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -1209721 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1209966.000000 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -1209966 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1210167.250000 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -1210167 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1210315.125000 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -1210315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1210453.750000 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -1210454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1210578.125000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -1210578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1210656.875000 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -1210657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1210711.000000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -1210711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1210741.875000 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -1210742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1210759.250000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -1210759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1210768.000000 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -1210768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1210770.125000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -1210770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1210772.250000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -1210772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1210772.125000 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -1210772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1210774.875000 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -1210775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1210772.250000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -1210772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1210773.250000 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -1210773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1210773.250000 Penalty: 4514.192871
	Iteration 27F: 3 clusters Score -1210773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Entering Unmasked Estep 
Score: -6165382.500000 Penalty: 2645.820068
	Iteration 0F: 2 clusters Score -6165382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6136379.000000 Penalty: 5291.640137
	Iteration 0F: 3 clusters Score -6136379 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6146953.500000 Penalty: 5291.640137
	Iteration 1F: 3 clusters Score -6146954 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6147391.500000 Penalty: 5291.640137
	Iteration 2Q: 3 clusters Score -6147392 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6147780.000000 Penalty: 5291.640137
	Iteration 3Q: 3 clusters Score -6147780 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6148079.000000 Penalty: 5291.640137
	Iteration 4Q: 3 clusters Score -6148079 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -6148423.000000 Penalty: 5291.640137
	Iteration 5Q: 3 clusters Score -6148423 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6148727.500000 Penalty: 5291.640137
	Iteration 6Q: 3 clusters Score -6148728 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -6149132.000000 Penalty: 5291.640137
	Iteration 7Q: 3 clusters Score -6149132 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6149523.000000 Penalty: 5291.640137
	Iteration 8Q: 3 clusters Score -6149523 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -6150119.500000 Penalty: 5291.640137
	Iteration 9Q: 3 clusters Score -6150120 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6150839.000000 Penalty: 5291.640137
	Iteration 10Q: 3 clusters Score -6150839 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6151647.500000 Penalty: 5291.640137
	Iteration 11Q: 3 clusters Score -6151648 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -6152508.000000 Penalty: 5291.640137
	Iteration 12Q: 3 clusters Score -6152508 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6153362.500000 Penalty: 5291.640137
	Iteration 13Q: 3 clusters Score -6153362 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6154140.000000 Penalty: 5291.640137
	Iteration 14Q: 3 clusters Score -6154140 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6154806.000000 Penalty: 5291.640137
	Iteration 15Q: 3 clusters Score -6154806 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -6155345.500000 Penalty: 5291.640137
	Iteration 16Q: 3 clusters Score -6155346 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -6155796.500000 Penalty: 5291.640137
	Iteration 17Q: 3 clusters Score -6155796 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -6156165.500000 Penalty: 5291.640137
	Iteration 18Q: 3 clusters Score -6156166 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6156549.000000 Penalty: 5291.640137
	Iteration 19Q: 3 clusters Score -6156549 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -6156960.000000 Penalty: 5291.640137
	Iteration 20F: 3 clusters Score -6156960 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -6157446.000000 Penalty: 5291.640137
	Iteration 21Q: 3 clusters Score -6157446 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -6158049.000000 Penalty: 5291.640137
	Iteration 22Q: 3 clusters Score -6158049 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -6158746.500000 Penalty: 5291.640137
	Iteration 23Q: 3 clusters Score -6158746 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -6159638.000000 Penalty: 5291.640137
	Iteration 24Q: 3 clusters Score -6159638 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6160730.500000 Penalty: 5291.640137
	Iteration 25Q: 3 clusters Score -6160730 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -6161932.000000 Penalty: 5291.640137
	Iteration 26Q: 3 clusters Score -6161932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -6162465.000000 Penalty: 5291.640137
	Iteration 27Q: 3 clusters Score -6162465 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -6162663.000000 Penalty: 5291.640137
	Iteration 28Q: 3 clusters Score -6162663 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -6162755.500000 Penalty: 5291.640137
	Iteration 29Q: 3 clusters Score -6162756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6162814.500000 Penalty: 5291.640137
	Iteration 30Q: 3 clusters Score -6162814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -6162848.000000 Penalty: 5291.640137
	Iteration 31Q: 3 clusters Score -6162848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6162868.500000 Penalty: 5291.640137
	Iteration 32Q: 3 clusters Score -6162868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -6162880.500000 Penalty: 5291.640137
	Iteration 33Q: 3 clusters Score -6162880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6162887.000000 Penalty: 5291.640137
	Iteration 34Q: 3 clusters Score -6162887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6162907.000000 Penalty: 5291.640137
	Iteration 35Q: 3 clusters Score -6162907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -6162903.500000 Penalty: 5291.640137
	Iteration 36Q: 3 clusters Score -6162904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6162913.500000 Penalty: 5291.640137
	Iteration 37Q: 3 clusters Score -6162914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -6162921.500000 Penalty: 5291.640137
	Iteration 38Q: 3 clusters Score -6162922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -6162931.500000 Penalty: 5291.640137
	Iteration 39Q: 3 clusters Score -6162932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -6162931.500000 Penalty: 5291.640137
	Iteration 40F: 3 clusters Score -6162932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -6162939.000000 Penalty: 5291.640137
	Iteration 41Q: 3 clusters Score -6162939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -6162946.000000 Penalty: 5291.640137
	Iteration 42Q: 3 clusters Score -6162946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -6162939.000000 Penalty: 5291.640137
	Iteration 43Q: 3 clusters Score -6162939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -6162940.500000 Penalty: 5291.640137
	Iteration 44Q: 3 clusters Score -6162940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -6162941.500000 Penalty: 5291.640137
	Iteration 45Q: 3 clusters Score -6162942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -6162947.500000 Penalty: 5291.640137
	Iteration 46Q: 3 clusters Score -6162948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6162943.000000 Penalty: 5291.640137
	Iteration 47Q: 3 clusters Score -6162943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6162940.000000 Penalty: 5291.640137
	Iteration 48Q: 3 clusters Score -6162940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -6162945.500000 Penalty: 5291.640137
	Iteration 49Q: 3 clusters Score -6162946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -6162945.500000 Penalty: 5291.640137
	Iteration 50F: 3 clusters Score -6162946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Entering Unmasked Estep 
Score: -1940656.125000 Penalty: 2388.981445
	Iteration 0F: 2 clusters Score -1940656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1929684.625000 Penalty: 4777.962891
	Iteration 0F: 3 clusters Score -1929685 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1933735.750000 Penalty: 4777.962891
	Iteration 1F: 3 clusters Score -1933736 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1934632.500000 Penalty: 4777.962891
	Iteration 2F: 3 clusters Score -1934632 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1935448.375000 Penalty: 4777.962891
	Iteration 3F: 3 clusters Score -1935448 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1936177.250000 Penalty: 4777.962891
	Iteration 4F: 3 clusters Score -1936177 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1936746.375000 Penalty: 4777.962891
	Iteration 5F: 3 clusters Score -1936746 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1937199.250000 Penalty: 4777.962891
	Iteration 6F: 3 clusters Score -1937199 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1937527.750000 Penalty: 4777.962891
	Iteration 7Q: 3 clusters Score -1937528 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1937815.375000 Penalty: 4777.962891
	Iteration 8Q: 3 clusters Score -1937815 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1938041.750000 Penalty: 4777.962891
	Iteration 9Q: 3 clusters Score -1938042 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1938216.250000 Penalty: 4777.962891
	Iteration 10Q: 3 clusters Score -1938216 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1938353.000000 Penalty: 4777.962891
	Iteration 11Q: 3 clusters Score -1938353 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1938452.000000 Penalty: 4777.962891
	Iteration 12Q: 3 clusters Score -1938452 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1938512.625000 Penalty: 4777.962891
	Iteration 13Q: 3 clusters Score -1938513 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1938566.625000 Penalty: 4777.962891
	Iteration 14Q: 3 clusters Score -1938567 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1938623.375000 Penalty: 4777.962891
	Iteration 15Q: 3 clusters Score -1938623 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1938662.625000 Penalty: 4777.962891
	Iteration 16Q: 3 clusters Score -1938663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1938698.125000 Penalty: 4777.962891
	Iteration 17Q: 3 clusters Score -1938698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1938721.500000 Penalty: 4777.962891
	Iteration 18Q: 3 clusters Score -1938722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1938734.500000 Penalty: 4777.962891
	Iteration 19Q: 3 clusters Score -1938734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1938751.000000 Penalty: 4777.962891
	Iteration 20F: 3 clusters Score -1938751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1938776.125000 Penalty: 4777.962891
	Iteration 21Q: 3 clusters Score -1938776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1938795.625000 Penalty: 4777.962891
	Iteration 22Q: 3 clusters Score -1938796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1938806.875000 Penalty: 4777.962891
	Iteration 23Q: 3 clusters Score -1938807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1938813.375000 Penalty: 4777.962891
	Iteration 24Q: 3 clusters Score -1938813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1938823.000000 Penalty: 4777.962891
	Iteration 25Q: 3 clusters Score -1938823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1938832.625000 Penalty: 4777.962891
	Iteration 26Q: 3 clusters Score -1938833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1938837.625000 Penalty: 4777.962891
	Iteration 27Q: 3 clusters Score -1938838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1938845.500000 Penalty: 4777.962891
	Iteration 28Q: 3 clusters Score -1938846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1938849.000000 Penalty: 4777.962891
	Iteration 29Q: 3 clusters Score -1938849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1938857.000000 Penalty: 4777.962891
	Iteration 30Q: 3 clusters Score -1938857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1938863.375000 Penalty: 4777.962891
	Iteration 31Q: 3 clusters Score -1938863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1938865.625000 Penalty: 4777.962891
	Iteration 32Q: 3 clusters Score -1938866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1938864.750000 Penalty: 4777.962891
	Iteration 33Q: 3 clusters Score -1938865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1938872.625000 Penalty: 4777.962891
	Iteration 34Q: 3 clusters Score -1938873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1938870.000000 Penalty: 4777.962891
	Iteration 35Q: 3 clusters Score -1938870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1938879.250000 Penalty: 4777.962891
	Iteration 36Q: 3 clusters Score -1938879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1938885.375000 Penalty: 4777.962891
	Iteration 37Q: 3 clusters Score -1938885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1938900.375000 Penalty: 4777.962891
	Iteration 38Q: 3 clusters Score -1938900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1938916.875000 Penalty: 4777.962891
	Iteration 39Q: 3 clusters Score -1938917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1938935.500000 Penalty: 4777.962891
	Iteration 40F: 3 clusters Score -1938936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1938950.625000 Penalty: 4777.962891
	Iteration 41Q: 3 clusters Score -1938951 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1938977.750000 Penalty: 4777.962891
	Iteration 42Q: 3 clusters Score -1938978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1939002.125000 Penalty: 4777.962891
	Iteration 43Q: 3 clusters Score -1939002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1939038.000000 Penalty: 4777.962891
	Iteration 44Q: 3 clusters Score -1939038 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1939106.000000 Penalty: 4777.962891
	Iteration 45Q: 3 clusters Score -1939106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1939183.500000 Penalty: 4777.962891
	Iteration 46Q: 3 clusters Score -1939184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1939294.000000 Penalty: 4777.962891
	Iteration 47Q: 3 clusters Score -1939294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1939404.375000 Penalty: 4777.962891
	Iteration 48Q: 3 clusters Score -1939404 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1939531.500000 Penalty: 4777.962891
	Iteration 49Q: 3 clusters Score -1939532 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1939646.500000 Penalty: 4777.962891
	Iteration 50Q: 3 clusters Score -1939646 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1939752.375000 Penalty: 4777.962891
	Iteration 51Q: 3 clusters Score -1939752 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1939840.125000 Penalty: 4777.962891
	Iteration 52Q: 3 clusters Score -1939840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1939901.875000 Penalty: 4777.962891
	Iteration 53Q: 3 clusters Score -1939902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1939939.625000 Penalty: 4777.962891
	Iteration 54Q: 3 clusters Score -1939940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1939958.250000 Penalty: 4777.962891
	Iteration 55Q: 3 clusters Score -1939958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1939974.625000 Penalty: 4777.962891
	Iteration 56Q: 3 clusters Score -1939975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1939981.625000 Penalty: 4777.962891
	Iteration 57Q: 3 clusters Score -1939982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1939987.875000 Penalty: 4777.962891
	Iteration 58Q: 3 clusters Score -1939988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1940003.000000 Penalty: 4777.962891
	Iteration 59Q: 3 clusters Score -1940003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1940011.375000 Penalty: 4777.962891
	Iteration 60F: 3 clusters Score -1940011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1940015.625000 Penalty: 4777.962891
	Iteration 61Q: 3 clusters Score -1940016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1940016.625000 Penalty: 4777.962891
	Iteration 62Q: 3 clusters Score -1940017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1940018.500000 Penalty: 4777.962891
	Iteration 63Q: 3 clusters Score -1940018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1940025.875000 Penalty: 4777.962891
	Iteration 64Q: 3 clusters Score -1940026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1940025.125000 Penalty: 4777.962891
	Iteration 65Q: 3 clusters Score -1940025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1940030.000000 Penalty: 4777.962891
	Iteration 66Q: 3 clusters Score -1940030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1940032.500000 Penalty: 4777.962891
	Iteration 67Q: 3 clusters Score -1940032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1940030.500000 Penalty: 4777.962891
	Iteration 68Q: 3 clusters Score -1940030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1940031.125000 Penalty: 4777.962891
	Iteration 69Q: 3 clusters Score -1940031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1940031.500000 Penalty: 4777.962891
	Iteration 70Q: 3 clusters Score -1940032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1940032.375000 Penalty: 4777.962891
	Iteration 71Q: 3 clusters Score -1940032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1940030.625000 Penalty: 4777.962891
	Iteration 72Q: 3 clusters Score -1940031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1940030.625000 Penalty: 4777.962891
	Iteration 73F: 3 clusters Score -1940031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -1607148.375000 Penalty: 2314.693848
	Iteration 0F: 2 clusters Score -1607148 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 5649 members 
Entering Unmasked Estep 
Score: -1598729.625000 Penalty: 4629.387695
	Iteration 0F: 3 clusters Score -1598730 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1601303.125000 Penalty: 4629.387695
	Iteration 1F: 3 clusters Score -1601303 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1601630.250000 Penalty: 4629.387695
	Iteration 2F: 3 clusters Score -1601630 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1601874.250000 Penalty: 4629.387695
	Iteration 3Q: 3 clusters Score -1601874 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1602108.750000 Penalty: 4629.387695
	Iteration 4Q: 3 clusters Score -1602109 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1602381.375000 Penalty: 4629.387695
	Iteration 5Q: 3 clusters Score -1602381 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1602727.000000 Penalty: 4629.387695
	Iteration 6Q: 3 clusters Score -1602727 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1603184.750000 Penalty: 4629.387695
	Iteration 7F: 3 clusters Score -1603185 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1603739.375000 Penalty: 4629.387695
	Iteration 8F: 3 clusters Score -1603739 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1604290.500000 Penalty: 4629.387695
	Iteration 9F: 3 clusters Score -1604290 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1604702.875000 Penalty: 4629.387695
	Iteration 10Q: 3 clusters Score -1604703 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1604985.750000 Penalty: 4629.387695
	Iteration 11Q: 3 clusters Score -1604986 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1605136.000000 Penalty: 4629.387695
	Iteration 12Q: 3 clusters Score -1605136 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1605211.500000 Penalty: 4629.387695
	Iteration 13Q: 3 clusters Score -1605212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1605254.375000 Penalty: 4629.387695
	Iteration 14Q: 3 clusters Score -1605254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1605282.375000 Penalty: 4629.387695
	Iteration 15Q: 3 clusters Score -1605282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1605296.250000 Penalty: 4629.387695
	Iteration 16Q: 3 clusters Score -1605296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1605314.500000 Penalty: 4629.387695
	Iteration 17Q: 3 clusters Score -1605314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1605323.000000 Penalty: 4629.387695
	Iteration 18Q: 3 clusters Score -1605323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1605332.500000 Penalty: 4629.387695
	Iteration 19Q: 3 clusters Score -1605332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1605350.875000 Penalty: 4629.387695
	Iteration 20F: 3 clusters Score -1605351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1605352.500000 Penalty: 4629.387695
	Iteration 21Q: 3 clusters Score -1605352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1605360.875000 Penalty: 4629.387695
	Iteration 22Q: 3 clusters Score -1605361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1605368.000000 Penalty: 4629.387695
	Iteration 23Q: 3 clusters Score -1605368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1605373.250000 Penalty: 4629.387695
	Iteration 24Q: 3 clusters Score -1605373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1605374.625000 Penalty: 4629.387695
	Iteration 25Q: 3 clusters Score -1605375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1605380.500000 Penalty: 4629.387695
	Iteration 26Q: 3 clusters Score -1605380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1605377.000000 Penalty: 4629.387695
	Iteration 27Q: 3 clusters Score -1605377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1605376.125000 Penalty: 4629.387695
	Iteration 28Q: 3 clusters Score -1605376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1605381.125000 Penalty: 4629.387695
	Iteration 29Q: 3 clusters Score -1605381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1605380.875000 Penalty: 4629.387695
	Iteration 30Q: 3 clusters Score -1605381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1605380.875000 Penalty: 4629.387695
	Iteration 31F: 3 clusters Score -1605381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -848794.812500 Penalty: 2152.300781
	Iteration 0F: 2 clusters Score -848794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -843719.812500 Penalty: 4304.601562
	Iteration 0F: 3 clusters Score -843719.8 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -845003.500000 Penalty: 4304.601562
	Iteration 1F: 3 clusters Score -845003.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -845225.125000 Penalty: 4304.601562
	Iteration 2F: 3 clusters Score -845225.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -845406.625000 Penalty: 4304.601562
	Iteration 3F: 3 clusters Score -845406.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -845548.562500 Penalty: 4304.601562
	Iteration 4Q: 3 clusters Score -845548.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -845662.125000 Penalty: 4304.601562
	Iteration 5Q: 3 clusters Score -845662.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -845772.062500 Penalty: 4304.601562
	Iteration 6Q: 3 clusters Score -845772.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -845882.187500 Penalty: 4304.601562
	Iteration 7Q: 3 clusters Score -845882.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -845995.312500 Penalty: 4304.601562
	Iteration 8Q: 3 clusters Score -845995.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -846128.062500 Penalty: 4304.601562
	Iteration 9Q: 3 clusters Score -846128.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -846249.250000 Penalty: 4304.601562
	Iteration 10Q: 3 clusters Score -846249.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -846352.812500 Penalty: 4304.601562
	Iteration 11Q: 3 clusters Score -846352.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -846442.812500 Penalty: 4304.601562
	Iteration 12Q: 3 clusters Score -846442.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -846539.500000 Penalty: 4304.601562
	Iteration 13Q: 3 clusters Score -846539.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -846630.000000 Penalty: 4304.601562
	Iteration 14Q: 3 clusters Score -846630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -846700.875000 Penalty: 4304.601562
	Iteration 15Q: 3 clusters Score -846700.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -846752.687500 Penalty: 4304.601562
	Iteration 16Q: 3 clusters Score -846752.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -846783.562500 Penalty: 4304.601562
	Iteration 17Q: 3 clusters Score -846783.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -846809.000000 Penalty: 4304.601562
	Iteration 18Q: 3 clusters Score -846809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -846828.125000 Penalty: 4304.601562
	Iteration 19Q: 3 clusters Score -846828.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -846844.500000 Penalty: 4304.601562
	Iteration 20F: 3 clusters Score -846844.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -846854.437500 Penalty: 4304.601562
	Iteration 21Q: 3 clusters Score -846854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -846868.500000 Penalty: 4304.601562
	Iteration 22Q: 3 clusters Score -846868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -846880.500000 Penalty: 4304.601562
	Iteration 23Q: 3 clusters Score -846880.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -846888.875000 Penalty: 4304.601562
	Iteration 24Q: 3 clusters Score -846888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -846897.687500 Penalty: 4304.601562
	Iteration 25Q: 3 clusters Score -846897.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -846903.750000 Penalty: 4304.601562
	Iteration 26Q: 3 clusters Score -846903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -846911.500000 Penalty: 4304.601562
	Iteration 27Q: 3 clusters Score -846911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -846915.937500 Penalty: 4304.601562
	Iteration 28Q: 3 clusters Score -846915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -846921.187500 Penalty: 4304.601562
	Iteration 29Q: 3 clusters Score -846921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -846925.187500 Penalty: 4304.601562
	Iteration 30Q: 3 clusters Score -846925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -846928.312500 Penalty: 4304.601562
	Iteration 31Q: 3 clusters Score -846928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -846932.812500 Penalty: 4304.601562
	Iteration 32Q: 3 clusters Score -846932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -846934.125000 Penalty: 4304.601562
	Iteration 33Q: 3 clusters Score -846934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -846934.000000 Penalty: 4304.601562
	Iteration 34Q: 3 clusters Score -846934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -846934.000000 Penalty: 4304.601562
	Iteration 35F: 3 clusters Score -846934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Entering Unmasked Estep 
Score: -5172089.500000 Penalty: 2606.503662
	Iteration 0F: 2 clusters Score -5172090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5147150.500000 Penalty: 5213.007324
	Iteration 0F: 3 clusters Score -5147150 nChanged 16685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5156426.000000 Penalty: 5213.007324
	Iteration 1F: 3 clusters Score -5156426 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -5156884.500000 Penalty: 5213.007324
	Iteration 2Q: 3 clusters Score -5156884 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5157316.000000 Penalty: 5213.007324
	Iteration 3Q: 3 clusters Score -5157316 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5157686.500000 Penalty: 5213.007324
	Iteration 4Q: 3 clusters Score -5157686 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5158054.500000 Penalty: 5213.007324
	Iteration 5Q: 3 clusters Score -5158054 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5158433.500000 Penalty: 5213.007324
	Iteration 6Q: 3 clusters Score -5158434 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5158905.000000 Penalty: 5213.007324
	Iteration 7Q: 3 clusters Score -5158905 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -5159648.500000 Penalty: 5213.007324
	Iteration 8Q: 3 clusters Score -5159648 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5160650.000000 Penalty: 5213.007324
	Iteration 9Q: 3 clusters Score -5160650 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5161935.000000 Penalty: 5213.007324
	Iteration 10F: 3 clusters Score -5161935 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5163493.000000 Penalty: 5213.007324
	Iteration 11F: 3 clusters Score -5163493 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5165061.000000 Penalty: 5213.007324
	Iteration 12F: 3 clusters Score -5165061 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5166483.500000 Penalty: 5213.007324
	Iteration 13Q: 3 clusters Score -5166484 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 5213.007324
	Iteration 14Q: 3 clusters Score -5167579 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5168282.500000 Penalty: 5213.007324
	Iteration 15Q: 3 clusters Score -5168282 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5168738.000000 Penalty: 5213.007324
	Iteration 16Q: 3 clusters Score -5168738 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5169067.000000 Penalty: 5213.007324
	Iteration 17Q: 3 clusters Score -5169067 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5169293.500000 Penalty: 5213.007324
	Iteration 18Q: 3 clusters Score -5169294 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5169490.000000 Penalty: 5213.007324
	Iteration 19Q: 3 clusters Score -5169490 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5169617.000000 Penalty: 5213.007324
	Iteration 20F: 3 clusters Score -5169617 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5169716.000000 Penalty: 5213.007324
	Iteration 21Q: 3 clusters Score -5169716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5169791.000000 Penalty: 5213.007324
	Iteration 22Q: 3 clusters Score -5169791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5169837.500000 Penalty: 5213.007324
	Iteration 23Q: 3 clusters Score -5169838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5169869.000000 Penalty: 5213.007324
	Iteration 24Q: 3 clusters Score -5169869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5169904.500000 Penalty: 5213.007324
	Iteration 25Q: 3 clusters Score -5169904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5169935.000000 Penalty: 5213.007324
	Iteration 26Q: 3 clusters Score -5169935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5169968.500000 Penalty: 5213.007324
	Iteration 27Q: 3 clusters Score -5169968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5169983.500000 Penalty: 5213.007324
	Iteration 28Q: 3 clusters Score -5169984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5170008.000000 Penalty: 5213.007324
	Iteration 29Q: 3 clusters Score -5170008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5170015.500000 Penalty: 5213.007324
	Iteration 30Q: 3 clusters Score -5170016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5170020.000000 Penalty: 5213.007324
	Iteration 31Q: 3 clusters Score -5170020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5170021.500000 Penalty: 5213.007324
	Iteration 32Q: 3 clusters Score -5170022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5170030.000000 Penalty: 5213.007324
	Iteration 33Q: 3 clusters Score -5170030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5170039.500000 Penalty: 5213.007324
	Iteration 34Q: 3 clusters Score -5170040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5170040.000000 Penalty: 5213.007324
	Iteration 35Q: 3 clusters Score -5170040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5170045.000000 Penalty: 5213.007324
	Iteration 36Q: 3 clusters Score -5170045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5170045.500000 Penalty: 5213.007324
	Iteration 37Q: 3 clusters Score -5170046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5170047.000000 Penalty: 5213.007324
	Iteration 38Q: 3 clusters Score -5170047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5170049.000000 Penalty: 5213.007324
	Iteration 39Q: 3 clusters Score -5170049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5170053.000000 Penalty: 5213.007324
	Iteration 40F: 3 clusters Score -5170053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5170054.000000 Penalty: 5213.007324
	Iteration 41Q: 3 clusters Score -5170054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5170057.500000 Penalty: 5213.007324
	Iteration 42Q: 3 clusters Score -5170058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5170056.500000 Penalty: 5213.007324
	Iteration 43Q: 3 clusters Score -5170056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5170054.500000 Penalty: 5213.007324
	Iteration 44Q: 3 clusters Score -5170054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5170056.500000 Penalty: 5213.007324
	Iteration 45Q: 3 clusters Score -5170056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5170062.000000 Penalty: 5213.007324
	Iteration 46Q: 3 clusters Score -5170062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5170068.000000 Penalty: 5213.007324
	Iteration 47Q: 3 clusters Score -5170068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5170072.000000 Penalty: 5213.007324
	Iteration 48Q: 3 clusters Score -5170072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5170075.500000 Penalty: 5213.007324
	Iteration 49Q: 3 clusters Score -5170076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5170082.500000 Penalty: 5213.007324
	Iteration 50Q: 3 clusters Score -5170082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5170082.500000 Penalty: 5213.007324
	Iteration 51Q: 3 clusters Score -5170082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5170082.000000 Penalty: 5213.007324
	Iteration 52Q: 3 clusters Score -5170082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5170091.000000 Penalty: 5213.007324
	Iteration 53Q: 3 clusters Score -5170091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5170088.000000 Penalty: 5213.007324
	Iteration 54Q: 3 clusters Score -5170088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5170091.000000 Penalty: 5213.007324
	Iteration 55Q: 3 clusters Score -5170091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5170091.000000 Penalty: 5213.007324
	Iteration 56F: 3 clusters Score -5170091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -29044.164062 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -29044.16 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 129 members 
Entering Unmasked Estep 
Score: -27846.671875 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27846.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28037.904297 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -28037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28175.031250 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -28175.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28237.945312 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -28237.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28267.021484 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -28267.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28301.535156 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -28301.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28352.462891 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -28352.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28375.304688 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -28375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28388.076172 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -28388.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28401.273438 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -28401.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28401.273438 Penalty: 2756.186768
	Iteration 10F: 3 clusters Score -28401.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -86946.484375 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -86946.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85309.843750 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -85309.84 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85618.664062 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -85618.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85865.101562 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -85865.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86058.109375 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -86058.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86214.257812 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -86214.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86341.789062 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -86341.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86422.773438 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -86422.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86488.679688 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -86488.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86536.710938 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -86536.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86570.757812 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -86570.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86593.421875 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -86593.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86605.515625 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -86605.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86611.320312 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -86611.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86611.320312 Penalty: 3232.764893
	Iteration 13F: 3 clusters Score -86611.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19908 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 29846 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 200009 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 148529 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 45157 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 15260 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36684 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941400.000000 Penalty: 98646.656250
Iteration 199Q: 30 clusters Score -1.289414e+08 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37068 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19909 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 9046 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 43193 members 
Mstep: Class 13 contains 30356 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 201613 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 150239 members 
Mstep: Class 19 contains 24475 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 43004 members 
Mstep: Class 23 contains 15278 members 
Mstep: Class 24 contains 11313 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36683 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 69198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944608.000000 Penalty: 98646.656250
Iteration 200F: 30 clusters Score -1.289446e+08 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36957 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19914 members 
Mstep: Class 7 contains 3218 members 
Mstep: Class 8 contains 8991 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 19149 members 
Mstep: Class 12 contains 43295 members 
Mstep: Class 13 contains 30778 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 201434 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 151275 members 
Mstep: Class 19 contains 23966 members 
Mstep: Class 20 contains 45468 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 43077 members 
Mstep: Class 23 contains 15297 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 36629 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 67890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946720.000000 Penalty: 98646.656250
Iteration 201Q: 30 clusters Score -1.289467e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36937 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 19923 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 19159 members 
Mstep: Class 12 contains 43382 members 
Mstep: Class 13 contains 31158 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 20040 members 
Mstep: Class 16 contains 201344 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 152199 members 
Mstep: Class 19 contains 23607 members 
Mstep: Class 20 contains 45489 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 43096 members 
Mstep: Class 23 contains 15319 members 
Mstep: Class 24 contains 11330 members 
Mstep: Class 25 contains 5880 members 
Mstep: Class 26 contains 36577 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 66542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947560.000000 Penalty: 98646.656250
Iteration 202Q: 30 clusters Score -1.289476e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36920 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19928 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19171 members 
Mstep: Class 12 contains 43492 members 
Mstep: Class 13 contains 31487 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 20060 members 
Mstep: Class 16 contains 201189 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 153027 members 
Mstep: Class 19 contains 23297 members 
Mstep: Class 20 contains 45480 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 43110 members 
Mstep: Class 23 contains 15341 members 
Mstep: Class 24 contains 11339 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36533 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 65423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947776.000000 Penalty: 98646.656250
Iteration 203Q: 30 clusters Score -1.289478e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36923 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19929 members 
Mstep: Class 7 contains 3243 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 43565 members 
Mstep: Class 13 contains 31746 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20081 members 
Mstep: Class 16 contains 201102 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 153723 members 
Mstep: Class 19 contains 23018 members 
Mstep: Class 20 contains 45446 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 43122 members 
Mstep: Class 23 contains 15360 members 
Mstep: Class 24 contains 11351 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 36494 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 64465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948032.000000 Penalty: 98646.656250
Iteration 204Q: 30 clusters Score -1.28948e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36928 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 19929 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 43620 members 
Mstep: Class 13 contains 31950 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 20090 members 
Mstep: Class 16 contains 201029 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 154356 members 
Mstep: Class 19 contains 22786 members 
Mstep: Class 20 contains 45412 members 
Mstep: Class 21 contains 9000 members 
Mstep: Class 22 contains 43135 members 
Mstep: Class 23 contains 15384 members 
Mstep: Class 24 contains 11366 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36466 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 63642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 30 clusters Score -1.289481e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36947 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19929 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 8782 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 43647 members 
Mstep: Class 13 contains 32113 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 200978 members 
Mstep: Class 17 contains 5596 members 
Mstep: Class 18 contains 154909 members 
Mstep: Class 19 contains 22561 members 
Mstep: Class 20 contains 45354 members 
Mstep: Class 21 contains 9006 members 
Mstep: Class 22 contains 43153 members 
Mstep: Class 23 contains 15404 members 
Mstep: Class 24 contains 11376 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 36454 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 62931 members 
Entering Unmasked Estep 
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Iteration 206Q: 30 clusters Score -1.289481e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36959 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 19214 members 
Mstep: Class 12 contains 43681 members 
Mstep: Class 13 contains 32243 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 20094 members 
Mstep: Class 16 contains 200932 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 155379 members 
Mstep: Class 19 contains 22383 members 
Mstep: Class 20 contains 45297 members 
Mstep: Class 21 contains 9010 members 
Mstep: Class 22 contains 43159 members 
Mstep: Class 23 contains 15426 members 
Mstep: Class 24 contains 11382 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36434 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 62317 members 
Entering Unmasked Estep 
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Iteration 207Q: 30 clusters Score -1.28948e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36969 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 19934 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 19215 members 
Mstep: Class 12 contains 43705 members 
Mstep: Class 13 contains 32344 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 20104 members 
Mstep: Class 16 contains 200885 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 155763 members 
Mstep: Class 19 contains 22206 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 15452 members 
Mstep: Class 24 contains 11390 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36423 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 61820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 30 clusters Score -1.289478e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36973 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 19933 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 8732 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19221 members 
Mstep: Class 12 contains 43723 members 
Mstep: Class 13 contains 32421 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 20121 members 
Mstep: Class 16 contains 200881 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 18 contains 156074 members 
Mstep: Class 19 contains 22056 members 
Mstep: Class 20 contains 45177 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 43169 members 
Mstep: Class 23 contains 15472 members 
Mstep: Class 24 contains 11392 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36410 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 61407 members 
Entering Unmasked Estep 
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Iteration 209Q: 30 clusters Score -1.289478e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36970 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 19927 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 8718 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19234 members 
Mstep: Class 12 contains 43742 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20128 members 
Mstep: Class 16 contains 200901 members 
Mstep: Class 17 contains 5608 members 
Mstep: Class 18 contains 156323 members 
Mstep: Class 19 contains 21906 members 
Mstep: Class 20 contains 45118 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 43166 members 
Mstep: Class 23 contains 15498 members 
Mstep: Class 24 contains 11393 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36391 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 61112 members 
Entering Unmasked Estep 
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Iteration 210Q: 30 clusters Score -1.289475e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36961 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19927 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19240 members 
Mstep: Class 12 contains 43764 members 
Mstep: Class 13 contains 32529 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20136 members 
Mstep: Class 16 contains 200887 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 156581 members 
Mstep: Class 19 contains 21776 members 
Mstep: Class 20 contains 45057 members 
Mstep: Class 21 contains 9028 members 
Mstep: Class 22 contains 43169 members 
Mstep: Class 23 contains 15518 members 
Mstep: Class 24 contains 11397 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36376 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947536.000000 Penalty: 98646.656250
Iteration 211Q: 30 clusters Score -1.289475e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36960 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19927 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19245 members 
Mstep: Class 12 contains 43757 members 
Mstep: Class 13 contains 32571 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 200842 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 156832 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 45010 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 43176 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 11399 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36354 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947632.000000 Penalty: 98646.656250
Iteration 212Q: 30 clusters Score -1.289476e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98521 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36954 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19928 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 43746 members 
Mstep: Class 13 contains 32611 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20157 members 
Mstep: Class 16 contains 200835 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 157035 members 
Mstep: Class 19 contains 21598 members 
Mstep: Class 20 contains 44957 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 43184 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 11400 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36338 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 30 clusters Score -1.289477e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36962 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 19930 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 43725 members 
Mstep: Class 13 contains 32646 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20161 members 
Mstep: Class 16 contains 200815 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 157231 members 
Mstep: Class 19 contains 21516 members 
Mstep: Class 20 contains 44906 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 43192 members 
Mstep: Class 23 contains 15579 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36326 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947632.000000 Penalty: 98646.656250
Iteration 214Q: 30 clusters Score -1.289476e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36967 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 19927 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 8668 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19261 members 
Mstep: Class 12 contains 43717 members 
Mstep: Class 13 contains 32670 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20172 members 
Mstep: Class 16 contains 200802 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 157388 members 
Mstep: Class 19 contains 21444 members 
Mstep: Class 20 contains 44865 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 43194 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36320 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947592.000000 Penalty: 98646.656250
Iteration 215Q: 30 clusters Score -1.289476e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36970 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 19929 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19263 members 
Mstep: Class 12 contains 43708 members 
Mstep: Class 13 contains 32682 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20181 members 
Mstep: Class 16 contains 200841 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 157466 members 
Mstep: Class 19 contains 21382 members 
Mstep: Class 20 contains 44835 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 43190 members 
Mstep: Class 23 contains 15603 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36314 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947472.000000 Penalty: 98646.656250
Iteration 216Q: 30 clusters Score -1.289475e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36971 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 19930 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19263 members 
Mstep: Class 12 contains 43707 members 
Mstep: Class 13 contains 32692 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20192 members 
Mstep: Class 16 contains 200870 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 157525 members 
Mstep: Class 19 contains 21344 members 
Mstep: Class 20 contains 44800 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 43194 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36303 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947552.000000 Penalty: 98646.656250
Iteration 217Q: 30 clusters Score -1.289476e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36977 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 43701 members 
Mstep: Class 13 contains 32697 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20191 members 
Mstep: Class 16 contains 200872 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 157603 members 
Mstep: Class 19 contains 21314 members 
Mstep: Class 20 contains 44776 members 
Mstep: Class 21 contains 9035 members 
Mstep: Class 22 contains 43202 members 
Mstep: Class 23 contains 15632 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36298 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 60000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947384.000000 Penalty: 98646.656250
Iteration 218Q: 30 clusters Score -1.289474e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 36995 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8632 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 43692 members 
Mstep: Class 13 contains 32701 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20188 members 
Mstep: Class 16 contains 200852 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 157671 members 
Mstep: Class 19 contains 21288 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 11405 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36292 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947400.000000 Penalty: 98646.656250
Iteration 219Q: 30 clusters Score -1.289474e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37002 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 43688 members 
Mstep: Class 13 contains 32703 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20191 members 
Mstep: Class 16 contains 200842 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 157734 members 
Mstep: Class 19 contains 21266 members 
Mstep: Class 20 contains 44734 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 15661 members 
Mstep: Class 24 contains 11407 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36287 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947568.000000 Penalty: 98646.656250
Iteration 220F: 30 clusters Score -1.289476e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37012 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19272 members 
Mstep: Class 12 contains 43677 members 
Mstep: Class 13 contains 32709 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20197 members 
Mstep: Class 16 contains 200835 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 157770 members 
Mstep: Class 19 contains 21249 members 
Mstep: Class 20 contains 44721 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 43219 members 
Mstep: Class 23 contains 15670 members 
Mstep: Class 24 contains 11407 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36281 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59854 members 
Entering Unmasked Estep 
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Iteration 221Q: 30 clusters Score -1.289476e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37012 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19930 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8621 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19274 members 
Mstep: Class 12 contains 43671 members 
Mstep: Class 13 contains 32712 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20209 members 
Mstep: Class 16 contains 200814 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 157820 members 
Mstep: Class 19 contains 21241 members 
Mstep: Class 20 contains 44696 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 43220 members 
Mstep: Class 23 contains 15682 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36280 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59828 members 
Entering Unmasked Estep 
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Iteration 222Q: 30 clusters Score -1.289475e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37012 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8619 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 43671 members 
Mstep: Class 13 contains 32715 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20216 members 
Mstep: Class 16 contains 200794 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 157851 members 
Mstep: Class 19 contains 21240 members 
Mstep: Class 20 contains 44682 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 43226 members 
Mstep: Class 23 contains 15691 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36279 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59795 members 
Entering Unmasked Estep 
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Score: -128947440.000000 Penalty: 98646.656250
Iteration 223Q: 30 clusters Score -1.289474e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37020 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 43661 members 
Mstep: Class 13 contains 32715 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20228 members 
Mstep: Class 16 contains 200794 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 157887 members 
Mstep: Class 19 contains 21232 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 43231 members 
Mstep: Class 23 contains 15702 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 36278 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59775 members 
Entering Unmasked Estep 
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Iteration 224Q: 30 clusters Score -1.289475e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37016 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 8 contains 8615 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 43660 members 
Mstep: Class 13 contains 32719 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20240 members 
Mstep: Class 16 contains 200781 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 157936 members 
Mstep: Class 19 contains 21224 members 
Mstep: Class 20 contains 44635 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 43230 members 
Mstep: Class 23 contains 15709 members 
Mstep: Class 24 contains 11407 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36276 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947576.000000 Penalty: 98646.656250
Iteration 225Q: 30 clusters Score -1.289476e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37018 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 43655 members 
Mstep: Class 13 contains 32719 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20251 members 
Mstep: Class 16 contains 200764 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 157968 members 
Mstep: Class 19 contains 21213 members 
Mstep: Class 20 contains 44623 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 43231 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 11407 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36271 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947520.000000 Penalty: 98646.656250
Iteration 226Q: 30 clusters Score -1.289475e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37018 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 43649 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20252 members 
Mstep: Class 16 contains 200756 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 157983 members 
Mstep: Class 19 contains 21207 members 
Mstep: Class 20 contains 44620 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 43232 members 
Mstep: Class 23 contains 15722 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36265 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947536.000000 Penalty: 98646.656250
Iteration 227Q: 30 clusters Score -1.289475e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19933 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 8613 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 43640 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20258 members 
Mstep: Class 16 contains 200738 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 157997 members 
Mstep: Class 19 contains 21202 members 
Mstep: Class 20 contains 44615 members 
Mstep: Class 21 contains 9046 members 
Mstep: Class 22 contains 43236 members 
Mstep: Class 23 contains 15729 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36266 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947584.000000 Penalty: 98646.656250
Iteration 228Q: 30 clusters Score -1.289476e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19934 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 43637 members 
Mstep: Class 13 contains 32719 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20267 members 
Mstep: Class 16 contains 200726 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 158022 members 
Mstep: Class 19 contains 21197 members 
Mstep: Class 20 contains 44603 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43237 members 
Mstep: Class 23 contains 15736 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36265 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947488.000000 Penalty: 98646.656250
Iteration 229Q: 30 clusters Score -1.289475e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37022 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 19934 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 43634 members 
Mstep: Class 13 contains 32718 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20266 members 
Mstep: Class 16 contains 200709 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 158038 members 
Mstep: Class 19 contains 21192 members 
Mstep: Class 20 contains 44593 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43240 members 
Mstep: Class 23 contains 15745 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36267 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947336.000000 Penalty: 98646.656250
Iteration 230Q: 30 clusters Score -1.289473e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37020 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19935 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 8600 members 
Mstep: Class 9 contains 784 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 43634 members 
Mstep: Class 13 contains 32714 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20265 members 
Mstep: Class 16 contains 200686 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 158059 members 
Mstep: Class 19 contains 21191 members 
Mstep: Class 20 contains 44589 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43246 members 
Mstep: Class 23 contains 15754 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36265 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947256.000000 Penalty: 98646.656250
Iteration 231Q: 30 clusters Score -1.289473e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37016 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19938 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 8594 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 43631 members 
Mstep: Class 13 contains 32712 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20267 members 
Mstep: Class 16 contains 200672 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 158081 members 
Mstep: Class 19 contains 21189 members 
Mstep: Class 20 contains 44586 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43245 members 
Mstep: Class 23 contains 15763 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36261 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 232Q: 30 clusters Score -1.289473e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37018 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19939 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 43628 members 
Mstep: Class 13 contains 32712 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 200660 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 44588 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36254 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947240.000000 Penalty: 98646.656250
Iteration 233Q: 30 clusters Score -1.289472e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19940 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 43624 members 
Mstep: Class 13 contains 32714 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20279 members 
Mstep: Class 16 contains 200658 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 158115 members 
Mstep: Class 19 contains 21169 members 
Mstep: Class 20 contains 44582 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43240 members 
Mstep: Class 23 contains 15779 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36250 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947312.000000 Penalty: 98646.656250
Iteration 234Q: 30 clusters Score -1.289473e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37020 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 43626 members 
Mstep: Class 13 contains 32720 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 16 contains 200651 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 158126 members 
Mstep: Class 19 contains 21158 members 
Mstep: Class 20 contains 44572 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43237 members 
Mstep: Class 23 contains 15787 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36247 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947280.000000 Penalty: 98646.656250
Iteration 235Q: 30 clusters Score -1.289473e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37019 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 19942 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 43625 members 
Mstep: Class 13 contains 32728 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 16 contains 200651 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 158129 members 
Mstep: Class 19 contains 21148 members 
Mstep: Class 20 contains 44566 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43235 members 
Mstep: Class 23 contains 15795 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36243 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947256.000000 Penalty: 98646.656250
Iteration 236Q: 30 clusters Score -1.289473e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37020 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 19942 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 8591 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19283 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20288 members 
Mstep: Class 16 contains 200648 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 158136 members 
Mstep: Class 19 contains 21141 members 
Mstep: Class 20 contains 44555 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43238 members 
Mstep: Class 23 contains 15804 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36240 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 237Q: 30 clusters Score -1.289472e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37022 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 43624 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20289 members 
Mstep: Class 16 contains 200639 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158143 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 44551 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 43240 members 
Mstep: Class 23 contains 15807 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 238Q: 30 clusters Score -1.289473e+08 nChanged 71
Entering ConstructFrom: 
Score: -128947272.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (98826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Entering Unmasked Estep 
Score: -14555670.000000 Penalty: 2852.276611
	Iteration 0F: 2 clusters Score -1.455567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -14489898.000000 Penalty: 5704.553223
	Iteration 0F: 3 clusters Score -1.44899e+07 nChanged 46575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -14516804.000000 Penalty: 5704.553223
	Iteration 1F: 3 clusters Score -1.45168e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -14517912.000000 Penalty: 5704.553223
	Iteration 2Q: 3 clusters Score -1.451791e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -14519723.000000 Penalty: 5704.553223
	Iteration 3Q: 3 clusters Score -1.451972e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -14522279.000000 Penalty: 5704.553223
	Iteration 4Q: 3 clusters Score -1.452228e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -14525818.000000 Penalty: 5704.553223
	Iteration 5F: 3 clusters Score -1.452582e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -14530914.000000 Penalty: 5704.553223
	Iteration 6F: 3 clusters Score -1.453091e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -14536712.000000 Penalty: 5704.553223
	Iteration 7F: 3 clusters Score -1.453671e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -14542050.000000 Penalty: 5704.553223
	Iteration 8F: 3 clusters Score -1.454205e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -14546171.000000 Penalty: 5704.553223
	Iteration 9Q: 3 clusters Score -1.454617e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -14548918.000000 Penalty: 5704.553223
	Iteration 10Q: 3 clusters Score -1.454892e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -14550553.000000 Penalty: 5704.553223
	Iteration 11Q: 3 clusters Score -1.455055e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -14551474.000000 Penalty: 5704.553223
	Iteration 12Q: 3 clusters Score -1.455147e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -14552027.000000 Penalty: 5704.553223
	Iteration 13Q: 3 clusters Score -1.455203e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -14552371.000000 Penalty: 5704.553223
	Iteration 14Q: 3 clusters Score -1.455237e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14552613.000000 Penalty: 5704.553223
	Iteration 15Q: 3 clusters Score -1.455261e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -14552757.000000 Penalty: 5704.553223
	Iteration 16Q: 3 clusters Score -1.455276e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14552879.000000 Penalty: 5704.553223
	Iteration 17Q: 3 clusters Score -1.455288e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14552996.000000 Penalty: 5704.553223
	Iteration 18Q: 3 clusters Score -1.4553e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14553057.000000 Penalty: 5704.553223
	Iteration 19Q: 3 clusters Score -1.455306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14553115.000000 Penalty: 5704.553223
	Iteration 20F: 3 clusters Score -1.455312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14553144.000000 Penalty: 5704.553223
	Iteration 21Q: 3 clusters Score -1.455314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14553162.000000 Penalty: 5704.553223
	Iteration 22Q: 3 clusters Score -1.455316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14553190.000000 Penalty: 5704.553223
	Iteration 23Q: 3 clusters Score -1.455319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14553205.000000 Penalty: 5704.553223
	Iteration 24Q: 3 clusters Score -1.45532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14553239.000000 Penalty: 5704.553223
	Iteration 25Q: 3 clusters Score -1.455324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14553248.000000 Penalty: 5704.553223
	Iteration 26Q: 3 clusters Score -1.455325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14553266.000000 Penalty: 5704.553223
	Iteration 27Q: 3 clusters Score -1.455327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -14553266.000000 Penalty: 5704.553223
	Iteration 28Q: 3 clusters Score -1.455327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14553272.000000 Penalty: 5704.553223
	Iteration 29Q: 3 clusters Score -1.455327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14553263.000000 Penalty: 5704.553223
	Iteration 30Q: 3 clusters Score -1.455326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14553272.000000 Penalty: 5704.553223
	Iteration 31Q: 3 clusters Score -1.455327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14553277.000000 Penalty: 5704.553223
	Iteration 32Q: 3 clusters Score -1.455328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14553276.000000 Penalty: 5704.553223
	Iteration 33Q: 3 clusters Score -1.455328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14553279.000000 Penalty: 5704.553223
	Iteration 34Q: 3 clusters Score -1.455328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14553290.000000 Penalty: 5704.553223
	Iteration 35Q: 3 clusters Score -1.455329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14553289.000000 Penalty: 5704.553223
	Iteration 36Q: 3 clusters Score -1.455329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14553289.000000 Penalty: 5704.553223
	Iteration 37Q: 3 clusters Score -1.455329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14553289.000000 Penalty: 5704.553223
	Iteration 38Q: 3 clusters Score -1.455329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14553285.000000 Penalty: 5704.553223
	Iteration 39Q: 3 clusters Score -1.455328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14553290.000000 Penalty: 5704.553223
	Iteration 40F: 3 clusters Score -1.455329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14553289.000000 Penalty: 5704.553223
	Iteration 41Q: 3 clusters Score -1.455329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14553304.000000 Penalty: 5704.553223
	Iteration 42Q: 3 clusters Score -1.45533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14553310.000000 Penalty: 5704.553223
	Iteration 43Q: 3 clusters Score -1.455331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14553302.000000 Penalty: 5704.553223
	Iteration 44Q: 3 clusters Score -1.45533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14553310.000000 Penalty: 5704.553223
	Iteration 45Q: 3 clusters Score -1.455331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14553314.000000 Penalty: 5704.553223
	Iteration 46Q: 3 clusters Score -1.455331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14553312.000000 Penalty: 5704.553223
	Iteration 47Q: 3 clusters Score -1.455331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14553303.000000 Penalty: 5704.553223
	Iteration 48Q: 3 clusters Score -1.45533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14553305.000000 Penalty: 5704.553223
	Iteration 49Q: 3 clusters Score -1.45533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14553312.000000 Penalty: 5704.553223
	Iteration 50Q: 3 clusters Score -1.455331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14553302.000000 Penalty: 5704.553223
	Iteration 51Q: 3 clusters Score -1.45533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14553305.000000 Penalty: 5704.553223
	Iteration 52Q: 3 clusters Score -1.45533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14553308.000000 Penalty: 5704.553223
	Iteration 53Q: 3 clusters Score -1.455331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14553305.000000 Penalty: 5704.553223
	Iteration 54Q: 3 clusters Score -1.45533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14553305.000000 Penalty: 5704.553223
	Iteration 55F: 3 clusters Score -1.45533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -106954.367188 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -106954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105302.257812 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -105302.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105878.328125 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -105878.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106268.875000 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -106268.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106922.898438 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -106922.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107110.625000 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -107110.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107429.890625 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -107429.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107620.046875 Penalty: 3355.459229
	Iteration 6F: 3 clusters Score -107620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107754.937500 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -107754.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107872.953125 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -107873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108017.164062 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -108017.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108191.437500 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -108191.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -108423.156250 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -108423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -108437.640625 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -108437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108440.632812 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -108440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108442.281250 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -108442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108442.281250 Penalty: 3355.459229
	Iteration 15F: 3 clusters Score -108442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200624 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 44548 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 270 members 
Entering Unmasked Estep 
Score: -128947168.000000 Penalty: 102048.265625
Splitting cluster 2 changes total score from -128947272.000000 to -128947168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (37021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Entering Unmasked Estep 
Score: -5149906.500000 Penalty: 2608.771729
	Iteration 0F: 2 clusters Score -5149906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5124622.500000 Penalty: 5217.543457
	Iteration 0F: 3 clusters Score -5124622 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5133780.500000 Penalty: 5217.543457
	Iteration 1F: 3 clusters Score -5133780 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5134382.000000 Penalty: 5217.543457
	Iteration 2Q: 3 clusters Score -5134382 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5134946.000000 Penalty: 5217.543457
	Iteration 3Q: 3 clusters Score -5134946 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5135722.500000 Penalty: 5217.543457
	Iteration 4Q: 3 clusters Score -5135722 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5136552.000000 Penalty: 5217.543457
	Iteration 5F: 3 clusters Score -5136552 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5137409.500000 Penalty: 5217.543457
	Iteration 6F: 3 clusters Score -5137410 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5138338.000000 Penalty: 5217.543457
	Iteration 7F: 3 clusters Score -5138338 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5139359.500000 Penalty: 5217.543457
	Iteration 8F: 3 clusters Score -5139360 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5140443.500000 Penalty: 5217.543457
	Iteration 9F: 3 clusters Score -5140444 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5141517.000000 Penalty: 5217.543457
	Iteration 10Q: 3 clusters Score -5141517 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5142587.500000 Penalty: 5217.543457
	Iteration 11Q: 3 clusters Score -5142588 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5143670.500000 Penalty: 5217.543457
	Iteration 12Q: 3 clusters Score -5143670 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5144696.500000 Penalty: 5217.543457
	Iteration 13Q: 3 clusters Score -5144696 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -5145478.000000 Penalty: 5217.543457
	Iteration 14Q: 3 clusters Score -5145478 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5146099.000000 Penalty: 5217.543457
	Iteration 15Q: 3 clusters Score -5146099 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -5146536.000000 Penalty: 5217.543457
	Iteration 16Q: 3 clusters Score -5146536 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -5146903.000000 Penalty: 5217.543457
	Iteration 17Q: 3 clusters Score -5146903 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -5147274.500000 Penalty: 5217.543457
	Iteration 18Q: 3 clusters Score -5147274 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5147571.000000 Penalty: 5217.543457
	Iteration 19Q: 3 clusters Score -5147571 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5147818.000000 Penalty: 5217.543457
	Iteration 20F: 3 clusters Score -5147818 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5148026.500000 Penalty: 5217.543457
	Iteration 21Q: 3 clusters Score -5148026 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5148246.500000 Penalty: 5217.543457
	Iteration 22Q: 3 clusters Score -5148246 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -5148473.000000 Penalty: 5217.543457
	Iteration 23Q: 3 clusters Score -5148473 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -5148645.000000 Penalty: 5217.543457
	Iteration 24Q: 3 clusters Score -5148645 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5148772.000000 Penalty: 5217.543457
	Iteration 25Q: 3 clusters Score -5148772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -5148830.500000 Penalty: 5217.543457
	Iteration 26Q: 3 clusters Score -5148830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5148873.000000 Penalty: 5217.543457
	Iteration 27Q: 3 clusters Score -5148873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5148918.500000 Penalty: 5217.543457
	Iteration 28Q: 3 clusters Score -5148918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5148931.500000 Penalty: 5217.543457
	Iteration 29Q: 3 clusters Score -5148932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -5148947.000000 Penalty: 5217.543457
	Iteration 30Q: 3 clusters Score -5148947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -5148947.500000 Penalty: 5217.543457
	Iteration 31Q: 3 clusters Score -5148948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5148950.000000 Penalty: 5217.543457
	Iteration 32Q: 3 clusters Score -5148950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5148953.500000 Penalty: 5217.543457
	Iteration 33Q: 3 clusters Score -5148954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5148963.000000 Penalty: 5217.543457
	Iteration 34Q: 3 clusters Score -5148963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5148964.000000 Penalty: 5217.543457
	Iteration 35Q: 3 clusters Score -5148964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5148988.500000 Penalty: 5217.543457
	Iteration 36Q: 3 clusters Score -5148988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -5148986.500000 Penalty: 5217.543457
	Iteration 37Q: 3 clusters Score -5148986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5148990.500000 Penalty: 5217.543457
	Iteration 38Q: 3 clusters Score -5148990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5148995.500000 Penalty: 5217.543457
	Iteration 39Q: 3 clusters Score -5148996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5148996.500000 Penalty: 5217.543457
	Iteration 40F: 3 clusters Score -5148996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5148992.500000 Penalty: 5217.543457
	Iteration 41Q: 3 clusters Score -5148992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5148997.500000 Penalty: 5217.543457
	Iteration 42Q: 3 clusters Score -5148998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5148996.000000 Penalty: 5217.543457
	Iteration 43Q: 3 clusters Score -5148996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5148996.000000 Penalty: 5217.543457
	Iteration 44F: 3 clusters Score -5148996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -223145.421875 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -223145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -220831.984375 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -220832 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -221282.218750 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -221282.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -221403.296875 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -221403.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -221469.968750 Penalty: 3645.537354
	Iteration 3Q: 3 clusters Score -221470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221505.031250 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -221505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221521.859375 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -221521.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -221543.406250 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -221543.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -221561.296875 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -221561.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -221581.062500 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -221581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -221594.468750 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -221594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -221605.406250 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -221605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221616.093750 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -221616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -221626.765625 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -221626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -221635.718750 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -221635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -221638.218750 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -221638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -221642.937500 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -221642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -221646.796875 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -221646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -221648.765625 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -221648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -221651.812500 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -221651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -221658.078125 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -221658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -221661.531250 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -221661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -221663.953125 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -221664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -221665.765625 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -221665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -221666.265625 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -221666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -221666.921875 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -221666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -221667.906250 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -221667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -221668.250000 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -221668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -221668.250000 Penalty: 3645.537354
	Iteration 27F: 3 clusters Score -221668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -345280.218750 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -345280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -342274.687500 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -342274.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -342977.187500 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -342977.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -343349.406250 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -343349.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -343753.500000 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -343753.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -344248.156250 Penalty: 3910.376465
	Iteration 4F: 3 clusters Score -344248.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -344694.062500 Penalty: 3910.376465
	Iteration 5F: 3 clusters Score -344694.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -344994.281250 Penalty: 3910.376465
	Iteration 6F: 3 clusters Score -344994.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -345173.500000 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -345173.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345252.562500 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -345252.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -345302.125000 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -345302.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -345339.312500 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -345339.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -345370.687500 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -345370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -345403.437500 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -345403.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -345442.593750 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -345442.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -345467.468750 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -345467.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -345480.781250 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -345480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -345487.218750 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -345487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -345490.093750 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -345490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345492.750000 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -345492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -345493.812500 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -345493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -345494.031250 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -345494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -345494.062500 Penalty: 3910.376465
	Iteration 21Q: 3 clusters Score -345494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -345494.843750 Penalty: 3910.376465
	Iteration 22Q: 3 clusters Score -345494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345495.093750 Penalty: 3910.376465
	Iteration 23Q: 3 clusters Score -345495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345495.093750 Penalty: 3910.376465
	Iteration 24F: 3 clusters Score -345495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200624 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 44548 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 1453 members 
Entering Unmasked Estep 
Score: -128946024.000000 Penalty: 102048.265625
Splitting cluster 5 changes total score from -128947272.000000 to -128946024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Entering Unmasked Estep 
Score: -2875177.000000 Penalty: 2455.332275
	Iteration 0F: 2 clusters Score -2875177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2861178.250000 Penalty: 4910.664551
	Iteration 0F: 3 clusters Score -2861178 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2865822.000000 Penalty: 4910.664551
	Iteration 1F: 3 clusters Score -2865822 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2866175.000000 Penalty: 4910.664551
	Iteration 2F: 3 clusters Score -2866175 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2866447.250000 Penalty: 4910.664551
	Iteration 3Q: 3 clusters Score -2866447 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2866660.500000 Penalty: 4910.664551
	Iteration 4Q: 3 clusters Score -2866660 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2866861.000000 Penalty: 4910.664551
	Iteration 5Q: 3 clusters Score -2866861 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2867034.500000 Penalty: 4910.664551
	Iteration 6Q: 3 clusters Score -2867034 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2867236.250000 Penalty: 4910.664551
	Iteration 7Q: 3 clusters Score -2867236 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2867462.250000 Penalty: 4910.664551
	Iteration 8Q: 3 clusters Score -2867462 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2867728.250000 Penalty: 4910.664551
	Iteration 9Q: 3 clusters Score -2867728 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2868084.500000 Penalty: 4910.664551
	Iteration 10Q: 3 clusters Score -2868084 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2868568.000000 Penalty: 4910.664551
	Iteration 11Q: 3 clusters Score -2868568 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2869176.000000 Penalty: 4910.664551
	Iteration 12Q: 3 clusters Score -2869176 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2869893.750000 Penalty: 4910.664551
	Iteration 13F: 3 clusters Score -2869894 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2870692.250000 Penalty: 4910.664551
	Iteration 14F: 3 clusters Score -2870692 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2871495.000000 Penalty: 4910.664551
	Iteration 15Q: 3 clusters Score -2871495 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2872088.500000 Penalty: 4910.664551
	Iteration 16Q: 3 clusters Score -2872088 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2872449.250000 Penalty: 4910.664551
	Iteration 17Q: 3 clusters Score -2872449 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2872676.000000 Penalty: 4910.664551
	Iteration 18Q: 3 clusters Score -2872676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2872818.750000 Penalty: 4910.664551
	Iteration 19Q: 3 clusters Score -2872819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2872902.500000 Penalty: 4910.664551
	Iteration 20F: 3 clusters Score -2872902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2872950.000000 Penalty: 4910.664551
	Iteration 21Q: 3 clusters Score -2872950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2872972.750000 Penalty: 4910.664551
	Iteration 22Q: 3 clusters Score -2872973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2872994.750000 Penalty: 4910.664551
	Iteration 23Q: 3 clusters Score -2872995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2873019.000000 Penalty: 4910.664551
	Iteration 24Q: 3 clusters Score -2873019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2873034.500000 Penalty: 4910.664551
	Iteration 25Q: 3 clusters Score -2873034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2873042.000000 Penalty: 4910.664551
	Iteration 26Q: 3 clusters Score -2873042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2873053.500000 Penalty: 4910.664551
	Iteration 27Q: 3 clusters Score -2873054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2873065.500000 Penalty: 4910.664551
	Iteration 28Q: 3 clusters Score -2873066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2873066.250000 Penalty: 4910.664551
	Iteration 29Q: 3 clusters Score -2873066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2873070.750000 Penalty: 4910.664551
	Iteration 30Q: 3 clusters Score -2873071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2873071.750000 Penalty: 4910.664551
	Iteration 31Q: 3 clusters Score -2873072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2873073.750000 Penalty: 4910.664551
	Iteration 32Q: 3 clusters Score -2873074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2873073.750000 Penalty: 4910.664551
	Iteration 33F: 3 clusters Score -2873074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -470395.406250 Penalty: 2012.203979
	Iteration 0F: 2 clusters Score -470395.4 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 1703 members 
Entering Unmasked Estep 
Score: -466855.000000 Penalty: 4024.407959
	Iteration 0F: 3 clusters Score -466855 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -467673.812500 Penalty: 4024.407959
	Iteration 1F: 3 clusters Score -467673.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -467900.281250 Penalty: 4024.407959
	Iteration 2F: 3 clusters Score -467900.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -468040.156250 Penalty: 4024.407959
	Iteration 3F: 3 clusters Score -468040.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -468161.875000 Penalty: 4024.407959
	Iteration 4Q: 3 clusters Score -468161.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -468240.750000 Penalty: 4024.407959
	Iteration 5Q: 3 clusters Score -468240.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -468294.062500 Penalty: 4024.407959
	Iteration 6Q: 3 clusters Score -468294.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -468349.656250 Penalty: 4024.407959
	Iteration 7Q: 3 clusters Score -468349.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -468404.906250 Penalty: 4024.407959
	Iteration 8Q: 3 clusters Score -468404.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -468455.281250 Penalty: 4024.407959
	Iteration 9Q: 3 clusters Score -468455.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -468494.687500 Penalty: 4024.407959
	Iteration 10Q: 3 clusters Score -468494.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -468517.062500 Penalty: 4024.407959
	Iteration 11Q: 3 clusters Score -468517.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -468534.093750 Penalty: 4024.407959
	Iteration 12Q: 3 clusters Score -468534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -468544.312500 Penalty: 4024.407959
	Iteration 13Q: 3 clusters Score -468544.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -468552.156250 Penalty: 4024.407959
	Iteration 14Q: 3 clusters Score -468552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -468561.406250 Penalty: 4024.407959
	Iteration 15Q: 3 clusters Score -468561.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -468571.156250 Penalty: 4024.407959
	Iteration 16Q: 3 clusters Score -468571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -468579.843750 Penalty: 4024.407959
	Iteration 17Q: 3 clusters Score -468579.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -468590.343750 Penalty: 4024.407959
	Iteration 18Q: 3 clusters Score -468590.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -468604.437500 Penalty: 4024.407959
	Iteration 19Q: 3 clusters Score -468604.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -468616.218750 Penalty: 4024.407959
	Iteration 20F: 3 clusters Score -468616.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -468628.187500 Penalty: 4024.407959
	Iteration 21Q: 3 clusters Score -468628.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -468641.375000 Penalty: 4024.407959
	Iteration 22Q: 3 clusters Score -468641.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -468651.343750 Penalty: 4024.407959
	Iteration 23Q: 3 clusters Score -468651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -468659.812500 Penalty: 4024.407959
	Iteration 24Q: 3 clusters Score -468659.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -468669.625000 Penalty: 4024.407959
	Iteration 25Q: 3 clusters Score -468669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -468675.843750 Penalty: 4024.407959
	Iteration 26Q: 3 clusters Score -468675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -468682.500000 Penalty: 4024.407959
	Iteration 27Q: 3 clusters Score -468682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -468689.968750 Penalty: 4024.407959
	Iteration 28Q: 3 clusters Score -468690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -468696.187500 Penalty: 4024.407959
	Iteration 29Q: 3 clusters Score -468696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -468702.093750 Penalty: 4024.407959
	Iteration 30Q: 3 clusters Score -468702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -468712.906250 Penalty: 4024.407959
	Iteration 31Q: 3 clusters Score -468712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -468723.187500 Penalty: 4024.407959
	Iteration 32Q: 3 clusters Score -468723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -468731.750000 Penalty: 4024.407959
	Iteration 33Q: 3 clusters Score -468731.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -468741.812500 Penalty: 4024.407959
	Iteration 34Q: 3 clusters Score -468741.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -468750.781250 Penalty: 4024.407959
	Iteration 35Q: 3 clusters Score -468750.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -468758.093750 Penalty: 4024.407959
	Iteration 36Q: 3 clusters Score -468758.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -468761.843750 Penalty: 4024.407959
	Iteration 37Q: 3 clusters Score -468761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -468767.437500 Penalty: 4024.407959
	Iteration 38Q: 3 clusters Score -468767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -468775.781250 Penalty: 4024.407959
	Iteration 39Q: 3 clusters Score -468775.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -468786.093750 Penalty: 4024.407959
	Iteration 40F: 3 clusters Score -468786.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -468800.093750 Penalty: 4024.407959
	Iteration 41Q: 3 clusters Score -468800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -468811.937500 Penalty: 4024.407959
	Iteration 42Q: 3 clusters Score -468811.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -468819.687500 Penalty: 4024.407959
	Iteration 43Q: 3 clusters Score -468819.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -468830.875000 Penalty: 4024.407959
	Iteration 44Q: 3 clusters Score -468830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -468837.906250 Penalty: 4024.407959
	Iteration 45Q: 3 clusters Score -468837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -468843.250000 Penalty: 4024.407959
	Iteration 46Q: 3 clusters Score -468843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -468849.406250 Penalty: 4024.407959
	Iteration 47Q: 3 clusters Score -468849.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -468859.093750 Penalty: 4024.407959
	Iteration 48Q: 3 clusters Score -468859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -468866.718750 Penalty: 4024.407959
	Iteration 49Q: 3 clusters Score -468866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -468868.968750 Penalty: 4024.407959
	Iteration 50Q: 3 clusters Score -468869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -468872.437500 Penalty: 4024.407959
	Iteration 51Q: 3 clusters Score -468872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -468873.718750 Penalty: 4024.407959
	Iteration 52Q: 3 clusters Score -468873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -468876.218750 Penalty: 4024.407959
	Iteration 53Q: 3 clusters Score -468876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -468879.593750 Penalty: 4024.407959
	Iteration 54Q: 3 clusters Score -468879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -468880.406250 Penalty: 4024.407959
	Iteration 55Q: 3 clusters Score -468880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -468880.406250 Penalty: 4024.407959
	Iteration 56F: 3 clusters Score -468880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -1195888.875000 Penalty: 2246.443115
	Iteration 0F: 2 clusters Score -1195889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1189108.125000 Penalty: 4492.886230
	Iteration 0F: 3 clusters Score -1189108 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1191017.625000 Penalty: 4492.886230
	Iteration 1F: 3 clusters Score -1191018 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1191313.500000 Penalty: 4492.886230
	Iteration 2F: 3 clusters Score -1191314 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1191525.375000 Penalty: 4492.886230
	Iteration 3F: 3 clusters Score -1191525 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1191672.500000 Penalty: 4492.886230
	Iteration 4Q: 3 clusters Score -1191672 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1191775.500000 Penalty: 4492.886230
	Iteration 5Q: 3 clusters Score -1191776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1191855.250000 Penalty: 4492.886230
	Iteration 6Q: 3 clusters Score -1191855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1191945.000000 Penalty: 4492.886230
	Iteration 7Q: 3 clusters Score -1191945 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1192030.125000 Penalty: 4492.886230
	Iteration 8Q: 3 clusters Score -1192030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1192122.875000 Penalty: 4492.886230
	Iteration 9Q: 3 clusters Score -1192123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1192201.500000 Penalty: 4492.886230
	Iteration 10Q: 3 clusters Score -1192202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1192284.750000 Penalty: 4492.886230
	Iteration 11Q: 3 clusters Score -1192285 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1192390.625000 Penalty: 4492.886230
	Iteration 12Q: 3 clusters Score -1192391 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1192495.125000 Penalty: 4492.886230
	Iteration 13Q: 3 clusters Score -1192495 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1192602.375000 Penalty: 4492.886230
	Iteration 14Q: 3 clusters Score -1192602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1192707.000000 Penalty: 4492.886230
	Iteration 15Q: 3 clusters Score -1192707 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1192818.625000 Penalty: 4492.886230
	Iteration 16Q: 3 clusters Score -1192819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1192931.625000 Penalty: 4492.886230
	Iteration 17Q: 3 clusters Score -1192932 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1193043.375000 Penalty: 4492.886230
	Iteration 18Q: 3 clusters Score -1193043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1193142.375000 Penalty: 4492.886230
	Iteration 19Q: 3 clusters Score -1193142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1193240.125000 Penalty: 4492.886230
	Iteration 20F: 3 clusters Score -1193240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1193357.625000 Penalty: 4492.886230
	Iteration 21Q: 3 clusters Score -1193358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1193448.625000 Penalty: 4492.886230
	Iteration 22Q: 3 clusters Score -1193449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1193532.375000 Penalty: 4492.886230
	Iteration 23Q: 3 clusters Score -1193532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1193602.375000 Penalty: 4492.886230
	Iteration 24Q: 3 clusters Score -1193602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1193654.750000 Penalty: 4492.886230
	Iteration 25Q: 3 clusters Score -1193655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1193708.250000 Penalty: 4492.886230
	Iteration 26Q: 3 clusters Score -1193708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1193766.375000 Penalty: 4492.886230
	Iteration 27Q: 3 clusters Score -1193766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1193801.625000 Penalty: 4492.886230
	Iteration 28Q: 3 clusters Score -1193802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1193835.125000 Penalty: 4492.886230
	Iteration 29Q: 3 clusters Score -1193835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1193866.250000 Penalty: 4492.886230
	Iteration 30Q: 3 clusters Score -1193866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1193891.625000 Penalty: 4492.886230
	Iteration 31Q: 3 clusters Score -1193892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1193908.750000 Penalty: 4492.886230
	Iteration 32Q: 3 clusters Score -1193909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1193934.250000 Penalty: 4492.886230
	Iteration 33Q: 3 clusters Score -1193934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1193949.500000 Penalty: 4492.886230
	Iteration 34Q: 3 clusters Score -1193950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1193958.250000 Penalty: 4492.886230
	Iteration 35Q: 3 clusters Score -1193958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1193963.375000 Penalty: 4492.886230
	Iteration 36Q: 3 clusters Score -1193963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1193966.625000 Penalty: 4492.886230
	Iteration 37Q: 3 clusters Score -1193967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1193969.750000 Penalty: 4492.886230
	Iteration 38Q: 3 clusters Score -1193970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1193970.500000 Penalty: 4492.886230
	Iteration 39Q: 3 clusters Score -1193970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1193970.500000 Penalty: 4492.886230
	Iteration 40F: 3 clusters Score -1193970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82399.031250 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82399.03 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 380 members 
Entering Unmasked Estep 
Score: -80836.585938 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80836.59 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81280.546875 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -81280.55 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81678.718750 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81678.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82120.203125 Penalty: 3307.441162
	Iteration 3F: 3 clusters Score -82120.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -82448.171875 Penalty: 3307.441162
	Iteration 4F: 3 clusters Score -82448.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82643.023438 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -82643.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82809.859375 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -82809.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82849.851562 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -82849.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82870.734375 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -82870.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82874.796875 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -82874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82881.601562 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -82881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82882.703125 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -82882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82886.171875 Penalty: 3307.441162
	Iteration 12F: 3 clusters Score -82886.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -82905.914062 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -82905.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82908.093750 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -82908.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82908.093750 Penalty: 3307.441162
	Iteration 15F: 3 clusters Score -82908.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200624 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 44548 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 659 members 
Entering Unmasked Estep 
Score: -128946136.000000 Penalty: 102048.265625
Splitting cluster 9 changes total score from -128947272.000000 to -128946136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -368194.593750 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -368194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -365272.906250 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -365272.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -365824.781250 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -365824.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -365953.062500 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -365953.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -366011.812500 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -366011.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -366052.468750 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -366052.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -366083.500000 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -366083.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -366107.812500 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -366107.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -366128.500000 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -366128.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -366148.968750 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -366149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -366165.562500 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -366165.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -366178.062500 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -366178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -366189.656250 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -366189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -366195.000000 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -366195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366202.750000 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -366202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -366203.656250 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -366203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -366204.125000 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -366204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -366208.062500 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -366208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -366210.843750 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -366210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -366214.093750 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -366214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -366214.593750 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -366214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -366214.593750 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -366214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -2771915.500000 Penalty: 2447.139404
	Iteration 0F: 2 clusters Score -2771916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2758269.500000 Penalty: 4894.278809
	Iteration 0F: 3 clusters Score -2758270 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2762792.000000 Penalty: 4894.278809
	Iteration 1F: 3 clusters Score -2762792 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2763226.250000 Penalty: 4894.278809
	Iteration 2F: 3 clusters Score -2763226 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2763621.750000 Penalty: 4894.278809
	Iteration 3F: 3 clusters Score -2763622 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2763986.750000 Penalty: 4894.278809
	Iteration 4Q: 3 clusters Score -2763987 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2764324.250000 Penalty: 4894.278809
	Iteration 5Q: 3 clusters Score -2764324 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2764626.250000 Penalty: 4894.278809
	Iteration 6Q: 3 clusters Score -2764626 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2764897.500000 Penalty: 4894.278809
	Iteration 7Q: 3 clusters Score -2764898 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2765176.750000 Penalty: 4894.278809
	Iteration 8Q: 3 clusters Score -2765177 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2765378.750000 Penalty: 4894.278809
	Iteration 9Q: 3 clusters Score -2765379 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2765542.000000 Penalty: 4894.278809
	Iteration 10Q: 3 clusters Score -2765542 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2765664.750000 Penalty: 4894.278809
	Iteration 11Q: 3 clusters Score -2765665 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2765759.250000 Penalty: 4894.278809
	Iteration 12Q: 3 clusters Score -2765759 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2765869.500000 Penalty: 4894.278809
	Iteration 13Q: 3 clusters Score -2765870 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2765937.250000 Penalty: 4894.278809
	Iteration 14Q: 3 clusters Score -2765937 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2765999.750000 Penalty: 4894.278809
	Iteration 15Q: 3 clusters Score -2766000 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2766024.750000 Penalty: 4894.278809
	Iteration 16Q: 3 clusters Score -2766025 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2766061.250000 Penalty: 4894.278809
	Iteration 17Q: 3 clusters Score -2766061 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2766097.250000 Penalty: 4894.278809
	Iteration 18Q: 3 clusters Score -2766097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2766131.500000 Penalty: 4894.278809
	Iteration 19Q: 3 clusters Score -2766132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2766167.000000 Penalty: 4894.278809
	Iteration 20F: 3 clusters Score -2766167 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2766191.750000 Penalty: 4894.278809
	Iteration 21Q: 3 clusters Score -2766192 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2766226.750000 Penalty: 4894.278809
	Iteration 22Q: 3 clusters Score -2766227 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2766261.750000 Penalty: 4894.278809
	Iteration 23Q: 3 clusters Score -2766262 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2766291.000000 Penalty: 4894.278809
	Iteration 24Q: 3 clusters Score -2766291 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2766320.500000 Penalty: 4894.278809
	Iteration 25Q: 3 clusters Score -2766320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2766357.000000 Penalty: 4894.278809
	Iteration 26Q: 3 clusters Score -2766357 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2766393.250000 Penalty: 4894.278809
	Iteration 27Q: 3 clusters Score -2766393 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2766430.250000 Penalty: 4894.278809
	Iteration 28Q: 3 clusters Score -2766430 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2766508.250000 Penalty: 4894.278809
	Iteration 29Q: 3 clusters Score -2766508 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2766553.250000 Penalty: 4894.278809
	Iteration 30Q: 3 clusters Score -2766553 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2766613.000000 Penalty: 4894.278809
	Iteration 31Q: 3 clusters Score -2766613 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2766684.750000 Penalty: 4894.278809
	Iteration 32Q: 3 clusters Score -2766685 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2766754.000000 Penalty: 4894.278809
	Iteration 33Q: 3 clusters Score -2766754 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2766851.500000 Penalty: 4894.278809
	Iteration 34Q: 3 clusters Score -2766852 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2766968.750000 Penalty: 4894.278809
	Iteration 35Q: 3 clusters Score -2766969 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2767136.250000 Penalty: 4894.278809
	Iteration 36Q: 3 clusters Score -2767136 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2767346.250000 Penalty: 4894.278809
	Iteration 37Q: 3 clusters Score -2767346 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2767615.500000 Penalty: 4894.278809
	Iteration 38Q: 3 clusters Score -2767616 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2767863.750000 Penalty: 4894.278809
	Iteration 39Q: 3 clusters Score -2767864 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2768137.250000 Penalty: 4894.278809
	Iteration 40F: 3 clusters Score -2768137 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2768363.250000 Penalty: 4894.278809
	Iteration 41Q: 3 clusters Score -2768363 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2768595.500000 Penalty: 4894.278809
	Iteration 42Q: 3 clusters Score -2768596 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2768813.000000 Penalty: 4894.278809
	Iteration 43Q: 3 clusters Score -2768813 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2769002.750000 Penalty: 4894.278809
	Iteration 44Q: 3 clusters Score -2769003 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2769165.500000 Penalty: 4894.278809
	Iteration 45Q: 3 clusters Score -2769166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2769299.750000 Penalty: 4894.278809
	Iteration 46Q: 3 clusters Score -2769300 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2769423.000000 Penalty: 4894.278809
	Iteration 47Q: 3 clusters Score -2769423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2769513.500000 Penalty: 4894.278809
	Iteration 48Q: 3 clusters Score -2769514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2769570.000000 Penalty: 4894.278809
	Iteration 49Q: 3 clusters Score -2769570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2769615.250000 Penalty: 4894.278809
	Iteration 50Q: 3 clusters Score -2769615 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2769660.250000 Penalty: 4894.278809
	Iteration 51Q: 3 clusters Score -2769660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2769691.250000 Penalty: 4894.278809
	Iteration 52Q: 3 clusters Score -2769691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2769718.000000 Penalty: 4894.278809
	Iteration 53Q: 3 clusters Score -2769718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2769747.500000 Penalty: 4894.278809
	Iteration 54Q: 3 clusters Score -2769748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2769769.000000 Penalty: 4894.278809
	Iteration 55Q: 3 clusters Score -2769769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2769787.750000 Penalty: 4894.278809
	Iteration 56Q: 3 clusters Score -2769788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2769805.500000 Penalty: 4894.278809
	Iteration 57Q: 3 clusters Score -2769806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2769812.250000 Penalty: 4894.278809
	Iteration 58Q: 3 clusters Score -2769812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2769818.500000 Penalty: 4894.278809
	Iteration 59Q: 3 clusters Score -2769818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2769824.500000 Penalty: 4894.278809
	Iteration 60F: 3 clusters Score -2769824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2769830.250000 Penalty: 4894.278809
	Iteration 61Q: 3 clusters Score -2769830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2769838.750000 Penalty: 4894.278809
	Iteration 62Q: 3 clusters Score -2769839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2769844.000000 Penalty: 4894.278809
	Iteration 63Q: 3 clusters Score -2769844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2769850.500000 Penalty: 4894.278809
	Iteration 64Q: 3 clusters Score -2769850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2769852.250000 Penalty: 4894.278809
	Iteration 65Q: 3 clusters Score -2769852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2769859.500000 Penalty: 4894.278809
	Iteration 66Q: 3 clusters Score -2769860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2769859.250000 Penalty: 4894.278809
	Iteration 67Q: 3 clusters Score -2769859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2769861.500000 Penalty: 4894.278809
	Iteration 68Q: 3 clusters Score -2769862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2769860.000000 Penalty: 4894.278809
	Iteration 69Q: 3 clusters Score -2769860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2769861.000000 Penalty: 4894.278809
	Iteration 70Q: 3 clusters Score -2769861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2769861.000000 Penalty: 4894.278809
	Iteration 71F: 3 clusters Score -2769861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Entering Unmasked Estep 
Score: -6420745.500000 Penalty: 2649.468262
	Iteration 0F: 2 clusters Score -6420746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -6391249.000000 Penalty: 5298.936523
	Iteration 0F: 3 clusters Score -6391249 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -6402087.000000 Penalty: 5298.936523
	Iteration 1F: 3 clusters Score -6402087 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6402544.500000 Penalty: 5298.936523
	Iteration 2Q: 3 clusters Score -6402544 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -6402906.000000 Penalty: 5298.936523
	Iteration 3Q: 3 clusters Score -6402906 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6403314.000000 Penalty: 5298.936523
	Iteration 4Q: 3 clusters Score -6403314 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -6403813.500000 Penalty: 5298.936523
	Iteration 5Q: 3 clusters Score -6403814 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -6404482.500000 Penalty: 5298.936523
	Iteration 6Q: 3 clusters Score -6404482 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -6405458.000000 Penalty: 5298.936523
	Iteration 7Q: 3 clusters Score -6405458 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -6406919.500000 Penalty: 5298.936523
	Iteration 8F: 3 clusters Score -6406920 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6408969.000000 Penalty: 5298.936523
	Iteration 9F: 3 clusters Score -6408969 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -6411446.000000 Penalty: 5298.936523
	Iteration 10F: 3 clusters Score -6411446 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -6413888.500000 Penalty: 5298.936523
	Iteration 11F: 3 clusters Score -6413888 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -6415723.500000 Penalty: 5298.936523
	Iteration 12Q: 3 clusters Score -6415724 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -6416726.500000 Penalty: 5298.936523
	Iteration 13Q: 3 clusters Score -6416726 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -6417245.500000 Penalty: 5298.936523
	Iteration 14Q: 3 clusters Score -6417246 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -6417483.000000 Penalty: 5298.936523
	Iteration 15Q: 3 clusters Score -6417483 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -6417638.000000 Penalty: 5298.936523
	Iteration 16Q: 3 clusters Score -6417638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -6417766.000000 Penalty: 5298.936523
	Iteration 17Q: 3 clusters Score -6417766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -6417874.500000 Penalty: 5298.936523
	Iteration 18Q: 3 clusters Score -6417874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -6417972.000000 Penalty: 5298.936523
	Iteration 19Q: 3 clusters Score -6417972 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6418039.500000 Penalty: 5298.936523
	Iteration 20F: 3 clusters Score -6418040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -6418079.000000 Penalty: 5298.936523
	Iteration 21Q: 3 clusters Score -6418079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -6418089.000000 Penalty: 5298.936523
	Iteration 22Q: 3 clusters Score -6418089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -6418131.500000 Penalty: 5298.936523
	Iteration 23Q: 3 clusters Score -6418132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -6418158.000000 Penalty: 5298.936523
	Iteration 24Q: 3 clusters Score -6418158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6418174.000000 Penalty: 5298.936523
	Iteration 25Q: 3 clusters Score -6418174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -6418209.000000 Penalty: 5298.936523
	Iteration 26Q: 3 clusters Score -6418209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6418221.500000 Penalty: 5298.936523
	Iteration 27Q: 3 clusters Score -6418222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -6418242.000000 Penalty: 5298.936523
	Iteration 28Q: 3 clusters Score -6418242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -6418238.000000 Penalty: 5298.936523
	Iteration 29Q: 3 clusters Score -6418238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -6418263.000000 Penalty: 5298.936523
	Iteration 30Q: 3 clusters Score -6418263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -6418265.500000 Penalty: 5298.936523
	Iteration 31Q: 3 clusters Score -6418266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -6418275.500000 Penalty: 5298.936523
	Iteration 32Q: 3 clusters Score -6418276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6418284.000000 Penalty: 5298.936523
	Iteration 33Q: 3 clusters Score -6418284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6418295.000000 Penalty: 5298.936523
	Iteration 34Q: 3 clusters Score -6418295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -6418295.500000 Penalty: 5298.936523
	Iteration 35Q: 3 clusters Score -6418296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -6418304.500000 Penalty: 5298.936523
	Iteration 36Q: 3 clusters Score -6418304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -6418311.500000 Penalty: 5298.936523
	Iteration 37Q: 3 clusters Score -6418312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6418303.500000 Penalty: 5298.936523
	Iteration 38Q: 3 clusters Score -6418304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -6418309.000000 Penalty: 5298.936523
	Iteration 39Q: 3 clusters Score -6418309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -6418315.500000 Penalty: 5298.936523
	Iteration 40F: 3 clusters Score -6418316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -6418317.500000 Penalty: 5298.936523
	Iteration 41Q: 3 clusters Score -6418318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -6418315.000000 Penalty: 5298.936523
	Iteration 42Q: 3 clusters Score -6418315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -6418319.500000 Penalty: 5298.936523
	Iteration 43Q: 3 clusters Score -6418320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -6418317.000000 Penalty: 5298.936523
	Iteration 44Q: 3 clusters Score -6418317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -6418324.000000 Penalty: 5298.936523
	Iteration 45Q: 3 clusters Score -6418324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -6418323.500000 Penalty: 5298.936523
	Iteration 46Q: 3 clusters Score -6418324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6418341.500000 Penalty: 5298.936523
	Iteration 47Q: 3 clusters Score -6418342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6418339.500000 Penalty: 5298.936523
	Iteration 48Q: 3 clusters Score -6418340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -6418351.500000 Penalty: 5298.936523
	Iteration 49Q: 3 clusters Score -6418352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6418351.500000 Penalty: 5298.936523
	Iteration 50Q: 3 clusters Score -6418352 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6418345 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6418342 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6418350 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6418348 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -6418351.500000 Penalty: 5298.936523
	Iteration 55Q: 3 clusters Score -6418352 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -6418350.500000 Penalty: 5298.936523
	Iteration 56Q: 3 clusters Score -6418350 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6418348 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6418352 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6418356 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6418368 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6418366 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6418361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -6418372.500000 Penalty: 5298.936523
	Iteration 63Q: 3 clusters Score -6418372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -6418375.500000 Penalty: 5298.936523
	Iteration 64Q: 3 clusters Score -6418376 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6418377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6418380.500000 Penalty: 5298.936523
	Iteration 66Q: 3 clusters Score -6418380 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6418380 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6418387 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6418384 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6418390 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6418390 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6418387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6418385 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6418391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6418388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6418392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6418388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6418388 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6418390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -6418393.500000 Penalty: 5298.936523
	Iteration 80F: 3 clusters Score -6418394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6418392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -6418393.500000 Penalty: 5298.936523
	Iteration 82Q: 3 clusters Score -6418394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6418404.000000 Penalty: 5298.936523
	Iteration 83Q: 3 clusters Score -6418404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -6418417.500000 Penalty: 5298.936523
	Iteration 84Q: 3 clusters Score -6418418 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6418418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -6418414.500000 Penalty: 5298.936523
	Iteration 86Q: 3 clusters Score -6418414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -6418411.000000 Penalty: 5298.936523
	Iteration 87Q: 3 clusters Score -6418411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6418410.500000 Penalty: 5298.936523
	Iteration 88Q: 3 clusters Score -6418410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6418418.500000 Penalty: 5298.936523
	Iteration 89Q: 3 clusters Score -6418418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6418420.000000 Penalty: 5298.936523
	Iteration 90Q: 3 clusters Score -6418420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -6418423.500000 Penalty: 5298.936523
	Iteration 91Q: 3 clusters Score -6418424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -6418425.000000 Penalty: 5298.936523
	Iteration 92Q: 3 clusters Score -6418425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -6418426.000000 Penalty: 5298.936523
	Iteration 93Q: 3 clusters Score -6418426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6418429.500000 Penalty: 5298.936523
	Iteration 94Q: 3 clusters Score -6418430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -6418431.500000 Penalty: 5298.936523
	Iteration 95Q: 3 clusters Score -6418432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6418432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6418431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6418435.000000 Penalty: 5298.936523
	Iteration 98Q: 3 clusters Score -6418435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -6418440.000000 Penalty: 5298.936523
	Iteration 99Q: 3 clusters Score -6418440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -6418442.000000 Penalty: 5298.936523
	Iteration 100F: 3 clusters Score -6418442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -6418445.000000 Penalty: 5298.936523
	Iteration 101Q: 3 clusters Score -6418445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -6418438.000000 Penalty: 5298.936523
	Iteration 102Q: 3 clusters Score -6418438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6418440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6418446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -6418446.500000 Penalty: 5298.936523
	Iteration 105Q: 3 clusters Score -6418446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6418436.000000 Penalty: 5298.936523
	Iteration 106Q: 3 clusters Score -6418436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -6418432.000000 Penalty: 5298.936523
	Iteration 107Q: 3 clusters Score -6418432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6418432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6418432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6418428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -6418427.500000 Penalty: 5298.936523
	Iteration 111Q: 3 clusters Score -6418428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6418426 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -6418434.500000 Penalty: 5298.936523
	Iteration 113Q: 3 clusters Score -6418434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6418434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -6418433.500000 Penalty: 5298.936523
	Iteration 115Q: 3 clusters Score -6418434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6418438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6418442.000000 Penalty: 5298.936523
	Iteration 117Q: 3 clusters Score -6418442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -6418441.000000 Penalty: 5298.936523
	Iteration 118Q: 3 clusters Score -6418441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -6418443.500000 Penalty: 5298.936523
	Iteration 119Q: 3 clusters Score -6418444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6418448.000000 Penalty: 5298.936523
	Iteration 120F: 3 clusters Score -6418448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6418450 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6418448 nChanged 0
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -6418448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32731 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4835508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4813138 nChanged 14927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4821104 nChanged 1362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4821497 nChanged 1268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4821883 nChanged 1157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4822221 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4822674 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4823348.500000 Penalty: 5156.454590
	Iteration 6Q: 3 clusters Score -4823348 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4824285.500000 Penalty: 5156.454590
	Iteration 7Q: 3 clusters Score -4824286 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4825579.000000 Penalty: 5156.454590
	Iteration 8F: 3 clusters Score -4825579 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4827191.500000 Penalty: 5156.454590
	Iteration 9F: 3 clusters Score -4827192 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4828974.500000 Penalty: 5156.454590
	Iteration 10F: 3 clusters Score -4828974 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4830565.500000 Penalty: 5156.454590
	Iteration 11F: 3 clusters Score -4830566 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4831659.500000 Penalty: 5156.454590
	Iteration 12Q: 3 clusters Score -4831660 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4832379.500000 Penalty: 5156.454590
	Iteration 13Q: 3 clusters Score -4832380 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4832736.500000 Penalty: 5156.454590
	Iteration 14Q: 3 clusters Score -4832736 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4832928.500000 Penalty: 5156.454590
	Iteration 15Q: 3 clusters Score -4832928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4833036.000000 Penalty: 5156.454590
	Iteration 16Q: 3 clusters Score -4833036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4833112.500000 Penalty: 5156.454590
	Iteration 17Q: 3 clusters Score -4833112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4833161.500000 Penalty: 5156.454590
	Iteration 18Q: 3 clusters Score -4833162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4833191.500000 Penalty: 5156.454590
	Iteration 19Q: 3 clusters Score -4833192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4833211.000000 Penalty: 5156.454590
	Iteration 20F: 3 clusters Score -4833211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4833237.000000 Penalty: 5156.454590
	Iteration 21Q: 3 clusters Score -4833237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4833254.500000 Penalty: 5156.454590
	Iteration 22Q: 3 clusters Score -4833254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -4833279.500000 Penalty: 5156.454590
	Iteration 23Q: 3 clusters Score -4833280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4833289.500000 Penalty: 5156.454590
	Iteration 24Q: 3 clusters Score -4833290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4833300.500000 Penalty: 5156.454590
	Iteration 25Q: 3 clusters Score -4833300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4833303.000000 Penalty: 5156.454590
	Iteration 26Q: 3 clusters Score -4833303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4833303.000000 Penalty: 5156.454590
	Iteration 27F: 3 clusters Score -4833303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -129785.664062 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -129785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127898.804688 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -127898.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -128338.914062 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -128338.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128675.796875 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -128675.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128927.632812 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -128927.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129192.671875 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -129192.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129317.843750 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -129317.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129409.460938 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -129409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129497.734375 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -129497.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129589.945312 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -129589.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129677.296875 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -129677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129707.773438 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -129707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129731.468750 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -129731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129740.429688 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -129740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129746.984375 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -129747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129752.992188 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -129753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129769.039062 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -129769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129835.976562 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -129836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130094.421875 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -130094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130427.976562 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -130428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -130441.226562 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -130441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -130449.546875 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -130449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130456.554688 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -130456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130465.335938 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -130465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130465.335938 Penalty: 3416.731934
	Iteration 23F: 3 clusters Score -130465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200624 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 44548 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 604 members 
Entering Unmasked Estep 
Score: -128946144.000000 Penalty: 102048.265625
Splitting cluster 14 changes total score from -128947272.000000 to -128946144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Entering Unmasked Estep 
Score: -2817021.500000 Penalty: 2459.696289
	Iteration 0F: 2 clusters Score -2817022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2802706.750000 Penalty: 4919.392578
	Iteration 0F: 3 clusters Score -2802707 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2807749.500000 Penalty: 4919.392578
	Iteration 1F: 3 clusters Score -2807750 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2808296.000000 Penalty: 4919.392578
	Iteration 2F: 3 clusters Score -2808296 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2808862.000000 Penalty: 4919.392578
	Iteration 3F: 3 clusters Score -2808862 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2809405.500000 Penalty: 4919.392578
	Iteration 4F: 3 clusters Score -2809406 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2809962.750000 Penalty: 4919.392578
	Iteration 5F: 3 clusters Score -2809963 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2810582.750000 Penalty: 4919.392578
	Iteration 6Q: 3 clusters Score -2810583 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2811379.750000 Penalty: 4919.392578
	Iteration 7F: 3 clusters Score -2811380 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2812268.500000 Penalty: 4919.392578
	Iteration 8F: 3 clusters Score -2812268 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2813142.000000 Penalty: 4919.392578
	Iteration 9F: 3 clusters Score -2813142 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2813953.500000 Penalty: 4919.392578
	Iteration 10Q: 3 clusters Score -2813954 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2814643.000000 Penalty: 4919.392578
	Iteration 11Q: 3 clusters Score -2814643 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2815170.250000 Penalty: 4919.392578
	Iteration 12Q: 3 clusters Score -2815170 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2815523.250000 Penalty: 4919.392578
	Iteration 13Q: 3 clusters Score -2815523 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2815758.250000 Penalty: 4919.392578
	Iteration 14Q: 3 clusters Score -2815758 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2815914.750000 Penalty: 4919.392578
	Iteration 15Q: 3 clusters Score -2815915 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2816058.750000 Penalty: 4919.392578
	Iteration 16Q: 3 clusters Score -2816059 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2816154.500000 Penalty: 4919.392578
	Iteration 17Q: 3 clusters Score -2816154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2816221.500000 Penalty: 4919.392578
	Iteration 18Q: 3 clusters Score -2816222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2816276.500000 Penalty: 4919.392578
	Iteration 19Q: 3 clusters Score -2816276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2816307.000000 Penalty: 4919.392578
	Iteration 20F: 3 clusters Score -2816307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2816324.250000 Penalty: 4919.392578
	Iteration 21Q: 3 clusters Score -2816324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2816346.000000 Penalty: 4919.392578
	Iteration 22Q: 3 clusters Score -2816346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2816354.500000 Penalty: 4919.392578
	Iteration 23Q: 3 clusters Score -2816354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2816365.500000 Penalty: 4919.392578
	Iteration 24Q: 3 clusters Score -2816366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2816378.250000 Penalty: 4919.392578
	Iteration 25Q: 3 clusters Score -2816378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2816385.750000 Penalty: 4919.392578
	Iteration 26Q: 3 clusters Score -2816386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2816389.750000 Penalty: 4919.392578
	Iteration 27Q: 3 clusters Score -2816390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2816404.000000 Penalty: 4919.392578
	Iteration 28Q: 3 clusters Score -2816404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2816410.750000 Penalty: 4919.392578
	Iteration 29Q: 3 clusters Score -2816411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2816411.000000 Penalty: 4919.392578
	Iteration 30Q: 3 clusters Score -2816411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2816411.750000 Penalty: 4919.392578
	Iteration 31Q: 3 clusters Score -2816412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2816414.250000 Penalty: 4919.392578
	Iteration 32Q: 3 clusters Score -2816414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2816419.000000 Penalty: 4919.392578
	Iteration 33Q: 3 clusters Score -2816419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2816423.000000 Penalty: 4919.392578
	Iteration 34Q: 3 clusters Score -2816423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2816425.000000 Penalty: 4919.392578
	Iteration 35Q: 3 clusters Score -2816425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2816424.750000 Penalty: 4919.392578
	Iteration 36Q: 3 clusters Score -2816425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2816427.500000 Penalty: 4919.392578
	Iteration 37Q: 3 clusters Score -2816428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2816432.750000 Penalty: 4919.392578
	Iteration 38Q: 3 clusters Score -2816433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2816431.500000 Penalty: 4919.392578
	Iteration 39Q: 3 clusters Score -2816432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2816435.000000 Penalty: 4919.392578
	Iteration 40F: 3 clusters Score -2816435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2816434.250000 Penalty: 4919.392578
	Iteration 41Q: 3 clusters Score -2816434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2816435.000000 Penalty: 4919.392578
	Iteration 42Q: 3 clusters Score -2816435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2816435.250000 Penalty: 4919.392578
	Iteration 43Q: 3 clusters Score -2816435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2816438.500000 Penalty: 4919.392578
	Iteration 44Q: 3 clusters Score -2816438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2816441.250000 Penalty: 4919.392578
	Iteration 45Q: 3 clusters Score -2816441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2816441.500000 Penalty: 4919.392578
	Iteration 46Q: 3 clusters Score -2816442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2816443.750000 Penalty: 4919.392578
	Iteration 47Q: 3 clusters Score -2816444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2816445.750000 Penalty: 4919.392578
	Iteration 48Q: 3 clusters Score -2816446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2816447.750000 Penalty: 4919.392578
	Iteration 49Q: 3 clusters Score -2816448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2816452.500000 Penalty: 4919.392578
	Iteration 50Q: 3 clusters Score -2816452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2816449.000000 Penalty: 4919.392578
	Iteration 51Q: 3 clusters Score -2816449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2816450.000000 Penalty: 4919.392578
	Iteration 52Q: 3 clusters Score -2816450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2816451.000000 Penalty: 4919.392578
	Iteration 53Q: 3 clusters Score -2816451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2816451.000000 Penalty: 4919.392578
	Iteration 54F: 3 clusters Score -2816451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Entering Unmasked Estep 
Score: -29373692.000000 Penalty: 3027.878418
	Iteration 0F: 2 clusters Score -2.937369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -29249074.000000 Penalty: 6055.756836
	Iteration 0F: 3 clusters Score -2.924907e+07 nChanged 96504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -29306518.000000 Penalty: 6055.756836
	Iteration 1F: 3 clusters Score -2.930652e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111953 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -29308032.000000 Penalty: 6055.756836
	Iteration 2Q: 3 clusters Score -2.930803e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -29310620.000000 Penalty: 6055.756836
	Iteration 3Q: 3 clusters Score -2.931062e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -29315198.000000 Penalty: 6055.756836
	Iteration 4Q: 3 clusters Score -2.93152e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137512 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -29323042.000000 Penalty: 6055.756836
	Iteration 5F: 3 clusters Score -2.932304e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -29334202.000000 Penalty: 6055.756836
	Iteration 6F: 3 clusters Score -2.93342e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -29346430.000000 Penalty: 6055.756836
	Iteration 7F: 3 clusters Score -2.934643e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172691 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -29355748.000000 Penalty: 6055.756836
	Iteration 8F: 3 clusters Score -2.935575e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -29361544.000000 Penalty: 6055.756836
	Iteration 9Q: 3 clusters Score -2.936154e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -29364660.000000 Penalty: 6055.756836
	Iteration 10Q: 3 clusters Score -2.936466e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -29366356.000000 Penalty: 6055.756836
	Iteration 11Q: 3 clusters Score -2.936636e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188195 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -29367514.000000 Penalty: 6055.756836
	Iteration 12Q: 3 clusters Score -2.936751e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190367 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -29368588.000000 Penalty: 6055.756836
	Iteration 13Q: 3 clusters Score -2.936859e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192174 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -29369436.000000 Penalty: 6055.756836
	Iteration 14Q: 3 clusters Score -2.936944e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193694 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -29370136.000000 Penalty: 6055.756836
	Iteration 15Q: 3 clusters Score -2.937014e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194969 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -29370836.000000 Penalty: 6055.756836
	Iteration 16Q: 3 clusters Score -2.937084e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196029 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29370986.000000 Penalty: 6055.756836
	Iteration 17Q: 3 clusters Score -2.937099e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196838 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -29371032.000000 Penalty: 6055.756836
	Iteration 18Q: 3 clusters Score -2.937103e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197453 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -29371176.000000 Penalty: 6055.756836
	Iteration 19Q: 3 clusters Score -2.937118e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -29371250.000000 Penalty: 6055.756836
	Iteration 20F: 3 clusters Score -2.937125e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198279 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -29371222.000000 Penalty: 6055.756836
	Iteration 21Q: 3 clusters Score -2.937122e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198570 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -29371288.000000 Penalty: 6055.756836
	Iteration 22Q: 3 clusters Score -2.937129e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198800 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -29371308.000000 Penalty: 6055.756836
	Iteration 23Q: 3 clusters Score -2.937131e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198970 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -29371342.000000 Penalty: 6055.756836
	Iteration 24Q: 3 clusters Score -2.937134e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199113 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -29371306.000000 Penalty: 6055.756836
	Iteration 25Q: 3 clusters Score -2.937131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29371348.000000 Penalty: 6055.756836
	Iteration 26Q: 3 clusters Score -2.937135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199285 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29371352.000000 Penalty: 6055.756836
	Iteration 27Q: 3 clusters Score -2.937135e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -29371368.000000 Penalty: 6055.756836
	Iteration 28Q: 3 clusters Score -2.937137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199403 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -29371376.000000 Penalty: 6055.756836
	Iteration 29Q: 3 clusters Score -2.937138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199449 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -29371326.000000 Penalty: 6055.756836
	Iteration 30Q: 3 clusters Score -2.937133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -29371382.000000 Penalty: 6055.756836
	Iteration 31Q: 3 clusters Score -2.937138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199526 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -29371364.000000 Penalty: 6055.756836
	Iteration 32Q: 3 clusters Score -2.937136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199555 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29371388.000000 Penalty: 6055.756836
	Iteration 33Q: 3 clusters Score -2.937139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199581 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -29371394.000000 Penalty: 6055.756836
	Iteration 34Q: 3 clusters Score -2.937139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199604 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -29371386.000000 Penalty: 6055.756836
	Iteration 35Q: 3 clusters Score -2.937139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -29371386.000000 Penalty: 6055.756836
	Iteration 36Q: 3 clusters Score -2.937139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199636 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -29371364.000000 Penalty: 6055.756836
	Iteration 37Q: 3 clusters Score -2.937136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -29371374.000000 Penalty: 6055.756836
	Iteration 38Q: 3 clusters Score -2.937137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199659 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -29371374.000000 Penalty: 6055.756836
	Iteration 39Q: 3 clusters Score -2.937137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199670 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -29371376.000000 Penalty: 6055.756836
	Iteration 40F: 3 clusters Score -2.937138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -29371368.000000 Penalty: 6055.756836
	Iteration 41Q: 3 clusters Score -2.937137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29371360.000000 Penalty: 6055.756836
	Iteration 42Q: 3 clusters Score -2.937136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199688 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29371338.000000 Penalty: 6055.756836
	Iteration 43Q: 3 clusters Score -2.937134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199697 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -29371350.000000 Penalty: 6055.756836
	Iteration 44Q: 3 clusters Score -2.937135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199709 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29371368.000000 Penalty: 6055.756836
	Iteration 45Q: 3 clusters Score -2.937137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29371370.000000 Penalty: 6055.756836
	Iteration 46Q: 3 clusters Score -2.937137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199714 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -29371370.000000 Penalty: 6055.756836
	Iteration 47Q: 3 clusters Score -2.937137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29371378.000000 Penalty: 6055.756836
	Iteration 48Q: 3 clusters Score -2.937138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199715 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29371366.000000 Penalty: 6055.756836
	Iteration 49Q: 3 clusters Score -2.937137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199716 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29371362.000000 Penalty: 6055.756836
	Iteration 50Q: 3 clusters Score -2.937136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -29371364.000000 Penalty: 6055.756836
	Iteration 51Q: 3 clusters Score -2.937136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199718 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -29371372.000000 Penalty: 6055.756836
	Iteration 52Q: 3 clusters Score -2.937137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199719 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -29371376.000000 Penalty: 6055.756836
	Iteration 53Q: 3 clusters Score -2.937138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199720 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -29371374.000000 Penalty: 6055.756836
	Iteration 54Q: 3 clusters Score -2.937137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199721 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -29371356.000000 Penalty: 6055.756836
	Iteration 55Q: 3 clusters Score -2.937136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199721 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -29371356.000000 Penalty: 6055.756836
	Iteration 56F: 3 clusters Score -2.937136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -800411.750000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -800411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -795513.250000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -795513.2 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -796792.500000 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -796792.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -797095.187500 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -797095.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -797365.500000 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -797365.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -797642.562500 Penalty: 4283.036133
	Iteration 4F: 3 clusters Score -797642.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -797876.750000 Penalty: 4283.036133
	Iteration 5F: 3 clusters Score -797876.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -798074.000000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -798074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -798238.375000 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -798238.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -798346.875000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -798346.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -798438.312500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -798438.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -798518.687500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -798518.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -798584.312500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -798584.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -798630.875000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -798630.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -798671.437500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -798671.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -798700.500000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -798700.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -798725.812500 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -798725.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -798750.375000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -798750.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -798774.312500 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -798774.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -798797.562500 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -798797.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -798817.500000 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -798817.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -798834.937500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -798834.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -798844.750000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -798844.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -798852.562500 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -798852.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -798863.875000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -798863.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -798871.437500 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -798871.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -798876.500000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -798876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -798881.125000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -798881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -798887.187500 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -798887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -798892.500000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -798892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -798898.250000 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -798898.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -798904.062500 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -798904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -798907.750000 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -798907.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -798911.562500 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -798911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -798920.375000 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -798920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -798926.250000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -798926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -798930.312500 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -798930.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -798939.437500 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -798939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -798947.437500 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -798947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -798956.000000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -798956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -798961.625000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -798961.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -798969.000000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -798969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -798973.625000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -798973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -798981.875000 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -798981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -798992.250000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -798992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -798998.750000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -798998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -799002.437500 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -799002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -799007.625000 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -799007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -799012.625000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -799012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -799016.312500 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -799016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -799019.000000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -799019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -799021.125000 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -799021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -799027.062500 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -799027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -799029.125000 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -799029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -799031.812500 Penalty: 4283.036133
	Iteration 53Q: 3 clusters Score -799031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -799037.875000 Penalty: 4283.036133
	Iteration 54Q: 3 clusters Score -799037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -799040.937500 Penalty: 4283.036133
	Iteration 55Q: 3 clusters Score -799040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -799043.000000 Penalty: 4283.036133
	Iteration 56Q: 3 clusters Score -799043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -799048.625000 Penalty: 4283.036133
	Iteration 57Q: 3 clusters Score -799048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -799051.750000 Penalty: 4283.036133
	Iteration 58Q: 3 clusters Score -799051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -799052.750000 Penalty: 4283.036133
	Iteration 59Q: 3 clusters Score -799052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -799054.312500 Penalty: 4283.036133
	Iteration 60F: 3 clusters Score -799054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Entering Unmasked Estep 
Score: -23168106.000000 Penalty: 2968.889893
	Iteration 0F: 2 clusters Score -2.316811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -23067086.000000 Penalty: 5937.779785
	Iteration 0F: 3 clusters Score -2.306709e+07 nChanged 75679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -23113096.000000 Penalty: 5937.779785
	Iteration 1F: 3 clusters Score -2.31131e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -23116220.000000 Penalty: 5937.779785
	Iteration 2Q: 3 clusters Score -2.311622e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -23120794.000000 Penalty: 5937.779785
	Iteration 3F: 3 clusters Score -2.312079e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -23126364.000000 Penalty: 5937.779785
	Iteration 4F: 3 clusters Score -2.312636e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -23132634.000000 Penalty: 5937.779785
	Iteration 5F: 3 clusters Score -2.313263e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -23138952.000000 Penalty: 5937.779785
	Iteration 6F: 3 clusters Score -2.313895e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -23145006.000000 Penalty: 5937.779785
	Iteration 7F: 3 clusters Score -2.314501e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -23149852.000000 Penalty: 5937.779785
	Iteration 8F: 3 clusters Score -2.314985e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -23152984.000000 Penalty: 5937.779785
	Iteration 9Q: 3 clusters Score -2.315298e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -23154480.000000 Penalty: 5937.779785
	Iteration 10Q: 3 clusters Score -2.315448e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -23155568.000000 Penalty: 5937.779785
	Iteration 11Q: 3 clusters Score -2.315557e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -23156628.000000 Penalty: 5937.779785
	Iteration 12Q: 3 clusters Score -2.315663e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -23157350.000000 Penalty: 5937.779785
	Iteration 13Q: 3 clusters Score -2.315735e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -23158160.000000 Penalty: 5937.779785
	Iteration 14Q: 3 clusters Score -2.315816e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -23158698.000000 Penalty: 5937.779785
	Iteration 15Q: 3 clusters Score -2.31587e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -23159466.000000 Penalty: 5937.779785
	Iteration 16Q: 3 clusters Score -2.315947e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -23160098.000000 Penalty: 5937.779785
	Iteration 17Q: 3 clusters Score -2.31601e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -23160650.000000 Penalty: 5937.779785
	Iteration 18Q: 3 clusters Score -2.316065e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -23161102.000000 Penalty: 5937.779785
	Iteration 19Q: 3 clusters Score -2.31611e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -23161540.000000 Penalty: 5937.779785
	Iteration 20F: 3 clusters Score -2.316154e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -23162004.000000 Penalty: 5937.779785
	Iteration 21Q: 3 clusters Score -2.3162e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -23162386.000000 Penalty: 5937.779785
	Iteration 22Q: 3 clusters Score -2.316239e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -23162622.000000 Penalty: 5937.779785
	Iteration 23Q: 3 clusters Score -2.316262e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -23162974.000000 Penalty: 5937.779785
	Iteration 24Q: 3 clusters Score -2.316297e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -23163296.000000 Penalty: 5937.779785
	Iteration 25Q: 3 clusters Score -2.31633e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -23163588.000000 Penalty: 5937.779785
	Iteration 26Q: 3 clusters Score -2.316359e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -23164070.000000 Penalty: 5937.779785
	Iteration 27Q: 3 clusters Score -2.316407e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -23164370.000000 Penalty: 5937.779785
	Iteration 28Q: 3 clusters Score -2.316437e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128116 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -23164774.000000 Penalty: 5937.779785
	Iteration 29Q: 3 clusters Score -2.316477e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -23165112.000000 Penalty: 5937.779785
	Iteration 30Q: 3 clusters Score -2.316511e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133202 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -23165510.000000 Penalty: 5937.779785
	Iteration 31Q: 3 clusters Score -2.316551e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135549 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -23165738.000000 Penalty: 5937.779785
	Iteration 32Q: 3 clusters Score -2.316574e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137718 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -23165990.000000 Penalty: 5937.779785
	Iteration 33Q: 3 clusters Score -2.316599e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -23166184.000000 Penalty: 5937.779785
	Iteration 34Q: 3 clusters Score -2.316618e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -23166366.000000 Penalty: 5937.779785
	Iteration 35Q: 3 clusters Score -2.316637e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -23166490.000000 Penalty: 5937.779785
	Iteration 36Q: 3 clusters Score -2.316649e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -23166528.000000 Penalty: 5937.779785
	Iteration 37Q: 3 clusters Score -2.316653e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145337 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -23166636.000000 Penalty: 5937.779785
	Iteration 38Q: 3 clusters Score -2.316664e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -23166718.000000 Penalty: 5937.779785
	Iteration 39Q: 3 clusters Score -2.316672e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -23167032.000000 Penalty: 5937.779785
	Iteration 40F: 3 clusters Score -2.316703e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -23167172.000000 Penalty: 5937.779785
	Iteration 41Q: 3 clusters Score -2.316717e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -23167272.000000 Penalty: 5937.779785
	Iteration 42Q: 3 clusters Score -2.316727e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -23167240.000000 Penalty: 5937.779785
	Iteration 43Q: 3 clusters Score -2.316724e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -23167300.000000 Penalty: 5937.779785
	Iteration 44Q: 3 clusters Score -2.31673e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151172 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -23167298.000000 Penalty: 5937.779785
	Iteration 45Q: 3 clusters Score -2.31673e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -23167254.000000 Penalty: 5937.779785
	Iteration 46Q: 3 clusters Score -2.316725e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -23167320.000000 Penalty: 5937.779785
	Iteration 47Q: 3 clusters Score -2.316732e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -23167224.000000 Penalty: 5937.779785
	Iteration 48Q: 3 clusters Score -2.316722e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152816 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -23167174.000000 Penalty: 5937.779785
	Iteration 49Q: 3 clusters Score -2.316717e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153050 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -23167144.000000 Penalty: 5937.779785
	Iteration 50Q: 3 clusters Score -2.316714e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -23167076.000000 Penalty: 5937.779785
	Iteration 51Q: 3 clusters Score -2.316708e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -23167070.000000 Penalty: 5937.779785
	Iteration 52Q: 3 clusters Score -2.316707e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -23167088.000000 Penalty: 5937.779785
	Iteration 53Q: 3 clusters Score -2.316709e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -23167036.000000 Penalty: 5937.779785
	Iteration 54Q: 3 clusters Score -2.316704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -23167034.000000 Penalty: 5937.779785
	Iteration 55Q: 3 clusters Score -2.316703e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -23167026.000000 Penalty: 5937.779785
	Iteration 56Q: 3 clusters Score -2.316703e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -23167026.000000 Penalty: 5937.779785
	Iteration 57Q: 3 clusters Score -2.316703e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23167062.000000 Penalty: 5937.779785
	Iteration 58Q: 3 clusters Score -2.316706e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -23167056.000000 Penalty: 5937.779785
	Iteration 59Q: 3 clusters Score -2.316706e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -23167032.000000 Penalty: 5937.779785
	Iteration 60F: 3 clusters Score -2.316703e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23167000.000000 Penalty: 5937.779785
	Iteration 61Q: 3 clusters Score -2.3167e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -23167012.000000 Penalty: 5937.779785
	Iteration 62Q: 3 clusters Score -2.316701e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23167012.000000 Penalty: 5937.779785
	Iteration 63Q: 3 clusters Score -2.316701e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -23167050.000000 Penalty: 5937.779785
	Iteration 64Q: 3 clusters Score -2.316705e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23167016.000000 Penalty: 5937.779785
	Iteration 65Q: 3 clusters Score -2.316702e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23167030.000000 Penalty: 5937.779785
	Iteration 66Q: 3 clusters Score -2.316703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -23167010.000000 Penalty: 5937.779785
	Iteration 67Q: 3 clusters Score -2.316701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23166986.000000 Penalty: 5937.779785
	Iteration 68Q: 3 clusters Score -2.316699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23166984.000000 Penalty: 5937.779785
	Iteration 69Q: 3 clusters Score -2.316698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23166988.000000 Penalty: 5937.779785
	Iteration 70Q: 3 clusters Score -2.316699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -23166994.000000 Penalty: 5937.779785
	Iteration 71Q: 3 clusters Score -2.316699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -23167020.000000 Penalty: 5937.779785
	Iteration 72Q: 3 clusters Score -2.316702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -23167012.000000 Penalty: 5937.779785
	Iteration 73Q: 3 clusters Score -2.316701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23167024.000000 Penalty: 5937.779785
	Iteration 74Q: 3 clusters Score -2.316702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -23167000.000000 Penalty: 5937.779785
	Iteration 75Q: 3 clusters Score -2.3167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -23167006.000000 Penalty: 5937.779785
	Iteration 76Q: 3 clusters Score -2.316701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -23167004.000000 Penalty: 5937.779785
	Iteration 77Q: 3 clusters Score -2.3167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -23166996.000000 Penalty: 5937.779785
	Iteration 78Q: 3 clusters Score -2.3167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -23166992.000000 Penalty: 5937.779785
	Iteration 79Q: 3 clusters Score -2.316699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23167000.000000 Penalty: 5937.779785
	Iteration 80F: 3 clusters Score -2.3167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23167012.000000 Penalty: 5937.779785
	Iteration 81Q: 3 clusters Score -2.316701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -23167006.000000 Penalty: 5937.779785
	Iteration 82Q: 3 clusters Score -2.316701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -23166998.000000 Penalty: 5937.779785
	Iteration 83Q: 3 clusters Score -2.3167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23167004.000000 Penalty: 5937.779785
	Iteration 84Q: 3 clusters Score -2.3167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -23166992.000000 Penalty: 5937.779785
	Iteration 85Q: 3 clusters Score -2.316699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -23166976.000000 Penalty: 5937.779785
	Iteration 86Q: 3 clusters Score -2.316698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155303 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23166976.000000 Penalty: 5937.779785
	Iteration 87Q: 3 clusters Score -2.316698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -23166984.000000 Penalty: 5937.779785
	Iteration 88Q: 3 clusters Score -2.316698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23166976.000000 Penalty: 5937.779785
	Iteration 89Q: 3 clusters Score -2.316698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -23166972.000000 Penalty: 5937.779785
	Iteration 90Q: 3 clusters Score -2.316697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -23166940.000000 Penalty: 5937.779785
	Iteration 91Q: 3 clusters Score -2.316694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -23166948.000000 Penalty: 5937.779785
	Iteration 92Q: 3 clusters Score -2.316695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -23166936.000000 Penalty: 5937.779785
	Iteration 93Q: 3 clusters Score -2.316694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -23166944.000000 Penalty: 5937.779785
	Iteration 94Q: 3 clusters Score -2.316694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155359 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -23166928.000000 Penalty: 5937.779785
	Iteration 95Q: 3 clusters Score -2.316693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23166936.000000 Penalty: 5937.779785
	Iteration 96Q: 3 clusters Score -2.316694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23166938.000000 Penalty: 5937.779785
	Iteration 97Q: 3 clusters Score -2.316694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -23166932.000000 Penalty: 5937.779785
	Iteration 98Q: 3 clusters Score -2.316693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23166940.000000 Penalty: 5937.779785
	Iteration 99Q: 3 clusters Score -2.316694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -23166938.000000 Penalty: 5937.779785
	Iteration 100F: 3 clusters Score -2.316694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -23166942.000000 Penalty: 5937.779785
	Iteration 101Q: 3 clusters Score -2.316694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -23166932.000000 Penalty: 5937.779785
	Iteration 102Q: 3 clusters Score -2.316693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -23166932.000000 Penalty: 5937.779785
	Iteration 103Q: 3 clusters Score -2.316693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23166950.000000 Penalty: 5937.779785
	Iteration 104Q: 3 clusters Score -2.316695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23166948.000000 Penalty: 5937.779785
	Iteration 105Q: 3 clusters Score -2.316695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -23166962.000000 Penalty: 5937.779785
	Iteration 106Q: 3 clusters Score -2.316696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23166952.000000 Penalty: 5937.779785
	Iteration 107Q: 3 clusters Score -2.316695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -23166950.000000 Penalty: 5937.779785
	Iteration 108Q: 3 clusters Score -2.316695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -23166958.000000 Penalty: 5937.779785
	Iteration 109Q: 3 clusters Score -2.316696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -23166946.000000 Penalty: 5937.779785
	Iteration 110Q: 3 clusters Score -2.316695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -23166960.000000 Penalty: 5937.779785
	Iteration 111Q: 3 clusters Score -2.316696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23166950.000000 Penalty: 5937.779785
	Iteration 112Q: 3 clusters Score -2.316695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -23166934.000000 Penalty: 5937.779785
	Iteration 113Q: 3 clusters Score -2.316693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -23166934.000000 Penalty: 5937.779785
	Iteration 114F: 3 clusters Score -2.316693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Entering Unmasked Estep 
Score: -3128149.500000 Penalty: 2469.742188
	Iteration 0F: 2 clusters Score -3128150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3113296.250000 Penalty: 4939.484375
	Iteration 0F: 3 clusters Score -3113296 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3118132.750000 Penalty: 4939.484375
	Iteration 1F: 3 clusters Score -3118133 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3118461.000000 Penalty: 4939.484375
	Iteration 2Q: 3 clusters Score -3118461 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3118744.000000 Penalty: 4939.484375
	Iteration 3Q: 3 clusters Score -3118744 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3118943.500000 Penalty: 4939.484375
	Iteration 4Q: 3 clusters Score -3118944 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3119180.250000 Penalty: 4939.484375
	Iteration 5Q: 3 clusters Score -3119180 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3119420.250000 Penalty: 4939.484375
	Iteration 6Q: 3 clusters Score -3119420 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3119759.500000 Penalty: 4939.484375
	Iteration 7Q: 3 clusters Score -3119760 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3120265.250000 Penalty: 4939.484375
	Iteration 8Q: 3 clusters Score -3120265 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3120920.250000 Penalty: 4939.484375
	Iteration 9F: 3 clusters Score -3120920 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3121754.000000 Penalty: 4939.484375
	Iteration 10F: 3 clusters Score -3121754 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3122777.500000 Penalty: 4939.484375
	Iteration 11F: 3 clusters Score -3122778 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3123852.500000 Penalty: 4939.484375
	Iteration 12F: 3 clusters Score -3123852 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3124629.250000 Penalty: 4939.484375
	Iteration 13Q: 3 clusters Score -3124629 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3125162.250000 Penalty: 4939.484375
	Iteration 14Q: 3 clusters Score -3125162 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3125496.000000 Penalty: 4939.484375
	Iteration 15Q: 3 clusters Score -3125496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3125684.250000 Penalty: 4939.484375
	Iteration 16Q: 3 clusters Score -3125684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3125791.750000 Penalty: 4939.484375
	Iteration 17Q: 3 clusters Score -3125792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3125852.250000 Penalty: 4939.484375
	Iteration 18Q: 3 clusters Score -3125852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3125886.250000 Penalty: 4939.484375
	Iteration 19Q: 3 clusters Score -3125886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3125909.500000 Penalty: 4939.484375
	Iteration 20F: 3 clusters Score -3125910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3125932.250000 Penalty: 4939.484375
	Iteration 21Q: 3 clusters Score -3125932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3125952.000000 Penalty: 4939.484375
	Iteration 22Q: 3 clusters Score -3125952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3125970.250000 Penalty: 4939.484375
	Iteration 23Q: 3 clusters Score -3125970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3125984.750000 Penalty: 4939.484375
	Iteration 24Q: 3 clusters Score -3125985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3125989.250000 Penalty: 4939.484375
	Iteration 25Q: 3 clusters Score -3125989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3125990.750000 Penalty: 4939.484375
	Iteration 26Q: 3 clusters Score -3125991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3125999.750000 Penalty: 4939.484375
	Iteration 27Q: 3 clusters Score -3126000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3125998.500000 Penalty: 4939.484375
	Iteration 28Q: 3 clusters Score -3125998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3126003.500000 Penalty: 4939.484375
	Iteration 29Q: 3 clusters Score -3126004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3126003.250000 Penalty: 4939.484375
	Iteration 30Q: 3 clusters Score -3126003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3126003.250000 Penalty: 4939.484375
	Iteration 31F: 3 clusters Score -3126003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -6532599.000000 Penalty: 2654.672119
	Iteration 0F: 2 clusters Score -6532599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -6502387.000000 Penalty: 5309.344238
	Iteration 0F: 3 clusters Score -6502387 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6513692.000000 Penalty: 5309.344238
	Iteration 1F: 3 clusters Score -6513692 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -6514051.500000 Penalty: 5309.344238
	Iteration 2Q: 3 clusters Score -6514052 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6514342.500000 Penalty: 5309.344238
	Iteration 3Q: 3 clusters Score -6514342 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6514644.000000 Penalty: 5309.344238
	Iteration 4Q: 3 clusters Score -6514644 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -6514900.000000 Penalty: 5309.344238
	Iteration 5Q: 3 clusters Score -6514900 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6515145.500000 Penalty: 5309.344238
	Iteration 6Q: 3 clusters Score -6515146 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6515485.000000 Penalty: 5309.344238
	Iteration 7Q: 3 clusters Score -6515485 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -6515912.500000 Penalty: 5309.344238
	Iteration 8Q: 3 clusters Score -6515912 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6516603.500000 Penalty: 5309.344238
	Iteration 9Q: 3 clusters Score -6516604 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6517445.500000 Penalty: 5309.344238
	Iteration 10Q: 3 clusters Score -6517446 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6518764.500000 Penalty: 5309.344238
	Iteration 11Q: 3 clusters Score -6518764 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6520687.500000 Penalty: 5309.344238
	Iteration 12F: 3 clusters Score -6520688 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6523323.500000 Penalty: 5309.344238
	Iteration 13F: 3 clusters Score -6523324 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -6526223.000000 Penalty: 5309.344238
	Iteration 14F: 3 clusters Score -6526223 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -6528673.000000 Penalty: 5309.344238
	Iteration 15F: 3 clusters Score -6528673 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -6529986.500000 Penalty: 5309.344238
	Iteration 16Q: 3 clusters Score -6529986 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -6530711.500000 Penalty: 5309.344238
	Iteration 17Q: 3 clusters Score -6530712 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -6531009.000000 Penalty: 5309.344238
	Iteration 18Q: 3 clusters Score -6531009 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6531153.000000 Penalty: 5309.344238
	Iteration 19Q: 3 clusters Score -6531153 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -6531220.000000 Penalty: 5309.344238
	Iteration 20F: 3 clusters Score -6531220 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -6531257.500000 Penalty: 5309.344238
	Iteration 21Q: 3 clusters Score -6531258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6531267.000000 Penalty: 5309.344238
	Iteration 22Q: 3 clusters Score -6531267 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -6531312.000000 Penalty: 5309.344238
	Iteration 23Q: 3 clusters Score -6531312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -6531308.000000 Penalty: 5309.344238
	Iteration 24Q: 3 clusters Score -6531308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -6531329.000000 Penalty: 5309.344238
	Iteration 25Q: 3 clusters Score -6531329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -6531346.500000 Penalty: 5309.344238
	Iteration 26Q: 3 clusters Score -6531346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -6531366.500000 Penalty: 5309.344238
	Iteration 27Q: 3 clusters Score -6531366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -6531360.000000 Penalty: 5309.344238
	Iteration 28Q: 3 clusters Score -6531360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6531367.000000 Penalty: 5309.344238
	Iteration 29Q: 3 clusters Score -6531367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6531379.500000 Penalty: 5309.344238
	Iteration 30Q: 3 clusters Score -6531380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -6531374.000000 Penalty: 5309.344238
	Iteration 31Q: 3 clusters Score -6531374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -6531377.500000 Penalty: 5309.344238
	Iteration 32Q: 3 clusters Score -6531378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -6531372.500000 Penalty: 5309.344238
	Iteration 33Q: 3 clusters Score -6531372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6531377.000000 Penalty: 5309.344238
	Iteration 34Q: 3 clusters Score -6531377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -6531383.500000 Penalty: 5309.344238
	Iteration 35Q: 3 clusters Score -6531384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -6531387.000000 Penalty: 5309.344238
	Iteration 36Q: 3 clusters Score -6531387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -6531387.000000 Penalty: 5309.344238
	Iteration 37Q: 3 clusters Score -6531387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -6531375.500000 Penalty: 5309.344238
	Iteration 38Q: 3 clusters Score -6531376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -6531379.000000 Penalty: 5309.344238
	Iteration 39Q: 3 clusters Score -6531379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -6531381.500000 Penalty: 5309.344238
	Iteration 40F: 3 clusters Score -6531382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -6531396.000000 Penalty: 5309.344238
	Iteration 41Q: 3 clusters Score -6531396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -6531396.500000 Penalty: 5309.344238
	Iteration 42Q: 3 clusters Score -6531396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -6531395.000000 Penalty: 5309.344238
	Iteration 43Q: 3 clusters Score -6531395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -6531406.000000 Penalty: 5309.344238
	Iteration 44Q: 3 clusters Score -6531406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -6531402.000000 Penalty: 5309.344238
	Iteration 45Q: 3 clusters Score -6531402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6531396.500000 Penalty: 5309.344238
	Iteration 46Q: 3 clusters Score -6531396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -6531406.000000 Penalty: 5309.344238
	Iteration 47Q: 3 clusters Score -6531406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -6531398.000000 Penalty: 5309.344238
	Iteration 48Q: 3 clusters Score -6531398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -6531397.000000 Penalty: 5309.344238
	Iteration 49Q: 3 clusters Score -6531397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -6531395.500000 Penalty: 5309.344238
	Iteration 50Q: 3 clusters Score -6531396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -6531405.000000 Penalty: 5309.344238
	Iteration 51Q: 3 clusters Score -6531405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -6531403.000000 Penalty: 5309.344238
	Iteration 52Q: 3 clusters Score -6531403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -6531413.500000 Penalty: 5309.344238
	Iteration 53Q: 3 clusters Score -6531414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -6531402.000000 Penalty: 5309.344238
	Iteration 54Q: 3 clusters Score -6531402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -6531398.000000 Penalty: 5309.344238
	Iteration 55Q: 3 clusters Score -6531398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -6531396.500000 Penalty: 5309.344238
	Iteration 56Q: 3 clusters Score -6531396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6531405.000000 Penalty: 5309.344238
	Iteration 57Q: 3 clusters Score -6531405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6531417.000000 Penalty: 5309.344238
	Iteration 58Q: 3 clusters Score -6531417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -6531413.500000 Penalty: 5309.344238
	Iteration 59Q: 3 clusters Score -6531414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6531414.000000 Penalty: 5309.344238
	Iteration 60F: 3 clusters Score -6531414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -6531422.000000 Penalty: 5309.344238
	Iteration 61Q: 3 clusters Score -6531422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -6531416.500000 Penalty: 5309.344238
	Iteration 62Q: 3 clusters Score -6531416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6531418.000000 Penalty: 5309.344238
	Iteration 63Q: 3 clusters Score -6531418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -6531404.500000 Penalty: 5309.344238
	Iteration 64Q: 3 clusters Score -6531404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -6531422.000000 Penalty: 5309.344238
	Iteration 65Q: 3 clusters Score -6531422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -6531422.000000 Penalty: 5309.344238
	Iteration 66Q: 3 clusters Score -6531422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -6531405.000000 Penalty: 5309.344238
	Iteration 67Q: 3 clusters Score -6531405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -6531408.000000 Penalty: 5309.344238
	Iteration 68Q: 3 clusters Score -6531408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6531417.500000 Penalty: 5309.344238
	Iteration 69Q: 3 clusters Score -6531418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -6531414.500000 Penalty: 5309.344238
	Iteration 70Q: 3 clusters Score -6531414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -6531430.000000 Penalty: 5309.344238
	Iteration 71Q: 3 clusters Score -6531430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -6531435.500000 Penalty: 5309.344238
	Iteration 72Q: 3 clusters Score -6531436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -6531442.500000 Penalty: 5309.344238
	Iteration 73Q: 3 clusters Score -6531442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -6531439.000000 Penalty: 5309.344238
	Iteration 74Q: 3 clusters Score -6531439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -6531442.000000 Penalty: 5309.344238
	Iteration 75Q: 3 clusters Score -6531442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -6531436.500000 Penalty: 5309.344238
	Iteration 76Q: 3 clusters Score -6531436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6531442.500000 Penalty: 5309.344238
	Iteration 77Q: 3 clusters Score -6531442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -6531440.000000 Penalty: 5309.344238
	Iteration 78Q: 3 clusters Score -6531440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -6531435.500000 Penalty: 5309.344238
	Iteration 79Q: 3 clusters Score -6531436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6531452.500000 Penalty: 5309.344238
	Iteration 80F: 3 clusters Score -6531452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -6531446.500000 Penalty: 5309.344238
	Iteration 81Q: 3 clusters Score -6531446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -6531457.500000 Penalty: 5309.344238
	Iteration 82Q: 3 clusters Score -6531458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -6531453.000000 Penalty: 5309.344238
	Iteration 83Q: 3 clusters Score -6531453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -6531472.000000 Penalty: 5309.344238
	Iteration 84Q: 3 clusters Score -6531472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -6531457.500000 Penalty: 5309.344238
	Iteration 85Q: 3 clusters Score -6531458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -6531483.000000 Penalty: 5309.344238
	Iteration 86Q: 3 clusters Score -6531483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -6531478.000000 Penalty: 5309.344238
	Iteration 87Q: 3 clusters Score -6531478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -6531490.500000 Penalty: 5309.344238
	Iteration 88Q: 3 clusters Score -6531490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -6531490.500000 Penalty: 5309.344238
	Iteration 89Q: 3 clusters Score -6531490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -6531474.500000 Penalty: 5309.344238
	Iteration 90Q: 3 clusters Score -6531474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -6531481.500000 Penalty: 5309.344238
	Iteration 91Q: 3 clusters Score -6531482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6531484.000000 Penalty: 5309.344238
	Iteration 92Q: 3 clusters Score -6531484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -6531462.500000 Penalty: 5309.344238
	Iteration 93Q: 3 clusters Score -6531462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -6531481.500000 Penalty: 5309.344238
	Iteration 94Q: 3 clusters Score -6531482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -6531501.000000 Penalty: 5309.344238
	Iteration 95Q: 3 clusters Score -6531501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -6531509.500000 Penalty: 5309.344238
	Iteration 96Q: 3 clusters Score -6531510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -6531527.000000 Penalty: 5309.344238
	Iteration 97Q: 3 clusters Score -6531527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -6531562.000000 Penalty: 5309.344238
	Iteration 98Q: 3 clusters Score -6531562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -6531580.500000 Penalty: 5309.344238
	Iteration 99Q: 3 clusters Score -6531580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6531586.500000 Penalty: 5309.344238
	Iteration 100F: 3 clusters Score -6531586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -6531591.500000 Penalty: 5309.344238
	Iteration 101Q: 3 clusters Score -6531592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -6531603.000000 Penalty: 5309.344238
	Iteration 102Q: 3 clusters Score -6531603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6531624.500000 Penalty: 5309.344238
	Iteration 103Q: 3 clusters Score -6531624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6531636.500000 Penalty: 5309.344238
	Iteration 104Q: 3 clusters Score -6531636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6531652.000000 Penalty: 5309.344238
	Iteration 105Q: 3 clusters Score -6531652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -6531666.500000 Penalty: 5309.344238
	Iteration 106Q: 3 clusters Score -6531666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -6531667.500000 Penalty: 5309.344238
	Iteration 107Q: 3 clusters Score -6531668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -6531680.000000 Penalty: 5309.344238
	Iteration 108Q: 3 clusters Score -6531680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6531677.500000 Penalty: 5309.344238
	Iteration 109Q: 3 clusters Score -6531678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -6531671.000000 Penalty: 5309.344238
	Iteration 110Q: 3 clusters Score -6531671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6531685.500000 Penalty: 5309.344238
	Iteration 111Q: 3 clusters Score -6531686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -6531688.000000 Penalty: 5309.344238
	Iteration 112Q: 3 clusters Score -6531688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -6531693.500000 Penalty: 5309.344238
	Iteration 113Q: 3 clusters Score -6531694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -6531703.500000 Penalty: 5309.344238
	Iteration 114Q: 3 clusters Score -6531704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -6531727.500000 Penalty: 5309.344238
	Iteration 115Q: 3 clusters Score -6531728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -6531721.000000 Penalty: 5309.344238
	Iteration 116Q: 3 clusters Score -6531721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6531727.000000 Penalty: 5309.344238
	Iteration 117Q: 3 clusters Score -6531727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -6531767.500000 Penalty: 5309.344238
	Iteration 118Q: 3 clusters Score -6531768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -6531777.500000 Penalty: 5309.344238
	Iteration 119Q: 3 clusters Score -6531778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -6531798.000000 Penalty: 5309.344238
	Iteration 120F: 3 clusters Score -6531798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -6531798.500000 Penalty: 5309.344238
	Iteration 121Q: 3 clusters Score -6531798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -6531809.500000 Penalty: 5309.344238
	Iteration 122Q: 3 clusters Score -6531810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -6531826.500000 Penalty: 5309.344238
	Iteration 123Q: 3 clusters Score -6531826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6531867.000000 Penalty: 5309.344238
	Iteration 124Q: 3 clusters Score -6531867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -6531939.500000 Penalty: 5309.344238
	Iteration 125Q: 3 clusters Score -6531940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6531942.000000 Penalty: 5309.344238
	Iteration 126Q: 3 clusters Score -6531942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -6531967.500000 Penalty: 5309.344238
	Iteration 127Q: 3 clusters Score -6531968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -6532002.000000 Penalty: 5309.344238
	Iteration 128Q: 3 clusters Score -6532002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6532048.500000 Penalty: 5309.344238
	Iteration 129Q: 3 clusters Score -6532048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6532076.000000 Penalty: 5309.344238
	Iteration 130Q: 3 clusters Score -6532076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -6532098.000000 Penalty: 5309.344238
	Iteration 131Q: 3 clusters Score -6532098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -6532113.500000 Penalty: 5309.344238
	Iteration 132Q: 3 clusters Score -6532114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6532123.500000 Penalty: 5309.344238
	Iteration 133Q: 3 clusters Score -6532124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -6532134.000000 Penalty: 5309.344238
	Iteration 134Q: 3 clusters Score -6532134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -6532137.000000 Penalty: 5309.344238
	Iteration 135Q: 3 clusters Score -6532137 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6532149.000000 Penalty: 5309.344238
	Iteration 136Q: 3 clusters Score -6532149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6532165.500000 Penalty: 5309.344238
	Iteration 137Q: 3 clusters Score -6532166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6532179.000000 Penalty: 5309.344238
	Iteration 138Q: 3 clusters Score -6532179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6532206.500000 Penalty: 5309.344238
	Iteration 139Q: 3 clusters Score -6532206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -6532222.500000 Penalty: 5309.344238
	Iteration 140F: 3 clusters Score -6532222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6532231.000000 Penalty: 5309.344238
	Iteration 141Q: 3 clusters Score -6532231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6532240.000000 Penalty: 5309.344238
	Iteration 142Q: 3 clusters Score -6532240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6532230.000000 Penalty: 5309.344238
	Iteration 143Q: 3 clusters Score -6532230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6532247.500000 Penalty: 5309.344238
	Iteration 144Q: 3 clusters Score -6532248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -6532252.000000 Penalty: 5309.344238
	Iteration 145Q: 3 clusters Score -6532252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6532247.000000 Penalty: 5309.344238
	Iteration 146Q: 3 clusters Score -6532247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6532253.500000 Penalty: 5309.344238
	Iteration 147Q: 3 clusters Score -6532254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6532274.000000 Penalty: 5309.344238
	Iteration 148Q: 3 clusters Score -6532274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6532270.500000 Penalty: 5309.344238
	Iteration 149Q: 3 clusters Score -6532270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -6532279.500000 Penalty: 5309.344238
	Iteration 150Q: 3 clusters Score -6532280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6532276.000000 Penalty: 5309.344238
	Iteration 151Q: 3 clusters Score -6532276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -6532278.000000 Penalty: 5309.344238
	Iteration 152Q: 3 clusters Score -6532278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -6532282.500000 Penalty: 5309.344238
	Iteration 153Q: 3 clusters Score -6532282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6532287.000000 Penalty: 5309.344238
	Iteration 154Q: 3 clusters Score -6532287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6532282.000000 Penalty: 5309.344238
	Iteration 155Q: 3 clusters Score -6532282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -6532286.500000 Penalty: 5309.344238
	Iteration 156Q: 3 clusters Score -6532286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -6532281.000000 Penalty: 5309.344238
	Iteration 157Q: 3 clusters Score -6532281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6532291.500000 Penalty: 5309.344238
	Iteration 158Q: 3 clusters Score -6532292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6532288.500000 Penalty: 5309.344238
	Iteration 159Q: 3 clusters Score -6532288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6532288.000000 Penalty: 5309.344238
	Iteration 160F: 3 clusters Score -6532288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6532288.500000 Penalty: 5309.344238
	Iteration 161Q: 3 clusters Score -6532288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6532281.000000 Penalty: 5309.344238
	Iteration 162Q: 3 clusters Score -6532281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6532276.000000 Penalty: 5309.344238
	Iteration 163Q: 3 clusters Score -6532276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6532274.500000 Penalty: 5309.344238
	Iteration 164Q: 3 clusters Score -6532274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6532277.000000 Penalty: 5309.344238
	Iteration 165Q: 3 clusters Score -6532277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6532274.500000 Penalty: 5309.344238
	Iteration 166Q: 3 clusters Score -6532274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6532274.500000 Penalty: 5309.344238
	Iteration 167F: 3 clusters Score -6532274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Entering Unmasked Estep 
Score: -1222336.250000 Penalty: 2259.408936
	Iteration 0F: 2 clusters Score -1222336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1215258.125000 Penalty: 4518.817871
	Iteration 0F: 3 clusters Score -1215258 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1217446.125000 Penalty: 4518.817871
	Iteration 1F: 3 clusters Score -1217446 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1218072.875000 Penalty: 4518.817871
	Iteration 2F: 3 clusters Score -1218073 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1218639.250000 Penalty: 4518.817871
	Iteration 3F: 3 clusters Score -1218639 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1218979.875000 Penalty: 4518.817871
	Iteration 4F: 3 clusters Score -1218980 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1219203.000000 Penalty: 4518.817871
	Iteration 5Q: 3 clusters Score -1219203 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1219352.750000 Penalty: 4518.817871
	Iteration 6Q: 3 clusters Score -1219353 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1219467.250000 Penalty: 4518.817871
	Iteration 7Q: 3 clusters Score -1219467 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1219575.375000 Penalty: 4518.817871
	Iteration 8Q: 3 clusters Score -1219575 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1219650.000000 Penalty: 4518.817871
	Iteration 9Q: 3 clusters Score -1219650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1219707.500000 Penalty: 4518.817871
	Iteration 10Q: 3 clusters Score -1219708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1219746.750000 Penalty: 4518.817871
	Iteration 11Q: 3 clusters Score -1219747 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1219800.375000 Penalty: 4518.817871
	Iteration 12Q: 3 clusters Score -1219800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1219844.125000 Penalty: 4518.817871
	Iteration 13Q: 3 clusters Score -1219844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1219883.625000 Penalty: 4518.817871
	Iteration 14Q: 3 clusters Score -1219884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1219937.875000 Penalty: 4518.817871
	Iteration 15Q: 3 clusters Score -1219938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1219998.250000 Penalty: 4518.817871
	Iteration 16Q: 3 clusters Score -1219998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1220061.500000 Penalty: 4518.817871
	Iteration 17Q: 3 clusters Score -1220062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1220133.750000 Penalty: 4518.817871
	Iteration 18Q: 3 clusters Score -1220134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1220209.750000 Penalty: 4518.817871
	Iteration 19Q: 3 clusters Score -1220210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1220310.250000 Penalty: 4518.817871
	Iteration 20F: 3 clusters Score -1220310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1220423.750000 Penalty: 4518.817871
	Iteration 21Q: 3 clusters Score -1220424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1220563.875000 Penalty: 4518.817871
	Iteration 22Q: 3 clusters Score -1220564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1220687.375000 Penalty: 4518.817871
	Iteration 23Q: 3 clusters Score -1220687 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1220824.125000 Penalty: 4518.817871
	Iteration 24Q: 3 clusters Score -1220824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1220938.750000 Penalty: 4518.817871
	Iteration 25Q: 3 clusters Score -1220939 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1221019.875000 Penalty: 4518.817871
	Iteration 26Q: 3 clusters Score -1221020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1221091.000000 Penalty: 4518.817871
	Iteration 27Q: 3 clusters Score -1221091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1221133.625000 Penalty: 4518.817871
	Iteration 28Q: 3 clusters Score -1221134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1221170.875000 Penalty: 4518.817871
	Iteration 29Q: 3 clusters Score -1221171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1221197.000000 Penalty: 4518.817871
	Iteration 30Q: 3 clusters Score -1221197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1221209.125000 Penalty: 4518.817871
	Iteration 31Q: 3 clusters Score -1221209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1221224.625000 Penalty: 4518.817871
	Iteration 32Q: 3 clusters Score -1221225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1221232.500000 Penalty: 4518.817871
	Iteration 33Q: 3 clusters Score -1221232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1221249.000000 Penalty: 4518.817871
	Iteration 34Q: 3 clusters Score -1221249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1221263.750000 Penalty: 4518.817871
	Iteration 35Q: 3 clusters Score -1221264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1221272.000000 Penalty: 4518.817871
	Iteration 36Q: 3 clusters Score -1221272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1221281.500000 Penalty: 4518.817871
	Iteration 37Q: 3 clusters Score -1221282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1221293.500000 Penalty: 4518.817871
	Iteration 38Q: 3 clusters Score -1221294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1221295.875000 Penalty: 4518.817871
	Iteration 39Q: 3 clusters Score -1221296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1221297.750000 Penalty: 4518.817871
	Iteration 40F: 3 clusters Score -1221298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1221296.750000 Penalty: 4518.817871
	Iteration 41Q: 3 clusters Score -1221297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1221299.000000 Penalty: 4518.817871
	Iteration 42Q: 3 clusters Score -1221299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1221301.625000 Penalty: 4518.817871
	Iteration 43Q: 3 clusters Score -1221302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1221305.250000 Penalty: 4518.817871
	Iteration 44Q: 3 clusters Score -1221305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1221305.750000 Penalty: 4518.817871
	Iteration 45Q: 3 clusters Score -1221306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1221306.750000 Penalty: 4518.817871
	Iteration 46Q: 3 clusters Score -1221307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1221308.250000 Penalty: 4518.817871
	Iteration 47Q: 3 clusters Score -1221308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1221310.500000 Penalty: 4518.817871
	Iteration 48Q: 3 clusters Score -1221310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1221313.250000 Penalty: 4518.817871
	Iteration 49Q: 3 clusters Score -1221313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1221312.000000 Penalty: 4518.817871
	Iteration 50Q: 3 clusters Score -1221312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1221313.750000 Penalty: 4518.817871
	Iteration 51Q: 3 clusters Score -1221314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1221313.750000 Penalty: 4518.817871
	Iteration 52F: 3 clusters Score -1221314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -6203183.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -6203184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6173847.000000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -6173847 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -6184829.000000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -6184829 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6185311.500000 Penalty: 5294.608398
	Iteration 2Q: 3 clusters Score -6185312 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6185757.000000 Penalty: 5294.608398
	Iteration 3Q: 3 clusters Score -6185757 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -6186191.500000 Penalty: 5294.608398
	Iteration 4Q: 3 clusters Score -6186192 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6186819.500000 Penalty: 5294.608398
	Iteration 5Q: 3 clusters Score -6186820 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6187782.000000 Penalty: 5294.608398
	Iteration 6Q: 3 clusters Score -6187782 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -6189466.500000 Penalty: 5294.608398
	Iteration 7F: 3 clusters Score -6189466 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -6191946.500000 Penalty: 5294.608398
	Iteration 8F: 3 clusters Score -6191946 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6195046.000000 Penalty: 5294.608398
	Iteration 9F: 3 clusters Score -6195046 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -6197862.500000 Penalty: 5294.608398
	Iteration 10F: 3 clusters Score -6197862 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -6199572.500000 Penalty: 5294.608398
	Iteration 11Q: 3 clusters Score -6199572 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -6200328.500000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -6200328 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6200603.000000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -6200603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -6200718.000000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -6200718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -6200780.000000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -6200780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6200826.000000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -6200826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -6200833.000000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -6200833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -6200831.500000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -6200832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -6200839.000000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -6200839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6200848.500000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -6200848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6200859.000000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -6200859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -6200859.000000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -6200859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6200857.000000 Penalty: 5294.608398
	Iteration 23Q: 3 clusters Score -6200857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6200857.000000 Penalty: 5294.608398
	Iteration 24F: 3 clusters Score -6200857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Entering Unmasked Estep 
Score: -2013816.375000 Penalty: 2397.731201
	Iteration 0F: 2 clusters Score -2013816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2002566.125000 Penalty: 4795.462402
	Iteration 0F: 3 clusters Score -2002566 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2006420.000000 Penalty: 4795.462402
	Iteration 1F: 3 clusters Score -2006420 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2007069.000000 Penalty: 4795.462402
	Iteration 2F: 3 clusters Score -2007069 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2007668.000000 Penalty: 4795.462402
	Iteration 3F: 3 clusters Score -2007668 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2008194.625000 Penalty: 4795.462402
	Iteration 4F: 3 clusters Score -2008195 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2008720.375000 Penalty: 4795.462402
	Iteration 5F: 3 clusters Score -2008720 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2009227.000000 Penalty: 4795.462402
	Iteration 6F: 3 clusters Score -2009227 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2009729.500000 Penalty: 4795.462402
	Iteration 7Q: 3 clusters Score -2009730 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2010176.500000 Penalty: 4795.462402
	Iteration 8Q: 3 clusters Score -2010176 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2010638.250000 Penalty: 4795.462402
	Iteration 9Q: 3 clusters Score -2010638 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2011115.500000 Penalty: 4795.462402
	Iteration 10Q: 3 clusters Score -2011116 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2011601.750000 Penalty: 4795.462402
	Iteration 11Q: 3 clusters Score -2011602 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2011997.500000 Penalty: 4795.462402
	Iteration 12Q: 3 clusters Score -2011998 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2012325.875000 Penalty: 4795.462402
	Iteration 13Q: 3 clusters Score -2012326 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2012574.500000 Penalty: 4795.462402
	Iteration 14Q: 3 clusters Score -2012574 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2012741.000000 Penalty: 4795.462402
	Iteration 15Q: 3 clusters Score -2012741 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2012850.000000 Penalty: 4795.462402
	Iteration 16Q: 3 clusters Score -2012850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2012928.625000 Penalty: 4795.462402
	Iteration 17Q: 3 clusters Score -2012929 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2012986.750000 Penalty: 4795.462402
	Iteration 18Q: 3 clusters Score -2012987 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2013024.875000 Penalty: 4795.462402
	Iteration 19Q: 3 clusters Score -2013025 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2013055.500000 Penalty: 4795.462402
	Iteration 20F: 3 clusters Score -2013056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2013082.125000 Penalty: 4795.462402
	Iteration 21Q: 3 clusters Score -2013082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2013102.625000 Penalty: 4795.462402
	Iteration 22Q: 3 clusters Score -2013103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2013098.875000 Penalty: 4795.462402
	Iteration 23Q: 3 clusters Score -2013099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2013112.750000 Penalty: 4795.462402
	Iteration 24Q: 3 clusters Score -2013113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2013112.125000 Penalty: 4795.462402
	Iteration 25Q: 3 clusters Score -2013112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2013121.750000 Penalty: 4795.462402
	Iteration 26Q: 3 clusters Score -2013122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2013116.375000 Penalty: 4795.462402
	Iteration 27Q: 3 clusters Score -2013116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2013117.375000 Penalty: 4795.462402
	Iteration 28Q: 3 clusters Score -2013117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2013118.500000 Penalty: 4795.462402
	Iteration 29Q: 3 clusters Score -2013118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2013122.375000 Penalty: 4795.462402
	Iteration 30Q: 3 clusters Score -2013122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2013130.625000 Penalty: 4795.462402
	Iteration 31Q: 3 clusters Score -2013131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2013125.375000 Penalty: 4795.462402
	Iteration 32Q: 3 clusters Score -2013125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2013132.125000 Penalty: 4795.462402
	Iteration 33Q: 3 clusters Score -2013132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2013137.125000 Penalty: 4795.462402
	Iteration 34Q: 3 clusters Score -2013137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2013134.875000 Penalty: 4795.462402
	Iteration 35Q: 3 clusters Score -2013135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2013134.500000 Penalty: 4795.462402
	Iteration 36Q: 3 clusters Score -2013134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2013136.375000 Penalty: 4795.462402
	Iteration 37Q: 3 clusters Score -2013136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2013130.375000 Penalty: 4795.462402
	Iteration 38Q: 3 clusters Score -2013130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2013135.375000 Penalty: 4795.462402
	Iteration 39Q: 3 clusters Score -2013135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2013137.750000 Penalty: 4795.462402
	Iteration 40F: 3 clusters Score -2013138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2013139.875000 Penalty: 4795.462402
	Iteration 41Q: 3 clusters Score -2013140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2013142.000000 Penalty: 4795.462402
	Iteration 42Q: 3 clusters Score -2013142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2013141.000000 Penalty: 4795.462402
	Iteration 43Q: 3 clusters Score -2013141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2013137.500000 Penalty: 4795.462402
	Iteration 44Q: 3 clusters Score -2013138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2013145.125000 Penalty: 4795.462402
	Iteration 45Q: 3 clusters Score -2013145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2013142.875000 Penalty: 4795.462402
	Iteration 46Q: 3 clusters Score -2013143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2013144.875000 Penalty: 4795.462402
	Iteration 47Q: 3 clusters Score -2013145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2013143.750000 Penalty: 4795.462402
	Iteration 48Q: 3 clusters Score -2013144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2013143.875000 Penalty: 4795.462402
	Iteration 49Q: 3 clusters Score -2013144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2013143.250000 Penalty: 4795.462402
	Iteration 50Q: 3 clusters Score -2013143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2013143.250000 Penalty: 4795.462402
	Iteration 51F: 3 clusters Score -2013143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Entering Unmasked Estep 
Score: -1621262.625000 Penalty: 2316.854980
	Iteration 0F: 2 clusters Score -1621263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1612630.250000 Penalty: 4633.709961
	Iteration 0F: 3 clusters Score -1612630 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1615099.875000 Penalty: 4633.709961
	Iteration 1F: 3 clusters Score -1615100 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1615446.250000 Penalty: 4633.709961
	Iteration 2F: 3 clusters Score -1615446 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1615842.000000 Penalty: 4633.709961
	Iteration 3F: 3 clusters Score -1615842 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1616420.750000 Penalty: 4633.709961
	Iteration 4F: 3 clusters Score -1616421 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1617216.250000 Penalty: 4633.709961
	Iteration 5F: 3 clusters Score -1617216 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1618044.375000 Penalty: 4633.709961
	Iteration 6F: 3 clusters Score -1618044 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1618681.000000 Penalty: 4633.709961
	Iteration 7F: 3 clusters Score -1618681 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1619035.125000 Penalty: 4633.709961
	Iteration 8F: 3 clusters Score -1619035 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1619209.500000 Penalty: 4633.709961
	Iteration 9Q: 3 clusters Score -1619210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1619302.250000 Penalty: 4633.709961
	Iteration 10Q: 3 clusters Score -1619302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1619343.000000 Penalty: 4633.709961
	Iteration 11Q: 3 clusters Score -1619343 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1619367.625000 Penalty: 4633.709961
	Iteration 12Q: 3 clusters Score -1619368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1619387.250000 Penalty: 4633.709961
	Iteration 13Q: 3 clusters Score -1619387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1619394.875000 Penalty: 4633.709961
	Iteration 14Q: 3 clusters Score -1619395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1619401.875000 Penalty: 4633.709961
	Iteration 15Q: 3 clusters Score -1619402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1619402.750000 Penalty: 4633.709961
	Iteration 16Q: 3 clusters Score -1619403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1619404.500000 Penalty: 4633.709961
	Iteration 17Q: 3 clusters Score -1619404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1619404.875000 Penalty: 4633.709961
	Iteration 18Q: 3 clusters Score -1619405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1619406.125000 Penalty: 4633.709961
	Iteration 19Q: 3 clusters Score -1619406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1619407.375000 Penalty: 4633.709961
	Iteration 20F: 3 clusters Score -1619407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1619407.625000 Penalty: 4633.709961
	Iteration 21Q: 3 clusters Score -1619408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1619407.000000 Penalty: 4633.709961
	Iteration 22Q: 3 clusters Score -1619407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1619408.000000 Penalty: 4633.709961
	Iteration 23Q: 3 clusters Score -1619408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1619408.125000 Penalty: 4633.709961
	Iteration 24Q: 3 clusters Score -1619408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1619408.125000 Penalty: 4633.709961
	Iteration 25F: 3 clusters Score -1619408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -848771.750000 Penalty: 2152.300781
	Iteration 0F: 2 clusters Score -848771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -843750.000000 Penalty: 4304.601562
	Iteration 0F: 3 clusters Score -843750 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -844940.312500 Penalty: 4304.601562
	Iteration 1F: 3 clusters Score -844940.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -845161.625000 Penalty: 4304.601562
	Iteration 2F: 3 clusters Score -845161.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -845290.250000 Penalty: 4304.601562
	Iteration 3Q: 3 clusters Score -845290.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -845380.750000 Penalty: 4304.601562
	Iteration 4Q: 3 clusters Score -845380.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -845466.875000 Penalty: 4304.601562
	Iteration 5Q: 3 clusters Score -845466.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -845541.687500 Penalty: 4304.601562
	Iteration 6Q: 3 clusters Score -845541.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -845602.437500 Penalty: 4304.601562
	Iteration 7Q: 3 clusters Score -845602.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -845660.937500 Penalty: 4304.601562
	Iteration 8Q: 3 clusters Score -845660.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -845719.937500 Penalty: 4304.601562
	Iteration 9Q: 3 clusters Score -845719.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -845784.625000 Penalty: 4304.601562
	Iteration 10Q: 3 clusters Score -845784.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -845852.937500 Penalty: 4304.601562
	Iteration 11Q: 3 clusters Score -845852.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -845931.250000 Penalty: 4304.601562
	Iteration 12Q: 3 clusters Score -845931.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -846025.812500 Penalty: 4304.601562
	Iteration 13Q: 3 clusters Score -846025.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -846116.125000 Penalty: 4304.601562
	Iteration 14Q: 3 clusters Score -846116.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -846202.062500 Penalty: 4304.601562
	Iteration 15Q: 3 clusters Score -846202.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -846297.812500 Penalty: 4304.601562
	Iteration 16Q: 3 clusters Score -846297.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -846391.125000 Penalty: 4304.601562
	Iteration 17Q: 3 clusters Score -846391.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -846477.125000 Penalty: 4304.601562
	Iteration 18Q: 3 clusters Score -846477.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -846567.437500 Penalty: 4304.601562
	Iteration 19Q: 3 clusters Score -846567.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -846629.125000 Penalty: 4304.601562
	Iteration 20F: 3 clusters Score -846629.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -846684.312500 Penalty: 4304.601562
	Iteration 21Q: 3 clusters Score -846684.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -846733.875000 Penalty: 4304.601562
	Iteration 22Q: 3 clusters Score -846733.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -846771.500000 Penalty: 4304.601562
	Iteration 23Q: 3 clusters Score -846771.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -846799.062500 Penalty: 4304.601562
	Iteration 24Q: 3 clusters Score -846799.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -846821.687500 Penalty: 4304.601562
	Iteration 25Q: 3 clusters Score -846821.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -846845.375000 Penalty: 4304.601562
	Iteration 26Q: 3 clusters Score -846845.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -846874.187500 Penalty: 4304.601562
	Iteration 27Q: 3 clusters Score -846874.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -846897.437500 Penalty: 4304.601562
	Iteration 28Q: 3 clusters Score -846897.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -846909.500000 Penalty: 4304.601562
	Iteration 29Q: 3 clusters Score -846909.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -846928.500000 Penalty: 4304.601562
	Iteration 30Q: 3 clusters Score -846928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -846944.500000 Penalty: 4304.601562
	Iteration 31Q: 3 clusters Score -846944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -846953.000000 Penalty: 4304.601562
	Iteration 32Q: 3 clusters Score -846953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -846957.500000 Penalty: 4304.601562
	Iteration 33Q: 3 clusters Score -846957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -846958.625000 Penalty: 4304.601562
	Iteration 34Q: 3 clusters Score -846958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -846961.187500 Penalty: 4304.601562
	Iteration 35Q: 3 clusters Score -846961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -846961.500000 Penalty: 4304.601562
	Iteration 36Q: 3 clusters Score -846961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -846961.937500 Penalty: 4304.601562
	Iteration 37Q: 3 clusters Score -846961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -846964.500000 Penalty: 4304.601562
	Iteration 38Q: 3 clusters Score -846964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -846964.500000 Penalty: 4304.601562
	Iteration 39F: 3 clusters Score -846964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Entering Unmasked Estep 
Score: -5111633.500000 Penalty: 2603.490723
	Iteration 0F: 2 clusters Score -5111634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5087178.500000 Penalty: 5206.981445
	Iteration 0F: 3 clusters Score -5087178 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5096196.500000 Penalty: 5206.981445
	Iteration 1F: 3 clusters Score -5096196 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5096998.000000 Penalty: 5206.981445
	Iteration 2F: 3 clusters Score -5096998 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5098093.000000 Penalty: 5206.981445
	Iteration 3F: 3 clusters Score -5098093 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -5099430.000000 Penalty: 5206.981445
	Iteration 4F: 3 clusters Score -5099430 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5100969.000000 Penalty: 5206.981445
	Iteration 5F: 3 clusters Score -5100969 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5102416.500000 Penalty: 5206.981445
	Iteration 6F: 3 clusters Score -5102416 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -5103552.000000 Penalty: 5206.981445
	Iteration 7F: 3 clusters Score -5103552 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -5104331.500000 Penalty: 5206.981445
	Iteration 8Q: 3 clusters Score -5104332 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5104917.500000 Penalty: 5206.981445
	Iteration 9Q: 3 clusters Score -5104918 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5105321.000000 Penalty: 5206.981445
	Iteration 10Q: 3 clusters Score -5105321 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -5105715.500000 Penalty: 5206.981445
	Iteration 11Q: 3 clusters Score -5105716 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5106042.000000 Penalty: 5206.981445
	Iteration 12Q: 3 clusters Score -5106042 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5106388.000000 Penalty: 5206.981445
	Iteration 13Q: 3 clusters Score -5106388 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5106756.500000 Penalty: 5206.981445
	Iteration 14Q: 3 clusters Score -5106756 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5107104.500000 Penalty: 5206.981445
	Iteration 15Q: 3 clusters Score -5107104 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5107436.500000 Penalty: 5206.981445
	Iteration 16Q: 3 clusters Score -5107436 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5107772.500000 Penalty: 5206.981445
	Iteration 17Q: 3 clusters Score -5107772 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5108110.000000 Penalty: 5206.981445
	Iteration 18Q: 3 clusters Score -5108110 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5108358.500000 Penalty: 5206.981445
	Iteration 19Q: 3 clusters Score -5108358 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5108623.000000 Penalty: 5206.981445
	Iteration 20F: 3 clusters Score -5108623 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5108791.500000 Penalty: 5206.981445
	Iteration 21Q: 3 clusters Score -5108792 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5108927.500000 Penalty: 5206.981445
	Iteration 22Q: 3 clusters Score -5108928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5109031.000000 Penalty: 5206.981445
	Iteration 23Q: 3 clusters Score -5109031 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5109126.500000 Penalty: 5206.981445
	Iteration 24Q: 3 clusters Score -5109126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5109195.000000 Penalty: 5206.981445
	Iteration 25Q: 3 clusters Score -5109195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5109255.000000 Penalty: 5206.981445
	Iteration 26Q: 3 clusters Score -5109255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5109301.000000 Penalty: 5206.981445
	Iteration 27Q: 3 clusters Score -5109301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5109336.000000 Penalty: 5206.981445
	Iteration 28Q: 3 clusters Score -5109336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5109347.500000 Penalty: 5206.981445
	Iteration 29Q: 3 clusters Score -5109348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5109373.000000 Penalty: 5206.981445
	Iteration 30Q: 3 clusters Score -5109373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5109390.000000 Penalty: 5206.981445
	Iteration 31Q: 3 clusters Score -5109390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5109410.500000 Penalty: 5206.981445
	Iteration 32Q: 3 clusters Score -5109410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5109416.500000 Penalty: 5206.981445
	Iteration 33Q: 3 clusters Score -5109416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5109416.500000 Penalty: 5206.981445
	Iteration 34Q: 3 clusters Score -5109416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5109429.500000 Penalty: 5206.981445
	Iteration 35Q: 3 clusters Score -5109430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5109433.000000 Penalty: 5206.981445
	Iteration 36Q: 3 clusters Score -5109433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5109429.500000 Penalty: 5206.981445
	Iteration 37Q: 3 clusters Score -5109430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5109429.500000 Penalty: 5206.981445
	Iteration 38F: 3 clusters Score -5109430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -29044.164062 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -29044.16 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 146 members 
Entering Unmasked Estep 
Score: -27810.181641 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27810.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27991.498047 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -27991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28058.953125 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -28058.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28127.796875 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -28127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28168.531250 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -28168.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28176.601562 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -28176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28176.601562 Penalty: 2756.186768
	Iteration 6F: 3 clusters Score -28176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -86946.484375 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -86946.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85264.046875 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -85264.05 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85525.382812 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -85525.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85697.257812 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -85697.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85822.226562 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -85822.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85890.875000 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -85890.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85945.117188 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -85945.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85982.234375 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -85982.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86019.726562 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -86019.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86036.179688 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -86036.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86045.109375 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -86045.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86046.851562 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -86046.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86046.851562 Penalty: 3232.764893
	Iteration 11F: 3 clusters Score -86046.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (59711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Entering Unmasked Estep 
Score: -8847473.000000 Penalty: 2727.323242
	Iteration 0F: 2 clusters Score -8847473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -8807146.000000 Penalty: 5454.646484
	Iteration 0F: 3 clusters Score -8807146 nChanged 27594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -8822782.000000 Penalty: 5454.646484
	Iteration 1F: 3 clusters Score -8822782 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -8823338.000000 Penalty: 5454.646484
	Iteration 2Q: 3 clusters Score -8823338 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -8823858.000000 Penalty: 5454.646484
	Iteration 3Q: 3 clusters Score -8823858 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -8824377.000000 Penalty: 5454.646484
	Iteration 4Q: 3 clusters Score -8824377 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8825024.000000 Penalty: 5454.646484
	Iteration 5Q: 3 clusters Score -8825024 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -8825732.000000 Penalty: 5454.646484
	Iteration 6Q: 3 clusters Score -8825732 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8826570.000000 Penalty: 5454.646484
	Iteration 7Q: 3 clusters Score -8826570 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8827583.000000 Penalty: 5454.646484
	Iteration 8Q: 3 clusters Score -8827583 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8829084.000000 Penalty: 5454.646484
	Iteration 9Q: 3 clusters Score -8829084 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -8830914.000000 Penalty: 5454.646484
	Iteration 10F: 3 clusters Score -8830914 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -8833247.000000 Penalty: 5454.646484
	Iteration 11F: 3 clusters Score -8833247 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -8835993.000000 Penalty: 5454.646484
	Iteration 12F: 3 clusters Score -8835993 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -8838545.000000 Penalty: 5454.646484
	Iteration 13Q: 3 clusters Score -8838545 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -8840139.000000 Penalty: 5454.646484
	Iteration 14Q: 3 clusters Score -8840139 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -8841059.000000 Penalty: 5454.646484
	Iteration 15Q: 3 clusters Score -8841059 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -8841683.000000 Penalty: 5454.646484
	Iteration 16Q: 3 clusters Score -8841683 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8842186.000000 Penalty: 5454.646484
	Iteration 17Q: 3 clusters Score -8842186 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8842664.000000 Penalty: 5454.646484
	Iteration 18Q: 3 clusters Score -8842664 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -8843037.000000 Penalty: 5454.646484
	Iteration 19Q: 3 clusters Score -8843037 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8843412.000000 Penalty: 5454.646484
	Iteration 20F: 3 clusters Score -8843412 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8843671.000000 Penalty: 5454.646484
	Iteration 21Q: 3 clusters Score -8843671 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8843899.000000 Penalty: 5454.646484
	Iteration 22Q: 3 clusters Score -8843899 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8844077.000000 Penalty: 5454.646484
	Iteration 23Q: 3 clusters Score -8844077 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8844221.000000 Penalty: 5454.646484
	Iteration 24Q: 3 clusters Score -8844221 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8844365.000000 Penalty: 5454.646484
	Iteration 25Q: 3 clusters Score -8844365 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8844421.000000 Penalty: 5454.646484
	Iteration 26Q: 3 clusters Score -8844421 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8844496.000000 Penalty: 5454.646484
	Iteration 27Q: 3 clusters Score -8844496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8844564.000000 Penalty: 5454.646484
	Iteration 28Q: 3 clusters Score -8844564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8844642.000000 Penalty: 5454.646484
	Iteration 29Q: 3 clusters Score -8844642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8844700.000000 Penalty: 5454.646484
	Iteration 30Q: 3 clusters Score -8844700 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8844750.000000 Penalty: 5454.646484
	Iteration 31Q: 3 clusters Score -8844750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8844803.000000 Penalty: 5454.646484
	Iteration 32Q: 3 clusters Score -8844803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8844836.000000 Penalty: 5454.646484
	Iteration 33Q: 3 clusters Score -8844836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8844856.000000 Penalty: 5454.646484
	Iteration 34Q: 3 clusters Score -8844856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8844872.000000 Penalty: 5454.646484
	Iteration 35Q: 3 clusters Score -8844872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8844895.000000 Penalty: 5454.646484
	Iteration 36Q: 3 clusters Score -8844895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8844946.000000 Penalty: 5454.646484
	Iteration 37Q: 3 clusters Score -8844946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8844945.000000 Penalty: 5454.646484
	Iteration 38Q: 3 clusters Score -8844945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8844967.000000 Penalty: 5454.646484
	Iteration 39Q: 3 clusters Score -8844967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8844969.000000 Penalty: 5454.646484
	Iteration 40F: 3 clusters Score -8844969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8844976.000000 Penalty: 5454.646484
	Iteration 41Q: 3 clusters Score -8844976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8844987.000000 Penalty: 5454.646484
	Iteration 42Q: 3 clusters Score -8844987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8845015.000000 Penalty: 5454.646484
	Iteration 43Q: 3 clusters Score -8845015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8844999.000000 Penalty: 5454.646484
	Iteration 44Q: 3 clusters Score -8844999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8845019.000000 Penalty: 5454.646484
	Iteration 45Q: 3 clusters Score -8845019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8845025.000000 Penalty: 5454.646484
	Iteration 46Q: 3 clusters Score -8845025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8845025.000000 Penalty: 5454.646484
	Iteration 47Q: 3 clusters Score -8845025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8845024.000000 Penalty: 5454.646484
	Iteration 48Q: 3 clusters Score -8845024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8845021.000000 Penalty: 5454.646484
	Iteration 49Q: 3 clusters Score -8845021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8845044.000000 Penalty: 5454.646484
	Iteration 50Q: 3 clusters Score -8845044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8845045.000000 Penalty: 5454.646484
	Iteration 51Q: 3 clusters Score -8845045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8845054.000000 Penalty: 5454.646484
	Iteration 52Q: 3 clusters Score -8845054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8845058.000000 Penalty: 5454.646484
	Iteration 53Q: 3 clusters Score -8845058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8845064.000000 Penalty: 5454.646484
	Iteration 54Q: 3 clusters Score -8845064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8845071.000000 Penalty: 5454.646484
	Iteration 55Q: 3 clusters Score -8845071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8845071.000000 Penalty: 5454.646484
	Iteration 56Q: 3 clusters Score -8845071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8845086.000000 Penalty: 5454.646484
	Iteration 57Q: 3 clusters Score -8845086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8845087.000000 Penalty: 5454.646484
	Iteration 58Q: 3 clusters Score -8845087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8845085.000000 Penalty: 5454.646484
	Iteration 59Q: 3 clusters Score -8845085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8845088.000000 Penalty: 5454.646484
	Iteration 60F: 3 clusters Score -8845088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8845093.000000 Penalty: 5454.646484
	Iteration 61Q: 3 clusters Score -8845093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8845104.000000 Penalty: 5454.646484
	Iteration 62Q: 3 clusters Score -8845104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8845111.000000 Penalty: 5454.646484
	Iteration 63Q: 3 clusters Score -8845111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8845110.000000 Penalty: 5454.646484
	Iteration 64Q: 3 clusters Score -8845110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8845110.000000 Penalty: 5454.646484
	Iteration 65Q: 3 clusters Score -8845110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8845105.000000 Penalty: 5454.646484
	Iteration 66Q: 3 clusters Score -8845105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8845108.000000 Penalty: 5454.646484
	Iteration 67Q: 3 clusters Score -8845108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8845108.000000 Penalty: 5454.646484
	Iteration 68Q: 3 clusters Score -8845108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8845108.000000 Penalty: 5454.646484
	Iteration 69Q: 3 clusters Score -8845108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8845108.000000 Penalty: 5454.646484
	Iteration 70F: 3 clusters Score -8845108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200624 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 44548 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 239Q: 30 clusters Score -1.289473e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37018 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 19942 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19298 members 
Mstep: Class 12 contains 43622 members 
Mstep: Class 13 contains 32730 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20297 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 158160 members 
Mstep: Class 19 contains 21131 members 
Mstep: Class 20 contains 44542 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 43248 members 
Mstep: Class 23 contains 15811 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36241 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947392.000000 Penalty: 98646.656250
Iteration 240F: 30 clusters Score -1.289474e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37019 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 43620 members 
Mstep: Class 13 contains 32731 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200613 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158165 members 
Mstep: Class 19 contains 21128 members 
Mstep: Class 20 contains 44538 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43250 members 
Mstep: Class 23 contains 15815 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36240 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947368.000000 Penalty: 98646.656250
Iteration 241Q: 30 clusters Score -1.289474e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37023 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8591 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 43621 members 
Mstep: Class 13 contains 32734 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20294 members 
Mstep: Class 16 contains 200608 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158168 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 44535 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 15818 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 242Q: 30 clusters Score -1.289473e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37026 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19307 members 
Mstep: Class 12 contains 43620 members 
Mstep: Class 13 contains 32733 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 200613 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158167 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 44529 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 15822 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947248.000000 Penalty: 98646.656250
Iteration 243Q: 30 clusters Score -1.289472e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37028 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 43620 members 
Mstep: Class 13 contains 32733 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20292 members 
Mstep: Class 16 contains 200609 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158167 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 44526 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 15826 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947240.000000 Penalty: 98646.656250
Iteration 244Q: 30 clusters Score -1.289472e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37030 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19945 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 43619 members 
Mstep: Class 13 contains 32734 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20295 members 
Mstep: Class 16 contains 200604 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158168 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 44520 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43252 members 
Mstep: Class 23 contains 15828 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 245Q: 30 clusters Score -1.289472e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37030 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19945 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20301 members 
Mstep: Class 16 contains 200607 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158163 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 44515 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43254 members 
Mstep: Class 23 contains 15830 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947208.000000 Penalty: 98646.656250
Iteration 246Q: 30 clusters Score -1.289472e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37032 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32738 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20303 members 
Mstep: Class 16 contains 200604 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158162 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44509 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43256 members 
Mstep: Class 23 contains 15834 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947288.000000 Penalty: 98646.656250
Iteration 247Q: 30 clusters Score -1.289473e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37033 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20305 members 
Mstep: Class 16 contains 200605 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158162 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44506 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 15836 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36239 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947240.000000 Penalty: 98646.656250
Iteration 248Q: 30 clusters Score -1.289472e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37036 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 43616 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 200607 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158161 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44504 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43261 members 
Mstep: Class 23 contains 15836 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36239 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947192.000000 Penalty: 98646.656250
Iteration 249Q: 30 clusters Score -1.289472e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37038 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20308 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158157 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44503 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15836 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36239 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947288.000000 Penalty: 98646.656250
Iteration 250Q: 30 clusters Score -1.289473e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37042 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20308 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44502 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 15836 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36239 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947312.000000 Penalty: 98646.656250
Iteration 251Q: 30 clusters Score -1.289473e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20309 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158154 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43257 members 
Mstep: Class 23 contains 15837 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36239 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947312.000000 Penalty: 98646.656250
Iteration 252Q: 30 clusters Score -1.289473e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 200608 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158156 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 15838 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 253Q: 30 clusters Score -1.289473e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200605 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158158 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15838 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947264.000000 Penalty: 98646.656250
Iteration 254Q: 30 clusters Score -1.289473e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200606 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158157 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15838 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947304.000000 Penalty: 98646.656250
Iteration 255Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 200604 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158157 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44503 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947312.000000 Penalty: 98646.656250
Iteration 256Q: 30 clusters Score -1.289473e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200602 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44503 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947336.000000 Penalty: 98646.656250
Iteration 257Q: 30 clusters Score -1.289473e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20315 members 
Mstep: Class 16 contains 200603 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158155 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43259 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947352.000000 Penalty: 98646.656250
Iteration 258Q: 30 clusters Score -1.289474e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200603 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158153 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43260 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947336.000000 Penalty: 98646.656250
Iteration 259Q: 30 clusters Score -1.289473e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200604 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158149 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43262 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947312.000000 Penalty: 98646.656250
Iteration 260F: 30 clusters Score -1.289473e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200606 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158145 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43263 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947256.000000 Penalty: 98646.656250
Iteration 261Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43618 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200605 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158147 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44500 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43263 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947320.000000 Penalty: 98646.656250
Iteration 262Q: 30 clusters Score -1.289473e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37043 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20317 members 
Mstep: Class 16 contains 200607 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158146 members 
Mstep: Class 19 contains 21117 members 
Mstep: Class 20 contains 44499 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43264 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947344.000000 Penalty: 98646.656250
Iteration 263Q: 30 clusters Score -1.289473e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37044 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200609 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158145 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 44497 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43266 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947368.000000 Penalty: 98646.656250
Iteration 264Q: 30 clusters Score -1.289474e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37045 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20319 members 
Mstep: Class 16 contains 200609 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158144 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 44494 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43267 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947280.000000 Penalty: 98646.656250
Iteration 265Q: 30 clusters Score -1.289473e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37045 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20320 members 
Mstep: Class 16 contains 200609 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158146 members 
Mstep: Class 19 contains 21110 members 
Mstep: Class 20 contains 44491 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43267 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947320.000000 Penalty: 98646.656250
Iteration 266Q: 30 clusters Score -1.289473e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37045 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200612 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158140 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44490 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 43268 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947288.000000 Penalty: 98646.656250
Iteration 267Q: 30 clusters Score -1.289473e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37045 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20323 members 
Mstep: Class 16 contains 200616 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44487 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 43268 members 
Mstep: Class 23 contains 15839 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947288.000000 Penalty: 98646.656250
Iteration 268Q: 30 clusters Score -1.289473e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20321 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158137 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44484 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 43268 members 
Mstep: Class 23 contains 15841 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36238 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 269Q: 30 clusters Score -1.289473e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20320 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44485 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 43269 members 
Mstep: Class 23 contains 15843 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947264.000000 Penalty: 98646.656250
Iteration 270Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19316 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20317 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44485 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 43269 members 
Mstep: Class 23 contains 15845 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 271Q: 30 clusters Score -1.289473e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19318 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20314 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44487 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43269 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947280.000000 Penalty: 98646.656250
Iteration 272Q: 30 clusters Score -1.289473e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44488 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43270 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 273Q: 30 clusters Score -1.289473e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43617 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200614 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158134 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44488 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43271 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947248.000000 Penalty: 98646.656250
Iteration 274Q: 30 clusters Score -1.289472e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43616 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158135 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44487 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947296.000000 Penalty: 98646.656250
Iteration 275Q: 30 clusters Score -1.289473e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20314 members 
Mstep: Class 16 contains 200610 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158136 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44486 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947304.000000 Penalty: 98646.656250
Iteration 276Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20314 members 
Mstep: Class 16 contains 200611 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158135 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44486 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947280.000000 Penalty: 98646.656250
Iteration 277Q: 30 clusters Score -1.289473e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20315 members 
Mstep: Class 16 contains 200614 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158136 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44485 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15847 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947304.000000 Penalty: 98646.656250
Iteration 278Q: 30 clusters Score -1.289473e+08 nChanged 8
Entering ConstructFrom: 
Score: -128947304.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (98811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Entering Unmasked Estep 
Score: -14553502.000000 Penalty: 2852.239014
	Iteration 0F: 2 clusters Score -1.45535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -14487239.000000 Penalty: 5704.478027
	Iteration 0F: 3 clusters Score -1.448724e+07 nChanged 46789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -14514349.000000 Penalty: 5704.478027
	Iteration 1F: 3 clusters Score -1.451435e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -14515246.000000 Penalty: 5704.478027
	Iteration 2Q: 3 clusters Score -1.451525e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -14516144.000000 Penalty: 5704.478027
	Iteration 3Q: 3 clusters Score -1.451614e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -14517161.000000 Penalty: 5704.478027
	Iteration 4Q: 3 clusters Score -1.451716e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -14518493.000000 Penalty: 5704.478027
	Iteration 5Q: 3 clusters Score -1.451849e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -14520032.000000 Penalty: 5704.478027
	Iteration 6Q: 3 clusters Score -1.452003e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -14522351.000000 Penalty: 5704.478027
	Iteration 7Q: 3 clusters Score -1.452235e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -14525364.000000 Penalty: 5704.478027
	Iteration 8F: 3 clusters Score -1.452536e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -14529771.000000 Penalty: 5704.478027
	Iteration 9F: 3 clusters Score -1.452977e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -14534266.000000 Penalty: 5704.478027
	Iteration 10F: 3 clusters Score -1.453427e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -14537354.000000 Penalty: 5704.478027
	Iteration 11F: 3 clusters Score -1.453735e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -14538846.000000 Penalty: 5704.478027
	Iteration 12Q: 3 clusters Score -1.453885e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -14539570.000000 Penalty: 5704.478027
	Iteration 13Q: 3 clusters Score -1.453957e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -14540202.000000 Penalty: 5704.478027
	Iteration 14Q: 3 clusters Score -1.45402e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -14540824.000000 Penalty: 5704.478027
	Iteration 15Q: 3 clusters Score -1.454082e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -14541396.000000 Penalty: 5704.478027
	Iteration 16Q: 3 clusters Score -1.45414e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -14541839.000000 Penalty: 5704.478027
	Iteration 17Q: 3 clusters Score -1.454184e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -14542454.000000 Penalty: 5704.478027
	Iteration 18Q: 3 clusters Score -1.454245e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -14542950.000000 Penalty: 5704.478027
	Iteration 19Q: 3 clusters Score -1.454295e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -14543423.000000 Penalty: 5704.478027
	Iteration 20F: 3 clusters Score -1.454342e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -14543989.000000 Penalty: 5704.478027
	Iteration 21Q: 3 clusters Score -1.454399e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -14544492.000000 Penalty: 5704.478027
	Iteration 22Q: 3 clusters Score -1.454449e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -14544971.000000 Penalty: 5704.478027
	Iteration 23Q: 3 clusters Score -1.454497e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -14545348.000000 Penalty: 5704.478027
	Iteration 24Q: 3 clusters Score -1.454535e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -14545809.000000 Penalty: 5704.478027
	Iteration 25Q: 3 clusters Score -1.454581e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -14546205.000000 Penalty: 5704.478027
	Iteration 26Q: 3 clusters Score -1.45462e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -14546528.000000 Penalty: 5704.478027
	Iteration 27Q: 3 clusters Score -1.454653e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -14546862.000000 Penalty: 5704.478027
	Iteration 28Q: 3 clusters Score -1.454686e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -14547140.000000 Penalty: 5704.478027
	Iteration 29Q: 3 clusters Score -1.454714e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -14547428.000000 Penalty: 5704.478027
	Iteration 30Q: 3 clusters Score -1.454743e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -14547710.000000 Penalty: 5704.478027
	Iteration 31Q: 3 clusters Score -1.454771e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -14548000.000000 Penalty: 5704.478027
	Iteration 32Q: 3 clusters Score -1.4548e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -14548328.000000 Penalty: 5704.478027
	Iteration 33Q: 3 clusters Score -1.454833e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -14548578.000000 Penalty: 5704.478027
	Iteration 34Q: 3 clusters Score -1.454858e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -14548895.000000 Penalty: 5704.478027
	Iteration 35Q: 3 clusters Score -1.45489e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -14549159.000000 Penalty: 5704.478027
	Iteration 36Q: 3 clusters Score -1.454916e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -14549417.000000 Penalty: 5704.478027
	Iteration 37Q: 3 clusters Score -1.454942e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -14549587.000000 Penalty: 5704.478027
	Iteration 38Q: 3 clusters Score -1.454959e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -14549788.000000 Penalty: 5704.478027
	Iteration 39Q: 3 clusters Score -1.454979e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -14549948.000000 Penalty: 5704.478027
	Iteration 40F: 3 clusters Score -1.454995e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -14550205.000000 Penalty: 5704.478027
	Iteration 41Q: 3 clusters Score -1.45502e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -14550434.000000 Penalty: 5704.478027
	Iteration 42Q: 3 clusters Score -1.455043e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -14550610.000000 Penalty: 5704.478027
	Iteration 43Q: 3 clusters Score -1.455061e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -14550747.000000 Penalty: 5704.478027
	Iteration 44Q: 3 clusters Score -1.455075e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -14550810.000000 Penalty: 5704.478027
	Iteration 45Q: 3 clusters Score -1.455081e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -14550962.000000 Penalty: 5704.478027
	Iteration 46Q: 3 clusters Score -1.455096e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -14551091.000000 Penalty: 5704.478027
	Iteration 47Q: 3 clusters Score -1.455109e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -14551173.000000 Penalty: 5704.478027
	Iteration 48Q: 3 clusters Score -1.455117e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -14551235.000000 Penalty: 5704.478027
	Iteration 49Q: 3 clusters Score -1.455124e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -14551282.000000 Penalty: 5704.478027
	Iteration 50Q: 3 clusters Score -1.455128e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -14551326.000000 Penalty: 5704.478027
	Iteration 51Q: 3 clusters Score -1.455133e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -14551423.000000 Penalty: 5704.478027
	Iteration 52Q: 3 clusters Score -1.455142e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -14551453.000000 Penalty: 5704.478027
	Iteration 53Q: 3 clusters Score -1.455145e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -14551479.000000 Penalty: 5704.478027
	Iteration 54Q: 3 clusters Score -1.455148e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -14551548.000000 Penalty: 5704.478027
	Iteration 55Q: 3 clusters Score -1.455155e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -14551570.000000 Penalty: 5704.478027
	Iteration 56Q: 3 clusters Score -1.455157e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -14551587.000000 Penalty: 5704.478027
	Iteration 57Q: 3 clusters Score -1.455159e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -14551585.000000 Penalty: 5704.478027
	Iteration 58Q: 3 clusters Score -1.455158e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -14551623.000000 Penalty: 5704.478027
	Iteration 59Q: 3 clusters Score -1.455162e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -14551653.000000 Penalty: 5704.478027
	Iteration 60F: 3 clusters Score -1.455165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -14551646.000000 Penalty: 5704.478027
	Iteration 61Q: 3 clusters Score -1.455165e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -14551682.000000 Penalty: 5704.478027
	Iteration 62Q: 3 clusters Score -1.455168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -14551711.000000 Penalty: 5704.478027
	Iteration 63Q: 3 clusters Score -1.455171e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -14551722.000000 Penalty: 5704.478027
	Iteration 64Q: 3 clusters Score -1.455172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -14551740.000000 Penalty: 5704.478027
	Iteration 65Q: 3 clusters Score -1.455174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -14551765.000000 Penalty: 5704.478027
	Iteration 66Q: 3 clusters Score -1.455176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -14551789.000000 Penalty: 5704.478027
	Iteration 67Q: 3 clusters Score -1.455179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -14551792.000000 Penalty: 5704.478027
	Iteration 68Q: 3 clusters Score -1.455179e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -14551797.000000 Penalty: 5704.478027
	Iteration 69Q: 3 clusters Score -1.45518e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -14551806.000000 Penalty: 5704.478027
	Iteration 70Q: 3 clusters Score -1.455181e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -14551808.000000 Penalty: 5704.478027
	Iteration 71Q: 3 clusters Score -1.455181e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -14551805.000000 Penalty: 5704.478027
	Iteration 72Q: 3 clusters Score -1.45518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -14551814.000000 Penalty: 5704.478027
	Iteration 73Q: 3 clusters Score -1.455181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -14551833.000000 Penalty: 5704.478027
	Iteration 74Q: 3 clusters Score -1.455183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -14551844.000000 Penalty: 5704.478027
	Iteration 75Q: 3 clusters Score -1.455184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -14551850.000000 Penalty: 5704.478027
	Iteration 76Q: 3 clusters Score -1.455185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -14551850.000000 Penalty: 5704.478027
	Iteration 77Q: 3 clusters Score -1.455185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -14551857.000000 Penalty: 5704.478027
	Iteration 78Q: 3 clusters Score -1.455186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -14551856.000000 Penalty: 5704.478027
	Iteration 79Q: 3 clusters Score -1.455186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -14551867.000000 Penalty: 5704.478027
	Iteration 80F: 3 clusters Score -1.455187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -14551874.000000 Penalty: 5704.478027
	Iteration 81Q: 3 clusters Score -1.455187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -14551879.000000 Penalty: 5704.478027
	Iteration 82Q: 3 clusters Score -1.455188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -14551879.000000 Penalty: 5704.478027
	Iteration 83Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -14551882.000000 Penalty: 5704.478027
	Iteration 84Q: 3 clusters Score -1.455188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -14551877.000000 Penalty: 5704.478027
	Iteration 85Q: 3 clusters Score -1.455188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -14551881.000000 Penalty: 5704.478027
	Iteration 86Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -14551881.000000 Penalty: 5704.478027
	Iteration 87Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -14551875.000000 Penalty: 5704.478027
	Iteration 88Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -14551882.000000 Penalty: 5704.478027
	Iteration 89Q: 3 clusters Score -1.455188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -14551880.000000 Penalty: 5704.478027
	Iteration 90Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -14551890.000000 Penalty: 5704.478027
	Iteration 91Q: 3 clusters Score -1.455189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -14551885.000000 Penalty: 5704.478027
	Iteration 92Q: 3 clusters Score -1.455188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -14551887.000000 Penalty: 5704.478027
	Iteration 93Q: 3 clusters Score -1.455189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -14551882.000000 Penalty: 5704.478027
	Iteration 94Q: 3 clusters Score -1.455188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -14551886.000000 Penalty: 5704.478027
	Iteration 95Q: 3 clusters Score -1.455189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -14551888.000000 Penalty: 5704.478027
	Iteration 96Q: 3 clusters Score -1.455189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -14551888.000000 Penalty: 5704.478027
	Iteration 97Q: 3 clusters Score -1.455189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -14551890.000000 Penalty: 5704.478027
	Iteration 98Q: 3 clusters Score -1.455189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -14551890.000000 Penalty: 5704.478027
	Iteration 99F: 3 clusters Score -1.455189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -106954.367188 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -106954.4 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 437 members 
Entering Unmasked Estep 
Score: -105207.375000 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -105207.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105827.203125 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -105827.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106221.875000 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -106221.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106570.250000 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -106570.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107038.007812 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -107038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107627.671875 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -107627.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107717.656250 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -107717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -107740.367188 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -107740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107754.976562 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -107755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -107773.367188 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -107773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107792.757812 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -107792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107809.492188 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -107809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107819.375000 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -107819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107824.843750 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -107824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107827.476562 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -107827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107832.351562 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -107832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107836.804688 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -107836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107837.273438 Penalty: 3355.459229
	Iteration 17F: 3 clusters Score -107837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -107840.968750 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -107841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -107847.992188 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -107848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107860.523438 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -107860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107863.351562 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -107863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -107865.445312 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -107865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107867.140625 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -107867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107870.804688 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -107870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107876.289062 Penalty: 3355.459229
	Iteration 25Q: 3 clusters Score -107876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107883.835938 Penalty: 3355.459229
	Iteration 26Q: 3 clusters Score -107883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107903.046875 Penalty: 3355.459229
	Iteration 27Q: 3 clusters Score -107903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107923.828125 Penalty: 3355.459229
	Iteration 28Q: 3 clusters Score -107923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107963.148438 Penalty: 3355.459229
	Iteration 29Q: 3 clusters Score -107963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108010.085938 Penalty: 3355.459229
	Iteration 30Q: 3 clusters Score -108010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108057.570312 Penalty: 3355.459229
	Iteration 31Q: 3 clusters Score -108057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108113.664062 Penalty: 3355.459229
	Iteration 32Q: 3 clusters Score -108113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -108170.195312 Penalty: 3355.459229
	Iteration 33Q: 3 clusters Score -108170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108190.710938 Penalty: 3355.459229
	Iteration 34Q: 3 clusters Score -108190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -108224.031250 Penalty: 3355.459229
	Iteration 35Q: 3 clusters Score -108224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108299.875000 Penalty: 3355.459229
	Iteration 36Q: 3 clusters Score -108299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108311.742188 Penalty: 3355.459229
	Iteration 37Q: 3 clusters Score -108311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108311.976562 Penalty: 3355.459229
	Iteration 38F: 3 clusters Score -108312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108320.328125 Penalty: 3355.459229
	Iteration 39Q: 3 clusters Score -108320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108328.664062 Penalty: 3355.459229
	Iteration 40F: 3 clusters Score -108328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Mstep: Class 30 contains 334 members 
Entering Unmasked Estep 
Score: -128947032.000000 Penalty: 102048.265625
Splitting cluster 2 changes total score from -128947304.000000 to -128947032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (37047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Entering Unmasked Estep 
Score: -5153520.000000 Penalty: 2608.945801
	Iteration 0F: 2 clusters Score -5153520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5128242.000000 Penalty: 5217.891602
	Iteration 0F: 3 clusters Score -5128242 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5137518.000000 Penalty: 5217.891602
	Iteration 1F: 3 clusters Score -5137518 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -5138076.000000 Penalty: 5217.891602
	Iteration 2Q: 3 clusters Score -5138076 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5138577.000000 Penalty: 5217.891602
	Iteration 3Q: 3 clusters Score -5138577 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5139148.500000 Penalty: 5217.891602
	Iteration 4Q: 3 clusters Score -5139148 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5139758.500000 Penalty: 5217.891602
	Iteration 5Q: 3 clusters Score -5139758 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5140427.000000 Penalty: 5217.891602
	Iteration 6Q: 3 clusters Score -5140427 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -5141116.500000 Penalty: 5217.891602
	Iteration 7Q: 3 clusters Score -5141116 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5141849.500000 Penalty: 5217.891602
	Iteration 8Q: 3 clusters Score -5141850 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5142660.500000 Penalty: 5217.891602
	Iteration 9Q: 3 clusters Score -5142660 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -5143505.000000 Penalty: 5217.891602
	Iteration 10Q: 3 clusters Score -5143505 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5144637.500000 Penalty: 5217.891602
	Iteration 11F: 3 clusters Score -5144638 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5145871.000000 Penalty: 5217.891602
	Iteration 12F: 3 clusters Score -5145871 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5147129.000000 Penalty: 5217.891602
	Iteration 13Q: 3 clusters Score -5147129 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5148370.000000 Penalty: 5217.891602
	Iteration 14Q: 3 clusters Score -5148370 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5149385.500000 Penalty: 5217.891602
	Iteration 15Q: 3 clusters Score -5149386 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5150171.500000 Penalty: 5217.891602
	Iteration 16Q: 3 clusters Score -5150172 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5150652.500000 Penalty: 5217.891602
	Iteration 17Q: 3 clusters Score -5150652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5150936.000000 Penalty: 5217.891602
	Iteration 18Q: 3 clusters Score -5150936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5151117.000000 Penalty: 5217.891602
	Iteration 19Q: 3 clusters Score -5151117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5151225.000000 Penalty: 5217.891602
	Iteration 20F: 3 clusters Score -5151225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5151285.500000 Penalty: 5217.891602
	Iteration 21Q: 3 clusters Score -5151286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5151312.000000 Penalty: 5217.891602
	Iteration 22Q: 3 clusters Score -5151312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5151333.500000 Penalty: 5217.891602
	Iteration 23Q: 3 clusters Score -5151334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5151348.500000 Penalty: 5217.891602
	Iteration 24Q: 3 clusters Score -5151348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5151352.500000 Penalty: 5217.891602
	Iteration 25Q: 3 clusters Score -5151352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5151357.000000 Penalty: 5217.891602
	Iteration 26Q: 3 clusters Score -5151357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5151369.500000 Penalty: 5217.891602
	Iteration 27Q: 3 clusters Score -5151370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -5151381.000000 Penalty: 5217.891602
	Iteration 28Q: 3 clusters Score -5151381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5151384.500000 Penalty: 5217.891602
	Iteration 29Q: 3 clusters Score -5151384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5151383.000000 Penalty: 5217.891602
	Iteration 30Q: 3 clusters Score -5151383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5151387.000000 Penalty: 5217.891602
	Iteration 31Q: 3 clusters Score -5151387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5151387.500000 Penalty: 5217.891602
	Iteration 32Q: 3 clusters Score -5151388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5151392.500000 Penalty: 5217.891602
	Iteration 33Q: 3 clusters Score -5151392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5151396.000000 Penalty: 5217.891602
	Iteration 34Q: 3 clusters Score -5151396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5151398.000000 Penalty: 5217.891602
	Iteration 35Q: 3 clusters Score -5151398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5151398.000000 Penalty: 5217.891602
	Iteration 36F: 3 clusters Score -5151398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -223145.421875 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -223145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220854.390625 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -220854.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221215.781250 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -221215.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221303.890625 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -221303.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221356.171875 Penalty: 3645.537354
	Iteration 3Q: 3 clusters Score -221356.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221385.859375 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -221385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221399.218750 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -221399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221408.718750 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -221408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221414.578125 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -221414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221419.390625 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -221419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221424.250000 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -221424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221426.468750 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -221426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221431.562500 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -221431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221437.343750 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -221437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221442.062500 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -221442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221447.437500 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -221447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221449.593750 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -221449.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221454.296875 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -221454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -221466.578125 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -221466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -221476.640625 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -221476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -221482.625000 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -221482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221485.437500 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -221485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221487.687500 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -221487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221489.515625 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -221489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221490.718750 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -221490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221493.031250 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -221493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221494.671875 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -221494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221497.578125 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -221497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221501.890625 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -221501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221505.921875 Penalty: 3645.537354
	Iteration 28Q: 3 clusters Score -221505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221506.343750 Penalty: 3645.537354
	Iteration 29Q: 3 clusters Score -221506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221508.890625 Penalty: 3645.537354
	Iteration 30Q: 3 clusters Score -221508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221511.218750 Penalty: 3645.537354
	Iteration 31Q: 3 clusters Score -221511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221512.531250 Penalty: 3645.537354
	Iteration 32Q: 3 clusters Score -221512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221512.531250 Penalty: 3645.537354
	Iteration 33F: 3 clusters Score -221512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -345146.718750 Penalty: 1955.094604
	Iteration 0F: 2 clusters Score -345146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342158.000000 Penalty: 3910.189209
	Iteration 0F: 3 clusters Score -342158 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -342922.968750 Penalty: 3910.189209
	Iteration 1F: 3 clusters Score -342923 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -343245.812500 Penalty: 3910.189209
	Iteration 2F: 3 clusters Score -343245.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -343580.812500 Penalty: 3910.189209
	Iteration 3F: 3 clusters Score -343580.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -343987.843750 Penalty: 3910.189209
	Iteration 4F: 3 clusters Score -343987.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -344353.937500 Penalty: 3910.189209
	Iteration 5F: 3 clusters Score -344353.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -344638.468750 Penalty: 3910.189209
	Iteration 6F: 3 clusters Score -344638.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -344847.781250 Penalty: 3910.189209
	Iteration 7Q: 3 clusters Score -344847.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -344957.937500 Penalty: 3910.189209
	Iteration 8Q: 3 clusters Score -344957.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -345063.812500 Penalty: 3910.189209
	Iteration 9Q: 3 clusters Score -345063.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345114.937500 Penalty: 3910.189209
	Iteration 10Q: 3 clusters Score -345114.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -345157.406250 Penalty: 3910.189209
	Iteration 11Q: 3 clusters Score -345157.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -345195.875000 Penalty: 3910.189209
	Iteration 12Q: 3 clusters Score -345195.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -345246.250000 Penalty: 3910.189209
	Iteration 13Q: 3 clusters Score -345246.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -345288.468750 Penalty: 3910.189209
	Iteration 14Q: 3 clusters Score -345288.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -345331.062500 Penalty: 3910.189209
	Iteration 15Q: 3 clusters Score -345331.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345349.250000 Penalty: 3910.189209
	Iteration 16Q: 3 clusters Score -345349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -345360.375000 Penalty: 3910.189209
	Iteration 17Q: 3 clusters Score -345360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -345362.437500 Penalty: 3910.189209
	Iteration 18Q: 3 clusters Score -345362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -345364.656250 Penalty: 3910.189209
	Iteration 19Q: 3 clusters Score -345364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -345365.562500 Penalty: 3910.189209
	Iteration 20F: 3 clusters Score -345365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -345365.875000 Penalty: 3910.189209
	Iteration 21Q: 3 clusters Score -345365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -345366.343750 Penalty: 3910.189209
	Iteration 22Q: 3 clusters Score -345366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -345367.218750 Penalty: 3910.189209
	Iteration 23Q: 3 clusters Score -345367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -345367.218750 Penalty: 3910.189209
	Iteration 24F: 3 clusters Score -345367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Mstep: Class 30 contains 1434 members 
Entering Unmasked Estep 
Score: -128946040.000000 Penalty: 102048.265625
Splitting cluster 5 changes total score from -128947304.000000 to -128946040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Entering Unmasked Estep 
Score: -2875484.500000 Penalty: 2455.357178
	Iteration 0F: 2 clusters Score -2875484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2861588.250000 Penalty: 4910.714355
	Iteration 0F: 3 clusters Score -2861588 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2866172.750000 Penalty: 4910.714355
	Iteration 1F: 3 clusters Score -2866173 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2866500.000000 Penalty: 4910.714355
	Iteration 2Q: 3 clusters Score -2866500 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2866757.500000 Penalty: 4910.714355
	Iteration 3Q: 3 clusters Score -2866758 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2866961.750000 Penalty: 4910.714355
	Iteration 4Q: 3 clusters Score -2866962 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2867151.500000 Penalty: 4910.714355
	Iteration 5Q: 3 clusters Score -2867152 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2867310.000000 Penalty: 4910.714355
	Iteration 6Q: 3 clusters Score -2867310 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2867497.750000 Penalty: 4910.714355
	Iteration 7Q: 3 clusters Score -2867498 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2867711.250000 Penalty: 4910.714355
	Iteration 8Q: 3 clusters Score -2867711 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2867924.750000 Penalty: 4910.714355
	Iteration 9Q: 3 clusters Score -2867925 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2868199.500000 Penalty: 4910.714355
	Iteration 10Q: 3 clusters Score -2868200 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2868535.750000 Penalty: 4910.714355
	Iteration 11Q: 3 clusters Score -2868536 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2868968.750000 Penalty: 4910.714355
	Iteration 12Q: 3 clusters Score -2868969 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2869449.250000 Penalty: 4910.714355
	Iteration 13Q: 3 clusters Score -2869449 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2869903.500000 Penalty: 4910.714355
	Iteration 14Q: 3 clusters Score -2869904 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2870386.000000 Penalty: 4910.714355
	Iteration 15Q: 3 clusters Score -2870386 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2870873.000000 Penalty: 4910.714355
	Iteration 16Q: 3 clusters Score -2870873 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2871298.500000 Penalty: 4910.714355
	Iteration 17Q: 3 clusters Score -2871298 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2871679.500000 Penalty: 4910.714355
	Iteration 18Q: 3 clusters Score -2871680 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2871997.750000 Penalty: 4910.714355
	Iteration 19Q: 3 clusters Score -2871998 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2872288.750000 Penalty: 4910.714355
	Iteration 20F: 3 clusters Score -2872289 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2872523.500000 Penalty: 4910.714355
	Iteration 21Q: 3 clusters Score -2872524 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2872738.000000 Penalty: 4910.714355
	Iteration 22Q: 3 clusters Score -2872738 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2872929.250000 Penalty: 4910.714355
	Iteration 23Q: 3 clusters Score -2872929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2873083.750000 Penalty: 4910.714355
	Iteration 24Q: 3 clusters Score -2873084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2873197.750000 Penalty: 4910.714355
	Iteration 25Q: 3 clusters Score -2873198 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2873284.750000 Penalty: 4910.714355
	Iteration 26Q: 3 clusters Score -2873285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2873363.000000 Penalty: 4910.714355
	Iteration 27Q: 3 clusters Score -2873363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2873431.750000 Penalty: 4910.714355
	Iteration 28Q: 3 clusters Score -2873432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2873484.000000 Penalty: 4910.714355
	Iteration 29Q: 3 clusters Score -2873484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2873518.750000 Penalty: 4910.714355
	Iteration 30Q: 3 clusters Score -2873519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2873545.750000 Penalty: 4910.714355
	Iteration 31Q: 3 clusters Score -2873546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2873577.250000 Penalty: 4910.714355
	Iteration 32Q: 3 clusters Score -2873577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2873590.500000 Penalty: 4910.714355
	Iteration 33Q: 3 clusters Score -2873590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2873598.500000 Penalty: 4910.714355
	Iteration 34Q: 3 clusters Score -2873598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2873607.250000 Penalty: 4910.714355
	Iteration 35Q: 3 clusters Score -2873607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2873612.750000 Penalty: 4910.714355
	Iteration 36Q: 3 clusters Score -2873613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2873619.750000 Penalty: 4910.714355
	Iteration 37Q: 3 clusters Score -2873620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2873630.250000 Penalty: 4910.714355
	Iteration 38Q: 3 clusters Score -2873630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2873633.000000 Penalty: 4910.714355
	Iteration 39Q: 3 clusters Score -2873633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2873627.500000 Penalty: 4910.714355
	Iteration 40F: 3 clusters Score -2873628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2873629.750000 Penalty: 4910.714355
	Iteration 41Q: 3 clusters Score -2873630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2873636.000000 Penalty: 4910.714355
	Iteration 42Q: 3 clusters Score -2873636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2873636.500000 Penalty: 4910.714355
	Iteration 43Q: 3 clusters Score -2873636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2873635.500000 Penalty: 4910.714355
	Iteration 44Q: 3 clusters Score -2873636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2873636.500000 Penalty: 4910.714355
	Iteration 45Q: 3 clusters Score -2873636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2873641.750000 Penalty: 4910.714355
	Iteration 46Q: 3 clusters Score -2873642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2873644.750000 Penalty: 4910.714355
	Iteration 47Q: 3 clusters Score -2873645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2873647.750000 Penalty: 4910.714355
	Iteration 48Q: 3 clusters Score -2873648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2873645.000000 Penalty: 4910.714355
	Iteration 49Q: 3 clusters Score -2873645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2873648.000000 Penalty: 4910.714355
	Iteration 50Q: 3 clusters Score -2873648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2873652.750000 Penalty: 4910.714355
	Iteration 51Q: 3 clusters Score -2873653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2873652.750000 Penalty: 4910.714355
	Iteration 52F: 3 clusters Score -2873653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -470539.218750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -470539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -467064.562500 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -467064.6 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -467793.031250 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -467793 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -468011.125000 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -468011.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -468178.375000 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -468178.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -468310.781250 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -468310.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -468403.125000 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -468403.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -468488.812500 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -468488.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -468559.656250 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -468559.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -468624.281250 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -468624.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -468693.593750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -468693.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -468745.031250 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -468745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -468801.062500 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -468801.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -468870.156250 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -468870.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -468925.750000 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -468925.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -468961.375000 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -468961.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -468992.000000 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -468992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -469015.718750 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -469015.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -469030.187500 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -469030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -469041.187500 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -469041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -469053.250000 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -469053.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -469064.906250 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -469064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -469073.593750 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -469073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -469081.031250 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -469081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -469086.843750 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -469086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -469090.687500 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -469090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -469091.531250 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -469091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -469092.312500 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -469092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -469097.062500 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -469097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -469100.437500 Penalty: 4024.556396
	Iteration 28Q: 3 clusters Score -469100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -469101.906250 Penalty: 4024.556396
	Iteration 29Q: 3 clusters Score -469101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -469104.718750 Penalty: 4024.556396
	Iteration 30Q: 3 clusters Score -469104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -469106.187500 Penalty: 4024.556396
	Iteration 31Q: 3 clusters Score -469106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -469105.906250 Penalty: 4024.556396
	Iteration 32Q: 3 clusters Score -469105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -469105.906250 Penalty: 4024.556396
	Iteration 33F: 3 clusters Score -469105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -1196020.625000 Penalty: 2246.471924
	Iteration 0F: 2 clusters Score -1196021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1189205.500000 Penalty: 4492.943848
	Iteration 0F: 3 clusters Score -1189206 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1191060.500000 Penalty: 4492.943848
	Iteration 1F: 3 clusters Score -1191060 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1191404.000000 Penalty: 4492.943848
	Iteration 2F: 3 clusters Score -1191404 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1191626.375000 Penalty: 4492.943848
	Iteration 3F: 3 clusters Score -1191626 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1191777.875000 Penalty: 4492.943848
	Iteration 4Q: 3 clusters Score -1191778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1191913.625000 Penalty: 4492.943848
	Iteration 5Q: 3 clusters Score -1191914 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1192045.125000 Penalty: 4492.943848
	Iteration 6Q: 3 clusters Score -1192045 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1192162.875000 Penalty: 4492.943848
	Iteration 7Q: 3 clusters Score -1192163 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1192285.500000 Penalty: 4492.943848
	Iteration 8Q: 3 clusters Score -1192286 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1192423.125000 Penalty: 4492.943848
	Iteration 9Q: 3 clusters Score -1192423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1192572.375000 Penalty: 4492.943848
	Iteration 10Q: 3 clusters Score -1192572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1192722.500000 Penalty: 4492.943848
	Iteration 11Q: 3 clusters Score -1192722 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1192885.625000 Penalty: 4492.943848
	Iteration 12Q: 3 clusters Score -1192886 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1193055.750000 Penalty: 4492.943848
	Iteration 13Q: 3 clusters Score -1193056 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1193242.250000 Penalty: 4492.943848
	Iteration 14Q: 3 clusters Score -1193242 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1193413.375000 Penalty: 4492.943848
	Iteration 15Q: 3 clusters Score -1193413 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1193566.875000 Penalty: 4492.943848
	Iteration 16Q: 3 clusters Score -1193567 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1193686.750000 Penalty: 4492.943848
	Iteration 17Q: 3 clusters Score -1193687 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1193798.875000 Penalty: 4492.943848
	Iteration 18Q: 3 clusters Score -1193799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1193888.000000 Penalty: 4492.943848
	Iteration 19Q: 3 clusters Score -1193888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1193953.375000 Penalty: 4492.943848
	Iteration 20F: 3 clusters Score -1193953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1194004.625000 Penalty: 4492.943848
	Iteration 21Q: 3 clusters Score -1194005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1194035.250000 Penalty: 4492.943848
	Iteration 22Q: 3 clusters Score -1194035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1194060.375000 Penalty: 4492.943848
	Iteration 23Q: 3 clusters Score -1194060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1194088.750000 Penalty: 4492.943848
	Iteration 24Q: 3 clusters Score -1194089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1194098.750000 Penalty: 4492.943848
	Iteration 25Q: 3 clusters Score -1194099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1194113.375000 Penalty: 4492.943848
	Iteration 26Q: 3 clusters Score -1194113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1194127.750000 Penalty: 4492.943848
	Iteration 27Q: 3 clusters Score -1194128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1194134.250000 Penalty: 4492.943848
	Iteration 28Q: 3 clusters Score -1194134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1194142.125000 Penalty: 4492.943848
	Iteration 29Q: 3 clusters Score -1194142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1194155.000000 Penalty: 4492.943848
	Iteration 30Q: 3 clusters Score -1194155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1194169.125000 Penalty: 4492.943848
	Iteration 31Q: 3 clusters Score -1194169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1194188.000000 Penalty: 4492.943848
	Iteration 32Q: 3 clusters Score -1194188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1194199.875000 Penalty: 4492.943848
	Iteration 33Q: 3 clusters Score -1194200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1194212.875000 Penalty: 4492.943848
	Iteration 34Q: 3 clusters Score -1194213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1194222.625000 Penalty: 4492.943848
	Iteration 35Q: 3 clusters Score -1194223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1194228.125000 Penalty: 4492.943848
	Iteration 36Q: 3 clusters Score -1194228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1194236.375000 Penalty: 4492.943848
	Iteration 37Q: 3 clusters Score -1194236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1194245.875000 Penalty: 4492.943848
	Iteration 38Q: 3 clusters Score -1194246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1194250.375000 Penalty: 4492.943848
	Iteration 39Q: 3 clusters Score -1194250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1194260.875000 Penalty: 4492.943848
	Iteration 40F: 3 clusters Score -1194261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1194264.125000 Penalty: 4492.943848
	Iteration 41Q: 3 clusters Score -1194264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1194267.000000 Penalty: 4492.943848
	Iteration 42Q: 3 clusters Score -1194267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1194267.250000 Penalty: 4492.943848
	Iteration 43Q: 3 clusters Score -1194267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1194267.250000 Penalty: 4492.943848
	Iteration 44F: 3 clusters Score -1194267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82399.031250 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82399.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80811.273438 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80811.27 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81151.921875 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -81151.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81231.015625 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81231.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81282.046875 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -81282.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81310.296875 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -81310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81394.179688 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -81394.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81463.695312 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -81463.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81530.398438 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -81530.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81603.109375 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -81603.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81767.820312 Penalty: 3307.441162
	Iteration 9F: 3 clusters Score -81767.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82068.257812 Penalty: 3307.441162
	Iteration 10F: 3 clusters Score -82068.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82287.390625 Penalty: 3307.441162
	Iteration 11F: 3 clusters Score -82287.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -82409.039062 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -82409.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82472.570312 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -82472.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -82526.195312 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -82526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -82551.289062 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -82551.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -82557.593750 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -82557.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -82559.367188 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -82559.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -82561.453125 Penalty: 3307.441162
	Iteration 18F: 3 clusters Score -82561.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -82614.828125 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -82614.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -82631.164062 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -82631.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -82648.429688 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -82648.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -82649.234375 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -82649.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -82649.234375 Penalty: 3307.441162
	Iteration 23F: 3 clusters Score -82649.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Mstep: Class 30 contains 112 members 
Entering Unmasked Estep 
Score: -128945856.000000 Penalty: 102048.265625
Splitting cluster 9 changes total score from -128947304.000000 to -128945856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -368194.593750 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -368194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -365270.437500 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -365270.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -365816.812500 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -365816.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -365999.531250 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -365999.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -366080.656250 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -366080.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -366146.781250 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -366146.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -366197.625000 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -366197.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -366225.312500 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -366225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -366242.406250 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -366242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -366260.656250 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -366260.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -366275.250000 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -366275.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -366289.531250 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -366289.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -366303.687500 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -366303.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -366313.125000 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -366313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -366318.343750 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -366318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366320.875000 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -366320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -366324.906250 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -366324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -366327.406250 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -366327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -366328.906250 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -366328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -366331.000000 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -366331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -366334.968750 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -366335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -366335.781250 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -366335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -366337.843750 Penalty: 3886.250977
	Iteration 21Q: 3 clusters Score -366337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -366339.687500 Penalty: 3886.250977
	Iteration 22Q: 3 clusters Score -366339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -366340.718750 Penalty: 3886.250977
	Iteration 23Q: 3 clusters Score -366340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -366342.218750 Penalty: 3886.250977
	Iteration 24Q: 3 clusters Score -366342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -366342.000000 Penalty: 3886.250977
	Iteration 25Q: 3 clusters Score -366342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -366344.562500 Penalty: 3886.250977
	Iteration 26Q: 3 clusters Score -366344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366343.906250 Penalty: 3886.250977
	Iteration 27Q: 3 clusters Score -366343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -366345.312500 Penalty: 3886.250977
	Iteration 28Q: 3 clusters Score -366345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -366344.937500 Penalty: 3886.250977
	Iteration 29Q: 3 clusters Score -366344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -366344.937500 Penalty: 3886.250977
	Iteration 30F: 3 clusters Score -366344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2775508.750000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2775509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2761767.000000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2761767 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2766324.500000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2766324 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2766674.750000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2766675 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2766954.750000 Penalty: 4894.946777
	Iteration 3Q: 3 clusters Score -2766955 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2767192.000000 Penalty: 4894.946777
	Iteration 4Q: 3 clusters Score -2767192 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2767390.750000 Penalty: 4894.946777
	Iteration 5Q: 3 clusters Score -2767391 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2767571.750000 Penalty: 4894.946777
	Iteration 6Q: 3 clusters Score -2767572 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2767784.500000 Penalty: 4894.946777
	Iteration 7Q: 3 clusters Score -2767784 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2768063.750000 Penalty: 4894.946777
	Iteration 8Q: 3 clusters Score -2768064 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2768389.750000 Penalty: 4894.946777
	Iteration 9Q: 3 clusters Score -2768390 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2768854.000000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -2768854 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2769476.750000 Penalty: 4894.946777
	Iteration 11F: 3 clusters Score -2769477 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2770253.250000 Penalty: 4894.946777
	Iteration 12F: 3 clusters Score -2770253 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2771085.750000 Penalty: 4894.946777
	Iteration 13F: 3 clusters Score -2771086 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2771836.250000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2771836 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2772443.000000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2772443 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2772832.750000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2772833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2773060.750000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2773061 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2773183.750000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2773184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2773238.000000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2773238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2773270.500000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2773270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2773293.250000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2773293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2773305.250000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2773305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2773324.750000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -2773325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2773337.000000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -2773337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2773342.750000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -2773343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2773347.000000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -2773347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2773352.750000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -2773353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2773357.750000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -2773358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2773356.500000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -2773356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2773356.500000 Penalty: 4894.946777
	Iteration 30F: 3 clusters Score -2773356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Entering Unmasked Estep 
Score: -6419566.500000 Penalty: 2649.422607
	Iteration 0F: 2 clusters Score -6419566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6390106.500000 Penalty: 5298.845215
	Iteration 0F: 3 clusters Score -6390106 nChanged 19847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -6401065.000000 Penalty: 5298.845215
	Iteration 1F: 3 clusters Score -6401065 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6401641.000000 Penalty: 5298.845215
	Iteration 2Q: 3 clusters Score -6401641 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6402228.500000 Penalty: 5298.845215
	Iteration 3Q: 3 clusters Score -6402228 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6402930.000000 Penalty: 5298.845215
	Iteration 4Q: 3 clusters Score -6402930 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -6403758.500000 Penalty: 5298.845215
	Iteration 5Q: 3 clusters Score -6403758 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -6405023.500000 Penalty: 5298.845215
	Iteration 6Q: 3 clusters Score -6405024 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -6406870.000000 Penalty: 5298.845215
	Iteration 7F: 3 clusters Score -6406870 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6409342.500000 Penalty: 5298.845215
	Iteration 8F: 3 clusters Score -6409342 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -6412013.500000 Penalty: 5298.845215
	Iteration 9F: 3 clusters Score -6412014 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6414223.500000 Penalty: 5298.845215
	Iteration 10F: 3 clusters Score -6414224 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6415658.500000 Penalty: 5298.845215
	Iteration 11Q: 3 clusters Score -6415658 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6416421.500000 Penalty: 5298.845215
	Iteration 12Q: 3 clusters Score -6416422 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6416761.500000 Penalty: 5298.845215
	Iteration 13Q: 3 clusters Score -6416762 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6416944.500000 Penalty: 5298.845215
	Iteration 14Q: 3 clusters Score -6416944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6417052.500000 Penalty: 5298.845215
	Iteration 15Q: 3 clusters Score -6417052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6417128.000000 Penalty: 5298.845215
	Iteration 16Q: 3 clusters Score -6417128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6417175.000000 Penalty: 5298.845215
	Iteration 17Q: 3 clusters Score -6417175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6417189.000000 Penalty: 5298.845215
	Iteration 18Q: 3 clusters Score -6417189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6417213.500000 Penalty: 5298.845215
	Iteration 19Q: 3 clusters Score -6417214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6417225.500000 Penalty: 5298.845215
	Iteration 20F: 3 clusters Score -6417226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6417246.000000 Penalty: 5298.845215
	Iteration 21Q: 3 clusters Score -6417246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6417262.500000 Penalty: 5298.845215
	Iteration 22Q: 3 clusters Score -6417262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6417264.000000 Penalty: 5298.845215
	Iteration 23Q: 3 clusters Score -6417264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6417269.000000 Penalty: 5298.845215
	Iteration 24Q: 3 clusters Score -6417269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6417270.000000 Penalty: 5298.845215
	Iteration 25Q: 3 clusters Score -6417270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6417270.500000 Penalty: 5298.845215
	Iteration 26Q: 3 clusters Score -6417270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6417270.500000 Penalty: 5298.845215
	Iteration 27Q: 3 clusters Score -6417270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6417270.500000 Penalty: 5298.845215
	Iteration 28F: 3 clusters Score -6417270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Entering Unmasked Estep 
Score: -4836104.500000 Penalty: 2578.257568
	Iteration 0F: 2 clusters Score -4836104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4813642.000000 Penalty: 5156.515137
	Iteration 0F: 3 clusters Score -4813642 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4821758.500000 Penalty: 5156.515137
	Iteration 1F: 3 clusters Score -4821758 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4822341.000000 Penalty: 5156.515137
	Iteration 2Q: 3 clusters Score -4822341 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4822884.000000 Penalty: 5156.515137
	Iteration 3Q: 3 clusters Score -4822884 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4823468.500000 Penalty: 5156.515137
	Iteration 4Q: 3 clusters Score -4823468 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4823992.500000 Penalty: 5156.515137
	Iteration 5Q: 3 clusters Score -4823992 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4824614.000000 Penalty: 5156.515137
	Iteration 6Q: 3 clusters Score -4824614 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4825423.000000 Penalty: 5156.515137
	Iteration 7Q: 3 clusters Score -4825423 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4826303.500000 Penalty: 5156.515137
	Iteration 8Q: 3 clusters Score -4826304 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4827204.500000 Penalty: 5156.515137
	Iteration 9Q: 3 clusters Score -4827204 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4828069.000000 Penalty: 5156.515137
	Iteration 10Q: 3 clusters Score -4828069 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4828824.000000 Penalty: 5156.515137
	Iteration 11Q: 3 clusters Score -4828824 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4829397.000000 Penalty: 5156.515137
	Iteration 12Q: 3 clusters Score -4829397 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4829769.000000 Penalty: 5156.515137
	Iteration 13Q: 3 clusters Score -4829769 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4829962.500000 Penalty: 5156.515137
	Iteration 14Q: 3 clusters Score -4829962 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4830077.500000 Penalty: 5156.515137
	Iteration 15Q: 3 clusters Score -4830078 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4830136.000000 Penalty: 5156.515137
	Iteration 16Q: 3 clusters Score -4830136 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4830177.500000 Penalty: 5156.515137
	Iteration 17Q: 3 clusters Score -4830178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4830232.500000 Penalty: 5156.515137
	Iteration 18Q: 3 clusters Score -4830232 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4830275.500000 Penalty: 5156.515137
	Iteration 19Q: 3 clusters Score -4830276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4830332.000000 Penalty: 5156.515137
	Iteration 20F: 3 clusters Score -4830332 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4830370.000000 Penalty: 5156.515137
	Iteration 21Q: 3 clusters Score -4830370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4830410.500000 Penalty: 5156.515137
	Iteration 22Q: 3 clusters Score -4830410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4830423.500000 Penalty: 5156.515137
	Iteration 23Q: 3 clusters Score -4830424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4830452.000000 Penalty: 5156.515137
	Iteration 24Q: 3 clusters Score -4830452 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4830468.500000 Penalty: 5156.515137
	Iteration 25Q: 3 clusters Score -4830468 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4830488.000000 Penalty: 5156.515137
	Iteration 26Q: 3 clusters Score -4830488 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4830530.000000 Penalty: 5156.515137
	Iteration 27Q: 3 clusters Score -4830530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4830574.000000 Penalty: 5156.515137
	Iteration 28Q: 3 clusters Score -4830574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4830568.000000 Penalty: 5156.515137
	Iteration 29Q: 3 clusters Score -4830568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4830594.500000 Penalty: 5156.515137
	Iteration 30Q: 3 clusters Score -4830594 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4830618.000000 Penalty: 5156.515137
	Iteration 31Q: 3 clusters Score -4830618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4830623.500000 Penalty: 5156.515137
	Iteration 32Q: 3 clusters Score -4830624 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4830661.000000 Penalty: 5156.515137
	Iteration 33Q: 3 clusters Score -4830661 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4830683.500000 Penalty: 5156.515137
	Iteration 34Q: 3 clusters Score -4830684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4830734.500000 Penalty: 5156.515137
	Iteration 35Q: 3 clusters Score -4830734 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4830759.000000 Penalty: 5156.515137
	Iteration 36Q: 3 clusters Score -4830759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4830794.000000 Penalty: 5156.515137
	Iteration 37Q: 3 clusters Score -4830794 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4830845.000000 Penalty: 5156.515137
	Iteration 38Q: 3 clusters Score -4830845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4830868.000000 Penalty: 5156.515137
	Iteration 39Q: 3 clusters Score -4830868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4830919.000000 Penalty: 5156.515137
	Iteration 40F: 3 clusters Score -4830919 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4830936.000000 Penalty: 5156.515137
	Iteration 41Q: 3 clusters Score -4830936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4830965.000000 Penalty: 5156.515137
	Iteration 42Q: 3 clusters Score -4830965 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4831004.500000 Penalty: 5156.515137
	Iteration 43Q: 3 clusters Score -4831004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4831041.000000 Penalty: 5156.515137
	Iteration 44Q: 3 clusters Score -4831041 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4831058.500000 Penalty: 5156.515137
	Iteration 45Q: 3 clusters Score -4831058 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4831116.500000 Penalty: 5156.515137
	Iteration 46Q: 3 clusters Score -4831116 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4831132.500000 Penalty: 5156.515137
	Iteration 47Q: 3 clusters Score -4831132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4831174.000000 Penalty: 5156.515137
	Iteration 48Q: 3 clusters Score -4831174 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4831203.500000 Penalty: 5156.515137
	Iteration 49Q: 3 clusters Score -4831204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4831239.000000 Penalty: 5156.515137
	Iteration 50Q: 3 clusters Score -4831239 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4831279.000000 Penalty: 5156.515137
	Iteration 51Q: 3 clusters Score -4831279 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4831296.000000 Penalty: 5156.515137
	Iteration 52Q: 3 clusters Score -4831296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4831316.000000 Penalty: 5156.515137
	Iteration 53Q: 3 clusters Score -4831316 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4831329.000000 Penalty: 5156.515137
	Iteration 54Q: 3 clusters Score -4831329 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4831379.500000 Penalty: 5156.515137
	Iteration 55Q: 3 clusters Score -4831380 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4831424.500000 Penalty: 5156.515137
	Iteration 56Q: 3 clusters Score -4831424 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4831464.500000 Penalty: 5156.515137
	Iteration 57Q: 3 clusters Score -4831464 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4831495.500000 Penalty: 5156.515137
	Iteration 58Q: 3 clusters Score -4831496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -4831542.000000 Penalty: 5156.515137
	Iteration 59Q: 3 clusters Score -4831542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4831600.500000 Penalty: 5156.515137
	Iteration 60F: 3 clusters Score -4831600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4831673.500000 Penalty: 5156.515137
	Iteration 61Q: 3 clusters Score -4831674 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4831718.500000 Penalty: 5156.515137
	Iteration 62Q: 3 clusters Score -4831718 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4831792.000000 Penalty: 5156.515137
	Iteration 63Q: 3 clusters Score -4831792 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4831863.500000 Penalty: 5156.515137
	Iteration 64Q: 3 clusters Score -4831864 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4831937.500000 Penalty: 5156.515137
	Iteration 65Q: 3 clusters Score -4831938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4832005.500000 Penalty: 5156.515137
	Iteration 66Q: 3 clusters Score -4832006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4832106.500000 Penalty: 5156.515137
	Iteration 67Q: 3 clusters Score -4832106 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4832178.500000 Penalty: 5156.515137
	Iteration 68Q: 3 clusters Score -4832178 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4832261.000000 Penalty: 5156.515137
	Iteration 69Q: 3 clusters Score -4832261 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4832325.000000 Penalty: 5156.515137
	Iteration 70Q: 3 clusters Score -4832325 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4832404.000000 Penalty: 5156.515137
	Iteration 71Q: 3 clusters Score -4832404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4832441.000000 Penalty: 5156.515137
	Iteration 72Q: 3 clusters Score -4832441 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4832523.500000 Penalty: 5156.515137
	Iteration 73Q: 3 clusters Score -4832524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4832580.500000 Penalty: 5156.515137
	Iteration 74Q: 3 clusters Score -4832580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4832634.500000 Penalty: 5156.515137
	Iteration 75Q: 3 clusters Score -4832634 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4832698.000000 Penalty: 5156.515137
	Iteration 76Q: 3 clusters Score -4832698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4832769.000000 Penalty: 5156.515137
	Iteration 77Q: 3 clusters Score -4832769 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4832862.000000 Penalty: 5156.515137
	Iteration 78Q: 3 clusters Score -4832862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4832935.500000 Penalty: 5156.515137
	Iteration 79Q: 3 clusters Score -4832936 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4833002.000000 Penalty: 5156.515137
	Iteration 80F: 3 clusters Score -4833002 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4833075.000000 Penalty: 5156.515137
	Iteration 81Q: 3 clusters Score -4833075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4833131.500000 Penalty: 5156.515137
	Iteration 82Q: 3 clusters Score -4833132 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4833166.500000 Penalty: 5156.515137
	Iteration 83Q: 3 clusters Score -4833166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4833212.500000 Penalty: 5156.515137
	Iteration 84Q: 3 clusters Score -4833212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4833256.000000 Penalty: 5156.515137
	Iteration 85Q: 3 clusters Score -4833256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4833291.500000 Penalty: 5156.515137
	Iteration 86Q: 3 clusters Score -4833292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4833328.000000 Penalty: 5156.515137
	Iteration 87Q: 3 clusters Score -4833328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4833358.500000 Penalty: 5156.515137
	Iteration 88Q: 3 clusters Score -4833358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4833403.000000 Penalty: 5156.515137
	Iteration 89Q: 3 clusters Score -4833403 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4833430.000000 Penalty: 5156.515137
	Iteration 90Q: 3 clusters Score -4833430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4833465.500000 Penalty: 5156.515137
	Iteration 91Q: 3 clusters Score -4833466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4833486.000000 Penalty: 5156.515137
	Iteration 92Q: 3 clusters Score -4833486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4833513.500000 Penalty: 5156.515137
	Iteration 93Q: 3 clusters Score -4833514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4833516.000000 Penalty: 5156.515137
	Iteration 94Q: 3 clusters Score -4833516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4833525.000000 Penalty: 5156.515137
	Iteration 95Q: 3 clusters Score -4833525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4833545.000000 Penalty: 5156.515137
	Iteration 96Q: 3 clusters Score -4833545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4833558.000000 Penalty: 5156.515137
	Iteration 97Q: 3 clusters Score -4833558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4833570.000000 Penalty: 5156.515137
	Iteration 98Q: 3 clusters Score -4833570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4833590.500000 Penalty: 5156.515137
	Iteration 99Q: 3 clusters Score -4833590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4833608.000000 Penalty: 5156.515137
	Iteration 100F: 3 clusters Score -4833608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4833628.000000 Penalty: 5156.515137
	Iteration 101Q: 3 clusters Score -4833628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4833651.000000 Penalty: 5156.515137
	Iteration 102Q: 3 clusters Score -4833651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4833652.500000 Penalty: 5156.515137
	Iteration 103Q: 3 clusters Score -4833652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4833656.000000 Penalty: 5156.515137
	Iteration 104Q: 3 clusters Score -4833656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4833681.000000 Penalty: 5156.515137
	Iteration 105Q: 3 clusters Score -4833681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4833691.000000 Penalty: 5156.515137
	Iteration 106Q: 3 clusters Score -4833691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4833704.000000 Penalty: 5156.515137
	Iteration 107Q: 3 clusters Score -4833704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4833698.500000 Penalty: 5156.515137
	Iteration 108Q: 3 clusters Score -4833698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4833700.000000 Penalty: 5156.515137
	Iteration 109Q: 3 clusters Score -4833700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4833711.500000 Penalty: 5156.515137
	Iteration 110Q: 3 clusters Score -4833712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4833707.000000 Penalty: 5156.515137
	Iteration 111Q: 3 clusters Score -4833707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4833715.000000 Penalty: 5156.515137
	Iteration 112Q: 3 clusters Score -4833715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4833722.000000 Penalty: 5156.515137
	Iteration 113Q: 3 clusters Score -4833722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4833722.500000 Penalty: 5156.515137
	Iteration 114Q: 3 clusters Score -4833722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4833720.000000 Penalty: 5156.515137
	Iteration 115Q: 3 clusters Score -4833720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4833723.000000 Penalty: 5156.515137
	Iteration 116Q: 3 clusters Score -4833723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4833730.000000 Penalty: 5156.515137
	Iteration 117Q: 3 clusters Score -4833730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4833733.000000 Penalty: 5156.515137
	Iteration 118Q: 3 clusters Score -4833733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4833740.500000 Penalty: 5156.515137
	Iteration 119Q: 3 clusters Score -4833740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4833746.000000 Penalty: 5156.515137
	Iteration 120F: 3 clusters Score -4833746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4833758.500000 Penalty: 5156.515137
	Iteration 121Q: 3 clusters Score -4833758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4833758.500000 Penalty: 5156.515137
	Iteration 122Q: 3 clusters Score -4833758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4833764.000000 Penalty: 5156.515137
	Iteration 123Q: 3 clusters Score -4833764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4833771.500000 Penalty: 5156.515137
	Iteration 124Q: 3 clusters Score -4833772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4833771.000000 Penalty: 5156.515137
	Iteration 125Q: 3 clusters Score -4833771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4833775.000000 Penalty: 5156.515137
	Iteration 126Q: 3 clusters Score -4833775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4833774.000000 Penalty: 5156.515137
	Iteration 127Q: 3 clusters Score -4833774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4833774.000000 Penalty: 5156.515137
	Iteration 128Q: 3 clusters Score -4833774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4833777.000000 Penalty: 5156.515137
	Iteration 129Q: 3 clusters Score -4833777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4833772.000000 Penalty: 5156.515137
	Iteration 130Q: 3 clusters Score -4833772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4833780.000000 Penalty: 5156.515137
	Iteration 131Q: 3 clusters Score -4833780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4833788.000000 Penalty: 5156.515137
	Iteration 132Q: 3 clusters Score -4833788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4833792.500000 Penalty: 5156.515137
	Iteration 133Q: 3 clusters Score -4833792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4833798.500000 Penalty: 5156.515137
	Iteration 134Q: 3 clusters Score -4833798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4833798.500000 Penalty: 5156.515137
	Iteration 135Q: 3 clusters Score -4833798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4833799.000000 Penalty: 5156.515137
	Iteration 136Q: 3 clusters Score -4833799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4833802.500000 Penalty: 5156.515137
	Iteration 137Q: 3 clusters Score -4833802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4833804.500000 Penalty: 5156.515137
	Iteration 138Q: 3 clusters Score -4833804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4833803.500000 Penalty: 5156.515137
	Iteration 139Q: 3 clusters Score -4833804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4833807.000000 Penalty: 5156.515137
	Iteration 140F: 3 clusters Score -4833807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4833807.000000 Penalty: 5156.515137
	Iteration 141Q: 3 clusters Score -4833807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4833807.000000 Penalty: 5156.515137
	Iteration 142Q: 3 clusters Score -4833807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4833808.500000 Penalty: 5156.515137
	Iteration 143Q: 3 clusters Score -4833808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4833806.500000 Penalty: 5156.515137
	Iteration 144Q: 3 clusters Score -4833806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4833810.000000 Penalty: 5156.515137
	Iteration 145Q: 3 clusters Score -4833810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4833811.000000 Penalty: 5156.515137
	Iteration 146Q: 3 clusters Score -4833811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4833812.000000 Penalty: 5156.515137
	Iteration 147Q: 3 clusters Score -4833812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4833816.500000 Penalty: 5156.515137
	Iteration 148Q: 3 clusters Score -4833816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4833816.000000 Penalty: 5156.515137
	Iteration 149Q: 3 clusters Score -4833816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4833815.000000 Penalty: 5156.515137
	Iteration 150Q: 3 clusters Score -4833815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4833813.500000 Penalty: 5156.515137
	Iteration 151Q: 3 clusters Score -4833814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4833810.500000 Penalty: 5156.515137
	Iteration 152Q: 3 clusters Score -4833810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4833811.000000 Penalty: 5156.515137
	Iteration 153Q: 3 clusters Score -4833811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4833816.000000 Penalty: 5156.515137
	Iteration 154Q: 3 clusters Score -4833816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4833822.000000 Penalty: 5156.515137
	Iteration 155Q: 3 clusters Score -4833822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4833823.000000 Penalty: 5156.515137
	Iteration 156Q: 3 clusters Score -4833823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4833824.500000 Penalty: 5156.515137
	Iteration 157Q: 3 clusters Score -4833824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4833825.000000 Penalty: 5156.515137
	Iteration 158Q: 3 clusters Score -4833825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4833824.000000 Penalty: 5156.515137
	Iteration 159Q: 3 clusters Score -4833824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4833834.500000 Penalty: 5156.515137
	Iteration 160F: 3 clusters Score -4833834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4833830.500000 Penalty: 5156.515137
	Iteration 161Q: 3 clusters Score -4833830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4833834.500000 Penalty: 5156.515137
	Iteration 162Q: 3 clusters Score -4833834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4833833.000000 Penalty: 5156.515137
	Iteration 163Q: 3 clusters Score -4833833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4833834.000000 Penalty: 5156.515137
	Iteration 164Q: 3 clusters Score -4833834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4833833.000000 Penalty: 5156.515137
	Iteration 165Q: 3 clusters Score -4833833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4833836.000000 Penalty: 5156.515137
	Iteration 166Q: 3 clusters Score -4833836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4833836.000000 Penalty: 5156.515137
	Iteration 167F: 3 clusters Score -4833836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -129785.664062 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -129785.7 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 476 members 
Entering Unmasked Estep 
Score: -127916.710938 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -127916.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128301.460938 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -128301.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128503.351562 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -128503.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128636.835938 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -128636.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128767.625000 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -128767.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128842.695312 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -128842.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128914.789062 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -128914.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128980.570312 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -128980.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129038.171875 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -129038.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129091.210938 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -129091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129134.140625 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -129134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129194.765625 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -129194.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129291.265625 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -129291.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129474.203125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -129474.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129752.984375 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -129753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129813.382812 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -129813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129839.257812 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -129839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129875.992188 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -129876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -129917.312500 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -129917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129932.468750 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -129932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -129945.046875 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -129945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 277 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Mstep: Class 30 contains 704 members 
Entering Unmasked Estep 
Score: -128945712.000000 Penalty: 102048.265625
Splitting cluster 14 changes total score from -128947304.000000 to -128945712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Entering Unmasked Estep 
Score: -2820503.250000 Penalty: 2459.952637
	Iteration 0F: 2 clusters Score -2820503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2806115.500000 Penalty: 4919.905273
	Iteration 0F: 3 clusters Score -2806116 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2811153.000000 Penalty: 4919.905273
	Iteration 1F: 3 clusters Score -2811153 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2811675.750000 Penalty: 4919.905273
	Iteration 2F: 3 clusters Score -2811676 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2812169.250000 Penalty: 4919.905273
	Iteration 3F: 3 clusters Score -2812169 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2812766.750000 Penalty: 4919.905273
	Iteration 4F: 3 clusters Score -2812767 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2813576.750000 Penalty: 4919.905273
	Iteration 5F: 3 clusters Score -2813577 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2814436.000000 Penalty: 4919.905273
	Iteration 6F: 3 clusters Score -2814436 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2815308.500000 Penalty: 4919.905273
	Iteration 7F: 3 clusters Score -2815308 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2816139.000000 Penalty: 4919.905273
	Iteration 8F: 3 clusters Score -2816139 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2816936.500000 Penalty: 4919.905273
	Iteration 9Q: 3 clusters Score -2816936 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2817627.750000 Penalty: 4919.905273
	Iteration 10Q: 3 clusters Score -2817628 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2818237.500000 Penalty: 4919.905273
	Iteration 11Q: 3 clusters Score -2818238 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2818774.750000 Penalty: 4919.905273
	Iteration 12Q: 3 clusters Score -2818775 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2819126.500000 Penalty: 4919.905273
	Iteration 13Q: 3 clusters Score -2819126 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2819340.250000 Penalty: 4919.905273
	Iteration 14Q: 3 clusters Score -2819340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2819478.500000 Penalty: 4919.905273
	Iteration 15Q: 3 clusters Score -2819478 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2819574.750000 Penalty: 4919.905273
	Iteration 16Q: 3 clusters Score -2819575 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2819632.500000 Penalty: 4919.905273
	Iteration 17Q: 3 clusters Score -2819632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2819694.750000 Penalty: 4919.905273
	Iteration 18Q: 3 clusters Score -2819695 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2819748.500000 Penalty: 4919.905273
	Iteration 19Q: 3 clusters Score -2819748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2819781.500000 Penalty: 4919.905273
	Iteration 20F: 3 clusters Score -2819782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2819806.000000 Penalty: 4919.905273
	Iteration 21Q: 3 clusters Score -2819806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2819815.750000 Penalty: 4919.905273
	Iteration 22Q: 3 clusters Score -2819816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2819831.750000 Penalty: 4919.905273
	Iteration 23Q: 3 clusters Score -2819832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2819843.750000 Penalty: 4919.905273
	Iteration 24Q: 3 clusters Score -2819844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2819847.000000 Penalty: 4919.905273
	Iteration 25Q: 3 clusters Score -2819847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2819852.500000 Penalty: 4919.905273
	Iteration 26Q: 3 clusters Score -2819852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2819854.250000 Penalty: 4919.905273
	Iteration 27Q: 3 clusters Score -2819854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2819859.750000 Penalty: 4919.905273
	Iteration 28Q: 3 clusters Score -2819860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2819863.000000 Penalty: 4919.905273
	Iteration 29Q: 3 clusters Score -2819863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2819867.500000 Penalty: 4919.905273
	Iteration 30Q: 3 clusters Score -2819868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2819871.000000 Penalty: 4919.905273
	Iteration 31Q: 3 clusters Score -2819871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2819871.500000 Penalty: 4919.905273
	Iteration 32Q: 3 clusters Score -2819872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2819875.250000 Penalty: 4919.905273
	Iteration 33Q: 3 clusters Score -2819875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2819873.500000 Penalty: 4919.905273
	Iteration 34Q: 3 clusters Score -2819874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2819885.000000 Penalty: 4919.905273
	Iteration 35Q: 3 clusters Score -2819885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2819880.500000 Penalty: 4919.905273
	Iteration 36Q: 3 clusters Score -2819880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2819883.750000 Penalty: 4919.905273
	Iteration 37Q: 3 clusters Score -2819884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2819884.000000 Penalty: 4919.905273
	Iteration 38Q: 3 clusters Score -2819884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2819885.250000 Penalty: 4919.905273
	Iteration 39Q: 3 clusters Score -2819885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2819883.000000 Penalty: 4919.905273
	Iteration 40F: 3 clusters Score -2819883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2819882.500000 Penalty: 4919.905273
	Iteration 41Q: 3 clusters Score -2819882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2819881.000000 Penalty: 4919.905273
	Iteration 42Q: 3 clusters Score -2819881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2819884.500000 Penalty: 4919.905273
	Iteration 43Q: 3 clusters Score -2819884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2819886.500000 Penalty: 4919.905273
	Iteration 44Q: 3 clusters Score -2819886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2819881.250000 Penalty: 4919.905273
	Iteration 45Q: 3 clusters Score -2819881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2819890.000000 Penalty: 4919.905273
	Iteration 46Q: 3 clusters Score -2819890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2819889.500000 Penalty: 4919.905273
	Iteration 47Q: 3 clusters Score -2819890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2819889.500000 Penalty: 4919.905273
	Iteration 48F: 3 clusters Score -2819890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200617 members 
Entering Unmasked Estep 
Score: -29373034.000000 Penalty: 3027.869873
	Iteration 0F: 2 clusters Score -2.937303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -29248478.000000 Penalty: 6055.739746
	Iteration 0F: 3 clusters Score -2.924848e+07 nChanged 96400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -29305396.000000 Penalty: 6055.739746
	Iteration 1F: 3 clusters Score -2.93054e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -29307828.000000 Penalty: 6055.739746
	Iteration 2Q: 3 clusters Score -2.930783e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 127671 members 
Entering Unmasked Estep 
Score: -29312012.000000 Penalty: 6055.739746
	Iteration 3F: 3 clusters Score -2.931201e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -29320976.000000 Penalty: 6055.739746
	Iteration 4F: 3 clusters Score -2.932098e+07 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -29336688.000000 Penalty: 6055.739746
	Iteration 5F: 3 clusters Score -2.933669e+07 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -29355788.000000 Penalty: 6055.739746
	Iteration 6F: 3 clusters Score -2.935579e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 193880 members 
Entering Unmasked Estep 
Score: -29366734.000000 Penalty: 6055.739746
	Iteration 7F: 3 clusters Score -2.936673e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 198843 members 
Entering Unmasked Estep 
Score: -29369272.000000 Penalty: 6055.739746
	Iteration 8Q: 3 clusters Score -2.936927e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 200078 members 
Entering Unmasked Estep 
Score: -29370006.000000 Penalty: 6055.739746
	Iteration 9Q: 3 clusters Score -2.937001e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200300 members 
Entering Unmasked Estep 
Score: -29370142.000000 Penalty: 6055.739746
	Iteration 10Q: 3 clusters Score -2.937014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 200345 members 
Entering Unmasked Estep 
Score: -29370192.000000 Penalty: 6055.739746
	Iteration 11Q: 3 clusters Score -2.937019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 200359 members 
Entering Unmasked Estep 
Score: -29370224.000000 Penalty: 6055.739746
	Iteration 12Q: 3 clusters Score -2.937022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 200366 members 
Entering Unmasked Estep 
Score: -29370286.000000 Penalty: 6055.739746
	Iteration 13Q: 3 clusters Score -2.937029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 200363 members 
Entering Unmasked Estep 
Score: -29370320.000000 Penalty: 6055.739746
	Iteration 14Q: 3 clusters Score -2.937032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 200359 members 
Entering Unmasked Estep 
Score: -29370364.000000 Penalty: 6055.739746
	Iteration 15Q: 3 clusters Score -2.937036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -29370338.000000 Penalty: 6055.739746
	Iteration 16Q: 3 clusters Score -2.937034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 200355 members 
Entering Unmasked Estep 
Score: -29370348.000000 Penalty: 6055.739746
	Iteration 17Q: 3 clusters Score -2.937035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200356 members 
Entering Unmasked Estep 
Score: -29370370.000000 Penalty: 6055.739746
	Iteration 18Q: 3 clusters Score -2.937037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -29370362.000000 Penalty: 6055.739746
	Iteration 19Q: 3 clusters Score -2.937036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 200359 members 
Entering Unmasked Estep 
Score: -29370382.000000 Penalty: 6055.739746
	Iteration 20F: 3 clusters Score -2.937038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -29370406.000000 Penalty: 6055.739746
	Iteration 21Q: 3 clusters Score -2.937041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200354 members 
Entering Unmasked Estep 
Score: -29370392.000000 Penalty: 6055.739746
	Iteration 22Q: 3 clusters Score -2.937039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200354 members 
Entering Unmasked Estep 
Score: -29370406.000000 Penalty: 6055.739746
	Iteration 23Q: 3 clusters Score -2.937041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200356 members 
Entering Unmasked Estep 
Score: -29370422.000000 Penalty: 6055.739746
	Iteration 24Q: 3 clusters Score -2.937042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200356 members 
Entering Unmasked Estep 
Score: -29370432.000000 Penalty: 6055.739746
	Iteration 25Q: 3 clusters Score -2.937043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -29370440.000000 Penalty: 6055.739746
	Iteration 26Q: 3 clusters Score -2.937044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -29370426.000000 Penalty: 6055.739746
	Iteration 27Q: 3 clusters Score -2.937043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200354 members 
Entering Unmasked Estep 
Score: -29370432.000000 Penalty: 6055.739746
	Iteration 28Q: 3 clusters Score -2.937043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 200352 members 
Entering Unmasked Estep 
Score: -29370436.000000 Penalty: 6055.739746
	Iteration 29Q: 3 clusters Score -2.937044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200351 members 
Entering Unmasked Estep 
Score: -29370442.000000 Penalty: 6055.739746
	Iteration 30Q: 3 clusters Score -2.937044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200349 members 
Entering Unmasked Estep 
Score: -29370440.000000 Penalty: 6055.739746
	Iteration 31Q: 3 clusters Score -2.937044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200349 members 
Entering Unmasked Estep 
Score: -29370440.000000 Penalty: 6055.739746
	Iteration 32F: 3 clusters Score -2.937044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -800405.125000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -800405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -795450.812500 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -795450.8 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -796690.312500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -796690.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -796935.625000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -796935.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -797068.687500 Penalty: 4283.036133
	Iteration 3Q: 3 clusters Score -797068.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -797147.437500 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -797147.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -797219.875000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -797219.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -797283.500000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -797283.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -797341.437500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -797341.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -797407.437500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -797407.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -797473.812500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -797473.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -797553.437500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -797553.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -797662.625000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -797662.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -797795.937500 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -797795.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -797944.375000 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -797944.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -798121.312500 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -798121.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -798316.375000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -798316.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -798465.812500 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -798465.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -798593.000000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -798593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -798717.625000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -798717.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -798815.312500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -798815.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -798892.562500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -798892.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -798940.250000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -798940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -798974.000000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -798974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -799007.000000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -799007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -799031.062500 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -799031.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -799047.625000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -799047.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -799061.375000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -799061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -799070.500000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -799070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -799076.750000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -799076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -799083.187500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -799083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -799088.000000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -799088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -799092.312500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -799092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -799093.437500 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -799093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -799093.437500 Penalty: 4283.036133
	Iteration 33F: 3 clusters Score -799093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Entering Unmasked Estep 
Score: -23164796.000000 Penalty: 2968.855469
	Iteration 0F: 2 clusters Score -2.31648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -23063700.000000 Penalty: 5937.710938
	Iteration 0F: 3 clusters Score -2.30637e+07 nChanged 75826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -23107770.000000 Penalty: 5937.710938
	Iteration 1F: 3 clusters Score -2.310777e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -23109208.000000 Penalty: 5937.710938
	Iteration 2Q: 3 clusters Score -2.310921e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -23111098.000000 Penalty: 5937.710938
	Iteration 3Q: 3 clusters Score -2.31111e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -23114262.000000 Penalty: 5937.710938
	Iteration 4Q: 3 clusters Score -2.311426e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -23118888.000000 Penalty: 5937.710938
	Iteration 5F: 3 clusters Score -2.311889e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -23125966.000000 Penalty: 5937.710938
	Iteration 6F: 3 clusters Score -2.312597e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -23135214.000000 Penalty: 5937.710938
	Iteration 7F: 3 clusters Score -2.313521e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -23144004.000000 Penalty: 5937.710938
	Iteration 8F: 3 clusters Score -2.3144e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -23149382.000000 Penalty: 5937.710938
	Iteration 9F: 3 clusters Score -2.314938e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -23151738.000000 Penalty: 5937.710938
	Iteration 10Q: 3 clusters Score -2.315174e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -23153156.000000 Penalty: 5937.710938
	Iteration 11Q: 3 clusters Score -2.315316e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -23153982.000000 Penalty: 5937.710938
	Iteration 12Q: 3 clusters Score -2.315398e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -23154794.000000 Penalty: 5937.710938
	Iteration 13Q: 3 clusters Score -2.315479e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -23155730.000000 Penalty: 5937.710938
	Iteration 14Q: 3 clusters Score -2.315573e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -23156254.000000 Penalty: 5937.710938
	Iteration 15Q: 3 clusters Score -2.315625e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -23156920.000000 Penalty: 5937.710938
	Iteration 16Q: 3 clusters Score -2.315692e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -23157470.000000 Penalty: 5937.710938
	Iteration 17Q: 3 clusters Score -2.315747e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -23158188.000000 Penalty: 5937.710938
	Iteration 18Q: 3 clusters Score -2.315819e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -23158984.000000 Penalty: 5937.710938
	Iteration 19Q: 3 clusters Score -2.315898e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -23159520.000000 Penalty: 5937.710938
	Iteration 20F: 3 clusters Score -2.315952e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -23160084.000000 Penalty: 5937.710938
	Iteration 21Q: 3 clusters Score -2.316008e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -23160658.000000 Penalty: 5937.710938
	Iteration 22Q: 3 clusters Score -2.316066e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -23161210.000000 Penalty: 5937.710938
	Iteration 23Q: 3 clusters Score -2.316121e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134389 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -23161622.000000 Penalty: 5937.710938
	Iteration 24Q: 3 clusters Score -2.316162e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -23162066.000000 Penalty: 5937.710938
	Iteration 25Q: 3 clusters Score -2.316207e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138822 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -23162430.000000 Penalty: 5937.710938
	Iteration 26Q: 3 clusters Score -2.316243e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -23162714.000000 Penalty: 5937.710938
	Iteration 27Q: 3 clusters Score -2.316271e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142352 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -23163044.000000 Penalty: 5937.710938
	Iteration 28Q: 3 clusters Score -2.316304e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -23163320.000000 Penalty: 5937.710938
	Iteration 29Q: 3 clusters Score -2.316332e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -23163616.000000 Penalty: 5937.710938
	Iteration 30Q: 3 clusters Score -2.316362e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -23163964.000000 Penalty: 5937.710938
	Iteration 31Q: 3 clusters Score -2.316396e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -23164322.000000 Penalty: 5937.710938
	Iteration 32Q: 3 clusters Score -2.316432e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -23164512.000000 Penalty: 5937.710938
	Iteration 33Q: 3 clusters Score -2.316451e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -23164598.000000 Penalty: 5937.710938
	Iteration 34Q: 3 clusters Score -2.31646e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -23164678.000000 Penalty: 5937.710938
	Iteration 35Q: 3 clusters Score -2.316468e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -23164736.000000 Penalty: 5937.710938
	Iteration 36Q: 3 clusters Score -2.316474e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149254 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -23164778.000000 Penalty: 5937.710938
	Iteration 37Q: 3 clusters Score -2.316478e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -23164850.000000 Penalty: 5937.710938
	Iteration 38Q: 3 clusters Score -2.316485e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -23164876.000000 Penalty: 5937.710938
	Iteration 39Q: 3 clusters Score -2.316488e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -23164876.000000 Penalty: 5937.710938
	Iteration 40F: 3 clusters Score -2.316488e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -23164782.000000 Penalty: 5937.710938
	Iteration 41Q: 3 clusters Score -2.316478e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -23164786.000000 Penalty: 5937.710938
	Iteration 42Q: 3 clusters Score -2.316479e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -23164720.000000 Penalty: 5937.710938
	Iteration 43Q: 3 clusters Score -2.316472e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -23164714.000000 Penalty: 5937.710938
	Iteration 44Q: 3 clusters Score -2.316471e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -23164700.000000 Penalty: 5937.710938
	Iteration 45Q: 3 clusters Score -2.31647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -23164680.000000 Penalty: 5937.710938
	Iteration 46Q: 3 clusters Score -2.316468e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -23164634.000000 Penalty: 5937.710938
	Iteration 47Q: 3 clusters Score -2.316463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -23164638.000000 Penalty: 5937.710938
	Iteration 48Q: 3 clusters Score -2.316464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -23164652.000000 Penalty: 5937.710938
	Iteration 49Q: 3 clusters Score -2.316465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -23164670.000000 Penalty: 5937.710938
	Iteration 50Q: 3 clusters Score -2.316467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150324 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -23164692.000000 Penalty: 5937.710938
	Iteration 51Q: 3 clusters Score -2.316469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -23164726.000000 Penalty: 5937.710938
	Iteration 52Q: 3 clusters Score -2.316473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150368 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -23164730.000000 Penalty: 5937.710938
	Iteration 53Q: 3 clusters Score -2.316473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150380 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -23164710.000000 Penalty: 5937.710938
	Iteration 54Q: 3 clusters Score -2.316471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -23164686.000000 Penalty: 5937.710938
	Iteration 55Q: 3 clusters Score -2.316469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -23164696.000000 Penalty: 5937.710938
	Iteration 56Q: 3 clusters Score -2.31647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -23164690.000000 Penalty: 5937.710938
	Iteration 57Q: 3 clusters Score -2.316469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150435 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -23164688.000000 Penalty: 5937.710938
	Iteration 58Q: 3 clusters Score -2.316469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -23164670.000000 Penalty: 5937.710938
	Iteration 59Q: 3 clusters Score -2.316467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -23164688.000000 Penalty: 5937.710938
	Iteration 60F: 3 clusters Score -2.316469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -23164674.000000 Penalty: 5937.710938
	Iteration 61Q: 3 clusters Score -2.316467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -23164674.000000 Penalty: 5937.710938
	Iteration 62Q: 3 clusters Score -2.316467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -23164674.000000 Penalty: 5937.710938
	Iteration 63Q: 3 clusters Score -2.316467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -23164666.000000 Penalty: 5937.710938
	Iteration 64Q: 3 clusters Score -2.316467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -23164658.000000 Penalty: 5937.710938
	Iteration 65Q: 3 clusters Score -2.316466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150509 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -23164656.000000 Penalty: 5937.710938
	Iteration 66Q: 3 clusters Score -2.316466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -23164638.000000 Penalty: 5937.710938
	Iteration 67Q: 3 clusters Score -2.316464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150522 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -23164620.000000 Penalty: 5937.710938
	Iteration 68Q: 3 clusters Score -2.316462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -23164626.000000 Penalty: 5937.710938
	Iteration 69Q: 3 clusters Score -2.316463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -23164630.000000 Penalty: 5937.710938
	Iteration 70Q: 3 clusters Score -2.316463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -23164624.000000 Penalty: 5937.710938
	Iteration 71Q: 3 clusters Score -2.316462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -23164616.000000 Penalty: 5937.710938
	Iteration 72Q: 3 clusters Score -2.316462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150560 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -23164598.000000 Penalty: 5937.710938
	Iteration 73Q: 3 clusters Score -2.31646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -23164596.000000 Penalty: 5937.710938
	Iteration 74Q: 3 clusters Score -2.31646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -23164586.000000 Penalty: 5937.710938
	Iteration 75Q: 3 clusters Score -2.316459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -23164600.000000 Penalty: 5937.710938
	Iteration 76Q: 3 clusters Score -2.31646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -23164602.000000 Penalty: 5937.710938
	Iteration 77Q: 3 clusters Score -2.31646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -23164620.000000 Penalty: 5937.710938
	Iteration 78Q: 3 clusters Score -2.316462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -23164616.000000 Penalty: 5937.710938
	Iteration 79Q: 3 clusters Score -2.316462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150665 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -23164634.000000 Penalty: 5937.710938
	Iteration 80F: 3 clusters Score -2.316463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -23164638.000000 Penalty: 5937.710938
	Iteration 81Q: 3 clusters Score -2.316464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -23164634.000000 Penalty: 5937.710938
	Iteration 82Q: 3 clusters Score -2.316463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150672 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -23164636.000000 Penalty: 5937.710938
	Iteration 83Q: 3 clusters Score -2.316464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -23164626.000000 Penalty: 5937.710938
	Iteration 84Q: 3 clusters Score -2.316463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -23164632.000000 Penalty: 5937.710938
	Iteration 85Q: 3 clusters Score -2.316463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -23164632.000000 Penalty: 5937.710938
	Iteration 86Q: 3 clusters Score -2.316463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -23164616.000000 Penalty: 5937.710938
	Iteration 87Q: 3 clusters Score -2.316462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -23164648.000000 Penalty: 5937.710938
	Iteration 88Q: 3 clusters Score -2.316465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -23164624.000000 Penalty: 5937.710938
	Iteration 89Q: 3 clusters Score -2.316462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -23164628.000000 Penalty: 5937.710938
	Iteration 90Q: 3 clusters Score -2.316463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -23164632.000000 Penalty: 5937.710938
	Iteration 91Q: 3 clusters Score -2.316463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -23164632.000000 Penalty: 5937.710938
	Iteration 92Q: 3 clusters Score -2.316463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -23164644.000000 Penalty: 5937.710938
	Iteration 93Q: 3 clusters Score -2.316464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -23164650.000000 Penalty: 5937.710938
	Iteration 94Q: 3 clusters Score -2.316465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -23164630.000000 Penalty: 5937.710938
	Iteration 95Q: 3 clusters Score -2.316463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -23164654.000000 Penalty: 5937.710938
	Iteration 96Q: 3 clusters Score -2.316465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150762 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -23164632.000000 Penalty: 5937.710938
	Iteration 97Q: 3 clusters Score -2.316463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -23164630.000000 Penalty: 5937.710938
	Iteration 98Q: 3 clusters Score -2.316463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -23164634.000000 Penalty: 5937.710938
	Iteration 99Q: 3 clusters Score -2.316463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -23164644.000000 Penalty: 5937.710938
	Iteration 100F: 3 clusters Score -2.316464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -23164640.000000 Penalty: 5937.710938
	Iteration 101Q: 3 clusters Score -2.316464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -23164640.000000 Penalty: 5937.710938
	Iteration 102F: 3 clusters Score -2.316464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -3124443.750000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -3124444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3109631.500000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -3109632 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3114670.500000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -3114670 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3115043.500000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -3115044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3115341.750000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -3115342 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3115586.500000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -3115586 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3115889.250000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -3115889 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3116227.000000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -3116227 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3116692.750000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -3116693 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3117255.000000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -3117255 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3117932.750000 Penalty: 4938.897461
	Iteration 9F: 3 clusters Score -3117933 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3118786.500000 Penalty: 4938.897461
	Iteration 10F: 3 clusters Score -3118786 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3119759.000000 Penalty: 4938.897461
	Iteration 11F: 3 clusters Score -3119759 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3120686.750000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -3120687 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3121396.750000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -3121397 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3121782.500000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -3121782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3121978.000000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -3121978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3122062.000000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -3122062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3122105.000000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -3122105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3122161.750000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -3122162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3122200.750000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -3122201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3122227.500000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -3122228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3122240.000000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -3122240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3122252.750000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -3122253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3122260.750000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -3122261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3122265.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -3122266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3122270.000000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -3122270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3122273.000000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -3122273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3122273.000000 Penalty: 4938.897461
	Iteration 27F: 3 clusters Score -3122273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Entering Unmasked Estep 
Score: -6523618.500000 Penalty: 2654.310059
	Iteration 0F: 2 clusters Score -6523618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6493543.500000 Penalty: 5308.620117
	Iteration 0F: 3 clusters Score -6493544 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -6504539.000000 Penalty: 5308.620117
	Iteration 1F: 3 clusters Score -6504539 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6505110.500000 Penalty: 5308.620117
	Iteration 2Q: 3 clusters Score -6505110 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -6505668.500000 Penalty: 5308.620117
	Iteration 3Q: 3 clusters Score -6505668 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -6506351.500000 Penalty: 5308.620117
	Iteration 4Q: 3 clusters Score -6506352 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6507226.500000 Penalty: 5308.620117
	Iteration 5Q: 3 clusters Score -6507226 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -6508325.000000 Penalty: 5308.620117
	Iteration 6Q: 3 clusters Score -6508325 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -6509625.000000 Penalty: 5308.620117
	Iteration 7Q: 3 clusters Score -6509625 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -6511004.500000 Penalty: 5308.620117
	Iteration 8F: 3 clusters Score -6511004 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6512473.000000 Penalty: 5308.620117
	Iteration 9F: 3 clusters Score -6512473 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6514109.500000 Penalty: 5308.620117
	Iteration 10F: 3 clusters Score -6514110 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6515564.500000 Penalty: 5308.620117
	Iteration 11Q: 3 clusters Score -6515564 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -6516740.500000 Penalty: 5308.620117
	Iteration 12Q: 3 clusters Score -6516740 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -6517563.000000 Penalty: 5308.620117
	Iteration 13Q: 3 clusters Score -6517563 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6518124.500000 Penalty: 5308.620117
	Iteration 14Q: 3 clusters Score -6518124 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6518510.000000 Penalty: 5308.620117
	Iteration 15Q: 3 clusters Score -6518510 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6518875.000000 Penalty: 5308.620117
	Iteration 16Q: 3 clusters Score -6518875 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6519168.000000 Penalty: 5308.620117
	Iteration 17Q: 3 clusters Score -6519168 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6519402.000000 Penalty: 5308.620117
	Iteration 18Q: 3 clusters Score -6519402 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -6519649.500000 Penalty: 5308.620117
	Iteration 19Q: 3 clusters Score -6519650 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -6519821.500000 Penalty: 5308.620117
	Iteration 20F: 3 clusters Score -6519822 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6519991.500000 Penalty: 5308.620117
	Iteration 21Q: 3 clusters Score -6519992 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6520160.500000 Penalty: 5308.620117
	Iteration 22Q: 3 clusters Score -6520160 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6520289.500000 Penalty: 5308.620117
	Iteration 23Q: 3 clusters Score -6520290 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6520399.500000 Penalty: 5308.620117
	Iteration 24Q: 3 clusters Score -6520400 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6520514.500000 Penalty: 5308.620117
	Iteration 25Q: 3 clusters Score -6520514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6520590.500000 Penalty: 5308.620117
	Iteration 26Q: 3 clusters Score -6520590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6520709.500000 Penalty: 5308.620117
	Iteration 27Q: 3 clusters Score -6520710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6520807.500000 Penalty: 5308.620117
	Iteration 28Q: 3 clusters Score -6520808 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6520889.500000 Penalty: 5308.620117
	Iteration 29Q: 3 clusters Score -6520890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6520988.500000 Penalty: 5308.620117
	Iteration 30Q: 3 clusters Score -6520988 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6521067.000000 Penalty: 5308.620117
	Iteration 31Q: 3 clusters Score -6521067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6521126.500000 Penalty: 5308.620117
	Iteration 32Q: 3 clusters Score -6521126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6521157.000000 Penalty: 5308.620117
	Iteration 33Q: 3 clusters Score -6521157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6521212.000000 Penalty: 5308.620117
	Iteration 34Q: 3 clusters Score -6521212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6521239.500000 Penalty: 5308.620117
	Iteration 35Q: 3 clusters Score -6521240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6521288.500000 Penalty: 5308.620117
	Iteration 36Q: 3 clusters Score -6521288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6521289.000000 Penalty: 5308.620117
	Iteration 37Q: 3 clusters Score -6521289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6521320.000000 Penalty: 5308.620117
	Iteration 38Q: 3 clusters Score -6521320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6521330.000000 Penalty: 5308.620117
	Iteration 39Q: 3 clusters Score -6521330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6521333.000000 Penalty: 5308.620117
	Iteration 40F: 3 clusters Score -6521333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6521345.000000 Penalty: 5308.620117
	Iteration 41Q: 3 clusters Score -6521345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6521360.000000 Penalty: 5308.620117
	Iteration 42Q: 3 clusters Score -6521360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6521378.500000 Penalty: 5308.620117
	Iteration 43Q: 3 clusters Score -6521378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6521378.500000 Penalty: 5308.620117
	Iteration 44Q: 3 clusters Score -6521378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6521383.000000 Penalty: 5308.620117
	Iteration 45Q: 3 clusters Score -6521383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6521385.000000 Penalty: 5308.620117
	Iteration 46Q: 3 clusters Score -6521385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6521394.500000 Penalty: 5308.620117
	Iteration 47Q: 3 clusters Score -6521394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6521390.500000 Penalty: 5308.620117
	Iteration 48Q: 3 clusters Score -6521390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6521396.500000 Penalty: 5308.620117
	Iteration 49Q: 3 clusters Score -6521396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6521406.000000 Penalty: 5308.620117
	Iteration 50Q: 3 clusters Score -6521406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6521405.000000 Penalty: 5308.620117
	Iteration 51Q: 3 clusters Score -6521405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6521402.000000 Penalty: 5308.620117
	Iteration 52Q: 3 clusters Score -6521402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6521412.000000 Penalty: 5308.620117
	Iteration 53Q: 3 clusters Score -6521412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6521407.000000 Penalty: 5308.620117
	Iteration 54Q: 3 clusters Score -6521407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6521415.500000 Penalty: 5308.620117
	Iteration 55Q: 3 clusters Score -6521416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6521416.000000 Penalty: 5308.620117
	Iteration 56Q: 3 clusters Score -6521416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6521415.500000 Penalty: 5308.620117
	Iteration 57Q: 3 clusters Score -6521416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6521420.500000 Penalty: 5308.620117
	Iteration 58Q: 3 clusters Score -6521420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6521423.000000 Penalty: 5308.620117
	Iteration 59Q: 3 clusters Score -6521423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6521423.000000 Penalty: 5308.620117
	Iteration 60F: 3 clusters Score -6521423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1222576.875000 Penalty: 2259.463623
	Iteration 0F: 2 clusters Score -1222577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1215396.750000 Penalty: 4518.927246
	Iteration 0F: 3 clusters Score -1215397 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1217432.250000 Penalty: 4518.927246
	Iteration 1F: 3 clusters Score -1217432 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1217921.750000 Penalty: 4518.927246
	Iteration 2F: 3 clusters Score -1217922 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1218354.875000 Penalty: 4518.927246
	Iteration 3F: 3 clusters Score -1218355 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1218687.750000 Penalty: 4518.927246
	Iteration 4F: 3 clusters Score -1218688 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1218974.000000 Penalty: 4518.927246
	Iteration 5F: 3 clusters Score -1218974 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1219223.625000 Penalty: 4518.927246
	Iteration 6Q: 3 clusters Score -1219224 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1219425.250000 Penalty: 4518.927246
	Iteration 7Q: 3 clusters Score -1219425 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1219618.750000 Penalty: 4518.927246
	Iteration 8Q: 3 clusters Score -1219619 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1219783.875000 Penalty: 4518.927246
	Iteration 9Q: 3 clusters Score -1219784 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1219942.750000 Penalty: 4518.927246
	Iteration 10Q: 3 clusters Score -1219943 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1220116.875000 Penalty: 4518.927246
	Iteration 11Q: 3 clusters Score -1220117 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1220313.750000 Penalty: 4518.927246
	Iteration 12Q: 3 clusters Score -1220314 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1220507.375000 Penalty: 4518.927246
	Iteration 13Q: 3 clusters Score -1220507 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1220684.875000 Penalty: 4518.927246
	Iteration 14Q: 3 clusters Score -1220685 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1220846.625000 Penalty: 4518.927246
	Iteration 15Q: 3 clusters Score -1220847 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1221002.250000 Penalty: 4518.927246
	Iteration 16Q: 3 clusters Score -1221002 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1221152.875000 Penalty: 4518.927246
	Iteration 17Q: 3 clusters Score -1221153 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1221267.250000 Penalty: 4518.927246
	Iteration 18Q: 3 clusters Score -1221267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1221349.500000 Penalty: 4518.927246
	Iteration 19Q: 3 clusters Score -1221350 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1221444.875000 Penalty: 4518.927246
	Iteration 20F: 3 clusters Score -1221445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1221517.250000 Penalty: 4518.927246
	Iteration 21Q: 3 clusters Score -1221517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1221584.125000 Penalty: 4518.927246
	Iteration 22Q: 3 clusters Score -1221584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1221620.000000 Penalty: 4518.927246
	Iteration 23Q: 3 clusters Score -1221620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1221638.375000 Penalty: 4518.927246
	Iteration 24Q: 3 clusters Score -1221638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1221644.500000 Penalty: 4518.927246
	Iteration 25Q: 3 clusters Score -1221644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1221653.375000 Penalty: 4518.927246
	Iteration 26Q: 3 clusters Score -1221653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1221662.250000 Penalty: 4518.927246
	Iteration 27Q: 3 clusters Score -1221662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1221666.625000 Penalty: 4518.927246
	Iteration 28Q: 3 clusters Score -1221667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1221673.000000 Penalty: 4518.927246
	Iteration 29Q: 3 clusters Score -1221673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1221675.500000 Penalty: 4518.927246
	Iteration 30Q: 3 clusters Score -1221676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1221676.375000 Penalty: 4518.927246
	Iteration 31Q: 3 clusters Score -1221676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1221676.500000 Penalty: 4518.927246
	Iteration 32Q: 3 clusters Score -1221676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1221677.250000 Penalty: 4518.927246
	Iteration 33Q: 3 clusters Score -1221677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1221677.125000 Penalty: 4518.927246
	Iteration 34Q: 3 clusters Score -1221677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1221677.125000 Penalty: 4518.927246
	Iteration 35F: 3 clusters Score -1221677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Entering Unmasked Estep 
Score: -6207330.500000 Penalty: 2647.470459
	Iteration 0F: 2 clusters Score -6207330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -6178187.500000 Penalty: 5294.940918
	Iteration 0F: 3 clusters Score -6178188 nChanged 19863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6188958.500000 Penalty: 5294.940918
	Iteration 1F: 3 clusters Score -6188958 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -6189360.500000 Penalty: 5294.940918
	Iteration 2Q: 3 clusters Score -6189360 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -6189691.500000 Penalty: 5294.940918
	Iteration 3Q: 3 clusters Score -6189692 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6189991.500000 Penalty: 5294.940918
	Iteration 4Q: 3 clusters Score -6189992 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6190331.000000 Penalty: 5294.940918
	Iteration 5Q: 3 clusters Score -6190331 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -6190735.500000 Penalty: 5294.940918
	Iteration 6Q: 3 clusters Score -6190736 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6191255.000000 Penalty: 5294.940918
	Iteration 7Q: 3 clusters Score -6191255 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -6192075.000000 Penalty: 5294.940918
	Iteration 8Q: 3 clusters Score -6192075 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6193349.000000 Penalty: 5294.940918
	Iteration 9F: 3 clusters Score -6193349 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -6195456.000000 Penalty: 5294.940918
	Iteration 10F: 3 clusters Score -6195456 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -6198384.000000 Penalty: 5294.940918
	Iteration 11F: 3 clusters Score -6198384 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6201447.500000 Penalty: 5294.940918
	Iteration 12F: 3 clusters Score -6201448 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6203476.000000 Penalty: 5294.940918
	Iteration 13Q: 3 clusters Score -6203476 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6204368.000000 Penalty: 5294.940918
	Iteration 14Q: 3 clusters Score -6204368 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6204698.500000 Penalty: 5294.940918
	Iteration 15Q: 3 clusters Score -6204698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6204848.000000 Penalty: 5294.940918
	Iteration 16Q: 3 clusters Score -6204848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6204905.500000 Penalty: 5294.940918
	Iteration 17Q: 3 clusters Score -6204906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6204927.500000 Penalty: 5294.940918
	Iteration 18Q: 3 clusters Score -6204928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6204945.000000 Penalty: 5294.940918
	Iteration 19Q: 3 clusters Score -6204945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6204952.500000 Penalty: 5294.940918
	Iteration 20F: 3 clusters Score -6204952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6204969.000000 Penalty: 5294.940918
	Iteration 21Q: 3 clusters Score -6204969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6204984.500000 Penalty: 5294.940918
	Iteration 22Q: 3 clusters Score -6204984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6204979.000000 Penalty: 5294.940918
	Iteration 23Q: 3 clusters Score -6204979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6204993.000000 Penalty: 5294.940918
	Iteration 24Q: 3 clusters Score -6204993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6204992.500000 Penalty: 5294.940918
	Iteration 25Q: 3 clusters Score -6204992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6204988.500000 Penalty: 5294.940918
	Iteration 26Q: 3 clusters Score -6204988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6204991.500000 Penalty: 5294.940918
	Iteration 27Q: 3 clusters Score -6204992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6204998.500000 Penalty: 5294.940918
	Iteration 28Q: 3 clusters Score -6204998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6205010.500000 Penalty: 5294.940918
	Iteration 29Q: 3 clusters Score -6205010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6205014.000000 Penalty: 5294.940918
	Iteration 30Q: 3 clusters Score -6205014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6205021.500000 Penalty: 5294.940918
	Iteration 31Q: 3 clusters Score -6205022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6205024.000000 Penalty: 5294.940918
	Iteration 32Q: 3 clusters Score -6205024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6205024.000000 Penalty: 5294.940918
	Iteration 33F: 3 clusters Score -6205024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Entering Unmasked Estep 
Score: -2019099.125000 Penalty: 2398.357910
	Iteration 0F: 2 clusters Score -2019099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2007820.375000 Penalty: 4796.715820
	Iteration 0F: 3 clusters Score -2007820 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2011640.750000 Penalty: 4796.715820
	Iteration 1F: 3 clusters Score -2011641 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2012310.625000 Penalty: 4796.715820
	Iteration 2F: 3 clusters Score -2012311 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2012971.125000 Penalty: 4796.715820
	Iteration 3F: 3 clusters Score -2012971 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2013613.000000 Penalty: 4796.715820
	Iteration 4F: 3 clusters Score -2013613 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2014248.250000 Penalty: 4796.715820
	Iteration 5F: 3 clusters Score -2014248 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2014806.375000 Penalty: 4796.715820
	Iteration 6F: 3 clusters Score -2014806 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2015278.000000 Penalty: 4796.715820
	Iteration 7F: 3 clusters Score -2015278 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2015644.000000 Penalty: 4796.715820
	Iteration 8Q: 3 clusters Score -2015644 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2015958.750000 Penalty: 4796.715820
	Iteration 9Q: 3 clusters Score -2015959 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2016229.625000 Penalty: 4796.715820
	Iteration 10Q: 3 clusters Score -2016230 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2016487.125000 Penalty: 4796.715820
	Iteration 11Q: 3 clusters Score -2016487 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2016755.750000 Penalty: 4796.715820
	Iteration 12Q: 3 clusters Score -2016756 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2016979.875000 Penalty: 4796.715820
	Iteration 13Q: 3 clusters Score -2016980 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2017209.625000 Penalty: 4796.715820
	Iteration 14Q: 3 clusters Score -2017210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2017494.125000 Penalty: 4796.715820
	Iteration 15Q: 3 clusters Score -2017494 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2017738.625000 Penalty: 4796.715820
	Iteration 16Q: 3 clusters Score -2017739 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2017910.875000 Penalty: 4796.715820
	Iteration 17Q: 3 clusters Score -2017911 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2018003.750000 Penalty: 4796.715820
	Iteration 18Q: 3 clusters Score -2018004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2018049.375000 Penalty: 4796.715820
	Iteration 19Q: 3 clusters Score -2018049 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2018092.250000 Penalty: 4796.715820
	Iteration 20F: 3 clusters Score -2018092 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2018132.500000 Penalty: 4796.715820
	Iteration 21Q: 3 clusters Score -2018132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2018148.375000 Penalty: 4796.715820
	Iteration 22Q: 3 clusters Score -2018148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2018164.750000 Penalty: 4796.715820
	Iteration 23Q: 3 clusters Score -2018165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2018182.500000 Penalty: 4796.715820
	Iteration 24Q: 3 clusters Score -2018182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2018196.500000 Penalty: 4796.715820
	Iteration 25Q: 3 clusters Score -2018196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2018196.000000 Penalty: 4796.715820
	Iteration 26Q: 3 clusters Score -2018196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2018209.750000 Penalty: 4796.715820
	Iteration 27Q: 3 clusters Score -2018210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2018209.750000 Penalty: 4796.715820
	Iteration 28Q: 3 clusters Score -2018210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2018226.500000 Penalty: 4796.715820
	Iteration 29Q: 3 clusters Score -2018226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2018239.625000 Penalty: 4796.715820
	Iteration 30Q: 3 clusters Score -2018240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2018258.875000 Penalty: 4796.715820
	Iteration 31Q: 3 clusters Score -2018259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2018270.500000 Penalty: 4796.715820
	Iteration 32Q: 3 clusters Score -2018270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2018307.375000 Penalty: 4796.715820
	Iteration 33Q: 3 clusters Score -2018307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2018344.625000 Penalty: 4796.715820
	Iteration 34Q: 3 clusters Score -2018345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2018406.750000 Penalty: 4796.715820
	Iteration 35Q: 3 clusters Score -2018407 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2018452.750000 Penalty: 4796.715820
	Iteration 36Q: 3 clusters Score -2018453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2018525.875000 Penalty: 4796.715820
	Iteration 37Q: 3 clusters Score -2018526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2018612.875000 Penalty: 4796.715820
	Iteration 38Q: 3 clusters Score -2018613 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2018702.000000 Penalty: 4796.715820
	Iteration 39Q: 3 clusters Score -2018702 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2018801.000000 Penalty: 4796.715820
	Iteration 40F: 3 clusters Score -2018801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2018881.750000 Penalty: 4796.715820
	Iteration 41Q: 3 clusters Score -2018882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2018952.375000 Penalty: 4796.715820
	Iteration 42Q: 3 clusters Score -2018952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2018996.500000 Penalty: 4796.715820
	Iteration 43Q: 3 clusters Score -2018996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2019025.000000 Penalty: 4796.715820
	Iteration 44Q: 3 clusters Score -2019025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2019039.750000 Penalty: 4796.715820
	Iteration 45Q: 3 clusters Score -2019040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2019050.000000 Penalty: 4796.715820
	Iteration 46Q: 3 clusters Score -2019050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2019060.875000 Penalty: 4796.715820
	Iteration 47Q: 3 clusters Score -2019061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2019064.375000 Penalty: 4796.715820
	Iteration 48Q: 3 clusters Score -2019064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2019078.500000 Penalty: 4796.715820
	Iteration 49Q: 3 clusters Score -2019078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2019088.000000 Penalty: 4796.715820
	Iteration 50Q: 3 clusters Score -2019088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2019097.500000 Penalty: 4796.715820
	Iteration 51Q: 3 clusters Score -2019098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2019105.500000 Penalty: 4796.715820
	Iteration 52Q: 3 clusters Score -2019106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2019122.250000 Penalty: 4796.715820
	Iteration 53Q: 3 clusters Score -2019122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2019140.375000 Penalty: 4796.715820
	Iteration 54Q: 3 clusters Score -2019140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2019162.000000 Penalty: 4796.715820
	Iteration 55Q: 3 clusters Score -2019162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2019202.000000 Penalty: 4796.715820
	Iteration 56Q: 3 clusters Score -2019202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2019241.750000 Penalty: 4796.715820
	Iteration 57Q: 3 clusters Score -2019242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2019285.625000 Penalty: 4796.715820
	Iteration 58Q: 3 clusters Score -2019286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2019336.750000 Penalty: 4796.715820
	Iteration 59Q: 3 clusters Score -2019337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2019394.875000 Penalty: 4796.715820
	Iteration 60F: 3 clusters Score -2019395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2019446.625000 Penalty: 4796.715820
	Iteration 61Q: 3 clusters Score -2019447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2019469.750000 Penalty: 4796.715820
	Iteration 62Q: 3 clusters Score -2019470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2019481.750000 Penalty: 4796.715820
	Iteration 63Q: 3 clusters Score -2019482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2019492.625000 Penalty: 4796.715820
	Iteration 64Q: 3 clusters Score -2019493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2019490.000000 Penalty: 4796.715820
	Iteration 65Q: 3 clusters Score -2019490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2019497.625000 Penalty: 4796.715820
	Iteration 66Q: 3 clusters Score -2019498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2019497.875000 Penalty: 4796.715820
	Iteration 67Q: 3 clusters Score -2019498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2019501.500000 Penalty: 4796.715820
	Iteration 68Q: 3 clusters Score -2019502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2019503.000000 Penalty: 4796.715820
	Iteration 69Q: 3 clusters Score -2019503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2019503.750000 Penalty: 4796.715820
	Iteration 70Q: 3 clusters Score -2019504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2019503.125000 Penalty: 4796.715820
	Iteration 71Q: 3 clusters Score -2019503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2019503.750000 Penalty: 4796.715820
	Iteration 72Q: 3 clusters Score -2019504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2019509.375000 Penalty: 4796.715820
	Iteration 73Q: 3 clusters Score -2019509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2019508.125000 Penalty: 4796.715820
	Iteration 74Q: 3 clusters Score -2019508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2019508.125000 Penalty: 4796.715820
	Iteration 75Q: 3 clusters Score -2019508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2019505.875000 Penalty: 4796.715820
	Iteration 76Q: 3 clusters Score -2019506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2019507.125000 Penalty: 4796.715820
	Iteration 77Q: 3 clusters Score -2019507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2019508.250000 Penalty: 4796.715820
	Iteration 78Q: 3 clusters Score -2019508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2019506.500000 Penalty: 4796.715820
	Iteration 79Q: 3 clusters Score -2019506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2019511.500000 Penalty: 4796.715820
	Iteration 80F: 3 clusters Score -2019512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2019512.000000 Penalty: 4796.715820
	Iteration 81Q: 3 clusters Score -2019512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2019512.000000 Penalty: 4796.715820
	Iteration 82F: 3 clusters Score -2019512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 6392 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Mstep: Class 30 contains 9456 members 
Entering Unmasked Estep 
Score: -128946768.000000 Penalty: 102048.265625
Splitting cluster 23 changes total score from -128947304.000000 to -128946768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1621685.875000 Penalty: 2316.920410
	Iteration 0F: 2 clusters Score -1621686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1613138.375000 Penalty: 4633.840820
	Iteration 0F: 3 clusters Score -1613138 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1615601.000000 Penalty: 4633.840820
	Iteration 1F: 3 clusters Score -1615601 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1615894.500000 Penalty: 4633.840820
	Iteration 2F: 3 clusters Score -1615894 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1616145.250000 Penalty: 4633.840820
	Iteration 3Q: 3 clusters Score -1616145 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1616375.250000 Penalty: 4633.840820
	Iteration 4Q: 3 clusters Score -1616375 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1616595.250000 Penalty: 4633.840820
	Iteration 5Q: 3 clusters Score -1616595 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1616802.750000 Penalty: 4633.840820
	Iteration 6Q: 3 clusters Score -1616803 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1617054.375000 Penalty: 4633.840820
	Iteration 7Q: 3 clusters Score -1617054 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1617383.250000 Penalty: 4633.840820
	Iteration 8Q: 3 clusters Score -1617383 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1617765.500000 Penalty: 4633.840820
	Iteration 9F: 3 clusters Score -1617766 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1618187.750000 Penalty: 4633.840820
	Iteration 10F: 3 clusters Score -1618188 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1618648.125000 Penalty: 4633.840820
	Iteration 11F: 3 clusters Score -1618648 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1619044.250000 Penalty: 4633.840820
	Iteration 12Q: 3 clusters Score -1619044 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1619348.250000 Penalty: 4633.840820
	Iteration 13Q: 3 clusters Score -1619348 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1619556.250000 Penalty: 4633.840820
	Iteration 14Q: 3 clusters Score -1619556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1619662.500000 Penalty: 4633.840820
	Iteration 15Q: 3 clusters Score -1619662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1619723.375000 Penalty: 4633.840820
	Iteration 16Q: 3 clusters Score -1619723 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1619760.125000 Penalty: 4633.840820
	Iteration 17Q: 3 clusters Score -1619760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1619788.750000 Penalty: 4633.840820
	Iteration 18Q: 3 clusters Score -1619789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1619812.875000 Penalty: 4633.840820
	Iteration 19Q: 3 clusters Score -1619813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1619833.750000 Penalty: 4633.840820
	Iteration 20F: 3 clusters Score -1619834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1619831.875000 Penalty: 4633.840820
	Iteration 21Q: 3 clusters Score -1619832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1619841.625000 Penalty: 4633.840820
	Iteration 22Q: 3 clusters Score -1619842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1619845.750000 Penalty: 4633.840820
	Iteration 23Q: 3 clusters Score -1619846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1619846.500000 Penalty: 4633.840820
	Iteration 24Q: 3 clusters Score -1619846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1619847.750000 Penalty: 4633.840820
	Iteration 25Q: 3 clusters Score -1619848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1619846.375000 Penalty: 4633.840820
	Iteration 26Q: 3 clusters Score -1619846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1619847.250000 Penalty: 4633.840820
	Iteration 27Q: 3 clusters Score -1619847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1619846.625000 Penalty: 4633.840820
	Iteration 28Q: 3 clusters Score -1619847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1619850.750000 Penalty: 4633.840820
	Iteration 29Q: 3 clusters Score -1619851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1619852.125000 Penalty: 4633.840820
	Iteration 30Q: 3 clusters Score -1619852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1619857.875000 Penalty: 4633.840820
	Iteration 31Q: 3 clusters Score -1619858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1619860.125000 Penalty: 4633.840820
	Iteration 32Q: 3 clusters Score -1619860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1619862.500000 Penalty: 4633.840820
	Iteration 33Q: 3 clusters Score -1619862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1619863.750000 Penalty: 4633.840820
	Iteration 34Q: 3 clusters Score -1619864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1619866.500000 Penalty: 4633.840820
	Iteration 35Q: 3 clusters Score -1619866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1619869.625000 Penalty: 4633.840820
	Iteration 36Q: 3 clusters Score -1619870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1619868.875000 Penalty: 4633.840820
	Iteration 37Q: 3 clusters Score -1619869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1619868.125000 Penalty: 4633.840820
	Iteration 38Q: 3 clusters Score -1619868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1619866.875000 Penalty: 4633.840820
	Iteration 39Q: 3 clusters Score -1619867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1619868.875000 Penalty: 4633.840820
	Iteration 40F: 3 clusters Score -1619869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1619870.625000 Penalty: 4633.840820
	Iteration 41Q: 3 clusters Score -1619871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1619871.000000 Penalty: 4633.840820
	Iteration 42Q: 3 clusters Score -1619871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1619870.375000 Penalty: 4633.840820
	Iteration 43Q: 3 clusters Score -1619870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1619873.750000 Penalty: 4633.840820
	Iteration 44Q: 3 clusters Score -1619874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1619873.250000 Penalty: 4633.840820
	Iteration 45Q: 3 clusters Score -1619873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1619871.375000 Penalty: 4633.840820
	Iteration 46Q: 3 clusters Score -1619871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1619871.375000 Penalty: 4633.840820
	Iteration 47F: 3 clusters Score -1619871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -848908.687500 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -848908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -843894.625000 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -843894.6 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -845149.187500 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -845149.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -845343.062500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -845343.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -845471.875000 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -845471.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -845587.750000 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -845587.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -845684.500000 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -845684.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -845763.562500 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -845763.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -845824.875000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -845824.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -845892.250000 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -845892.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -845945.250000 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -845945.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -846001.937500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -846001.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -846071.625000 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -846071.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -846126.125000 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -846126.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -846174.875000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -846174.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -846216.500000 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -846216.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -846260.000000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -846260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -846306.312500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -846306.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -846359.125000 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -846359.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -846414.937500 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -846414.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -846454.937500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -846454.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -846501.437500 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -846501.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -846548.750000 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -846548.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -846589.250000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -846589.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -846630.750000 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -846630.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -846670.125000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -846670.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -846705.125000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -846705.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -846733.250000 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -846733.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -846762.812500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -846762.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -846790.500000 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -846790.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -846819.875000 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -846819.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -846847.625000 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -846847.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -846885.125000 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -846885.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -846918.125000 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -846918.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -846950.375000 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -846950.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -846972.687500 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -846972.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -846997.312500 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -846997.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -847016.687500 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -847016.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -847030.750000 Penalty: 4304.685547
	Iteration 37Q: 3 clusters Score -847030.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -847044.875000 Penalty: 4304.685547
	Iteration 38Q: 3 clusters Score -847044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -847053.125000 Penalty: 4304.685547
	Iteration 39Q: 3 clusters Score -847053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -847054.750000 Penalty: 4304.685547
	Iteration 40F: 3 clusters Score -847054.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -847061.062500 Penalty: 4304.685547
	Iteration 41Q: 3 clusters Score -847061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -847066.000000 Penalty: 4304.685547
	Iteration 42Q: 3 clusters Score -847066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -847070.875000 Penalty: 4304.685547
	Iteration 43Q: 3 clusters Score -847070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -847073.125000 Penalty: 4304.685547
	Iteration 44Q: 3 clusters Score -847073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -847074.375000 Penalty: 4304.685547
	Iteration 45Q: 3 clusters Score -847074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -847076.000000 Penalty: 4304.685547
	Iteration 46Q: 3 clusters Score -847076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -847079.625000 Penalty: 4304.685547
	Iteration 47Q: 3 clusters Score -847079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -847080.312500 Penalty: 4304.685547
	Iteration 48Q: 3 clusters Score -847080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -847082.375000 Penalty: 4304.685547
	Iteration 49Q: 3 clusters Score -847082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -847086.000000 Penalty: 4304.685547
	Iteration 50Q: 3 clusters Score -847086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -847091.437500 Penalty: 4304.685547
	Iteration 51Q: 3 clusters Score -847091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -847092.937500 Penalty: 4304.685547
	Iteration 52Q: 3 clusters Score -847092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -847095.500000 Penalty: 4304.685547
	Iteration 53Q: 3 clusters Score -847095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -847096.750000 Penalty: 4304.685547
	Iteration 54Q: 3 clusters Score -847096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -847097.125000 Penalty: 4304.685547
	Iteration 55Q: 3 clusters Score -847097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -847097.375000 Penalty: 4304.685547
	Iteration 56Q: 3 clusters Score -847097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -847097.000000 Penalty: 4304.685547
	Iteration 57Q: 3 clusters Score -847097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -847097.000000 Penalty: 4304.685547
	Iteration 58F: 3 clusters Score -847097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Entering Unmasked Estep 
Score: -5110874.500000 Penalty: 2603.449707
	Iteration 0F: 2 clusters Score -5110874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5086253.500000 Penalty: 5206.899414
	Iteration 0F: 3 clusters Score -5086254 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5095356.500000 Penalty: 5206.899414
	Iteration 1F: 3 clusters Score -5095356 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5095982.000000 Penalty: 5206.899414
	Iteration 2Q: 3 clusters Score -5095982 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5096610.000000 Penalty: 5206.899414
	Iteration 3Q: 3 clusters Score -5096610 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -5097411.500000 Penalty: 5206.899414
	Iteration 4Q: 3 clusters Score -5097412 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5098415.500000 Penalty: 5206.899414
	Iteration 5F: 3 clusters Score -5098416 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5099747.000000 Penalty: 5206.899414
	Iteration 6F: 3 clusters Score -5099747 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -5101543.500000 Penalty: 5206.899414
	Iteration 7F: 3 clusters Score -5101544 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5103668.500000 Penalty: 5206.899414
	Iteration 8F: 3 clusters Score -5103668 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5105618.500000 Penalty: 5206.899414
	Iteration 9F: 3 clusters Score -5105618 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5107084.500000 Penalty: 5206.899414
	Iteration 10Q: 3 clusters Score -5107084 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5107964.000000 Penalty: 5206.899414
	Iteration 11Q: 3 clusters Score -5107964 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5108415.500000 Penalty: 5206.899414
	Iteration 12Q: 3 clusters Score -5108416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5108598.000000 Penalty: 5206.899414
	Iteration 13Q: 3 clusters Score -5108598 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5108719.500000 Penalty: 5206.899414
	Iteration 14Q: 3 clusters Score -5108720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5108792.500000 Penalty: 5206.899414
	Iteration 15Q: 3 clusters Score -5108792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5108837.000000 Penalty: 5206.899414
	Iteration 16Q: 3 clusters Score -5108837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5108880.000000 Penalty: 5206.899414
	Iteration 17Q: 3 clusters Score -5108880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5108898.500000 Penalty: 5206.899414
	Iteration 18Q: 3 clusters Score -5108898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5108902.000000 Penalty: 5206.899414
	Iteration 19Q: 3 clusters Score -5108902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5108912.000000 Penalty: 5206.899414
	Iteration 20F: 3 clusters Score -5108912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5108921.000000 Penalty: 5206.899414
	Iteration 21Q: 3 clusters Score -5108921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5108930.000000 Penalty: 5206.899414
	Iteration 22Q: 3 clusters Score -5108930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5108931.500000 Penalty: 5206.899414
	Iteration 23Q: 3 clusters Score -5108932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5108939.500000 Penalty: 5206.899414
	Iteration 24Q: 3 clusters Score -5108940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5108949.500000 Penalty: 5206.899414
	Iteration 25Q: 3 clusters Score -5108950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5108957.000000 Penalty: 5206.899414
	Iteration 26Q: 3 clusters Score -5108957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5108965.500000 Penalty: 5206.899414
	Iteration 27Q: 3 clusters Score -5108966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5108969.000000 Penalty: 5206.899414
	Iteration 28Q: 3 clusters Score -5108969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5108967.000000 Penalty: 5206.899414
	Iteration 29Q: 3 clusters Score -5108967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5108970.500000 Penalty: 5206.899414
	Iteration 30Q: 3 clusters Score -5108970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5108973.000000 Penalty: 5206.899414
	Iteration 31Q: 3 clusters Score -5108973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5108975.500000 Penalty: 5206.899414
	Iteration 32Q: 3 clusters Score -5108976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5108980.500000 Penalty: 5206.899414
	Iteration 33Q: 3 clusters Score -5108980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5108977.500000 Penalty: 5206.899414
	Iteration 34Q: 3 clusters Score -5108978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5108980.500000 Penalty: 5206.899414
	Iteration 35Q: 3 clusters Score -5108980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5108981.000000 Penalty: 5206.899414
	Iteration 36Q: 3 clusters Score -5108981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5108978.500000 Penalty: 5206.899414
	Iteration 37Q: 3 clusters Score -5108978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5108973.000000 Penalty: 5206.899414
	Iteration 38Q: 3 clusters Score -5108973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5108974.000000 Penalty: 5206.899414
	Iteration 39Q: 3 clusters Score -5108974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5108977.500000 Penalty: 5206.899414
	Iteration 40F: 3 clusters Score -5108978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5108982.000000 Penalty: 5206.899414
	Iteration 41Q: 3 clusters Score -5108982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5108982.000000 Penalty: 5206.899414
	Iteration 42F: 3 clusters Score -5108982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -29044.164062 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -29044.16 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 129 members 
Entering Unmasked Estep 
Score: -27893.710938 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27893.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28053.962891 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -28053.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28131.035156 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -28131.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28176.611328 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -28176.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28188.912109 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -28188.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28216.607422 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -28216.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28246.525391 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -28246.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28256.244141 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -28256.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28260.177734 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -28260.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28260.177734 Penalty: 2756.186768
	Iteration 9F: 3 clusters Score -28260.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -86946.484375 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -86946.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85312.265625 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -85312.27 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85584.953125 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -85584.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85760.265625 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -85760.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85946.406250 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -85946.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86222.375000 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -86222.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -86491.218750 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -86491.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -86674.765625 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -86674.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86810.046875 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -86810.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86899.601562 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -86899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -86913.234375 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -86913.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -86913.234375 Penalty: 3232.764893
	Iteration 10F: 3 clusters Score -86913.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (59704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Entering Unmasked Estep 
Score: -8846469.000000 Penalty: 2727.294189
	Iteration 0F: 2 clusters Score -8846469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -8806510.000000 Penalty: 5454.588379
	Iteration 0F: 3 clusters Score -8806510 nChanged 27726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -8821973.000000 Penalty: 5454.588379
	Iteration 1F: 3 clusters Score -8821973 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -8822546.000000 Penalty: 5454.588379
	Iteration 2Q: 3 clusters Score -8822546 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -8822996.000000 Penalty: 5454.588379
	Iteration 3Q: 3 clusters Score -8822996 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -8823633.000000 Penalty: 5454.588379
	Iteration 4Q: 3 clusters Score -8823633 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8824482.000000 Penalty: 5454.588379
	Iteration 5Q: 3 clusters Score -8824482 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -8825623.000000 Penalty: 5454.588379
	Iteration 6Q: 3 clusters Score -8825623 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -8827408.000000 Penalty: 5454.588379
	Iteration 7F: 3 clusters Score -8827408 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8830120.000000 Penalty: 5454.588379
	Iteration 8F: 3 clusters Score -8830120 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8833210.000000 Penalty: 5454.588379
	Iteration 9F: 3 clusters Score -8833210 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -8836055.000000 Penalty: 5454.588379
	Iteration 10F: 3 clusters Score -8836055 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -8838303.000000 Penalty: 5454.588379
	Iteration 11Q: 3 clusters Score -8838303 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -8839964.000000 Penalty: 5454.588379
	Iteration 12Q: 3 clusters Score -8839964 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -8840925.000000 Penalty: 5454.588379
	Iteration 13Q: 3 clusters Score -8840925 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -8841654.000000 Penalty: 5454.588379
	Iteration 14Q: 3 clusters Score -8841654 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -8842151.000000 Penalty: 5454.588379
	Iteration 15Q: 3 clusters Score -8842151 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -8842549.000000 Penalty: 5454.588379
	Iteration 16Q: 3 clusters Score -8842549 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -8842825.000000 Penalty: 5454.588379
	Iteration 17Q: 3 clusters Score -8842825 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8843035.000000 Penalty: 5454.588379
	Iteration 18Q: 3 clusters Score -8843035 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -8843253.000000 Penalty: 5454.588379
	Iteration 19Q: 3 clusters Score -8843253 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -8843427.000000 Penalty: 5454.588379
	Iteration 20F: 3 clusters Score -8843427 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -8843545.000000 Penalty: 5454.588379
	Iteration 21Q: 3 clusters Score -8843545 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -8843664.000000 Penalty: 5454.588379
	Iteration 22Q: 3 clusters Score -8843664 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -8843750.000000 Penalty: 5454.588379
	Iteration 23Q: 3 clusters Score -8843750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -8843809.000000 Penalty: 5454.588379
	Iteration 24Q: 3 clusters Score -8843809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -8843859.000000 Penalty: 5454.588379
	Iteration 25Q: 3 clusters Score -8843859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -8843896.000000 Penalty: 5454.588379
	Iteration 26Q: 3 clusters Score -8843896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -8843941.000000 Penalty: 5454.588379
	Iteration 27Q: 3 clusters Score -8843941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -8843944.000000 Penalty: 5454.588379
	Iteration 28Q: 3 clusters Score -8843944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -8843985.000000 Penalty: 5454.588379
	Iteration 29Q: 3 clusters Score -8843985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -8843992.000000 Penalty: 5454.588379
	Iteration 30Q: 3 clusters Score -8843992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -8844014.000000 Penalty: 5454.588379
	Iteration 31Q: 3 clusters Score -8844014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -8844029.000000 Penalty: 5454.588379
	Iteration 32Q: 3 clusters Score -8844029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -8844048.000000 Penalty: 5454.588379
	Iteration 33Q: 3 clusters Score -8844048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -8844065.000000 Penalty: 5454.588379
	Iteration 34Q: 3 clusters Score -8844065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -8844072.000000 Penalty: 5454.588379
	Iteration 35Q: 3 clusters Score -8844072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -8844087.000000 Penalty: 5454.588379
	Iteration 36Q: 3 clusters Score -8844087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -8844094.000000 Penalty: 5454.588379
	Iteration 37Q: 3 clusters Score -8844094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -8844094.000000 Penalty: 5454.588379
	Iteration 38Q: 3 clusters Score -8844094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -8844110.000000 Penalty: 5454.588379
	Iteration 39Q: 3 clusters Score -8844110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -8844101.000000 Penalty: 5454.588379
	Iteration 40F: 3 clusters Score -8844101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -8844113.000000 Penalty: 5454.588379
	Iteration 41Q: 3 clusters Score -8844113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -8844110.000000 Penalty: 5454.588379
	Iteration 42Q: 3 clusters Score -8844110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -8844117.000000 Penalty: 5454.588379
	Iteration 43Q: 3 clusters Score -8844117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -8844118.000000 Penalty: 5454.588379
	Iteration 44Q: 3 clusters Score -8844118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -8844118.000000 Penalty: 5454.588379
	Iteration 45F: 3 clusters Score -8844118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 200617 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158133 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36235 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947272.000000 Penalty: 98646.656250
Iteration 279Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20317 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158131 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44482 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947280.000000 Penalty: 98646.656250
Iteration 280F: 30 clusters Score -1.289473e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43615 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200621 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158128 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44482 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947256.000000 Penalty: 98646.656250
Iteration 281Q: 30 clusters Score -1.289473e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32739 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158130 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44482 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947208.000000 Penalty: 98646.656250
Iteration 282Q: 30 clusters Score -1.289472e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32739 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158131 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 283Q: 30 clusters Score -1.289472e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32740 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200618 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158135 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947200.000000 Penalty: 98646.656250
Iteration 284Q: 30 clusters Score -1.289472e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32741 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158137 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947184.000000 Penalty: 98646.656250
Iteration 285Q: 30 clusters Score -1.289472e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32744 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158138 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947216.000000 Penalty: 98646.656250
Iteration 286Q: 30 clusters Score -1.289472e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32746 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200619 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158138 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44483 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947200.000000 Penalty: 98646.656250
Iteration 287Q: 30 clusters Score -1.289472e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37048 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158138 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44482 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36233 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 288Q: 30 clusters Score -1.289472e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44481 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 289Q: 30 clusters Score -1.289472e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20319 members 
Mstep: Class 16 contains 200620 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158140 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44479 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947208.000000 Penalty: 98646.656250
Iteration 290Q: 30 clusters Score -1.289472e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32749 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20320 members 
Mstep: Class 16 contains 200621 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158140 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44479 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947224.000000 Penalty: 98646.656250
Iteration 291Q: 30 clusters Score -1.289472e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20321 members 
Mstep: Class 16 contains 200622 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158142 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44478 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947248.000000 Penalty: 98646.656250
Iteration 292Q: 30 clusters Score -1.289472e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37047 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200623 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158141 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947264.000000 Penalty: 98646.656250
Iteration 293Q: 30 clusters Score -1.289473e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200625 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947232.000000 Penalty: 98646.656250
Iteration 294Q: 30 clusters Score -1.289472e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947264.000000 Penalty: 98646.656250
Iteration 295Q: 30 clusters Score -1.289473e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947264.000000 Penalty: 98646.656250
Iteration 296F: 30 clusters Score -1.289473e+08 nChanged 0
Entering ConstructFrom: 
Score: -128947264.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (98790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Entering Unmasked Estep 
Score: -14550472.000000 Penalty: 2852.186279
	Iteration 0F: 2 clusters Score -1.455047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -14484439.000000 Penalty: 5704.372559
	Iteration 0F: 3 clusters Score -1.448444e+07 nChanged 46686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -14510971.000000 Penalty: 5704.372559
	Iteration 1F: 3 clusters Score -1.451097e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -14511641.000000 Penalty: 5704.372559
	Iteration 2Q: 3 clusters Score -1.451164e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -14512312.000000 Penalty: 5704.372559
	Iteration 3Q: 3 clusters Score -1.451231e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -14513050.000000 Penalty: 5704.372559
	Iteration 4Q: 3 clusters Score -1.451305e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -14513950.000000 Penalty: 5704.372559
	Iteration 5Q: 3 clusters Score -1.451395e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -14515355.000000 Penalty: 5704.372559
	Iteration 6Q: 3 clusters Score -1.451536e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -14517491.000000 Penalty: 5704.372559
	Iteration 7Q: 3 clusters Score -1.451749e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -14520706.000000 Penalty: 5704.372559
	Iteration 8F: 3 clusters Score -1.452071e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -14525501.000000 Penalty: 5704.372559
	Iteration 9F: 3 clusters Score -1.45255e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -14531657.000000 Penalty: 5704.372559
	Iteration 10F: 3 clusters Score -1.453166e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -14537390.000000 Penalty: 5704.372559
	Iteration 11F: 3 clusters Score -1.453739e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -14541268.000000 Penalty: 5704.372559
	Iteration 12Q: 3 clusters Score -1.454127e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -14543681.000000 Penalty: 5704.372559
	Iteration 13Q: 3 clusters Score -1.454368e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -14545085.000000 Penalty: 5704.372559
	Iteration 14Q: 3 clusters Score -1.454508e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -14546110.000000 Penalty: 5704.372559
	Iteration 15Q: 3 clusters Score -1.454611e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -14546786.000000 Penalty: 5704.372559
	Iteration 16Q: 3 clusters Score -1.454679e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -14547138.000000 Penalty: 5704.372559
	Iteration 17Q: 3 clusters Score -1.454714e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -14547414.000000 Penalty: 5704.372559
	Iteration 18Q: 3 clusters Score -1.454741e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -14547708.000000 Penalty: 5704.372559
	Iteration 19Q: 3 clusters Score -1.454771e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -14547806.000000 Penalty: 5704.372559
	Iteration 20F: 3 clusters Score -1.454781e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -14547949.000000 Penalty: 5704.372559
	Iteration 21Q: 3 clusters Score -1.454795e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -14548035.000000 Penalty: 5704.372559
	Iteration 22Q: 3 clusters Score -1.454804e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -14548164.000000 Penalty: 5704.372559
	Iteration 23Q: 3 clusters Score -1.454816e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -14548258.000000 Penalty: 5704.372559
	Iteration 24Q: 3 clusters Score -1.454826e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -14548309.000000 Penalty: 5704.372559
	Iteration 25Q: 3 clusters Score -1.454831e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -14548362.000000 Penalty: 5704.372559
	Iteration 26Q: 3 clusters Score -1.454836e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -14548388.000000 Penalty: 5704.372559
	Iteration 27Q: 3 clusters Score -1.454839e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -14548443.000000 Penalty: 5704.372559
	Iteration 28Q: 3 clusters Score -1.454844e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -14548486.000000 Penalty: 5704.372559
	Iteration 29Q: 3 clusters Score -1.454849e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -14548511.000000 Penalty: 5704.372559
	Iteration 30Q: 3 clusters Score -1.454851e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -14548535.000000 Penalty: 5704.372559
	Iteration 31Q: 3 clusters Score -1.454854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -14548545.000000 Penalty: 5704.372559
	Iteration 32Q: 3 clusters Score -1.454854e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -14548568.000000 Penalty: 5704.372559
	Iteration 33Q: 3 clusters Score -1.454857e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -14548587.000000 Penalty: 5704.372559
	Iteration 34Q: 3 clusters Score -1.454859e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -14548613.000000 Penalty: 5704.372559
	Iteration 35Q: 3 clusters Score -1.454861e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14548650.000000 Penalty: 5704.372559
	Iteration 36Q: 3 clusters Score -1.454865e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -14548644.000000 Penalty: 5704.372559
	Iteration 37Q: 3 clusters Score -1.454864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -14548665.000000 Penalty: 5704.372559
	Iteration 38Q: 3 clusters Score -1.454866e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14548674.000000 Penalty: 5704.372559
	Iteration 39Q: 3 clusters Score -1.454867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14548711.000000 Penalty: 5704.372559
	Iteration 40F: 3 clusters Score -1.454871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -14548727.000000 Penalty: 5704.372559
	Iteration 41Q: 3 clusters Score -1.454873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -14548716.000000 Penalty: 5704.372559
	Iteration 42Q: 3 clusters Score -1.454872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -14548715.000000 Penalty: 5704.372559
	Iteration 43Q: 3 clusters Score -1.454872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -14548735.000000 Penalty: 5704.372559
	Iteration 44Q: 3 clusters Score -1.454874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -14548719.000000 Penalty: 5704.372559
	Iteration 45Q: 3 clusters Score -1.454872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14548724.000000 Penalty: 5704.372559
	Iteration 46Q: 3 clusters Score -1.454872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -14548700.000000 Penalty: 5704.372559
	Iteration 47Q: 3 clusters Score -1.45487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -14548731.000000 Penalty: 5704.372559
	Iteration 48Q: 3 clusters Score -1.454873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -14548722.000000 Penalty: 5704.372559
	Iteration 49Q: 3 clusters Score -1.454872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -14548721.000000 Penalty: 5704.372559
	Iteration 50Q: 3 clusters Score -1.454872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -14548715.000000 Penalty: 5704.372559
	Iteration 51Q: 3 clusters Score -1.454872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -14548720.000000 Penalty: 5704.372559
	Iteration 52Q: 3 clusters Score -1.454872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -14548736.000000 Penalty: 5704.372559
	Iteration 53Q: 3 clusters Score -1.454874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -14548746.000000 Penalty: 5704.372559
	Iteration 54Q: 3 clusters Score -1.454875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -14548760.000000 Penalty: 5704.372559
	Iteration 55Q: 3 clusters Score -1.454876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14548748.000000 Penalty: 5704.372559
	Iteration 56Q: 3 clusters Score -1.454875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -14548742.000000 Penalty: 5704.372559
	Iteration 57Q: 3 clusters Score -1.454874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14548733.000000 Penalty: 5704.372559
	Iteration 58Q: 3 clusters Score -1.454873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -14548738.000000 Penalty: 5704.372559
	Iteration 59Q: 3 clusters Score -1.454874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -14548757.000000 Penalty: 5704.372559
	Iteration 60F: 3 clusters Score -1.454876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -14548751.000000 Penalty: 5704.372559
	Iteration 61Q: 3 clusters Score -1.454875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14548758.000000 Penalty: 5704.372559
	Iteration 62Q: 3 clusters Score -1.454876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14548761.000000 Penalty: 5704.372559
	Iteration 63Q: 3 clusters Score -1.454876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -14548759.000000 Penalty: 5704.372559
	Iteration 64Q: 3 clusters Score -1.454876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14548757.000000 Penalty: 5704.372559
	Iteration 65Q: 3 clusters Score -1.454876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14548752.000000 Penalty: 5704.372559
	Iteration 66Q: 3 clusters Score -1.454875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14548753.000000 Penalty: 5704.372559
	Iteration 67Q: 3 clusters Score -1.454875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14548754.000000 Penalty: 5704.372559
	Iteration 68Q: 3 clusters Score -1.454875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14548757.000000 Penalty: 5704.372559
	Iteration 69Q: 3 clusters Score -1.454876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14548768.000000 Penalty: 5704.372559
	Iteration 70Q: 3 clusters Score -1.454877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14548768.000000 Penalty: 5704.372559
	Iteration 71F: 3 clusters Score -1.454877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -106954.367188 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -106954.4 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 452 members 
Entering Unmasked Estep 
Score: -105215.171875 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -105215.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106435.960938 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -106436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106867.867188 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -106867.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -107115.625000 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -107115.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -107259.515625 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -107259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107323.546875 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -107323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -107390.234375 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -107390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -107426.875000 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -107426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -107454.234375 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -107454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -107475.445312 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -107475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -107520.835938 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -107520.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -107557.898438 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -107557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -107601.187500 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -107601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -107691.890625 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -107691.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107849.023438 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -107849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107949.929688 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -107949.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108077.070312 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -108077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108095.164062 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -108095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108099.140625 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -108099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108099.140625 Penalty: 3355.459229
	Iteration 19F: 3 clusters Score -108099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Mstep: Class 30 contains 219 members 
Entering Unmasked Estep 
Score: -128946824.000000 Penalty: 102048.265625
Splitting cluster 2 changes total score from -128947264.000000 to -128946824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (37046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Entering Unmasked Estep 
Score: -5153371.000000 Penalty: 2608.938965
	Iteration 0F: 2 clusters Score -5153371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5128257.000000 Penalty: 5217.877930
	Iteration 0F: 3 clusters Score -5128257 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5137591.000000 Penalty: 5217.877930
	Iteration 1F: 3 clusters Score -5137591 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5138282.000000 Penalty: 5217.877930
	Iteration 2F: 3 clusters Score -5138282 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5139009.500000 Penalty: 5217.877930
	Iteration 3Q: 3 clusters Score -5139010 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5140009.500000 Penalty: 5217.877930
	Iteration 4F: 3 clusters Score -5140010 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5141101.000000 Penalty: 5217.877930
	Iteration 5F: 3 clusters Score -5141101 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5142482.000000 Penalty: 5217.877930
	Iteration 6F: 3 clusters Score -5142482 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5143904.500000 Penalty: 5217.877930
	Iteration 7F: 3 clusters Score -5143904 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5145394.000000 Penalty: 5217.877930
	Iteration 8F: 3 clusters Score -5145394 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5146773.000000 Penalty: 5217.877930
	Iteration 9F: 3 clusters Score -5146773 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5148197.500000 Penalty: 5217.877930
	Iteration 10Q: 3 clusters Score -5148198 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -5149451.500000 Penalty: 5217.877930
	Iteration 11Q: 3 clusters Score -5149452 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -5150301.000000 Penalty: 5217.877930
	Iteration 12Q: 3 clusters Score -5150301 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5150942.500000 Penalty: 5217.877930
	Iteration 13Q: 3 clusters Score -5150942 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5151291.500000 Penalty: 5217.877930
	Iteration 14Q: 3 clusters Score -5151292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5151511.500000 Penalty: 5217.877930
	Iteration 15Q: 3 clusters Score -5151512 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5151636.500000 Penalty: 5217.877930
	Iteration 16Q: 3 clusters Score -5151636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5151756.500000 Penalty: 5217.877930
	Iteration 17Q: 3 clusters Score -5151756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -5151802.500000 Penalty: 5217.877930
	Iteration 18Q: 3 clusters Score -5151802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -5151855.000000 Penalty: 5217.877930
	Iteration 19Q: 3 clusters Score -5151855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5151894.500000 Penalty: 5217.877930
	Iteration 20F: 3 clusters Score -5151894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5151933.500000 Penalty: 5217.877930
	Iteration 21Q: 3 clusters Score -5151934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5151957.500000 Penalty: 5217.877930
	Iteration 22Q: 3 clusters Score -5151958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -5151981.500000 Penalty: 5217.877930
	Iteration 23Q: 3 clusters Score -5151982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5152035.500000 Penalty: 5217.877930
	Iteration 24Q: 3 clusters Score -5152036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5152077.500000 Penalty: 5217.877930
	Iteration 25Q: 3 clusters Score -5152078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5152117.000000 Penalty: 5217.877930
	Iteration 26Q: 3 clusters Score -5152117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5152195.000000 Penalty: 5217.877930
	Iteration 27Q: 3 clusters Score -5152195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5152250.500000 Penalty: 5217.877930
	Iteration 28Q: 3 clusters Score -5152250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5152282.500000 Penalty: 5217.877930
	Iteration 29Q: 3 clusters Score -5152282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5152319.500000 Penalty: 5217.877930
	Iteration 30Q: 3 clusters Score -5152320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5152357.000000 Penalty: 5217.877930
	Iteration 31Q: 3 clusters Score -5152357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -5152375.000000 Penalty: 5217.877930
	Iteration 32Q: 3 clusters Score -5152375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5152382.500000 Penalty: 5217.877930
	Iteration 33Q: 3 clusters Score -5152382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5152393.000000 Penalty: 5217.877930
	Iteration 34Q: 3 clusters Score -5152393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5152409.000000 Penalty: 5217.877930
	Iteration 35Q: 3 clusters Score -5152409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5152416.000000 Penalty: 5217.877930
	Iteration 36Q: 3 clusters Score -5152416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5152420.500000 Penalty: 5217.877930
	Iteration 37Q: 3 clusters Score -5152420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5152423.000000 Penalty: 5217.877930
	Iteration 38Q: 3 clusters Score -5152423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5152424.000000 Penalty: 5217.877930
	Iteration 39Q: 3 clusters Score -5152424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5152436.500000 Penalty: 5217.877930
	Iteration 40F: 3 clusters Score -5152436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5152433.500000 Penalty: 5217.877930
	Iteration 41Q: 3 clusters Score -5152434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5152433.000000 Penalty: 5217.877930
	Iteration 42Q: 3 clusters Score -5152433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5152435.000000 Penalty: 5217.877930
	Iteration 43Q: 3 clusters Score -5152435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5152435.000000 Penalty: 5217.877930
	Iteration 44F: 3 clusters Score -5152435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -223145.421875 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -223145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -220797.562500 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -220797.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -221205.968750 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -221206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -221342.218750 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -221342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221406.828125 Penalty: 3645.537354
	Iteration 3Q: 3 clusters Score -221406.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221448.812500 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -221448.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221476.328125 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -221476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221491.312500 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -221491.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221504.296875 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -221504.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -221510.640625 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -221510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221514.750000 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -221514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221520.187500 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -221520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221526.015625 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -221526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221532.218750 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -221532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221534.765625 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -221534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221536.125000 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -221536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -221537.265625 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -221537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221537.375000 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -221537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221537.375000 Penalty: 3645.537354
	Iteration 17F: 3 clusters Score -221537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -345146.718750 Penalty: 1955.094604
	Iteration 0F: 2 clusters Score -345146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -342122.312500 Penalty: 3910.189209
	Iteration 0F: 3 clusters Score -342122.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -342768.031250 Penalty: 3910.189209
	Iteration 1F: 3 clusters Score -342768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -342962.125000 Penalty: 3910.189209
	Iteration 2F: 3 clusters Score -342962.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -343057.343750 Penalty: 3910.189209
	Iteration 3Q: 3 clusters Score -343057.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -343118.437500 Penalty: 3910.189209
	Iteration 4Q: 3 clusters Score -343118.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -343168.500000 Penalty: 3910.189209
	Iteration 5Q: 3 clusters Score -343168.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -343219.062500 Penalty: 3910.189209
	Iteration 6Q: 3 clusters Score -343219.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343264.531250 Penalty: 3910.189209
	Iteration 7Q: 3 clusters Score -343264.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -343300.562500 Penalty: 3910.189209
	Iteration 8Q: 3 clusters Score -343300.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -343323.468750 Penalty: 3910.189209
	Iteration 9Q: 3 clusters Score -343323.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -343342.937500 Penalty: 3910.189209
	Iteration 10Q: 3 clusters Score -343342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -343351.906250 Penalty: 3910.189209
	Iteration 11Q: 3 clusters Score -343351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -343357.156250 Penalty: 3910.189209
	Iteration 12Q: 3 clusters Score -343357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -343360.375000 Penalty: 3910.189209
	Iteration 13Q: 3 clusters Score -343360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -343363.500000 Penalty: 3910.189209
	Iteration 14Q: 3 clusters Score -343363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -343366.093750 Penalty: 3910.189209
	Iteration 15Q: 3 clusters Score -343366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -343368.312500 Penalty: 3910.189209
	Iteration 16Q: 3 clusters Score -343368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -343371.906250 Penalty: 3910.189209
	Iteration 17Q: 3 clusters Score -343371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -343373.156250 Penalty: 3910.189209
	Iteration 18Q: 3 clusters Score -343373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -343374.250000 Penalty: 3910.189209
	Iteration 19Q: 3 clusters Score -343374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -343374.781250 Penalty: 3910.189209
	Iteration 20F: 3 clusters Score -343374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -343375.562500 Penalty: 3910.189209
	Iteration 21Q: 3 clusters Score -343375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -343378.125000 Penalty: 3910.189209
	Iteration 22Q: 3 clusters Score -343378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -343378.468750 Penalty: 3910.189209
	Iteration 23Q: 3 clusters Score -343378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -343380.781250 Penalty: 3910.189209
	Iteration 24Q: 3 clusters Score -343380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343381.343750 Penalty: 3910.189209
	Iteration 25Q: 3 clusters Score -343381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -343381.718750 Penalty: 3910.189209
	Iteration 26Q: 3 clusters Score -343381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -343382.687500 Penalty: 3910.189209
	Iteration 27Q: 3 clusters Score -343382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -343383.218750 Penalty: 3910.189209
	Iteration 28Q: 3 clusters Score -343383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -343384.875000 Penalty: 3910.189209
	Iteration 29Q: 3 clusters Score -343384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -343391.312500 Penalty: 3910.189209
	Iteration 30Q: 3 clusters Score -343391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -343397.312500 Penalty: 3910.189209
	Iteration 31Q: 3 clusters Score -343397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -343399.500000 Penalty: 3910.189209
	Iteration 32Q: 3 clusters Score -343399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -343402.093750 Penalty: 3910.189209
	Iteration 33Q: 3 clusters Score -343402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343410.812500 Penalty: 3910.189209
	Iteration 34Q: 3 clusters Score -343410.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -343427.906250 Penalty: 3910.189209
	Iteration 35Q: 3 clusters Score -343427.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -343450.812500 Penalty: 3910.189209
	Iteration 36Q: 3 clusters Score -343450.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -343480.812500 Penalty: 3910.189209
	Iteration 37Q: 3 clusters Score -343480.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -343531.093750 Penalty: 3910.189209
	Iteration 38Q: 3 clusters Score -343531.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -343596.843750 Penalty: 3910.189209
	Iteration 39Q: 3 clusters Score -343596.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -343704.031250 Penalty: 3910.189209
	Iteration 40F: 3 clusters Score -343704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -343854.218750 Penalty: 3910.189209
	Iteration 41Q: 3 clusters Score -343854.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -344033.937500 Penalty: 3910.189209
	Iteration 42Q: 3 clusters Score -344033.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -344194.468750 Penalty: 3910.189209
	Iteration 43Q: 3 clusters Score -344194.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -344333.687500 Penalty: 3910.189209
	Iteration 44Q: 3 clusters Score -344333.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -344478.781250 Penalty: 3910.189209
	Iteration 45Q: 3 clusters Score -344478.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -344620.750000 Penalty: 3910.189209
	Iteration 46Q: 3 clusters Score -344620.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344758.562500 Penalty: 3910.189209
	Iteration 47Q: 3 clusters Score -344758.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -344839.156250 Penalty: 3910.189209
	Iteration 48Q: 3 clusters Score -344839.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -344903.906250 Penalty: 3910.189209
	Iteration 49Q: 3 clusters Score -344903.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -344959.468750 Penalty: 3910.189209
	Iteration 50Q: 3 clusters Score -344959.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -345004.187500 Penalty: 3910.189209
	Iteration 51Q: 3 clusters Score -345004.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -345035.187500 Penalty: 3910.189209
	Iteration 52Q: 3 clusters Score -345035.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -345064.062500 Penalty: 3910.189209
	Iteration 53Q: 3 clusters Score -345064.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345088.875000 Penalty: 3910.189209
	Iteration 54Q: 3 clusters Score -345088.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345115.468750 Penalty: 3910.189209
	Iteration 55Q: 3 clusters Score -345115.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -345153.937500 Penalty: 3910.189209
	Iteration 56Q: 3 clusters Score -345153.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -345193.500000 Penalty: 3910.189209
	Iteration 57Q: 3 clusters Score -345193.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -345227.343750 Penalty: 3910.189209
	Iteration 58Q: 3 clusters Score -345227.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -345242.375000 Penalty: 3910.189209
	Iteration 59Q: 3 clusters Score -345242.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -345269.718750 Penalty: 3910.189209
	Iteration 60F: 3 clusters Score -345269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345289.593750 Penalty: 3910.189209
	Iteration 61Q: 3 clusters Score -345289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -345310.062500 Penalty: 3910.189209
	Iteration 62Q: 3 clusters Score -345310.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -345332.531250 Penalty: 3910.189209
	Iteration 63Q: 3 clusters Score -345332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -345340.718750 Penalty: 3910.189209
	Iteration 64Q: 3 clusters Score -345340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -345344.750000 Penalty: 3910.189209
	Iteration 65Q: 3 clusters Score -345344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -345346.750000 Penalty: 3910.189209
	Iteration 66Q: 3 clusters Score -345346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -345349.031250 Penalty: 3910.189209
	Iteration 67Q: 3 clusters Score -345349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -345354.937500 Penalty: 3910.189209
	Iteration 68Q: 3 clusters Score -345354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345354.968750 Penalty: 3910.189209
	Iteration 69Q: 3 clusters Score -345355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -345355.843750 Penalty: 3910.189209
	Iteration 70Q: 3 clusters Score -345355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -345355.531250 Penalty: 3910.189209
	Iteration 71Q: 3 clusters Score -345355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -345356.281250 Penalty: 3910.189209
	Iteration 72Q: 3 clusters Score -345356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -345356.750000 Penalty: 3910.189209
	Iteration 73Q: 3 clusters Score -345356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -345356.750000 Penalty: 3910.189209
	Iteration 74F: 3 clusters Score -345356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Mstep: Class 30 contains 1402 members 
Entering Unmasked Estep 
Score: -128946032.000000 Penalty: 102048.265625
Splitting cluster 5 changes total score from -128947264.000000 to -128946032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Entering Unmasked Estep 
Score: -2875484.500000 Penalty: 2455.357178
	Iteration 0F: 2 clusters Score -2875484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2861546.500000 Penalty: 4910.714355
	Iteration 0F: 3 clusters Score -2861546 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2866260.500000 Penalty: 4910.714355
	Iteration 1F: 3 clusters Score -2866260 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2866706.250000 Penalty: 4910.714355
	Iteration 2F: 3 clusters Score -2866706 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2867135.000000 Penalty: 4910.714355
	Iteration 3F: 3 clusters Score -2867135 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2867682.500000 Penalty: 4910.714355
	Iteration 4F: 3 clusters Score -2867682 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2868426.000000 Penalty: 4910.714355
	Iteration 5F: 3 clusters Score -2868426 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2869425.750000 Penalty: 4910.714355
	Iteration 6F: 3 clusters Score -2869426 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2870519.250000 Penalty: 4910.714355
	Iteration 7F: 3 clusters Score -2870519 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2871546.000000 Penalty: 4910.714355
	Iteration 8F: 3 clusters Score -2871546 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2872316.000000 Penalty: 4910.714355
	Iteration 9Q: 3 clusters Score -2872316 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2872860.500000 Penalty: 4910.714355
	Iteration 10Q: 3 clusters Score -2872860 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2873182.750000 Penalty: 4910.714355
	Iteration 11Q: 3 clusters Score -2873183 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2873381.500000 Penalty: 4910.714355
	Iteration 12Q: 3 clusters Score -2873382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2873501.000000 Penalty: 4910.714355
	Iteration 13Q: 3 clusters Score -2873501 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2873556.250000 Penalty: 4910.714355
	Iteration 14Q: 3 clusters Score -2873556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2873588.500000 Penalty: 4910.714355
	Iteration 15Q: 3 clusters Score -2873588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2873612.250000 Penalty: 4910.714355
	Iteration 16Q: 3 clusters Score -2873612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2873627.000000 Penalty: 4910.714355
	Iteration 17Q: 3 clusters Score -2873627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2873636.750000 Penalty: 4910.714355
	Iteration 18Q: 3 clusters Score -2873637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2873645.500000 Penalty: 4910.714355
	Iteration 19Q: 3 clusters Score -2873646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2873651.000000 Penalty: 4910.714355
	Iteration 20F: 3 clusters Score -2873651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2873655.500000 Penalty: 4910.714355
	Iteration 21Q: 3 clusters Score -2873656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2873660.750000 Penalty: 4910.714355
	Iteration 22Q: 3 clusters Score -2873661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2873662.750000 Penalty: 4910.714355
	Iteration 23Q: 3 clusters Score -2873663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2873665.000000 Penalty: 4910.714355
	Iteration 24Q: 3 clusters Score -2873665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2873668.000000 Penalty: 4910.714355
	Iteration 25Q: 3 clusters Score -2873668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2873672.000000 Penalty: 4910.714355
	Iteration 26Q: 3 clusters Score -2873672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2873676.750000 Penalty: 4910.714355
	Iteration 27Q: 3 clusters Score -2873677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2873677.000000 Penalty: 4910.714355
	Iteration 28Q: 3 clusters Score -2873677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2873678.500000 Penalty: 4910.714355
	Iteration 29Q: 3 clusters Score -2873678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2873678.250000 Penalty: 4910.714355
	Iteration 30Q: 3 clusters Score -2873678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2873678.250000 Penalty: 4910.714355
	Iteration 31F: 3 clusters Score -2873678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -470539.218750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -470539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -467127.906250 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -467127.9 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -467847.843750 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -467847.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -468020.031250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -468020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -468148.406250 Penalty: 4024.556396
	Iteration 3Q: 3 clusters Score -468148.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -468226.906250 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -468226.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -468306.093750 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -468306.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -468377.562500 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -468377.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -468446.125000 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -468446.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -468512.000000 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -468512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -468562.843750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -468562.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -468603.093750 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -468603.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -468649.062500 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -468649.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -468688.375000 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -468688.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -468717.937500 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -468717.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -468751.562500 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -468751.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -468779.781250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -468779.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -468805.812500 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -468805.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -468821.843750 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -468821.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -468834.812500 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -468834.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -468842.562500 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -468842.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -468852.968750 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -468853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -468859.656250 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -468859.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -468865.937500 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -468865.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -468871.156250 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -468871.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -468880.593750 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -468880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -468888.656250 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -468888.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -468895.312500 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -468895.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468904.250000 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -468904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -468911.937500 Penalty: 4024.556396
	Iteration 28Q: 3 clusters Score -468911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -468922.562500 Penalty: 4024.556396
	Iteration 29Q: 3 clusters Score -468922.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -468929.218750 Penalty: 4024.556396
	Iteration 30Q: 3 clusters Score -468929.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -468942.093750 Penalty: 4024.556396
	Iteration 31Q: 3 clusters Score -468942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -468950.375000 Penalty: 4024.556396
	Iteration 32Q: 3 clusters Score -468950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -468957.562500 Penalty: 4024.556396
	Iteration 33Q: 3 clusters Score -468957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -468965.000000 Penalty: 4024.556396
	Iteration 34Q: 3 clusters Score -468965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -468970.156250 Penalty: 4024.556396
	Iteration 35Q: 3 clusters Score -468970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -468974.062500 Penalty: 4024.556396
	Iteration 36Q: 3 clusters Score -468974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -468976.968750 Penalty: 4024.556396
	Iteration 37Q: 3 clusters Score -468977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -468982.656250 Penalty: 4024.556396
	Iteration 38Q: 3 clusters Score -468982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -468989.562500 Penalty: 4024.556396
	Iteration 39Q: 3 clusters Score -468989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -468997.937500 Penalty: 4024.556396
	Iteration 40F: 3 clusters Score -468997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -469003.156250 Penalty: 4024.556396
	Iteration 41Q: 3 clusters Score -469003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -469006.343750 Penalty: 4024.556396
	Iteration 42Q: 3 clusters Score -469006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -469011.593750 Penalty: 4024.556396
	Iteration 43Q: 3 clusters Score -469011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -469014.343750 Penalty: 4024.556396
	Iteration 44Q: 3 clusters Score -469014.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -469019.156250 Penalty: 4024.556396
	Iteration 45Q: 3 clusters Score -469019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -469020.656250 Penalty: 4024.556396
	Iteration 46Q: 3 clusters Score -469020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -469022.593750 Penalty: 4024.556396
	Iteration 47Q: 3 clusters Score -469022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -469025.093750 Penalty: 4024.556396
	Iteration 48Q: 3 clusters Score -469025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -469027.000000 Penalty: 4024.556396
	Iteration 49Q: 3 clusters Score -469027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -469027.781250 Penalty: 4024.556396
	Iteration 50Q: 3 clusters Score -469027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -469028.718750 Penalty: 4024.556396
	Iteration 51Q: 3 clusters Score -469028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -469031.000000 Penalty: 4024.556396
	Iteration 52Q: 3 clusters Score -469031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -469031.687500 Penalty: 4024.556396
	Iteration 53Q: 3 clusters Score -469031.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -469031.687500 Penalty: 4024.556396
	Iteration 54F: 3 clusters Score -469031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -1195737.250000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1195737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1188945.625000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -1188946 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1190807.375000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1190807 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1191070.750000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1191071 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1191310.250000 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -1191310 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1191488.750000 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -1191489 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1191638.875000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -1191639 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1191753.625000 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -1191754 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1191847.750000 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -1191848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1191941.625000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -1191942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1192019.750000 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -1192020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1192096.250000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1192096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1192157.750000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1192158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1192216.750000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1192217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1192274.125000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1192274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1192320.125000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1192320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1192376.625000 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1192377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1192431.375000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1192431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1192490.125000 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1192490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1192530.625000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1192531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1192577.250000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1192577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1192629.750000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1192630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1192690.250000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1192690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1192739.625000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1192740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1192777.875000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1192778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1192805.750000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1192806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1192837.625000 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1192838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1192867.875000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1192868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1192892.375000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1192892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1192924.000000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1192924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1192945.625000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1192946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1192966.250000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1192966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1192985.000000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1192985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1193001.500000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1193002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1193018.875000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1193019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1193036.375000 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1193036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1193052.125000 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1193052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1193059.125000 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -1193059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1193070.875000 Penalty: 4492.828125
	Iteration 37Q: 3 clusters Score -1193071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1193082.625000 Penalty: 4492.828125
	Iteration 38Q: 3 clusters Score -1193083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1193091.500000 Penalty: 4492.828125
	Iteration 39Q: 3 clusters Score -1193092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1193109.000000 Penalty: 4492.828125
	Iteration 40F: 3 clusters Score -1193109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1193126.250000 Penalty: 4492.828125
	Iteration 41Q: 3 clusters Score -1193126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1193148.000000 Penalty: 4492.828125
	Iteration 42Q: 3 clusters Score -1193148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1193173.750000 Penalty: 4492.828125
	Iteration 43Q: 3 clusters Score -1193174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1193199.125000 Penalty: 4492.828125
	Iteration 44Q: 3 clusters Score -1193199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1193218.375000 Penalty: 4492.828125
	Iteration 45Q: 3 clusters Score -1193218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1193233.125000 Penalty: 4492.828125
	Iteration 46Q: 3 clusters Score -1193233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1193259.125000 Penalty: 4492.828125
	Iteration 47Q: 3 clusters Score -1193259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1193284.375000 Penalty: 4492.828125
	Iteration 48Q: 3 clusters Score -1193284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1193309.375000 Penalty: 4492.828125
	Iteration 49Q: 3 clusters Score -1193309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1193329.250000 Penalty: 4492.828125
	Iteration 50Q: 3 clusters Score -1193329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1193348.750000 Penalty: 4492.828125
	Iteration 51Q: 3 clusters Score -1193349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1193377.500000 Penalty: 4492.828125
	Iteration 52Q: 3 clusters Score -1193378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1193401.375000 Penalty: 4492.828125
	Iteration 53Q: 3 clusters Score -1193401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1193422.875000 Penalty: 4492.828125
	Iteration 54Q: 3 clusters Score -1193423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1193439.250000 Penalty: 4492.828125
	Iteration 55Q: 3 clusters Score -1193439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1193453.750000 Penalty: 4492.828125
	Iteration 56Q: 3 clusters Score -1193454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1193469.875000 Penalty: 4492.828125
	Iteration 57Q: 3 clusters Score -1193470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1193487.000000 Penalty: 4492.828125
	Iteration 58Q: 3 clusters Score -1193487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1193499.500000 Penalty: 4492.828125
	Iteration 59Q: 3 clusters Score -1193500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1193512.500000 Penalty: 4492.828125
	Iteration 60F: 3 clusters Score -1193512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1193523.875000 Penalty: 4492.828125
	Iteration 61Q: 3 clusters Score -1193524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1193539.125000 Penalty: 4492.828125
	Iteration 62Q: 3 clusters Score -1193539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1193548.875000 Penalty: 4492.828125
	Iteration 63Q: 3 clusters Score -1193549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1193559.875000 Penalty: 4492.828125
	Iteration 64Q: 3 clusters Score -1193560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1193572.250000 Penalty: 4492.828125
	Iteration 65Q: 3 clusters Score -1193572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1193582.250000 Penalty: 4492.828125
	Iteration 66Q: 3 clusters Score -1193582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1193587.000000 Penalty: 4492.828125
	Iteration 67Q: 3 clusters Score -1193587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1193596.500000 Penalty: 4492.828125
	Iteration 68Q: 3 clusters Score -1193596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1193600.875000 Penalty: 4492.828125
	Iteration 69Q: 3 clusters Score -1193601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1193607.750000 Penalty: 4492.828125
	Iteration 70Q: 3 clusters Score -1193608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1193615.750000 Penalty: 4492.828125
	Iteration 71Q: 3 clusters Score -1193616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1193618.750000 Penalty: 4492.828125
	Iteration 72Q: 3 clusters Score -1193619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1193624.625000 Penalty: 4492.828125
	Iteration 73Q: 3 clusters Score -1193625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1193629.500000 Penalty: 4492.828125
	Iteration 74Q: 3 clusters Score -1193630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1193636.625000 Penalty: 4492.828125
	Iteration 75Q: 3 clusters Score -1193637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1193642.000000 Penalty: 4492.828125
	Iteration 76Q: 3 clusters Score -1193642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1193645.500000 Penalty: 4492.828125
	Iteration 77Q: 3 clusters Score -1193646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1193645.375000 Penalty: 4492.828125
	Iteration 78Q: 3 clusters Score -1193645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1193646.000000 Penalty: 4492.828125
	Iteration 79Q: 3 clusters Score -1193646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1193644.875000 Penalty: 4492.828125
	Iteration 80F: 3 clusters Score -1193645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1193647.875000 Penalty: 4492.828125
	Iteration 81Q: 3 clusters Score -1193648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1193651.250000 Penalty: 4492.828125
	Iteration 82Q: 3 clusters Score -1193651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1193651.250000 Penalty: 4492.828125
	Iteration 83F: 3 clusters Score -1193651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82399.031250 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82399.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80775.757812 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80775.76 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81101.242188 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -81101.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81193.023438 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81193.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81240.937500 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -81240.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81273.132812 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -81273.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81300.257812 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -81300.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81318.289062 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -81318.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81328.968750 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -81328.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81342.140625 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -81342.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81355.804688 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -81355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81365.804688 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -81365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -81379.343750 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -81379.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81395.992188 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -81395.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81414.117188 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -81414.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81436.312500 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -81436.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81466.007812 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -81466.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81527.656250 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -81527.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81573.851562 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -81573.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -81632.101562 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -81632.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -81709.250000 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -81709.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -81768.320312 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -81768.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -81951.898438 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -81951.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82161.468750 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -82161.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82337.742188 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -82337.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82424.328125 Penalty: 3307.441162
	Iteration 24Q: 3 clusters Score -82424.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -82438.960938 Penalty: 3307.441162
	Iteration 25Q: 3 clusters Score -82438.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82468.773438 Penalty: 3307.441162
	Iteration 26Q: 3 clusters Score -82468.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82496.359375 Penalty: 3307.441162
	Iteration 27Q: 3 clusters Score -82496.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82498.265625 Penalty: 3307.441162
	Iteration 28Q: 3 clusters Score -82498.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82534.664062 Penalty: 3307.441162
	Iteration 29F: 3 clusters Score -82534.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82617.296875 Penalty: 3307.441162
	Iteration 30Q: 3 clusters Score -82617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82710.414062 Penalty: 3307.441162
	Iteration 31Q: 3 clusters Score -82710.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82765.406250 Penalty: 3307.441162
	Iteration 32Q: 3 clusters Score -82765.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -82790.851562 Penalty: 3307.441162
	Iteration 33Q: 3 clusters Score -82790.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82792.414062 Penalty: 3307.441162
	Iteration 34Q: 3 clusters Score -82792.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82805.218750 Penalty: 3307.441162
	Iteration 35F: 3 clusters Score -82805.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -82815.921875 Penalty: 3307.441162
	Iteration 36Q: 3 clusters Score -82815.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -82827.046875 Penalty: 3307.441162
	Iteration 37Q: 3 clusters Score -82827.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82830.054688 Penalty: 3307.441162
	Iteration 38Q: 3 clusters Score -82830.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82830.054688 Penalty: 3307.441162
	Iteration 39F: 3 clusters Score -82830.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 115 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Mstep: Class 30 contains 672 members 
Entering Unmasked Estep 
Score: -128946072.000000 Penalty: 102048.265625
Splitting cluster 9 changes total score from -128947264.000000 to -128946072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -368194.593750 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -368194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -365259.656250 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -365259.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -365790.375000 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -365790.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -365900.781250 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -365900.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -365954.750000 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -365954.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -365994.375000 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -365994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366015.531250 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -366015.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366034.500000 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -366034.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -366054.718750 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -366054.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366070.062500 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -366070.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -366091.031250 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -366091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -366116.531250 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -366116.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366134.750000 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -366134.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -366150.187500 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -366150.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366165.687500 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -366165.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366178.187500 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -366178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -366185.750000 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -366185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -366189.187500 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -366189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366191.562500 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -366191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -366192.500000 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -366192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -366193.656250 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -366193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366195.750000 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -366195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2775508.750000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2775509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2761884.250000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2761884 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2766410.250000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2766410 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2766784.750000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2766785 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2767088.250000 Penalty: 4894.946777
	Iteration 3Q: 3 clusters Score -2767088 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2767335.000000 Penalty: 4894.946777
	Iteration 4Q: 3 clusters Score -2767335 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2767607.750000 Penalty: 4894.946777
	Iteration 5Q: 3 clusters Score -2767608 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2767946.250000 Penalty: 4894.946777
	Iteration 6Q: 3 clusters Score -2767946 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2768439.250000 Penalty: 4894.946777
	Iteration 7Q: 3 clusters Score -2768439 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2769148.250000 Penalty: 4894.946777
	Iteration 8F: 3 clusters Score -2769148 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2770089.750000 Penalty: 4894.946777
	Iteration 9F: 3 clusters Score -2770090 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2771080.000000 Penalty: 4894.946777
	Iteration 10F: 3 clusters Score -2771080 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2771957.000000 Penalty: 4894.946777
	Iteration 11Q: 3 clusters Score -2771957 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2772555.250000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -2772555 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2772880.000000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -2772880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2773062.500000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2773062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2773178.500000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2773178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2773243.500000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2773244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2773283.500000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2773284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2773310.500000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2773310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2773320.000000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2773320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2773328.250000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2773328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2773328.500000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2773328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2773334.750000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2773335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2773334.750000 Penalty: 4894.946777
	Iteration 23F: 3 clusters Score -2773335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Entering Unmasked Estep 
Score: -6419429.500000 Penalty: 2649.416992
	Iteration 0F: 2 clusters Score -6419430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -6389911.500000 Penalty: 5298.833984
	Iteration 0F: 3 clusters Score -6389912 nChanged 20096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6400935.500000 Penalty: 5298.833984
	Iteration 1F: 3 clusters Score -6400936 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -6401396.000000 Penalty: 5298.833984
	Iteration 2Q: 3 clusters Score -6401396 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -6401896.000000 Penalty: 5298.833984
	Iteration 3Q: 3 clusters Score -6401896 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -6402467.500000 Penalty: 5298.833984
	Iteration 4Q: 3 clusters Score -6402468 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -6403221.000000 Penalty: 5298.833984
	Iteration 5Q: 3 clusters Score -6403221 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6404096.500000 Penalty: 5298.833984
	Iteration 6Q: 3 clusters Score -6404096 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6405187.500000 Penalty: 5298.833984
	Iteration 7Q: 3 clusters Score -6405188 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -6406481.500000 Penalty: 5298.833984
	Iteration 8Q: 3 clusters Score -6406482 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -6407900.000000 Penalty: 5298.833984
	Iteration 9Q: 3 clusters Score -6407900 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -6409358.500000 Penalty: 5298.833984
	Iteration 10Q: 3 clusters Score -6409358 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -6410750.500000 Penalty: 5298.833984
	Iteration 11Q: 3 clusters Score -6410750 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6411791.500000 Penalty: 5298.833984
	Iteration 12Q: 3 clusters Score -6411792 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6412600.000000 Penalty: 5298.833984
	Iteration 13Q: 3 clusters Score -6412600 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6413270.500000 Penalty: 5298.833984
	Iteration 14Q: 3 clusters Score -6413270 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -6413809.500000 Penalty: 5298.833984
	Iteration 15Q: 3 clusters Score -6413810 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -6414292.000000 Penalty: 5298.833984
	Iteration 16Q: 3 clusters Score -6414292 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6414748.500000 Penalty: 5298.833984
	Iteration 17Q: 3 clusters Score -6414748 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6415192.000000 Penalty: 5298.833984
	Iteration 18Q: 3 clusters Score -6415192 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6415529.000000 Penalty: 5298.833984
	Iteration 19Q: 3 clusters Score -6415529 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6415854.000000 Penalty: 5298.833984
	Iteration 20F: 3 clusters Score -6415854 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6416127.500000 Penalty: 5298.833984
	Iteration 21Q: 3 clusters Score -6416128 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6416345.500000 Penalty: 5298.833984
	Iteration 22Q: 3 clusters Score -6416346 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6416509.500000 Penalty: 5298.833984
	Iteration 23Q: 3 clusters Score -6416510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6416608.000000 Penalty: 5298.833984
	Iteration 24Q: 3 clusters Score -6416608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6416698.500000 Penalty: 5298.833984
	Iteration 25Q: 3 clusters Score -6416698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6416760.000000 Penalty: 5298.833984
	Iteration 26Q: 3 clusters Score -6416760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6416829.500000 Penalty: 5298.833984
	Iteration 27Q: 3 clusters Score -6416830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6416867.000000 Penalty: 5298.833984
	Iteration 28Q: 3 clusters Score -6416867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6416891.500000 Penalty: 5298.833984
	Iteration 29Q: 3 clusters Score -6416892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6416957.000000 Penalty: 5298.833984
	Iteration 30Q: 3 clusters Score -6416957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6416982.000000 Penalty: 5298.833984
	Iteration 31Q: 3 clusters Score -6416982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6416995.500000 Penalty: 5298.833984
	Iteration 32Q: 3 clusters Score -6416996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6417024.000000 Penalty: 5298.833984
	Iteration 33Q: 3 clusters Score -6417024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6417043.500000 Penalty: 5298.833984
	Iteration 34Q: 3 clusters Score -6417044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6417055.500000 Penalty: 5298.833984
	Iteration 35Q: 3 clusters Score -6417056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6417069.500000 Penalty: 5298.833984
	Iteration 36Q: 3 clusters Score -6417070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6417081.500000 Penalty: 5298.833984
	Iteration 37Q: 3 clusters Score -6417082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6417097.500000 Penalty: 5298.833984
	Iteration 38Q: 3 clusters Score -6417098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6417097.500000 Penalty: 5298.833984
	Iteration 39Q: 3 clusters Score -6417098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6417102.500000 Penalty: 5298.833984
	Iteration 40F: 3 clusters Score -6417102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6417105.500000 Penalty: 5298.833984
	Iteration 41Q: 3 clusters Score -6417106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6417105.000000 Penalty: 5298.833984
	Iteration 42Q: 3 clusters Score -6417105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6417107.500000 Penalty: 5298.833984
	Iteration 43Q: 3 clusters Score -6417108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6417115.000000 Penalty: 5298.833984
	Iteration 44Q: 3 clusters Score -6417115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6417114.000000 Penalty: 5298.833984
	Iteration 45Q: 3 clusters Score -6417114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6417117.500000 Penalty: 5298.833984
	Iteration 46Q: 3 clusters Score -6417118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6417129.500000 Penalty: 5298.833984
	Iteration 47Q: 3 clusters Score -6417130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6417128.500000 Penalty: 5298.833984
	Iteration 48Q: 3 clusters Score -6417128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6417133.500000 Penalty: 5298.833984
	Iteration 49Q: 3 clusters Score -6417134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6417133.500000 Penalty: 5298.833984
	Iteration 50Q: 3 clusters Score -6417134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6417136.500000 Penalty: 5298.833984
	Iteration 51Q: 3 clusters Score -6417136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6417142.500000 Penalty: 5298.833984
	Iteration 52Q: 3 clusters Score -6417142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6417146.500000 Penalty: 5298.833984
	Iteration 53Q: 3 clusters Score -6417146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6417155.000000 Penalty: 5298.833984
	Iteration 54Q: 3 clusters Score -6417155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6417149.500000 Penalty: 5298.833984
	Iteration 55Q: 3 clusters Score -6417150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6417152.000000 Penalty: 5298.833984
	Iteration 56Q: 3 clusters Score -6417152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6417154.500000 Penalty: 5298.833984
	Iteration 57Q: 3 clusters Score -6417154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6417154.000000 Penalty: 5298.833984
	Iteration 58Q: 3 clusters Score -6417154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6417154.000000 Penalty: 5298.833984
	Iteration 59F: 3 clusters Score -6417154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Entering Unmasked Estep 
Score: -4838007.500000 Penalty: 2578.355957
	Iteration 0F: 2 clusters Score -4838008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4815619.000000 Penalty: 5156.711914
	Iteration 0F: 3 clusters Score -4815619 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4823601.500000 Penalty: 5156.711914
	Iteration 1F: 3 clusters Score -4823602 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4824094.000000 Penalty: 5156.711914
	Iteration 2Q: 3 clusters Score -4824094 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4824471.500000 Penalty: 5156.711914
	Iteration 3Q: 3 clusters Score -4824472 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4824775.000000 Penalty: 5156.711914
	Iteration 4Q: 3 clusters Score -4824775 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4825037.000000 Penalty: 5156.711914
	Iteration 5Q: 3 clusters Score -4825037 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4825349.500000 Penalty: 5156.711914
	Iteration 6Q: 3 clusters Score -4825350 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4825688.500000 Penalty: 5156.711914
	Iteration 7Q: 3 clusters Score -4825688 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -4826170.500000 Penalty: 5156.711914
	Iteration 8Q: 3 clusters Score -4826170 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4826896.000000 Penalty: 5156.711914
	Iteration 9Q: 3 clusters Score -4826896 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4827964.000000 Penalty: 5156.711914
	Iteration 10F: 3 clusters Score -4827964 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4829271.000000 Penalty: 5156.711914
	Iteration 11F: 3 clusters Score -4829271 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4830844.500000 Penalty: 5156.711914
	Iteration 12F: 3 clusters Score -4830844 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4832406.500000 Penalty: 5156.711914
	Iteration 13F: 3 clusters Score -4832406 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4833640.500000 Penalty: 5156.711914
	Iteration 14Q: 3 clusters Score -4833640 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4834513.000000 Penalty: 5156.711914
	Iteration 15Q: 3 clusters Score -4834513 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4834999.500000 Penalty: 5156.711914
	Iteration 16Q: 3 clusters Score -4835000 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4835293.000000 Penalty: 5156.711914
	Iteration 17Q: 3 clusters Score -4835293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4835440.000000 Penalty: 5156.711914
	Iteration 18Q: 3 clusters Score -4835440 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4835536.500000 Penalty: 5156.711914
	Iteration 19Q: 3 clusters Score -4835536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4835612.000000 Penalty: 5156.711914
	Iteration 20F: 3 clusters Score -4835612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4835647.500000 Penalty: 5156.711914
	Iteration 21Q: 3 clusters Score -4835648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4835687.500000 Penalty: 5156.711914
	Iteration 22Q: 3 clusters Score -4835688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4835701.000000 Penalty: 5156.711914
	Iteration 23Q: 3 clusters Score -4835701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4835702.500000 Penalty: 5156.711914
	Iteration 24Q: 3 clusters Score -4835702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4835716.000000 Penalty: 5156.711914
	Iteration 25Q: 3 clusters Score -4835716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4835719.000000 Penalty: 5156.711914
	Iteration 26Q: 3 clusters Score -4835719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4835731.000000 Penalty: 5156.711914
	Iteration 27Q: 3 clusters Score -4835731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4835729.000000 Penalty: 5156.711914
	Iteration 28Q: 3 clusters Score -4835729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4835734.500000 Penalty: 5156.711914
	Iteration 29Q: 3 clusters Score -4835734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4835736.000000 Penalty: 5156.711914
	Iteration 30Q: 3 clusters Score -4835736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4835733.000000 Penalty: 5156.711914
	Iteration 31Q: 3 clusters Score -4835733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4835737.000000 Penalty: 5156.711914
	Iteration 32Q: 3 clusters Score -4835737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4835735.500000 Penalty: 5156.711914
	Iteration 33Q: 3 clusters Score -4835736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4835734.000000 Penalty: 5156.711914
	Iteration 34Q: 3 clusters Score -4835734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4835734.000000 Penalty: 5156.711914
	Iteration 35F: 3 clusters Score -4835734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -129785.664062 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -129785.7 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 494 members 
Entering Unmasked Estep 
Score: -127879.617188 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -127879.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128290.414062 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -128290.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128686.390625 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -128686.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129241.968750 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -129242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129578.953125 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -129579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -129769.335938 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -129769.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129859.984375 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -129860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129883.515625 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -129883.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129900.390625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -129900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129929.906250 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -129929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129960.046875 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -129960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129965.250000 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -129965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129969.304688 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -129969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129971.398438 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -129971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129976.039062 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -129976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129981.492188 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -129981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129987.601562 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -129987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129993.023438 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -129993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130001.437500 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -130001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130004.406250 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -130004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130008.039062 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -130008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130010.437500 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -130010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130013.281250 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -130013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130013.281250 Penalty: 3416.731934
	Iteration 23F: 3 clusters Score -130013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 19943 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 8588 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 43614 members 
Mstep: Class 13 contains 32748 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 20322 members 
Mstep: Class 16 contains 200626 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 15848 members 
Mstep: Class 24 contains 11412 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 36234 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 59702 members 
Mstep: Class 30 contains 637 members 
Entering Unmasked Estep 
Score: -128945912.000000 Penalty: 102048.265625
Splitting cluster 14 changes total score from -128947264.000000 to -128945912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -2821371.250000 Penalty: 2460.025879
	Iteration 0F: 2 clusters Score -2821371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2807114.500000 Penalty: 4920.051758
	Iteration 0F: 3 clusters Score -2807114 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2812237.000000 Penalty: 4920.051758
	Iteration 1F: 3 clusters Score -2812237 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2812884.000000 Penalty: 4920.051758
	Iteration 2F: 3 clusters Score -2812884 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2813563.500000 Penalty: 4920.051758
	Iteration 3F: 3 clusters Score -2813564 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2814409.250000 Penalty: 4920.051758
	Iteration 4F: 3 clusters Score -2814409 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2815350.500000 Penalty: 4920.051758
	Iteration 5F: 3 clusters Score -2815350 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2816321.000000 Penalty: 4920.051758
	Iteration 6F: 3 clusters Score -2816321 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2817156.250000 Penalty: 4920.051758
	Iteration 7F: 3 clusters Score -2817156 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2817841.500000 Penalty: 4920.051758
	Iteration 8Q: 3 clusters Score -2817842 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2818312.000000 Penalty: 4920.051758
	Iteration 9Q: 3 clusters Score -2818312 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2818620.500000 Penalty: 4920.051758
	Iteration 10Q: 3 clusters Score -2818620 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2818827.000000 Penalty: 4920.051758
	Iteration 11Q: 3 clusters Score -2818827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2818964.000000 Penalty: 4920.051758
	Iteration 12Q: 3 clusters Score -2818964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2819045.500000 Penalty: 4920.051758
	Iteration 13Q: 3 clusters Score -2819046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2819133.250000 Penalty: 4920.051758
	Iteration 14Q: 3 clusters Score -2819133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2819183.750000 Penalty: 4920.051758
	Iteration 15Q: 3 clusters Score -2819184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2819224.500000 Penalty: 4920.051758
	Iteration 16Q: 3 clusters Score -2819224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2819264.000000 Penalty: 4920.051758
	Iteration 17Q: 3 clusters Score -2819264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2819287.000000 Penalty: 4920.051758
	Iteration 18Q: 3 clusters Score -2819287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2819302.750000 Penalty: 4920.051758
	Iteration 19Q: 3 clusters Score -2819303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2819317.500000 Penalty: 4920.051758
	Iteration 20F: 3 clusters Score -2819318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2819334.000000 Penalty: 4920.051758
	Iteration 21Q: 3 clusters Score -2819334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2819340.250000 Penalty: 4920.051758
	Iteration 22Q: 3 clusters Score -2819340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2819351.000000 Penalty: 4920.051758
	Iteration 23Q: 3 clusters Score -2819351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2819362.500000 Penalty: 4920.051758
	Iteration 24Q: 3 clusters Score -2819362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2819370.000000 Penalty: 4920.051758
	Iteration 25Q: 3 clusters Score -2819370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2819377.000000 Penalty: 4920.051758
	Iteration 26Q: 3 clusters Score -2819377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2819379.750000 Penalty: 4920.051758
	Iteration 27Q: 3 clusters Score -2819380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2819379.750000 Penalty: 4920.051758
	Iteration 28F: 3 clusters Score -2819380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200626 members 
Entering Unmasked Estep 
Score: -29374276.000000 Penalty: 3027.881104
	Iteration 0F: 2 clusters Score -2.937428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -29249386.000000 Penalty: 6055.762207
	Iteration 0F: 3 clusters Score -2.924939e+07 nChanged 96721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -29305892.000000 Penalty: 6055.762207
	Iteration 1F: 3 clusters Score -2.930589e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -29306792.000000 Penalty: 6055.762207
	Iteration 2Q: 3 clusters Score -2.930679e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -29307640.000000 Penalty: 6055.762207
	Iteration 3Q: 3 clusters Score -2.930764e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -29308472.000000 Penalty: 6055.762207
	Iteration 4Q: 3 clusters Score -2.930847e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -29309576.000000 Penalty: 6055.762207
	Iteration 5Q: 3 clusters Score -2.930958e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -29311192.000000 Penalty: 6055.762207
	Iteration 6Q: 3 clusters Score -2.931119e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -29313382.000000 Penalty: 6055.762207
	Iteration 7Q: 3 clusters Score -2.931338e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -29317244.000000 Penalty: 6055.762207
	Iteration 8Q: 3 clusters Score -2.931724e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -29322766.000000 Penalty: 6055.762207
	Iteration 9Q: 3 clusters Score -2.932277e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -29330800.000000 Penalty: 6055.762207
	Iteration 10F: 3 clusters Score -2.93308e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -29339942.000000 Penalty: 6055.762207
	Iteration 11F: 3 clusters Score -2.933994e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -29347350.000000 Penalty: 6055.762207
	Iteration 12F: 3 clusters Score -2.934735e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 113399 members 
Entering Unmasked Estep 
Score: -29350544.000000 Penalty: 6055.762207
	Iteration 13Q: 3 clusters Score -2.935054e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -29351868.000000 Penalty: 6055.762207
	Iteration 14Q: 3 clusters Score -2.935187e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -29352114.000000 Penalty: 6055.762207
	Iteration 15Q: 3 clusters Score -2.935211e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -29352454.000000 Penalty: 6055.762207
	Iteration 16Q: 3 clusters Score -2.935245e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 114113 members 
Entering Unmasked Estep 
Score: -29352740.000000 Penalty: 6055.762207
	Iteration 17Q: 3 clusters Score -2.935274e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -29352926.000000 Penalty: 6055.762207
	Iteration 18Q: 3 clusters Score -2.935293e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -29353240.000000 Penalty: 6055.762207
	Iteration 19Q: 3 clusters Score -2.935324e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -29353498.000000 Penalty: 6055.762207
	Iteration 20F: 3 clusters Score -2.93535e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -29353884.000000 Penalty: 6055.762207
	Iteration 21Q: 3 clusters Score -2.935388e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -29354138.000000 Penalty: 6055.762207
	Iteration 22Q: 3 clusters Score -2.935414e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -29354510.000000 Penalty: 6055.762207
	Iteration 23Q: 3 clusters Score -2.935451e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -29355108.000000 Penalty: 6055.762207
	Iteration 24Q: 3 clusters Score -2.935511e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -29355548.000000 Penalty: 6055.762207
	Iteration 25Q: 3 clusters Score -2.935555e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -29355930.000000 Penalty: 6055.762207
	Iteration 26Q: 3 clusters Score -2.935593e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -29356602.000000 Penalty: 6055.762207
	Iteration 27Q: 3 clusters Score -2.93566e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 109181 members 
Entering Unmasked Estep 
Score: -29357118.000000 Penalty: 6055.762207
	Iteration 28Q: 3 clusters Score -2.935712e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -29357464.000000 Penalty: 6055.762207
	Iteration 29Q: 3 clusters Score -2.935746e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -29358000.000000 Penalty: 6055.762207
	Iteration 30Q: 3 clusters Score -2.9358e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -29358368.000000 Penalty: 6055.762207
	Iteration 31Q: 3 clusters Score -2.935837e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -29358922.000000 Penalty: 6055.762207
	Iteration 32Q: 3 clusters Score -2.935892e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -29359344.000000 Penalty: 6055.762207
	Iteration 33Q: 3 clusters Score -2.935934e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -29359870.000000 Penalty: 6055.762207
	Iteration 34Q: 3 clusters Score -2.935987e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -29360170.000000 Penalty: 6055.762207
	Iteration 35Q: 3 clusters Score -2.936017e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -29360348.000000 Penalty: 6055.762207
	Iteration 36Q: 3 clusters Score -2.936035e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -29360468.000000 Penalty: 6055.762207
	Iteration 37Q: 3 clusters Score -2.936047e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -29360588.000000 Penalty: 6055.762207
	Iteration 38Q: 3 clusters Score -2.936059e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -29360726.000000 Penalty: 6055.762207
	Iteration 39Q: 3 clusters Score -2.936073e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -29360780.000000 Penalty: 6055.762207
	Iteration 40F: 3 clusters Score -2.936078e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -29360808.000000 Penalty: 6055.762207
	Iteration 41Q: 3 clusters Score -2.936081e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -29360818.000000 Penalty: 6055.762207
	Iteration 42Q: 3 clusters Score -2.936082e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -29360782.000000 Penalty: 6055.762207
	Iteration 43Q: 3 clusters Score -2.936078e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -29360820.000000 Penalty: 6055.762207
	Iteration 44Q: 3 clusters Score -2.936082e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -29360854.000000 Penalty: 6055.762207
	Iteration 45Q: 3 clusters Score -2.936085e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -29360960.000000 Penalty: 6055.762207
	Iteration 46Q: 3 clusters Score -2.936096e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -29361064.000000 Penalty: 6055.762207
	Iteration 47Q: 3 clusters Score -2.936106e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -29361134.000000 Penalty: 6055.762207
	Iteration 48Q: 3 clusters Score -2.936113e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -29361152.000000 Penalty: 6055.762207
	Iteration 49Q: 3 clusters Score -2.936115e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -29361198.000000 Penalty: 6055.762207
	Iteration 50Q: 3 clusters Score -2.93612e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -29361144.000000 Penalty: 6055.762207
	Iteration 51Q: 3 clusters Score -2.936114e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -29361158.000000 Penalty: 6055.762207
	Iteration 52Q: 3 clusters Score -2.936116e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -29361160.000000 Penalty: 6055.762207
	Iteration 53Q: 3 clusters Score -2.936116e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -29361146.000000 Penalty: 6055.762207
	Iteration 54Q: 3 clusters Score -2.936115e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -29361166.000000 Penalty: 6055.762207
	Iteration 55Q: 3 clusters Score -2.936117e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -29361170.000000 Penalty: 6055.762207
	Iteration 56Q: 3 clusters Score -2.936117e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -29361144.000000 Penalty: 6055.762207
	Iteration 57Q: 3 clusters Score -2.936114e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -29361126.000000 Penalty: 6055.762207
	Iteration 58Q: 3 clusters Score -2.936113e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -29361142.000000 Penalty: 6055.762207
	Iteration 59Q: 3 clusters Score -2.936114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -29361176.000000 Penalty: 6055.762207
	Iteration 60F: 3 clusters Score -2.936118e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -29361176.000000 Penalty: 6055.762207
	Iteration 61Q: 3 clusters Score -2.936118e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -29361174.000000 Penalty: 6055.762207
	Iteration 62Q: 3 clusters Score -2.936117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -29361200.000000 Penalty: 6055.762207
	Iteration 63Q: 3 clusters Score -2.93612e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -29361226.000000 Penalty: 6055.762207
	Iteration 64Q: 3 clusters Score -2.936123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -29361254.000000 Penalty: 6055.762207
	Iteration 65Q: 3 clusters Score -2.936125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -29361264.000000 Penalty: 6055.762207
	Iteration 66Q: 3 clusters Score -2.936126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -29361276.000000 Penalty: 6055.762207
	Iteration 67Q: 3 clusters Score -2.936128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -29361294.000000 Penalty: 6055.762207
	Iteration 68Q: 3 clusters Score -2.936129e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -29361344.000000 Penalty: 6055.762207
	Iteration 69Q: 3 clusters Score -2.936134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -29361358.000000 Penalty: 6055.762207
	Iteration 70Q: 3 clusters Score -2.936136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -29361372.000000 Penalty: 6055.762207
	Iteration 71Q: 3 clusters Score -2.936137e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -29361370.000000 Penalty: 6055.762207
	Iteration 72Q: 3 clusters Score -2.936137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -29361380.000000 Penalty: 6055.762207
	Iteration 73Q: 3 clusters Score -2.936138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -29361386.000000 Penalty: 6055.762207
	Iteration 74Q: 3 clusters Score -2.936139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -29361352.000000 Penalty: 6055.762207
	Iteration 75Q: 3 clusters Score -2.936135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -29361364.000000 Penalty: 6055.762207
	Iteration 76Q: 3 clusters Score -2.936136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -29361334.000000 Penalty: 6055.762207
	Iteration 77Q: 3 clusters Score -2.936133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -29361348.000000 Penalty: 6055.762207
	Iteration 78Q: 3 clusters Score -2.936135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -29361326.000000 Penalty: 6055.762207
	Iteration 79Q: 3 clusters Score -2.936133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -29361310.000000 Penalty: 6055.762207
	Iteration 80F: 3 clusters Score -2.936131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -29361312.000000 Penalty: 6055.762207
	Iteration 81Q: 3 clusters Score -2.936131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -29361322.000000 Penalty: 6055.762207
	Iteration 82Q: 3 clusters Score -2.936132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -29361310.000000 Penalty: 6055.762207
	Iteration 83Q: 3 clusters Score -2.936131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -29361332.000000 Penalty: 6055.762207
	Iteration 84Q: 3 clusters Score -2.936133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -29361350.000000 Penalty: 6055.762207
	Iteration 85Q: 3 clusters Score -2.936135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -29361344.000000 Penalty: 6055.762207
	Iteration 86Q: 3 clusters Score -2.936134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -29361330.000000 Penalty: 6055.762207
	Iteration 87Q: 3 clusters Score -2.936133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -29361354.000000 Penalty: 6055.762207
	Iteration 88Q: 3 clusters Score -2.936135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -29361354.000000 Penalty: 6055.762207
	Iteration 89Q: 3 clusters Score -2.936135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -29361336.000000 Penalty: 6055.762207
	Iteration 90Q: 3 clusters Score -2.936134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -29361344.000000 Penalty: 6055.762207
	Iteration 91Q: 3 clusters Score -2.936134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -29361340.000000 Penalty: 6055.762207
	Iteration 92Q: 3 clusters Score -2.936134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -29361320.000000 Penalty: 6055.762207
	Iteration 93Q: 3 clusters Score -2.936132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -29361326.000000 Penalty: 6055.762207
	Iteration 94Q: 3 clusters Score -2.936133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -29361326.000000 Penalty: 6055.762207
	Iteration 95Q: 3 clusters Score -2.936133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -29361342.000000 Penalty: 6055.762207
	Iteration 96Q: 3 clusters Score -2.936134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -29361324.000000 Penalty: 6055.762207
	Iteration 97Q: 3 clusters Score -2.936132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -29361314.000000 Penalty: 6055.762207
	Iteration 98Q: 3 clusters Score -2.936131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -29361320.000000 Penalty: 6055.762207
	Iteration 99Q: 3 clusters Score -2.936132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -29361338.000000 Penalty: 6055.762207
	Iteration 100F: 3 clusters Score -2.936134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -29361350.000000 Penalty: 6055.762207
	Iteration 101Q: 3 clusters Score -2.936135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -29361360.000000 Penalty: 6055.762207
	Iteration 102Q: 3 clusters Score -2.936136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -29361344.000000 Penalty: 6055.762207
	Iteration 103Q: 3 clusters Score -2.936134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -29361342.000000 Penalty: 6055.762207
	Iteration 104Q: 3 clusters Score -2.936134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -29361340.000000 Penalty: 6055.762207
	Iteration 105Q: 3 clusters Score -2.936134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -29361340.000000 Penalty: 6055.762207
	Iteration 106Q: 3 clusters Score -2.936134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -29361332.000000 Penalty: 6055.762207
	Iteration 107Q: 3 clusters Score -2.936133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -29361346.000000 Penalty: 6055.762207
	Iteration 108Q: 3 clusters Score -2.936135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -29361352.000000 Penalty: 6055.762207
	Iteration 109Q: 3 clusters Score -2.936135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -29361352.000000 Penalty: 6055.762207
	Iteration 110Q: 3 clusters Score -2.936135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -29361346.000000 Penalty: 6055.762207
	Iteration 111Q: 3 clusters Score -2.936135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -29361350.000000 Penalty: 6055.762207
	Iteration 112Q: 3 clusters Score -2.936135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -29361350.000000 Penalty: 6055.762207
	Iteration 113F: 3 clusters Score -2.936135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -800405.125000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -800405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -795533.000000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -795533 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -796782.812500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -796782.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -797174.125000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -797174.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -797526.312500 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -797526.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -797802.812500 Penalty: 4283.036133
	Iteration 4F: 3 clusters Score -797802.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -798055.750000 Penalty: 4283.036133
	Iteration 5F: 3 clusters Score -798055.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -798291.625000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -798291.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -798458.687500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -798458.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -798573.375000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -798573.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -798671.062500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -798671.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -798739.125000 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -798739.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -798789.937500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -798789.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -798824.437500 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -798824.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -798857.437500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -798857.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -798887.812500 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -798887.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -798911.937500 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -798911.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -798928.812500 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -798928.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -798943.250000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -798943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -798957.312500 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -798957.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -798968.437500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -798968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -798980.812500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -798980.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -798993.125000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -798993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -799001.625000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -799001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -799007.500000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -799007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -799010.125000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -799010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -799012.812500 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -799012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -799019.375000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -799019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -799026.187500 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -799026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -799033.375000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -799033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -799036.812500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -799036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -799044.750000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -799044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -799045.937500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -799045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -799047.500000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -799047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -799048.937500 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -799048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -799049.312500 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -799049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -799049.937500 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -799049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -799050.875000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -799050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -799051.812500 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -799051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -799052.000000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -799052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -799054.750000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -799054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -799056.000000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -799056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -799056.625000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -799056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -799056.812500 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -799056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -799058.437500 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -799058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -799058.437500 Penalty: 4283.036133
	Iteration 44F: 3 clusters Score -799058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Entering Unmasked Estep 
Score: -23165648.000000 Penalty: 2968.864990
	Iteration 0F: 2 clusters Score -2.316565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -23064510.000000 Penalty: 5937.729980
	Iteration 0F: 3 clusters Score -2.306451e+07 nChanged 75771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -23108734.000000 Penalty: 5937.729980
	Iteration 1F: 3 clusters Score -2.310873e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -23109984.000000 Penalty: 5937.729980
	Iteration 2Q: 3 clusters Score -2.310998e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -23111414.000000 Penalty: 5937.729980
	Iteration 3Q: 3 clusters Score -2.311141e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -23113892.000000 Penalty: 5937.729980
	Iteration 4Q: 3 clusters Score -2.311389e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -23117638.000000 Penalty: 5937.729980
	Iteration 5F: 3 clusters Score -2.311764e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -23124484.000000 Penalty: 5937.729980
	Iteration 6F: 3 clusters Score -2.312448e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -23134740.000000 Penalty: 5937.729980
	Iteration 7F: 3 clusters Score -2.313474e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 136320 members 
Entering Unmasked Estep 
Score: -23146240.000000 Penalty: 5937.729980
	Iteration 8F: 3 clusters Score -2.314624e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -23155812.000000 Penalty: 5937.729980
	Iteration 9F: 3 clusters Score -2.315581e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 152893 members 
Entering Unmasked Estep 
Score: -23160724.000000 Penalty: 5937.729980
	Iteration 10Q: 3 clusters Score -2.316072e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -23162500.000000 Penalty: 5937.729980
	Iteration 11Q: 3 clusters Score -2.31625e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -23163264.000000 Penalty: 5937.729980
	Iteration 12Q: 3 clusters Score -2.316326e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -23163670.000000 Penalty: 5937.729980
	Iteration 13Q: 3 clusters Score -2.316367e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -23163854.000000 Penalty: 5937.729980
	Iteration 14Q: 3 clusters Score -2.316385e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -23163948.000000 Penalty: 5937.729980
	Iteration 15Q: 3 clusters Score -2.316395e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 156595 members 
Entering Unmasked Estep 
Score: -23164028.000000 Penalty: 5937.729980
	Iteration 16Q: 3 clusters Score -2.316403e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -23164050.000000 Penalty: 5937.729980
	Iteration 17Q: 3 clusters Score -2.316405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -23164110.000000 Penalty: 5937.729980
	Iteration 18Q: 3 clusters Score -2.316411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -23164170.000000 Penalty: 5937.729980
	Iteration 19Q: 3 clusters Score -2.316417e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -23164186.000000 Penalty: 5937.729980
	Iteration 20F: 3 clusters Score -2.316419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -23164206.000000 Penalty: 5937.729980
	Iteration 21Q: 3 clusters Score -2.316421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -23164180.000000 Penalty: 5937.729980
	Iteration 22Q: 3 clusters Score -2.316418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -23164204.000000 Penalty: 5937.729980
	Iteration 23Q: 3 clusters Score -2.31642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -23164192.000000 Penalty: 5937.729980
	Iteration 24Q: 3 clusters Score -2.316419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -23164200.000000 Penalty: 5937.729980
	Iteration 25Q: 3 clusters Score -2.31642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 156618 members 
Entering Unmasked Estep 
Score: -23164198.000000 Penalty: 5937.729980
	Iteration 26Q: 3 clusters Score -2.31642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -23164202.000000 Penalty: 5937.729980
	Iteration 27Q: 3 clusters Score -2.31642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 156621 members 
Entering Unmasked Estep 
Score: -23164196.000000 Penalty: 5937.729980
	Iteration 28Q: 3 clusters Score -2.31642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -23164204.000000 Penalty: 5937.729980
	Iteration 29Q: 3 clusters Score -2.31642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -23164196.000000 Penalty: 5937.729980
	Iteration 30Q: 3 clusters Score -2.31642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -23164206.000000 Penalty: 5937.729980
	Iteration 31Q: 3 clusters Score -2.316421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -23164210.000000 Penalty: 5937.729980
	Iteration 32Q: 3 clusters Score -2.316421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 156616 members 
Entering Unmasked Estep 
Score: -23164204.000000 Penalty: 5937.729980
	Iteration 33Q: 3 clusters Score -2.31642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -23164218.000000 Penalty: 5937.729980
	Iteration 34Q: 3 clusters Score -2.316422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -23164218.000000 Penalty: 5937.729980
	Iteration 35F: 3 clusters Score -2.316422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -3124443.750000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -3124444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3109648.000000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -3109648 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3114554.250000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -3114554 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3114949.250000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -3114949 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3115279.250000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -3115279 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3115572.750000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -3115573 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3115828.750000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -3115829 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3116093.500000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -3116094 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3116344.750000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -3116345 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3116619.750000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -3116620 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3116979.500000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -3116980 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3117443.500000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -3117444 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3117966.750000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -3117967 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3118512.000000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -3118512 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3119135.000000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -3119135 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3119695.750000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -3119696 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3120170.250000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -3120170 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3120539.500000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -3120540 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3120801.000000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -3120801 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3121014.250000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -3121014 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3121211.000000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -3121211 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3121353.750000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -3121354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3121462.000000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -3121462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3121551.750000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -3121552 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3121610.000000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -3121610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3121671.750000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -3121672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3121742.500000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -3121742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3121788.750000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -3121789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3121830.000000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -3121830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3121870.500000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -3121870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3121930.750000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -3121931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3121974.000000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -3121974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3122008.500000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -3122008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3122042.250000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -3122042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3122069.250000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -3122069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3122080.250000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -3122080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3122091.750000 Penalty: 4938.897461
	Iteration 35Q: 3 clusters Score -3122092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3122103.250000 Penalty: 4938.897461
	Iteration 36Q: 3 clusters Score -3122103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3122120.750000 Penalty: 4938.897461
	Iteration 37Q: 3 clusters Score -3122121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3122137.000000 Penalty: 4938.897461
	Iteration 38Q: 3 clusters Score -3122137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3122150.000000 Penalty: 4938.897461
	Iteration 39Q: 3 clusters Score -3122150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3122168.000000 Penalty: 4938.897461
	Iteration 40F: 3 clusters Score -3122168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3122178.750000 Penalty: 4938.897461
	Iteration 41Q: 3 clusters Score -3122179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3122193.000000 Penalty: 4938.897461
	Iteration 42Q: 3 clusters Score -3122193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3122210.000000 Penalty: 4938.897461
	Iteration 43Q: 3 clusters Score -3122210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3122223.000000 Penalty: 4938.897461
	Iteration 44Q: 3 clusters Score -3122223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3122238.500000 Penalty: 4938.897461
	Iteration 45Q: 3 clusters Score -3122238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3122242.750000 Penalty: 4938.897461
	Iteration 46Q: 3 clusters Score -3122243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3122249.750000 Penalty: 4938.897461
	Iteration 47Q: 3 clusters Score -3122250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3122257.250000 Penalty: 4938.897461
	Iteration 48Q: 3 clusters Score -3122257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3122263.750000 Penalty: 4938.897461
	Iteration 49Q: 3 clusters Score -3122264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3122266.250000 Penalty: 4938.897461
	Iteration 50Q: 3 clusters Score -3122266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3122263.000000 Penalty: 4938.897461
	Iteration 51Q: 3 clusters Score -3122263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3122263.000000 Penalty: 4938.897461
	Iteration 52Q: 3 clusters Score -3122263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3122264.500000 Penalty: 4938.897461
	Iteration 53Q: 3 clusters Score -3122264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3122266.000000 Penalty: 4938.897461
	Iteration 54Q: 3 clusters Score -3122266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3122266.000000 Penalty: 4938.897461
	Iteration 55F: 3 clusters Score -3122266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Entering Unmasked Estep 
Score: -6522765.000000 Penalty: 2654.276367
	Iteration 0F: 2 clusters Score -6522765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6492853.500000 Penalty: 5308.552734
	Iteration 0F: 3 clusters Score -6492854 nChanged 20417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -6504154.500000 Penalty: 5308.552734
	Iteration 1F: 3 clusters Score -6504154 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6504871.500000 Penalty: 5308.552734
	Iteration 2Q: 3 clusters Score -6504872 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -6505623.000000 Penalty: 5308.552734
	Iteration 3Q: 3 clusters Score -6505623 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6506668.500000 Penalty: 5308.552734
	Iteration 4Q: 3 clusters Score -6506668 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -6507928.500000 Penalty: 5308.552734
	Iteration 5Q: 3 clusters Score -6507928 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -6509446.500000 Penalty: 5308.552734
	Iteration 6Q: 3 clusters Score -6509446 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6510845.500000 Penalty: 5308.552734
	Iteration 7F: 3 clusters Score -6510846 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6512176.500000 Penalty: 5308.552734
	Iteration 8F: 3 clusters Score -6512176 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -6513436.000000 Penalty: 5308.552734
	Iteration 9Q: 3 clusters Score -6513436 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -6514663.500000 Penalty: 5308.552734
	Iteration 10Q: 3 clusters Score -6514664 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -6515673.000000 Penalty: 5308.552734
	Iteration 11Q: 3 clusters Score -6515673 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6516448.000000 Penalty: 5308.552734
	Iteration 12Q: 3 clusters Score -6516448 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -6516994.500000 Penalty: 5308.552734
	Iteration 13Q: 3 clusters Score -6516994 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -6517388.000000 Penalty: 5308.552734
	Iteration 14Q: 3 clusters Score -6517388 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6517662.500000 Penalty: 5308.552734
	Iteration 15Q: 3 clusters Score -6517662 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -6517885.000000 Penalty: 5308.552734
	Iteration 16Q: 3 clusters Score -6517885 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -6518125.000000 Penalty: 5308.552734
	Iteration 17Q: 3 clusters Score -6518125 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -6518318.500000 Penalty: 5308.552734
	Iteration 18Q: 3 clusters Score -6518318 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -6518494.500000 Penalty: 5308.552734
	Iteration 19Q: 3 clusters Score -6518494 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6518664.500000 Penalty: 5308.552734
	Iteration 20F: 3 clusters Score -6518664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -6518792.000000 Penalty: 5308.552734
	Iteration 21Q: 3 clusters Score -6518792 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6518890.000000 Penalty: 5308.552734
	Iteration 22Q: 3 clusters Score -6518890 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -6518946.500000 Penalty: 5308.552734
	Iteration 23Q: 3 clusters Score -6518946 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -6519048.000000 Penalty: 5308.552734
	Iteration 24Q: 3 clusters Score -6519048 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -6519116.000000 Penalty: 5308.552734
	Iteration 25Q: 3 clusters Score -6519116 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6519193.500000 Penalty: 5308.552734
	Iteration 26Q: 3 clusters Score -6519194 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -6519240.500000 Penalty: 5308.552734
	Iteration 27Q: 3 clusters Score -6519240 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -6519307.500000 Penalty: 5308.552734
	Iteration 28Q: 3 clusters Score -6519308 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -6519384.000000 Penalty: 5308.552734
	Iteration 29Q: 3 clusters Score -6519384 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -6519424.000000 Penalty: 5308.552734
	Iteration 30Q: 3 clusters Score -6519424 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -6519485.500000 Penalty: 5308.552734
	Iteration 31Q: 3 clusters Score -6519486 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6519558.000000 Penalty: 5308.552734
	Iteration 32Q: 3 clusters Score -6519558 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -6519596.000000 Penalty: 5308.552734
	Iteration 33Q: 3 clusters Score -6519596 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6519704.000000 Penalty: 5308.552734
	Iteration 34Q: 3 clusters Score -6519704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -6519796.000000 Penalty: 5308.552734
	Iteration 35Q: 3 clusters Score -6519796 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -6519920.000000 Penalty: 5308.552734
	Iteration 36Q: 3 clusters Score -6519920 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -6520036.000000 Penalty: 5308.552734
	Iteration 37Q: 3 clusters Score -6520036 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -6520161.500000 Penalty: 5308.552734
	Iteration 38Q: 3 clusters Score -6520162 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6520311.500000 Penalty: 5308.552734
	Iteration 39Q: 3 clusters Score -6520312 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6520526.000000 Penalty: 5308.552734
	Iteration 40F: 3 clusters Score -6520526 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -6520735.000000 Penalty: 5308.552734
	Iteration 41Q: 3 clusters Score -6520735 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6520929.500000 Penalty: 5308.552734
	Iteration 42Q: 3 clusters Score -6520930 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -6521089.000000 Penalty: 5308.552734
	Iteration 43Q: 3 clusters Score -6521089 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6521244.000000 Penalty: 5308.552734
	Iteration 44Q: 3 clusters Score -6521244 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6521399.500000 Penalty: 5308.552734
	Iteration 45Q: 3 clusters Score -6521400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6521502.500000 Penalty: 5308.552734
	Iteration 46Q: 3 clusters Score -6521502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -6521574.500000 Penalty: 5308.552734
	Iteration 47Q: 3 clusters Score -6521574 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -6521622.000000 Penalty: 5308.552734
	Iteration 48Q: 3 clusters Score -6521622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6521671.000000 Penalty: 5308.552734
	Iteration 49Q: 3 clusters Score -6521671 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6521688.500000 Penalty: 5308.552734
	Iteration 50Q: 3 clusters Score -6521688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6521699.500000 Penalty: 5308.552734
	Iteration 51Q: 3 clusters Score -6521700 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -6521720.000000 Penalty: 5308.552734
	Iteration 52Q: 3 clusters Score -6521720 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6521722.500000 Penalty: 5308.552734
	Iteration 53Q: 3 clusters Score -6521722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6521722.500000 Penalty: 5308.552734
	Iteration 54Q: 3 clusters Score -6521722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -6521722.000000 Penalty: 5308.552734
	Iteration 55Q: 3 clusters Score -6521722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6521721.000000 Penalty: 5308.552734
	Iteration 56Q: 3 clusters Score -6521721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -6521743.500000 Penalty: 5308.552734
	Iteration 57Q: 3 clusters Score -6521744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -6521741.500000 Penalty: 5308.552734
	Iteration 58Q: 3 clusters Score -6521742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6521754.500000 Penalty: 5308.552734
	Iteration 59Q: 3 clusters Score -6521754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -6521766.000000 Penalty: 5308.552734
	Iteration 60F: 3 clusters Score -6521766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6521774.500000 Penalty: 5308.552734
	Iteration 61Q: 3 clusters Score -6521774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -6521788.000000 Penalty: 5308.552734
	Iteration 62Q: 3 clusters Score -6521788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -6521795.500000 Penalty: 5308.552734
	Iteration 63Q: 3 clusters Score -6521796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6521806.500000 Penalty: 5308.552734
	Iteration 64Q: 3 clusters Score -6521806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6521805.500000 Penalty: 5308.552734
	Iteration 65Q: 3 clusters Score -6521806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -6521804.000000 Penalty: 5308.552734
	Iteration 66Q: 3 clusters Score -6521804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -6521798.500000 Penalty: 5308.552734
	Iteration 67Q: 3 clusters Score -6521798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6521803.000000 Penalty: 5308.552734
	Iteration 68Q: 3 clusters Score -6521803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -6521804.000000 Penalty: 5308.552734
	Iteration 69Q: 3 clusters Score -6521804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -6521810.500000 Penalty: 5308.552734
	Iteration 70Q: 3 clusters Score -6521810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6521809.000000 Penalty: 5308.552734
	Iteration 71Q: 3 clusters Score -6521809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6521811.500000 Penalty: 5308.552734
	Iteration 72Q: 3 clusters Score -6521812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6521802.000000 Penalty: 5308.552734
	Iteration 73Q: 3 clusters Score -6521802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -6521797.500000 Penalty: 5308.552734
	Iteration 74Q: 3 clusters Score -6521798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6521793.500000 Penalty: 5308.552734
	Iteration 75Q: 3 clusters Score -6521794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -6521800.000000 Penalty: 5308.552734
	Iteration 76Q: 3 clusters Score -6521800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6521803.000000 Penalty: 5308.552734
	Iteration 77Q: 3 clusters Score -6521803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6521800.000000 Penalty: 5308.552734
	Iteration 78Q: 3 clusters Score -6521800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -6521803.500000 Penalty: 5308.552734
	Iteration 79Q: 3 clusters Score -6521804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6521800.500000 Penalty: 5308.552734
	Iteration 80F: 3 clusters Score -6521800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6521793.000000 Penalty: 5308.552734
	Iteration 81Q: 3 clusters Score -6521793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -6521792.000000 Penalty: 5308.552734
	Iteration 82Q: 3 clusters Score -6521792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -6521793.500000 Penalty: 5308.552734
	Iteration 83Q: 3 clusters Score -6521794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -6521799.500000 Penalty: 5308.552734
	Iteration 84Q: 3 clusters Score -6521800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -6521799.500000 Penalty: 5308.552734
	Iteration 85Q: 3 clusters Score -6521800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -6521794.500000 Penalty: 5308.552734
	Iteration 86Q: 3 clusters Score -6521794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -6521794.500000 Penalty: 5308.552734
	Iteration 87F: 3 clusters Score -6521794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1222576.875000 Penalty: 2259.463623
	Iteration 0F: 2 clusters Score -1222577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1215483.750000 Penalty: 4518.927246
	Iteration 0F: 3 clusters Score -1215484 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1217819.125000 Penalty: 4518.927246
	Iteration 1F: 3 clusters Score -1217819 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1218509.875000 Penalty: 4518.927246
	Iteration 2F: 3 clusters Score -1218510 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1219167.500000 Penalty: 4518.927246
	Iteration 3F: 3 clusters Score -1219168 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1219725.375000 Penalty: 4518.927246
	Iteration 4F: 3 clusters Score -1219725 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1220153.250000 Penalty: 4518.927246
	Iteration 5F: 3 clusters Score -1220153 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1220500.375000 Penalty: 4518.927246
	Iteration 6Q: 3 clusters Score -1220500 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1220765.250000 Penalty: 4518.927246
	Iteration 7Q: 3 clusters Score -1220765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1220958.750000 Penalty: 4518.927246
	Iteration 8Q: 3 clusters Score -1220959 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1221091.375000 Penalty: 4518.927246
	Iteration 9Q: 3 clusters Score -1221091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1221195.375000 Penalty: 4518.927246
	Iteration 10Q: 3 clusters Score -1221195 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1221282.000000 Penalty: 4518.927246
	Iteration 11Q: 3 clusters Score -1221282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1221362.000000 Penalty: 4518.927246
	Iteration 12Q: 3 clusters Score -1221362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1221417.625000 Penalty: 4518.927246
	Iteration 13Q: 3 clusters Score -1221418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1221461.500000 Penalty: 4518.927246
	Iteration 14Q: 3 clusters Score -1221462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1221488.000000 Penalty: 4518.927246
	Iteration 15Q: 3 clusters Score -1221488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1221504.000000 Penalty: 4518.927246
	Iteration 16Q: 3 clusters Score -1221504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1221517.250000 Penalty: 4518.927246
	Iteration 17Q: 3 clusters Score -1221517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1221525.875000 Penalty: 4518.927246
	Iteration 18Q: 3 clusters Score -1221526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1221531.750000 Penalty: 4518.927246
	Iteration 19Q: 3 clusters Score -1221532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1221539.125000 Penalty: 4518.927246
	Iteration 20F: 3 clusters Score -1221539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1221546.625000 Penalty: 4518.927246
	Iteration 21Q: 3 clusters Score -1221547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1221550.875000 Penalty: 4518.927246
	Iteration 22Q: 3 clusters Score -1221551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1221552.375000 Penalty: 4518.927246
	Iteration 23Q: 3 clusters Score -1221552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1221555.375000 Penalty: 4518.927246
	Iteration 24Q: 3 clusters Score -1221555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1221557.000000 Penalty: 4518.927246
	Iteration 25Q: 3 clusters Score -1221557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1221559.250000 Penalty: 4518.927246
	Iteration 26Q: 3 clusters Score -1221559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1221558.750000 Penalty: 4518.927246
	Iteration 27Q: 3 clusters Score -1221559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1221562.750000 Penalty: 4518.927246
	Iteration 28Q: 3 clusters Score -1221563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1221563.125000 Penalty: 4518.927246
	Iteration 29Q: 3 clusters Score -1221563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1221567.000000 Penalty: 4518.927246
	Iteration 30Q: 3 clusters Score -1221567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1221569.750000 Penalty: 4518.927246
	Iteration 31Q: 3 clusters Score -1221570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1221573.875000 Penalty: 4518.927246
	Iteration 32Q: 3 clusters Score -1221574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1221576.000000 Penalty: 4518.927246
	Iteration 33Q: 3 clusters Score -1221576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1221575.875000 Penalty: 4518.927246
	Iteration 34Q: 3 clusters Score -1221576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1221578.625000 Penalty: 4518.927246
	Iteration 35Q: 3 clusters Score -1221579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1221581.875000 Penalty: 4518.927246
	Iteration 36Q: 3 clusters Score -1221582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1221586.875000 Penalty: 4518.927246
	Iteration 37Q: 3 clusters Score -1221587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1221589.625000 Penalty: 4518.927246
	Iteration 38Q: 3 clusters Score -1221590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1221592.250000 Penalty: 4518.927246
	Iteration 39Q: 3 clusters Score -1221592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1221593.250000 Penalty: 4518.927246
	Iteration 40F: 3 clusters Score -1221593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Entering Unmasked Estep 
Score: -6207331.500000 Penalty: 2647.470459
	Iteration 0F: 2 clusters Score -6207332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -6178130.500000 Penalty: 5294.940918
	Iteration 0F: 3 clusters Score -6178130 nChanged 19878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -6188988.000000 Penalty: 5294.940918
	Iteration 1F: 3 clusters Score -6188988 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6189385.000000 Penalty: 5294.940918
	Iteration 2Q: 3 clusters Score -6189385 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -6189786.500000 Penalty: 5294.940918
	Iteration 3Q: 3 clusters Score -6189786 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -6190229.500000 Penalty: 5294.940918
	Iteration 4Q: 3 clusters Score -6190230 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -6190791.500000 Penalty: 5294.940918
	Iteration 5Q: 3 clusters Score -6190792 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6191624.500000 Penalty: 5294.940918
	Iteration 6Q: 3 clusters Score -6191624 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -6192791.500000 Penalty: 5294.940918
	Iteration 7F: 3 clusters Score -6192792 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -6194560.000000 Penalty: 5294.940918
	Iteration 8F: 3 clusters Score -6194560 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6196728.500000 Penalty: 5294.940918
	Iteration 9F: 3 clusters Score -6196728 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6198961.000000 Penalty: 5294.940918
	Iteration 10F: 3 clusters Score -6198961 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6200823.000000 Penalty: 5294.940918
	Iteration 11F: 3 clusters Score -6200823 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6202499.000000 Penalty: 5294.940918
	Iteration 12Q: 3 clusters Score -6202499 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6203794.500000 Penalty: 5294.940918
	Iteration 13Q: 3 clusters Score -6203794 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6204454.000000 Penalty: 5294.940918
	Iteration 14Q: 3 clusters Score -6204454 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6204738.500000 Penalty: 5294.940918
	Iteration 15Q: 3 clusters Score -6204738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6204869.500000 Penalty: 5294.940918
	Iteration 16Q: 3 clusters Score -6204870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6204920.500000 Penalty: 5294.940918
	Iteration 17Q: 3 clusters Score -6204920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6204959.000000 Penalty: 5294.940918
	Iteration 18Q: 3 clusters Score -6204959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6204979.500000 Penalty: 5294.940918
	Iteration 19Q: 3 clusters Score -6204980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6204987.000000 Penalty: 5294.940918
	Iteration 20F: 3 clusters Score -6204987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6205003.000000 Penalty: 5294.940918
	Iteration 21Q: 3 clusters Score -6205003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6205008.500000 Penalty: 5294.940918
	Iteration 22Q: 3 clusters Score -6205008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6205004.500000 Penalty: 5294.940918
	Iteration 23Q: 3 clusters Score -6205004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6205016.500000 Penalty: 5294.940918
	Iteration 24Q: 3 clusters Score -6205016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6205026.500000 Penalty: 5294.940918
	Iteration 25Q: 3 clusters Score -6205026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6205034.500000 Penalty: 5294.940918
	Iteration 26Q: 3 clusters Score -6205034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6205041.000000 Penalty: 5294.940918
	Iteration 27Q: 3 clusters Score -6205041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6205046.000000 Penalty: 5294.940918
	Iteration 28Q: 3 clusters Score -6205046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6205047.500000 Penalty: 5294.940918
	Iteration 29Q: 3 clusters Score -6205048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6205047.500000 Penalty: 5294.940918
	Iteration 30F: 3 clusters Score -6205048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Entering Unmasked Estep 
Score: -2019099.125000 Penalty: 2398.357910
	Iteration 0F: 2 clusters Score -2019099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2007787.000000 Penalty: 4796.715820
	Iteration 0F: 3 clusters Score -2007787 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2011979.750000 Penalty: 4796.715820
	Iteration 1F: 3 clusters Score -2011980 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2012931.250000 Penalty: 4796.715820
	Iteration 2F: 3 clusters Score -2012931 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2013947.000000 Penalty: 4796.715820
	Iteration 3F: 3 clusters Score -2013947 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2014911.375000 Penalty: 4796.715820
	Iteration 4F: 3 clusters Score -2014911 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2015622.250000 Penalty: 4796.715820
	Iteration 5F: 3 clusters Score -2015622 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2016145.750000 Penalty: 4796.715820
	Iteration 6F: 3 clusters Score -2016146 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2016548.000000 Penalty: 4796.715820
	Iteration 7Q: 3 clusters Score -2016548 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2016810.875000 Penalty: 4796.715820
	Iteration 8Q: 3 clusters Score -2016811 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2017015.875000 Penalty: 4796.715820
	Iteration 9Q: 3 clusters Score -2017016 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2017157.875000 Penalty: 4796.715820
	Iteration 10Q: 3 clusters Score -2017158 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2017281.750000 Penalty: 4796.715820
	Iteration 11Q: 3 clusters Score -2017282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2017396.625000 Penalty: 4796.715820
	Iteration 12Q: 3 clusters Score -2017397 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2017487.875000 Penalty: 4796.715820
	Iteration 13Q: 3 clusters Score -2017488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2017547.375000 Penalty: 4796.715820
	Iteration 14Q: 3 clusters Score -2017547 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2017601.250000 Penalty: 4796.715820
	Iteration 15Q: 3 clusters Score -2017601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2017663.125000 Penalty: 4796.715820
	Iteration 16Q: 3 clusters Score -2017663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2017747.125000 Penalty: 4796.715820
	Iteration 17Q: 3 clusters Score -2017747 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2017857.125000 Penalty: 4796.715820
	Iteration 18Q: 3 clusters Score -2017857 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2017967.250000 Penalty: 4796.715820
	Iteration 19Q: 3 clusters Score -2017967 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2018087.875000 Penalty: 4796.715820
	Iteration 20F: 3 clusters Score -2018088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2018218.750000 Penalty: 4796.715820
	Iteration 21Q: 3 clusters Score -2018219 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2018322.000000 Penalty: 4796.715820
	Iteration 22Q: 3 clusters Score -2018322 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2018416.875000 Penalty: 4796.715820
	Iteration 23Q: 3 clusters Score -2018417 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2018483.000000 Penalty: 4796.715820
	Iteration 24Q: 3 clusters Score -2018483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2018510.625000 Penalty: 4796.715820
	Iteration 25Q: 3 clusters Score -2018511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2018531.625000 Penalty: 4796.715820
	Iteration 26Q: 3 clusters Score -2018532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2018536.500000 Penalty: 4796.715820
	Iteration 27Q: 3 clusters Score -2018536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2018549.500000 Penalty: 4796.715820
	Iteration 28Q: 3 clusters Score -2018550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2018556.125000 Penalty: 4796.715820
	Iteration 29Q: 3 clusters Score -2018556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2018563.125000 Penalty: 4796.715820
	Iteration 30Q: 3 clusters Score -2018563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2018569.750000 Penalty: 4796.715820
	Iteration 31Q: 3 clusters Score -2018570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2018569.750000 Penalty: 4796.715820
	Iteration 32Q: 3 clusters Score -2018570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2018571.250000 Penalty: 4796.715820
	Iteration 33Q: 3 clusters Score -2018571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2018575.500000 Penalty: 4796.715820
	Iteration 34Q: 3 clusters Score -2018576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2018576.000000 Penalty: 4796.715820
	Iteration 35Q: 3 clusters Score -2018576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2018579.875000 Penalty: 4796.715820
	Iteration 36Q: 3 clusters Score -2018580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2018573.125000 Penalty: 4796.715820
	Iteration 37Q: 3 clusters Score -2018573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2018572.625000 Penalty: 4796.715820
	Iteration 38Q: 3 clusters Score -2018573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2018576.000000 Penalty: 4796.715820
	Iteration 39Q: 3 clusters Score -2018576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2018573.750000 Penalty: 4796.715820
	Iteration 40F: 3 clusters Score -2018574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2018576.875000 Penalty: 4796.715820
	Iteration 41Q: 3 clusters Score -2018577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2018578.000000 Penalty: 4796.715820
	Iteration 42Q: 3 clusters Score -2018578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2018578.000000 Penalty: 4796.715820
	Iteration 43F: 3 clusters Score -2018578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1621685.875000 Penalty: 2316.920410
	Iteration 0F: 2 clusters Score -1621686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1613111.375000 Penalty: 4633.840820
	Iteration 0F: 3 clusters Score -1613111 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1615650.250000 Penalty: 4633.840820
	Iteration 1F: 3 clusters Score -1615650 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1615992.875000 Penalty: 4633.840820
	Iteration 2F: 3 clusters Score -1615993 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1616215.000000 Penalty: 4633.840820
	Iteration 3F: 3 clusters Score -1616215 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1616391.500000 Penalty: 4633.840820
	Iteration 4Q: 3 clusters Score -1616392 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1616593.500000 Penalty: 4633.840820
	Iteration 5Q: 3 clusters Score -1616594 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1616864.000000 Penalty: 4633.840820
	Iteration 6Q: 3 clusters Score -1616864 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1617262.375000 Penalty: 4633.840820
	Iteration 7F: 3 clusters Score -1617262 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1617795.500000 Penalty: 4633.840820
	Iteration 8F: 3 clusters Score -1617796 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1618364.625000 Penalty: 4633.840820
	Iteration 9F: 3 clusters Score -1618365 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1618870.000000 Penalty: 4633.840820
	Iteration 10F: 3 clusters Score -1618870 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1619229.875000 Penalty: 4633.840820
	Iteration 11Q: 3 clusters Score -1619230 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1619439.625000 Penalty: 4633.840820
	Iteration 12Q: 3 clusters Score -1619440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1619567.750000 Penalty: 4633.840820
	Iteration 13Q: 3 clusters Score -1619568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1619657.750000 Penalty: 4633.840820
	Iteration 14Q: 3 clusters Score -1619658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1619711.000000 Penalty: 4633.840820
	Iteration 15Q: 3 clusters Score -1619711 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1619749.500000 Penalty: 4633.840820
	Iteration 16Q: 3 clusters Score -1619750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1619762.375000 Penalty: 4633.840820
	Iteration 17Q: 3 clusters Score -1619762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1619769.250000 Penalty: 4633.840820
	Iteration 18Q: 3 clusters Score -1619769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1619785.500000 Penalty: 4633.840820
	Iteration 19Q: 3 clusters Score -1619786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1619792.250000 Penalty: 4633.840820
	Iteration 20F: 3 clusters Score -1619792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1619799.750000 Penalty: 4633.840820
	Iteration 21Q: 3 clusters Score -1619800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1619804.125000 Penalty: 4633.840820
	Iteration 22Q: 3 clusters Score -1619804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1619811.250000 Penalty: 4633.840820
	Iteration 23Q: 3 clusters Score -1619811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1619811.250000 Penalty: 4633.840820
	Iteration 24Q: 3 clusters Score -1619811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1619813.125000 Penalty: 4633.840820
	Iteration 25Q: 3 clusters Score -1619813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1619812.625000 Penalty: 4633.840820
	Iteration 26Q: 3 clusters Score -1619813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1619812.625000 Penalty: 4633.840820
	Iteration 27Q: 3 clusters Score -1619813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1619812.625000 Penalty: 4633.840820
	Iteration 28Q: 3 clusters Score -1619813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1619812.500000 Penalty: 4633.840820
	Iteration 29Q: 3 clusters Score -1619812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1619819.875000 Penalty: 4633.840820
	Iteration 30Q: 3 clusters Score -1619820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1619822.000000 Penalty: 4633.840820
	Iteration 31Q: 3 clusters Score -1619822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1619822.500000 Penalty: 4633.840820
	Iteration 32Q: 3 clusters Score -1619822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1619823.000000 Penalty: 4633.840820
	Iteration 33Q: 3 clusters Score -1619823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1619822.000000 Penalty: 4633.840820
	Iteration 34Q: 3 clusters Score -1619822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1619822.875000 Penalty: 4633.840820
	Iteration 35Q: 3 clusters Score -1619823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1619821.250000 Penalty: 4633.840820
	Iteration 36Q: 3 clusters Score -1619821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1619822.375000 Penalty: 4633.840820
	Iteration 37Q: 3 clusters Score -1619822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1619823.375000 Penalty: 4633.840820
	Iteration 38Q: 3 clusters Score -1619823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1619823.375000 Penalty: 4633.840820
	Iteration 39Q: 3 clusters Score -1619823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1619828.875000 Penalty: 4633.840820
	Iteration 40F: 3 clusters Score -1619829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1619824.125000 Penalty: 4633.840820
	Iteration 41Q: 3 clusters Score -1619824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1619826.375000 Penalty: 4633.840820
	Iteration 42Q: 3 clusters Score -1619826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1619826.375000 Penalty: 4633.840820
	Iteration 43Q: 3 clusters Score -1619826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1619828.375000 Penalty: 4633.840820
	Iteration 44Q: 3 clusters Score -1619828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1619824.500000 Penalty: 4633.840820
	Iteration 45Q: 3 clusters Score -1619824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1619825.875000 Penalty: 4633.840820
	Iteration 46Q: 3 clusters Score -1619826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1619828.000000 Penalty: 4633.840820
	Iteration 47Q: 3 clusters Score -1619828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1619829.875000 Penalty: 4633.840820
	Iteration 48Q: 3 clusters Score -1619830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1619831.375000 Penalty: 4633.840820
	Iteration 49Q: 3 clusters Score -1619831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1619835.250000 Penalty: 4633.840820
	Iteration 50Q: 3 clusters Score -1619835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1619835.250000 Penalty: 4633.840820
	Iteration 51F: 3 clusters Score -1619835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -848908.687500 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -848908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -843838.812500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -843838.8 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -845056.312500 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -845056.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -845291.437500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -845291.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -845435.750000 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -845435.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -845560.812500 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -845560.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -845705.625000 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -845705.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -845860.187500 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -845860.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -846018.312500 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -846018.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -846194.000000 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -846194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -846355.187500 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -846355.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -846504.625000 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -846504.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -846638.250000 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -846638.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -846750.125000 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -846750.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -846835.875000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -846835.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -846894.562500 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -846894.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -846939.750000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -846939.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -846979.937500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -846979.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -847008.437500 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -847008.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -847032.750000 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -847032.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -847050.250000 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -847050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -847060.812500 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -847060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -847076.062500 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -847076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -847090.812500 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -847090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -847103.187500 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -847103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -847109.250000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -847109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -847112.312500 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -847112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -847116.625000 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -847116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -847120.375000 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -847120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -847123.562500 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -847123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -847127.187500 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -847127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -847130.750000 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -847130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -847130.437500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -847130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -847131.812500 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -847131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -847131.812500 Penalty: 4304.685547
	Iteration 33F: 3 clusters Score -847131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Entering Unmasked Estep 
Score: -5110726.500000 Penalty: 2603.442871
	Iteration 0F: 2 clusters Score -5110726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5086161.500000 Penalty: 5206.885742
	Iteration 0F: 3 clusters Score -5086162 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5095008.500000 Penalty: 5206.885742
	Iteration 1F: 3 clusters Score -5095008 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5095575.000000 Penalty: 5206.885742
	Iteration 2Q: 3 clusters Score -5095575 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5096111.500000 Penalty: 5206.885742
	Iteration 3Q: 3 clusters Score -5096112 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5096716.500000 Penalty: 5206.885742
	Iteration 4Q: 3 clusters Score -5096716 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5097508.500000 Penalty: 5206.885742
	Iteration 5Q: 3 clusters Score -5097508 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5098702.000000 Penalty: 5206.885742
	Iteration 6F: 3 clusters Score -5098702 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -5100335.500000 Penalty: 5206.885742
	Iteration 7F: 3 clusters Score -5100336 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5102339.000000 Penalty: 5206.885742
	Iteration 8F: 3 clusters Score -5102339 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5104242.500000 Penalty: 5206.885742
	Iteration 9F: 3 clusters Score -5104242 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5105713.000000 Penalty: 5206.885742
	Iteration 10F: 3 clusters Score -5105713 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5106741.000000 Penalty: 5206.885742
	Iteration 11Q: 3 clusters Score -5106741 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5107350.500000 Penalty: 5206.885742
	Iteration 12Q: 3 clusters Score -5107350 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5107781.000000 Penalty: 5206.885742
	Iteration 13Q: 3 clusters Score -5107781 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5108041.000000 Penalty: 5206.885742
	Iteration 14Q: 3 clusters Score -5108041 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5108227.000000 Penalty: 5206.885742
	Iteration 15Q: 3 clusters Score -5108227 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5108379.500000 Penalty: 5206.885742
	Iteration 16Q: 3 clusters Score -5108380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5108508.000000 Penalty: 5206.885742
	Iteration 17Q: 3 clusters Score -5108508 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5108585.000000 Penalty: 5206.885742
	Iteration 18Q: 3 clusters Score -5108585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5108644.500000 Penalty: 5206.885742
	Iteration 19Q: 3 clusters Score -5108644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5108689.000000 Penalty: 5206.885742
	Iteration 20F: 3 clusters Score -5108689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5108727.500000 Penalty: 5206.885742
	Iteration 21Q: 3 clusters Score -5108728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5108762.000000 Penalty: 5206.885742
	Iteration 22Q: 3 clusters Score -5108762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5108784.000000 Penalty: 5206.885742
	Iteration 23Q: 3 clusters Score -5108784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5108803.000000 Penalty: 5206.885742
	Iteration 24Q: 3 clusters Score -5108803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5108816.000000 Penalty: 5206.885742
	Iteration 25Q: 3 clusters Score -5108816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5108820.500000 Penalty: 5206.885742
	Iteration 26Q: 3 clusters Score -5108820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5108825.500000 Penalty: 5206.885742
	Iteration 27Q: 3 clusters Score -5108826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5108838.000000 Penalty: 5206.885742
	Iteration 28Q: 3 clusters Score -5108838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5108847.000000 Penalty: 5206.885742
	Iteration 29Q: 3 clusters Score -5108847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5108840.500000 Penalty: 5206.885742
	Iteration 30Q: 3 clusters Score -5108840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5108849.000000 Penalty: 5206.885742
	Iteration 31Q: 3 clusters Score -5108849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5108853.500000 Penalty: 5206.885742
	Iteration 32Q: 3 clusters Score -5108854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5108855.500000 Penalty: 5206.885742
	Iteration 33Q: 3 clusters Score -5108856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5108852.500000 Penalty: 5206.885742
	Iteration 34Q: 3 clusters Score -5108852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5108854.000000 Penalty: 5206.885742
	Iteration 35Q: 3 clusters Score -5108854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5108857.000000 Penalty: 5206.885742
	Iteration 36Q: 3 clusters Score -5108857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5108859.500000 Penalty: 5206.885742
	Iteration 37Q: 3 clusters Score -5108860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5108859.000000 Penalty: 5206.885742
	Iteration 38Q: 3 clusters Score -5108859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5108859.000000 Penalty: 5206.885742
	Iteration 39F: 3 clusters Score -5108859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -29044.164062 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -29044.16 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 125 members 
Entering Unmasked Estep 
Score: -27863.382812 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27863.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28135.650391 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -28135.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28272.816406 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -28272.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28315.218750 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -28315.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28347.802734 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -28347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28388.136719 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -28388.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28432.894531 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -28432.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -28458.722656 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -28458.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -28458.722656 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -28458.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -86946.484375 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -86946.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85326.976562 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -85326.98 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85638.625000 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -85638.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85796.078125 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -85796.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85991.851562 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -85991.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86193.203125 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -86193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86279.976562 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -86279.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86368.953125 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -86368.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86433.203125 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -86433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86533.562500 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -86533.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86626.250000 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -86626.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86677.968750 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -86677.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86679.515625 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -86679.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86679.625000 Penalty: 3232.764893
	Iteration 12F: 3 clusters Score -86679.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86688.421875 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -86688.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86700.320312 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -86700.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86704.000000 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -86704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86704.000000 Penalty: 3232.764893
	Iteration 16F: 3 clusters Score -86704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (59702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Entering Unmasked Estep 
Score: -8846175.000000 Penalty: 2727.285889
	Iteration 0F: 2 clusters Score -8846175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -8805956.000000 Penalty: 5454.571777
	Iteration 0F: 3 clusters Score -8805956 nChanged 27817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -8821322.000000 Penalty: 5454.571777
	Iteration 1F: 3 clusters Score -8821322 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -8821837.000000 Penalty: 5454.571777
	Iteration 2Q: 3 clusters Score -8821837 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -8822399.000000 Penalty: 5454.571777
	Iteration 3Q: 3 clusters Score -8822399 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -8823120.000000 Penalty: 5454.571777
	Iteration 4Q: 3 clusters Score -8823120 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8824169.000000 Penalty: 5454.571777
	Iteration 5Q: 3 clusters Score -8824169 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8826024.000000 Penalty: 5454.571777
	Iteration 6F: 3 clusters Score -8826024 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8829091.000000 Penalty: 5454.571777
	Iteration 7F: 3 clusters Score -8829091 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8833179.000000 Penalty: 5454.571777
	Iteration 8F: 3 clusters Score -8833179 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8837614.000000 Penalty: 5454.571777
	Iteration 9F: 3 clusters Score -8837614 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8841078.000000 Penalty: 5454.571777
	Iteration 10F: 3 clusters Score -8841078 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8842669.000000 Penalty: 5454.571777
	Iteration 11Q: 3 clusters Score -8842669 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8843326.000000 Penalty: 5454.571777
	Iteration 12Q: 3 clusters Score -8843326 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8843557.000000 Penalty: 5454.571777
	Iteration 13Q: 3 clusters Score -8843557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8843669.000000 Penalty: 5454.571777
	Iteration 14Q: 3 clusters Score -8843669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8843722.000000 Penalty: 5454.571777
	Iteration 15Q: 3 clusters Score -8843722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8843745.000000 Penalty: 5454.571777
	Iteration 16Q: 3 clusters Score -8843745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8843771.000000 Penalty: 5454.571777
	Iteration 17Q: 3 clusters Score -8843771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8843797.000000 Penalty: 5454.571777
	Iteration 18Q: 3 clusters Score -8843797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8843802.000000 Penalty: 5454.571777
	Iteration 19Q: 3 clusters Score -8843802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8843817.000000 Penalty: 5454.571777
	Iteration 20F: 3 clusters Score -8843817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8843816.000000 Penalty: 5454.571777
	Iteration 21Q: 3 clusters Score -8843816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8843819.000000 Penalty: 5454.571777
	Iteration 22Q: 3 clusters Score -8843819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8843822.000000 Penalty: 5454.571777
	Iteration 23Q: 3 clusters Score -8843822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8843828.000000 Penalty: 5454.571777
	Iteration 24Q: 3 clusters Score -8843828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8843825.000000 Penalty: 5454.571777
	Iteration 25Q: 3 clusters Score -8843825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8843825.000000 Penalty: 5454.571777
	Iteration 26F: 3 clusters Score -8843825 nChanged 0
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -387426720.000000 Penalty: 106547.875000
21->30 Clusters: Score -387426720.000000, best is -387517600.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 42953 members 
Mstep: Class 3 contains 42888 members 
Mstep: Class 4 contains 43172 members 
Mstep: Class 5 contains 43108 members 
Mstep: Class 6 contains 43249 members 
Mstep: Class 7 contains 42975 members 
Mstep: Class 8 contains 42721 members 
Mstep: Class 9 contains 43768 members 
Mstep: Class 10 contains 42989 members 
Mstep: Class 11 contains 43071 members 
Mstep: Class 12 contains 43305 members 
Mstep: Class 13 contains 43602 members 
Mstep: Class 14 contains 42937 members 
Mstep: Class 15 contains 43266 members 
Mstep: Class 16 contains 43055 members 
Mstep: Class 17 contains 42936 members 
Mstep: Class 18 contains 42977 members 
Mstep: Class 19 contains 43024 members 
Mstep: Class 20 contains 43323 members 
Mstep: Class 21 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 679.419128 but Gain 3401.609375
Score: -123516920.000000 Penalty: 68032.179688
Iteration 0F: 21 clusters Score -1.235169e+08 nChanged 859842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2360 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 25052 members 
Mstep: Class 3 contains 36306 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 6 contains 13399 members 
Mstep: Class 7 contains 29613 members 
Mstep: Class 8 contains 24546 members 
Mstep: Class 9 contains 71946 members 
Mstep: Class 10 contains 14269 members 
Mstep: Class 11 contains 18434 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 52806 members 
Mstep: Class 15 contains 15303 members 
Mstep: Class 16 contains 36066 members 
Mstep: Class 17 contains 233171 members 
Mstep: Class 18 contains 26365 members 
Mstep: Class 19 contains 38392 members 
Mstep: Class 20 contains 64566 members 
Mstep: Class 21 contains 137021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127038464.000000 Penalty: 68032.179688
Iteration 1F: 21 clusters Score -1.270385e+08 nChanged 370727
Entering Unmasked Mstep 
Mstep: Class 0 contains 2172 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 22900 members 
Mstep: Class 3 contains 24180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 18927 members 
Mstep: Class 7 contains 23066 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 56096 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 29502 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 30770 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 17040 members 
Mstep: Class 17 contains 291823 members 
Mstep: Class 18 contains 17227 members 
Mstep: Class 19 contains 19075 members 
Mstep: Class 20 contains 71387 members 
Mstep: Class 21 contains 196870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127702192.000000 Penalty: 68032.179688
Iteration 2F: 21 clusters Score -1.277022e+08 nChanged 253218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 26500 members 
Mstep: Class 3 contains 22414 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 9891 members 
Mstep: Class 6 contains 19163 members 
Mstep: Class 7 contains 24467 members 
Mstep: Class 8 contains 23719 members 
Mstep: Class 9 contains 39984 members 
Mstep: Class 10 contains 22829 members 
Mstep: Class 11 contains 26347 members 
Mstep: Class 12 contains 9586 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 227563 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 10234 members 
Mstep: Class 20 contains 96269 members 
Mstep: Class 21 contains 278876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128063728.000000 Penalty: 68032.179688
Iteration 3F: 21 clusters Score -1.280637e+08 nChanged 193256
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 28630 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 11718 members 
Mstep: Class 6 contains 18486 members 
Mstep: Class 7 contains 25929 members 
Mstep: Class 8 contains 27648 members 
Mstep: Class 9 contains 31555 members 
Mstep: Class 10 contains 25783 members 
Mstep: Class 11 contains 23066 members 
Mstep: Class 12 contains 9375 members 
Mstep: Class 13 contains 15625 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 248254 members 
Mstep: Class 18 contains 14626 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 126075 members 
Mstep: Class 21 contains 240349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128314640.000000 Penalty: 68032.179688
Iteration 4F: 21 clusters Score -1.283146e+08 nChanged 116186
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 30548 members 
Mstep: Class 3 contains 28293 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 12954 members 
Mstep: Class 6 contains 17838 members 
Mstep: Class 7 contains 26961 members 
Mstep: Class 8 contains 32321 members 
Mstep: Class 9 contains 29855 members 
Mstep: Class 10 contains 25547 members 
Mstep: Class 11 contains 20765 members 
Mstep: Class 12 contains 9706 members 
Mstep: Class 13 contains 11077 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 223048 members 
Mstep: Class 18 contains 15162 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 150479 members 
Mstep: Class 21 contains 239704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128463040.000000 Penalty: 68032.179688
Iteration 5F: 21 clusters Score -1.28463e+08 nChanged 96836
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 32228 members 
Mstep: Class 3 contains 32328 members 
Mstep: Class 4 contains 4331 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 17151 members 
Mstep: Class 7 contains 27437 members 
Mstep: Class 8 contains 35380 members 
Mstep: Class 9 contains 30833 members 
Mstep: Class 10 contains 24379 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 10558 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 217109 members 
Mstep: Class 18 contains 15030 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 171793 members 
Mstep: Class 21 contains 220316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128567360.000000 Penalty: 68032.179688
Iteration 6F: 21 clusters Score -1.285674e+08 nChanged 81457
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 33237 members 
Mstep: Class 3 contains 36765 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 16508 members 
Mstep: Class 7 contains 27617 members 
Mstep: Class 8 contains 37295 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 23075 members 
Mstep: Class 11 contains 16991 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 6757 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 206403 members 
Mstep: Class 18 contains 14895 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 190362 members 
Mstep: Class 21 contains 206861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128653384.000000 Penalty: 68032.179688
Iteration 7F: 21 clusters Score -1.286534e+08 nChanged 72181
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 33653 members 
Mstep: Class 3 contains 41224 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 27656 members 
Mstep: Class 8 contains 38401 members 
Mstep: Class 9 contains 32495 members 
Mstep: Class 10 contains 21668 members 
Mstep: Class 11 contains 15526 members 
Mstep: Class 12 contains 12638 members 
Mstep: Class 13 contains 5967 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 198821 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 205628 members 
Mstep: Class 21 contains 193869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128717696.000000 Penalty: 68032.179688
Iteration 8F: 21 clusters Score -1.287177e+08 nChanged 62902
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 33753 members 
Mstep: Class 3 contains 45658 members 
Mstep: Class 4 contains 5792 members 
Mstep: Class 5 contains 13952 members 
Mstep: Class 6 contains 15138 members 
Mstep: Class 7 contains 28021 members 
Mstep: Class 8 contains 39283 members 
Mstep: Class 9 contains 33303 members 
Mstep: Class 10 contains 20137 members 
Mstep: Class 11 contains 14232 members 
Mstep: Class 12 contains 13333 members 
Mstep: Class 13 contains 5529 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 190845 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 5490 members 
Mstep: Class 20 contains 219168 members 
Mstep: Class 21 contains 182849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128756776.000000 Penalty: 68032.179688
Iteration 9F: 21 clusters Score -1.287568e+08 nChanged 54355
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 33862 members 
Mstep: Class 3 contains 50090 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 13880 members 
Mstep: Class 6 contains 14438 members 
Mstep: Class 7 contains 28801 members 
Mstep: Class 8 contains 39931 members 
Mstep: Class 9 contains 34391 members 
Mstep: Class 10 contains 18754 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 13762 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 182349 members 
Mstep: Class 18 contains 12488 members 
Mstep: Class 19 contains 5705 members 
Mstep: Class 20 contains 231822 members 
Mstep: Class 21 contains 172957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128769520.000000 Penalty: 68032.179688
Iteration 10F: 21 clusters Score -1.287695e+08 nChanged 48930
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 34069 members 
Mstep: Class 3 contains 54853 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 13840 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 7 contains 29922 members 
Mstep: Class 8 contains 40486 members 
Mstep: Class 9 contains 35564 members 
Mstep: Class 10 contains 17489 members 
Mstep: Class 11 contains 12174 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 174404 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 5711 members 
Mstep: Class 20 contains 242738 members 
Mstep: Class 21 contains 163220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128771504.000000 Penalty: 68032.179688
Iteration 11F: 21 clusters Score -1.287715e+08 nChanged 42751
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 34155 members 
Mstep: Class 3 contains 60016 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 13884 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 36657 members 
Mstep: Class 10 contains 16308 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 14082 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 16093 members 
Mstep: Class 17 contains 169250 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 247885 members 
Mstep: Class 21 contains 155305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128777032.000000 Penalty: 68032.179688
Iteration 12Q: 21 clusters Score -1.28777e+08 nChanged 35802
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 34106 members 
Mstep: Class 3 contains 65337 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 32986 members 
Mstep: Class 8 contains 41424 members 
Mstep: Class 9 contains 37619 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 14163 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 20464 members 
Mstep: Class 17 contains 166059 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 247798 members 
Mstep: Class 21 contains 149793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128787376.000000 Penalty: 68032.179688
Iteration 13Q: 21 clusters Score -1.287874e+08 nChanged 29605
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 34046 members 
Mstep: Class 3 contains 70520 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 14077 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 34765 members 
Mstep: Class 8 contains 41670 members 
Mstep: Class 9 contains 38440 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 14236 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 24262 members 
Mstep: Class 17 contains 163758 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 245133 members 
Mstep: Class 21 contains 145956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128798632.000000 Penalty: 68032.179688
Iteration 14Q: 21 clusters Score -1.287986e+08 nChanged 24761
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 33950 members 
Mstep: Class 3 contains 75500 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 14254 members 
Mstep: Class 6 contains 11920 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 41779 members 
Mstep: Class 9 contains 39052 members 
Mstep: Class 10 contains 13623 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 14297 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 27323 members 
Mstep: Class 17 contains 161753 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 241826 members 
Mstep: Class 21 contains 142893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128810088.000000 Penalty: 68032.179688
Iteration 15Q: 21 clusters Score -1.288101e+08 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 33857 members 
Mstep: Class 3 contains 80121 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 11707 members 
Mstep: Class 7 contains 38200 members 
Mstep: Class 8 contains 41912 members 
Mstep: Class 9 contains 39531 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 29602 members 
Mstep: Class 17 contains 159974 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 238628 members 
Mstep: Class 21 contains 140232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128819416.000000 Penalty: 68032.179688
Iteration 16Q: 21 clusters Score -1.288194e+08 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 33743 members 
Mstep: Class 3 contains 84476 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 39748 members 
Mstep: Class 8 contains 42019 members 
Mstep: Class 9 contains 39881 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 8289 members 
Mstep: Class 12 contains 14352 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 31244 members 
Mstep: Class 17 contains 158415 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 235669 members 
Mstep: Class 21 contains 137799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128826456.000000 Penalty: 68032.179688
Iteration 17Q: 21 clusters Score -1.288265e+08 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 88652 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 14838 members 
Mstep: Class 6 contains 11653 members 
Mstep: Class 7 contains 41088 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 40117 members 
Mstep: Class 10 contains 11714 members 
Mstep: Class 11 contains 7868 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 32423 members 
Mstep: Class 17 contains 157024 members 
Mstep: Class 18 contains 6102 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 233111 members 
Mstep: Class 21 contains 135388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128833224.000000 Penalty: 68032.179688
Iteration 18Q: 21 clusters Score -1.288332e+08 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 33551 members 
Mstep: Class 3 contains 92819 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 15014 members 
Mstep: Class 6 contains 11770 members 
Mstep: Class 7 contains 42200 members 
Mstep: Class 8 contains 42352 members 
Mstep: Class 9 contains 40280 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 14323 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 33324 members 
Mstep: Class 17 contains 155810 members 
Mstep: Class 18 contains 5956 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 230610 members 
Mstep: Class 21 contains 133118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128839824.000000 Penalty: 68032.179688
Iteration 19Q: 21 clusters Score -1.288398e+08 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 33452 members 
Mstep: Class 3 contains 97069 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 15200 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 43115 members 
Mstep: Class 8 contains 42556 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 10818 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 14275 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 33986 members 
Mstep: Class 17 contains 154738 members 
Mstep: Class 18 contains 5845 members 
Mstep: Class 19 contains 5791 members 
Mstep: Class 20 contains 228161 members 
Mstep: Class 21 contains 130970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128847136.000000 Penalty: 68032.179688
Iteration 20F: 21 clusters Score -1.288471e+08 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 33385 members 
Mstep: Class 3 contains 101414 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 15336 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 43833 members 
Mstep: Class 8 contains 42801 members 
Mstep: Class 9 contains 40441 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 14222 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 34636 members 
Mstep: Class 17 contains 153778 members 
Mstep: Class 18 contains 5736 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 225758 members 
Mstep: Class 21 contains 128676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128852936.000000 Penalty: 68032.179688
Iteration 21Q: 21 clusters Score -1.288529e+08 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 33326 members 
Mstep: Class 3 contains 105817 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 15437 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 43060 members 
Mstep: Class 9 contains 40447 members 
Mstep: Class 10 contains 10064 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 14142 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 35238 members 
Mstep: Class 17 contains 152728 members 
Mstep: Class 18 contains 5630 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 223555 members 
Mstep: Class 21 contains 126445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128857832.000000 Penalty: 68032.179688
Iteration 22Q: 21 clusters Score -1.288578e+08 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 33303 members 
Mstep: Class 3 contains 110405 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 44835 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 40415 members 
Mstep: Class 10 contains 9752 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 14036 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 35762 members 
Mstep: Class 17 contains 151616 members 
Mstep: Class 18 contains 5560 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 221340 members 
Mstep: Class 21 contains 124254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128863056.000000 Penalty: 68032.179688
Iteration 23Q: 21 clusters Score -1.288631e+08 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 33350 members 
Mstep: Class 3 contains 115178 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 15439 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 45217 members 
Mstep: Class 8 contains 43628 members 
Mstep: Class 9 contains 40338 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 36258 members 
Mstep: Class 17 contains 150498 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 219104 members 
Mstep: Class 21 contains 121975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128866896.000000 Penalty: 68032.179688
Iteration 24Q: 21 clusters Score -1.288669e+08 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 33487 members 
Mstep: Class 3 contains 120381 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 15378 members 
Mstep: Class 6 contains 13183 members 
Mstep: Class 7 contains 45543 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 40249 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 2425 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 36685 members 
Mstep: Class 17 contains 149048 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 5809 members 
Mstep: Class 20 contains 216907 members 
Mstep: Class 21 contains 119589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128871344.000000 Penalty: 68032.179688
Iteration 25Q: 21 clusters Score -1.288713e+08 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 33622 members 
Mstep: Class 3 contains 125911 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 15338 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 45870 members 
Mstep: Class 8 contains 44298 members 
Mstep: Class 9 contains 40159 members 
Mstep: Class 10 contains 8978 members 
Mstep: Class 11 contains 4763 members 
Mstep: Class 12 contains 13797 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 37072 members 
Mstep: Class 17 contains 147039 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 214914 members 
Mstep: Class 21 contains 117197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128874840.000000 Penalty: 68032.179688
Iteration 26Q: 21 clusters Score -1.288748e+08 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 33755 members 
Mstep: Class 3 contains 131529 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 46149 members 
Mstep: Class 8 contains 44763 members 
Mstep: Class 9 contains 40063 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 13740 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 37368 members 
Mstep: Class 17 contains 144837 members 
Mstep: Class 18 contains 5542 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 213130 members 
Mstep: Class 21 contains 114782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128878568.000000 Penalty: 68032.179688
Iteration 27Q: 21 clusters Score -1.288786e+08 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 33909 members 
Mstep: Class 3 contains 137051 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 15247 members 
Mstep: Class 6 contains 13424 members 
Mstep: Class 7 contains 46378 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 39979 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 37643 members 
Mstep: Class 17 contains 142535 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 211475 members 
Mstep: Class 21 contains 112478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128881992.000000 Penalty: 68032.179688
Iteration 28Q: 21 clusters Score -1.28882e+08 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 34100 members 
Mstep: Class 3 contains 142335 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 13398 members 
Mstep: Class 7 contains 46611 members 
Mstep: Class 8 contains 45591 members 
Mstep: Class 9 contains 39924 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 11 contains 4088 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 37913 members 
Mstep: Class 17 contains 140094 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 210121 members 
Mstep: Class 21 contains 110213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128884944.000000 Penalty: 68032.179688
Iteration 29Q: 21 clusters Score -1.288849e+08 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 34259 members 
Mstep: Class 3 contains 147369 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 13351 members 
Mstep: Class 7 contains 46820 members 
Mstep: Class 8 contains 46028 members 
Mstep: Class 9 contains 39866 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 13702 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 38141 members 
Mstep: Class 17 contains 137788 members 
Mstep: Class 18 contains 5986 members 
Mstep: Class 19 contains 5809 members 
Mstep: Class 20 contains 208825 members 
Mstep: Class 21 contains 108086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128887128.000000 Penalty: 68032.179688
Iteration 30Q: 21 clusters Score -1.288871e+08 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 34414 members 
Mstep: Class 3 contains 151977 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 46937 members 
Mstep: Class 8 contains 46446 members 
Mstep: Class 9 contains 39809 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 38339 members 
Mstep: Class 17 contains 135624 members 
Mstep: Class 18 contains 6202 members 
Mstep: Class 19 contains 5814 members 
Mstep: Class 20 contains 207623 members 
Mstep: Class 21 contains 106196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128889256.000000 Penalty: 68032.179688
Iteration 31Q: 21 clusters Score -1.288893e+08 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 34580 members 
Mstep: Class 3 contains 156030 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 15174 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 47081 members 
Mstep: Class 8 contains 46919 members 
Mstep: Class 9 contains 39771 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 38533 members 
Mstep: Class 17 contains 133620 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 206569 members 
Mstep: Class 21 contains 104535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128890136.000000 Penalty: 68032.179688
Iteration 32Q: 21 clusters Score -1.288901e+08 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 159571 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 15147 members 
Mstep: Class 6 contains 13146 members 
Mstep: Class 7 contains 47157 members 
Mstep: Class 8 contains 47368 members 
Mstep: Class 9 contains 39771 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 38724 members 
Mstep: Class 17 contains 131798 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 205735 members 
Mstep: Class 21 contains 103091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128891016.000000 Penalty: 68032.179688
Iteration 33Q: 21 clusters Score -1.28891e+08 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 34833 members 
Mstep: Class 3 contains 162352 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 15128 members 
Mstep: Class 6 contains 13073 members 
Mstep: Class 7 contains 47202 members 
Mstep: Class 8 contains 47831 members 
Mstep: Class 9 contains 39775 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 3471 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 38914 members 
Mstep: Class 17 contains 130365 members 
Mstep: Class 18 contains 6700 members 
Mstep: Class 19 contains 5822 members 
Mstep: Class 20 contains 205170 members 
Mstep: Class 21 contains 101755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128891984.000000 Penalty: 68032.179688
Iteration 34Q: 21 clusters Score -1.28892e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 34921 members 
Mstep: Class 3 contains 164410 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 15122 members 
Mstep: Class 6 contains 13011 members 
Mstep: Class 7 contains 47209 members 
Mstep: Class 8 contains 48238 members 
Mstep: Class 9 contains 39789 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 39126 members 
Mstep: Class 17 contains 129218 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 204841 members 
Mstep: Class 21 contains 100619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128893176.000000 Penalty: 68032.179688
Iteration 35Q: 21 clusters Score -1.288932e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 35010 members 
Mstep: Class 3 contains 165940 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 15116 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 47209 members 
Mstep: Class 8 contains 48562 members 
Mstep: Class 9 contains 39814 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 3962 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39297 members 
Mstep: Class 17 contains 128345 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204695 members 
Mstep: Class 21 contains 99634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128893672.000000 Penalty: 68032.179688
Iteration 36Q: 21 clusters Score -1.288937e+08 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 167035 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 15125 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 47185 members 
Mstep: Class 8 contains 48836 members 
Mstep: Class 9 contains 39832 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 39480 members 
Mstep: Class 17 contains 127689 members 
Mstep: Class 18 contains 7058 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 204586 members 
Mstep: Class 21 contains 98848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128893944.000000 Penalty: 68032.179688
Iteration 37Q: 21 clusters Score -1.288939e+08 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 35145 members 
Mstep: Class 3 contains 167851 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 12854 members 
Mstep: Class 7 contains 47165 members 
Mstep: Class 8 contains 49086 members 
Mstep: Class 9 contains 39854 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39657 members 
Mstep: Class 17 contains 127275 members 
Mstep: Class 18 contains 7158 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 204434 members 
Mstep: Class 21 contains 98176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128894360.000000 Penalty: 68032.179688
Iteration 38Q: 21 clusters Score -1.288944e+08 nChanged 5458
Entering ConstructFrom: 
Score: -128894360.000000 Penalty: 68032.179688
Entering ConstructFrom: 
Trying to split cluster 1 (22177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Entering Unmasked Estep 
Score: -2980600.000000 Penalty: 2481.689209
	Iteration 0F: 2 clusters Score -2980600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2965157.750000 Penalty: 4963.378418
	Iteration 0F: 3 clusters Score -2965158 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2970759.000000 Penalty: 4963.378418
	Iteration 1F: 3 clusters Score -2970759 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2971349.000000 Penalty: 4963.378418
	Iteration 2F: 3 clusters Score -2971349 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2971841.250000 Penalty: 4963.378418
	Iteration 3F: 3 clusters Score -2971841 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2972336.750000 Penalty: 4963.378418
	Iteration 4F: 3 clusters Score -2972337 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2972830.250000 Penalty: 4963.378418
	Iteration 5Q: 3 clusters Score -2972830 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2973435.750000 Penalty: 4963.378418
	Iteration 6Q: 3 clusters Score -2973436 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2974143.750000 Penalty: 4963.378418
	Iteration 7F: 3 clusters Score -2974144 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2975009.250000 Penalty: 4963.378418
	Iteration 8F: 3 clusters Score -2975009 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2975875.000000 Penalty: 4963.378418
	Iteration 9F: 3 clusters Score -2975875 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2976746.500000 Penalty: 4963.378418
	Iteration 10Q: 3 clusters Score -2976746 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2977442.000000 Penalty: 4963.378418
	Iteration 11Q: 3 clusters Score -2977442 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2977991.500000 Penalty: 4963.378418
	Iteration 12Q: 3 clusters Score -2977992 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2978340.750000 Penalty: 4963.378418
	Iteration 13Q: 3 clusters Score -2978341 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2978589.750000 Penalty: 4963.378418
	Iteration 14Q: 3 clusters Score -2978590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2978780.500000 Penalty: 4963.378418
	Iteration 15Q: 3 clusters Score -2978780 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2978896.500000 Penalty: 4963.378418
	Iteration 16Q: 3 clusters Score -2978896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2978966.000000 Penalty: 4963.378418
	Iteration 17Q: 3 clusters Score -2978966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2979008.250000 Penalty: 4963.378418
	Iteration 18Q: 3 clusters Score -2979008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2979037.250000 Penalty: 4963.378418
	Iteration 19Q: 3 clusters Score -2979037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2979072.750000 Penalty: 4963.378418
	Iteration 20F: 3 clusters Score -2979073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2979102.750000 Penalty: 4963.378418
	Iteration 21Q: 3 clusters Score -2979103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2979121.750000 Penalty: 4963.378418
	Iteration 22Q: 3 clusters Score -2979122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2979130.000000 Penalty: 4963.378418
	Iteration 23Q: 3 clusters Score -2979130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2979133.750000 Penalty: 4963.378418
	Iteration 24Q: 3 clusters Score -2979134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2979140.250000 Penalty: 4963.378418
	Iteration 25Q: 3 clusters Score -2979140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2979140.250000 Penalty: 4963.378418
	Iteration 26Q: 3 clusters Score -2979140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2979139.750000 Penalty: 4963.378418
	Iteration 27Q: 3 clusters Score -2979140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2979139.750000 Penalty: 4963.378418
	Iteration 28F: 3 clusters Score -2979140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Entering Unmasked Estep 
Score: -5003498.000000 Penalty: 2596.156982
	Iteration 0F: 2 clusters Score -5003498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4979473.500000 Penalty: 5192.313965
	Iteration 0F: 3 clusters Score -4979474 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4988380.500000 Penalty: 5192.313965
	Iteration 1F: 3 clusters Score -4988380 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4988822.500000 Penalty: 5192.313965
	Iteration 2Q: 3 clusters Score -4988822 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4989210.000000 Penalty: 5192.313965
	Iteration 3Q: 3 clusters Score -4989210 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4989620.500000 Penalty: 5192.313965
	Iteration 4Q: 3 clusters Score -4989620 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4990065.500000 Penalty: 5192.313965
	Iteration 5Q: 3 clusters Score -4990066 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4990584.000000 Penalty: 5192.313965
	Iteration 6Q: 3 clusters Score -4990584 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4991292.000000 Penalty: 5192.313965
	Iteration 7Q: 3 clusters Score -4991292 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4992211.000000 Penalty: 5192.313965
	Iteration 8Q: 3 clusters Score -4992211 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4993470.500000 Penalty: 5192.313965
	Iteration 9F: 3 clusters Score -4993470 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4995103.000000 Penalty: 5192.313965
	Iteration 10F: 3 clusters Score -4995103 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4996779.000000 Penalty: 5192.313965
	Iteration 11F: 3 clusters Score -4996779 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4998316.000000 Penalty: 5192.313965
	Iteration 12Q: 3 clusters Score -4998316 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4999363.000000 Penalty: 5192.313965
	Iteration 13Q: 3 clusters Score -4999363 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4999982.500000 Penalty: 5192.313965
	Iteration 14Q: 3 clusters Score -4999982 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5000303.500000 Penalty: 5192.313965
	Iteration 15Q: 3 clusters Score -5000304 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -5000536.500000 Penalty: 5192.313965
	Iteration 16Q: 3 clusters Score -5000536 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5000718.500000 Penalty: 5192.313965
	Iteration 17Q: 3 clusters Score -5000718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -5000882.500000 Penalty: 5192.313965
	Iteration 18Q: 3 clusters Score -5000882 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5000995.000000 Penalty: 5192.313965
	Iteration 19Q: 3 clusters Score -5000995 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5001104.000000 Penalty: 5192.313965
	Iteration 20F: 3 clusters Score -5001104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5001165.000000 Penalty: 5192.313965
	Iteration 21Q: 3 clusters Score -5001165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5001202.000000 Penalty: 5192.313965
	Iteration 22Q: 3 clusters Score -5001202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5001244.000000 Penalty: 5192.313965
	Iteration 23Q: 3 clusters Score -5001244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5001283.500000 Penalty: 5192.313965
	Iteration 24Q: 3 clusters Score -5001284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5001291.500000 Penalty: 5192.313965
	Iteration 25Q: 3 clusters Score -5001292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5001309.000000 Penalty: 5192.313965
	Iteration 26Q: 3 clusters Score -5001309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5001335.500000 Penalty: 5192.313965
	Iteration 27Q: 3 clusters Score -5001336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5001342.000000 Penalty: 5192.313965
	Iteration 28Q: 3 clusters Score -5001342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5001354.500000 Penalty: 5192.313965
	Iteration 29Q: 3 clusters Score -5001354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5001359.000000 Penalty: 5192.313965
	Iteration 30Q: 3 clusters Score -5001359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5001369.500000 Penalty: 5192.313965
	Iteration 31Q: 3 clusters Score -5001370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5001380.500000 Penalty: 5192.313965
	Iteration 32Q: 3 clusters Score -5001380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5001381.000000 Penalty: 5192.313965
	Iteration 33Q: 3 clusters Score -5001381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5001387.500000 Penalty: 5192.313965
	Iteration 34Q: 3 clusters Score -5001388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5001393.500000 Penalty: 5192.313965
	Iteration 35Q: 3 clusters Score -5001394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5001402.500000 Penalty: 5192.313965
	Iteration 36Q: 3 clusters Score -5001402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5001401.000000 Penalty: 5192.313965
	Iteration 37Q: 3 clusters Score -5001401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5001407.500000 Penalty: 5192.313965
	Iteration 38Q: 3 clusters Score -5001408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5001406.500000 Penalty: 5192.313965
	Iteration 39Q: 3 clusters Score -5001406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5001408.500000 Penalty: 5192.313965
	Iteration 40F: 3 clusters Score -5001408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5001410.500000 Penalty: 5192.313965
	Iteration 41Q: 3 clusters Score -5001410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5001408.000000 Penalty: 5192.313965
	Iteration 42Q: 3 clusters Score -5001408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5001418.500000 Penalty: 5192.313965
	Iteration 43Q: 3 clusters Score -5001418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5001421.500000 Penalty: 5192.313965
	Iteration 44Q: 3 clusters Score -5001422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5001424.000000 Penalty: 5192.313965
	Iteration 45Q: 3 clusters Score -5001424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5001418.500000 Penalty: 5192.313965
	Iteration 46Q: 3 clusters Score -5001418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5001422.500000 Penalty: 5192.313965
	Iteration 47Q: 3 clusters Score -5001422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5001419.500000 Penalty: 5192.313965
	Iteration 48Q: 3 clusters Score -5001420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5001421.000000 Penalty: 5192.313965
	Iteration 49Q: 3 clusters Score -5001421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5001428.000000 Penalty: 5192.313965
	Iteration 50Q: 3 clusters Score -5001428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5001436.000000 Penalty: 5192.313965
	Iteration 51Q: 3 clusters Score -5001436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5001433.500000 Penalty: 5192.313965
	Iteration 52Q: 3 clusters Score -5001434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5001435.000000 Penalty: 5192.313965
	Iteration 53Q: 3 clusters Score -5001435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5001435.000000 Penalty: 5192.313965
	Iteration 54Q: 3 clusters Score -5001435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5001435.000000 Penalty: 5192.313965
	Iteration 55Q: 3 clusters Score -5001435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5001438.000000 Penalty: 5192.313965
	Iteration 56Q: 3 clusters Score -5001438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5001442.500000 Penalty: 5192.313965
	Iteration 57Q: 3 clusters Score -5001442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5001438.500000 Penalty: 5192.313965
	Iteration 58Q: 3 clusters Score -5001438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5001438.000000 Penalty: 5192.313965
	Iteration 59Q: 3 clusters Score -5001438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5001436.000000 Penalty: 5192.313965
	Iteration 60F: 3 clusters Score -5001436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5001434.500000 Penalty: 5192.313965
	Iteration 61Q: 3 clusters Score -5001434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5001435.500000 Penalty: 5192.313965
	Iteration 62Q: 3 clusters Score -5001436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5001429.000000 Penalty: 5192.313965
	Iteration 63Q: 3 clusters Score -5001429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5001435.500000 Penalty: 5192.313965
	Iteration 64Q: 3 clusters Score -5001436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5001435.500000 Penalty: 5192.313965
	Iteration 65Q: 3 clusters Score -5001436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5001435.000000 Penalty: 5192.313965
	Iteration 66Q: 3 clusters Score -5001435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5001439.500000 Penalty: 5192.313965
	Iteration 67Q: 3 clusters Score -5001440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5001439.000000 Penalty: 5192.313965
	Iteration 68Q: 3 clusters Score -5001439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5001437.000000 Penalty: 5192.313965
	Iteration 69Q: 3 clusters Score -5001437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5001432.500000 Penalty: 5192.313965
	Iteration 70Q: 3 clusters Score -5001432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5001435.500000 Penalty: 5192.313965
	Iteration 71Q: 3 clusters Score -5001436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5001435.500000 Penalty: 5192.313965
	Iteration 72F: 3 clusters Score -5001436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Entering Unmasked Estep 
Score: -24680410.000000 Penalty: 2984.453125
	Iteration 0F: 2 clusters Score -2.468041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -24575708.000000 Penalty: 5968.906250
	Iteration 0F: 3 clusters Score -2.457571e+07 nChanged 80867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -24622492.000000 Penalty: 5968.906250
	Iteration 1F: 3 clusters Score -2.462249e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -24624102.000000 Penalty: 5968.906250
	Iteration 2Q: 3 clusters Score -2.46241e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -24626202.000000 Penalty: 5968.906250
	Iteration 3Q: 3 clusters Score -2.46262e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -24629216.000000 Penalty: 5968.906250
	Iteration 4Q: 3 clusters Score -2.462922e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -24633706.000000 Penalty: 5968.906250
	Iteration 5Q: 3 clusters Score -2.463371e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -24640408.000000 Penalty: 5968.906250
	Iteration 6F: 3 clusters Score -2.464041e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -24648810.000000 Penalty: 5968.906250
	Iteration 7F: 3 clusters Score -2.464881e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -24656996.000000 Penalty: 5968.906250
	Iteration 8F: 3 clusters Score -2.4657e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -24661960.000000 Penalty: 5968.906250
	Iteration 9F: 3 clusters Score -2.466196e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -24663614.000000 Penalty: 5968.906250
	Iteration 10Q: 3 clusters Score -2.466361e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -24664280.000000 Penalty: 5968.906250
	Iteration 11Q: 3 clusters Score -2.466428e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -24664662.000000 Penalty: 5968.906250
	Iteration 12Q: 3 clusters Score -2.466466e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -24664946.000000 Penalty: 5968.906250
	Iteration 13Q: 3 clusters Score -2.466495e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -24665162.000000 Penalty: 5968.906250
	Iteration 14Q: 3 clusters Score -2.466516e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -24665352.000000 Penalty: 5968.906250
	Iteration 15Q: 3 clusters Score -2.466535e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -24665452.000000 Penalty: 5968.906250
	Iteration 16Q: 3 clusters Score -2.466545e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -24665726.000000 Penalty: 5968.906250
	Iteration 17Q: 3 clusters Score -2.466573e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -24665922.000000 Penalty: 5968.906250
	Iteration 18Q: 3 clusters Score -2.466592e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -24666124.000000 Penalty: 5968.906250
	Iteration 19Q: 3 clusters Score -2.466612e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -24666340.000000 Penalty: 5968.906250
	Iteration 20F: 3 clusters Score -2.466634e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -24666444.000000 Penalty: 5968.906250
	Iteration 21Q: 3 clusters Score -2.466644e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -24666650.000000 Penalty: 5968.906250
	Iteration 22Q: 3 clusters Score -2.466665e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -24666678.000000 Penalty: 5968.906250
	Iteration 23Q: 3 clusters Score -2.466668e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -24666886.000000 Penalty: 5968.906250
	Iteration 24Q: 3 clusters Score -2.466689e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -24666992.000000 Penalty: 5968.906250
	Iteration 25Q: 3 clusters Score -2.466699e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -24667024.000000 Penalty: 5968.906250
	Iteration 26Q: 3 clusters Score -2.466702e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -24667130.000000 Penalty: 5968.906250
	Iteration 27Q: 3 clusters Score -2.466713e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -24667314.000000 Penalty: 5968.906250
	Iteration 28Q: 3 clusters Score -2.466731e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -24667442.000000 Penalty: 5968.906250
	Iteration 29Q: 3 clusters Score -2.466744e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -24667650.000000 Penalty: 5968.906250
	Iteration 30Q: 3 clusters Score -2.466765e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -24667802.000000 Penalty: 5968.906250
	Iteration 31Q: 3 clusters Score -2.46678e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -24667980.000000 Penalty: 5968.906250
	Iteration 32Q: 3 clusters Score -2.466798e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -24668070.000000 Penalty: 5968.906250
	Iteration 33Q: 3 clusters Score -2.466807e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -24668234.000000 Penalty: 5968.906250
	Iteration 34Q: 3 clusters Score -2.466823e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -24668360.000000 Penalty: 5968.906250
	Iteration 35Q: 3 clusters Score -2.466836e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -24668320.000000 Penalty: 5968.906250
	Iteration 36Q: 3 clusters Score -2.466832e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -24668406.000000 Penalty: 5968.906250
	Iteration 37Q: 3 clusters Score -2.466841e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -24668560.000000 Penalty: 5968.906250
	Iteration 38Q: 3 clusters Score -2.466856e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 112241 members 
Entering Unmasked Estep 
Score: -24668596.000000 Penalty: 5968.906250
	Iteration 39Q: 3 clusters Score -2.46686e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -24668552.000000 Penalty: 5968.906250
	Iteration 40F: 3 clusters Score -2.466855e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -24668808.000000 Penalty: 5968.906250
	Iteration 41Q: 3 clusters Score -2.466881e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 116515 members 
Entering Unmasked Estep 
Score: -24668756.000000 Penalty: 5968.906250
	Iteration 42Q: 3 clusters Score -2.466876e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -24668888.000000 Penalty: 5968.906250
	Iteration 43Q: 3 clusters Score -2.466889e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -24668888.000000 Penalty: 5968.906250
	Iteration 44Q: 3 clusters Score -2.466889e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -24669082.000000 Penalty: 5968.906250
	Iteration 45Q: 3 clusters Score -2.466908e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -24669056.000000 Penalty: 5968.906250
	Iteration 46Q: 3 clusters Score -2.466906e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 124200 members 
Entering Unmasked Estep 
Score: -24669178.000000 Penalty: 5968.906250
	Iteration 47Q: 3 clusters Score -2.466918e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -24669284.000000 Penalty: 5968.906250
	Iteration 48Q: 3 clusters Score -2.466928e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -24669356.000000 Penalty: 5968.906250
	Iteration 49Q: 3 clusters Score -2.466936e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 128673 members 
Entering Unmasked Estep 
Score: -24669384.000000 Penalty: 5968.906250
	Iteration 50Q: 3 clusters Score -2.466938e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 130140 members 
Entering Unmasked Estep 
Score: -24669398.000000 Penalty: 5968.906250
	Iteration 51Q: 3 clusters Score -2.46694e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -24669362.000000 Penalty: 5968.906250
	Iteration 52Q: 3 clusters Score -2.466936e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -24669528.000000 Penalty: 5968.906250
	Iteration 53Q: 3 clusters Score -2.466953e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -24669794.000000 Penalty: 5968.906250
	Iteration 54Q: 3 clusters Score -2.466979e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -24669982.000000 Penalty: 5968.906250
	Iteration 55Q: 3 clusters Score -2.466998e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 138135 members 
Entering Unmasked Estep 
Score: -24670154.000000 Penalty: 5968.906250
	Iteration 56Q: 3 clusters Score -2.467015e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -24670306.000000 Penalty: 5968.906250
	Iteration 57Q: 3 clusters Score -2.467031e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -24670504.000000 Penalty: 5968.906250
	Iteration 58Q: 3 clusters Score -2.46705e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -24670816.000000 Penalty: 5968.906250
	Iteration 59Q: 3 clusters Score -2.467082e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -24671016.000000 Penalty: 5968.906250
	Iteration 60F: 3 clusters Score -2.467102e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -24671312.000000 Penalty: 5968.906250
	Iteration 61Q: 3 clusters Score -2.467131e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -24671636.000000 Penalty: 5968.906250
	Iteration 62Q: 3 clusters Score -2.467164e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -24671982.000000 Penalty: 5968.906250
	Iteration 63Q: 3 clusters Score -2.467198e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -24672268.000000 Penalty: 5968.906250
	Iteration 64Q: 3 clusters Score -2.467227e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -24672706.000000 Penalty: 5968.906250
	Iteration 65Q: 3 clusters Score -2.467271e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -24673054.000000 Penalty: 5968.906250
	Iteration 66Q: 3 clusters Score -2.467305e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 153665 members 
Entering Unmasked Estep 
Score: -24673338.000000 Penalty: 5968.906250
	Iteration 67Q: 3 clusters Score -2.467334e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -24673588.000000 Penalty: 5968.906250
	Iteration 68Q: 3 clusters Score -2.467359e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -24673820.000000 Penalty: 5968.906250
	Iteration 69Q: 3 clusters Score -2.467382e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -24674108.000000 Penalty: 5968.906250
	Iteration 70Q: 3 clusters Score -2.467411e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -24674382.000000 Penalty: 5968.906250
	Iteration 71Q: 3 clusters Score -2.467438e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -24674690.000000 Penalty: 5968.906250
	Iteration 72Q: 3 clusters Score -2.467469e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -24675058.000000 Penalty: 5968.906250
	Iteration 73Q: 3 clusters Score -2.467506e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -24675242.000000 Penalty: 5968.906250
	Iteration 74Q: 3 clusters Score -2.467524e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -24675524.000000 Penalty: 5968.906250
	Iteration 75Q: 3 clusters Score -2.467552e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -24675728.000000 Penalty: 5968.906250
	Iteration 76Q: 3 clusters Score -2.467573e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -24676054.000000 Penalty: 5968.906250
	Iteration 77Q: 3 clusters Score -2.467605e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -24676258.000000 Penalty: 5968.906250
	Iteration 78Q: 3 clusters Score -2.467626e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -24676474.000000 Penalty: 5968.906250
	Iteration 79Q: 3 clusters Score -2.467647e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -24676572.000000 Penalty: 5968.906250
	Iteration 80F: 3 clusters Score -2.467657e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 163710 members 
Entering Unmasked Estep 
Score: -24676696.000000 Penalty: 5968.906250
	Iteration 81Q: 3 clusters Score -2.46767e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -24676848.000000 Penalty: 5968.906250
	Iteration 82Q: 3 clusters Score -2.467685e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -24676920.000000 Penalty: 5968.906250
	Iteration 83Q: 3 clusters Score -2.467692e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -24676986.000000 Penalty: 5968.906250
	Iteration 84Q: 3 clusters Score -2.467699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -24677102.000000 Penalty: 5968.906250
	Iteration 85Q: 3 clusters Score -2.46771e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -24677140.000000 Penalty: 5968.906250
	Iteration 86Q: 3 clusters Score -2.467714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -24677194.000000 Penalty: 5968.906250
	Iteration 87Q: 3 clusters Score -2.467719e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -24677256.000000 Penalty: 5968.906250
	Iteration 88Q: 3 clusters Score -2.467726e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -24677300.000000 Penalty: 5968.906250
	Iteration 89Q: 3 clusters Score -2.46773e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -24677338.000000 Penalty: 5968.906250
	Iteration 90Q: 3 clusters Score -2.467734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -24677388.000000 Penalty: 5968.906250
	Iteration 91Q: 3 clusters Score -2.467739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -24677390.000000 Penalty: 5968.906250
	Iteration 92Q: 3 clusters Score -2.467739e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -24677412.000000 Penalty: 5968.906250
	Iteration 93Q: 3 clusters Score -2.467741e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -24677454.000000 Penalty: 5968.906250
	Iteration 94Q: 3 clusters Score -2.467745e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -24677474.000000 Penalty: 5968.906250
	Iteration 95Q: 3 clusters Score -2.467747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 165724 members 
Entering Unmasked Estep 
Score: -24677522.000000 Penalty: 5968.906250
	Iteration 96Q: 3 clusters Score -2.467752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -24677552.000000 Penalty: 5968.906250
	Iteration 97Q: 3 clusters Score -2.467755e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -24677546.000000 Penalty: 5968.906250
	Iteration 98Q: 3 clusters Score -2.467755e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -24677546.000000 Penalty: 5968.906250
	Iteration 99Q: 3 clusters Score -2.467755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
Score: -24677588.000000 Penalty: 5968.906250
	Iteration 100F: 3 clusters Score -2.467759e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -24677624.000000 Penalty: 5968.906250
	Iteration 101Q: 3 clusters Score -2.467762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 165969 members 
Entering Unmasked Estep 
Score: -24677642.000000 Penalty: 5968.906250
	Iteration 102Q: 3 clusters Score -2.467764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -24677672.000000 Penalty: 5968.906250
	Iteration 103Q: 3 clusters Score -2.467767e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -24677672.000000 Penalty: 5968.906250
	Iteration 104Q: 3 clusters Score -2.467767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -24677698.000000 Penalty: 5968.906250
	Iteration 105Q: 3 clusters Score -2.46777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 166138 members 
Entering Unmasked Estep 
Score: -24677710.000000 Penalty: 5968.906250
	Iteration 106Q: 3 clusters Score -2.467771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -24677724.000000 Penalty: 5968.906250
	Iteration 107Q: 3 clusters Score -2.467772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -24677732.000000 Penalty: 5968.906250
	Iteration 108Q: 3 clusters Score -2.467773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -24677734.000000 Penalty: 5968.906250
	Iteration 109Q: 3 clusters Score -2.467773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -24677752.000000 Penalty: 5968.906250
	Iteration 110Q: 3 clusters Score -2.467775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -24677740.000000 Penalty: 5968.906250
	Iteration 111Q: 3 clusters Score -2.467774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -24677750.000000 Penalty: 5968.906250
	Iteration 112Q: 3 clusters Score -2.467775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -24677766.000000 Penalty: 5968.906250
	Iteration 113Q: 3 clusters Score -2.467777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -24677752.000000 Penalty: 5968.906250
	Iteration 114Q: 3 clusters Score -2.467775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -24677750.000000 Penalty: 5968.906250
	Iteration 115Q: 3 clusters Score -2.467775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 166304 members 
Entering Unmasked Estep 
Score: -24677748.000000 Penalty: 5968.906250
	Iteration 116Q: 3 clusters Score -2.467775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -24677752.000000 Penalty: 5968.906250
	Iteration 117Q: 3 clusters Score -2.467775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -24677762.000000 Penalty: 5968.906250
	Iteration 118Q: 3 clusters Score -2.467776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -24677752.000000 Penalty: 5968.906250
	Iteration 119Q: 3 clusters Score -2.467775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -24677758.000000 Penalty: 5968.906250
	Iteration 120F: 3 clusters Score -2.467776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -24677768.000000 Penalty: 5968.906250
	Iteration 121Q: 3 clusters Score -2.467777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 166347 members 
Entering Unmasked Estep 
Score: -24677770.000000 Penalty: 5968.906250
	Iteration 122Q: 3 clusters Score -2.467777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -24677782.000000 Penalty: 5968.906250
	Iteration 123Q: 3 clusters Score -2.467778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -24677786.000000 Penalty: 5968.906250
	Iteration 124Q: 3 clusters Score -2.467779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -24677784.000000 Penalty: 5968.906250
	Iteration 125Q: 3 clusters Score -2.467778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -24677792.000000 Penalty: 5968.906250
	Iteration 126Q: 3 clusters Score -2.467779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -24677784.000000 Penalty: 5968.906250
	Iteration 127Q: 3 clusters Score -2.467778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 166368 members 
Entering Unmasked Estep 
Score: -24677772.000000 Penalty: 5968.906250
	Iteration 128Q: 3 clusters Score -2.467777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -24677786.000000 Penalty: 5968.906250
	Iteration 129Q: 3 clusters Score -2.467779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -24677800.000000 Penalty: 5968.906250
	Iteration 130Q: 3 clusters Score -2.46778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -24677802.000000 Penalty: 5968.906250
	Iteration 131Q: 3 clusters Score -2.46778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -24677802.000000 Penalty: 5968.906250
	Iteration 132F: 3 clusters Score -2.46778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -324378.312500 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -324378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -321538.750000 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -321538.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -322097.156250 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -322097.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322249.468750 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -322249.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -322345.281250 Penalty: 3854.658447
	Iteration 3Q: 3 clusters Score -322345.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322415.531250 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -322415.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -322466.062500 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -322466.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -322502.781250 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -322502.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -322535.656250 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -322535.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -322561.500000 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -322561.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322586.375000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -322586.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -322616.375000 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -322616.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -322661.093750 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -322661.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -322700.687500 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -322700.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -322740.406250 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -322740.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322785.562500 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -322785.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -322826.875000 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -322826.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322884.125000 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -322884.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322935.125000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -322935.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -322992.437500 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -322992.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -323062.000000 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -323062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -323173.531250 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -323173.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323368.406250 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -323368.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323725.125000 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -323725.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -324272.812500 Penalty: 3854.658447
	Iteration 23F: 3 clusters Score -324272.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324772.500000 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -324772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -324931.500000 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -324931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324957.218750 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -324957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324964.125000 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -324964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -324972.062500 Penalty: 3854.658447
	Iteration 28Q: 3 clusters Score -324972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324974.468750 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -324974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324974.468750 Penalty: 3854.658447
	Iteration 30F: 3 clusters Score -324974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 47132 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Entering Unmasked Estep 
Score: -128893120.000000 Penalty: 71433.789062
Splitting cluster 4 changes total score from -128894360.000000 to -128893120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -2145655.000000 Penalty: 2387.236572
	Iteration 0F: 2 clusters Score -2145655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2134713.250000 Penalty: 4774.473145
	Iteration 0F: 3 clusters Score -2134713 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2138206.000000 Penalty: 4774.473145
	Iteration 1F: 3 clusters Score -2138206 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2138596.500000 Penalty: 4774.473145
	Iteration 2F: 3 clusters Score -2138596 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2138947.250000 Penalty: 4774.473145
	Iteration 3F: 3 clusters Score -2138947 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2139434.500000 Penalty: 4774.473145
	Iteration 4Q: 3 clusters Score -2139434 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2140188.000000 Penalty: 4774.473145
	Iteration 5F: 3 clusters Score -2140188 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2141186.500000 Penalty: 4774.473145
	Iteration 6F: 3 clusters Score -2141186 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2142060.750000 Penalty: 4774.473145
	Iteration 7F: 3 clusters Score -2142061 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2142808.000000 Penalty: 4774.473145
	Iteration 8F: 3 clusters Score -2142808 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2143479.500000 Penalty: 4774.473145
	Iteration 9F: 3 clusters Score -2143480 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2144139.000000 Penalty: 4774.473145
	Iteration 10Q: 3 clusters Score -2144139 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2144819.000000 Penalty: 4774.473145
	Iteration 11Q: 3 clusters Score -2144819 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2145385.250000 Penalty: 4774.473145
	Iteration 12Q: 3 clusters Score -2145385 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2145915.500000 Penalty: 4774.473145
	Iteration 13Q: 3 clusters Score -2145916 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2146478.500000 Penalty: 4774.473145
	Iteration 14Q: 3 clusters Score -2146478 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2147072.000000 Penalty: 4774.473145
	Iteration 15Q: 3 clusters Score -2147072 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2147723.500000 Penalty: 4774.473145
	Iteration 16Q: 3 clusters Score -2147724 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2148602.750000 Penalty: 4774.473145
	Iteration 17Q: 3 clusters Score -2148603 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2149426.500000 Penalty: 4774.473145
	Iteration 18Q: 3 clusters Score -2149426 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2149714.000000 Penalty: 4774.473145
	Iteration 19Q: 3 clusters Score -2149714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2149792.500000 Penalty: 4774.473145
	Iteration 20F: 3 clusters Score -2149792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2149802.750000 Penalty: 4774.473145
	Iteration 21Q: 3 clusters Score -2149803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2149807.750000 Penalty: 4774.473145
	Iteration 22Q: 3 clusters Score -2149808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2149806.000000 Penalty: 4774.473145
	Iteration 23Q: 3 clusters Score -2149806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2149808.000000 Penalty: 4774.473145
	Iteration 24Q: 3 clusters Score -2149808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2149808.250000 Penalty: 4774.473145
	Iteration 25Q: 3 clusters Score -2149808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2149809.250000 Penalty: 4774.473145
	Iteration 26Q: 3 clusters Score -2149809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2149806.500000 Penalty: 4774.473145
	Iteration 27Q: 3 clusters Score -2149806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2149807.250000 Penalty: 4774.473145
	Iteration 28Q: 3 clusters Score -2149807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2149807.250000 Penalty: 4774.473145
	Iteration 29F: 3 clusters Score -2149807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 47132 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Entering Unmasked Estep 
Score: -128897296.000000 Penalty: 71433.789062
Splitting cluster 5 changes total score from -128894360.000000 to -128897296.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (12807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Entering Unmasked Estep 
Score: -1681982.625000 Penalty: 2345.521484
	Iteration 0F: 2 clusters Score -1681983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1672523.375000 Penalty: 4691.042969
	Iteration 0F: 3 clusters Score -1672523 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1675577.875000 Penalty: 4691.042969
	Iteration 1F: 3 clusters Score -1675578 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1676155.375000 Penalty: 4691.042969
	Iteration 2F: 3 clusters Score -1676155 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1676724.750000 Penalty: 4691.042969
	Iteration 3F: 3 clusters Score -1676725 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1677205.375000 Penalty: 4691.042969
	Iteration 4F: 3 clusters Score -1677205 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1677600.250000 Penalty: 4691.042969
	Iteration 5F: 3 clusters Score -1677600 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1677961.375000 Penalty: 4691.042969
	Iteration 6Q: 3 clusters Score -1677961 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1678302.250000 Penalty: 4691.042969
	Iteration 7Q: 3 clusters Score -1678302 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1678624.875000 Penalty: 4691.042969
	Iteration 8Q: 3 clusters Score -1678625 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1678885.125000 Penalty: 4691.042969
	Iteration 9Q: 3 clusters Score -1678885 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1679143.250000 Penalty: 4691.042969
	Iteration 10Q: 3 clusters Score -1679143 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1679395.875000 Penalty: 4691.042969
	Iteration 11Q: 3 clusters Score -1679396 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1679617.000000 Penalty: 4691.042969
	Iteration 12Q: 3 clusters Score -1679617 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1679789.875000 Penalty: 4691.042969
	Iteration 13Q: 3 clusters Score -1679790 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1679911.750000 Penalty: 4691.042969
	Iteration 14Q: 3 clusters Score -1679912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1679988.125000 Penalty: 4691.042969
	Iteration 15Q: 3 clusters Score -1679988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1680040.250000 Penalty: 4691.042969
	Iteration 16Q: 3 clusters Score -1680040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1680087.375000 Penalty: 4691.042969
	Iteration 17Q: 3 clusters Score -1680087 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1680127.125000 Penalty: 4691.042969
	Iteration 18Q: 3 clusters Score -1680127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1680165.625000 Penalty: 4691.042969
	Iteration 19Q: 3 clusters Score -1680166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1680201.000000 Penalty: 4691.042969
	Iteration 20F: 3 clusters Score -1680201 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1680212.875000 Penalty: 4691.042969
	Iteration 21Q: 3 clusters Score -1680213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1680231.375000 Penalty: 4691.042969
	Iteration 22Q: 3 clusters Score -1680231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1680254.000000 Penalty: 4691.042969
	Iteration 23Q: 3 clusters Score -1680254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1680263.500000 Penalty: 4691.042969
	Iteration 24Q: 3 clusters Score -1680264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1680273.625000 Penalty: 4691.042969
	Iteration 25Q: 3 clusters Score -1680274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1680281.875000 Penalty: 4691.042969
	Iteration 26Q: 3 clusters Score -1680282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1680286.250000 Penalty: 4691.042969
	Iteration 27Q: 3 clusters Score -1680286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1680293.250000 Penalty: 4691.042969
	Iteration 28Q: 3 clusters Score -1680293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1680292.375000 Penalty: 4691.042969
	Iteration 29Q: 3 clusters Score -1680292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1680301.375000 Penalty: 4691.042969
	Iteration 30Q: 3 clusters Score -1680301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1680307.250000 Penalty: 4691.042969
	Iteration 31Q: 3 clusters Score -1680307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1680309.000000 Penalty: 4691.042969
	Iteration 32Q: 3 clusters Score -1680309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1680309.000000 Penalty: 4691.042969
	Iteration 33Q: 3 clusters Score -1680309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1680304.000000 Penalty: 4691.042969
	Iteration 34Q: 3 clusters Score -1680304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1680314.000000 Penalty: 4691.042969
	Iteration 35Q: 3 clusters Score -1680314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1680312.250000 Penalty: 4691.042969
	Iteration 36Q: 3 clusters Score -1680312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1680315.375000 Penalty: 4691.042969
	Iteration 37Q: 3 clusters Score -1680315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1680311.625000 Penalty: 4691.042969
	Iteration 38Q: 3 clusters Score -1680312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1680314.000000 Penalty: 4691.042969
	Iteration 39Q: 3 clusters Score -1680314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1680314.125000 Penalty: 4691.042969
	Iteration 40F: 3 clusters Score -1680314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1680320.250000 Penalty: 4691.042969
	Iteration 41Q: 3 clusters Score -1680320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1680326.000000 Penalty: 4691.042969
	Iteration 42Q: 3 clusters Score -1680326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1680329.125000 Penalty: 4691.042969
	Iteration 43Q: 3 clusters Score -1680329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1680334.875000 Penalty: 4691.042969
	Iteration 44Q: 3 clusters Score -1680335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1680347.000000 Penalty: 4691.042969
	Iteration 45Q: 3 clusters Score -1680347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1680341.750000 Penalty: 4691.042969
	Iteration 46Q: 3 clusters Score -1680342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1680353.375000 Penalty: 4691.042969
	Iteration 47Q: 3 clusters Score -1680353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1680357.625000 Penalty: 4691.042969
	Iteration 48Q: 3 clusters Score -1680358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1680359.500000 Penalty: 4691.042969
	Iteration 49Q: 3 clusters Score -1680360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1680366.125000 Penalty: 4691.042969
	Iteration 50Q: 3 clusters Score -1680366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1680369.250000 Penalty: 4691.042969
	Iteration 51Q: 3 clusters Score -1680369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1680379.750000 Penalty: 4691.042969
	Iteration 52Q: 3 clusters Score -1680380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1680382.375000 Penalty: 4691.042969
	Iteration 53Q: 3 clusters Score -1680382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1680397.875000 Penalty: 4691.042969
	Iteration 54Q: 3 clusters Score -1680398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1680400.250000 Penalty: 4691.042969
	Iteration 55Q: 3 clusters Score -1680400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1680403.250000 Penalty: 4691.042969
	Iteration 56Q: 3 clusters Score -1680403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1680408.750000 Penalty: 4691.042969
	Iteration 57Q: 3 clusters Score -1680409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1680412.750000 Penalty: 4691.042969
	Iteration 58Q: 3 clusters Score -1680413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1680419.250000 Penalty: 4691.042969
	Iteration 59Q: 3 clusters Score -1680419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1680420.875000 Penalty: 4691.042969
	Iteration 60F: 3 clusters Score -1680421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1680420.625000 Penalty: 4691.042969
	Iteration 61Q: 3 clusters Score -1680421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1680423.375000 Penalty: 4691.042969
	Iteration 62Q: 3 clusters Score -1680423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1680424.500000 Penalty: 4691.042969
	Iteration 63Q: 3 clusters Score -1680424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1680431.250000 Penalty: 4691.042969
	Iteration 64Q: 3 clusters Score -1680431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1680426.000000 Penalty: 4691.042969
	Iteration 65Q: 3 clusters Score -1680426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1680428.625000 Penalty: 4691.042969
	Iteration 66Q: 3 clusters Score -1680429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1680431.250000 Penalty: 4691.042969
	Iteration 67Q: 3 clusters Score -1680431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1680433.000000 Penalty: 4691.042969
	Iteration 68Q: 3 clusters Score -1680433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1680434.750000 Penalty: 4691.042969
	Iteration 69Q: 3 clusters Score -1680435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1680432.875000 Penalty: 4691.042969
	Iteration 70Q: 3 clusters Score -1680433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1680430.375000 Penalty: 4691.042969
	Iteration 71Q: 3 clusters Score -1680430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1680432.875000 Penalty: 4691.042969
	Iteration 72Q: 3 clusters Score -1680433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1680435.375000 Penalty: 4691.042969
	Iteration 73Q: 3 clusters Score -1680435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1680432.500000 Penalty: 4691.042969
	Iteration 74Q: 3 clusters Score -1680432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1680432.125000 Penalty: 4691.042969
	Iteration 75Q: 3 clusters Score -1680432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1680432.125000 Penalty: 4691.042969
	Iteration 76F: 3 clusters Score -1680432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Entering Unmasked Estep 
Score: -6878968.500000 Penalty: 2668.655518
	Iteration 0F: 2 clusters Score -6878968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6847132.000000 Penalty: 5337.311035
	Iteration 0F: 3 clusters Score -6847132 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -6859760.500000 Penalty: 5337.311035
	Iteration 1F: 3 clusters Score -6859760 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6860814.500000 Penalty: 5337.311035
	Iteration 2F: 3 clusters Score -6860814 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -6862319.500000 Penalty: 5337.311035
	Iteration 3F: 3 clusters Score -6862320 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6864400.500000 Penalty: 5337.311035
	Iteration 4F: 3 clusters Score -6864400 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6867194.500000 Penalty: 5337.311035
	Iteration 5F: 3 clusters Score -6867194 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -6870112.000000 Penalty: 5337.311035
	Iteration 6F: 3 clusters Score -6870112 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6872775.000000 Penalty: 5337.311035
	Iteration 7F: 3 clusters Score -6872775 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -6874901.000000 Penalty: 5337.311035
	Iteration 8F: 3 clusters Score -6874901 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -6876486.000000 Penalty: 5337.311035
	Iteration 9Q: 3 clusters Score -6876486 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -6877404.500000 Penalty: 5337.311035
	Iteration 10Q: 3 clusters Score -6877404 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -6877919.500000 Penalty: 5337.311035
	Iteration 11Q: 3 clusters Score -6877920 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -6878332.500000 Penalty: 5337.311035
	Iteration 12Q: 3 clusters Score -6878332 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -6878632.500000 Penalty: 5337.311035
	Iteration 13Q: 3 clusters Score -6878632 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -6878793.500000 Penalty: 5337.311035
	Iteration 14Q: 3 clusters Score -6878794 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6878946.000000 Penalty: 5337.311035
	Iteration 15Q: 3 clusters Score -6878946 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6878989.500000 Penalty: 5337.311035
	Iteration 16Q: 3 clusters Score -6878990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -6879029.500000 Penalty: 5337.311035
	Iteration 17Q: 3 clusters Score -6879030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6879061.500000 Penalty: 5337.311035
	Iteration 18Q: 3 clusters Score -6879062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6879095.000000 Penalty: 5337.311035
	Iteration 19Q: 3 clusters Score -6879095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -6879116.000000 Penalty: 5337.311035
	Iteration 20F: 3 clusters Score -6879116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -6879147.500000 Penalty: 5337.311035
	Iteration 21Q: 3 clusters Score -6879148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6879168.000000 Penalty: 5337.311035
	Iteration 22Q: 3 clusters Score -6879168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -6879175.500000 Penalty: 5337.311035
	Iteration 23Q: 3 clusters Score -6879176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6879192.500000 Penalty: 5337.311035
	Iteration 24Q: 3 clusters Score -6879192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -6879192.000000 Penalty: 5337.311035
	Iteration 25Q: 3 clusters Score -6879192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -6879217.000000 Penalty: 5337.311035
	Iteration 26Q: 3 clusters Score -6879217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -6879220.000000 Penalty: 5337.311035
	Iteration 27Q: 3 clusters Score -6879220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -6879239.500000 Penalty: 5337.311035
	Iteration 28Q: 3 clusters Score -6879240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -6879247.500000 Penalty: 5337.311035
	Iteration 29Q: 3 clusters Score -6879248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -6879239.500000 Penalty: 5337.311035
	Iteration 30Q: 3 clusters Score -6879240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -6879238.500000 Penalty: 5337.311035
	Iteration 31Q: 3 clusters Score -6879238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6879259.000000 Penalty: 5337.311035
	Iteration 32Q: 3 clusters Score -6879259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -6879249.500000 Penalty: 5337.311035
	Iteration 33Q: 3 clusters Score -6879250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6879251.500000 Penalty: 5337.311035
	Iteration 34Q: 3 clusters Score -6879252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -6879247.500000 Penalty: 5337.311035
	Iteration 35Q: 3 clusters Score -6879248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -6879251.000000 Penalty: 5337.311035
	Iteration 36Q: 3 clusters Score -6879251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -6879250.000000 Penalty: 5337.311035
	Iteration 37Q: 3 clusters Score -6879250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -6879270.000000 Penalty: 5337.311035
	Iteration 38Q: 3 clusters Score -6879270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6879273.000000 Penalty: 5337.311035
	Iteration 39Q: 3 clusters Score -6879273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6879283.500000 Penalty: 5337.311035
	Iteration 40F: 3 clusters Score -6879284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -6879297.500000 Penalty: 5337.311035
	Iteration 41Q: 3 clusters Score -6879298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -6879295.500000 Penalty: 5337.311035
	Iteration 42Q: 3 clusters Score -6879296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -6879287.500000 Penalty: 5337.311035
	Iteration 43Q: 3 clusters Score -6879288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -6879298.000000 Penalty: 5337.311035
	Iteration 44Q: 3 clusters Score -6879298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -6879296.500000 Penalty: 5337.311035
	Iteration 45Q: 3 clusters Score -6879296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6879293.000000 Penalty: 5337.311035
	Iteration 46Q: 3 clusters Score -6879293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -6879298.000000 Penalty: 5337.311035
	Iteration 47Q: 3 clusters Score -6879298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6879298.500000 Penalty: 5337.311035
	Iteration 48Q: 3 clusters Score -6879298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6879292.500000 Penalty: 5337.311035
	Iteration 49Q: 3 clusters Score -6879292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -6879292.500000 Penalty: 5337.311035
	Iteration 50Q: 3 clusters Score -6879292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -6879292.500000 Penalty: 5337.311035
	Iteration 51Q: 3 clusters Score -6879292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6879292.000000 Penalty: 5337.311035
	Iteration 52Q: 3 clusters Score -6879292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -6879287.000000 Penalty: 5337.311035
	Iteration 53Q: 3 clusters Score -6879287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -6879283.000000 Penalty: 5337.311035
	Iteration 54Q: 3 clusters Score -6879283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -6879293.000000 Penalty: 5337.311035
	Iteration 55Q: 3 clusters Score -6879293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -6879295.000000 Penalty: 5337.311035
	Iteration 56Q: 3 clusters Score -6879295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -6879293.000000 Penalty: 5337.311035
	Iteration 57Q: 3 clusters Score -6879293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -6879298.000000 Penalty: 5337.311035
	Iteration 58Q: 3 clusters Score -6879298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6879301.500000 Penalty: 5337.311035
	Iteration 59Q: 3 clusters Score -6879302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6879304.000000 Penalty: 5337.311035
	Iteration 60F: 3 clusters Score -6879304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -6879304.500000 Penalty: 5337.311035
	Iteration 61Q: 3 clusters Score -6879304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -6879305.500000 Penalty: 5337.311035
	Iteration 62Q: 3 clusters Score -6879306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -6879307.000000 Penalty: 5337.311035
	Iteration 63Q: 3 clusters Score -6879307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -6879310.500000 Penalty: 5337.311035
	Iteration 64Q: 3 clusters Score -6879310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -6879311.500000 Penalty: 5337.311035
	Iteration 65Q: 3 clusters Score -6879312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -6879308.500000 Penalty: 5337.311035
	Iteration 66Q: 3 clusters Score -6879308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -6879307.500000 Penalty: 5337.311035
	Iteration 67Q: 3 clusters Score -6879308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6879316.000000 Penalty: 5337.311035
	Iteration 68Q: 3 clusters Score -6879316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6879313.000000 Penalty: 5337.311035
	Iteration 69Q: 3 clusters Score -6879313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -6879316.500000 Penalty: 5337.311035
	Iteration 70Q: 3 clusters Score -6879316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -6879316.500000 Penalty: 5337.311035
	Iteration 71F: 3 clusters Score -6879316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 37392 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Mstep: Class 22 contains 9740 members 
Entering Unmasked Estep 
Score: -128897272.000000 Penalty: 74835.390625
Splitting cluster 7 changes total score from -128894360.000000 to -128897272.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (49241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Entering Unmasked Estep 
Score: -7010529.500000 Penalty: 2679.511475
	Iteration 0F: 2 clusters Score -7010530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6977018.000000 Penalty: 5359.022949
	Iteration 0F: 3 clusters Score -6977018 nChanged 22905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6990159.000000 Penalty: 5359.022949
	Iteration 1F: 3 clusters Score -6990159 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -6990892.500000 Penalty: 5359.022949
	Iteration 2Q: 3 clusters Score -6990892 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -6991698.500000 Penalty: 5359.022949
	Iteration 3Q: 3 clusters Score -6991698 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6992686.500000 Penalty: 5359.022949
	Iteration 4Q: 3 clusters Score -6992686 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6993751.000000 Penalty: 5359.022949
	Iteration 5Q: 3 clusters Score -6993751 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -6995192.500000 Penalty: 5359.022949
	Iteration 6F: 3 clusters Score -6995192 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6997059.500000 Penalty: 5359.022949
	Iteration 7F: 3 clusters Score -6997060 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -6999088.000000 Penalty: 5359.022949
	Iteration 8F: 3 clusters Score -6999088 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -7000930.500000 Penalty: 5359.022949
	Iteration 9F: 3 clusters Score -7000930 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7002519.500000 Penalty: 5359.022949
	Iteration 10Q: 3 clusters Score -7002520 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -7003990.000000 Penalty: 5359.022949
	Iteration 11Q: 3 clusters Score -7003990 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7005246.000000 Penalty: 5359.022949
	Iteration 12Q: 3 clusters Score -7005246 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -7006276.500000 Penalty: 5359.022949
	Iteration 13Q: 3 clusters Score -7006276 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7007037.500000 Penalty: 5359.022949
	Iteration 14Q: 3 clusters Score -7007038 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -7007520.000000 Penalty: 5359.022949
	Iteration 15Q: 3 clusters Score -7007520 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -7007851.000000 Penalty: 5359.022949
	Iteration 16Q: 3 clusters Score -7007851 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -7008115.500000 Penalty: 5359.022949
	Iteration 17Q: 3 clusters Score -7008116 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -7008282.000000 Penalty: 5359.022949
	Iteration 18Q: 3 clusters Score -7008282 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -7008417.500000 Penalty: 5359.022949
	Iteration 19Q: 3 clusters Score -7008418 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -7008532.000000 Penalty: 5359.022949
	Iteration 20F: 3 clusters Score -7008532 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -7008599.000000 Penalty: 5359.022949
	Iteration 21Q: 3 clusters Score -7008599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -7008671.000000 Penalty: 5359.022949
	Iteration 22Q: 3 clusters Score -7008671 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -7008702.000000 Penalty: 5359.022949
	Iteration 23Q: 3 clusters Score -7008702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -7008729.000000 Penalty: 5359.022949
	Iteration 24Q: 3 clusters Score -7008729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -7008753.500000 Penalty: 5359.022949
	Iteration 25Q: 3 clusters Score -7008754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -7008776.000000 Penalty: 5359.022949
	Iteration 26Q: 3 clusters Score -7008776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -7008774.000000 Penalty: 5359.022949
	Iteration 27Q: 3 clusters Score -7008774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -7008786.500000 Penalty: 5359.022949
	Iteration 28Q: 3 clusters Score -7008786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -7008810.000000 Penalty: 5359.022949
	Iteration 29Q: 3 clusters Score -7008810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -7008820.500000 Penalty: 5359.022949
	Iteration 30Q: 3 clusters Score -7008820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -7008828.500000 Penalty: 5359.022949
	Iteration 31Q: 3 clusters Score -7008828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -7008840.000000 Penalty: 5359.022949
	Iteration 32Q: 3 clusters Score -7008840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -7008834.000000 Penalty: 5359.022949
	Iteration 33Q: 3 clusters Score -7008834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -7008849.000000 Penalty: 5359.022949
	Iteration 34Q: 3 clusters Score -7008849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -7008858.500000 Penalty: 5359.022949
	Iteration 35Q: 3 clusters Score -7008858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -7008877.500000 Penalty: 5359.022949
	Iteration 36Q: 3 clusters Score -7008878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -7008887.000000 Penalty: 5359.022949
	Iteration 37Q: 3 clusters Score -7008887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -7008898.500000 Penalty: 5359.022949
	Iteration 38Q: 3 clusters Score -7008898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -7008907.000000 Penalty: 5359.022949
	Iteration 39Q: 3 clusters Score -7008907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -7008906.000000 Penalty: 5359.022949
	Iteration 40F: 3 clusters Score -7008906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -7008906.000000 Penalty: 5359.022949
	Iteration 41Q: 3 clusters Score -7008906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -7008915.000000 Penalty: 5359.022949
	Iteration 42Q: 3 clusters Score -7008915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -7008921.500000 Penalty: 5359.022949
	Iteration 43Q: 3 clusters Score -7008922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -7008924.500000 Penalty: 5359.022949
	Iteration 44Q: 3 clusters Score -7008924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -7008924.000000 Penalty: 5359.022949
	Iteration 45Q: 3 clusters Score -7008924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -7008929.500000 Penalty: 5359.022949
	Iteration 46Q: 3 clusters Score -7008930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -7008928.500000 Penalty: 5359.022949
	Iteration 47Q: 3 clusters Score -7008928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -7008937.500000 Penalty: 5359.022949
	Iteration 48Q: 3 clusters Score -7008938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -7008937.000000 Penalty: 5359.022949
	Iteration 49Q: 3 clusters Score -7008937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -7008929.000000 Penalty: 5359.022949
	Iteration 50Q: 3 clusters Score -7008929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -7008936.500000 Penalty: 5359.022949
	Iteration 51Q: 3 clusters Score -7008936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -7008937.500000 Penalty: 5359.022949
	Iteration 52Q: 3 clusters Score -7008938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -7008946.500000 Penalty: 5359.022949
	Iteration 53Q: 3 clusters Score -7008946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -7008951.000000 Penalty: 5359.022949
	Iteration 54Q: 3 clusters Score -7008951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -7008961.500000 Penalty: 5359.022949
	Iteration 55Q: 3 clusters Score -7008962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -7008956.000000 Penalty: 5359.022949
	Iteration 56Q: 3 clusters Score -7008956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -7008968.000000 Penalty: 5359.022949
	Iteration 57Q: 3 clusters Score -7008968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -7008975.000000 Penalty: 5359.022949
	Iteration 58Q: 3 clusters Score -7008975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -7008979.000000 Penalty: 5359.022949
	Iteration 59Q: 3 clusters Score -7008979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -7008983.000000 Penalty: 5359.022949
	Iteration 60F: 3 clusters Score -7008983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -7008983.000000 Penalty: 5359.022949
	Iteration 61Q: 3 clusters Score -7008983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -7008984.500000 Penalty: 5359.022949
	Iteration 62Q: 3 clusters Score -7008984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -7008990.500000 Penalty: 5359.022949
	Iteration 63Q: 3 clusters Score -7008990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -7008988.000000 Penalty: 5359.022949
	Iteration 64Q: 3 clusters Score -7008988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -7008997.500000 Penalty: 5359.022949
	Iteration 65Q: 3 clusters Score -7008998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -7008996.000000 Penalty: 5359.022949
	Iteration 66Q: 3 clusters Score -7008996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -7009001.500000 Penalty: 5359.022949
	Iteration 67Q: 3 clusters Score -7009002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -7009002.000000 Penalty: 5359.022949
	Iteration 68Q: 3 clusters Score -7009002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -7008997.000000 Penalty: 5359.022949
	Iteration 69Q: 3 clusters Score -7008997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -7008998.000000 Penalty: 5359.022949
	Iteration 70Q: 3 clusters Score -7008998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -7008998.000000 Penalty: 5359.022949
	Iteration 71Q: 3 clusters Score -7008998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -7009001.500000 Penalty: 5359.022949
	Iteration 72Q: 3 clusters Score -7009002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -7009004.000000 Penalty: 5359.022949
	Iteration 73Q: 3 clusters Score -7009004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -7009004.500000 Penalty: 5359.022949
	Iteration 74Q: 3 clusters Score -7009004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -7009013.000000 Penalty: 5359.022949
	Iteration 75Q: 3 clusters Score -7009013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -7009015.500000 Penalty: 5359.022949
	Iteration 76Q: 3 clusters Score -7009016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -7009012.000000 Penalty: 5359.022949
	Iteration 77Q: 3 clusters Score -7009012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -7009015.000000 Penalty: 5359.022949
	Iteration 78Q: 3 clusters Score -7009015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -7009010.500000 Penalty: 5359.022949
	Iteration 79Q: 3 clusters Score -7009010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7009014.500000 Penalty: 5359.022949
	Iteration 80F: 3 clusters Score -7009014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -7009015.500000 Penalty: 5359.022949
	Iteration 81Q: 3 clusters Score -7009016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7009018.500000 Penalty: 5359.022949
	Iteration 82Q: 3 clusters Score -7009018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7009018.500000 Penalty: 5359.022949
	Iteration 83F: 3 clusters Score -7009018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Entering Unmasked Estep 
Score: -5712028.500000 Penalty: 2627.245361
	Iteration 0F: 2 clusters Score -5712028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5684937.500000 Penalty: 5254.490723
	Iteration 0F: 3 clusters Score -5684938 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5695096.000000 Penalty: 5254.490723
	Iteration 1F: 3 clusters Score -5695096 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5695724.000000 Penalty: 5254.490723
	Iteration 2Q: 3 clusters Score -5695724 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5696475.500000 Penalty: 5254.490723
	Iteration 3Q: 3 clusters Score -5696476 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5697542.000000 Penalty: 5254.490723
	Iteration 4F: 3 clusters Score -5697542 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5698996.000000 Penalty: 5254.490723
	Iteration 5F: 3 clusters Score -5698996 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5701235.000000 Penalty: 5254.490723
	Iteration 6F: 3 clusters Score -5701235 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5704048.500000 Penalty: 5254.490723
	Iteration 7F: 3 clusters Score -5704048 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5706812.500000 Penalty: 5254.490723
	Iteration 8F: 3 clusters Score -5706812 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -5708923.500000 Penalty: 5254.490723
	Iteration 9Q: 3 clusters Score -5708924 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -5710077.500000 Penalty: 5254.490723
	Iteration 10Q: 3 clusters Score -5710078 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5710603.500000 Penalty: 5254.490723
	Iteration 11Q: 3 clusters Score -5710604 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5710843.000000 Penalty: 5254.490723
	Iteration 12Q: 3 clusters Score -5710843 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5710950.000000 Penalty: 5254.490723
	Iteration 13Q: 3 clusters Score -5710950 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5711009.500000 Penalty: 5254.490723
	Iteration 14Q: 3 clusters Score -5711010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5711031.500000 Penalty: 5254.490723
	Iteration 15Q: 3 clusters Score -5711032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5711060.500000 Penalty: 5254.490723
	Iteration 16Q: 3 clusters Score -5711060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5711071.500000 Penalty: 5254.490723
	Iteration 17Q: 3 clusters Score -5711072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5711087.500000 Penalty: 5254.490723
	Iteration 18Q: 3 clusters Score -5711088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5711093.500000 Penalty: 5254.490723
	Iteration 19Q: 3 clusters Score -5711094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5711091.500000 Penalty: 5254.490723
	Iteration 20F: 3 clusters Score -5711092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5711091.500000 Penalty: 5254.490723
	Iteration 21Q: 3 clusters Score -5711092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5711091.000000 Penalty: 5254.490723
	Iteration 22Q: 3 clusters Score -5711091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5711093.500000 Penalty: 5254.490723
	Iteration 23Q: 3 clusters Score -5711094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5711099.000000 Penalty: 5254.490723
	Iteration 24Q: 3 clusters Score -5711099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5711098.000000 Penalty: 5254.490723
	Iteration 25Q: 3 clusters Score -5711098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5711102.500000 Penalty: 5254.490723
	Iteration 26Q: 3 clusters Score -5711102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5711107.000000 Penalty: 5254.490723
	Iteration 27Q: 3 clusters Score -5711107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -5711111.000000 Penalty: 5254.490723
	Iteration 28Q: 3 clusters Score -5711111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5711111.500000 Penalty: 5254.490723
	Iteration 29Q: 3 clusters Score -5711112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -5711113.000000 Penalty: 5254.490723
	Iteration 30Q: 3 clusters Score -5711113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5711113.000000 Penalty: 5254.490723
	Iteration 31Q: 3 clusters Score -5711113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5711109.500000 Penalty: 5254.490723
	Iteration 32Q: 3 clusters Score -5711110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5711109.000000 Penalty: 5254.490723
	Iteration 33Q: 3 clusters Score -5711109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5711110.000000 Penalty: 5254.490723
	Iteration 34Q: 3 clusters Score -5711110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5711103.000000 Penalty: 5254.490723
	Iteration 35Q: 3 clusters Score -5711103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5711102.500000 Penalty: 5254.490723
	Iteration 36Q: 3 clusters Score -5711102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5711100.000000 Penalty: 5254.490723
	Iteration 37Q: 3 clusters Score -5711100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5711097.500000 Penalty: 5254.490723
	Iteration 38Q: 3 clusters Score -5711098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5711097.500000 Penalty: 5254.490723
	Iteration 39F: 3 clusters Score -5711098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Entering Unmasked Estep 
Score: -997116.187500 Penalty: 2210.426758
	Iteration 0F: 2 clusters Score -997116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -991085.125000 Penalty: 4420.853516
	Iteration 0F: 3 clusters Score -991085.1 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -992999.125000 Penalty: 4420.853516
	Iteration 1F: 3 clusters Score -992999.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -993488.750000 Penalty: 4420.853516
	Iteration 2F: 3 clusters Score -993488.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -993839.062500 Penalty: 4420.853516
	Iteration 3F: 3 clusters Score -993839.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -994186.562500 Penalty: 4420.853516
	Iteration 4F: 3 clusters Score -994186.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -994650.937500 Penalty: 4420.853516
	Iteration 5F: 3 clusters Score -994650.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -995147.562500 Penalty: 4420.853516
	Iteration 6F: 3 clusters Score -995147.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -995577.437500 Penalty: 4420.853516
	Iteration 7F: 3 clusters Score -995577.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -995982.125000 Penalty: 4420.853516
	Iteration 8F: 3 clusters Score -995982.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -996312.625000 Penalty: 4420.853516
	Iteration 9Q: 3 clusters Score -996312.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -996547.312500 Penalty: 4420.853516
	Iteration 10Q: 3 clusters Score -996547.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -996685.125000 Penalty: 4420.853516
	Iteration 11Q: 3 clusters Score -996685.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -996756.625000 Penalty: 4420.853516
	Iteration 12Q: 3 clusters Score -996756.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -996789.562500 Penalty: 4420.853516
	Iteration 13Q: 3 clusters Score -996789.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -996802.625000 Penalty: 4420.853516
	Iteration 14Q: 3 clusters Score -996802.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -996815.125000 Penalty: 4420.853516
	Iteration 15Q: 3 clusters Score -996815.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -996825.875000 Penalty: 4420.853516
	Iteration 16Q: 3 clusters Score -996825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -996830.187500 Penalty: 4420.853516
	Iteration 17Q: 3 clusters Score -996830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -996833.687500 Penalty: 4420.853516
	Iteration 18Q: 3 clusters Score -996833.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -996839.687500 Penalty: 4420.853516
	Iteration 19Q: 3 clusters Score -996839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -996840.000000 Penalty: 4420.853516
	Iteration 20F: 3 clusters Score -996840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -996842.750000 Penalty: 4420.853516
	Iteration 21Q: 3 clusters Score -996842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -996842.250000 Penalty: 4420.853516
	Iteration 22Q: 3 clusters Score -996842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -996842.250000 Penalty: 4420.853516
	Iteration 23Q: 3 clusters Score -996842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -996844.125000 Penalty: 4420.853516
	Iteration 24Q: 3 clusters Score -996844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -996845.062500 Penalty: 4420.853516
	Iteration 25Q: 3 clusters Score -996845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -996845.062500 Penalty: 4420.853516
	Iteration 26F: 3 clusters Score -996845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -382553.781250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -382553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -379265.812500 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -379265.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -380329.312500 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -380329.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380842.062500 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -380842.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -381510.250000 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -381510.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -382531.906250 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -382531.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -383427.406250 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -383427.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -383792.531250 Penalty: 4014.357178
	Iteration 6F: 3 clusters Score -383792.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -383936.750000 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -383936.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -383979.906250 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -383979.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -384005.187500 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -384005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -384017.593750 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -384017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -384024.031250 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -384024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -384033.500000 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -384033.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -384044.406250 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -384044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -384050.187500 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -384050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -384052.250000 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -384052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -384054.968750 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -384055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -384057.343750 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -384057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -384059.125000 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -384059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -384059.187500 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -384059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -384059.281250 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -384059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -384062.093750 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -384062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -384063.187500 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -384063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -384068.562500 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -384068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -384072.656250 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -384072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -384074.750000 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -384074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -384075.750000 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -384075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -384076.312500 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -384076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -384076.312500 Penalty: 4014.357178
	Iteration 28F: 3 clusters Score -384076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 37392 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 378 members 
Entering Unmasked Estep 
Score: -128897712.000000 Penalty: 78237.000000
Splitting cluster 11 changes total score from -128894360.000000 to -128897712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (13474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Entering Unmasked Estep 
Score: -1882975.625000 Penalty: 2358.112305
	Iteration 0F: 2 clusters Score -1882976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1873083.500000 Penalty: 4716.224609
	Iteration 0F: 3 clusters Score -1873084 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1876050.500000 Penalty: 4716.224609
	Iteration 1F: 3 clusters Score -1876050 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1876356.250000 Penalty: 4716.224609
	Iteration 2F: 3 clusters Score -1876356 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1876588.000000 Penalty: 4716.224609
	Iteration 3Q: 3 clusters Score -1876588 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1876795.500000 Penalty: 4716.224609
	Iteration 4Q: 3 clusters Score -1876796 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1877031.000000 Penalty: 4716.224609
	Iteration 5Q: 3 clusters Score -1877031 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1877305.250000 Penalty: 4716.224609
	Iteration 6Q: 3 clusters Score -1877305 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1877681.625000 Penalty: 4716.224609
	Iteration 7Q: 3 clusters Score -1877682 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1878185.500000 Penalty: 4716.224609
	Iteration 8F: 3 clusters Score -1878186 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1878744.500000 Penalty: 4716.224609
	Iteration 9F: 3 clusters Score -1878744 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1879313.375000 Penalty: 4716.224609
	Iteration 10F: 3 clusters Score -1879313 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1879841.625000 Penalty: 4716.224609
	Iteration 11Q: 3 clusters Score -1879842 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1880238.625000 Penalty: 4716.224609
	Iteration 12Q: 3 clusters Score -1880239 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1880478.875000 Penalty: 4716.224609
	Iteration 13Q: 3 clusters Score -1880479 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1880663.500000 Penalty: 4716.224609
	Iteration 14Q: 3 clusters Score -1880664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1880789.750000 Penalty: 4716.224609
	Iteration 15Q: 3 clusters Score -1880790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1880859.250000 Penalty: 4716.224609
	Iteration 16Q: 3 clusters Score -1880859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1880908.250000 Penalty: 4716.224609
	Iteration 17Q: 3 clusters Score -1880908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1880947.375000 Penalty: 4716.224609
	Iteration 18Q: 3 clusters Score -1880947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1880979.125000 Penalty: 4716.224609
	Iteration 19Q: 3 clusters Score -1880979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1881009.000000 Penalty: 4716.224609
	Iteration 20F: 3 clusters Score -1881009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1881032.750000 Penalty: 4716.224609
	Iteration 21Q: 3 clusters Score -1881033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1881044.750000 Penalty: 4716.224609
	Iteration 22Q: 3 clusters Score -1881045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1881052.375000 Penalty: 4716.224609
	Iteration 23Q: 3 clusters Score -1881052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1881065.125000 Penalty: 4716.224609
	Iteration 24Q: 3 clusters Score -1881065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1881069.125000 Penalty: 4716.224609
	Iteration 25Q: 3 clusters Score -1881069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1881071.375000 Penalty: 4716.224609
	Iteration 26Q: 3 clusters Score -1881071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1881073.125000 Penalty: 4716.224609
	Iteration 27Q: 3 clusters Score -1881073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1881075.250000 Penalty: 4716.224609
	Iteration 28Q: 3 clusters Score -1881075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1881078.125000 Penalty: 4716.224609
	Iteration 29Q: 3 clusters Score -1881078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1881080.125000 Penalty: 4716.224609
	Iteration 30Q: 3 clusters Score -1881080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1881083.375000 Penalty: 4716.224609
	Iteration 31Q: 3 clusters Score -1881083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1881088.375000 Penalty: 4716.224609
	Iteration 32Q: 3 clusters Score -1881088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1881091.750000 Penalty: 4716.224609
	Iteration 33Q: 3 clusters Score -1881092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1881096.000000 Penalty: 4716.224609
	Iteration 34Q: 3 clusters Score -1881096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1881105.250000 Penalty: 4716.224609
	Iteration 35Q: 3 clusters Score -1881105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1881110.750000 Penalty: 4716.224609
	Iteration 36Q: 3 clusters Score -1881111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1881113.250000 Penalty: 4716.224609
	Iteration 37Q: 3 clusters Score -1881113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1881113.250000 Penalty: 4716.224609
	Iteration 38F: 3 clusters Score -1881113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -554088.750000 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -554088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -550092.437500 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -550092.4 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -551103.437500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -551103.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -551403.187500 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -551403.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -551648.875000 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -551648.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -551878.687500 Penalty: 4137.458008
	Iteration 4F: 3 clusters Score -551878.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -552085.750000 Penalty: 4137.458008
	Iteration 5F: 3 clusters Score -552085.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -552270.937500 Penalty: 4137.458008
	Iteration 6F: 3 clusters Score -552270.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -552417.437500 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -552417.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -552535.312500 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -552535.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -552609.500000 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -552609.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -552660.000000 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -552660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -552710.000000 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -552710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -552753.500000 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -552753.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -552797.375000 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -552797.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -552828.500000 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -552828.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -552853.312500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -552853.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -552879.250000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -552879.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -552892.437500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -552892.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -552900.062500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -552900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -552902.875000 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -552902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -552905.562500 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -552905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -552906.500000 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -552906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -552906.562500 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -552906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -552907.250000 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -552907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -552910.125000 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -552910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -552911.437500 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -552911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -552913.875000 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -552913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -552918.375000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -552918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -552922.625000 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -552922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -552926.250000 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -552926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -552928.875000 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -552928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -552932.562500 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -552932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -552936.875000 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -552936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -552942.812500 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -552942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -552949.375000 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -552949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -552957.312500 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -552957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -552964.437500 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -552964.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -552972.750000 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -552972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -552983.375000 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -552983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -552988.437500 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -552988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -552991.812500 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -552991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -552994.812500 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -552994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -552995.500000 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -552995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -552998.812500 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -552998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -552999.562500 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -552999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -553000.125000 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -553000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -553002.750000 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -553002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -553002.437500 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -553002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -553002.687500 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -553002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -553002.687500 Penalty: 4137.458008
	Iteration 49F: 3 clusters Score -553002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -323299.750000 Penalty: 1961.371216
	Iteration 0F: 2 clusters Score -323299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -320449.062500 Penalty: 3922.742432
	Iteration 0F: 3 clusters Score -320449.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -324950.906250 Penalty: 3922.742432
	Iteration 1F: 3 clusters Score -324950.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328482.562500 Penalty: 3922.742432
	Iteration 2F: 3 clusters Score -328482.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -329277.625000 Penalty: 3922.742432
	Iteration 3F: 3 clusters Score -329277.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -329730.531250 Penalty: 3922.742432
	Iteration 4Q: 3 clusters Score -329730.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -330143.656250 Penalty: 3922.742432
	Iteration 5Q: 3 clusters Score -330143.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -330482.343750 Penalty: 3922.742432
	Iteration 6Q: 3 clusters Score -330482.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -330741.062500 Penalty: 3922.742432
	Iteration 7Q: 3 clusters Score -330741.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330827.500000 Penalty: 3922.742432
	Iteration 8Q: 3 clusters Score -330827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -330847.906250 Penalty: 3922.742432
	Iteration 9Q: 3 clusters Score -330847.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -330870.812500 Penalty: 3922.742432
	Iteration 10Q: 3 clusters Score -330870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330897.781250 Penalty: 3922.742432
	Iteration 11Q: 3 clusters Score -330897.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -330930.218750 Penalty: 3922.742432
	Iteration 12Q: 3 clusters Score -330930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330983.437500 Penalty: 3922.742432
	Iteration 13Q: 3 clusters Score -330983.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -330999.187500 Penalty: 3922.742432
	Iteration 14Q: 3 clusters Score -330999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -331010.468750 Penalty: 3922.742432
	Iteration 15Q: 3 clusters Score -331010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331022.687500 Penalty: 3922.742432
	Iteration 16Q: 3 clusters Score -331022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331039.375000 Penalty: 3922.742432
	Iteration 17Q: 3 clusters Score -331039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -331085.281250 Penalty: 3922.742432
	Iteration 18Q: 3 clusters Score -331085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -331106.562500 Penalty: 3922.742432
	Iteration 19Q: 3 clusters Score -331106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -331109.218750 Penalty: 3922.742432
	Iteration 20F: 3 clusters Score -331109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 37392 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 378 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
Score: -128904200.000000 Penalty: 81638.609375
Splitting cluster 15 changes total score from -128894360.000000 to -128904200.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (39816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Entering Unmasked Estep 
Score: -5696278.000000 Penalty: 2626.822021
	Iteration 0F: 2 clusters Score -5696278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -5669215.500000 Penalty: 5253.644043
	Iteration 0F: 3 clusters Score -5669216 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5679337.000000 Penalty: 5253.644043
	Iteration 1F: 3 clusters Score -5679337 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5680150.000000 Penalty: 5253.644043
	Iteration 2Q: 3 clusters Score -5680150 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5681230.000000 Penalty: 5253.644043
	Iteration 3F: 3 clusters Score -5681230 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -5682765.500000 Penalty: 5253.644043
	Iteration 4F: 3 clusters Score -5682766 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5684754.000000 Penalty: 5253.644043
	Iteration 5F: 3 clusters Score -5684754 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -5686802.500000 Penalty: 5253.644043
	Iteration 6F: 3 clusters Score -5686802 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -5688682.000000 Penalty: 5253.644043
	Iteration 7F: 3 clusters Score -5688682 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5690243.500000 Penalty: 5253.644043
	Iteration 8F: 3 clusters Score -5690244 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5691634.000000 Penalty: 5253.644043
	Iteration 9Q: 3 clusters Score -5691634 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5693328.000000 Penalty: 5253.644043
	Iteration 10Q: 3 clusters Score -5693328 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5694221.000000 Penalty: 5253.644043
	Iteration 11Q: 3 clusters Score -5694221 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5694467.000000 Penalty: 5253.644043
	Iteration 12Q: 3 clusters Score -5694467 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5694541.000000 Penalty: 5253.644043
	Iteration 13Q: 3 clusters Score -5694541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5694596.500000 Penalty: 5253.644043
	Iteration 14Q: 3 clusters Score -5694596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5694612.000000 Penalty: 5253.644043
	Iteration 15Q: 3 clusters Score -5694612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5694642.000000 Penalty: 5253.644043
	Iteration 16Q: 3 clusters Score -5694642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5694649.000000 Penalty: 5253.644043
	Iteration 17Q: 3 clusters Score -5694649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5694647.500000 Penalty: 5253.644043
	Iteration 18Q: 3 clusters Score -5694648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5694652.000000 Penalty: 5253.644043
	Iteration 19Q: 3 clusters Score -5694652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5694651.500000 Penalty: 5253.644043
	Iteration 20F: 3 clusters Score -5694652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5694657.500000 Penalty: 5253.644043
	Iteration 21Q: 3 clusters Score -5694658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5694661.500000 Penalty: 5253.644043
	Iteration 22Q: 3 clusters Score -5694662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5694658.000000 Penalty: 5253.644043
	Iteration 23Q: 3 clusters Score -5694658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5694658.500000 Penalty: 5253.644043
	Iteration 24Q: 3 clusters Score -5694658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5694658.500000 Penalty: 5253.644043
	Iteration 25Q: 3 clusters Score -5694658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5694658.500000 Penalty: 5253.644043
	Iteration 26Q: 3 clusters Score -5694658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5694658.500000 Penalty: 5253.644043
	Iteration 27F: 3 clusters Score -5694658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (126991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Entering Unmasked Estep 
Score: -18627616.000000 Penalty: 2914.464111
	Iteration 0F: 2 clusters Score -1.862762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -18547498.000000 Penalty: 5828.928223
	Iteration 0F: 3 clusters Score -1.85475e+07 nChanged 60114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -18582914.000000 Penalty: 5828.928223
	Iteration 1F: 3 clusters Score -1.858291e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -18585056.000000 Penalty: 5828.928223
	Iteration 2Q: 3 clusters Score -1.858506e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -18588240.000000 Penalty: 5828.928223
	Iteration 3Q: 3 clusters Score -1.858824e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -18592250.000000 Penalty: 5828.928223
	Iteration 4F: 3 clusters Score -1.859225e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -18597386.000000 Penalty: 5828.928223
	Iteration 5F: 3 clusters Score -1.859739e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -18603220.000000 Penalty: 5828.928223
	Iteration 6F: 3 clusters Score -1.860322e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -18608396.000000 Penalty: 5828.928223
	Iteration 7F: 3 clusters Score -1.86084e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -18611684.000000 Penalty: 5828.928223
	Iteration 8F: 3 clusters Score -1.861168e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -18613394.000000 Penalty: 5828.928223
	Iteration 9Q: 3 clusters Score -1.861339e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -18614222.000000 Penalty: 5828.928223
	Iteration 10Q: 3 clusters Score -1.861422e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -18614664.000000 Penalty: 5828.928223
	Iteration 11Q: 3 clusters Score -1.861466e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -18614852.000000 Penalty: 5828.928223
	Iteration 12Q: 3 clusters Score -1.861485e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -18615116.000000 Penalty: 5828.928223
	Iteration 13Q: 3 clusters Score -1.861512e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -18615162.000000 Penalty: 5828.928223
	Iteration 14Q: 3 clusters Score -1.861516e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -18615384.000000 Penalty: 5828.928223
	Iteration 15Q: 3 clusters Score -1.861538e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -18615604.000000 Penalty: 5828.928223
	Iteration 16Q: 3 clusters Score -1.86156e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -18615930.000000 Penalty: 5828.928223
	Iteration 17Q: 3 clusters Score -1.861593e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -18616258.000000 Penalty: 5828.928223
	Iteration 18Q: 3 clusters Score -1.861626e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -18616476.000000 Penalty: 5828.928223
	Iteration 19Q: 3 clusters Score -1.861648e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -18616892.000000 Penalty: 5828.928223
	Iteration 20F: 3 clusters Score -1.861689e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -18617126.000000 Penalty: 5828.928223
	Iteration 21Q: 3 clusters Score -1.861713e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -18617434.000000 Penalty: 5828.928223
	Iteration 22Q: 3 clusters Score -1.861743e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -18617686.000000 Penalty: 5828.928223
	Iteration 23Q: 3 clusters Score -1.861769e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -18618032.000000 Penalty: 5828.928223
	Iteration 24Q: 3 clusters Score -1.861803e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -18618292.000000 Penalty: 5828.928223
	Iteration 25Q: 3 clusters Score -1.861829e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -18618606.000000 Penalty: 5828.928223
	Iteration 26Q: 3 clusters Score -1.861861e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -18618786.000000 Penalty: 5828.928223
	Iteration 27Q: 3 clusters Score -1.861879e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -18618980.000000 Penalty: 5828.928223
	Iteration 28Q: 3 clusters Score -1.861898e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -18619260.000000 Penalty: 5828.928223
	Iteration 29Q: 3 clusters Score -1.861926e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -18619498.000000 Penalty: 5828.928223
	Iteration 30Q: 3 clusters Score -1.86195e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -18619660.000000 Penalty: 5828.928223
	Iteration 31Q: 3 clusters Score -1.861966e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -18619980.000000 Penalty: 5828.928223
	Iteration 32Q: 3 clusters Score -1.861998e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -18620170.000000 Penalty: 5828.928223
	Iteration 33Q: 3 clusters Score -1.862017e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -18620378.000000 Penalty: 5828.928223
	Iteration 34Q: 3 clusters Score -1.862038e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -18620600.000000 Penalty: 5828.928223
	Iteration 35Q: 3 clusters Score -1.86206e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -18620952.000000 Penalty: 5828.928223
	Iteration 36Q: 3 clusters Score -1.862095e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -18621184.000000 Penalty: 5828.928223
	Iteration 37Q: 3 clusters Score -1.862118e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -18621460.000000 Penalty: 5828.928223
	Iteration 38Q: 3 clusters Score -1.862146e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -18621758.000000 Penalty: 5828.928223
	Iteration 39Q: 3 clusters Score -1.862176e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -18622094.000000 Penalty: 5828.928223
	Iteration 40F: 3 clusters Score -1.862209e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -18622502.000000 Penalty: 5828.928223
	Iteration 41Q: 3 clusters Score -1.86225e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -18622814.000000 Penalty: 5828.928223
	Iteration 42Q: 3 clusters Score -1.862281e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -18623040.000000 Penalty: 5828.928223
	Iteration 43Q: 3 clusters Score -1.862304e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -18623192.000000 Penalty: 5828.928223
	Iteration 44Q: 3 clusters Score -1.862319e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -18623344.000000 Penalty: 5828.928223
	Iteration 45Q: 3 clusters Score -1.862334e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -18623446.000000 Penalty: 5828.928223
	Iteration 46Q: 3 clusters Score -1.862345e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -18623478.000000 Penalty: 5828.928223
	Iteration 47Q: 3 clusters Score -1.862348e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -18623520.000000 Penalty: 5828.928223
	Iteration 48Q: 3 clusters Score -1.862352e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -18623576.000000 Penalty: 5828.928223
	Iteration 49Q: 3 clusters Score -1.862358e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -18623604.000000 Penalty: 5828.928223
	Iteration 50Q: 3 clusters Score -1.86236e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -18623630.000000 Penalty: 5828.928223
	Iteration 51Q: 3 clusters Score -1.862363e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -18623700.000000 Penalty: 5828.928223
	Iteration 52Q: 3 clusters Score -1.86237e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -18623688.000000 Penalty: 5828.928223
	Iteration 53Q: 3 clusters Score -1.862369e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -18623698.000000 Penalty: 5828.928223
	Iteration 54Q: 3 clusters Score -1.86237e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -18623748.000000 Penalty: 5828.928223
	Iteration 55Q: 3 clusters Score -1.862375e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -18623782.000000 Penalty: 5828.928223
	Iteration 56Q: 3 clusters Score -1.862378e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -18623782.000000 Penalty: 5828.928223
	Iteration 57Q: 3 clusters Score -1.862378e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -18623776.000000 Penalty: 5828.928223
	Iteration 58Q: 3 clusters Score -1.862378e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -18623788.000000 Penalty: 5828.928223
	Iteration 59Q: 3 clusters Score -1.862379e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -18623772.000000 Penalty: 5828.928223
	Iteration 60F: 3 clusters Score -1.862377e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -18623784.000000 Penalty: 5828.928223
	Iteration 61Q: 3 clusters Score -1.862378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -18623770.000000 Penalty: 5828.928223
	Iteration 62Q: 3 clusters Score -1.862377e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -18623764.000000 Penalty: 5828.928223
	Iteration 63Q: 3 clusters Score -1.862376e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -18623810.000000 Penalty: 5828.928223
	Iteration 64Q: 3 clusters Score -1.862381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -18623800.000000 Penalty: 5828.928223
	Iteration 65Q: 3 clusters Score -1.86238e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -18623806.000000 Penalty: 5828.928223
	Iteration 66Q: 3 clusters Score -1.862381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -18623802.000000 Penalty: 5828.928223
	Iteration 67Q: 3 clusters Score -1.86238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -18623826.000000 Penalty: 5828.928223
	Iteration 68Q: 3 clusters Score -1.862383e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -18623806.000000 Penalty: 5828.928223
	Iteration 69Q: 3 clusters Score -1.862381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -18623774.000000 Penalty: 5828.928223
	Iteration 70Q: 3 clusters Score -1.862377e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -18623784.000000 Penalty: 5828.928223
	Iteration 71Q: 3 clusters Score -1.862378e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -18623820.000000 Penalty: 5828.928223
	Iteration 72Q: 3 clusters Score -1.862382e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -18623786.000000 Penalty: 5828.928223
	Iteration 73Q: 3 clusters Score -1.862379e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -18623826.000000 Penalty: 5828.928223
	Iteration 74Q: 3 clusters Score -1.862383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -18623806.000000 Penalty: 5828.928223
	Iteration 75Q: 3 clusters Score -1.862381e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -18623830.000000 Penalty: 5828.928223
	Iteration 76Q: 3 clusters Score -1.862383e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -18623824.000000 Penalty: 5828.928223
	Iteration 77Q: 3 clusters Score -1.862382e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -18623886.000000 Penalty: 5828.928223
	Iteration 78Q: 3 clusters Score -1.862389e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -18623924.000000 Penalty: 5828.928223
	Iteration 79Q: 3 clusters Score -1.862392e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -18623962.000000 Penalty: 5828.928223
	Iteration 80F: 3 clusters Score -1.862396e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -18624004.000000 Penalty: 5828.928223
	Iteration 81Q: 3 clusters Score -1.8624e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -18624006.000000 Penalty: 5828.928223
	Iteration 82Q: 3 clusters Score -1.862401e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -18624058.000000 Penalty: 5828.928223
	Iteration 83Q: 3 clusters Score -1.862406e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -18624066.000000 Penalty: 5828.928223
	Iteration 84Q: 3 clusters Score -1.862407e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -18624142.000000 Penalty: 5828.928223
	Iteration 85Q: 3 clusters Score -1.862414e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -18624218.000000 Penalty: 5828.928223
	Iteration 86Q: 3 clusters Score -1.862422e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -18624320.000000 Penalty: 5828.928223
	Iteration 87Q: 3 clusters Score -1.862432e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -18624518.000000 Penalty: 5828.928223
	Iteration 88Q: 3 clusters Score -1.862452e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -18624668.000000 Penalty: 5828.928223
	Iteration 89Q: 3 clusters Score -1.862467e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -18624842.000000 Penalty: 5828.928223
	Iteration 90Q: 3 clusters Score -1.862484e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -18625030.000000 Penalty: 5828.928223
	Iteration 91Q: 3 clusters Score -1.862503e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -18625180.000000 Penalty: 5828.928223
	Iteration 92Q: 3 clusters Score -1.862518e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -18625470.000000 Penalty: 5828.928223
	Iteration 93Q: 3 clusters Score -1.862547e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -18625632.000000 Penalty: 5828.928223
	Iteration 94Q: 3 clusters Score -1.862563e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -18625950.000000 Penalty: 5828.928223
	Iteration 95Q: 3 clusters Score -1.862595e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -18626106.000000 Penalty: 5828.928223
	Iteration 96Q: 3 clusters Score -1.862611e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -18626328.000000 Penalty: 5828.928223
	Iteration 97Q: 3 clusters Score -1.862633e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -18626468.000000 Penalty: 5828.928223
	Iteration 98Q: 3 clusters Score -1.862647e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -18626644.000000 Penalty: 5828.928223
	Iteration 99Q: 3 clusters Score -1.862664e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -18626732.000000 Penalty: 5828.928223
	Iteration 100F: 3 clusters Score -1.862673e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -18626788.000000 Penalty: 5828.928223
	Iteration 101Q: 3 clusters Score -1.862679e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -18626868.000000 Penalty: 5828.928223
	Iteration 102Q: 3 clusters Score -1.862687e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -18626942.000000 Penalty: 5828.928223
	Iteration 103Q: 3 clusters Score -1.862694e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -18626984.000000 Penalty: 5828.928223
	Iteration 104Q: 3 clusters Score -1.862698e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -18626968.000000 Penalty: 5828.928223
	Iteration 105Q: 3 clusters Score -1.862697e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -18627034.000000 Penalty: 5828.928223
	Iteration 106Q: 3 clusters Score -1.862703e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -18627112.000000 Penalty: 5828.928223
	Iteration 107Q: 3 clusters Score -1.862711e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -18627202.000000 Penalty: 5828.928223
	Iteration 108Q: 3 clusters Score -1.86272e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -18627270.000000 Penalty: 5828.928223
	Iteration 109Q: 3 clusters Score -1.862727e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -18627294.000000 Penalty: 5828.928223
	Iteration 110Q: 3 clusters Score -1.862729e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -18627294.000000 Penalty: 5828.928223
	Iteration 111Q: 3 clusters Score -1.862729e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -18627296.000000 Penalty: 5828.928223
	Iteration 112Q: 3 clusters Score -1.86273e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -18627336.000000 Penalty: 5828.928223
	Iteration 113Q: 3 clusters Score -1.862734e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -18627366.000000 Penalty: 5828.928223
	Iteration 114Q: 3 clusters Score -1.862737e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -18627392.000000 Penalty: 5828.928223
	Iteration 115Q: 3 clusters Score -1.862739e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -18627418.000000 Penalty: 5828.928223
	Iteration 116Q: 3 clusters Score -1.862742e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -18627426.000000 Penalty: 5828.928223
	Iteration 117Q: 3 clusters Score -1.862743e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -18627446.000000 Penalty: 5828.928223
	Iteration 118Q: 3 clusters Score -1.862745e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -18627500.000000 Penalty: 5828.928223
	Iteration 119Q: 3 clusters Score -1.86275e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -18627458.000000 Penalty: 5828.928223
	Iteration 120F: 3 clusters Score -1.862746e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -18627506.000000 Penalty: 5828.928223
	Iteration 121Q: 3 clusters Score -1.862751e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 122Q: 3 clusters Score -1.862753e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 123Q: 3 clusters Score -1.862753e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 124Q: 3 clusters Score -1.862752e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 125Q: 3 clusters Score -1.862753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -18627548.000000 Penalty: 5828.928223
	Iteration 126Q: 3 clusters Score -1.862755e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -18627510.000000 Penalty: 5828.928223
	Iteration 127Q: 3 clusters Score -1.862751e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 128Q: 3 clusters Score -1.862752e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 129Q: 3 clusters Score -1.862752e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 130Q: 3 clusters Score -1.862753e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 131Q: 3 clusters Score -1.862752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -18627514.000000 Penalty: 5828.928223
	Iteration 132Q: 3 clusters Score -1.862751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 133Q: 3 clusters Score -1.862753e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -18627500.000000 Penalty: 5828.928223
	Iteration 134Q: 3 clusters Score -1.86275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -18627488.000000 Penalty: 5828.928223
	Iteration 135Q: 3 clusters Score -1.862749e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -18627488.000000 Penalty: 5828.928223
	Iteration 136Q: 3 clusters Score -1.862749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -18627492.000000 Penalty: 5828.928223
	Iteration 137Q: 3 clusters Score -1.862749e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -18627484.000000 Penalty: 5828.928223
	Iteration 138Q: 3 clusters Score -1.862748e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -18627500.000000 Penalty: 5828.928223
	Iteration 139Q: 3 clusters Score -1.86275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -18627482.000000 Penalty: 5828.928223
	Iteration 140F: 3 clusters Score -1.862748e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -18627494.000000 Penalty: 5828.928223
	Iteration 141Q: 3 clusters Score -1.862749e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 142Q: 3 clusters Score -1.862753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 143Q: 3 clusters Score -1.862753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 144Q: 3 clusters Score -1.862752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -18627496.000000 Penalty: 5828.928223
	Iteration 145Q: 3 clusters Score -1.86275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -18627508.000000 Penalty: 5828.928223
	Iteration 146Q: 3 clusters Score -1.862751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -18627498.000000 Penalty: 5828.928223
	Iteration 147Q: 3 clusters Score -1.86275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 148Q: 3 clusters Score -1.862752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -18627502.000000 Penalty: 5828.928223
	Iteration 149Q: 3 clusters Score -1.86275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -18627506.000000 Penalty: 5828.928223
	Iteration 150Q: 3 clusters Score -1.862751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -18627506.000000 Penalty: 5828.928223
	Iteration 151Q: 3 clusters Score -1.862751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -18627506.000000 Penalty: 5828.928223
	Iteration 152Q: 3 clusters Score -1.862751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 153Q: 3 clusters Score -1.862752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 154Q: 3 clusters Score -1.862752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -18627508.000000 Penalty: 5828.928223
	Iteration 155Q: 3 clusters Score -1.862751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 156Q: 3 clusters Score -1.862753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 157Q: 3 clusters Score -1.862752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -18627488.000000 Penalty: 5828.928223
	Iteration 158Q: 3 clusters Score -1.862749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -18627484.000000 Penalty: 5828.928223
	Iteration 159Q: 3 clusters Score -1.862748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -18627482.000000 Penalty: 5828.928223
	Iteration 160F: 3 clusters Score -1.862748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -18627508.000000 Penalty: 5828.928223
	Iteration 161Q: 3 clusters Score -1.862751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 162Q: 3 clusters Score -1.86275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -18627488.000000 Penalty: 5828.928223
	Iteration 163Q: 3 clusters Score -1.862749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -18627488.000000 Penalty: 5828.928223
	Iteration 164Q: 3 clusters Score -1.862749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -18627466.000000 Penalty: 5828.928223
	Iteration 165Q: 3 clusters Score -1.862747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -18627460.000000 Penalty: 5828.928223
	Iteration 166Q: 3 clusters Score -1.862746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -18627476.000000 Penalty: 5828.928223
	Iteration 167Q: 3 clusters Score -1.862748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -18627482.000000 Penalty: 5828.928223
	Iteration 168Q: 3 clusters Score -1.862748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -18627492.000000 Penalty: 5828.928223
	Iteration 169Q: 3 clusters Score -1.862749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 170Q: 3 clusters Score -1.86275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -18627500.000000 Penalty: 5828.928223
	Iteration 171Q: 3 clusters Score -1.86275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 172Q: 3 clusters Score -1.862752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -18627502.000000 Penalty: 5828.928223
	Iteration 173Q: 3 clusters Score -1.86275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 174Q: 3 clusters Score -1.862752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 175Q: 3 clusters Score -1.86275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -18627512.000000 Penalty: 5828.928223
	Iteration 176Q: 3 clusters Score -1.862751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 177Q: 3 clusters Score -1.862752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -18627506.000000 Penalty: 5828.928223
	Iteration 178Q: 3 clusters Score -1.862751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -18627508.000000 Penalty: 5828.928223
	Iteration 179Q: 3 clusters Score -1.862751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -18627508.000000 Penalty: 5828.928223
	Iteration 180F: 3 clusters Score -1.862751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -18627510.000000 Penalty: 5828.928223
	Iteration 181Q: 3 clusters Score -1.862751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 182Q: 3 clusters Score -1.862753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 183Q: 3 clusters Score -1.862753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 184Q: 3 clusters Score -1.862753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 185Q: 3 clusters Score -1.862753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 186Q: 3 clusters Score -1.862753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -18627536.000000 Penalty: 5828.928223
	Iteration 187Q: 3 clusters Score -1.862754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -18627536.000000 Penalty: 5828.928223
	Iteration 188Q: 3 clusters Score -1.862754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 189Q: 3 clusters Score -1.862753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -18627536.000000 Penalty: 5828.928223
	Iteration 190Q: 3 clusters Score -1.862754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 191Q: 3 clusters Score -1.862752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 192Q: 3 clusters Score -1.862753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 193Q: 3 clusters Score -1.862752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 194Q: 3 clusters Score -1.862752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 195Q: 3 clusters Score -1.862752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 196Q: 3 clusters Score -1.862752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 197Q: 3 clusters Score -1.862752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 198Q: 3 clusters Score -1.862752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 199Q: 3 clusters Score -1.862752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 200F: 3 clusters Score -1.862753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 201Q: 3 clusters Score -1.862752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 202Q: 3 clusters Score -1.862753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -18627544.000000 Penalty: 5828.928223
	Iteration 203Q: 3 clusters Score -1.862754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 204Q: 3 clusters Score -1.862753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 205Q: 3 clusters Score -1.862753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 206Q: 3 clusters Score -1.862753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 207Q: 3 clusters Score -1.862752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 208Q: 3 clusters Score -1.862752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -18627542.000000 Penalty: 5828.928223
	Iteration 209Q: 3 clusters Score -1.862754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -18627552.000000 Penalty: 5828.928223
	Iteration 210Q: 3 clusters Score -1.862755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 211Q: 3 clusters Score -1.862753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -18627554.000000 Penalty: 5828.928223
	Iteration 212Q: 3 clusters Score -1.862755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -18627536.000000 Penalty: 5828.928223
	Iteration 213Q: 3 clusters Score -1.862754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -18627546.000000 Penalty: 5828.928223
	Iteration 214Q: 3 clusters Score -1.862755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -18627550.000000 Penalty: 5828.928223
	Iteration 215Q: 3 clusters Score -1.862755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -18627554.000000 Penalty: 5828.928223
	Iteration 216Q: 3 clusters Score -1.862755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -18627544.000000 Penalty: 5828.928223
	Iteration 217Q: 3 clusters Score -1.862754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -18627544.000000 Penalty: 5828.928223
	Iteration 218Q: 3 clusters Score -1.862754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -18627546.000000 Penalty: 5828.928223
	Iteration 219Q: 3 clusters Score -1.862755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -18627546.000000 Penalty: 5828.928223
	Iteration 220F: 3 clusters Score -1.862755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -18627544.000000 Penalty: 5828.928223
	Iteration 221Q: 3 clusters Score -1.862754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -18627546.000000 Penalty: 5828.928223
	Iteration 222Q: 3 clusters Score -1.862755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -18627548.000000 Penalty: 5828.928223
	Iteration 223Q: 3 clusters Score -1.862755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -18627548.000000 Penalty: 5828.928223
	Iteration 224Q: 3 clusters Score -1.862755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -18627556.000000 Penalty: 5828.928223
	Iteration 225Q: 3 clusters Score -1.862756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -18627556.000000 Penalty: 5828.928223
	Iteration 226Q: 3 clusters Score -1.862756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -18627578.000000 Penalty: 5828.928223
	Iteration 227Q: 3 clusters Score -1.862758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -18627578.000000 Penalty: 5828.928223
	Iteration 228Q: 3 clusters Score -1.862758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -18627586.000000 Penalty: 5828.928223
	Iteration 229Q: 3 clusters Score -1.862759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -18627596.000000 Penalty: 5828.928223
	Iteration 230Q: 3 clusters Score -1.86276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -18627572.000000 Penalty: 5828.928223
	Iteration 231Q: 3 clusters Score -1.862757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -18627554.000000 Penalty: 5828.928223
	Iteration 232Q: 3 clusters Score -1.862755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -18627560.000000 Penalty: 5828.928223
	Iteration 233Q: 3 clusters Score -1.862756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -18627584.000000 Penalty: 5828.928223
	Iteration 234Q: 3 clusters Score -1.862758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -18627562.000000 Penalty: 5828.928223
	Iteration 235Q: 3 clusters Score -1.862756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 236Q: 3 clusters Score -1.862752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 237Q: 3 clusters Score -1.862752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 238Q: 3 clusters Score -1.862752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 239Q: 3 clusters Score -1.862753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97046 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 240F: 3 clusters Score -1.862753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -18627498.000000 Penalty: 5828.928223
	Iteration 241Q: 3 clusters Score -1.86275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -18627498.000000 Penalty: 5828.928223
	Iteration 242Q: 3 clusters Score -1.86275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 243Q: 3 clusters Score -1.86275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 244Q: 3 clusters Score -1.86275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -18627510.000000 Penalty: 5828.928223
	Iteration 245Q: 3 clusters Score -1.862751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -18627498.000000 Penalty: 5828.928223
	Iteration 246Q: 3 clusters Score -1.86275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -18627510.000000 Penalty: 5828.928223
	Iteration 247Q: 3 clusters Score -1.862751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -18627500.000000 Penalty: 5828.928223
	Iteration 248Q: 3 clusters Score -1.86275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -18627492.000000 Penalty: 5828.928223
	Iteration 249Q: 3 clusters Score -1.862749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -18627504.000000 Penalty: 5828.928223
	Iteration 250Q: 3 clusters Score -1.86275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -18627512.000000 Penalty: 5828.928223
	Iteration 251Q: 3 clusters Score -1.862751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -18627518.000000 Penalty: 5828.928223
	Iteration 252Q: 3 clusters Score -1.862752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 253Q: 3 clusters Score -1.862752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 254Q: 3 clusters Score -1.862753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -18627514.000000 Penalty: 5828.928223
	Iteration 255Q: 3 clusters Score -1.862751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 256Q: 3 clusters Score -1.862753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 257Q: 3 clusters Score -1.862753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 258Q: 3 clusters Score -1.862752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -18627496.000000 Penalty: 5828.928223
	Iteration 259Q: 3 clusters Score -1.86275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -18627514.000000 Penalty: 5828.928223
	Iteration 260F: 3 clusters Score -1.862751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 261Q: 3 clusters Score -1.862752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 262Q: 3 clusters Score -1.862752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -18627516.000000 Penalty: 5828.928223
	Iteration 263Q: 3 clusters Score -1.862752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 264Q: 3 clusters Score -1.862752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 265Q: 3 clusters Score -1.862752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 266Q: 3 clusters Score -1.862752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -18627524.000000 Penalty: 5828.928223
	Iteration 267Q: 3 clusters Score -1.862752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -18627530.000000 Penalty: 5828.928223
	Iteration 268Q: 3 clusters Score -1.862753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 269Q: 3 clusters Score -1.862752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -18627526.000000 Penalty: 5828.928223
	Iteration 270Q: 3 clusters Score -1.862753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -18627520.000000 Penalty: 5828.928223
	Iteration 271Q: 3 clusters Score -1.862752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5828.928223
	Iteration 272Q: 3 clusters Score -1.862753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5828.928223
	Iteration 273Q: 3 clusters Score -1.862752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 274Q: 3 clusters Score -1.862753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -18627532.000000 Penalty: 5828.928223
	Iteration 275F: 3 clusters Score -1.862753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -1043668.500000 Penalty: 2204.890137
	Iteration 0F: 2 clusters Score -1043668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1037690.875000 Penalty: 4409.780273
	Iteration 0F: 3 clusters Score -1037691 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1039352.375000 Penalty: 4409.780273
	Iteration 1F: 3 clusters Score -1039352 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1039651.812500 Penalty: 4409.780273
	Iteration 2F: 3 clusters Score -1039652 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1039927.750000 Penalty: 4409.780273
	Iteration 3F: 3 clusters Score -1039928 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1040176.062500 Penalty: 4409.780273
	Iteration 4F: 3 clusters Score -1040176 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1040401.625000 Penalty: 4409.780273
	Iteration 5Q: 3 clusters Score -1040402 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1040621.750000 Penalty: 4409.780273
	Iteration 6Q: 3 clusters Score -1040622 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1040818.062500 Penalty: 4409.780273
	Iteration 7Q: 3 clusters Score -1040818 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1040991.875000 Penalty: 4409.780273
	Iteration 8Q: 3 clusters Score -1040992 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1041163.875000 Penalty: 4409.780273
	Iteration 9Q: 3 clusters Score -1041164 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1041318.250000 Penalty: 4409.780273
	Iteration 10Q: 3 clusters Score -1041318 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1041494.500000 Penalty: 4409.780273
	Iteration 11Q: 3 clusters Score -1041494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1041641.187500 Penalty: 4409.780273
	Iteration 12Q: 3 clusters Score -1041641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1041753.687500 Penalty: 4409.780273
	Iteration 13Q: 3 clusters Score -1041754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1041822.375000 Penalty: 4409.780273
	Iteration 14Q: 3 clusters Score -1041822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1041865.750000 Penalty: 4409.780273
	Iteration 15Q: 3 clusters Score -1041866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1041902.250000 Penalty: 4409.780273
	Iteration 16Q: 3 clusters Score -1041902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1041924.625000 Penalty: 4409.780273
	Iteration 17Q: 3 clusters Score -1041925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1041939.937500 Penalty: 4409.780273
	Iteration 18Q: 3 clusters Score -1041940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1041957.375000 Penalty: 4409.780273
	Iteration 19Q: 3 clusters Score -1041957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1041973.500000 Penalty: 4409.780273
	Iteration 20F: 3 clusters Score -1041974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1041986.000000 Penalty: 4409.780273
	Iteration 21Q: 3 clusters Score -1041986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1041997.250000 Penalty: 4409.780273
	Iteration 22Q: 3 clusters Score -1041997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1042006.875000 Penalty: 4409.780273
	Iteration 23Q: 3 clusters Score -1042007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1042014.437500 Penalty: 4409.780273
	Iteration 24Q: 3 clusters Score -1042014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1042018.687500 Penalty: 4409.780273
	Iteration 25Q: 3 clusters Score -1042019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1042024.687500 Penalty: 4409.780273
	Iteration 26Q: 3 clusters Score -1042025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1042034.437500 Penalty: 4409.780273
	Iteration 27Q: 3 clusters Score -1042034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1042038.875000 Penalty: 4409.780273
	Iteration 28Q: 3 clusters Score -1042039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1042041.500000 Penalty: 4409.780273
	Iteration 29Q: 3 clusters Score -1042042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1042045.937500 Penalty: 4409.780273
	Iteration 30Q: 3 clusters Score -1042046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1042047.125000 Penalty: 4409.780273
	Iteration 31Q: 3 clusters Score -1042047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1042046.312500 Penalty: 4409.780273
	Iteration 32Q: 3 clusters Score -1042046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1042046.312500 Penalty: 4409.780273
	Iteration 33F: 3 clusters Score -1042046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -840966.250000 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -840966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -835886.625000 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -835886.6 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -837148.562500 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -837148.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -837397.000000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -837397 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -837543.875000 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -837543.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -837652.562500 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -837652.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -837730.000000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -837730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -837800.625000 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -837800.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -837868.687500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -837868.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -837941.375000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -837941.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -838017.125000 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -838017.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -838099.062500 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -838099.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -838181.437500 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -838181.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -838266.000000 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -838266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -838337.437500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -838337.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -838412.625000 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -838412.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -838482.000000 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -838482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -838552.687500 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -838552.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -838630.187500 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -838630.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -838715.625000 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -838715.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -838792.500000 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -838792.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -838856.875000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -838856.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -838910.000000 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -838910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -838946.875000 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -838946.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -838983.500000 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -838983.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -839014.937500 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -839014.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -839040.625000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -839040.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -839054.125000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -839054.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -839067.937500 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -839067.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -839078.062500 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -839078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -839089.437500 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -839089.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -839104.125000 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -839104.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -839114.375000 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -839114.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -839123.000000 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -839123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -839126.187500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -839126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -839128.937500 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -839128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -839129.937500 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -839129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -839132.250000 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -839132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -839135.437500 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -839135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -839137.500000 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -839137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -839141.000000 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -839141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -839146.937500 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -839146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -839149.625000 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -839149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -839150.687500 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -839150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -839150.687500 Penalty: 4299.851562
	Iteration 43F: 3 clusters Score -839150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (204375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204375 members 
Entering Unmasked Estep 
Score: -29896792.000000 Penalty: 3032.472412
	Iteration 0F: 2 clusters Score -2.989679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -29770852.000000 Penalty: 6064.944824
	Iteration 0F: 3 clusters Score -2.977085e+07 nChanged 98213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 104324 members 
Entering Unmasked Estep 
Score: -29828430.000000 Penalty: 6064.944824
	Iteration 1F: 3 clusters Score -2.982843e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -29830620.000000 Penalty: 6064.944824
	Iteration 2Q: 3 clusters Score -2.983062e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -29834278.000000 Penalty: 6064.944824
	Iteration 3Q: 3 clusters Score -2.983428e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -29839120.000000 Penalty: 6064.944824
	Iteration 4Q: 3 clusters Score -2.983912e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -29845032.000000 Penalty: 6064.944824
	Iteration 5F: 3 clusters Score -2.984503e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -29851358.000000 Penalty: 6064.944824
	Iteration 6F: 3 clusters Score -2.985136e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -29857250.000000 Penalty: 6064.944824
	Iteration 7F: 3 clusters Score -2.985725e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -29862584.000000 Penalty: 6064.944824
	Iteration 8F: 3 clusters Score -2.986258e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -29867166.000000 Penalty: 6064.944824
	Iteration 9F: 3 clusters Score -2.986717e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -29870928.000000 Penalty: 6064.944824
	Iteration 10Q: 3 clusters Score -2.987093e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -29874200.000000 Penalty: 6064.944824
	Iteration 11Q: 3 clusters Score -2.98742e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -29876266.000000 Penalty: 6064.944824
	Iteration 12Q: 3 clusters Score -2.987627e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -29877388.000000 Penalty: 6064.944824
	Iteration 13Q: 3 clusters Score -2.987739e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -29878084.000000 Penalty: 6064.944824
	Iteration 14Q: 3 clusters Score -2.987808e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -29878882.000000 Penalty: 6064.944824
	Iteration 15Q: 3 clusters Score -2.987888e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -29879754.000000 Penalty: 6064.944824
	Iteration 16Q: 3 clusters Score -2.987975e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117462 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -29880362.000000 Penalty: 6064.944824
	Iteration 17Q: 3 clusters Score -2.988036e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118275 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -29881048.000000 Penalty: 6064.944824
	Iteration 18Q: 3 clusters Score -2.988105e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118976 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -29881696.000000 Penalty: 6064.944824
	Iteration 19Q: 3 clusters Score -2.98817e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -29882232.000000 Penalty: 6064.944824
	Iteration 20F: 3 clusters Score -2.988223e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -29882584.000000 Penalty: 6064.944824
	Iteration 21Q: 3 clusters Score -2.988258e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120792 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -29882898.000000 Penalty: 6064.944824
	Iteration 22Q: 3 clusters Score -2.98829e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -29883150.000000 Penalty: 6064.944824
	Iteration 23Q: 3 clusters Score -2.988315e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -29883314.000000 Penalty: 6064.944824
	Iteration 24Q: 3 clusters Score -2.988331e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -29883540.000000 Penalty: 6064.944824
	Iteration 25Q: 3 clusters Score -2.988354e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -29883698.000000 Penalty: 6064.944824
	Iteration 26Q: 3 clusters Score -2.98837e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -29883824.000000 Penalty: 6064.944824
	Iteration 27Q: 3 clusters Score -2.988382e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -29884078.000000 Penalty: 6064.944824
	Iteration 28Q: 3 clusters Score -2.988408e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -29884212.000000 Penalty: 6064.944824
	Iteration 29Q: 3 clusters Score -2.988421e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -29884372.000000 Penalty: 6064.944824
	Iteration 30Q: 3 clusters Score -2.988437e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -29884520.000000 Penalty: 6064.944824
	Iteration 31Q: 3 clusters Score -2.988452e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -29884778.000000 Penalty: 6064.944824
	Iteration 32Q: 3 clusters Score -2.988478e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -29884854.000000 Penalty: 6064.944824
	Iteration 33Q: 3 clusters Score -2.988485e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -29884956.000000 Penalty: 6064.944824
	Iteration 34Q: 3 clusters Score -2.988496e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -29885112.000000 Penalty: 6064.944824
	Iteration 35Q: 3 clusters Score -2.988511e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -29885262.000000 Penalty: 6064.944824
	Iteration 36Q: 3 clusters Score -2.988526e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -29885392.000000 Penalty: 6064.944824
	Iteration 37Q: 3 clusters Score -2.988539e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -29885492.000000 Penalty: 6064.944824
	Iteration 38Q: 3 clusters Score -2.988549e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -29885508.000000 Penalty: 6064.944824
	Iteration 39Q: 3 clusters Score -2.988551e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -29885694.000000 Penalty: 6064.944824
	Iteration 40F: 3 clusters Score -2.988569e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133241 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -29885702.000000 Penalty: 6064.944824
	Iteration 41Q: 3 clusters Score -2.98857e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134147 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -29885804.000000 Penalty: 6064.944824
	Iteration 42Q: 3 clusters Score -2.98858e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -29886074.000000 Penalty: 6064.944824
	Iteration 43Q: 3 clusters Score -2.988607e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -29886286.000000 Penalty: 6064.944824
	Iteration 44Q: 3 clusters Score -2.988629e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137012 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -29886356.000000 Penalty: 6064.944824
	Iteration 45Q: 3 clusters Score -2.988636e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -29886466.000000 Penalty: 6064.944824
	Iteration 46Q: 3 clusters Score -2.988647e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -29886670.000000 Penalty: 6064.944824
	Iteration 47Q: 3 clusters Score -2.988667e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -29886764.000000 Penalty: 6064.944824
	Iteration 48Q: 3 clusters Score -2.988676e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -29887022.000000 Penalty: 6064.944824
	Iteration 49Q: 3 clusters Score -2.988702e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -29887242.000000 Penalty: 6064.944824
	Iteration 50Q: 3 clusters Score -2.988724e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -29887512.000000 Penalty: 6064.944824
	Iteration 51Q: 3 clusters Score -2.988751e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145395 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -29887656.000000 Penalty: 6064.944824
	Iteration 52Q: 3 clusters Score -2.988766e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146755 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -29887768.000000 Penalty: 6064.944824
	Iteration 53Q: 3 clusters Score -2.988777e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -29888080.000000 Penalty: 6064.944824
	Iteration 54Q: 3 clusters Score -2.988808e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -29888310.000000 Penalty: 6064.944824
	Iteration 55Q: 3 clusters Score -2.988831e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -29888566.000000 Penalty: 6064.944824
	Iteration 56Q: 3 clusters Score -2.988857e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -29888934.000000 Penalty: 6064.944824
	Iteration 57Q: 3 clusters Score -2.988893e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -29889350.000000 Penalty: 6064.944824
	Iteration 58Q: 3 clusters Score -2.988935e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -29889714.000000 Penalty: 6064.944824
	Iteration 59Q: 3 clusters Score -2.988971e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -29890304.000000 Penalty: 6064.944824
	Iteration 60F: 3 clusters Score -2.98903e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160240 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -29890776.000000 Penalty: 6064.944824
	Iteration 61Q: 3 clusters Score -2.989078e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -29891374.000000 Penalty: 6064.944824
	Iteration 62Q: 3 clusters Score -2.989137e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -29892014.000000 Penalty: 6064.944824
	Iteration 63Q: 3 clusters Score -2.989201e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -29892592.000000 Penalty: 6064.944824
	Iteration 64Q: 3 clusters Score -2.989259e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -29893240.000000 Penalty: 6064.944824
	Iteration 65Q: 3 clusters Score -2.989324e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -29893830.000000 Penalty: 6064.944824
	Iteration 66Q: 3 clusters Score -2.989383e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172417 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -29894376.000000 Penalty: 6064.944824
	Iteration 67Q: 3 clusters Score -2.989438e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174388 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -29895174.000000 Penalty: 6064.944824
	Iteration 68Q: 3 clusters Score -2.989517e+07 nChanged 2006
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176388 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -29896188.000000 Penalty: 6064.944824
	Iteration 69Q: 3 clusters Score -2.989619e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -29896870.000000 Penalty: 6064.944824
	Iteration 70Q: 3 clusters Score -2.989687e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181021 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -29897696.000000 Penalty: 6064.944824
	Iteration 71Q: 3 clusters Score -2.98977e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -29898020.000000 Penalty: 6064.944824
	Iteration 72Q: 3 clusters Score -2.989802e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185681 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -29898410.000000 Penalty: 6064.944824
	Iteration 73Q: 3 clusters Score -2.989841e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -29898690.000000 Penalty: 6064.944824
	Iteration 74Q: 3 clusters Score -2.989869e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189930 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -29898846.000000 Penalty: 6064.944824
	Iteration 75Q: 3 clusters Score -2.989885e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191626 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -29898846.000000 Penalty: 6064.944824
	Iteration 76Q: 3 clusters Score -2.989885e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193067 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -29898776.000000 Penalty: 6064.944824
	Iteration 77Q: 3 clusters Score -2.989878e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194306 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -29898642.000000 Penalty: 6064.944824
	Iteration 78Q: 3 clusters Score -2.989864e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -29898386.000000 Penalty: 6064.944824
	Iteration 79Q: 3 clusters Score -2.989839e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196270 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -29898338.000000 Penalty: 6064.944824
	Iteration 80F: 3 clusters Score -2.989834e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -29898072.000000 Penalty: 6064.944824
	Iteration 81Q: 3 clusters Score -2.989807e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -29897742.000000 Penalty: 6064.944824
	Iteration 82Q: 3 clusters Score -2.989774e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -29897530.000000 Penalty: 6064.944824
	Iteration 83Q: 3 clusters Score -2.989753e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199281 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -29897250.000000 Penalty: 6064.944824
	Iteration 84Q: 3 clusters Score -2.989725e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199797 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -29897138.000000 Penalty: 6064.944824
	Iteration 85Q: 3 clusters Score -2.989714e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200267 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -29896974.000000 Penalty: 6064.944824
	Iteration 86Q: 3 clusters Score -2.989697e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -29896774.000000 Penalty: 6064.944824
	Iteration 87Q: 3 clusters Score -2.989677e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201004 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -29896510.000000 Penalty: 6064.944824
	Iteration 88Q: 3 clusters Score -2.989651e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -29896418.000000 Penalty: 6064.944824
	Iteration 89Q: 3 clusters Score -2.989642e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201537 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -29896302.000000 Penalty: 6064.944824
	Iteration 90Q: 3 clusters Score -2.98963e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201755 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -29896202.000000 Penalty: 6064.944824
	Iteration 91Q: 3 clusters Score -2.98962e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201945 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -29896150.000000 Penalty: 6064.944824
	Iteration 92Q: 3 clusters Score -2.989615e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202098 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -29896086.000000 Penalty: 6064.944824
	Iteration 93Q: 3 clusters Score -2.989609e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202233 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -29896038.000000 Penalty: 6064.944824
	Iteration 94Q: 3 clusters Score -2.989604e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -29896006.000000 Penalty: 6064.944824
	Iteration 95Q: 3 clusters Score -2.989601e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202450 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -29895956.000000 Penalty: 6064.944824
	Iteration 96Q: 3 clusters Score -2.989596e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202523 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -29895898.000000 Penalty: 6064.944824
	Iteration 97Q: 3 clusters Score -2.98959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202576 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -29895816.000000 Penalty: 6064.944824
	Iteration 98Q: 3 clusters Score -2.989582e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202635 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -29895786.000000 Penalty: 6064.944824
	Iteration 99Q: 3 clusters Score -2.989579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202688 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -29895718.000000 Penalty: 6064.944824
	Iteration 100F: 3 clusters Score -2.989572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202730 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -29895746.000000 Penalty: 6064.944824
	Iteration 101Q: 3 clusters Score -2.989575e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202772 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -29895732.000000 Penalty: 6064.944824
	Iteration 102Q: 3 clusters Score -2.989573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202804 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -29895742.000000 Penalty: 6064.944824
	Iteration 103Q: 3 clusters Score -2.989574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202833 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -29895750.000000 Penalty: 6064.944824
	Iteration 104Q: 3 clusters Score -2.989575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202861 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -29895710.000000 Penalty: 6064.944824
	Iteration 105Q: 3 clusters Score -2.989571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202884 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -29895690.000000 Penalty: 6064.944824
	Iteration 106Q: 3 clusters Score -2.989569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202906 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -29895688.000000 Penalty: 6064.944824
	Iteration 107Q: 3 clusters Score -2.989569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202930 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -29895678.000000 Penalty: 6064.944824
	Iteration 108Q: 3 clusters Score -2.989568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202959 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29895664.000000 Penalty: 6064.944824
	Iteration 109Q: 3 clusters Score -2.989566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202982 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -29895628.000000 Penalty: 6064.944824
	Iteration 110Q: 3 clusters Score -2.989563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -29895628.000000 Penalty: 6064.944824
	Iteration 111Q: 3 clusters Score -2.989563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203012 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -29895590.000000 Penalty: 6064.944824
	Iteration 112Q: 3 clusters Score -2.989559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203029 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -29895552.000000 Penalty: 6064.944824
	Iteration 113Q: 3 clusters Score -2.989555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203048 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -29895562.000000 Penalty: 6064.944824
	Iteration 114Q: 3 clusters Score -2.989556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203063 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -29895556.000000 Penalty: 6064.944824
	Iteration 115Q: 3 clusters Score -2.989556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203082 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -29895536.000000 Penalty: 6064.944824
	Iteration 116Q: 3 clusters Score -2.989554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203097 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -29895530.000000 Penalty: 6064.944824
	Iteration 117Q: 3 clusters Score -2.989553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29895504.000000 Penalty: 6064.944824
	Iteration 118Q: 3 clusters Score -2.98955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203133 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -29895492.000000 Penalty: 6064.944824
	Iteration 119Q: 3 clusters Score -2.989549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -29895482.000000 Penalty: 6064.944824
	Iteration 120F: 3 clusters Score -2.989548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203181 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -29895464.000000 Penalty: 6064.944824
	Iteration 121Q: 3 clusters Score -2.989546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203191 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -29895480.000000 Penalty: 6064.944824
	Iteration 122Q: 3 clusters Score -2.989548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203202 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -29895470.000000 Penalty: 6064.944824
	Iteration 123Q: 3 clusters Score -2.989547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203213 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -29895434.000000 Penalty: 6064.944824
	Iteration 124Q: 3 clusters Score -2.989543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -29895448.000000 Penalty: 6064.944824
	Iteration 125Q: 3 clusters Score -2.989545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203228 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -29895424.000000 Penalty: 6064.944824
	Iteration 126Q: 3 clusters Score -2.989542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203231 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -29895428.000000 Penalty: 6064.944824
	Iteration 127Q: 3 clusters Score -2.989543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203231 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -29895426.000000 Penalty: 6064.944824
	Iteration 128Q: 3 clusters Score -2.989543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -29895442.000000 Penalty: 6064.944824
	Iteration 129Q: 3 clusters Score -2.989544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203234 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29895452.000000 Penalty: 6064.944824
	Iteration 130Q: 3 clusters Score -2.989545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203238 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -29895444.000000 Penalty: 6064.944824
	Iteration 131Q: 3 clusters Score -2.989544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203242 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -29895438.000000 Penalty: 6064.944824
	Iteration 132Q: 3 clusters Score -2.989544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -29895432.000000 Penalty: 6064.944824
	Iteration 133Q: 3 clusters Score -2.989543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29895430.000000 Penalty: 6064.944824
	Iteration 134Q: 3 clusters Score -2.989543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203249 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -29895422.000000 Penalty: 6064.944824
	Iteration 135Q: 3 clusters Score -2.989542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203252 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -29895402.000000 Penalty: 6064.944824
	Iteration 136Q: 3 clusters Score -2.98954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203256 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -29895414.000000 Penalty: 6064.944824
	Iteration 137Q: 3 clusters Score -2.989541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203258 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -29895398.000000 Penalty: 6064.944824
	Iteration 138Q: 3 clusters Score -2.98954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203262 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -29895408.000000 Penalty: 6064.944824
	Iteration 139Q: 3 clusters Score -2.989541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203265 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -29895412.000000 Penalty: 6064.944824
	Iteration 140F: 3 clusters Score -2.989541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -29895398.000000 Penalty: 6064.944824
	Iteration 141Q: 3 clusters Score -2.98954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203269 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -29895408.000000 Penalty: 6064.944824
	Iteration 142Q: 3 clusters Score -2.989541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203271 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -29895404.000000 Penalty: 6064.944824
	Iteration 143Q: 3 clusters Score -2.98954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203273 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -29895404.000000 Penalty: 6064.944824
	Iteration 144Q: 3 clusters Score -2.98954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203273 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -29895404.000000 Penalty: 6064.944824
	Iteration 145F: 3 clusters Score -2.98954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (97645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Entering Unmasked Estep 
Score: -14387213.000000 Penalty: 2849.295166
	Iteration 0F: 2 clusters Score -1.438721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -14322365.000000 Penalty: 5698.590332
	Iteration 0F: 3 clusters Score -1.432236e+07 nChanged 46087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -14348994.000000 Penalty: 5698.590332
	Iteration 1F: 3 clusters Score -1.434899e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -14349871.000000 Penalty: 5698.590332
	Iteration 2Q: 3 clusters Score -1.434987e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -14350875.000000 Penalty: 5698.590332
	Iteration 3Q: 3 clusters Score -1.435088e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -14352005.000000 Penalty: 5698.590332
	Iteration 4Q: 3 clusters Score -1.4352e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -14353370.000000 Penalty: 5698.590332
	Iteration 5Q: 3 clusters Score -1.435337e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -14355618.000000 Penalty: 5698.590332
	Iteration 6Q: 3 clusters Score -1.435562e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -14358548.000000 Penalty: 5698.590332
	Iteration 7F: 3 clusters Score -1.435855e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -14362885.000000 Penalty: 5698.590332
	Iteration 8F: 3 clusters Score -1.436288e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -14368951.000000 Penalty: 5698.590332
	Iteration 9F: 3 clusters Score -1.436895e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -14375376.000000 Penalty: 5698.590332
	Iteration 10F: 3 clusters Score -1.437538e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -14380207.000000 Penalty: 5698.590332
	Iteration 11F: 3 clusters Score -1.438021e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -14382691.000000 Penalty: 5698.590332
	Iteration 12Q: 3 clusters Score -1.438269e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -14383518.000000 Penalty: 5698.590332
	Iteration 13Q: 3 clusters Score -1.438352e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -14383972.000000 Penalty: 5698.590332
	Iteration 14Q: 3 clusters Score -1.438397e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -14384370.000000 Penalty: 5698.590332
	Iteration 15Q: 3 clusters Score -1.438437e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -14384657.000000 Penalty: 5698.590332
	Iteration 16Q: 3 clusters Score -1.438466e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -14385010.000000 Penalty: 5698.590332
	Iteration 17Q: 3 clusters Score -1.438501e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -14385217.000000 Penalty: 5698.590332
	Iteration 18Q: 3 clusters Score -1.438522e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -14385430.000000 Penalty: 5698.590332
	Iteration 19Q: 3 clusters Score -1.438543e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -14385601.000000 Penalty: 5698.590332
	Iteration 20F: 3 clusters Score -1.43856e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -14385708.000000 Penalty: 5698.590332
	Iteration 21Q: 3 clusters Score -1.438571e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -14385782.000000 Penalty: 5698.590332
	Iteration 22Q: 3 clusters Score -1.438578e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -14385855.000000 Penalty: 5698.590332
	Iteration 23Q: 3 clusters Score -1.438586e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -14385895.000000 Penalty: 5698.590332
	Iteration 24Q: 3 clusters Score -1.43859e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -14385990.000000 Penalty: 5698.590332
	Iteration 25Q: 3 clusters Score -1.438599e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -14386066.000000 Penalty: 5698.590332
	Iteration 26Q: 3 clusters Score -1.438607e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -14386154.000000 Penalty: 5698.590332
	Iteration 27Q: 3 clusters Score -1.438615e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -14386220.000000 Penalty: 5698.590332
	Iteration 28Q: 3 clusters Score -1.438622e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -14386277.000000 Penalty: 5698.590332
	Iteration 29Q: 3 clusters Score -1.438628e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -14386339.000000 Penalty: 5698.590332
	Iteration 30Q: 3 clusters Score -1.438634e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -14386400.000000 Penalty: 5698.590332
	Iteration 31Q: 3 clusters Score -1.43864e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -14386442.000000 Penalty: 5698.590332
	Iteration 32Q: 3 clusters Score -1.438644e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -14386497.000000 Penalty: 5698.590332
	Iteration 33Q: 3 clusters Score -1.43865e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -14386522.000000 Penalty: 5698.590332
	Iteration 34Q: 3 clusters Score -1.438652e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -14386565.000000 Penalty: 5698.590332
	Iteration 35Q: 3 clusters Score -1.438656e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -14386619.000000 Penalty: 5698.590332
	Iteration 36Q: 3 clusters Score -1.438662e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -14386665.000000 Penalty: 5698.590332
	Iteration 37Q: 3 clusters Score -1.438666e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -14386707.000000 Penalty: 5698.590332
	Iteration 38Q: 3 clusters Score -1.438671e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -14386700.000000 Penalty: 5698.590332
	Iteration 39Q: 3 clusters Score -1.43867e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -14386745.000000 Penalty: 5698.590332
	Iteration 40F: 3 clusters Score -1.438674e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -14386756.000000 Penalty: 5698.590332
	Iteration 41Q: 3 clusters Score -1.438676e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -14386733.000000 Penalty: 5698.590332
	Iteration 42Q: 3 clusters Score -1.438673e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -14386729.000000 Penalty: 5698.590332
	Iteration 43Q: 3 clusters Score -1.438673e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -14386760.000000 Penalty: 5698.590332
	Iteration 44Q: 3 clusters Score -1.438676e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -14386758.000000 Penalty: 5698.590332
	Iteration 45Q: 3 clusters Score -1.438676e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -14386743.000000 Penalty: 5698.590332
	Iteration 46Q: 3 clusters Score -1.438674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -14386745.000000 Penalty: 5698.590332
	Iteration 47Q: 3 clusters Score -1.438674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -14386758.000000 Penalty: 5698.590332
	Iteration 48Q: 3 clusters Score -1.438676e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -14386777.000000 Penalty: 5698.590332
	Iteration 49Q: 3 clusters Score -1.438678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -14386798.000000 Penalty: 5698.590332
	Iteration 50Q: 3 clusters Score -1.43868e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -14386792.000000 Penalty: 5698.590332
	Iteration 51Q: 3 clusters Score -1.438679e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -14386839.000000 Penalty: 5698.590332
	Iteration 52Q: 3 clusters Score -1.438684e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -14386851.000000 Penalty: 5698.590332
	Iteration 53Q: 3 clusters Score -1.438685e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -14386842.000000 Penalty: 5698.590332
	Iteration 54Q: 3 clusters Score -1.438684e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -14386851.000000 Penalty: 5698.590332
	Iteration 55Q: 3 clusters Score -1.438685e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -14386867.000000 Penalty: 5698.590332
	Iteration 56Q: 3 clusters Score -1.438687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -14386855.000000 Penalty: 5698.590332
	Iteration 57Q: 3 clusters Score -1.438686e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -14386853.000000 Penalty: 5698.590332
	Iteration 58Q: 3 clusters Score -1.438685e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -14386892.000000 Penalty: 5698.590332
	Iteration 59Q: 3 clusters Score -1.438689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -14386896.000000 Penalty: 5698.590332
	Iteration 60F: 3 clusters Score -1.43869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -14386908.000000 Penalty: 5698.590332
	Iteration 61Q: 3 clusters Score -1.438691e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -14386903.000000 Penalty: 5698.590332
	Iteration 62Q: 3 clusters Score -1.43869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -14386900.000000 Penalty: 5698.590332
	Iteration 63Q: 3 clusters Score -1.43869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -14386905.000000 Penalty: 5698.590332
	Iteration 64Q: 3 clusters Score -1.43869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -14386911.000000 Penalty: 5698.590332
	Iteration 65Q: 3 clusters Score -1.438691e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -14386902.000000 Penalty: 5698.590332
	Iteration 66Q: 3 clusters Score -1.43869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -14386893.000000 Penalty: 5698.590332
	Iteration 67Q: 3 clusters Score -1.438689e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -14386922.000000 Penalty: 5698.590332
	Iteration 68Q: 3 clusters Score -1.438692e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -14386956.000000 Penalty: 5698.590332
	Iteration 69Q: 3 clusters Score -1.438696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -14386923.000000 Penalty: 5698.590332
	Iteration 70Q: 3 clusters Score -1.438692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -14386935.000000 Penalty: 5698.590332
	Iteration 71Q: 3 clusters Score -1.438694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -14386929.000000 Penalty: 5698.590332
	Iteration 72Q: 3 clusters Score -1.438693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -14386945.000000 Penalty: 5698.590332
	Iteration 73Q: 3 clusters Score -1.438694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -14386934.000000 Penalty: 5698.590332
	Iteration 74Q: 3 clusters Score -1.438693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -14386933.000000 Penalty: 5698.590332
	Iteration 75Q: 3 clusters Score -1.438693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -14386935.000000 Penalty: 5698.590332
	Iteration 76Q: 3 clusters Score -1.438694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -14386938.000000 Penalty: 5698.590332
	Iteration 77Q: 3 clusters Score -1.438694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -14386938.000000 Penalty: 5698.590332
	Iteration 78Q: 3 clusters Score -1.438694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -14386940.000000 Penalty: 5698.590332
	Iteration 79Q: 3 clusters Score -1.438694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -14386942.000000 Penalty: 5698.590332
	Iteration 80F: 3 clusters Score -1.438694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 35185 members 
Mstep: Class 3 contains 168398 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 37392 members 
Mstep: Class 8 contains 49241 members 
Mstep: Class 9 contains 39884 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 126991 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 21 contains 97645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128909648.000000 Penalty: 81638.609375
Iteration 39Q: 25 clusters Score -1.289096e+08 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 3 contains 168695 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 37915 members 
Mstep: Class 8 contains 49363 members 
Mstep: Class 9 contains 40011 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 39961 members 
Mstep: Class 17 contains 126769 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 203636 members 
Mstep: Class 21 contains 97229 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 410 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128916296.000000 Penalty: 81638.609375
Iteration 40F: 25 clusters Score -1.289163e+08 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 35164 members 
Mstep: Class 3 contains 170374 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 38210 members 
Mstep: Class 8 contains 49427 members 
Mstep: Class 9 contains 39944 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 40053 members 
Mstep: Class 17 contains 125886 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 202631 members 
Mstep: Class 21 contains 96583 members 
Mstep: Class 22 contains 9957 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917712.000000 Penalty: 81638.609375
Iteration 41Q: 25 clusters Score -1.289177e+08 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 35113 members 
Mstep: Class 3 contains 171281 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 38427 members 
Mstep: Class 8 contains 49543 members 
Mstep: Class 9 contains 39921 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 13480 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 40190 members 
Mstep: Class 17 contains 125215 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 202165 members 
Mstep: Class 21 contains 96020 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 25 clusters Score -1.289186e+08 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 35089 members 
Mstep: Class 3 contains 171805 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 38580 members 
Mstep: Class 8 contains 49692 members 
Mstep: Class 9 contains 39909 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 3746 members 
Mstep: Class 12 contains 13476 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 124671 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 201958 members 
Mstep: Class 21 contains 95533 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 341 members 
Mstep: Class 24 contains 1758 members 
Entering Unmasked Estep 
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Score: -128919024.000000 Penalty: 81638.609375
Iteration 43Q: 25 clusters Score -1.28919e+08 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 35058 members 
Mstep: Class 3 contains 172079 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 10149 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 38706 members 
Mstep: Class 8 contains 49827 members 
Mstep: Class 9 contains 39882 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 13471 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40435 members 
Mstep: Class 17 contains 124239 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 201875 members 
Mstep: Class 21 contains 95158 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Iteration 44Q: 25 clusters Score -1.289192e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 172264 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 12184 members 
Mstep: Class 7 contains 38809 members 
Mstep: Class 8 contains 49973 members 
Mstep: Class 9 contains 39857 members 
Mstep: Class 10 contains 7097 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 13472 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40542 members 
Mstep: Class 17 contains 123881 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 201825 members 
Mstep: Class 21 contains 94811 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Iteration 45Q: 25 clusters Score -1.289195e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 35011 members 
Mstep: Class 3 contains 172226 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 38887 members 
Mstep: Class 8 contains 50138 members 
Mstep: Class 9 contains 39844 members 
Mstep: Class 10 contains 7074 members 
Mstep: Class 11 contains 3847 members 
Mstep: Class 12 contains 13469 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 123659 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 201851 members 
Mstep: Class 21 contains 94527 members 
Mstep: Class 22 contains 10584 members 
Mstep: Class 23 contains 328 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Iteration 46Q: 25 clusters Score -1.289198e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 34978 members 
Mstep: Class 3 contains 172022 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 10151 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 38972 members 
Mstep: Class 8 contains 50306 members 
Mstep: Class 9 contains 39843 members 
Mstep: Class 10 contains 7053 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40705 members 
Mstep: Class 17 contains 123574 members 
Mstep: Class 18 contains 8864 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 201899 members 
Mstep: Class 21 contains 94265 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Score: -128919752.000000 Penalty: 81638.609375
Iteration 47Q: 25 clusters Score -1.289198e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 34947 members 
Mstep: Class 3 contains 171709 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 12144 members 
Mstep: Class 7 contains 39044 members 
Mstep: Class 8 contains 50464 members 
Mstep: Class 9 contains 39843 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 123551 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 202028 members 
Mstep: Class 21 contains 94019 members 
Mstep: Class 22 contains 10681 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 25 clusters Score -1.289198e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 34908 members 
Mstep: Class 3 contains 171313 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 10158 members 
Mstep: Class 6 contains 12130 members 
Mstep: Class 7 contains 39063 members 
Mstep: Class 8 contains 50642 members 
Mstep: Class 9 contains 39843 members 
Mstep: Class 10 contains 7026 members 
Mstep: Class 11 contains 3882 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 123589 members 
Mstep: Class 18 contains 9136 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 202215 members 
Mstep: Class 21 contains 93749 members 
Mstep: Class 22 contains 10732 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Iteration 49Q: 25 clusters Score -1.289198e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 34886 members 
Mstep: Class 3 contains 170892 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 12124 members 
Mstep: Class 7 contains 39093 members 
Mstep: Class 8 contains 50819 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 3885 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40831 members 
Mstep: Class 17 contains 123606 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 202371 members 
Mstep: Class 21 contains 93549 members 
Mstep: Class 22 contains 10773 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Score: -128919992.000000 Penalty: 81638.609375
Iteration 50Q: 25 clusters Score -1.2892e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 34843 members 
Mstep: Class 3 contains 170515 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 12102 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 51009 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 13504 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 17 contains 123642 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 202501 members 
Mstep: Class 21 contains 93348 members 
Mstep: Class 22 contains 10798 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
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Iteration 51Q: 25 clusters Score -1.289199e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 34818 members 
Mstep: Class 3 contains 170023 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 12091 members 
Mstep: Class 7 contains 39172 members 
Mstep: Class 8 contains 51168 members 
Mstep: Class 9 contains 39835 members 
Mstep: Class 10 contains 6995 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 4993 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40893 members 
Mstep: Class 17 contains 123730 members 
Mstep: Class 18 contains 9502 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 202667 members 
Mstep: Class 21 contains 93182 members 
Mstep: Class 22 contains 10826 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 1760 members 
Entering Unmasked Estep 
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Iteration 52Q: 25 clusters Score -1.289204e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 34791 members 
Mstep: Class 3 contains 169507 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 10165 members 
Mstep: Class 6 contains 12089 members 
Mstep: Class 7 contains 39227 members 
Mstep: Class 8 contains 51326 members 
Mstep: Class 9 contains 39836 members 
Mstep: Class 10 contains 6990 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40934 members 
Mstep: Class 17 contains 123891 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 202793 members 
Mstep: Class 21 contains 93028 members 
Mstep: Class 22 contains 10846 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 53Q: 25 clusters Score -1.289201e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 168976 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 51502 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 3918 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40962 members 
Mstep: Class 17 contains 124041 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 202921 members 
Mstep: Class 21 contains 92914 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Score: -128920240.000000 Penalty: 81638.609375
Iteration 54Q: 25 clusters Score -1.289202e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 34742 members 
Mstep: Class 3 contains 168443 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 12077 members 
Mstep: Class 7 contains 39272 members 
Mstep: Class 8 contains 51661 members 
Mstep: Class 9 contains 39831 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 5390 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 124186 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203074 members 
Mstep: Class 21 contains 92793 members 
Mstep: Class 22 contains 10895 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 55Q: 25 clusters Score -1.289202e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 34718 members 
Mstep: Class 3 contains 167856 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 12078 members 
Mstep: Class 7 contains 39267 members 
Mstep: Class 8 contains 51837 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 5442 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41014 members 
Mstep: Class 17 contains 124379 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 203258 members 
Mstep: Class 21 contains 92688 members 
Mstep: Class 22 contains 10916 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 56Q: 25 clusters Score -1.289202e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 34691 members 
Mstep: Class 3 contains 167263 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 12086 members 
Mstep: Class 7 contains 39242 members 
Mstep: Class 8 contains 52009 members 
Mstep: Class 9 contains 39837 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 13606 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41036 members 
Mstep: Class 17 contains 124562 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 203446 members 
Mstep: Class 21 contains 92578 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Score: -128919928.000000 Penalty: 81638.609375
Iteration 57Q: 25 clusters Score -1.289199e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 166713 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 39235 members 
Mstep: Class 8 contains 52144 members 
Mstep: Class 9 contains 39832 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5552 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41051 members 
Mstep: Class 17 contains 124782 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 203566 members 
Mstep: Class 21 contains 92500 members 
Mstep: Class 22 contains 10946 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 58Q: 25 clusters Score -1.289197e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 166094 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 10165 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 39241 members 
Mstep: Class 8 contains 52316 members 
Mstep: Class 9 contains 39832 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41064 members 
Mstep: Class 17 contains 125022 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 203672 members 
Mstep: Class 21 contains 92438 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 59Q: 25 clusters Score -1.289196e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 34659 members 
Mstep: Class 3 contains 165480 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 10166 members 
Mstep: Class 6 contains 12081 members 
Mstep: Class 7 contains 39235 members 
Mstep: Class 8 contains 52528 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41081 members 
Mstep: Class 17 contains 125245 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 203755 members 
Mstep: Class 21 contains 92374 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 60F: 25 clusters Score -1.289194e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 34637 members 
Mstep: Class 3 contains 164849 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 10170 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 39244 members 
Mstep: Class 8 contains 52732 members 
Mstep: Class 9 contains 39840 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41105 members 
Mstep: Class 17 contains 125471 members 
Mstep: Class 18 contains 10230 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203819 members 
Mstep: Class 21 contains 92318 members 
Mstep: Class 22 contains 10977 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 61Q: 25 clusters Score -1.289198e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 34610 members 
Mstep: Class 3 contains 164287 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 5 contains 10177 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 39250 members 
Mstep: Class 8 contains 52935 members 
Mstep: Class 9 contains 39842 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 3932 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41140 members 
Mstep: Class 17 contains 125681 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 203856 members 
Mstep: Class 21 contains 92222 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 62Q: 25 clusters Score -1.289196e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 34594 members 
Mstep: Class 3 contains 163753 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 10186 members 
Mstep: Class 6 contains 12060 members 
Mstep: Class 7 contains 39256 members 
Mstep: Class 8 contains 53169 members 
Mstep: Class 9 contains 39846 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 13691 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 125882 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203822 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 10980 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
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Iteration 63Q: 25 clusters Score -1.289197e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 34573 members 
Mstep: Class 3 contains 163292 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 12051 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 53311 members 
Mstep: Class 9 contains 39845 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 13721 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41177 members 
Mstep: Class 17 contains 126069 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203799 members 
Mstep: Class 21 contains 92070 members 
Mstep: Class 22 contains 10984 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
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Iteration 64Q: 25 clusters Score -1.289198e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 34559 members 
Mstep: Class 3 contains 162848 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 10199 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 39267 members 
Mstep: Class 8 contains 53424 members 
Mstep: Class 9 contains 39849 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 13755 members 
Mstep: Class 13 contains 6075 members 
Mstep: Class 14 contains 5093 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41193 members 
Mstep: Class 17 contains 126256 members 
Mstep: Class 18 contains 10523 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 203812 members 
Mstep: Class 21 contains 91966 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
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Iteration 65Q: 25 clusters Score -1.289199e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 34539 members 
Mstep: Class 3 contains 162447 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 10207 members 
Mstep: Class 6 contains 12027 members 
Mstep: Class 7 contains 39276 members 
Mstep: Class 8 contains 53530 members 
Mstep: Class 9 contains 39853 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 13799 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 126425 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203778 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 10978 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920056.000000 Penalty: 81638.609375
Iteration 66Q: 25 clusters Score -1.289201e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 34511 members 
Mstep: Class 3 contains 162014 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 10201 members 
Mstep: Class 6 contains 12016 members 
Mstep: Class 7 contains 39294 members 
Mstep: Class 8 contains 53625 members 
Mstep: Class 9 contains 39852 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 13862 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 126557 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203796 members 
Mstep: Class 21 contains 91816 members 
Mstep: Class 22 contains 10974 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920048.000000 Penalty: 81638.609375
Iteration 67Q: 25 clusters Score -1.2892e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 34500 members 
Mstep: Class 3 contains 161621 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 10204 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 39296 members 
Mstep: Class 8 contains 53701 members 
Mstep: Class 9 contains 39852 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 13929 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 126660 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203816 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 10969 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919896.000000 Penalty: 81638.609375
Iteration 68Q: 25 clusters Score -1.289199e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 34489 members 
Mstep: Class 3 contains 161254 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 10219 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 39289 members 
Mstep: Class 8 contains 53770 members 
Mstep: Class 9 contains 39854 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41266 members 
Mstep: Class 17 contains 126762 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203783 members 
Mstep: Class 21 contains 91761 members 
Mstep: Class 22 contains 10972 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919656.000000 Penalty: 81638.609375
Iteration 69Q: 25 clusters Score -1.289197e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 34473 members 
Mstep: Class 3 contains 160881 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 39285 members 
Mstep: Class 8 contains 53826 members 
Mstep: Class 9 contains 39854 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41282 members 
Mstep: Class 17 contains 126836 members 
Mstep: Class 18 contains 10780 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203749 members 
Mstep: Class 21 contains 91766 members 
Mstep: Class 22 contains 10971 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919880.000000 Penalty: 81638.609375
Iteration 70Q: 25 clusters Score -1.289199e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 34460 members 
Mstep: Class 3 contains 160553 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 11970 members 
Mstep: Class 7 contains 39288 members 
Mstep: Class 8 contains 53880 members 
Mstep: Class 9 contains 39855 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 14100 members 
Mstep: Class 13 contains 6620 members 
Mstep: Class 14 contains 5220 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41302 members 
Mstep: Class 17 contains 126896 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203670 members 
Mstep: Class 21 contains 91770 members 
Mstep: Class 22 contains 10972 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920040.000000 Penalty: 81638.609375
Iteration 71Q: 25 clusters Score -1.2892e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 34455 members 
Mstep: Class 3 contains 160183 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 10274 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 39286 members 
Mstep: Class 8 contains 53975 members 
Mstep: Class 9 contains 39858 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 5240 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41303 members 
Mstep: Class 17 contains 126972 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203584 members 
Mstep: Class 21 contains 91797 members 
Mstep: Class 22 contains 10980 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919992.000000 Penalty: 81638.609375
Iteration 72Q: 25 clusters Score -1.2892e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 34453 members 
Mstep: Class 3 contains 159817 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 10286 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 39288 members 
Mstep: Class 8 contains 54055 members 
Mstep: Class 9 contains 39861 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 14192 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41314 members 
Mstep: Class 17 contains 127025 members 
Mstep: Class 18 contains 10929 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203500 members 
Mstep: Class 21 contains 91845 members 
Mstep: Class 22 contains 10980 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919800.000000 Penalty: 81638.609375
Iteration 73Q: 25 clusters Score -1.289198e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 34453 members 
Mstep: Class 3 contains 159480 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 10298 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 39291 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 39859 members 
Mstep: Class 10 contains 6953 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 14243 members 
Mstep: Class 13 contains 6909 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41330 members 
Mstep: Class 17 contains 127053 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203419 members 
Mstep: Class 21 contains 91872 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919480.000000 Penalty: 81638.609375
Iteration 74Q: 25 clusters Score -1.289195e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 34463 members 
Mstep: Class 3 contains 159091 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 39281 members 
Mstep: Class 8 contains 54292 members 
Mstep: Class 9 contains 39862 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 14290 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41327 members 
Mstep: Class 17 contains 127059 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203367 members 
Mstep: Class 21 contains 91932 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919504.000000 Penalty: 81638.609375
Iteration 75Q: 25 clusters Score -1.289195e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 34458 members 
Mstep: Class 3 contains 158732 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 39261 members 
Mstep: Class 8 contains 54438 members 
Mstep: Class 9 contains 39859 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41330 members 
Mstep: Class 17 contains 127089 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203282 members 
Mstep: Class 21 contains 91986 members 
Mstep: Class 22 contains 10994 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919832.000000 Penalty: 81638.609375
Iteration 76Q: 25 clusters Score -1.289198e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 34455 members 
Mstep: Class 3 contains 158368 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 39253 members 
Mstep: Class 8 contains 54563 members 
Mstep: Class 9 contains 39854 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 14368 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41339 members 
Mstep: Class 17 contains 127113 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203232 members 
Mstep: Class 21 contains 92042 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920168.000000 Penalty: 81638.609375
Iteration 77Q: 25 clusters Score -1.289202e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 34445 members 
Mstep: Class 3 contains 157975 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 10326 members 
Mstep: Class 6 contains 11933 members 
Mstep: Class 7 contains 39254 members 
Mstep: Class 8 contains 54685 members 
Mstep: Class 9 contains 39849 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 14434 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 127117 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203225 members 
Mstep: Class 21 contains 92087 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920248.000000 Penalty: 81638.609375
Iteration 78Q: 25 clusters Score -1.289202e+08 nChanged 1979
Entering ConstructFrom: 
Score: -128920248.000000 Penalty: 81638.609375
Entering ConstructFrom: 
Trying to split cluster 1 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -2971375.750000 Penalty: 2481.073242
	Iteration 0F: 2 clusters Score -2971376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2956061.250000 Penalty: 4962.146484
	Iteration 0F: 3 clusters Score -2956061 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2961500.250000 Penalty: 4962.146484
	Iteration 1F: 3 clusters Score -2961500 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2962313.750000 Penalty: 4962.146484
	Iteration 2F: 3 clusters Score -2962314 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2963208.000000 Penalty: 4962.146484
	Iteration 3F: 3 clusters Score -2963208 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2964228.250000 Penalty: 4962.146484
	Iteration 4F: 3 clusters Score -2964228 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2965311.000000 Penalty: 4962.146484
	Iteration 5F: 3 clusters Score -2965311 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2966276.500000 Penalty: 4962.146484
	Iteration 6F: 3 clusters Score -2966276 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2967064.000000 Penalty: 4962.146484
	Iteration 7F: 3 clusters Score -2967064 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2967645.250000 Penalty: 4962.146484
	Iteration 8Q: 3 clusters Score -2967645 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2968012.250000 Penalty: 4962.146484
	Iteration 9Q: 3 clusters Score -2968012 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2968239.000000 Penalty: 4962.146484
	Iteration 10Q: 3 clusters Score -2968239 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2968422.750000 Penalty: 4962.146484
	Iteration 11Q: 3 clusters Score -2968423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2968550.500000 Penalty: 4962.146484
	Iteration 12Q: 3 clusters Score -2968550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2968633.250000 Penalty: 4962.146484
	Iteration 13Q: 3 clusters Score -2968633 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2968708.000000 Penalty: 4962.146484
	Iteration 14Q: 3 clusters Score -2968708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2968764.250000 Penalty: 4962.146484
	Iteration 15Q: 3 clusters Score -2968764 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2968797.750000 Penalty: 4962.146484
	Iteration 16Q: 3 clusters Score -2968798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2968832.750000 Penalty: 4962.146484
	Iteration 17Q: 3 clusters Score -2968833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2968850.500000 Penalty: 4962.146484
	Iteration 18Q: 3 clusters Score -2968850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2968874.750000 Penalty: 4962.146484
	Iteration 19Q: 3 clusters Score -2968875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2968898.500000 Penalty: 4962.146484
	Iteration 20F: 3 clusters Score -2968898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2968921.500000 Penalty: 4962.146484
	Iteration 21Q: 3 clusters Score -2968922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2968935.250000 Penalty: 4962.146484
	Iteration 22Q: 3 clusters Score -2968935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2968955.000000 Penalty: 4962.146484
	Iteration 23Q: 3 clusters Score -2968955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2968975.000000 Penalty: 4962.146484
	Iteration 24Q: 3 clusters Score -2968975 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2968994.750000 Penalty: 4962.146484
	Iteration 25Q: 3 clusters Score -2968995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2969030.750000 Penalty: 4962.146484
	Iteration 26Q: 3 clusters Score -2969031 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2969041.500000 Penalty: 4962.146484
	Iteration 27Q: 3 clusters Score -2969042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2969057.250000 Penalty: 4962.146484
	Iteration 28Q: 3 clusters Score -2969057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2969090.000000 Penalty: 4962.146484
	Iteration 29Q: 3 clusters Score -2969090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2969108.500000 Penalty: 4962.146484
	Iteration 30Q: 3 clusters Score -2969108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2969124.250000 Penalty: 4962.146484
	Iteration 31Q: 3 clusters Score -2969124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2969145.750000 Penalty: 4962.146484
	Iteration 32Q: 3 clusters Score -2969146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2969167.500000 Penalty: 4962.146484
	Iteration 33Q: 3 clusters Score -2969168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2969201.500000 Penalty: 4962.146484
	Iteration 34Q: 3 clusters Score -2969202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2969236.500000 Penalty: 4962.146484
	Iteration 35Q: 3 clusters Score -2969236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2969247.500000 Penalty: 4962.146484
	Iteration 36Q: 3 clusters Score -2969248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2969276.250000 Penalty: 4962.146484
	Iteration 37Q: 3 clusters Score -2969276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2969298.750000 Penalty: 4962.146484
	Iteration 38Q: 3 clusters Score -2969299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2969313.750000 Penalty: 4962.146484
	Iteration 39Q: 3 clusters Score -2969314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2969327.500000 Penalty: 4962.146484
	Iteration 40F: 3 clusters Score -2969328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2969357.250000 Penalty: 4962.146484
	Iteration 41Q: 3 clusters Score -2969357 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2969372.750000 Penalty: 4962.146484
	Iteration 42Q: 3 clusters Score -2969373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2969390.500000 Penalty: 4962.146484
	Iteration 43Q: 3 clusters Score -2969390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2969417.000000 Penalty: 4962.146484
	Iteration 44Q: 3 clusters Score -2969417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2969443.000000 Penalty: 4962.146484
	Iteration 45Q: 3 clusters Score -2969443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2969461.000000 Penalty: 4962.146484
	Iteration 46Q: 3 clusters Score -2969461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2969487.500000 Penalty: 4962.146484
	Iteration 47Q: 3 clusters Score -2969488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2969513.250000 Penalty: 4962.146484
	Iteration 48Q: 3 clusters Score -2969513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2969541.500000 Penalty: 4962.146484
	Iteration 49Q: 3 clusters Score -2969542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2969553.000000 Penalty: 4962.146484
	Iteration 50Q: 3 clusters Score -2969553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2969564.250000 Penalty: 4962.146484
	Iteration 51Q: 3 clusters Score -2969564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2969591.250000 Penalty: 4962.146484
	Iteration 52Q: 3 clusters Score -2969591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2969601.750000 Penalty: 4962.146484
	Iteration 53Q: 3 clusters Score -2969602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2969617.250000 Penalty: 4962.146484
	Iteration 54Q: 3 clusters Score -2969617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2969633.750000 Penalty: 4962.146484
	Iteration 55Q: 3 clusters Score -2969634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2969646.000000 Penalty: 4962.146484
	Iteration 56Q: 3 clusters Score -2969646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2969664.500000 Penalty: 4962.146484
	Iteration 57Q: 3 clusters Score -2969664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2969672.750000 Penalty: 4962.146484
	Iteration 58Q: 3 clusters Score -2969673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2969677.500000 Penalty: 4962.146484
	Iteration 59Q: 3 clusters Score -2969678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2969679.250000 Penalty: 4962.146484
	Iteration 60F: 3 clusters Score -2969679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2969695.000000 Penalty: 4962.146484
	Iteration 61Q: 3 clusters Score -2969695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2969703.500000 Penalty: 4962.146484
	Iteration 62Q: 3 clusters Score -2969704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2969710.000000 Penalty: 4962.146484
	Iteration 63Q: 3 clusters Score -2969710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2969717.250000 Penalty: 4962.146484
	Iteration 64Q: 3 clusters Score -2969717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2969718.250000 Penalty: 4962.146484
	Iteration 65Q: 3 clusters Score -2969718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2969732.750000 Penalty: 4962.146484
	Iteration 66Q: 3 clusters Score -2969733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2969739.750000 Penalty: 4962.146484
	Iteration 67Q: 3 clusters Score -2969740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2969746.750000 Penalty: 4962.146484
	Iteration 68Q: 3 clusters Score -2969747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2969754.750000 Penalty: 4962.146484
	Iteration 69Q: 3 clusters Score -2969755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2969760.500000 Penalty: 4962.146484
	Iteration 70Q: 3 clusters Score -2969760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2969757.500000 Penalty: 4962.146484
	Iteration 71Q: 3 clusters Score -2969758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2969757.000000 Penalty: 4962.146484
	Iteration 72Q: 3 clusters Score -2969757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2969762.000000 Penalty: 4962.146484
	Iteration 73Q: 3 clusters Score -2969762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2969763.500000 Penalty: 4962.146484
	Iteration 74Q: 3 clusters Score -2969764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2969764.000000 Penalty: 4962.146484
	Iteration 75Q: 3 clusters Score -2969764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2969765.000000 Penalty: 4962.146484
	Iteration 76Q: 3 clusters Score -2969765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2969767.000000 Penalty: 4962.146484
	Iteration 77Q: 3 clusters Score -2969767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2969769.500000 Penalty: 4962.146484
	Iteration 78Q: 3 clusters Score -2969770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2969776.500000 Penalty: 4962.146484
	Iteration 79Q: 3 clusters Score -2969776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2969778.250000 Penalty: 4962.146484
	Iteration 80F: 3 clusters Score -2969778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2969777.750000 Penalty: 4962.146484
	Iteration 81Q: 3 clusters Score -2969778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2969778.500000 Penalty: 4962.146484
	Iteration 82Q: 3 clusters Score -2969778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2969783.250000 Penalty: 4962.146484
	Iteration 83Q: 3 clusters Score -2969783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2969781.750000 Penalty: 4962.146484
	Iteration 84Q: 3 clusters Score -2969782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2969785.750000 Penalty: 4962.146484
	Iteration 85Q: 3 clusters Score -2969786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2969784.000000 Penalty: 4962.146484
	Iteration 86Q: 3 clusters Score -2969784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2969793.000000 Penalty: 4962.146484
	Iteration 87Q: 3 clusters Score -2969793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2969799.250000 Penalty: 4962.146484
	Iteration 88Q: 3 clusters Score -2969799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2969801.250000 Penalty: 4962.146484
	Iteration 89Q: 3 clusters Score -2969801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2969812.250000 Penalty: 4962.146484
	Iteration 90Q: 3 clusters Score -2969812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2969812.750000 Penalty: 4962.146484
	Iteration 91Q: 3 clusters Score -2969813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2969818.500000 Penalty: 4962.146484
	Iteration 92Q: 3 clusters Score -2969818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2969827.000000 Penalty: 4962.146484
	Iteration 93Q: 3 clusters Score -2969827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2969829.250000 Penalty: 4962.146484
	Iteration 94Q: 3 clusters Score -2969829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2969830.000000 Penalty: 4962.146484
	Iteration 95Q: 3 clusters Score -2969830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2969829.750000 Penalty: 4962.146484
	Iteration 96Q: 3 clusters Score -2969830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2969832.000000 Penalty: 4962.146484
	Iteration 97Q: 3 clusters Score -2969832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2969832.000000 Penalty: 4962.146484
	Iteration 98Q: 3 clusters Score -2969832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2969837.750000 Penalty: 4962.146484
	Iteration 99Q: 3 clusters Score -2969838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2969834.250000 Penalty: 4962.146484
	Iteration 100F: 3 clusters Score -2969834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2969836.250000 Penalty: 4962.146484
	Iteration 101Q: 3 clusters Score -2969836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2969832.750000 Penalty: 4962.146484
	Iteration 102Q: 3 clusters Score -2969833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2969836.500000 Penalty: 4962.146484
	Iteration 103Q: 3 clusters Score -2969836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2969838.750000 Penalty: 4962.146484
	Iteration 104Q: 3 clusters Score -2969839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2969837.500000 Penalty: 4962.146484
	Iteration 105Q: 3 clusters Score -2969838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2969837.750000 Penalty: 4962.146484
	Iteration 106Q: 3 clusters Score -2969838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2969841.000000 Penalty: 4962.146484
	Iteration 107Q: 3 clusters Score -2969841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2969847.750000 Penalty: 4962.146484
	Iteration 108Q: 3 clusters Score -2969848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2969852.000000 Penalty: 4962.146484
	Iteration 109Q: 3 clusters Score -2969852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2969858.500000 Penalty: 4962.146484
	Iteration 110Q: 3 clusters Score -2969858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2969860.250000 Penalty: 4962.146484
	Iteration 111Q: 3 clusters Score -2969860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2969867.250000 Penalty: 4962.146484
	Iteration 112Q: 3 clusters Score -2969867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2969869.250000 Penalty: 4962.146484
	Iteration 113Q: 3 clusters Score -2969869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2969864.250000 Penalty: 4962.146484
	Iteration 114Q: 3 clusters Score -2969864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2969868.000000 Penalty: 4962.146484
	Iteration 115Q: 3 clusters Score -2969868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2969871.000000 Penalty: 4962.146484
	Iteration 116Q: 3 clusters Score -2969871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2969871.000000 Penalty: 4962.146484
	Iteration 117F: 3 clusters Score -2969871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Entering Unmasked Estep 
Score: -4894887.000000 Penalty: 2590.727051
	Iteration 0F: 2 clusters Score -4894887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4871475.500000 Penalty: 5181.454102
	Iteration 0F: 3 clusters Score -4871476 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4880021.500000 Penalty: 5181.454102
	Iteration 1F: 3 clusters Score -4880022 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4880502.000000 Penalty: 5181.454102
	Iteration 2Q: 3 clusters Score -4880502 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4880990.500000 Penalty: 5181.454102
	Iteration 3Q: 3 clusters Score -4880990 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4881559.500000 Penalty: 5181.454102
	Iteration 4Q: 3 clusters Score -4881560 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4882202.500000 Penalty: 5181.454102
	Iteration 5Q: 3 clusters Score -4882202 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4883044.000000 Penalty: 5181.454102
	Iteration 6Q: 3 clusters Score -4883044 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4884257.000000 Penalty: 5181.454102
	Iteration 7F: 3 clusters Score -4884257 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4885784.000000 Penalty: 5181.454102
	Iteration 8F: 3 clusters Score -4885784 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4887630.500000 Penalty: 5181.454102
	Iteration 9F: 3 clusters Score -4887630 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4889421.000000 Penalty: 5181.454102
	Iteration 10F: 3 clusters Score -4889421 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4890854.500000 Penalty: 5181.454102
	Iteration 11Q: 3 clusters Score -4890854 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4891792.000000 Penalty: 5181.454102
	Iteration 12Q: 3 clusters Score -4891792 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4892295.500000 Penalty: 5181.454102
	Iteration 13Q: 3 clusters Score -4892296 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4892535.000000 Penalty: 5181.454102
	Iteration 14Q: 3 clusters Score -4892535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4892660.500000 Penalty: 5181.454102
	Iteration 15Q: 3 clusters Score -4892660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4892733.000000 Penalty: 5181.454102
	Iteration 16Q: 3 clusters Score -4892733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4892769.000000 Penalty: 5181.454102
	Iteration 17Q: 3 clusters Score -4892769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4892802.000000 Penalty: 5181.454102
	Iteration 18Q: 3 clusters Score -4892802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4892816.500000 Penalty: 5181.454102
	Iteration 19Q: 3 clusters Score -4892816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4892841.000000 Penalty: 5181.454102
	Iteration 20F: 3 clusters Score -4892841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4892853.500000 Penalty: 5181.454102
	Iteration 21Q: 3 clusters Score -4892854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4892871.000000 Penalty: 5181.454102
	Iteration 22Q: 3 clusters Score -4892871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4892875.000000 Penalty: 5181.454102
	Iteration 23Q: 3 clusters Score -4892875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4892885.500000 Penalty: 5181.454102
	Iteration 24Q: 3 clusters Score -4892886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4892900.000000 Penalty: 5181.454102
	Iteration 25Q: 3 clusters Score -4892900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4892902.500000 Penalty: 5181.454102
	Iteration 26Q: 3 clusters Score -4892902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4892914.500000 Penalty: 5181.454102
	Iteration 27Q: 3 clusters Score -4892914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4892920.000000 Penalty: 5181.454102
	Iteration 28Q: 3 clusters Score -4892920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4892922.500000 Penalty: 5181.454102
	Iteration 29Q: 3 clusters Score -4892922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4892928.500000 Penalty: 5181.454102
	Iteration 30Q: 3 clusters Score -4892928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4892922.000000 Penalty: 5181.454102
	Iteration 31Q: 3 clusters Score -4892922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4892933.000000 Penalty: 5181.454102
	Iteration 32Q: 3 clusters Score -4892933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4892939.000000 Penalty: 5181.454102
	Iteration 33Q: 3 clusters Score -4892939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4892941.000000 Penalty: 5181.454102
	Iteration 34Q: 3 clusters Score -4892941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4892942.000000 Penalty: 5181.454102
	Iteration 35Q: 3 clusters Score -4892942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4892940.000000 Penalty: 5181.454102
	Iteration 36Q: 3 clusters Score -4892940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4892940.000000 Penalty: 5181.454102
	Iteration 37F: 3 clusters Score -4892940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Entering Unmasked Estep 
Score: -23099458.000000 Penalty: 2968.087402
	Iteration 0F: 2 clusters Score -2.309946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -22999832.000000 Penalty: 5936.174805
	Iteration 0F: 3 clusters Score -2.299983e+07 nChanged 75648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -23043202.000000 Penalty: 5936.174805
	Iteration 1F: 3 clusters Score -2.30432e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -23044284.000000 Penalty: 5936.174805
	Iteration 2Q: 3 clusters Score -2.304428e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -23045858.000000 Penalty: 5936.174805
	Iteration 3Q: 3 clusters Score -2.304586e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -23048264.000000 Penalty: 5936.174805
	Iteration 4Q: 3 clusters Score -2.304826e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -23052012.000000 Penalty: 5936.174805
	Iteration 5Q: 3 clusters Score -2.305201e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -23057576.000000 Penalty: 5936.174805
	Iteration 6F: 3 clusters Score -2.305758e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -23065216.000000 Penalty: 5936.174805
	Iteration 7F: 3 clusters Score -2.306522e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 126294 members 
Entering Unmasked Estep 
Score: -23073044.000000 Penalty: 5936.174805
	Iteration 8F: 3 clusters Score -2.307304e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -23080130.000000 Penalty: 5936.174805
	Iteration 9F: 3 clusters Score -2.308013e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 139954 members 
Entering Unmasked Estep 
Score: -23085100.000000 Penalty: 5936.174805
	Iteration 10Q: 3 clusters Score -2.30851e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -23088518.000000 Penalty: 5936.174805
	Iteration 11Q: 3 clusters Score -2.308852e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 145301 members 
Entering Unmasked Estep 
Score: -23090462.000000 Penalty: 5936.174805
	Iteration 12Q: 3 clusters Score -2.309046e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -23091702.000000 Penalty: 5936.174805
	Iteration 13Q: 3 clusters Score -2.30917e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -23092510.000000 Penalty: 5936.174805
	Iteration 14Q: 3 clusters Score -2.309251e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -23093082.000000 Penalty: 5936.174805
	Iteration 15Q: 3 clusters Score -2.309308e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -23093532.000000 Penalty: 5936.174805
	Iteration 16Q: 3 clusters Score -2.309353e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -23093886.000000 Penalty: 5936.174805
	Iteration 17Q: 3 clusters Score -2.309389e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 150936 members 
Entering Unmasked Estep 
Score: -23094166.000000 Penalty: 5936.174805
	Iteration 18Q: 3 clusters Score -2.309417e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -23094436.000000 Penalty: 5936.174805
	Iteration 19Q: 3 clusters Score -2.309444e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 151930 members 
Entering Unmasked Estep 
Score: -23094700.000000 Penalty: 5936.174805
	Iteration 20F: 3 clusters Score -2.30947e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 152328 members 
Entering Unmasked Estep 
Score: -23094908.000000 Penalty: 5936.174805
	Iteration 21Q: 3 clusters Score -2.309491e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -23095088.000000 Penalty: 5936.174805
	Iteration 22Q: 3 clusters Score -2.309509e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -23095274.000000 Penalty: 5936.174805
	Iteration 23Q: 3 clusters Score -2.309527e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -23095416.000000 Penalty: 5936.174805
	Iteration 24Q: 3 clusters Score -2.309542e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -23095572.000000 Penalty: 5936.174805
	Iteration 25Q: 3 clusters Score -2.309557e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -23095674.000000 Penalty: 5936.174805
	Iteration 26Q: 3 clusters Score -2.309567e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 153832 members 
Entering Unmasked Estep 
Score: -23095736.000000 Penalty: 5936.174805
	Iteration 27Q: 3 clusters Score -2.309574e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 153998 members 
Entering Unmasked Estep 
Score: -23095856.000000 Penalty: 5936.174805
	Iteration 28Q: 3 clusters Score -2.309586e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -23095960.000000 Penalty: 5936.174805
	Iteration 29Q: 3 clusters Score -2.309596e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -23096060.000000 Penalty: 5936.174805
	Iteration 30Q: 3 clusters Score -2.309606e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -23096108.000000 Penalty: 5936.174805
	Iteration 31Q: 3 clusters Score -2.309611e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -23096194.000000 Penalty: 5936.174805
	Iteration 32Q: 3 clusters Score -2.309619e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -23096212.000000 Penalty: 5936.174805
	Iteration 33Q: 3 clusters Score -2.309621e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -23096246.000000 Penalty: 5936.174805
	Iteration 34Q: 3 clusters Score -2.309625e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -23096304.000000 Penalty: 5936.174805
	Iteration 35Q: 3 clusters Score -2.30963e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -23096352.000000 Penalty: 5936.174805
	Iteration 36Q: 3 clusters Score -2.309635e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -23096384.000000 Penalty: 5936.174805
	Iteration 37Q: 3 clusters Score -2.309638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -23096376.000000 Penalty: 5936.174805
	Iteration 38Q: 3 clusters Score -2.309638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -23096376.000000 Penalty: 5936.174805
	Iteration 39Q: 3 clusters Score -2.309638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -23096408.000000 Penalty: 5936.174805
	Iteration 40F: 3 clusters Score -2.309641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -23096386.000000 Penalty: 5936.174805
	Iteration 41Q: 3 clusters Score -2.309639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -23096432.000000 Penalty: 5936.174805
	Iteration 42Q: 3 clusters Score -2.309643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 155164 members 
Entering Unmasked Estep 
Score: -23096442.000000 Penalty: 5936.174805
	Iteration 43Q: 3 clusters Score -2.309644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -23096434.000000 Penalty: 5936.174805
	Iteration 44Q: 3 clusters Score -2.309643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -23096462.000000 Penalty: 5936.174805
	Iteration 45Q: 3 clusters Score -2.309646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -23096492.000000 Penalty: 5936.174805
	Iteration 46Q: 3 clusters Score -2.309649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 155294 members 
Entering Unmasked Estep 
Score: -23096504.000000 Penalty: 5936.174805
	Iteration 47Q: 3 clusters Score -2.30965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -23096496.000000 Penalty: 5936.174805
	Iteration 48Q: 3 clusters Score -2.30965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -23096514.000000 Penalty: 5936.174805
	Iteration 49Q: 3 clusters Score -2.309651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -23096512.000000 Penalty: 5936.174805
	Iteration 50Q: 3 clusters Score -2.309651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -23096518.000000 Penalty: 5936.174805
	Iteration 51Q: 3 clusters Score -2.309652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -23096534.000000 Penalty: 5936.174805
	Iteration 52Q: 3 clusters Score -2.309653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -23096550.000000 Penalty: 5936.174805
	Iteration 53Q: 3 clusters Score -2.309655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -23096554.000000 Penalty: 5936.174805
	Iteration 54Q: 3 clusters Score -2.309655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -23096568.000000 Penalty: 5936.174805
	Iteration 55Q: 3 clusters Score -2.309657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -23096590.000000 Penalty: 5936.174805
	Iteration 56Q: 3 clusters Score -2.309659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -23096624.000000 Penalty: 5936.174805
	Iteration 57Q: 3 clusters Score -2.309662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 155507 members 
Entering Unmasked Estep 
Score: -23096658.000000 Penalty: 5936.174805
	Iteration 58Q: 3 clusters Score -2.309666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -23096646.000000 Penalty: 5936.174805
	Iteration 59Q: 3 clusters Score -2.309665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 155544 members 
Entering Unmasked Estep 
Score: -23096654.000000 Penalty: 5936.174805
	Iteration 60F: 3 clusters Score -2.309665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -23096672.000000 Penalty: 5936.174805
	Iteration 61Q: 3 clusters Score -2.309667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -23096658.000000 Penalty: 5936.174805
	Iteration 62Q: 3 clusters Score -2.309666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -23096676.000000 Penalty: 5936.174805
	Iteration 63Q: 3 clusters Score -2.309668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155626 members 
Entering Unmasked Estep 
Score: -23096668.000000 Penalty: 5936.174805
	Iteration 64Q: 3 clusters Score -2.309667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -23096662.000000 Penalty: 5936.174805
	Iteration 65Q: 3 clusters Score -2.309666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -23096654.000000 Penalty: 5936.174805
	Iteration 66Q: 3 clusters Score -2.309665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -23096640.000000 Penalty: 5936.174805
	Iteration 67Q: 3 clusters Score -2.309664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -23096654.000000 Penalty: 5936.174805
	Iteration 68Q: 3 clusters Score -2.309665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 155668 members 
Entering Unmasked Estep 
Score: -23096646.000000 Penalty: 5936.174805
	Iteration 69Q: 3 clusters Score -2.309665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -23096640.000000 Penalty: 5936.174805
	Iteration 70Q: 3 clusters Score -2.309664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -23096646.000000 Penalty: 5936.174805
	Iteration 71Q: 3 clusters Score -2.309665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -23096634.000000 Penalty: 5936.174805
	Iteration 72Q: 3 clusters Score -2.309663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -23096636.000000 Penalty: 5936.174805
	Iteration 73Q: 3 clusters Score -2.309664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 155672 members 
Entering Unmasked Estep 
Score: -23096654.000000 Penalty: 5936.174805
	Iteration 74Q: 3 clusters Score -2.309665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -23096652.000000 Penalty: 5936.174805
	Iteration 75Q: 3 clusters Score -2.309665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -23096652.000000 Penalty: 5936.174805
	Iteration 76F: 3 clusters Score -2.309665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -287858.000000 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -287858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -285209.281250 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -285209.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -285707.875000 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -285707.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -285843.718750 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -285843.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -285943.156250 Penalty: 3798.480713
	Iteration 3F: 3 clusters Score -285943.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -286007.812500 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -286007.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -286053.718750 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -286053.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286085.625000 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -286085.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286112.906250 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -286112.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286147.906250 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -286147.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -286168.187500 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -286168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -286177.906250 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -286177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -286186.937500 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -286186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -286192.687500 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -286192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -286200.437500 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -286200.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -286208.093750 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -286208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -286213.093750 Penalty: 3798.480713
	Iteration 15Q: 3 clusters Score -286213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -286216.500000 Penalty: 3798.480713
	Iteration 16Q: 3 clusters Score -286216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286219.718750 Penalty: 3798.480713
	Iteration 17Q: 3 clusters Score -286219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -286221.093750 Penalty: 3798.480713
	Iteration 18Q: 3 clusters Score -286221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286222.562500 Penalty: 3798.480713
	Iteration 19Q: 3 clusters Score -286222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -286223.031250 Penalty: 3798.480713
	Iteration 20F: 3 clusters Score -286223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1474990.125000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1474990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1467118.625000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1467119 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1469480.625000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1469481 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1469769.500000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1469770 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1469948.375000 Penalty: 4584.144531
	Iteration 3Q: 3 clusters Score -1469948 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1470073.750000 Penalty: 4584.144531
	Iteration 4Q: 3 clusters Score -1470074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1470170.625000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1470171 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1470274.375000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1470274 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1470387.625000 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1470388 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1470492.500000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1470492 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1470624.250000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1470624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1470794.250000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1470794 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1470968.500000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1470968 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1471139.250000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1471139 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1471296.125000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1471296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1471438.500000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1471438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1471563.625000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1471564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1471665.125000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1471665 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1471750.250000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1471750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1471823.000000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1471823 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1471900.750000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1471901 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1471985.500000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1471986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1472054.625000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1472055 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1472123.750000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1472124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1472186.875000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1472187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1472255.875000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1472256 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1472324.000000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1472324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1472393.125000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1472393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1472463.375000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1472463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1472513.500000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1472514 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1472587.125000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1472587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1472652.125000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1472652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1472703.125000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1472703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1472759.750000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1472760 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1472817.375000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1472817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1472862.250000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1472862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1472895.750000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1472896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1472915.875000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1472916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1472938.875000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1472939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1472959.625000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1472960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1472969.125000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1472969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1472980.750000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1472981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1472995.250000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1472995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1473006.125000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1473006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1473021.875000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1473022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1473026.750000 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1473027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1473036.625000 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1473037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1473042.500000 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1473042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1473048.375000 Penalty: 4584.144531
	Iteration 47Q: 3 clusters Score -1473048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1473049.500000 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1473050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1473059.375000 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1473059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1473060.250000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1473060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1473066.625000 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1473067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1473073.375000 Penalty: 4584.144531
	Iteration 52Q: 3 clusters Score -1473073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1473075.375000 Penalty: 4584.144531
	Iteration 53Q: 3 clusters Score -1473075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1473078.250000 Penalty: 4584.144531
	Iteration 54Q: 3 clusters Score -1473078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1473081.500000 Penalty: 4584.144531
	Iteration 55Q: 3 clusters Score -1473082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1473083.750000 Penalty: 4584.144531
	Iteration 56Q: 3 clusters Score -1473084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1473086.875000 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1473087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1473091.250000 Penalty: 4584.144531
	Iteration 58Q: 3 clusters Score -1473091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1473098.375000 Penalty: 4584.144531
	Iteration 59Q: 3 clusters Score -1473098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1473099.625000 Penalty: 4584.144531
	Iteration 60F: 3 clusters Score -1473100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1473105.250000 Penalty: 4584.144531
	Iteration 61Q: 3 clusters Score -1473105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1473112.125000 Penalty: 4584.144531
	Iteration 62Q: 3 clusters Score -1473112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1473121.750000 Penalty: 4584.144531
	Iteration 63Q: 3 clusters Score -1473122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1473130.250000 Penalty: 4584.144531
	Iteration 64Q: 3 clusters Score -1473130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1473138.875000 Penalty: 4584.144531
	Iteration 65Q: 3 clusters Score -1473139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1473149.125000 Penalty: 4584.144531
	Iteration 66Q: 3 clusters Score -1473149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1473151.625000 Penalty: 4584.144531
	Iteration 67Q: 3 clusters Score -1473152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1473156.125000 Penalty: 4584.144531
	Iteration 68Q: 3 clusters Score -1473156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1473160.625000 Penalty: 4584.144531
	Iteration 69Q: 3 clusters Score -1473161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1473161.750000 Penalty: 4584.144531
	Iteration 70Q: 3 clusters Score -1473162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1473162.625000 Penalty: 4584.144531
	Iteration 71Q: 3 clusters Score -1473163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1473169.500000 Penalty: 4584.144531
	Iteration 72Q: 3 clusters Score -1473170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1473170.625000 Penalty: 4584.144531
	Iteration 73Q: 3 clusters Score -1473171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1473173.250000 Penalty: 4584.144531
	Iteration 74Q: 3 clusters Score -1473173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1473173.375000 Penalty: 4584.144531
	Iteration 75Q: 3 clusters Score -1473173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1473175.125000 Penalty: 4584.144531
	Iteration 76Q: 3 clusters Score -1473175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1473177.625000 Penalty: 4584.144531
	Iteration 77Q: 3 clusters Score -1473178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1473177.750000 Penalty: 4584.144531
	Iteration 78Q: 3 clusters Score -1473178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1473183.750000 Penalty: 4584.144531
	Iteration 79Q: 3 clusters Score -1473184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1473184.875000 Penalty: 4584.144531
	Iteration 80F: 3 clusters Score -1473185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1473185.875000 Penalty: 4584.144531
	Iteration 81Q: 3 clusters Score -1473186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1473191.250000 Penalty: 4584.144531
	Iteration 82Q: 3 clusters Score -1473191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1473190.625000 Penalty: 4584.144531
	Iteration 83Q: 3 clusters Score -1473191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1473194.750000 Penalty: 4584.144531
	Iteration 84Q: 3 clusters Score -1473195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1473193.750000 Penalty: 4584.144531
	Iteration 85Q: 3 clusters Score -1473194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1473193.750000 Penalty: 4584.144531
	Iteration 86Q: 3 clusters Score -1473194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1473193.125000 Penalty: 4584.144531
	Iteration 87Q: 3 clusters Score -1473193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1473191.375000 Penalty: 4584.144531
	Iteration 88Q: 3 clusters Score -1473191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1473193.375000 Penalty: 4584.144531
	Iteration 89Q: 3 clusters Score -1473193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1473195.125000 Penalty: 4584.144531
	Iteration 90Q: 3 clusters Score -1473195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1473195.875000 Penalty: 4584.144531
	Iteration 91Q: 3 clusters Score -1473196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1473194.125000 Penalty: 4584.144531
	Iteration 92Q: 3 clusters Score -1473194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1473194.500000 Penalty: 4584.144531
	Iteration 93Q: 3 clusters Score -1473194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1473195.125000 Penalty: 4584.144531
	Iteration 94Q: 3 clusters Score -1473195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1473195.125000 Penalty: 4584.144531
	Iteration 95Q: 3 clusters Score -1473195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1473201.000000 Penalty: 4584.144531
	Iteration 96Q: 3 clusters Score -1473201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1473199.625000 Penalty: 4584.144531
	Iteration 97Q: 3 clusters Score -1473200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1473201.875000 Penalty: 4584.144531
	Iteration 98Q: 3 clusters Score -1473202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1473203.750000 Penalty: 4584.144531
	Iteration 99Q: 3 clusters Score -1473204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1473204.500000 Penalty: 4584.144531
	Iteration 100F: 3 clusters Score -1473204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1473208.125000 Penalty: 4584.144531
	Iteration 101Q: 3 clusters Score -1473208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1473206.250000 Penalty: 4584.144531
	Iteration 102Q: 3 clusters Score -1473206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1473207.500000 Penalty: 4584.144531
	Iteration 103Q: 3 clusters Score -1473208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1473206.250000 Penalty: 4584.144531
	Iteration 104Q: 3 clusters Score -1473206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1473206.250000 Penalty: 4584.144531
	Iteration 105F: 3 clusters Score -1473206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Entering Unmasked Estep 
Score: -1575277.625000 Penalty: 2328.033203
	Iteration 0F: 2 clusters Score -1575278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1566401.625000 Penalty: 4656.066406
	Iteration 0F: 3 clusters Score -1566402 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1569200.750000 Penalty: 4656.066406
	Iteration 1F: 3 clusters Score -1569201 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1569665.625000 Penalty: 4656.066406
	Iteration 2F: 3 clusters Score -1569666 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1570090.000000 Penalty: 4656.066406
	Iteration 3F: 3 clusters Score -1570090 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1570421.875000 Penalty: 4656.066406
	Iteration 4F: 3 clusters Score -1570422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1570745.250000 Penalty: 4656.066406
	Iteration 5Q: 3 clusters Score -1570745 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1571076.625000 Penalty: 4656.066406
	Iteration 6Q: 3 clusters Score -1571077 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1571453.750000 Penalty: 4656.066406
	Iteration 7Q: 3 clusters Score -1571454 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1571820.750000 Penalty: 4656.066406
	Iteration 8Q: 3 clusters Score -1571821 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1572147.625000 Penalty: 4656.066406
	Iteration 9Q: 3 clusters Score -1572148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1572383.000000 Penalty: 4656.066406
	Iteration 10Q: 3 clusters Score -1572383 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1572580.375000 Penalty: 4656.066406
	Iteration 11Q: 3 clusters Score -1572580 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1572736.750000 Penalty: 4656.066406
	Iteration 12Q: 3 clusters Score -1572737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1572867.375000 Penalty: 4656.066406
	Iteration 13Q: 3 clusters Score -1572867 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1572982.750000 Penalty: 4656.066406
	Iteration 14Q: 3 clusters Score -1572983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1573071.500000 Penalty: 4656.066406
	Iteration 15Q: 3 clusters Score -1573072 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1573145.875000 Penalty: 4656.066406
	Iteration 16Q: 3 clusters Score -1573146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1573196.875000 Penalty: 4656.066406
	Iteration 17Q: 3 clusters Score -1573197 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1573219.750000 Penalty: 4656.066406
	Iteration 18Q: 3 clusters Score -1573220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1573236.500000 Penalty: 4656.066406
	Iteration 19Q: 3 clusters Score -1573236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1573247.500000 Penalty: 4656.066406
	Iteration 20F: 3 clusters Score -1573248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1573259.625000 Penalty: 4656.066406
	Iteration 21Q: 3 clusters Score -1573260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1573267.000000 Penalty: 4656.066406
	Iteration 22Q: 3 clusters Score -1573267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1573280.250000 Penalty: 4656.066406
	Iteration 23Q: 3 clusters Score -1573280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1573299.500000 Penalty: 4656.066406
	Iteration 24Q: 3 clusters Score -1573300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1573298.000000 Penalty: 4656.066406
	Iteration 25Q: 3 clusters Score -1573298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1573304.500000 Penalty: 4656.066406
	Iteration 26Q: 3 clusters Score -1573304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1573308.250000 Penalty: 4656.066406
	Iteration 27Q: 3 clusters Score -1573308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1573308.750000 Penalty: 4656.066406
	Iteration 28Q: 3 clusters Score -1573309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1573313.375000 Penalty: 4656.066406
	Iteration 29Q: 3 clusters Score -1573313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1573315.375000 Penalty: 4656.066406
	Iteration 30Q: 3 clusters Score -1573315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1573317.375000 Penalty: 4656.066406
	Iteration 31Q: 3 clusters Score -1573317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1573324.250000 Penalty: 4656.066406
	Iteration 32Q: 3 clusters Score -1573324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1573324.625000 Penalty: 4656.066406
	Iteration 33Q: 3 clusters Score -1573325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1573324.500000 Penalty: 4656.066406
	Iteration 34Q: 3 clusters Score -1573324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1573324.000000 Penalty: 4656.066406
	Iteration 35Q: 3 clusters Score -1573324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1573328.500000 Penalty: 4656.066406
	Iteration 36Q: 3 clusters Score -1573328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1573329.500000 Penalty: 4656.066406
	Iteration 37Q: 3 clusters Score -1573330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1573330.125000 Penalty: 4656.066406
	Iteration 38Q: 3 clusters Score -1573330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1573332.375000 Penalty: 4656.066406
	Iteration 39Q: 3 clusters Score -1573332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1573332.375000 Penalty: 4656.066406
	Iteration 40F: 3 clusters Score -1573332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1573338.250000 Penalty: 4656.066406
	Iteration 41Q: 3 clusters Score -1573338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1573340.625000 Penalty: 4656.066406
	Iteration 42Q: 3 clusters Score -1573341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1573345.000000 Penalty: 4656.066406
	Iteration 43Q: 3 clusters Score -1573345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1573347.125000 Penalty: 4656.066406
	Iteration 44Q: 3 clusters Score -1573347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1573347.000000 Penalty: 4656.066406
	Iteration 45Q: 3 clusters Score -1573347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1573346.875000 Penalty: 4656.066406
	Iteration 46Q: 3 clusters Score -1573347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1573344.875000 Penalty: 4656.066406
	Iteration 47Q: 3 clusters Score -1573345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1573348.125000 Penalty: 4656.066406
	Iteration 48Q: 3 clusters Score -1573348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1573348.000000 Penalty: 4656.066406
	Iteration 49Q: 3 clusters Score -1573348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1573348.875000 Penalty: 4656.066406
	Iteration 50Q: 3 clusters Score -1573349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1573352.625000 Penalty: 4656.066406
	Iteration 51Q: 3 clusters Score -1573353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1573355.875000 Penalty: 4656.066406
	Iteration 52Q: 3 clusters Score -1573356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1573354.375000 Penalty: 4656.066406
	Iteration 53Q: 3 clusters Score -1573354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1573355.375000 Penalty: 4656.066406
	Iteration 54Q: 3 clusters Score -1573355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1573355.750000 Penalty: 4656.066406
	Iteration 55Q: 3 clusters Score -1573356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1573355.125000 Penalty: 4656.066406
	Iteration 56Q: 3 clusters Score -1573355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1573356.000000 Penalty: 4656.066406
	Iteration 57Q: 3 clusters Score -1573356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1573357.000000 Penalty: 4656.066406
	Iteration 58Q: 3 clusters Score -1573357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1573358.250000 Penalty: 4656.066406
	Iteration 59Q: 3 clusters Score -1573358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1573357.250000 Penalty: 4656.066406
	Iteration 60F: 3 clusters Score -1573357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1573357.750000 Penalty: 4656.066406
	Iteration 61Q: 3 clusters Score -1573358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1573358.500000 Penalty: 4656.066406
	Iteration 62Q: 3 clusters Score -1573358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1573358.500000 Penalty: 4656.066406
	Iteration 63F: 3 clusters Score -1573358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Entering Unmasked Estep 
Score: -5774581.000000 Penalty: 2623.315430
	Iteration 0F: 2 clusters Score -5774581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5747968.000000 Penalty: 5246.630859
	Iteration 0F: 3 clusters Score -5747968 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5757947.500000 Penalty: 5246.630859
	Iteration 1F: 3 clusters Score -5757948 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -5758622.500000 Penalty: 5246.630859
	Iteration 2Q: 3 clusters Score -5758622 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5759275.000000 Penalty: 5246.630859
	Iteration 3Q: 3 clusters Score -5759275 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5760033.000000 Penalty: 5246.630859
	Iteration 4Q: 3 clusters Score -5760033 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5760897.000000 Penalty: 5246.630859
	Iteration 5F: 3 clusters Score -5760897 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5761845.500000 Penalty: 5246.630859
	Iteration 6F: 3 clusters Score -5761846 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5762857.500000 Penalty: 5246.630859
	Iteration 7F: 3 clusters Score -5762858 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -5763911.000000 Penalty: 5246.630859
	Iteration 8F: 3 clusters Score -5763911 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5764944.000000 Penalty: 5246.630859
	Iteration 9Q: 3 clusters Score -5764944 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5765934.500000 Penalty: 5246.630859
	Iteration 10Q: 3 clusters Score -5765934 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5766849.500000 Penalty: 5246.630859
	Iteration 11Q: 3 clusters Score -5766850 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5767606.500000 Penalty: 5246.630859
	Iteration 12Q: 3 clusters Score -5767606 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -5768479.000000 Penalty: 5246.630859
	Iteration 13Q: 3 clusters Score -5768479 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5769369.500000 Penalty: 5246.630859
	Iteration 14Q: 3 clusters Score -5769370 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -5770182.000000 Penalty: 5246.630859
	Iteration 15Q: 3 clusters Score -5770182 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -5770725.000000 Penalty: 5246.630859
	Iteration 16Q: 3 clusters Score -5770725 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -5771074.000000 Penalty: 5246.630859
	Iteration 17Q: 3 clusters Score -5771074 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -5771318.500000 Penalty: 5246.630859
	Iteration 18Q: 3 clusters Score -5771318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5771468.500000 Penalty: 5246.630859
	Iteration 19Q: 3 clusters Score -5771468 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5771581.500000 Penalty: 5246.630859
	Iteration 20F: 3 clusters Score -5771582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5771649.000000 Penalty: 5246.630859
	Iteration 21Q: 3 clusters Score -5771649 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5771698.500000 Penalty: 5246.630859
	Iteration 22Q: 3 clusters Score -5771698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5771734.500000 Penalty: 5246.630859
	Iteration 23Q: 3 clusters Score -5771734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5771742.000000 Penalty: 5246.630859
	Iteration 24Q: 3 clusters Score -5771742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -5771749.500000 Penalty: 5246.630859
	Iteration 25Q: 3 clusters Score -5771750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -5771749.000000 Penalty: 5246.630859
	Iteration 26Q: 3 clusters Score -5771749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5771761.000000 Penalty: 5246.630859
	Iteration 27Q: 3 clusters Score -5771761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5771778.000000 Penalty: 5246.630859
	Iteration 28Q: 3 clusters Score -5771778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5771772.500000 Penalty: 5246.630859
	Iteration 29Q: 3 clusters Score -5771772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5771762.500000 Penalty: 5246.630859
	Iteration 30Q: 3 clusters Score -5771762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5771773.500000 Penalty: 5246.630859
	Iteration 31Q: 3 clusters Score -5771774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5771779.500000 Penalty: 5246.630859
	Iteration 32Q: 3 clusters Score -5771780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -5771771.000000 Penalty: 5246.630859
	Iteration 33Q: 3 clusters Score -5771771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5771772.000000 Penalty: 5246.630859
	Iteration 34Q: 3 clusters Score -5771772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5771768.000000 Penalty: 5246.630859
	Iteration 35Q: 3 clusters Score -5771768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5771766.500000 Penalty: 5246.630859
	Iteration 36Q: 3 clusters Score -5771766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5771778.000000 Penalty: 5246.630859
	Iteration 37Q: 3 clusters Score -5771778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5771768.500000 Penalty: 5246.630859
	Iteration 38Q: 3 clusters Score -5771768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -5771775.000000 Penalty: 5246.630859
	Iteration 39Q: 3 clusters Score -5771775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5771772.500000 Penalty: 5246.630859
	Iteration 40F: 3 clusters Score -5771772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5771777.500000 Penalty: 5246.630859
	Iteration 41Q: 3 clusters Score -5771778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -5771774.500000 Penalty: 5246.630859
	Iteration 42Q: 3 clusters Score -5771774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -5771772.000000 Penalty: 5246.630859
	Iteration 43Q: 3 clusters Score -5771772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5771774.000000 Penalty: 5246.630859
	Iteration 44Q: 3 clusters Score -5771774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5771774.000000 Penalty: 5246.630859
	Iteration 45F: 3 clusters Score -5771774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Entering Unmasked Estep 
Score: -7890379.500000 Penalty: 2706.110840
	Iteration 0F: 2 clusters Score -7890380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7853503.000000 Penalty: 5412.221680
	Iteration 0F: 3 clusters Score -7853503 nChanged 25371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -7867712.500000 Penalty: 5412.221680
	Iteration 1F: 3 clusters Score -7867712 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7868443.000000 Penalty: 5412.221680
	Iteration 2Q: 3 clusters Score -7868443 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -7869422.500000 Penalty: 5412.221680
	Iteration 3Q: 3 clusters Score -7869422 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -7870768.000000 Penalty: 5412.221680
	Iteration 4Q: 3 clusters Score -7870768 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7873006.500000 Penalty: 5412.221680
	Iteration 5F: 3 clusters Score -7873006 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -7875963.500000 Penalty: 5412.221680
	Iteration 6F: 3 clusters Score -7875964 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -7878995.000000 Penalty: 5412.221680
	Iteration 7F: 3 clusters Score -7878995 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -7881419.000000 Penalty: 5412.221680
	Iteration 8F: 3 clusters Score -7881419 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -7882952.000000 Penalty: 5412.221680
	Iteration 9F: 3 clusters Score -7882952 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7883855.500000 Penalty: 5412.221680
	Iteration 10Q: 3 clusters Score -7883856 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -7884496.500000 Penalty: 5412.221680
	Iteration 11Q: 3 clusters Score -7884496 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -7884940.000000 Penalty: 5412.221680
	Iteration 12Q: 3 clusters Score -7884940 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7885192.500000 Penalty: 5412.221680
	Iteration 13Q: 3 clusters Score -7885192 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -7885403.500000 Penalty: 5412.221680
	Iteration 14Q: 3 clusters Score -7885404 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -7885598.000000 Penalty: 5412.221680
	Iteration 15Q: 3 clusters Score -7885598 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -7885762.000000 Penalty: 5412.221680
	Iteration 16Q: 3 clusters Score -7885762 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -7885931.000000 Penalty: 5412.221680
	Iteration 17Q: 3 clusters Score -7885931 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7886079.500000 Penalty: 5412.221680
	Iteration 18Q: 3 clusters Score -7886080 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -7886223.000000 Penalty: 5412.221680
	Iteration 19Q: 3 clusters Score -7886223 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7886346.000000 Penalty: 5412.221680
	Iteration 20F: 3 clusters Score -7886346 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -7886474.000000 Penalty: 5412.221680
	Iteration 21Q: 3 clusters Score -7886474 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7886654.000000 Penalty: 5412.221680
	Iteration 22Q: 3 clusters Score -7886654 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -7886771.000000 Penalty: 5412.221680
	Iteration 23Q: 3 clusters Score -7886771 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7886924.500000 Penalty: 5412.221680
	Iteration 24Q: 3 clusters Score -7886924 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -7887064.500000 Penalty: 5412.221680
	Iteration 25Q: 3 clusters Score -7887064 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -7887246.500000 Penalty: 5412.221680
	Iteration 26Q: 3 clusters Score -7887246 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -7887355.000000 Penalty: 5412.221680
	Iteration 27Q: 3 clusters Score -7887355 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -7887503.000000 Penalty: 5412.221680
	Iteration 28Q: 3 clusters Score -7887503 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -7887615.000000 Penalty: 5412.221680
	Iteration 29Q: 3 clusters Score -7887615 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -7887729.500000 Penalty: 5412.221680
	Iteration 30Q: 3 clusters Score -7887730 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -7887876.000000 Penalty: 5412.221680
	Iteration 31Q: 3 clusters Score -7887876 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -7887988.000000 Penalty: 5412.221680
	Iteration 32Q: 3 clusters Score -7887988 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7888074.000000 Penalty: 5412.221680
	Iteration 33Q: 3 clusters Score -7888074 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -7888151.500000 Penalty: 5412.221680
	Iteration 34Q: 3 clusters Score -7888152 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -7888259.000000 Penalty: 5412.221680
	Iteration 35Q: 3 clusters Score -7888259 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -7888349.000000 Penalty: 5412.221680
	Iteration 36Q: 3 clusters Score -7888349 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7888422.500000 Penalty: 5412.221680
	Iteration 37Q: 3 clusters Score -7888422 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7888484.500000 Penalty: 5412.221680
	Iteration 38Q: 3 clusters Score -7888484 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -7888585.500000 Penalty: 5412.221680
	Iteration 39Q: 3 clusters Score -7888586 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -7888617.000000 Penalty: 5412.221680
	Iteration 40F: 3 clusters Score -7888617 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7888690.000000 Penalty: 5412.221680
	Iteration 41Q: 3 clusters Score -7888690 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7888744.000000 Penalty: 5412.221680
	Iteration 42Q: 3 clusters Score -7888744 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7888788.500000 Penalty: 5412.221680
	Iteration 43Q: 3 clusters Score -7888788 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -7888817.500000 Penalty: 5412.221680
	Iteration 44Q: 3 clusters Score -7888818 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -7888850.000000 Penalty: 5412.221680
	Iteration 45Q: 3 clusters Score -7888850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -7888919.000000 Penalty: 5412.221680
	Iteration 46Q: 3 clusters Score -7888919 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -7888960.000000 Penalty: 5412.221680
	Iteration 47Q: 3 clusters Score -7888960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -7889028.000000 Penalty: 5412.221680
	Iteration 48Q: 3 clusters Score -7889028 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7889073.000000 Penalty: 5412.221680
	Iteration 49Q: 3 clusters Score -7889073 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7889112.000000 Penalty: 5412.221680
	Iteration 50Q: 3 clusters Score -7889112 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7889138.000000 Penalty: 5412.221680
	Iteration 51Q: 3 clusters Score -7889138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -7889158.500000 Penalty: 5412.221680
	Iteration 52Q: 3 clusters Score -7889158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -7889175.500000 Penalty: 5412.221680
	Iteration 53Q: 3 clusters Score -7889176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -7889188.500000 Penalty: 5412.221680
	Iteration 54Q: 3 clusters Score -7889188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -7889200.500000 Penalty: 5412.221680
	Iteration 55Q: 3 clusters Score -7889200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -7889222.500000 Penalty: 5412.221680
	Iteration 56Q: 3 clusters Score -7889222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -7889224.000000 Penalty: 5412.221680
	Iteration 57Q: 3 clusters Score -7889224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7889239.500000 Penalty: 5412.221680
	Iteration 58Q: 3 clusters Score -7889240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -7889248.000000 Penalty: 5412.221680
	Iteration 59Q: 3 clusters Score -7889248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -7889264.500000 Penalty: 5412.221680
	Iteration 60F: 3 clusters Score -7889264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7889263.000000 Penalty: 5412.221680
	Iteration 61Q: 3 clusters Score -7889263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -7889281.000000 Penalty: 5412.221680
	Iteration 62Q: 3 clusters Score -7889281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -7889280.000000 Penalty: 5412.221680
	Iteration 63Q: 3 clusters Score -7889280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7889300.500000 Penalty: 5412.221680
	Iteration 64Q: 3 clusters Score -7889300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7889311.500000 Penalty: 5412.221680
	Iteration 65Q: 3 clusters Score -7889312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -7889301.500000 Penalty: 5412.221680
	Iteration 66Q: 3 clusters Score -7889302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -7889298.500000 Penalty: 5412.221680
	Iteration 67Q: 3 clusters Score -7889298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7889305.000000 Penalty: 5412.221680
	Iteration 68Q: 3 clusters Score -7889305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -7889301.000000 Penalty: 5412.221680
	Iteration 69Q: 3 clusters Score -7889301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7889304.000000 Penalty: 5412.221680
	Iteration 70Q: 3 clusters Score -7889304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7889326.500000 Penalty: 5412.221680
	Iteration 71Q: 3 clusters Score -7889326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7889337.000000 Penalty: 5412.221680
	Iteration 72Q: 3 clusters Score -7889337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7889361.000000 Penalty: 5412.221680
	Iteration 73Q: 3 clusters Score -7889361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7889351.500000 Penalty: 5412.221680
	Iteration 74Q: 3 clusters Score -7889352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7889353.500000 Penalty: 5412.221680
	Iteration 75Q: 3 clusters Score -7889354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -7889361.500000 Penalty: 5412.221680
	Iteration 76Q: 3 clusters Score -7889362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7889363.000000 Penalty: 5412.221680
	Iteration 77Q: 3 clusters Score -7889363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7889370.000000 Penalty: 5412.221680
	Iteration 78Q: 3 clusters Score -7889370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7889371.500000 Penalty: 5412.221680
	Iteration 79Q: 3 clusters Score -7889372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -7889374.500000 Penalty: 5412.221680
	Iteration 80F: 3 clusters Score -7889374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -7889369.500000 Penalty: 5412.221680
	Iteration 81Q: 3 clusters Score -7889370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7889361.000000 Penalty: 5412.221680
	Iteration 82Q: 3 clusters Score -7889361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -7889366.500000 Penalty: 5412.221680
	Iteration 83Q: 3 clusters Score -7889366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7889364.000000 Penalty: 5412.221680
	Iteration 84Q: 3 clusters Score -7889364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7889367.500000 Penalty: 5412.221680
	Iteration 85Q: 3 clusters Score -7889368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7889372.000000 Penalty: 5412.221680
	Iteration 86Q: 3 clusters Score -7889372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -7889369.000000 Penalty: 5412.221680
	Iteration 87Q: 3 clusters Score -7889369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -7889365.000000 Penalty: 5412.221680
	Iteration 88Q: 3 clusters Score -7889365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7889382.500000 Penalty: 5412.221680
	Iteration 89Q: 3 clusters Score -7889382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -7889392.000000 Penalty: 5412.221680
	Iteration 90Q: 3 clusters Score -7889392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7889397.500000 Penalty: 5412.221680
	Iteration 91Q: 3 clusters Score -7889398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7889396.500000 Penalty: 5412.221680
	Iteration 92Q: 3 clusters Score -7889396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -7889404.000000 Penalty: 5412.221680
	Iteration 93Q: 3 clusters Score -7889404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7889403.000000 Penalty: 5412.221680
	Iteration 94Q: 3 clusters Score -7889403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -7889408.000000 Penalty: 5412.221680
	Iteration 95Q: 3 clusters Score -7889408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -7889418.500000 Penalty: 5412.221680
	Iteration 96Q: 3 clusters Score -7889418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -7889422.000000 Penalty: 5412.221680
	Iteration 97Q: 3 clusters Score -7889422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7889418.500000 Penalty: 5412.221680
	Iteration 98Q: 3 clusters Score -7889418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -7889418.500000 Penalty: 5412.221680
	Iteration 99Q: 3 clusters Score -7889418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7889424.000000 Penalty: 5412.221680
	Iteration 100F: 3 clusters Score -7889424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7889415.000000 Penalty: 5412.221680
	Iteration 101Q: 3 clusters Score -7889415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -7889419.000000 Penalty: 5412.221680
	Iteration 102Q: 3 clusters Score -7889419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7889427.000000 Penalty: 5412.221680
	Iteration 103Q: 3 clusters Score -7889427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7889411.500000 Penalty: 5412.221680
	Iteration 104Q: 3 clusters Score -7889412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7889412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7889408.500000 Penalty: 5412.221680
	Iteration 106Q: 3 clusters Score -7889408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7889410.500000 Penalty: 5412.221680
	Iteration 107Q: 3 clusters Score -7889410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -7889406.500000 Penalty: 5412.221680
	Iteration 108Q: 3 clusters Score -7889406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7889394.000000 Penalty: 5412.221680
	Iteration 109Q: 3 clusters Score -7889394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7889391.000000 Penalty: 5412.221680
	Iteration 110Q: 3 clusters Score -7889391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -7889398.000000 Penalty: 5412.221680
	Iteration 111Q: 3 clusters Score -7889398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -7889406.500000 Penalty: 5412.221680
	Iteration 112Q: 3 clusters Score -7889406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -7889404.000000 Penalty: 5412.221680
	Iteration 113Q: 3 clusters Score -7889404 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7889410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7889410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7889409.000000 Penalty: 5412.221680
	Iteration 116Q: 3 clusters Score -7889409 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7889423.500000 Penalty: 5412.221680
	Iteration 117Q: 3 clusters Score -7889424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -7889426.000000 Penalty: 5412.221680
	Iteration 118Q: 3 clusters Score -7889426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7889424.500000 Penalty: 5412.221680
	Iteration 119Q: 3 clusters Score -7889424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7889446.000000 Penalty: 5412.221680
	Iteration 120F: 3 clusters Score -7889446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7889438.500000 Penalty: 5412.221680
	Iteration 121Q: 3 clusters Score -7889438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7889442.000000 Penalty: 5412.221680
	Iteration 122Q: 3 clusters Score -7889442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7889441.500000 Penalty: 5412.221680
	Iteration 123Q: 3 clusters Score -7889442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7889447.500000 Penalty: 5412.221680
	Iteration 124Q: 3 clusters Score -7889448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7889451.500000 Penalty: 5412.221680
	Iteration 125Q: 3 clusters Score -7889452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7889449.500000 Penalty: 5412.221680
	Iteration 126Q: 3 clusters Score -7889450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -7889446.500000 Penalty: 5412.221680
	Iteration 127Q: 3 clusters Score -7889446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -7889442.000000 Penalty: 5412.221680
	Iteration 128Q: 3 clusters Score -7889442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7889447.500000 Penalty: 5412.221680
	Iteration 129Q: 3 clusters Score -7889448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7889440.000000 Penalty: 5412.221680
	Iteration 130Q: 3 clusters Score -7889440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7889445.500000 Penalty: 5412.221680
	Iteration 131Q: 3 clusters Score -7889446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7889445.500000 Penalty: 5412.221680
	Iteration 132F: 3 clusters Score -7889446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Entering Unmasked Estep 
Score: -5707210.000000 Penalty: 2627.014893
	Iteration 0F: 2 clusters Score -5707210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5680236.000000 Penalty: 5254.029785
	Iteration 0F: 3 clusters Score -5680236 nChanged 18224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5690140.000000 Penalty: 5254.029785
	Iteration 1F: 3 clusters Score -5690140 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5690763.500000 Penalty: 5254.029785
	Iteration 2Q: 3 clusters Score -5690764 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5691629.000000 Penalty: 5254.029785
	Iteration 3Q: 3 clusters Score -5691629 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5692672.000000 Penalty: 5254.029785
	Iteration 4F: 3 clusters Score -5692672 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5694027.500000 Penalty: 5254.029785
	Iteration 5F: 3 clusters Score -5694028 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5695397.000000 Penalty: 5254.029785
	Iteration 6F: 3 clusters Score -5695397 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5696721.000000 Penalty: 5254.029785
	Iteration 7F: 3 clusters Score -5696721 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -5698125.500000 Penalty: 5254.029785
	Iteration 8F: 3 clusters Score -5698126 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5699484.000000 Penalty: 5254.029785
	Iteration 9Q: 3 clusters Score -5699484 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5700933.000000 Penalty: 5254.029785
	Iteration 10Q: 3 clusters Score -5700933 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -5702520.500000 Penalty: 5254.029785
	Iteration 11Q: 3 clusters Score -5702520 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5703979.000000 Penalty: 5254.029785
	Iteration 12Q: 3 clusters Score -5703979 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5704933.500000 Penalty: 5254.029785
	Iteration 13Q: 3 clusters Score -5704934 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -5705357.000000 Penalty: 5254.029785
	Iteration 14Q: 3 clusters Score -5705357 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5705574.500000 Penalty: 5254.029785
	Iteration 15Q: 3 clusters Score -5705574 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -5705668.500000 Penalty: 5254.029785
	Iteration 16Q: 3 clusters Score -5705668 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5705756.500000 Penalty: 5254.029785
	Iteration 17Q: 3 clusters Score -5705756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -5705826.000000 Penalty: 5254.029785
	Iteration 18Q: 3 clusters Score -5705826 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5705905.500000 Penalty: 5254.029785
	Iteration 19Q: 3 clusters Score -5705906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5705960.000000 Penalty: 5254.029785
	Iteration 20F: 3 clusters Score -5705960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -5705992.500000 Penalty: 5254.029785
	Iteration 21Q: 3 clusters Score -5705992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -5706020.500000 Penalty: 5254.029785
	Iteration 22Q: 3 clusters Score -5706020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5706045.500000 Penalty: 5254.029785
	Iteration 23Q: 3 clusters Score -5706046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5706053.500000 Penalty: 5254.029785
	Iteration 24Q: 3 clusters Score -5706054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -5706066.000000 Penalty: 5254.029785
	Iteration 25Q: 3 clusters Score -5706066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5706063.000000 Penalty: 5254.029785
	Iteration 26Q: 3 clusters Score -5706063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5706080.500000 Penalty: 5254.029785
	Iteration 27Q: 3 clusters Score -5706080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5706105.000000 Penalty: 5254.029785
	Iteration 28Q: 3 clusters Score -5706105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -5706134.000000 Penalty: 5254.029785
	Iteration 29Q: 3 clusters Score -5706134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -5706159.500000 Penalty: 5254.029785
	Iteration 30Q: 3 clusters Score -5706160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -5706167.500000 Penalty: 5254.029785
	Iteration 31Q: 3 clusters Score -5706168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5706189.000000 Penalty: 5254.029785
	Iteration 32Q: 3 clusters Score -5706189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5706189.000000 Penalty: 5254.029785
	Iteration 33Q: 3 clusters Score -5706189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5706187.000000 Penalty: 5254.029785
	Iteration 34Q: 3 clusters Score -5706187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5706188.000000 Penalty: 5254.029785
	Iteration 35Q: 3 clusters Score -5706188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -5706212.000000 Penalty: 5254.029785
	Iteration 36Q: 3 clusters Score -5706212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5706221.000000 Penalty: 5254.029785
	Iteration 37Q: 3 clusters Score -5706221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5706221.000000 Penalty: 5254.029785
	Iteration 38Q: 3 clusters Score -5706221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5706229.000000 Penalty: 5254.029785
	Iteration 39Q: 3 clusters Score -5706229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5706225.000000 Penalty: 5254.029785
	Iteration 40F: 3 clusters Score -5706225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -5706231.500000 Penalty: 5254.029785
	Iteration 41Q: 3 clusters Score -5706232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5706236.500000 Penalty: 5254.029785
	Iteration 42Q: 3 clusters Score -5706236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5706233.000000 Penalty: 5254.029785
	Iteration 43Q: 3 clusters Score -5706233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5706243.500000 Penalty: 5254.029785
	Iteration 44Q: 3 clusters Score -5706244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5706246.000000 Penalty: 5254.029785
	Iteration 45Q: 3 clusters Score -5706246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5706241.000000 Penalty: 5254.029785
	Iteration 46Q: 3 clusters Score -5706241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5706244.500000 Penalty: 5254.029785
	Iteration 47Q: 3 clusters Score -5706244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -5706239.500000 Penalty: 5254.029785
	Iteration 48Q: 3 clusters Score -5706240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -5706238.000000 Penalty: 5254.029785
	Iteration 49Q: 3 clusters Score -5706238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5706244.000000 Penalty: 5254.029785
	Iteration 50Q: 3 clusters Score -5706244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5706247.500000 Penalty: 5254.029785
	Iteration 51Q: 3 clusters Score -5706248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -5706249.500000 Penalty: 5254.029785
	Iteration 52Q: 3 clusters Score -5706250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5706251.500000 Penalty: 5254.029785
	Iteration 53Q: 3 clusters Score -5706252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5706253.500000 Penalty: 5254.029785
	Iteration 54Q: 3 clusters Score -5706254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5706258.500000 Penalty: 5254.029785
	Iteration 55Q: 3 clusters Score -5706258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5706261.000000 Penalty: 5254.029785
	Iteration 56Q: 3 clusters Score -5706261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -5706265.000000 Penalty: 5254.029785
	Iteration 57Q: 3 clusters Score -5706265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5706265.500000 Penalty: 5254.029785
	Iteration 58Q: 3 clusters Score -5706266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5706263.500000 Penalty: 5254.029785
	Iteration 59Q: 3 clusters Score -5706264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5706266.000000 Penalty: 5254.029785
	Iteration 60F: 3 clusters Score -5706266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5706259.000000 Penalty: 5254.029785
	Iteration 61Q: 3 clusters Score -5706259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5706253.500000 Penalty: 5254.029785
	Iteration 62Q: 3 clusters Score -5706254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5706258.500000 Penalty: 5254.029785
	Iteration 63Q: 3 clusters Score -5706258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5706262.500000 Penalty: 5254.029785
	Iteration 64Q: 3 clusters Score -5706262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5706270.000000 Penalty: 5254.029785
	Iteration 65Q: 3 clusters Score -5706270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5706267.500000 Penalty: 5254.029785
	Iteration 66Q: 3 clusters Score -5706268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -5706269.000000 Penalty: 5254.029785
	Iteration 67Q: 3 clusters Score -5706269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5706270.500000 Penalty: 5254.029785
	Iteration 68Q: 3 clusters Score -5706270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5706270.500000 Penalty: 5254.029785
	Iteration 69Q: 3 clusters Score -5706270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5706277.000000 Penalty: 5254.029785
	Iteration 70Q: 3 clusters Score -5706277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5706273.500000 Penalty: 5254.029785
	Iteration 71Q: 3 clusters Score -5706274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -5706276.500000 Penalty: 5254.029785
	Iteration 72Q: 3 clusters Score -5706276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5706273.500000 Penalty: 5254.029785
	Iteration 73Q: 3 clusters Score -5706274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5706272.000000 Penalty: 5254.029785
	Iteration 74Q: 3 clusters Score -5706272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -5706275.500000 Penalty: 5254.029785
	Iteration 75Q: 3 clusters Score -5706276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5706276.000000 Penalty: 5254.029785
	Iteration 76Q: 3 clusters Score -5706276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5706273.000000 Penalty: 5254.029785
	Iteration 77Q: 3 clusters Score -5706273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5706269.000000 Penalty: 5254.029785
	Iteration 78Q: 3 clusters Score -5706269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5706269.000000 Penalty: 5254.029785
	Iteration 79F: 3 clusters Score -5706269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -934506.562500 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -934506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -928791.375000 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -928791.4 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -930309.937500 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -930309.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -930631.187500 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -930631.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -930991.125000 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -930991.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -931365.500000 Penalty: 4387.862305
	Iteration 4F: 3 clusters Score -931365.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -931735.875000 Penalty: 4387.862305
	Iteration 5F: 3 clusters Score -931735.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -932058.375000 Penalty: 4387.862305
	Iteration 6F: 3 clusters Score -932058.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -932325.062500 Penalty: 4387.862305
	Iteration 7F: 3 clusters Score -932325.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -932568.937500 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -932568.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -932779.500000 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -932779.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -932962.875000 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -932962.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -933126.062500 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -933126.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -933281.125000 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -933281.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -933413.000000 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -933413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -933525.937500 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -933525.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -933607.750000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -933607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -933678.562500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -933678.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -933737.625000 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -933737.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -933764.187500 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -933764.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -933788.500000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -933788.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -933810.562500 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -933810.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -933830.312500 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -933830.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -933844.375000 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -933844.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -933854.125000 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -933854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -933857.750000 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -933857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -933859.625000 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -933859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -933862.875000 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -933862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -933862.812500 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -933862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -933864.125000 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -933864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -933865.812500 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -933865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -933865.937500 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -933865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -933866.062500 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -933866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -933866.937500 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -933866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -933866.937500 Penalty: 4387.862305
	Iteration 33F: 3 clusters Score -933866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -478424.312500 Penalty: 2055.057129
	Iteration 0F: 2 clusters Score -478424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474572.968750 Penalty: 4110.114258
	Iteration 0F: 3 clusters Score -474573 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -475510.406250 Penalty: 4110.114258
	Iteration 1F: 3 clusters Score -475510.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -475836.718750 Penalty: 4110.114258
	Iteration 2F: 3 clusters Score -475836.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -476108.625000 Penalty: 4110.114258
	Iteration 3F: 3 clusters Score -476108.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -476354.218750 Penalty: 4110.114258
	Iteration 4F: 3 clusters Score -476354.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -476526.218750 Penalty: 4110.114258
	Iteration 5F: 3 clusters Score -476526.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -476625.531250 Penalty: 4110.114258
	Iteration 6Q: 3 clusters Score -476625.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -476697.937500 Penalty: 4110.114258
	Iteration 7Q: 3 clusters Score -476697.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -476756.781250 Penalty: 4110.114258
	Iteration 8Q: 3 clusters Score -476756.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -476800.687500 Penalty: 4110.114258
	Iteration 9Q: 3 clusters Score -476800.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -476825.343750 Penalty: 4110.114258
	Iteration 10Q: 3 clusters Score -476825.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -476841.906250 Penalty: 4110.114258
	Iteration 11Q: 3 clusters Score -476841.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476852.875000 Penalty: 4110.114258
	Iteration 12Q: 3 clusters Score -476852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -476862.375000 Penalty: 4110.114258
	Iteration 13Q: 3 clusters Score -476862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -476872.031250 Penalty: 4110.114258
	Iteration 14Q: 3 clusters Score -476872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -476884.843750 Penalty: 4110.114258
	Iteration 15Q: 3 clusters Score -476884.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -476891.687500 Penalty: 4110.114258
	Iteration 16Q: 3 clusters Score -476891.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -476898.031250 Penalty: 4110.114258
	Iteration 17Q: 3 clusters Score -476898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -476907.687500 Penalty: 4110.114258
	Iteration 18Q: 3 clusters Score -476907.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -476914.437500 Penalty: 4110.114258
	Iteration 19Q: 3 clusters Score -476914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -476918.625000 Penalty: 4110.114258
	Iteration 20F: 3 clusters Score -476918.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -476927.437500 Penalty: 4110.114258
	Iteration 21Q: 3 clusters Score -476927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -476930.500000 Penalty: 4110.114258
	Iteration 22Q: 3 clusters Score -476930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -476932.468750 Penalty: 4110.114258
	Iteration 23Q: 3 clusters Score -476932.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -476935.937500 Penalty: 4110.114258
	Iteration 24Q: 3 clusters Score -476935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -476939.000000 Penalty: 4110.114258
	Iteration 25Q: 3 clusters Score -476939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -476945.406250 Penalty: 4110.114258
	Iteration 26Q: 3 clusters Score -476945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -476949.843750 Penalty: 4110.114258
	Iteration 27Q: 3 clusters Score -476949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -476954.687500 Penalty: 4110.114258
	Iteration 28Q: 3 clusters Score -476954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -476959.093750 Penalty: 4110.114258
	Iteration 29Q: 3 clusters Score -476959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -476962.000000 Penalty: 4110.114258
	Iteration 30Q: 3 clusters Score -476962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -476966.593750 Penalty: 4110.114258
	Iteration 31Q: 3 clusters Score -476966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -476972.406250 Penalty: 4110.114258
	Iteration 32Q: 3 clusters Score -476972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -476974.250000 Penalty: 4110.114258
	Iteration 33Q: 3 clusters Score -476974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -476974.906250 Penalty: 4110.114258
	Iteration 34Q: 3 clusters Score -476974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -476976.000000 Penalty: 4110.114258
	Iteration 35Q: 3 clusters Score -476976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -476977.218750 Penalty: 4110.114258
	Iteration 36Q: 3 clusters Score -476977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -476976.968750 Penalty: 4110.114258
	Iteration 37Q: 3 clusters Score -476977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -476979.031250 Penalty: 4110.114258
	Iteration 38Q: 3 clusters Score -476979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -476980.218750 Penalty: 4110.114258
	Iteration 39Q: 3 clusters Score -476980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -476980.875000 Penalty: 4110.114258
	Iteration 40F: 3 clusters Score -476980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -476980.562500 Penalty: 4110.114258
	Iteration 41Q: 3 clusters Score -476980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -476980.562500 Penalty: 4110.114258
	Iteration 42F: 3 clusters Score -476980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -2025513.250000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -2025513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2014971.250000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -2014971 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2018327.375000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -2018327 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2018683.250000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -2018683 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2018946.250000 Penalty: 4752.795410
	Iteration 3Q: 3 clusters Score -2018946 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2019140.125000 Penalty: 4752.795410
	Iteration 4Q: 3 clusters Score -2019140 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2019300.375000 Penalty: 4752.795410
	Iteration 5Q: 3 clusters Score -2019300 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2019445.250000 Penalty: 4752.795410
	Iteration 6Q: 3 clusters Score -2019445 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2019602.625000 Penalty: 4752.795410
	Iteration 7Q: 3 clusters Score -2019603 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2019772.750000 Penalty: 4752.795410
	Iteration 8Q: 3 clusters Score -2019773 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2019933.125000 Penalty: 4752.795410
	Iteration 9Q: 3 clusters Score -2019933 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2020292.625000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2020506.500000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2020723 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2020927.750000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2021109.750000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2021297.250000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2021459.500000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -2021460 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2021568.250000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -2021568 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2021663.250000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -2021663 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2021720.500000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -2021720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2021768.875000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -2021769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2021811.750000 Penalty: 4752.795410
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2021848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2021882.875000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -2021883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2021904.750000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -2021905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2021951.625000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -2021952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2021993.625000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -2021994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2022036.250000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -2022036 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2022078.750000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -2022079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2022107.625000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -2022108 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2022135.000000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -2022135 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2022170.750000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -2022171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2022191.375000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -2022191 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2022216.250000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -2022216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2022245.375000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -2022245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2022273.000000 Penalty: 4752.795410
	Iteration 36Q: 3 clusters Score -2022273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2022294.000000 Penalty: 4752.795410
	Iteration 37Q: 3 clusters Score -2022294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2022312.000000 Penalty: 4752.795410
	Iteration 38Q: 3 clusters Score -2022312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2022329.250000 Penalty: 4752.795410
	Iteration 39Q: 3 clusters Score -2022329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2022337.125000 Penalty: 4752.795410
	Iteration 40F: 3 clusters Score -2022337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2022347.500000 Penalty: 4752.795410
	Iteration 41Q: 3 clusters Score -2022348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2022370.000000 Penalty: 4752.795410
	Iteration 42Q: 3 clusters Score -2022370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2022376.000000 Penalty: 4752.795410
	Iteration 43Q: 3 clusters Score -2022376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2022398.000000 Penalty: 4752.795410
	Iteration 44Q: 3 clusters Score -2022398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2022415.750000 Penalty: 4752.795410
	Iteration 45Q: 3 clusters Score -2022416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2022419.875000 Penalty: 4752.795410
	Iteration 46Q: 3 clusters Score -2022420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2022439.000000 Penalty: 4752.795410
	Iteration 47Q: 3 clusters Score -2022439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2022447.500000 Penalty: 4752.795410
	Iteration 48Q: 3 clusters Score -2022448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2022461.625000 Penalty: 4752.795410
	Iteration 49Q: 3 clusters Score -2022462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2022471.625000 Penalty: 4752.795410
	Iteration 50Q: 3 clusters Score -2022472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2022485.625000 Penalty: 4752.795410
	Iteration 51Q: 3 clusters Score -2022486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2022495.875000 Penalty: 4752.795410
	Iteration 52Q: 3 clusters Score -2022496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2022501.375000 Penalty: 4752.795410
	Iteration 53Q: 3 clusters Score -2022501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2022514.875000 Penalty: 4752.795410
	Iteration 54Q: 3 clusters Score -2022515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2022528.500000 Penalty: 4752.795410
	Iteration 55Q: 3 clusters Score -2022528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2022538.500000 Penalty: 4752.795410
	Iteration 56Q: 3 clusters Score -2022538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2022547.000000 Penalty: 4752.795410
	Iteration 57Q: 3 clusters Score -2022547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2022566.750000 Penalty: 4752.795410
	Iteration 58Q: 3 clusters Score -2022567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2022581.000000 Penalty: 4752.795410
	Iteration 59Q: 3 clusters Score -2022581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2022594.125000 Penalty: 4752.795410
	Iteration 60F: 3 clusters Score -2022594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2022611.875000 Penalty: 4752.795410
	Iteration 61Q: 3 clusters Score -2022612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2022633.500000 Penalty: 4752.795410
	Iteration 62Q: 3 clusters Score -2022634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2022657.625000 Penalty: 4752.795410
	Iteration 63Q: 3 clusters Score -2022658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2022669.625000 Penalty: 4752.795410
	Iteration 64Q: 3 clusters Score -2022670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2022695.000000 Penalty: 4752.795410
	Iteration 65Q: 3 clusters Score -2022695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2022708.250000 Penalty: 4752.795410
	Iteration 66Q: 3 clusters Score -2022708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2022731.000000 Penalty: 4752.795410
	Iteration 67Q: 3 clusters Score -2022731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
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Entering Unmasked Estep 
Score: -2022747.500000 Penalty: 4752.795410
	Iteration 68Q: 3 clusters Score -2022748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2022757.625000 Penalty: 4752.795410
	Iteration 69Q: 3 clusters Score -2022758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2022774.875000 Penalty: 4752.795410
	Iteration 70Q: 3 clusters Score -2022775 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
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Entering Unmasked Estep 
Score: -2022787.125000 Penalty: 4752.795410
	Iteration 71Q: 3 clusters Score -2022787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2022804.500000 Penalty: 4752.795410
	Iteration 72Q: 3 clusters Score -2022804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2022818.125000 Penalty: 4752.795410
	Iteration 73Q: 3 clusters Score -2022818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2022830.750000 Penalty: 4752.795410
	Iteration 74Q: 3 clusters Score -2022831 nChanged 54
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Mstep: Class 1 contains 11591 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2022847 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11656 members 
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Entering Unmasked Estep 
Score: -2022868.375000 Penalty: 4752.795410
	Iteration 76Q: 3 clusters Score -2022868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2022893.625000 Penalty: 4752.795410
	Iteration 77Q: 3 clusters Score -2022894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2022911.375000 Penalty: 4752.795410
	Iteration 78Q: 3 clusters Score -2022911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2022932 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2022957.875000 Penalty: 4752.795410
	Iteration 80F: 3 clusters Score -2022958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2022984.125000 Penalty: 4752.795410
	Iteration 81Q: 3 clusters Score -2022984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2022998.125000 Penalty: 4752.795410
	Iteration 82Q: 3 clusters Score -2022998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2023014.750000 Penalty: 4752.795410
	Iteration 83Q: 3 clusters Score -2023015 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2023027.125000 Penalty: 4752.795410
	Iteration 84Q: 3 clusters Score -2023027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2023048.250000 Penalty: 4752.795410
	Iteration 85Q: 3 clusters Score -2023048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2023073.125000 Penalty: 4752.795410
	Iteration 86Q: 3 clusters Score -2023073 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2023100.375000 Penalty: 4752.795410
	Iteration 87Q: 3 clusters Score -2023100 nChanged 60
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2023117.500000 Penalty: 4752.795410
	Iteration 88Q: 3 clusters Score -2023118 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2023137.500000 Penalty: 4752.795410
	Iteration 89Q: 3 clusters Score -2023138 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2023156.250000 Penalty: 4752.795410
	Iteration 90Q: 3 clusters Score -2023156 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2023180.250000 Penalty: 4752.795410
	Iteration 91Q: 3 clusters Score -2023180 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2023202.250000 Penalty: 4752.795410
	Iteration 92Q: 3 clusters Score -2023202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2023224.375000 Penalty: 4752.795410
	Iteration 93Q: 3 clusters Score -2023224 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2023249 nChanged 50
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Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2023277.875000 Penalty: 4752.795410
	Iteration 95Q: 3 clusters Score -2023278 nChanged 39
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Mstep: Class 1 contains 12796 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2023288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2023301.625000 Penalty: 4752.795410
	Iteration 97Q: 3 clusters Score -2023302 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
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Entering Unmasked Estep 
Score: -2023310.125000 Penalty: 4752.795410
	Iteration 98Q: 3 clusters Score -2023310 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2023323.750000 Penalty: 4752.795410
	Iteration 99Q: 3 clusters Score -2023324 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2023343.875000 Penalty: 4752.795410
	Iteration 100F: 3 clusters Score -2023344 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2023357.375000 Penalty: 4752.795410
	Iteration 101Q: 3 clusters Score -2023357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2023369.750000 Penalty: 4752.795410
	Iteration 102Q: 3 clusters Score -2023370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2023382.750000 Penalty: 4752.795410
	Iteration 103Q: 3 clusters Score -2023383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2023395.500000 Penalty: 4752.795410
	Iteration 104Q: 3 clusters Score -2023396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2023412.000000 Penalty: 4752.795410
	Iteration 105Q: 3 clusters Score -2023412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2023423.625000 Penalty: 4752.795410
	Iteration 106Q: 3 clusters Score -2023424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2023429.500000 Penalty: 4752.795410
	Iteration 107Q: 3 clusters Score -2023430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2023444.250000 Penalty: 4752.795410
	Iteration 108Q: 3 clusters Score -2023444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2023451.875000 Penalty: 4752.795410
	Iteration 109Q: 3 clusters Score -2023452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2023460.125000 Penalty: 4752.795410
	Iteration 110Q: 3 clusters Score -2023460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2023464.125000 Penalty: 4752.795410
	Iteration 111Q: 3 clusters Score -2023464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2023467.875000 Penalty: 4752.795410
	Iteration 112Q: 3 clusters Score -2023468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2023474.000000 Penalty: 4752.795410
	Iteration 113Q: 3 clusters Score -2023474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2023476.750000 Penalty: 4752.795410
	Iteration 114Q: 3 clusters Score -2023477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2023479.250000 Penalty: 4752.795410
	Iteration 115Q: 3 clusters Score -2023479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2023484.250000 Penalty: 4752.795410
	Iteration 116Q: 3 clusters Score -2023484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2023486.625000 Penalty: 4752.795410
	Iteration 117Q: 3 clusters Score -2023487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2023491.500000 Penalty: 4752.795410
	Iteration 118Q: 3 clusters Score -2023492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2023495.625000 Penalty: 4752.795410
	Iteration 119Q: 3 clusters Score -2023496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2023497.500000 Penalty: 4752.795410
	Iteration 120F: 3 clusters Score -2023498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2023495.125000 Penalty: 4752.795410
	Iteration 121Q: 3 clusters Score -2023495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2023499.625000 Penalty: 4752.795410
	Iteration 122Q: 3 clusters Score -2023500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2023500.375000 Penalty: 4752.795410
	Iteration 123Q: 3 clusters Score -2023500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2023502.250000 Penalty: 4752.795410
	Iteration 124Q: 3 clusters Score -2023502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2023502.250000 Penalty: 4752.795410
	Iteration 125F: 3 clusters Score -2023502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Entering Unmasked Estep 
Score: -982530.187500 Penalty: 2208.314697
	Iteration 0F: 2 clusters Score -982530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -976533.000000 Penalty: 4416.629395
	Iteration 0F: 3 clusters Score -976533 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -978276.687500 Penalty: 4416.629395
	Iteration 1F: 3 clusters Score -978276.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -978739.437500 Penalty: 4416.629395
	Iteration 2F: 3 clusters Score -978739.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -979119.625000 Penalty: 4416.629395
	Iteration 3F: 3 clusters Score -979119.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -979442.500000 Penalty: 4416.629395
	Iteration 4F: 3 clusters Score -979442.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -979699.562500 Penalty: 4416.629395
	Iteration 5F: 3 clusters Score -979699.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -979897.500000 Penalty: 4416.629395
	Iteration 6Q: 3 clusters Score -979897.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -980051.187500 Penalty: 4416.629395
	Iteration 7Q: 3 clusters Score -980051.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -980164.437500 Penalty: 4416.629395
	Iteration 8Q: 3 clusters Score -980164.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -980251.250000 Penalty: 4416.629395
	Iteration 9Q: 3 clusters Score -980251.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -980329.750000 Penalty: 4416.629395
	Iteration 10Q: 3 clusters Score -980329.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -980395.062500 Penalty: 4416.629395
	Iteration 11Q: 3 clusters Score -980395.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -980443.437500 Penalty: 4416.629395
	Iteration 12Q: 3 clusters Score -980443.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -980482.937500 Penalty: 4416.629395
	Iteration 13Q: 3 clusters Score -980482.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -980511.687500 Penalty: 4416.629395
	Iteration 14Q: 3 clusters Score -980511.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -980536.312500 Penalty: 4416.629395
	Iteration 15Q: 3 clusters Score -980536.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -980554.812500 Penalty: 4416.629395
	Iteration 16Q: 3 clusters Score -980554.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -980571.812500 Penalty: 4416.629395
	Iteration 17Q: 3 clusters Score -980571.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -980582.375000 Penalty: 4416.629395
	Iteration 18Q: 3 clusters Score -980582.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -980595.500000 Penalty: 4416.629395
	Iteration 19Q: 3 clusters Score -980595.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -980605.562500 Penalty: 4416.629395
	Iteration 20F: 3 clusters Score -980605.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -980615.812500 Penalty: 4416.629395
	Iteration 21Q: 3 clusters Score -980615.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -980628.500000 Penalty: 4416.629395
	Iteration 22Q: 3 clusters Score -980628.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -980643.562500 Penalty: 4416.629395
	Iteration 23Q: 3 clusters Score -980643.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -980658.937500 Penalty: 4416.629395
	Iteration 24Q: 3 clusters Score -980658.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -980675.562500 Penalty: 4416.629395
	Iteration 25Q: 3 clusters Score -980675.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -980689.062500 Penalty: 4416.629395
	Iteration 26Q: 3 clusters Score -980689.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -980700.312500 Penalty: 4416.629395
	Iteration 27Q: 3 clusters Score -980700.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -980710.437500 Penalty: 4416.629395
	Iteration 28Q: 3 clusters Score -980710.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -980724.187500 Penalty: 4416.629395
	Iteration 29Q: 3 clusters Score -980724.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -980736.500000 Penalty: 4416.629395
	Iteration 30Q: 3 clusters Score -980736.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -980748.500000 Penalty: 4416.629395
	Iteration 31Q: 3 clusters Score -980748.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -980759.250000 Penalty: 4416.629395
	Iteration 32Q: 3 clusters Score -980759.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -980771.562500 Penalty: 4416.629395
	Iteration 33Q: 3 clusters Score -980771.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -980781.875000 Penalty: 4416.629395
	Iteration 34Q: 3 clusters Score -980781.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -980787.437500 Penalty: 4416.629395
	Iteration 35Q: 3 clusters Score -980787.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -980793.375000 Penalty: 4416.629395
	Iteration 36Q: 3 clusters Score -980793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -980802.937500 Penalty: 4416.629395
	Iteration 37Q: 3 clusters Score -980802.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -980809.062500 Penalty: 4416.629395
	Iteration 38Q: 3 clusters Score -980809.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -980819.562500 Penalty: 4416.629395
	Iteration 39Q: 3 clusters Score -980819.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -980827.750000 Penalty: 4416.629395
	Iteration 40F: 3 clusters Score -980827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -980834.875000 Penalty: 4416.629395
	Iteration 41Q: 3 clusters Score -980834.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -980843.187500 Penalty: 4416.629395
	Iteration 42Q: 3 clusters Score -980843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -980849.062500 Penalty: 4416.629395
	Iteration 43Q: 3 clusters Score -980849.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -980856.812500 Penalty: 4416.629395
	Iteration 44Q: 3 clusters Score -980856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -980862.687500 Penalty: 4416.629395
	Iteration 45Q: 3 clusters Score -980862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -980867.937500 Penalty: 4416.629395
	Iteration 46Q: 3 clusters Score -980867.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -980869.875000 Penalty: 4416.629395
	Iteration 47Q: 3 clusters Score -980869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -980876.562500 Penalty: 4416.629395
	Iteration 48Q: 3 clusters Score -980876.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -980878.562500 Penalty: 4416.629395
	Iteration 49Q: 3 clusters Score -980878.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -980883.437500 Penalty: 4416.629395
	Iteration 50Q: 3 clusters Score -980883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -980886.500000 Penalty: 4416.629395
	Iteration 51Q: 3 clusters Score -980886.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -980893.187500 Penalty: 4416.629395
	Iteration 52Q: 3 clusters Score -980893.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -980901.750000 Penalty: 4416.629395
	Iteration 53Q: 3 clusters Score -980901.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -980909.812500 Penalty: 4416.629395
	Iteration 54Q: 3 clusters Score -980909.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -980921.062500 Penalty: 4416.629395
	Iteration 55Q: 3 clusters Score -980921.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -980930.000000 Penalty: 4416.629395
	Iteration 56Q: 3 clusters Score -980930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -980941.312500 Penalty: 4416.629395
	Iteration 57Q: 3 clusters Score -980941.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -980955.500000 Penalty: 4416.629395
	Iteration 58Q: 3 clusters Score -980955.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -980967.312500 Penalty: 4416.629395
	Iteration 59Q: 3 clusters Score -980967.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -980984.000000 Penalty: 4416.629395
	Iteration 60F: 3 clusters Score -980984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -980999.875000 Penalty: 4416.629395
	Iteration 61Q: 3 clusters Score -980999.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -981015.062500 Penalty: 4416.629395
	Iteration 62Q: 3 clusters Score -981015.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -981031.312500 Penalty: 4416.629395
	Iteration 63Q: 3 clusters Score -981031.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -981043.500000 Penalty: 4416.629395
	Iteration 64Q: 3 clusters Score -981043.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -981061.062500 Penalty: 4416.629395
	Iteration 65Q: 3 clusters Score -981061.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -981083.062500 Penalty: 4416.629395
	Iteration 66Q: 3 clusters Score -981083.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -981104.250000 Penalty: 4416.629395
	Iteration 67Q: 3 clusters Score -981104.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -981137.875000 Penalty: 4416.629395
	Iteration 68Q: 3 clusters Score -981137.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -981177.187500 Penalty: 4416.629395
	Iteration 69Q: 3 clusters Score -981177.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -981231.000000 Penalty: 4416.629395
	Iteration 70Q: 3 clusters Score -981231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -981291.812500 Penalty: 4416.629395
	Iteration 71Q: 3 clusters Score -981291.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -981358.312500 Penalty: 4416.629395
	Iteration 72Q: 3 clusters Score -981358.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -981398.125000 Penalty: 4416.629395
	Iteration 73Q: 3 clusters Score -981398.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -981417.875000 Penalty: 4416.629395
	Iteration 74Q: 3 clusters Score -981417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -981434.812500 Penalty: 4416.629395
	Iteration 75Q: 3 clusters Score -981434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -981451.125000 Penalty: 4416.629395
	Iteration 76Q: 3 clusters Score -981451.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -981460.125000 Penalty: 4416.629395
	Iteration 77Q: 3 clusters Score -981460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -981464.125000 Penalty: 4416.629395
	Iteration 78Q: 3 clusters Score -981464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -981471.250000 Penalty: 4416.629395
	Iteration 79Q: 3 clusters Score -981471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -981474.187500 Penalty: 4416.629395
	Iteration 80F: 3 clusters Score -981474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -981474.750000 Penalty: 4416.629395
	Iteration 81Q: 3 clusters Score -981474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -981474.187500 Penalty: 4416.629395
	Iteration 82Q: 3 clusters Score -981474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -981475.187500 Penalty: 4416.629395
	Iteration 83Q: 3 clusters Score -981475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -981475.187500 Penalty: 4416.629395
	Iteration 84F: 3 clusters Score -981475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -768937.187500 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -768937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -764168.937500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -764168.9 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -765383.937500 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -765383.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -765765.750000 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -765765.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -766160.250000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -766160.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -766647.437500 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -766647.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -767262.937500 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -767262.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -767897.000000 Penalty: 4256.972656
	Iteration 6F: 3 clusters Score -767897 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -768456.812500 Penalty: 4256.972656
	Iteration 7F: 3 clusters Score -768456.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -768894.937500 Penalty: 4256.972656
	Iteration 8F: 3 clusters Score -768894.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -769150.062500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -769150.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -769224.875000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -769224.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -769242.000000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -769242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -769251.687500 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -769251.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -769253.750000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -769253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -769254.500000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -769254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -769255.062500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -769255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -769255.625000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -769255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -769255.812500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -769255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -769255.812500 Penalty: 4256.972656
	Iteration 18F: 3 clusters Score -769255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 34423 members 
Mstep: Class 3 contains 157644 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 54816 members 
Mstep: Class 9 contains 39847 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203207 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 2848 members 
Entering Unmasked Estep 
Score: -128918880.000000 Penalty: 85040.218750
Splitting cluster 14 changes total score from -128920248.000000 to -128918880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -110517.648438 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -110517.6 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 455 members 
Entering Unmasked Estep 
Score: -108793.242188 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -108793.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109763.062500 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -109763.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110269.648438 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -110269.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111000.710938 Penalty: 3405.999023
	Iteration 3F: 3 clusters Score -111000.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -111520.117188 Penalty: 3405.999023
	Iteration 4F: 3 clusters Score -111520.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111851.570312 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -111851.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -111950.906250 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -111950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -111993.398438 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -111993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112032.679688 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -112032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112048.609375 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -112048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112058.890625 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -112058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112086.296875 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -112086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112176.632812 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -112176.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112517.789062 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -112517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112827.617188 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -112827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113376.500000 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -113376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113391.835938 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -113391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113404.195312 Penalty: 3405.999023
	Iteration 17Q: 3 clusters Score -113404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113427.640625 Penalty: 3405.999023
	Iteration 18F: 3 clusters Score -113427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113672.953125 Penalty: 3405.999023
	Iteration 19Q: 3 clusters Score -113673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113678.359375 Penalty: 3405.999023
	Iteration 20F: 3 clusters Score -113678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 34423 members 
Mstep: Class 3 contains 157644 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 54816 members 
Mstep: Class 9 contains 39847 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203207 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 369 members 
Entering Unmasked Estep 
Score: -128921280.000000 Penalty: 85040.218750
Splitting cluster 15 changes total score from -128920248.000000 to -128921280.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (41362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Entering Unmasked Estep 
Score: -5918355.500000 Penalty: 2636.269043
	Iteration 0F: 2 clusters Score -5918356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5890526.500000 Penalty: 5272.538086
	Iteration 0F: 3 clusters Score -5890526 nChanged 18945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5900782.000000 Penalty: 5272.538086
	Iteration 1F: 3 clusters Score -5900782 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5901257.500000 Penalty: 5272.538086
	Iteration 2Q: 3 clusters Score -5901258 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5901863.500000 Penalty: 5272.538086
	Iteration 3Q: 3 clusters Score -5901864 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5902705.000000 Penalty: 5272.538086
	Iteration 4Q: 3 clusters Score -5902705 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5903832.500000 Penalty: 5272.538086
	Iteration 5Q: 3 clusters Score -5903832 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5905243.000000 Penalty: 5272.538086
	Iteration 6Q: 3 clusters Score -5905243 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5906696.000000 Penalty: 5272.538086
	Iteration 7Q: 3 clusters Score -5906696 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5908137.500000 Penalty: 5272.538086
	Iteration 8Q: 3 clusters Score -5908138 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -5909642.500000 Penalty: 5272.538086
	Iteration 9Q: 3 clusters Score -5909642 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5911100.500000 Penalty: 5272.538086
	Iteration 10Q: 3 clusters Score -5911100 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5912296.500000 Penalty: 5272.538086
	Iteration 11Q: 3 clusters Score -5912296 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5913211.000000 Penalty: 5272.538086
	Iteration 12Q: 3 clusters Score -5913211 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5913935.000000 Penalty: 5272.538086
	Iteration 13Q: 3 clusters Score -5913935 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5914475.500000 Penalty: 5272.538086
	Iteration 14Q: 3 clusters Score -5914476 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5914863.500000 Penalty: 5272.538086
	Iteration 15Q: 3 clusters Score -5914864 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5915187.500000 Penalty: 5272.538086
	Iteration 16Q: 3 clusters Score -5915188 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5915384.500000 Penalty: 5272.538086
	Iteration 17Q: 3 clusters Score -5915384 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5915563.500000 Penalty: 5272.538086
	Iteration 18Q: 3 clusters Score -5915564 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5915697.000000 Penalty: 5272.538086
	Iteration 19Q: 3 clusters Score -5915697 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5915839.000000 Penalty: 5272.538086
	Iteration 20F: 3 clusters Score -5915839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5915929.000000 Penalty: 5272.538086
	Iteration 21Q: 3 clusters Score -5915929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5916000.000000 Penalty: 5272.538086
	Iteration 22Q: 3 clusters Score -5916000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5916038.500000 Penalty: 5272.538086
	Iteration 23Q: 3 clusters Score -5916038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5916065.500000 Penalty: 5272.538086
	Iteration 24Q: 3 clusters Score -5916066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5916085.500000 Penalty: 5272.538086
	Iteration 25Q: 3 clusters Score -5916086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5916097.500000 Penalty: 5272.538086
	Iteration 26Q: 3 clusters Score -5916098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5916099.500000 Penalty: 5272.538086
	Iteration 27Q: 3 clusters Score -5916100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5916130.000000 Penalty: 5272.538086
	Iteration 28Q: 3 clusters Score -5916130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5916140.500000 Penalty: 5272.538086
	Iteration 29Q: 3 clusters Score -5916140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5916149.500000 Penalty: 5272.538086
	Iteration 30Q: 3 clusters Score -5916150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -5916155.500000 Penalty: 5272.538086
	Iteration 31Q: 3 clusters Score -5916156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5916176.500000 Penalty: 5272.538086
	Iteration 32Q: 3 clusters Score -5916176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -5916183.000000 Penalty: 5272.538086
	Iteration 33Q: 3 clusters Score -5916183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5916189.000000 Penalty: 5272.538086
	Iteration 34Q: 3 clusters Score -5916189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5916194.000000 Penalty: 5272.538086
	Iteration 35Q: 3 clusters Score -5916194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5916188.000000 Penalty: 5272.538086
	Iteration 36Q: 3 clusters Score -5916188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -5916191.000000 Penalty: 5272.538086
	Iteration 37Q: 3 clusters Score -5916191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5916205.000000 Penalty: 5272.538086
	Iteration 38Q: 3 clusters Score -5916205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -5916196.000000 Penalty: 5272.538086
	Iteration 39Q: 3 clusters Score -5916196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5916201.000000 Penalty: 5272.538086
	Iteration 40F: 3 clusters Score -5916201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5916206.000000 Penalty: 5272.538086
	Iteration 41Q: 3 clusters Score -5916206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5916213.000000 Penalty: 5272.538086
	Iteration 42Q: 3 clusters Score -5916213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5916216.000000 Penalty: 5272.538086
	Iteration 43Q: 3 clusters Score -5916216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5916216.500000 Penalty: 5272.538086
	Iteration 44Q: 3 clusters Score -5916216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5916217.000000 Penalty: 5272.538086
	Iteration 45Q: 3 clusters Score -5916217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5916217.000000 Penalty: 5272.538086
	Iteration 46F: 3 clusters Score -5916217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Entering Unmasked Estep 
Score: -18651548.000000 Penalty: 2914.669189
	Iteration 0F: 2 clusters Score -1.865155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -18570728.000000 Penalty: 5829.338379
	Iteration 0F: 3 clusters Score -1.857073e+07 nChanged 60803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -18606178.000000 Penalty: 5829.338379
	Iteration 1F: 3 clusters Score -1.860618e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -18607310.000000 Penalty: 5829.338379
	Iteration 2Q: 3 clusters Score -1.860731e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -18608868.000000 Penalty: 5829.338379
	Iteration 3Q: 3 clusters Score -1.860887e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -18611068.000000 Penalty: 5829.338379
	Iteration 4Q: 3 clusters Score -1.861107e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -18613756.000000 Penalty: 5829.338379
	Iteration 5Q: 3 clusters Score -1.861376e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -18617312.000000 Penalty: 5829.338379
	Iteration 6F: 3 clusters Score -1.861731e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -18621514.000000 Penalty: 5829.338379
	Iteration 7F: 3 clusters Score -1.862151e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -18626496.000000 Penalty: 5829.338379
	Iteration 8F: 3 clusters Score -1.86265e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -18631120.000000 Penalty: 5829.338379
	Iteration 9F: 3 clusters Score -1.863112e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -18635494.000000 Penalty: 5829.338379
	Iteration 10F: 3 clusters Score -1.863549e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -18639570.000000 Penalty: 5829.338379
	Iteration 11Q: 3 clusters Score -1.863957e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -18642658.000000 Penalty: 5829.338379
	Iteration 12Q: 3 clusters Score -1.864266e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -18645128.000000 Penalty: 5829.338379
	Iteration 13Q: 3 clusters Score -1.864513e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -18646880.000000 Penalty: 5829.338379
	Iteration 14Q: 3 clusters Score -1.864688e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -18648182.000000 Penalty: 5829.338379
	Iteration 15Q: 3 clusters Score -1.864818e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -18649020.000000 Penalty: 5829.338379
	Iteration 16Q: 3 clusters Score -1.864902e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -18649508.000000 Penalty: 5829.338379
	Iteration 17Q: 3 clusters Score -1.864951e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -18649822.000000 Penalty: 5829.338379
	Iteration 18Q: 3 clusters Score -1.864982e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -18650068.000000 Penalty: 5829.338379
	Iteration 19Q: 3 clusters Score -1.865007e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -18650178.000000 Penalty: 5829.338379
	Iteration 20F: 3 clusters Score -1.865018e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -18650254.000000 Penalty: 5829.338379
	Iteration 21Q: 3 clusters Score -1.865025e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -18650316.000000 Penalty: 5829.338379
	Iteration 22Q: 3 clusters Score -1.865032e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -18650354.000000 Penalty: 5829.338379
	Iteration 23Q: 3 clusters Score -1.865035e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -18650358.000000 Penalty: 5829.338379
	Iteration 24Q: 3 clusters Score -1.865036e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -18650450.000000 Penalty: 5829.338379
	Iteration 25Q: 3 clusters Score -1.865045e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -18650446.000000 Penalty: 5829.338379
	Iteration 26Q: 3 clusters Score -1.865045e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -18650514.000000 Penalty: 5829.338379
	Iteration 27Q: 3 clusters Score -1.865051e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -18650524.000000 Penalty: 5829.338379
	Iteration 28Q: 3 clusters Score -1.865052e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 116988 members 
Entering Unmasked Estep 
Score: -18650576.000000 Penalty: 5829.338379
	Iteration 29Q: 3 clusters Score -1.865058e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -18650600.000000 Penalty: 5829.338379
	Iteration 30Q: 3 clusters Score -1.86506e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -18650640.000000 Penalty: 5829.338379
	Iteration 31Q: 3 clusters Score -1.865064e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -18650732.000000 Penalty: 5829.338379
	Iteration 32Q: 3 clusters Score -1.865073e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -18650742.000000 Penalty: 5829.338379
	Iteration 33Q: 3 clusters Score -1.865074e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 116690 members 
Entering Unmasked Estep 
Score: -18650828.000000 Penalty: 5829.338379
	Iteration 34Q: 3 clusters Score -1.865083e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -18650846.000000 Penalty: 5829.338379
	Iteration 35Q: 3 clusters Score -1.865085e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -18650910.000000 Penalty: 5829.338379
	Iteration 36Q: 3 clusters Score -1.865091e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -18650956.000000 Penalty: 5829.338379
	Iteration 37Q: 3 clusters Score -1.865096e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 116371 members 
Entering Unmasked Estep 
Score: -18650980.000000 Penalty: 5829.338379
	Iteration 38Q: 3 clusters Score -1.865098e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -18651032.000000 Penalty: 5829.338379
	Iteration 39Q: 3 clusters Score -1.865103e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -18651126.000000 Penalty: 5829.338379
	Iteration 40F: 3 clusters Score -1.865113e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 116144 members 
Entering Unmasked Estep 
Score: -18651198.000000 Penalty: 5829.338379
	Iteration 41Q: 3 clusters Score -1.86512e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -18651234.000000 Penalty: 5829.338379
	Iteration 42Q: 3 clusters Score -1.865123e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -18651276.000000 Penalty: 5829.338379
	Iteration 43Q: 3 clusters Score -1.865128e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -18651310.000000 Penalty: 5829.338379
	Iteration 44Q: 3 clusters Score -1.865131e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -18651352.000000 Penalty: 5829.338379
	Iteration 45Q: 3 clusters Score -1.865135e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -18651372.000000 Penalty: 5829.338379
	Iteration 46Q: 3 clusters Score -1.865137e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -18651422.000000 Penalty: 5829.338379
	Iteration 47Q: 3 clusters Score -1.865142e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -18651452.000000 Penalty: 5829.338379
	Iteration 48Q: 3 clusters Score -1.865145e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -18651490.000000 Penalty: 5829.338379
	Iteration 49Q: 3 clusters Score -1.865149e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -18651516.000000 Penalty: 5829.338379
	Iteration 50Q: 3 clusters Score -1.865152e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -18651528.000000 Penalty: 5829.338379
	Iteration 51Q: 3 clusters Score -1.865153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -18651524.000000 Penalty: 5829.338379
	Iteration 52Q: 3 clusters Score -1.865152e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -18651554.000000 Penalty: 5829.338379
	Iteration 53Q: 3 clusters Score -1.865155e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -18651576.000000 Penalty: 5829.338379
	Iteration 54Q: 3 clusters Score -1.865158e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -18651584.000000 Penalty: 5829.338379
	Iteration 55Q: 3 clusters Score -1.865158e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -18651588.000000 Penalty: 5829.338379
	Iteration 56Q: 3 clusters Score -1.865159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -18651586.000000 Penalty: 5829.338379
	Iteration 57Q: 3 clusters Score -1.865159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -18651598.000000 Penalty: 5829.338379
	Iteration 58Q: 3 clusters Score -1.86516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -18651568.000000 Penalty: 5829.338379
	Iteration 59Q: 3 clusters Score -1.865157e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -18651592.000000 Penalty: 5829.338379
	Iteration 60F: 3 clusters Score -1.865159e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -18651640.000000 Penalty: 5829.338379
	Iteration 61Q: 3 clusters Score -1.865164e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -18651636.000000 Penalty: 5829.338379
	Iteration 62Q: 3 clusters Score -1.865164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -18651656.000000 Penalty: 5829.338379
	Iteration 63Q: 3 clusters Score -1.865166e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -18651662.000000 Penalty: 5829.338379
	Iteration 64Q: 3 clusters Score -1.865166e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -18651656.000000 Penalty: 5829.338379
	Iteration 65Q: 3 clusters Score -1.865166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -18651622.000000 Penalty: 5829.338379
	Iteration 66Q: 3 clusters Score -1.865162e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -18651644.000000 Penalty: 5829.338379
	Iteration 67Q: 3 clusters Score -1.865164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 113953 members 
Entering Unmasked Estep 
Score: -18651664.000000 Penalty: 5829.338379
	Iteration 68Q: 3 clusters Score -1.865166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -18651698.000000 Penalty: 5829.338379
	Iteration 69Q: 3 clusters Score -1.86517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -18651728.000000 Penalty: 5829.338379
	Iteration 70Q: 3 clusters Score -1.865173e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -18651702.000000 Penalty: 5829.338379
	Iteration 71Q: 3 clusters Score -1.86517e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -18651722.000000 Penalty: 5829.338379
	Iteration 72Q: 3 clusters Score -1.865172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 113449 members 
Entering Unmasked Estep 
Score: -18651746.000000 Penalty: 5829.338379
	Iteration 73Q: 3 clusters Score -1.865175e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -18651758.000000 Penalty: 5829.338379
	Iteration 74Q: 3 clusters Score -1.865176e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 113235 members 
Entering Unmasked Estep 
Score: -18651784.000000 Penalty: 5829.338379
	Iteration 75Q: 3 clusters Score -1.865178e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -18651820.000000 Penalty: 5829.338379
	Iteration 76Q: 3 clusters Score -1.865182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -18651816.000000 Penalty: 5829.338379
	Iteration 77Q: 3 clusters Score -1.865182e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -18651810.000000 Penalty: 5829.338379
	Iteration 78Q: 3 clusters Score -1.865181e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -18651828.000000 Penalty: 5829.338379
	Iteration 79Q: 3 clusters Score -1.865183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -18651832.000000 Penalty: 5829.338379
	Iteration 80F: 3 clusters Score -1.865183e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -18651848.000000 Penalty: 5829.338379
	Iteration 81Q: 3 clusters Score -1.865185e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -18651864.000000 Penalty: 5829.338379
	Iteration 82Q: 3 clusters Score -1.865186e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -18651914.000000 Penalty: 5829.338379
	Iteration 83Q: 3 clusters Score -1.865191e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -18651928.000000 Penalty: 5829.338379
	Iteration 84Q: 3 clusters Score -1.865193e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 112371 members 
Entering Unmasked Estep 
Score: -18651930.000000 Penalty: 5829.338379
	Iteration 85Q: 3 clusters Score -1.865193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -18651946.000000 Penalty: 5829.338379
	Iteration 86Q: 3 clusters Score -1.865195e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 112196 members 
Entering Unmasked Estep 
Score: -18651962.000000 Penalty: 5829.338379
	Iteration 87Q: 3 clusters Score -1.865196e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -18651964.000000 Penalty: 5829.338379
	Iteration 88Q: 3 clusters Score -1.865196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -18651950.000000 Penalty: 5829.338379
	Iteration 89Q: 3 clusters Score -1.865195e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 111928 members 
Entering Unmasked Estep 
Score: -18651948.000000 Penalty: 5829.338379
	Iteration 90Q: 3 clusters Score -1.865195e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 111823 members 
Entering Unmasked Estep 
Score: -18651952.000000 Penalty: 5829.338379
	Iteration 91Q: 3 clusters Score -1.865195e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -18651990.000000 Penalty: 5829.338379
	Iteration 92Q: 3 clusters Score -1.865199e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -18652002.000000 Penalty: 5829.338379
	Iteration 93Q: 3 clusters Score -1.8652e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -18652068.000000 Penalty: 5829.338379
	Iteration 94Q: 3 clusters Score -1.865207e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -18652016.000000 Penalty: 5829.338379
	Iteration 95Q: 3 clusters Score -1.865202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -18652056.000000 Penalty: 5829.338379
	Iteration 96Q: 3 clusters Score -1.865206e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 111334 members 
Entering Unmasked Estep 
Score: -18652068.000000 Penalty: 5829.338379
	Iteration 97Q: 3 clusters Score -1.865207e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -18652098.000000 Penalty: 5829.338379
	Iteration 98Q: 3 clusters Score -1.86521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -18652082.000000 Penalty: 5829.338379
	Iteration 99Q: 3 clusters Score -1.865208e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -18652122.000000 Penalty: 5829.338379
	Iteration 100F: 3 clusters Score -1.865212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -18652156.000000 Penalty: 5829.338379
	Iteration 101Q: 3 clusters Score -1.865216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 111015 members 
Entering Unmasked Estep 
Score: -18652172.000000 Penalty: 5829.338379
	Iteration 102Q: 3 clusters Score -1.865217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -18652200.000000 Penalty: 5829.338379
	Iteration 103Q: 3 clusters Score -1.86522e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -18652228.000000 Penalty: 5829.338379
	Iteration 104Q: 3 clusters Score -1.865223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -18652248.000000 Penalty: 5829.338379
	Iteration 105Q: 3 clusters Score -1.865225e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -18652256.000000 Penalty: 5829.338379
	Iteration 106Q: 3 clusters Score -1.865226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -18652290.000000 Penalty: 5829.338379
	Iteration 107Q: 3 clusters Score -1.865229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -18652278.000000 Penalty: 5829.338379
	Iteration 108Q: 3 clusters Score -1.865228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -18652296.000000 Penalty: 5829.338379
	Iteration 109Q: 3 clusters Score -1.86523e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -18652282.000000 Penalty: 5829.338379
	Iteration 110Q: 3 clusters Score -1.865228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -18652288.000000 Penalty: 5829.338379
	Iteration 111Q: 3 clusters Score -1.865229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -18652296.000000 Penalty: 5829.338379
	Iteration 112Q: 3 clusters Score -1.86523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -18652284.000000 Penalty: 5829.338379
	Iteration 113Q: 3 clusters Score -1.865228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -18652290.000000 Penalty: 5829.338379
	Iteration 114Q: 3 clusters Score -1.865229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -18652270.000000 Penalty: 5829.338379
	Iteration 115Q: 3 clusters Score -1.865227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -18652282.000000 Penalty: 5829.338379
	Iteration 116Q: 3 clusters Score -1.865228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -18652278.000000 Penalty: 5829.338379
	Iteration 117Q: 3 clusters Score -1.865228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -18652262.000000 Penalty: 5829.338379
	Iteration 118Q: 3 clusters Score -1.865226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -18652268.000000 Penalty: 5829.338379
	Iteration 119Q: 3 clusters Score -1.865227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -18652270.000000 Penalty: 5829.338379
	Iteration 120F: 3 clusters Score -1.865227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -18652278.000000 Penalty: 5829.338379
	Iteration 121Q: 3 clusters Score -1.865228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -18652290.000000 Penalty: 5829.338379
	Iteration 122Q: 3 clusters Score -1.865229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -18652292.000000 Penalty: 5829.338379
	Iteration 123Q: 3 clusters Score -1.865229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -18652320.000000 Penalty: 5829.338379
	Iteration 124Q: 3 clusters Score -1.865232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -18652318.000000 Penalty: 5829.338379
	Iteration 125Q: 3 clusters Score -1.865232e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -18652318.000000 Penalty: 5829.338379
	Iteration 126Q: 3 clusters Score -1.865232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -18652328.000000 Penalty: 5829.338379
	Iteration 127Q: 3 clusters Score -1.865233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -18652336.000000 Penalty: 5829.338379
	Iteration 128Q: 3 clusters Score -1.865234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -18652346.000000 Penalty: 5829.338379
	Iteration 129Q: 3 clusters Score -1.865235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -18652350.000000 Penalty: 5829.338379
	Iteration 130Q: 3 clusters Score -1.865235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -18652342.000000 Penalty: 5829.338379
	Iteration 131Q: 3 clusters Score -1.865234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -18652348.000000 Penalty: 5829.338379
	Iteration 132Q: 3 clusters Score -1.865235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -18652344.000000 Penalty: 5829.338379
	Iteration 133Q: 3 clusters Score -1.865234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -18652342.000000 Penalty: 5829.338379
	Iteration 134Q: 3 clusters Score -1.865234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -18652320.000000 Penalty: 5829.338379
	Iteration 135Q: 3 clusters Score -1.865232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -18652316.000000 Penalty: 5829.338379
	Iteration 136Q: 3 clusters Score -1.865232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -18652320.000000 Penalty: 5829.338379
	Iteration 137Q: 3 clusters Score -1.865232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -18652322.000000 Penalty: 5829.338379
	Iteration 138Q: 3 clusters Score -1.865232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -18652340.000000 Penalty: 5829.338379
	Iteration 139Q: 3 clusters Score -1.865234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -18652334.000000 Penalty: 5829.338379
	Iteration 140F: 3 clusters Score -1.865233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -18652336.000000 Penalty: 5829.338379
	Iteration 141Q: 3 clusters Score -1.865234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 109585 members 
Entering Unmasked Estep 
Score: -18652344.000000 Penalty: 5829.338379
	Iteration 142Q: 3 clusters Score -1.865234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -18652340.000000 Penalty: 5829.338379
	Iteration 143Q: 3 clusters Score -1.865234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -18652334.000000 Penalty: 5829.338379
	Iteration 144Q: 3 clusters Score -1.865233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -18652336.000000 Penalty: 5829.338379
	Iteration 145Q: 3 clusters Score -1.865234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -18652332.000000 Penalty: 5829.338379
	Iteration 146Q: 3 clusters Score -1.865233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -18652330.000000 Penalty: 5829.338379
	Iteration 147Q: 3 clusters Score -1.865233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -18652332.000000 Penalty: 5829.338379
	Iteration 148Q: 3 clusters Score -1.865233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -18652332.000000 Penalty: 5829.338379
	Iteration 149Q: 3 clusters Score -1.865233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 109508 members 
Entering Unmasked Estep 
Score: -18652332.000000 Penalty: 5829.338379
	Iteration 150Q: 3 clusters Score -1.865233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 109496 members 
Entering Unmasked Estep 
Score: -18652364.000000 Penalty: 5829.338379
	Iteration 151Q: 3 clusters Score -1.865236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -18652362.000000 Penalty: 5829.338379
	Iteration 152Q: 3 clusters Score -1.865236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -18652354.000000 Penalty: 5829.338379
	Iteration 153Q: 3 clusters Score -1.865235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -18652352.000000 Penalty: 5829.338379
	Iteration 154Q: 3 clusters Score -1.865235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -18652328.000000 Penalty: 5829.338379
	Iteration 155Q: 3 clusters Score -1.865233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -18652322.000000 Penalty: 5829.338379
	Iteration 156Q: 3 clusters Score -1.865232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -18652342.000000 Penalty: 5829.338379
	Iteration 157Q: 3 clusters Score -1.865234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -18652342.000000 Penalty: 5829.338379
	Iteration 158Q: 3 clusters Score -1.865234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -18652342.000000 Penalty: 5829.338379
	Iteration 159Q: 3 clusters Score -1.865234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -18652340.000000 Penalty: 5829.338379
	Iteration 160F: 3 clusters Score -1.865234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
Score: -18652352.000000 Penalty: 5829.338379
	Iteration 161Q: 3 clusters Score -1.865235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -18652360.000000 Penalty: 5829.338379
	Iteration 162Q: 3 clusters Score -1.865236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 109393 members 
Entering Unmasked Estep 
Score: -18652352.000000 Penalty: 5829.338379
	Iteration 163Q: 3 clusters Score -1.865235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -18652352.000000 Penalty: 5829.338379
	Iteration 164Q: 3 clusters Score -1.865235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -18652364.000000 Penalty: 5829.338379
	Iteration 165Q: 3 clusters Score -1.865236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -18652354.000000 Penalty: 5829.338379
	Iteration 166Q: 3 clusters Score -1.865235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -18652366.000000 Penalty: 5829.338379
	Iteration 167Q: 3 clusters Score -1.865237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -18652368.000000 Penalty: 5829.338379
	Iteration 168Q: 3 clusters Score -1.865237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -18652382.000000 Penalty: 5829.338379
	Iteration 169Q: 3 clusters Score -1.865238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -18652400.000000 Penalty: 5829.338379
	Iteration 170Q: 3 clusters Score -1.86524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -18652392.000000 Penalty: 5829.338379
	Iteration 171Q: 3 clusters Score -1.865239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -18652386.000000 Penalty: 5829.338379
	Iteration 172Q: 3 clusters Score -1.865239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -18652382.000000 Penalty: 5829.338379
	Iteration 173Q: 3 clusters Score -1.865238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -18652396.000000 Penalty: 5829.338379
	Iteration 174Q: 3 clusters Score -1.86524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -18652382.000000 Penalty: 5829.338379
	Iteration 175Q: 3 clusters Score -1.865238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -18652382.000000 Penalty: 5829.338379
	Iteration 176Q: 3 clusters Score -1.865238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -18652382.000000 Penalty: 5829.338379
	Iteration 177F: 3 clusters Score -1.865238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 34423 members 
Mstep: Class 3 contains 157644 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 54816 members 
Mstep: Class 9 contains 39847 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 17751 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203207 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 109345 members 
Entering Unmasked Estep 
Score: -128922600.000000 Penalty: 88441.828125
Splitting cluster 17 changes total score from -128920248.000000 to -128922600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (11163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Entering Unmasked Estep 
Score: -1598569.625000 Penalty: 2311.449219
	Iteration 0F: 2 clusters Score -1598570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1590101.125000 Penalty: 4622.898438
	Iteration 0F: 3 clusters Score -1590101 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1592586.750000 Penalty: 4622.898438
	Iteration 1F: 3 clusters Score -1592587 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1592909.625000 Penalty: 4622.898438
	Iteration 2F: 3 clusters Score -1592910 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1593130.625000 Penalty: 4622.898438
	Iteration 3Q: 3 clusters Score -1593131 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1593307.875000 Penalty: 4622.898438
	Iteration 4Q: 3 clusters Score -1593308 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1593501.250000 Penalty: 4622.898438
	Iteration 5Q: 3 clusters Score -1593501 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1593717.500000 Penalty: 4622.898438
	Iteration 6Q: 3 clusters Score -1593718 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1593964.500000 Penalty: 4622.898438
	Iteration 7Q: 3 clusters Score -1593964 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1594198.500000 Penalty: 4622.898438
	Iteration 8Q: 3 clusters Score -1594198 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1594446.625000 Penalty: 4622.898438
	Iteration 9Q: 3 clusters Score -1594447 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1594723.000000 Penalty: 4622.898438
	Iteration 10Q: 3 clusters Score -1594723 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1595007.875000 Penalty: 4622.898438
	Iteration 11Q: 3 clusters Score -1595008 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1595320.750000 Penalty: 4622.898438
	Iteration 12Q: 3 clusters Score -1595321 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1595628.250000 Penalty: 4622.898438
	Iteration 13Q: 3 clusters Score -1595628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1595934.125000 Penalty: 4622.898438
	Iteration 14Q: 3 clusters Score -1595934 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1596185.875000 Penalty: 4622.898438
	Iteration 15Q: 3 clusters Score -1596186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1596338.500000 Penalty: 4622.898438
	Iteration 16Q: 3 clusters Score -1596338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1596445.750000 Penalty: 4622.898438
	Iteration 17Q: 3 clusters Score -1596446 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1596516.000000 Penalty: 4622.898438
	Iteration 18Q: 3 clusters Score -1596516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1596567.750000 Penalty: 4622.898438
	Iteration 19Q: 3 clusters Score -1596568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1596601.125000 Penalty: 4622.898438
	Iteration 20F: 3 clusters Score -1596601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1596622.000000 Penalty: 4622.898438
	Iteration 21Q: 3 clusters Score -1596622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1596643.250000 Penalty: 4622.898438
	Iteration 22Q: 3 clusters Score -1596643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1596666.875000 Penalty: 4622.898438
	Iteration 23Q: 3 clusters Score -1596667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1596688.750000 Penalty: 4622.898438
	Iteration 24Q: 3 clusters Score -1596689 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1596705.750000 Penalty: 4622.898438
	Iteration 25Q: 3 clusters Score -1596706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1596728.250000 Penalty: 4622.898438
	Iteration 26Q: 3 clusters Score -1596728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1596738.500000 Penalty: 4622.898438
	Iteration 27Q: 3 clusters Score -1596738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1596751.375000 Penalty: 4622.898438
	Iteration 28Q: 3 clusters Score -1596751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1596762.375000 Penalty: 4622.898438
	Iteration 29Q: 3 clusters Score -1596762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1596782.000000 Penalty: 4622.898438
	Iteration 30Q: 3 clusters Score -1596782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1596805.625000 Penalty: 4622.898438
	Iteration 31Q: 3 clusters Score -1596806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1596820.500000 Penalty: 4622.898438
	Iteration 32Q: 3 clusters Score -1596820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1596841.875000 Penalty: 4622.898438
	Iteration 33Q: 3 clusters Score -1596842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1596862.125000 Penalty: 4622.898438
	Iteration 34Q: 3 clusters Score -1596862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1596880.750000 Penalty: 4622.898438
	Iteration 35Q: 3 clusters Score -1596881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1596898.875000 Penalty: 4622.898438
	Iteration 36Q: 3 clusters Score -1596899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1596916.500000 Penalty: 4622.898438
	Iteration 37Q: 3 clusters Score -1596916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1596929.500000 Penalty: 4622.898438
	Iteration 38Q: 3 clusters Score -1596930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1596938.375000 Penalty: 4622.898438
	Iteration 39Q: 3 clusters Score -1596938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1596948.000000 Penalty: 4622.898438
	Iteration 40F: 3 clusters Score -1596948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1596955.250000 Penalty: 4622.898438
	Iteration 41Q: 3 clusters Score -1596955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1596958.500000 Penalty: 4622.898438
	Iteration 42Q: 3 clusters Score -1596958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1596962.125000 Penalty: 4622.898438
	Iteration 43Q: 3 clusters Score -1596962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1596967.125000 Penalty: 4622.898438
	Iteration 44Q: 3 clusters Score -1596967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1596974.875000 Penalty: 4622.898438
	Iteration 45Q: 3 clusters Score -1596975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1596979.000000 Penalty: 4622.898438
	Iteration 46Q: 3 clusters Score -1596979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1596982.500000 Penalty: 4622.898438
	Iteration 47Q: 3 clusters Score -1596982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1596984.625000 Penalty: 4622.898438
	Iteration 48Q: 3 clusters Score -1596985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1596983.875000 Penalty: 4622.898438
	Iteration 49Q: 3 clusters Score -1596984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1596986.000000 Penalty: 4622.898438
	Iteration 50Q: 3 clusters Score -1596986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1596991.375000 Penalty: 4622.898438
	Iteration 51Q: 3 clusters Score -1596991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1597003.125000 Penalty: 4622.898438
	Iteration 52Q: 3 clusters Score -1597003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1596999.125000 Penalty: 4622.898438
	Iteration 53Q: 3 clusters Score -1596999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1596999.250000 Penalty: 4622.898438
	Iteration 54Q: 3 clusters Score -1596999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1596997.375000 Penalty: 4622.898438
	Iteration 55Q: 3 clusters Score -1596997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1596999.625000 Penalty: 4622.898438
	Iteration 56Q: 3 clusters Score -1597000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1596999.875000 Penalty: 4622.898438
	Iteration 57Q: 3 clusters Score -1597000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1596999.000000 Penalty: 4622.898438
	Iteration 58Q: 3 clusters Score -1596999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1596999.250000 Penalty: 4622.898438
	Iteration 59Q: 3 clusters Score -1596999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1596997.500000 Penalty: 4622.898438
	Iteration 60F: 3 clusters Score -1596998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1596995.000000 Penalty: 4622.898438
	Iteration 61Q: 3 clusters Score -1596995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1596996.000000 Penalty: 4622.898438
	Iteration 62Q: 3 clusters Score -1596996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1596997.625000 Penalty: 4622.898438
	Iteration 63Q: 3 clusters Score -1596998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1596997.625000 Penalty: 4622.898438
	Iteration 64F: 3 clusters Score -1596998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -838953.312500 Penalty: 2149.328369
	Iteration 0F: 2 clusters Score -838953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -833908.187500 Penalty: 4298.656738
	Iteration 0F: 3 clusters Score -833908.2 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -835111.750000 Penalty: 4298.656738
	Iteration 1F: 3 clusters Score -835111.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -835295.625000 Penalty: 4298.656738
	Iteration 2F: 3 clusters Score -835295.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -835405.812500 Penalty: 4298.656738
	Iteration 3Q: 3 clusters Score -835405.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -835479.375000 Penalty: 4298.656738
	Iteration 4Q: 3 clusters Score -835479.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -835541.000000 Penalty: 4298.656738
	Iteration 5Q: 3 clusters Score -835541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -835600.375000 Penalty: 4298.656738
	Iteration 6Q: 3 clusters Score -835600.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -835645.562500 Penalty: 4298.656738
	Iteration 7Q: 3 clusters Score -835645.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -835682.562500 Penalty: 4298.656738
	Iteration 8Q: 3 clusters Score -835682.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -835718.875000 Penalty: 4298.656738
	Iteration 9Q: 3 clusters Score -835718.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -835753.250000 Penalty: 4298.656738
	Iteration 10Q: 3 clusters Score -835753.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -835791.687500 Penalty: 4298.656738
	Iteration 11Q: 3 clusters Score -835791.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -835818.937500 Penalty: 4298.656738
	Iteration 12Q: 3 clusters Score -835818.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -835845.437500 Penalty: 4298.656738
	Iteration 13Q: 3 clusters Score -835845.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -835866.000000 Penalty: 4298.656738
	Iteration 14Q: 3 clusters Score -835866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -835888.437500 Penalty: 4298.656738
	Iteration 15Q: 3 clusters Score -835888.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -835906.562500 Penalty: 4298.656738
	Iteration 16Q: 3 clusters Score -835906.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -835925.000000 Penalty: 4298.656738
	Iteration 17Q: 3 clusters Score -835925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -835943.562500 Penalty: 4298.656738
	Iteration 18Q: 3 clusters Score -835943.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -835959.562500 Penalty: 4298.656738
	Iteration 19Q: 3 clusters Score -835959.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -835978.312500 Penalty: 4298.656738
	Iteration 20F: 3 clusters Score -835978.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -836000.812500 Penalty: 4298.656738
	Iteration 21Q: 3 clusters Score -836000.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -836025.312500 Penalty: 4298.656738
	Iteration 22Q: 3 clusters Score -836025.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -836064.750000 Penalty: 4298.656738
	Iteration 23Q: 3 clusters Score -836064.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -836109.000000 Penalty: 4298.656738
	Iteration 24Q: 3 clusters Score -836109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -836152.625000 Penalty: 4298.656738
	Iteration 25Q: 3 clusters Score -836152.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -836199.250000 Penalty: 4298.656738
	Iteration 26Q: 3 clusters Score -836199.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -836256.812500 Penalty: 4298.656738
	Iteration 27Q: 3 clusters Score -836256.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -836314.750000 Penalty: 4298.656738
	Iteration 28Q: 3 clusters Score -836314.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -836383.125000 Penalty: 4298.656738
	Iteration 29Q: 3 clusters Score -836383.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -836462.687500 Penalty: 4298.656738
	Iteration 30Q: 3 clusters Score -836462.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -836538.250000 Penalty: 4298.656738
	Iteration 31Q: 3 clusters Score -836538.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -836602.312500 Penalty: 4298.656738
	Iteration 32Q: 3 clusters Score -836602.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -836663.250000 Penalty: 4298.656738
	Iteration 33Q: 3 clusters Score -836663.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -836706.500000 Penalty: 4298.656738
	Iteration 34Q: 3 clusters Score -836706.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -836745.312500 Penalty: 4298.656738
	Iteration 35Q: 3 clusters Score -836745.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -836790.562500 Penalty: 4298.656738
	Iteration 36Q: 3 clusters Score -836790.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -836830.625000 Penalty: 4298.656738
	Iteration 37Q: 3 clusters Score -836830.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -836866.187500 Penalty: 4298.656738
	Iteration 38Q: 3 clusters Score -836866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -836901.250000 Penalty: 4298.656738
	Iteration 39Q: 3 clusters Score -836901.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -836928.562500 Penalty: 4298.656738
	Iteration 40F: 3 clusters Score -836928.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -836949.500000 Penalty: 4298.656738
	Iteration 41Q: 3 clusters Score -836949.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -836962.687500 Penalty: 4298.656738
	Iteration 42Q: 3 clusters Score -836962.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -836971.750000 Penalty: 4298.656738
	Iteration 43Q: 3 clusters Score -836971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -836976.937500 Penalty: 4298.656738
	Iteration 44Q: 3 clusters Score -836976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -836981.375000 Penalty: 4298.656738
	Iteration 45Q: 3 clusters Score -836981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -836986.562500 Penalty: 4298.656738
	Iteration 46Q: 3 clusters Score -836986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -836993.250000 Penalty: 4298.656738
	Iteration 47Q: 3 clusters Score -836993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -837005.000000 Penalty: 4298.656738
	Iteration 48Q: 3 clusters Score -837005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -837013.312500 Penalty: 4298.656738
	Iteration 49Q: 3 clusters Score -837013.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -837021.062500 Penalty: 4298.656738
	Iteration 50Q: 3 clusters Score -837021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -837027.750000 Penalty: 4298.656738
	Iteration 51Q: 3 clusters Score -837027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -837031.062500 Penalty: 4298.656738
	Iteration 52Q: 3 clusters Score -837031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -837035.187500 Penalty: 4298.656738
	Iteration 53Q: 3 clusters Score -837035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -837039.437500 Penalty: 4298.656738
	Iteration 54Q: 3 clusters Score -837039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -837041.187500 Penalty: 4298.656738
	Iteration 55Q: 3 clusters Score -837041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -837040.812500 Penalty: 4298.656738
	Iteration 56Q: 3 clusters Score -837040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -837044.875000 Penalty: 4298.656738
	Iteration 57Q: 3 clusters Score -837044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -837045.812500 Penalty: 4298.656738
	Iteration 58Q: 3 clusters Score -837045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -837045.812500 Penalty: 4298.656738
	Iteration 59F: 3 clusters Score -837045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203207 members 
Entering Unmasked Estep 
Score: -29735744.000000 Penalty: 3031.051025
	Iteration 0F: 2 clusters Score -2.973574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -29609870.000000 Penalty: 6062.102051
	Iteration 0F: 3 clusters Score -2.960987e+07 nChanged 97542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -29666684.000000 Penalty: 6062.102051
	Iteration 1F: 3 clusters Score -2.966668e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -29668274.000000 Penalty: 6062.102051
	Iteration 2Q: 3 clusters Score -2.966827e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -29670594.000000 Penalty: 6062.102051
	Iteration 3Q: 3 clusters Score -2.967059e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -29674812.000000 Penalty: 6062.102051
	Iteration 4F: 3 clusters Score -2.967481e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -29682656.000000 Penalty: 6062.102051
	Iteration 5F: 3 clusters Score -2.968266e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -29694704.000000 Penalty: 6062.102051
	Iteration 6F: 3 clusters Score -2.96947e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -29709342.000000 Penalty: 6062.102051
	Iteration 7F: 3 clusters Score -2.970934e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -29722582.000000 Penalty: 6062.102051
	Iteration 8F: 3 clusters Score -2.972258e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 192021 members 
Entering Unmasked Estep 
Score: -29729836.000000 Penalty: 6062.102051
	Iteration 9Q: 3 clusters Score -2.972984e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 197314 members 
Entering Unmasked Estep 
Score: -29732704.000000 Penalty: 6062.102051
	Iteration 10Q: 3 clusters Score -2.97327e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -29733292.000000 Penalty: 6062.102051
	Iteration 11Q: 3 clusters Score -2.973329e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 201676 members 
Entering Unmasked Estep 
Score: -29733274.000000 Penalty: 6062.102051
	Iteration 12Q: 3 clusters Score -2.973327e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 202370 members 
Entering Unmasked Estep 
Score: -29733296.000000 Penalty: 6062.102051
	Iteration 13Q: 3 clusters Score -2.97333e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 202646 members 
Entering Unmasked Estep 
Score: -29733312.000000 Penalty: 6062.102051
	Iteration 14Q: 3 clusters Score -2.973331e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 202754 members 
Entering Unmasked Estep 
Score: -29733304.000000 Penalty: 6062.102051
	Iteration 15Q: 3 clusters Score -2.97333e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 202819 members 
Entering Unmasked Estep 
Score: -29733304.000000 Penalty: 6062.102051
	Iteration 16Q: 3 clusters Score -2.97333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 202844 members 
Entering Unmasked Estep 
Score: -29733320.000000 Penalty: 6062.102051
	Iteration 17Q: 3 clusters Score -2.973332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202860 members 
Entering Unmasked Estep 
Score: -29733348.000000 Penalty: 6062.102051
	Iteration 18Q: 3 clusters Score -2.973335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -29733340.000000 Penalty: 6062.102051
	Iteration 19Q: 3 clusters Score -2.973334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 202884 members 
Entering Unmasked Estep 
Score: -29733334.000000 Penalty: 6062.102051
	Iteration 20F: 3 clusters Score -2.973333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 202889 members 
Entering Unmasked Estep 
Score: -29733350.000000 Penalty: 6062.102051
	Iteration 21Q: 3 clusters Score -2.973335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 202893 members 
Entering Unmasked Estep 
Score: -29733332.000000 Penalty: 6062.102051
	Iteration 22Q: 3 clusters Score -2.973333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 202899 members 
Entering Unmasked Estep 
Score: -29733328.000000 Penalty: 6062.102051
	Iteration 23Q: 3 clusters Score -2.973333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202901 members 
Entering Unmasked Estep 
Score: -29733336.000000 Penalty: 6062.102051
	Iteration 24Q: 3 clusters Score -2.973334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202901 members 
Entering Unmasked Estep 
Score: -29733348.000000 Penalty: 6062.102051
	Iteration 25Q: 3 clusters Score -2.973335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202901 members 
Entering Unmasked Estep 
Score: -29733348.000000 Penalty: 6062.102051
	Iteration 26F: 3 clusters Score -2.973335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Entering Unmasked Estep 
Score: -13577697.000000 Penalty: 2834.869141
	Iteration 0F: 2 clusters Score -1.35777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -13516180.000000 Penalty: 5669.738281
	Iteration 0F: 3 clusters Score -1.351618e+07 nChanged 43444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -13541414.000000 Penalty: 5669.738281
	Iteration 1F: 3 clusters Score -1.354141e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -13542541.000000 Penalty: 5669.738281
	Iteration 2Q: 3 clusters Score -1.354254e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -13544110.000000 Penalty: 5669.738281
	Iteration 3Q: 3 clusters Score -1.354411e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -13546229.000000 Penalty: 5669.738281
	Iteration 4Q: 3 clusters Score -1.354623e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -13548863.000000 Penalty: 5669.738281
	Iteration 5F: 3 clusters Score -1.354886e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -13552447.000000 Penalty: 5669.738281
	Iteration 6F: 3 clusters Score -1.355245e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -13557192.000000 Penalty: 5669.738281
	Iteration 7F: 3 clusters Score -1.355719e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -13562505.000000 Penalty: 5669.738281
	Iteration 8F: 3 clusters Score -1.35625e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -13567547.000000 Penalty: 5669.738281
	Iteration 9F: 3 clusters Score -1.356755e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -13571357.000000 Penalty: 5669.738281
	Iteration 10Q: 3 clusters Score -1.357136e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -13573332.000000 Penalty: 5669.738281
	Iteration 11Q: 3 clusters Score -1.357333e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -13574326.000000 Penalty: 5669.738281
	Iteration 12Q: 3 clusters Score -1.357433e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -13574750.000000 Penalty: 5669.738281
	Iteration 13Q: 3 clusters Score -1.357475e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -13574943.000000 Penalty: 5669.738281
	Iteration 14Q: 3 clusters Score -1.357494e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -13575056.000000 Penalty: 5669.738281
	Iteration 15Q: 3 clusters Score -1.357506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -13575115.000000 Penalty: 5669.738281
	Iteration 16Q: 3 clusters Score -1.357512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -13575130.000000 Penalty: 5669.738281
	Iteration 17Q: 3 clusters Score -1.357513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -13575153.000000 Penalty: 5669.738281
	Iteration 18Q: 3 clusters Score -1.357515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -13575169.000000 Penalty: 5669.738281
	Iteration 19Q: 3 clusters Score -1.357517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -13575182.000000 Penalty: 5669.738281
	Iteration 20F: 3 clusters Score -1.357518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -13575194.000000 Penalty: 5669.738281
	Iteration 21Q: 3 clusters Score -1.357519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -13575211.000000 Penalty: 5669.738281
	Iteration 22Q: 3 clusters Score -1.357521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -13575223.000000 Penalty: 5669.738281
	Iteration 23Q: 3 clusters Score -1.357522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -13575238.000000 Penalty: 5669.738281
	Iteration 24Q: 3 clusters Score -1.357524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -13575231.000000 Penalty: 5669.738281
	Iteration 25Q: 3 clusters Score -1.357523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -13575237.000000 Penalty: 5669.738281
	Iteration 26Q: 3 clusters Score -1.357524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -13575237.000000 Penalty: 5669.738281
	Iteration 27F: 3 clusters Score -1.357524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -1602730.625000 Penalty: 2307.485352
	Iteration 0F: 2 clusters Score -1602731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1594427.000000 Penalty: 4614.970703
	Iteration 0F: 3 clusters Score -1594427 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1596918.750000 Penalty: 4614.970703
	Iteration 1F: 3 clusters Score -1596919 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1597214.375000 Penalty: 4614.970703
	Iteration 2F: 3 clusters Score -1597214 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1597422.500000 Penalty: 4614.970703
	Iteration 3Q: 3 clusters Score -1597422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1597604.750000 Penalty: 4614.970703
	Iteration 4Q: 3 clusters Score -1597605 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1597775.500000 Penalty: 4614.970703
	Iteration 5Q: 3 clusters Score -1597776 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1597958.875000 Penalty: 4614.970703
	Iteration 6Q: 3 clusters Score -1597959 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1598156.750000 Penalty: 4614.970703
	Iteration 7Q: 3 clusters Score -1598157 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1598385.250000 Penalty: 4614.970703
	Iteration 8Q: 3 clusters Score -1598385 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1598642.250000 Penalty: 4614.970703
	Iteration 9Q: 3 clusters Score -1598642 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1598868.750000 Penalty: 4614.970703
	Iteration 10Q: 3 clusters Score -1598869 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1599064.625000 Penalty: 4614.970703
	Iteration 11Q: 3 clusters Score -1599065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1599218.250000 Penalty: 4614.970703
	Iteration 12Q: 3 clusters Score -1599218 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1599368.000000 Penalty: 4614.970703
	Iteration 13Q: 3 clusters Score -1599368 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1599508.000000 Penalty: 4614.970703
	Iteration 14Q: 3 clusters Score -1599508 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1599625.250000 Penalty: 4614.970703
	Iteration 15Q: 3 clusters Score -1599625 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1599742.000000 Penalty: 4614.970703
	Iteration 16Q: 3 clusters Score -1599742 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1599840.375000 Penalty: 4614.970703
	Iteration 17Q: 3 clusters Score -1599840 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1599916.875000 Penalty: 4614.970703
	Iteration 18Q: 3 clusters Score -1599917 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1599998.250000 Penalty: 4614.970703
	Iteration 19Q: 3 clusters Score -1599998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1600089.750000 Penalty: 4614.970703
	Iteration 20F: 3 clusters Score -1600090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1600170.000000 Penalty: 4614.970703
	Iteration 21Q: 3 clusters Score -1600170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1600252.750000 Penalty: 4614.970703
	Iteration 22Q: 3 clusters Score -1600253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1600319.750000 Penalty: 4614.970703
	Iteration 23Q: 3 clusters Score -1600320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1600384.125000 Penalty: 4614.970703
	Iteration 24Q: 3 clusters Score -1600384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1600437.500000 Penalty: 4614.970703
	Iteration 25Q: 3 clusters Score -1600438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1600472.625000 Penalty: 4614.970703
	Iteration 26Q: 3 clusters Score -1600473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1600512.000000 Penalty: 4614.970703
	Iteration 27Q: 3 clusters Score -1600512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1600544.750000 Penalty: 4614.970703
	Iteration 28Q: 3 clusters Score -1600545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1600573.750000 Penalty: 4614.970703
	Iteration 29Q: 3 clusters Score -1600574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1600599.625000 Penalty: 4614.970703
	Iteration 30Q: 3 clusters Score -1600600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1600623.250000 Penalty: 4614.970703
	Iteration 31Q: 3 clusters Score -1600623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1600643.375000 Penalty: 4614.970703
	Iteration 32Q: 3 clusters Score -1600643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1600661.875000 Penalty: 4614.970703
	Iteration 33Q: 3 clusters Score -1600662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1600678.875000 Penalty: 4614.970703
	Iteration 34Q: 3 clusters Score -1600679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1600688.375000 Penalty: 4614.970703
	Iteration 35Q: 3 clusters Score -1600688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1600697.000000 Penalty: 4614.970703
	Iteration 36Q: 3 clusters Score -1600697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1600700.750000 Penalty: 4614.970703
	Iteration 37Q: 3 clusters Score -1600701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1600707.625000 Penalty: 4614.970703
	Iteration 38Q: 3 clusters Score -1600708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1600716.875000 Penalty: 4614.970703
	Iteration 39Q: 3 clusters Score -1600717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1600724.375000 Penalty: 4614.970703
	Iteration 40F: 3 clusters Score -1600724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1600727.500000 Penalty: 4614.970703
	Iteration 41Q: 3 clusters Score -1600728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1600735.375000 Penalty: 4614.970703
	Iteration 42Q: 3 clusters Score -1600735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1600738.375000 Penalty: 4614.970703
	Iteration 43Q: 3 clusters Score -1600738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1600738.000000 Penalty: 4614.970703
	Iteration 44Q: 3 clusters Score -1600738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1600738.000000 Penalty: 4614.970703
	Iteration 45Q: 3 clusters Score -1600738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1600740.500000 Penalty: 4614.970703
	Iteration 46Q: 3 clusters Score -1600740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1600744.250000 Penalty: 4614.970703
	Iteration 47Q: 3 clusters Score -1600744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1600746.750000 Penalty: 4614.970703
	Iteration 48Q: 3 clusters Score -1600747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1600750.125000 Penalty: 4614.970703
	Iteration 49Q: 3 clusters Score -1600750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1600756.750000 Penalty: 4614.970703
	Iteration 50Q: 3 clusters Score -1600757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1600761.250000 Penalty: 4614.970703
	Iteration 51Q: 3 clusters Score -1600761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1600765.125000 Penalty: 4614.970703
	Iteration 52Q: 3 clusters Score -1600765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1600771.250000 Penalty: 4614.970703
	Iteration 53Q: 3 clusters Score -1600771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1600773.750000 Penalty: 4614.970703
	Iteration 54Q: 3 clusters Score -1600774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1600774.000000 Penalty: 4614.970703
	Iteration 55Q: 3 clusters Score -1600774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1600773.625000 Penalty: 4614.970703
	Iteration 56Q: 3 clusters Score -1600774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1600774.875000 Penalty: 4614.970703
	Iteration 57Q: 3 clusters Score -1600775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1600778.750000 Penalty: 4614.970703
	Iteration 58Q: 3 clusters Score -1600779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1600779.875000 Penalty: 4614.970703
	Iteration 59Q: 3 clusters Score -1600780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1600780.000000 Penalty: 4614.970703
	Iteration 60F: 3 clusters Score -1600780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1600780.625000 Penalty: 4614.970703
	Iteration 61Q: 3 clusters Score -1600781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1600782.500000 Penalty: 4614.970703
	Iteration 62Q: 3 clusters Score -1600782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1600781.875000 Penalty: 4614.970703
	Iteration 63Q: 3 clusters Score -1600782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1600783.250000 Penalty: 4614.970703
	Iteration 64Q: 3 clusters Score -1600783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1600783.250000 Penalty: 4614.970703
	Iteration 65F: 3 clusters Score -1600783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -31450.041016 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -31450.04 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 145 members 
Entering Unmasked Estep 
Score: -30278.171875 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -30278.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30489.443359 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -30489.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30533.449219 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -30533.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30543.591797 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -30543.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30552.703125 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -30552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30552.703125 Penalty: 2871.820312
	Iteration 5F: 3 clusters Score -30552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -223010.671875 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -223010.7 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 928 members 
Entering Unmasked Estep 
Score: -220729.812500 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -220729.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -222198.281250 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -222198.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223708.265625 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -223708.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -224830.953125 Penalty: 3707.205566
	Iteration 3F: 3 clusters Score -224831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225228.750000 Penalty: 3707.205566
	Iteration 4F: 3 clusters Score -225228.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225395.750000 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -225395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -225447.390625 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -225447.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -225482.812500 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -225482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225489.703125 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -225489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225490.796875 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -225490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225492.000000 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -225492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225492.000000 Penalty: 3707.205566
	Iteration 11F: 3 clusters Score -225492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 34423 members 
Mstep: Class 3 contains 157644 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 54816 members 
Mstep: Class 9 contains 39847 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 17751 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203207 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 109345 members 
Mstep: Class 27 contains 793 members 
Entering Unmasked Estep 
Score: -128923560.000000 Penalty: 91843.437500
Splitting cluster 24 changes total score from -128920248.000000 to -128923560.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 34423 members 
Mstep: Class 3 contains 157644 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 54816 members 
Mstep: Class 9 contains 39847 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 17751 members 
Mstep: Class 18 contains 11163 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203207 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926888.000000 Penalty: 91843.437500
Iteration 79Q: 28 clusters Score -1.289269e+08 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 34460 members 
Mstep: Class 3 contains 158330 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 11932 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 54989 members 
Mstep: Class 9 contains 39844 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 594 members 
Mstep: Class 16 contains 41369 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 204350 members 
Mstep: Class 21 contains 92784 members 
Mstep: Class 22 contains 10981 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 104808 members 
Mstep: Class 27 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929248.000000 Penalty: 91843.437500
Iteration 80F: 28 clusters Score -1.289292e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 34374 members 
Mstep: Class 3 contains 157799 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 39400 members 
Mstep: Class 8 contains 54941 members 
Mstep: Class 9 contains 39841 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 594 members 
Mstep: Class 16 contains 41391 members 
Mstep: Class 17 contains 20433 members 
Mstep: Class 18 contains 11177 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203926 members 
Mstep: Class 21 contains 92685 members 
Mstep: Class 22 contains 10977 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 105011 members 
Mstep: Class 27 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931136.000000 Penalty: 91843.437500
Iteration 81Q: 28 clusters Score -1.289311e+08 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 34324 members 
Mstep: Class 3 contains 157087 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 9817 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 39418 members 
Mstep: Class 8 contains 54943 members 
Mstep: Class 9 contains 39839 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 21449 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203648 members 
Mstep: Class 21 contains 92522 members 
Mstep: Class 22 contains 10971 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105137 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932016.000000 Penalty: 91843.437500
Iteration 82Q: 28 clusters Score -1.28932e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 34309 members 
Mstep: Class 3 contains 156320 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 9735 members 
Mstep: Class 6 contains 11889 members 
Mstep: Class 7 contains 39467 members 
Mstep: Class 8 contains 54978 members 
Mstep: Class 9 contains 39839 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 17 contains 22341 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203510 members 
Mstep: Class 21 contains 92312 members 
Mstep: Class 22 contains 10972 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105255 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933032.000000 Penalty: 91843.437500
Iteration 83Q: 28 clusters Score -1.28933e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 34299 members 
Mstep: Class 3 contains 155583 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 9678 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 39530 members 
Mstep: Class 8 contains 54979 members 
Mstep: Class 9 contains 39838 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 4004 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 5359 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 23164 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203414 members 
Mstep: Class 21 contains 92070 members 
Mstep: Class 22 contains 10969 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105370 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934168.000000 Penalty: 91843.437500
Iteration 84Q: 28 clusters Score -1.289342e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 34284 members 
Mstep: Class 3 contains 154875 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 9647 members 
Mstep: Class 6 contains 11877 members 
Mstep: Class 7 contains 39569 members 
Mstep: Class 8 contains 54976 members 
Mstep: Class 9 contains 39840 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 12 contains 14741 members 
Mstep: Class 13 contains 7945 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41424 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203310 members 
Mstep: Class 21 contains 91877 members 
Mstep: Class 22 contains 10954 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105505 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934832.000000 Penalty: 91843.437500
Iteration 85Q: 28 clusters Score -1.289348e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 34270 members 
Mstep: Class 3 contains 154092 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 11868 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 54957 members 
Mstep: Class 9 contains 39840 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 4010 members 
Mstep: Class 12 contains 14794 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41421 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 11266 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203260 members 
Mstep: Class 21 contains 91658 members 
Mstep: Class 22 contains 10946 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105763 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935720.000000 Penalty: 91843.437500
Iteration 86Q: 28 clusters Score -1.289357e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 34252 members 
Mstep: Class 3 contains 153287 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 11854 members 
Mstep: Class 7 contains 39660 members 
Mstep: Class 8 contains 54906 members 
Mstep: Class 9 contains 39837 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 14843 members 
Mstep: Class 13 contains 8150 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 11278 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203258 members 
Mstep: Class 21 contains 91485 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106038 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936024.000000 Penalty: 91843.437500
Iteration 87Q: 28 clusters Score -1.28936e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 34237 members 
Mstep: Class 3 contains 152469 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 11840 members 
Mstep: Class 7 contains 39709 members 
Mstep: Class 8 contains 54870 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 14880 members 
Mstep: Class 13 contains 8240 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41423 members 
Mstep: Class 17 contains 25702 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203323 members 
Mstep: Class 21 contains 91319 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106268 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935816.000000 Penalty: 91843.437500
Iteration 88Q: 28 clusters Score -1.289358e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 34245 members 
Mstep: Class 3 contains 151673 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 11836 members 
Mstep: Class 7 contains 39743 members 
Mstep: Class 8 contains 54822 members 
Mstep: Class 9 contains 39835 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 26164 members 
Mstep: Class 18 contains 11321 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203375 members 
Mstep: Class 21 contains 91192 members 
Mstep: Class 22 contains 10929 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106509 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935952.000000 Penalty: 91843.437500
Iteration 89Q: 28 clusters Score -1.28936e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 34247 members 
Mstep: Class 3 contains 150808 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 11831 members 
Mstep: Class 7 contains 39777 members 
Mstep: Class 8 contains 54780 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 15047 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41416 members 
Mstep: Class 17 contains 26571 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 203485 members 
Mstep: Class 21 contains 91045 members 
Mstep: Class 22 contains 10931 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106818 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935672.000000 Penalty: 91843.437500
Iteration 90Q: 28 clusters Score -1.289357e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 34224 members 
Mstep: Class 3 contains 150045 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 9563 members 
Mstep: Class 6 contains 11825 members 
Mstep: Class 7 contains 39821 members 
Mstep: Class 8 contains 54694 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 15142 members 
Mstep: Class 13 contains 8544 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 26917 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 203526 members 
Mstep: Class 21 contains 90909 members 
Mstep: Class 22 contains 10926 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 107213 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935672.000000 Penalty: 91843.437500
Iteration 91Q: 28 clusters Score -1.289357e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 34221 members 
Mstep: Class 3 contains 149243 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 39857 members 
Mstep: Class 8 contains 54621 members 
Mstep: Class 9 contains 39831 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41402 members 
Mstep: Class 17 contains 27229 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203535 members 
Mstep: Class 21 contains 90782 members 
Mstep: Class 22 contains 10924 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 107690 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935968.000000 Penalty: 91843.437500
Iteration 92Q: 28 clusters Score -1.28936e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 34206 members 
Mstep: Class 3 contains 148437 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 11805 members 
Mstep: Class 7 contains 39879 members 
Mstep: Class 8 contains 54578 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 8726 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41391 members 
Mstep: Class 17 contains 27495 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 203606 members 
Mstep: Class 21 contains 90647 members 
Mstep: Class 22 contains 10918 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108176 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935688.000000 Penalty: 91843.437500
Iteration 93Q: 28 clusters Score -1.289357e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 34167 members 
Mstep: Class 3 contains 147599 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 11804 members 
Mstep: Class 7 contains 39898 members 
Mstep: Class 8 contains 54508 members 
Mstep: Class 9 contains 39835 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 8803 members 
Mstep: Class 14 contains 5454 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41388 members 
Mstep: Class 17 contains 27749 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203682 members 
Mstep: Class 21 contains 90524 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108724 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935560.000000 Penalty: 91843.437500
Iteration 94Q: 28 clusters Score -1.289356e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 34130 members 
Mstep: Class 3 contains 146742 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 39922 members 
Mstep: Class 8 contains 54429 members 
Mstep: Class 9 contains 39836 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41391 members 
Mstep: Class 17 contains 27971 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 203734 members 
Mstep: Class 21 contains 90406 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 109317 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935784.000000 Penalty: 91843.437500
Iteration 95Q: 28 clusters Score -1.289358e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 34111 members 
Mstep: Class 3 contains 145907 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9548 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 39932 members 
Mstep: Class 8 contains 54389 members 
Mstep: Class 9 contains 39834 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 9003 members 
Mstep: Class 14 contains 5474 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41405 members 
Mstep: Class 17 contains 28157 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203758 members 
Mstep: Class 21 contains 90250 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 109952 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935968.000000 Penalty: 91843.437500
Iteration 96Q: 28 clusters Score -1.28936e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 34076 members 
Mstep: Class 3 contains 145150 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 54401 members 
Mstep: Class 9 contains 39831 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 9091 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41410 members 
Mstep: Class 17 contains 28338 members 
Mstep: Class 18 contains 11443 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203735 members 
Mstep: Class 21 contains 90106 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 110575 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936232.000000 Penalty: 91843.437500
Iteration 97Q: 28 clusters Score -1.289362e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 34020 members 
Mstep: Class 3 contains 144468 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 11798 members 
Mstep: Class 7 contains 39933 members 
Mstep: Class 8 contains 54371 members 
Mstep: Class 9 contains 39829 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 4050 members 
Mstep: Class 12 contains 15676 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 5485 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41414 members 
Mstep: Class 17 contains 28459 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203723 members 
Mstep: Class 21 contains 89962 members 
Mstep: Class 22 contains 10907 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 111204 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936360.000000 Penalty: 91843.437500
Iteration 98Q: 28 clusters Score -1.289364e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 33947 members 
Mstep: Class 3 contains 143782 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9542 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 39957 members 
Mstep: Class 8 contains 54340 members 
Mstep: Class 9 contains 39830 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 15762 members 
Mstep: Class 13 contains 9256 members 
Mstep: Class 14 contains 5488 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41422 members 
Mstep: Class 17 contains 28602 members 
Mstep: Class 18 contains 11459 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203650 members 
Mstep: Class 21 contains 89835 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 111869 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936080.000000 Penalty: 91843.437500
Iteration 99Q: 28 clusters Score -1.289361e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 33882 members 
Mstep: Class 3 contains 143149 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 39968 members 
Mstep: Class 8 contains 54326 members 
Mstep: Class 9 contains 39827 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4056 members 
Mstep: Class 12 contains 15820 members 
Mstep: Class 13 contains 9349 members 
Mstep: Class 14 contains 5493 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 11461 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203498 members 
Mstep: Class 21 contains 89740 members 
Mstep: Class 22 contains 10916 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 112503 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936072.000000 Penalty: 91843.437500
Iteration 100F: 28 clusters Score -1.289361e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 142588 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 9532 members 
Mstep: Class 6 contains 11825 members 
Mstep: Class 7 contains 39981 members 
Mstep: Class 8 contains 54302 members 
Mstep: Class 9 contains 39824 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 4059 members 
Mstep: Class 12 contains 15878 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 5490 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41448 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 11470 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203407 members 
Mstep: Class 21 contains 89657 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 113025 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936064.000000 Penalty: 91843.437500
Iteration 101Q: 28 clusters Score -1.289361e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 33806 members 
Mstep: Class 3 contains 142050 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9530 members 
Mstep: Class 6 contains 11824 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 39816 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 15945 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41448 members 
Mstep: Class 17 contains 28973 members 
Mstep: Class 18 contains 11484 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203326 members 
Mstep: Class 21 contains 89580 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 113525 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936024.000000 Penalty: 91843.437500
Iteration 102Q: 28 clusters Score -1.28936e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 33785 members 
Mstep: Class 3 contains 141580 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 9532 members 
Mstep: Class 6 contains 11820 members 
Mstep: Class 7 contains 39997 members 
Mstep: Class 8 contains 54280 members 
Mstep: Class 9 contains 39815 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 16001 members 
Mstep: Class 13 contains 9522 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 29068 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203286 members 
Mstep: Class 21 contains 89493 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 113960 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936008.000000 Penalty: 91843.437500
Iteration 103Q: 28 clusters Score -1.28936e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 141062 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 9540 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 39984 members 
Mstep: Class 8 contains 54255 members 
Mstep: Class 9 contains 39816 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 16061 members 
Mstep: Class 13 contains 9568 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41465 members 
Mstep: Class 17 contains 29189 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203316 members 
Mstep: Class 21 contains 89414 members 
Mstep: Class 22 contains 10918 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114355 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936552.000000 Penalty: 91843.437500
Iteration 104Q: 28 clusters Score -1.289366e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 33728 members 
Mstep: Class 3 contains 140602 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 39977 members 
Mstep: Class 8 contains 54191 members 
Mstep: Class 9 contains 39815 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 16156 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 5469 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 29320 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 203368 members 
Mstep: Class 21 contains 89314 members 
Mstep: Class 22 contains 10923 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114685 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936824.000000 Penalty: 91843.437500
Iteration 105Q: 28 clusters Score -1.289368e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 140227 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9547 members 
Mstep: Class 6 contains 11831 members 
Mstep: Class 7 contains 39980 members 
Mstep: Class 8 contains 54137 members 
Mstep: Class 9 contains 39815 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4073 members 
Mstep: Class 12 contains 16271 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 29412 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203391 members 
Mstep: Class 21 contains 89232 members 
Mstep: Class 22 contains 10929 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114986 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937096.000000 Penalty: 91843.437500
Iteration 106Q: 28 clusters Score -1.289371e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 33645 members 
Mstep: Class 3 contains 139854 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 11828 members 
Mstep: Class 7 contains 39969 members 
Mstep: Class 8 contains 54102 members 
Mstep: Class 9 contains 39814 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4076 members 
Mstep: Class 12 contains 16384 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 5462 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41467 members 
Mstep: Class 17 contains 29529 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203400 members 
Mstep: Class 21 contains 89152 members 
Mstep: Class 22 contains 10933 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115277 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937688.000000 Penalty: 91843.437500
Iteration 107Q: 28 clusters Score -1.289377e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 33597 members 
Mstep: Class 3 contains 139511 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9555 members 
Mstep: Class 6 contains 11829 members 
Mstep: Class 7 contains 39971 members 
Mstep: Class 8 contains 54050 members 
Mstep: Class 9 contains 39816 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 29635 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203381 members 
Mstep: Class 21 contains 89091 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115584 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937792.000000 Penalty: 91843.437500
Iteration 108Q: 28 clusters Score -1.289378e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 33545 members 
Mstep: Class 3 contains 139259 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 11825 members 
Mstep: Class 7 contains 39962 members 
Mstep: Class 8 contains 53976 members 
Mstep: Class 9 contains 39814 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 4081 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41469 members 
Mstep: Class 17 contains 29739 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203314 members 
Mstep: Class 21 contains 89037 members 
Mstep: Class 22 contains 10944 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115868 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937968.000000 Penalty: 91843.437500
Iteration 109Q: 28 clusters Score -1.28938e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 33505 members 
Mstep: Class 3 contains 139063 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 11823 members 
Mstep: Class 7 contains 39965 members 
Mstep: Class 8 contains 53923 members 
Mstep: Class 9 contains 39811 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41468 members 
Mstep: Class 17 contains 29831 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203235 members 
Mstep: Class 21 contains 88980 members 
Mstep: Class 22 contains 10944 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116103 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937736.000000 Penalty: 91843.437500
Iteration 110Q: 28 clusters Score -1.289377e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 33462 members 
Mstep: Class 3 contains 138897 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9562 members 
Mstep: Class 6 contains 11824 members 
Mstep: Class 7 contains 39970 members 
Mstep: Class 8 contains 53881 members 
Mstep: Class 9 contains 39811 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 9719 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41468 members 
Mstep: Class 17 contains 29903 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203194 members 
Mstep: Class 21 contains 88949 members 
Mstep: Class 22 contains 10942 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116263 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937928.000000 Penalty: 91843.437500
Iteration 111Q: 28 clusters Score -1.289379e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 33409 members 
Mstep: Class 3 contains 138779 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9566 members 
Mstep: Class 6 contains 11828 members 
Mstep: Class 7 contains 39960 members 
Mstep: Class 8 contains 53857 members 
Mstep: Class 9 contains 39809 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 5474 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41482 members 
Mstep: Class 17 contains 29969 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203131 members 
Mstep: Class 21 contains 88898 members 
Mstep: Class 22 contains 10944 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116398 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938240.000000 Penalty: 91843.437500
Iteration 112Q: 28 clusters Score -1.289382e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 33361 members 
Mstep: Class 3 contains 138659 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9567 members 
Mstep: Class 6 contains 11829 members 
Mstep: Class 7 contains 39958 members 
Mstep: Class 8 contains 53850 members 
Mstep: Class 9 contains 39807 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17028 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41478 members 
Mstep: Class 17 contains 30027 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 203071 members 
Mstep: Class 21 contains 88848 members 
Mstep: Class 22 contains 10945 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116543 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937904.000000 Penalty: 91843.437500
Iteration 113Q: 28 clusters Score -1.289379e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 33305 members 
Mstep: Class 3 contains 138655 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9569 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 39944 members 
Mstep: Class 8 contains 53839 members 
Mstep: Class 9 contains 39806 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17151 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41482 members 
Mstep: Class 17 contains 30078 members 
Mstep: Class 18 contains 11555 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 202969 members 
Mstep: Class 21 contains 88813 members 
Mstep: Class 22 contains 10945 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116609 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937888.000000 Penalty: 91843.437500
Iteration 114Q: 28 clusters Score -1.289379e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 33250 members 
Mstep: Class 3 contains 138622 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 39950 members 
Mstep: Class 8 contains 53834 members 
Mstep: Class 9 contains 39801 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 17273 members 
Mstep: Class 13 contains 9695 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41487 members 
Mstep: Class 17 contains 30139 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 202916 members 
Mstep: Class 21 contains 88774 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 983 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116627 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938112.000000 Penalty: 91843.437500
Iteration 115Q: 28 clusters Score -1.289381e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 33203 members 
Mstep: Class 3 contains 138598 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 9577 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 39956 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 39800 members 
Mstep: Class 10 contains 6929 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 17439 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 5471 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41491 members 
Mstep: Class 17 contains 30193 members 
Mstep: Class 18 contains 11564 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202838 members 
Mstep: Class 21 contains 88761 members 
Mstep: Class 22 contains 10948 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116626 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937808.000000 Penalty: 91843.437500
Iteration 116Q: 28 clusters Score -1.289378e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 33160 members 
Mstep: Class 3 contains 138611 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 11842 members 
Mstep: Class 7 contains 39967 members 
Mstep: Class 8 contains 53778 members 
Mstep: Class 9 contains 39796 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 4087 members 
Mstep: Class 12 contains 17606 members 
Mstep: Class 13 contains 9644 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41488 members 
Mstep: Class 17 contains 30252 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202770 members 
Mstep: Class 21 contains 88745 members 
Mstep: Class 22 contains 10948 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116613 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937856.000000 Penalty: 91843.437500
Iteration 117Q: 28 clusters Score -1.289379e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 33129 members 
Mstep: Class 3 contains 138663 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9592 members 
Mstep: Class 6 contains 11849 members 
Mstep: Class 7 contains 39972 members 
Mstep: Class 8 contains 53749 members 
Mstep: Class 9 contains 39794 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41497 members 
Mstep: Class 17 contains 30315 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202649 members 
Mstep: Class 21 contains 88735 members 
Mstep: Class 22 contains 10946 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116573 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937712.000000 Penalty: 91843.437500
Iteration 118Q: 28 clusters Score -1.289377e+08 nChanged 1446
Entering ConstructFrom: 
Score: -128937712.000000 Penalty: 91843.437500
Entering ConstructFrom: 
Trying to split cluster 1 (21463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Entering Unmasked Estep 
Score: -2884081.750000 Penalty: 2473.573242
	Iteration 0F: 2 clusters Score -2884082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2869049.250000 Penalty: 4947.146484
	Iteration 0F: 3 clusters Score -2869049 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2874397.500000 Penalty: 4947.146484
	Iteration 1F: 3 clusters Score -2874398 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2875005.000000 Penalty: 4947.146484
	Iteration 2F: 3 clusters Score -2875005 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2875520.250000 Penalty: 4947.146484
	Iteration 3F: 3 clusters Score -2875520 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2876003.250000 Penalty: 4947.146484
	Iteration 4Q: 3 clusters Score -2876003 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2876456.750000 Penalty: 4947.146484
	Iteration 5Q: 3 clusters Score -2876457 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2876875.250000 Penalty: 4947.146484
	Iteration 6Q: 3 clusters Score -2876875 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2877272.750000 Penalty: 4947.146484
	Iteration 7Q: 3 clusters Score -2877273 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2877656.000000 Penalty: 4947.146484
	Iteration 8Q: 3 clusters Score -2877656 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2878047.750000 Penalty: 4947.146484
	Iteration 9Q: 3 clusters Score -2878048 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2878500.750000 Penalty: 4947.146484
	Iteration 10Q: 3 clusters Score -2878501 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2879019.250000 Penalty: 4947.146484
	Iteration 11Q: 3 clusters Score -2879019 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2879510.000000 Penalty: 4947.146484
	Iteration 12Q: 3 clusters Score -2879510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2879951.500000 Penalty: 4947.146484
	Iteration 13Q: 3 clusters Score -2879952 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2880293.500000 Penalty: 4947.146484
	Iteration 14Q: 3 clusters Score -2880294 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2880595.000000 Penalty: 4947.146484
	Iteration 15Q: 3 clusters Score -2880595 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2880788.500000 Penalty: 4947.146484
	Iteration 16Q: 3 clusters Score -2880788 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2880984.250000 Penalty: 4947.146484
	Iteration 17Q: 3 clusters Score -2880984 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2881130.500000 Penalty: 4947.146484
	Iteration 18Q: 3 clusters Score -2881130 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2881271.250000 Penalty: 4947.146484
	Iteration 19Q: 3 clusters Score -2881271 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2881403.500000 Penalty: 4947.146484
	Iteration 20F: 3 clusters Score -2881404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2881542.000000 Penalty: 4947.146484
	Iteration 21Q: 3 clusters Score -2881542 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2881671.000000 Penalty: 4947.146484
	Iteration 22Q: 3 clusters Score -2881671 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2881784.750000 Penalty: 4947.146484
	Iteration 23Q: 3 clusters Score -2881785 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2881889.750000 Penalty: 4947.146484
	Iteration 24Q: 3 clusters Score -2881890 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2881990.500000 Penalty: 4947.146484
	Iteration 25Q: 3 clusters Score -2881990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2882061.000000 Penalty: 4947.146484
	Iteration 26Q: 3 clusters Score -2882061 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2882107.500000 Penalty: 4947.146484
	Iteration 27Q: 3 clusters Score -2882108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2882132.500000 Penalty: 4947.146484
	Iteration 28Q: 3 clusters Score -2882132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2882155.500000 Penalty: 4947.146484
	Iteration 29Q: 3 clusters Score -2882156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2882178.250000 Penalty: 4947.146484
	Iteration 30Q: 3 clusters Score -2882178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2882199.500000 Penalty: 4947.146484
	Iteration 31Q: 3 clusters Score -2882200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2882225.750000 Penalty: 4947.146484
	Iteration 32Q: 3 clusters Score -2882226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2882248.500000 Penalty: 4947.146484
	Iteration 33Q: 3 clusters Score -2882248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2882258.000000 Penalty: 4947.146484
	Iteration 34Q: 3 clusters Score -2882258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2882270.500000 Penalty: 4947.146484
	Iteration 35Q: 3 clusters Score -2882270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2882276.500000 Penalty: 4947.146484
	Iteration 36Q: 3 clusters Score -2882276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2882285.250000 Penalty: 4947.146484
	Iteration 37Q: 3 clusters Score -2882285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2882292.250000 Penalty: 4947.146484
	Iteration 38Q: 3 clusters Score -2882292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2882290.500000 Penalty: 4947.146484
	Iteration 39Q: 3 clusters Score -2882290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2882288.750000 Penalty: 4947.146484
	Iteration 40F: 3 clusters Score -2882289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2882289.250000 Penalty: 4947.146484
	Iteration 41Q: 3 clusters Score -2882289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2882296.500000 Penalty: 4947.146484
	Iteration 42Q: 3 clusters Score -2882296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2882294.500000 Penalty: 4947.146484
	Iteration 43Q: 3 clusters Score -2882294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2882294.750000 Penalty: 4947.146484
	Iteration 44Q: 3 clusters Score -2882295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2882298.250000 Penalty: 4947.146484
	Iteration 45Q: 3 clusters Score -2882298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2882308.500000 Penalty: 4947.146484
	Iteration 46Q: 3 clusters Score -2882308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2882316.500000 Penalty: 4947.146484
	Iteration 47Q: 3 clusters Score -2882316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2882316.000000 Penalty: 4947.146484
	Iteration 48Q: 3 clusters Score -2882316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2882313.000000 Penalty: 4947.146484
	Iteration 49Q: 3 clusters Score -2882313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2882316.250000 Penalty: 4947.146484
	Iteration 50Q: 3 clusters Score -2882316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2882317.000000 Penalty: 4947.146484
	Iteration 51Q: 3 clusters Score -2882317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2882317.250000 Penalty: 4947.146484
	Iteration 52Q: 3 clusters Score -2882317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2882316.750000 Penalty: 4947.146484
	Iteration 53Q: 3 clusters Score -2882317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2882318.750000 Penalty: 4947.146484
	Iteration 54Q: 3 clusters Score -2882319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2882315.250000 Penalty: 4947.146484
	Iteration 55Q: 3 clusters Score -2882315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2882316.500000 Penalty: 4947.146484
	Iteration 56Q: 3 clusters Score -2882316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2882319.000000 Penalty: 4947.146484
	Iteration 57Q: 3 clusters Score -2882319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2882318.750000 Penalty: 4947.146484
	Iteration 58Q: 3 clusters Score -2882319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2882320.000000 Penalty: 4947.146484
	Iteration 59Q: 3 clusters Score -2882320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2882323.250000 Penalty: 4947.146484
	Iteration 60F: 3 clusters Score -2882323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2882322.000000 Penalty: 4947.146484
	Iteration 61Q: 3 clusters Score -2882322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2882327.250000 Penalty: 4947.146484
	Iteration 62Q: 3 clusters Score -2882327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2882325.000000 Penalty: 4947.146484
	Iteration 63Q: 3 clusters Score -2882325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2882324.750000 Penalty: 4947.146484
	Iteration 64Q: 3 clusters Score -2882325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2882331.750000 Penalty: 4947.146484
	Iteration 65Q: 3 clusters Score -2882332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2882332.750000 Penalty: 4947.146484
	Iteration 66Q: 3 clusters Score -2882333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2882335.250000 Penalty: 4947.146484
	Iteration 67Q: 3 clusters Score -2882335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2882336.250000 Penalty: 4947.146484
	Iteration 68Q: 3 clusters Score -2882336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2882336.500000 Penalty: 4947.146484
	Iteration 69Q: 3 clusters Score -2882336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2882339.500000 Penalty: 4947.146484
	Iteration 70Q: 3 clusters Score -2882340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2882338.000000 Penalty: 4947.146484
	Iteration 71Q: 3 clusters Score -2882338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2882338.000000 Penalty: 4947.146484
	Iteration 72F: 3 clusters Score -2882338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Entering Unmasked Estep 
Score: -4704984.000000 Penalty: 2580.970215
	Iteration 0F: 2 clusters Score -4704984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4682300.000000 Penalty: 5161.940430
	Iteration 0F: 3 clusters Score -4682300 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4690562.000000 Penalty: 5161.940430
	Iteration 1F: 3 clusters Score -4690562 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4691102.000000 Penalty: 5161.940430
	Iteration 2Q: 3 clusters Score -4691102 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4691611.500000 Penalty: 5161.940430
	Iteration 3Q: 3 clusters Score -4691612 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4692165.500000 Penalty: 5161.940430
	Iteration 4Q: 3 clusters Score -4692166 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4692681.000000 Penalty: 5161.940430
	Iteration 5Q: 3 clusters Score -4692681 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4693392.500000 Penalty: 5161.940430
	Iteration 6Q: 3 clusters Score -4693392 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4694295.000000 Penalty: 5161.940430
	Iteration 7Q: 3 clusters Score -4694295 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4695491.000000 Penalty: 5161.940430
	Iteration 8F: 3 clusters Score -4695491 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4696978.500000 Penalty: 5161.940430
	Iteration 9F: 3 clusters Score -4696978 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4698564.500000 Penalty: 5161.940430
	Iteration 10F: 3 clusters Score -4698564 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4700098.500000 Penalty: 5161.940430
	Iteration 11F: 3 clusters Score -4700098 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4701162.000000 Penalty: 5161.940430
	Iteration 12Q: 3 clusters Score -4701162 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4701878.500000 Penalty: 5161.940430
	Iteration 13Q: 3 clusters Score -4701878 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4702235.000000 Penalty: 5161.940430
	Iteration 14Q: 3 clusters Score -4702235 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4702406.500000 Penalty: 5161.940430
	Iteration 15Q: 3 clusters Score -4702406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4702508.500000 Penalty: 5161.940430
	Iteration 16Q: 3 clusters Score -4702508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4702544.500000 Penalty: 5161.940430
	Iteration 17Q: 3 clusters Score -4702544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4702579.500000 Penalty: 5161.940430
	Iteration 18Q: 3 clusters Score -4702580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4702594.500000 Penalty: 5161.940430
	Iteration 19Q: 3 clusters Score -4702594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4702612.500000 Penalty: 5161.940430
	Iteration 20F: 3 clusters Score -4702612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4702623.000000 Penalty: 5161.940430
	Iteration 21Q: 3 clusters Score -4702623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4702636.500000 Penalty: 5161.940430
	Iteration 22Q: 3 clusters Score -4702636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4702644.500000 Penalty: 5161.940430
	Iteration 23Q: 3 clusters Score -4702644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4702646.500000 Penalty: 5161.940430
	Iteration 24Q: 3 clusters Score -4702646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4702657.000000 Penalty: 5161.940430
	Iteration 25Q: 3 clusters Score -4702657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4702672.000000 Penalty: 5161.940430
	Iteration 26Q: 3 clusters Score -4702672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4702678.500000 Penalty: 5161.940430
	Iteration 27Q: 3 clusters Score -4702678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4702689.000000 Penalty: 5161.940430
	Iteration 28Q: 3 clusters Score -4702689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4702691.500000 Penalty: 5161.940430
	Iteration 29Q: 3 clusters Score -4702692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4702685.500000 Penalty: 5161.940430
	Iteration 30Q: 3 clusters Score -4702686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4702691.000000 Penalty: 5161.940430
	Iteration 31Q: 3 clusters Score -4702691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4702692.000000 Penalty: 5161.940430
	Iteration 32Q: 3 clusters Score -4702692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4702692.000000 Penalty: 5161.940430
	Iteration 33F: 3 clusters Score -4702692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Entering Unmasked Estep 
Score: -20342284.000000 Penalty: 2936.395996
	Iteration 0F: 2 clusters Score -2.034228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -20252684.000000 Penalty: 5872.791992
	Iteration 0F: 3 clusters Score -2.025268e+07 nChanged 66108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -20290324.000000 Penalty: 5872.791992
	Iteration 1F: 3 clusters Score -2.029032e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -20291258.000000 Penalty: 5872.791992
	Iteration 2Q: 3 clusters Score -2.029126e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -20292324.000000 Penalty: 5872.791992
	Iteration 3Q: 3 clusters Score -2.029232e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -20293948.000000 Penalty: 5872.791992
	Iteration 4Q: 3 clusters Score -2.029395e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -20296440.000000 Penalty: 5872.791992
	Iteration 5Q: 3 clusters Score -2.029644e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -20299978.000000 Penalty: 5872.791992
	Iteration 6Q: 3 clusters Score -2.029998e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -20305414.000000 Penalty: 5872.791992
	Iteration 7F: 3 clusters Score -2.030541e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -20312324.000000 Penalty: 5872.791992
	Iteration 8F: 3 clusters Score -2.031232e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -20319754.000000 Penalty: 5872.791992
	Iteration 9F: 3 clusters Score -2.031975e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -20325690.000000 Penalty: 5872.791992
	Iteration 10F: 3 clusters Score -2.032569e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -20329642.000000 Penalty: 5872.791992
	Iteration 11Q: 3 clusters Score -2.032964e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -20331988.000000 Penalty: 5872.791992
	Iteration 12Q: 3 clusters Score -2.033199e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -20333812.000000 Penalty: 5872.791992
	Iteration 13Q: 3 clusters Score -2.033381e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -20335384.000000 Penalty: 5872.791992
	Iteration 14Q: 3 clusters Score -2.033538e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 123395 members 
Entering Unmasked Estep 
Score: -20336772.000000 Penalty: 5872.791992
	Iteration 15Q: 3 clusters Score -2.033677e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -20338064.000000 Penalty: 5872.791992
	Iteration 16Q: 3 clusters Score -2.033806e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 128273 members 
Entering Unmasked Estep 
Score: -20339112.000000 Penalty: 5872.791992
	Iteration 17Q: 3 clusters Score -2.033911e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -20339960.000000 Penalty: 5872.791992
	Iteration 18Q: 3 clusters Score -2.033996e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 131376 members 
Entering Unmasked Estep 
Score: -20340480.000000 Penalty: 5872.791992
	Iteration 19Q: 3 clusters Score -2.034048e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -20340832.000000 Penalty: 5872.791992
	Iteration 20F: 3 clusters Score -2.034083e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 133190 members 
Entering Unmasked Estep 
Score: -20341014.000000 Penalty: 5872.791992
	Iteration 21Q: 3 clusters Score -2.034101e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -20340962.000000 Penalty: 5872.791992
	Iteration 22Q: 3 clusters Score -2.034096e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 134228 members 
Entering Unmasked Estep 
Score: -20340996.000000 Penalty: 5872.791992
	Iteration 23Q: 3 clusters Score -2.0341e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -20341060.000000 Penalty: 5872.791992
	Iteration 24Q: 3 clusters Score -2.034106e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 134913 members 
Entering Unmasked Estep 
Score: -20341060.000000 Penalty: 5872.791992
	Iteration 25Q: 3 clusters Score -2.034106e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 135159 members 
Entering Unmasked Estep 
Score: -20341162.000000 Penalty: 5872.791992
	Iteration 26Q: 3 clusters Score -2.034116e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -20341162.000000 Penalty: 5872.791992
	Iteration 27Q: 3 clusters Score -2.034116e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 135515 members 
Entering Unmasked Estep 
Score: -20341148.000000 Penalty: 5872.791992
	Iteration 28Q: 3 clusters Score -2.034115e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -20341112.000000 Penalty: 5872.791992
	Iteration 29Q: 3 clusters Score -2.034111e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -20341108.000000 Penalty: 5872.791992
	Iteration 30Q: 3 clusters Score -2.034111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -20341120.000000 Penalty: 5872.791992
	Iteration 31Q: 3 clusters Score -2.034112e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -20341138.000000 Penalty: 5872.791992
	Iteration 32Q: 3 clusters Score -2.034114e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -20341094.000000 Penalty: 5872.791992
	Iteration 33Q: 3 clusters Score -2.034109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -20341122.000000 Penalty: 5872.791992
	Iteration 34Q: 3 clusters Score -2.034112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -20341120.000000 Penalty: 5872.791992
	Iteration 35Q: 3 clusters Score -2.034112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -20341064.000000 Penalty: 5872.791992
	Iteration 36Q: 3 clusters Score -2.034106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 136149 members 
Entering Unmasked Estep 
Score: -20341066.000000 Penalty: 5872.791992
	Iteration 37Q: 3 clusters Score -2.034107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -20341078.000000 Penalty: 5872.791992
	Iteration 38Q: 3 clusters Score -2.034108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 136198 members 
Entering Unmasked Estep 
Score: -20341086.000000 Penalty: 5872.791992
	Iteration 39Q: 3 clusters Score -2.034109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -20341084.000000 Penalty: 5872.791992
	Iteration 40F: 3 clusters Score -2.034108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -20341108.000000 Penalty: 5872.791992
	Iteration 41Q: 3 clusters Score -2.034111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -20341138.000000 Penalty: 5872.791992
	Iteration 42Q: 3 clusters Score -2.034114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
Score: -20341126.000000 Penalty: 5872.791992
	Iteration 43Q: 3 clusters Score -2.034113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -20341140.000000 Penalty: 5872.791992
	Iteration 44Q: 3 clusters Score -2.034114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 136357 members 
Entering Unmasked Estep 
Score: -20341128.000000 Penalty: 5872.791992
	Iteration 45Q: 3 clusters Score -2.034113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 136370 members 
Entering Unmasked Estep 
Score: -20341136.000000 Penalty: 5872.791992
	Iteration 46Q: 3 clusters Score -2.034114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -20341132.000000 Penalty: 5872.791992
	Iteration 47Q: 3 clusters Score -2.034113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -20341114.000000 Penalty: 5872.791992
	Iteration 48Q: 3 clusters Score -2.034111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 136400 members 
Entering Unmasked Estep 
Score: -20341130.000000 Penalty: 5872.791992
	Iteration 49Q: 3 clusters Score -2.034113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -20341128.000000 Penalty: 5872.791992
	Iteration 50Q: 3 clusters Score -2.034113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -20341120.000000 Penalty: 5872.791992
	Iteration 51Q: 3 clusters Score -2.034112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 136408 members 
Entering Unmasked Estep 
Score: -20341106.000000 Penalty: 5872.791992
	Iteration 52Q: 3 clusters Score -2.034111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 136408 members 
Entering Unmasked Estep 
Score: -20341112.000000 Penalty: 5872.791992
	Iteration 53Q: 3 clusters Score -2.034111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 136410 members 
Entering Unmasked Estep 
Score: -20341106.000000 Penalty: 5872.791992
	Iteration 54Q: 3 clusters Score -2.034111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 136410 members 
Entering Unmasked Estep 
Score: -20341110.000000 Penalty: 5872.791992
	Iteration 55Q: 3 clusters Score -2.034111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 136410 members 
Entering Unmasked Estep 
Score: -20341110.000000 Penalty: 5872.791992
	Iteration 56F: 3 clusters Score -2.034111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -291941.468750 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -291941.5 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 1026 members 
Entering Unmasked Estep 
Score: -289238.593750 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -289238.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -289786.500000 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -289786.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -289957.250000 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -289957.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -290069.343750 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -290069.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -290152.156250 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -290152.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -290252.375000 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -290252.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290346.000000 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -290346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -290457.093750 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -290457.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -290657.593750 Penalty: 3805.687988
	Iteration 8F: 3 clusters Score -290657.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -290955.562500 Penalty: 3805.687988
	Iteration 9F: 3 clusters Score -290955.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -291399.531250 Penalty: 3805.687988
	Iteration 10F: 3 clusters Score -291399.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -291888.156250 Penalty: 3805.687988
	Iteration 11F: 3 clusters Score -291888.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -292160.031250 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -292160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -292213.687500 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -292213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -292229.968750 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -292230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292233.281250 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -292233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292233.343750 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -292233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292233.343750 Penalty: 3805.687988
	Iteration 17F: 3 clusters Score -292233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 33095 members 
Mstep: Class 3 contains 138733 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 39964 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17948 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 30380 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202602 members 
Mstep: Class 21 contains 88700 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116500 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 987 members 
Entering Unmasked Estep 
Score: -128936440.000000 Penalty: 95245.046875
Splitting cluster 4 changes total score from -128937712.000000 to -128936440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Entering Unmasked Estep 
Score: -1370644.375000 Penalty: 2273.756348
	Iteration 0F: 2 clusters Score -1370644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1363305.625000 Penalty: 4547.512695
	Iteration 0F: 3 clusters Score -1363306 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1365423.625000 Penalty: 4547.512695
	Iteration 1F: 3 clusters Score -1365424 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1365696.375000 Penalty: 4547.512695
	Iteration 2F: 3 clusters Score -1365696 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1365878.250000 Penalty: 4547.512695
	Iteration 3Q: 3 clusters Score -1365878 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1366027.625000 Penalty: 4547.512695
	Iteration 4Q: 3 clusters Score -1366028 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1366160.625000 Penalty: 4547.512695
	Iteration 5Q: 3 clusters Score -1366161 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1366288.125000 Penalty: 4547.512695
	Iteration 6Q: 3 clusters Score -1366288 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1366423.750000 Penalty: 4547.512695
	Iteration 7Q: 3 clusters Score -1366424 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1366572.750000 Penalty: 4547.512695
	Iteration 8Q: 3 clusters Score -1366573 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1366718.625000 Penalty: 4547.512695
	Iteration 9Q: 3 clusters Score -1366719 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1366885.875000 Penalty: 4547.512695
	Iteration 10Q: 3 clusters Score -1366886 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1367077.500000 Penalty: 4547.512695
	Iteration 11Q: 3 clusters Score -1367078 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1367274.625000 Penalty: 4547.512695
	Iteration 12Q: 3 clusters Score -1367275 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1367468.375000 Penalty: 4547.512695
	Iteration 13Q: 3 clusters Score -1367468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1367651.375000 Penalty: 4547.512695
	Iteration 14Q: 3 clusters Score -1367651 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1367841.125000 Penalty: 4547.512695
	Iteration 15Q: 3 clusters Score -1367841 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1368029.625000 Penalty: 4547.512695
	Iteration 16Q: 3 clusters Score -1368030 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1368190.375000 Penalty: 4547.512695
	Iteration 17Q: 3 clusters Score -1368190 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1368336.750000 Penalty: 4547.512695
	Iteration 18Q: 3 clusters Score -1368337 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1368438.500000 Penalty: 4547.512695
	Iteration 19Q: 3 clusters Score -1368438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1368506.375000 Penalty: 4547.512695
	Iteration 20F: 3 clusters Score -1368506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1368561.875000 Penalty: 4547.512695
	Iteration 21Q: 3 clusters Score -1368562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1368603.000000 Penalty: 4547.512695
	Iteration 22Q: 3 clusters Score -1368603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1368635.875000 Penalty: 4547.512695
	Iteration 23Q: 3 clusters Score -1368636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1368664.500000 Penalty: 4547.512695
	Iteration 24Q: 3 clusters Score -1368664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1368679.500000 Penalty: 4547.512695
	Iteration 25Q: 3 clusters Score -1368680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1368699.125000 Penalty: 4547.512695
	Iteration 26Q: 3 clusters Score -1368699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1368722.500000 Penalty: 4547.512695
	Iteration 27Q: 3 clusters Score -1368722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1368736.625000 Penalty: 4547.512695
	Iteration 28Q: 3 clusters Score -1368737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1368749.250000 Penalty: 4547.512695
	Iteration 29Q: 3 clusters Score -1368749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1368759.500000 Penalty: 4547.512695
	Iteration 30Q: 3 clusters Score -1368760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1368767.625000 Penalty: 4547.512695
	Iteration 31Q: 3 clusters Score -1368768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1368780.125000 Penalty: 4547.512695
	Iteration 32Q: 3 clusters Score -1368780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1368789.750000 Penalty: 4547.512695
	Iteration 33Q: 3 clusters Score -1368790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1368799.500000 Penalty: 4547.512695
	Iteration 34Q: 3 clusters Score -1368800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1368810.500000 Penalty: 4547.512695
	Iteration 35Q: 3 clusters Score -1368810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1368824.125000 Penalty: 4547.512695
	Iteration 36Q: 3 clusters Score -1368824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1368829.250000 Penalty: 4547.512695
	Iteration 37Q: 3 clusters Score -1368829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1368836.375000 Penalty: 4547.512695
	Iteration 38Q: 3 clusters Score -1368836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1368839.875000 Penalty: 4547.512695
	Iteration 39Q: 3 clusters Score -1368840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1368846.125000 Penalty: 4547.512695
	Iteration 40F: 3 clusters Score -1368846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1368853.000000 Penalty: 4547.512695
	Iteration 41Q: 3 clusters Score -1368853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1368855.625000 Penalty: 4547.512695
	Iteration 42Q: 3 clusters Score -1368856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1368861.500000 Penalty: 4547.512695
	Iteration 43Q: 3 clusters Score -1368862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1368863.000000 Penalty: 4547.512695
	Iteration 44Q: 3 clusters Score -1368863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1368865.125000 Penalty: 4547.512695
	Iteration 45Q: 3 clusters Score -1368865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1368867.875000 Penalty: 4547.512695
	Iteration 46Q: 3 clusters Score -1368868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1368868.875000 Penalty: 4547.512695
	Iteration 47Q: 3 clusters Score -1368869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1368872.500000 Penalty: 4547.512695
	Iteration 48Q: 3 clusters Score -1368872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1368871.625000 Penalty: 4547.512695
	Iteration 49Q: 3 clusters Score -1368872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1368875.125000 Penalty: 4547.512695
	Iteration 50Q: 3 clusters Score -1368875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1368878.875000 Penalty: 4547.512695
	Iteration 51Q: 3 clusters Score -1368879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1368880.750000 Penalty: 4547.512695
	Iteration 52Q: 3 clusters Score -1368881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1368881.875000 Penalty: 4547.512695
	Iteration 53Q: 3 clusters Score -1368882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1368882.125000 Penalty: 4547.512695
	Iteration 54Q: 3 clusters Score -1368882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1368882.750000 Penalty: 4547.512695
	Iteration 55Q: 3 clusters Score -1368883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1368883.000000 Penalty: 4547.512695
	Iteration 56Q: 3 clusters Score -1368883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1368883.000000 Penalty: 4547.512695
	Iteration 57F: 3 clusters Score -1368883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Entering Unmasked Estep 
Score: -1565334.875000 Penalty: 2326.365234
	Iteration 0F: 2 clusters Score -1565335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1556444.125000 Penalty: 4652.730469
	Iteration 0F: 3 clusters Score -1556444 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1559165.125000 Penalty: 4652.730469
	Iteration 1F: 3 clusters Score -1559165 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1559527.500000 Penalty: 4652.730469
	Iteration 2F: 3 clusters Score -1559528 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1559840.000000 Penalty: 4652.730469
	Iteration 3F: 3 clusters Score -1559840 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1560135.500000 Penalty: 4652.730469
	Iteration 4Q: 3 clusters Score -1560136 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1560442.000000 Penalty: 4652.730469
	Iteration 5Q: 3 clusters Score -1560442 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1560696.875000 Penalty: 4652.730469
	Iteration 6Q: 3 clusters Score -1560697 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1560919.250000 Penalty: 4652.730469
	Iteration 7Q: 3 clusters Score -1560919 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1561111.250000 Penalty: 4652.730469
	Iteration 8Q: 3 clusters Score -1561111 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1561261.500000 Penalty: 4652.730469
	Iteration 9Q: 3 clusters Score -1561262 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1561399.875000 Penalty: 4652.730469
	Iteration 10Q: 3 clusters Score -1561400 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1561524.375000 Penalty: 4652.730469
	Iteration 11Q: 3 clusters Score -1561524 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1561642.125000 Penalty: 4652.730469
	Iteration 12Q: 3 clusters Score -1561642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1561791.875000 Penalty: 4652.730469
	Iteration 13Q: 3 clusters Score -1561792 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1561929.875000 Penalty: 4652.730469
	Iteration 14Q: 3 clusters Score -1561930 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1562059.750000 Penalty: 4652.730469
	Iteration 15Q: 3 clusters Score -1562060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1562183.000000 Penalty: 4652.730469
	Iteration 16Q: 3 clusters Score -1562183 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1562316.625000 Penalty: 4652.730469
	Iteration 17Q: 3 clusters Score -1562317 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1562443.250000 Penalty: 4652.730469
	Iteration 18Q: 3 clusters Score -1562443 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1562567.875000 Penalty: 4652.730469
	Iteration 19Q: 3 clusters Score -1562568 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1562685.500000 Penalty: 4652.730469
	Iteration 20F: 3 clusters Score -1562686 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1562787.500000 Penalty: 4652.730469
	Iteration 21Q: 3 clusters Score -1562788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1562884.250000 Penalty: 4652.730469
	Iteration 22Q: 3 clusters Score -1562884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1562961.250000 Penalty: 4652.730469
	Iteration 23Q: 3 clusters Score -1562961 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1563044.625000 Penalty: 4652.730469
	Iteration 24Q: 3 clusters Score -1563045 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1563134.125000 Penalty: 4652.730469
	Iteration 25Q: 3 clusters Score -1563134 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1563201.500000 Penalty: 4652.730469
	Iteration 26Q: 3 clusters Score -1563202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1563267.500000 Penalty: 4652.730469
	Iteration 27Q: 3 clusters Score -1563268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1563343.500000 Penalty: 4652.730469
	Iteration 28Q: 3 clusters Score -1563344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1563382.500000 Penalty: 4652.730469
	Iteration 29Q: 3 clusters Score -1563382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1563435.750000 Penalty: 4652.730469
	Iteration 30Q: 3 clusters Score -1563436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1563494.000000 Penalty: 4652.730469
	Iteration 31Q: 3 clusters Score -1563494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1563535.750000 Penalty: 4652.730469
	Iteration 32Q: 3 clusters Score -1563536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1563566.500000 Penalty: 4652.730469
	Iteration 33Q: 3 clusters Score -1563566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1563587.000000 Penalty: 4652.730469
	Iteration 34Q: 3 clusters Score -1563587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1563595.250000 Penalty: 4652.730469
	Iteration 35Q: 3 clusters Score -1563595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1563610.500000 Penalty: 4652.730469
	Iteration 36Q: 3 clusters Score -1563610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1563628.375000 Penalty: 4652.730469
	Iteration 37Q: 3 clusters Score -1563628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1563632.500000 Penalty: 4652.730469
	Iteration 38Q: 3 clusters Score -1563632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1563635.500000 Penalty: 4652.730469
	Iteration 39Q: 3 clusters Score -1563636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1563636.250000 Penalty: 4652.730469
	Iteration 40F: 3 clusters Score -1563636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1563640.750000 Penalty: 4652.730469
	Iteration 41Q: 3 clusters Score -1563641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1563644.750000 Penalty: 4652.730469
	Iteration 42Q: 3 clusters Score -1563645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1563643.750000 Penalty: 4652.730469
	Iteration 43Q: 3 clusters Score -1563644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1563644.375000 Penalty: 4652.730469
	Iteration 44Q: 3 clusters Score -1563644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1563645.500000 Penalty: 4652.730469
	Iteration 45Q: 3 clusters Score -1563646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1563646.375000 Penalty: 4652.730469
	Iteration 46Q: 3 clusters Score -1563646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1563645.500000 Penalty: 4652.730469
	Iteration 47Q: 3 clusters Score -1563646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1563644.875000 Penalty: 4652.730469
	Iteration 48Q: 3 clusters Score -1563645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1563650.625000 Penalty: 4652.730469
	Iteration 49Q: 3 clusters Score -1563651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1563650.000000 Penalty: 4652.730469
	Iteration 50Q: 3 clusters Score -1563650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1563649.000000 Penalty: 4652.730469
	Iteration 51Q: 3 clusters Score -1563649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1563649.000000 Penalty: 4652.730469
	Iteration 52F: 3 clusters Score -1563649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Entering Unmasked Estep 
Score: -5877524.000000 Penalty: 2627.742188
	Iteration 0F: 2 clusters Score -5877524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5850524.500000 Penalty: 5255.484375
	Iteration 0F: 3 clusters Score -5850524 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5860300.000000 Penalty: 5255.484375
	Iteration 1F: 3 clusters Score -5860300 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -5860808.500000 Penalty: 5255.484375
	Iteration 2Q: 3 clusters Score -5860808 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5861336.500000 Penalty: 5255.484375
	Iteration 3Q: 3 clusters Score -5861336 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5861916.000000 Penalty: 5255.484375
	Iteration 4Q: 3 clusters Score -5861916 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5862634.000000 Penalty: 5255.484375
	Iteration 5Q: 3 clusters Score -5862634 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5863688.500000 Penalty: 5255.484375
	Iteration 6Q: 3 clusters Score -5863688 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5865033.500000 Penalty: 5255.484375
	Iteration 7Q: 3 clusters Score -5865034 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -5866842.000000 Penalty: 5255.484375
	Iteration 8F: 3 clusters Score -5866842 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5868727.500000 Penalty: 5255.484375
	Iteration 9F: 3 clusters Score -5868728 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5870368.500000 Penalty: 5255.484375
	Iteration 10F: 3 clusters Score -5870368 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5871660.500000 Penalty: 5255.484375
	Iteration 11Q: 3 clusters Score -5871660 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5872606.500000 Penalty: 5255.484375
	Iteration 12Q: 3 clusters Score -5872606 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5873325.500000 Penalty: 5255.484375
	Iteration 13Q: 3 clusters Score -5873326 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5873900.000000 Penalty: 5255.484375
	Iteration 14Q: 3 clusters Score -5873900 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5874286.000000 Penalty: 5255.484375
	Iteration 15Q: 3 clusters Score -5874286 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5874551.500000 Penalty: 5255.484375
	Iteration 16Q: 3 clusters Score -5874552 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5874768.000000 Penalty: 5255.484375
	Iteration 17Q: 3 clusters Score -5874768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5874916.000000 Penalty: 5255.484375
	Iteration 18Q: 3 clusters Score -5874916 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5875010.500000 Penalty: 5255.484375
	Iteration 19Q: 3 clusters Score -5875010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5875078.000000 Penalty: 5255.484375
	Iteration 20F: 3 clusters Score -5875078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5875140.000000 Penalty: 5255.484375
	Iteration 21Q: 3 clusters Score -5875140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5875184.000000 Penalty: 5255.484375
	Iteration 22Q: 3 clusters Score -5875184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5875221.000000 Penalty: 5255.484375
	Iteration 23Q: 3 clusters Score -5875221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5875247.500000 Penalty: 5255.484375
	Iteration 24Q: 3 clusters Score -5875248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5875266.000000 Penalty: 5255.484375
	Iteration 25Q: 3 clusters Score -5875266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5875272.000000 Penalty: 5255.484375
	Iteration 26Q: 3 clusters Score -5875272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5875284.000000 Penalty: 5255.484375
	Iteration 27Q: 3 clusters Score -5875284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5875287.000000 Penalty: 5255.484375
	Iteration 28Q: 3 clusters Score -5875287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5875293.000000 Penalty: 5255.484375
	Iteration 29Q: 3 clusters Score -5875293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5875289.000000 Penalty: 5255.484375
	Iteration 30Q: 3 clusters Score -5875289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5875300.000000 Penalty: 5255.484375
	Iteration 31Q: 3 clusters Score -5875300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5875311.000000 Penalty: 5255.484375
	Iteration 32Q: 3 clusters Score -5875311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5875315.500000 Penalty: 5255.484375
	Iteration 33Q: 3 clusters Score -5875316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5875320.000000 Penalty: 5255.484375
	Iteration 34Q: 3 clusters Score -5875320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5875317.500000 Penalty: 5255.484375
	Iteration 35Q: 3 clusters Score -5875318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5875324.500000 Penalty: 5255.484375
	Iteration 36Q: 3 clusters Score -5875324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5875333.500000 Penalty: 5255.484375
	Iteration 37Q: 3 clusters Score -5875334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5875332.000000 Penalty: 5255.484375
	Iteration 38Q: 3 clusters Score -5875332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5875336.500000 Penalty: 5255.484375
	Iteration 39Q: 3 clusters Score -5875336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5875336.500000 Penalty: 5255.484375
	Iteration 40F: 3 clusters Score -5875336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Entering Unmasked Estep 
Score: -7791624.000000 Penalty: 2701.102051
	Iteration 0F: 2 clusters Score -7791624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7755652.500000 Penalty: 5402.204102
	Iteration 0F: 3 clusters Score -7755652 nChanged 24771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -7769870.000000 Penalty: 5402.204102
	Iteration 1F: 3 clusters Score -7769870 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -7771221.500000 Penalty: 5402.204102
	Iteration 2F: 3 clusters Score -7771222 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -7773303.000000 Penalty: 5402.204102
	Iteration 3F: 3 clusters Score -7773303 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -7776258.500000 Penalty: 5402.204102
	Iteration 4F: 3 clusters Score -7776258 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -7779502.000000 Penalty: 5402.204102
	Iteration 5F: 3 clusters Score -7779502 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7782353.000000 Penalty: 5402.204102
	Iteration 6F: 3 clusters Score -7782353 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -7783896.000000 Penalty: 5402.204102
	Iteration 7F: 3 clusters Score -7783896 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7784821.000000 Penalty: 5402.204102
	Iteration 8Q: 3 clusters Score -7784821 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7785325.000000 Penalty: 5402.204102
	Iteration 9Q: 3 clusters Score -7785325 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -7785739.000000 Penalty: 5402.204102
	Iteration 10Q: 3 clusters Score -7785739 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7786050.500000 Penalty: 5402.204102
	Iteration 11Q: 3 clusters Score -7786050 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -7786254.500000 Penalty: 5402.204102
	Iteration 12Q: 3 clusters Score -7786254 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -7786466.000000 Penalty: 5402.204102
	Iteration 13Q: 3 clusters Score -7786466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -7786590.000000 Penalty: 5402.204102
	Iteration 14Q: 3 clusters Score -7786590 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -7786693.500000 Penalty: 5402.204102
	Iteration 15Q: 3 clusters Score -7786694 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -7786797.000000 Penalty: 5402.204102
	Iteration 16Q: 3 clusters Score -7786797 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -7786882.000000 Penalty: 5402.204102
	Iteration 17Q: 3 clusters Score -7786882 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7786922.000000 Penalty: 5402.204102
	Iteration 18Q: 3 clusters Score -7786922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -7786940.000000 Penalty: 5402.204102
	Iteration 19Q: 3 clusters Score -7786940 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -7786938.500000 Penalty: 5402.204102
	Iteration 20F: 3 clusters Score -7786938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7786981.500000 Penalty: 5402.204102
	Iteration 21Q: 3 clusters Score -7786982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7787000.500000 Penalty: 5402.204102
	Iteration 22Q: 3 clusters Score -7787000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7787017.000000 Penalty: 5402.204102
	Iteration 23Q: 3 clusters Score -7787017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7787014.500000 Penalty: 5402.204102
	Iteration 24Q: 3 clusters Score -7787014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7787026.000000 Penalty: 5402.204102
	Iteration 25Q: 3 clusters Score -7787026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7787021.500000 Penalty: 5402.204102
	Iteration 26Q: 3 clusters Score -7787022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -7787034.500000 Penalty: 5402.204102
	Iteration 27Q: 3 clusters Score -7787034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7787031.000000 Penalty: 5402.204102
	Iteration 28Q: 3 clusters Score -7787031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7787038.500000 Penalty: 5402.204102
	Iteration 29Q: 3 clusters Score -7787038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7787033.000000 Penalty: 5402.204102
	Iteration 30Q: 3 clusters Score -7787033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -7787019.500000 Penalty: 5402.204102
	Iteration 31Q: 3 clusters Score -7787020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7787023.000000 Penalty: 5402.204102
	Iteration 32Q: 3 clusters Score -7787023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7787015.000000 Penalty: 5402.204102
	Iteration 33Q: 3 clusters Score -7787015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -7787019.500000 Penalty: 5402.204102
	Iteration 34Q: 3 clusters Score -7787020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7787020.000000 Penalty: 5402.204102
	Iteration 35Q: 3 clusters Score -7787020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7787008.000000 Penalty: 5402.204102
	Iteration 36Q: 3 clusters Score -7787008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7787019.500000 Penalty: 5402.204102
	Iteration 37Q: 3 clusters Score -7787020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7787033.500000 Penalty: 5402.204102
	Iteration 38Q: 3 clusters Score -7787034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7787024.500000 Penalty: 5402.204102
	Iteration 39Q: 3 clusters Score -7787024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7787020.500000 Penalty: 5402.204102
	Iteration 40F: 3 clusters Score -7787020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7787015.000000 Penalty: 5402.204102
	Iteration 41Q: 3 clusters Score -7787015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7787014.500000 Penalty: 5402.204102
	Iteration 42Q: 3 clusters Score -7787014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7787018.500000 Penalty: 5402.204102
	Iteration 43Q: 3 clusters Score -7787018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7787025.000000 Penalty: 5402.204102
	Iteration 44Q: 3 clusters Score -7787025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7787025.000000 Penalty: 5402.204102
	Iteration 45F: 3 clusters Score -7787025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Entering Unmasked Estep 
Score: -5699730.500000 Penalty: 2626.672363
	Iteration 0F: 2 clusters Score -5699730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -5672936.000000 Penalty: 5253.344727
	Iteration 0F: 3 clusters Score -5672936 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5683119.000000 Penalty: 5253.344727
	Iteration 1F: 3 clusters Score -5683119 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -5684179.000000 Penalty: 5253.344727
	Iteration 2F: 3 clusters Score -5684179 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5685680.500000 Penalty: 5253.344727
	Iteration 3F: 3 clusters Score -5685680 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5687516.000000 Penalty: 5253.344727
	Iteration 4F: 3 clusters Score -5687516 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5689594.500000 Penalty: 5253.344727
	Iteration 5F: 3 clusters Score -5689594 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5691573.500000 Penalty: 5253.344727
	Iteration 6F: 3 clusters Score -5691574 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5693494.000000 Penalty: 5253.344727
	Iteration 7F: 3 clusters Score -5693494 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -5695045.500000 Penalty: 5253.344727
	Iteration 8F: 3 clusters Score -5695046 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5696239.500000 Penalty: 5253.344727
	Iteration 9Q: 3 clusters Score -5696240 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5696942.000000 Penalty: 5253.344727
	Iteration 10Q: 3 clusters Score -5696942 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5697322.500000 Penalty: 5253.344727
	Iteration 11Q: 3 clusters Score -5697322 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -5697526.500000 Penalty: 5253.344727
	Iteration 12Q: 3 clusters Score -5697526 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5697659.500000 Penalty: 5253.344727
	Iteration 13Q: 3 clusters Score -5697660 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -5697790.000000 Penalty: 5253.344727
	Iteration 14Q: 3 clusters Score -5697790 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5697901.500000 Penalty: 5253.344727
	Iteration 15Q: 3 clusters Score -5697902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5698000.000000 Penalty: 5253.344727
	Iteration 16Q: 3 clusters Score -5698000 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -5698089.500000 Penalty: 5253.344727
	Iteration 17Q: 3 clusters Score -5698090 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5698167.500000 Penalty: 5253.344727
	Iteration 18Q: 3 clusters Score -5698168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -5698247.000000 Penalty: 5253.344727
	Iteration 19Q: 3 clusters Score -5698247 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5698307.500000 Penalty: 5253.344727
	Iteration 20F: 3 clusters Score -5698308 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -5698348.000000 Penalty: 5253.344727
	Iteration 21Q: 3 clusters Score -5698348 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5698402.000000 Penalty: 5253.344727
	Iteration 22Q: 3 clusters Score -5698402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5698449.000000 Penalty: 5253.344727
	Iteration 23Q: 3 clusters Score -5698449 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -5698478.000000 Penalty: 5253.344727
	Iteration 24Q: 3 clusters Score -5698478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5698502.000000 Penalty: 5253.344727
	Iteration 25Q: 3 clusters Score -5698502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5698529.500000 Penalty: 5253.344727
	Iteration 26Q: 3 clusters Score -5698530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -5698540.000000 Penalty: 5253.344727
	Iteration 27Q: 3 clusters Score -5698540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5698560.000000 Penalty: 5253.344727
	Iteration 28Q: 3 clusters Score -5698560 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5698566.000000 Penalty: 5253.344727
	Iteration 29Q: 3 clusters Score -5698566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5698566.000000 Penalty: 5253.344727
	Iteration 30Q: 3 clusters Score -5698566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -5698576.500000 Penalty: 5253.344727
	Iteration 31Q: 3 clusters Score -5698576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5698600.500000 Penalty: 5253.344727
	Iteration 32Q: 3 clusters Score -5698600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -5698619.000000 Penalty: 5253.344727
	Iteration 33Q: 3 clusters Score -5698619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5698645.500000 Penalty: 5253.344727
	Iteration 34Q: 3 clusters Score -5698646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5698673.500000 Penalty: 5253.344727
	Iteration 35Q: 3 clusters Score -5698674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -5698678.500000 Penalty: 5253.344727
	Iteration 36Q: 3 clusters Score -5698678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -5698684.500000 Penalty: 5253.344727
	Iteration 37Q: 3 clusters Score -5698684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5698688.000000 Penalty: 5253.344727
	Iteration 38Q: 3 clusters Score -5698688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5698696.000000 Penalty: 5253.344727
	Iteration 39Q: 3 clusters Score -5698696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -5698702.000000 Penalty: 5253.344727
	Iteration 40F: 3 clusters Score -5698702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5698704.500000 Penalty: 5253.344727
	Iteration 41Q: 3 clusters Score -5698704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -5698708.500000 Penalty: 5253.344727
	Iteration 42Q: 3 clusters Score -5698708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -5698724.500000 Penalty: 5253.344727
	Iteration 43Q: 3 clusters Score -5698724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5698728.000000 Penalty: 5253.344727
	Iteration 44Q: 3 clusters Score -5698728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5698736.000000 Penalty: 5253.344727
	Iteration 45Q: 3 clusters Score -5698736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5698735.000000 Penalty: 5253.344727
	Iteration 46Q: 3 clusters Score -5698735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5698739.500000 Penalty: 5253.344727
	Iteration 47Q: 3 clusters Score -5698740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5698734.500000 Penalty: 5253.344727
	Iteration 48Q: 3 clusters Score -5698734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5698752.000000 Penalty: 5253.344727
	Iteration 49Q: 3 clusters Score -5698752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5698749.500000 Penalty: 5253.344727
	Iteration 50Q: 3 clusters Score -5698750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5698754.000000 Penalty: 5253.344727
	Iteration 51Q: 3 clusters Score -5698754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5698750.500000 Penalty: 5253.344727
	Iteration 52Q: 3 clusters Score -5698750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -5698757.500000 Penalty: 5253.344727
	Iteration 53Q: 3 clusters Score -5698758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5698747.500000 Penalty: 5253.344727
	Iteration 54Q: 3 clusters Score -5698748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5698752.000000 Penalty: 5253.344727
	Iteration 55Q: 3 clusters Score -5698752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5698754.000000 Penalty: 5253.344727
	Iteration 56Q: 3 clusters Score -5698754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5698758.500000 Penalty: 5253.344727
	Iteration 57Q: 3 clusters Score -5698758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5698762.500000 Penalty: 5253.344727
	Iteration 58Q: 3 clusters Score -5698762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5698762.500000 Penalty: 5253.344727
	Iteration 59Q: 3 clusters Score -5698762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5698760.500000 Penalty: 5253.344727
	Iteration 60F: 3 clusters Score -5698760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5698764.000000 Penalty: 5253.344727
	Iteration 61Q: 3 clusters Score -5698764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5698758.500000 Penalty: 5253.344727
	Iteration 62Q: 3 clusters Score -5698758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5698766.500000 Penalty: 5253.344727
	Iteration 63Q: 3 clusters Score -5698766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5698779.000000 Penalty: 5253.344727
	Iteration 64Q: 3 clusters Score -5698779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5698768.000000 Penalty: 5253.344727
	Iteration 65Q: 3 clusters Score -5698768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -5698772.000000 Penalty: 5253.344727
	Iteration 66Q: 3 clusters Score -5698772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5698774.500000 Penalty: 5253.344727
	Iteration 67Q: 3 clusters Score -5698774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -5698777.500000 Penalty: 5253.344727
	Iteration 68Q: 3 clusters Score -5698778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5698773.500000 Penalty: 5253.344727
	Iteration 69Q: 3 clusters Score -5698774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5698772.500000 Penalty: 5253.344727
	Iteration 70Q: 3 clusters Score -5698772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5698773.000000 Penalty: 5253.344727
	Iteration 71Q: 3 clusters Score -5698773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5698769.000000 Penalty: 5253.344727
	Iteration 72Q: 3 clusters Score -5698769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -5698775.000000 Penalty: 5253.344727
	Iteration 73Q: 3 clusters Score -5698775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -5698775.500000 Penalty: 5253.344727
	Iteration 74Q: 3 clusters Score -5698776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -5698777.000000 Penalty: 5253.344727
	Iteration 75Q: 3 clusters Score -5698777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -5698778.500000 Penalty: 5253.344727
	Iteration 76Q: 3 clusters Score -5698778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5698777.500000 Penalty: 5253.344727
	Iteration 77Q: 3 clusters Score -5698778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5698777.500000 Penalty: 5253.344727
	Iteration 78Q: 3 clusters Score -5698778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5698778.000000 Penalty: 5253.344727
	Iteration 79Q: 3 clusters Score -5698778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5698778.000000 Penalty: 5253.344727
	Iteration 80F: 3 clusters Score -5698778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -930494.625000 Penalty: 2192.858398
	Iteration 0F: 2 clusters Score -930494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -924776.750000 Penalty: 4385.716797
	Iteration 0F: 3 clusters Score -924776.8 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -926734.500000 Penalty: 4385.716797
	Iteration 1F: 3 clusters Score -926734.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -927383.687500 Penalty: 4385.716797
	Iteration 2F: 3 clusters Score -927383.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -927889.812500 Penalty: 4385.716797
	Iteration 3F: 3 clusters Score -927889.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -928200.375000 Penalty: 4385.716797
	Iteration 4F: 3 clusters Score -928200.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -928439.000000 Penalty: 4385.716797
	Iteration 5F: 3 clusters Score -928439 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -928632.875000 Penalty: 4385.716797
	Iteration 6Q: 3 clusters Score -928632.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -928796.875000 Penalty: 4385.716797
	Iteration 7Q: 3 clusters Score -928796.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -928935.875000 Penalty: 4385.716797
	Iteration 8Q: 3 clusters Score -928935.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -929099.625000 Penalty: 4385.716797
	Iteration 9Q: 3 clusters Score -929099.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -929230.625000 Penalty: 4385.716797
	Iteration 10Q: 3 clusters Score -929230.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -929326.625000 Penalty: 4385.716797
	Iteration 11Q: 3 clusters Score -929326.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -929386.312500 Penalty: 4385.716797
	Iteration 12Q: 3 clusters Score -929386.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -929416.750000 Penalty: 4385.716797
	Iteration 13Q: 3 clusters Score -929416.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -929442.000000 Penalty: 4385.716797
	Iteration 14Q: 3 clusters Score -929442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -929458.125000 Penalty: 4385.716797
	Iteration 15Q: 3 clusters Score -929458.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -929476.687500 Penalty: 4385.716797
	Iteration 16Q: 3 clusters Score -929476.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -929498.687500 Penalty: 4385.716797
	Iteration 17Q: 3 clusters Score -929498.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -929512.500000 Penalty: 4385.716797
	Iteration 18Q: 3 clusters Score -929512.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -929530.500000 Penalty: 4385.716797
	Iteration 19Q: 3 clusters Score -929530.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -929542.312500 Penalty: 4385.716797
	Iteration 20F: 3 clusters Score -929542.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -929554.687500 Penalty: 4385.716797
	Iteration 21Q: 3 clusters Score -929554.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -929566.062500 Penalty: 4385.716797
	Iteration 22Q: 3 clusters Score -929566.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -929578.187500 Penalty: 4385.716797
	Iteration 23Q: 3 clusters Score -929578.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -929590.125000 Penalty: 4385.716797
	Iteration 24Q: 3 clusters Score -929590.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -929605.187500 Penalty: 4385.716797
	Iteration 25Q: 3 clusters Score -929605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -929614.062500 Penalty: 4385.716797
	Iteration 26Q: 3 clusters Score -929614.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -929620.375000 Penalty: 4385.716797
	Iteration 27Q: 3 clusters Score -929620.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -929623.750000 Penalty: 4385.716797
	Iteration 28Q: 3 clusters Score -929623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -929632.125000 Penalty: 4385.716797
	Iteration 29Q: 3 clusters Score -929632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -929636.312500 Penalty: 4385.716797
	Iteration 30Q: 3 clusters Score -929636.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -929643.125000 Penalty: 4385.716797
	Iteration 31Q: 3 clusters Score -929643.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -929654.062500 Penalty: 4385.716797
	Iteration 32Q: 3 clusters Score -929654.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -929656.812500 Penalty: 4385.716797
	Iteration 33Q: 3 clusters Score -929656.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -929664.312500 Penalty: 4385.716797
	Iteration 34Q: 3 clusters Score -929664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -929668.125000 Penalty: 4385.716797
	Iteration 35Q: 3 clusters Score -929668.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -929675.312500 Penalty: 4385.716797
	Iteration 36Q: 3 clusters Score -929675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -929677.937500 Penalty: 4385.716797
	Iteration 37Q: 3 clusters Score -929677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -929681.687500 Penalty: 4385.716797
	Iteration 38Q: 3 clusters Score -929681.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -929686.187500 Penalty: 4385.716797
	Iteration 39Q: 3 clusters Score -929686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -929693.875000 Penalty: 4385.716797
	Iteration 40F: 3 clusters Score -929693.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -929697.000000 Penalty: 4385.716797
	Iteration 41Q: 3 clusters Score -929697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -929701.625000 Penalty: 4385.716797
	Iteration 42Q: 3 clusters Score -929701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -929707.937500 Penalty: 4385.716797
	Iteration 43Q: 3 clusters Score -929707.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -929713.750000 Penalty: 4385.716797
	Iteration 44Q: 3 clusters Score -929713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -929715.687500 Penalty: 4385.716797
	Iteration 45Q: 3 clusters Score -929715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -929717.375000 Penalty: 4385.716797
	Iteration 46Q: 3 clusters Score -929717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -929722.250000 Penalty: 4385.716797
	Iteration 47Q: 3 clusters Score -929722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -929725.875000 Penalty: 4385.716797
	Iteration 48Q: 3 clusters Score -929725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -929727.562500 Penalty: 4385.716797
	Iteration 49Q: 3 clusters Score -929727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -929728.437500 Penalty: 4385.716797
	Iteration 50Q: 3 clusters Score -929728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -929728.812500 Penalty: 4385.716797
	Iteration 51Q: 3 clusters Score -929728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -929730.625000 Penalty: 4385.716797
	Iteration 52Q: 3 clusters Score -929730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -929733.875000 Penalty: 4385.716797
	Iteration 53Q: 3 clusters Score -929733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -929733.062500 Penalty: 4385.716797
	Iteration 54Q: 3 clusters Score -929733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -929733.750000 Penalty: 4385.716797
	Iteration 55Q: 3 clusters Score -929733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -929733.437500 Penalty: 4385.716797
	Iteration 56Q: 3 clusters Score -929733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -929733.375000 Penalty: 4385.716797
	Iteration 57Q: 3 clusters Score -929733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -929734.125000 Penalty: 4385.716797
	Iteration 58Q: 3 clusters Score -929734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -929734.125000 Penalty: 4385.716797
	Iteration 59Q: 3 clusters Score -929734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -929734.625000 Penalty: 4385.716797
	Iteration 60F: 3 clusters Score -929734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -929733.375000 Penalty: 4385.716797
	Iteration 61Q: 3 clusters Score -929733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -929736.937500 Penalty: 4385.716797
	Iteration 62Q: 3 clusters Score -929736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -929735.812500 Penalty: 4385.716797
	Iteration 63Q: 3 clusters Score -929735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -929735.812500 Penalty: 4385.716797
	Iteration 64F: 3 clusters Score -929735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -492315.281250 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -492315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -488422.281250 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -488422.3 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -489349.843750 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -489349.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -489554.843750 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -489554.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -489730.281250 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -489730.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -489898.031250 Penalty: 4124.156738
	Iteration 4F: 3 clusters Score -489898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -490049.093750 Penalty: 4124.156738
	Iteration 5Q: 3 clusters Score -490049.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -490201.656250 Penalty: 4124.156738
	Iteration 6Q: 3 clusters Score -490201.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -490354.625000 Penalty: 4124.156738
	Iteration 7Q: 3 clusters Score -490354.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -490495.000000 Penalty: 4124.156738
	Iteration 8Q: 3 clusters Score -490495 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -490604.843750 Penalty: 4124.156738
	Iteration 9Q: 3 clusters Score -490604.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -490685.718750 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -490685.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -490750.406250 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -490750.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -490797.218750 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -490797.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -490838.781250 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -490838.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -490877.718750 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -490877.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -490922.281250 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -490922.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -490958.781250 Penalty: 4124.156738
	Iteration 16Q: 3 clusters Score -490958.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -490982.156250 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -490982.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -490994.500000 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -490994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -491006.343750 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -491006.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -491016.562500 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -491016.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -491024.218750 Penalty: 4124.156738
	Iteration 21Q: 3 clusters Score -491024.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -491030.718750 Penalty: 4124.156738
	Iteration 22Q: 3 clusters Score -491030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -491039.468750 Penalty: 4124.156738
	Iteration 23Q: 3 clusters Score -491039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -491042.875000 Penalty: 4124.156738
	Iteration 24Q: 3 clusters Score -491042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -491045.531250 Penalty: 4124.156738
	Iteration 25Q: 3 clusters Score -491045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -491048.187500 Penalty: 4124.156738
	Iteration 26Q: 3 clusters Score -491048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -491050.281250 Penalty: 4124.156738
	Iteration 27Q: 3 clusters Score -491050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -491052.250000 Penalty: 4124.156738
	Iteration 28Q: 3 clusters Score -491052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -491053.531250 Penalty: 4124.156738
	Iteration 29Q: 3 clusters Score -491053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -491054.437500 Penalty: 4124.156738
	Iteration 30Q: 3 clusters Score -491054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -491056.250000 Penalty: 4124.156738
	Iteration 31Q: 3 clusters Score -491056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -491059.562500 Penalty: 4124.156738
	Iteration 32Q: 3 clusters Score -491059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -491060.812500 Penalty: 4124.156738
	Iteration 33Q: 3 clusters Score -491060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -491063.687500 Penalty: 4124.156738
	Iteration 34Q: 3 clusters Score -491063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -491066.656250 Penalty: 4124.156738
	Iteration 35Q: 3 clusters Score -491066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -491071.906250 Penalty: 4124.156738
	Iteration 36Q: 3 clusters Score -491071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -491077.406250 Penalty: 4124.156738
	Iteration 37Q: 3 clusters Score -491077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -491080.343750 Penalty: 4124.156738
	Iteration 38Q: 3 clusters Score -491080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -491082.312500 Penalty: 4124.156738
	Iteration 39Q: 3 clusters Score -491082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -491082.687500 Penalty: 4124.156738
	Iteration 40F: 3 clusters Score -491082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -491083.125000 Penalty: 4124.156738
	Iteration 41Q: 3 clusters Score -491083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -491083.000000 Penalty: 4124.156738
	Iteration 42Q: 3 clusters Score -491083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -491083.000000 Penalty: 4124.156738
	Iteration 43F: 3 clusters Score -491083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Entering Unmasked Estep 
Score: -2497126.000000 Penalty: 2429.218018
	Iteration 0F: 2 clusters Score -2497126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2484366.000000 Penalty: 4858.436035
	Iteration 0F: 3 clusters Score -2484366 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2488447.500000 Penalty: 4858.436035
	Iteration 1F: 3 clusters Score -2488448 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2488793.000000 Penalty: 4858.436035
	Iteration 2F: 3 clusters Score -2488793 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2489089.750000 Penalty: 4858.436035
	Iteration 3Q: 3 clusters Score -2489090 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2489330.750000 Penalty: 4858.436035
	Iteration 4Q: 3 clusters Score -2489331 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2489518.500000 Penalty: 4858.436035
	Iteration 5Q: 3 clusters Score -2489518 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2489686.250000 Penalty: 4858.436035
	Iteration 6Q: 3 clusters Score -2489686 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2489857.750000 Penalty: 4858.436035
	Iteration 7Q: 3 clusters Score -2489858 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2490042.250000 Penalty: 4858.436035
	Iteration 8Q: 3 clusters Score -2490042 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2490215.500000 Penalty: 4858.436035
	Iteration 9Q: 3 clusters Score -2490216 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2490452.000000 Penalty: 4858.436035
	Iteration 10Q: 3 clusters Score -2490452 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2490735.000000 Penalty: 4858.436035
	Iteration 11Q: 3 clusters Score -2490735 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2491027.250000 Penalty: 4858.436035
	Iteration 12Q: 3 clusters Score -2491027 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2491371.750000 Penalty: 4858.436035
	Iteration 13Q: 3 clusters Score -2491372 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2491783.000000 Penalty: 4858.436035
	Iteration 14Q: 3 clusters Score -2491783 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2492231.250000 Penalty: 4858.436035
	Iteration 15Q: 3 clusters Score -2492231 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2492669.500000 Penalty: 4858.436035
	Iteration 16Q: 3 clusters Score -2492670 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2493053.500000 Penalty: 4858.436035
	Iteration 17Q: 3 clusters Score -2493054 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2493369.750000 Penalty: 4858.436035
	Iteration 18Q: 3 clusters Score -2493370 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2493589.000000 Penalty: 4858.436035
	Iteration 19Q: 3 clusters Score -2493589 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2493742.000000 Penalty: 4858.436035
	Iteration 20F: 3 clusters Score -2493742 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2493853.250000 Penalty: 4858.436035
	Iteration 21Q: 3 clusters Score -2493853 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2493941.500000 Penalty: 4858.436035
	Iteration 22Q: 3 clusters Score -2493942 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2494031.500000 Penalty: 4858.436035
	Iteration 23Q: 3 clusters Score -2494032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2494105.500000 Penalty: 4858.436035
	Iteration 24Q: 3 clusters Score -2494106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2494190.000000 Penalty: 4858.436035
	Iteration 25Q: 3 clusters Score -2494190 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2494254.500000 Penalty: 4858.436035
	Iteration 26Q: 3 clusters Score -2494254 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2494314.000000 Penalty: 4858.436035
	Iteration 27Q: 3 clusters Score -2494314 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2494367.250000 Penalty: 4858.436035
	Iteration 28Q: 3 clusters Score -2494367 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2494437.750000 Penalty: 4858.436035
	Iteration 29Q: 3 clusters Score -2494438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2494474.750000 Penalty: 4858.436035
	Iteration 30Q: 3 clusters Score -2494475 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2494528.250000 Penalty: 4858.436035
	Iteration 31Q: 3 clusters Score -2494528 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2494574.500000 Penalty: 4858.436035
	Iteration 32Q: 3 clusters Score -2494574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2494617.250000 Penalty: 4858.436035
	Iteration 33Q: 3 clusters Score -2494617 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2494668.750000 Penalty: 4858.436035
	Iteration 34Q: 3 clusters Score -2494669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2494725.750000 Penalty: 4858.436035
	Iteration 35Q: 3 clusters Score -2494726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2494775.500000 Penalty: 4858.436035
	Iteration 36Q: 3 clusters Score -2494776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2494819.500000 Penalty: 4858.436035
	Iteration 37Q: 3 clusters Score -2494820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2494848.500000 Penalty: 4858.436035
	Iteration 38Q: 3 clusters Score -2494848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2494868.250000 Penalty: 4858.436035
	Iteration 39Q: 3 clusters Score -2494868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2494894.750000 Penalty: 4858.436035
	Iteration 40F: 3 clusters Score -2494895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2494910.750000 Penalty: 4858.436035
	Iteration 41Q: 3 clusters Score -2494911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2494930.000000 Penalty: 4858.436035
	Iteration 42Q: 3 clusters Score -2494930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2494952.500000 Penalty: 4858.436035
	Iteration 43Q: 3 clusters Score -2494952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2494981.250000 Penalty: 4858.436035
	Iteration 44Q: 3 clusters Score -2494981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2495005.750000 Penalty: 4858.436035
	Iteration 45Q: 3 clusters Score -2495006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2495022.750000 Penalty: 4858.436035
	Iteration 46Q: 3 clusters Score -2495023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2495044.000000 Penalty: 4858.436035
	Iteration 47Q: 3 clusters Score -2495044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2495061.250000 Penalty: 4858.436035
	Iteration 48Q: 3 clusters Score -2495061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2495067.000000 Penalty: 4858.436035
	Iteration 49Q: 3 clusters Score -2495067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2495083.500000 Penalty: 4858.436035
	Iteration 50Q: 3 clusters Score -2495084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2495090.500000 Penalty: 4858.436035
	Iteration 51Q: 3 clusters Score -2495090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2495103.250000 Penalty: 4858.436035
	Iteration 52Q: 3 clusters Score -2495103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2495117.500000 Penalty: 4858.436035
	Iteration 53Q: 3 clusters Score -2495118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2495126.500000 Penalty: 4858.436035
	Iteration 54Q: 3 clusters Score -2495126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2495141.250000 Penalty: 4858.436035
	Iteration 55Q: 3 clusters Score -2495141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2495150.250000 Penalty: 4858.436035
	Iteration 56Q: 3 clusters Score -2495150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2495164.250000 Penalty: 4858.436035
	Iteration 57Q: 3 clusters Score -2495164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2495185.500000 Penalty: 4858.436035
	Iteration 58Q: 3 clusters Score -2495186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2495189.750000 Penalty: 4858.436035
	Iteration 59Q: 3 clusters Score -2495190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2495193.500000 Penalty: 4858.436035
	Iteration 60F: 3 clusters Score -2495194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2495201.500000 Penalty: 4858.436035
	Iteration 61Q: 3 clusters Score -2495202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2495205.750000 Penalty: 4858.436035
	Iteration 62Q: 3 clusters Score -2495206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2495215.000000 Penalty: 4858.436035
	Iteration 63Q: 3 clusters Score -2495215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2495225.250000 Penalty: 4858.436035
	Iteration 64Q: 3 clusters Score -2495225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2495229.500000 Penalty: 4858.436035
	Iteration 65Q: 3 clusters Score -2495230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2495239.250000 Penalty: 4858.436035
	Iteration 66Q: 3 clusters Score -2495239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2495244.500000 Penalty: 4858.436035
	Iteration 67Q: 3 clusters Score -2495244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2495251.500000 Penalty: 4858.436035
	Iteration 68Q: 3 clusters Score -2495252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2495258.250000 Penalty: 4858.436035
	Iteration 69Q: 3 clusters Score -2495258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2495254.500000 Penalty: 4858.436035
	Iteration 70Q: 3 clusters Score -2495254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2495256.500000 Penalty: 4858.436035
	Iteration 71Q: 3 clusters Score -2495256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2495255.750000 Penalty: 4858.436035
	Iteration 72Q: 3 clusters Score -2495256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2495259.750000 Penalty: 4858.436035
	Iteration 73Q: 3 clusters Score -2495260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2495258.750000 Penalty: 4858.436035
	Iteration 74Q: 3 clusters Score -2495259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2495264.000000 Penalty: 4858.436035
	Iteration 75Q: 3 clusters Score -2495264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2495265.250000 Penalty: 4858.436035
	Iteration 76Q: 3 clusters Score -2495265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2495267.750000 Penalty: 4858.436035
	Iteration 77Q: 3 clusters Score -2495268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2495272.000000 Penalty: 4858.436035
	Iteration 78Q: 3 clusters Score -2495272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2495269.750000 Penalty: 4858.436035
	Iteration 79Q: 3 clusters Score -2495270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2495277.000000 Penalty: 4858.436035
	Iteration 80F: 3 clusters Score -2495277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2495273.750000 Penalty: 4858.436035
	Iteration 81Q: 3 clusters Score -2495274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2495283.000000 Penalty: 4858.436035
	Iteration 82Q: 3 clusters Score -2495283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2495279.750000 Penalty: 4858.436035
	Iteration 83Q: 3 clusters Score -2495280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2495287.750000 Penalty: 4858.436035
	Iteration 84Q: 3 clusters Score -2495288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2495295.000000 Penalty: 4858.436035
	Iteration 85Q: 3 clusters Score -2495295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2495295.250000 Penalty: 4858.436035
	Iteration 86Q: 3 clusters Score -2495295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2495294.250000 Penalty: 4858.436035
	Iteration 87Q: 3 clusters Score -2495294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2495299.250000 Penalty: 4858.436035
	Iteration 88Q: 3 clusters Score -2495299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2495299.750000 Penalty: 4858.436035
	Iteration 89Q: 3 clusters Score -2495300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2495301.750000 Penalty: 4858.436035
	Iteration 90Q: 3 clusters Score -2495302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2495304.000000 Penalty: 4858.436035
	Iteration 91Q: 3 clusters Score -2495304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2495309.750000 Penalty: 4858.436035
	Iteration 92Q: 3 clusters Score -2495310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2495309.750000 Penalty: 4858.436035
	Iteration 93Q: 3 clusters Score -2495310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2495307.500000 Penalty: 4858.436035
	Iteration 94Q: 3 clusters Score -2495308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2495310.000000 Penalty: 4858.436035
	Iteration 95Q: 3 clusters Score -2495310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2495311.500000 Penalty: 4858.436035
	Iteration 96Q: 3 clusters Score -2495312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2495311.250000 Penalty: 4858.436035
	Iteration 97Q: 3 clusters Score -2495311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2495313.250000 Penalty: 4858.436035
	Iteration 98Q: 3 clusters Score -2495313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2495316.250000 Penalty: 4858.436035
	Iteration 99Q: 3 clusters Score -2495316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2495320.750000 Penalty: 4858.436035
	Iteration 100F: 3 clusters Score -2495321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2495330.750000 Penalty: 4858.436035
	Iteration 101Q: 3 clusters Score -2495331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2495337.750000 Penalty: 4858.436035
	Iteration 102Q: 3 clusters Score -2495338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2495343.500000 Penalty: 4858.436035
	Iteration 103Q: 3 clusters Score -2495344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2495351.500000 Penalty: 4858.436035
	Iteration 104Q: 3 clusters Score -2495352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2495354.250000 Penalty: 4858.436035
	Iteration 105Q: 3 clusters Score -2495354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2495360.250000 Penalty: 4858.436035
	Iteration 106Q: 3 clusters Score -2495360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2495366.500000 Penalty: 4858.436035
	Iteration 107Q: 3 clusters Score -2495366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2495372.250000 Penalty: 4858.436035
	Iteration 108Q: 3 clusters Score -2495372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2495371.750000 Penalty: 4858.436035
	Iteration 109Q: 3 clusters Score -2495372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2495375.500000 Penalty: 4858.436035
	Iteration 110Q: 3 clusters Score -2495376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2495379.500000 Penalty: 4858.436035
	Iteration 111Q: 3 clusters Score -2495380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2495379.250000 Penalty: 4858.436035
	Iteration 112Q: 3 clusters Score -2495379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2495382.000000 Penalty: 4858.436035
	Iteration 113Q: 3 clusters Score -2495382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2495379.750000 Penalty: 4858.436035
	Iteration 114Q: 3 clusters Score -2495380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2495384.000000 Penalty: 4858.436035
	Iteration 115Q: 3 clusters Score -2495384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2495387.000000 Penalty: 4858.436035
	Iteration 116Q: 3 clusters Score -2495387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2495390.500000 Penalty: 4858.436035
	Iteration 117Q: 3 clusters Score -2495390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2495395.000000 Penalty: 4858.436035
	Iteration 118Q: 3 clusters Score -2495395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2495393.750000 Penalty: 4858.436035
	Iteration 119Q: 3 clusters Score -2495394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2495396.000000 Penalty: 4858.436035
	Iteration 120F: 3 clusters Score -2495396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2495394.500000 Penalty: 4858.436035
	Iteration 121Q: 3 clusters Score -2495394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2495404.750000 Penalty: 4858.436035
	Iteration 122Q: 3 clusters Score -2495405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2495399.750000 Penalty: 4858.436035
	Iteration 123Q: 3 clusters Score -2495400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2495399.500000 Penalty: 4858.436035
	Iteration 124Q: 3 clusters Score -2495400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2495402.000000 Penalty: 4858.436035
	Iteration 125Q: 3 clusters Score -2495402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2495401.250000 Penalty: 4858.436035
	Iteration 126Q: 3 clusters Score -2495401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2495404.250000 Penalty: 4858.436035
	Iteration 127Q: 3 clusters Score -2495404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2495407.750000 Penalty: 4858.436035
	Iteration 128Q: 3 clusters Score -2495408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2495409.000000 Penalty: 4858.436035
	Iteration 129Q: 3 clusters Score -2495409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2495411.500000 Penalty: 4858.436035
	Iteration 130Q: 3 clusters Score -2495412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2495411.500000 Penalty: 4858.436035
	Iteration 131F: 3 clusters Score -2495412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -1285694.375000 Penalty: 2273.238281
	Iteration 0F: 2 clusters Score -1285694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1278352.500000 Penalty: 4546.476562
	Iteration 0F: 3 clusters Score -1278352 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1280521.375000 Penalty: 4546.476562
	Iteration 1F: 3 clusters Score -1280521 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1281018.875000 Penalty: 4546.476562
	Iteration 2F: 3 clusters Score -1281019 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1281469.250000 Penalty: 4546.476562
	Iteration 3F: 3 clusters Score -1281469 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1281883.750000 Penalty: 4546.476562
	Iteration 4F: 3 clusters Score -1281884 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1282278.625000 Penalty: 4546.476562
	Iteration 5F: 3 clusters Score -1282279 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1282679.125000 Penalty: 4546.476562
	Iteration 6F: 3 clusters Score -1282679 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1283011.250000 Penalty: 4546.476562
	Iteration 7F: 3 clusters Score -1283011 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1283293.000000 Penalty: 4546.476562
	Iteration 8Q: 3 clusters Score -1283293 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1283501.125000 Penalty: 4546.476562
	Iteration 9Q: 3 clusters Score -1283501 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1283637.875000 Penalty: 4546.476562
	Iteration 10Q: 3 clusters Score -1283638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1283746.750000 Penalty: 4546.476562
	Iteration 11Q: 3 clusters Score -1283747 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1283834.500000 Penalty: 4546.476562
	Iteration 12Q: 3 clusters Score -1283834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1283908.375000 Penalty: 4546.476562
	Iteration 13Q: 3 clusters Score -1283908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1283992.000000 Penalty: 4546.476562
	Iteration 14Q: 3 clusters Score -1283992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1284085.250000 Penalty: 4546.476562
	Iteration 15Q: 3 clusters Score -1284085 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1284207.000000 Penalty: 4546.476562
	Iteration 16Q: 3 clusters Score -1284207 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1284349.750000 Penalty: 4546.476562
	Iteration 17Q: 3 clusters Score -1284350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1284483.000000 Penalty: 4546.476562
	Iteration 18Q: 3 clusters Score -1284483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1284576.375000 Penalty: 4546.476562
	Iteration 19Q: 3 clusters Score -1284576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1284660.125000 Penalty: 4546.476562
	Iteration 20F: 3 clusters Score -1284660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1284753.500000 Penalty: 4546.476562
	Iteration 21Q: 3 clusters Score -1284754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1284806.750000 Penalty: 4546.476562
	Iteration 22Q: 3 clusters Score -1284807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1284824.250000 Penalty: 4546.476562
	Iteration 23Q: 3 clusters Score -1284824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1284833.750000 Penalty: 4546.476562
	Iteration 24Q: 3 clusters Score -1284834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1284840.125000 Penalty: 4546.476562
	Iteration 25Q: 3 clusters Score -1284840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1284844.000000 Penalty: 4546.476562
	Iteration 26Q: 3 clusters Score -1284844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1284848.875000 Penalty: 4546.476562
	Iteration 27Q: 3 clusters Score -1284849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1284847.125000 Penalty: 4546.476562
	Iteration 28Q: 3 clusters Score -1284847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1284848.125000 Penalty: 4546.476562
	Iteration 29Q: 3 clusters Score -1284848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1284850.375000 Penalty: 4546.476562
	Iteration 30Q: 3 clusters Score -1284850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1284851.500000 Penalty: 4546.476562
	Iteration 31Q: 3 clusters Score -1284852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1284851.500000 Penalty: 4546.476562
	Iteration 32F: 3 clusters Score -1284852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -783418.062500 Penalty: 2133.089355
	Iteration 0F: 2 clusters Score -783418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -778638.375000 Penalty: 4266.178711
	Iteration 0F: 3 clusters Score -778638.4 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -779858.125000 Penalty: 4266.178711
	Iteration 1F: 3 clusters Score -779858.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -780152.562500 Penalty: 4266.178711
	Iteration 2F: 3 clusters Score -780152.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -780363.437500 Penalty: 4266.178711
	Iteration 3F: 3 clusters Score -780363.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -780527.500000 Penalty: 4266.178711
	Iteration 4Q: 3 clusters Score -780527.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -780666.062500 Penalty: 4266.178711
	Iteration 5Q: 3 clusters Score -780666.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -780786.750000 Penalty: 4266.178711
	Iteration 6Q: 3 clusters Score -780786.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -780917.500000 Penalty: 4266.178711
	Iteration 7Q: 3 clusters Score -780917.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -781099.937500 Penalty: 4266.178711
	Iteration 8Q: 3 clusters Score -781099.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -781352.062500 Penalty: 4266.178711
	Iteration 9Q: 3 clusters Score -781352.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -781702.875000 Penalty: 4266.178711
	Iteration 10F: 3 clusters Score -781702.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -782162.687500 Penalty: 4266.178711
	Iteration 11F: 3 clusters Score -782162.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -782688.375000 Penalty: 4266.178711
	Iteration 12F: 3 clusters Score -782688.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -783248.500000 Penalty: 4266.178711
	Iteration 13F: 3 clusters Score -783248.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -783593.187500 Penalty: 4266.178711
	Iteration 14Q: 3 clusters Score -783593.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -783706.500000 Penalty: 4266.178711
	Iteration 15Q: 3 clusters Score -783706.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -783736.437500 Penalty: 4266.178711
	Iteration 16Q: 3 clusters Score -783736.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -783743.250000 Penalty: 4266.178711
	Iteration 17Q: 3 clusters Score -783743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -783745.937500 Penalty: 4266.178711
	Iteration 18Q: 3 clusters Score -783745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -783745.500000 Penalty: 4266.178711
	Iteration 19Q: 3 clusters Score -783745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -783745.500000 Penalty: 4266.178711
	Iteration 20F: 3 clusters Score -783745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 33095 members 
Mstep: Class 3 contains 138733 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 39964 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17948 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 30380 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202602 members 
Mstep: Class 21 contains 88700 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116500 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 2338 members 
Entering Unmasked Estep 
Score: -128936768.000000 Penalty: 95245.046875
Splitting cluster 14 changes total score from -128937712.000000 to -128936768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72320.343750 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72320.34 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72805.812500 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72805.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73001.242188 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -73001.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73105.609375 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -73105.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73198.765625 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73198.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73304.398438 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73504.796875 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73651.523438 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73651.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73683.429688 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73683.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73715.890625 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73715.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73725.570312 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73725.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73731.273438 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73731.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73745.898438 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73762.445312 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73762.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73762.445312 Penalty: 3168.726318
	Iteration 14F: 3 clusters Score -73762.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Entering Unmasked Estep 
Score: -5938988.000000 Penalty: 2637.131104
	Iteration 0F: 2 clusters Score -5938988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5910664.000000 Penalty: 5274.262207
	Iteration 0F: 3 clusters Score -5910664 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -5921960.000000 Penalty: 5274.262207
	Iteration 1F: 3 clusters Score -5921960 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5923015.500000 Penalty: 5274.262207
	Iteration 2Q: 3 clusters Score -5923016 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5924268.500000 Penalty: 5274.262207
	Iteration 3Q: 3 clusters Score -5924268 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5925600.500000 Penalty: 5274.262207
	Iteration 4F: 3 clusters Score -5925600 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5926790.500000 Penalty: 5274.262207
	Iteration 5F: 3 clusters Score -5926790 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5927837.500000 Penalty: 5274.262207
	Iteration 6F: 3 clusters Score -5927838 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5928838.500000 Penalty: 5274.262207
	Iteration 7Q: 3 clusters Score -5928838 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -5929650.500000 Penalty: 5274.262207
	Iteration 8Q: 3 clusters Score -5929650 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -5930406.500000 Penalty: 5274.262207
	Iteration 9Q: 3 clusters Score -5930406 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5931010.500000 Penalty: 5274.262207
	Iteration 10Q: 3 clusters Score -5931010 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5931440.000000 Penalty: 5274.262207
	Iteration 11Q: 3 clusters Score -5931440 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5931730.000000 Penalty: 5274.262207
	Iteration 12Q: 3 clusters Score -5931730 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5932052.500000 Penalty: 5274.262207
	Iteration 13Q: 3 clusters Score -5932052 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5932344.000000 Penalty: 5274.262207
	Iteration 14Q: 3 clusters Score -5932344 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5932562.500000 Penalty: 5274.262207
	Iteration 15Q: 3 clusters Score -5932562 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5932789.500000 Penalty: 5274.262207
	Iteration 16Q: 3 clusters Score -5932790 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5933059.500000 Penalty: 5274.262207
	Iteration 17Q: 3 clusters Score -5933060 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5933273.500000 Penalty: 5274.262207
	Iteration 18Q: 3 clusters Score -5933274 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5933506.500000 Penalty: 5274.262207
	Iteration 19Q: 3 clusters Score -5933506 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5933701.500000 Penalty: 5274.262207
	Iteration 20F: 3 clusters Score -5933702 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5933950.500000 Penalty: 5274.262207
	Iteration 21Q: 3 clusters Score -5933950 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5934219.500000 Penalty: 5274.262207
	Iteration 22Q: 3 clusters Score -5934220 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -5934429.000000 Penalty: 5274.262207
	Iteration 23Q: 3 clusters Score -5934429 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5934649.000000 Penalty: 5274.262207
	Iteration 24Q: 3 clusters Score -5934649 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5934877.500000 Penalty: 5274.262207
	Iteration 25Q: 3 clusters Score -5934878 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5935092.500000 Penalty: 5274.262207
	Iteration 26Q: 3 clusters Score -5935092 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5935306.000000 Penalty: 5274.262207
	Iteration 27Q: 3 clusters Score -5935306 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5935511.500000 Penalty: 5274.262207
	Iteration 28Q: 3 clusters Score -5935512 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5935696.500000 Penalty: 5274.262207
	Iteration 29Q: 3 clusters Score -5935696 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5935831.000000 Penalty: 5274.262207
	Iteration 30Q: 3 clusters Score -5935831 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5936006.500000 Penalty: 5274.262207
	Iteration 31Q: 3 clusters Score -5936006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5936116.000000 Penalty: 5274.262207
	Iteration 32Q: 3 clusters Score -5936116 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5936205.500000 Penalty: 5274.262207
	Iteration 33Q: 3 clusters Score -5936206 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5936285.000000 Penalty: 5274.262207
	Iteration 34Q: 3 clusters Score -5936285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5936347.500000 Penalty: 5274.262207
	Iteration 35Q: 3 clusters Score -5936348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5936408.500000 Penalty: 5274.262207
	Iteration 36Q: 3 clusters Score -5936408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5936450.500000 Penalty: 5274.262207
	Iteration 37Q: 3 clusters Score -5936450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5936499.500000 Penalty: 5274.262207
	Iteration 38Q: 3 clusters Score -5936500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5936547.500000 Penalty: 5274.262207
	Iteration 39Q: 3 clusters Score -5936548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5936575.500000 Penalty: 5274.262207
	Iteration 40F: 3 clusters Score -5936576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5936596.500000 Penalty: 5274.262207
	Iteration 41Q: 3 clusters Score -5936596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5936606.000000 Penalty: 5274.262207
	Iteration 42Q: 3 clusters Score -5936606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5936620.000000 Penalty: 5274.262207
	Iteration 43Q: 3 clusters Score -5936620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5936640.000000 Penalty: 5274.262207
	Iteration 44Q: 3 clusters Score -5936640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5936650.000000 Penalty: 5274.262207
	Iteration 45Q: 3 clusters Score -5936650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5936667.500000 Penalty: 5274.262207
	Iteration 46Q: 3 clusters Score -5936668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5936682.500000 Penalty: 5274.262207
	Iteration 47Q: 3 clusters Score -5936682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5936699.500000 Penalty: 5274.262207
	Iteration 48Q: 3 clusters Score -5936700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5936715.000000 Penalty: 5274.262207
	Iteration 49Q: 3 clusters Score -5936715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5936739.000000 Penalty: 5274.262207
	Iteration 50Q: 3 clusters Score -5936739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5936762.000000 Penalty: 5274.262207
	Iteration 51Q: 3 clusters Score -5936762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5936776.000000 Penalty: 5274.262207
	Iteration 52Q: 3 clusters Score -5936776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5936775.000000 Penalty: 5274.262207
	Iteration 53Q: 3 clusters Score -5936775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5936793.500000 Penalty: 5274.262207
	Iteration 54Q: 3 clusters Score -5936794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5936795.500000 Penalty: 5274.262207
	Iteration 55Q: 3 clusters Score -5936796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5936804.500000 Penalty: 5274.262207
	Iteration 56Q: 3 clusters Score -5936804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5936820.500000 Penalty: 5274.262207
	Iteration 57Q: 3 clusters Score -5936820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5936824.000000 Penalty: 5274.262207
	Iteration 58Q: 3 clusters Score -5936824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5936833.000000 Penalty: 5274.262207
	Iteration 59Q: 3 clusters Score -5936833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5936841.500000 Penalty: 5274.262207
	Iteration 60F: 3 clusters Score -5936842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5936842.500000 Penalty: 5274.262207
	Iteration 61Q: 3 clusters Score -5936842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5936845.000000 Penalty: 5274.262207
	Iteration 62Q: 3 clusters Score -5936845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5936842.500000 Penalty: 5274.262207
	Iteration 63Q: 3 clusters Score -5936842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5936850.500000 Penalty: 5274.262207
	Iteration 64Q: 3 clusters Score -5936850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5936856.500000 Penalty: 5274.262207
	Iteration 65Q: 3 clusters Score -5936856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5936855.500000 Penalty: 5274.262207
	Iteration 66Q: 3 clusters Score -5936856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5936858.000000 Penalty: 5274.262207
	Iteration 67Q: 3 clusters Score -5936858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5936860.500000 Penalty: 5274.262207
	Iteration 68Q: 3 clusters Score -5936860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5936855.000000 Penalty: 5274.262207
	Iteration 69Q: 3 clusters Score -5936855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5936855.000000 Penalty: 5274.262207
	Iteration 70F: 3 clusters Score -5936855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Entering Unmasked Estep 
Score: -4497494.000000 Penalty: 2559.741943
	Iteration 0F: 2 clusters Score -4497494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4476744.500000 Penalty: 5119.483887
	Iteration 0F: 3 clusters Score -4476744 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4484297.000000 Penalty: 5119.483887
	Iteration 1F: 3 clusters Score -4484297 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4484897.000000 Penalty: 5119.483887
	Iteration 2F: 3 clusters Score -4484897 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4485506.500000 Penalty: 5119.483887
	Iteration 3Q: 3 clusters Score -4485506 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4486286.500000 Penalty: 5119.483887
	Iteration 4F: 3 clusters Score -4486286 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4487332.000000 Penalty: 5119.483887
	Iteration 5F: 3 clusters Score -4487332 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4488698.500000 Penalty: 5119.483887
	Iteration 6F: 3 clusters Score -4488698 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4490368.000000 Penalty: 5119.483887
	Iteration 7F: 3 clusters Score -4490368 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4492071.500000 Penalty: 5119.483887
	Iteration 8F: 3 clusters Score -4492072 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4493377.000000 Penalty: 5119.483887
	Iteration 9Q: 3 clusters Score -4493377 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4494124.500000 Penalty: 5119.483887
	Iteration 10Q: 3 clusters Score -4494124 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4494493.500000 Penalty: 5119.483887
	Iteration 11Q: 3 clusters Score -4494494 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4494722.000000 Penalty: 5119.483887
	Iteration 12Q: 3 clusters Score -4494722 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4494855.000000 Penalty: 5119.483887
	Iteration 13Q: 3 clusters Score -4494855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4494929.500000 Penalty: 5119.483887
	Iteration 14Q: 3 clusters Score -4494930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4494985.500000 Penalty: 5119.483887
	Iteration 15Q: 3 clusters Score -4494986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4495022.000000 Penalty: 5119.483887
	Iteration 16Q: 3 clusters Score -4495022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4495055.500000 Penalty: 5119.483887
	Iteration 17Q: 3 clusters Score -4495056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4495084.500000 Penalty: 5119.483887
	Iteration 18Q: 3 clusters Score -4495084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4495122.000000 Penalty: 5119.483887
	Iteration 19Q: 3 clusters Score -4495122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4495155.500000 Penalty: 5119.483887
	Iteration 20F: 3 clusters Score -4495156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4495184.500000 Penalty: 5119.483887
	Iteration 21Q: 3 clusters Score -4495184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4495200.500000 Penalty: 5119.483887
	Iteration 22Q: 3 clusters Score -4495200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4495225.000000 Penalty: 5119.483887
	Iteration 23Q: 3 clusters Score -4495225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4495242.500000 Penalty: 5119.483887
	Iteration 24Q: 3 clusters Score -4495242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4495240.500000 Penalty: 5119.483887
	Iteration 25Q: 3 clusters Score -4495240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4495252.500000 Penalty: 5119.483887
	Iteration 26Q: 3 clusters Score -4495252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4495268.500000 Penalty: 5119.483887
	Iteration 27Q: 3 clusters Score -4495268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4495279.000000 Penalty: 5119.483887
	Iteration 28Q: 3 clusters Score -4495279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4495281.500000 Penalty: 5119.483887
	Iteration 29Q: 3 clusters Score -4495282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4495292.500000 Penalty: 5119.483887
	Iteration 30Q: 3 clusters Score -4495292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4495291.500000 Penalty: 5119.483887
	Iteration 31Q: 3 clusters Score -4495292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4495308.000000 Penalty: 5119.483887
	Iteration 32Q: 3 clusters Score -4495308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4495318.500000 Penalty: 5119.483887
	Iteration 33Q: 3 clusters Score -4495318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4495321.500000 Penalty: 5119.483887
	Iteration 34Q: 3 clusters Score -4495322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4495326.000000 Penalty: 5119.483887
	Iteration 35Q: 3 clusters Score -4495326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4495328.500000 Penalty: 5119.483887
	Iteration 36Q: 3 clusters Score -4495328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4495336.500000 Penalty: 5119.483887
	Iteration 37Q: 3 clusters Score -4495336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4495341.500000 Penalty: 5119.483887
	Iteration 38Q: 3 clusters Score -4495342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4495350.500000 Penalty: 5119.483887
	Iteration 39Q: 3 clusters Score -4495350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4495352.000000 Penalty: 5119.483887
	Iteration 40F: 3 clusters Score -4495352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4495358.500000 Penalty: 5119.483887
	Iteration 41Q: 3 clusters Score -4495358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4495356.000000 Penalty: 5119.483887
	Iteration 42Q: 3 clusters Score -4495356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4495364.000000 Penalty: 5119.483887
	Iteration 43Q: 3 clusters Score -4495364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4495367.000000 Penalty: 5119.483887
	Iteration 44Q: 3 clusters Score -4495367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4495371.000000 Penalty: 5119.483887
	Iteration 45Q: 3 clusters Score -4495371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4495365.000000 Penalty: 5119.483887
	Iteration 46Q: 3 clusters Score -4495365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4495362.000000 Penalty: 5119.483887
	Iteration 47Q: 3 clusters Score -4495362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4495371.000000 Penalty: 5119.483887
	Iteration 48Q: 3 clusters Score -4495371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4495371.000000 Penalty: 5119.483887
	Iteration 49Q: 3 clusters Score -4495371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4495374.500000 Penalty: 5119.483887
	Iteration 50Q: 3 clusters Score -4495374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4495372.500000 Penalty: 5119.483887
	Iteration 51Q: 3 clusters Score -4495372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4495382.000000 Penalty: 5119.483887
	Iteration 52Q: 3 clusters Score -4495382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4495382.500000 Penalty: 5119.483887
	Iteration 53Q: 3 clusters Score -4495382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4495385.000000 Penalty: 5119.483887
	Iteration 54Q: 3 clusters Score -4495385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4495378.500000 Penalty: 5119.483887
	Iteration 55Q: 3 clusters Score -4495378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4495378.000000 Penalty: 5119.483887
	Iteration 56Q: 3 clusters Score -4495378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4495376.500000 Penalty: 5119.483887
	Iteration 57Q: 3 clusters Score -4495376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4495378.000000 Penalty: 5119.483887
	Iteration 58Q: 3 clusters Score -4495378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4495378.000000 Penalty: 5119.483887
	Iteration 59F: 3 clusters Score -4495378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Entering Unmasked Estep 
Score: -1660294.375000 Penalty: 2320.865479
	Iteration 0F: 2 clusters Score -1660294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1651658.875000 Penalty: 4641.730957
	Iteration 0F: 3 clusters Score -1651659 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1654235.000000 Penalty: 4641.730957
	Iteration 1F: 3 clusters Score -1654235 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1654589.875000 Penalty: 4641.730957
	Iteration 2F: 3 clusters Score -1654590 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1654852.750000 Penalty: 4641.730957
	Iteration 3F: 3 clusters Score -1654853 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1655087.250000 Penalty: 4641.730957
	Iteration 4Q: 3 clusters Score -1655087 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1655294.125000 Penalty: 4641.730957
	Iteration 5Q: 3 clusters Score -1655294 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1655504.375000 Penalty: 4641.730957
	Iteration 6Q: 3 clusters Score -1655504 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1655734.375000 Penalty: 4641.730957
	Iteration 7Q: 3 clusters Score -1655734 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1655936.875000 Penalty: 4641.730957
	Iteration 8Q: 3 clusters Score -1655937 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1656147.500000 Penalty: 4641.730957
	Iteration 9Q: 3 clusters Score -1656148 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1656377.250000 Penalty: 4641.730957
	Iteration 10Q: 3 clusters Score -1656377 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1656590.750000 Penalty: 4641.730957
	Iteration 11Q: 3 clusters Score -1656591 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1656780.250000 Penalty: 4641.730957
	Iteration 12Q: 3 clusters Score -1656780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1656936.000000 Penalty: 4641.730957
	Iteration 13Q: 3 clusters Score -1656936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1657077.125000 Penalty: 4641.730957
	Iteration 14Q: 3 clusters Score -1657077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1657191.625000 Penalty: 4641.730957
	Iteration 15Q: 3 clusters Score -1657192 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1657277.000000 Penalty: 4641.730957
	Iteration 16Q: 3 clusters Score -1657277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1657353.750000 Penalty: 4641.730957
	Iteration 17Q: 3 clusters Score -1657354 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1657421.250000 Penalty: 4641.730957
	Iteration 18Q: 3 clusters Score -1657421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1657479.375000 Penalty: 4641.730957
	Iteration 19Q: 3 clusters Score -1657479 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1657525.625000 Penalty: 4641.730957
	Iteration 20F: 3 clusters Score -1657526 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1657555.375000 Penalty: 4641.730957
	Iteration 21Q: 3 clusters Score -1657555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1657578.875000 Penalty: 4641.730957
	Iteration 22Q: 3 clusters Score -1657579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1657595.875000 Penalty: 4641.730957
	Iteration 23Q: 3 clusters Score -1657596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1657607.125000 Penalty: 4641.730957
	Iteration 24Q: 3 clusters Score -1657607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1657617.500000 Penalty: 4641.730957
	Iteration 25Q: 3 clusters Score -1657618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1657623.750000 Penalty: 4641.730957
	Iteration 26Q: 3 clusters Score -1657624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1657631.250000 Penalty: 4641.730957
	Iteration 27Q: 3 clusters Score -1657631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1657636.500000 Penalty: 4641.730957
	Iteration 28Q: 3 clusters Score -1657636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1657638.875000 Penalty: 4641.730957
	Iteration 29Q: 3 clusters Score -1657639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1657649.375000 Penalty: 4641.730957
	Iteration 30Q: 3 clusters Score -1657649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1657655.500000 Penalty: 4641.730957
	Iteration 31Q: 3 clusters Score -1657656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1657660.875000 Penalty: 4641.730957
	Iteration 32Q: 3 clusters Score -1657661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1657665.875000 Penalty: 4641.730957
	Iteration 33Q: 3 clusters Score -1657666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1657664.750000 Penalty: 4641.730957
	Iteration 34Q: 3 clusters Score -1657665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1657669.875000 Penalty: 4641.730957
	Iteration 35Q: 3 clusters Score -1657670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1657674.875000 Penalty: 4641.730957
	Iteration 36Q: 3 clusters Score -1657675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1657677.000000 Penalty: 4641.730957
	Iteration 37Q: 3 clusters Score -1657677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1657679.750000 Penalty: 4641.730957
	Iteration 38Q: 3 clusters Score -1657680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1657677.625000 Penalty: 4641.730957
	Iteration 39Q: 3 clusters Score -1657678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1657674.250000 Penalty: 4641.730957
	Iteration 40F: 3 clusters Score -1657674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1657677.375000 Penalty: 4641.730957
	Iteration 41Q: 3 clusters Score -1657677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1657676.500000 Penalty: 4641.730957
	Iteration 42Q: 3 clusters Score -1657676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1657676.250000 Penalty: 4641.730957
	Iteration 43Q: 3 clusters Score -1657676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1657676.750000 Penalty: 4641.730957
	Iteration 44Q: 3 clusters Score -1657677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1657680.250000 Penalty: 4641.730957
	Iteration 45Q: 3 clusters Score -1657680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1657681.750000 Penalty: 4641.730957
	Iteration 46Q: 3 clusters Score -1657682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1657681.750000 Penalty: 4641.730957
	Iteration 47F: 3 clusters Score -1657682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -838817.375000 Penalty: 2149.285889
	Iteration 0F: 2 clusters Score -838817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -833766.187500 Penalty: 4298.571777
	Iteration 0F: 3 clusters Score -833766.2 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -834969.625000 Penalty: 4298.571777
	Iteration 1F: 3 clusters Score -834969.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -835213.437500 Penalty: 4298.571777
	Iteration 2F: 3 clusters Score -835213.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -835352.937500 Penalty: 4298.571777
	Iteration 3Q: 3 clusters Score -835352.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -835448.625000 Penalty: 4298.571777
	Iteration 4Q: 3 clusters Score -835448.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -835540.125000 Penalty: 4298.571777
	Iteration 5Q: 3 clusters Score -835540.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -835614.875000 Penalty: 4298.571777
	Iteration 6Q: 3 clusters Score -835614.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -835678.875000 Penalty: 4298.571777
	Iteration 7Q: 3 clusters Score -835678.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -835753.812500 Penalty: 4298.571777
	Iteration 8Q: 3 clusters Score -835753.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -835838.812500 Penalty: 4298.571777
	Iteration 9Q: 3 clusters Score -835838.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -835939.187500 Penalty: 4298.571777
	Iteration 10Q: 3 clusters Score -835939.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -836052.875000 Penalty: 4298.571777
	Iteration 11Q: 3 clusters Score -836052.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -836190.812500 Penalty: 4298.571777
	Iteration 12Q: 3 clusters Score -836190.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -836321.875000 Penalty: 4298.571777
	Iteration 13Q: 3 clusters Score -836321.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -836450.687500 Penalty: 4298.571777
	Iteration 14Q: 3 clusters Score -836450.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -836564.500000 Penalty: 4298.571777
	Iteration 15Q: 3 clusters Score -836564.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -836646.812500 Penalty: 4298.571777
	Iteration 16Q: 3 clusters Score -836646.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -836721.000000 Penalty: 4298.571777
	Iteration 17Q: 3 clusters Score -836721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -836796.750000 Penalty: 4298.571777
	Iteration 18Q: 3 clusters Score -836796.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -836861.500000 Penalty: 4298.571777
	Iteration 19Q: 3 clusters Score -836861.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -836897.625000 Penalty: 4298.571777
	Iteration 20F: 3 clusters Score -836897.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -836918.125000 Penalty: 4298.571777
	Iteration 21Q: 3 clusters Score -836918.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -836938.750000 Penalty: 4298.571777
	Iteration 22Q: 3 clusters Score -836938.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -836955.625000 Penalty: 4298.571777
	Iteration 23Q: 3 clusters Score -836955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -836968.375000 Penalty: 4298.571777
	Iteration 24Q: 3 clusters Score -836968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -836979.750000 Penalty: 4298.571777
	Iteration 25Q: 3 clusters Score -836979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -836988.375000 Penalty: 4298.571777
	Iteration 26Q: 3 clusters Score -836988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -836994.062500 Penalty: 4298.571777
	Iteration 27Q: 3 clusters Score -836994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -836995.562500 Penalty: 4298.571777
	Iteration 28Q: 3 clusters Score -836995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -836997.750000 Penalty: 4298.571777
	Iteration 29Q: 3 clusters Score -836997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -837002.875000 Penalty: 4298.571777
	Iteration 30Q: 3 clusters Score -837002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -837003.500000 Penalty: 4298.571777
	Iteration 31Q: 3 clusters Score -837003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -837007.250000 Penalty: 4298.571777
	Iteration 32Q: 3 clusters Score -837007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -837012.937500 Penalty: 4298.571777
	Iteration 33Q: 3 clusters Score -837012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -837017.875000 Penalty: 4298.571777
	Iteration 34Q: 3 clusters Score -837017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -837023.000000 Penalty: 4298.571777
	Iteration 35Q: 3 clusters Score -837023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -837026.250000 Penalty: 4298.571777
	Iteration 36Q: 3 clusters Score -837026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -837029.062500 Penalty: 4298.571777
	Iteration 37Q: 3 clusters Score -837029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -837031.375000 Penalty: 4298.571777
	Iteration 38Q: 3 clusters Score -837031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -837031.375000 Penalty: 4298.571777
	Iteration 39F: 3 clusters Score -837031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (202602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202602 members 
Entering Unmasked Estep 
Score: -29652928.000000 Penalty: 3030.311768
	Iteration 0F: 2 clusters Score -2.965293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -29527112.000000 Penalty: 6060.623535
	Iteration 0F: 3 clusters Score -2.952711e+07 nChanged 97518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -29584104.000000 Penalty: 6060.623535
	Iteration 1F: 3 clusters Score -2.95841e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -29585196.000000 Penalty: 6060.623535
	Iteration 2Q: 3 clusters Score -2.95852e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -29586870.000000 Penalty: 6060.623535
	Iteration 3Q: 3 clusters Score -2.958687e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -29590006.000000 Penalty: 6060.623535
	Iteration 4Q: 3 clusters Score -2.959001e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -29595366.000000 Penalty: 6060.623535
	Iteration 5F: 3 clusters Score -2.959537e+07 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141098 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -29604214.000000 Penalty: 6060.623535
	Iteration 6F: 3 clusters Score -2.960421e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -29617142.000000 Penalty: 6060.623535
	Iteration 7F: 3 clusters Score -2.961714e+07 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -29630178.000000 Penalty: 6060.623535
	Iteration 8F: 3 clusters Score -2.963018e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -29640880.000000 Penalty: 6060.623535
	Iteration 9F: 3 clusters Score -2.964088e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -29646926.000000 Penalty: 6060.623535
	Iteration 10Q: 3 clusters Score -2.964693e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192888 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -29650030.000000 Penalty: 6060.623535
	Iteration 11Q: 3 clusters Score -2.965003e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196473 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -29651240.000000 Penalty: 6060.623535
	Iteration 12Q: 3 clusters Score -2.965124e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199011 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -29651226.000000 Penalty: 6060.623535
	Iteration 13Q: 3 clusters Score -2.965123e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200614 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -29650986.000000 Penalty: 6060.623535
	Iteration 14Q: 3 clusters Score -2.965099e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -29650786.000000 Penalty: 6060.623535
	Iteration 15Q: 3 clusters Score -2.965079e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -29650808.000000 Penalty: 6060.623535
	Iteration 16Q: 3 clusters Score -2.965081e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202049 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29650774.000000 Penalty: 6060.623535
	Iteration 17Q: 3 clusters Score -2.965077e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202159 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29650728.000000 Penalty: 6060.623535
	Iteration 18Q: 3 clusters Score -2.965073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202206 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29650716.000000 Penalty: 6060.623535
	Iteration 19Q: 3 clusters Score -2.965072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202230 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29650730.000000 Penalty: 6060.623535
	Iteration 20F: 3 clusters Score -2.965073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202238 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29650720.000000 Penalty: 6060.623535
	Iteration 21Q: 3 clusters Score -2.965072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29650748.000000 Penalty: 6060.623535
	Iteration 22Q: 3 clusters Score -2.965075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29650728.000000 Penalty: 6060.623535
	Iteration 23Q: 3 clusters Score -2.965073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29650728.000000 Penalty: 6060.623535
	Iteration 24Q: 3 clusters Score -2.965073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29650736.000000 Penalty: 6060.623535
	Iteration 25Q: 3 clusters Score -2.965074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29650734.000000 Penalty: 6060.623535
	Iteration 26Q: 3 clusters Score -2.965073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29650732.000000 Penalty: 6060.623535
	Iteration 27Q: 3 clusters Score -2.965073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29650726.000000 Penalty: 6060.623535
	Iteration 28Q: 3 clusters Score -2.965073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29650742.000000 Penalty: 6060.623535
	Iteration 29Q: 3 clusters Score -2.965074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29650734.000000 Penalty: 6060.623535
	Iteration 30Q: 3 clusters Score -2.965073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29650734.000000 Penalty: 6060.623535
	Iteration 31F: 3 clusters Score -2.965073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (88700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Entering Unmasked Estep 
Score: -13073841.000000 Penalty: 2825.467773
	Iteration 0F: 2 clusters Score -1.307384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -13014774.000000 Penalty: 5650.935547
	Iteration 0F: 3 clusters Score -1.301477e+07 nChanged 41828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -13038304.000000 Penalty: 5650.935547
	Iteration 1F: 3 clusters Score -1.30383e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -13038910.000000 Penalty: 5650.935547
	Iteration 2Q: 3 clusters Score -1.303891e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -13039575.000000 Penalty: 5650.935547
	Iteration 3Q: 3 clusters Score -1.303958e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -13040311.000000 Penalty: 5650.935547
	Iteration 4Q: 3 clusters Score -1.304031e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -13041057.000000 Penalty: 5650.935547
	Iteration 5Q: 3 clusters Score -1.304106e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -13042203.000000 Penalty: 5650.935547
	Iteration 6Q: 3 clusters Score -1.30422e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -13043870.000000 Penalty: 5650.935547
	Iteration 7Q: 3 clusters Score -1.304387e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -13046374.000000 Penalty: 5650.935547
	Iteration 8F: 3 clusters Score -1.304637e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -13050087.000000 Penalty: 5650.935547
	Iteration 9F: 3 clusters Score -1.305009e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -13055110.000000 Penalty: 5650.935547
	Iteration 10F: 3 clusters Score -1.305511e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -13060492.000000 Penalty: 5650.935547
	Iteration 11F: 3 clusters Score -1.306049e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -13065031.000000 Penalty: 5650.935547
	Iteration 12F: 3 clusters Score -1.306503e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13068040.000000 Penalty: 5650.935547
	Iteration 13Q: 3 clusters Score -1.306804e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -13069705.000000 Penalty: 5650.935547
	Iteration 14Q: 3 clusters Score -1.30697e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13070487.000000 Penalty: 5650.935547
	Iteration 15Q: 3 clusters Score -1.307049e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13070908.000000 Penalty: 5650.935547
	Iteration 16Q: 3 clusters Score -1.307091e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13071130.000000 Penalty: 5650.935547
	Iteration 17Q: 3 clusters Score -1.307113e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13071260.000000 Penalty: 5650.935547
	Iteration 18Q: 3 clusters Score -1.307126e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13071380.000000 Penalty: 5650.935547
	Iteration 19Q: 3 clusters Score -1.307138e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13071422.000000 Penalty: 5650.935547
	Iteration 20F: 3 clusters Score -1.307142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13071488.000000 Penalty: 5650.935547
	Iteration 21Q: 3 clusters Score -1.307149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13071524.000000 Penalty: 5650.935547
	Iteration 22Q: 3 clusters Score -1.307152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13071530.000000 Penalty: 5650.935547
	Iteration 23Q: 3 clusters Score -1.307153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13071541.000000 Penalty: 5650.935547
	Iteration 24Q: 3 clusters Score -1.307154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13071554.000000 Penalty: 5650.935547
	Iteration 25Q: 3 clusters Score -1.307155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13071559.000000 Penalty: 5650.935547
	Iteration 26Q: 3 clusters Score -1.307156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13071567.000000 Penalty: 5650.935547
	Iteration 27Q: 3 clusters Score -1.307157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13071565.000000 Penalty: 5650.935547
	Iteration 28Q: 3 clusters Score -1.307156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13071576.000000 Penalty: 5650.935547
	Iteration 29Q: 3 clusters Score -1.307158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13071591.000000 Penalty: 5650.935547
	Iteration 30Q: 3 clusters Score -1.307159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13071595.000000 Penalty: 5650.935547
	Iteration 31Q: 3 clusters Score -1.30716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13071591.000000 Penalty: 5650.935547
	Iteration 32Q: 3 clusters Score -1.307159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13071589.000000 Penalty: 5650.935547
	Iteration 33Q: 3 clusters Score -1.307159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13071595.000000 Penalty: 5650.935547
	Iteration 34Q: 3 clusters Score -1.30716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13071615.000000 Penalty: 5650.935547
	Iteration 35Q: 3 clusters Score -1.307162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13071607.000000 Penalty: 5650.935547
	Iteration 36Q: 3 clusters Score -1.307161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13071613.000000 Penalty: 5650.935547
	Iteration 37Q: 3 clusters Score -1.307161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13071619.000000 Penalty: 5650.935547
	Iteration 38Q: 3 clusters Score -1.307162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13071622.000000 Penalty: 5650.935547
	Iteration 39Q: 3 clusters Score -1.307162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13071611.000000 Penalty: 5650.935547
	Iteration 40F: 3 clusters Score -1.307161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13071629.000000 Penalty: 5650.935547
	Iteration 41Q: 3 clusters Score -1.307163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13071624.000000 Penalty: 5650.935547
	Iteration 42Q: 3 clusters Score -1.307162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13071629.000000 Penalty: 5650.935547
	Iteration 43Q: 3 clusters Score -1.307163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13071633.000000 Penalty: 5650.935547
	Iteration 44Q: 3 clusters Score -1.307163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13071638.000000 Penalty: 5650.935547
	Iteration 45Q: 3 clusters Score -1.307164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13071631.000000 Penalty: 5650.935547
	Iteration 46Q: 3 clusters Score -1.307163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13071631.000000 Penalty: 5650.935547
	Iteration 47F: 3 clusters Score -1.307163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1597573.500000 Penalty: 2306.603516
	Iteration 0F: 2 clusters Score -1597574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1589302.125000 Penalty: 4613.207031
	Iteration 0F: 3 clusters Score -1589302 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1591672.125000 Penalty: 4613.207031
	Iteration 1F: 3 clusters Score -1591672 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1591965.750000 Penalty: 4613.207031
	Iteration 2F: 3 clusters Score -1591966 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1592192.875000 Penalty: 4613.207031
	Iteration 3Q: 3 clusters Score -1592193 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1592389.625000 Penalty: 4613.207031
	Iteration 4Q: 3 clusters Score -1592390 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1592607.125000 Penalty: 4613.207031
	Iteration 5Q: 3 clusters Score -1592607 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1592847.375000 Penalty: 4613.207031
	Iteration 6Q: 3 clusters Score -1592847 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1593094.750000 Penalty: 4613.207031
	Iteration 7Q: 3 clusters Score -1593095 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1593335.250000 Penalty: 4613.207031
	Iteration 8Q: 3 clusters Score -1593335 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1593592.750000 Penalty: 4613.207031
	Iteration 9Q: 3 clusters Score -1593593 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1593783.875000 Penalty: 4613.207031
	Iteration 10Q: 3 clusters Score -1593784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1593974.250000 Penalty: 4613.207031
	Iteration 11Q: 3 clusters Score -1593974 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1594142.750000 Penalty: 4613.207031
	Iteration 12Q: 3 clusters Score -1594143 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1594285.375000 Penalty: 4613.207031
	Iteration 13Q: 3 clusters Score -1594285 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1594411.250000 Penalty: 4613.207031
	Iteration 14Q: 3 clusters Score -1594411 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1594541.500000 Penalty: 4613.207031
	Iteration 15Q: 3 clusters Score -1594542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1594645.375000 Penalty: 4613.207031
	Iteration 16Q: 3 clusters Score -1594645 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1594732.625000 Penalty: 4613.207031
	Iteration 17Q: 3 clusters Score -1594733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1594809.625000 Penalty: 4613.207031
	Iteration 18Q: 3 clusters Score -1594810 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1594897.125000 Penalty: 4613.207031
	Iteration 19Q: 3 clusters Score -1594897 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1594968.250000 Penalty: 4613.207031
	Iteration 20F: 3 clusters Score -1594968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1595046.375000 Penalty: 4613.207031
	Iteration 21Q: 3 clusters Score -1595046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1595103.000000 Penalty: 4613.207031
	Iteration 22Q: 3 clusters Score -1595103 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1595140.000000 Penalty: 4613.207031
	Iteration 23Q: 3 clusters Score -1595140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1595180.375000 Penalty: 4613.207031
	Iteration 24Q: 3 clusters Score -1595180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1595207.375000 Penalty: 4613.207031
	Iteration 25Q: 3 clusters Score -1595207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1595225.250000 Penalty: 4613.207031
	Iteration 26Q: 3 clusters Score -1595225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1595248.500000 Penalty: 4613.207031
	Iteration 27Q: 3 clusters Score -1595248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1595274.250000 Penalty: 4613.207031
	Iteration 28Q: 3 clusters Score -1595274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1595294.875000 Penalty: 4613.207031
	Iteration 29Q: 3 clusters Score -1595295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1595306.750000 Penalty: 4613.207031
	Iteration 30Q: 3 clusters Score -1595307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1595323.875000 Penalty: 4613.207031
	Iteration 31Q: 3 clusters Score -1595324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1595335.250000 Penalty: 4613.207031
	Iteration 32Q: 3 clusters Score -1595335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1595349.875000 Penalty: 4613.207031
	Iteration 33Q: 3 clusters Score -1595350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1595361.625000 Penalty: 4613.207031
	Iteration 34Q: 3 clusters Score -1595362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1595368.500000 Penalty: 4613.207031
	Iteration 35Q: 3 clusters Score -1595368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1595380.125000 Penalty: 4613.207031
	Iteration 36Q: 3 clusters Score -1595380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1595383.000000 Penalty: 4613.207031
	Iteration 37Q: 3 clusters Score -1595383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1595399.250000 Penalty: 4613.207031
	Iteration 38Q: 3 clusters Score -1595399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1595415.125000 Penalty: 4613.207031
	Iteration 39Q: 3 clusters Score -1595415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1595430.500000 Penalty: 4613.207031
	Iteration 40F: 3 clusters Score -1595430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1595442.750000 Penalty: 4613.207031
	Iteration 41Q: 3 clusters Score -1595443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1595448.875000 Penalty: 4613.207031
	Iteration 42Q: 3 clusters Score -1595449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1595455.625000 Penalty: 4613.207031
	Iteration 43Q: 3 clusters Score -1595456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1595462.125000 Penalty: 4613.207031
	Iteration 44Q: 3 clusters Score -1595462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1595466.125000 Penalty: 4613.207031
	Iteration 45Q: 3 clusters Score -1595466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1595470.125000 Penalty: 4613.207031
	Iteration 46Q: 3 clusters Score -1595470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1595476.750000 Penalty: 4613.207031
	Iteration 47Q: 3 clusters Score -1595477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1595481.125000 Penalty: 4613.207031
	Iteration 48Q: 3 clusters Score -1595481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1595489.250000 Penalty: 4613.207031
	Iteration 49Q: 3 clusters Score -1595489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1595487.625000 Penalty: 4613.207031
	Iteration 50Q: 3 clusters Score -1595488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1595491.125000 Penalty: 4613.207031
	Iteration 51Q: 3 clusters Score -1595491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1595491.875000 Penalty: 4613.207031
	Iteration 52Q: 3 clusters Score -1595492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1595497.250000 Penalty: 4613.207031
	Iteration 53Q: 3 clusters Score -1595497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1595504.125000 Penalty: 4613.207031
	Iteration 54Q: 3 clusters Score -1595504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1595506.500000 Penalty: 4613.207031
	Iteration 55Q: 3 clusters Score -1595506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1595509.625000 Penalty: 4613.207031
	Iteration 56Q: 3 clusters Score -1595510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1595515.750000 Penalty: 4613.207031
	Iteration 57Q: 3 clusters Score -1595516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1595517.125000 Penalty: 4613.207031
	Iteration 58Q: 3 clusters Score -1595517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1595515.625000 Penalty: 4613.207031
	Iteration 59Q: 3 clusters Score -1595516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1595515.625000 Penalty: 4613.207031
	Iteration 60F: 3 clusters Score -1595516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -31109.453125 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -31109.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30022.916016 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -30022.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30203.708984 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -30203.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30286.894531 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -30286.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30331.236328 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -30331.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30348.134766 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -30348.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30370.183594 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -30370.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30385.099609 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -30385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30387.607422 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -30387.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30394.585938 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -30394.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30403.720703 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -30403.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30410.207031 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -30410.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30410.207031 Penalty: 2870.301025
	Iteration 11F: 3 clusters Score -30410.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -128333.429688 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -128333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126486.515625 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -126486.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126969.500000 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -126969.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127260.156250 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -127260.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127621.757812 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -127621.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127949.882812 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -127949.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -128388.320312 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -128388.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128560.867188 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -128560.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128854.179688 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -128854.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129250.007812 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -129250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129348.757812 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -129348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129371.023438 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -129371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129378.140625 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -129378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129383.148438 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -129383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129391.531250 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -129391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129391.531250 Penalty: 3417.237305
	Iteration 14F: 3 clusters Score -129391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 33095 members 
Mstep: Class 3 contains 138733 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 39964 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17948 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 30380 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202602 members 
Mstep: Class 21 contains 88700 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116500 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 629 members 
Entering Unmasked Estep 
Score: -128936944.000000 Penalty: 95245.046875
Splitting cluster 24 changes total score from -128937712.000000 to -128936944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -40585.105469 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -40585.11 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 179 members 
Entering Unmasked Estep 
Score: -39270.066406 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39270.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39575.527344 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39575.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39779.410156 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -39779.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39905.996094 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -39906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40038.253906 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40038.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40185.632812 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40185.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40217.570312 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40217.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40286.066406 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40286.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40289.214844 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40289.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40289.214844 Penalty: 2920.883301
	Iteration 9F: 3 clusters Score -40289.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116500 members 
Entering Unmasked Estep 
Score: -17111204.000000 Penalty: 2893.080322
	Iteration 0F: 2 clusters Score -1.71112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -17035100.000000 Penalty: 5786.160645
	Iteration 0F: 3 clusters Score -1.70351e+07 nChanged 55218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -17067598.000000 Penalty: 5786.160645
	Iteration 1F: 3 clusters Score -1.70676e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -17068960.000000 Penalty: 5786.160645
	Iteration 2Q: 3 clusters Score -1.706896e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -17070836.000000 Penalty: 5786.160645
	Iteration 3Q: 3 clusters Score -1.707084e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -17074208.000000 Penalty: 5786.160645
	Iteration 4F: 3 clusters Score -1.707421e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -17079556.000000 Penalty: 5786.160645
	Iteration 5F: 3 clusters Score -1.707956e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -17087044.000000 Penalty: 5786.160645
	Iteration 6F: 3 clusters Score -1.708704e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -17095190.000000 Penalty: 5786.160645
	Iteration 7F: 3 clusters Score -1.709519e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -17101784.000000 Penalty: 5786.160645
	Iteration 8F: 3 clusters Score -1.710178e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -17105724.000000 Penalty: 5786.160645
	Iteration 9Q: 3 clusters Score -1.710572e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17107426.000000 Penalty: 5786.160645
	Iteration 10Q: 3 clusters Score -1.710743e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17108088.000000 Penalty: 5786.160645
	Iteration 11Q: 3 clusters Score -1.710809e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17108400.000000 Penalty: 5786.160645
	Iteration 12Q: 3 clusters Score -1.71084e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -17108584.000000 Penalty: 5786.160645
	Iteration 13Q: 3 clusters Score -1.710858e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17108650.000000 Penalty: 5786.160645
	Iteration 14Q: 3 clusters Score -1.710865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -17108686.000000 Penalty: 5786.160645
	Iteration 15Q: 3 clusters Score -1.710869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17108706.000000 Penalty: 5786.160645
	Iteration 16Q: 3 clusters Score -1.710871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17108732.000000 Penalty: 5786.160645
	Iteration 17Q: 3 clusters Score -1.710873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17108744.000000 Penalty: 5786.160645
	Iteration 18Q: 3 clusters Score -1.710874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17108746.000000 Penalty: 5786.160645
	Iteration 19Q: 3 clusters Score -1.710875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -17108752.000000 Penalty: 5786.160645
	Iteration 20F: 3 clusters Score -1.710875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116120 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17108766.000000 Penalty: 5786.160645
	Iteration 21Q: 3 clusters Score -1.710877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17108764.000000 Penalty: 5786.160645
	Iteration 22Q: 3 clusters Score -1.710876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17108778.000000 Penalty: 5786.160645
	Iteration 23Q: 3 clusters Score -1.710878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17108794.000000 Penalty: 5786.160645
	Iteration 24Q: 3 clusters Score -1.710879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17108804.000000 Penalty: 5786.160645
	Iteration 25Q: 3 clusters Score -1.71088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17108806.000000 Penalty: 5786.160645
	Iteration 26Q: 3 clusters Score -1.710881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17108810.000000 Penalty: 5786.160645
	Iteration 27Q: 3 clusters Score -1.710881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -17108810.000000 Penalty: 5786.160645
	Iteration 28Q: 3 clusters Score -1.710881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -17108808.000000 Penalty: 5786.160645
	Iteration 29Q: 3 clusters Score -1.710881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17108820.000000 Penalty: 5786.160645
	Iteration 30Q: 3 clusters Score -1.710882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17108820.000000 Penalty: 5786.160645
	Iteration 31F: 3 clusters Score -1.710882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100645.140625 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -100645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98913.796875 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -98913.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99282.992188 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -99282.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99440.328125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -99440.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99558.250000 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -99558.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99675.109375 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -99675.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99796.351562 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -99796.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99907.015625 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -99907.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100144.593750 Penalty: 3312.457520
	Iteration 7F: 3 clusters Score -100144.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100494.312500 Penalty: 3312.457520
	Iteration 8F: 3 clusters Score -100494.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100797.640625 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -100797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100909.734375 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -100909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100981.656250 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -100981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101034.000000 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -101034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101071.640625 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -101071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101085.914062 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -101085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101092.250000 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -101092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101095.796875 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -101095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101095.796875 Penalty: 3312.457520
	Iteration 17F: 3 clusters Score -101095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 33095 members 
Mstep: Class 3 contains 138733 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 39964 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17948 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 30380 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202602 members 
Mstep: Class 21 contains 88700 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116500 members 
Mstep: Class 27 contains 393 members 
Mstep: Class 28 contains 402 members 
Entering Unmasked Estep 
Score: -128936272.000000 Penalty: 95245.046875
Splitting cluster 27 changes total score from -128937712.000000 to -128936272.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 33095 members 
Mstep: Class 3 contains 138733 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 39964 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 17948 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 30380 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202602 members 
Mstep: Class 21 contains 88700 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116500 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937696.000000 Penalty: 91843.437500
Iteration 119Q: 28 clusters Score -1.289377e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 33070 members 
Mstep: Class 3 contains 138802 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 39971 members 
Mstep: Class 8 contains 53690 members 
Mstep: Class 9 contains 39790 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 18128 members 
Mstep: Class 13 contains 9524 members 
Mstep: Class 14 contains 5434 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41520 members 
Mstep: Class 17 contains 30433 members 
Mstep: Class 18 contains 11594 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202516 members 
Mstep: Class 21 contains 88657 members 
Mstep: Class 22 contains 10954 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116453 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937648.000000 Penalty: 91843.437500
Iteration 120F: 28 clusters Score -1.289376e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 33036 members 
Mstep: Class 3 contains 138876 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 11869 members 
Mstep: Class 7 contains 39977 members 
Mstep: Class 8 contains 53668 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202454 members 
Mstep: Class 21 contains 88629 members 
Mstep: Class 22 contains 10954 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116346 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937944.000000 Penalty: 91843.437500
Iteration 121Q: 28 clusters Score -1.289379e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 33017 members 
Mstep: Class 3 contains 139026 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 39963 members 
Mstep: Class 8 contains 53651 members 
Mstep: Class 9 contains 39795 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 4085 members 
Mstep: Class 12 contains 18556 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41541 members 
Mstep: Class 17 contains 30517 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 202393 members 
Mstep: Class 21 contains 88585 members 
Mstep: Class 22 contains 10955 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116214 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937888.000000 Penalty: 91843.437500
Iteration 122Q: 28 clusters Score -1.289379e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 32990 members 
Mstep: Class 3 contains 139183 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 11891 members 
Mstep: Class 7 contains 39951 members 
Mstep: Class 8 contains 53620 members 
Mstep: Class 9 contains 39797 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 18818 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41548 members 
Mstep: Class 17 contains 30554 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 202343 members 
Mstep: Class 21 contains 88533 members 
Mstep: Class 22 contains 10956 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116062 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937688.000000 Penalty: 91843.437500
Iteration 123Q: 28 clusters Score -1.289377e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 32971 members 
Mstep: Class 3 contains 139329 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 39944 members 
Mstep: Class 8 contains 53603 members 
Mstep: Class 9 contains 39793 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 4087 members 
Mstep: Class 12 contains 19070 members 
Mstep: Class 13 contains 9288 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 30578 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 202260 members 
Mstep: Class 21 contains 88498 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115912 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937976.000000 Penalty: 91843.437500
Iteration 124Q: 28 clusters Score -1.28938e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 32941 members 
Mstep: Class 3 contains 139479 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 39931 members 
Mstep: Class 8 contains 53578 members 
Mstep: Class 9 contains 39790 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 19369 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41579 members 
Mstep: Class 17 contains 30589 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 202218 members 
Mstep: Class 21 contains 88461 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115742 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938072.000000 Penalty: 91843.437500
Iteration 125Q: 28 clusters Score -1.289381e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 32929 members 
Mstep: Class 3 contains 139656 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 11907 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 53534 members 
Mstep: Class 9 contains 39788 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 4088 members 
Mstep: Class 12 contains 19674 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41600 members 
Mstep: Class 17 contains 30614 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 202149 members 
Mstep: Class 21 contains 88407 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115582 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938024.000000 Penalty: 91843.437500
Iteration 126Q: 28 clusters Score -1.28938e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 32905 members 
Mstep: Class 3 contains 139829 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 9569 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 39901 members 
Mstep: Class 8 contains 53457 members 
Mstep: Class 9 contains 39784 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 19987 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41630 members 
Mstep: Class 17 contains 30646 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 202065 members 
Mstep: Class 21 contains 88355 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115465 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938136.000000 Penalty: 91843.437500
Iteration 127Q: 28 clusters Score -1.289381e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 32902 members 
Mstep: Class 3 contains 139954 members 
Mstep: Class 4 contains 2153 members 
Mstep: Class 5 contains 9567 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 39885 members 
Mstep: Class 8 contains 53384 members 
Mstep: Class 9 contains 39786 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 12 contains 20329 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41645 members 
Mstep: Class 17 contains 30680 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 201994 members 
Mstep: Class 21 contains 88305 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115363 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938544.000000 Penalty: 91843.437500
Iteration 128Q: 28 clusters Score -1.289385e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 32905 members 
Mstep: Class 3 contains 140053 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 9566 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 39856 members 
Mstep: Class 8 contains 53312 members 
Mstep: Class 9 contains 39787 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 20740 members 
Mstep: Class 13 contains 8912 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41674 members 
Mstep: Class 17 contains 30699 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 201928 members 
Mstep: Class 21 contains 88251 members 
Mstep: Class 22 contains 10963 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115266 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938736.000000 Penalty: 91843.437500
Iteration 129Q: 28 clusters Score -1.289387e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 32911 members 
Mstep: Class 3 contains 140158 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 39839 members 
Mstep: Class 8 contains 53210 members 
Mstep: Class 9 contains 39786 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 4063 members 
Mstep: Class 12 contains 21144 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41695 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 11750 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 201880 members 
Mstep: Class 21 contains 88193 members 
Mstep: Class 22 contains 10973 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115156 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938920.000000 Penalty: 91843.437500
Iteration 130Q: 28 clusters Score -1.289389e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 32911 members 
Mstep: Class 3 contains 140262 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 11974 members 
Mstep: Class 7 contains 39818 members 
Mstep: Class 8 contains 53117 members 
Mstep: Class 9 contains 39783 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 21594 members 
Mstep: Class 13 contains 8762 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41721 members 
Mstep: Class 17 contains 30747 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 5815 members 
Mstep: Class 20 contains 201801 members 
Mstep: Class 21 contains 88103 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115064 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939064.000000 Penalty: 91843.437500
Iteration 131Q: 28 clusters Score -1.289391e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 32923 members 
Mstep: Class 3 contains 140330 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 9572 members 
Mstep: Class 6 contains 11983 members 
Mstep: Class 7 contains 39801 members 
Mstep: Class 8 contains 53010 members 
Mstep: Class 9 contains 39781 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 22096 members 
Mstep: Class 13 contains 8679 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41735 members 
Mstep: Class 17 contains 30769 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 201743 members 
Mstep: Class 21 contains 88001 members 
Mstep: Class 22 contains 10993 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114997 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939408.000000 Penalty: 91843.437500
Iteration 132Q: 28 clusters Score -1.289394e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 32926 members 
Mstep: Class 3 contains 140361 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 39761 members 
Mstep: Class 8 contains 52912 members 
Mstep: Class 9 contains 39781 members 
Mstep: Class 10 contains 6877 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 22608 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 30789 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 201703 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114962 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939824.000000 Penalty: 91843.437500
Iteration 133Q: 28 clusters Score -1.289398e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 32926 members 
Mstep: Class 3 contains 140386 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 12016 members 
Mstep: Class 7 contains 39726 members 
Mstep: Class 8 contains 52796 members 
Mstep: Class 9 contains 39790 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 12 contains 23141 members 
Mstep: Class 13 contains 8491 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41792 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 201661 members 
Mstep: Class 21 contains 87786 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114956 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940216.000000 Penalty: 91843.437500
Iteration 134Q: 28 clusters Score -1.289402e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 32934 members 
Mstep: Class 3 contains 140391 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 9566 members 
Mstep: Class 6 contains 12041 members 
Mstep: Class 7 contains 39717 members 
Mstep: Class 8 contains 52628 members 
Mstep: Class 9 contains 39802 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41830 members 
Mstep: Class 17 contains 30824 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 201580 members 
Mstep: Class 21 contains 87693 members 
Mstep: Class 22 contains 11013 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114952 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940712.000000 Penalty: 91843.437500
Iteration 135Q: 28 clusters Score -1.289407e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 32955 members 
Mstep: Class 3 contains 140416 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 39695 members 
Mstep: Class 8 contains 52459 members 
Mstep: Class 9 contains 39811 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 24343 members 
Mstep: Class 13 contains 8303 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41857 members 
Mstep: Class 17 contains 30845 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 201530 members 
Mstep: Class 21 contains 87589 members 
Mstep: Class 22 contains 11031 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114920 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940768.000000 Penalty: 91843.437500
Iteration 136Q: 28 clusters Score -1.289408e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 32969 members 
Mstep: Class 3 contains 140430 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 12074 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 52252 members 
Mstep: Class 9 contains 39823 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 25008 members 
Mstep: Class 13 contains 8207 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41883 members 
Mstep: Class 17 contains 30863 members 
Mstep: Class 18 contains 12028 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 201525 members 
Mstep: Class 21 contains 87504 members 
Mstep: Class 22 contains 11047 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114876 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940848.000000 Penalty: 91843.437500
Iteration 137Q: 28 clusters Score -1.289408e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 32996 members 
Mstep: Class 3 contains 140468 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 12096 members 
Mstep: Class 7 contains 39652 members 
Mstep: Class 8 contains 52060 members 
Mstep: Class 9 contains 39828 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 25656 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 4996 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41912 members 
Mstep: Class 17 contains 30879 members 
Mstep: Class 18 contains 12077 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 201466 members 
Mstep: Class 21 contains 87436 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114834 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940704.000000 Penalty: 91843.437500
Iteration 138Q: 28 clusters Score -1.289407e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 33007 members 
Mstep: Class 3 contains 140481 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 12121 members 
Mstep: Class 7 contains 39618 members 
Mstep: Class 8 contains 51861 members 
Mstep: Class 9 contains 39839 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 26334 members 
Mstep: Class 13 contains 8020 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41935 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 201424 members 
Mstep: Class 21 contains 87365 members 
Mstep: Class 22 contains 11090 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114778 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941016.000000 Penalty: 91843.437500
Iteration 139Q: 28 clusters Score -1.28941e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 33017 members 
Mstep: Class 3 contains 140519 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 9576 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 39556 members 
Mstep: Class 8 contains 51672 members 
Mstep: Class 9 contains 39849 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 3888 members 
Mstep: Class 12 contains 26983 members 
Mstep: Class 13 contains 7922 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41964 members 
Mstep: Class 17 contains 30915 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 201368 members 
Mstep: Class 21 contains 87287 members 
Mstep: Class 22 contains 11111 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114751 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941360.000000 Penalty: 91843.437500
Iteration 140F: 28 clusters Score -1.289414e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 33027 members 
Mstep: Class 3 contains 140518 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 12180 members 
Mstep: Class 7 contains 39494 members 
Mstep: Class 8 contains 51467 members 
Mstep: Class 9 contains 39854 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 27711 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41990 members 
Mstep: Class 17 contains 30943 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 201344 members 
Mstep: Class 21 contains 87208 members 
Mstep: Class 22 contains 11131 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114724 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941272.000000 Penalty: 91843.437500
Iteration 141Q: 28 clusters Score -1.289413e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 33044 members 
Mstep: Class 3 contains 140542 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 39433 members 
Mstep: Class 8 contains 51260 members 
Mstep: Class 9 contains 39870 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42007 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 12303 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 201317 members 
Mstep: Class 21 contains 87128 members 
Mstep: Class 22 contains 11163 members 
Mstep: Class 23 contains 324 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114687 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941520.000000 Penalty: 91843.437500
Iteration 142Q: 28 clusters Score -1.289415e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 33053 members 
Mstep: Class 3 contains 140613 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 12252 members 
Mstep: Class 7 contains 39377 members 
Mstep: Class 8 contains 51073 members 
Mstep: Class 9 contains 39878 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 29096 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42017 members 
Mstep: Class 17 contains 31007 members 
Mstep: Class 18 contains 12383 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 201247 members 
Mstep: Class 21 contains 87062 members 
Mstep: Class 22 contains 11183 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114624 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941536.000000 Penalty: 91843.437500
Iteration 143Q: 28 clusters Score -1.289415e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 33054 members 
Mstep: Class 3 contains 140655 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 12281 members 
Mstep: Class 7 contains 39302 members 
Mstep: Class 8 contains 50907 members 
Mstep: Class 9 contains 39886 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 29798 members 
Mstep: Class 13 contains 7309 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42031 members 
Mstep: Class 17 contains 31035 members 
Mstep: Class 18 contains 12470 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 201178 members 
Mstep: Class 21 contains 87008 members 
Mstep: Class 22 contains 11202 members 
Mstep: Class 23 contains 318 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114572 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941912.000000 Penalty: 91843.437500
Iteration 144Q: 28 clusters Score -1.289419e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 33068 members 
Mstep: Class 3 contains 140673 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 12311 members 
Mstep: Class 7 contains 39227 members 
Mstep: Class 8 contains 50735 members 
Mstep: Class 9 contains 39894 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42044 members 
Mstep: Class 17 contains 31069 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 201125 members 
Mstep: Class 21 contains 86972 members 
Mstep: Class 22 contains 11217 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114511 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941880.000000 Penalty: 91843.437500
Iteration 145Q: 28 clusters Score -1.289419e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 33072 members 
Mstep: Class 3 contains 140649 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 12340 members 
Mstep: Class 7 contains 39128 members 
Mstep: Class 8 contains 50579 members 
Mstep: Class 9 contains 39904 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 31027 members 
Mstep: Class 13 contains 7032 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42067 members 
Mstep: Class 17 contains 31106 members 
Mstep: Class 18 contains 12633 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 201071 members 
Mstep: Class 21 contains 86939 members 
Mstep: Class 22 contains 11250 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942120.000000 Penalty: 91843.437500
Iteration 146Q: 28 clusters Score -1.289421e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 33088 members 
Mstep: Class 3 contains 140617 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 12373 members 
Mstep: Class 7 contains 39059 members 
Mstep: Class 8 contains 50386 members 
Mstep: Class 9 contains 39910 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 31577 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42084 members 
Mstep: Class 17 contains 31167 members 
Mstep: Class 18 contains 12692 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 200985 members 
Mstep: Class 21 contains 86934 members 
Mstep: Class 22 contains 11275 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114476 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942112.000000 Penalty: 91843.437500
Iteration 147Q: 28 clusters Score -1.289421e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 140569 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 9676 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 50192 members 
Mstep: Class 9 contains 39914 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 32114 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42090 members 
Mstep: Class 17 contains 31227 members 
Mstep: Class 18 contains 12747 members 
Mstep: Class 19 contains 5844 members 
Mstep: Class 20 contains 200926 members 
Mstep: Class 21 contains 86922 members 
Mstep: Class 22 contains 11314 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114476 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942288.000000 Penalty: 91843.437500
Iteration 148Q: 28 clusters Score -1.289423e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 140535 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 9701 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 38892 members 
Mstep: Class 8 contains 50003 members 
Mstep: Class 9 contains 39916 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 32628 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42104 members 
Mstep: Class 17 contains 31279 members 
Mstep: Class 18 contains 12807 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200858 members 
Mstep: Class 21 contains 86907 members 
Mstep: Class 22 contains 11351 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114486 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942440.000000 Penalty: 91843.437500
Iteration 149Q: 28 clusters Score -1.289424e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 33103 members 
Mstep: Class 3 contains 140459 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 9728 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 38792 members 
Mstep: Class 8 contains 49786 members 
Mstep: Class 9 contains 39922 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 33129 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42109 members 
Mstep: Class 17 contains 31332 members 
Mstep: Class 18 contains 12884 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 200822 members 
Mstep: Class 21 contains 86913 members 
Mstep: Class 22 contains 11391 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114525 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942800.000000 Penalty: 91843.437500
Iteration 150Q: 28 clusters Score -1.289428e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 140375 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 12434 members 
Mstep: Class 7 contains 38717 members 
Mstep: Class 8 contains 49625 members 
Mstep: Class 9 contains 39931 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 33573 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 31377 members 
Mstep: Class 18 contains 12955 members 
Mstep: Class 19 contains 5844 members 
Mstep: Class 20 contains 200782 members 
Mstep: Class 21 contains 86917 members 
Mstep: Class 22 contains 11427 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114552 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942968.000000 Penalty: 91843.437500
Iteration 151Q: 28 clusters Score -1.28943e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 33110 members 
Mstep: Class 3 contains 140323 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 38626 members 
Mstep: Class 8 contains 49469 members 
Mstep: Class 9 contains 39933 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 33956 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42114 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200735 members 
Mstep: Class 21 contains 86927 members 
Mstep: Class 22 contains 11478 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114549 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942744.000000 Penalty: 91843.437500
Iteration 152Q: 28 clusters Score -1.289427e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 140284 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 9801 members 
Mstep: Class 6 contains 12477 members 
Mstep: Class 7 contains 38539 members 
Mstep: Class 8 contains 49321 members 
Mstep: Class 9 contains 39935 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 12 contains 34360 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42119 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200688 members 
Mstep: Class 21 contains 86929 members 
Mstep: Class 22 contains 11514 members 
Mstep: Class 23 contains 311 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114540 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942784.000000 Penalty: 91843.437500
Iteration 153Q: 28 clusters Score -1.289428e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 33134 members 
Mstep: Class 3 contains 140226 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 38448 members 
Mstep: Class 8 contains 49206 members 
Mstep: Class 9 contains 39946 members 
Mstep: Class 10 contains 6833 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 34698 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42129 members 
Mstep: Class 17 contains 31458 members 
Mstep: Class 18 contains 13166 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200674 members 
Mstep: Class 21 contains 86932 members 
Mstep: Class 22 contains 11557 members 
Mstep: Class 23 contains 310 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114531 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942832.000000 Penalty: 91843.437500
Iteration 154Q: 28 clusters Score -1.289428e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 140173 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 9814 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 49073 members 
Mstep: Class 9 contains 39952 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 35015 members 
Mstep: Class 13 contains 5822 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42136 members 
Mstep: Class 17 contains 31487 members 
Mstep: Class 18 contains 13252 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200639 members 
Mstep: Class 21 contains 86935 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 309 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114521 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942712.000000 Penalty: 91843.437500
Iteration 155Q: 28 clusters Score -1.289427e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 33188 members 
Mstep: Class 3 contains 140132 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 12537 members 
Mstep: Class 7 contains 38329 members 
Mstep: Class 8 contains 48928 members 
Mstep: Class 9 contains 39956 members 
Mstep: Class 10 contains 6844 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 35342 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42136 members 
Mstep: Class 17 contains 31502 members 
Mstep: Class 18 contains 13321 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 200611 members 
Mstep: Class 21 contains 86928 members 
Mstep: Class 22 contains 11607 members 
Mstep: Class 23 contains 308 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114513 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942752.000000 Penalty: 91843.437500
Iteration 156Q: 28 clusters Score -1.289428e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 140075 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 38286 members 
Mstep: Class 8 contains 48746 members 
Mstep: Class 9 contains 39960 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 35685 members 
Mstep: Class 13 contains 5597 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42135 members 
Mstep: Class 17 contains 31520 members 
Mstep: Class 18 contains 13386 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 200591 members 
Mstep: Class 21 contains 86916 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114515 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942872.000000 Penalty: 91843.437500
Iteration 157Q: 28 clusters Score -1.289429e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 33237 members 
Mstep: Class 3 contains 140047 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 12579 members 
Mstep: Class 7 contains 38253 members 
Mstep: Class 8 contains 48574 members 
Mstep: Class 9 contains 39971 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 12 contains 35978 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 31538 members 
Mstep: Class 18 contains 13429 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200553 members 
Mstep: Class 21 contains 86916 members 
Mstep: Class 22 contains 11640 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114525 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943160.000000 Penalty: 91843.437500
Iteration 158Q: 28 clusters Score -1.289432e+08 nChanged 1019
Entering ConstructFrom: 
Score: -128943160.000000 Penalty: 91843.437500
Entering ConstructFrom: 
Trying to split cluster 1 (14839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Entering Unmasked Estep 
Score: -1979137.500000 Penalty: 2382.043457
	Iteration 0F: 2 clusters Score -1979138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1968461.125000 Penalty: 4764.086914
	Iteration 0F: 3 clusters Score -1968461 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1971973.875000 Penalty: 4764.086914
	Iteration 1F: 3 clusters Score -1971974 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1972461.125000 Penalty: 4764.086914
	Iteration 2F: 3 clusters Score -1972461 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1972847.875000 Penalty: 4764.086914
	Iteration 3F: 3 clusters Score -1972848 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1973207.125000 Penalty: 4764.086914
	Iteration 4F: 3 clusters Score -1973207 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1973518.750000 Penalty: 4764.086914
	Iteration 5Q: 3 clusters Score -1973519 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1973796.875000 Penalty: 4764.086914
	Iteration 6Q: 3 clusters Score -1973797 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1974055.875000 Penalty: 4764.086914
	Iteration 7Q: 3 clusters Score -1974056 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1974288.500000 Penalty: 4764.086914
	Iteration 8Q: 3 clusters Score -1974288 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1974484.000000 Penalty: 4764.086914
	Iteration 9Q: 3 clusters Score -1974484 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1974665.250000 Penalty: 4764.086914
	Iteration 10Q: 3 clusters Score -1974665 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1974821.500000 Penalty: 4764.086914
	Iteration 11Q: 3 clusters Score -1974822 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1974941.875000 Penalty: 4764.086914
	Iteration 12Q: 3 clusters Score -1974942 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1975074.500000 Penalty: 4764.086914
	Iteration 13Q: 3 clusters Score -1975074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1975199.375000 Penalty: 4764.086914
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1975329.750000 Penalty: 4764.086914
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1975432.250000 Penalty: 4764.086914
	Iteration 16Q: 3 clusters Score -1975432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1975515.125000 Penalty: 4764.086914
	Iteration 17Q: 3 clusters Score -1975515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1975598.375000 Penalty: 4764.086914
	Iteration 18Q: 3 clusters Score -1975598 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1975664.625000 Penalty: 4764.086914
	Iteration 19Q: 3 clusters Score -1975665 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1975716.250000 Penalty: 4764.086914
	Iteration 20F: 3 clusters Score -1975716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1975785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1975849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1975899.750000 Penalty: 4764.086914
	Iteration 23Q: 3 clusters Score -1975900 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1975934.625000 Penalty: 4764.086914
	Iteration 24Q: 3 clusters Score -1975935 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1975962 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1975989.500000 Penalty: 4764.086914
	Iteration 26Q: 3 clusters Score -1975990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1976018.875000 Penalty: 4764.086914
	Iteration 27Q: 3 clusters Score -1976019 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1976043.250000 Penalty: 4764.086914
	Iteration 28Q: 3 clusters Score -1976043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1976061 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1976087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1976112.000000 Penalty: 4764.086914
	Iteration 31Q: 3 clusters Score -1976112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1976132.000000 Penalty: 4764.086914
	Iteration 32Q: 3 clusters Score -1976132 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1976169.375000 Penalty: 4764.086914
	Iteration 33Q: 3 clusters Score -1976169 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1976201.625000 Penalty: 4764.086914
	Iteration 34Q: 3 clusters Score -1976202 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1976220.625000 Penalty: 4764.086914
	Iteration 35Q: 3 clusters Score -1976221 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1976249.125000 Penalty: 4764.086914
	Iteration 36Q: 3 clusters Score -1976249 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1976274.250000 Penalty: 4764.086914
	Iteration 37Q: 3 clusters Score -1976274 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1976297 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1976331.875000 Penalty: 4764.086914
	Iteration 39Q: 3 clusters Score -1976332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1976362.500000 Penalty: 4764.086914
	Iteration 40F: 3 clusters Score -1976362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1976389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1976428.750000 Penalty: 4764.086914
	Iteration 42Q: 3 clusters Score -1976429 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1976468 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1976504 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1976547.875000 Penalty: 4764.086914
	Iteration 45Q: 3 clusters Score -1976548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1976598 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1976646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1976700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1976750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1976795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1976828.000000 Penalty: 4764.086914
	Iteration 51Q: 3 clusters Score -1976828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1976857.375000 Penalty: 4764.086914
	Iteration 52Q: 3 clusters Score -1976857 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1976892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1976913.250000 Penalty: 4764.086914
	Iteration 54Q: 3 clusters Score -1976913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1976933.125000 Penalty: 4764.086914
	Iteration 55Q: 3 clusters Score -1976933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1976959.250000 Penalty: 4764.086914
	Iteration 56Q: 3 clusters Score -1976959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1976979.250000 Penalty: 4764.086914
	Iteration 57Q: 3 clusters Score -1976979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1977006.375000 Penalty: 4764.086914
	Iteration 58Q: 3 clusters Score -1977006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1977029.875000 Penalty: 4764.086914
	Iteration 59Q: 3 clusters Score -1977030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1977052.250000 Penalty: 4764.086914
	Iteration 60F: 3 clusters Score -1977052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1977076.500000 Penalty: 4764.086914
	Iteration 61Q: 3 clusters Score -1977076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1977099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1977125.750000 Penalty: 4764.086914
	Iteration 63Q: 3 clusters Score -1977126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1977148.750000 Penalty: 4764.086914
	Iteration 64Q: 3 clusters Score -1977149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1977170.375000 Penalty: 4764.086914
	Iteration 65Q: 3 clusters Score -1977170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1977191.375000 Penalty: 4764.086914
	Iteration 66Q: 3 clusters Score -1977191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1977211.125000 Penalty: 4764.086914
	Iteration 67Q: 3 clusters Score -1977211 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1977227.375000 Penalty: 4764.086914
	Iteration 68Q: 3 clusters Score -1977227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1977240.000000 Penalty: 4764.086914
	Iteration 69Q: 3 clusters Score -1977240 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1977256.750000 Penalty: 4764.086914
	Iteration 70Q: 3 clusters Score -1977257 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1977273.500000 Penalty: 4764.086914
	Iteration 71Q: 3 clusters Score -1977274 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1977284.125000 Penalty: 4764.086914
	Iteration 72Q: 3 clusters Score -1977284 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1977292.875000 Penalty: 4764.086914
	Iteration 73Q: 3 clusters Score -1977293 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1977301.250000 Penalty: 4764.086914
	Iteration 74Q: 3 clusters Score -1977301 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1977303.500000 Penalty: 4764.086914
	Iteration 75Q: 3 clusters Score -1977304 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1977308.625000 Penalty: 4764.086914
	Iteration 76Q: 3 clusters Score -1977309 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1977311.125000 Penalty: 4764.086914
	Iteration 77Q: 3 clusters Score -1977311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1977315.125000 Penalty: 4764.086914
	Iteration 78Q: 3 clusters Score -1977315 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1977322.125000 Penalty: 4764.086914
	Iteration 79Q: 3 clusters Score -1977322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1977327.000000 Penalty: 4764.086914
	Iteration 80F: 3 clusters Score -1977327 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1977327.000000 Penalty: 4764.086914
	Iteration 81Q: 3 clusters Score -1977327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1977331.250000 Penalty: 4764.086914
	Iteration 82Q: 3 clusters Score -1977331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1977333.750000 Penalty: 4764.086914
	Iteration 83Q: 3 clusters Score -1977334 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1977336.875000 Penalty: 4764.086914
	Iteration 84Q: 3 clusters Score -1977337 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1977342.375000 Penalty: 4764.086914
	Iteration 85Q: 3 clusters Score -1977342 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1977343.500000 Penalty: 4764.086914
	Iteration 86Q: 3 clusters Score -1977344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1977345.375000 Penalty: 4764.086914
	Iteration 87Q: 3 clusters Score -1977345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1977350.375000 Penalty: 4764.086914
	Iteration 88Q: 3 clusters Score -1977350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1977354.000000 Penalty: 4764.086914
	Iteration 89Q: 3 clusters Score -1977354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1977350.750000 Penalty: 4764.086914
	Iteration 90Q: 3 clusters Score -1977351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1977357.750000 Penalty: 4764.086914
	Iteration 91Q: 3 clusters Score -1977358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1977357.750000 Penalty: 4764.086914
	Iteration 92Q: 3 clusters Score -1977358 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1977360.750000 Penalty: 4764.086914
	Iteration 93Q: 3 clusters Score -1977361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1977364.875000 Penalty: 4764.086914
	Iteration 94Q: 3 clusters Score -1977365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1977371.375000 Penalty: 4764.086914
	Iteration 95Q: 3 clusters Score -1977371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1977375.750000 Penalty: 4764.086914
	Iteration 96Q: 3 clusters Score -1977376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1977386.375000 Penalty: 4764.086914
	Iteration 97Q: 3 clusters Score -1977386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1977388.625000 Penalty: 4764.086914
	Iteration 98Q: 3 clusters Score -1977389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1977390.125000 Penalty: 4764.086914
	Iteration 99Q: 3 clusters Score -1977390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1977394.000000 Penalty: 4764.086914
	Iteration 100F: 3 clusters Score -1977394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1977395.000000 Penalty: 4764.086914
	Iteration 101Q: 3 clusters Score -1977395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1977394.875000 Penalty: 4764.086914
	Iteration 102Q: 3 clusters Score -1977395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1977395.750000 Penalty: 4764.086914
	Iteration 103Q: 3 clusters Score -1977396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1977395.750000 Penalty: 4764.086914
	Iteration 104Q: 3 clusters Score -1977396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1977397.750000 Penalty: 4764.086914
	Iteration 105Q: 3 clusters Score -1977398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1977400.500000 Penalty: 4764.086914
	Iteration 106Q: 3 clusters Score -1977400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1977399.250000 Penalty: 4764.086914
	Iteration 107Q: 3 clusters Score -1977399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1977399.500000 Penalty: 4764.086914
	Iteration 108Q: 3 clusters Score -1977400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1977402.000000 Penalty: 4764.086914
	Iteration 109Q: 3 clusters Score -1977402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1977406.000000 Penalty: 4764.086914
	Iteration 110Q: 3 clusters Score -1977406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1977409.125000 Penalty: 4764.086914
	Iteration 111Q: 3 clusters Score -1977409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1977408.250000 Penalty: 4764.086914
	Iteration 112Q: 3 clusters Score -1977408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1977409.250000 Penalty: 4764.086914
	Iteration 113Q: 3 clusters Score -1977409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1977410.000000 Penalty: 4764.086914
	Iteration 114Q: 3 clusters Score -1977410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1977410.000000 Penalty: 4764.086914
	Iteration 115F: 3 clusters Score -1977410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Entering Unmasked Estep 
Score: -4730352.000000 Penalty: 2582.292969
	Iteration 0F: 2 clusters Score -4730352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4707623.500000 Penalty: 5164.585938
	Iteration 0F: 3 clusters Score -4707624 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4716054.000000 Penalty: 5164.585938
	Iteration 1F: 3 clusters Score -4716054 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4716595.500000 Penalty: 5164.585938
	Iteration 2Q: 3 clusters Score -4716596 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4717044.000000 Penalty: 5164.585938
	Iteration 3Q: 3 clusters Score -4717044 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4717499.500000 Penalty: 5164.585938
	Iteration 4Q: 3 clusters Score -4717500 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4718069.500000 Penalty: 5164.585938
	Iteration 5Q: 3 clusters Score -4718070 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4718742.500000 Penalty: 5164.585938
	Iteration 6Q: 3 clusters Score -4718742 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4719699.000000 Penalty: 5164.585938
	Iteration 7F: 3 clusters Score -4719699 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -4720950.500000 Penalty: 5164.585938
	Iteration 8F: 3 clusters Score -4720950 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4722481.000000 Penalty: 5164.585938
	Iteration 9F: 3 clusters Score -4722481 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -4724010.000000 Penalty: 5164.585938
	Iteration 10F: 3 clusters Score -4724010 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4725371.500000 Penalty: 5164.585938
	Iteration 11Q: 3 clusters Score -4725372 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4726298.500000 Penalty: 5164.585938
	Iteration 12Q: 3 clusters Score -4726298 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4726955.500000 Penalty: 5164.585938
	Iteration 13Q: 3 clusters Score -4726956 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4727373.000000 Penalty: 5164.585938
	Iteration 14Q: 3 clusters Score -4727373 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4727631.000000 Penalty: 5164.585938
	Iteration 15Q: 3 clusters Score -4727631 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4727801.500000 Penalty: 5164.585938
	Iteration 16Q: 3 clusters Score -4727802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4727894.500000 Penalty: 5164.585938
	Iteration 17Q: 3 clusters Score -4727894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4727956.000000 Penalty: 5164.585938
	Iteration 18Q: 3 clusters Score -4727956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4727991.500000 Penalty: 5164.585938
	Iteration 19Q: 3 clusters Score -4727992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4728025.000000 Penalty: 5164.585938
	Iteration 20F: 3 clusters Score -4728025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4728046.500000 Penalty: 5164.585938
	Iteration 21Q: 3 clusters Score -4728046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4728067.500000 Penalty: 5164.585938
	Iteration 22Q: 3 clusters Score -4728068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4728081.000000 Penalty: 5164.585938
	Iteration 23Q: 3 clusters Score -4728081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4728099.000000 Penalty: 5164.585938
	Iteration 24Q: 3 clusters Score -4728099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4728109.500000 Penalty: 5164.585938
	Iteration 25Q: 3 clusters Score -4728110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4728112.500000 Penalty: 5164.585938
	Iteration 26Q: 3 clusters Score -4728112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4728112.000000 Penalty: 5164.585938
	Iteration 27Q: 3 clusters Score -4728112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4728112.500000 Penalty: 5164.585938
	Iteration 28Q: 3 clusters Score -4728112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4728118.000000 Penalty: 5164.585938
	Iteration 29Q: 3 clusters Score -4728118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4728118.000000 Penalty: 5164.585938
	Iteration 30F: 3 clusters Score -4728118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (140008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Entering Unmasked Estep 
Score: -20531210.000000 Penalty: 2938.664795
	Iteration 0F: 2 clusters Score -2.053121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -20440706.000000 Penalty: 5877.329590
	Iteration 0F: 3 clusters Score -2.044071e+07 nChanged 66766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -20478724.000000 Penalty: 5877.329590
	Iteration 1F: 3 clusters Score -2.047872e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -20479510.000000 Penalty: 5877.329590
	Iteration 2Q: 3 clusters Score -2.047951e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -20480220.000000 Penalty: 5877.329590
	Iteration 3Q: 3 clusters Score -2.048022e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -20481070.000000 Penalty: 5877.329590
	Iteration 4Q: 3 clusters Score -2.048107e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -20482496.000000 Penalty: 5877.329590
	Iteration 5Q: 3 clusters Score -2.04825e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -20484524.000000 Penalty: 5877.329590
	Iteration 6Q: 3 clusters Score -2.048452e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -20488420.000000 Penalty: 5877.329590
	Iteration 7F: 3 clusters Score -2.048842e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -20494522.000000 Penalty: 5877.329590
	Iteration 8F: 3 clusters Score -2.049452e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -20503088.000000 Penalty: 5877.329590
	Iteration 9F: 3 clusters Score -2.050309e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -20512378.000000 Penalty: 5877.329590
	Iteration 10F: 3 clusters Score -2.051238e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -20519626.000000 Penalty: 5877.329590
	Iteration 11F: 3 clusters Score -2.051963e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -20523732.000000 Penalty: 5877.329590
	Iteration 12Q: 3 clusters Score -2.052373e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -20526054.000000 Penalty: 5877.329590
	Iteration 13Q: 3 clusters Score -2.052605e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -20527414.000000 Penalty: 5877.329590
	Iteration 14Q: 3 clusters Score -2.052741e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -20528132.000000 Penalty: 5877.329590
	Iteration 15Q: 3 clusters Score -2.052813e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
Score: -20528756.000000 Penalty: 5877.329590
	Iteration 16Q: 3 clusters Score -2.052876e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -20529260.000000 Penalty: 5877.329590
	Iteration 17Q: 3 clusters Score -2.052926e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -20529670.000000 Penalty: 5877.329590
	Iteration 18Q: 3 clusters Score -2.052967e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -20529768.000000 Penalty: 5877.329590
	Iteration 19Q: 3 clusters Score -2.052977e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 132920 members 
Entering Unmasked Estep 
Score: -20529962.000000 Penalty: 5877.329590
	Iteration 20F: 3 clusters Score -2.052996e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 21Q: 3 clusters Score -2.053001e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -20530042.000000 Penalty: 5877.329590
	Iteration 22Q: 3 clusters Score -2.053004e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -20530024.000000 Penalty: 5877.329590
	Iteration 23Q: 3 clusters Score -2.053002e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 135437 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5877.329590
	Iteration 24Q: 3 clusters Score -2.053004e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -20530084.000000 Penalty: 5877.329590
	Iteration 25Q: 3 clusters Score -2.053008e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -20530046.000000 Penalty: 5877.329590
	Iteration 26Q: 3 clusters Score -2.053005e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -20530054.000000 Penalty: 5877.329590
	Iteration 27Q: 3 clusters Score -2.053005e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -20530066.000000 Penalty: 5877.329590
	Iteration 28Q: 3 clusters Score -2.053007e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -20530060.000000 Penalty: 5877.329590
	Iteration 29Q: 3 clusters Score -2.053006e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 137015 members 
Entering Unmasked Estep 
Score: -20530076.000000 Penalty: 5877.329590
	Iteration 30Q: 3 clusters Score -2.053008e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 137124 members 
Entering Unmasked Estep 
Score: -20530072.000000 Penalty: 5877.329590
	Iteration 31Q: 3 clusters Score -2.053007e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -20530060.000000 Penalty: 5877.329590
	Iteration 32Q: 3 clusters Score -2.053006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -20530058.000000 Penalty: 5877.329590
	Iteration 33Q: 3 clusters Score -2.053006e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 137313 members 
Entering Unmasked Estep 
Score: -20530056.000000 Penalty: 5877.329590
	Iteration 34Q: 3 clusters Score -2.053006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -20530096.000000 Penalty: 5877.329590
	Iteration 35Q: 3 clusters Score -2.05301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -20530092.000000 Penalty: 5877.329590
	Iteration 36Q: 3 clusters Score -2.053009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -20530098.000000 Penalty: 5877.329590
	Iteration 37Q: 3 clusters Score -2.05301e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -20530092.000000 Penalty: 5877.329590
	Iteration 38Q: 3 clusters Score -2.053009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -20530066.000000 Penalty: 5877.329590
	Iteration 39Q: 3 clusters Score -2.053007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -20530054.000000 Penalty: 5877.329590
	Iteration 40F: 3 clusters Score -2.053005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -20530066.000000 Penalty: 5877.329590
	Iteration 41Q: 3 clusters Score -2.053007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -20530060.000000 Penalty: 5877.329590
	Iteration 42Q: 3 clusters Score -2.053006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 137535 members 
Entering Unmasked Estep 
Score: -20530054.000000 Penalty: 5877.329590
	Iteration 43Q: 3 clusters Score -2.053005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -20530048.000000 Penalty: 5877.329590
	Iteration 44Q: 3 clusters Score -2.053005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -20530052.000000 Penalty: 5877.329590
	Iteration 45Q: 3 clusters Score -2.053005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -20530030.000000 Penalty: 5877.329590
	Iteration 46Q: 3 clusters Score -2.053003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 137571 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5877.329590
	Iteration 47Q: 3 clusters Score -2.053004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5877.329590
	Iteration 48Q: 3 clusters Score -2.053004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 137584 members 
Entering Unmasked Estep 
Score: -20530026.000000 Penalty: 5877.329590
	Iteration 49Q: 3 clusters Score -2.053003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -20530034.000000 Penalty: 5877.329590
	Iteration 50Q: 3 clusters Score -2.053003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -20530040.000000 Penalty: 5877.329590
	Iteration 51Q: 3 clusters Score -2.053004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -20530040.000000 Penalty: 5877.329590
	Iteration 52Q: 3 clusters Score -2.053004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 137615 members 
Entering Unmasked Estep 
Score: -20530044.000000 Penalty: 5877.329590
	Iteration 53Q: 3 clusters Score -2.053004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5877.329590
	Iteration 54Q: 3 clusters Score -2.053004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -20530032.000000 Penalty: 5877.329590
	Iteration 55Q: 3 clusters Score -2.053003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 137634 members 
Entering Unmasked Estep 
Score: -20530028.000000 Penalty: 5877.329590
	Iteration 56Q: 3 clusters Score -2.053003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 137637 members 
Entering Unmasked Estep 
Score: -20530030.000000 Penalty: 5877.329590
	Iteration 57Q: 3 clusters Score -2.053003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 137643 members 
Entering Unmasked Estep 
Score: -20530024.000000 Penalty: 5877.329590
	Iteration 58Q: 3 clusters Score -2.053002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 137648 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5877.329590
	Iteration 59Q: 3 clusters Score -2.053004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 137652 members 
Entering Unmasked Estep 
Score: -20530016.000000 Penalty: 5877.329590
	Iteration 60F: 3 clusters Score -2.053002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -20530020.000000 Penalty: 5877.329590
	Iteration 61Q: 3 clusters Score -2.053002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 62Q: 3 clusters Score -2.053001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 137666 members 
Entering Unmasked Estep 
Score: -20530002.000000 Penalty: 5877.329590
	Iteration 63Q: 3 clusters Score -2.053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 137672 members 
Entering Unmasked Estep 
Score: -20529990.000000 Penalty: 5877.329590
	Iteration 64Q: 3 clusters Score -2.052999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 137677 members 
Entering Unmasked Estep 
Score: -20529998.000000 Penalty: 5877.329590
	Iteration 65Q: 3 clusters Score -2.053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -20529998.000000 Penalty: 5877.329590
	Iteration 66Q: 3 clusters Score -2.053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -20529992.000000 Penalty: 5877.329590
	Iteration 67Q: 3 clusters Score -2.052999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 137699 members 
Entering Unmasked Estep 
Score: -20530004.000000 Penalty: 5877.329590
	Iteration 68Q: 3 clusters Score -2.053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -20530002.000000 Penalty: 5877.329590
	Iteration 69Q: 3 clusters Score -2.053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -20530006.000000 Penalty: 5877.329590
	Iteration 70Q: 3 clusters Score -2.053001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -20530020.000000 Penalty: 5877.329590
	Iteration 71Q: 3 clusters Score -2.053002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -20530028.000000 Penalty: 5877.329590
	Iteration 72Q: 3 clusters Score -2.053003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 73Q: 3 clusters Score -2.053001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 74Q: 3 clusters Score -2.053001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 75Q: 3 clusters Score -2.053001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -20530014.000000 Penalty: 5877.329590
	Iteration 76Q: 3 clusters Score -2.053001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -20530012.000000 Penalty: 5877.329590
	Iteration 77Q: 3 clusters Score -2.053001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -20530004.000000 Penalty: 5877.329590
	Iteration 78Q: 3 clusters Score -2.053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -20530004.000000 Penalty: 5877.329590
	Iteration 79F: 3 clusters Score -2.053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -303087.750000 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -303087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -300341.906250 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -300341.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300874.000000 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -300874 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -301022.125000 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -301022.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -301101.906250 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -301101.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -301144.031250 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -301144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301171.468750 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -301171.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -301198.812500 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -301198.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -301232.125000 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -301232.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301265.406250 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -301265.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301297.718750 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -301297.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -301330.250000 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -301330.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -301365.843750 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -301365.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301421.281250 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -301421.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -301468.781250 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -301468.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -301521.093750 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -301521.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -301575.906250 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -301575.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -301690.281250 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -301690.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -301949.156250 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -301949.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -302496.093750 Penalty: 3823.816895
	Iteration 18F: 3 clusters Score -302496.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -303155.125000 Penalty: 3823.816895
	Iteration 19F: 3 clusters Score -303155.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -303423.187500 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -303423.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303456.156250 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -303456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -303463.375000 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -303463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -303467.906250 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -303467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -303470.437500 Penalty: 3823.816895
	Iteration 24Q: 3 clusters Score -303470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303471.062500 Penalty: 3823.816895
	Iteration 25Q: 3 clusters Score -303471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303471.468750 Penalty: 3823.816895
	Iteration 26Q: 3 clusters Score -303471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303471.468750 Penalty: 3823.816895
	Iteration 27F: 3 clusters Score -303471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 140008 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 38239 members 
Mstep: Class 8 contains 48399 members 
Mstep: Class 9 contains 39973 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 36276 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 31555 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200509 members 
Mstep: Class 21 contains 86911 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114538 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 1021 members 
Entering Unmasked Estep 
Score: -128942056.000000 Penalty: 95245.046875
Splitting cluster 4 changes total score from -128943160.000000 to -128942056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -1408634.375000 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -1408634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1401052.625000 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -1401053 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1403187.875000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -1403188 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1403479.625000 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -1403480 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1403697.750000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -1403698 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1403861.125000 Penalty: 4561.234863
	Iteration 4Q: 3 clusters Score -1403861 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1403989.125000 Penalty: 4561.234863
	Iteration 5Q: 3 clusters Score -1403989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1404107.125000 Penalty: 4561.234863
	Iteration 6Q: 3 clusters Score -1404107 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1404212.875000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -1404213 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1404296.500000 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -1404296 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1404374.875000 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -1404375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1404464.375000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -1404464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1404560.500000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -1404560 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1404651.125000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -1404651 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1404735.125000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -1404735 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1404825.875000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -1404826 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1404910.250000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -1404910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1404998.250000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -1404998 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1405104.250000 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -1405104 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1405223.375000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -1405223 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1405347.875000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -1405348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1405496.875000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -1405497 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1405650.750000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -1405651 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1405807.375000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -1405807 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1405943.000000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -1405943 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1406079.500000 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -1406080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1406186.500000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -1406186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1406269.875000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -1406270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1406341.750000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -1406342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1406405.875000 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -1406406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1406444.625000 Penalty: 4561.234863
	Iteration 29Q: 3 clusters Score -1406445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1406482.250000 Penalty: 4561.234863
	Iteration 30Q: 3 clusters Score -1406482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1406518.125000 Penalty: 4561.234863
	Iteration 31Q: 3 clusters Score -1406518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1406541.000000 Penalty: 4561.234863
	Iteration 32Q: 3 clusters Score -1406541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1406562.000000 Penalty: 4561.234863
	Iteration 33Q: 3 clusters Score -1406562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1406577.500000 Penalty: 4561.234863
	Iteration 34Q: 3 clusters Score -1406578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1406585.375000 Penalty: 4561.234863
	Iteration 35Q: 3 clusters Score -1406585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1406592.875000 Penalty: 4561.234863
	Iteration 36Q: 3 clusters Score -1406593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1406604.125000 Penalty: 4561.234863
	Iteration 37Q: 3 clusters Score -1406604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1406611.250000 Penalty: 4561.234863
	Iteration 38Q: 3 clusters Score -1406611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1406621.000000 Penalty: 4561.234863
	Iteration 39Q: 3 clusters Score -1406621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1406629.750000 Penalty: 4561.234863
	Iteration 40F: 3 clusters Score -1406630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1406632.875000 Penalty: 4561.234863
	Iteration 41Q: 3 clusters Score -1406633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1406640.375000 Penalty: 4561.234863
	Iteration 42Q: 3 clusters Score -1406640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1406646.375000 Penalty: 4561.234863
	Iteration 43Q: 3 clusters Score -1406646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1406654.000000 Penalty: 4561.234863
	Iteration 44Q: 3 clusters Score -1406654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1406658.625000 Penalty: 4561.234863
	Iteration 45Q: 3 clusters Score -1406659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1406663.125000 Penalty: 4561.234863
	Iteration 46Q: 3 clusters Score -1406663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1406661.875000 Penalty: 4561.234863
	Iteration 47Q: 3 clusters Score -1406662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1406662.625000 Penalty: 4561.234863
	Iteration 48Q: 3 clusters Score -1406663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1406662.625000 Penalty: 4561.234863
	Iteration 49Q: 3 clusters Score -1406663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1406662.625000 Penalty: 4561.234863
	Iteration 50F: 3 clusters Score -1406663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1661216.625000 Penalty: 2341.263428
	Iteration 0F: 2 clusters Score -1661217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1651899.250000 Penalty: 4682.526855
	Iteration 0F: 3 clusters Score -1651899 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1654860.625000 Penalty: 4682.526855
	Iteration 1F: 3 clusters Score -1654861 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1655325.875000 Penalty: 4682.526855
	Iteration 2F: 3 clusters Score -1655326 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1655730.250000 Penalty: 4682.526855
	Iteration 3F: 3 clusters Score -1655730 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1656090.750000 Penalty: 4682.526855
	Iteration 4F: 3 clusters Score -1656091 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1656445.500000 Penalty: 4682.526855
	Iteration 5Q: 3 clusters Score -1656446 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1656784.750000 Penalty: 4682.526855
	Iteration 6Q: 3 clusters Score -1656785 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1657106.250000 Penalty: 4682.526855
	Iteration 7Q: 3 clusters Score -1657106 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1657398.500000 Penalty: 4682.526855
	Iteration 8Q: 3 clusters Score -1657398 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1657637.625000 Penalty: 4682.526855
	Iteration 9Q: 3 clusters Score -1657638 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1657834.875000 Penalty: 4682.526855
	Iteration 10Q: 3 clusters Score -1657835 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1658006.500000 Penalty: 4682.526855
	Iteration 11Q: 3 clusters Score -1658006 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1658136.750000 Penalty: 4682.526855
	Iteration 12Q: 3 clusters Score -1658137 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1658255.250000 Penalty: 4682.526855
	Iteration 13Q: 3 clusters Score -1658255 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1658353.750000 Penalty: 4682.526855
	Iteration 14Q: 3 clusters Score -1658354 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1658427.000000 Penalty: 4682.526855
	Iteration 15Q: 3 clusters Score -1658427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1658480.500000 Penalty: 4682.526855
	Iteration 16Q: 3 clusters Score -1658480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1658540.375000 Penalty: 4682.526855
	Iteration 17Q: 3 clusters Score -1658540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1658576.125000 Penalty: 4682.526855
	Iteration 18Q: 3 clusters Score -1658576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1658614.375000 Penalty: 4682.526855
	Iteration 19Q: 3 clusters Score -1658614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1658649.500000 Penalty: 4682.526855
	Iteration 20F: 3 clusters Score -1658650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1658678.125000 Penalty: 4682.526855
	Iteration 21Q: 3 clusters Score -1658678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1658697.125000 Penalty: 4682.526855
	Iteration 22Q: 3 clusters Score -1658697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1658718.000000 Penalty: 4682.526855
	Iteration 23Q: 3 clusters Score -1658718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1658734.125000 Penalty: 4682.526855
	Iteration 24Q: 3 clusters Score -1658734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1658765.000000 Penalty: 4682.526855
	Iteration 25Q: 3 clusters Score -1658765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1658785.250000 Penalty: 4682.526855
	Iteration 26Q: 3 clusters Score -1658785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1658805.375000 Penalty: 4682.526855
	Iteration 27Q: 3 clusters Score -1658805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1658836.125000 Penalty: 4682.526855
	Iteration 28Q: 3 clusters Score -1658836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1658858.000000 Penalty: 4682.526855
	Iteration 29Q: 3 clusters Score -1658858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1658876.250000 Penalty: 4682.526855
	Iteration 30Q: 3 clusters Score -1658876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1658903.000000 Penalty: 4682.526855
	Iteration 31Q: 3 clusters Score -1658903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1658935.375000 Penalty: 4682.526855
	Iteration 32Q: 3 clusters Score -1658935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1658958.875000 Penalty: 4682.526855
	Iteration 33Q: 3 clusters Score -1658959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1658992.500000 Penalty: 4682.526855
	Iteration 34Q: 3 clusters Score -1658992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1659039.500000 Penalty: 4682.526855
	Iteration 35Q: 3 clusters Score -1659040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1659088.875000 Penalty: 4682.526855
	Iteration 36Q: 3 clusters Score -1659089 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1659144.375000 Penalty: 4682.526855
	Iteration 37Q: 3 clusters Score -1659144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1659189.625000 Penalty: 4682.526855
	Iteration 38Q: 3 clusters Score -1659190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1659231.125000 Penalty: 4682.526855
	Iteration 39Q: 3 clusters Score -1659231 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1659286.375000 Penalty: 4682.526855
	Iteration 40F: 3 clusters Score -1659286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1659339.875000 Penalty: 4682.526855
	Iteration 41Q: 3 clusters Score -1659340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1659395.750000 Penalty: 4682.526855
	Iteration 42Q: 3 clusters Score -1659396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1659450.500000 Penalty: 4682.526855
	Iteration 43Q: 3 clusters Score -1659450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1659489.375000 Penalty: 4682.526855
	Iteration 44Q: 3 clusters Score -1659489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1659542.875000 Penalty: 4682.526855
	Iteration 45Q: 3 clusters Score -1659543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1659578.500000 Penalty: 4682.526855
	Iteration 46Q: 3 clusters Score -1659578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1659612.125000 Penalty: 4682.526855
	Iteration 47Q: 3 clusters Score -1659612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1659631.875000 Penalty: 4682.526855
	Iteration 48Q: 3 clusters Score -1659632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1659634.625000 Penalty: 4682.526855
	Iteration 49Q: 3 clusters Score -1659635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1659636.875000 Penalty: 4682.526855
	Iteration 50Q: 3 clusters Score -1659637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1659646.000000 Penalty: 4682.526855
	Iteration 51Q: 3 clusters Score -1659646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1659650.875000 Penalty: 4682.526855
	Iteration 52Q: 3 clusters Score -1659651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1659653.125000 Penalty: 4682.526855
	Iteration 53Q: 3 clusters Score -1659653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1659656.125000 Penalty: 4682.526855
	Iteration 54Q: 3 clusters Score -1659656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1659655.625000 Penalty: 4682.526855
	Iteration 55Q: 3 clusters Score -1659656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1659655.500000 Penalty: 4682.526855
	Iteration 56Q: 3 clusters Score -1659656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1659656.000000 Penalty: 4682.526855
	Iteration 57Q: 3 clusters Score -1659656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1659656.000000 Penalty: 4682.526855
	Iteration 58F: 3 clusters Score -1659656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Entering Unmasked Estep 
Score: -5635921.500000 Penalty: 2616.799561
	Iteration 0F: 2 clusters Score -5635922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5609832.000000 Penalty: 5233.599121
	Iteration 0F: 3 clusters Score -5609832 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5619382.000000 Penalty: 5233.599121
	Iteration 1F: 3 clusters Score -5619382 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -5619766.500000 Penalty: 5233.599121
	Iteration 2Q: 3 clusters Score -5619766 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5620128.500000 Penalty: 5233.599121
	Iteration 3Q: 3 clusters Score -5620128 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5620553.500000 Penalty: 5233.599121
	Iteration 4Q: 3 clusters Score -5620554 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5620982.000000 Penalty: 5233.599121
	Iteration 5Q: 3 clusters Score -5620982 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5621566.000000 Penalty: 5233.599121
	Iteration 6Q: 3 clusters Score -5621566 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5622465.500000 Penalty: 5233.599121
	Iteration 7Q: 3 clusters Score -5622466 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5623842.500000 Penalty: 5233.599121
	Iteration 8F: 3 clusters Score -5623842 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5625693.000000 Penalty: 5233.599121
	Iteration 9F: 3 clusters Score -5625693 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5627870.500000 Penalty: 5233.599121
	Iteration 10F: 3 clusters Score -5627870 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5629958.000000 Penalty: 5233.599121
	Iteration 11F: 3 clusters Score -5629958 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5631392.000000 Penalty: 5233.599121
	Iteration 12Q: 3 clusters Score -5631392 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5632323.000000 Penalty: 5233.599121
	Iteration 13Q: 3 clusters Score -5632323 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5632895.000000 Penalty: 5233.599121
	Iteration 14Q: 3 clusters Score -5632895 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5633181.500000 Penalty: 5233.599121
	Iteration 15Q: 3 clusters Score -5633182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5633333.500000 Penalty: 5233.599121
	Iteration 16Q: 3 clusters Score -5633334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5633430.000000 Penalty: 5233.599121
	Iteration 17Q: 3 clusters Score -5633430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5633501.500000 Penalty: 5233.599121
	Iteration 18Q: 3 clusters Score -5633502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5633543.000000 Penalty: 5233.599121
	Iteration 19Q: 3 clusters Score -5633543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5633577.500000 Penalty: 5233.599121
	Iteration 20F: 3 clusters Score -5633578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5633608.500000 Penalty: 5233.599121
	Iteration 21Q: 3 clusters Score -5633608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5633628.000000 Penalty: 5233.599121
	Iteration 22Q: 3 clusters Score -5633628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5633637.500000 Penalty: 5233.599121
	Iteration 23Q: 3 clusters Score -5633638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5633648.000000 Penalty: 5233.599121
	Iteration 24Q: 3 clusters Score -5633648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5633656.500000 Penalty: 5233.599121
	Iteration 25Q: 3 clusters Score -5633656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5633662.500000 Penalty: 5233.599121
	Iteration 26Q: 3 clusters Score -5633662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5633664.500000 Penalty: 5233.599121
	Iteration 27Q: 3 clusters Score -5633664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5633667.500000 Penalty: 5233.599121
	Iteration 28Q: 3 clusters Score -5633668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5633675.000000 Penalty: 5233.599121
	Iteration 29Q: 3 clusters Score -5633675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5633676.500000 Penalty: 5233.599121
	Iteration 30Q: 3 clusters Score -5633676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5633686.000000 Penalty: 5233.599121
	Iteration 31Q: 3 clusters Score -5633686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5633691.000000 Penalty: 5233.599121
	Iteration 32Q: 3 clusters Score -5633691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5633694.000000 Penalty: 5233.599121
	Iteration 33Q: 3 clusters Score -5633694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5633694.000000 Penalty: 5233.599121
	Iteration 34Q: 3 clusters Score -5633694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5633699.000000 Penalty: 5233.599121
	Iteration 35Q: 3 clusters Score -5633699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5633699.000000 Penalty: 5233.599121
	Iteration 36F: 3 clusters Score -5633699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Entering Unmasked Estep 
Score: -7067142.500000 Penalty: 2675.234131
	Iteration 0F: 2 clusters Score -7067142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -7034519.000000 Penalty: 5350.468262
	Iteration 0F: 3 clusters Score -7034519 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -7046648.500000 Penalty: 5350.468262
	Iteration 1F: 3 clusters Score -7046648 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7047178.000000 Penalty: 5350.468262
	Iteration 2Q: 3 clusters Score -7047178 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -7047773.500000 Penalty: 5350.468262
	Iteration 3Q: 3 clusters Score -7047774 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -7048507.000000 Penalty: 5350.468262
	Iteration 4Q: 3 clusters Score -7048507 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -7049376.000000 Penalty: 5350.468262
	Iteration 5Q: 3 clusters Score -7049376 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -7050577.500000 Penalty: 5350.468262
	Iteration 6Q: 3 clusters Score -7050578 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -7052259.500000 Penalty: 5350.468262
	Iteration 7F: 3 clusters Score -7052260 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -7054405.500000 Penalty: 5350.468262
	Iteration 8F: 3 clusters Score -7054406 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7056763.000000 Penalty: 5350.468262
	Iteration 9F: 3 clusters Score -7056763 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -7058733.000000 Penalty: 5350.468262
	Iteration 10F: 3 clusters Score -7058733 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7060296.500000 Penalty: 5350.468262
	Iteration 11Q: 3 clusters Score -7060296 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -7061518.500000 Penalty: 5350.468262
	Iteration 12Q: 3 clusters Score -7061518 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7062370.500000 Penalty: 5350.468262
	Iteration 13Q: 3 clusters Score -7062370 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7062860.500000 Penalty: 5350.468262
	Iteration 14Q: 3 clusters Score -7062860 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7063192.500000 Penalty: 5350.468262
	Iteration 15Q: 3 clusters Score -7063192 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -7063393.000000 Penalty: 5350.468262
	Iteration 16Q: 3 clusters Score -7063393 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7063494.000000 Penalty: 5350.468262
	Iteration 17Q: 3 clusters Score -7063494 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7063608.500000 Penalty: 5350.468262
	Iteration 18Q: 3 clusters Score -7063608 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7063706.500000 Penalty: 5350.468262
	Iteration 19Q: 3 clusters Score -7063706 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7063775.500000 Penalty: 5350.468262
	Iteration 20F: 3 clusters Score -7063776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7063888.000000 Penalty: 5350.468262
	Iteration 21Q: 3 clusters Score -7063888 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7063978.000000 Penalty: 5350.468262
	Iteration 22Q: 3 clusters Score -7063978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -7064082.000000 Penalty: 5350.468262
	Iteration 23Q: 3 clusters Score -7064082 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -7064165.000000 Penalty: 5350.468262
	Iteration 24Q: 3 clusters Score -7064165 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -7064291.500000 Penalty: 5350.468262
	Iteration 25Q: 3 clusters Score -7064292 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -7064377.000000 Penalty: 5350.468262
	Iteration 26Q: 3 clusters Score -7064377 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -7064437.000000 Penalty: 5350.468262
	Iteration 27Q: 3 clusters Score -7064437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -7064568.500000 Penalty: 5350.468262
	Iteration 28Q: 3 clusters Score -7064568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -7064651.500000 Penalty: 5350.468262
	Iteration 29Q: 3 clusters Score -7064652 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -7064752.500000 Penalty: 5350.468262
	Iteration 30Q: 3 clusters Score -7064752 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -7064836.000000 Penalty: 5350.468262
	Iteration 31Q: 3 clusters Score -7064836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -7064865.000000 Penalty: 5350.468262
	Iteration 32Q: 3 clusters Score -7064865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -7064904.500000 Penalty: 5350.468262
	Iteration 33Q: 3 clusters Score -7064904 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -7064940.500000 Penalty: 5350.468262
	Iteration 34Q: 3 clusters Score -7064940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -7064956.000000 Penalty: 5350.468262
	Iteration 35Q: 3 clusters Score -7064956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -7064995.000000 Penalty: 5350.468262
	Iteration 36Q: 3 clusters Score -7064995 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -7065028.000000 Penalty: 5350.468262
	Iteration 37Q: 3 clusters Score -7065028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -7065029.500000 Penalty: 5350.468262
	Iteration 38Q: 3 clusters Score -7065030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -7065058.500000 Penalty: 5350.468262
	Iteration 39Q: 3 clusters Score -7065058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -7065086.000000 Penalty: 5350.468262
	Iteration 40F: 3 clusters Score -7065086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -7065083.500000 Penalty: 5350.468262
	Iteration 41Q: 3 clusters Score -7065084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -7065104.500000 Penalty: 5350.468262
	Iteration 42Q: 3 clusters Score -7065104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -7065110.000000 Penalty: 5350.468262
	Iteration 43Q: 3 clusters Score -7065110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -7065108.000000 Penalty: 5350.468262
	Iteration 44Q: 3 clusters Score -7065108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7065110.500000 Penalty: 5350.468262
	Iteration 45Q: 3 clusters Score -7065110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -7065143.500000 Penalty: 5350.468262
	Iteration 46Q: 3 clusters Score -7065144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -7065146.000000 Penalty: 5350.468262
	Iteration 47Q: 3 clusters Score -7065146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -7065145.000000 Penalty: 5350.468262
	Iteration 48Q: 3 clusters Score -7065145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7065149.000000 Penalty: 5350.468262
	Iteration 49Q: 3 clusters Score -7065149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -7065167.000000 Penalty: 5350.468262
	Iteration 50Q: 3 clusters Score -7065167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -7065182.500000 Penalty: 5350.468262
	Iteration 51Q: 3 clusters Score -7065182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -7065177.000000 Penalty: 5350.468262
	Iteration 52Q: 3 clusters Score -7065177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -7065165.500000 Penalty: 5350.468262
	Iteration 53Q: 3 clusters Score -7065166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -7065170.000000 Penalty: 5350.468262
	Iteration 54Q: 3 clusters Score -7065170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -7065183.500000 Penalty: 5350.468262
	Iteration 55Q: 3 clusters Score -7065184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -7065181.000000 Penalty: 5350.468262
	Iteration 56Q: 3 clusters Score -7065181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -7065185.000000 Penalty: 5350.468262
	Iteration 57Q: 3 clusters Score -7065185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -7065192.500000 Penalty: 5350.468262
	Iteration 58Q: 3 clusters Score -7065192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -7065193.500000 Penalty: 5350.468262
	Iteration 59Q: 3 clusters Score -7065194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -7065194.000000 Penalty: 5350.468262
	Iteration 60F: 3 clusters Score -7065194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -7065189.000000 Penalty: 5350.468262
	Iteration 61Q: 3 clusters Score -7065189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -7065196.500000 Penalty: 5350.468262
	Iteration 62Q: 3 clusters Score -7065196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -7065194.500000 Penalty: 5350.468262
	Iteration 63Q: 3 clusters Score -7065194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -7065192.500000 Penalty: 5350.468262
	Iteration 64Q: 3 clusters Score -7065192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -7065197.500000 Penalty: 5350.468262
	Iteration 65Q: 3 clusters Score -7065198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -7065193.500000 Penalty: 5350.468262
	Iteration 66Q: 3 clusters Score -7065194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -7065194.000000 Penalty: 5350.468262
	Iteration 67Q: 3 clusters Score -7065194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -7065192.000000 Penalty: 5350.468262
	Iteration 68Q: 3 clusters Score -7065192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -7065193.500000 Penalty: 5350.468262
	Iteration 69Q: 3 clusters Score -7065194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -7065193.500000 Penalty: 5350.468262
	Iteration 70F: 3 clusters Score -7065194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Entering Unmasked Estep 
Score: -5724636.500000 Penalty: 2627.798096
	Iteration 0F: 2 clusters Score -5724636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -5697483.000000 Penalty: 5255.596191
	Iteration 0F: 3 clusters Score -5697483 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5707529.000000 Penalty: 5255.596191
	Iteration 1F: 3 clusters Score -5707529 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5708045.500000 Penalty: 5255.596191
	Iteration 2Q: 3 clusters Score -5708046 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5708752.000000 Penalty: 5255.596191
	Iteration 3Q: 3 clusters Score -5708752 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5709477.500000 Penalty: 5255.596191
	Iteration 4Q: 3 clusters Score -5709478 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5710539.500000 Penalty: 5255.596191
	Iteration 5Q: 3 clusters Score -5710540 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5711800.000000 Penalty: 5255.596191
	Iteration 6F: 3 clusters Score -5711800 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5713218.500000 Penalty: 5255.596191
	Iteration 7F: 3 clusters Score -5713218 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -5714749.500000 Penalty: 5255.596191
	Iteration 8F: 3 clusters Score -5714750 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5716319.000000 Penalty: 5255.596191
	Iteration 9F: 3 clusters Score -5716319 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5717759.500000 Penalty: 5255.596191
	Iteration 10F: 3 clusters Score -5717760 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5718889.500000 Penalty: 5255.596191
	Iteration 11Q: 3 clusters Score -5718890 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5719612.500000 Penalty: 5255.596191
	Iteration 12Q: 3 clusters Score -5719612 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5720148.500000 Penalty: 5255.596191
	Iteration 13Q: 3 clusters Score -5720148 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5720590.000000 Penalty: 5255.596191
	Iteration 14Q: 3 clusters Score -5720590 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5720973.000000 Penalty: 5255.596191
	Iteration 15Q: 3 clusters Score -5720973 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5721258.500000 Penalty: 5255.596191
	Iteration 16Q: 3 clusters Score -5721258 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5721527.000000 Penalty: 5255.596191
	Iteration 17Q: 3 clusters Score -5721527 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5721760.000000 Penalty: 5255.596191
	Iteration 18Q: 3 clusters Score -5721760 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5721935.500000 Penalty: 5255.596191
	Iteration 19Q: 3 clusters Score -5721936 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5722099.500000 Penalty: 5255.596191
	Iteration 20F: 3 clusters Score -5722100 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5722209.000000 Penalty: 5255.596191
	Iteration 21Q: 3 clusters Score -5722209 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5722281.500000 Penalty: 5255.596191
	Iteration 22Q: 3 clusters Score -5722282 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5722337.500000 Penalty: 5255.596191
	Iteration 23Q: 3 clusters Score -5722338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5722363.000000 Penalty: 5255.596191
	Iteration 24Q: 3 clusters Score -5722363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5722386.000000 Penalty: 5255.596191
	Iteration 25Q: 3 clusters Score -5722386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5722396.000000 Penalty: 5255.596191
	Iteration 26Q: 3 clusters Score -5722396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5722384.000000 Penalty: 5255.596191
	Iteration 27Q: 3 clusters Score -5722384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5722389.500000 Penalty: 5255.596191
	Iteration 28Q: 3 clusters Score -5722390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5722388.000000 Penalty: 5255.596191
	Iteration 29Q: 3 clusters Score -5722388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5722392.500000 Penalty: 5255.596191
	Iteration 30Q: 3 clusters Score -5722392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5722407.000000 Penalty: 5255.596191
	Iteration 31Q: 3 clusters Score -5722407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5722420.000000 Penalty: 5255.596191
	Iteration 32Q: 3 clusters Score -5722420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5722417.500000 Penalty: 5255.596191
	Iteration 33Q: 3 clusters Score -5722418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5722407.500000 Penalty: 5255.596191
	Iteration 34Q: 3 clusters Score -5722408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5722414.000000 Penalty: 5255.596191
	Iteration 35Q: 3 clusters Score -5722414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5722418.000000 Penalty: 5255.596191
	Iteration 36Q: 3 clusters Score -5722418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5722427.000000 Penalty: 5255.596191
	Iteration 37Q: 3 clusters Score -5722427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5722436.000000 Penalty: 5255.596191
	Iteration 38Q: 3 clusters Score -5722436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5722442.000000 Penalty: 5255.596191
	Iteration 39Q: 3 clusters Score -5722442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5722450.000000 Penalty: 5255.596191
	Iteration 40F: 3 clusters Score -5722450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5722457.000000 Penalty: 5255.596191
	Iteration 41Q: 3 clusters Score -5722457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5722448.000000 Penalty: 5255.596191
	Iteration 42Q: 3 clusters Score -5722448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5722448.500000 Penalty: 5255.596191
	Iteration 43Q: 3 clusters Score -5722448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -5722449.000000 Penalty: 5255.596191
	Iteration 44Q: 3 clusters Score -5722449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5722455.000000 Penalty: 5255.596191
	Iteration 45Q: 3 clusters Score -5722455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5722463.000000 Penalty: 5255.596191
	Iteration 46Q: 3 clusters Score -5722463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5722463.000000 Penalty: 5255.596191
	Iteration 47Q: 3 clusters Score -5722463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5722470.500000 Penalty: 5255.596191
	Iteration 48Q: 3 clusters Score -5722470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5722465.500000 Penalty: 5255.596191
	Iteration 49Q: 3 clusters Score -5722466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5722467.000000 Penalty: 5255.596191
	Iteration 50Q: 3 clusters Score -5722467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5722468.000000 Penalty: 5255.596191
	Iteration 51Q: 3 clusters Score -5722468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5722476.000000 Penalty: 5255.596191
	Iteration 52Q: 3 clusters Score -5722476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5722473.500000 Penalty: 5255.596191
	Iteration 53Q: 3 clusters Score -5722474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5722469.000000 Penalty: 5255.596191
	Iteration 54Q: 3 clusters Score -5722469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -5722474.000000 Penalty: 5255.596191
	Iteration 55Q: 3 clusters Score -5722474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5722475.000000 Penalty: 5255.596191
	Iteration 56Q: 3 clusters Score -5722475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5722472.500000 Penalty: 5255.596191
	Iteration 57Q: 3 clusters Score -5722472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5722472.500000 Penalty: 5255.596191
	Iteration 58F: 3 clusters Score -5722472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -921576.500000 Penalty: 2190.228271
	Iteration 0F: 2 clusters Score -921576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -915929.250000 Penalty: 4380.456543
	Iteration 0F: 3 clusters Score -915929.2 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -917626.375000 Penalty: 4380.456543
	Iteration 1F: 3 clusters Score -917626.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -918164.812500 Penalty: 4380.456543
	Iteration 2F: 3 clusters Score -918164.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -918557.500000 Penalty: 4380.456543
	Iteration 3F: 3 clusters Score -918557.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -918855.562500 Penalty: 4380.456543
	Iteration 4F: 3 clusters Score -918855.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -919058.125000 Penalty: 4380.456543
	Iteration 5Q: 3 clusters Score -919058.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -919192.750000 Penalty: 4380.456543
	Iteration 6Q: 3 clusters Score -919192.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -919296.812500 Penalty: 4380.456543
	Iteration 7Q: 3 clusters Score -919296.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -919373.625000 Penalty: 4380.456543
	Iteration 8Q: 3 clusters Score -919373.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -919442.250000 Penalty: 4380.456543
	Iteration 9Q: 3 clusters Score -919442.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -919492.625000 Penalty: 4380.456543
	Iteration 10Q: 3 clusters Score -919492.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -919529.312500 Penalty: 4380.456543
	Iteration 11Q: 3 clusters Score -919529.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -919560.937500 Penalty: 4380.456543
	Iteration 12Q: 3 clusters Score -919560.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -919594.875000 Penalty: 4380.456543
	Iteration 13Q: 3 clusters Score -919594.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -919627.812500 Penalty: 4380.456543
	Iteration 14Q: 3 clusters Score -919627.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -919649.500000 Penalty: 4380.456543
	Iteration 15Q: 3 clusters Score -919649.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -919673.937500 Penalty: 4380.456543
	Iteration 16Q: 3 clusters Score -919673.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -919695.062500 Penalty: 4380.456543
	Iteration 17Q: 3 clusters Score -919695.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -919718.625000 Penalty: 4380.456543
	Iteration 18Q: 3 clusters Score -919718.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -919740.875000 Penalty: 4380.456543
	Iteration 19Q: 3 clusters Score -919740.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -919758.812500 Penalty: 4380.456543
	Iteration 20F: 3 clusters Score -919758.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -919775.500000 Penalty: 4380.456543
	Iteration 21Q: 3 clusters Score -919775.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -919796.750000 Penalty: 4380.456543
	Iteration 22Q: 3 clusters Score -919796.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -919817.437500 Penalty: 4380.456543
	Iteration 23Q: 3 clusters Score -919817.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -919838.125000 Penalty: 4380.456543
	Iteration 24Q: 3 clusters Score -919838.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -919861.687500 Penalty: 4380.456543
	Iteration 25Q: 3 clusters Score -919861.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -919892.000000 Penalty: 4380.456543
	Iteration 26Q: 3 clusters Score -919892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -919924.437500 Penalty: 4380.456543
	Iteration 27Q: 3 clusters Score -919924.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -919950.562500 Penalty: 4380.456543
	Iteration 28Q: 3 clusters Score -919950.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -919970.312500 Penalty: 4380.456543
	Iteration 29Q: 3 clusters Score -919970.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -919987.625000 Penalty: 4380.456543
	Iteration 30Q: 3 clusters Score -919987.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -920009.437500 Penalty: 4380.456543
	Iteration 31Q: 3 clusters Score -920009.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -920027.687500 Penalty: 4380.456543
	Iteration 32Q: 3 clusters Score -920027.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -920049.437500 Penalty: 4380.456543
	Iteration 33Q: 3 clusters Score -920049.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -920065.937500 Penalty: 4380.456543
	Iteration 34Q: 3 clusters Score -920065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -920079.812500 Penalty: 4380.456543
	Iteration 35Q: 3 clusters Score -920079.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -920092.187500 Penalty: 4380.456543
	Iteration 36Q: 3 clusters Score -920092.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -920105.875000 Penalty: 4380.456543
	Iteration 37Q: 3 clusters Score -920105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -920118.375000 Penalty: 4380.456543
	Iteration 38Q: 3 clusters Score -920118.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -920129.375000 Penalty: 4380.456543
	Iteration 39Q: 3 clusters Score -920129.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -920142.812500 Penalty: 4380.456543
	Iteration 40F: 3 clusters Score -920142.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -920153.187500 Penalty: 4380.456543
	Iteration 41Q: 3 clusters Score -920153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -920162.812500 Penalty: 4380.456543
	Iteration 42Q: 3 clusters Score -920162.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -920173.375000 Penalty: 4380.456543
	Iteration 43Q: 3 clusters Score -920173.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -920181.875000 Penalty: 4380.456543
	Iteration 44Q: 3 clusters Score -920181.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -920191.000000 Penalty: 4380.456543
	Iteration 45Q: 3 clusters Score -920191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -920201.625000 Penalty: 4380.456543
	Iteration 46Q: 3 clusters Score -920201.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -920211.812500 Penalty: 4380.456543
	Iteration 47Q: 3 clusters Score -920211.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -920226.000000 Penalty: 4380.456543
	Iteration 48Q: 3 clusters Score -920226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -920234.562500 Penalty: 4380.456543
	Iteration 49Q: 3 clusters Score -920234.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -920245.187500 Penalty: 4380.456543
	Iteration 50Q: 3 clusters Score -920245.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -920261.187500 Penalty: 4380.456543
	Iteration 51Q: 3 clusters Score -920261.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -920281.437500 Penalty: 4380.456543
	Iteration 52Q: 3 clusters Score -920281.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -920294.375000 Penalty: 4380.456543
	Iteration 53Q: 3 clusters Score -920294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -920306.687500 Penalty: 4380.456543
	Iteration 54Q: 3 clusters Score -920306.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -920314.437500 Penalty: 4380.456543
	Iteration 55Q: 3 clusters Score -920314.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -920326.437500 Penalty: 4380.456543
	Iteration 56Q: 3 clusters Score -920326.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -920342.250000 Penalty: 4380.456543
	Iteration 57Q: 3 clusters Score -920342.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -920360.812500 Penalty: 4380.456543
	Iteration 58Q: 3 clusters Score -920360.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -920375.812500 Penalty: 4380.456543
	Iteration 59Q: 3 clusters Score -920375.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -920398.312500 Penalty: 4380.456543
	Iteration 60F: 3 clusters Score -920398.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -920420.375000 Penalty: 4380.456543
	Iteration 61Q: 3 clusters Score -920420.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -920435.500000 Penalty: 4380.456543
	Iteration 62Q: 3 clusters Score -920435.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -920444.625000 Penalty: 4380.456543
	Iteration 63Q: 3 clusters Score -920444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -920457.250000 Penalty: 4380.456543
	Iteration 64Q: 3 clusters Score -920457.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -920469.250000 Penalty: 4380.456543
	Iteration 65Q: 3 clusters Score -920469.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -920476.625000 Penalty: 4380.456543
	Iteration 66Q: 3 clusters Score -920476.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -920478.625000 Penalty: 4380.456543
	Iteration 67Q: 3 clusters Score -920478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -920482.750000 Penalty: 4380.456543
	Iteration 68Q: 3 clusters Score -920482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -920492.062500 Penalty: 4380.456543
	Iteration 69Q: 3 clusters Score -920492.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -920498.625000 Penalty: 4380.456543
	Iteration 70Q: 3 clusters Score -920498.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -920503.000000 Penalty: 4380.456543
	Iteration 71Q: 3 clusters Score -920503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -920506.062500 Penalty: 4380.456543
	Iteration 72Q: 3 clusters Score -920506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -920507.750000 Penalty: 4380.456543
	Iteration 73Q: 3 clusters Score -920507.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -920513.625000 Penalty: 4380.456543
	Iteration 74Q: 3 clusters Score -920513.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -920516.625000 Penalty: 4380.456543
	Iteration 75Q: 3 clusters Score -920516.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -920521.875000 Penalty: 4380.456543
	Iteration 76Q: 3 clusters Score -920521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -920526.250000 Penalty: 4380.456543
	Iteration 77Q: 3 clusters Score -920526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -920530.562500 Penalty: 4380.456543
	Iteration 78Q: 3 clusters Score -920530.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -920533.187500 Penalty: 4380.456543
	Iteration 79Q: 3 clusters Score -920533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -920537.562500 Penalty: 4380.456543
	Iteration 80F: 3 clusters Score -920537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -920538.437500 Penalty: 4380.456543
	Iteration 81Q: 3 clusters Score -920538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -920541.500000 Penalty: 4380.456543
	Iteration 82Q: 3 clusters Score -920541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -920542.312500 Penalty: 4380.456543
	Iteration 83Q: 3 clusters Score -920542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -920544.562500 Penalty: 4380.456543
	Iteration 84Q: 3 clusters Score -920544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -920543.750000 Penalty: 4380.456543
	Iteration 85Q: 3 clusters Score -920543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -920546.687500 Penalty: 4380.456543
	Iteration 86Q: 3 clusters Score -920546.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -920551.062500 Penalty: 4380.456543
	Iteration 87Q: 3 clusters Score -920551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -920552.937500 Penalty: 4380.456543
	Iteration 88Q: 3 clusters Score -920552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -920554.062500 Penalty: 4380.456543
	Iteration 89Q: 3 clusters Score -920554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -920557.000000 Penalty: 4380.456543
	Iteration 90Q: 3 clusters Score -920557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -920559.375000 Penalty: 4380.456543
	Iteration 91Q: 3 clusters Score -920559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -920560.875000 Penalty: 4380.456543
	Iteration 92Q: 3 clusters Score -920560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -920562.625000 Penalty: 4380.456543
	Iteration 93Q: 3 clusters Score -920562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -920566.437500 Penalty: 4380.456543
	Iteration 94Q: 3 clusters Score -920566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -920569.375000 Penalty: 4380.456543
	Iteration 95Q: 3 clusters Score -920569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -920574.750000 Penalty: 4380.456543
	Iteration 96Q: 3 clusters Score -920574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -920576.375000 Penalty: 4380.456543
	Iteration 97Q: 3 clusters Score -920576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -920577.000000 Penalty: 4380.456543
	Iteration 98Q: 3 clusters Score -920577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -920578.500000 Penalty: 4380.456543
	Iteration 99Q: 3 clusters Score -920578.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -920581.937500 Penalty: 4380.456543
	Iteration 100F: 3 clusters Score -920581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -920583.625000 Penalty: 4380.456543
	Iteration 101Q: 3 clusters Score -920583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -920584.687500 Penalty: 4380.456543
	Iteration 102Q: 3 clusters Score -920584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -920585.625000 Penalty: 4380.456543
	Iteration 103Q: 3 clusters Score -920585.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -920587.687500 Penalty: 4380.456543
	Iteration 104Q: 3 clusters Score -920587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -920591.000000 Penalty: 4380.456543
	Iteration 105Q: 3 clusters Score -920591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -920590.812500 Penalty: 4380.456543
	Iteration 106Q: 3 clusters Score -920590.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -920593.687500 Penalty: 4380.456543
	Iteration 107Q: 3 clusters Score -920593.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -920599.875000 Penalty: 4380.456543
	Iteration 108Q: 3 clusters Score -920599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -920602.250000 Penalty: 4380.456543
	Iteration 109Q: 3 clusters Score -920602.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -920607.187500 Penalty: 4380.456543
	Iteration 110Q: 3 clusters Score -920607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -920610.500000 Penalty: 4380.456543
	Iteration 111Q: 3 clusters Score -920610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -920615.125000 Penalty: 4380.456543
	Iteration 112Q: 3 clusters Score -920615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -920620.625000 Penalty: 4380.456543
	Iteration 113Q: 3 clusters Score -920620.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -920622.437500 Penalty: 4380.456543
	Iteration 114Q: 3 clusters Score -920622.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -920627.187500 Penalty: 4380.456543
	Iteration 115Q: 3 clusters Score -920627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -920632.750000 Penalty: 4380.456543
	Iteration 116Q: 3 clusters Score -920632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -920639.437500 Penalty: 4380.456543
	Iteration 117Q: 3 clusters Score -920639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -920643.000000 Penalty: 4380.456543
	Iteration 118Q: 3 clusters Score -920643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -920648.250000 Penalty: 4380.456543
	Iteration 119Q: 3 clusters Score -920648.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -920653.062500 Penalty: 4380.456543
	Iteration 120F: 3 clusters Score -920653.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -920660.250000 Penalty: 4380.456543
	Iteration 121Q: 3 clusters Score -920660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -920669.937500 Penalty: 4380.456543
	Iteration 122Q: 3 clusters Score -920669.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -920678.812500 Penalty: 4380.456543
	Iteration 123Q: 3 clusters Score -920678.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -920687.687500 Penalty: 4380.456543
	Iteration 124Q: 3 clusters Score -920687.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -920696.437500 Penalty: 4380.456543
	Iteration 125Q: 3 clusters Score -920696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -920706.187500 Penalty: 4380.456543
	Iteration 126Q: 3 clusters Score -920706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -920711.312500 Penalty: 4380.456543
	Iteration 127Q: 3 clusters Score -920711.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -920719.000000 Penalty: 4380.456543
	Iteration 128Q: 3 clusters Score -920719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -920726.312500 Penalty: 4380.456543
	Iteration 129Q: 3 clusters Score -920726.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -920738.875000 Penalty: 4380.456543
	Iteration 130Q: 3 clusters Score -920738.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -920743.937500 Penalty: 4380.456543
	Iteration 131Q: 3 clusters Score -920743.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -920754.437500 Penalty: 4380.456543
	Iteration 132Q: 3 clusters Score -920754.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -920761.062500 Penalty: 4380.456543
	Iteration 133Q: 3 clusters Score -920761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -920770.125000 Penalty: 4380.456543
	Iteration 134Q: 3 clusters Score -920770.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -920774.812500 Penalty: 4380.456543
	Iteration 135Q: 3 clusters Score -920774.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -920780.812500 Penalty: 4380.456543
	Iteration 136Q: 3 clusters Score -920780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -920785.312500 Penalty: 4380.456543
	Iteration 137Q: 3 clusters Score -920785.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -920790.750000 Penalty: 4380.456543
	Iteration 138Q: 3 clusters Score -920790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -920794.875000 Penalty: 4380.456543
	Iteration 139Q: 3 clusters Score -920794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -920795.625000 Penalty: 4380.456543
	Iteration 140F: 3 clusters Score -920795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -920797.375000 Penalty: 4380.456543
	Iteration 141Q: 3 clusters Score -920797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -920799.687500 Penalty: 4380.456543
	Iteration 142Q: 3 clusters Score -920799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -920802.500000 Penalty: 4380.456543
	Iteration 143Q: 3 clusters Score -920802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -920806.562500 Penalty: 4380.456543
	Iteration 144Q: 3 clusters Score -920806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -920809.562500 Penalty: 4380.456543
	Iteration 145Q: 3 clusters Score -920809.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -920814.937500 Penalty: 4380.456543
	Iteration 146Q: 3 clusters Score -920814.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -920820.187500 Penalty: 4380.456543
	Iteration 147Q: 3 clusters Score -920820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -920830.187500 Penalty: 4380.456543
	Iteration 148Q: 3 clusters Score -920830.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -920839.437500 Penalty: 4380.456543
	Iteration 149Q: 3 clusters Score -920839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -920844.937500 Penalty: 4380.456543
	Iteration 150Q: 3 clusters Score -920844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -920848.625000 Penalty: 4380.456543
	Iteration 151Q: 3 clusters Score -920848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -920854.250000 Penalty: 4380.456543
	Iteration 152Q: 3 clusters Score -920854.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -920862.562500 Penalty: 4380.456543
	Iteration 153Q: 3 clusters Score -920862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -920864.562500 Penalty: 4380.456543
	Iteration 154Q: 3 clusters Score -920864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -920868.375000 Penalty: 4380.456543
	Iteration 155Q: 3 clusters Score -920868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -920870.875000 Penalty: 4380.456543
	Iteration 156Q: 3 clusters Score -920870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -920873.687500 Penalty: 4380.456543
	Iteration 157Q: 3 clusters Score -920873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -920875.937500 Penalty: 4380.456543
	Iteration 158Q: 3 clusters Score -920875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -920876.687500 Penalty: 4380.456543
	Iteration 159Q: 3 clusters Score -920876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -920881.187500 Penalty: 4380.456543
	Iteration 160F: 3 clusters Score -920881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -920882.062500 Penalty: 4380.456543
	Iteration 161Q: 3 clusters Score -920882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -920882.312500 Penalty: 4380.456543
	Iteration 162Q: 3 clusters Score -920882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -920882.312500 Penalty: 4380.456543
	Iteration 163F: 3 clusters Score -920882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -422663.062500 Penalty: 2026.065674
	Iteration 0F: 2 clusters Score -422663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -419116.593750 Penalty: 4052.131348
	Iteration 0F: 3 clusters Score -419116.6 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -419980.343750 Penalty: 4052.131348
	Iteration 1F: 3 clusters Score -419980.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -420258.000000 Penalty: 4052.131348
	Iteration 2F: 3 clusters Score -420258 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -420492.687500 Penalty: 4052.131348
	Iteration 3F: 3 clusters Score -420492.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -420699.437500 Penalty: 4052.131348
	Iteration 4F: 3 clusters Score -420699.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -420889.406250 Penalty: 4052.131348
	Iteration 5Q: 3 clusters Score -420889.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -421042.687500 Penalty: 4052.131348
	Iteration 6Q: 3 clusters Score -421042.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -421148.437500 Penalty: 4052.131348
	Iteration 7Q: 3 clusters Score -421148.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -421216.406250 Penalty: 4052.131348
	Iteration 8Q: 3 clusters Score -421216.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -421267.437500 Penalty: 4052.131348
	Iteration 9Q: 3 clusters Score -421267.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -421321.031250 Penalty: 4052.131348
	Iteration 10Q: 3 clusters Score -421321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -421348.343750 Penalty: 4052.131348
	Iteration 11Q: 3 clusters Score -421348.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -421373.968750 Penalty: 4052.131348
	Iteration 12Q: 3 clusters Score -421374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -421388.312500 Penalty: 4052.131348
	Iteration 13Q: 3 clusters Score -421388.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -421399.218750 Penalty: 4052.131348
	Iteration 14Q: 3 clusters Score -421399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -421407.468750 Penalty: 4052.131348
	Iteration 15Q: 3 clusters Score -421407.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -421415.031250 Penalty: 4052.131348
	Iteration 16Q: 3 clusters Score -421415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -421421.468750 Penalty: 4052.131348
	Iteration 17Q: 3 clusters Score -421421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -421425.250000 Penalty: 4052.131348
	Iteration 18Q: 3 clusters Score -421425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -421428.750000 Penalty: 4052.131348
	Iteration 19Q: 3 clusters Score -421428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -421430.843750 Penalty: 4052.131348
	Iteration 20F: 3 clusters Score -421430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -421432.156250 Penalty: 4052.131348
	Iteration 21Q: 3 clusters Score -421432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -421433.718750 Penalty: 4052.131348
	Iteration 22Q: 3 clusters Score -421433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421436.187500 Penalty: 4052.131348
	Iteration 23Q: 3 clusters Score -421436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -421437.906250 Penalty: 4052.131348
	Iteration 24Q: 3 clusters Score -421437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -421440.531250 Penalty: 4052.131348
	Iteration 25Q: 3 clusters Score -421440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -421445.875000 Penalty: 4052.131348
	Iteration 26Q: 3 clusters Score -421445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -421448.750000 Penalty: 4052.131348
	Iteration 27Q: 3 clusters Score -421448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -421450.375000 Penalty: 4052.131348
	Iteration 28Q: 3 clusters Score -421450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -421450.968750 Penalty: 4052.131348
	Iteration 29Q: 3 clusters Score -421451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -421453.218750 Penalty: 4052.131348
	Iteration 30Q: 3 clusters Score -421453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -421454.375000 Penalty: 4052.131348
	Iteration 31Q: 3 clusters Score -421454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -421455.406250 Penalty: 4052.131348
	Iteration 32Q: 3 clusters Score -421455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -421455.656250 Penalty: 4052.131348
	Iteration 33Q: 3 clusters Score -421455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421456.687500 Penalty: 4052.131348
	Iteration 34Q: 3 clusters Score -421456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421456.500000 Penalty: 4052.131348
	Iteration 35Q: 3 clusters Score -421456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -421456.812500 Penalty: 4052.131348
	Iteration 36Q: 3 clusters Score -421456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -421457.343750 Penalty: 4052.131348
	Iteration 37Q: 3 clusters Score -421457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421457.968750 Penalty: 4052.131348
	Iteration 38Q: 3 clusters Score -421458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421457.968750 Penalty: 4052.131348
	Iteration 39F: 3 clusters Score -421458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Entering Unmasked Estep 
Score: -5016406.500000 Penalty: 2603.730225
	Iteration 0F: 2 clusters Score -5016406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4991538.000000 Penalty: 5207.460449
	Iteration 0F: 3 clusters Score -4991538 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5000971.500000 Penalty: 5207.460449
	Iteration 1F: 3 clusters Score -5000972 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -5002198.000000 Penalty: 5207.460449
	Iteration 2F: 3 clusters Score -5002198 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5003550.000000 Penalty: 5207.460449
	Iteration 3F: 3 clusters Score -5003550 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5004933.500000 Penalty: 5207.460449
	Iteration 4F: 3 clusters Score -5004934 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5006310.000000 Penalty: 5207.460449
	Iteration 5F: 3 clusters Score -5006310 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5007606.000000 Penalty: 5207.460449
	Iteration 6F: 3 clusters Score -5007606 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5009022.000000 Penalty: 5207.460449
	Iteration 7F: 3 clusters Score -5009022 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5010357.500000 Penalty: 5207.460449
	Iteration 8F: 3 clusters Score -5010358 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5011563.500000 Penalty: 5207.460449
	Iteration 9Q: 3 clusters Score -5011564 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5012427.500000 Penalty: 5207.460449
	Iteration 10Q: 3 clusters Score -5012428 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5013058.000000 Penalty: 5207.460449
	Iteration 11Q: 3 clusters Score -5013058 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -5013445.000000 Penalty: 5207.460449
	Iteration 12Q: 3 clusters Score -5013445 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -5013771.500000 Penalty: 5207.460449
	Iteration 13Q: 3 clusters Score -5013772 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5014001.500000 Penalty: 5207.460449
	Iteration 14Q: 3 clusters Score -5014002 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5014237.000000 Penalty: 5207.460449
	Iteration 15Q: 3 clusters Score -5014237 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5014401.500000 Penalty: 5207.460449
	Iteration 16Q: 3 clusters Score -5014402 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5014560.500000 Penalty: 5207.460449
	Iteration 17Q: 3 clusters Score -5014560 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -5014706.000000 Penalty: 5207.460449
	Iteration 18Q: 3 clusters Score -5014706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -5014813.000000 Penalty: 5207.460449
	Iteration 19Q: 3 clusters Score -5014813 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -5014924.000000 Penalty: 5207.460449
	Iteration 20F: 3 clusters Score -5014924 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5014972.500000 Penalty: 5207.460449
	Iteration 21Q: 3 clusters Score -5014972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -5015050.500000 Penalty: 5207.460449
	Iteration 22Q: 3 clusters Score -5015050 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -5015068.000000 Penalty: 5207.460449
	Iteration 23Q: 3 clusters Score -5015068 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5015095.000000 Penalty: 5207.460449
	Iteration 24Q: 3 clusters Score -5015095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5015137.000000 Penalty: 5207.460449
	Iteration 25Q: 3 clusters Score -5015137 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5015165.500000 Penalty: 5207.460449
	Iteration 26Q: 3 clusters Score -5015166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -5015194.500000 Penalty: 5207.460449
	Iteration 27Q: 3 clusters Score -5015194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -5015229.500000 Penalty: 5207.460449
	Iteration 28Q: 3 clusters Score -5015230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5015242.000000 Penalty: 5207.460449
	Iteration 29Q: 3 clusters Score -5015242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -5015249.500000 Penalty: 5207.460449
	Iteration 30Q: 3 clusters Score -5015250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5015274.500000 Penalty: 5207.460449
	Iteration 31Q: 3 clusters Score -5015274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5015282.500000 Penalty: 5207.460449
	Iteration 32Q: 3 clusters Score -5015282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5015307.500000 Penalty: 5207.460449
	Iteration 33Q: 3 clusters Score -5015308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5015313.000000 Penalty: 5207.460449
	Iteration 34Q: 3 clusters Score -5015313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5015317.500000 Penalty: 5207.460449
	Iteration 35Q: 3 clusters Score -5015318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5015313.500000 Penalty: 5207.460449
	Iteration 36Q: 3 clusters Score -5015314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -5015328.500000 Penalty: 5207.460449
	Iteration 37Q: 3 clusters Score -5015328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -5015350.500000 Penalty: 5207.460449
	Iteration 38Q: 3 clusters Score -5015350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -5015352.000000 Penalty: 5207.460449
	Iteration 39Q: 3 clusters Score -5015352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5015365.000000 Penalty: 5207.460449
	Iteration 40F: 3 clusters Score -5015365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5015378.000000 Penalty: 5207.460449
	Iteration 41Q: 3 clusters Score -5015378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5015378.000000 Penalty: 5207.460449
	Iteration 42Q: 3 clusters Score -5015378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5015378.500000 Penalty: 5207.460449
	Iteration 43Q: 3 clusters Score -5015378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5015379.000000 Penalty: 5207.460449
	Iteration 44Q: 3 clusters Score -5015379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -5015378.500000 Penalty: 5207.460449
	Iteration 45Q: 3 clusters Score -5015378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5015396.500000 Penalty: 5207.460449
	Iteration 46Q: 3 clusters Score -5015396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5015399.500000 Penalty: 5207.460449
	Iteration 47Q: 3 clusters Score -5015400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5015400.500000 Penalty: 5207.460449
	Iteration 48Q: 3 clusters Score -5015400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -5015400.500000 Penalty: 5207.460449
	Iteration 49Q: 3 clusters Score -5015400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5015405.000000 Penalty: 5207.460449
	Iteration 50Q: 3 clusters Score -5015405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5015412.000000 Penalty: 5207.460449
	Iteration 51Q: 3 clusters Score -5015412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5015400.500000 Penalty: 5207.460449
	Iteration 52Q: 3 clusters Score -5015400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5015402.000000 Penalty: 5207.460449
	Iteration 53Q: 3 clusters Score -5015402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -5015408.500000 Penalty: 5207.460449
	Iteration 54Q: 3 clusters Score -5015408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5015404.500000 Penalty: 5207.460449
	Iteration 55Q: 3 clusters Score -5015404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5015413.000000 Penalty: 5207.460449
	Iteration 56Q: 3 clusters Score -5015413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5015409.500000 Penalty: 5207.460449
	Iteration 57Q: 3 clusters Score -5015410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -5015422.500000 Penalty: 5207.460449
	Iteration 58Q: 3 clusters Score -5015422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5015423.500000 Penalty: 5207.460449
	Iteration 59Q: 3 clusters Score -5015424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5015429.500000 Penalty: 5207.460449
	Iteration 60F: 3 clusters Score -5015430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -5015424.500000 Penalty: 5207.460449
	Iteration 61Q: 3 clusters Score -5015424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -5015424.500000 Penalty: 5207.460449
	Iteration 62F: 3 clusters Score -5015424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -715976.875000 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -715976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -711226.937500 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -711226.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -712568.437500 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -712568.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -712936.250000 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -712936.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -713211.375000 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -713211.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -713403.687500 Penalty: 4260.306641
	Iteration 4F: 3 clusters Score -713403.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -713547.062500 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -713547.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -713665.562500 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -713665.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -713763.437500 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -713763.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -713847.437500 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -713847.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -713931.312500 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -713931.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -714016.562500 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -714016.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -714091.687500 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -714091.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -714164.500000 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -714164.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -714224.125000 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -714224.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -714285.500000 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -714285.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -714339.000000 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -714339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -714391.250000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -714391.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -714438.937500 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -714438.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -714477.000000 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -714477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -714512.437500 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -714512.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -714540.812500 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -714540.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -714568.062500 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -714568.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -714584.812500 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -714584.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -714602.000000 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -714602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -714617.875000 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -714617.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -714628.812500 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -714628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -714635.562500 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -714635.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -714644.562500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -714644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -714651.750000 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -714651.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -714655.250000 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -714655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -714659.500000 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -714659.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -714665.375000 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -714665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -714668.562500 Penalty: 4260.306641
	Iteration 32Q: 3 clusters Score -714668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -714670.875000 Penalty: 4260.306641
	Iteration 33Q: 3 clusters Score -714670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -714675.187500 Penalty: 4260.306641
	Iteration 34Q: 3 clusters Score -714675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -714676.250000 Penalty: 4260.306641
	Iteration 35Q: 3 clusters Score -714676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -714678.375000 Penalty: 4260.306641
	Iteration 36Q: 3 clusters Score -714678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -714678.562500 Penalty: 4260.306641
	Iteration 37Q: 3 clusters Score -714678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -714683.250000 Penalty: 4260.306641
	Iteration 38Q: 3 clusters Score -714683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -714687.750000 Penalty: 4260.306641
	Iteration 39Q: 3 clusters Score -714687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -714688.125000 Penalty: 4260.306641
	Iteration 40F: 3 clusters Score -714688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -714690.500000 Penalty: 4260.306641
	Iteration 41Q: 3 clusters Score -714690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -714690.562500 Penalty: 4260.306641
	Iteration 42Q: 3 clusters Score -714690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -714690.312500 Penalty: 4260.306641
	Iteration 43Q: 3 clusters Score -714690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -714691.187500 Penalty: 4260.306641
	Iteration 44Q: 3 clusters Score -714691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -714691.187500 Penalty: 4260.306641
	Iteration 45F: 3 clusters Score -714691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -624583.687500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -624583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -620490.687500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -620490.7 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -621503.687500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -621503.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -621715.312500 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -621715.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -621864.250000 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -621864.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -621980.375000 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -621980.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -622048.812500 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -622048.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -622114.937500 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -622114.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -622179.812500 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -622179.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -622245.187500 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -622245.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -622306.000000 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -622306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -622365.562500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -622365.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -622427.250000 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -622427.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -622498.187500 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -622498.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -622572.625000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -622572.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -622652.250000 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -622652.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -622727.375000 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -622727.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -622798.000000 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -622798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -622842.250000 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -622842.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -622881.312500 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -622881.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -622910.250000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -622910.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -622936.812500 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -622936.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -622957.000000 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -622957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -622972.125000 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -622972.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -622983.625000 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -622983.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -622994.562500 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -622994.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -623002.937500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -623002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -623014.062500 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -623014.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -623020.750000 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -623020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -623028.687500 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -623028.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -623032.437500 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -623032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -623036.562500 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -623036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -623040.125000 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -623040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -623043.187500 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -623043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -623045.000000 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -623045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -623046.937500 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -623046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -623048.375000 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -623048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -623050.687500 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -623050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -623055.375000 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -623055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -623058.312500 Penalty: 4151.562012
	Iteration 38Q: 3 clusters Score -623058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -623061.125000 Penalty: 4151.562012
	Iteration 39Q: 3 clusters Score -623061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -623065.500000 Penalty: 4151.562012
	Iteration 40F: 3 clusters Score -623065.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -623067.500000 Penalty: 4151.562012
	Iteration 41Q: 3 clusters Score -623067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -623073.312500 Penalty: 4151.562012
	Iteration 42Q: 3 clusters Score -623073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -623078.375000 Penalty: 4151.562012
	Iteration 43Q: 3 clusters Score -623078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -623083.687500 Penalty: 4151.562012
	Iteration 44Q: 3 clusters Score -623083.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -623091.875000 Penalty: 4151.562012
	Iteration 45Q: 3 clusters Score -623091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -623096.687500 Penalty: 4151.562012
	Iteration 46Q: 3 clusters Score -623096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -623100.750000 Penalty: 4151.562012
	Iteration 47Q: 3 clusters Score -623100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -623103.562500 Penalty: 4151.562012
	Iteration 48Q: 3 clusters Score -623103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -623105.937500 Penalty: 4151.562012
	Iteration 49Q: 3 clusters Score -623105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -623109.062500 Penalty: 4151.562012
	Iteration 50Q: 3 clusters Score -623109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -623109.812500 Penalty: 4151.562012
	Iteration 51Q: 3 clusters Score -623109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -623110.562500 Penalty: 4151.562012
	Iteration 52Q: 3 clusters Score -623110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -623110.562500 Penalty: 4151.562012
	Iteration 53F: 3 clusters Score -623110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72290.257812 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72290.26 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72681.523438 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72681.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72819.500000 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72819.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72921.671875 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -72921.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73036.093750 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -73036.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73104.953125 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73104.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73146.140625 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73146.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73188.773438 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73188.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73213.835938 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73213.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73234.765625 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73234.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73241.656250 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73241.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73245.804688 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73248.000000 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73254.726562 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73254.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73258.757812 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73258.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73268.148438 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73268.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73276.562500 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -73276.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73287.617188 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -73287.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73297.804688 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -73297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73309.117188 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -73309.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73325.835938 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -73325.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73355.453125 Penalty: 3168.726318
	Iteration 21Q: 3 clusters Score -73355.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73395.187500 Penalty: 3168.726318
	Iteration 22Q: 3 clusters Score -73395.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73446.851562 Penalty: 3168.726318
	Iteration 23Q: 3 clusters Score -73446.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73510.453125 Penalty: 3168.726318
	Iteration 24Q: 3 clusters Score -73510.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73565.851562 Penalty: 3168.726318
	Iteration 25Q: 3 clusters Score -73565.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73591.062500 Penalty: 3168.726318
	Iteration 26Q: 3 clusters Score -73591.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73610.765625 Penalty: 3168.726318
	Iteration 27Q: 3 clusters Score -73610.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73638.445312 Penalty: 3168.726318
	Iteration 28Q: 3 clusters Score -73638.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73671.398438 Penalty: 3168.726318
	Iteration 29Q: 3 clusters Score -73671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73700.125000 Penalty: 3168.726318
	Iteration 30Q: 3 clusters Score -73700.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73707.679688 Penalty: 3168.726318
	Iteration 31Q: 3 clusters Score -73707.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73718.453125 Penalty: 3168.726318
	Iteration 32Q: 3 clusters Score -73718.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73723.992188 Penalty: 3168.726318
	Iteration 33Q: 3 clusters Score -73723.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73723.992188 Penalty: 3168.726318
	Iteration 34F: 3 clusters Score -73723.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Entering Unmasked Estep 
Score: -6032111.000000 Penalty: 2640.896484
	Iteration 0F: 2 clusters Score -6032111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -6003617.500000 Penalty: 5281.792969
	Iteration 0F: 3 clusters Score -6003618 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6014022.000000 Penalty: 5281.792969
	Iteration 1F: 3 clusters Score -6014022 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -6014594.000000 Penalty: 5281.792969
	Iteration 2Q: 3 clusters Score -6014594 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6015143.500000 Penalty: 5281.792969
	Iteration 3Q: 3 clusters Score -6015144 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -6015941.500000 Penalty: 5281.792969
	Iteration 4Q: 3 clusters Score -6015942 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6017107.000000 Penalty: 5281.792969
	Iteration 5F: 3 clusters Score -6017107 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -6018852.500000 Penalty: 5281.792969
	Iteration 6F: 3 clusters Score -6018852 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6021115.000000 Penalty: 5281.792969
	Iteration 7F: 3 clusters Score -6021115 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -6023537.500000 Penalty: 5281.792969
	Iteration 8F: 3 clusters Score -6023538 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -6025596.500000 Penalty: 5281.792969
	Iteration 9F: 3 clusters Score -6025596 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -6027137.500000 Penalty: 5281.792969
	Iteration 10Q: 3 clusters Score -6027138 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -6028770.500000 Penalty: 5281.792969
	Iteration 11Q: 3 clusters Score -6028770 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -6030216.000000 Penalty: 5281.792969
	Iteration 12Q: 3 clusters Score -6030216 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -6030543.000000 Penalty: 5281.792969
	Iteration 13Q: 3 clusters Score -6030543 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -6030647.500000 Penalty: 5281.792969
	Iteration 14Q: 3 clusters Score -6030648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -6030694.000000 Penalty: 5281.792969
	Iteration 15Q: 3 clusters Score -6030694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -6030721.500000 Penalty: 5281.792969
	Iteration 16Q: 3 clusters Score -6030722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6030757.500000 Penalty: 5281.792969
	Iteration 17Q: 3 clusters Score -6030758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6030785.000000 Penalty: 5281.792969
	Iteration 18Q: 3 clusters Score -6030785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6030781.500000 Penalty: 5281.792969
	Iteration 19Q: 3 clusters Score -6030782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6030797.500000 Penalty: 5281.792969
	Iteration 20F: 3 clusters Score -6030798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6030812.500000 Penalty: 5281.792969
	Iteration 21Q: 3 clusters Score -6030812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6030808.000000 Penalty: 5281.792969
	Iteration 22Q: 3 clusters Score -6030808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6030819.500000 Penalty: 5281.792969
	Iteration 23Q: 3 clusters Score -6030820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -6030833.500000 Penalty: 5281.792969
	Iteration 24Q: 3 clusters Score -6030834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -6030824.000000 Penalty: 5281.792969
	Iteration 25Q: 3 clusters Score -6030824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -6030822.500000 Penalty: 5281.792969
	Iteration 26Q: 3 clusters Score -6030822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -6030835.000000 Penalty: 5281.792969
	Iteration 27Q: 3 clusters Score -6030835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -6030842.000000 Penalty: 5281.792969
	Iteration 28Q: 3 clusters Score -6030842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6030837.000000 Penalty: 5281.792969
	Iteration 29Q: 3 clusters Score -6030837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -6030842.500000 Penalty: 5281.792969
	Iteration 30Q: 3 clusters Score -6030842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -6030840.500000 Penalty: 5281.792969
	Iteration 31Q: 3 clusters Score -6030840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -6030840.500000 Penalty: 5281.792969
	Iteration 32Q: 3 clusters Score -6030840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -6030839.000000 Penalty: 5281.792969
	Iteration 33Q: 3 clusters Score -6030839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -6030844.500000 Penalty: 5281.792969
	Iteration 34Q: 3 clusters Score -6030844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -6030848.000000 Penalty: 5281.792969
	Iteration 35Q: 3 clusters Score -6030848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -6030851.500000 Penalty: 5281.792969
	Iteration 36Q: 3 clusters Score -6030852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -6030854.000000 Penalty: 5281.792969
	Iteration 37Q: 3 clusters Score -6030854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -6030854.500000 Penalty: 5281.792969
	Iteration 38Q: 3 clusters Score -6030854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6030856.000000 Penalty: 5281.792969
	Iteration 39Q: 3 clusters Score -6030856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -6030858.000000 Penalty: 5281.792969
	Iteration 40F: 3 clusters Score -6030858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6030860.000000 Penalty: 5281.792969
	Iteration 41Q: 3 clusters Score -6030860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6030857.000000 Penalty: 5281.792969
	Iteration 42Q: 3 clusters Score -6030857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6030857.000000 Penalty: 5281.792969
	Iteration 43F: 3 clusters Score -6030857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Entering Unmasked Estep 
Score: -4670072.000000 Penalty: 2569.152832
	Iteration 0F: 2 clusters Score -4670072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4648398.000000 Penalty: 5138.305664
	Iteration 0F: 3 clusters Score -4648398 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4656227.000000 Penalty: 5138.305664
	Iteration 1F: 3 clusters Score -4656227 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4656844.000000 Penalty: 5138.305664
	Iteration 2F: 3 clusters Score -4656844 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4657484.500000 Penalty: 5138.305664
	Iteration 3Q: 3 clusters Score -4657484 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4658315.500000 Penalty: 5138.305664
	Iteration 4F: 3 clusters Score -4658316 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4659551.500000 Penalty: 5138.305664
	Iteration 5F: 3 clusters Score -4659552 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4661354.500000 Penalty: 5138.305664
	Iteration 6F: 3 clusters Score -4661354 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4663477.500000 Penalty: 5138.305664
	Iteration 7F: 3 clusters Score -4663478 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4665359.500000 Penalty: 5138.305664
	Iteration 8F: 3 clusters Score -4665360 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4666589.000000 Penalty: 5138.305664
	Iteration 9Q: 3 clusters Score -4666589 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4667242.500000 Penalty: 5138.305664
	Iteration 10Q: 3 clusters Score -4667242 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4667550.500000 Penalty: 5138.305664
	Iteration 11Q: 3 clusters Score -4667550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4667696.500000 Penalty: 5138.305664
	Iteration 12Q: 3 clusters Score -4667696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4667791.500000 Penalty: 5138.305664
	Iteration 13Q: 3 clusters Score -4667792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4667825.500000 Penalty: 5138.305664
	Iteration 14Q: 3 clusters Score -4667826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4667843.500000 Penalty: 5138.305664
	Iteration 15Q: 3 clusters Score -4667844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4667859.500000 Penalty: 5138.305664
	Iteration 16Q: 3 clusters Score -4667860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4667858.000000 Penalty: 5138.305664
	Iteration 17Q: 3 clusters Score -4667858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4667865.500000 Penalty: 5138.305664
	Iteration 18Q: 3 clusters Score -4667866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4667885.000000 Penalty: 5138.305664
	Iteration 19Q: 3 clusters Score -4667885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4667891.500000 Penalty: 5138.305664
	Iteration 20F: 3 clusters Score -4667892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667907.500000 Penalty: 5138.305664
	Iteration 21Q: 3 clusters Score -4667908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4667914.500000 Penalty: 5138.305664
	Iteration 22Q: 3 clusters Score -4667914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4667914.500000 Penalty: 5138.305664
	Iteration 23Q: 3 clusters Score -4667914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667917.500000 Penalty: 5138.305664
	Iteration 24Q: 3 clusters Score -4667918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4667917.000000 Penalty: 5138.305664
	Iteration 25Q: 3 clusters Score -4667917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667918.000000 Penalty: 5138.305664
	Iteration 26Q: 3 clusters Score -4667918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667921.000000 Penalty: 5138.305664
	Iteration 27Q: 3 clusters Score -4667921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667922.500000 Penalty: 5138.305664
	Iteration 28Q: 3 clusters Score -4667922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4667922.500000 Penalty: 5138.305664
	Iteration 29F: 3 clusters Score -4667922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1921896.125000 Penalty: 2357.946533
	Iteration 0F: 2 clusters Score -1921896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1912052.250000 Penalty: 4715.893066
	Iteration 0F: 3 clusters Score -1912052 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1915257.625000 Penalty: 4715.893066
	Iteration 1F: 3 clusters Score -1915258 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1915741.375000 Penalty: 4715.893066
	Iteration 2F: 3 clusters Score -1915741 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1916131.125000 Penalty: 4715.893066
	Iteration 3F: 3 clusters Score -1916131 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1916476.125000 Penalty: 4715.893066
	Iteration 4F: 3 clusters Score -1916476 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1916788.500000 Penalty: 4715.893066
	Iteration 5Q: 3 clusters Score -1916788 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1917119.625000 Penalty: 4715.893066
	Iteration 6Q: 3 clusters Score -1917120 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1917491.250000 Penalty: 4715.893066
	Iteration 7Q: 3 clusters Score -1917491 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1917849.500000 Penalty: 4715.893066
	Iteration 8Q: 3 clusters Score -1917850 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1918261.750000 Penalty: 4715.893066
	Iteration 9Q: 3 clusters Score -1918262 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1918714.250000 Penalty: 4715.893066
	Iteration 10Q: 3 clusters Score -1918714 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1919100.125000 Penalty: 4715.893066
	Iteration 11Q: 3 clusters Score -1919100 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1919422.625000 Penalty: 4715.893066
	Iteration 12Q: 3 clusters Score -1919423 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1919639.000000 Penalty: 4715.893066
	Iteration 13Q: 3 clusters Score -1919639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1919754.250000 Penalty: 4715.893066
	Iteration 14Q: 3 clusters Score -1919754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1919843.000000 Penalty: 4715.893066
	Iteration 15Q: 3 clusters Score -1919843 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1919896.625000 Penalty: 4715.893066
	Iteration 16Q: 3 clusters Score -1919897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1919929.750000 Penalty: 4715.893066
	Iteration 17Q: 3 clusters Score -1919930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1919955.750000 Penalty: 4715.893066
	Iteration 18Q: 3 clusters Score -1919956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1919977.250000 Penalty: 4715.893066
	Iteration 19Q: 3 clusters Score -1919977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1919994.250000 Penalty: 4715.893066
	Iteration 20F: 3 clusters Score -1919994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1920008.000000 Penalty: 4715.893066
	Iteration 21Q: 3 clusters Score -1920008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1920013.750000 Penalty: 4715.893066
	Iteration 22Q: 3 clusters Score -1920014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1920025.875000 Penalty: 4715.893066
	Iteration 23Q: 3 clusters Score -1920026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1920037.500000 Penalty: 4715.893066
	Iteration 24Q: 3 clusters Score -1920038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1920044.625000 Penalty: 4715.893066
	Iteration 25Q: 3 clusters Score -1920045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1920057.250000 Penalty: 4715.893066
	Iteration 26Q: 3 clusters Score -1920057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1920072.875000 Penalty: 4715.893066
	Iteration 27Q: 3 clusters Score -1920073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1920082.000000 Penalty: 4715.893066
	Iteration 28Q: 3 clusters Score -1920082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1920084.250000 Penalty: 4715.893066
	Iteration 29Q: 3 clusters Score -1920084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1920089.000000 Penalty: 4715.893066
	Iteration 30Q: 3 clusters Score -1920089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1920093.625000 Penalty: 4715.893066
	Iteration 31Q: 3 clusters Score -1920094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1920105.625000 Penalty: 4715.893066
	Iteration 32Q: 3 clusters Score -1920106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1920114.750000 Penalty: 4715.893066
	Iteration 33Q: 3 clusters Score -1920115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1920124.750000 Penalty: 4715.893066
	Iteration 34Q: 3 clusters Score -1920125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1920131.500000 Penalty: 4715.893066
	Iteration 35Q: 3 clusters Score -1920132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1920134.125000 Penalty: 4715.893066
	Iteration 36Q: 3 clusters Score -1920134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1920143.875000 Penalty: 4715.893066
	Iteration 37Q: 3 clusters Score -1920144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1920148.875000 Penalty: 4715.893066
	Iteration 38Q: 3 clusters Score -1920149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1920147.750000 Penalty: 4715.893066
	Iteration 39Q: 3 clusters Score -1920148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1920152.500000 Penalty: 4715.893066
	Iteration 40F: 3 clusters Score -1920152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1920152.750000 Penalty: 4715.893066
	Iteration 41Q: 3 clusters Score -1920153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1920155.750000 Penalty: 4715.893066
	Iteration 42Q: 3 clusters Score -1920156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1920156.750000 Penalty: 4715.893066
	Iteration 43Q: 3 clusters Score -1920157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1920157.250000 Penalty: 4715.893066
	Iteration 44Q: 3 clusters Score -1920157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1920157.250000 Penalty: 4715.893066
	Iteration 45Q: 3 clusters Score -1920157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1920161.875000 Penalty: 4715.893066
	Iteration 46Q: 3 clusters Score -1920162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1920164.500000 Penalty: 4715.893066
	Iteration 47Q: 3 clusters Score -1920164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1920167.000000 Penalty: 4715.893066
	Iteration 48Q: 3 clusters Score -1920167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1920169.500000 Penalty: 4715.893066
	Iteration 49Q: 3 clusters Score -1920170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1920168.875000 Penalty: 4715.893066
	Iteration 50Q: 3 clusters Score -1920169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1920166.250000 Penalty: 4715.893066
	Iteration 51Q: 3 clusters Score -1920166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1920172.000000 Penalty: 4715.893066
	Iteration 52Q: 3 clusters Score -1920172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1920168.500000 Penalty: 4715.893066
	Iteration 53Q: 3 clusters Score -1920168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1920174.500000 Penalty: 4715.893066
	Iteration 54Q: 3 clusters Score -1920174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1920173.125000 Penalty: 4715.893066
	Iteration 55Q: 3 clusters Score -1920173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1920173.375000 Penalty: 4715.893066
	Iteration 56Q: 3 clusters Score -1920173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1920174.500000 Penalty: 4715.893066
	Iteration 57Q: 3 clusters Score -1920174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1920173.125000 Penalty: 4715.893066
	Iteration 58Q: 3 clusters Score -1920173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1920174.375000 Penalty: 4715.893066
	Iteration 59Q: 3 clusters Score -1920174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1920174.375000 Penalty: 4715.893066
	Iteration 60F: 3 clusters Score -1920174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -844371.625000 Penalty: 2151.031250
	Iteration 0F: 2 clusters Score -844371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -839348.500000 Penalty: 4302.062500
	Iteration 0F: 3 clusters Score -839348.5 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -840512.125000 Penalty: 4302.062500
	Iteration 1F: 3 clusters Score -840512.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -840731.187500 Penalty: 4302.062500
	Iteration 2F: 3 clusters Score -840731.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -840873.625000 Penalty: 4302.062500
	Iteration 3Q: 3 clusters Score -840873.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -840972.375000 Penalty: 4302.062500
	Iteration 4Q: 3 clusters Score -840972.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -841052.875000 Penalty: 4302.062500
	Iteration 5Q: 3 clusters Score -841052.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -841109.375000 Penalty: 4302.062500
	Iteration 6Q: 3 clusters Score -841109.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -841156.812500 Penalty: 4302.062500
	Iteration 7Q: 3 clusters Score -841156.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -841184.562500 Penalty: 4302.062500
	Iteration 8Q: 3 clusters Score -841184.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -841214.875000 Penalty: 4302.062500
	Iteration 9Q: 3 clusters Score -841214.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -841245.125000 Penalty: 4302.062500
	Iteration 10Q: 3 clusters Score -841245.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -841266.000000 Penalty: 4302.062500
	Iteration 11Q: 3 clusters Score -841266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -841283.687500 Penalty: 4302.062500
	Iteration 12Q: 3 clusters Score -841283.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -841300.437500 Penalty: 4302.062500
	Iteration 13Q: 3 clusters Score -841300.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -841317.937500 Penalty: 4302.062500
	Iteration 14Q: 3 clusters Score -841317.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -841333.562500 Penalty: 4302.062500
	Iteration 15Q: 3 clusters Score -841333.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -841359.062500 Penalty: 4302.062500
	Iteration 16Q: 3 clusters Score -841359.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -841384.250000 Penalty: 4302.062500
	Iteration 17Q: 3 clusters Score -841384.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -841403.562500 Penalty: 4302.062500
	Iteration 18Q: 3 clusters Score -841403.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -841427.000000 Penalty: 4302.062500
	Iteration 19Q: 3 clusters Score -841427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -841450.875000 Penalty: 4302.062500
	Iteration 20F: 3 clusters Score -841450.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -841486.625000 Penalty: 4302.062500
	Iteration 21Q: 3 clusters Score -841486.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -841528.437500 Penalty: 4302.062500
	Iteration 22Q: 3 clusters Score -841528.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -841569.875000 Penalty: 4302.062500
	Iteration 23Q: 3 clusters Score -841569.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -841613.750000 Penalty: 4302.062500
	Iteration 24Q: 3 clusters Score -841613.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -841649.937500 Penalty: 4302.062500
	Iteration 25Q: 3 clusters Score -841649.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -841694.875000 Penalty: 4302.062500
	Iteration 26Q: 3 clusters Score -841694.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -841750.687500 Penalty: 4302.062500
	Iteration 27Q: 3 clusters Score -841750.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -841801.125000 Penalty: 4302.062500
	Iteration 28Q: 3 clusters Score -841801.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -841853.000000 Penalty: 4302.062500
	Iteration 29Q: 3 clusters Score -841853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -841906.437500 Penalty: 4302.062500
	Iteration 30Q: 3 clusters Score -841906.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -841967.000000 Penalty: 4302.062500
	Iteration 31Q: 3 clusters Score -841967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -842023.312500 Penalty: 4302.062500
	Iteration 32Q: 3 clusters Score -842023.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -842073.875000 Penalty: 4302.062500
	Iteration 33Q: 3 clusters Score -842073.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -842123.937500 Penalty: 4302.062500
	Iteration 34Q: 3 clusters Score -842123.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -842163.937500 Penalty: 4302.062500
	Iteration 35Q: 3 clusters Score -842163.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -842199.187500 Penalty: 4302.062500
	Iteration 36Q: 3 clusters Score -842199.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -842235.812500 Penalty: 4302.062500
	Iteration 37Q: 3 clusters Score -842235.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -842280.062500 Penalty: 4302.062500
	Iteration 38Q: 3 clusters Score -842280.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -842319.625000 Penalty: 4302.062500
	Iteration 39Q: 3 clusters Score -842319.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -842347.062500 Penalty: 4302.062500
	Iteration 40F: 3 clusters Score -842347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -842368.187500 Penalty: 4302.062500
	Iteration 41Q: 3 clusters Score -842368.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -842383.750000 Penalty: 4302.062500
	Iteration 42Q: 3 clusters Score -842383.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -842400.312500 Penalty: 4302.062500
	Iteration 43Q: 3 clusters Score -842400.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -842411.812500 Penalty: 4302.062500
	Iteration 44Q: 3 clusters Score -842411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -842423.937500 Penalty: 4302.062500
	Iteration 45Q: 3 clusters Score -842423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -842438.062500 Penalty: 4302.062500
	Iteration 46Q: 3 clusters Score -842438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -842447.500000 Penalty: 4302.062500
	Iteration 47Q: 3 clusters Score -842447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -842462.062500 Penalty: 4302.062500
	Iteration 48Q: 3 clusters Score -842462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -842475.125000 Penalty: 4302.062500
	Iteration 49Q: 3 clusters Score -842475.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -842486.812500 Penalty: 4302.062500
	Iteration 50Q: 3 clusters Score -842486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -842492.375000 Penalty: 4302.062500
	Iteration 51Q: 3 clusters Score -842492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -842501.187500 Penalty: 4302.062500
	Iteration 52Q: 3 clusters Score -842501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -842507.000000 Penalty: 4302.062500
	Iteration 53Q: 3 clusters Score -842507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -842512.812500 Penalty: 4302.062500
	Iteration 54Q: 3 clusters Score -842512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -842522.125000 Penalty: 4302.062500
	Iteration 55Q: 3 clusters Score -842522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -842527.062500 Penalty: 4302.062500
	Iteration 56Q: 3 clusters Score -842527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -842532.250000 Penalty: 4302.062500
	Iteration 57Q: 3 clusters Score -842532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -842535.062500 Penalty: 4302.062500
	Iteration 58Q: 3 clusters Score -842535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -842537.812500 Penalty: 4302.062500
	Iteration 59Q: 3 clusters Score -842537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -842537.750000 Penalty: 4302.062500
	Iteration 60F: 3 clusters Score -842537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -842538.500000 Penalty: 4302.062500
	Iteration 61Q: 3 clusters Score -842538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -842539.000000 Penalty: 4302.062500
	Iteration 62Q: 3 clusters Score -842539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -842541.000000 Penalty: 4302.062500
	Iteration 63Q: 3 clusters Score -842541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -842542.750000 Penalty: 4302.062500
	Iteration 64Q: 3 clusters Score -842542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -842545.875000 Penalty: 4302.062500
	Iteration 65Q: 3 clusters Score -842545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -842545.875000 Penalty: 4302.062500
	Iteration 66F: 3 clusters Score -842545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200509 members 
Entering Unmasked Estep 
Score: -29350782.000000 Penalty: 3027.736328
	Iteration 0F: 2 clusters Score -2.935078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -29225116.000000 Penalty: 6055.472656
	Iteration 0F: 3 clusters Score -2.922512e+07 nChanged 96503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -29281696.000000 Penalty: 6055.472656
	Iteration 1F: 3 clusters Score -2.92817e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -29282702.000000 Penalty: 6055.472656
	Iteration 2Q: 3 clusters Score -2.92827e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -29284080.000000 Penalty: 6055.472656
	Iteration 3Q: 3 clusters Score -2.928408e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -29286846.000000 Penalty: 6055.472656
	Iteration 4Q: 3 clusters Score -2.928685e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124685 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -29291318.000000 Penalty: 6055.472656
	Iteration 5Q: 3 clusters Score -2.929132e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135543 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -29298718.000000 Penalty: 6055.472656
	Iteration 6F: 3 clusters Score -2.929872e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -29309174.000000 Penalty: 6055.472656
	Iteration 7F: 3 clusters Score -2.930917e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -29321460.000000 Penalty: 6055.472656
	Iteration 8F: 3 clusters Score -2.932146e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174787 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -29332434.000000 Penalty: 6055.472656
	Iteration 9F: 3 clusters Score -2.933243e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -29340182.000000 Penalty: 6055.472656
	Iteration 10Q: 3 clusters Score -2.934018e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -29344734.000000 Penalty: 6055.472656
	Iteration 11Q: 3 clusters Score -2.934473e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193515 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -29347308.000000 Penalty: 6055.472656
	Iteration 12Q: 3 clusters Score -2.934731e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -29348298.000000 Penalty: 6055.472656
	Iteration 13Q: 3 clusters Score -2.93483e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -29348476.000000 Penalty: 6055.472656
	Iteration 14Q: 3 clusters Score -2.934848e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198822 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -29348548.000000 Penalty: 6055.472656
	Iteration 15Q: 3 clusters Score -2.934855e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199325 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -29348544.000000 Penalty: 6055.472656
	Iteration 16Q: 3 clusters Score -2.934854e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199582 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -29348582.000000 Penalty: 6055.472656
	Iteration 17Q: 3 clusters Score -2.934858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199721 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -29348628.000000 Penalty: 6055.472656
	Iteration 18Q: 3 clusters Score -2.934863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199809 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -29348634.000000 Penalty: 6055.472656
	Iteration 19Q: 3 clusters Score -2.934863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199867 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -29348668.000000 Penalty: 6055.472656
	Iteration 20F: 3 clusters Score -2.934867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -29348640.000000 Penalty: 6055.472656
	Iteration 21Q: 3 clusters Score -2.934864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -29348662.000000 Penalty: 6055.472656
	Iteration 22Q: 3 clusters Score -2.934866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29348648.000000 Penalty: 6055.472656
	Iteration 23Q: 3 clusters Score -2.934865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29348628.000000 Penalty: 6055.472656
	Iteration 24Q: 3 clusters Score -2.934863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29348614.000000 Penalty: 6055.472656
	Iteration 25Q: 3 clusters Score -2.934861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29348654.000000 Penalty: 6055.472656
	Iteration 26Q: 3 clusters Score -2.934865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199991 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29348624.000000 Penalty: 6055.472656
	Iteration 27Q: 3 clusters Score -2.934862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199992 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29348640.000000 Penalty: 6055.472656
	Iteration 28Q: 3 clusters Score -2.934864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199993 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29348630.000000 Penalty: 6055.472656
	Iteration 29Q: 3 clusters Score -2.934863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199996 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -29348636.000000 Penalty: 6055.472656
	Iteration 30Q: 3 clusters Score -2.934864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199997 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -29348634.000000 Penalty: 6055.472656
	Iteration 31Q: 3 clusters Score -2.934863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200000 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29348638.000000 Penalty: 6055.472656
	Iteration 32Q: 3 clusters Score -2.934864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200002 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -29348646.000000 Penalty: 6055.472656
	Iteration 33Q: 3 clusters Score -2.934865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -29348654.000000 Penalty: 6055.472656
	Iteration 34Q: 3 clusters Score -2.934865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200008 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29348656.000000 Penalty: 6055.472656
	Iteration 35Q: 3 clusters Score -2.934866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29348650.000000 Penalty: 6055.472656
	Iteration 36Q: 3 clusters Score -2.934865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29348650.000000 Penalty: 6055.472656
	Iteration 37F: 3 clusters Score -2.934865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (86911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Entering Unmasked Estep 
Score: -12821052.000000 Penalty: 2820.414551
	Iteration 0F: 2 clusters Score -1.282105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -12763114.000000 Penalty: 5640.829102
	Iteration 0F: 3 clusters Score -1.276311e+07 nChanged 40698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -12785858.000000 Penalty: 5640.829102
	Iteration 1F: 3 clusters Score -1.278586e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -12786506.000000 Penalty: 5640.829102
	Iteration 2Q: 3 clusters Score -1.278651e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -12787270.000000 Penalty: 5640.829102
	Iteration 3Q: 3 clusters Score -1.278727e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -12788035.000000 Penalty: 5640.829102
	Iteration 4Q: 3 clusters Score -1.278804e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -12789243.000000 Penalty: 5640.829102
	Iteration 5Q: 3 clusters Score -1.278924e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -12790790.000000 Penalty: 5640.829102
	Iteration 6Q: 3 clusters Score -1.279079e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -12793198.000000 Penalty: 5640.829102
	Iteration 7F: 3 clusters Score -1.27932e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -12796799.000000 Penalty: 5640.829102
	Iteration 8F: 3 clusters Score -1.27968e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -12801916.000000 Penalty: 5640.829102
	Iteration 9F: 3 clusters Score -1.280192e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -12807437.000000 Penalty: 5640.829102
	Iteration 10F: 3 clusters Score -1.280744e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -12811931.000000 Penalty: 5640.829102
	Iteration 11F: 3 clusters Score -1.281193e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -12814594.000000 Penalty: 5640.829102
	Iteration 12Q: 3 clusters Score -1.281459e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -12816076.000000 Penalty: 5640.829102
	Iteration 13Q: 3 clusters Score -1.281608e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -12816948.000000 Penalty: 5640.829102
	Iteration 14Q: 3 clusters Score -1.281695e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -12817576.000000 Penalty: 5640.829102
	Iteration 15Q: 3 clusters Score -1.281758e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -12818014.000000 Penalty: 5640.829102
	Iteration 16Q: 3 clusters Score -1.281801e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -12818373.000000 Penalty: 5640.829102
	Iteration 17Q: 3 clusters Score -1.281837e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -12818637.000000 Penalty: 5640.829102
	Iteration 18Q: 3 clusters Score -1.281864e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -12818872.000000 Penalty: 5640.829102
	Iteration 19Q: 3 clusters Score -1.281887e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -12819122.000000 Penalty: 5640.829102
	Iteration 20F: 3 clusters Score -1.281912e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -12819367.000000 Penalty: 5640.829102
	Iteration 21Q: 3 clusters Score -1.281937e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12819567.000000 Penalty: 5640.829102
	Iteration 22Q: 3 clusters Score -1.281957e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -12819690.000000 Penalty: 5640.829102
	Iteration 23Q: 3 clusters Score -1.281969e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -12819806.000000 Penalty: 5640.829102
	Iteration 24Q: 3 clusters Score -1.281981e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -12819916.000000 Penalty: 5640.829102
	Iteration 25Q: 3 clusters Score -1.281992e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12820025.000000 Penalty: 5640.829102
	Iteration 26Q: 3 clusters Score -1.282002e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12820121.000000 Penalty: 5640.829102
	Iteration 27Q: 3 clusters Score -1.282012e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12820192.000000 Penalty: 5640.829102
	Iteration 28Q: 3 clusters Score -1.282019e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12820209.000000 Penalty: 5640.829102
	Iteration 29Q: 3 clusters Score -1.282021e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12820246.000000 Penalty: 5640.829102
	Iteration 30Q: 3 clusters Score -1.282025e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12820280.000000 Penalty: 5640.829102
	Iteration 31Q: 3 clusters Score -1.282028e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -12820296.000000 Penalty: 5640.829102
	Iteration 32Q: 3 clusters Score -1.28203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12820298.000000 Penalty: 5640.829102
	Iteration 33Q: 3 clusters Score -1.28203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12820307.000000 Penalty: 5640.829102
	Iteration 34Q: 3 clusters Score -1.282031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12820301.000000 Penalty: 5640.829102
	Iteration 35Q: 3 clusters Score -1.28203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12820335.000000 Penalty: 5640.829102
	Iteration 36Q: 3 clusters Score -1.282034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12820340.000000 Penalty: 5640.829102
	Iteration 37Q: 3 clusters Score -1.282034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12820352.000000 Penalty: 5640.829102
	Iteration 38Q: 3 clusters Score -1.282035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12820376.000000 Penalty: 5640.829102
	Iteration 39Q: 3 clusters Score -1.282038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12820384.000000 Penalty: 5640.829102
	Iteration 40F: 3 clusters Score -1.282038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -12820387.000000 Penalty: 5640.829102
	Iteration 41Q: 3 clusters Score -1.282039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12820382.000000 Penalty: 5640.829102
	Iteration 42Q: 3 clusters Score -1.282038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12820416.000000 Penalty: 5640.829102
	Iteration 43Q: 3 clusters Score -1.282042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12820413.000000 Penalty: 5640.829102
	Iteration 44Q: 3 clusters Score -1.282041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12820418.000000 Penalty: 5640.829102
	Iteration 45Q: 3 clusters Score -1.282042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12820419.000000 Penalty: 5640.829102
	Iteration 46Q: 3 clusters Score -1.282042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12820420.000000 Penalty: 5640.829102
	Iteration 47Q: 3 clusters Score -1.282042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12820421.000000 Penalty: 5640.829102
	Iteration 48Q: 3 clusters Score -1.282042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12820428.000000 Penalty: 5640.829102
	Iteration 49Q: 3 clusters Score -1.282043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12820430.000000 Penalty: 5640.829102
	Iteration 50Q: 3 clusters Score -1.282043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12820433.000000 Penalty: 5640.829102
	Iteration 51Q: 3 clusters Score -1.282043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12820437.000000 Penalty: 5640.829102
	Iteration 52Q: 3 clusters Score -1.282044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12820434.000000 Penalty: 5640.829102
	Iteration 53Q: 3 clusters Score -1.282043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12820425.000000 Penalty: 5640.829102
	Iteration 54Q: 3 clusters Score -1.282042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12820430.000000 Penalty: 5640.829102
	Iteration 55Q: 3 clusters Score -1.282043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12820436.000000 Penalty: 5640.829102
	Iteration 56Q: 3 clusters Score -1.282044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12820429.000000 Penalty: 5640.829102
	Iteration 57Q: 3 clusters Score -1.282043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12820437.000000 Penalty: 5640.829102
	Iteration 58Q: 3 clusters Score -1.282044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12820432.000000 Penalty: 5640.829102
	Iteration 59Q: 3 clusters Score -1.282043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12820440.000000 Penalty: 5640.829102
	Iteration 60F: 3 clusters Score -1.282044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12820425.000000 Penalty: 5640.829102
	Iteration 61Q: 3 clusters Score -1.282042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12820439.000000 Penalty: 5640.829102
	Iteration 62Q: 3 clusters Score -1.282044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12820450.000000 Penalty: 5640.829102
	Iteration 63Q: 3 clusters Score -1.282045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12820471.000000 Penalty: 5640.829102
	Iteration 64Q: 3 clusters Score -1.282047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12820479.000000 Penalty: 5640.829102
	Iteration 65Q: 3 clusters Score -1.282048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12820478.000000 Penalty: 5640.829102
	Iteration 66Q: 3 clusters Score -1.282048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12820464.000000 Penalty: 5640.829102
	Iteration 67Q: 3 clusters Score -1.282046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12820477.000000 Penalty: 5640.829102
	Iteration 68Q: 3 clusters Score -1.282048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12820468.000000 Penalty: 5640.829102
	Iteration 69Q: 3 clusters Score -1.282047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12820448.000000 Penalty: 5640.829102
	Iteration 70Q: 3 clusters Score -1.282045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12820458.000000 Penalty: 5640.829102
	Iteration 71Q: 3 clusters Score -1.282046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12820471.000000 Penalty: 5640.829102
	Iteration 72Q: 3 clusters Score -1.282047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12820471.000000 Penalty: 5640.829102
	Iteration 73Q: 3 clusters Score -1.282047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12820467.000000 Penalty: 5640.829102
	Iteration 74Q: 3 clusters Score -1.282047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12820461.000000 Penalty: 5640.829102
	Iteration 75Q: 3 clusters Score -1.282046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12820466.000000 Penalty: 5640.829102
	Iteration 76Q: 3 clusters Score -1.282047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12820461.000000 Penalty: 5640.829102
	Iteration 77Q: 3 clusters Score -1.282046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12820461.000000 Penalty: 5640.829102
	Iteration 78F: 3 clusters Score -1.282046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Entering Unmasked Estep 
Score: -1698532.625000 Penalty: 2322.294434
	Iteration 0F: 2 clusters Score -1698533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1689790.250000 Penalty: 4644.588867
	Iteration 0F: 3 clusters Score -1689790 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1692316.875000 Penalty: 4644.588867
	Iteration 1F: 3 clusters Score -1692317 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1692621.875000 Penalty: 4644.588867
	Iteration 2F: 3 clusters Score -1692622 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1692836.000000 Penalty: 4644.588867
	Iteration 3Q: 3 clusters Score -1692836 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1693034.625000 Penalty: 4644.588867
	Iteration 4Q: 3 clusters Score -1693035 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1693217.625000 Penalty: 4644.588867
	Iteration 5Q: 3 clusters Score -1693218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1693395.125000 Penalty: 4644.588867
	Iteration 6Q: 3 clusters Score -1693395 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1693591.125000 Penalty: 4644.588867
	Iteration 7Q: 3 clusters Score -1693591 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1693810.750000 Penalty: 4644.588867
	Iteration 8Q: 3 clusters Score -1693811 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1694055.625000 Penalty: 4644.588867
	Iteration 9Q: 3 clusters Score -1694056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1694345.875000 Penalty: 4644.588867
	Iteration 10Q: 3 clusters Score -1694346 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1694667.625000 Penalty: 4644.588867
	Iteration 11Q: 3 clusters Score -1694668 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1695004.375000 Penalty: 4644.588867
	Iteration 12Q: 3 clusters Score -1695004 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1695362.125000 Penalty: 4644.588867
	Iteration 13Q: 3 clusters Score -1695362 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1695644.500000 Penalty: 4644.588867
	Iteration 14Q: 3 clusters Score -1695644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1695857.375000 Penalty: 4644.588867
	Iteration 15Q: 3 clusters Score -1695857 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1696039.875000 Penalty: 4644.588867
	Iteration 16Q: 3 clusters Score -1696040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1696161.750000 Penalty: 4644.588867
	Iteration 17Q: 3 clusters Score -1696162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1696245.750000 Penalty: 4644.588867
	Iteration 18Q: 3 clusters Score -1696246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1696307.750000 Penalty: 4644.588867
	Iteration 19Q: 3 clusters Score -1696308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1696368.375000 Penalty: 4644.588867
	Iteration 20F: 3 clusters Score -1696368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1696403.875000 Penalty: 4644.588867
	Iteration 21Q: 3 clusters Score -1696404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1696420.375000 Penalty: 4644.588867
	Iteration 22Q: 3 clusters Score -1696420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1696430.500000 Penalty: 4644.588867
	Iteration 23Q: 3 clusters Score -1696430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1696443.250000 Penalty: 4644.588867
	Iteration 24Q: 3 clusters Score -1696443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1696450.000000 Penalty: 4644.588867
	Iteration 25Q: 3 clusters Score -1696450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1696458.625000 Penalty: 4644.588867
	Iteration 26Q: 3 clusters Score -1696459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1696463.125000 Penalty: 4644.588867
	Iteration 27Q: 3 clusters Score -1696463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1696472.250000 Penalty: 4644.588867
	Iteration 28Q: 3 clusters Score -1696472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1696470.250000 Penalty: 4644.588867
	Iteration 29Q: 3 clusters Score -1696470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1696473.500000 Penalty: 4644.588867
	Iteration 30Q: 3 clusters Score -1696474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1696475.375000 Penalty: 4644.588867
	Iteration 31Q: 3 clusters Score -1696475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1696475.125000 Penalty: 4644.588867
	Iteration 32Q: 3 clusters Score -1696475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1696477.125000 Penalty: 4644.588867
	Iteration 33Q: 3 clusters Score -1696477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1696479.625000 Penalty: 4644.588867
	Iteration 34Q: 3 clusters Score -1696480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1696479.375000 Penalty: 4644.588867
	Iteration 35Q: 3 clusters Score -1696479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1696480.000000 Penalty: 4644.588867
	Iteration 36Q: 3 clusters Score -1696480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1696480.000000 Penalty: 4644.588867
	Iteration 37Q: 3 clusters Score -1696480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1696480.000000 Penalty: 4644.588867
	Iteration 38F: 3 clusters Score -1696480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -28942.240234 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -28942.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27787.441406 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -27787.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27938.111328 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -27938.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27966.687500 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -27966.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27972.523438 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -27972.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27974.205078 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -27974.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27974.205078 Penalty: 2837.274658
	Iteration 5F: 3 clusters Score -27974.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -127916.554688 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -127916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126060.312500 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -126060.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126479.304688 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -126479.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126737.742188 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -126737.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126908.125000 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -126908.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127149.671875 Penalty: 3415.719727
	Iteration 4F: 3 clusters Score -127149.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127375.218750 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -127375.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127494.476562 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -127494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127590.296875 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -127590.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127716.265625 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -127716.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127842.242188 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -127842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127934.234375 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -127934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127987.023438 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -127987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128010.226562 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -128010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128037.867188 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -128037.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128058.304688 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -128058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128067.476562 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -128067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -128073.914062 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -128073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128086.695312 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -128086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128095.390625 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -128095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128095.390625 Penalty: 3415.719727
	Iteration 19F: 3 clusters Score -128095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 140008 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 38239 members 
Mstep: Class 8 contains 48399 members 
Mstep: Class 9 contains 39973 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 36276 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 31555 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200509 members 
Mstep: Class 21 contains 86911 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 388 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114538 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 591 members 
Entering Unmasked Estep 
Score: -128941504.000000 Penalty: 95245.046875
Splitting cluster 24 changes total score from -128943160.000000 to -128941504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -40585.105469 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -40585.11 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 188 members 
Entering Unmasked Estep 
Score: -39260.769531 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39260.77 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39557.304688 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39557.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39755.800781 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -39755.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40038.269531 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -40038.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40166.324219 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -40166.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40258.199219 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40342.652344 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40342.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40421.214844 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40421.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40448.800781 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40466.296875 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40508.789062 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40508.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40508.789062 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -40508.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (114538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Entering Unmasked Estep 
Score: -16818974.000000 Penalty: 2888.868164
	Iteration 0F: 2 clusters Score -1.681897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -16743993.000000 Penalty: 5777.736328
	Iteration 0F: 3 clusters Score -1.674399e+07 nChanged 54416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -16775376.000000 Penalty: 5777.736328
	Iteration 1F: 3 clusters Score -1.677538e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -16776338.000000 Penalty: 5777.736328
	Iteration 2Q: 3 clusters Score -1.677634e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -16777534.000000 Penalty: 5777.736328
	Iteration 3Q: 3 clusters Score -1.677753e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -16779202.000000 Penalty: 5777.736328
	Iteration 4Q: 3 clusters Score -1.67792e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -16781524.000000 Penalty: 5777.736328
	Iteration 5Q: 3 clusters Score -1.678152e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -16785106.000000 Penalty: 5777.736328
	Iteration 6F: 3 clusters Score -1.678511e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -16790412.000000 Penalty: 5777.736328
	Iteration 7F: 3 clusters Score -1.679041e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -16796336.000000 Penalty: 5777.736328
	Iteration 8F: 3 clusters Score -1.679634e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -16801672.000000 Penalty: 5777.736328
	Iteration 9F: 3 clusters Score -1.680167e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -16805326.000000 Penalty: 5777.736328
	Iteration 10Q: 3 clusters Score -1.680533e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -16807314.000000 Penalty: 5777.736328
	Iteration 11Q: 3 clusters Score -1.680731e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -16808566.000000 Penalty: 5777.736328
	Iteration 12Q: 3 clusters Score -1.680857e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -16809606.000000 Penalty: 5777.736328
	Iteration 13Q: 3 clusters Score -1.680961e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -16810432.000000 Penalty: 5777.736328
	Iteration 14Q: 3 clusters Score -1.681043e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -16811342.000000 Penalty: 5777.736328
	Iteration 15Q: 3 clusters Score -1.681134e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -16812304.000000 Penalty: 5777.736328
	Iteration 16Q: 3 clusters Score -1.68123e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -16813268.000000 Penalty: 5777.736328
	Iteration 17Q: 3 clusters Score -1.681327e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -16814118.000000 Penalty: 5777.736328
	Iteration 18Q: 3 clusters Score -1.681412e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -16814784.000000 Penalty: 5777.736328
	Iteration 19Q: 3 clusters Score -1.681478e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -16815302.000000 Penalty: 5777.736328
	Iteration 20F: 3 clusters Score -1.68153e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -16815746.000000 Penalty: 5777.736328
	Iteration 21Q: 3 clusters Score -1.681575e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 109551 members 
Entering Unmasked Estep 
Score: -16816048.000000 Penalty: 5777.736328
	Iteration 22Q: 3 clusters Score -1.681605e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -16816318.000000 Penalty: 5777.736328
	Iteration 23Q: 3 clusters Score -1.681632e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -16816516.000000 Penalty: 5777.736328
	Iteration 24Q: 3 clusters Score -1.681652e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -16816650.000000 Penalty: 5777.736328
	Iteration 25Q: 3 clusters Score -1.681665e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -16816754.000000 Penalty: 5777.736328
	Iteration 26Q: 3 clusters Score -1.681675e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -16816764.000000 Penalty: 5777.736328
	Iteration 27Q: 3 clusters Score -1.681676e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 112287 members 
Entering Unmasked Estep 
Score: -16816814.000000 Penalty: 5777.736328
	Iteration 28Q: 3 clusters Score -1.681681e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -16816842.000000 Penalty: 5777.736328
	Iteration 29Q: 3 clusters Score -1.681684e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -16816876.000000 Penalty: 5777.736328
	Iteration 30Q: 3 clusters Score -1.681688e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -16816920.000000 Penalty: 5777.736328
	Iteration 31Q: 3 clusters Score -1.681692e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -16816964.000000 Penalty: 5777.736328
	Iteration 32Q: 3 clusters Score -1.681696e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -16816976.000000 Penalty: 5777.736328
	Iteration 33Q: 3 clusters Score -1.681698e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -16817002.000000 Penalty: 5777.736328
	Iteration 34Q: 3 clusters Score -1.6817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -16816982.000000 Penalty: 5777.736328
	Iteration 35Q: 3 clusters Score -1.681698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -16816988.000000 Penalty: 5777.736328
	Iteration 36Q: 3 clusters Score -1.681699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -16816976.000000 Penalty: 5777.736328
	Iteration 37Q: 3 clusters Score -1.681698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -16816990.000000 Penalty: 5777.736328
	Iteration 38Q: 3 clusters Score -1.681699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -16816978.000000 Penalty: 5777.736328
	Iteration 39Q: 3 clusters Score -1.681698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 113138 members 
Entering Unmasked Estep 
Score: -16816984.000000 Penalty: 5777.736328
	Iteration 40F: 3 clusters Score -1.681698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 113157 members 
Entering Unmasked Estep 
Score: -16816990.000000 Penalty: 5777.736328
	Iteration 41Q: 3 clusters Score -1.681699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -16816994.000000 Penalty: 5777.736328
	Iteration 42Q: 3 clusters Score -1.681699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -16816978.000000 Penalty: 5777.736328
	Iteration 43Q: 3 clusters Score -1.681698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -16816972.000000 Penalty: 5777.736328
	Iteration 44Q: 3 clusters Score -1.681697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -16816974.000000 Penalty: 5777.736328
	Iteration 45Q: 3 clusters Score -1.681697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -16816982.000000 Penalty: 5777.736328
	Iteration 46Q: 3 clusters Score -1.681698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -16816972.000000 Penalty: 5777.736328
	Iteration 47Q: 3 clusters Score -1.681697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -16816974.000000 Penalty: 5777.736328
	Iteration 48Q: 3 clusters Score -1.681697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -16816984.000000 Penalty: 5777.736328
	Iteration 49Q: 3 clusters Score -1.681698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -16816996.000000 Penalty: 5777.736328
	Iteration 50Q: 3 clusters Score -1.6817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -16816992.000000 Penalty: 5777.736328
	Iteration 51Q: 3 clusters Score -1.681699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -16816992.000000 Penalty: 5777.736328
	Iteration 52Q: 3 clusters Score -1.681699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 113317 members 
Entering Unmasked Estep 
Score: -16816996.000000 Penalty: 5777.736328
	Iteration 53Q: 3 clusters Score -1.6817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -16816984.000000 Penalty: 5777.736328
	Iteration 54Q: 3 clusters Score -1.681698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 113327 members 
Entering Unmasked Estep 
Score: -16816984.000000 Penalty: 5777.736328
	Iteration 55Q: 3 clusters Score -1.681698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 113333 members 
Entering Unmasked Estep 
Score: -16817000.000000 Penalty: 5777.736328
	Iteration 56Q: 3 clusters Score -1.6817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -16816994.000000 Penalty: 5777.736328
	Iteration 57Q: 3 clusters Score -1.681699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -16817004.000000 Penalty: 5777.736328
	Iteration 58Q: 3 clusters Score -1.6817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -16817004.000000 Penalty: 5777.736328
	Iteration 59F: 3 clusters Score -1.6817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100645.140625 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -100645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98919.078125 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -98919.08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99355.007812 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -99355.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99674.937500 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -99674.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99932.585938 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -99932.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100149.554688 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -100149.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100280.500000 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -100280.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100364.945312 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -100364.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100541.890625 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -100541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100789.390625 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -100789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -100929.328125 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -100929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100963.046875 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -100963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100999.593750 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -100999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101043.804688 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -101043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101064.242188 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -101064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101073.195312 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -101073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101091.609375 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -101091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101099.796875 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -101099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101121.703125 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -101121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101121.703125 Penalty: 3312.457520
	Iteration 18F: 3 clusters Score -101121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 140008 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 38239 members 
Mstep: Class 8 contains 48399 members 
Mstep: Class 9 contains 39973 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 36276 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 31555 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200509 members 
Mstep: Class 21 contains 86911 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114538 members 
Mstep: Class 27 contains 403 members 
Mstep: Class 28 contains 392 members 
Entering Unmasked Estep 
Score: -128941664.000000 Penalty: 95245.046875
Splitting cluster 27 changes total score from -128943160.000000 to -128941664.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 140008 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 38239 members 
Mstep: Class 8 contains 48399 members 
Mstep: Class 9 contains 39973 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 36276 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 31555 members 
Mstep: Class 18 contains 13465 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200509 members 
Mstep: Class 21 contains 86911 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114538 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943072.000000 Penalty: 91843.437500
Iteration 159Q: 28 clusters Score -1.289431e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 33302 members 
Mstep: Class 3 contains 139963 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 9876 members 
Mstep: Class 6 contains 12606 members 
Mstep: Class 7 contains 38212 members 
Mstep: Class 8 contains 48215 members 
Mstep: Class 9 contains 39976 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 36583 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42152 members 
Mstep: Class 17 contains 31564 members 
Mstep: Class 18 contains 13508 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200479 members 
Mstep: Class 21 contains 86896 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114545 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943032.000000 Penalty: 91843.437500
Iteration 160F: 28 clusters Score -1.28943e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 33322 members 
Mstep: Class 3 contains 139941 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 12619 members 
Mstep: Class 7 contains 38192 members 
Mstep: Class 8 contains 48045 members 
Mstep: Class 9 contains 39974 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 36897 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 4281 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42149 members 
Mstep: Class 17 contains 31577 members 
Mstep: Class 18 contains 13531 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 200468 members 
Mstep: Class 21 contains 86866 members 
Mstep: Class 22 contains 11710 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114541 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943376.000000 Penalty: 91843.437500
Iteration 161Q: 28 clusters Score -1.289434e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 33346 members 
Mstep: Class 3 contains 139931 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 12627 members 
Mstep: Class 7 contains 38156 members 
Mstep: Class 8 contains 47853 members 
Mstep: Class 9 contains 39972 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 37206 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 4261 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42149 members 
Mstep: Class 17 contains 31593 members 
Mstep: Class 18 contains 13567 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 200468 members 
Mstep: Class 21 contains 86829 members 
Mstep: Class 22 contains 11739 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114537 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943400.000000 Penalty: 91843.437500
Iteration 162Q: 28 clusters Score -1.289434e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 33377 members 
Mstep: Class 3 contains 139911 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 12638 members 
Mstep: Class 7 contains 38108 members 
Mstep: Class 8 contains 47725 members 
Mstep: Class 9 contains 39970 members 
Mstep: Class 10 contains 6849 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 37469 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 31608 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 200458 members 
Mstep: Class 21 contains 86798 members 
Mstep: Class 22 contains 11772 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114506 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943632.000000 Penalty: 91843.437500
Iteration 163Q: 28 clusters Score -1.289436e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 33402 members 
Mstep: Class 3 contains 139892 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 38067 members 
Mstep: Class 8 contains 47605 members 
Mstep: Class 9 contains 39972 members 
Mstep: Class 10 contains 6849 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 37725 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42166 members 
Mstep: Class 17 contains 31626 members 
Mstep: Class 18 contains 13649 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 200410 members 
Mstep: Class 21 contains 86777 members 
Mstep: Class 22 contains 11815 members 
Mstep: Class 23 contains 302 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114494 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943664.000000 Penalty: 91843.437500
Iteration 164Q: 28 clusters Score -1.289437e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 33429 members 
Mstep: Class 3 contains 139853 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 38043 members 
Mstep: Class 8 contains 47449 members 
Mstep: Class 9 contains 39977 members 
Mstep: Class 10 contains 6850 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 12 contains 37954 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42174 members 
Mstep: Class 17 contains 31654 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 200395 members 
Mstep: Class 21 contains 86747 members 
Mstep: Class 22 contains 11868 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114499 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943608.000000 Penalty: 91843.437500
Iteration 165Q: 28 clusters Score -1.289436e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 33454 members 
Mstep: Class 3 contains 139820 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 37998 members 
Mstep: Class 8 contains 47293 members 
Mstep: Class 9 contains 39980 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 3446 members 
Mstep: Class 12 contains 38175 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42180 members 
Mstep: Class 17 contains 31679 members 
Mstep: Class 18 contains 13730 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 200380 members 
Mstep: Class 21 contains 86718 members 
Mstep: Class 22 contains 11916 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114517 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943768.000000 Penalty: 91843.437500
Iteration 166Q: 28 clusters Score -1.289438e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 33485 members 
Mstep: Class 3 contains 139801 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 37941 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 39989 members 
Mstep: Class 10 contains 6853 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 38396 members 
Mstep: Class 13 contains 4492 members 
Mstep: Class 14 contains 4211 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42181 members 
Mstep: Class 17 contains 31711 members 
Mstep: Class 18 contains 13786 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 200353 members 
Mstep: Class 21 contains 86670 members 
Mstep: Class 22 contains 11963 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114534 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943768.000000 Penalty: 91843.437500
Iteration 167Q: 28 clusters Score -1.289438e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 33521 members 
Mstep: Class 3 contains 139774 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 12732 members 
Mstep: Class 7 contains 37869 members 
Mstep: Class 8 contains 47001 members 
Mstep: Class 9 contains 40007 members 
Mstep: Class 10 contains 6854 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 38638 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 4206 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42186 members 
Mstep: Class 17 contains 31734 members 
Mstep: Class 18 contains 13837 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 200314 members 
Mstep: Class 21 contains 86632 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114538 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943872.000000 Penalty: 91843.437500
Iteration 168Q: 28 clusters Score -1.289439e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 33565 members 
Mstep: Class 3 contains 139750 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 37809 members 
Mstep: Class 8 contains 46882 members 
Mstep: Class 9 contains 40023 members 
Mstep: Class 10 contains 6856 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 38851 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42191 members 
Mstep: Class 17 contains 31752 members 
Mstep: Class 18 contains 13885 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 200266 members 
Mstep: Class 21 contains 86604 members 
Mstep: Class 22 contains 12069 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114534 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943624.000000 Penalty: 91843.437500
Iteration 169Q: 28 clusters Score -1.289436e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 139719 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 12784 members 
Mstep: Class 7 contains 37740 members 
Mstep: Class 8 contains 46729 members 
Mstep: Class 9 contains 40032 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 12 contains 39060 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42198 members 
Mstep: Class 17 contains 31770 members 
Mstep: Class 18 contains 13938 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 200247 members 
Mstep: Class 21 contains 86585 members 
Mstep: Class 22 contains 12133 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114533 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943904.000000 Penalty: 91843.437500
Iteration 170Q: 28 clusters Score -1.289439e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 33664 members 
Mstep: Class 3 contains 139684 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 10125 members 
Mstep: Class 6 contains 12808 members 
Mstep: Class 7 contains 37663 members 
Mstep: Class 8 contains 46601 members 
Mstep: Class 9 contains 40043 members 
Mstep: Class 10 contains 6856 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 39225 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42203 members 
Mstep: Class 17 contains 31788 members 
Mstep: Class 18 contains 13993 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 200227 members 
Mstep: Class 21 contains 86548 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114541 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943912.000000 Penalty: 91843.437500
Iteration 171Q: 28 clusters Score -1.289439e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 33722 members 
Mstep: Class 3 contains 139648 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 10153 members 
Mstep: Class 6 contains 12834 members 
Mstep: Class 7 contains 37589 members 
Mstep: Class 8 contains 46480 members 
Mstep: Class 9 contains 40050 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 39381 members 
Mstep: Class 13 contains 3941 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42203 members 
Mstep: Class 17 contains 31802 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 200196 members 
Mstep: Class 21 contains 86520 members 
Mstep: Class 22 contains 12277 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114550 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944016.000000 Penalty: 91843.437500
Iteration 172Q: 28 clusters Score -1.28944e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 33768 members 
Mstep: Class 3 contains 139630 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 10174 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 37540 members 
Mstep: Class 8 contains 46369 members 
Mstep: Class 9 contains 40056 members 
Mstep: Class 10 contains 6861 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 39528 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4173 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42211 members 
Mstep: Class 17 contains 31810 members 
Mstep: Class 18 contains 14089 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 200159 members 
Mstep: Class 21 contains 86485 members 
Mstep: Class 22 contains 12356 members 
Mstep: Class 23 contains 295 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114537 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944360.000000 Penalty: 91843.437500
Iteration 173Q: 28 clusters Score -1.289444e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 33815 members 
Mstep: Class 3 contains 139598 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 10203 members 
Mstep: Class 6 contains 12894 members 
Mstep: Class 7 contains 37495 members 
Mstep: Class 8 contains 46227 members 
Mstep: Class 9 contains 40058 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 39724 members 
Mstep: Class 13 contains 3737 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42215 members 
Mstep: Class 17 contains 31816 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200139 members 
Mstep: Class 21 contains 86445 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114524 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944536.000000 Penalty: 91843.437500
Iteration 174Q: 28 clusters Score -1.289445e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 33873 members 
Mstep: Class 3 contains 139567 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 10217 members 
Mstep: Class 6 contains 12917 members 
Mstep: Class 7 contains 37436 members 
Mstep: Class 8 contains 46099 members 
Mstep: Class 9 contains 40059 members 
Mstep: Class 10 contains 6865 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 39903 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42217 members 
Mstep: Class 17 contains 31825 members 
Mstep: Class 18 contains 14181 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200135 members 
Mstep: Class 21 contains 86408 members 
Mstep: Class 22 contains 12509 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114510 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944504.000000 Penalty: 91843.437500
Iteration 175Q: 28 clusters Score -1.289445e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 33919 members 
Mstep: Class 3 contains 139524 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 37372 members 
Mstep: Class 8 contains 45975 members 
Mstep: Class 9 contains 40061 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 40058 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42219 members 
Mstep: Class 17 contains 31831 members 
Mstep: Class 18 contains 14237 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200135 members 
Mstep: Class 21 contains 86379 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114502 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944736.000000 Penalty: 91843.437500
Iteration 176Q: 28 clusters Score -1.289447e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 33962 members 
Mstep: Class 3 contains 139480 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 37305 members 
Mstep: Class 8 contains 45863 members 
Mstep: Class 9 contains 40059 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 40216 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42223 members 
Mstep: Class 17 contains 31837 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200121 members 
Mstep: Class 21 contains 86340 members 
Mstep: Class 22 contains 12678 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114499 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944872.000000 Penalty: 91843.437500
Iteration 177Q: 28 clusters Score -1.289449e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 34014 members 
Mstep: Class 3 contains 139432 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 37245 members 
Mstep: Class 8 contains 45753 members 
Mstep: Class 9 contains 40066 members 
Mstep: Class 10 contains 6872 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 40386 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42226 members 
Mstep: Class 17 contains 31844 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200108 members 
Mstep: Class 21 contains 86323 members 
Mstep: Class 22 contains 12747 members 
Mstep: Class 23 contains 293 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114485 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945136.000000 Penalty: 91843.437500
Iteration 178Q: 28 clusters Score -1.289451e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 34060 members 
Mstep: Class 3 contains 139386 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 37175 members 
Mstep: Class 8 contains 45674 members 
Mstep: Class 9 contains 40073 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 40507 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42225 members 
Mstep: Class 17 contains 31850 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 200110 members 
Mstep: Class 21 contains 86295 members 
Mstep: Class 22 contains 12824 members 
Mstep: Class 23 contains 291 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114485 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944960.000000 Penalty: 91843.437500
Iteration 179Q: 28 clusters Score -1.28945e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 34105 members 
Mstep: Class 3 contains 139355 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 13021 members 
Mstep: Class 7 contains 37098 members 
Mstep: Class 8 contains 45572 members 
Mstep: Class 9 contains 40085 members 
Mstep: Class 10 contains 6877 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 40645 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42226 members 
Mstep: Class 17 contains 31849 members 
Mstep: Class 18 contains 14423 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200096 members 
Mstep: Class 21 contains 86273 members 
Mstep: Class 22 contains 12901 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114491 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945232.000000 Penalty: 91843.437500
Iteration 180F: 28 clusters Score -1.289452e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 34144 members 
Mstep: Class 3 contains 139315 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 13040 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 45489 members 
Mstep: Class 9 contains 40097 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 40786 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42223 members 
Mstep: Class 17 contains 31850 members 
Mstep: Class 18 contains 14460 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 200073 members 
Mstep: Class 21 contains 86242 members 
Mstep: Class 22 contains 12979 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114485 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945496.000000 Penalty: 91843.437500
Iteration 181Q: 28 clusters Score -1.289455e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 34181 members 
Mstep: Class 3 contains 139289 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 10271 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 36969 members 
Mstep: Class 8 contains 45439 members 
Mstep: Class 9 contains 40108 members 
Mstep: Class 10 contains 6883 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 40897 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42223 members 
Mstep: Class 17 contains 31842 members 
Mstep: Class 18 contains 14502 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 200048 members 
Mstep: Class 21 contains 86201 members 
Mstep: Class 22 contains 13060 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114469 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945360.000000 Penalty: 91843.437500
Iteration 182Q: 28 clusters Score -1.289454e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 34210 members 
Mstep: Class 3 contains 139264 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 10277 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 36904 members 
Mstep: Class 8 contains 45369 members 
Mstep: Class 9 contains 40119 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 41013 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42224 members 
Mstep: Class 17 contains 31842 members 
Mstep: Class 18 contains 14553 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200015 members 
Mstep: Class 21 contains 86162 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114458 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945400.000000 Penalty: 91843.437500
Iteration 183Q: 28 clusters Score -1.289454e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 34228 members 
Mstep: Class 3 contains 139224 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 36828 members 
Mstep: Class 8 contains 45298 members 
Mstep: Class 9 contains 40128 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 41113 members 
Mstep: Class 13 contains 3028 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42224 members 
Mstep: Class 17 contains 31848 members 
Mstep: Class 18 contains 14601 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 200019 members 
Mstep: Class 21 contains 86116 members 
Mstep: Class 22 contains 13258 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114448 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945352.000000 Penalty: 91843.437500
Iteration 184Q: 28 clusters Score -1.289454e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 34254 members 
Mstep: Class 3 contains 139187 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 13121 members 
Mstep: Class 7 contains 36740 members 
Mstep: Class 8 contains 45237 members 
Mstep: Class 9 contains 40133 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 41211 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42227 members 
Mstep: Class 17 contains 31856 members 
Mstep: Class 18 contains 14643 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 200005 members 
Mstep: Class 21 contains 86082 members 
Mstep: Class 22 contains 13363 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114443 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945568.000000 Penalty: 91843.437500
Iteration 185Q: 28 clusters Score -1.289456e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 34281 members 
Mstep: Class 3 contains 139142 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 10296 members 
Mstep: Class 6 contains 13145 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 45199 members 
Mstep: Class 9 contains 40134 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 41287 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 4103 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42232 members 
Mstep: Class 17 contains 31861 members 
Mstep: Class 18 contains 14683 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200001 members 
Mstep: Class 21 contains 86045 members 
Mstep: Class 22 contains 13495 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114421 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945640.000000 Penalty: 91843.437500
Iteration 186Q: 28 clusters Score -1.289456e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 34307 members 
Mstep: Class 3 contains 139106 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 10294 members 
Mstep: Class 6 contains 13163 members 
Mstep: Class 7 contains 36547 members 
Mstep: Class 8 contains 45131 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 41378 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42236 members 
Mstep: Class 17 contains 31867 members 
Mstep: Class 18 contains 14712 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199976 members 
Mstep: Class 21 contains 86004 members 
Mstep: Class 22 contains 13637 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114424 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945696.000000 Penalty: 91843.437500
Iteration 187Q: 28 clusters Score -1.289457e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 34329 members 
Mstep: Class 3 contains 139064 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 10291 members 
Mstep: Class 6 contains 13176 members 
Mstep: Class 7 contains 36444 members 
Mstep: Class 8 contains 45092 members 
Mstep: Class 9 contains 40144 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 41447 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42231 members 
Mstep: Class 17 contains 31873 members 
Mstep: Class 18 contains 14732 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 199956 members 
Mstep: Class 21 contains 85967 members 
Mstep: Class 22 contains 13772 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114431 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945680.000000 Penalty: 91843.437500
Iteration 188Q: 28 clusters Score -1.289457e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 34353 members 
Mstep: Class 3 contains 139007 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 10287 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 36359 members 
Mstep: Class 8 contains 45076 members 
Mstep: Class 9 contains 40146 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 41505 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42234 members 
Mstep: Class 17 contains 31879 members 
Mstep: Class 18 contains 14762 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 199942 members 
Mstep: Class 21 contains 85913 members 
Mstep: Class 22 contains 13887 members 
Mstep: Class 23 contains 284 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114429 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945648.000000 Penalty: 91843.437500
Iteration 189Q: 28 clusters Score -1.289456e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 34378 members 
Mstep: Class 3 contains 138955 members 
Mstep: Class 4 contains 2254 members 
Mstep: Class 5 contains 10279 members 
Mstep: Class 6 contains 13221 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 45036 members 
Mstep: Class 9 contains 40145 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 41570 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42233 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 14777 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199921 members 
Mstep: Class 21 contains 85875 members 
Mstep: Class 22 contains 14008 members 
Mstep: Class 23 contains 283 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114425 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945824.000000 Penalty: 91843.437500
Iteration 190Q: 28 clusters Score -1.289458e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 34406 members 
Mstep: Class 3 contains 138914 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 10268 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 36241 members 
Mstep: Class 8 contains 44973 members 
Mstep: Class 9 contains 40144 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 41608 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42223 members 
Mstep: Class 17 contains 31899 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 199911 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 14119 members 
Mstep: Class 23 contains 281 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114427 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945960.000000 Penalty: 91843.437500
Iteration 191Q: 28 clusters Score -1.28946e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 34435 members 
Mstep: Class 3 contains 138855 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 36158 members 
Mstep: Class 8 contains 44930 members 
Mstep: Class 9 contains 40149 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 41646 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42212 members 
Mstep: Class 17 contains 31904 members 
Mstep: Class 18 contains 14820 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 199917 members 
Mstep: Class 21 contains 85807 members 
Mstep: Class 22 contains 14230 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114445 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946088.000000 Penalty: 91843.437500
Iteration 192Q: 28 clusters Score -1.289461e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 34464 members 
Mstep: Class 3 contains 138829 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 13275 members 
Mstep: Class 7 contains 36113 members 
Mstep: Class 8 contains 44892 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 3260 members 
Mstep: Class 12 contains 41689 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42211 members 
Mstep: Class 17 contains 31905 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199896 members 
Mstep: Class 21 contains 85758 members 
Mstep: Class 22 contains 14323 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114444 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945960.000000 Penalty: 91843.437500
Iteration 193Q: 28 clusters Score -1.28946e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 34494 members 
Mstep: Class 3 contains 138800 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 44843 members 
Mstep: Class 9 contains 40157 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 41727 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31904 members 
Mstep: Class 18 contains 14882 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199894 members 
Mstep: Class 21 contains 85710 members 
Mstep: Class 22 contains 14408 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114443 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946056.000000 Penalty: 91843.437500
Iteration 194Q: 28 clusters Score -1.289461e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 34511 members 
Mstep: Class 3 contains 138773 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 36006 members 
Mstep: Class 8 contains 44802 members 
Mstep: Class 9 contains 40160 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 41770 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 4074 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31911 members 
Mstep: Class 18 contains 14911 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199880 members 
Mstep: Class 21 contains 85657 members 
Mstep: Class 22 contains 14501 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114455 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946144.000000 Penalty: 91843.437500
Iteration 195Q: 28 clusters Score -1.289461e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34533 members 
Mstep: Class 3 contains 138757 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 35926 members 
Mstep: Class 8 contains 44777 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 41796 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42209 members 
Mstep: Class 17 contains 31910 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 199848 members 
Mstep: Class 21 contains 85612 members 
Mstep: Class 22 contains 14616 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114467 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946216.000000 Penalty: 91843.437500
Iteration 196Q: 28 clusters Score -1.289462e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 34550 members 
Mstep: Class 3 contains 138723 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 35824 members 
Mstep: Class 8 contains 44753 members 
Mstep: Class 9 contains 40164 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 41825 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42207 members 
Mstep: Class 17 contains 31912 members 
Mstep: Class 18 contains 14949 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 199846 members 
Mstep: Class 21 contains 85567 members 
Mstep: Class 22 contains 14753 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114472 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946232.000000 Penalty: 91843.437500
Iteration 197Q: 28 clusters Score -1.289462e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 34564 members 
Mstep: Class 3 contains 138685 members 
Mstep: Class 4 contains 2269 members 
Mstep: Class 5 contains 10249 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 35742 members 
Mstep: Class 8 contains 44741 members 
Mstep: Class 9 contains 40169 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 41847 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42208 members 
Mstep: Class 17 contains 31908 members 
Mstep: Class 18 contains 14961 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 199832 members 
Mstep: Class 21 contains 85514 members 
Mstep: Class 22 contains 14894 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114488 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946216.000000 Penalty: 91843.437500
Iteration 198Q: 28 clusters Score -1.289462e+08 nChanged 590
Entering ConstructFrom: 
Score: -128946216.000000 Penalty: 91843.437500
Entering ConstructFrom: 
Trying to split cluster 1 (14190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Entering Unmasked Estep 
Score: -1888104.750000 Penalty: 2370.952637
	Iteration 0F: 2 clusters Score -1888105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1877774.875000 Penalty: 4741.905273
	Iteration 0F: 3 clusters Score -1877775 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1880934.375000 Penalty: 4741.905273
	Iteration 1F: 3 clusters Score -1880934 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1881286.000000 Penalty: 4741.905273
	Iteration 2F: 3 clusters Score -1881286 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1881592.375000 Penalty: 4741.905273
	Iteration 3F: 3 clusters Score -1881592 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1881925.500000 Penalty: 4741.905273
	Iteration 4Q: 3 clusters Score -1881926 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1882276.625000 Penalty: 4741.905273
	Iteration 5Q: 3 clusters Score -1882277 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1882706.000000 Penalty: 4741.905273
	Iteration 6Q: 3 clusters Score -1882706 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1883240.500000 Penalty: 4741.905273
	Iteration 7F: 3 clusters Score -1883240 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1883839.625000 Penalty: 4741.905273
	Iteration 8F: 3 clusters Score -1883840 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1884498.875000 Penalty: 4741.905273
	Iteration 9F: 3 clusters Score -1884499 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1885062.500000 Penalty: 4741.905273
	Iteration 10Q: 3 clusters Score -1885062 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1885469.500000 Penalty: 4741.905273
	Iteration 11Q: 3 clusters Score -1885470 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1885746.750000 Penalty: 4741.905273
	Iteration 12Q: 3 clusters Score -1885747 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1885930.875000 Penalty: 4741.905273
	Iteration 13Q: 3 clusters Score -1885931 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1886053.000000 Penalty: 4741.905273
	Iteration 14Q: 3 clusters Score -1886053 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1886130.750000 Penalty: 4741.905273
	Iteration 15Q: 3 clusters Score -1886131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1886189.000000 Penalty: 4741.905273
	Iteration 16Q: 3 clusters Score -1886189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1886230.125000 Penalty: 4741.905273
	Iteration 17Q: 3 clusters Score -1886230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1886249.875000 Penalty: 4741.905273
	Iteration 18Q: 3 clusters Score -1886250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1886265.125000 Penalty: 4741.905273
	Iteration 19Q: 3 clusters Score -1886265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1886277.375000 Penalty: 4741.905273
	Iteration 20F: 3 clusters Score -1886277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1886285.000000 Penalty: 4741.905273
	Iteration 21Q: 3 clusters Score -1886285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1886290.875000 Penalty: 4741.905273
	Iteration 22Q: 3 clusters Score -1886291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1886297.375000 Penalty: 4741.905273
	Iteration 23Q: 3 clusters Score -1886297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1886300.625000 Penalty: 4741.905273
	Iteration 24Q: 3 clusters Score -1886301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1886305.125000 Penalty: 4741.905273
	Iteration 25Q: 3 clusters Score -1886305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1886304.875000 Penalty: 4741.905273
	Iteration 26Q: 3 clusters Score -1886305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1886305.625000 Penalty: 4741.905273
	Iteration 27Q: 3 clusters Score -1886306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1886305.625000 Penalty: 4741.905273
	Iteration 28F: 3 clusters Score -1886306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Entering Unmasked Estep 
Score: -4913381.500000 Penalty: 2591.905762
	Iteration 0F: 2 clusters Score -4913382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4889880.500000 Penalty: 5183.811523
	Iteration 0F: 3 clusters Score -4889880 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4898546.000000 Penalty: 5183.811523
	Iteration 1F: 3 clusters Score -4898546 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4899081.500000 Penalty: 5183.811523
	Iteration 2Q: 3 clusters Score -4899082 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4899598.000000 Penalty: 5183.811523
	Iteration 3Q: 3 clusters Score -4899598 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4900185.500000 Penalty: 5183.811523
	Iteration 4Q: 3 clusters Score -4900186 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4900976.000000 Penalty: 5183.811523
	Iteration 5Q: 3 clusters Score -4900976 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4901949.500000 Penalty: 5183.811523
	Iteration 6F: 3 clusters Score -4901950 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4903221.500000 Penalty: 5183.811523
	Iteration 7F: 3 clusters Score -4903222 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4904832.000000 Penalty: 5183.811523
	Iteration 8F: 3 clusters Score -4904832 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4906813.000000 Penalty: 5183.811523
	Iteration 9F: 3 clusters Score -4906813 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4908584.500000 Penalty: 5183.811523
	Iteration 10F: 3 clusters Score -4908584 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4909950.000000 Penalty: 5183.811523
	Iteration 11Q: 3 clusters Score -4909950 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4910994.000000 Penalty: 5183.811523
	Iteration 12Q: 3 clusters Score -4910994 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4911718.500000 Penalty: 5183.811523
	Iteration 13Q: 3 clusters Score -4911718 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4912271.500000 Penalty: 5183.811523
	Iteration 14Q: 3 clusters Score -4912272 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4912605.500000 Penalty: 5183.811523
	Iteration 15Q: 3 clusters Score -4912606 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4912781.000000 Penalty: 5183.811523
	Iteration 16Q: 3 clusters Score -4912781 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4912876.500000 Penalty: 5183.811523
	Iteration 17Q: 3 clusters Score -4912876 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4912939.000000 Penalty: 5183.811523
	Iteration 18Q: 3 clusters Score -4912939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4912978.500000 Penalty: 5183.811523
	Iteration 19Q: 3 clusters Score -4912978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4912996.500000 Penalty: 5183.811523
	Iteration 20F: 3 clusters Score -4912996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4913011.000000 Penalty: 5183.811523
	Iteration 21Q: 3 clusters Score -4913011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4913015.500000 Penalty: 5183.811523
	Iteration 22Q: 3 clusters Score -4913016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4913018.500000 Penalty: 5183.811523
	Iteration 23Q: 3 clusters Score -4913018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4913018.000000 Penalty: 5183.811523
	Iteration 24Q: 3 clusters Score -4913018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4913017.000000 Penalty: 5183.811523
	Iteration 25Q: 3 clusters Score -4913017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4913008.500000 Penalty: 5183.811523
	Iteration 26Q: 3 clusters Score -4913008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4913006.000000 Penalty: 5183.811523
	Iteration 27Q: 3 clusters Score -4913006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4913017.500000 Penalty: 5183.811523
	Iteration 28Q: 3 clusters Score -4913018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4913019.000000 Penalty: 5183.811523
	Iteration 29Q: 3 clusters Score -4913019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4913021.000000 Penalty: 5183.811523
	Iteration 30Q: 3 clusters Score -4913021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4913024.000000 Penalty: 5183.811523
	Iteration 31Q: 3 clusters Score -4913024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4913020.500000 Penalty: 5183.811523
	Iteration 32Q: 3 clusters Score -4913020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4913022.000000 Penalty: 5183.811523
	Iteration 33Q: 3 clusters Score -4913022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4913023.000000 Penalty: 5183.811523
	Iteration 34Q: 3 clusters Score -4913023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4913023.000000 Penalty: 5183.811523
	Iteration 35Q: 3 clusters Score -4913023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4913019.500000 Penalty: 5183.811523
	Iteration 36Q: 3 clusters Score -4913020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4913023.500000 Penalty: 5183.811523
	Iteration 37Q: 3 clusters Score -4913024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4913024.000000 Penalty: 5183.811523
	Iteration 38Q: 3 clusters Score -4913024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4913021.500000 Penalty: 5183.811523
	Iteration 39Q: 3 clusters Score -4913022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4913031.500000 Penalty: 5183.811523
	Iteration 40F: 3 clusters Score -4913032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4913028.000000 Penalty: 5183.811523
	Iteration 41Q: 3 clusters Score -4913028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4913030.500000 Penalty: 5183.811523
	Iteration 42Q: 3 clusters Score -4913030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4913030.500000 Penalty: 5183.811523
	Iteration 43Q: 3 clusters Score -4913030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4913029.500000 Penalty: 5183.811523
	Iteration 44Q: 3 clusters Score -4913030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4913030.500000 Penalty: 5183.811523
	Iteration 45Q: 3 clusters Score -4913030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4913031.500000 Penalty: 5183.811523
	Iteration 46Q: 3 clusters Score -4913032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4913025.500000 Penalty: 5183.811523
	Iteration 47Q: 3 clusters Score -4913026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4913023.000000 Penalty: 5183.811523
	Iteration 48Q: 3 clusters Score -4913023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4913022.000000 Penalty: 5183.811523
	Iteration 49Q: 3 clusters Score -4913022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4913021.000000 Penalty: 5183.811523
	Iteration 50Q: 3 clusters Score -4913021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4913022.500000 Penalty: 5183.811523
	Iteration 51Q: 3 clusters Score -4913022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4913023.500000 Penalty: 5183.811523
	Iteration 52Q: 3 clusters Score -4913024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4913023.500000 Penalty: 5183.811523
	Iteration 53F: 3 clusters Score -4913024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138643 members 
Entering Unmasked Estep 
Score: -20333462.000000 Penalty: 2936.235107
	Iteration 0F: 2 clusters Score -2.033346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -20243036.000000 Penalty: 5872.470215
	Iteration 0F: 3 clusters Score -2.024304e+07 nChanged 66272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -20281278.000000 Penalty: 5872.470215
	Iteration 1F: 3 clusters Score -2.028128e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -20282222.000000 Penalty: 5872.470215
	Iteration 2Q: 3 clusters Score -2.028222e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -20283810.000000 Penalty: 5872.470215
	Iteration 3Q: 3 clusters Score -2.028381e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -20286092.000000 Penalty: 5872.470215
	Iteration 4Q: 3 clusters Score -2.028609e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -20289050.000000 Penalty: 5872.470215
	Iteration 5Q: 3 clusters Score -2.028905e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -20293390.000000 Penalty: 5872.470215
	Iteration 6Q: 3 clusters Score -2.029339e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -20298590.000000 Penalty: 5872.470215
	Iteration 7F: 3 clusters Score -2.029859e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -20304262.000000 Penalty: 5872.470215
	Iteration 8F: 3 clusters Score -2.030426e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -20309418.000000 Penalty: 5872.470215
	Iteration 9F: 3 clusters Score -2.030942e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -20313498.000000 Penalty: 5872.470215
	Iteration 10Q: 3 clusters Score -2.03135e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -20316670.000000 Penalty: 5872.470215
	Iteration 11Q: 3 clusters Score -2.031667e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -20318850.000000 Penalty: 5872.470215
	Iteration 12Q: 3 clusters Score -2.031885e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -20320278.000000 Penalty: 5872.470215
	Iteration 13Q: 3 clusters Score -2.032028e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -20321160.000000 Penalty: 5872.470215
	Iteration 14Q: 3 clusters Score -2.032116e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -20321822.000000 Penalty: 5872.470215
	Iteration 15Q: 3 clusters Score -2.032182e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -20322240.000000 Penalty: 5872.470215
	Iteration 16Q: 3 clusters Score -2.032224e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -20322534.000000 Penalty: 5872.470215
	Iteration 17Q: 3 clusters Score -2.032253e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -20322768.000000 Penalty: 5872.470215
	Iteration 18Q: 3 clusters Score -2.032277e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -20323132.000000 Penalty: 5872.470215
	Iteration 19Q: 3 clusters Score -2.032313e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -20323514.000000 Penalty: 5872.470215
	Iteration 20F: 3 clusters Score -2.032351e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -20323874.000000 Penalty: 5872.470215
	Iteration 21Q: 3 clusters Score -2.032387e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -20324236.000000 Penalty: 5872.470215
	Iteration 22Q: 3 clusters Score -2.032424e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -20324616.000000 Penalty: 5872.470215
	Iteration 23Q: 3 clusters Score -2.032462e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -20325006.000000 Penalty: 5872.470215
	Iteration 24Q: 3 clusters Score -2.032501e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -20325356.000000 Penalty: 5872.470215
	Iteration 25Q: 3 clusters Score -2.032536e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -20325818.000000 Penalty: 5872.470215
	Iteration 26Q: 3 clusters Score -2.032582e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -20326220.000000 Penalty: 5872.470215
	Iteration 27Q: 3 clusters Score -2.032622e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -20326670.000000 Penalty: 5872.470215
	Iteration 28Q: 3 clusters Score -2.032667e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 126469 members 
Entering Unmasked Estep 
Score: -20327044.000000 Penalty: 5872.470215
	Iteration 29Q: 3 clusters Score -2.032704e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 127467 members 
Entering Unmasked Estep 
Score: -20327372.000000 Penalty: 5872.470215
	Iteration 30Q: 3 clusters Score -2.032737e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -20327668.000000 Penalty: 5872.470215
	Iteration 31Q: 3 clusters Score -2.032767e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -20327980.000000 Penalty: 5872.470215
	Iteration 32Q: 3 clusters Score -2.032798e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -20328220.000000 Penalty: 5872.470215
	Iteration 33Q: 3 clusters Score -2.032822e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -20328454.000000 Penalty: 5872.470215
	Iteration 34Q: 3 clusters Score -2.032845e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 131533 members 
Entering Unmasked Estep 
Score: -20328750.000000 Penalty: 5872.470215
	Iteration 35Q: 3 clusters Score -2.032875e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -20328986.000000 Penalty: 5872.470215
	Iteration 36Q: 3 clusters Score -2.032899e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 132694 members 
Entering Unmasked Estep 
Score: -20329218.000000 Penalty: 5872.470215
	Iteration 37Q: 3 clusters Score -2.032922e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -20329384.000000 Penalty: 5872.470215
	Iteration 38Q: 3 clusters Score -2.032938e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -20329532.000000 Penalty: 5872.470215
	Iteration 39Q: 3 clusters Score -2.032953e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -20329598.000000 Penalty: 5872.470215
	Iteration 40F: 3 clusters Score -2.03296e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -20329756.000000 Penalty: 5872.470215
	Iteration 41Q: 3 clusters Score -2.032976e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 134588 members 
Entering Unmasked Estep 
Score: -20329822.000000 Penalty: 5872.470215
	Iteration 42Q: 3 clusters Score -2.032982e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -20329936.000000 Penalty: 5872.470215
	Iteration 43Q: 3 clusters Score -2.032994e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -20330076.000000 Penalty: 5872.470215
	Iteration 44Q: 3 clusters Score -2.033008e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -20330150.000000 Penalty: 5872.470215
	Iteration 45Q: 3 clusters Score -2.033015e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -20330208.000000 Penalty: 5872.470215
	Iteration 46Q: 3 clusters Score -2.033021e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -20330286.000000 Penalty: 5872.470215
	Iteration 47Q: 3 clusters Score -2.033029e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -20330364.000000 Penalty: 5872.470215
	Iteration 48Q: 3 clusters Score -2.033036e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -20330398.000000 Penalty: 5872.470215
	Iteration 49Q: 3 clusters Score -2.03304e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -20330438.000000 Penalty: 5872.470215
	Iteration 50Q: 3 clusters Score -2.033044e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -20330476.000000 Penalty: 5872.470215
	Iteration 51Q: 3 clusters Score -2.033048e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -20330498.000000 Penalty: 5872.470215
	Iteration 52Q: 3 clusters Score -2.03305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 136235 members 
Entering Unmasked Estep 
Score: -20330538.000000 Penalty: 5872.470215
	Iteration 53Q: 3 clusters Score -2.033054e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -20330574.000000 Penalty: 5872.470215
	Iteration 54Q: 3 clusters Score -2.033057e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -20330590.000000 Penalty: 5872.470215
	Iteration 55Q: 3 clusters Score -2.033059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -20330572.000000 Penalty: 5872.470215
	Iteration 56Q: 3 clusters Score -2.033057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -20330574.000000 Penalty: 5872.470215
	Iteration 57Q: 3 clusters Score -2.033057e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -20330622.000000 Penalty: 5872.470215
	Iteration 58Q: 3 clusters Score -2.033062e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -20330654.000000 Penalty: 5872.470215
	Iteration 59Q: 3 clusters Score -2.033065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 136642 members 
Entering Unmasked Estep 
Score: -20330658.000000 Penalty: 5872.470215
	Iteration 60F: 3 clusters Score -2.033066e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 136681 members 
Entering Unmasked Estep 
Score: -20330662.000000 Penalty: 5872.470215
	Iteration 61Q: 3 clusters Score -2.033066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 136714 members 
Entering Unmasked Estep 
Score: -20330690.000000 Penalty: 5872.470215
	Iteration 62Q: 3 clusters Score -2.033069e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -20330710.000000 Penalty: 5872.470215
	Iteration 63Q: 3 clusters Score -2.033071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -20330718.000000 Penalty: 5872.470215
	Iteration 64Q: 3 clusters Score -2.033072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -20330740.000000 Penalty: 5872.470215
	Iteration 65Q: 3 clusters Score -2.033074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -20330766.000000 Penalty: 5872.470215
	Iteration 66Q: 3 clusters Score -2.033077e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 136862 members 
Entering Unmasked Estep 
Score: -20330770.000000 Penalty: 5872.470215
	Iteration 67Q: 3 clusters Score -2.033077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 136884 members 
Entering Unmasked Estep 
Score: -20330782.000000 Penalty: 5872.470215
	Iteration 68Q: 3 clusters Score -2.033078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -20330780.000000 Penalty: 5872.470215
	Iteration 69Q: 3 clusters Score -2.033078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 136926 members 
Entering Unmasked Estep 
Score: -20330794.000000 Penalty: 5872.470215
	Iteration 70Q: 3 clusters Score -2.033079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -20330794.000000 Penalty: 5872.470215
	Iteration 71Q: 3 clusters Score -2.033079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -20330794.000000 Penalty: 5872.470215
	Iteration 72Q: 3 clusters Score -2.033079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -20330814.000000 Penalty: 5872.470215
	Iteration 73Q: 3 clusters Score -2.033081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -20330810.000000 Penalty: 5872.470215
	Iteration 74Q: 3 clusters Score -2.033081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -20330810.000000 Penalty: 5872.470215
	Iteration 75Q: 3 clusters Score -2.033081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -20330814.000000 Penalty: 5872.470215
	Iteration 76Q: 3 clusters Score -2.033081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 136993 members 
Entering Unmasked Estep 
Score: -20330808.000000 Penalty: 5872.470215
	Iteration 77Q: 3 clusters Score -2.033081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -20330818.000000 Penalty: 5872.470215
	Iteration 78Q: 3 clusters Score -2.033082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 137005 members 
Entering Unmasked Estep 
Score: -20330822.000000 Penalty: 5872.470215
	Iteration 79Q: 3 clusters Score -2.033082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 137008 members 
Entering Unmasked Estep 
Score: -20330818.000000 Penalty: 5872.470215
	Iteration 80F: 3 clusters Score -2.033082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 137011 members 
Entering Unmasked Estep 
Score: -20330836.000000 Penalty: 5872.470215
	Iteration 81Q: 3 clusters Score -2.033084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -20330830.000000 Penalty: 5872.470215
	Iteration 82Q: 3 clusters Score -2.033083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -20330826.000000 Penalty: 5872.470215
	Iteration 83Q: 3 clusters Score -2.033083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 137025 members 
Entering Unmasked Estep 
Score: -20330834.000000 Penalty: 5872.470215
	Iteration 84Q: 3 clusters Score -2.033083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 137028 members 
Entering Unmasked Estep 
Score: -20330846.000000 Penalty: 5872.470215
	Iteration 85Q: 3 clusters Score -2.033085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -20330844.000000 Penalty: 5872.470215
	Iteration 86Q: 3 clusters Score -2.033084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -20330864.000000 Penalty: 5872.470215
	Iteration 87Q: 3 clusters Score -2.033086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -20330858.000000 Penalty: 5872.470215
	Iteration 88Q: 3 clusters Score -2.033086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -20330854.000000 Penalty: 5872.470215
	Iteration 89Q: 3 clusters Score -2.033085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -20330856.000000 Penalty: 5872.470215
	Iteration 90Q: 3 clusters Score -2.033086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -20330868.000000 Penalty: 5872.470215
	Iteration 91Q: 3 clusters Score -2.033087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -20330850.000000 Penalty: 5872.470215
	Iteration 92Q: 3 clusters Score -2.033085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 137088 members 
Entering Unmasked Estep 
Score: -20330858.000000 Penalty: 5872.470215
	Iteration 93Q: 3 clusters Score -2.033086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -20330872.000000 Penalty: 5872.470215
	Iteration 94Q: 3 clusters Score -2.033087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -20330874.000000 Penalty: 5872.470215
	Iteration 95Q: 3 clusters Score -2.033087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -20330902.000000 Penalty: 5872.470215
	Iteration 96Q: 3 clusters Score -2.03309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -20330884.000000 Penalty: 5872.470215
	Iteration 97Q: 3 clusters Score -2.033088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -20330894.000000 Penalty: 5872.470215
	Iteration 98Q: 3 clusters Score -2.033089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -20330880.000000 Penalty: 5872.470215
	Iteration 99Q: 3 clusters Score -2.033088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 137148 members 
Entering Unmasked Estep 
Score: -20330888.000000 Penalty: 5872.470215
	Iteration 100F: 3 clusters Score -2.033089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -20330892.000000 Penalty: 5872.470215
	Iteration 101Q: 3 clusters Score -2.033089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -20330894.000000 Penalty: 5872.470215
	Iteration 102Q: 3 clusters Score -2.033089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -20330904.000000 Penalty: 5872.470215
	Iteration 103Q: 3 clusters Score -2.03309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -20330914.000000 Penalty: 5872.470215
	Iteration 104Q: 3 clusters Score -2.033091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -20330902.000000 Penalty: 5872.470215
	Iteration 105Q: 3 clusters Score -2.03309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 137167 members 
Entering Unmasked Estep 
Score: -20330908.000000 Penalty: 5872.470215
	Iteration 106Q: 3 clusters Score -2.033091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -20330910.000000 Penalty: 5872.470215
	Iteration 107Q: 3 clusters Score -2.033091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -20330916.000000 Penalty: 5872.470215
	Iteration 108Q: 3 clusters Score -2.033092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -20330924.000000 Penalty: 5872.470215
	Iteration 109Q: 3 clusters Score -2.033092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 137172 members 
Entering Unmasked Estep 
Score: -20330932.000000 Penalty: 5872.470215
	Iteration 110Q: 3 clusters Score -2.033093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -20330926.000000 Penalty: 5872.470215
	Iteration 111Q: 3 clusters Score -2.033093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 137174 members 
Entering Unmasked Estep 
Score: -20330924.000000 Penalty: 5872.470215
	Iteration 112Q: 3 clusters Score -2.033092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 137175 members 
Entering Unmasked Estep 
Score: -20330910.000000 Penalty: 5872.470215
	Iteration 113Q: 3 clusters Score -2.033091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -20330916.000000 Penalty: 5872.470215
	Iteration 114Q: 3 clusters Score -2.033092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -20330916.000000 Penalty: 5872.470215
	Iteration 115F: 3 clusters Score -2.033092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -309153.843750 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -309153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306332.281250 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -306332.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -306881.500000 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -306881.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -307065.750000 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -307065.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -307188.593750 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -307188.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -307290.531250 Penalty: 3832.857422
	Iteration 4Q: 3 clusters Score -307290.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -307403.500000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -307403.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -307530.000000 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -307530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307645.437500 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -307645.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -307847.437500 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -307847.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -308211.937500 Penalty: 3832.857422
	Iteration 9F: 3 clusters Score -308211.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -308808.875000 Penalty: 3832.857422
	Iteration 10F: 3 clusters Score -308808.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -309314.625000 Penalty: 3832.857422
	Iteration 11F: 3 clusters Score -309314.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -309562.343750 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -309562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -309588.187500 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -309588.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -309599.750000 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -309599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -309603.312500 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -309603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -309603.312500 Penalty: 3832.857422
	Iteration 16F: 3 clusters Score -309603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34587 members 
Mstep: Class 3 contains 138643 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 35656 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14979 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 199820 members 
Mstep: Class 21 contains 85466 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 1249 members 
Entering Unmasked Estep 
Score: -128945368.000000 Penalty: 95245.046875
Splitting cluster 4 changes total score from -128946216.000000 to -128945368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Entering Unmasked Estep 
Score: -1460541.125000 Penalty: 2290.312256
	Iteration 0F: 2 clusters Score -1460541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1452804.625000 Penalty: 4580.624512
	Iteration 0F: 3 clusters Score -1452805 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1455100.250000 Penalty: 4580.624512
	Iteration 1F: 3 clusters Score -1455100 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1455409.625000 Penalty: 4580.624512
	Iteration 2F: 3 clusters Score -1455410 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1455666.000000 Penalty: 4580.624512
	Iteration 3Q: 3 clusters Score -1455666 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1455857.125000 Penalty: 4580.624512
	Iteration 4Q: 3 clusters Score -1455857 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1455999.375000 Penalty: 4580.624512
	Iteration 5Q: 3 clusters Score -1455999 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1456138.750000 Penalty: 4580.624512
	Iteration 6Q: 3 clusters Score -1456139 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1456266.750000 Penalty: 4580.624512
	Iteration 7Q: 3 clusters Score -1456267 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1456377.250000 Penalty: 4580.624512
	Iteration 8Q: 3 clusters Score -1456377 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1456466.125000 Penalty: 4580.624512
	Iteration 9Q: 3 clusters Score -1456466 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1456559.375000 Penalty: 4580.624512
	Iteration 10Q: 3 clusters Score -1456559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1456653.250000 Penalty: 4580.624512
	Iteration 11Q: 3 clusters Score -1456653 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1456742.875000 Penalty: 4580.624512
	Iteration 12Q: 3 clusters Score -1456743 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1456831.875000 Penalty: 4580.624512
	Iteration 13Q: 3 clusters Score -1456832 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1456914.000000 Penalty: 4580.624512
	Iteration 14Q: 3 clusters Score -1456914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1457015.500000 Penalty: 4580.624512
	Iteration 15Q: 3 clusters Score -1457016 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1457107.250000 Penalty: 4580.624512
	Iteration 16Q: 3 clusters Score -1457107 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1457205.000000 Penalty: 4580.624512
	Iteration 17Q: 3 clusters Score -1457205 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1457315.875000 Penalty: 4580.624512
	Iteration 18Q: 3 clusters Score -1457316 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1457434.625000 Penalty: 4580.624512
	Iteration 19Q: 3 clusters Score -1457435 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1457556.125000 Penalty: 4580.624512
	Iteration 20F: 3 clusters Score -1457556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1457682.875000 Penalty: 4580.624512
	Iteration 21Q: 3 clusters Score -1457683 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1457786.750000 Penalty: 4580.624512
	Iteration 22Q: 3 clusters Score -1457787 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1457880.375000 Penalty: 4580.624512
	Iteration 23Q: 3 clusters Score -1457880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1457960.250000 Penalty: 4580.624512
	Iteration 24Q: 3 clusters Score -1457960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1458043.125000 Penalty: 4580.624512
	Iteration 25Q: 3 clusters Score -1458043 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1458120.625000 Penalty: 4580.624512
	Iteration 26Q: 3 clusters Score -1458121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1458179.000000 Penalty: 4580.624512
	Iteration 27Q: 3 clusters Score -1458179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1458249.875000 Penalty: 4580.624512
	Iteration 28Q: 3 clusters Score -1458250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1458289.125000 Penalty: 4580.624512
	Iteration 29Q: 3 clusters Score -1458289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1458330.500000 Penalty: 4580.624512
	Iteration 30Q: 3 clusters Score -1458330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1458371.625000 Penalty: 4580.624512
	Iteration 31Q: 3 clusters Score -1458372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1458401.500000 Penalty: 4580.624512
	Iteration 32Q: 3 clusters Score -1458402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1458423.125000 Penalty: 4580.624512
	Iteration 33Q: 3 clusters Score -1458423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1458442.000000 Penalty: 4580.624512
	Iteration 34Q: 3 clusters Score -1458442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1458453.375000 Penalty: 4580.624512
	Iteration 35Q: 3 clusters Score -1458453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1458464.750000 Penalty: 4580.624512
	Iteration 36Q: 3 clusters Score -1458465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1458474.250000 Penalty: 4580.624512
	Iteration 37Q: 3 clusters Score -1458474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1458479.625000 Penalty: 4580.624512
	Iteration 38Q: 3 clusters Score -1458480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1458482.000000 Penalty: 4580.624512
	Iteration 39Q: 3 clusters Score -1458482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1458485.375000 Penalty: 4580.624512
	Iteration 40F: 3 clusters Score -1458485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1458493.750000 Penalty: 4580.624512
	Iteration 41Q: 3 clusters Score -1458494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1458505.000000 Penalty: 4580.624512
	Iteration 42Q: 3 clusters Score -1458505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1458514.375000 Penalty: 4580.624512
	Iteration 43Q: 3 clusters Score -1458514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1458522.125000 Penalty: 4580.624512
	Iteration 44Q: 3 clusters Score -1458522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1458522.375000 Penalty: 4580.624512
	Iteration 45Q: 3 clusters Score -1458522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1458528.875000 Penalty: 4580.624512
	Iteration 46Q: 3 clusters Score -1458529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1458536.250000 Penalty: 4580.624512
	Iteration 47Q: 3 clusters Score -1458536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1458539.500000 Penalty: 4580.624512
	Iteration 48Q: 3 clusters Score -1458540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1458547.875000 Penalty: 4580.624512
	Iteration 49Q: 3 clusters Score -1458548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1458556.125000 Penalty: 4580.624512
	Iteration 50Q: 3 clusters Score -1458556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1458561.375000 Penalty: 4580.624512
	Iteration 51Q: 3 clusters Score -1458561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1458568.875000 Penalty: 4580.624512
	Iteration 52Q: 3 clusters Score -1458569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1458571.625000 Penalty: 4580.624512
	Iteration 53Q: 3 clusters Score -1458572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1458573.500000 Penalty: 4580.624512
	Iteration 54Q: 3 clusters Score -1458574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1458575.750000 Penalty: 4580.624512
	Iteration 55Q: 3 clusters Score -1458576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1458579.625000 Penalty: 4580.624512
	Iteration 56Q: 3 clusters Score -1458580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1458579.625000 Penalty: 4580.624512
	Iteration 57Q: 3 clusters Score -1458580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1458584.000000 Penalty: 4580.624512
	Iteration 58Q: 3 clusters Score -1458584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1458586.250000 Penalty: 4580.624512
	Iteration 59Q: 3 clusters Score -1458586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1458587.875000 Penalty: 4580.624512
	Iteration 60F: 3 clusters Score -1458588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1458588.000000 Penalty: 4580.624512
	Iteration 61Q: 3 clusters Score -1458588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1458591.375000 Penalty: 4580.624512
	Iteration 62Q: 3 clusters Score -1458591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1458594.000000 Penalty: 4580.624512
	Iteration 63Q: 3 clusters Score -1458594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1458595.000000 Penalty: 4580.624512
	Iteration 64Q: 3 clusters Score -1458595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1458596.750000 Penalty: 4580.624512
	Iteration 65Q: 3 clusters Score -1458597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1458596.750000 Penalty: 4580.624512
	Iteration 66F: 3 clusters Score -1458597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Entering Unmasked Estep 
Score: -1757885.625000 Penalty: 2355.484863
	Iteration 0F: 2 clusters Score -1757886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1748051.750000 Penalty: 4710.969727
	Iteration 0F: 3 clusters Score -1748052 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1751108.375000 Penalty: 4710.969727
	Iteration 1F: 3 clusters Score -1751108 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1751507.625000 Penalty: 4710.969727
	Iteration 2F: 3 clusters Score -1751508 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1751838.250000 Penalty: 4710.969727
	Iteration 3F: 3 clusters Score -1751838 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1752158.875000 Penalty: 4710.969727
	Iteration 4Q: 3 clusters Score -1752159 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1752494.875000 Penalty: 4710.969727
	Iteration 5Q: 3 clusters Score -1752495 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1752819.625000 Penalty: 4710.969727
	Iteration 6Q: 3 clusters Score -1752820 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1753127.875000 Penalty: 4710.969727
	Iteration 7Q: 3 clusters Score -1753128 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1753426.500000 Penalty: 4710.969727
	Iteration 8Q: 3 clusters Score -1753426 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1753729.875000 Penalty: 4710.969727
	Iteration 9Q: 3 clusters Score -1753730 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1754015.750000 Penalty: 4710.969727
	Iteration 10Q: 3 clusters Score -1754016 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1754270.250000 Penalty: 4710.969727
	Iteration 11Q: 3 clusters Score -1754270 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1754589.625000 Penalty: 4710.969727
	Iteration 12Q: 3 clusters Score -1754590 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1754934.375000 Penalty: 4710.969727
	Iteration 13Q: 3 clusters Score -1754934 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1755214.500000 Penalty: 4710.969727
	Iteration 14Q: 3 clusters Score -1755214 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1755465.125000 Penalty: 4710.969727
	Iteration 15Q: 3 clusters Score -1755465 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1755688.125000 Penalty: 4710.969727
	Iteration 16Q: 3 clusters Score -1755688 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1755807.875000 Penalty: 4710.969727
	Iteration 17Q: 3 clusters Score -1755808 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1755902.750000 Penalty: 4710.969727
	Iteration 18Q: 3 clusters Score -1755903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1755979.000000 Penalty: 4710.969727
	Iteration 19Q: 3 clusters Score -1755979 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1756037.500000 Penalty: 4710.969727
	Iteration 20F: 3 clusters Score -1756038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1756076.875000 Penalty: 4710.969727
	Iteration 21Q: 3 clusters Score -1756077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1756104.000000 Penalty: 4710.969727
	Iteration 22Q: 3 clusters Score -1756104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1756126.500000 Penalty: 4710.969727
	Iteration 23Q: 3 clusters Score -1756126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1756142.250000 Penalty: 4710.969727
	Iteration 24Q: 3 clusters Score -1756142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1756155.750000 Penalty: 4710.969727
	Iteration 25Q: 3 clusters Score -1756156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1756180.375000 Penalty: 4710.969727
	Iteration 26Q: 3 clusters Score -1756180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1756196.875000 Penalty: 4710.969727
	Iteration 27Q: 3 clusters Score -1756197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1756215.125000 Penalty: 4710.969727
	Iteration 28Q: 3 clusters Score -1756215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1756227.750000 Penalty: 4710.969727
	Iteration 29Q: 3 clusters Score -1756228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1756233.250000 Penalty: 4710.969727
	Iteration 30Q: 3 clusters Score -1756233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1756245.875000 Penalty: 4710.969727
	Iteration 31Q: 3 clusters Score -1756246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1756266.000000 Penalty: 4710.969727
	Iteration 32Q: 3 clusters Score -1756266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1756282.750000 Penalty: 4710.969727
	Iteration 33Q: 3 clusters Score -1756283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1756293.250000 Penalty: 4710.969727
	Iteration 34Q: 3 clusters Score -1756293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1756296.625000 Penalty: 4710.969727
	Iteration 35Q: 3 clusters Score -1756297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1756303.125000 Penalty: 4710.969727
	Iteration 36Q: 3 clusters Score -1756303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1756309.250000 Penalty: 4710.969727
	Iteration 37Q: 3 clusters Score -1756309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1756315.375000 Penalty: 4710.969727
	Iteration 38Q: 3 clusters Score -1756315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1756320.125000 Penalty: 4710.969727
	Iteration 39Q: 3 clusters Score -1756320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1756326.000000 Penalty: 4710.969727
	Iteration 40F: 3 clusters Score -1756326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1756330.375000 Penalty: 4710.969727
	Iteration 41Q: 3 clusters Score -1756330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1756339.500000 Penalty: 4710.969727
	Iteration 42Q: 3 clusters Score -1756340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1756336.375000 Penalty: 4710.969727
	Iteration 43Q: 3 clusters Score -1756336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1756338.125000 Penalty: 4710.969727
	Iteration 44Q: 3 clusters Score -1756338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1756341.625000 Penalty: 4710.969727
	Iteration 45Q: 3 clusters Score -1756342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1756341.750000 Penalty: 4710.969727
	Iteration 46Q: 3 clusters Score -1756342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1756340.250000 Penalty: 4710.969727
	Iteration 47Q: 3 clusters Score -1756340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1756347.125000 Penalty: 4710.969727
	Iteration 48Q: 3 clusters Score -1756347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1756344.250000 Penalty: 4710.969727
	Iteration 49Q: 3 clusters Score -1756344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1756345.625000 Penalty: 4710.969727
	Iteration 50Q: 3 clusters Score -1756346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1756348.625000 Penalty: 4710.969727
	Iteration 51Q: 3 clusters Score -1756349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1756348.000000 Penalty: 4710.969727
	Iteration 52Q: 3 clusters Score -1756348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1756350.250000 Penalty: 4710.969727
	Iteration 53Q: 3 clusters Score -1756350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1756350.250000 Penalty: 4710.969727
	Iteration 54Q: 3 clusters Score -1756350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1756351.750000 Penalty: 4710.969727
	Iteration 55Q: 3 clusters Score -1756352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1756356.000000 Penalty: 4710.969727
	Iteration 56Q: 3 clusters Score -1756356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1756360.000000 Penalty: 4710.969727
	Iteration 57Q: 3 clusters Score -1756360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1756360.125000 Penalty: 4710.969727
	Iteration 58Q: 3 clusters Score -1756360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1756362.125000 Penalty: 4710.969727
	Iteration 59Q: 3 clusters Score -1756362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1756364.125000 Penalty: 4710.969727
	Iteration 60F: 3 clusters Score -1756364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1756369.625000 Penalty: 4710.969727
	Iteration 61Q: 3 clusters Score -1756370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1756371.375000 Penalty: 4710.969727
	Iteration 62Q: 3 clusters Score -1756371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1756372.125000 Penalty: 4710.969727
	Iteration 63Q: 3 clusters Score -1756372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1756375.625000 Penalty: 4710.969727
	Iteration 64Q: 3 clusters Score -1756376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1756376.875000 Penalty: 4710.969727
	Iteration 65Q: 3 clusters Score -1756377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1756376.875000 Penalty: 4710.969727
	Iteration 66F: 3 clusters Score -1756377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Entering Unmasked Estep 
Score: -5270636.000000 Penalty: 2599.454834
	Iteration 0F: 2 clusters Score -5270636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5246446.000000 Penalty: 5198.909668
	Iteration 0F: 3 clusters Score -5246446 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -5255373.000000 Penalty: 5198.909668
	Iteration 1F: 3 clusters Score -5255373 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5255880.000000 Penalty: 5198.909668
	Iteration 2Q: 3 clusters Score -5255880 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5256346.500000 Penalty: 5198.909668
	Iteration 3Q: 3 clusters Score -5256346 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5256795.000000 Penalty: 5198.909668
	Iteration 4Q: 3 clusters Score -5256795 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5257393.500000 Penalty: 5198.909668
	Iteration 5Q: 3 clusters Score -5257394 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5258194.500000 Penalty: 5198.909668
	Iteration 6Q: 3 clusters Score -5258194 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5259277.000000 Penalty: 5198.909668
	Iteration 7F: 3 clusters Score -5259277 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5260806.500000 Penalty: 5198.909668
	Iteration 8F: 3 clusters Score -5260806 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5262641.000000 Penalty: 5198.909668
	Iteration 9F: 3 clusters Score -5262641 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5264373.500000 Penalty: 5198.909668
	Iteration 10F: 3 clusters Score -5264374 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -5265836.500000 Penalty: 5198.909668
	Iteration 11Q: 3 clusters Score -5265836 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -5266929.000000 Penalty: 5198.909668
	Iteration 12Q: 3 clusters Score -5266929 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -5267556.000000 Penalty: 5198.909668
	Iteration 13Q: 3 clusters Score -5267556 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5267905.000000 Penalty: 5198.909668
	Iteration 14Q: 3 clusters Score -5267905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5268100.500000 Penalty: 5198.909668
	Iteration 15Q: 3 clusters Score -5268100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -5268192.500000 Penalty: 5198.909668
	Iteration 16Q: 3 clusters Score -5268192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5268258.500000 Penalty: 5198.909668
	Iteration 17Q: 3 clusters Score -5268258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -5268311.500000 Penalty: 5198.909668
	Iteration 18Q: 3 clusters Score -5268312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5268352.000000 Penalty: 5198.909668
	Iteration 19Q: 3 clusters Score -5268352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5268377.000000 Penalty: 5198.909668
	Iteration 20F: 3 clusters Score -5268377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5268408.000000 Penalty: 5198.909668
	Iteration 21Q: 3 clusters Score -5268408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -5268423.000000 Penalty: 5198.909668
	Iteration 22Q: 3 clusters Score -5268423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5268438.000000 Penalty: 5198.909668
	Iteration 23Q: 3 clusters Score -5268438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5268454.000000 Penalty: 5198.909668
	Iteration 24Q: 3 clusters Score -5268454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5268467.500000 Penalty: 5198.909668
	Iteration 25Q: 3 clusters Score -5268468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5268469.500000 Penalty: 5198.909668
	Iteration 26Q: 3 clusters Score -5268470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -5268473.500000 Penalty: 5198.909668
	Iteration 27Q: 3 clusters Score -5268474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5268471.500000 Penalty: 5198.909668
	Iteration 28Q: 3 clusters Score -5268472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5268479.500000 Penalty: 5198.909668
	Iteration 29Q: 3 clusters Score -5268480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5268477.500000 Penalty: 5198.909668
	Iteration 30Q: 3 clusters Score -5268478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5268483.000000 Penalty: 5198.909668
	Iteration 31Q: 3 clusters Score -5268483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5268480.500000 Penalty: 5198.909668
	Iteration 32Q: 3 clusters Score -5268480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -5268489.500000 Penalty: 5198.909668
	Iteration 33Q: 3 clusters Score -5268490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5268496.500000 Penalty: 5198.909668
	Iteration 34Q: 3 clusters Score -5268496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5268496.500000 Penalty: 5198.909668
	Iteration 35F: 3 clusters Score -5268496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Entering Unmasked Estep 
Score: -6569483.500000 Penalty: 2655.672119
	Iteration 0F: 2 clusters Score -6569484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -6539207.500000 Penalty: 5311.344238
	Iteration 0F: 3 clusters Score -6539208 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -6550638.000000 Penalty: 5311.344238
	Iteration 1F: 3 clusters Score -6550638 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6551144.500000 Penalty: 5311.344238
	Iteration 2Q: 3 clusters Score -6551144 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -6551857.500000 Penalty: 5311.344238
	Iteration 3Q: 3 clusters Score -6551858 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6552628.000000 Penalty: 5311.344238
	Iteration 4Q: 3 clusters Score -6552628 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -6553732.500000 Penalty: 5311.344238
	Iteration 5Q: 3 clusters Score -6553732 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6555232.500000 Penalty: 5311.344238
	Iteration 6F: 3 clusters Score -6555232 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -6557069.500000 Penalty: 5311.344238
	Iteration 7F: 3 clusters Score -6557070 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6559127.500000 Penalty: 5311.344238
	Iteration 8F: 3 clusters Score -6559128 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -6561419.000000 Penalty: 5311.344238
	Iteration 9F: 3 clusters Score -6561419 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -6563462.000000 Penalty: 5311.344238
	Iteration 10Q: 3 clusters Score -6563462 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -6564868.000000 Penalty: 5311.344238
	Iteration 11Q: 3 clusters Score -6564868 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -6565509.000000 Penalty: 5311.344238
	Iteration 12Q: 3 clusters Score -6565509 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -6565824.000000 Penalty: 5311.344238
	Iteration 13Q: 3 clusters Score -6565824 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -6565999.500000 Penalty: 5311.344238
	Iteration 14Q: 3 clusters Score -6566000 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -6566115.000000 Penalty: 5311.344238
	Iteration 15Q: 3 clusters Score -6566115 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -6566207.000000 Penalty: 5311.344238
	Iteration 16Q: 3 clusters Score -6566207 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -6566279.500000 Penalty: 5311.344238
	Iteration 17Q: 3 clusters Score -6566280 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -6566368.000000 Penalty: 5311.344238
	Iteration 18Q: 3 clusters Score -6566368 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -6566440.500000 Penalty: 5311.344238
	Iteration 19Q: 3 clusters Score -6566440 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6566505.500000 Penalty: 5311.344238
	Iteration 20F: 3 clusters Score -6566506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -6566561.500000 Penalty: 5311.344238
	Iteration 21Q: 3 clusters Score -6566562 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -6566625.500000 Penalty: 5311.344238
	Iteration 22Q: 3 clusters Score -6566626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6566648.500000 Penalty: 5311.344238
	Iteration 23Q: 3 clusters Score -6566648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -6566686.500000 Penalty: 5311.344238
	Iteration 24Q: 3 clusters Score -6566686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -6566716.500000 Penalty: 5311.344238
	Iteration 25Q: 3 clusters Score -6566716 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6566746.000000 Penalty: 5311.344238
	Iteration 26Q: 3 clusters Score -6566746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -6566775.500000 Penalty: 5311.344238
	Iteration 27Q: 3 clusters Score -6566776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -6566803.500000 Penalty: 5311.344238
	Iteration 28Q: 3 clusters Score -6566804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -6566834.000000 Penalty: 5311.344238
	Iteration 29Q: 3 clusters Score -6566834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -6566841.000000 Penalty: 5311.344238
	Iteration 30Q: 3 clusters Score -6566841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6566867.000000 Penalty: 5311.344238
	Iteration 31Q: 3 clusters Score -6566867 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -6566898.500000 Penalty: 5311.344238
	Iteration 32Q: 3 clusters Score -6566898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -6566909.000000 Penalty: 5311.344238
	Iteration 33Q: 3 clusters Score -6566909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -6566916.500000 Penalty: 5311.344238
	Iteration 34Q: 3 clusters Score -6566916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -6566917.500000 Penalty: 5311.344238
	Iteration 35Q: 3 clusters Score -6566918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -6566944.500000 Penalty: 5311.344238
	Iteration 36Q: 3 clusters Score -6566944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -6566957.000000 Penalty: 5311.344238
	Iteration 37Q: 3 clusters Score -6566957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6566954.500000 Penalty: 5311.344238
	Iteration 38Q: 3 clusters Score -6566954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -6566965.000000 Penalty: 5311.344238
	Iteration 39Q: 3 clusters Score -6566965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6566975.000000 Penalty: 5311.344238
	Iteration 40F: 3 clusters Score -6566975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -6566985.500000 Penalty: 5311.344238
	Iteration 41Q: 3 clusters Score -6566986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -6567002.000000 Penalty: 5311.344238
	Iteration 42Q: 3 clusters Score -6567002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6567006.500000 Penalty: 5311.344238
	Iteration 43Q: 3 clusters Score -6567006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -6567015.000000 Penalty: 5311.344238
	Iteration 44Q: 3 clusters Score -6567015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6567018.000000 Penalty: 5311.344238
	Iteration 45Q: 3 clusters Score -6567018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -6567039.500000 Penalty: 5311.344238
	Iteration 46Q: 3 clusters Score -6567040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -6567047.000000 Penalty: 5311.344238
	Iteration 47Q: 3 clusters Score -6567047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -6567057.500000 Penalty: 5311.344238
	Iteration 48Q: 3 clusters Score -6567058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -6567074.000000 Penalty: 5311.344238
	Iteration 49Q: 3 clusters Score -6567074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -6567070.500000 Penalty: 5311.344238
	Iteration 50Q: 3 clusters Score -6567070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6567081.500000 Penalty: 5311.344238
	Iteration 51Q: 3 clusters Score -6567082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6567090.500000 Penalty: 5311.344238
	Iteration 52Q: 3 clusters Score -6567090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6567109.500000 Penalty: 5311.344238
	Iteration 53Q: 3 clusters Score -6567110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -6567108.500000 Penalty: 5311.344238
	Iteration 54Q: 3 clusters Score -6567108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -6567118.000000 Penalty: 5311.344238
	Iteration 55Q: 3 clusters Score -6567118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -6567129.500000 Penalty: 5311.344238
	Iteration 56Q: 3 clusters Score -6567130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -6567121.500000 Penalty: 5311.344238
	Iteration 57Q: 3 clusters Score -6567122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6567129.500000 Penalty: 5311.344238
	Iteration 58Q: 3 clusters Score -6567130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -6567146.000000 Penalty: 5311.344238
	Iteration 59Q: 3 clusters Score -6567146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6567145.500000 Penalty: 5311.344238
	Iteration 60F: 3 clusters Score -6567146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -6567167.000000 Penalty: 5311.344238
	Iteration 61Q: 3 clusters Score -6567167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -6567161.500000 Penalty: 5311.344238
	Iteration 62Q: 3 clusters Score -6567162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -6567172.000000 Penalty: 5311.344238
	Iteration 63Q: 3 clusters Score -6567172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -6567179.000000 Penalty: 5311.344238
	Iteration 64Q: 3 clusters Score -6567179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -6567188.000000 Penalty: 5311.344238
	Iteration 65Q: 3 clusters Score -6567188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -6567197.000000 Penalty: 5311.344238
	Iteration 66Q: 3 clusters Score -6567197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -6567211.500000 Penalty: 5311.344238
	Iteration 67Q: 3 clusters Score -6567212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6567228.000000 Penalty: 5311.344238
	Iteration 68Q: 3 clusters Score -6567228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -6567234.000000 Penalty: 5311.344238
	Iteration 69Q: 3 clusters Score -6567234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -6567235.500000 Penalty: 5311.344238
	Iteration 70Q: 3 clusters Score -6567236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -6567237.500000 Penalty: 5311.344238
	Iteration 71Q: 3 clusters Score -6567238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -6567239.000000 Penalty: 5311.344238
	Iteration 72Q: 3 clusters Score -6567239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -6567238.000000 Penalty: 5311.344238
	Iteration 73Q: 3 clusters Score -6567238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -6567235.000000 Penalty: 5311.344238
	Iteration 74Q: 3 clusters Score -6567235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -6567236.000000 Penalty: 5311.344238
	Iteration 75Q: 3 clusters Score -6567236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6567234.000000 Penalty: 5311.344238
	Iteration 76Q: 3 clusters Score -6567234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6567231.500000 Penalty: 5311.344238
	Iteration 77Q: 3 clusters Score -6567232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6567235.000000 Penalty: 5311.344238
	Iteration 78Q: 3 clusters Score -6567235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -6567236.000000 Penalty: 5311.344238
	Iteration 79Q: 3 clusters Score -6567236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6567236.500000 Penalty: 5311.344238
	Iteration 80F: 3 clusters Score -6567236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -6567246.500000 Penalty: 5311.344238
	Iteration 81Q: 3 clusters Score -6567246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -6567254.000000 Penalty: 5311.344238
	Iteration 82Q: 3 clusters Score -6567254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -6567252.000000 Penalty: 5311.344238
	Iteration 83Q: 3 clusters Score -6567252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -6567258.500000 Penalty: 5311.344238
	Iteration 84Q: 3 clusters Score -6567258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6567258.500000 Penalty: 5311.344238
	Iteration 85Q: 3 clusters Score -6567258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6567260.000000 Penalty: 5311.344238
	Iteration 86Q: 3 clusters Score -6567260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6567262.000000 Penalty: 5311.344238
	Iteration 87Q: 3 clusters Score -6567262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6567262.000000 Penalty: 5311.344238
	Iteration 88F: 3 clusters Score -6567262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Entering Unmasked Estep 
Score: -5752013.000000 Penalty: 2629.023438
	Iteration 0F: 2 clusters Score -5752013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5724967.000000 Penalty: 5258.046875
	Iteration 0F: 3 clusters Score -5724967 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5734883.500000 Penalty: 5258.046875
	Iteration 1F: 3 clusters Score -5734884 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5735337.000000 Penalty: 5258.046875
	Iteration 2Q: 3 clusters Score -5735337 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5735848.000000 Penalty: 5258.046875
	Iteration 3Q: 3 clusters Score -5735848 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5736388.000000 Penalty: 5258.046875
	Iteration 4Q: 3 clusters Score -5736388 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5737125.000000 Penalty: 5258.046875
	Iteration 5Q: 3 clusters Score -5737125 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5738145.000000 Penalty: 5258.046875
	Iteration 6Q: 3 clusters Score -5738145 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5739566.500000 Penalty: 5258.046875
	Iteration 7F: 3 clusters Score -5739566 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5741474.000000 Penalty: 5258.046875
	Iteration 8F: 3 clusters Score -5741474 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5743571.000000 Penalty: 5258.046875
	Iteration 9F: 3 clusters Score -5743571 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5745171.000000 Penalty: 5258.046875
	Iteration 10F: 3 clusters Score -5745171 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -5746285.500000 Penalty: 5258.046875
	Iteration 11F: 3 clusters Score -5746286 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5746981.000000 Penalty: 5258.046875
	Iteration 12Q: 3 clusters Score -5746981 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5747447.000000 Penalty: 5258.046875
	Iteration 13Q: 3 clusters Score -5747447 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5747812.500000 Penalty: 5258.046875
	Iteration 14Q: 3 clusters Score -5747812 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -5748103.000000 Penalty: 5258.046875
	Iteration 15Q: 3 clusters Score -5748103 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5748365.500000 Penalty: 5258.046875
	Iteration 16Q: 3 clusters Score -5748366 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5748624.500000 Penalty: 5258.046875
	Iteration 17Q: 3 clusters Score -5748624 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -5748862.000000 Penalty: 5258.046875
	Iteration 18Q: 3 clusters Score -5748862 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -5749047.500000 Penalty: 5258.046875
	Iteration 19Q: 3 clusters Score -5749048 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5749243.500000 Penalty: 5258.046875
	Iteration 20F: 3 clusters Score -5749244 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -5749399.500000 Penalty: 5258.046875
	Iteration 21Q: 3 clusters Score -5749400 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5749562.500000 Penalty: 5258.046875
	Iteration 22Q: 3 clusters Score -5749562 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5749687.500000 Penalty: 5258.046875
	Iteration 23Q: 3 clusters Score -5749688 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5749794.000000 Penalty: 5258.046875
	Iteration 24Q: 3 clusters Score -5749794 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5749897.000000 Penalty: 5258.046875
	Iteration 25Q: 3 clusters Score -5749897 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5750012.500000 Penalty: 5258.046875
	Iteration 26Q: 3 clusters Score -5750012 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5750121.000000 Penalty: 5258.046875
	Iteration 27Q: 3 clusters Score -5750121 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -5750221.000000 Penalty: 5258.046875
	Iteration 28Q: 3 clusters Score -5750221 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5750301.500000 Penalty: 5258.046875
	Iteration 29Q: 3 clusters Score -5750302 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5750380.500000 Penalty: 5258.046875
	Iteration 30Q: 3 clusters Score -5750380 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5750462.000000 Penalty: 5258.046875
	Iteration 31Q: 3 clusters Score -5750462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -5750561.000000 Penalty: 5258.046875
	Iteration 32Q: 3 clusters Score -5750561 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5750606.500000 Penalty: 5258.046875
	Iteration 33Q: 3 clusters Score -5750606 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -5750679.500000 Penalty: 5258.046875
	Iteration 34Q: 3 clusters Score -5750680 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -5750739.500000 Penalty: 5258.046875
	Iteration 35Q: 3 clusters Score -5750740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5750782.000000 Penalty: 5258.046875
	Iteration 36Q: 3 clusters Score -5750782 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5750828.500000 Penalty: 5258.046875
	Iteration 37Q: 3 clusters Score -5750828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5750857.500000 Penalty: 5258.046875
	Iteration 38Q: 3 clusters Score -5750858 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -5750882.000000 Penalty: 5258.046875
	Iteration 39Q: 3 clusters Score -5750882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5750906.000000 Penalty: 5258.046875
	Iteration 40F: 3 clusters Score -5750906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -5750918.500000 Penalty: 5258.046875
	Iteration 41Q: 3 clusters Score -5750918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5750931.000000 Penalty: 5258.046875
	Iteration 42Q: 3 clusters Score -5750931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5750953.500000 Penalty: 5258.046875
	Iteration 43Q: 3 clusters Score -5750954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5750968.000000 Penalty: 5258.046875
	Iteration 44Q: 3 clusters Score -5750968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5750970.500000 Penalty: 5258.046875
	Iteration 45Q: 3 clusters Score -5750970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5750994.000000 Penalty: 5258.046875
	Iteration 46Q: 3 clusters Score -5750994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5751009.500000 Penalty: 5258.046875
	Iteration 47Q: 3 clusters Score -5751010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5751029.500000 Penalty: 5258.046875
	Iteration 48Q: 3 clusters Score -5751030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5751048.500000 Penalty: 5258.046875
	Iteration 49Q: 3 clusters Score -5751048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -5751063.500000 Penalty: 5258.046875
	Iteration 50Q: 3 clusters Score -5751064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5751080.500000 Penalty: 5258.046875
	Iteration 51Q: 3 clusters Score -5751080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5751095.500000 Penalty: 5258.046875
	Iteration 52Q: 3 clusters Score -5751096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5751096.000000 Penalty: 5258.046875
	Iteration 53Q: 3 clusters Score -5751096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5751096.000000 Penalty: 5258.046875
	Iteration 54Q: 3 clusters Score -5751096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5751091.000000 Penalty: 5258.046875
	Iteration 55Q: 3 clusters Score -5751091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5751093.000000 Penalty: 5258.046875
	Iteration 56Q: 3 clusters Score -5751093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5751101.500000 Penalty: 5258.046875
	Iteration 57Q: 3 clusters Score -5751102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5751105.500000 Penalty: 5258.046875
	Iteration 58Q: 3 clusters Score -5751106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5751108.500000 Penalty: 5258.046875
	Iteration 59Q: 3 clusters Score -5751108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5751104.500000 Penalty: 5258.046875
	Iteration 60F: 3 clusters Score -5751104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -5751103.000000 Penalty: 5258.046875
	Iteration 61Q: 3 clusters Score -5751103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5751107.000000 Penalty: 5258.046875
	Iteration 62Q: 3 clusters Score -5751107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -5751106.500000 Penalty: 5258.046875
	Iteration 63Q: 3 clusters Score -5751106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5751106.000000 Penalty: 5258.046875
	Iteration 64Q: 3 clusters Score -5751106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5751108.500000 Penalty: 5258.046875
	Iteration 65Q: 3 clusters Score -5751108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5751113.000000 Penalty: 5258.046875
	Iteration 66Q: 3 clusters Score -5751113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5751110.000000 Penalty: 5258.046875
	Iteration 67Q: 3 clusters Score -5751110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5751121.500000 Penalty: 5258.046875
	Iteration 68Q: 3 clusters Score -5751122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5751116.000000 Penalty: 5258.046875
	Iteration 69Q: 3 clusters Score -5751116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5751117.500000 Penalty: 5258.046875
	Iteration 70Q: 3 clusters Score -5751118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -5751113.000000 Penalty: 5258.046875
	Iteration 71Q: 3 clusters Score -5751113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5751123.000000 Penalty: 5258.046875
	Iteration 72Q: 3 clusters Score -5751123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5751126.000000 Penalty: 5258.046875
	Iteration 73Q: 3 clusters Score -5751126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5751119.000000 Penalty: 5258.046875
	Iteration 74Q: 3 clusters Score -5751119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5751118.500000 Penalty: 5258.046875
	Iteration 75Q: 3 clusters Score -5751118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5751124.500000 Penalty: 5258.046875
	Iteration 76Q: 3 clusters Score -5751124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5751119.500000 Penalty: 5258.046875
	Iteration 77Q: 3 clusters Score -5751120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -5751118.500000 Penalty: 5258.046875
	Iteration 78Q: 3 clusters Score -5751118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -5751121.000000 Penalty: 5258.046875
	Iteration 79Q: 3 clusters Score -5751121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5751123.500000 Penalty: 5258.046875
	Iteration 80F: 3 clusters Score -5751124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5751122.500000 Penalty: 5258.046875
	Iteration 81Q: 3 clusters Score -5751122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5751122.000000 Penalty: 5258.046875
	Iteration 82Q: 3 clusters Score -5751122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5751122.000000 Penalty: 5258.046875
	Iteration 83F: 3 clusters Score -5751122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -928690.625000 Penalty: 2192.104492
	Iteration 0F: 2 clusters Score -928690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -923071.687500 Penalty: 4384.208984
	Iteration 0F: 3 clusters Score -923071.7 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -924912.187500 Penalty: 4384.208984
	Iteration 1F: 3 clusters Score -924912.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -925528.812500 Penalty: 4384.208984
	Iteration 2F: 3 clusters Score -925528.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -926079.187500 Penalty: 4384.208984
	Iteration 3F: 3 clusters Score -926079.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -926572.062500 Penalty: 4384.208984
	Iteration 4F: 3 clusters Score -926572.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -926952.625000 Penalty: 4384.208984
	Iteration 5F: 3 clusters Score -926952.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -927229.187500 Penalty: 4384.208984
	Iteration 6F: 3 clusters Score -927229.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -927477.437500 Penalty: 4384.208984
	Iteration 7Q: 3 clusters Score -927477.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -927675.500000 Penalty: 4384.208984
	Iteration 8Q: 3 clusters Score -927675.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -927819.562500 Penalty: 4384.208984
	Iteration 9Q: 3 clusters Score -927819.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -927952.937500 Penalty: 4384.208984
	Iteration 10Q: 3 clusters Score -927952.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -928071.562500 Penalty: 4384.208984
	Iteration 11Q: 3 clusters Score -928071.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -928157.125000 Penalty: 4384.208984
	Iteration 12Q: 3 clusters Score -928157.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -928203.625000 Penalty: 4384.208984
	Iteration 13Q: 3 clusters Score -928203.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -928235.562500 Penalty: 4384.208984
	Iteration 14Q: 3 clusters Score -928235.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -928250.500000 Penalty: 4384.208984
	Iteration 15Q: 3 clusters Score -928250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -928256.312500 Penalty: 4384.208984
	Iteration 16Q: 3 clusters Score -928256.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -928259.750000 Penalty: 4384.208984
	Iteration 17Q: 3 clusters Score -928259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -928260.687500 Penalty: 4384.208984
	Iteration 18Q: 3 clusters Score -928260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -928262.250000 Penalty: 4384.208984
	Iteration 19Q: 3 clusters Score -928262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -928263.062500 Penalty: 4384.208984
	Iteration 20F: 3 clusters Score -928263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -928264.125000 Penalty: 4384.208984
	Iteration 21Q: 3 clusters Score -928264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -928266.250000 Penalty: 4384.208984
	Iteration 22Q: 3 clusters Score -928266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -928266.375000 Penalty: 4384.208984
	Iteration 23Q: 3 clusters Score -928266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -928266.375000 Penalty: 4384.208984
	Iteration 24F: 3 clusters Score -928266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -386059.281250 Penalty: 2004.588989
	Iteration 0F: 2 clusters Score -386059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -382657.281250 Penalty: 4009.177979
	Iteration 0F: 3 clusters Score -382657.3 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -383466.031250 Penalty: 4009.177979
	Iteration 1F: 3 clusters Score -383466 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -383636.718750 Penalty: 4009.177979
	Iteration 2F: 3 clusters Score -383636.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -383746.812500 Penalty: 4009.177979
	Iteration 3Q: 3 clusters Score -383746.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -383833.625000 Penalty: 4009.177979
	Iteration 4Q: 3 clusters Score -383833.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -383901.718750 Penalty: 4009.177979
	Iteration 5Q: 3 clusters Score -383901.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -383962.187500 Penalty: 4009.177979
	Iteration 6Q: 3 clusters Score -383962.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -384007.562500 Penalty: 4009.177979
	Iteration 7Q: 3 clusters Score -384007.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -384056.781250 Penalty: 4009.177979
	Iteration 8Q: 3 clusters Score -384056.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -384125.156250 Penalty: 4009.177979
	Iteration 9Q: 3 clusters Score -384125.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -384179.562500 Penalty: 4009.177979
	Iteration 10Q: 3 clusters Score -384179.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -384228.656250 Penalty: 4009.177979
	Iteration 11Q: 3 clusters Score -384228.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -384286.062500 Penalty: 4009.177979
	Iteration 12Q: 3 clusters Score -384286.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -384345.781250 Penalty: 4009.177979
	Iteration 13Q: 3 clusters Score -384345.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -384393.625000 Penalty: 4009.177979
	Iteration 14Q: 3 clusters Score -384393.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -384430.656250 Penalty: 4009.177979
	Iteration 15Q: 3 clusters Score -384430.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -384468.843750 Penalty: 4009.177979
	Iteration 16Q: 3 clusters Score -384468.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -384496.125000 Penalty: 4009.177979
	Iteration 17Q: 3 clusters Score -384496.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -384524.156250 Penalty: 4009.177979
	Iteration 18Q: 3 clusters Score -384524.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -384541.812500 Penalty: 4009.177979
	Iteration 19Q: 3 clusters Score -384541.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -384551.562500 Penalty: 4009.177979
	Iteration 20F: 3 clusters Score -384551.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -384563.531250 Penalty: 4009.177979
	Iteration 21Q: 3 clusters Score -384563.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -384571.531250 Penalty: 4009.177979
	Iteration 22Q: 3 clusters Score -384571.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -384579.843750 Penalty: 4009.177979
	Iteration 23Q: 3 clusters Score -384579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -384585.343750 Penalty: 4009.177979
	Iteration 24Q: 3 clusters Score -384585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -384589.343750 Penalty: 4009.177979
	Iteration 25Q: 3 clusters Score -384589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -384593.187500 Penalty: 4009.177979
	Iteration 26Q: 3 clusters Score -384593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -384595.343750 Penalty: 4009.177979
	Iteration 27Q: 3 clusters Score -384595.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -384597.937500 Penalty: 4009.177979
	Iteration 28Q: 3 clusters Score -384597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -384600.218750 Penalty: 4009.177979
	Iteration 29Q: 3 clusters Score -384600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -384606.812500 Penalty: 4009.177979
	Iteration 30Q: 3 clusters Score -384606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -384611.625000 Penalty: 4009.177979
	Iteration 31Q: 3 clusters Score -384611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -384616.406250 Penalty: 4009.177979
	Iteration 32Q: 3 clusters Score -384616.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -384625.656250 Penalty: 4009.177979
	Iteration 33Q: 3 clusters Score -384625.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -384632.687500 Penalty: 4009.177979
	Iteration 34Q: 3 clusters Score -384632.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -384637.687500 Penalty: 4009.177979
	Iteration 35Q: 3 clusters Score -384637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -384641.625000 Penalty: 4009.177979
	Iteration 36Q: 3 clusters Score -384641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -384645.593750 Penalty: 4009.177979
	Iteration 37Q: 3 clusters Score -384645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -384647.625000 Penalty: 4009.177979
	Iteration 38Q: 3 clusters Score -384647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -384647.687500 Penalty: 4009.177979
	Iteration 39Q: 3 clusters Score -384647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -384650.812500 Penalty: 4009.177979
	Iteration 40F: 3 clusters Score -384650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384652.875000 Penalty: 4009.177979
	Iteration 41Q: 3 clusters Score -384652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -384655.968750 Penalty: 4009.177979
	Iteration 42Q: 3 clusters Score -384656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -384659.000000 Penalty: 4009.177979
	Iteration 43Q: 3 clusters Score -384659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -384660.281250 Penalty: 4009.177979
	Iteration 44Q: 3 clusters Score -384660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -384661.343750 Penalty: 4009.177979
	Iteration 45Q: 3 clusters Score -384661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -384661.937500 Penalty: 4009.177979
	Iteration 46Q: 3 clusters Score -384661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -384661.937500 Penalty: 4009.177979
	Iteration 47F: 3 clusters Score -384661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Entering Unmasked Estep 
Score: -5795470.000000 Penalty: 2639.302490
	Iteration 0F: 2 clusters Score -5795470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5767152.500000 Penalty: 5278.604980
	Iteration 0F: 3 clusters Score -5767152 nChanged 19219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5777838.000000 Penalty: 5278.604980
	Iteration 1F: 3 clusters Score -5777838 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5778604.500000 Penalty: 5278.604980
	Iteration 2Q: 3 clusters Score -5778604 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5779465.500000 Penalty: 5278.604980
	Iteration 3Q: 3 clusters Score -5779466 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5780347.500000 Penalty: 5278.604980
	Iteration 4Q: 3 clusters Score -5780348 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5781339.500000 Penalty: 5278.604980
	Iteration 5F: 3 clusters Score -5781340 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5782479.000000 Penalty: 5278.604980
	Iteration 6F: 3 clusters Score -5782479 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5783709.000000 Penalty: 5278.604980
	Iteration 7F: 3 clusters Score -5783709 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -5784911.000000 Penalty: 5278.604980
	Iteration 8F: 3 clusters Score -5784911 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5786118.500000 Penalty: 5278.604980
	Iteration 9F: 3 clusters Score -5786118 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5787158.500000 Penalty: 5278.604980
	Iteration 10Q: 3 clusters Score -5787158 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -5788031.500000 Penalty: 5278.604980
	Iteration 11Q: 3 clusters Score -5788032 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5788730.000000 Penalty: 5278.604980
	Iteration 12Q: 3 clusters Score -5788730 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5789387.000000 Penalty: 5278.604980
	Iteration 13Q: 3 clusters Score -5789387 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5790057.000000 Penalty: 5278.604980
	Iteration 14Q: 3 clusters Score -5790057 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5790721.500000 Penalty: 5278.604980
	Iteration 15Q: 3 clusters Score -5790722 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -5791493.000000 Penalty: 5278.604980
	Iteration 16Q: 3 clusters Score -5791493 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5792162.500000 Penalty: 5278.604980
	Iteration 17Q: 3 clusters Score -5792162 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5792705.000000 Penalty: 5278.604980
	Iteration 18Q: 3 clusters Score -5792705 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5793172.000000 Penalty: 5278.604980
	Iteration 19Q: 3 clusters Score -5793172 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -5793573.000000 Penalty: 5278.604980
	Iteration 20F: 3 clusters Score -5793573 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5793893.500000 Penalty: 5278.604980
	Iteration 21Q: 3 clusters Score -5793894 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5794184.000000 Penalty: 5278.604980
	Iteration 22Q: 3 clusters Score -5794184 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5794380.500000 Penalty: 5278.604980
	Iteration 23Q: 3 clusters Score -5794380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5794493.000000 Penalty: 5278.604980
	Iteration 24Q: 3 clusters Score -5794493 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5794568.000000 Penalty: 5278.604980
	Iteration 25Q: 3 clusters Score -5794568 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5794624.000000 Penalty: 5278.604980
	Iteration 26Q: 3 clusters Score -5794624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5794672.500000 Penalty: 5278.604980
	Iteration 27Q: 3 clusters Score -5794672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5794694.500000 Penalty: 5278.604980
	Iteration 28Q: 3 clusters Score -5794694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5794715.000000 Penalty: 5278.604980
	Iteration 29Q: 3 clusters Score -5794715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5794735.500000 Penalty: 5278.604980
	Iteration 30Q: 3 clusters Score -5794736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5794730.500000 Penalty: 5278.604980
	Iteration 31Q: 3 clusters Score -5794730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5794738.000000 Penalty: 5278.604980
	Iteration 32Q: 3 clusters Score -5794738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5794740.500000 Penalty: 5278.604980
	Iteration 33Q: 3 clusters Score -5794740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5794749.500000 Penalty: 5278.604980
	Iteration 34Q: 3 clusters Score -5794750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5794760.500000 Penalty: 5278.604980
	Iteration 35Q: 3 clusters Score -5794760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5794768.500000 Penalty: 5278.604980
	Iteration 36Q: 3 clusters Score -5794768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5794773.500000 Penalty: 5278.604980
	Iteration 37Q: 3 clusters Score -5794774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5794767.000000 Penalty: 5278.604980
	Iteration 38Q: 3 clusters Score -5794767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5794765.500000 Penalty: 5278.604980
	Iteration 39Q: 3 clusters Score -5794766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5794770.000000 Penalty: 5278.604980
	Iteration 40F: 3 clusters Score -5794770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5794770.000000 Penalty: 5278.604980
	Iteration 41Q: 3 clusters Score -5794770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5794772.500000 Penalty: 5278.604980
	Iteration 42Q: 3 clusters Score -5794772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5794780.000000 Penalty: 5278.604980
	Iteration 43Q: 3 clusters Score -5794780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5794786.000000 Penalty: 5278.604980
	Iteration 44Q: 3 clusters Score -5794786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5794781.000000 Penalty: 5278.604980
	Iteration 45Q: 3 clusters Score -5794781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5794779.000000 Penalty: 5278.604980
	Iteration 46Q: 3 clusters Score -5794779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5794785.000000 Penalty: 5278.604980
	Iteration 47Q: 3 clusters Score -5794785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5794791.000000 Penalty: 5278.604980
	Iteration 48Q: 3 clusters Score -5794791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5794789.000000 Penalty: 5278.604980
	Iteration 49Q: 3 clusters Score -5794789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5794786.500000 Penalty: 5278.604980
	Iteration 50Q: 3 clusters Score -5794786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5794787.500000 Penalty: 5278.604980
	Iteration 51Q: 3 clusters Score -5794788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5794789.500000 Penalty: 5278.604980
	Iteration 52Q: 3 clusters Score -5794790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5794790.500000 Penalty: 5278.604980
	Iteration 53Q: 3 clusters Score -5794790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5794790.500000 Penalty: 5278.604980
	Iteration 54F: 3 clusters Score -5794790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -364430.875000 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -364430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -361286.593750 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -361286.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -361991.718750 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -361991.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -362219.468750 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -362219.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -362400.250000 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -362400.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -362547.687500 Penalty: 3933.560547
	Iteration 4F: 3 clusters Score -362547.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362676.250000 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -362676.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -362797.156250 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -362797.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -362904.312500 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -362904.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -362998.781250 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -362998.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -363062.843750 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -363062.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -363126.218750 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -363126.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -363167.281250 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -363167.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363205.250000 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -363205.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -363249.000000 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -363249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363287.187500 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -363287.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -363310.375000 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -363310.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -363324.687500 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -363324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -363336.125000 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -363336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -363348.218750 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -363348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363353.875000 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -363353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -363356.187500 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -363356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363356.468750 Penalty: 3933.560547
	Iteration 21Q: 3 clusters Score -363356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363357.000000 Penalty: 3933.560547
	Iteration 22Q: 3 clusters Score -363357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -363357.843750 Penalty: 3933.560547
	Iteration 23Q: 3 clusters Score -363357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -363358.593750 Penalty: 3933.560547
	Iteration 24Q: 3 clusters Score -363358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363359.062500 Penalty: 3933.560547
	Iteration 25Q: 3 clusters Score -363359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363359.062500 Penalty: 3933.560547
	Iteration 26F: 3 clusters Score -363359.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -589208.375000 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -589208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -585265.437500 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -585265.4 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -586100.562500 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -586100.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -586327.062500 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -586327.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -586470.812500 Penalty: 4122.453613
	Iteration 3Q: 3 clusters Score -586470.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -586585.000000 Penalty: 4122.453613
	Iteration 4Q: 3 clusters Score -586585 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -586659.562500 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -586659.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -586725.125000 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -586725.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -586781.625000 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -586781.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -586828.000000 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -586828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -586888.687500 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -586888.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -586959.875000 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -586959.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -587034.187500 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -587034.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -587124.625000 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -587124.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -587246.187500 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -587246.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -587444.250000 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -587444.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -587689.250000 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -587689.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -587974.250000 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -587974.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -588244.312500 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -588244.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -588485.375000 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -588485.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -588588.812500 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -588588.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -588642.937500 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -588642.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -588684.875000 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -588684.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -588726.125000 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -588726.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -588794.250000 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -588794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -588849.125000 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -588849.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -588871.312500 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -588871.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -588880.625000 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -588880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -588885.687500 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -588885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -588887.937500 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -588887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -588887.937500 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -588887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -588889.062500 Penalty: 4122.453613
	Iteration 30Q: 3 clusters Score -588889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -588889.625000 Penalty: 4122.453613
	Iteration 31Q: 3 clusters Score -588889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -588890.750000 Penalty: 4122.453613
	Iteration 32Q: 3 clusters Score -588890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -588891.500000 Penalty: 4122.453613
	Iteration 33Q: 3 clusters Score -588891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -588891.500000 Penalty: 4122.453613
	Iteration 34F: 3 clusters Score -588891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72231.453125 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72231.45 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72507.085938 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72507.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72640.421875 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72640.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72792.125000 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -72792.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72851.132812 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -72851.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72875.882812 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -72875.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72914.804688 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -72914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72962.359375 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -72962.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73022.828125 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73022.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73097.820312 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73097.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73207.250000 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73207.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73285.250000 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73285.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73347.320312 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73347.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73410.859375 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73410.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73447.531250 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73447.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73494.265625 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73494.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73575.593750 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -73575.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73662.054688 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -73662.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73679.039062 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -73679.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73679.640625 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -73679.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73679.640625 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -73679.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Entering Unmasked Estep 
Score: -6042164.500000 Penalty: 2641.278809
	Iteration 0F: 2 clusters Score -6042164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -6013635.000000 Penalty: 5282.557617
	Iteration 0F: 3 clusters Score -6013635 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -6024221.000000 Penalty: 5282.557617
	Iteration 1F: 3 clusters Score -6024221 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -6024690.500000 Penalty: 5282.557617
	Iteration 2Q: 3 clusters Score -6024690 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -6025116.000000 Penalty: 5282.557617
	Iteration 3Q: 3 clusters Score -6025116 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6025612.000000 Penalty: 5282.557617
	Iteration 4Q: 3 clusters Score -6025612 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6026267.000000 Penalty: 5282.557617
	Iteration 5Q: 3 clusters Score -6026267 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6027281.500000 Penalty: 5282.557617
	Iteration 6Q: 3 clusters Score -6027282 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -6028879.500000 Penalty: 5282.557617
	Iteration 7F: 3 clusters Score -6028880 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6031404.000000 Penalty: 5282.557617
	Iteration 8F: 3 clusters Score -6031404 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6034420.500000 Penalty: 5282.557617
	Iteration 9F: 3 clusters Score -6034420 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6036785.000000 Penalty: 5282.557617
	Iteration 10F: 3 clusters Score -6036785 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6038225.000000 Penalty: 5282.557617
	Iteration 11Q: 3 clusters Score -6038225 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6038989.000000 Penalty: 5282.557617
	Iteration 12Q: 3 clusters Score -6038989 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6039506.000000 Penalty: 5282.557617
	Iteration 13Q: 3 clusters Score -6039506 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6039898.000000 Penalty: 5282.557617
	Iteration 14Q: 3 clusters Score -6039898 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6040147.500000 Penalty: 5282.557617
	Iteration 15Q: 3 clusters Score -6040148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6040289.500000 Penalty: 5282.557617
	Iteration 16Q: 3 clusters Score -6040290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6040376.000000 Penalty: 5282.557617
	Iteration 17Q: 3 clusters Score -6040376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6040438.000000 Penalty: 5282.557617
	Iteration 18Q: 3 clusters Score -6040438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6040494.500000 Penalty: 5282.557617
	Iteration 19Q: 3 clusters Score -6040494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6040541.500000 Penalty: 5282.557617
	Iteration 20F: 3 clusters Score -6040542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6040598.000000 Penalty: 5282.557617
	Iteration 21Q: 3 clusters Score -6040598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6040616.500000 Penalty: 5282.557617
	Iteration 22Q: 3 clusters Score -6040616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6040661.500000 Penalty: 5282.557617
	Iteration 23Q: 3 clusters Score -6040662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6040703.500000 Penalty: 5282.557617
	Iteration 24Q: 3 clusters Score -6040704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6040721.500000 Penalty: 5282.557617
	Iteration 25Q: 3 clusters Score -6040722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6040726.500000 Penalty: 5282.557617
	Iteration 26Q: 3 clusters Score -6040726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6040747.500000 Penalty: 5282.557617
	Iteration 27Q: 3 clusters Score -6040748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6040748.500000 Penalty: 5282.557617
	Iteration 28Q: 3 clusters Score -6040748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6040752.500000 Penalty: 5282.557617
	Iteration 29Q: 3 clusters Score -6040752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6040765.000000 Penalty: 5282.557617
	Iteration 30Q: 3 clusters Score -6040765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6040777.500000 Penalty: 5282.557617
	Iteration 31Q: 3 clusters Score -6040778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6040807.500000 Penalty: 5282.557617
	Iteration 32Q: 3 clusters Score -6040808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6040824.500000 Penalty: 5282.557617
	Iteration 33Q: 3 clusters Score -6040824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6040837.000000 Penalty: 5282.557617
	Iteration 34Q: 3 clusters Score -6040837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6040842.500000 Penalty: 5282.557617
	Iteration 35Q: 3 clusters Score -6040842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6040841.500000 Penalty: 5282.557617
	Iteration 36Q: 3 clusters Score -6040842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6040841.000000 Penalty: 5282.557617
	Iteration 37Q: 3 clusters Score -6040841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6040853.000000 Penalty: 5282.557617
	Iteration 38Q: 3 clusters Score -6040853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6040848.500000 Penalty: 5282.557617
	Iteration 39Q: 3 clusters Score -6040848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6040844.500000 Penalty: 5282.557617
	Iteration 40F: 3 clusters Score -6040844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6040844.000000 Penalty: 5282.557617
	Iteration 41Q: 3 clusters Score -6040844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6040855.000000 Penalty: 5282.557617
	Iteration 42Q: 3 clusters Score -6040855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6040851.500000 Penalty: 5282.557617
	Iteration 43Q: 3 clusters Score -6040852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6040867.000000 Penalty: 5282.557617
	Iteration 44Q: 3 clusters Score -6040867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6040867.500000 Penalty: 5282.557617
	Iteration 45Q: 3 clusters Score -6040868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6040865.500000 Penalty: 5282.557617
	Iteration 46Q: 3 clusters Score -6040866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6040870.500000 Penalty: 5282.557617
	Iteration 47Q: 3 clusters Score -6040870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6040872.000000 Penalty: 5282.557617
	Iteration 48Q: 3 clusters Score -6040872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6040869.500000 Penalty: 5282.557617
	Iteration 49Q: 3 clusters Score -6040870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6040871.000000 Penalty: 5282.557617
	Iteration 50Q: 3 clusters Score -6040871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6040864.000000 Penalty: 5282.557617
	Iteration 51Q: 3 clusters Score -6040864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6040870.500000 Penalty: 5282.557617
	Iteration 52Q: 3 clusters Score -6040870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6040866.500000 Penalty: 5282.557617
	Iteration 53Q: 3 clusters Score -6040866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6040866.500000 Penalty: 5282.557617
	Iteration 54F: 3 clusters Score -6040866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Entering Unmasked Estep 
Score: -4722911.500000 Penalty: 2571.950684
	Iteration 0F: 2 clusters Score -4722912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4701083.000000 Penalty: 5143.901367
	Iteration 0F: 3 clusters Score -4701083 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4708944.500000 Penalty: 5143.901367
	Iteration 1F: 3 clusters Score -4708944 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4709400.500000 Penalty: 5143.901367
	Iteration 2Q: 3 clusters Score -4709400 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4709919.500000 Penalty: 5143.901367
	Iteration 3Q: 3 clusters Score -4709920 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4710419.500000 Penalty: 5143.901367
	Iteration 4Q: 3 clusters Score -4710420 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -4711078.000000 Penalty: 5143.901367
	Iteration 5Q: 3 clusters Score -4711078 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4711975.500000 Penalty: 5143.901367
	Iteration 6F: 3 clusters Score -4711976 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4713283.500000 Penalty: 5143.901367
	Iteration 7F: 3 clusters Score -4713284 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4715041.000000 Penalty: 5143.901367
	Iteration 8F: 3 clusters Score -4715041 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4716985.000000 Penalty: 5143.901367
	Iteration 9F: 3 clusters Score -4716985 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4718523.500000 Penalty: 5143.901367
	Iteration 10F: 3 clusters Score -4718524 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4719455.000000 Penalty: 5143.901367
	Iteration 11Q: 3 clusters Score -4719455 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4719971.000000 Penalty: 5143.901367
	Iteration 12Q: 3 clusters Score -4719971 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4720279.500000 Penalty: 5143.901367
	Iteration 13Q: 3 clusters Score -4720280 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4720431.500000 Penalty: 5143.901367
	Iteration 14Q: 3 clusters Score -4720432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4720522.000000 Penalty: 5143.901367
	Iteration 15Q: 3 clusters Score -4720522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4720596.000000 Penalty: 5143.901367
	Iteration 16Q: 3 clusters Score -4720596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4720643.000000 Penalty: 5143.901367
	Iteration 17Q: 3 clusters Score -4720643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4720666.000000 Penalty: 5143.901367
	Iteration 18Q: 3 clusters Score -4720666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4720676.500000 Penalty: 5143.901367
	Iteration 19Q: 3 clusters Score -4720676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4720708.000000 Penalty: 5143.901367
	Iteration 20F: 3 clusters Score -4720708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4720723.000000 Penalty: 5143.901367
	Iteration 21Q: 3 clusters Score -4720723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4720730.000000 Penalty: 5143.901367
	Iteration 22Q: 3 clusters Score -4720730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4720742.000000 Penalty: 5143.901367
	Iteration 23Q: 3 clusters Score -4720742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4720755.000000 Penalty: 5143.901367
	Iteration 24Q: 3 clusters Score -4720755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4720755.500000 Penalty: 5143.901367
	Iteration 25Q: 3 clusters Score -4720756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4720754.000000 Penalty: 5143.901367
	Iteration 26Q: 3 clusters Score -4720754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4720761.000000 Penalty: 5143.901367
	Iteration 27Q: 3 clusters Score -4720761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4720760.000000 Penalty: 5143.901367
	Iteration 28Q: 3 clusters Score -4720760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4720769.500000 Penalty: 5143.901367
	Iteration 29Q: 3 clusters Score -4720770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4720767.000000 Penalty: 5143.901367
	Iteration 30Q: 3 clusters Score -4720767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4720776.500000 Penalty: 5143.901367
	Iteration 31Q: 3 clusters Score -4720776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4720778.000000 Penalty: 5143.901367
	Iteration 32Q: 3 clusters Score -4720778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4720786.500000 Penalty: 5143.901367
	Iteration 33Q: 3 clusters Score -4720786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4720788.500000 Penalty: 5143.901367
	Iteration 34Q: 3 clusters Score -4720788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4720793.500000 Penalty: 5143.901367
	Iteration 35Q: 3 clusters Score -4720794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4720799.000000 Penalty: 5143.901367
	Iteration 36Q: 3 clusters Score -4720799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4720802.500000 Penalty: 5143.901367
	Iteration 37Q: 3 clusters Score -4720802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4720801.500000 Penalty: 5143.901367
	Iteration 38Q: 3 clusters Score -4720802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4720801.000000 Penalty: 5143.901367
	Iteration 39Q: 3 clusters Score -4720801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4720803.000000 Penalty: 5143.901367
	Iteration 40F: 3 clusters Score -4720803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4720802.500000 Penalty: 5143.901367
	Iteration 41Q: 3 clusters Score -4720802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4720804.000000 Penalty: 5143.901367
	Iteration 42Q: 3 clusters Score -4720804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4720804.000000 Penalty: 5143.901367
	Iteration 43F: 3 clusters Score -4720804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Entering Unmasked Estep 
Score: -2134220.000000 Penalty: 2384.372314
	Iteration 0F: 2 clusters Score -2134220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2123422.000000 Penalty: 4768.744629
	Iteration 0F: 3 clusters Score -2123422 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2126927.750000 Penalty: 4768.744629
	Iteration 1F: 3 clusters Score -2126928 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2127372.250000 Penalty: 4768.744629
	Iteration 2F: 3 clusters Score -2127372 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2127729.000000 Penalty: 4768.744629
	Iteration 3F: 3 clusters Score -2127729 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2128112.250000 Penalty: 4768.744629
	Iteration 4Q: 3 clusters Score -2128112 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2128571.250000 Penalty: 4768.744629
	Iteration 5F: 3 clusters Score -2128571 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2129014.000000 Penalty: 4768.744629
	Iteration 6Q: 3 clusters Score -2129014 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2129482.750000 Penalty: 4768.744629
	Iteration 7Q: 3 clusters Score -2129483 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2129993.500000 Penalty: 4768.744629
	Iteration 8Q: 3 clusters Score -2129994 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2130495.250000 Penalty: 4768.744629
	Iteration 9Q: 3 clusters Score -2130495 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2130959.000000 Penalty: 4768.744629
	Iteration 10Q: 3 clusters Score -2130959 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2131352.000000 Penalty: 4768.744629
	Iteration 11Q: 3 clusters Score -2131352 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2131651.000000 Penalty: 4768.744629
	Iteration 12Q: 3 clusters Score -2131651 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2131856.500000 Penalty: 4768.744629
	Iteration 13Q: 3 clusters Score -2131856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2132042.750000 Penalty: 4768.744629
	Iteration 14Q: 3 clusters Score -2132043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2132232.500000 Penalty: 4768.744629
	Iteration 15Q: 3 clusters Score -2132232 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2132412.250000 Penalty: 4768.744629
	Iteration 16Q: 3 clusters Score -2132412 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2132540.750000 Penalty: 4768.744629
	Iteration 17Q: 3 clusters Score -2132541 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2132634.000000 Penalty: 4768.744629
	Iteration 18Q: 3 clusters Score -2132634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2132675.250000 Penalty: 4768.744629
	Iteration 19Q: 3 clusters Score -2132675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2132705.750000 Penalty: 4768.744629
	Iteration 20F: 3 clusters Score -2132706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2132717.750000 Penalty: 4768.744629
	Iteration 21Q: 3 clusters Score -2132718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2132719.500000 Penalty: 4768.744629
	Iteration 22Q: 3 clusters Score -2132720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2132725.750000 Penalty: 4768.744629
	Iteration 23Q: 3 clusters Score -2132726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2132733.500000 Penalty: 4768.744629
	Iteration 24Q: 3 clusters Score -2132734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2132739.000000 Penalty: 4768.744629
	Iteration 25Q: 3 clusters Score -2132739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2132741.500000 Penalty: 4768.744629
	Iteration 26Q: 3 clusters Score -2132742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2132743.250000 Penalty: 4768.744629
	Iteration 27Q: 3 clusters Score -2132743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2132745.500000 Penalty: 4768.744629
	Iteration 28Q: 3 clusters Score -2132746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2132746.250000 Penalty: 4768.744629
	Iteration 29Q: 3 clusters Score -2132746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2132744.000000 Penalty: 4768.744629
	Iteration 30Q: 3 clusters Score -2132744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2132746.250000 Penalty: 4768.744629
	Iteration 31Q: 3 clusters Score -2132746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2132741.000000 Penalty: 4768.744629
	Iteration 32Q: 3 clusters Score -2132741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2132747.500000 Penalty: 4768.744629
	Iteration 33Q: 3 clusters Score -2132748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2132747.000000 Penalty: 4768.744629
	Iteration 34Q: 3 clusters Score -2132747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2132745.500000 Penalty: 4768.744629
	Iteration 35Q: 3 clusters Score -2132746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2132747.250000 Penalty: 4768.744629
	Iteration 36Q: 3 clusters Score -2132747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2132748.750000 Penalty: 4768.744629
	Iteration 37Q: 3 clusters Score -2132749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2132753.000000 Penalty: 4768.744629
	Iteration 38Q: 3 clusters Score -2132753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2132754.000000 Penalty: 4768.744629
	Iteration 39Q: 3 clusters Score -2132754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2132753.500000 Penalty: 4768.744629
	Iteration 40F: 3 clusters Score -2132754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2132752.750000 Penalty: 4768.744629
	Iteration 41Q: 3 clusters Score -2132753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2132753.750000 Penalty: 4768.744629
	Iteration 42Q: 3 clusters Score -2132754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2132752.000000 Penalty: 4768.744629
	Iteration 43Q: 3 clusters Score -2132752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2132753.500000 Penalty: 4768.744629
	Iteration 44Q: 3 clusters Score -2132754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2132757.250000 Penalty: 4768.744629
	Iteration 45Q: 3 clusters Score -2132757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2132759.250000 Penalty: 4768.744629
	Iteration 46Q: 3 clusters Score -2132759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2132759.250000 Penalty: 4768.744629
	Iteration 47F: 3 clusters Score -2132759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -840660.750000 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -840660.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -835626.937500 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -835626.9 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -836949.875000 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -836949.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -837221.812500 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -837221.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -837380.500000 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -837380.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -837471.375000 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -837471.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -837542.312500 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -837542.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -837607.562500 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -837607.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -837655.687500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -837655.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -837707.937500 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -837707.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -837764.000000 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -837764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -837817.250000 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -837817.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -837876.812500 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -837876.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -837932.750000 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -837932.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -837994.437500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -837994.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -838062.937500 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -838062.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -838125.812500 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -838125.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -838201.125000 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -838201.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -838265.000000 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -838265 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -838326.500000 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -838326.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -838380.812500 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -838380.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -838427.000000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -838427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -838472.250000 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -838472.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -838520.562500 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -838520.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -838560.937500 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -838560.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -838605.000000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -838605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -838655.562500 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -838655.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -838704.312500 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -838704.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -838736.437500 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -838736.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -838761.125000 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -838761.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -838783.125000 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -838783.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -838803.250000 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -838803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -838822.312500 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -838822.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -838829.437500 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -838829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -838832.937500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -838832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -838835.312500 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -838835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -838837.062500 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -838837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -838840.812500 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -838840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -838844.375000 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -838844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -838848.125000 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -838848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -838848.750000 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -838848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -838850.875000 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -838850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -838853.625000 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -838853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -838855.312500 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -838855.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -838862.187500 Penalty: 4299.851562
	Iteration 43Q: 3 clusters Score -838862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -838864.250000 Penalty: 4299.851562
	Iteration 44Q: 3 clusters Score -838864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -838865.562500 Penalty: 4299.851562
	Iteration 45Q: 3 clusters Score -838865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -838865.375000 Penalty: 4299.851562
	Iteration 46Q: 3 clusters Score -838865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -838867.375000 Penalty: 4299.851562
	Iteration 47Q: 3 clusters Score -838867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -838869.437500 Penalty: 4299.851562
	Iteration 48Q: 3 clusters Score -838869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -838876.625000 Penalty: 4299.851562
	Iteration 49Q: 3 clusters Score -838876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -838879.437500 Penalty: 4299.851562
	Iteration 50Q: 3 clusters Score -838879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -838880.937500 Penalty: 4299.851562
	Iteration 51Q: 3 clusters Score -838880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -838880.312500 Penalty: 4299.851562
	Iteration 52Q: 3 clusters Score -838880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -838882.312500 Penalty: 4299.851562
	Iteration 53Q: 3 clusters Score -838882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -838884.437500 Penalty: 4299.851562
	Iteration 54Q: 3 clusters Score -838884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -838887.312500 Penalty: 4299.851562
	Iteration 55Q: 3 clusters Score -838887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -838887.312500 Penalty: 4299.851562
	Iteration 56F: 3 clusters Score -838887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (199820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199820 members 
Entering Unmasked Estep 
Score: -29250118.000000 Penalty: 3026.882812
	Iteration 0F: 2 clusters Score -2.925012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -29124784.000000 Penalty: 6053.765625
	Iteration 0F: 3 clusters Score -2.912478e+07 nChanged 96220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -29180668.000000 Penalty: 6053.765625
	Iteration 1F: 3 clusters Score -2.918067e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -29181578.000000 Penalty: 6053.765625
	Iteration 2Q: 3 clusters Score -2.918158e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -29183068.000000 Penalty: 6053.765625
	Iteration 3Q: 3 clusters Score -2.918307e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -29185124.000000 Penalty: 6053.765625
	Iteration 4Q: 3 clusters Score -2.918512e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -29188236.000000 Penalty: 6053.765625
	Iteration 5Q: 3 clusters Score -2.918824e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -29194100.000000 Penalty: 6053.765625
	Iteration 6F: 3 clusters Score -2.91941e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -29202532.000000 Penalty: 6053.765625
	Iteration 7F: 3 clusters Score -2.920253e+07 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -29213678.000000 Penalty: 6053.765625
	Iteration 8F: 3 clusters Score -2.921368e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -29225254.000000 Penalty: 6053.765625
	Iteration 9F: 3 clusters Score -2.922525e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -29234542.000000 Penalty: 6053.765625
	Iteration 10F: 3 clusters Score -2.923454e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -29239230.000000 Penalty: 6053.765625
	Iteration 11Q: 3 clusters Score -2.923923e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -29241542.000000 Penalty: 6053.765625
	Iteration 12Q: 3 clusters Score -2.924154e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 172510 members 
Entering Unmasked Estep 
Score: -29242970.000000 Penalty: 6053.765625
	Iteration 13Q: 3 clusters Score -2.924297e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -29244172.000000 Penalty: 6053.765625
	Iteration 14Q: 3 clusters Score -2.924417e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -29245210.000000 Penalty: 6053.765625
	Iteration 15Q: 3 clusters Score -2.924521e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -29246170.000000 Penalty: 6053.765625
	Iteration 16Q: 3 clusters Score -2.924617e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -29247024.000000 Penalty: 6053.765625
	Iteration 17Q: 3 clusters Score -2.924702e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 181578 members 
Entering Unmasked Estep 
Score: -29247750.000000 Penalty: 6053.765625
	Iteration 18Q: 3 clusters Score -2.924775e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -29248436.000000 Penalty: 6053.765625
	Iteration 19Q: 3 clusters Score -2.924844e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -29248830.000000 Penalty: 6053.765625
	Iteration 20F: 3 clusters Score -2.924883e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 187252 members 
Entering Unmasked Estep 
Score: -29249084.000000 Penalty: 6053.765625
	Iteration 21Q: 3 clusters Score -2.924908e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 188957 members 
Entering Unmasked Estep 
Score: -29249500.000000 Penalty: 6053.765625
	Iteration 22Q: 3 clusters Score -2.92495e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 190540 members 
Entering Unmasked Estep 
Score: -29249804.000000 Penalty: 6053.765625
	Iteration 23Q: 3 clusters Score -2.92498e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 191959 members 
Entering Unmasked Estep 
Score: -29249926.000000 Penalty: 6053.765625
	Iteration 24Q: 3 clusters Score -2.924993e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -29249978.000000 Penalty: 6053.765625
	Iteration 25Q: 3 clusters Score -2.924998e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 194235 members 
Entering Unmasked Estep 
Score: -29249960.000000 Penalty: 6053.765625
	Iteration 26Q: 3 clusters Score -2.924996e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 195130 members 
Entering Unmasked Estep 
Score: -29249932.000000 Penalty: 6053.765625
	Iteration 27Q: 3 clusters Score -2.924993e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 195893 members 
Entering Unmasked Estep 
Score: -29249590.000000 Penalty: 6053.765625
	Iteration 28Q: 3 clusters Score -2.924959e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 196513 members 
Entering Unmasked Estep 
Score: -29249490.000000 Penalty: 6053.765625
	Iteration 29Q: 3 clusters Score -2.924949e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 196984 members 
Entering Unmasked Estep 
Score: -29249334.000000 Penalty: 6053.765625
	Iteration 30Q: 3 clusters Score -2.924933e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 197351 members 
Entering Unmasked Estep 
Score: -29249128.000000 Penalty: 6053.765625
	Iteration 31Q: 3 clusters Score -2.924913e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 197638 members 
Entering Unmasked Estep 
Score: -29248926.000000 Penalty: 6053.765625
	Iteration 32Q: 3 clusters Score -2.924893e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 197880 members 
Entering Unmasked Estep 
Score: -29248806.000000 Penalty: 6053.765625
	Iteration 33Q: 3 clusters Score -2.924881e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 198076 members 
Entering Unmasked Estep 
Score: -29248702.000000 Penalty: 6053.765625
	Iteration 34Q: 3 clusters Score -2.92487e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 198238 members 
Entering Unmasked Estep 
Score: -29248612.000000 Penalty: 6053.765625
	Iteration 35Q: 3 clusters Score -2.924861e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 198357 members 
Entering Unmasked Estep 
Score: -29248534.000000 Penalty: 6053.765625
	Iteration 36Q: 3 clusters Score -2.924853e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 198459 members 
Entering Unmasked Estep 
Score: -29248500.000000 Penalty: 6053.765625
	Iteration 37Q: 3 clusters Score -2.92485e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 198542 members 
Entering Unmasked Estep 
Score: -29248484.000000 Penalty: 6053.765625
	Iteration 38Q: 3 clusters Score -2.924848e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 198617 members 
Entering Unmasked Estep 
Score: -29248444.000000 Penalty: 6053.765625
	Iteration 39Q: 3 clusters Score -2.924844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 198676 members 
Entering Unmasked Estep 
Score: -29248406.000000 Penalty: 6053.765625
	Iteration 40F: 3 clusters Score -2.924841e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 198731 members 
Entering Unmasked Estep 
Score: -29248400.000000 Penalty: 6053.765625
	Iteration 41Q: 3 clusters Score -2.92484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 198766 members 
Entering Unmasked Estep 
Score: -29248418.000000 Penalty: 6053.765625
	Iteration 42Q: 3 clusters Score -2.924842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -29248442.000000 Penalty: 6053.765625
	Iteration 43Q: 3 clusters Score -2.924844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 198831 members 
Entering Unmasked Estep 
Score: -29248400.000000 Penalty: 6053.765625
	Iteration 44Q: 3 clusters Score -2.92484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 198849 members 
Entering Unmasked Estep 
Score: -29248402.000000 Penalty: 6053.765625
	Iteration 45Q: 3 clusters Score -2.92484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -29248364.000000 Penalty: 6053.765625
	Iteration 46Q: 3 clusters Score -2.924836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 198883 members 
Entering Unmasked Estep 
Score: -29248384.000000 Penalty: 6053.765625
	Iteration 47Q: 3 clusters Score -2.924838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 198893 members 
Entering Unmasked Estep 
Score: -29248376.000000 Penalty: 6053.765625
	Iteration 48Q: 3 clusters Score -2.924838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 198910 members 
Entering Unmasked Estep 
Score: -29248382.000000 Penalty: 6053.765625
	Iteration 49Q: 3 clusters Score -2.924838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 198919 members 
Entering Unmasked Estep 
Score: -29248368.000000 Penalty: 6053.765625
	Iteration 50Q: 3 clusters Score -2.924837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 198927 members 
Entering Unmasked Estep 
Score: -29248368.000000 Penalty: 6053.765625
	Iteration 51Q: 3 clusters Score -2.924837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 198933 members 
Entering Unmasked Estep 
Score: -29248354.000000 Penalty: 6053.765625
	Iteration 52Q: 3 clusters Score -2.924835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 198941 members 
Entering Unmasked Estep 
Score: -29248372.000000 Penalty: 6053.765625
	Iteration 53Q: 3 clusters Score -2.924837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 198954 members 
Entering Unmasked Estep 
Score: -29248368.000000 Penalty: 6053.765625
	Iteration 54Q: 3 clusters Score -2.924837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 198967 members 
Entering Unmasked Estep 
Score: -29248344.000000 Penalty: 6053.765625
	Iteration 55Q: 3 clusters Score -2.924834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 198972 members 
Entering Unmasked Estep 
Score: -29248344.000000 Penalty: 6053.765625
	Iteration 56Q: 3 clusters Score -2.924834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -29248320.000000 Penalty: 6053.765625
	Iteration 57Q: 3 clusters Score -2.924832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 198983 members 
Entering Unmasked Estep 
Score: -29248344.000000 Penalty: 6053.765625
	Iteration 58Q: 3 clusters Score -2.924834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -29248334.000000 Penalty: 6053.765625
	Iteration 59Q: 3 clusters Score -2.924833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 198990 members 
Entering Unmasked Estep 
Score: -29248310.000000 Penalty: 6053.765625
	Iteration 60F: 3 clusters Score -2.924831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 198993 members 
Entering Unmasked Estep 
Score: -29248306.000000 Penalty: 6053.765625
	Iteration 61Q: 3 clusters Score -2.924831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 198998 members 
Entering Unmasked Estep 
Score: -29248304.000000 Penalty: 6053.765625
	Iteration 62Q: 3 clusters Score -2.92483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 199006 members 
Entering Unmasked Estep 
Score: -29248294.000000 Penalty: 6053.765625
	Iteration 63Q: 3 clusters Score -2.924829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 199013 members 
Entering Unmasked Estep 
Score: -29248284.000000 Penalty: 6053.765625
	Iteration 64Q: 3 clusters Score -2.924828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 199022 members 
Entering Unmasked Estep 
Score: -29248282.000000 Penalty: 6053.765625
	Iteration 65Q: 3 clusters Score -2.924828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 199027 members 
Entering Unmasked Estep 
Score: -29248284.000000 Penalty: 6053.765625
	Iteration 66Q: 3 clusters Score -2.924828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 199031 members 
Entering Unmasked Estep 
Score: -29248272.000000 Penalty: 6053.765625
	Iteration 67Q: 3 clusters Score -2.924827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 199039 members 
Entering Unmasked Estep 
Score: -29248260.000000 Penalty: 6053.765625
	Iteration 68Q: 3 clusters Score -2.924826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 199042 members 
Entering Unmasked Estep 
Score: -29248270.000000 Penalty: 6053.765625
	Iteration 69Q: 3 clusters Score -2.924827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -29248268.000000 Penalty: 6053.765625
	Iteration 70Q: 3 clusters Score -2.924827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 199048 members 
Entering Unmasked Estep 
Score: -29248260.000000 Penalty: 6053.765625
	Iteration 71Q: 3 clusters Score -2.924826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 199051 members 
Entering Unmasked Estep 
Score: -29248252.000000 Penalty: 6053.765625
	Iteration 72Q: 3 clusters Score -2.924825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -29248270.000000 Penalty: 6053.765625
	Iteration 73Q: 3 clusters Score -2.924827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 199056 members 
Entering Unmasked Estep 
Score: -29248246.000000 Penalty: 6053.765625
	Iteration 74Q: 3 clusters Score -2.924825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 199060 members 
Entering Unmasked Estep 
Score: -29248256.000000 Penalty: 6053.765625
	Iteration 75Q: 3 clusters Score -2.924826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 199062 members 
Entering Unmasked Estep 
Score: -29248254.000000 Penalty: 6053.765625
	Iteration 76Q: 3 clusters Score -2.924825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 199064 members 
Entering Unmasked Estep 
Score: -29248250.000000 Penalty: 6053.765625
	Iteration 77Q: 3 clusters Score -2.924825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 199066 members 
Entering Unmasked Estep 
Score: -29248250.000000 Penalty: 6053.765625
	Iteration 78Q: 3 clusters Score -2.924825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 199069 members 
Entering Unmasked Estep 
Score: -29248256.000000 Penalty: 6053.765625
	Iteration 79Q: 3 clusters Score -2.924826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 199072 members 
Entering Unmasked Estep 
Score: -29248246.000000 Penalty: 6053.765625
	Iteration 80F: 3 clusters Score -2.924825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 199073 members 
Entering Unmasked Estep 
Score: -29248250.000000 Penalty: 6053.765625
	Iteration 81Q: 3 clusters Score -2.924825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 199074 members 
Entering Unmasked Estep 
Score: -29248252.000000 Penalty: 6053.765625
	Iteration 82Q: 3 clusters Score -2.924825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 199075 members 
Entering Unmasked Estep 
Score: -29248258.000000 Penalty: 6053.765625
	Iteration 83Q: 3 clusters Score -2.924826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 199078 members 
Entering Unmasked Estep 
Score: -29248260.000000 Penalty: 6053.765625
	Iteration 84Q: 3 clusters Score -2.924826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 199085 members 
Entering Unmasked Estep 
Score: -29248230.000000 Penalty: 6053.765625
	Iteration 85Q: 3 clusters Score -2.924823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 199091 members 
Entering Unmasked Estep 
Score: -29248242.000000 Penalty: 6053.765625
	Iteration 86Q: 3 clusters Score -2.924824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 199100 members 
Entering Unmasked Estep 
Score: -29248218.000000 Penalty: 6053.765625
	Iteration 87Q: 3 clusters Score -2.924822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
Score: -29248214.000000 Penalty: 6053.765625
	Iteration 88Q: 3 clusters Score -2.924821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 199117 members 
Entering Unmasked Estep 
Score: -29248218.000000 Penalty: 6053.765625
	Iteration 89Q: 3 clusters Score -2.924822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 199128 members 
Entering Unmasked Estep 
Score: -29248222.000000 Penalty: 6053.765625
	Iteration 90Q: 3 clusters Score -2.924822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 199138 members 
Entering Unmasked Estep 
Score: -29248244.000000 Penalty: 6053.765625
	Iteration 91Q: 3 clusters Score -2.924824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 199150 members 
Entering Unmasked Estep 
Score: -29248240.000000 Penalty: 6053.765625
	Iteration 92Q: 3 clusters Score -2.924824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 199160 members 
Entering Unmasked Estep 
Score: -29248238.000000 Penalty: 6053.765625
	Iteration 93Q: 3 clusters Score -2.924824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 199164 members 
Entering Unmasked Estep 
Score: -29248242.000000 Penalty: 6053.765625
	Iteration 94Q: 3 clusters Score -2.924824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 199170 members 
Entering Unmasked Estep 
Score: -29248216.000000 Penalty: 6053.765625
	Iteration 95Q: 3 clusters Score -2.924822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 199173 members 
Entering Unmasked Estep 
Score: -29248212.000000 Penalty: 6053.765625
	Iteration 96Q: 3 clusters Score -2.924821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 199180 members 
Entering Unmasked Estep 
Score: -29248212.000000 Penalty: 6053.765625
	Iteration 97Q: 3 clusters Score -2.924821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 199188 members 
Entering Unmasked Estep 
Score: -29248214.000000 Penalty: 6053.765625
	Iteration 98Q: 3 clusters Score -2.924821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -29248216.000000 Penalty: 6053.765625
	Iteration 99Q: 3 clusters Score -2.924822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 199198 members 
Entering Unmasked Estep 
Score: -29248220.000000 Penalty: 6053.765625
	Iteration 100F: 3 clusters Score -2.924822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 199202 members 
Entering Unmasked Estep 
Score: -29248200.000000 Penalty: 6053.765625
	Iteration 101Q: 3 clusters Score -2.92482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -29248216.000000 Penalty: 6053.765625
	Iteration 102Q: 3 clusters Score -2.924822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 199212 members 
Entering Unmasked Estep 
Score: -29248194.000000 Penalty: 6053.765625
	Iteration 103Q: 3 clusters Score -2.924819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 199214 members 
Entering Unmasked Estep 
Score: -29248204.000000 Penalty: 6053.765625
	Iteration 104Q: 3 clusters Score -2.92482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 199214 members 
Entering Unmasked Estep 
Score: -29248204.000000 Penalty: 6053.765625
	Iteration 105F: 3 clusters Score -2.92482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (85466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Entering Unmasked Estep 
Score: -12607868.000000 Penalty: 2816.256836
	Iteration 0F: 2 clusters Score -1.260787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -12551059.000000 Penalty: 5632.513672
	Iteration 0F: 3 clusters Score -1.255106e+07 nChanged 40226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -12573951.000000 Penalty: 5632.513672
	Iteration 1F: 3 clusters Score -1.257395e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -12575306.000000 Penalty: 5632.513672
	Iteration 2Q: 3 clusters Score -1.257531e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -12576802.000000 Penalty: 5632.513672
	Iteration 3Q: 3 clusters Score -1.25768e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -12578857.000000 Penalty: 5632.513672
	Iteration 4Q: 3 clusters Score -1.257886e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -12581778.000000 Penalty: 5632.513672
	Iteration 5F: 3 clusters Score -1.258178e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -12585922.000000 Penalty: 5632.513672
	Iteration 6F: 3 clusters Score -1.258592e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -12591100.000000 Penalty: 5632.513672
	Iteration 7F: 3 clusters Score -1.25911e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -12596524.000000 Penalty: 5632.513672
	Iteration 8F: 3 clusters Score -1.259652e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -12601469.000000 Penalty: 5632.513672
	Iteration 9F: 3 clusters Score -1.260147e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -12605035.000000 Penalty: 5632.513672
	Iteration 10Q: 3 clusters Score -1.260504e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -12606943.000000 Penalty: 5632.513672
	Iteration 11Q: 3 clusters Score -1.260694e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -12607785.000000 Penalty: 5632.513672
	Iteration 12Q: 3 clusters Score -1.260778e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -12608172.000000 Penalty: 5632.513672
	Iteration 13Q: 3 clusters Score -1.260817e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -12608437.000000 Penalty: 5632.513672
	Iteration 14Q: 3 clusters Score -1.260844e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -12608539.000000 Penalty: 5632.513672
	Iteration 15Q: 3 clusters Score -1.260854e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -12608587.000000 Penalty: 5632.513672
	Iteration 16Q: 3 clusters Score -1.260859e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -12608626.000000 Penalty: 5632.513672
	Iteration 17Q: 3 clusters Score -1.260863e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12608672.000000 Penalty: 5632.513672
	Iteration 18Q: 3 clusters Score -1.260867e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -12608706.000000 Penalty: 5632.513672
	Iteration 19Q: 3 clusters Score -1.260871e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -12608713.000000 Penalty: 5632.513672
	Iteration 20F: 3 clusters Score -1.260871e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -12608717.000000 Penalty: 5632.513672
	Iteration 21Q: 3 clusters Score -1.260872e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -12608721.000000 Penalty: 5632.513672
	Iteration 22Q: 3 clusters Score -1.260872e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -12608739.000000 Penalty: 5632.513672
	Iteration 23Q: 3 clusters Score -1.260874e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -12608767.000000 Penalty: 5632.513672
	Iteration 24Q: 3 clusters Score -1.260877e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -12608764.000000 Penalty: 5632.513672
	Iteration 25Q: 3 clusters Score -1.260876e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -12608753.000000 Penalty: 5632.513672
	Iteration 26Q: 3 clusters Score -1.260875e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -12608770.000000 Penalty: 5632.513672
	Iteration 27Q: 3 clusters Score -1.260877e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -12608784.000000 Penalty: 5632.513672
	Iteration 28Q: 3 clusters Score -1.260878e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -12608788.000000 Penalty: 5632.513672
	Iteration 29Q: 3 clusters Score -1.260879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -12608780.000000 Penalty: 5632.513672
	Iteration 30Q: 3 clusters Score -1.260878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -12608795.000000 Penalty: 5632.513672
	Iteration 31Q: 3 clusters Score -1.26088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -12608799.000000 Penalty: 5632.513672
	Iteration 32Q: 3 clusters Score -1.26088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -12608810.000000 Penalty: 5632.513672
	Iteration 33Q: 3 clusters Score -1.260881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -12608806.000000 Penalty: 5632.513672
	Iteration 34Q: 3 clusters Score -1.260881e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -12608837.000000 Penalty: 5632.513672
	Iteration 35Q: 3 clusters Score -1.260884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -12608838.000000 Penalty: 5632.513672
	Iteration 36Q: 3 clusters Score -1.260884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -12608843.000000 Penalty: 5632.513672
	Iteration 37Q: 3 clusters Score -1.260884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -12608833.000000 Penalty: 5632.513672
	Iteration 38Q: 3 clusters Score -1.260883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -12608831.000000 Penalty: 5632.513672
	Iteration 39Q: 3 clusters Score -1.260883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -12608822.000000 Penalty: 5632.513672
	Iteration 40F: 3 clusters Score -1.260882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -12608822.000000 Penalty: 5632.513672
	Iteration 41Q: 3 clusters Score -1.260882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -12608825.000000 Penalty: 5632.513672
	Iteration 42Q: 3 clusters Score -1.260882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -12608832.000000 Penalty: 5632.513672
	Iteration 43Q: 3 clusters Score -1.260883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -12608816.000000 Penalty: 5632.513672
	Iteration 44Q: 3 clusters Score -1.260882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -12608820.000000 Penalty: 5632.513672
	Iteration 45Q: 3 clusters Score -1.260882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -12608803.000000 Penalty: 5632.513672
	Iteration 46Q: 3 clusters Score -1.26088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -12608813.000000 Penalty: 5632.513672
	Iteration 47Q: 3 clusters Score -1.260881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -12608811.000000 Penalty: 5632.513672
	Iteration 48Q: 3 clusters Score -1.260881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -12608811.000000 Penalty: 5632.513672
	Iteration 49F: 3 clusters Score -1.260881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34587 members 
Mstep: Class 3 contains 138643 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 35656 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14979 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 199820 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 70330 members 
Entering Unmasked Estep 
Score: -128946888.000000 Penalty: 95245.046875
Splitting cluster 21 changes total score from -128946216.000000 to -128946888.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -2188031.750000 Penalty: 2385.231934
	Iteration 0F: 2 clusters Score -2188032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2177074.250000 Penalty: 4770.463867
	Iteration 0F: 3 clusters Score -2177074 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2180445.000000 Penalty: 4770.463867
	Iteration 1F: 3 clusters Score -2180445 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2180777.500000 Penalty: 4770.463867
	Iteration 2F: 3 clusters Score -2180778 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2181019.250000 Penalty: 4770.463867
	Iteration 3Q: 3 clusters Score -2181019 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2181220.500000 Penalty: 4770.463867
	Iteration 4Q: 3 clusters Score -2181220 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2181378.000000 Penalty: 4770.463867
	Iteration 5Q: 3 clusters Score -2181378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2181501.750000 Penalty: 4770.463867
	Iteration 6Q: 3 clusters Score -2181502 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2181622.250000 Penalty: 4770.463867
	Iteration 7Q: 3 clusters Score -2181622 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2181751.750000 Penalty: 4770.463867
	Iteration 8Q: 3 clusters Score -2181752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2181895.500000 Penalty: 4770.463867
	Iteration 9Q: 3 clusters Score -2181896 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2182077.750000 Penalty: 4770.463867
	Iteration 10Q: 3 clusters Score -2182078 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2182286.750000 Penalty: 4770.463867
	Iteration 11Q: 3 clusters Score -2182287 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2182551.750000 Penalty: 4770.463867
	Iteration 12Q: 3 clusters Score -2182552 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2182844.250000 Penalty: 4770.463867
	Iteration 13Q: 3 clusters Score -2182844 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2183160.000000 Penalty: 4770.463867
	Iteration 14Q: 3 clusters Score -2183160 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2183496.250000 Penalty: 4770.463867
	Iteration 15Q: 3 clusters Score -2183496 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2183886.500000 Penalty: 4770.463867
	Iteration 16Q: 3 clusters Score -2183886 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2184266.250000 Penalty: 4770.463867
	Iteration 17Q: 3 clusters Score -2184266 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2184622.000000 Penalty: 4770.463867
	Iteration 18Q: 3 clusters Score -2184622 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2184912.000000 Penalty: 4770.463867
	Iteration 19Q: 3 clusters Score -2184912 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2185151.500000 Penalty: 4770.463867
	Iteration 20F: 3 clusters Score -2185152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2185317.250000 Penalty: 4770.463867
	Iteration 21Q: 3 clusters Score -2185317 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2185449.000000 Penalty: 4770.463867
	Iteration 22Q: 3 clusters Score -2185449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2185544.500000 Penalty: 4770.463867
	Iteration 23Q: 3 clusters Score -2185544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2185600.750000 Penalty: 4770.463867
	Iteration 24Q: 3 clusters Score -2185601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2185654.000000 Penalty: 4770.463867
	Iteration 25Q: 3 clusters Score -2185654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2185692.250000 Penalty: 4770.463867
	Iteration 26Q: 3 clusters Score -2185692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2185718.500000 Penalty: 4770.463867
	Iteration 27Q: 3 clusters Score -2185718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2185749.500000 Penalty: 4770.463867
	Iteration 28Q: 3 clusters Score -2185750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2185769.500000 Penalty: 4770.463867
	Iteration 29Q: 3 clusters Score -2185770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2185786.750000 Penalty: 4770.463867
	Iteration 30Q: 3 clusters Score -2185787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2185803.000000 Penalty: 4770.463867
	Iteration 31Q: 3 clusters Score -2185803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2185810.250000 Penalty: 4770.463867
	Iteration 32Q: 3 clusters Score -2185810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2185823.750000 Penalty: 4770.463867
	Iteration 33Q: 3 clusters Score -2185824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 4770.463867
	Iteration 34Q: 3 clusters Score -2185833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2185842.250000 Penalty: 4770.463867
	Iteration 35Q: 3 clusters Score -2185842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2185848.500000 Penalty: 4770.463867
	Iteration 36Q: 3 clusters Score -2185848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2185851.750000 Penalty: 4770.463867
	Iteration 37Q: 3 clusters Score -2185852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2185858.250000 Penalty: 4770.463867
	Iteration 38Q: 3 clusters Score -2185858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2185865.250000 Penalty: 4770.463867
	Iteration 39Q: 3 clusters Score -2185865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2185865.500000 Penalty: 4770.463867
	Iteration 40F: 3 clusters Score -2185866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2185869.250000 Penalty: 4770.463867
	Iteration 41Q: 3 clusters Score -2185869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2185876.000000 Penalty: 4770.463867
	Iteration 42Q: 3 clusters Score -2185876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2185881.250000 Penalty: 4770.463867
	Iteration 43Q: 3 clusters Score -2185881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2185889.000000 Penalty: 4770.463867
	Iteration 44Q: 3 clusters Score -2185889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2185894.000000 Penalty: 4770.463867
	Iteration 45Q: 3 clusters Score -2185894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2185895.250000 Penalty: 4770.463867
	Iteration 46Q: 3 clusters Score -2185895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2185896.500000 Penalty: 4770.463867
	Iteration 47Q: 3 clusters Score -2185896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2185896.000000 Penalty: 4770.463867
	Iteration 48Q: 3 clusters Score -2185896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2185900.250000 Penalty: 4770.463867
	Iteration 49Q: 3 clusters Score -2185900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2185906.250000 Penalty: 4770.463867
	Iteration 50Q: 3 clusters Score -2185906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2185906.750000 Penalty: 4770.463867
	Iteration 51Q: 3 clusters Score -2185907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2185907.750000 Penalty: 4770.463867
	Iteration 52Q: 3 clusters Score -2185908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2185911.500000 Penalty: 4770.463867
	Iteration 53Q: 3 clusters Score -2185912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2185912.500000 Penalty: 4770.463867
	Iteration 54Q: 3 clusters Score -2185912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2185914.000000 Penalty: 4770.463867
	Iteration 55Q: 3 clusters Score -2185914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2185916.750000 Penalty: 4770.463867
	Iteration 56Q: 3 clusters Score -2185917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2185915.750000 Penalty: 4770.463867
	Iteration 57Q: 3 clusters Score -2185916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2185916.250000 Penalty: 4770.463867
	Iteration 58Q: 3 clusters Score -2185916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2185916.250000 Penalty: 4770.463867
	Iteration 59F: 3 clusters Score -2185916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26323.746094 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -26323.75 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 150 members 
Entering Unmasked Estep 
Score: -25250.902344 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -25250.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25381.937500 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -25381.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25419.679688 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -25419.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25426.556641 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -25426.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25428.685547 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25428.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25430.281250 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25430.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25432.373047 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -25432.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25444.794922 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -25444.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25448.037109 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -25448.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25451.052734 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -25451.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25455.548828 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -25455.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25461.146484 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -25461.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25463.814453 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -25463.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25466.876953 Penalty: 2794.855469
	Iteration 13Q: 3 clusters Score -25466.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25466.876953 Penalty: 2794.855469
	Iteration 14F: 3 clusters Score -25466.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -127785.882812 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -127785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125927.625000 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -125927.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126330.039062 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -126330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126687.187500 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -126687.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -127028.304688 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -127028.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127205.921875 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -127205.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127347.671875 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -127347.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127550.320312 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -127550.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127816.671875 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -127816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128015.062500 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -128015.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128174.687500 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -128174.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128303.890625 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -128303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128343.734375 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -128343.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128351.679688 Penalty: 3415.212646
	Iteration 12F: 3 clusters Score -128351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128452.609375 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -128452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128457.710938 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -128457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128457.710938 Penalty: 3415.212646
	Iteration 15F: 3 clusters Score -128457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34587 members 
Mstep: Class 3 contains 138643 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 35656 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14979 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 199820 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 70330 members 
Mstep: Class 29 contains 557 members 
Entering Unmasked Estep 
Score: -128945896.000000 Penalty: 98646.656250
Splitting cluster 24 changes total score from -128946216.000000 to -128945896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -40585.105469 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -40585.11 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 192 members 
Entering Unmasked Estep 
Score: -39293.789062 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39293.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39580.035156 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39580.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39822.824219 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -39822.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39876.535156 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -39876.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39909.457031 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -39909.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39957.585938 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -39957.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39995.437500 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -39995.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40066.964844 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40066.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40095.750000 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40095.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40143.085938 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40143.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40196.710938 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40196.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40220.191406 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -40220.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40222.597656 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -40222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40227.644531 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -40227.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40230.445312 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -40230.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40238.058594 Penalty: 2920.883301
	Iteration 15Q: 3 clusters Score -40238.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40251.820312 Penalty: 2920.883301
	Iteration 16Q: 3 clusters Score -40251.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40267.609375 Penalty: 2920.883301
	Iteration 17Q: 3 clusters Score -40267.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40276.582031 Penalty: 2920.883301
	Iteration 18Q: 3 clusters Score -40276.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40281.121094 Penalty: 2920.883301
	Iteration 19F: 3 clusters Score -40281.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40322.859375 Penalty: 2920.883301
	Iteration 20F: 3 clusters Score -40322.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40345.652344 Penalty: 2920.883301
	Iteration 21Q: 3 clusters Score -40345.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40394.695312 Penalty: 2920.883301
	Iteration 22Q: 3 clusters Score -40394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40418.281250 Penalty: 2920.883301
	Iteration 23Q: 3 clusters Score -40418.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40423.003906 Penalty: 2920.883301
	Iteration 24Q: 3 clusters Score -40423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40440.085938 Penalty: 2920.883301
	Iteration 25Q: 3 clusters Score -40440.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40452.789062 Penalty: 2920.883301
	Iteration 26Q: 3 clusters Score -40452.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40462.437500 Penalty: 2920.883301
	Iteration 27Q: 3 clusters Score -40462.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40462.437500 Penalty: 2920.883301
	Iteration 28F: 3 clusters Score -40462.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (114481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Entering Unmasked Estep 
Score: -16805022.000000 Penalty: 2888.744629
	Iteration 0F: 2 clusters Score -1.680502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -16730323.000000 Penalty: 5777.489258
	Iteration 0F: 3 clusters Score -1.673032e+07 nChanged 54285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -16761064.000000 Penalty: 5777.489258
	Iteration 1F: 3 clusters Score -1.676106e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -16762009.000000 Penalty: 5777.489258
	Iteration 2Q: 3 clusters Score -1.676201e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -16763173.000000 Penalty: 5777.489258
	Iteration 3Q: 3 clusters Score -1.676317e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -16764558.000000 Penalty: 5777.489258
	Iteration 4Q: 3 clusters Score -1.676456e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -16766623.000000 Penalty: 5777.489258
	Iteration 5Q: 3 clusters Score -1.676662e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -16769422.000000 Penalty: 5777.489258
	Iteration 6Q: 3 clusters Score -1.676942e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -16773514.000000 Penalty: 5777.489258
	Iteration 7F: 3 clusters Score -1.677351e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -16778952.000000 Penalty: 5777.489258
	Iteration 8F: 3 clusters Score -1.677895e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -16785178.000000 Penalty: 5777.489258
	Iteration 9F: 3 clusters Score -1.678518e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -16790930.000000 Penalty: 5777.489258
	Iteration 10F: 3 clusters Score -1.679093e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -16795744.000000 Penalty: 5777.489258
	Iteration 11F: 3 clusters Score -1.679574e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108634 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -16798876.000000 Penalty: 5777.489258
	Iteration 12Q: 3 clusters Score -1.679888e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -16800628.000000 Penalty: 5777.489258
	Iteration 13Q: 3 clusters Score -1.680063e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16801656.000000 Penalty: 5777.489258
	Iteration 14Q: 3 clusters Score -1.680166e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16802080.000000 Penalty: 5777.489258
	Iteration 15Q: 3 clusters Score -1.680208e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16802280.000000 Penalty: 5777.489258
	Iteration 16Q: 3 clusters Score -1.680228e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16802360.000000 Penalty: 5777.489258
	Iteration 17Q: 3 clusters Score -1.680236e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16802414.000000 Penalty: 5777.489258
	Iteration 18Q: 3 clusters Score -1.680241e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113866 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16802454.000000 Penalty: 5777.489258
	Iteration 19Q: 3 clusters Score -1.680245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16802498.000000 Penalty: 5777.489258
	Iteration 20F: 3 clusters Score -1.68025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16802534.000000 Penalty: 5777.489258
	Iteration 21Q: 3 clusters Score -1.680253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113952 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16802536.000000 Penalty: 5777.489258
	Iteration 22Q: 3 clusters Score -1.680254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -16802546.000000 Penalty: 5777.489258
	Iteration 23Q: 3 clusters Score -1.680255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16802538.000000 Penalty: 5777.489258
	Iteration 24Q: 3 clusters Score -1.680254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16802534.000000 Penalty: 5777.489258
	Iteration 25Q: 3 clusters Score -1.680253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16802556.000000 Penalty: 5777.489258
	Iteration 26Q: 3 clusters Score -1.680256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16802562.000000 Penalty: 5777.489258
	Iteration 27Q: 3 clusters Score -1.680256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16802578.000000 Penalty: 5777.489258
	Iteration 28Q: 3 clusters Score -1.680258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16802566.000000 Penalty: 5777.489258
	Iteration 29Q: 3 clusters Score -1.680257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16802574.000000 Penalty: 5777.489258
	Iteration 30Q: 3 clusters Score -1.680257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114007 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16802572.000000 Penalty: 5777.489258
	Iteration 31Q: 3 clusters Score -1.680257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16802570.000000 Penalty: 5777.489258
	Iteration 32Q: 3 clusters Score -1.680257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16802572.000000 Penalty: 5777.489258
	Iteration 33Q: 3 clusters Score -1.680257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16802566.000000 Penalty: 5777.489258
	Iteration 34Q: 3 clusters Score -1.680257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16802564.000000 Penalty: 5777.489258
	Iteration 35Q: 3 clusters Score -1.680256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16802562.000000 Penalty: 5777.489258
	Iteration 36Q: 3 clusters Score -1.680256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16802576.000000 Penalty: 5777.489258
	Iteration 37Q: 3 clusters Score -1.680258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16802578.000000 Penalty: 5777.489258
	Iteration 38Q: 3 clusters Score -1.680258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16802574.000000 Penalty: 5777.489258
	Iteration 39Q: 3 clusters Score -1.680257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16802568.000000 Penalty: 5777.489258
	Iteration 40F: 3 clusters Score -1.680257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16802574.000000 Penalty: 5777.489258
	Iteration 41Q: 3 clusters Score -1.680257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16802574.000000 Penalty: 5777.489258
	Iteration 42Q: 3 clusters Score -1.680257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16802572.000000 Penalty: 5777.489258
	Iteration 43Q: 3 clusters Score -1.680257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16802580.000000 Penalty: 5777.489258
	Iteration 44Q: 3 clusters Score -1.680258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16802580.000000 Penalty: 5777.489258
	Iteration 45Q: 3 clusters Score -1.680258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16802578.000000 Penalty: 5777.489258
	Iteration 46Q: 3 clusters Score -1.680258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16802590.000000 Penalty: 5777.489258
	Iteration 47Q: 3 clusters Score -1.680259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16802590.000000 Penalty: 5777.489258
	Iteration 48F: 3 clusters Score -1.680259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100645.140625 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -100645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98926.039062 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -98926.04 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99312.921875 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -99312.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99521.000000 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -99521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99688.859375 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -99688.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99843.328125 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -99843.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100023.218750 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -100023.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100316.210938 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -100316.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100533.054688 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -100533.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100747.257812 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -100747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100916.039062 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -100916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100920.710938 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -100920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100924.625000 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -100924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100935.234375 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -100935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100952.195312 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -100952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100963.296875 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -100963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100969.687500 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -100969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100969.687500 Penalty: 3312.457520
	Iteration 16F: 3 clusters Score -100969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34587 members 
Mstep: Class 3 contains 138643 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 35656 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14979 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 199820 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 491 members 
Mstep: Class 28 contains 70330 members 
Mstep: Class 29 contains 304 members 
Entering Unmasked Estep 
Score: -128945336.000000 Penalty: 98646.656250
Splitting cluster 27 changes total score from -128946216.000000 to -128945336.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 34587 members 
Mstep: Class 3 contains 138643 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 35656 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 40171 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14979 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 199820 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114481 members 
Mstep: Class 27 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950592.000000 Penalty: 95245.046875
Iteration 199Q: 29 clusters Score -1.289506e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 34604 members 
Mstep: Class 3 contains 139599 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 35655 members 
Mstep: Class 8 contains 44908 members 
Mstep: Class 9 contains 40172 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 3236 members 
Mstep: Class 12 contains 42101 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42203 members 
Mstep: Class 17 contains 32095 members 
Mstep: Class 18 contains 15004 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 201035 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 15188 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115461 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 66182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952816.000000 Penalty: 95245.046875
Iteration 200F: 29 clusters Score -1.289528e+08 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 34632 members 
Mstep: Class 3 contains 140122 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 35608 members 
Mstep: Class 8 contains 44921 members 
Mstep: Class 9 contains 40173 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 42018 members 
Mstep: Class 13 contains 2772 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42207 members 
Mstep: Class 17 contains 32161 members 
Mstep: Class 18 contains 15030 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 200714 members 
Mstep: Class 21 contains 15478 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115916 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 65262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953680.000000 Penalty: 95245.046875
Iteration 201Q: 29 clusters Score -1.289537e+08 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 34637 members 
Mstep: Class 3 contains 140514 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 13340 members 
Mstep: Class 7 contains 35534 members 
Mstep: Class 8 contains 44897 members 
Mstep: Class 9 contains 40177 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 41997 members 
Mstep: Class 13 contains 2771 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42188 members 
Mstep: Class 17 contains 32235 members 
Mstep: Class 18 contains 15050 members 
Mstep: Class 19 contains 5822 members 
Mstep: Class 20 contains 200487 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 15498 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116394 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 64330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954360.000000 Penalty: 95245.046875
Iteration 202Q: 29 clusters Score -1.289544e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 34656 members 
Mstep: Class 3 contains 140838 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 13344 members 
Mstep: Class 7 contains 35437 members 
Mstep: Class 8 contains 44858 members 
Mstep: Class 9 contains 40187 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 41989 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 4047 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42154 members 
Mstep: Class 17 contains 32291 members 
Mstep: Class 18 contains 15065 members 
Mstep: Class 19 contains 5822 members 
Mstep: Class 20 contains 200349 members 
Mstep: Class 21 contains 15805 members 
Mstep: Class 22 contains 15689 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116827 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 63450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955064.000000 Penalty: 95245.046875
Iteration 203Q: 29 clusters Score -1.289551e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 34681 members 
Mstep: Class 3 contains 141113 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 13341 members 
Mstep: Class 7 contains 35306 members 
Mstep: Class 8 contains 44849 members 
Mstep: Class 9 contains 40194 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42120 members 
Mstep: Class 17 contains 32338 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 5822 members 
Mstep: Class 20 contains 200273 members 
Mstep: Class 21 contains 15929 members 
Mstep: Class 22 contains 15900 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117120 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 62719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955112.000000 Penalty: 95245.046875
Iteration 204Q: 29 clusters Score -1.289551e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 34691 members 
Mstep: Class 3 contains 141303 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13344 members 
Mstep: Class 7 contains 35221 members 
Mstep: Class 8 contains 44834 members 
Mstep: Class 9 contains 40205 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 41992 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42105 members 
Mstep: Class 17 contains 32373 members 
Mstep: Class 18 contains 15118 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200233 members 
Mstep: Class 21 contains 16006 members 
Mstep: Class 22 contains 16105 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117344 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 62097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955048.000000 Penalty: 95245.046875
Iteration 205Q: 29 clusters Score -1.28955e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 34697 members 
Mstep: Class 3 contains 141446 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 35135 members 
Mstep: Class 8 contains 44833 members 
Mstep: Class 9 contains 40216 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42085 members 
Mstep: Class 17 contains 32394 members 
Mstep: Class 18 contains 15141 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200207 members 
Mstep: Class 21 contains 16076 members 
Mstep: Class 22 contains 16288 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117524 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 61579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955008.000000 Penalty: 95245.046875
Iteration 206Q: 29 clusters Score -1.28955e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 34702 members 
Mstep: Class 3 contains 141574 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 35069 members 
Mstep: Class 8 contains 44817 members 
Mstep: Class 9 contains 40228 members 
Mstep: Class 10 contains 6922 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 42011 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 4037 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42074 members 
Mstep: Class 17 contains 32392 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200177 members 
Mstep: Class 21 contains 16139 members 
Mstep: Class 22 contains 16479 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117650 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 61157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 95245.046875
Iteration 207Q: 29 clusters Score -1.289551e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 141690 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 34972 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 40237 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 42012 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 4034 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42062 members 
Mstep: Class 17 contains 32398 members 
Mstep: Class 18 contains 15165 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200161 members 
Mstep: Class 21 contains 16172 members 
Mstep: Class 22 contains 16701 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117694 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 60844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955352.000000 Penalty: 95245.046875
Iteration 208Q: 29 clusters Score -1.289554e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 34728 members 
Mstep: Class 3 contains 141738 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 34896 members 
Mstep: Class 8 contains 44790 members 
Mstep: Class 9 contains 40243 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 42028 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 32390 members 
Mstep: Class 18 contains 15165 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200143 members 
Mstep: Class 21 contains 16191 members 
Mstep: Class 22 contains 16939 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117747 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 60579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955064.000000 Penalty: 95245.046875
Iteration 209Q: 29 clusters Score -1.289551e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 34732 members 
Mstep: Class 3 contains 141786 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 34780 members 
Mstep: Class 8 contains 44791 members 
Mstep: Class 9 contains 40262 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 42036 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42050 members 
Mstep: Class 17 contains 32379 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 200139 members 
Mstep: Class 21 contains 16195 members 
Mstep: Class 22 contains 17212 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117763 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 60369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955584.000000 Penalty: 95245.046875
Iteration 210Q: 29 clusters Score -1.289556e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 141813 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 34649 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 40280 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42038 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 200146 members 
Mstep: Class 21 contains 16197 members 
Mstep: Class 22 contains 17509 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117758 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 60176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955552.000000 Penalty: 95245.046875
Iteration 211Q: 29 clusters Score -1.289556e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 34745 members 
Mstep: Class 3 contains 141827 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13382 members 
Mstep: Class 7 contains 34534 members 
Mstep: Class 8 contains 44803 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 3199 members 
Mstep: Class 12 contains 42055 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42026 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 15080 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 200149 members 
Mstep: Class 21 contains 16202 members 
Mstep: Class 22 contains 17807 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117748 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 60017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955696.000000 Penalty: 95245.046875
Iteration 212Q: 29 clusters Score -1.289557e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 34745 members 
Mstep: Class 3 contains 141810 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 34393 members 
Mstep: Class 8 contains 44798 members 
Mstep: Class 9 contains 40303 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 42074 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 42016 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 15045 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 200159 members 
Mstep: Class 21 contains 16214 members 
Mstep: Class 22 contains 18114 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117724 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955768.000000 Penalty: 95245.046875
Iteration 213Q: 29 clusters Score -1.289558e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 34742 members 
Mstep: Class 3 contains 141808 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 10243 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 34232 members 
Mstep: Class 8 contains 44789 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 42087 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 4016 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41999 members 
Mstep: Class 17 contains 32358 members 
Mstep: Class 18 contains 14998 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 200165 members 
Mstep: Class 21 contains 16226 members 
Mstep: Class 22 contains 18453 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117687 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955920.000000 Penalty: 95245.046875
Iteration 214Q: 29 clusters Score -1.289559e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 34743 members 
Mstep: Class 3 contains 141774 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 5 contains 10243 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 34105 members 
Mstep: Class 8 contains 44780 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 3195 members 
Mstep: Class 12 contains 42104 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41983 members 
Mstep: Class 17 contains 32360 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 200165 members 
Mstep: Class 21 contains 16240 members 
Mstep: Class 22 contains 18775 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117637 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955776.000000 Penalty: 95245.046875
Iteration 215Q: 29 clusters Score -1.289558e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 34742 members 
Mstep: Class 3 contains 141732 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 33990 members 
Mstep: Class 8 contains 44770 members 
Mstep: Class 9 contains 40347 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 42115 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4011 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41973 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 200168 members 
Mstep: Class 21 contains 16254 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117600 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956072.000000 Penalty: 95245.046875
Iteration 216Q: 29 clusters Score -1.289561e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 34744 members 
Mstep: Class 3 contains 141655 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 10244 members 
Mstep: Class 6 contains 13393 members 
Mstep: Class 7 contains 33864 members 
Mstep: Class 8 contains 44759 members 
Mstep: Class 9 contains 40360 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4010 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 32354 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200197 members 
Mstep: Class 21 contains 16264 members 
Mstep: Class 22 contains 19402 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117571 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956096.000000 Penalty: 95245.046875
Iteration 217Q: 29 clusters Score -1.289561e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 141570 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 33713 members 
Mstep: Class 8 contains 44756 members 
Mstep: Class 9 contains 40368 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 32346 members 
Mstep: Class 18 contains 14817 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200230 members 
Mstep: Class 21 contains 16266 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117535 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956304.000000 Penalty: 95245.046875
Iteration 218Q: 29 clusters Score -1.289563e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 141446 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 13389 members 
Mstep: Class 7 contains 33584 members 
Mstep: Class 8 contains 44767 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 32350 members 
Mstep: Class 18 contains 14779 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200288 members 
Mstep: Class 21 contains 16266 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117481 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956360.000000 Penalty: 95245.046875
Iteration 219Q: 29 clusters Score -1.289564e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 34752 members 
Mstep: Class 3 contains 141357 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 13384 members 
Mstep: Class 7 contains 33493 members 
Mstep: Class 8 contains 44763 members 
Mstep: Class 9 contains 40395 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41929 members 
Mstep: Class 17 contains 32350 members 
Mstep: Class 18 contains 14745 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200329 members 
Mstep: Class 21 contains 16262 members 
Mstep: Class 22 contains 20369 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117405 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956360.000000 Penalty: 95245.046875
Iteration 220F: 29 clusters Score -1.289564e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 34754 members 
Mstep: Class 3 contains 141298 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 33446 members 
Mstep: Class 8 contains 44770 members 
Mstep: Class 9 contains 40412 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3190 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41920 members 
Mstep: Class 17 contains 32343 members 
Mstep: Class 18 contains 14697 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200311 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 20642 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117349 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956536.000000 Penalty: 95245.046875
Iteration 221Q: 29 clusters Score -1.289565e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 34761 members 
Mstep: Class 3 contains 141206 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 33400 members 
Mstep: Class 8 contains 44785 members 
Mstep: Class 9 contains 40426 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 3189 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41904 members 
Mstep: Class 17 contains 32337 members 
Mstep: Class 18 contains 14630 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200313 members 
Mstep: Class 21 contains 16254 members 
Mstep: Class 22 contains 20931 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117290 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956456.000000 Penalty: 95245.046875
Iteration 222Q: 29 clusters Score -1.289565e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 141111 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 33363 members 
Mstep: Class 8 contains 44794 members 
Mstep: Class 9 contains 40441 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41888 members 
Mstep: Class 17 contains 32333 members 
Mstep: Class 18 contains 14584 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200322 members 
Mstep: Class 21 contains 16262 members 
Mstep: Class 22 contains 21194 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117216 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956456.000000 Penalty: 95245.046875
Iteration 223Q: 29 clusters Score -1.289565e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 141029 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10248 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 33330 members 
Mstep: Class 8 contains 44797 members 
Mstep: Class 9 contains 40450 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41867 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 14530 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200300 members 
Mstep: Class 21 contains 16261 members 
Mstep: Class 22 contains 21474 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117165 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956464.000000 Penalty: 95245.046875
Iteration 224Q: 29 clusters Score -1.289565e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 34776 members 
Mstep: Class 3 contains 140954 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 33302 members 
Mstep: Class 8 contains 44803 members 
Mstep: Class 9 contains 40456 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41848 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 14493 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200276 members 
Mstep: Class 21 contains 16261 members 
Mstep: Class 22 contains 21711 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117115 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956544.000000 Penalty: 95245.046875
Iteration 225Q: 29 clusters Score -1.289565e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 34786 members 
Mstep: Class 3 contains 140884 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 33323 members 
Mstep: Class 8 contains 44808 members 
Mstep: Class 9 contains 40464 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41818 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 18 contains 14437 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 200240 members 
Mstep: Class 21 contains 16264 members 
Mstep: Class 22 contains 21926 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117083 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956760.000000 Penalty: 95245.046875
Iteration 226Q: 29 clusters Score -1.289568e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 34789 members 
Mstep: Class 3 contains 140791 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 10242 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 33359 members 
Mstep: Class 8 contains 44806 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 42179 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41793 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 200208 members 
Mstep: Class 21 contains 16264 members 
Mstep: Class 22 contains 22145 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117043 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956792.000000 Penalty: 95245.046875
Iteration 227Q: 29 clusters Score -1.289568e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 34794 members 
Mstep: Class 3 contains 140707 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 33388 members 
Mstep: Class 8 contains 44806 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 42191 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41770 members 
Mstep: Class 17 contains 32324 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200180 members 
Mstep: Class 21 contains 16269 members 
Mstep: Class 22 contains 22331 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117021 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956880.000000 Penalty: 95245.046875
Iteration 228Q: 29 clusters Score -1.289569e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 34801 members 
Mstep: Class 3 contains 140621 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 33410 members 
Mstep: Class 8 contains 44799 members 
Mstep: Class 9 contains 40476 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 42208 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41736 members 
Mstep: Class 17 contains 32333 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200189 members 
Mstep: Class 21 contains 16269 members 
Mstep: Class 22 contains 22494 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117001 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956912.000000 Penalty: 95245.046875
Iteration 229Q: 29 clusters Score -1.289569e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 34806 members 
Mstep: Class 3 contains 140522 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13353 members 
Mstep: Class 7 contains 33431 members 
Mstep: Class 8 contains 44799 members 
Mstep: Class 9 contains 40480 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 42213 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41704 members 
Mstep: Class 17 contains 32341 members 
Mstep: Class 18 contains 14224 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200188 members 
Mstep: Class 21 contains 16273 members 
Mstep: Class 22 contains 22636 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117011 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956976.000000 Penalty: 95245.046875
Iteration 230Q: 29 clusters Score -1.28957e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 34811 members 
Mstep: Class 3 contains 140431 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 33471 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 40485 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 42211 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41685 members 
Mstep: Class 17 contains 32349 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 200168 members 
Mstep: Class 21 contains 16277 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117026 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 59001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957000.000000 Penalty: 95245.046875
Iteration 231Q: 29 clusters Score -1.28957e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 34814 members 
Mstep: Class 3 contains 140355 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13353 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 42222 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41664 members 
Mstep: Class 17 contains 32361 members 
Mstep: Class 18 contains 14144 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 200143 members 
Mstep: Class 21 contains 16278 members 
Mstep: Class 22 contains 22862 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117032 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957056.000000 Penalty: 95245.046875
Iteration 232Q: 29 clusters Score -1.289571e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 34819 members 
Mstep: Class 3 contains 140287 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 33582 members 
Mstep: Class 8 contains 44801 members 
Mstep: Class 9 contains 40488 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 42217 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41646 members 
Mstep: Class 17 contains 32374 members 
Mstep: Class 18 contains 14094 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 200102 members 
Mstep: Class 21 contains 16279 members 
Mstep: Class 22 contains 22982 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117033 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957208.000000 Penalty: 95245.046875
Iteration 233Q: 29 clusters Score -1.289572e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 34825 members 
Mstep: Class 3 contains 140205 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 33639 members 
Mstep: Class 8 contains 44804 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 42207 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41622 members 
Mstep: Class 17 contains 32385 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200103 members 
Mstep: Class 21 contains 16279 members 
Mstep: Class 22 contains 23087 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117023 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957272.000000 Penalty: 95245.046875
Iteration 234Q: 29 clusters Score -1.289573e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 34828 members 
Mstep: Class 3 contains 140112 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 33709 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 42190 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41592 members 
Mstep: Class 17 contains 32380 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200148 members 
Mstep: Class 21 contains 16282 members 
Mstep: Class 22 contains 23178 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117014 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957176.000000 Penalty: 95245.046875
Iteration 235Q: 29 clusters Score -1.289572e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34832 members 
Mstep: Class 3 contains 140034 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 44801 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 42182 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41572 members 
Mstep: Class 17 contains 32388 members 
Mstep: Class 18 contains 13999 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200141 members 
Mstep: Class 21 contains 16276 members 
Mstep: Class 22 contains 23242 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117006 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957240.000000 Penalty: 95245.046875
Iteration 236Q: 29 clusters Score -1.289572e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34837 members 
Mstep: Class 3 contains 139962 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 33853 members 
Mstep: Class 8 contains 44797 members 
Mstep: Class 9 contains 40485 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 32398 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200150 members 
Mstep: Class 21 contains 16283 members 
Mstep: Class 22 contains 23302 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117003 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957248.000000 Penalty: 95245.046875
Iteration 237Q: 29 clusters Score -1.289572e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 139882 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 10237 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 33922 members 
Mstep: Class 8 contains 44802 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41535 members 
Mstep: Class 17 contains 32417 members 
Mstep: Class 18 contains 13963 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200147 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 23357 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117000 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957248.000000 Penalty: 95245.046875
Iteration 238Q: 29 clusters Score -1.289572e+08 nChanged 473
Entering ConstructFrom: 
Score: -128957248.000000 Penalty: 95245.046875
Entering ConstructFrom: 
Trying to split cluster 1 (14110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Entering Unmasked Estep 
Score: -1876619.375000 Penalty: 2369.550537
	Iteration 0F: 2 clusters Score -1876619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1866356.500000 Penalty: 4739.101074
	Iteration 0F: 3 clusters Score -1866356 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1869678.250000 Penalty: 4739.101074
	Iteration 1F: 3 clusters Score -1869678 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1870184.250000 Penalty: 4739.101074
	Iteration 2F: 3 clusters Score -1870184 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1870630.375000 Penalty: 4739.101074
	Iteration 3F: 3 clusters Score -1870630 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1871006.000000 Penalty: 4739.101074
	Iteration 4F: 3 clusters Score -1871006 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1871348.125000 Penalty: 4739.101074
	Iteration 5Q: 3 clusters Score -1871348 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1871643.750000 Penalty: 4739.101074
	Iteration 6Q: 3 clusters Score -1871644 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1871891.875000 Penalty: 4739.101074
	Iteration 7Q: 3 clusters Score -1871892 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1872111.125000 Penalty: 4739.101074
	Iteration 8Q: 3 clusters Score -1872111 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1872300.625000 Penalty: 4739.101074
	Iteration 9Q: 3 clusters Score -1872301 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1872462.000000 Penalty: 4739.101074
	Iteration 10Q: 3 clusters Score -1872462 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1872609.250000 Penalty: 4739.101074
	Iteration 11Q: 3 clusters Score -1872609 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1872749.500000 Penalty: 4739.101074
	Iteration 12Q: 3 clusters Score -1872750 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1872879.750000 Penalty: 4739.101074
	Iteration 13Q: 3 clusters Score -1872880 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1873024.125000 Penalty: 4739.101074
	Iteration 14Q: 3 clusters Score -1873024 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1873157.250000 Penalty: 4739.101074
	Iteration 15Q: 3 clusters Score -1873157 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1873267.750000 Penalty: 4739.101074
	Iteration 16Q: 3 clusters Score -1873268 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1873375.125000 Penalty: 4739.101074
	Iteration 17Q: 3 clusters Score -1873375 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1873500.625000 Penalty: 4739.101074
	Iteration 18Q: 3 clusters Score -1873501 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1873606.500000 Penalty: 4739.101074
	Iteration 19Q: 3 clusters Score -1873606 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1873678.375000 Penalty: 4739.101074
	Iteration 20F: 3 clusters Score -1873678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1873757.000000 Penalty: 4739.101074
	Iteration 21Q: 3 clusters Score -1873757 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1873843.500000 Penalty: 4739.101074
	Iteration 22Q: 3 clusters Score -1873844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1873937.625000 Penalty: 4739.101074
	Iteration 23Q: 3 clusters Score -1873938 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1874037.125000 Penalty: 4739.101074
	Iteration 24Q: 3 clusters Score -1874037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1874130.000000 Penalty: 4739.101074
	Iteration 25Q: 3 clusters Score -1874130 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1874229.750000 Penalty: 4739.101074
	Iteration 26Q: 3 clusters Score -1874230 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1874313.125000 Penalty: 4739.101074
	Iteration 27Q: 3 clusters Score -1874313 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1874401.375000 Penalty: 4739.101074
	Iteration 28Q: 3 clusters Score -1874401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1874473.250000 Penalty: 4739.101074
	Iteration 29Q: 3 clusters Score -1874473 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1874530.375000 Penalty: 4739.101074
	Iteration 30Q: 3 clusters Score -1874530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1874574.625000 Penalty: 4739.101074
	Iteration 31Q: 3 clusters Score -1874575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1874607.500000 Penalty: 4739.101074
	Iteration 32Q: 3 clusters Score -1874608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1874629.875000 Penalty: 4739.101074
	Iteration 33Q: 3 clusters Score -1874630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1874653.750000 Penalty: 4739.101074
	Iteration 34Q: 3 clusters Score -1874654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1874672.625000 Penalty: 4739.101074
	Iteration 35Q: 3 clusters Score -1874673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1874703.250000 Penalty: 4739.101074
	Iteration 36Q: 3 clusters Score -1874703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1874718.750000 Penalty: 4739.101074
	Iteration 37Q: 3 clusters Score -1874719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1874730.375000 Penalty: 4739.101074
	Iteration 38Q: 3 clusters Score -1874730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1874738.750000 Penalty: 4739.101074
	Iteration 39Q: 3 clusters Score -1874739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1874745.125000 Penalty: 4739.101074
	Iteration 40F: 3 clusters Score -1874745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1874757.250000 Penalty: 4739.101074
	Iteration 41Q: 3 clusters Score -1874757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1874770.875000 Penalty: 4739.101074
	Iteration 42Q: 3 clusters Score -1874771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1874780.375000 Penalty: 4739.101074
	Iteration 43Q: 3 clusters Score -1874780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1874788.000000 Penalty: 4739.101074
	Iteration 44Q: 3 clusters Score -1874788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1874795.250000 Penalty: 4739.101074
	Iteration 45Q: 3 clusters Score -1874795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1874800.625000 Penalty: 4739.101074
	Iteration 46Q: 3 clusters Score -1874801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1874814.000000 Penalty: 4739.101074
	Iteration 47Q: 3 clusters Score -1874814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1874821.000000 Penalty: 4739.101074
	Iteration 48Q: 3 clusters Score -1874821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1874826.500000 Penalty: 4739.101074
	Iteration 49Q: 3 clusters Score -1874826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1874834.375000 Penalty: 4739.101074
	Iteration 50Q: 3 clusters Score -1874834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1874834.875000 Penalty: 4739.101074
	Iteration 51Q: 3 clusters Score -1874835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1874842.250000 Penalty: 4739.101074
	Iteration 52Q: 3 clusters Score -1874842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1874845.375000 Penalty: 4739.101074
	Iteration 53Q: 3 clusters Score -1874845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1874846.250000 Penalty: 4739.101074
	Iteration 54Q: 3 clusters Score -1874846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1874847.000000 Penalty: 4739.101074
	Iteration 55Q: 3 clusters Score -1874847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1874854.000000 Penalty: 4739.101074
	Iteration 56Q: 3 clusters Score -1874854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1874853.375000 Penalty: 4739.101074
	Iteration 57Q: 3 clusters Score -1874853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1874857.375000 Penalty: 4739.101074
	Iteration 58Q: 3 clusters Score -1874857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1874861.125000 Penalty: 4739.101074
	Iteration 59Q: 3 clusters Score -1874861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1874861.750000 Penalty: 4739.101074
	Iteration 60F: 3 clusters Score -1874862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1874862.000000 Penalty: 4739.101074
	Iteration 61Q: 3 clusters Score -1874862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1874862.000000 Penalty: 4739.101074
	Iteration 62F: 3 clusters Score -1874862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Entering Unmasked Estep 
Score: -4949265.000000 Penalty: 2593.741699
	Iteration 0F: 2 clusters Score -4949265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4925465.500000 Penalty: 5187.483398
	Iteration 0F: 3 clusters Score -4925466 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4934229.500000 Penalty: 5187.483398
	Iteration 1F: 3 clusters Score -4934230 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4934750.500000 Penalty: 5187.483398
	Iteration 2Q: 3 clusters Score -4934750 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4935278.000000 Penalty: 5187.483398
	Iteration 3Q: 3 clusters Score -4935278 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4935905.500000 Penalty: 5187.483398
	Iteration 4Q: 3 clusters Score -4935906 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4936735.500000 Penalty: 5187.483398
	Iteration 5Q: 3 clusters Score -4936736 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4937904.000000 Penalty: 5187.483398
	Iteration 6F: 3 clusters Score -4937904 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4939617.000000 Penalty: 5187.483398
	Iteration 7F: 3 clusters Score -4939617 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4941831.000000 Penalty: 5187.483398
	Iteration 8F: 3 clusters Score -4941831 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4943997.500000 Penalty: 5187.483398
	Iteration 9F: 3 clusters Score -4943998 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4945546.500000 Penalty: 5187.483398
	Iteration 10Q: 3 clusters Score -4945546 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4946286.000000 Penalty: 5187.483398
	Iteration 11Q: 3 clusters Score -4946286 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4946632.000000 Penalty: 5187.483398
	Iteration 12Q: 3 clusters Score -4946632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4946795.500000 Penalty: 5187.483398
	Iteration 13Q: 3 clusters Score -4946796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4946881.000000 Penalty: 5187.483398
	Iteration 14Q: 3 clusters Score -4946881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4946940.500000 Penalty: 5187.483398
	Iteration 15Q: 3 clusters Score -4946940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4946974.000000 Penalty: 5187.483398
	Iteration 16Q: 3 clusters Score -4946974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4946991.500000 Penalty: 5187.483398
	Iteration 17Q: 3 clusters Score -4946992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4947015.000000 Penalty: 5187.483398
	Iteration 18Q: 3 clusters Score -4947015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4947020.500000 Penalty: 5187.483398
	Iteration 19Q: 3 clusters Score -4947020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4947022.000000 Penalty: 5187.483398
	Iteration 20F: 3 clusters Score -4947022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (139799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Entering Unmasked Estep 
Score: -20503126.000000 Penalty: 2938.294434
	Iteration 0F: 2 clusters Score -2.050313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -20412532.000000 Penalty: 5876.588867
	Iteration 0F: 3 clusters Score -2.041253e+07 nChanged 66700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -20451710.000000 Penalty: 5876.588867
	Iteration 1F: 3 clusters Score -2.045171e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -20453198.000000 Penalty: 5876.588867
	Iteration 2Q: 3 clusters Score -2.04532e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -20455410.000000 Penalty: 5876.588867
	Iteration 3Q: 3 clusters Score -2.045541e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -20459618.000000 Penalty: 5876.588867
	Iteration 4F: 3 clusters Score -2.045962e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -20466536.000000 Penalty: 5876.588867
	Iteration 5F: 3 clusters Score -2.046654e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -20476150.000000 Penalty: 5876.588867
	Iteration 6F: 3 clusters Score -2.047615e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -20486534.000000 Penalty: 5876.588867
	Iteration 7F: 3 clusters Score -2.048653e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -20494560.000000 Penalty: 5876.588867
	Iteration 8F: 3 clusters Score -2.049456e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -20498618.000000 Penalty: 5876.588867
	Iteration 9Q: 3 clusters Score -2.049862e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -20500594.000000 Penalty: 5876.588867
	Iteration 10Q: 3 clusters Score -2.050059e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -20501262.000000 Penalty: 5876.588867
	Iteration 11Q: 3 clusters Score -2.050126e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -20501596.000000 Penalty: 5876.588867
	Iteration 12Q: 3 clusters Score -2.05016e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -20501644.000000 Penalty: 5876.588867
	Iteration 13Q: 3 clusters Score -2.050164e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -20501816.000000 Penalty: 5876.588867
	Iteration 14Q: 3 clusters Score -2.050182e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -20501880.000000 Penalty: 5876.588867
	Iteration 15Q: 3 clusters Score -2.050188e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -20501950.000000 Penalty: 5876.588867
	Iteration 16Q: 3 clusters Score -2.050195e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -20501956.000000 Penalty: 5876.588867
	Iteration 17Q: 3 clusters Score -2.050196e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -20501920.000000 Penalty: 5876.588867
	Iteration 18Q: 3 clusters Score -2.050192e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20501852.000000 Penalty: 5876.588867
	Iteration 19Q: 3 clusters Score -2.050185e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -20501874.000000 Penalty: 5876.588867
	Iteration 20F: 3 clusters Score -2.050187e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20501914.000000 Penalty: 5876.588867
	Iteration 21Q: 3 clusters Score -2.050191e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20501910.000000 Penalty: 5876.588867
	Iteration 22Q: 3 clusters Score -2.050191e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137623 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20501902.000000 Penalty: 5876.588867
	Iteration 23Q: 3 clusters Score -2.05019e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137727 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -20501896.000000 Penalty: 5876.588867
	Iteration 24Q: 3 clusters Score -2.05019e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137818 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20501894.000000 Penalty: 5876.588867
	Iteration 25Q: 3 clusters Score -2.050189e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20501898.000000 Penalty: 5876.588867
	Iteration 26Q: 3 clusters Score -2.05019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137951 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -20501892.000000 Penalty: 5876.588867
	Iteration 27Q: 3 clusters Score -2.050189e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20501866.000000 Penalty: 5876.588867
	Iteration 28Q: 3 clusters Score -2.050187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138038 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20501870.000000 Penalty: 5876.588867
	Iteration 29Q: 3 clusters Score -2.050187e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138075 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -20501880.000000 Penalty: 5876.588867
	Iteration 30Q: 3 clusters Score -2.050188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20501864.000000 Penalty: 5876.588867
	Iteration 31Q: 3 clusters Score -2.050186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138118 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20501866.000000 Penalty: 5876.588867
	Iteration 32Q: 3 clusters Score -2.050187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138134 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20501862.000000 Penalty: 5876.588867
	Iteration 33Q: 3 clusters Score -2.050186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20501856.000000 Penalty: 5876.588867
	Iteration 34Q: 3 clusters Score -2.050186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -20501856.000000 Penalty: 5876.588867
	Iteration 35Q: 3 clusters Score -2.050186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20501828.000000 Penalty: 5876.588867
	Iteration 36Q: 3 clusters Score -2.050183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138196 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20501826.000000 Penalty: 5876.588867
	Iteration 37Q: 3 clusters Score -2.050183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20501828.000000 Penalty: 5876.588867
	Iteration 38Q: 3 clusters Score -2.050183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20501820.000000 Penalty: 5876.588867
	Iteration 39Q: 3 clusters Score -2.050182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -20501828.000000 Penalty: 5876.588867
	Iteration 40F: 3 clusters Score -2.050183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -20501822.000000 Penalty: 5876.588867
	Iteration 41Q: 3 clusters Score -2.050182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138261 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -20501798.000000 Penalty: 5876.588867
	Iteration 42Q: 3 clusters Score -2.05018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -20501806.000000 Penalty: 5876.588867
	Iteration 43Q: 3 clusters Score -2.050181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20501796.000000 Penalty: 5876.588867
	Iteration 44Q: 3 clusters Score -2.05018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20501802.000000 Penalty: 5876.588867
	Iteration 45Q: 3 clusters Score -2.05018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20501814.000000 Penalty: 5876.588867
	Iteration 46Q: 3 clusters Score -2.050181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -20501794.000000 Penalty: 5876.588867
	Iteration 47Q: 3 clusters Score -2.050179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138303 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20501800.000000 Penalty: 5876.588867
	Iteration 48Q: 3 clusters Score -2.05018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138308 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20501812.000000 Penalty: 5876.588867
	Iteration 49Q: 3 clusters Score -2.050181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138313 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -20501798.000000 Penalty: 5876.588867
	Iteration 50Q: 3 clusters Score -2.05018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138318 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20501812.000000 Penalty: 5876.588867
	Iteration 51Q: 3 clusters Score -2.050181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20501810.000000 Penalty: 5876.588867
	Iteration 52Q: 3 clusters Score -2.050181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20501806.000000 Penalty: 5876.588867
	Iteration 53Q: 3 clusters Score -2.050181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20501798.000000 Penalty: 5876.588867
	Iteration 54Q: 3 clusters Score -2.05018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20501812.000000 Penalty: 5876.588867
	Iteration 55Q: 3 clusters Score -2.050181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20501800.000000 Penalty: 5876.588867
	Iteration 56Q: 3 clusters Score -2.05018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20501800.000000 Penalty: 5876.588867
	Iteration 57F: 3 clusters Score -2.05018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -325727.312500 Penalty: 1929.100342
	Iteration 0F: 2 clusters Score -325727.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -322876.593750 Penalty: 3858.200684
	Iteration 0F: 3 clusters Score -322876.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -323420.156250 Penalty: 3858.200684
	Iteration 1F: 3 clusters Score -323420.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323563.093750 Penalty: 3858.200684
	Iteration 2F: 3 clusters Score -323563.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -323644.906250 Penalty: 3858.200684
	Iteration 3Q: 3 clusters Score -323644.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -323690.718750 Penalty: 3858.200684
	Iteration 4Q: 3 clusters Score -323690.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -323720.937500 Penalty: 3858.200684
	Iteration 5Q: 3 clusters Score -323720.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -323744.156250 Penalty: 3858.200684
	Iteration 6Q: 3 clusters Score -323744.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323755.125000 Penalty: 3858.200684
	Iteration 7Q: 3 clusters Score -323755.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -323764.750000 Penalty: 3858.200684
	Iteration 8Q: 3 clusters Score -323764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323773.906250 Penalty: 3858.200684
	Iteration 9Q: 3 clusters Score -323773.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -323782.250000 Penalty: 3858.200684
	Iteration 10Q: 3 clusters Score -323782.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -323789.718750 Penalty: 3858.200684
	Iteration 11Q: 3 clusters Score -323789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323793.062500 Penalty: 3858.200684
	Iteration 12Q: 3 clusters Score -323793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -323800.656250 Penalty: 3858.200684
	Iteration 13Q: 3 clusters Score -323800.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323811.968750 Penalty: 3858.200684
	Iteration 14Q: 3 clusters Score -323812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -323830.218750 Penalty: 3858.200684
	Iteration 15Q: 3 clusters Score -323830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -323850.062500 Penalty: 3858.200684
	Iteration 16Q: 3 clusters Score -323850.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323864.937500 Penalty: 3858.200684
	Iteration 17Q: 3 clusters Score -323864.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -323876.250000 Penalty: 3858.200684
	Iteration 18Q: 3 clusters Score -323876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -323891.593750 Penalty: 3858.200684
	Iteration 19Q: 3 clusters Score -323891.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -323905.812500 Penalty: 3858.200684
	Iteration 20F: 3 clusters Score -323905.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -323926.562500 Penalty: 3858.200684
	Iteration 21Q: 3 clusters Score -323926.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323943.281250 Penalty: 3858.200684
	Iteration 22Q: 3 clusters Score -323943.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323956.843750 Penalty: 3858.200684
	Iteration 23Q: 3 clusters Score -323956.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -323968.656250 Penalty: 3858.200684
	Iteration 24Q: 3 clusters Score -323968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -323982.343750 Penalty: 3858.200684
	Iteration 25Q: 3 clusters Score -323982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -323993.093750 Penalty: 3858.200684
	Iteration 26Q: 3 clusters Score -323993.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -324004.531250 Penalty: 3858.200684
	Iteration 27Q: 3 clusters Score -324004.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -324015.281250 Penalty: 3858.200684
	Iteration 28Q: 3 clusters Score -324015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -324019.562500 Penalty: 3858.200684
	Iteration 29Q: 3 clusters Score -324019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -324022.593750 Penalty: 3858.200684
	Iteration 30Q: 3 clusters Score -324022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324025.937500 Penalty: 3858.200684
	Iteration 31Q: 3 clusters Score -324025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -324030.750000 Penalty: 3858.200684
	Iteration 32Q: 3 clusters Score -324030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324033.593750 Penalty: 3858.200684
	Iteration 33Q: 3 clusters Score -324033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -324034.843750 Penalty: 3858.200684
	Iteration 34Q: 3 clusters Score -324034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324035.500000 Penalty: 3858.200684
	Iteration 35Q: 3 clusters Score -324035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -324036.312500 Penalty: 3858.200684
	Iteration 36Q: 3 clusters Score -324036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324036.781250 Penalty: 3858.200684
	Iteration 37Q: 3 clusters Score -324036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -324038.250000 Penalty: 3858.200684
	Iteration 38Q: 3 clusters Score -324038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324038.562500 Penalty: 3858.200684
	Iteration 39Q: 3 clusters Score -324038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -324039.531250 Penalty: 3858.200684
	Iteration 40F: 3 clusters Score -324039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -324043.593750 Penalty: 3858.200684
	Iteration 41Q: 3 clusters Score -324043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -324047.593750 Penalty: 3858.200684
	Iteration 42Q: 3 clusters Score -324047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -324051.375000 Penalty: 3858.200684
	Iteration 43Q: 3 clusters Score -324051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -324055.062500 Penalty: 3858.200684
	Iteration 44Q: 3 clusters Score -324055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -324059.781250 Penalty: 3858.200684
	Iteration 45Q: 3 clusters Score -324059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -324062.656250 Penalty: 3858.200684
	Iteration 46Q: 3 clusters Score -324062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -324065.156250 Penalty: 3858.200684
	Iteration 47Q: 3 clusters Score -324065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -324068.437500 Penalty: 3858.200684
	Iteration 48Q: 3 clusters Score -324068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -324070.593750 Penalty: 3858.200684
	Iteration 49Q: 3 clusters Score -324070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -324074.500000 Penalty: 3858.200684
	Iteration 50Q: 3 clusters Score -324074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324079.625000 Penalty: 3858.200684
	Iteration 51Q: 3 clusters Score -324079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -324083.875000 Penalty: 3858.200684
	Iteration 52Q: 3 clusters Score -324083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -324087.125000 Penalty: 3858.200684
	Iteration 53Q: 3 clusters Score -324087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -324091.593750 Penalty: 3858.200684
	Iteration 54Q: 3 clusters Score -324091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -324100.468750 Penalty: 3858.200684
	Iteration 55Q: 3 clusters Score -324100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -324110.531250 Penalty: 3858.200684
	Iteration 56Q: 3 clusters Score -324110.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -324118.687500 Penalty: 3858.200684
	Iteration 57Q: 3 clusters Score -324118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324124.968750 Penalty: 3858.200684
	Iteration 58Q: 3 clusters Score -324125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -324133.750000 Penalty: 3858.200684
	Iteration 59Q: 3 clusters Score -324133.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -324142.812500 Penalty: 3858.200684
	Iteration 60F: 3 clusters Score -324142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -324146.406250 Penalty: 3858.200684
	Iteration 61Q: 3 clusters Score -324146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -324150.625000 Penalty: 3858.200684
	Iteration 62Q: 3 clusters Score -324150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -324155.968750 Penalty: 3858.200684
	Iteration 63Q: 3 clusters Score -324156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -324163.687500 Penalty: 3858.200684
	Iteration 64Q: 3 clusters Score -324163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324170.062500 Penalty: 3858.200684
	Iteration 65Q: 3 clusters Score -324170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -324183.687500 Penalty: 3858.200684
	Iteration 66Q: 3 clusters Score -324183.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -324195.250000 Penalty: 3858.200684
	Iteration 67Q: 3 clusters Score -324195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -324201.750000 Penalty: 3858.200684
	Iteration 68Q: 3 clusters Score -324201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -324215.437500 Penalty: 3858.200684
	Iteration 69Q: 3 clusters Score -324215.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -324228.093750 Penalty: 3858.200684
	Iteration 70Q: 3 clusters Score -324228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -324235.937500 Penalty: 3858.200684
	Iteration 71Q: 3 clusters Score -324235.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -324245.843750 Penalty: 3858.200684
	Iteration 72Q: 3 clusters Score -324245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -324257.718750 Penalty: 3858.200684
	Iteration 73Q: 3 clusters Score -324257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324267.937500 Penalty: 3858.200684
	Iteration 74Q: 3 clusters Score -324267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -324275.406250 Penalty: 3858.200684
	Iteration 75Q: 3 clusters Score -324275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -324278.843750 Penalty: 3858.200684
	Iteration 76Q: 3 clusters Score -324278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -324286.562500 Penalty: 3858.200684
	Iteration 77Q: 3 clusters Score -324286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324292.812500 Penalty: 3858.200684
	Iteration 78Q: 3 clusters Score -324292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -324297.937500 Penalty: 3858.200684
	Iteration 79Q: 3 clusters Score -324297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -324306.031250 Penalty: 3858.200684
	Iteration 80F: 3 clusters Score -324306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -324314.468750 Penalty: 3858.200684
	Iteration 81Q: 3 clusters Score -324314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -324322.312500 Penalty: 3858.200684
	Iteration 82Q: 3 clusters Score -324322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -324329.812500 Penalty: 3858.200684
	Iteration 83Q: 3 clusters Score -324329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -324334.906250 Penalty: 3858.200684
	Iteration 84Q: 3 clusters Score -324334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -324336.781250 Penalty: 3858.200684
	Iteration 85Q: 3 clusters Score -324336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -324336.781250 Penalty: 3858.200684
	Iteration 86F: 3 clusters Score -324336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Entering Unmasked Estep 
Score: -1458303.250000 Penalty: 2289.949219
	Iteration 0F: 2 clusters Score -1458303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1450506.000000 Penalty: 4579.898438
	Iteration 0F: 3 clusters Score -1450506 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1452783.625000 Penalty: 4579.898438
	Iteration 1F: 3 clusters Score -1452784 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1453078.750000 Penalty: 4579.898438
	Iteration 2F: 3 clusters Score -1453079 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1453238.875000 Penalty: 4579.898438
	Iteration 3Q: 3 clusters Score -1453239 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1453366.000000 Penalty: 4579.898438
	Iteration 4Q: 3 clusters Score -1453366 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1453474.375000 Penalty: 4579.898438
	Iteration 5Q: 3 clusters Score -1453474 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1453589.250000 Penalty: 4579.898438
	Iteration 6Q: 3 clusters Score -1453589 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1453706.875000 Penalty: 4579.898438
	Iteration 7Q: 3 clusters Score -1453707 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1453831.375000 Penalty: 4579.898438
	Iteration 8Q: 3 clusters Score -1453831 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1453954.125000 Penalty: 4579.898438
	Iteration 9Q: 3 clusters Score -1453954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1454092.750000 Penalty: 4579.898438
	Iteration 10Q: 3 clusters Score -1454093 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1454225.250000 Penalty: 4579.898438
	Iteration 11Q: 3 clusters Score -1454225 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1454361.125000 Penalty: 4579.898438
	Iteration 12Q: 3 clusters Score -1454361 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1454498.250000 Penalty: 4579.898438
	Iteration 13Q: 3 clusters Score -1454498 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1454655.000000 Penalty: 4579.898438
	Iteration 14Q: 3 clusters Score -1454655 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1454808.500000 Penalty: 4579.898438
	Iteration 15Q: 3 clusters Score -1454808 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1454982.875000 Penalty: 4579.898438
	Iteration 16Q: 3 clusters Score -1454983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1455137.750000 Penalty: 4579.898438
	Iteration 17Q: 3 clusters Score -1455138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1455264.500000 Penalty: 4579.898438
	Iteration 18Q: 3 clusters Score -1455264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1455371.625000 Penalty: 4579.898438
	Iteration 19Q: 3 clusters Score -1455372 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1455463.000000 Penalty: 4579.898438
	Iteration 20F: 3 clusters Score -1455463 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1455551.250000 Penalty: 4579.898438
	Iteration 21Q: 3 clusters Score -1455551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1455626.625000 Penalty: 4579.898438
	Iteration 22Q: 3 clusters Score -1455627 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1455698.500000 Penalty: 4579.898438
	Iteration 23Q: 3 clusters Score -1455698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1455784.750000 Penalty: 4579.898438
	Iteration 24Q: 3 clusters Score -1455785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1455855.000000 Penalty: 4579.898438
	Iteration 25Q: 3 clusters Score -1455855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1455908.250000 Penalty: 4579.898438
	Iteration 26Q: 3 clusters Score -1455908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1455944.750000 Penalty: 4579.898438
	Iteration 27Q: 3 clusters Score -1455945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1455980.625000 Penalty: 4579.898438
	Iteration 28Q: 3 clusters Score -1455981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1456012.500000 Penalty: 4579.898438
	Iteration 29Q: 3 clusters Score -1456012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1456055.250000 Penalty: 4579.898438
	Iteration 30Q: 3 clusters Score -1456055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1456087.375000 Penalty: 4579.898438
	Iteration 31Q: 3 clusters Score -1456087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1456113.750000 Penalty: 4579.898438
	Iteration 32Q: 3 clusters Score -1456114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1456133.250000 Penalty: 4579.898438
	Iteration 33Q: 3 clusters Score -1456133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1456147.625000 Penalty: 4579.898438
	Iteration 34Q: 3 clusters Score -1456148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1456162.750000 Penalty: 4579.898438
	Iteration 35Q: 3 clusters Score -1456163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1456178.500000 Penalty: 4579.898438
	Iteration 36Q: 3 clusters Score -1456178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1456190.750000 Penalty: 4579.898438
	Iteration 37Q: 3 clusters Score -1456191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1456205.500000 Penalty: 4579.898438
	Iteration 38Q: 3 clusters Score -1456206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1456219.750000 Penalty: 4579.898438
	Iteration 39Q: 3 clusters Score -1456220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1456219.750000 Penalty: 4579.898438
	Iteration 40F: 3 clusters Score -1456220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1456223.750000 Penalty: 4579.898438
	Iteration 41Q: 3 clusters Score -1456224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1456228.750000 Penalty: 4579.898438
	Iteration 42Q: 3 clusters Score -1456229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1456230.875000 Penalty: 4579.898438
	Iteration 43Q: 3 clusters Score -1456231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1456236.000000 Penalty: 4579.898438
	Iteration 44Q: 3 clusters Score -1456236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1456240.125000 Penalty: 4579.898438
	Iteration 45Q: 3 clusters Score -1456240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1456243.875000 Penalty: 4579.898438
	Iteration 46Q: 3 clusters Score -1456244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1456245.000000 Penalty: 4579.898438
	Iteration 47Q: 3 clusters Score -1456245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1456247.125000 Penalty: 4579.898438
	Iteration 48Q: 3 clusters Score -1456247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1456246.750000 Penalty: 4579.898438
	Iteration 49Q: 3 clusters Score -1456247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1456248.500000 Penalty: 4579.898438
	Iteration 50Q: 3 clusters Score -1456248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1456250.750000 Penalty: 4579.898438
	Iteration 51Q: 3 clusters Score -1456251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1456253.500000 Penalty: 4579.898438
	Iteration 52Q: 3 clusters Score -1456254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1456252.750000 Penalty: 4579.898438
	Iteration 53Q: 3 clusters Score -1456253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1456252.750000 Penalty: 4579.898438
	Iteration 54F: 3 clusters Score -1456253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -1760728.625000 Penalty: 2355.949463
	Iteration 0F: 2 clusters Score -1760729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1751026.500000 Penalty: 4711.898926
	Iteration 0F: 3 clusters Score -1751026 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1754216.500000 Penalty: 4711.898926
	Iteration 1F: 3 clusters Score -1754216 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1754712.000000 Penalty: 4711.898926
	Iteration 2F: 3 clusters Score -1754712 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1755138.875000 Penalty: 4711.898926
	Iteration 3F: 3 clusters Score -1755139 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1755519.000000 Penalty: 4711.898926
	Iteration 4F: 3 clusters Score -1755519 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1755873.125000 Penalty: 4711.898926
	Iteration 5Q: 3 clusters Score -1755873 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1756174.125000 Penalty: 4711.898926
	Iteration 6Q: 3 clusters Score -1756174 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1756440.750000 Penalty: 4711.898926
	Iteration 7Q: 3 clusters Score -1756441 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1756668.875000 Penalty: 4711.898926
	Iteration 8Q: 3 clusters Score -1756669 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1756854.625000 Penalty: 4711.898926
	Iteration 9Q: 3 clusters Score -1756855 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1756983.875000 Penalty: 4711.898926
	Iteration 10Q: 3 clusters Score -1756984 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1757113.625000 Penalty: 4711.898926
	Iteration 11Q: 3 clusters Score -1757114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1757217.875000 Penalty: 4711.898926
	Iteration 12Q: 3 clusters Score -1757218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1757323.250000 Penalty: 4711.898926
	Iteration 13Q: 3 clusters Score -1757323 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1757424.750000 Penalty: 4711.898926
	Iteration 14Q: 3 clusters Score -1757425 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1757535.875000 Penalty: 4711.898926
	Iteration 15Q: 3 clusters Score -1757536 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1757665.875000 Penalty: 4711.898926
	Iteration 16Q: 3 clusters Score -1757666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1757800.125000 Penalty: 4711.898926
	Iteration 17Q: 3 clusters Score -1757800 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1757922.250000 Penalty: 4711.898926
	Iteration 18Q: 3 clusters Score -1757922 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1758028.000000 Penalty: 4711.898926
	Iteration 19Q: 3 clusters Score -1758028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1758117.250000 Penalty: 4711.898926
	Iteration 20F: 3 clusters Score -1758117 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1758201.500000 Penalty: 4711.898926
	Iteration 21Q: 3 clusters Score -1758202 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1758288.500000 Penalty: 4711.898926
	Iteration 22Q: 3 clusters Score -1758288 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1758373.875000 Penalty: 4711.898926
	Iteration 23Q: 3 clusters Score -1758374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1758446.250000 Penalty: 4711.898926
	Iteration 24Q: 3 clusters Score -1758446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1758525.125000 Penalty: 4711.898926
	Iteration 25Q: 3 clusters Score -1758525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1758610.000000 Penalty: 4711.898926
	Iteration 26Q: 3 clusters Score -1758610 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1758676.250000 Penalty: 4711.898926
	Iteration 27Q: 3 clusters Score -1758676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1758721.250000 Penalty: 4711.898926
	Iteration 28Q: 3 clusters Score -1758721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1758768.750000 Penalty: 4711.898926
	Iteration 29Q: 3 clusters Score -1758769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1758788.250000 Penalty: 4711.898926
	Iteration 30Q: 3 clusters Score -1758788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1758802.750000 Penalty: 4711.898926
	Iteration 31Q: 3 clusters Score -1758803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1758817.125000 Penalty: 4711.898926
	Iteration 32Q: 3 clusters Score -1758817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1758826.250000 Penalty: 4711.898926
	Iteration 33Q: 3 clusters Score -1758826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1758842.750000 Penalty: 4711.898926
	Iteration 34Q: 3 clusters Score -1758843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1758848.750000 Penalty: 4711.898926
	Iteration 35Q: 3 clusters Score -1758849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1758855.250000 Penalty: 4711.898926
	Iteration 36Q: 3 clusters Score -1758855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1758863.375000 Penalty: 4711.898926
	Iteration 37Q: 3 clusters Score -1758863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1758864.250000 Penalty: 4711.898926
	Iteration 38Q: 3 clusters Score -1758864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1758863.000000 Penalty: 4711.898926
	Iteration 39Q: 3 clusters Score -1758863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1758868.875000 Penalty: 4711.898926
	Iteration 40F: 3 clusters Score -1758869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1758878.625000 Penalty: 4711.898926
	Iteration 41Q: 3 clusters Score -1758879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1758883.875000 Penalty: 4711.898926
	Iteration 42Q: 3 clusters Score -1758884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1758885.625000 Penalty: 4711.898926
	Iteration 43Q: 3 clusters Score -1758886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1758885.750000 Penalty: 4711.898926
	Iteration 44Q: 3 clusters Score -1758886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1758887.625000 Penalty: 4711.898926
	Iteration 45Q: 3 clusters Score -1758888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1758885.375000 Penalty: 4711.898926
	Iteration 46Q: 3 clusters Score -1758885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1758889.125000 Penalty: 4711.898926
	Iteration 47Q: 3 clusters Score -1758889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1758889.500000 Penalty: 4711.898926
	Iteration 48Q: 3 clusters Score -1758890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1758890.500000 Penalty: 4711.898926
	Iteration 49Q: 3 clusters Score -1758890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1758894.875000 Penalty: 4711.898926
	Iteration 50Q: 3 clusters Score -1758895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1758893.625000 Penalty: 4711.898926
	Iteration 51Q: 3 clusters Score -1758894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1758894.625000 Penalty: 4711.898926
	Iteration 52Q: 3 clusters Score -1758895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1758894.625000 Penalty: 4711.898926
	Iteration 53F: 3 clusters Score -1758895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Entering Unmasked Estep 
Score: -5045132.500000 Penalty: 2587.565674
	Iteration 0F: 2 clusters Score -5045132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -5021936.000000 Penalty: 5175.131348
	Iteration 0F: 3 clusters Score -5021936 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5030226.500000 Penalty: 5175.131348
	Iteration 1F: 3 clusters Score -5030226 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -5030669.000000 Penalty: 5175.131348
	Iteration 2Q: 3 clusters Score -5030669 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5031085.500000 Penalty: 5175.131348
	Iteration 3Q: 3 clusters Score -5031086 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5031459.000000 Penalty: 5175.131348
	Iteration 4Q: 3 clusters Score -5031459 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5031846.000000 Penalty: 5175.131348
	Iteration 5Q: 3 clusters Score -5031846 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -5032238.000000 Penalty: 5175.131348
	Iteration 6Q: 3 clusters Score -5032238 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5032739.000000 Penalty: 5175.131348
	Iteration 7Q: 3 clusters Score -5032739 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5033417.500000 Penalty: 5175.131348
	Iteration 8Q: 3 clusters Score -5033418 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5034205.500000 Penalty: 5175.131348
	Iteration 9Q: 3 clusters Score -5034206 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -5035256.000000 Penalty: 5175.131348
	Iteration 10Q: 3 clusters Score -5035256 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5036461.500000 Penalty: 5175.131348
	Iteration 11Q: 3 clusters Score -5036462 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -5037677.500000 Penalty: 5175.131348
	Iteration 12Q: 3 clusters Score -5037678 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -5038658.500000 Penalty: 5175.131348
	Iteration 13Q: 3 clusters Score -5038658 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5039483.000000 Penalty: 5175.131348
	Iteration 14Q: 3 clusters Score -5039483 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5040143.000000 Penalty: 5175.131348
	Iteration 15Q: 3 clusters Score -5040143 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5040641.000000 Penalty: 5175.131348
	Iteration 16Q: 3 clusters Score -5040641 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5040954.000000 Penalty: 5175.131348
	Iteration 17Q: 3 clusters Score -5040954 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5041197.500000 Penalty: 5175.131348
	Iteration 18Q: 3 clusters Score -5041198 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5041407.000000 Penalty: 5175.131348
	Iteration 19Q: 3 clusters Score -5041407 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -5041633.500000 Penalty: 5175.131348
	Iteration 20F: 3 clusters Score -5041634 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5041818.000000 Penalty: 5175.131348
	Iteration 21Q: 3 clusters Score -5041818 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5041988.500000 Penalty: 5175.131348
	Iteration 22Q: 3 clusters Score -5041988 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -5042121.500000 Penalty: 5175.131348
	Iteration 23Q: 3 clusters Score -5042122 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5042248.000000 Penalty: 5175.131348
	Iteration 24Q: 3 clusters Score -5042248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -5042345.500000 Penalty: 5175.131348
	Iteration 25Q: 3 clusters Score -5042346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -5042434.000000 Penalty: 5175.131348
	Iteration 26Q: 3 clusters Score -5042434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5042514.000000 Penalty: 5175.131348
	Iteration 27Q: 3 clusters Score -5042514 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5042575.000000 Penalty: 5175.131348
	Iteration 28Q: 3 clusters Score -5042575 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -5042626.000000 Penalty: 5175.131348
	Iteration 29Q: 3 clusters Score -5042626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -5042671.500000 Penalty: 5175.131348
	Iteration 30Q: 3 clusters Score -5042672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -5042712.500000 Penalty: 5175.131348
	Iteration 31Q: 3 clusters Score -5042712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -5042752.000000 Penalty: 5175.131348
	Iteration 32Q: 3 clusters Score -5042752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5042765.500000 Penalty: 5175.131348
	Iteration 33Q: 3 clusters Score -5042766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -5042778.000000 Penalty: 5175.131348
	Iteration 34Q: 3 clusters Score -5042778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5042800.000000 Penalty: 5175.131348
	Iteration 35Q: 3 clusters Score -5042800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5042826.500000 Penalty: 5175.131348
	Iteration 36Q: 3 clusters Score -5042826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -5042840.000000 Penalty: 5175.131348
	Iteration 37Q: 3 clusters Score -5042840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5042854.500000 Penalty: 5175.131348
	Iteration 38Q: 3 clusters Score -5042854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -5042861.000000 Penalty: 5175.131348
	Iteration 39Q: 3 clusters Score -5042861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5042870.000000 Penalty: 5175.131348
	Iteration 40F: 3 clusters Score -5042870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -5042886.500000 Penalty: 5175.131348
	Iteration 41Q: 3 clusters Score -5042886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5042894.000000 Penalty: 5175.131348
	Iteration 42Q: 3 clusters Score -5042894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5042906.500000 Penalty: 5175.131348
	Iteration 43Q: 3 clusters Score -5042906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5042913.000000 Penalty: 5175.131348
	Iteration 44Q: 3 clusters Score -5042913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5042916.500000 Penalty: 5175.131348
	Iteration 45Q: 3 clusters Score -5042916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5042920.000000 Penalty: 5175.131348
	Iteration 46Q: 3 clusters Score -5042920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -5042924.500000 Penalty: 5175.131348
	Iteration 47Q: 3 clusters Score -5042924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5042924.000000 Penalty: 5175.131348
	Iteration 48Q: 3 clusters Score -5042924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5042928.500000 Penalty: 5175.131348
	Iteration 49Q: 3 clusters Score -5042928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5042928.500000 Penalty: 5175.131348
	Iteration 50F: 3 clusters Score -5042928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Entering Unmasked Estep 
Score: -6583782.500000 Penalty: 2656.071045
	Iteration 0F: 2 clusters Score -6583782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -6553438.500000 Penalty: 5312.142090
	Iteration 0F: 3 clusters Score -6553438 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6564579.000000 Penalty: 5312.142090
	Iteration 1F: 3 clusters Score -6564579 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6565095.500000 Penalty: 5312.142090
	Iteration 2Q: 3 clusters Score -6565096 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -6565543.500000 Penalty: 5312.142090
	Iteration 3Q: 3 clusters Score -6565544 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6565978.500000 Penalty: 5312.142090
	Iteration 4Q: 3 clusters Score -6565978 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -6566497.500000 Penalty: 5312.142090
	Iteration 5Q: 3 clusters Score -6566498 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6567113.000000 Penalty: 5312.142090
	Iteration 6Q: 3 clusters Score -6567113 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -6567798.500000 Penalty: 5312.142090
	Iteration 7Q: 3 clusters Score -6567798 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6568682.500000 Penalty: 5312.142090
	Iteration 8Q: 3 clusters Score -6568682 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -6569837.000000 Penalty: 5312.142090
	Iteration 9Q: 3 clusters Score -6569837 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6571089.000000 Penalty: 5312.142090
	Iteration 10Q: 3 clusters Score -6571089 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -6572400.000000 Penalty: 5312.142090
	Iteration 11Q: 3 clusters Score -6572400 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6573691.500000 Penalty: 5312.142090
	Iteration 12Q: 3 clusters Score -6573692 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -6574786.500000 Penalty: 5312.142090
	Iteration 13Q: 3 clusters Score -6574786 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -6575639.500000 Penalty: 5312.142090
	Iteration 14Q: 3 clusters Score -6575640 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -6576270.000000 Penalty: 5312.142090
	Iteration 15Q: 3 clusters Score -6576270 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -6576830.500000 Penalty: 5312.142090
	Iteration 16Q: 3 clusters Score -6576830 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6577274.500000 Penalty: 5312.142090
	Iteration 17Q: 3 clusters Score -6577274 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6577624.500000 Penalty: 5312.142090
	Iteration 18Q: 3 clusters Score -6577624 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6577924.000000 Penalty: 5312.142090
	Iteration 19Q: 3 clusters Score -6577924 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -6578305.500000 Penalty: 5312.142090
	Iteration 20F: 3 clusters Score -6578306 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -6578671.500000 Penalty: 5312.142090
	Iteration 21Q: 3 clusters Score -6578672 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6579030.000000 Penalty: 5312.142090
	Iteration 22Q: 3 clusters Score -6579030 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -6579363.000000 Penalty: 5312.142090
	Iteration 23Q: 3 clusters Score -6579363 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -6579656.500000 Penalty: 5312.142090
	Iteration 24Q: 3 clusters Score -6579656 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -6579952.500000 Penalty: 5312.142090
	Iteration 25Q: 3 clusters Score -6579952 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -6580259.500000 Penalty: 5312.142090
	Iteration 26Q: 3 clusters Score -6580260 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -6580532.500000 Penalty: 5312.142090
	Iteration 27Q: 3 clusters Score -6580532 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -6580772.000000 Penalty: 5312.142090
	Iteration 28Q: 3 clusters Score -6580772 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -6580941.500000 Penalty: 5312.142090
	Iteration 29Q: 3 clusters Score -6580942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6581040.000000 Penalty: 5312.142090
	Iteration 30Q: 3 clusters Score -6581040 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6581142.000000 Penalty: 5312.142090
	Iteration 31Q: 3 clusters Score -6581142 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6581223.000000 Penalty: 5312.142090
	Iteration 32Q: 3 clusters Score -6581223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -6581280.000000 Penalty: 5312.142090
	Iteration 33Q: 3 clusters Score -6581280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6581338.500000 Penalty: 5312.142090
	Iteration 34Q: 3 clusters Score -6581338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -6581391.000000 Penalty: 5312.142090
	Iteration 35Q: 3 clusters Score -6581391 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6581414.000000 Penalty: 5312.142090
	Iteration 36Q: 3 clusters Score -6581414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -6581444.000000 Penalty: 5312.142090
	Iteration 37Q: 3 clusters Score -6581444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6581450.500000 Penalty: 5312.142090
	Iteration 38Q: 3 clusters Score -6581450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -6581460.000000 Penalty: 5312.142090
	Iteration 39Q: 3 clusters Score -6581460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -6581481.000000 Penalty: 5312.142090
	Iteration 40F: 3 clusters Score -6581481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6581492.500000 Penalty: 5312.142090
	Iteration 41Q: 3 clusters Score -6581492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -6581518.000000 Penalty: 5312.142090
	Iteration 42Q: 3 clusters Score -6581518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -6581529.000000 Penalty: 5312.142090
	Iteration 43Q: 3 clusters Score -6581529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6581551.500000 Penalty: 5312.142090
	Iteration 44Q: 3 clusters Score -6581552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -6581557.500000 Penalty: 5312.142090
	Iteration 45Q: 3 clusters Score -6581558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -6581572.000000 Penalty: 5312.142090
	Iteration 46Q: 3 clusters Score -6581572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6581586.000000 Penalty: 5312.142090
	Iteration 47Q: 3 clusters Score -6581586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6581595.500000 Penalty: 5312.142090
	Iteration 48Q: 3 clusters Score -6581596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -6581598.000000 Penalty: 5312.142090
	Iteration 49Q: 3 clusters Score -6581598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6581621.500000 Penalty: 5312.142090
	Iteration 50Q: 3 clusters Score -6581622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -6581630.500000 Penalty: 5312.142090
	Iteration 51Q: 3 clusters Score -6581630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6581634.000000 Penalty: 5312.142090
	Iteration 52Q: 3 clusters Score -6581634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -6581640.000000 Penalty: 5312.142090
	Iteration 53Q: 3 clusters Score -6581640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6581642.500000 Penalty: 5312.142090
	Iteration 54Q: 3 clusters Score -6581642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6581649.000000 Penalty: 5312.142090
	Iteration 55Q: 3 clusters Score -6581649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6581650.000000 Penalty: 5312.142090
	Iteration 56Q: 3 clusters Score -6581650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6581648.500000 Penalty: 5312.142090
	Iteration 57Q: 3 clusters Score -6581648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -6581651.500000 Penalty: 5312.142090
	Iteration 58Q: 3 clusters Score -6581652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -6581651.500000 Penalty: 5312.142090
	Iteration 59F: 3 clusters Score -6581652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Entering Unmasked Estep 
Score: -5795590.500000 Penalty: 2630.936035
	Iteration 0F: 2 clusters Score -5795590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5768117.000000 Penalty: 5261.872070
	Iteration 0F: 3 clusters Score -5768117 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5778310.500000 Penalty: 5261.872070
	Iteration 1F: 3 clusters Score -5778310 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5778974.000000 Penalty: 5261.872070
	Iteration 2Q: 3 clusters Score -5778974 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5779659.500000 Penalty: 5261.872070
	Iteration 3Q: 3 clusters Score -5779660 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5780561.500000 Penalty: 5261.872070
	Iteration 4Q: 3 clusters Score -5780562 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5781799.500000 Penalty: 5261.872070
	Iteration 5F: 3 clusters Score -5781800 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5783669.500000 Penalty: 5261.872070
	Iteration 6F: 3 clusters Score -5783670 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -5785931.500000 Penalty: 5261.872070
	Iteration 7F: 3 clusters Score -5785932 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -5788228.000000 Penalty: 5261.872070
	Iteration 8F: 3 clusters Score -5788228 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5790128.500000 Penalty: 5261.872070
	Iteration 9F: 3 clusters Score -5790128 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5791430.500000 Penalty: 5261.872070
	Iteration 10Q: 3 clusters Score -5791430 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5792239.000000 Penalty: 5261.872070
	Iteration 11Q: 3 clusters Score -5792239 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5792684.000000 Penalty: 5261.872070
	Iteration 12Q: 3 clusters Score -5792684 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5792958.500000 Penalty: 5261.872070
	Iteration 13Q: 3 clusters Score -5792958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5793106.000000 Penalty: 5261.872070
	Iteration 14Q: 3 clusters Score -5793106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5793184.500000 Penalty: 5261.872070
	Iteration 15Q: 3 clusters Score -5793184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -5793220.000000 Penalty: 5261.872070
	Iteration 16Q: 3 clusters Score -5793220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5793252.500000 Penalty: 5261.872070
	Iteration 17Q: 3 clusters Score -5793252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5793276.500000 Penalty: 5261.872070
	Iteration 18Q: 3 clusters Score -5793276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5793281.000000 Penalty: 5261.872070
	Iteration 19Q: 3 clusters Score -5793281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5793291.000000 Penalty: 5261.872070
	Iteration 20F: 3 clusters Score -5793291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5793304.000000 Penalty: 5261.872070
	Iteration 21Q: 3 clusters Score -5793304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5793315.500000 Penalty: 5261.872070
	Iteration 22Q: 3 clusters Score -5793316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5793317.000000 Penalty: 5261.872070
	Iteration 23Q: 3 clusters Score -5793317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5793323.500000 Penalty: 5261.872070
	Iteration 24Q: 3 clusters Score -5793324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5793332.000000 Penalty: 5261.872070
	Iteration 25Q: 3 clusters Score -5793332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5793341.000000 Penalty: 5261.872070
	Iteration 26Q: 3 clusters Score -5793341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5793355.500000 Penalty: 5261.872070
	Iteration 27Q: 3 clusters Score -5793356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5793359.000000 Penalty: 5261.872070
	Iteration 28Q: 3 clusters Score -5793359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5793370.500000 Penalty: 5261.872070
	Iteration 29Q: 3 clusters Score -5793370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5793372.000000 Penalty: 5261.872070
	Iteration 30Q: 3 clusters Score -5793372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5793383.500000 Penalty: 5261.872070
	Iteration 31Q: 3 clusters Score -5793384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5793381.000000 Penalty: 5261.872070
	Iteration 32Q: 3 clusters Score -5793381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5793386.500000 Penalty: 5261.872070
	Iteration 33Q: 3 clusters Score -5793386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5793386.500000 Penalty: 5261.872070
	Iteration 34F: 3 clusters Score -5793386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -934098.500000 Penalty: 2193.538330
	Iteration 0F: 2 clusters Score -934098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -928362.937500 Penalty: 4387.076660
	Iteration 0F: 3 clusters Score -928362.9 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -930047.687500 Penalty: 4387.076660
	Iteration 1F: 3 clusters Score -930047.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -930532.875000 Penalty: 4387.076660
	Iteration 2F: 3 clusters Score -930532.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -930929.937500 Penalty: 4387.076660
	Iteration 3F: 3 clusters Score -930929.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -931223.250000 Penalty: 4387.076660
	Iteration 4F: 3 clusters Score -931223.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -931447.062500 Penalty: 4387.076660
	Iteration 5F: 3 clusters Score -931447.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -931616.125000 Penalty: 4387.076660
	Iteration 6Q: 3 clusters Score -931616.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -931747.312500 Penalty: 4387.076660
	Iteration 7Q: 3 clusters Score -931747.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -931854.062500 Penalty: 4387.076660
	Iteration 8Q: 3 clusters Score -931854.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -931959.437500 Penalty: 4387.076660
	Iteration 9Q: 3 clusters Score -931959.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -932046.125000 Penalty: 4387.076660
	Iteration 10Q: 3 clusters Score -932046.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -932108.562500 Penalty: 4387.076660
	Iteration 11Q: 3 clusters Score -932108.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -932165.125000 Penalty: 4387.076660
	Iteration 12Q: 3 clusters Score -932165.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -932218.812500 Penalty: 4387.076660
	Iteration 13Q: 3 clusters Score -932218.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -932260.312500 Penalty: 4387.076660
	Iteration 14Q: 3 clusters Score -932260.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -932302.062500 Penalty: 4387.076660
	Iteration 15Q: 3 clusters Score -932302.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -932335.187500 Penalty: 4387.076660
	Iteration 16Q: 3 clusters Score -932335.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -932371.375000 Penalty: 4387.076660
	Iteration 17Q: 3 clusters Score -932371.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -932407.812500 Penalty: 4387.076660
	Iteration 18Q: 3 clusters Score -932407.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -932446.375000 Penalty: 4387.076660
	Iteration 19Q: 3 clusters Score -932446.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -932477.312500 Penalty: 4387.076660
	Iteration 20F: 3 clusters Score -932477.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -932499.812500 Penalty: 4387.076660
	Iteration 21Q: 3 clusters Score -932499.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -932519.250000 Penalty: 4387.076660
	Iteration 22Q: 3 clusters Score -932519.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -932533.875000 Penalty: 4387.076660
	Iteration 23Q: 3 clusters Score -932533.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -932545.437500 Penalty: 4387.076660
	Iteration 24Q: 3 clusters Score -932545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -932553.312500 Penalty: 4387.076660
	Iteration 25Q: 3 clusters Score -932553.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -932557.750000 Penalty: 4387.076660
	Iteration 26Q: 3 clusters Score -932557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -932558.500000 Penalty: 4387.076660
	Iteration 27Q: 3 clusters Score -932558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -932561.187500 Penalty: 4387.076660
	Iteration 28Q: 3 clusters Score -932561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -932564.687500 Penalty: 4387.076660
	Iteration 29Q: 3 clusters Score -932564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -932566.750000 Penalty: 4387.076660
	Iteration 30Q: 3 clusters Score -932566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -932568.750000 Penalty: 4387.076660
	Iteration 31Q: 3 clusters Score -932568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -932570.187500 Penalty: 4387.076660
	Iteration 32Q: 3 clusters Score -932570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -932569.062500 Penalty: 4387.076660
	Iteration 33Q: 3 clusters Score -932569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -932573.625000 Penalty: 4387.076660
	Iteration 34Q: 3 clusters Score -932573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -932575.937500 Penalty: 4387.076660
	Iteration 35Q: 3 clusters Score -932575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -932578.062500 Penalty: 4387.076660
	Iteration 36Q: 3 clusters Score -932578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -932579.000000 Penalty: 4387.076660
	Iteration 37Q: 3 clusters Score -932579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -932580.312500 Penalty: 4387.076660
	Iteration 38Q: 3 clusters Score -932580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -932581.750000 Penalty: 4387.076660
	Iteration 39Q: 3 clusters Score -932581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -932583.125000 Penalty: 4387.076660
	Iteration 40F: 3 clusters Score -932583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -932585.375000 Penalty: 4387.076660
	Iteration 41Q: 3 clusters Score -932585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -932587.500000 Penalty: 4387.076660
	Iteration 42Q: 3 clusters Score -932587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -932587.500000 Penalty: 4387.076660
	Iteration 43F: 3 clusters Score -932587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -378784.250000 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -378784.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -375432.750000 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -375432.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -376189.406250 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -376189.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -376411.812500 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -376411.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -376571.437500 Penalty: 4000.059570
	Iteration 3F: 3 clusters Score -376571.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -376677.718750 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -376677.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376753.812500 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -376753.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -376821.125000 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -376821.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -376879.281250 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -376879.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -376917.500000 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -376917.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376947.781250 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -376947.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376968.062500 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -376968.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -376978.812500 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -376978.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376989.593750 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -376989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -377000.593750 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -377000.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -377009.406250 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -377009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -377023.218750 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -377023.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -377030.937500 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -377030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -377035.250000 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -377035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -377038.968750 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -377039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -377040.125000 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -377040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -377041.531250 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -377041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -377043.125000 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -377043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -377044.250000 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -377044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -377046.312500 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -377046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -377047.875000 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -377047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -377048.968750 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -377049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -377049.812500 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -377049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -377051.343750 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -377051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -377052.750000 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -377052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -377052.968750 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -377053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -377055.781250 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -377055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377061.531250 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -377061.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377066.218750 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -377066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -377073.500000 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -377073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -377078.562500 Penalty: 4000.059570
	Iteration 34Q: 3 clusters Score -377078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -377081.781250 Penalty: 4000.059570
	Iteration 35Q: 3 clusters Score -377081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -377085.218750 Penalty: 4000.059570
	Iteration 36Q: 3 clusters Score -377085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -377090.468750 Penalty: 4000.059570
	Iteration 37Q: 3 clusters Score -377090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -377094.625000 Penalty: 4000.059570
	Iteration 38Q: 3 clusters Score -377094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -377097.812500 Penalty: 4000.059570
	Iteration 39Q: 3 clusters Score -377097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377102.156250 Penalty: 4000.059570
	Iteration 40F: 3 clusters Score -377102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -377106.750000 Penalty: 4000.059570
	Iteration 41Q: 3 clusters Score -377106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377109.843750 Penalty: 4000.059570
	Iteration 42Q: 3 clusters Score -377109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -377113.531250 Penalty: 4000.059570
	Iteration 43Q: 3 clusters Score -377113.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377118.593750 Penalty: 4000.059570
	Iteration 44Q: 3 clusters Score -377118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377121.437500 Penalty: 4000.059570
	Iteration 45Q: 3 clusters Score -377121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377124.750000 Penalty: 4000.059570
	Iteration 46Q: 3 clusters Score -377124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377128.500000 Penalty: 4000.059570
	Iteration 47Q: 3 clusters Score -377128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -377131.875000 Penalty: 4000.059570
	Iteration 48Q: 3 clusters Score -377131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -377132.781250 Penalty: 4000.059570
	Iteration 49Q: 3 clusters Score -377132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -377134.156250 Penalty: 4000.059570
	Iteration 50Q: 3 clusters Score -377134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377134.562500 Penalty: 4000.059570
	Iteration 51Q: 3 clusters Score -377134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -377135.625000 Penalty: 4000.059570
	Iteration 52Q: 3 clusters Score -377135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -377137.812500 Penalty: 4000.059570
	Iteration 53Q: 3 clusters Score -377137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -377138.593750 Penalty: 4000.059570
	Iteration 54Q: 3 clusters Score -377138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -377139.062500 Penalty: 4000.059570
	Iteration 55Q: 3 clusters Score -377139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -377140.312500 Penalty: 4000.059570
	Iteration 56Q: 3 clusters Score -377140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377141.468750 Penalty: 4000.059570
	Iteration 57Q: 3 clusters Score -377141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377143.625000 Penalty: 4000.059570
	Iteration 58Q: 3 clusters Score -377143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -377147.781250 Penalty: 4000.059570
	Iteration 59Q: 3 clusters Score -377147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -377150.437500 Penalty: 4000.059570
	Iteration 60F: 3 clusters Score -377150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -377155.531250 Penalty: 4000.059570
	Iteration 61Q: 3 clusters Score -377155.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -377158.250000 Penalty: 4000.059570
	Iteration 62Q: 3 clusters Score -377158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -377159.375000 Penalty: 4000.059570
	Iteration 63Q: 3 clusters Score -377159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377160.875000 Penalty: 4000.059570
	Iteration 64Q: 3 clusters Score -377160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -377163.281250 Penalty: 4000.059570
	Iteration 65Q: 3 clusters Score -377163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -377164.375000 Penalty: 4000.059570
	Iteration 66Q: 3 clusters Score -377164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -377166.312500 Penalty: 4000.059570
	Iteration 67Q: 3 clusters Score -377166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377167.750000 Penalty: 4000.059570
	Iteration 68Q: 3 clusters Score -377167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377170.875000 Penalty: 4000.059570
	Iteration 69Q: 3 clusters Score -377170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377172.406250 Penalty: 4000.059570
	Iteration 70Q: 3 clusters Score -377172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377172.781250 Penalty: 4000.059570
	Iteration 71Q: 3 clusters Score -377172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377172.906250 Penalty: 4000.059570
	Iteration 72Q: 3 clusters Score -377172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -377172.906250 Penalty: 4000.059570
	Iteration 73F: 3 clusters Score -377172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Entering Unmasked Estep 
Score: -5839370.000000 Penalty: 2641.026123
	Iteration 0F: 2 clusters Score -5839370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5810834.000000 Penalty: 5282.052246
	Iteration 0F: 3 clusters Score -5810834 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5821612.000000 Penalty: 5282.052246
	Iteration 1F: 3 clusters Score -5821612 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5822211.500000 Penalty: 5282.052246
	Iteration 2Q: 3 clusters Score -5822212 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5822789.500000 Penalty: 5282.052246
	Iteration 3Q: 3 clusters Score -5822790 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -5823390.500000 Penalty: 5282.052246
	Iteration 4Q: 3 clusters Score -5823390 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5824285.500000 Penalty: 5282.052246
	Iteration 5Q: 3 clusters Score -5824286 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5825533.000000 Penalty: 5282.052246
	Iteration 6F: 3 clusters Score -5825533 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5827416.000000 Penalty: 5282.052246
	Iteration 7F: 3 clusters Score -5827416 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5830066.000000 Penalty: 5282.052246
	Iteration 8F: 3 clusters Score -5830066 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5832936.000000 Penalty: 5282.052246
	Iteration 9F: 3 clusters Score -5832936 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5835204.500000 Penalty: 5282.052246
	Iteration 10F: 3 clusters Score -5835204 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5836596.500000 Penalty: 5282.052246
	Iteration 11Q: 3 clusters Score -5836596 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5837401.000000 Penalty: 5282.052246
	Iteration 12Q: 3 clusters Score -5837401 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5837915.500000 Penalty: 5282.052246
	Iteration 13Q: 3 clusters Score -5837916 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5838121.000000 Penalty: 5282.052246
	Iteration 14Q: 3 clusters Score -5838121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5838279.500000 Penalty: 5282.052246
	Iteration 15Q: 3 clusters Score -5838280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5838365.000000 Penalty: 5282.052246
	Iteration 16Q: 3 clusters Score -5838365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5838427.000000 Penalty: 5282.052246
	Iteration 17Q: 3 clusters Score -5838427 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5838449.000000 Penalty: 5282.052246
	Iteration 18Q: 3 clusters Score -5838449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5838470.500000 Penalty: 5282.052246
	Iteration 19Q: 3 clusters Score -5838470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5838503.000000 Penalty: 5282.052246
	Iteration 20F: 3 clusters Score -5838503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5838523.500000 Penalty: 5282.052246
	Iteration 21Q: 3 clusters Score -5838524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5838535.000000 Penalty: 5282.052246
	Iteration 22Q: 3 clusters Score -5838535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5838555.000000 Penalty: 5282.052246
	Iteration 23Q: 3 clusters Score -5838555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5838552.000000 Penalty: 5282.052246
	Iteration 24Q: 3 clusters Score -5838552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5838562.000000 Penalty: 5282.052246
	Iteration 25Q: 3 clusters Score -5838562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5838566.500000 Penalty: 5282.052246
	Iteration 26Q: 3 clusters Score -5838566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5838559.500000 Penalty: 5282.052246
	Iteration 27Q: 3 clusters Score -5838560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5838559.000000 Penalty: 5282.052246
	Iteration 28Q: 3 clusters Score -5838559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5838561.500000 Penalty: 5282.052246
	Iteration 29Q: 3 clusters Score -5838562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5838565.000000 Penalty: 5282.052246
	Iteration 30Q: 3 clusters Score -5838565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5838560.000000 Penalty: 5282.052246
	Iteration 31Q: 3 clusters Score -5838560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5838559.000000 Penalty: 5282.052246
	Iteration 32Q: 3 clusters Score -5838559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5838560.000000 Penalty: 5282.052246
	Iteration 33Q: 3 clusters Score -5838560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5838562.000000 Penalty: 5282.052246
	Iteration 34Q: 3 clusters Score -5838562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5838561.000000 Penalty: 5282.052246
	Iteration 35Q: 3 clusters Score -5838561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5838561.000000 Penalty: 5282.052246
	Iteration 36F: 3 clusters Score -5838561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -355442.156250 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -355442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -352369.218750 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -352369.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -353058.843750 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -353058.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -353263.187500 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -353263.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -353381.093750 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -353381.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -353461.531250 Penalty: 3921.830078
	Iteration 4Q: 3 clusters Score -353461.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -353531.031250 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -353531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -353594.781250 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -353594.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -353638.375000 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -353638.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -353670.500000 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -353670.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -353695.218750 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -353695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353712.968750 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -353713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -353729.812500 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -353729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -353739.625000 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -353739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -353752.843750 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -353752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -353763.843750 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -353763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -353773.531250 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -353773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -353781.718750 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -353781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -353786.656250 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -353786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -353792.218750 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -353792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -353796.812500 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -353796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -353800.718750 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -353800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -353802.625000 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -353802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -353804.250000 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -353804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -353804.968750 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -353805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -353805.812500 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -353805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -353806.125000 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -353806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -353806.843750 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -353806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -353808.125000 Penalty: 3921.830078
	Iteration 27Q: 3 clusters Score -353808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -353809.906250 Penalty: 3921.830078
	Iteration 28Q: 3 clusters Score -353809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -353814.875000 Penalty: 3921.830078
	Iteration 29Q: 3 clusters Score -353814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -353819.968750 Penalty: 3921.830078
	Iteration 30Q: 3 clusters Score -353820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -353824.500000 Penalty: 3921.830078
	Iteration 31Q: 3 clusters Score -353824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -353829.750000 Penalty: 3921.830078
	Iteration 32Q: 3 clusters Score -353829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -353833.437500 Penalty: 3921.830078
	Iteration 33Q: 3 clusters Score -353833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -353837.031250 Penalty: 3921.830078
	Iteration 34Q: 3 clusters Score -353837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -353842.375000 Penalty: 3921.830078
	Iteration 35Q: 3 clusters Score -353842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -353845.312500 Penalty: 3921.830078
	Iteration 36Q: 3 clusters Score -353845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -353846.312500 Penalty: 3921.830078
	Iteration 37Q: 3 clusters Score -353846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -353846.718750 Penalty: 3921.830078
	Iteration 38Q: 3 clusters Score -353846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -353846.718750 Penalty: 3921.830078
	Iteration 39F: 3 clusters Score -353846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -578359.875000 Penalty: 2056.614258
	Iteration 0F: 2 clusters Score -578359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -574469.125000 Penalty: 4113.228516
	Iteration 0F: 3 clusters Score -574469.1 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -575316.500000 Penalty: 4113.228516
	Iteration 1F: 3 clusters Score -575316.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -575487.625000 Penalty: 4113.228516
	Iteration 2F: 3 clusters Score -575487.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -575607.812500 Penalty: 4113.228516
	Iteration 3Q: 3 clusters Score -575607.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -575705.062500 Penalty: 4113.228516
	Iteration 4Q: 3 clusters Score -575705.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -575797.437500 Penalty: 4113.228516
	Iteration 5Q: 3 clusters Score -575797.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -575872.062500 Penalty: 4113.228516
	Iteration 6Q: 3 clusters Score -575872.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -575925.562500 Penalty: 4113.228516
	Iteration 7Q: 3 clusters Score -575925.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -575972.687500 Penalty: 4113.228516
	Iteration 8Q: 3 clusters Score -575972.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -576022.812500 Penalty: 4113.228516
	Iteration 9Q: 3 clusters Score -576022.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -576081.937500 Penalty: 4113.228516
	Iteration 10Q: 3 clusters Score -576081.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -576156.687500 Penalty: 4113.228516
	Iteration 11Q: 3 clusters Score -576156.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -576249.437500 Penalty: 4113.228516
	Iteration 12Q: 3 clusters Score -576249.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -576354.812500 Penalty: 4113.228516
	Iteration 13Q: 3 clusters Score -576354.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -576467.500000 Penalty: 4113.228516
	Iteration 14Q: 3 clusters Score -576467.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -576589.562500 Penalty: 4113.228516
	Iteration 15Q: 3 clusters Score -576589.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -576733.625000 Penalty: 4113.228516
	Iteration 16Q: 3 clusters Score -576733.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -576917.062500 Penalty: 4113.228516
	Iteration 17Q: 3 clusters Score -576917.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -577095.187500 Penalty: 4113.228516
	Iteration 18Q: 3 clusters Score -577095.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -577253.312500 Penalty: 4113.228516
	Iteration 19Q: 3 clusters Score -577253.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -577417.312500 Penalty: 4113.228516
	Iteration 20F: 3 clusters Score -577417.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -577571.562500 Penalty: 4113.228516
	Iteration 21Q: 3 clusters Score -577571.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -577728.312500 Penalty: 4113.228516
	Iteration 22Q: 3 clusters Score -577728.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -577857.187500 Penalty: 4113.228516
	Iteration 23Q: 3 clusters Score -577857.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -577924.687500 Penalty: 4113.228516
	Iteration 24Q: 3 clusters Score -577924.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -577955.687500 Penalty: 4113.228516
	Iteration 25Q: 3 clusters Score -577955.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -577970.562500 Penalty: 4113.228516
	Iteration 26Q: 3 clusters Score -577970.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -577980.875000 Penalty: 4113.228516
	Iteration 27Q: 3 clusters Score -577980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -577988.687500 Penalty: 4113.228516
	Iteration 28Q: 3 clusters Score -577988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -577994.125000 Penalty: 4113.228516
	Iteration 29Q: 3 clusters Score -577994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -577999.500000 Penalty: 4113.228516
	Iteration 30Q: 3 clusters Score -577999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -578000.062500 Penalty: 4113.228516
	Iteration 31Q: 3 clusters Score -578000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -578003.937500 Penalty: 4113.228516
	Iteration 32Q: 3 clusters Score -578003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -578003.562500 Penalty: 4113.228516
	Iteration 33Q: 3 clusters Score -578003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -578005.750000 Penalty: 4113.228516
	Iteration 34Q: 3 clusters Score -578005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -578007.250000 Penalty: 4113.228516
	Iteration 35Q: 3 clusters Score -578007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -578007.375000 Penalty: 4113.228516
	Iteration 36Q: 3 clusters Score -578007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -578007.375000 Penalty: 4113.228516
	Iteration 37F: 3 clusters Score -578007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 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 286 members 
Entering Unmasked Estep 
Score: -72234.140625 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72234.14 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72488.195312 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72488.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72674.304688 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72674.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72777.445312 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -72777.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73038.656250 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73038.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73082.484375 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73082.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73100.367188 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73100.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73117.968750 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73117.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73136.468750 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73136.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73143.179688 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73143.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73148.781250 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73148.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73150.210938 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73150.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73152.492188 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73152.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73154.132812 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73154.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73156.039062 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73156.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73161.593750 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73161.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73164.875000 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -73164.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73165.992188 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -73165.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73170.468750 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -73170.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73170.468750 Penalty: 3168.726318
	Iteration 19F: 3 clusters Score -73170.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Entering Unmasked Estep 
Score: -5944592.500000 Penalty: 2637.244629
	Iteration 0F: 2 clusters Score -5944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5916431.500000 Penalty: 5274.489258
	Iteration 0F: 3 clusters Score -5916432 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5926983.000000 Penalty: 5274.489258
	Iteration 1F: 3 clusters Score -5926983 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5927726.500000 Penalty: 5274.489258
	Iteration 2Q: 3 clusters Score -5927726 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5928709.500000 Penalty: 5274.489258
	Iteration 3Q: 3 clusters Score -5928710 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5929933.000000 Penalty: 5274.489258
	Iteration 4F: 3 clusters Score -5929933 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5931439.500000 Penalty: 5274.489258
	Iteration 5F: 3 clusters Score -5931440 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -5933012.500000 Penalty: 5274.489258
	Iteration 6F: 3 clusters Score -5933012 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5934706.000000 Penalty: 5274.489258
	Iteration 7F: 3 clusters Score -5934706 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5936118.000000 Penalty: 5274.489258
	Iteration 8F: 3 clusters Score -5936118 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5937163.000000 Penalty: 5274.489258
	Iteration 9Q: 3 clusters Score -5937163 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -5937793.500000 Penalty: 5274.489258
	Iteration 10Q: 3 clusters Score -5937794 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -5938212.000000 Penalty: 5274.489258
	Iteration 11Q: 3 clusters Score -5938212 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5938467.500000 Penalty: 5274.489258
	Iteration 12Q: 3 clusters Score -5938468 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5938707.500000 Penalty: 5274.489258
	Iteration 13Q: 3 clusters Score -5938708 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5938925.000000 Penalty: 5274.489258
	Iteration 14Q: 3 clusters Score -5938925 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5939214.500000 Penalty: 5274.489258
	Iteration 15Q: 3 clusters Score -5939214 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -5939505.500000 Penalty: 5274.489258
	Iteration 16Q: 3 clusters Score -5939506 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -5939910.000000 Penalty: 5274.489258
	Iteration 17Q: 3 clusters Score -5939910 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -5940741.000000 Penalty: 5274.489258
	Iteration 18Q: 3 clusters Score -5940741 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5942269.000000 Penalty: 5274.489258
	Iteration 19Q: 3 clusters Score -5942269 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -5942763.500000 Penalty: 5274.489258
	Iteration 20F: 3 clusters Score -5942764 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5942917.000000 Penalty: 5274.489258
	Iteration 21Q: 3 clusters Score -5942917 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5942990.500000 Penalty: 5274.489258
	Iteration 22Q: 3 clusters Score -5942990 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5943033.500000 Penalty: 5274.489258
	Iteration 23Q: 3 clusters Score -5943034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5943041.500000 Penalty: 5274.489258
	Iteration 24Q: 3 clusters Score -5943042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5943100.500000 Penalty: 5274.489258
	Iteration 25Q: 3 clusters Score -5943100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5943110.500000 Penalty: 5274.489258
	Iteration 26Q: 3 clusters Score -5943110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5943154.500000 Penalty: 5274.489258
	Iteration 27Q: 3 clusters Score -5943154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5943154.500000 Penalty: 5274.489258
	Iteration 28Q: 3 clusters Score -5943154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5943186.500000 Penalty: 5274.489258
	Iteration 29Q: 3 clusters Score -5943186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5943188.500000 Penalty: 5274.489258
	Iteration 30Q: 3 clusters Score -5943188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5943192.000000 Penalty: 5274.489258
	Iteration 31Q: 3 clusters Score -5943192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5943200.000000 Penalty: 5274.489258
	Iteration 32Q: 3 clusters Score -5943200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5943208.500000 Penalty: 5274.489258
	Iteration 33Q: 3 clusters Score -5943208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5943201.500000 Penalty: 5274.489258
	Iteration 34Q: 3 clusters Score -5943202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5943194.000000 Penalty: 5274.489258
	Iteration 35Q: 3 clusters Score -5943194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -5943193.500000 Penalty: 5274.489258
	Iteration 36Q: 3 clusters Score -5943194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5943195.000000 Penalty: 5274.489258
	Iteration 37Q: 3 clusters Score -5943195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5943192.000000 Penalty: 5274.489258
	Iteration 38Q: 3 clusters Score -5943192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -5943202.500000 Penalty: 5274.489258
	Iteration 39Q: 3 clusters Score -5943202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -5943201.000000 Penalty: 5274.489258
	Iteration 40F: 3 clusters Score -5943201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5943214.000000 Penalty: 5274.489258
	Iteration 41Q: 3 clusters Score -5943214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5943222.000000 Penalty: 5274.489258
	Iteration 42Q: 3 clusters Score -5943222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5943225.500000 Penalty: 5274.489258
	Iteration 43Q: 3 clusters Score -5943226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5943232.500000 Penalty: 5274.489258
	Iteration 44Q: 3 clusters Score -5943232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5943227.500000 Penalty: 5274.489258
	Iteration 45Q: 3 clusters Score -5943228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5943245.000000 Penalty: 5274.489258
	Iteration 46Q: 3 clusters Score -5943245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5943252.500000 Penalty: 5274.489258
	Iteration 47Q: 3 clusters Score -5943252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5943255.000000 Penalty: 5274.489258
	Iteration 48Q: 3 clusters Score -5943255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5943251.000000 Penalty: 5274.489258
	Iteration 49Q: 3 clusters Score -5943251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5943253.000000 Penalty: 5274.489258
	Iteration 50Q: 3 clusters Score -5943253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5943245.500000 Penalty: 5274.489258
	Iteration 51Q: 3 clusters Score -5943246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5943258.500000 Penalty: 5274.489258
	Iteration 52Q: 3 clusters Score -5943258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -5943263.500000 Penalty: 5274.489258
	Iteration 53Q: 3 clusters Score -5943264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5943268.000000 Penalty: 5274.489258
	Iteration 54Q: 3 clusters Score -5943268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5943268.500000 Penalty: 5274.489258
	Iteration 55Q: 3 clusters Score -5943268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5943266.500000 Penalty: 5274.489258
	Iteration 56Q: 3 clusters Score -5943266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5943268.500000 Penalty: 5274.489258
	Iteration 57Q: 3 clusters Score -5943268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5943269.000000 Penalty: 5274.489258
	Iteration 58Q: 3 clusters Score -5943269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5943265.500000 Penalty: 5274.489258
	Iteration 59Q: 3 clusters Score -5943266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5943271.500000 Penalty: 5274.489258
	Iteration 60F: 3 clusters Score -5943272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5943270.500000 Penalty: 5274.489258
	Iteration 61Q: 3 clusters Score -5943270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5943271.000000 Penalty: 5274.489258
	Iteration 62Q: 3 clusters Score -5943271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5943271.000000 Penalty: 5274.489258
	Iteration 63F: 3 clusters Score -5943271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Entering Unmasked Estep 
Score: -4800395.500000 Penalty: 2575.997314
	Iteration 0F: 2 clusters Score -4800396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4778163.500000 Penalty: 5151.994629
	Iteration 0F: 3 clusters Score -4778164 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4786212.500000 Penalty: 5151.994629
	Iteration 1F: 3 clusters Score -4786212 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4786647.500000 Penalty: 5151.994629
	Iteration 2Q: 3 clusters Score -4786648 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4787020.500000 Penalty: 5151.994629
	Iteration 3Q: 3 clusters Score -4787020 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4787323.000000 Penalty: 5151.994629
	Iteration 4Q: 3 clusters Score -4787323 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4787624.500000 Penalty: 5151.994629
	Iteration 5Q: 3 clusters Score -4787624 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4787974.000000 Penalty: 5151.994629
	Iteration 6Q: 3 clusters Score -4787974 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4788406.500000 Penalty: 5151.994629
	Iteration 7Q: 3 clusters Score -4788406 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4788931.500000 Penalty: 5151.994629
	Iteration 8Q: 3 clusters Score -4788932 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4789711.000000 Penalty: 5151.994629
	Iteration 9Q: 3 clusters Score -4789711 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4790786.000000 Penalty: 5151.994629
	Iteration 10F: 3 clusters Score -4790786 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4792166.000000 Penalty: 5151.994629
	Iteration 11F: 3 clusters Score -4792166 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4793606.500000 Penalty: 5151.994629
	Iteration 12F: 3 clusters Score -4793606 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4794779.500000 Penalty: 5151.994629
	Iteration 13Q: 3 clusters Score -4794780 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4795603.500000 Penalty: 5151.994629
	Iteration 14Q: 3 clusters Score -4795604 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4796073.500000 Penalty: 5151.994629
	Iteration 15Q: 3 clusters Score -4796074 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4796373.000000 Penalty: 5151.994629
	Iteration 16Q: 3 clusters Score -4796373 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4796647.500000 Penalty: 5151.994629
	Iteration 17Q: 3 clusters Score -4796648 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4796860.000000 Penalty: 5151.994629
	Iteration 18Q: 3 clusters Score -4796860 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4797078.500000 Penalty: 5151.994629
	Iteration 19Q: 3 clusters Score -4797078 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4797258.500000 Penalty: 5151.994629
	Iteration 20F: 3 clusters Score -4797258 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4797424.500000 Penalty: 5151.994629
	Iteration 21Q: 3 clusters Score -4797424 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4797580.000000 Penalty: 5151.994629
	Iteration 22Q: 3 clusters Score -4797580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4797710.500000 Penalty: 5151.994629
	Iteration 23Q: 3 clusters Score -4797710 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4797836.500000 Penalty: 5151.994629
	Iteration 24Q: 3 clusters Score -4797836 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4797917.000000 Penalty: 5151.994629
	Iteration 25Q: 3 clusters Score -4797917 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4797986.500000 Penalty: 5151.994629
	Iteration 26Q: 3 clusters Score -4797986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4798037.000000 Penalty: 5151.994629
	Iteration 27Q: 3 clusters Score -4798037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4798073.000000 Penalty: 5151.994629
	Iteration 28Q: 3 clusters Score -4798073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4798106.500000 Penalty: 5151.994629
	Iteration 29Q: 3 clusters Score -4798106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4798144.000000 Penalty: 5151.994629
	Iteration 30Q: 3 clusters Score -4798144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4798163.000000 Penalty: 5151.994629
	Iteration 31Q: 3 clusters Score -4798163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4798174.500000 Penalty: 5151.994629
	Iteration 32Q: 3 clusters Score -4798174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4798183.000000 Penalty: 5151.994629
	Iteration 33Q: 3 clusters Score -4798183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4798192.500000 Penalty: 5151.994629
	Iteration 34Q: 3 clusters Score -4798192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4798205.000000 Penalty: 5151.994629
	Iteration 35Q: 3 clusters Score -4798205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4798215.000000 Penalty: 5151.994629
	Iteration 36Q: 3 clusters Score -4798215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4798239.500000 Penalty: 5151.994629
	Iteration 37Q: 3 clusters Score -4798240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4798248.000000 Penalty: 5151.994629
	Iteration 38Q: 3 clusters Score -4798248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4798250.000000 Penalty: 5151.994629
	Iteration 39Q: 3 clusters Score -4798250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4798263.500000 Penalty: 5151.994629
	Iteration 40F: 3 clusters Score -4798264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4798272.500000 Penalty: 5151.994629
	Iteration 41Q: 3 clusters Score -4798272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4798270.000000 Penalty: 5151.994629
	Iteration 42Q: 3 clusters Score -4798270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4798272.500000 Penalty: 5151.994629
	Iteration 43Q: 3 clusters Score -4798272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4798273.000000 Penalty: 5151.994629
	Iteration 44Q: 3 clusters Score -4798273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4798271.500000 Penalty: 5151.994629
	Iteration 45Q: 3 clusters Score -4798272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4798267.000000 Penalty: 5151.994629
	Iteration 46Q: 3 clusters Score -4798267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4798271.500000 Penalty: 5151.994629
	Iteration 47Q: 3 clusters Score -4798272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4798270.500000 Penalty: 5151.994629
	Iteration 48Q: 3 clusters Score -4798270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4798271.000000 Penalty: 5151.994629
	Iteration 49Q: 3 clusters Score -4798271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4798270.500000 Penalty: 5151.994629
	Iteration 50Q: 3 clusters Score -4798270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4798270.500000 Penalty: 5151.994629
	Iteration 51F: 3 clusters Score -4798270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Entering Unmasked Estep 
Score: -1983885.000000 Penalty: 2366.544434
	Iteration 0F: 2 clusters Score -1983885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1973706.750000 Penalty: 4733.088867
	Iteration 0F: 3 clusters Score -1973707 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1976931.250000 Penalty: 4733.088867
	Iteration 1F: 3 clusters Score -1976931 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1977426.625000 Penalty: 4733.088867
	Iteration 2F: 3 clusters Score -1977427 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1977843.500000 Penalty: 4733.088867
	Iteration 3F: 3 clusters Score -1977844 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1978169.500000 Penalty: 4733.088867
	Iteration 4Q: 3 clusters Score -1978170 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1978449.750000 Penalty: 4733.088867
	Iteration 5Q: 3 clusters Score -1978450 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1978677.500000 Penalty: 4733.088867
	Iteration 6Q: 3 clusters Score -1978678 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1978880.250000 Penalty: 4733.088867
	Iteration 7Q: 3 clusters Score -1978880 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1979058.750000 Penalty: 4733.088867
	Iteration 8Q: 3 clusters Score -1979059 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1979206.500000 Penalty: 4733.088867
	Iteration 9Q: 3 clusters Score -1979206 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1979338.875000 Penalty: 4733.088867
	Iteration 10Q: 3 clusters Score -1979339 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1979455.875000 Penalty: 4733.088867
	Iteration 11Q: 3 clusters Score -1979456 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1979565.375000 Penalty: 4733.088867
	Iteration 12Q: 3 clusters Score -1979565 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1979689.875000 Penalty: 4733.088867
	Iteration 13Q: 3 clusters Score -1979690 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1979811.250000 Penalty: 4733.088867
	Iteration 14Q: 3 clusters Score -1979811 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1979938.625000 Penalty: 4733.088867
	Iteration 15Q: 3 clusters Score -1979939 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1980080.250000 Penalty: 4733.088867
	Iteration 16Q: 3 clusters Score -1980080 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1980208.375000 Penalty: 4733.088867
	Iteration 17Q: 3 clusters Score -1980208 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1980329.250000 Penalty: 4733.088867
	Iteration 18Q: 3 clusters Score -1980329 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1980448.625000 Penalty: 4733.088867
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1980642 nChanged 220
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Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1980715 nChanged 165
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Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1980757 nChanged 138
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1980804.000000 Penalty: 4733.088867
	Iteration 24Q: 3 clusters Score -1980804 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1980860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1980878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1980892.250000 Penalty: 4733.088867
	Iteration 28Q: 3 clusters Score -1980892 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1980910 nChanged 69
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1980922 nChanged 67
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Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1980938 nChanged 40
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1980948 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1980948 nChanged 38
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Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1980956 nChanged 37
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Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1980959 nChanged 39
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Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1980967 nChanged 42
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Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1980981 nChanged 35
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1980982 nChanged 32
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1980985 nChanged 37
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1980992 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1981012 nChanged 49
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1981017.875000 Penalty: 4733.088867
	Iteration 43Q: 3 clusters Score -1981018 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1981056 nChanged 35
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1981066 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1981066 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1981071 nChanged 15
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Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9934 members 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9939 members 
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Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1981077 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1981074 nChanged 14
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Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9970 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1981078 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1981085.250000 Penalty: 4733.088867
	Iteration 59Q: 3 clusters Score -1981085 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1981088 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1981090 nChanged 15
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Mstep: Class 1 contains 3921 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1981090 nChanged 9
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Mstep: Class 1 contains 3912 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1981089 nChanged 12
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1981090 nChanged 11
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Mstep: Class 1 contains 3891 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1981092 nChanged 20
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Mstep: Class 1 contains 3877 members 
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	Iteration 66Q: 3 clusters Score -1981090 nChanged 14
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Mstep: Class 1 contains 3863 members 
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	Iteration 67Q: 3 clusters Score -1981098 nChanged 14
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Mstep: Class 1 contains 3849 members 
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	Iteration 68Q: 3 clusters Score -1981096 nChanged 15
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Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10106 members 
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	Iteration 69Q: 3 clusters Score -1981100 nChanged 10
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Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1981103.000000 Penalty: 4733.088867
	Iteration 70Q: 3 clusters Score -1981103 nChanged 14
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Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 10124 members 
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Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10135 members 
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	Iteration 72Q: 3 clusters Score -1981107 nChanged 13
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Mstep: Class 1 contains 3792 members 
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	Iteration 73Q: 3 clusters Score -1981110 nChanged 14
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1981113 nChanged 12
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Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10172 members 
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	Iteration 75Q: 3 clusters Score -1981112 nChanged 16
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Mstep: Class 1 contains 3752 members 
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	Iteration 76Q: 3 clusters Score -1981115 nChanged 25
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Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1981121.625000 Penalty: 4733.088867
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Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1981123 nChanged 13
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1981122 nChanged 12
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Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1981122 nChanged 11
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Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1981125 nChanged 13
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Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1981130.750000 Penalty: 4733.088867
	Iteration 82Q: 3 clusters Score -1981131 nChanged 13
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Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1981127 nChanged 13
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1981128 nChanged 11
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1981129 nChanged 18
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Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10313 members 
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	Iteration 86Q: 3 clusters Score -1981136 nChanged 26
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1981144 nChanged 36
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1981146 nChanged 33
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1981154 nChanged 40
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Mstep: Class 1 contains 3508 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1981166 nChanged 46
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Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1981176 nChanged 37
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Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1981181 nChanged 38
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10541 members 
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	Iteration 93Q: 3 clusters Score -1981187 nChanged 32
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Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1981198.625000 Penalty: 4733.088867
	Iteration 94Q: 3 clusters Score -1981199 nChanged 31
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1981200 nChanged 28
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1981207.750000 Penalty: 4733.088867
	Iteration 96Q: 3 clusters Score -1981208 nChanged 28
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1981209 nChanged 23
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1981210 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1981215 nChanged 27
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1981221.875000 Penalty: 4733.088867
	Iteration 100F: 3 clusters Score -1981222 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1981228.250000 Penalty: 4733.088867
	Iteration 101Q: 3 clusters Score -1981228 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1981232.875000 Penalty: 4733.088867
	Iteration 102Q: 3 clusters Score -1981233 nChanged 22
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1981237.875000 Penalty: 4733.088867
	Iteration 103Q: 3 clusters Score -1981238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1981236 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1981243.625000 Penalty: 4733.088867
	Iteration 105Q: 3 clusters Score -1981244 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1981244 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1981246.000000 Penalty: 4733.088867
	Iteration 107Q: 3 clusters Score -1981246 nChanged 21
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Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1981248 nChanged 14
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Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1981248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1981252.625000 Penalty: 4733.088867
	Iteration 110Q: 3 clusters Score -1981253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1981254.875000 Penalty: 4733.088867
	Iteration 111Q: 3 clusters Score -1981255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1981255 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1981263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1981260 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1981259 nChanged 11
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1981264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1981262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1981266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1981267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1981267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1981267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1981272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1981272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1981278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1981276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1981277 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1981277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1981275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1981278 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1981282 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1981282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1981284 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1981284 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1981293 nChanged 20
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Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1981297 nChanged 29
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Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1981308 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1981307 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1981314 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1981319 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1981330 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1981330 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1981337 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1981338 nChanged 25
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Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1981346 nChanged 26
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Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1981354 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1981358 nChanged 24
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Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1981360 nChanged 16
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1981366 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1981375 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1981376 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1981380 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1981383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1981396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1981403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1981409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1981418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1981423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1981436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1981445 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1981449 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1981465 nChanged 28
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Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11800 members 
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	Iteration 162Q: 3 clusters Score -1981471 nChanged 35
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1981480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11862 members 
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	Iteration 164Q: 3 clusters Score -1981486 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1981497 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1981507 nChanged 33
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1981512.625000 Penalty: 4733.088867
	Iteration 167Q: 3 clusters Score -1981513 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1981528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1981532.500000 Penalty: 4733.088867
	Iteration 169Q: 3 clusters Score -1981532 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12033 members 
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	Iteration 170Q: 3 clusters Score -1981541 nChanged 37
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Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1981556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1981572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1981580 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1981589 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12212 members 
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	Iteration 175Q: 3 clusters Score -1981599 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1981617.500000 Penalty: 4733.088867
	Iteration 176Q: 3 clusters Score -1981618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1981619.250000 Penalty: 4733.088867
	Iteration 177Q: 3 clusters Score -1981619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1981625.375000 Penalty: 4733.088867
	Iteration 178Q: 3 clusters Score -1981625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1981630.375000 Penalty: 4733.088867
	Iteration 179Q: 3 clusters Score -1981630 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1981635.750000 Penalty: 4733.088867
	Iteration 180F: 3 clusters Score -1981636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1981646.250000 Penalty: 4733.088867
	Iteration 181Q: 3 clusters Score -1981646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1981654.875000 Penalty: 4733.088867
	Iteration 182Q: 3 clusters Score -1981655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1981661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1981665.875000 Penalty: 4733.088867
	Iteration 184Q: 3 clusters Score -1981666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1981671.000000 Penalty: 4733.088867
	Iteration 185Q: 3 clusters Score -1981671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1981675.500000 Penalty: 4733.088867
	Iteration 186Q: 3 clusters Score -1981676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1981684.625000 Penalty: 4733.088867
	Iteration 187Q: 3 clusters Score -1981685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1981691.000000 Penalty: 4733.088867
	Iteration 188Q: 3 clusters Score -1981691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1981693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1981695 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1981704.250000 Penalty: 4733.088867
	Iteration 191Q: 3 clusters Score -1981704 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1981707.625000 Penalty: 4733.088867
	Iteration 192Q: 3 clusters Score -1981708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1981722.000000 Penalty: 4733.088867
	Iteration 193Q: 3 clusters Score -1981722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1981727.625000 Penalty: 4733.088867
	Iteration 194Q: 3 clusters Score -1981728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1981734.250000 Penalty: 4733.088867
	Iteration 195Q: 3 clusters Score -1981734 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1981742.125000 Penalty: 4733.088867
	Iteration 196Q: 3 clusters Score -1981742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1981748.625000 Penalty: 4733.088867
	Iteration 197Q: 3 clusters Score -1981749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1981756.500000 Penalty: 4733.088867
	Iteration 198Q: 3 clusters Score -1981756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1981760.500000 Penalty: 4733.088867
	Iteration 199Q: 3 clusters Score -1981760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1981769.750000 Penalty: 4733.088867
	Iteration 200F: 3 clusters Score -1981770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1981772.125000 Penalty: 4733.088867
	Iteration 201Q: 3 clusters Score -1981772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1981777.000000 Penalty: 4733.088867
	Iteration 202Q: 3 clusters Score -1981777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1981777.625000 Penalty: 4733.088867
	Iteration 203Q: 3 clusters Score -1981778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1981781.125000 Penalty: 4733.088867
	Iteration 204Q: 3 clusters Score -1981781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1981783.375000 Penalty: 4733.088867
	Iteration 205Q: 3 clusters Score -1981783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1981788.375000 Penalty: 4733.088867
	Iteration 206Q: 3 clusters Score -1981788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1981784.125000 Penalty: 4733.088867
	Iteration 207Q: 3 clusters Score -1981784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1981786.875000 Penalty: 4733.088867
	Iteration 208Q: 3 clusters Score -1981787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1981793.250000 Penalty: 4733.088867
	Iteration 209Q: 3 clusters Score -1981793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1981799.625000 Penalty: 4733.088867
	Iteration 210Q: 3 clusters Score -1981800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1981803.375000 Penalty: 4733.088867
	Iteration 211Q: 3 clusters Score -1981803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1981808.750000 Penalty: 4733.088867
	Iteration 212Q: 3 clusters Score -1981809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1981806.750000 Penalty: 4733.088867
	Iteration 213Q: 3 clusters Score -1981807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1981813.250000 Penalty: 4733.088867
	Iteration 214Q: 3 clusters Score -1981813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1981814.500000 Penalty: 4733.088867
	Iteration 215Q: 3 clusters Score -1981814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1981813.375000 Penalty: 4733.088867
	Iteration 216Q: 3 clusters Score -1981813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1981811.250000 Penalty: 4733.088867
	Iteration 217Q: 3 clusters Score -1981811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1981818.375000 Penalty: 4733.088867
	Iteration 218Q: 3 clusters Score -1981818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1981821.375000 Penalty: 4733.088867
	Iteration 219Q: 3 clusters Score -1981821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1981819.750000 Penalty: 4733.088867
	Iteration 220F: 3 clusters Score -1981820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1981820.500000 Penalty: 4733.088867
	Iteration 221Q: 3 clusters Score -1981820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1981825.000000 Penalty: 4733.088867
	Iteration 222Q: 3 clusters Score -1981825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1981826.375000 Penalty: 4733.088867
	Iteration 223Q: 3 clusters Score -1981826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1981828.500000 Penalty: 4733.088867
	Iteration 224Q: 3 clusters Score -1981828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1981829.875000 Penalty: 4733.088867
	Iteration 225Q: 3 clusters Score -1981830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1981832.125000 Penalty: 4733.088867
	Iteration 226Q: 3 clusters Score -1981832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1981838.250000 Penalty: 4733.088867
	Iteration 227Q: 3 clusters Score -1981838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1981849.625000 Penalty: 4733.088867
	Iteration 228Q: 3 clusters Score -1981850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1981858.125000 Penalty: 4733.088867
	Iteration 229Q: 3 clusters Score -1981858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1981864.875000 Penalty: 4733.088867
	Iteration 230Q: 3 clusters Score -1981865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1981873.875000 Penalty: 4733.088867
	Iteration 231Q: 3 clusters Score -1981874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1981877.625000 Penalty: 4733.088867
	Iteration 232Q: 3 clusters Score -1981878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1981879.125000 Penalty: 4733.088867
	Iteration 233Q: 3 clusters Score -1981879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1981889.500000 Penalty: 4733.088867
	Iteration 234Q: 3 clusters Score -1981890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1981893.125000 Penalty: 4733.088867
	Iteration 235Q: 3 clusters Score -1981893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1981893.875000 Penalty: 4733.088867
	Iteration 236Q: 3 clusters Score -1981894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1981895.625000 Penalty: 4733.088867
	Iteration 237Q: 3 clusters Score -1981896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1981898.625000 Penalty: 4733.088867
	Iteration 238Q: 3 clusters Score -1981899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1981899.625000 Penalty: 4733.088867
	Iteration 239Q: 3 clusters Score -1981900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1981904.500000 Penalty: 4733.088867
	Iteration 240F: 3 clusters Score -1981904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1981904.875000 Penalty: 4733.088867
	Iteration 241Q: 3 clusters Score -1981905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1981907.000000 Penalty: 4733.088867
	Iteration 242Q: 3 clusters Score -1981907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1981907.125000 Penalty: 4733.088867
	Iteration 243Q: 3 clusters Score -1981907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1981906.375000 Penalty: 4733.088867
	Iteration 244Q: 3 clusters Score -1981906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1981906.375000 Penalty: 4733.088867
	Iteration 245F: 3 clusters Score -1981906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -842499.437500 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -842499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -837532.812500 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -837532.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -838680.125000 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -838680.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -838890.062500 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -838890.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -839024.937500 Penalty: 4300.958008
	Iteration 3Q: 3 clusters Score -839024.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -839125.625000 Penalty: 4300.958008
	Iteration 4Q: 3 clusters Score -839125.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -839208.625000 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -839208.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -839271.000000 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -839271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -839323.312500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -839323.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -839378.250000 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -839378.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -839424.875000 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -839424.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -839472.000000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -839472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -839514.875000 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -839514.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -839568.500000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -839568.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -839620.687500 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -839620.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -839677.062500 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -839677.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -839751.125000 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -839751.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -839820.125000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -839820.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -839896.875000 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -839896.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -839957.250000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -839957.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -840029.437500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -840029.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -840096.500000 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -840096.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -840166.750000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -840166.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -840246.250000 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -840246.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -840298.937500 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -840298.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -840342.250000 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -840342.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -840379.250000 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -840379.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -840424.875000 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -840424.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -840462.062500 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -840462.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -840489.687500 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -840489.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -840524.937500 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -840524.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -840544.375000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -840544.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -840574.250000 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -840574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -840592.437500 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -840592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -840606.625000 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -840606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -840613.687500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -840613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -840624.625000 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -840624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -840633.562500 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -840633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -840640.937500 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -840640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -840648.750000 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -840648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -840656.250000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -840656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -840660.250000 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -840660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -840663.687500 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -840663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -840665.812500 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -840665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -840669.187500 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -840669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -840672.812500 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -840672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -840673.250000 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -840673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -840673.250000 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -840673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -840673.250000 Penalty: 4300.958008
	Iteration 47F: 3 clusters Score -840673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200152 members 
Entering Unmasked Estep 
Score: -29294896.000000 Penalty: 3027.294434
	Iteration 0F: 2 clusters Score -2.92949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -29168954.000000 Penalty: 6054.588867
	Iteration 0F: 3 clusters Score -2.916895e+07 nChanged 96378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 98730 members 
Entering Unmasked Estep 
Score: -29225278.000000 Penalty: 6054.588867
	Iteration 1F: 3 clusters Score -2.922528e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -29226406.000000 Penalty: 6054.588867
	Iteration 2Q: 3 clusters Score -2.922641e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -29227912.000000 Penalty: 6054.588867
	Iteration 3Q: 3 clusters Score -2.922791e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -29230266.000000 Penalty: 6054.588867
	Iteration 4Q: 3 clusters Score -2.923027e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -29233512.000000 Penalty: 6054.588867
	Iteration 5Q: 3 clusters Score -2.923351e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -29238730.000000 Penalty: 6054.588867
	Iteration 6F: 3 clusters Score -2.923873e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -29247034.000000 Penalty: 6054.588867
	Iteration 7F: 3 clusters Score -2.924703e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -29257576.000000 Penalty: 6054.588867
	Iteration 8F: 3 clusters Score -2.925758e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -29266558.000000 Penalty: 6054.588867
	Iteration 9F: 3 clusters Score -2.926656e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -29271676.000000 Penalty: 6054.588867
	Iteration 10F: 3 clusters Score -2.927168e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -29273482.000000 Penalty: 6054.588867
	Iteration 11Q: 3 clusters Score -2.927348e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -29274486.000000 Penalty: 6054.588867
	Iteration 12Q: 3 clusters Score -2.927449e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132472 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -29275476.000000 Penalty: 6054.588867
	Iteration 13Q: 3 clusters Score -2.927548e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133455 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -29276258.000000 Penalty: 6054.588867
	Iteration 14Q: 3 clusters Score -2.927626e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -29277174.000000 Penalty: 6054.588867
	Iteration 15Q: 3 clusters Score -2.927717e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -29277984.000000 Penalty: 6054.588867
	Iteration 16Q: 3 clusters Score -2.927798e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136068 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -29278746.000000 Penalty: 6054.588867
	Iteration 17Q: 3 clusters Score -2.927875e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136820 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -29279646.000000 Penalty: 6054.588867
	Iteration 18Q: 3 clusters Score -2.927965e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -29280432.000000 Penalty: 6054.588867
	Iteration 19Q: 3 clusters Score -2.928043e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -29280940.000000 Penalty: 6054.588867
	Iteration 20F: 3 clusters Score -2.928094e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -29281472.000000 Penalty: 6054.588867
	Iteration 21Q: 3 clusters Score -2.928147e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -29281812.000000 Penalty: 6054.588867
	Iteration 22Q: 3 clusters Score -2.928181e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -29282100.000000 Penalty: 6054.588867
	Iteration 23Q: 3 clusters Score -2.92821e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -29282462.000000 Penalty: 6054.588867
	Iteration 24Q: 3 clusters Score -2.928246e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140620 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -29282796.000000 Penalty: 6054.588867
	Iteration 25Q: 3 clusters Score -2.92828e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -29282956.000000 Penalty: 6054.588867
	Iteration 26Q: 3 clusters Score -2.928296e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -29283156.000000 Penalty: 6054.588867
	Iteration 27Q: 3 clusters Score -2.928316e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -29283272.000000 Penalty: 6054.588867
	Iteration 28Q: 3 clusters Score -2.928327e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -29283370.000000 Penalty: 6054.588867
	Iteration 29Q: 3 clusters Score -2.928337e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -29283478.000000 Penalty: 6054.588867
	Iteration 30Q: 3 clusters Score -2.928348e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -29283588.000000 Penalty: 6054.588867
	Iteration 31Q: 3 clusters Score -2.928359e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -29283674.000000 Penalty: 6054.588867
	Iteration 32Q: 3 clusters Score -2.928367e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -29283712.000000 Penalty: 6054.588867
	Iteration 33Q: 3 clusters Score -2.928371e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -29283816.000000 Penalty: 6054.588867
	Iteration 34Q: 3 clusters Score -2.928382e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -29283880.000000 Penalty: 6054.588867
	Iteration 35Q: 3 clusters Score -2.928388e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -29283988.000000 Penalty: 6054.588867
	Iteration 36Q: 3 clusters Score -2.928399e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -29284112.000000 Penalty: 6054.588867
	Iteration 37Q: 3 clusters Score -2.928411e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -29284222.000000 Penalty: 6054.588867
	Iteration 38Q: 3 clusters Score -2.928422e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -29284252.000000 Penalty: 6054.588867
	Iteration 39Q: 3 clusters Score -2.928425e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -29284354.000000 Penalty: 6054.588867
	Iteration 40F: 3 clusters Score -2.928435e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -29284430.000000 Penalty: 6054.588867
	Iteration 41Q: 3 clusters Score -2.928443e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -29284514.000000 Penalty: 6054.588867
	Iteration 42Q: 3 clusters Score -2.928451e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149226 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -29284642.000000 Penalty: 6054.588867
	Iteration 43Q: 3 clusters Score -2.928464e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -29284666.000000 Penalty: 6054.588867
	Iteration 44Q: 3 clusters Score -2.928467e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -29284814.000000 Penalty: 6054.588867
	Iteration 45Q: 3 clusters Score -2.928481e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -29284952.000000 Penalty: 6054.588867
	Iteration 46Q: 3 clusters Score -2.928495e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151652 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -29285180.000000 Penalty: 6054.588867
	Iteration 47Q: 3 clusters Score -2.928518e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -29285264.000000 Penalty: 6054.588867
	Iteration 48Q: 3 clusters Score -2.928526e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -29285320.000000 Penalty: 6054.588867
	Iteration 49Q: 3 clusters Score -2.928532e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -29285448.000000 Penalty: 6054.588867
	Iteration 50Q: 3 clusters Score -2.928545e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -29285712.000000 Penalty: 6054.588867
	Iteration 51Q: 3 clusters Score -2.928571e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -29285810.000000 Penalty: 6054.588867
	Iteration 52Q: 3 clusters Score -2.928581e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -29285904.000000 Penalty: 6054.588867
	Iteration 53Q: 3 clusters Score -2.92859e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -29286088.000000 Penalty: 6054.588867
	Iteration 54Q: 3 clusters Score -2.928609e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -29286212.000000 Penalty: 6054.588867
	Iteration 55Q: 3 clusters Score -2.928621e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -29286382.000000 Penalty: 6054.588867
	Iteration 56Q: 3 clusters Score -2.928638e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -29286516.000000 Penalty: 6054.588867
	Iteration 57Q: 3 clusters Score -2.928652e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -29286750.000000 Penalty: 6054.588867
	Iteration 58Q: 3 clusters Score -2.928675e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -29286892.000000 Penalty: 6054.588867
	Iteration 59Q: 3 clusters Score -2.928689e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162719 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -29287058.000000 Penalty: 6054.588867
	Iteration 60F: 3 clusters Score -2.928706e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163661 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -29287242.000000 Penalty: 6054.588867
	Iteration 61Q: 3 clusters Score -2.928724e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -29287402.000000 Penalty: 6054.588867
	Iteration 62Q: 3 clusters Score -2.92874e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -29287608.000000 Penalty: 6054.588867
	Iteration 63Q: 3 clusters Score -2.928761e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -29287824.000000 Penalty: 6054.588867
	Iteration 64Q: 3 clusters Score -2.928782e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -29288028.000000 Penalty: 6054.588867
	Iteration 65Q: 3 clusters Score -2.928803e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -29288492.000000 Penalty: 6054.588867
	Iteration 66Q: 3 clusters Score -2.928849e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -29288834.000000 Penalty: 6054.588867
	Iteration 67Q: 3 clusters Score -2.928883e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -29289242.000000 Penalty: 6054.588867
	Iteration 68Q: 3 clusters Score -2.928924e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -29289544.000000 Penalty: 6054.588867
	Iteration 69Q: 3 clusters Score -2.928954e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -29289998.000000 Penalty: 6054.588867
	Iteration 70Q: 3 clusters Score -2.929e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -29290574.000000 Penalty: 6054.588867
	Iteration 71Q: 3 clusters Score -2.929057e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -29290994.000000 Penalty: 6054.588867
	Iteration 72Q: 3 clusters Score -2.929099e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -29291422.000000 Penalty: 6054.588867
	Iteration 73Q: 3 clusters Score -2.929142e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180940 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -29291842.000000 Penalty: 6054.588867
	Iteration 74Q: 3 clusters Score -2.929184e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182724 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -29292212.000000 Penalty: 6054.588867
	Iteration 75Q: 3 clusters Score -2.929221e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -29292488.000000 Penalty: 6054.588867
	Iteration 76Q: 3 clusters Score -2.929249e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186409 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -29292730.000000 Penalty: 6054.588867
	Iteration 77Q: 3 clusters Score -2.929273e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188199 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -29292996.000000 Penalty: 6054.588867
	Iteration 78Q: 3 clusters Score -2.9293e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189898 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -29293344.000000 Penalty: 6054.588867
	Iteration 79Q: 3 clusters Score -2.929334e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191518 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -29293802.000000 Penalty: 6054.588867
	Iteration 80F: 3 clusters Score -2.92938e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -29293878.000000 Penalty: 6054.588867
	Iteration 81Q: 3 clusters Score -2.929388e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194289 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -29294008.000000 Penalty: 6054.588867
	Iteration 82Q: 3 clusters Score -2.929401e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195360 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -29293956.000000 Penalty: 6054.588867
	Iteration 83Q: 3 clusters Score -2.929396e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196252 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -29293754.000000 Penalty: 6054.588867
	Iteration 84Q: 3 clusters Score -2.929375e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196933 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -29293632.000000 Penalty: 6054.588867
	Iteration 85Q: 3 clusters Score -2.929363e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197420 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -29293570.000000 Penalty: 6054.588867
	Iteration 86Q: 3 clusters Score -2.929357e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197826 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -29293440.000000 Penalty: 6054.588867
	Iteration 87Q: 3 clusters Score -2.929344e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198154 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -29293300.000000 Penalty: 6054.588867
	Iteration 88Q: 3 clusters Score -2.92933e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -29293210.000000 Penalty: 6054.588867
	Iteration 89Q: 3 clusters Score -2.929321e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198586 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -29293136.000000 Penalty: 6054.588867
	Iteration 90Q: 3 clusters Score -2.929314e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198751 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -29293084.000000 Penalty: 6054.588867
	Iteration 91Q: 3 clusters Score -2.929308e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198884 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -29293010.000000 Penalty: 6054.588867
	Iteration 92Q: 3 clusters Score -2.929301e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199002 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29293034.000000 Penalty: 6054.588867
	Iteration 93Q: 3 clusters Score -2.929303e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199078 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -29293028.000000 Penalty: 6054.588867
	Iteration 94Q: 3 clusters Score -2.929303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -29293010.000000 Penalty: 6054.588867
	Iteration 95Q: 3 clusters Score -2.929301e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199182 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29293038.000000 Penalty: 6054.588867
	Iteration 96Q: 3 clusters Score -2.929304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199215 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -29293020.000000 Penalty: 6054.588867
	Iteration 97Q: 3 clusters Score -2.929302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -29293038.000000 Penalty: 6054.588867
	Iteration 98Q: 3 clusters Score -2.929304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199270 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -29293016.000000 Penalty: 6054.588867
	Iteration 99Q: 3 clusters Score -2.929302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199288 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -29293018.000000 Penalty: 6054.588867
	Iteration 100F: 3 clusters Score -2.929302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199308 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -29292972.000000 Penalty: 6054.588867
	Iteration 101Q: 3 clusters Score -2.929297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -29293004.000000 Penalty: 6054.588867
	Iteration 102Q: 3 clusters Score -2.9293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29292980.000000 Penalty: 6054.588867
	Iteration 103Q: 3 clusters Score -2.929298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -29292954.000000 Penalty: 6054.588867
	Iteration 104Q: 3 clusters Score -2.929295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199371 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -29292962.000000 Penalty: 6054.588867
	Iteration 105Q: 3 clusters Score -2.929296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -29292954.000000 Penalty: 6054.588867
	Iteration 106Q: 3 clusters Score -2.929295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199390 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -29292952.000000 Penalty: 6054.588867
	Iteration 107Q: 3 clusters Score -2.929295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -29292948.000000 Penalty: 6054.588867
	Iteration 108Q: 3 clusters Score -2.929295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199408 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -29292938.000000 Penalty: 6054.588867
	Iteration 109Q: 3 clusters Score -2.929294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199414 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -29292936.000000 Penalty: 6054.588867
	Iteration 110Q: 3 clusters Score -2.929294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -29292954.000000 Penalty: 6054.588867
	Iteration 111Q: 3 clusters Score -2.929295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199421 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -29292950.000000 Penalty: 6054.588867
	Iteration 112Q: 3 clusters Score -2.929295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199424 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -29292942.000000 Penalty: 6054.588867
	Iteration 113Q: 3 clusters Score -2.929294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199426 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -29292952.000000 Penalty: 6054.588867
	Iteration 114Q: 3 clusters Score -2.929295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -29292946.000000 Penalty: 6054.588867
	Iteration 115Q: 3 clusters Score -2.929295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -29292938.000000 Penalty: 6054.588867
	Iteration 116Q: 3 clusters Score -2.929294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199431 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -29292938.000000 Penalty: 6054.588867
	Iteration 117Q: 3 clusters Score -2.929294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199434 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -29292946.000000 Penalty: 6054.588867
	Iteration 118Q: 3 clusters Score -2.929295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -29292936.000000 Penalty: 6054.588867
	Iteration 119Q: 3 clusters Score -2.929294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199437 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -29292938.000000 Penalty: 6054.588867
	Iteration 120F: 3 clusters Score -2.929294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29292952.000000 Penalty: 6054.588867
	Iteration 121Q: 3 clusters Score -2.929295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29292952.000000 Penalty: 6054.588867
	Iteration 122Q: 3 clusters Score -2.929295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29292962.000000 Penalty: 6054.588867
	Iteration 123Q: 3 clusters Score -2.929296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29292962.000000 Penalty: 6054.588867
	Iteration 124F: 3 clusters Score -2.929296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -2417138.750000 Penalty: 2405.073486
	Iteration 0F: 2 clusters Score -2417139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2405427.000000 Penalty: 4810.146973
	Iteration 0F: 3 clusters Score -2405427 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2409106.500000 Penalty: 4810.146973
	Iteration 1F: 3 clusters Score -2409106 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2409412.250000 Penalty: 4810.146973
	Iteration 2F: 3 clusters Score -2409412 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2409668.000000 Penalty: 4810.146973
	Iteration 3Q: 3 clusters Score -2409668 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2409846.750000 Penalty: 4810.146973
	Iteration 4Q: 3 clusters Score -2409847 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2410006.250000 Penalty: 4810.146973
	Iteration 5Q: 3 clusters Score -2410006 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2410160.250000 Penalty: 4810.146973
	Iteration 6Q: 3 clusters Score -2410160 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2410335.250000 Penalty: 4810.146973
	Iteration 7Q: 3 clusters Score -2410335 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2410534.750000 Penalty: 4810.146973
	Iteration 8Q: 3 clusters Score -2410535 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2410775.000000 Penalty: 4810.146973
	Iteration 9Q: 3 clusters Score -2410775 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2411113.000000 Penalty: 4810.146973
	Iteration 10Q: 3 clusters Score -2411113 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2411518.000000 Penalty: 4810.146973
	Iteration 11Q: 3 clusters Score -2411518 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2412011.250000 Penalty: 4810.146973
	Iteration 12Q: 3 clusters Score -2412011 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2412623.250000 Penalty: 4810.146973
	Iteration 13F: 3 clusters Score -2412623 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2413277.250000 Penalty: 4810.146973
	Iteration 14Q: 3 clusters Score -2413277 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2413871.500000 Penalty: 4810.146973
	Iteration 15Q: 3 clusters Score -2413872 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2414288.000000 Penalty: 4810.146973
	Iteration 16Q: 3 clusters Score -2414288 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2414554.000000 Penalty: 4810.146973
	Iteration 17Q: 3 clusters Score -2414554 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2414752.250000 Penalty: 4810.146973
	Iteration 18Q: 3 clusters Score -2414752 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2414870.000000 Penalty: 4810.146973
	Iteration 19Q: 3 clusters Score -2414870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2414931.250000 Penalty: 4810.146973
	Iteration 20F: 3 clusters Score -2414931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2414961.000000 Penalty: 4810.146973
	Iteration 21Q: 3 clusters Score -2414961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2414984.250000 Penalty: 4810.146973
	Iteration 22Q: 3 clusters Score -2414984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2415004.000000 Penalty: 4810.146973
	Iteration 23Q: 3 clusters Score -2415004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2415016.750000 Penalty: 4810.146973
	Iteration 24Q: 3 clusters Score -2415017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2415024.250000 Penalty: 4810.146973
	Iteration 25Q: 3 clusters Score -2415024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2415030.750000 Penalty: 4810.146973
	Iteration 26Q: 3 clusters Score -2415031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2415030.250000 Penalty: 4810.146973
	Iteration 27Q: 3 clusters Score -2415030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2415030.250000 Penalty: 4810.146973
	Iteration 28F: 3 clusters Score -2415030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Entering Unmasked Estep 
Score: -3407725.250000 Penalty: 2495.033691
	Iteration 0F: 2 clusters Score -3407725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3391506.750000 Penalty: 4990.067383
	Iteration 0F: 3 clusters Score -3391507 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3397180.250000 Penalty: 4990.067383
	Iteration 1F: 3 clusters Score -3397180 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3397674.250000 Penalty: 4990.067383
	Iteration 2F: 3 clusters Score -3397674 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3398136.250000 Penalty: 4990.067383
	Iteration 3Q: 3 clusters Score -3398136 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3398614.250000 Penalty: 4990.067383
	Iteration 4Q: 3 clusters Score -3398614 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3399080.500000 Penalty: 4990.067383
	Iteration 5Q: 3 clusters Score -3399080 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3399585.000000 Penalty: 4990.067383
	Iteration 6Q: 3 clusters Score -3399585 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3400175.500000 Penalty: 4990.067383
	Iteration 7F: 3 clusters Score -3400176 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3400765.750000 Penalty: 4990.067383
	Iteration 8Q: 3 clusters Score -3400766 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3401330.000000 Penalty: 4990.067383
	Iteration 9Q: 3 clusters Score -3401330 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3401867.750000 Penalty: 4990.067383
	Iteration 10Q: 3 clusters Score -3401868 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3402309.000000 Penalty: 4990.067383
	Iteration 11Q: 3 clusters Score -3402309 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3402709.000000 Penalty: 4990.067383
	Iteration 12Q: 3 clusters Score -3402709 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3403064.750000 Penalty: 4990.067383
	Iteration 13Q: 3 clusters Score -3403065 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3403405.250000 Penalty: 4990.067383
	Iteration 14Q: 3 clusters Score -3403405 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3403721.750000 Penalty: 4990.067383
	Iteration 15Q: 3 clusters Score -3403722 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3404029.500000 Penalty: 4990.067383
	Iteration 16Q: 3 clusters Score -3404030 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3404340.250000 Penalty: 4990.067383
	Iteration 17Q: 3 clusters Score -3404340 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3404604.500000 Penalty: 4990.067383
	Iteration 18Q: 3 clusters Score -3404604 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3404785.500000 Penalty: 4990.067383
	Iteration 19Q: 3 clusters Score -3404786 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3404905.750000 Penalty: 4990.067383
	Iteration 20F: 3 clusters Score -3404906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3404986.250000 Penalty: 4990.067383
	Iteration 21Q: 3 clusters Score -3404986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3405051.250000 Penalty: 4990.067383
	Iteration 22Q: 3 clusters Score -3405051 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3405111 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3405151 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3405181.750000 Penalty: 4990.067383
	Iteration 25Q: 3 clusters Score -3405182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3405200.250000 Penalty: 4990.067383
	Iteration 26Q: 3 clusters Score -3405200 nChanged 62
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3405213.000000 Penalty: 4990.067383
	Iteration 27Q: 3 clusters Score -3405213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3405219.250000 Penalty: 4990.067383
	Iteration 28Q: 3 clusters Score -3405219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3405228.750000 Penalty: 4990.067383
	Iteration 29Q: 3 clusters Score -3405229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3405225.250000 Penalty: 4990.067383
	Iteration 30Q: 3 clusters Score -3405225 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3405233.500000 Penalty: 4990.067383
	Iteration 31Q: 3 clusters Score -3405234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3405242.250000 Penalty: 4990.067383
	Iteration 32Q: 3 clusters Score -3405242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3405249.000000 Penalty: 4990.067383
	Iteration 33Q: 3 clusters Score -3405249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3405253.000000 Penalty: 4990.067383
	Iteration 34Q: 3 clusters Score -3405253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3405256.250000 Penalty: 4990.067383
	Iteration 35Q: 3 clusters Score -3405256 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3405259.250000 Penalty: 4990.067383
	Iteration 36Q: 3 clusters Score -3405259 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3405270.750000 Penalty: 4990.067383
	Iteration 37Q: 3 clusters Score -3405271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3405272.500000 Penalty: 4990.067383
	Iteration 38Q: 3 clusters Score -3405272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3405269.750000 Penalty: 4990.067383
	Iteration 39Q: 3 clusters Score -3405270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3405277.750000 Penalty: 4990.067383
	Iteration 40F: 3 clusters Score -3405278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3405281.750000 Penalty: 4990.067383
	Iteration 41Q: 3 clusters Score -3405282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3405302.000000 Penalty: 4990.067383
	Iteration 42Q: 3 clusters Score -3405302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3405306.000000 Penalty: 4990.067383
	Iteration 43Q: 3 clusters Score -3405306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3405317.250000 Penalty: 4990.067383
	Iteration 44Q: 3 clusters Score -3405317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3405325.250000 Penalty: 4990.067383
	Iteration 45Q: 3 clusters Score -3405325 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3405339.250000 Penalty: 4990.067383
	Iteration 46Q: 3 clusters Score -3405339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3405359.250000 Penalty: 4990.067383
	Iteration 47Q: 3 clusters Score -3405359 nChanged 57
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Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3405365.500000 Penalty: 4990.067383
	Iteration 48Q: 3 clusters Score -3405366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3405376.750000 Penalty: 4990.067383
	Iteration 49Q: 3 clusters Score -3405377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3405387.750000 Penalty: 4990.067383
	Iteration 50Q: 3 clusters Score -3405388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3405396.000000 Penalty: 4990.067383
	Iteration 51Q: 3 clusters Score -3405396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3405406.500000 Penalty: 4990.067383
	Iteration 52Q: 3 clusters Score -3405406 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3405415.500000 Penalty: 4990.067383
	Iteration 53Q: 3 clusters Score -3405416 nChanged 48
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3405423.500000 Penalty: 4990.067383
	Iteration 54Q: 3 clusters Score -3405424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3405436.000000 Penalty: 4990.067383
	Iteration 55Q: 3 clusters Score -3405436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3405441.750000 Penalty: 4990.067383
	Iteration 56Q: 3 clusters Score -3405442 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3405445.000000 Penalty: 4990.067383
	Iteration 57Q: 3 clusters Score -3405445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3405452.750000 Penalty: 4990.067383
	Iteration 58Q: 3 clusters Score -3405453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3405462.000000 Penalty: 4990.067383
	Iteration 59Q: 3 clusters Score -3405462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3405471.750000 Penalty: 4990.067383
	Iteration 60F: 3 clusters Score -3405472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3405481.750000 Penalty: 4990.067383
	Iteration 61Q: 3 clusters Score -3405482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3405496.750000 Penalty: 4990.067383
	Iteration 62Q: 3 clusters Score -3405497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3405502.250000 Penalty: 4990.067383
	Iteration 63Q: 3 clusters Score -3405502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3405509.250000 Penalty: 4990.067383
	Iteration 64Q: 3 clusters Score -3405509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3405516.500000 Penalty: 4990.067383
	Iteration 65Q: 3 clusters Score -3405516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3405520.000000 Penalty: 4990.067383
	Iteration 66Q: 3 clusters Score -3405520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3405527.750000 Penalty: 4990.067383
	Iteration 67Q: 3 clusters Score -3405528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3405529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3405534.500000 Penalty: 4990.067383
	Iteration 69Q: 3 clusters Score -3405534 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3405536.250000 Penalty: 4990.067383
	Iteration 70Q: 3 clusters Score -3405536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3405537.500000 Penalty: 4990.067383
	Iteration 71Q: 3 clusters Score -3405538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3405540.500000 Penalty: 4990.067383
	Iteration 72Q: 3 clusters Score -3405540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3405541.000000 Penalty: 4990.067383
	Iteration 73Q: 3 clusters Score -3405541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3405546.750000 Penalty: 4990.067383
	Iteration 74Q: 3 clusters Score -3405547 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3405545.000000 Penalty: 4990.067383
	Iteration 75Q: 3 clusters Score -3405545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3405549.250000 Penalty: 4990.067383
	Iteration 76Q: 3 clusters Score -3405549 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3405550.500000 Penalty: 4990.067383
	Iteration 77Q: 3 clusters Score -3405550 nChanged 5
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Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3405557.500000 Penalty: 4990.067383
	Iteration 78Q: 3 clusters Score -3405558 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3405560.250000 Penalty: 4990.067383
	Iteration 79Q: 3 clusters Score -3405560 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3405557.000000 Penalty: 4990.067383
	Iteration 80F: 3 clusters Score -3405557 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3405559.750000 Penalty: 4990.067383
	Iteration 81Q: 3 clusters Score -3405560 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3405556 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3405559.500000 Penalty: 4990.067383
	Iteration 83Q: 3 clusters Score -3405560 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3405553.000000 Penalty: 4990.067383
	Iteration 84Q: 3 clusters Score -3405553 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2320 members 
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	Iteration 85Q: 3 clusters Score -3405558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3405559.750000 Penalty: 4990.067383
	Iteration 86Q: 3 clusters Score -3405560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3405562.250000 Penalty: 4990.067383
	Iteration 87Q: 3 clusters Score -3405562 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3405563 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3405563.500000 Penalty: 4990.067383
	Iteration 89Q: 3 clusters Score -3405564 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3405561.500000 Penalty: 4990.067383
	Iteration 90Q: 3 clusters Score -3405562 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3405560.750000 Penalty: 4990.067383
	Iteration 91Q: 3 clusters Score -3405561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3405564.250000 Penalty: 4990.067383
	Iteration 92Q: 3 clusters Score -3405564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3405567.250000 Penalty: 4990.067383
	Iteration 93Q: 3 clusters Score -3405567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3405570.500000 Penalty: 4990.067383
	Iteration 94Q: 3 clusters Score -3405570 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3405571.500000 Penalty: 4990.067383
	Iteration 95Q: 3 clusters Score -3405572 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3405567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3405574.250000 Penalty: 4990.067383
	Iteration 97Q: 3 clusters Score -3405574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3405573.500000 Penalty: 4990.067383
	Iteration 98Q: 3 clusters Score -3405574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3405574.750000 Penalty: 4990.067383
	Iteration 99Q: 3 clusters Score -3405575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3405574.750000 Penalty: 4990.067383
	Iteration 100F: 3 clusters Score -3405575 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3405576.750000 Penalty: 4990.067383
	Iteration 101Q: 3 clusters Score -3405577 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3405576.500000 Penalty: 4990.067383
	Iteration 102Q: 3 clusters Score -3405576 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3405578.000000 Penalty: 4990.067383
	Iteration 103Q: 3 clusters Score -3405578 nChanged 6
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Entering Unmasked Estep 
Score: -3405577.500000 Penalty: 4990.067383
	Iteration 104Q: 3 clusters Score -3405578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3405581.250000 Penalty: 4990.067383
	Iteration 105Q: 3 clusters Score -3405581 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3405580.750000 Penalty: 4990.067383
	Iteration 106Q: 3 clusters Score -3405581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3405582.750000 Penalty: 4990.067383
	Iteration 107Q: 3 clusters Score -3405583 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2222 members 
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Entering Unmasked Estep 
Score: -3405581.250000 Penalty: 4990.067383
	Iteration 108Q: 3 clusters Score -3405581 nChanged 5
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3405582.000000 Penalty: 4990.067383
	Iteration 109Q: 3 clusters Score -3405582 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3405583.250000 Penalty: 4990.067383
	Iteration 110Q: 3 clusters Score -3405583 nChanged 1
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Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3405584.000000 Penalty: 4990.067383
	Iteration 111Q: 3 clusters Score -3405584 nChanged 3
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3405584 nChanged 5
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Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3405585.000000 Penalty: 4990.067383
	Iteration 113Q: 3 clusters Score -3405585 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3405584 nChanged 4
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Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3405584 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3405583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3405580.750000 Penalty: 4990.067383
	Iteration 117Q: 3 clusters Score -3405581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3405590.250000 Penalty: 4990.067383
	Iteration 118Q: 3 clusters Score -3405590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3405590.250000 Penalty: 4990.067383
	Iteration 119F: 3 clusters Score -3405590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26121.296875 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -26121.3 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 138 members 
Entering Unmasked Estep 
Score: -25003.498047 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -25003.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25186.476562 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -25186.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25243.023438 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -25243.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25260.003906 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -25260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25267.816406 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -25267.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25270.314453 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -25270.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25272.138672 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -25272.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25275.816406 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -25275.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25281.044922 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -25281.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25286.429688 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -25286.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25292.820312 Penalty: 2791.300049
	Iteration 10Q: 3 clusters Score -25292.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25292.820312 Penalty: 2791.300049
	Iteration 11F: 3 clusters Score -25292.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -127774.226562 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -127774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125957.539062 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -125957.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -126632.085938 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -126632.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127376.460938 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -127376.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -128203.156250 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -128203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128659.546875 Penalty: 3415.212646
	Iteration 4Q: 3 clusters Score -128659.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129042.375000 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -129042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129065.687500 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -129065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129082.601562 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -129082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129101.984375 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -129102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129134.976562 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -129135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129198.828125 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -129198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129227.117188 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -129227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -129263.351562 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -129263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129317.968750 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -129318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129628.828125 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -129628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129628.828125 Penalty: 3415.212646
	Iteration 15F: 3 clusters Score -129628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34844 members 
Mstep: Class 3 contains 139799 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10236 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 33987 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 32438 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200152 members 
Mstep: Class 21 contains 16283 members 
Mstep: Class 22 contains 23403 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116996 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58839 members 
Mstep: Class 29 contains 436 members 
Entering Unmasked Estep 
Score: -128957616.000000 Penalty: 98646.656250
Splitting cluster 24 changes total score from -128957248.000000 to -128957616.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -40585.105469 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -40585.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39283.832031 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39283.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39579.921875 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39579.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39830.445312 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -39830.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40024.117188 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40024.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40088.281250 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40088.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40144.605469 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40144.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40163.164062 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40163.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40177.902344 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40177.902344 Penalty: 2920.883301
	Iteration 8F: 3 clusters Score -40177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Entering Unmasked Estep 
Score: -17180198.000000 Penalty: 2894.134033
	Iteration 0F: 2 clusters Score -1.71802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -17104154.000000 Penalty: 5788.268066
	Iteration 0F: 3 clusters Score -1.710415e+07 nChanged 55527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -17136074.000000 Penalty: 5788.268066
	Iteration 1F: 3 clusters Score -1.713607e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -17136884.000000 Penalty: 5788.268066
	Iteration 2Q: 3 clusters Score -1.713688e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -17137892.000000 Penalty: 5788.268066
	Iteration 3Q: 3 clusters Score -1.713789e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -17139054.000000 Penalty: 5788.268066
	Iteration 4Q: 3 clusters Score -1.713905e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -17140518.000000 Penalty: 5788.268066
	Iteration 5Q: 3 clusters Score -1.714052e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -17142408.000000 Penalty: 5788.268066
	Iteration 6Q: 3 clusters Score -1.714241e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -17145300.000000 Penalty: 5788.268066
	Iteration 7Q: 3 clusters Score -1.71453e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -17149088.000000 Penalty: 5788.268066
	Iteration 8F: 3 clusters Score -1.714909e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -17153546.000000 Penalty: 5788.268066
	Iteration 9F: 3 clusters Score -1.715355e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -17158152.000000 Penalty: 5788.268066
	Iteration 10F: 3 clusters Score -1.715815e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -17161638.000000 Penalty: 5788.268066
	Iteration 11F: 3 clusters Score -1.716164e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -17163606.000000 Penalty: 5788.268066
	Iteration 12Q: 3 clusters Score -1.716361e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -17164528.000000 Penalty: 5788.268066
	Iteration 13Q: 3 clusters Score -1.716453e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -17165004.000000 Penalty: 5788.268066
	Iteration 14Q: 3 clusters Score -1.7165e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -17165386.000000 Penalty: 5788.268066
	Iteration 15Q: 3 clusters Score -1.716539e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -17165758.000000 Penalty: 5788.268066
	Iteration 16Q: 3 clusters Score -1.716576e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -17166304.000000 Penalty: 5788.268066
	Iteration 17Q: 3 clusters Score -1.71663e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -17166936.000000 Penalty: 5788.268066
	Iteration 18Q: 3 clusters Score -1.716694e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -17167468.000000 Penalty: 5788.268066
	Iteration 19Q: 3 clusters Score -1.716747e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -17168296.000000 Penalty: 5788.268066
	Iteration 20F: 3 clusters Score -1.71683e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -17169150.000000 Penalty: 5788.268066
	Iteration 21Q: 3 clusters Score -1.716915e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -17170100.000000 Penalty: 5788.268066
	Iteration 22Q: 3 clusters Score -1.71701e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -17171264.000000 Penalty: 5788.268066
	Iteration 23Q: 3 clusters Score -1.717126e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -17172418.000000 Penalty: 5788.268066
	Iteration 24Q: 3 clusters Score -1.717242e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -17173414.000000 Penalty: 5788.268066
	Iteration 25Q: 3 clusters Score -1.717341e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -17174310.000000 Penalty: 5788.268066
	Iteration 26Q: 3 clusters Score -1.717431e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -17175092.000000 Penalty: 5788.268066
	Iteration 27Q: 3 clusters Score -1.717509e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -17175666.000000 Penalty: 5788.268066
	Iteration 28Q: 3 clusters Score -1.717567e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -17176164.000000 Penalty: 5788.268066
	Iteration 29Q: 3 clusters Score -1.717616e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -17176448.000000 Penalty: 5788.268066
	Iteration 30Q: 3 clusters Score -1.717645e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -17176744.000000 Penalty: 5788.268066
	Iteration 31Q: 3 clusters Score -1.717674e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -17176932.000000 Penalty: 5788.268066
	Iteration 32Q: 3 clusters Score -1.717693e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -17177124.000000 Penalty: 5788.268066
	Iteration 33Q: 3 clusters Score -1.717712e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -17177336.000000 Penalty: 5788.268066
	Iteration 34Q: 3 clusters Score -1.717734e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -17177452.000000 Penalty: 5788.268066
	Iteration 35Q: 3 clusters Score -1.717745e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -17177546.000000 Penalty: 5788.268066
	Iteration 36Q: 3 clusters Score -1.717755e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -17177650.000000 Penalty: 5788.268066
	Iteration 37Q: 3 clusters Score -1.717765e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -17177718.000000 Penalty: 5788.268066
	Iteration 38Q: 3 clusters Score -1.717772e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -17177814.000000 Penalty: 5788.268066
	Iteration 39Q: 3 clusters Score -1.717781e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -17177814.000000 Penalty: 5788.268066
	Iteration 40F: 3 clusters Score -1.717781e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -17177902.000000 Penalty: 5788.268066
	Iteration 41Q: 3 clusters Score -1.71779e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -17177900.000000 Penalty: 5788.268066
	Iteration 42Q: 3 clusters Score -1.71779e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -17177970.000000 Penalty: 5788.268066
	Iteration 43Q: 3 clusters Score -1.717797e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -17177958.000000 Penalty: 5788.268066
	Iteration 44Q: 3 clusters Score -1.717796e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -17177982.000000 Penalty: 5788.268066
	Iteration 45Q: 3 clusters Score -1.717798e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -17178016.000000 Penalty: 5788.268066
	Iteration 46Q: 3 clusters Score -1.717802e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -17178090.000000 Penalty: 5788.268066
	Iteration 47Q: 3 clusters Score -1.717809e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -17178106.000000 Penalty: 5788.268066
	Iteration 48Q: 3 clusters Score -1.717811e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -17178106.000000 Penalty: 5788.268066
	Iteration 49Q: 3 clusters Score -1.717811e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -17178166.000000 Penalty: 5788.268066
	Iteration 50Q: 3 clusters Score -1.717817e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -17178142.000000 Penalty: 5788.268066
	Iteration 51Q: 3 clusters Score -1.717814e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -17178172.000000 Penalty: 5788.268066
	Iteration 52Q: 3 clusters Score -1.717817e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 102811 members 
Entering Unmasked Estep 
Score: -17178184.000000 Penalty: 5788.268066
	Iteration 53Q: 3 clusters Score -1.717818e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -17178174.000000 Penalty: 5788.268066
	Iteration 54Q: 3 clusters Score -1.717817e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -17178184.000000 Penalty: 5788.268066
	Iteration 55Q: 3 clusters Score -1.717818e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -17178184.000000 Penalty: 5788.268066
	Iteration 56Q: 3 clusters Score -1.717818e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -17178176.000000 Penalty: 5788.268066
	Iteration 57Q: 3 clusters Score -1.717818e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -17178130.000000 Penalty: 5788.268066
	Iteration 58Q: 3 clusters Score -1.717813e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 103637 members 
Entering Unmasked Estep 
Score: -17178142.000000 Penalty: 5788.268066
	Iteration 59Q: 3 clusters Score -1.717814e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -17178148.000000 Penalty: 5788.268066
	Iteration 60F: 3 clusters Score -1.717815e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -17178156.000000 Penalty: 5788.268066
	Iteration 61Q: 3 clusters Score -1.717816e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -17178186.000000 Penalty: 5788.268066
	Iteration 62Q: 3 clusters Score -1.717819e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -17178198.000000 Penalty: 5788.268066
	Iteration 63Q: 3 clusters Score -1.71782e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -17178206.000000 Penalty: 5788.268066
	Iteration 64Q: 3 clusters Score -1.717821e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -17178208.000000 Penalty: 5788.268066
	Iteration 65Q: 3 clusters Score -1.717821e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -17178230.000000 Penalty: 5788.268066
	Iteration 66Q: 3 clusters Score -1.717823e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -17178250.000000 Penalty: 5788.268066
	Iteration 67Q: 3 clusters Score -1.717825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -17178290.000000 Penalty: 5788.268066
	Iteration 68Q: 3 clusters Score -1.717829e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -17178316.000000 Penalty: 5788.268066
	Iteration 69Q: 3 clusters Score -1.717832e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -17178308.000000 Penalty: 5788.268066
	Iteration 70Q: 3 clusters Score -1.717831e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -17178312.000000 Penalty: 5788.268066
	Iteration 71Q: 3 clusters Score -1.717831e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -17178322.000000 Penalty: 5788.268066
	Iteration 72Q: 3 clusters Score -1.717832e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -17178298.000000 Penalty: 5788.268066
	Iteration 73Q: 3 clusters Score -1.71783e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -17178280.000000 Penalty: 5788.268066
	Iteration 74Q: 3 clusters Score -1.717828e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -17178268.000000 Penalty: 5788.268066
	Iteration 75Q: 3 clusters Score -1.717827e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 105575 members 
Entering Unmasked Estep 
Score: -17178304.000000 Penalty: 5788.268066
	Iteration 76Q: 3 clusters Score -1.71783e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -17178294.000000 Penalty: 5788.268066
	Iteration 77Q: 3 clusters Score -1.717829e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -17178290.000000 Penalty: 5788.268066
	Iteration 78Q: 3 clusters Score -1.717829e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -17178300.000000 Penalty: 5788.268066
	Iteration 79Q: 3 clusters Score -1.71783e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -17178274.000000 Penalty: 5788.268066
	Iteration 80F: 3 clusters Score -1.717827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -17178304.000000 Penalty: 5788.268066
	Iteration 81Q: 3 clusters Score -1.71783e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -17178314.000000 Penalty: 5788.268066
	Iteration 82Q: 3 clusters Score -1.717831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -17178358.000000 Penalty: 5788.268066
	Iteration 83Q: 3 clusters Score -1.717836e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -17178362.000000 Penalty: 5788.268066
	Iteration 84Q: 3 clusters Score -1.717836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -17178356.000000 Penalty: 5788.268066
	Iteration 85Q: 3 clusters Score -1.717836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -17178368.000000 Penalty: 5788.268066
	Iteration 86Q: 3 clusters Score -1.717837e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -17178366.000000 Penalty: 5788.268066
	Iteration 87Q: 3 clusters Score -1.717837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -17178364.000000 Penalty: 5788.268066
	Iteration 88Q: 3 clusters Score -1.717836e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -17178372.000000 Penalty: 5788.268066
	Iteration 89Q: 3 clusters Score -1.717837e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -17178412.000000 Penalty: 5788.268066
	Iteration 90Q: 3 clusters Score -1.717841e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -17178412.000000 Penalty: 5788.268066
	Iteration 91Q: 3 clusters Score -1.717841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -17178406.000000 Penalty: 5788.268066
	Iteration 92Q: 3 clusters Score -1.717841e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -17178396.000000 Penalty: 5788.268066
	Iteration 93Q: 3 clusters Score -1.71784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -17178406.000000 Penalty: 5788.268066
	Iteration 94Q: 3 clusters Score -1.717841e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -17178402.000000 Penalty: 5788.268066
	Iteration 95Q: 3 clusters Score -1.71784e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -17178408.000000 Penalty: 5788.268066
	Iteration 96Q: 3 clusters Score -1.717841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -17178398.000000 Penalty: 5788.268066
	Iteration 97Q: 3 clusters Score -1.71784e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -17178394.000000 Penalty: 5788.268066
	Iteration 98Q: 3 clusters Score -1.717839e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -17178388.000000 Penalty: 5788.268066
	Iteration 99Q: 3 clusters Score -1.717839e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -17178388.000000 Penalty: 5788.268066
	Iteration 100F: 3 clusters Score -1.717839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -17178360.000000 Penalty: 5788.268066
	Iteration 101Q: 3 clusters Score -1.717836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -17178374.000000 Penalty: 5788.268066
	Iteration 102Q: 3 clusters Score -1.717837e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -17178386.000000 Penalty: 5788.268066
	Iteration 103Q: 3 clusters Score -1.717839e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -17178372.000000 Penalty: 5788.268066
	Iteration 104Q: 3 clusters Score -1.717837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -17178370.000000 Penalty: 5788.268066
	Iteration 105Q: 3 clusters Score -1.717837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -17178382.000000 Penalty: 5788.268066
	Iteration 106Q: 3 clusters Score -1.717838e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -17178388.000000 Penalty: 5788.268066
	Iteration 107Q: 3 clusters Score -1.717839e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -17178398.000000 Penalty: 5788.268066
	Iteration 108Q: 3 clusters Score -1.71784e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -17178402.000000 Penalty: 5788.268066
	Iteration 109Q: 3 clusters Score -1.71784e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -17178430.000000 Penalty: 5788.268066
	Iteration 110Q: 3 clusters Score -1.717843e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -17178458.000000 Penalty: 5788.268066
	Iteration 111Q: 3 clusters Score -1.717846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 112Q: 3 clusters Score -1.717845e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -17178470.000000 Penalty: 5788.268066
	Iteration 113Q: 3 clusters Score -1.717847e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 114Q: 3 clusters Score -1.717845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -17178466.000000 Penalty: 5788.268066
	Iteration 115Q: 3 clusters Score -1.717847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -17178486.000000 Penalty: 5788.268066
	Iteration 116Q: 3 clusters Score -1.717849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -17178456.000000 Penalty: 5788.268066
	Iteration 117Q: 3 clusters Score -1.717846e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 118Q: 3 clusters Score -1.717845e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -17178436.000000 Penalty: 5788.268066
	Iteration 119Q: 3 clusters Score -1.717844e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -17178438.000000 Penalty: 5788.268066
	Iteration 120F: 3 clusters Score -1.717844e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -17178432.000000 Penalty: 5788.268066
	Iteration 121Q: 3 clusters Score -1.717843e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -17178438.000000 Penalty: 5788.268066
	Iteration 122Q: 3 clusters Score -1.717844e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -17178432.000000 Penalty: 5788.268066
	Iteration 123Q: 3 clusters Score -1.717843e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -17178414.000000 Penalty: 5788.268066
	Iteration 124Q: 3 clusters Score -1.717841e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -17178392.000000 Penalty: 5788.268066
	Iteration 125Q: 3 clusters Score -1.717839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -17178406.000000 Penalty: 5788.268066
	Iteration 126Q: 3 clusters Score -1.717841e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -17178380.000000 Penalty: 5788.268066
	Iteration 127Q: 3 clusters Score -1.717838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -17178370.000000 Penalty: 5788.268066
	Iteration 128Q: 3 clusters Score -1.717837e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -17178394.000000 Penalty: 5788.268066
	Iteration 129Q: 3 clusters Score -1.717839e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -17178422.000000 Penalty: 5788.268066
	Iteration 130Q: 3 clusters Score -1.717842e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -17178424.000000 Penalty: 5788.268066
	Iteration 131Q: 3 clusters Score -1.717842e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -17178434.000000 Penalty: 5788.268066
	Iteration 132Q: 3 clusters Score -1.717843e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -17178442.000000 Penalty: 5788.268066
	Iteration 133Q: 3 clusters Score -1.717844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -17178434.000000 Penalty: 5788.268066
	Iteration 134Q: 3 clusters Score -1.717843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 109421 members 
Entering Unmasked Estep 
Score: -17178420.000000 Penalty: 5788.268066
	Iteration 135Q: 3 clusters Score -1.717842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 109471 members 
Entering Unmasked Estep 
Score: -17178420.000000 Penalty: 5788.268066
	Iteration 136Q: 3 clusters Score -1.717842e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -17178454.000000 Penalty: 5788.268066
	Iteration 137Q: 3 clusters Score -1.717845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -17178438.000000 Penalty: 5788.268066
	Iteration 138Q: 3 clusters Score -1.717844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -17178430.000000 Penalty: 5788.268066
	Iteration 139Q: 3 clusters Score -1.717843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -17178418.000000 Penalty: 5788.268066
	Iteration 140F: 3 clusters Score -1.717842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -17178402.000000 Penalty: 5788.268066
	Iteration 141Q: 3 clusters Score -1.71784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -17178412.000000 Penalty: 5788.268066
	Iteration 142Q: 3 clusters Score -1.717841e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -17178412.000000 Penalty: 5788.268066
	Iteration 143Q: 3 clusters Score -1.717841e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -17178414.000000 Penalty: 5788.268066
	Iteration 144Q: 3 clusters Score -1.717841e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -17178442.000000 Penalty: 5788.268066
	Iteration 145Q: 3 clusters Score -1.717844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -17178428.000000 Penalty: 5788.268066
	Iteration 146Q: 3 clusters Score -1.717843e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -17178438.000000 Penalty: 5788.268066
	Iteration 147Q: 3 clusters Score -1.717844e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -17178428.000000 Penalty: 5788.268066
	Iteration 148Q: 3 clusters Score -1.717843e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -17178458.000000 Penalty: 5788.268066
	Iteration 149Q: 3 clusters Score -1.717846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -17178440.000000 Penalty: 5788.268066
	Iteration 150Q: 3 clusters Score -1.717844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -17178424.000000 Penalty: 5788.268066
	Iteration 151Q: 3 clusters Score -1.717842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -17178414.000000 Penalty: 5788.268066
	Iteration 152Q: 3 clusters Score -1.717841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -17178428.000000 Penalty: 5788.268066
	Iteration 153Q: 3 clusters Score -1.717843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -17178430.000000 Penalty: 5788.268066
	Iteration 154Q: 3 clusters Score -1.717843e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -17178440.000000 Penalty: 5788.268066
	Iteration 155Q: 3 clusters Score -1.717844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 110446 members 
Entering Unmasked Estep 
Score: -17178432.000000 Penalty: 5788.268066
	Iteration 156Q: 3 clusters Score -1.717843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -17178434.000000 Penalty: 5788.268066
	Iteration 157Q: 3 clusters Score -1.717843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -17178404.000000 Penalty: 5788.268066
	Iteration 158Q: 3 clusters Score -1.71784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -17178434.000000 Penalty: 5788.268066
	Iteration 159Q: 3 clusters Score -1.717843e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -17178446.000000 Penalty: 5788.268066
	Iteration 160F: 3 clusters Score -1.717845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 161Q: 3 clusters Score -1.717845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -17178466.000000 Penalty: 5788.268066
	Iteration 162Q: 3 clusters Score -1.717847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -17178450.000000 Penalty: 5788.268066
	Iteration 163Q: 3 clusters Score -1.717845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -17178468.000000 Penalty: 5788.268066
	Iteration 164Q: 3 clusters Score -1.717847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 165Q: 3 clusters Score -1.717845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -17178470.000000 Penalty: 5788.268066
	Iteration 166Q: 3 clusters Score -1.717847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -17178450.000000 Penalty: 5788.268066
	Iteration 167Q: 3 clusters Score -1.717845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 110808 members 
Entering Unmasked Estep 
Score: -17178452.000000 Penalty: 5788.268066
	Iteration 168Q: 3 clusters Score -1.717845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -17178454.000000 Penalty: 5788.268066
	Iteration 169Q: 3 clusters Score -1.717845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -17178460.000000 Penalty: 5788.268066
	Iteration 170Q: 3 clusters Score -1.717846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -17178470.000000 Penalty: 5788.268066
	Iteration 171Q: 3 clusters Score -1.717847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -17178472.000000 Penalty: 5788.268066
	Iteration 172Q: 3 clusters Score -1.717847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -17178480.000000 Penalty: 5788.268066
	Iteration 173Q: 3 clusters Score -1.717848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -17178482.000000 Penalty: 5788.268066
	Iteration 174Q: 3 clusters Score -1.717848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -17178472.000000 Penalty: 5788.268066
	Iteration 175Q: 3 clusters Score -1.717847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -17178472.000000 Penalty: 5788.268066
	Iteration 176Q: 3 clusters Score -1.717847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 177Q: 3 clusters Score -1.717849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -17178482.000000 Penalty: 5788.268066
	Iteration 178Q: 3 clusters Score -1.717848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -17178498.000000 Penalty: 5788.268066
	Iteration 179Q: 3 clusters Score -1.71785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -17178488.000000 Penalty: 5788.268066
	Iteration 180F: 3 clusters Score -1.717849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -17178508.000000 Penalty: 5788.268066
	Iteration 181Q: 3 clusters Score -1.717851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -17178506.000000 Penalty: 5788.268066
	Iteration 182Q: 3 clusters Score -1.717851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -17178502.000000 Penalty: 5788.268066
	Iteration 183Q: 3 clusters Score -1.71785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -17178492.000000 Penalty: 5788.268066
	Iteration 184Q: 3 clusters Score -1.717849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -17178494.000000 Penalty: 5788.268066
	Iteration 185Q: 3 clusters Score -1.717849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -17178486.000000 Penalty: 5788.268066
	Iteration 186Q: 3 clusters Score -1.717849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -17178502.000000 Penalty: 5788.268066
	Iteration 187Q: 3 clusters Score -1.71785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -17178498.000000 Penalty: 5788.268066
	Iteration 188Q: 3 clusters Score -1.71785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -17178494.000000 Penalty: 5788.268066
	Iteration 189Q: 3 clusters Score -1.717849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -17178492.000000 Penalty: 5788.268066
	Iteration 190Q: 3 clusters Score -1.717849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 191Q: 3 clusters Score -1.717849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -17178486.000000 Penalty: 5788.268066
	Iteration 192Q: 3 clusters Score -1.717849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -17178482.000000 Penalty: 5788.268066
	Iteration 193Q: 3 clusters Score -1.717848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -17178480.000000 Penalty: 5788.268066
	Iteration 194Q: 3 clusters Score -1.717848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 195Q: 3 clusters Score -1.717849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 111346 members 
Entering Unmasked Estep 
Score: -17178484.000000 Penalty: 5788.268066
	Iteration 196Q: 3 clusters Score -1.717848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 111349 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 197Q: 3 clusters Score -1.717849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -17178500.000000 Penalty: 5788.268066
	Iteration 198Q: 3 clusters Score -1.71785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 111361 members 
Entering Unmasked Estep 
Score: -17178504.000000 Penalty: 5788.268066
	Iteration 199Q: 3 clusters Score -1.71785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -17178504.000000 Penalty: 5788.268066
	Iteration 200F: 3 clusters Score -1.71785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -17178498.000000 Penalty: 5788.268066
	Iteration 201Q: 3 clusters Score -1.71785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -17178504.000000 Penalty: 5788.268066
	Iteration 202Q: 3 clusters Score -1.71785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -17178502.000000 Penalty: 5788.268066
	Iteration 203Q: 3 clusters Score -1.71785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -17178498.000000 Penalty: 5788.268066
	Iteration 204Q: 3 clusters Score -1.71785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -17178502.000000 Penalty: 5788.268066
	Iteration 205Q: 3 clusters Score -1.71785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -17178494.000000 Penalty: 5788.268066
	Iteration 206Q: 3 clusters Score -1.717849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -17178500.000000 Penalty: 5788.268066
	Iteration 207Q: 3 clusters Score -1.71785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -17178508.000000 Penalty: 5788.268066
	Iteration 208Q: 3 clusters Score -1.717851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -17178496.000000 Penalty: 5788.268066
	Iteration 209Q: 3 clusters Score -1.71785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -17178498.000000 Penalty: 5788.268066
	Iteration 210Q: 3 clusters Score -1.71785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -17178482.000000 Penalty: 5788.268066
	Iteration 211Q: 3 clusters Score -1.717848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -17178494.000000 Penalty: 5788.268066
	Iteration 212Q: 3 clusters Score -1.717849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -17178492.000000 Penalty: 5788.268066
	Iteration 213Q: 3 clusters Score -1.717849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 214Q: 3 clusters Score -1.717849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -17178490.000000 Penalty: 5788.268066
	Iteration 215Q: 3 clusters Score -1.717849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 111508 members 
Entering Unmasked Estep 
Score: -17178494.000000 Penalty: 5788.268066
	Iteration 216Q: 3 clusters Score -1.717849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -17178492.000000 Penalty: 5788.268066
	Iteration 217Q: 3 clusters Score -1.717849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -17178496.000000 Penalty: 5788.268066
	Iteration 218Q: 3 clusters Score -1.71785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -17178488.000000 Penalty: 5788.268066
	Iteration 219Q: 3 clusters Score -1.717849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -17178488.000000 Penalty: 5788.268066
	Iteration 220F: 3 clusters Score -1.717849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -100645.140625 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -100645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98945.078125 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -98945.08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99340.656250 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -99340.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99543.546875 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -99543.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99777.890625 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -99777.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100013.828125 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -100013.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100174.445312 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -100174.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100317.007812 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -100317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100374.562500 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -100374.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100429.289062 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -100429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100480.554688 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -100480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -100515.476562 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -100515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100574.507812 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -100574.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100633.640625 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -100633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -100706.625000 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -100706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -100722.015625 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -100722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -100735.945312 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -100735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100762.421875 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -100762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100811.921875 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -100811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100868.390625 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -100868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100992.710938 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -100992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -101071.984375 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -101072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101097.359375 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -101097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101127.406250 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -101127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101131.382812 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -101131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101131.382812 Penalty: 3312.457520
	Iteration 24F: 3 clusters Score -101131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34844 members 
Mstep: Class 3 contains 139799 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10236 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 33987 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 32438 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200152 members 
Mstep: Class 21 contains 16283 members 
Mstep: Class 22 contains 23403 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116996 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 58839 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 300 members 
Entering Unmasked Estep 
Score: -128956320.000000 Penalty: 102048.265625
Splitting cluster 27 changes total score from -128957248.000000 to -128956320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (58839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Entering Unmasked Estep 
Score: -8714619.000000 Penalty: 2723.674805
	Iteration 0F: 2 clusters Score -8714619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -8675105.000000 Penalty: 5447.349609
	Iteration 0F: 3 clusters Score -8675105 nChanged 27408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -8691158.000000 Penalty: 5447.349609
	Iteration 1F: 3 clusters Score -8691158 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8692336.000000 Penalty: 5447.349609
	Iteration 2Q: 3 clusters Score -8692336 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -8693880.000000 Penalty: 5447.349609
	Iteration 3F: 3 clusters Score -8693880 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8696082.000000 Penalty: 5447.349609
	Iteration 4F: 3 clusters Score -8696082 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8699218.000000 Penalty: 5447.349609
	Iteration 5F: 3 clusters Score -8699218 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8703150.000000 Penalty: 5447.349609
	Iteration 6F: 3 clusters Score -8703150 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -8706952.000000 Penalty: 5447.349609
	Iteration 7F: 3 clusters Score -8706952 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -8709852.000000 Penalty: 5447.349609
	Iteration 8F: 3 clusters Score -8709852 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -8711832.000000 Penalty: 5447.349609
	Iteration 9Q: 3 clusters Score -8711832 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -8712941.000000 Penalty: 5447.349609
	Iteration 10Q: 3 clusters Score -8712941 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -8713467.000000 Penalty: 5447.349609
	Iteration 11Q: 3 clusters Score -8713467 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -8713694.000000 Penalty: 5447.349609
	Iteration 12Q: 3 clusters Score -8713694 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -8713829.000000 Penalty: 5447.349609
	Iteration 13Q: 3 clusters Score -8713829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -8713873.000000 Penalty: 5447.349609
	Iteration 14Q: 3 clusters Score -8713873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -8713908.000000 Penalty: 5447.349609
	Iteration 15Q: 3 clusters Score -8713908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -8713912.000000 Penalty: 5447.349609
	Iteration 16Q: 3 clusters Score -8713912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -8713937.000000 Penalty: 5447.349609
	Iteration 17Q: 3 clusters Score -8713937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -8713937.000000 Penalty: 5447.349609
	Iteration 18Q: 3 clusters Score -8713937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -8713945.000000 Penalty: 5447.349609
	Iteration 19Q: 3 clusters Score -8713945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -8713941.000000 Penalty: 5447.349609
	Iteration 20F: 3 clusters Score -8713941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -8713955.000000 Penalty: 5447.349609
	Iteration 21Q: 3 clusters Score -8713955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -8713955.000000 Penalty: 5447.349609
	Iteration 22Q: 3 clusters Score -8713955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -8713958.000000 Penalty: 5447.349609
	Iteration 23Q: 3 clusters Score -8713958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -8713958.000000 Penalty: 5447.349609
	Iteration 24F: 3 clusters Score -8713958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34844 members 
Mstep: Class 3 contains 139799 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10236 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 33987 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 32438 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200152 members 
Mstep: Class 21 contains 16283 members 
Mstep: Class 22 contains 23403 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116996 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 58839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957712.000000 Penalty: 98646.656250
Iteration 239Q: 30 clusters Score -1.289577e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34851 members 
Mstep: Class 3 contains 139703 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10234 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 34063 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 40483 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41517 members 
Mstep: Class 17 contains 32449 members 
Mstep: Class 18 contains 13914 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200175 members 
Mstep: Class 21 contains 16285 members 
Mstep: Class 22 contains 23438 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 116984 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 58817 members 
Mstep: Class 29 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958064.000000 Penalty: 98646.656250
Iteration 240F: 30 clusters Score -1.289581e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 34855 members 
Mstep: Class 3 contains 139634 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10234 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 34138 members 
Mstep: Class 8 contains 44784 members 
Mstep: Class 9 contains 40484 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41504 members 
Mstep: Class 17 contains 32464 members 
Mstep: Class 18 contains 13892 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200188 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 116962 members 
Mstep: Class 27 contains 768 members 
Mstep: Class 28 contains 58795 members 
Mstep: Class 29 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958112.000000 Penalty: 98646.656250
Iteration 241Q: 30 clusters Score -1.289581e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 34863 members 
Mstep: Class 3 contains 139573 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 34208 members 
Mstep: Class 8 contains 44782 members 
Mstep: Class 9 contains 40484 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 42176 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41490 members 
Mstep: Class 17 contains 32481 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200182 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 23506 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 116944 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 58761 members 
Mstep: Class 29 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958080.000000 Penalty: 98646.656250
Iteration 242Q: 30 clusters Score -1.289581e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 34862 members 
Mstep: Class 3 contains 139546 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 34269 members 
Mstep: Class 8 contains 44776 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42180 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41483 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13863 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200160 members 
Mstep: Class 21 contains 16284 members 
Mstep: Class 22 contains 23531 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 620 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116939 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 58726 members 
Mstep: Class 29 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958152.000000 Penalty: 98646.656250
Iteration 243Q: 30 clusters Score -1.289582e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 34866 members 
Mstep: Class 3 contains 139521 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 44772 members 
Mstep: Class 9 contains 40488 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42178 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41469 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13848 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200126 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 23554 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 116934 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 58688 members 
Mstep: Class 29 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958344.000000 Penalty: 98646.656250
Iteration 244Q: 30 clusters Score -1.289583e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 139470 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 34429 members 
Mstep: Class 8 contains 44770 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42176 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13833 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200105 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 23570 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 649 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 116926 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 58682 members 
Mstep: Class 29 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958696.000000 Penalty: 98646.656250
Iteration 245Q: 30 clusters Score -1.289587e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 34879 members 
Mstep: Class 3 contains 139427 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 34484 members 
Mstep: Class 8 contains 44763 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42184 members 
Mstep: Class 13 contains 2712 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41449 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 13829 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200100 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 23578 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116906 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 58687 members 
Mstep: Class 29 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958840.000000 Penalty: 98646.656250
Iteration 246Q: 30 clusters Score -1.289588e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 139392 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 34549 members 
Mstep: Class 8 contains 44756 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42190 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13821 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200086 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 23587 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116890 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58687 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958992.000000 Penalty: 98646.656250
Iteration 247Q: 30 clusters Score -1.28959e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34887 members 
Mstep: Class 3 contains 139355 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 44748 members 
Mstep: Class 9 contains 40492 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42196 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41433 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13808 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200069 members 
Mstep: Class 21 contains 16290 members 
Mstep: Class 22 contains 23606 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116889 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58677 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959064.000000 Penalty: 98646.656250
Iteration 248Q: 30 clusters Score -1.289591e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34894 members 
Mstep: Class 3 contains 139341 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 34653 members 
Mstep: Class 8 contains 44743 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42201 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41421 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200038 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 23623 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116869 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58673 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959208.000000 Penalty: 98646.656250
Iteration 249Q: 30 clusters Score -1.289592e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 34896 members 
Mstep: Class 3 contains 139309 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 34695 members 
Mstep: Class 8 contains 44730 members 
Mstep: Class 9 contains 40491 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42226 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41413 members 
Mstep: Class 17 contains 32500 members 
Mstep: Class 18 contains 13782 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200027 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23642 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116859 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58667 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959144.000000 Penalty: 98646.656250
Iteration 250Q: 30 clusters Score -1.289591e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 34899 members 
Mstep: Class 3 contains 139265 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 34732 members 
Mstep: Class 8 contains 44719 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42247 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41401 members 
Mstep: Class 17 contains 32497 members 
Mstep: Class 18 contains 13774 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200053 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 23654 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116850 members 
Mstep: Class 27 contains 665 members 
Mstep: Class 28 contains 58659 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959056.000000 Penalty: 98646.656250
Iteration 251Q: 30 clusters Score -1.289591e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 34899 members 
Mstep: Class 3 contains 139224 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 34782 members 
Mstep: Class 8 contains 44718 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42246 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41389 members 
Mstep: Class 17 contains 32496 members 
Mstep: Class 18 contains 13767 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200076 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 23670 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116830 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 58645 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959000.000000 Penalty: 98646.656250
Iteration 252Q: 30 clusters Score -1.28959e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 34903 members 
Mstep: Class 3 contains 139188 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 44713 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42249 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41380 members 
Mstep: Class 17 contains 32495 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200085 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23687 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116813 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58634 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958912.000000 Penalty: 98646.656250
Iteration 253Q: 30 clusters Score -1.289589e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 139145 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 34895 members 
Mstep: Class 8 contains 44710 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42247 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41369 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200118 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 23699 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116780 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58626 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958792.000000 Penalty: 98646.656250
Iteration 254Q: 30 clusters Score -1.289588e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 139116 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 34952 members 
Mstep: Class 8 contains 44700 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42246 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41354 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200149 members 
Mstep: Class 21 contains 16306 members 
Mstep: Class 22 contains 23713 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116749 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58610 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958904.000000 Penalty: 98646.656250
Iteration 255Q: 30 clusters Score -1.289589e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 139080 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 34988 members 
Mstep: Class 8 contains 44692 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42247 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41341 members 
Mstep: Class 17 contains 32495 members 
Mstep: Class 18 contains 13742 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200200 members 
Mstep: Class 21 contains 16307 members 
Mstep: Class 22 contains 23723 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116724 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58596 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959072.000000 Penalty: 98646.656250
Iteration 256Q: 30 clusters Score -1.289591e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 34903 members 
Mstep: Class 3 contains 139051 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 35017 members 
Mstep: Class 8 contains 44683 members 
Mstep: Class 9 contains 40490 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42249 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41329 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13732 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200248 members 
Mstep: Class 21 contains 16303 members 
Mstep: Class 22 contains 23735 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116712 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58585 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959008.000000 Penalty: 98646.656250
Iteration 257Q: 30 clusters Score -1.28959e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 34900 members 
Mstep: Class 3 contains 139030 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 35056 members 
Mstep: Class 8 contains 44682 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42246 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41326 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200268 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 23746 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116691 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58575 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959016.000000 Penalty: 98646.656250
Iteration 258Q: 30 clusters Score -1.28959e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 34899 members 
Mstep: Class 3 contains 139000 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 35094 members 
Mstep: Class 8 contains 44676 members 
Mstep: Class 9 contains 40488 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42247 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41322 members 
Mstep: Class 17 contains 32496 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200278 members 
Mstep: Class 21 contains 16304 members 
Mstep: Class 22 contains 23757 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116686 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58569 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959120.000000 Penalty: 98646.656250
Iteration 259Q: 30 clusters Score -1.289591e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 34900 members 
Mstep: Class 3 contains 138979 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 35128 members 
Mstep: Class 8 contains 44679 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42244 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41320 members 
Mstep: Class 17 contains 32496 members 
Mstep: Class 18 contains 13699 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200296 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 23767 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 116669 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 58559 members 
Mstep: Class 29 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959256.000000 Penalty: 98646.656250
Iteration 260F: 30 clusters Score -1.289593e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 34900 members 
Mstep: Class 3 contains 138956 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 35161 members 
Mstep: Class 8 contains 44679 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42230 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41317 members 
Mstep: Class 17 contains 32502 members 
Mstep: Class 18 contains 13690 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200318 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23781 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 116641 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58548 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959408.000000 Penalty: 98646.656250
Iteration 261Q: 30 clusters Score -1.289594e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 34904 members 
Mstep: Class 3 contains 138939 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 35192 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42208 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41310 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200329 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23796 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 116638 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58532 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959376.000000 Penalty: 98646.656250
Iteration 262Q: 30 clusters Score -1.289594e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 34909 members 
Mstep: Class 3 contains 138928 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 35223 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 40485 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 42159 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32500 members 
Mstep: Class 18 contains 13678 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200326 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23815 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116630 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58525 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959496.000000 Penalty: 98646.656250
Iteration 263Q: 30 clusters Score -1.289595e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138901 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 35253 members 
Mstep: Class 8 contains 44668 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41309 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200326 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23833 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 771 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116620 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58525 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959512.000000 Penalty: 98646.656250
Iteration 264Q: 30 clusters Score -1.289595e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 34920 members 
Mstep: Class 3 contains 138864 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 35283 members 
Mstep: Class 8 contains 44654 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 42129 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 13664 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200327 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 23852 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 781 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116624 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58512 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959624.000000 Penalty: 98646.656250
Iteration 265Q: 30 clusters Score -1.289596e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138842 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 35308 members 
Mstep: Class 8 contains 44638 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 42123 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32502 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200344 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 23867 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116619 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 58500 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959648.000000 Penalty: 98646.656250
Iteration 266Q: 30 clusters Score -1.289596e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 34917 members 
Mstep: Class 3 contains 138829 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 35343 members 
Mstep: Class 8 contains 44629 members 
Mstep: Class 9 contains 40484 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 42124 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41305 members 
Mstep: Class 17 contains 32500 members 
Mstep: Class 18 contains 13650 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200355 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23886 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 787 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116601 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58488 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959664.000000 Penalty: 98646.656250
Iteration 267Q: 30 clusters Score -1.289597e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34919 members 
Mstep: Class 3 contains 138799 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 35370 members 
Mstep: Class 8 contains 44627 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 32498 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 200378 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23903 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116586 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58473 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959664.000000 Penalty: 98646.656250
Iteration 268Q: 30 clusters Score -1.289597e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138779 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 35390 members 
Mstep: Class 8 contains 44622 members 
Mstep: Class 9 contains 40479 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 3958 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41303 members 
Mstep: Class 17 contains 32496 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200403 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23923 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116569 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58460 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 269Q: 30 clusters Score -1.289598e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138760 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 35409 members 
Mstep: Class 8 contains 44619 members 
Mstep: Class 9 contains 40476 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41305 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200410 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23940 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116569 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58445 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959760.000000 Penalty: 98646.656250
Iteration 270Q: 30 clusters Score -1.289598e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34910 members 
Mstep: Class 3 contains 138740 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35428 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13630 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200432 members 
Mstep: Class 21 contains 16298 members 
Mstep: Class 22 contains 23953 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116557 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58434 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959736.000000 Penalty: 98646.656250
Iteration 271Q: 30 clusters Score -1.289597e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34908 members 
Mstep: Class 3 contains 138717 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35442 members 
Mstep: Class 8 contains 44615 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200461 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23963 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116545 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58425 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 272Q: 30 clusters Score -1.289598e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34909 members 
Mstep: Class 3 contains 138702 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35456 members 
Mstep: Class 8 contains 44607 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32493 members 
Mstep: Class 18 contains 13625 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200472 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23965 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116538 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58422 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959888.000000 Penalty: 98646.656250
Iteration 273Q: 30 clusters Score -1.289599e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34909 members 
Mstep: Class 3 contains 138672 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 44605 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13624 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200484 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 23969 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116543 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58418 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959800.000000 Penalty: 98646.656250
Iteration 274Q: 30 clusters Score -1.289598e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34907 members 
Mstep: Class 3 contains 138645 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35500 members 
Mstep: Class 8 contains 44603 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41308 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200506 members 
Mstep: Class 21 contains 16300 members 
Mstep: Class 22 contains 23972 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116540 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58412 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959712.000000 Penalty: 98646.656250
Iteration 275Q: 30 clusters Score -1.289597e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 138630 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35522 members 
Mstep: Class 8 contains 44601 members 
Mstep: Class 9 contains 40476 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41308 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200507 members 
Mstep: Class 21 contains 16300 members 
Mstep: Class 22 contains 23975 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116543 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58403 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959752.000000 Penalty: 98646.656250
Iteration 276Q: 30 clusters Score -1.289598e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138620 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35539 members 
Mstep: Class 8 contains 44598 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41308 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13617 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 200507 members 
Mstep: Class 21 contains 16299 members 
Mstep: Class 22 contains 23978 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116541 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58394 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959728.000000 Penalty: 98646.656250
Iteration 277Q: 30 clusters Score -1.289597e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34907 members 
Mstep: Class 3 contains 138617 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35549 members 
Mstep: Class 8 contains 44598 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200524 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116526 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58387 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959728.000000 Penalty: 98646.656250
Iteration 278Q: 30 clusters Score -1.289597e+08 nChanged 81
Entering ConstructFrom: 
Score: -128959728.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (14149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Entering Unmasked Estep 
Score: -1881845.000000 Penalty: 2370.234863
	Iteration 0F: 2 clusters Score -1881845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1871537.250000 Penalty: 4740.469727
	Iteration 0F: 3 clusters Score -1871537 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1874873.875000 Penalty: 4740.469727
	Iteration 1F: 3 clusters Score -1874874 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1875273.750000 Penalty: 4740.469727
	Iteration 2F: 3 clusters Score -1875274 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1875623.500000 Penalty: 4740.469727
	Iteration 3F: 3 clusters Score -1875624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1875966.125000 Penalty: 4740.469727
	Iteration 4Q: 3 clusters Score -1875966 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1876331.250000 Penalty: 4740.469727
	Iteration 5Q: 3 clusters Score -1876331 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1876736.625000 Penalty: 4740.469727
	Iteration 6Q: 3 clusters Score -1876737 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1877154.625000 Penalty: 4740.469727
	Iteration 7Q: 3 clusters Score -1877155 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1877541.875000 Penalty: 4740.469727
	Iteration 8Q: 3 clusters Score -1877542 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1877981.125000 Penalty: 4740.469727
	Iteration 9Q: 3 clusters Score -1877981 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1878420.500000 Penalty: 4740.469727
	Iteration 10Q: 3 clusters Score -1878420 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1878828.375000 Penalty: 4740.469727
	Iteration 11Q: 3 clusters Score -1878828 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1879224.000000 Penalty: 4740.469727
	Iteration 12Q: 3 clusters Score -1879224 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1879520.875000 Penalty: 4740.469727
	Iteration 13Q: 3 clusters Score -1879521 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1879759.875000 Penalty: 4740.469727
	Iteration 14Q: 3 clusters Score -1879760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1879908.500000 Penalty: 4740.469727
	Iteration 15Q: 3 clusters Score -1879908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1880012.625000 Penalty: 4740.469727
	Iteration 16Q: 3 clusters Score -1880013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1880059.875000 Penalty: 4740.469727
	Iteration 17Q: 3 clusters Score -1880060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1880104.375000 Penalty: 4740.469727
	Iteration 18Q: 3 clusters Score -1880104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1880135.875000 Penalty: 4740.469727
	Iteration 19Q: 3 clusters Score -1880136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1880159.500000 Penalty: 4740.469727
	Iteration 20F: 3 clusters Score -1880160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1880183.125000 Penalty: 4740.469727
	Iteration 21Q: 3 clusters Score -1880183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1880199.750000 Penalty: 4740.469727
	Iteration 22Q: 3 clusters Score -1880200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1880210.375000 Penalty: 4740.469727
	Iteration 23Q: 3 clusters Score -1880210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1880219.000000 Penalty: 4740.469727
	Iteration 24Q: 3 clusters Score -1880219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1880223.625000 Penalty: 4740.469727
	Iteration 25Q: 3 clusters Score -1880224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1880225.125000 Penalty: 4740.469727
	Iteration 26Q: 3 clusters Score -1880225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1880232.250000 Penalty: 4740.469727
	Iteration 27Q: 3 clusters Score -1880232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1880237.875000 Penalty: 4740.469727
	Iteration 28Q: 3 clusters Score -1880238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1880239.500000 Penalty: 4740.469727
	Iteration 29Q: 3 clusters Score -1880240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1880241.375000 Penalty: 4740.469727
	Iteration 30Q: 3 clusters Score -1880241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1880244.000000 Penalty: 4740.469727
	Iteration 31Q: 3 clusters Score -1880244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1880249.000000 Penalty: 4740.469727
	Iteration 32Q: 3 clusters Score -1880249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1880249.750000 Penalty: 4740.469727
	Iteration 33Q: 3 clusters Score -1880250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1880252.875000 Penalty: 4740.469727
	Iteration 34Q: 3 clusters Score -1880253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1880253.750000 Penalty: 4740.469727
	Iteration 35Q: 3 clusters Score -1880254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1880256.125000 Penalty: 4740.469727
	Iteration 36Q: 3 clusters Score -1880256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1880257.750000 Penalty: 4740.469727
	Iteration 37Q: 3 clusters Score -1880258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1880261.125000 Penalty: 4740.469727
	Iteration 38Q: 3 clusters Score -1880261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1880262.625000 Penalty: 4740.469727
	Iteration 39Q: 3 clusters Score -1880263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1880263.625000 Penalty: 4740.469727
	Iteration 40F: 3 clusters Score -1880264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1880266.000000 Penalty: 4740.469727
	Iteration 41Q: 3 clusters Score -1880266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1880264.375000 Penalty: 4740.469727
	Iteration 42Q: 3 clusters Score -1880264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1880266.000000 Penalty: 4740.469727
	Iteration 43Q: 3 clusters Score -1880266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1880265.125000 Penalty: 4740.469727
	Iteration 44Q: 3 clusters Score -1880265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1880267.250000 Penalty: 4740.469727
	Iteration 45Q: 3 clusters Score -1880267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1880272.875000 Penalty: 4740.469727
	Iteration 46Q: 3 clusters Score -1880273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1880274.250000 Penalty: 4740.469727
	Iteration 47Q: 3 clusters Score -1880274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1880274.250000 Penalty: 4740.469727
	Iteration 48F: 3 clusters Score -1880274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Entering Unmasked Estep 
Score: -4957812.000000 Penalty: 2594.182617
	Iteration 0F: 2 clusters Score -4957812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4934211.000000 Penalty: 5188.365234
	Iteration 0F: 3 clusters Score -4934211 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4942762.500000 Penalty: 5188.365234
	Iteration 1F: 3 clusters Score -4942762 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4943272.500000 Penalty: 5188.365234
	Iteration 2Q: 3 clusters Score -4943272 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4943820.500000 Penalty: 5188.365234
	Iteration 3Q: 3 clusters Score -4943820 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4944384.000000 Penalty: 5188.365234
	Iteration 4Q: 3 clusters Score -4944384 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4944964.000000 Penalty: 5188.365234
	Iteration 5Q: 3 clusters Score -4944964 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4945614.500000 Penalty: 5188.365234
	Iteration 6Q: 3 clusters Score -4945614 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4946380.500000 Penalty: 5188.365234
	Iteration 7Q: 3 clusters Score -4946380 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4947317.500000 Penalty: 5188.365234
	Iteration 8Q: 3 clusters Score -4947318 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4948415.000000 Penalty: 5188.365234
	Iteration 9Q: 3 clusters Score -4948415 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4949597.500000 Penalty: 5188.365234
	Iteration 10F: 3 clusters Score -4949598 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4950759.500000 Penalty: 5188.365234
	Iteration 11Q: 3 clusters Score -4950760 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -4951885.500000 Penalty: 5188.365234
	Iteration 12Q: 3 clusters Score -4951886 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4952827.000000 Penalty: 5188.365234
	Iteration 13Q: 3 clusters Score -4952827 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4953647.500000 Penalty: 5188.365234
	Iteration 14Q: 3 clusters Score -4953648 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4954331.000000 Penalty: 5188.365234
	Iteration 15Q: 3 clusters Score -4954331 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4954864.000000 Penalty: 5188.365234
	Iteration 16Q: 3 clusters Score -4954864 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4955188.500000 Penalty: 5188.365234
	Iteration 17Q: 3 clusters Score -4955188 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4955380.000000 Penalty: 5188.365234
	Iteration 18Q: 3 clusters Score -4955380 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4955544.000000 Penalty: 5188.365234
	Iteration 19Q: 3 clusters Score -4955544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4955628.500000 Penalty: 5188.365234
	Iteration 20F: 3 clusters Score -4955628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4955708.000000 Penalty: 5188.365234
	Iteration 21Q: 3 clusters Score -4955708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4955756.500000 Penalty: 5188.365234
	Iteration 22Q: 3 clusters Score -4955756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4955780.500000 Penalty: 5188.365234
	Iteration 23Q: 3 clusters Score -4955780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4955805.500000 Penalty: 5188.365234
	Iteration 24Q: 3 clusters Score -4955806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4955828.500000 Penalty: 5188.365234
	Iteration 25Q: 3 clusters Score -4955828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4955817.500000 Penalty: 5188.365234
	Iteration 26Q: 3 clusters Score -4955818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4955824.500000 Penalty: 5188.365234
	Iteration 27Q: 3 clusters Score -4955824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4955836.500000 Penalty: 5188.365234
	Iteration 28Q: 3 clusters Score -4955836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4955846.500000 Penalty: 5188.365234
	Iteration 29Q: 3 clusters Score -4955846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4955854.500000 Penalty: 5188.365234
	Iteration 30Q: 3 clusters Score -4955854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4955871.000000 Penalty: 5188.365234
	Iteration 31Q: 3 clusters Score -4955871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4955885.000000 Penalty: 5188.365234
	Iteration 32Q: 3 clusters Score -4955885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4955886.000000 Penalty: 5188.365234
	Iteration 33Q: 3 clusters Score -4955886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4955899.000000 Penalty: 5188.365234
	Iteration 34Q: 3 clusters Score -4955899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4955901.000000 Penalty: 5188.365234
	Iteration 35Q: 3 clusters Score -4955901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4955900.500000 Penalty: 5188.365234
	Iteration 36Q: 3 clusters Score -4955900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4955899.000000 Penalty: 5188.365234
	Iteration 37Q: 3 clusters Score -4955899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4955907.000000 Penalty: 5188.365234
	Iteration 38Q: 3 clusters Score -4955907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4955909.000000 Penalty: 5188.365234
	Iteration 39Q: 3 clusters Score -4955909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4955906.000000 Penalty: 5188.365234
	Iteration 40F: 3 clusters Score -4955906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4955913.500000 Penalty: 5188.365234
	Iteration 41Q: 3 clusters Score -4955914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4955902.500000 Penalty: 5188.365234
	Iteration 42Q: 3 clusters Score -4955902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4955911.500000 Penalty: 5188.365234
	Iteration 43Q: 3 clusters Score -4955912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4955910.500000 Penalty: 5188.365234
	Iteration 44Q: 3 clusters Score -4955910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4955921.000000 Penalty: 5188.365234
	Iteration 45Q: 3 clusters Score -4955921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4955917.500000 Penalty: 5188.365234
	Iteration 46Q: 3 clusters Score -4955918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4955915.500000 Penalty: 5188.365234
	Iteration 47Q: 3 clusters Score -4955916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4955913.500000 Penalty: 5188.365234
	Iteration 48Q: 3 clusters Score -4955914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4955918.500000 Penalty: 5188.365234
	Iteration 49Q: 3 clusters Score -4955918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4955912.000000 Penalty: 5188.365234
	Iteration 50Q: 3 clusters Score -4955912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4955911.500000 Penalty: 5188.365234
	Iteration 51Q: 3 clusters Score -4955912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4955920.500000 Penalty: 5188.365234
	Iteration 52Q: 3 clusters Score -4955920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4955918.000000 Penalty: 5188.365234
	Iteration 53Q: 3 clusters Score -4955918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4955919.000000 Penalty: 5188.365234
	Iteration 54Q: 3 clusters Score -4955919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4955919.000000 Penalty: 5188.365234
	Iteration 55F: 3 clusters Score -4955919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Entering Unmasked Estep 
Score: -20330482.000000 Penalty: 2936.181396
	Iteration 0F: 2 clusters Score -2.033048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -20240820.000000 Penalty: 5872.362793
	Iteration 0F: 3 clusters Score -2.024082e+07 nChanged 66149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -20278672.000000 Penalty: 5872.362793
	Iteration 1F: 3 clusters Score -2.027867e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -20279396.000000 Penalty: 5872.362793
	Iteration 2Q: 3 clusters Score -2.02794e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -20280632.000000 Penalty: 5872.362793
	Iteration 3Q: 3 clusters Score -2.028063e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -20281864.000000 Penalty: 5872.362793
	Iteration 4Q: 3 clusters Score -2.028186e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -20283552.000000 Penalty: 5872.362793
	Iteration 5Q: 3 clusters Score -2.028355e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -20286016.000000 Penalty: 5872.362793
	Iteration 6Q: 3 clusters Score -2.028602e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -20289530.000000 Penalty: 5872.362793
	Iteration 7Q: 3 clusters Score -2.028953e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -20293782.000000 Penalty: 5872.362793
	Iteration 8F: 3 clusters Score -2.029378e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -20298560.000000 Penalty: 5872.362793
	Iteration 9F: 3 clusters Score -2.029856e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -20303516.000000 Penalty: 5872.362793
	Iteration 10F: 3 clusters Score -2.030352e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -20308138.000000 Penalty: 5872.362793
	Iteration 11F: 3 clusters Score -2.030814e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -20312136.000000 Penalty: 5872.362793
	Iteration 12Q: 3 clusters Score -2.031214e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -20315016.000000 Penalty: 5872.362793
	Iteration 13Q: 3 clusters Score -2.031502e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -20316800.000000 Penalty: 5872.362793
	Iteration 14Q: 3 clusters Score -2.03168e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -20317818.000000 Penalty: 5872.362793
	Iteration 15Q: 3 clusters Score -2.031782e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -20318352.000000 Penalty: 5872.362793
	Iteration 16Q: 3 clusters Score -2.031835e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -20318870.000000 Penalty: 5872.362793
	Iteration 17Q: 3 clusters Score -2.031887e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -20319240.000000 Penalty: 5872.362793
	Iteration 18Q: 3 clusters Score -2.031924e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -20319544.000000 Penalty: 5872.362793
	Iteration 19Q: 3 clusters Score -2.031954e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112143 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -20319882.000000 Penalty: 5872.362793
	Iteration 20F: 3 clusters Score -2.031988e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113490 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -20320236.000000 Penalty: 5872.362793
	Iteration 21Q: 3 clusters Score -2.032024e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -20320680.000000 Penalty: 5872.362793
	Iteration 22Q: 3 clusters Score -2.032068e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -20321156.000000 Penalty: 5872.362793
	Iteration 23Q: 3 clusters Score -2.032116e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -20321532.000000 Penalty: 5872.362793
	Iteration 24Q: 3 clusters Score -2.032153e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -20321814.000000 Penalty: 5872.362793
	Iteration 25Q: 3 clusters Score -2.032181e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -20322258.000000 Penalty: 5872.362793
	Iteration 26Q: 3 clusters Score -2.032226e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -20322634.000000 Penalty: 5872.362793
	Iteration 27Q: 3 clusters Score -2.032263e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122241 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -20322938.000000 Penalty: 5872.362793
	Iteration 28Q: 3 clusters Score -2.032294e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -20323296.000000 Penalty: 5872.362793
	Iteration 29Q: 3 clusters Score -2.03233e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -20323540.000000 Penalty: 5872.362793
	Iteration 30Q: 3 clusters Score -2.032354e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -20323840.000000 Penalty: 5872.362793
	Iteration 31Q: 3 clusters Score -2.032384e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -20324208.000000 Penalty: 5872.362793
	Iteration 32Q: 3 clusters Score -2.032421e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -20324500.000000 Penalty: 5872.362793
	Iteration 33Q: 3 clusters Score -2.03245e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -20324856.000000 Penalty: 5872.362793
	Iteration 34Q: 3 clusters Score -2.032486e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -20325134.000000 Penalty: 5872.362793
	Iteration 35Q: 3 clusters Score -2.032513e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -20325432.000000 Penalty: 5872.362793
	Iteration 36Q: 3 clusters Score -2.032543e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -20325634.000000 Penalty: 5872.362793
	Iteration 37Q: 3 clusters Score -2.032563e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -20325848.000000 Penalty: 5872.362793
	Iteration 38Q: 3 clusters Score -2.032585e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132238 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -20326124.000000 Penalty: 5872.362793
	Iteration 39Q: 3 clusters Score -2.032612e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -20326346.000000 Penalty: 5872.362793
	Iteration 40F: 3 clusters Score -2.032635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -20326530.000000 Penalty: 5872.362793
	Iteration 41Q: 3 clusters Score -2.032653e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -20326612.000000 Penalty: 5872.362793
	Iteration 42Q: 3 clusters Score -2.032661e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134139 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -20326764.000000 Penalty: 5872.362793
	Iteration 43Q: 3 clusters Score -2.032676e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134512 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -20326860.000000 Penalty: 5872.362793
	Iteration 44Q: 3 clusters Score -2.032686e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134815 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -20326936.000000 Penalty: 5872.362793
	Iteration 45Q: 3 clusters Score -2.032694e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -20327036.000000 Penalty: 5872.362793
	Iteration 46Q: 3 clusters Score -2.032704e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20327150.000000 Penalty: 5872.362793
	Iteration 47Q: 3 clusters Score -2.032715e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -20327188.000000 Penalty: 5872.362793
	Iteration 48Q: 3 clusters Score -2.032719e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20327260.000000 Penalty: 5872.362793
	Iteration 49Q: 3 clusters Score -2.032726e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20327330.000000 Penalty: 5872.362793
	Iteration 50Q: 3 clusters Score -2.032733e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135953 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20327382.000000 Penalty: 5872.362793
	Iteration 51Q: 3 clusters Score -2.032738e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -20327432.000000 Penalty: 5872.362793
	Iteration 52Q: 3 clusters Score -2.032743e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20327442.000000 Penalty: 5872.362793
	Iteration 53Q: 3 clusters Score -2.032744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20327476.000000 Penalty: 5872.362793
	Iteration 54Q: 3 clusters Score -2.032748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136329 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -20327526.000000 Penalty: 5872.362793
	Iteration 55Q: 3 clusters Score -2.032753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20327552.000000 Penalty: 5872.362793
	Iteration 56Q: 3 clusters Score -2.032755e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136447 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20327580.000000 Penalty: 5872.362793
	Iteration 57Q: 3 clusters Score -2.032758e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -20327578.000000 Penalty: 5872.362793
	Iteration 58Q: 3 clusters Score -2.032758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -20327646.000000 Penalty: 5872.362793
	Iteration 59Q: 3 clusters Score -2.032765e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20327660.000000 Penalty: 5872.362793
	Iteration 60F: 3 clusters Score -2.032766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20327716.000000 Penalty: 5872.362793
	Iteration 61Q: 3 clusters Score -2.032772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136671 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -20327716.000000 Penalty: 5872.362793
	Iteration 62Q: 3 clusters Score -2.032772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20327716.000000 Penalty: 5872.362793
	Iteration 63Q: 3 clusters Score -2.032772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20327740.000000 Penalty: 5872.362793
	Iteration 64Q: 3 clusters Score -2.032774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20327742.000000 Penalty: 5872.362793
	Iteration 65Q: 3 clusters Score -2.032774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136756 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20327736.000000 Penalty: 5872.362793
	Iteration 66Q: 3 clusters Score -2.032774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136782 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20327746.000000 Penalty: 5872.362793
	Iteration 67Q: 3 clusters Score -2.032775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20327748.000000 Penalty: 5872.362793
	Iteration 68Q: 3 clusters Score -2.032775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20327768.000000 Penalty: 5872.362793
	Iteration 69Q: 3 clusters Score -2.032777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -20327798.000000 Penalty: 5872.362793
	Iteration 70Q: 3 clusters Score -2.03278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20327798.000000 Penalty: 5872.362793
	Iteration 71Q: 3 clusters Score -2.03278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20327806.000000 Penalty: 5872.362793
	Iteration 72Q: 3 clusters Score -2.032781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -20327816.000000 Penalty: 5872.362793
	Iteration 73Q: 3 clusters Score -2.032782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -20327830.000000 Penalty: 5872.362793
	Iteration 74Q: 3 clusters Score -2.032783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20327836.000000 Penalty: 5872.362793
	Iteration 75Q: 3 clusters Score -2.032784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136946 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20327850.000000 Penalty: 5872.362793
	Iteration 76Q: 3 clusters Score -2.032785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20327854.000000 Penalty: 5872.362793
	Iteration 77Q: 3 clusters Score -2.032785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20327858.000000 Penalty: 5872.362793
	Iteration 78Q: 3 clusters Score -2.032786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136986 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -20327844.000000 Penalty: 5872.362793
	Iteration 79Q: 3 clusters Score -2.032784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20327878.000000 Penalty: 5872.362793
	Iteration 80F: 3 clusters Score -2.032788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20327866.000000 Penalty: 5872.362793
	Iteration 81Q: 3 clusters Score -2.032787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20327874.000000 Penalty: 5872.362793
	Iteration 82Q: 3 clusters Score -2.032787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -20327866.000000 Penalty: 5872.362793
	Iteration 83Q: 3 clusters Score -2.032787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -20327854.000000 Penalty: 5872.362793
	Iteration 84Q: 3 clusters Score -2.032785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20327858.000000 Penalty: 5872.362793
	Iteration 85Q: 3 clusters Score -2.032786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137050 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -20327850.000000 Penalty: 5872.362793
	Iteration 86Q: 3 clusters Score -2.032785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -20327854.000000 Penalty: 5872.362793
	Iteration 87Q: 3 clusters Score -2.032785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20327850.000000 Penalty: 5872.362793
	Iteration 88Q: 3 clusters Score -2.032785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137075 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -20327834.000000 Penalty: 5872.362793
	Iteration 89Q: 3 clusters Score -2.032783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20327832.000000 Penalty: 5872.362793
	Iteration 90Q: 3 clusters Score -2.032783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20327836.000000 Penalty: 5872.362793
	Iteration 91Q: 3 clusters Score -2.032784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20327826.000000 Penalty: 5872.362793
	Iteration 92Q: 3 clusters Score -2.032783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -20327826.000000 Penalty: 5872.362793
	Iteration 93Q: 3 clusters Score -2.032783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137114 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20327826.000000 Penalty: 5872.362793
	Iteration 94Q: 3 clusters Score -2.032783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20327834.000000 Penalty: 5872.362793
	Iteration 95Q: 3 clusters Score -2.032783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20327846.000000 Penalty: 5872.362793
	Iteration 96Q: 3 clusters Score -2.032785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20327836.000000 Penalty: 5872.362793
	Iteration 97Q: 3 clusters Score -2.032784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20327836.000000 Penalty: 5872.362793
	Iteration 98Q: 3 clusters Score -2.032784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20327832.000000 Penalty: 5872.362793
	Iteration 99Q: 3 clusters Score -2.032783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20327838.000000 Penalty: 5872.362793
	Iteration 100F: 3 clusters Score -2.032784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20327828.000000 Penalty: 5872.362793
	Iteration 101Q: 3 clusters Score -2.032783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -20327834.000000 Penalty: 5872.362793
	Iteration 102Q: 3 clusters Score -2.032783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20327824.000000 Penalty: 5872.362793
	Iteration 103Q: 3 clusters Score -2.032782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20327820.000000 Penalty: 5872.362793
	Iteration 104Q: 3 clusters Score -2.032782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20327816.000000 Penalty: 5872.362793
	Iteration 105Q: 3 clusters Score -2.032782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20327838.000000 Penalty: 5872.362793
	Iteration 106Q: 3 clusters Score -2.032784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -20327844.000000 Penalty: 5872.362793
	Iteration 107Q: 3 clusters Score -2.032784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137182 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20327842.000000 Penalty: 5872.362793
	Iteration 108Q: 3 clusters Score -2.032784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20327854.000000 Penalty: 5872.362793
	Iteration 109Q: 3 clusters Score -2.032785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -20327854.000000 Penalty: 5872.362793
	Iteration 110Q: 3 clusters Score -2.032785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20327862.000000 Penalty: 5872.362793
	Iteration 111Q: 3 clusters Score -2.032786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20327860.000000 Penalty: 5872.362793
	Iteration 112Q: 3 clusters Score -2.032786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20327862.000000 Penalty: 5872.362793
	Iteration 113Q: 3 clusters Score -2.032786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20327864.000000 Penalty: 5872.362793
	Iteration 114Q: 3 clusters Score -2.032786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20327862.000000 Penalty: 5872.362793
	Iteration 115Q: 3 clusters Score -2.032786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20327848.000000 Penalty: 5872.362793
	Iteration 116Q: 3 clusters Score -2.032785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20327848.000000 Penalty: 5872.362793
	Iteration 117F: 3 clusters Score -2.032785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -326872.500000 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -326872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -324005.593750 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -324005.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -324564.187500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -324564.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -324739.937500 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -324739.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -324850.468750 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -324850.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -324948.500000 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -324948.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -325055.093750 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -325055.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -325195.031250 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -325195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -325398.125000 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -325398.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -325730.625000 Penalty: 3859.858887
	Iteration 8F: 3 clusters Score -325730.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -326174.375000 Penalty: 3859.858887
	Iteration 9F: 3 clusters Score -326174.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -326504.781250 Penalty: 3859.858887
	Iteration 10F: 3 clusters Score -326504.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -326700.000000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -326700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -326846.968750 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -326847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327100.843750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -327100.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327323.343750 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -327323.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -327381.343750 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -327381.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -327395.125000 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -327395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -327400.906250 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -327400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -327409.437500 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -327409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -327414.968750 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -327415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -327417.968750 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -327418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -327422.187500 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -327422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -327422.875000 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -327422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -327422.875000 Penalty: 3859.858887
	Iteration 23F: 3 clusters Score -327422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138613 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 44599 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200528 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116521 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58386 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 1136 members 
Entering Unmasked Estep 
Score: -128958856.000000 Penalty: 102048.265625
Splitting cluster 4 changes total score from -128959728.000000 to -128958856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Entering Unmasked Estep 
Score: -1457141.125000 Penalty: 2289.755371
	Iteration 0F: 2 clusters Score -1457141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1449255.625000 Penalty: 4579.510742
	Iteration 0F: 3 clusters Score -1449256 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1451503.375000 Penalty: 4579.510742
	Iteration 1F: 3 clusters Score -1451503 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1451796.875000 Penalty: 4579.510742
	Iteration 2F: 3 clusters Score -1451797 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1451997.625000 Penalty: 4579.510742
	Iteration 3Q: 3 clusters Score -1451998 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1452160.125000 Penalty: 4579.510742
	Iteration 4Q: 3 clusters Score -1452160 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1452276.375000 Penalty: 4579.510742
	Iteration 5Q: 3 clusters Score -1452276 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1452356.375000 Penalty: 4579.510742
	Iteration 6Q: 3 clusters Score -1452356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1452418.750000 Penalty: 4579.510742
	Iteration 7Q: 3 clusters Score -1452419 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1452481.875000 Penalty: 4579.510742
	Iteration 8Q: 3 clusters Score -1452482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1452546.000000 Penalty: 4579.510742
	Iteration 9Q: 3 clusters Score -1452546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1452611.250000 Penalty: 4579.510742
	Iteration 10Q: 3 clusters Score -1452611 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1452677.875000 Penalty: 4579.510742
	Iteration 11Q: 3 clusters Score -1452678 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1452740.875000 Penalty: 4579.510742
	Iteration 12Q: 3 clusters Score -1452741 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1452821.875000 Penalty: 4579.510742
	Iteration 13Q: 3 clusters Score -1452822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1452924.125000 Penalty: 4579.510742
	Iteration 14Q: 3 clusters Score -1452924 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1453046.000000 Penalty: 4579.510742
	Iteration 15Q: 3 clusters Score -1453046 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1453207.875000 Penalty: 4579.510742
	Iteration 16Q: 3 clusters Score -1453208 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1453394.625000 Penalty: 4579.510742
	Iteration 17Q: 3 clusters Score -1453395 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1453614.375000 Penalty: 4579.510742
	Iteration 18Q: 3 clusters Score -1453614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1453853.500000 Penalty: 4579.510742
	Iteration 19Q: 3 clusters Score -1453854 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1454081.125000 Penalty: 4579.510742
	Iteration 20F: 3 clusters Score -1454081 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1454309.625000 Penalty: 4579.510742
	Iteration 21Q: 3 clusters Score -1454310 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1454506.875000 Penalty: 4579.510742
	Iteration 22Q: 3 clusters Score -1454507 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1454663.125000 Penalty: 4579.510742
	Iteration 23Q: 3 clusters Score -1454663 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1454784.750000 Penalty: 4579.510742
	Iteration 24Q: 3 clusters Score -1454785 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1454864.000000 Penalty: 4579.510742
	Iteration 25Q: 3 clusters Score -1454864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1454920.250000 Penalty: 4579.510742
	Iteration 26Q: 3 clusters Score -1454920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1454961.875000 Penalty: 4579.510742
	Iteration 27Q: 3 clusters Score -1454962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1455003.750000 Penalty: 4579.510742
	Iteration 28Q: 3 clusters Score -1455004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1455032.625000 Penalty: 4579.510742
	Iteration 29Q: 3 clusters Score -1455033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1455059.500000 Penalty: 4579.510742
	Iteration 30Q: 3 clusters Score -1455060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1455077.125000 Penalty: 4579.510742
	Iteration 31Q: 3 clusters Score -1455077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1455087.250000 Penalty: 4579.510742
	Iteration 32Q: 3 clusters Score -1455087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1455103.250000 Penalty: 4579.510742
	Iteration 33Q: 3 clusters Score -1455103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1455113.500000 Penalty: 4579.510742
	Iteration 34Q: 3 clusters Score -1455114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1455124.875000 Penalty: 4579.510742
	Iteration 35Q: 3 clusters Score -1455125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1455139.000000 Penalty: 4579.510742
	Iteration 36Q: 3 clusters Score -1455139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1455156.750000 Penalty: 4579.510742
	Iteration 37Q: 3 clusters Score -1455157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1455161.625000 Penalty: 4579.510742
	Iteration 38Q: 3 clusters Score -1455162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1455167.625000 Penalty: 4579.510742
	Iteration 39Q: 3 clusters Score -1455168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1455174.125000 Penalty: 4579.510742
	Iteration 40F: 3 clusters Score -1455174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1455183.500000 Penalty: 4579.510742
	Iteration 41Q: 3 clusters Score -1455184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1455186.875000 Penalty: 4579.510742
	Iteration 42Q: 3 clusters Score -1455187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1455195.375000 Penalty: 4579.510742
	Iteration 43Q: 3 clusters Score -1455195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1455196.625000 Penalty: 4579.510742
	Iteration 44Q: 3 clusters Score -1455197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1455198.375000 Penalty: 4579.510742
	Iteration 45Q: 3 clusters Score -1455198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1455197.750000 Penalty: 4579.510742
	Iteration 46Q: 3 clusters Score -1455198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1455201.750000 Penalty: 4579.510742
	Iteration 47Q: 3 clusters Score -1455202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1455202.750000 Penalty: 4579.510742
	Iteration 48Q: 3 clusters Score -1455203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1455206.250000 Penalty: 4579.510742
	Iteration 49Q: 3 clusters Score -1455206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1455206.625000 Penalty: 4579.510742
	Iteration 50Q: 3 clusters Score -1455207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1455209.750000 Penalty: 4579.510742
	Iteration 51Q: 3 clusters Score -1455210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1455209.125000 Penalty: 4579.510742
	Iteration 52Q: 3 clusters Score -1455209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1455209.125000 Penalty: 4579.510742
	Iteration 53F: 3 clusters Score -1455209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Entering Unmasked Estep 
Score: -1762104.750000 Penalty: 2356.172119
	Iteration 0F: 2 clusters Score -1762105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1752366.375000 Penalty: 4712.344238
	Iteration 0F: 3 clusters Score -1752366 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1755526.625000 Penalty: 4712.344238
	Iteration 1F: 3 clusters Score -1755527 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1755983.500000 Penalty: 4712.344238
	Iteration 2F: 3 clusters Score -1755984 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1756385.000000 Penalty: 4712.344238
	Iteration 3F: 3 clusters Score -1756385 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1756736.500000 Penalty: 4712.344238
	Iteration 4F: 3 clusters Score -1756736 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1757024.500000 Penalty: 4712.344238
	Iteration 5Q: 3 clusters Score -1757024 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1757318.500000 Penalty: 4712.344238
	Iteration 6Q: 3 clusters Score -1757318 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1757593.625000 Penalty: 4712.344238
	Iteration 7Q: 3 clusters Score -1757594 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1757825.250000 Penalty: 4712.344238
	Iteration 8Q: 3 clusters Score -1757825 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1758027.750000 Penalty: 4712.344238
	Iteration 9Q: 3 clusters Score -1758028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1758229.125000 Penalty: 4712.344238
	Iteration 10Q: 3 clusters Score -1758229 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1758414.875000 Penalty: 4712.344238
	Iteration 11Q: 3 clusters Score -1758415 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1758545.750000 Penalty: 4712.344238
	Iteration 12Q: 3 clusters Score -1758546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1758665.750000 Penalty: 4712.344238
	Iteration 13Q: 3 clusters Score -1758666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1758775.375000 Penalty: 4712.344238
	Iteration 14Q: 3 clusters Score -1758775 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1758850.750000 Penalty: 4712.344238
	Iteration 15Q: 3 clusters Score -1758851 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1758933.500000 Penalty: 4712.344238
	Iteration 16Q: 3 clusters Score -1758934 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1759023.625000 Penalty: 4712.344238
	Iteration 17Q: 3 clusters Score -1759024 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1759124.750000 Penalty: 4712.344238
	Iteration 18Q: 3 clusters Score -1759125 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1759217.000000 Penalty: 4712.344238
	Iteration 19Q: 3 clusters Score -1759217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1759294.000000 Penalty: 4712.344238
	Iteration 20F: 3 clusters Score -1759294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1759371.625000 Penalty: 4712.344238
	Iteration 21Q: 3 clusters Score -1759372 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1759462.500000 Penalty: 4712.344238
	Iteration 22Q: 3 clusters Score -1759462 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1759549.750000 Penalty: 4712.344238
	Iteration 23Q: 3 clusters Score -1759550 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1759630.000000 Penalty: 4712.344238
	Iteration 24Q: 3 clusters Score -1759630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1759706.000000 Penalty: 4712.344238
	Iteration 25Q: 3 clusters Score -1759706 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1759776.000000 Penalty: 4712.344238
	Iteration 26Q: 3 clusters Score -1759776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1759859.375000 Penalty: 4712.344238
	Iteration 27Q: 3 clusters Score -1759859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1759957.750000 Penalty: 4712.344238
	Iteration 28Q: 3 clusters Score -1759958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1760083.250000 Penalty: 4712.344238
	Iteration 29Q: 3 clusters Score -1760083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1760189.000000 Penalty: 4712.344238
	Iteration 30Q: 3 clusters Score -1760189 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1760271.125000 Penalty: 4712.344238
	Iteration 31Q: 3 clusters Score -1760271 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1760355.125000 Penalty: 4712.344238
	Iteration 32Q: 3 clusters Score -1760355 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1760433.250000 Penalty: 4712.344238
	Iteration 33Q: 3 clusters Score -1760433 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1760486.250000 Penalty: 4712.344238
	Iteration 34Q: 3 clusters Score -1760486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1760525.625000 Penalty: 4712.344238
	Iteration 35Q: 3 clusters Score -1760526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1760558.500000 Penalty: 4712.344238
	Iteration 36Q: 3 clusters Score -1760558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1760577.375000 Penalty: 4712.344238
	Iteration 37Q: 3 clusters Score -1760577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1760593.250000 Penalty: 4712.344238
	Iteration 38Q: 3 clusters Score -1760593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1760607.750000 Penalty: 4712.344238
	Iteration 39Q: 3 clusters Score -1760608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1760619.625000 Penalty: 4712.344238
	Iteration 40F: 3 clusters Score -1760620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1760618.500000 Penalty: 4712.344238
	Iteration 41Q: 3 clusters Score -1760618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1760630.250000 Penalty: 4712.344238
	Iteration 42Q: 3 clusters Score -1760630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1760638.750000 Penalty: 4712.344238
	Iteration 43Q: 3 clusters Score -1760639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1760641.625000 Penalty: 4712.344238
	Iteration 44Q: 3 clusters Score -1760642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1760645.000000 Penalty: 4712.344238
	Iteration 45Q: 3 clusters Score -1760645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1760648.000000 Penalty: 4712.344238
	Iteration 46Q: 3 clusters Score -1760648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1760654.500000 Penalty: 4712.344238
	Iteration 47Q: 3 clusters Score -1760654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1760653.000000 Penalty: 4712.344238
	Iteration 48Q: 3 clusters Score -1760653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1760654.625000 Penalty: 4712.344238
	Iteration 49Q: 3 clusters Score -1760655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1760655.750000 Penalty: 4712.344238
	Iteration 50Q: 3 clusters Score -1760656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1760655.750000 Penalty: 4712.344238
	Iteration 51F: 3 clusters Score -1760656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Entering Unmasked Estep 
Score: -5277060.500000 Penalty: 2598.779297
	Iteration 0F: 2 clusters Score -5277060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -5252747.000000 Penalty: 5197.558594
	Iteration 0F: 3 clusters Score -5252747 nChanged 16313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5261566.500000 Penalty: 5197.558594
	Iteration 1F: 3 clusters Score -5261566 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -5261976.000000 Penalty: 5197.558594
	Iteration 2Q: 3 clusters Score -5261976 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5262337.000000 Penalty: 5197.558594
	Iteration 3Q: 3 clusters Score -5262337 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5262616.500000 Penalty: 5197.558594
	Iteration 4Q: 3 clusters Score -5262616 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -5262854.500000 Penalty: 5197.558594
	Iteration 5Q: 3 clusters Score -5262854 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5263108.500000 Penalty: 5197.558594
	Iteration 6Q: 3 clusters Score -5263108 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5263381.500000 Penalty: 5197.558594
	Iteration 7Q: 3 clusters Score -5263382 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5263706.500000 Penalty: 5197.558594
	Iteration 8Q: 3 clusters Score -5263706 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5264129.000000 Penalty: 5197.558594
	Iteration 9Q: 3 clusters Score -5264129 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5264633.000000 Penalty: 5197.558594
	Iteration 10Q: 3 clusters Score -5264633 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5265272.500000 Penalty: 5197.558594
	Iteration 11Q: 3 clusters Score -5265272 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5266135.500000 Penalty: 5197.558594
	Iteration 12Q: 3 clusters Score -5266136 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5267137.000000 Penalty: 5197.558594
	Iteration 13Q: 3 clusters Score -5267137 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5268235.000000 Penalty: 5197.558594
	Iteration 14Q: 3 clusters Score -5268235 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5269250.000000 Penalty: 5197.558594
	Iteration 15Q: 3 clusters Score -5269250 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -5270193.500000 Penalty: 5197.558594
	Iteration 16Q: 3 clusters Score -5270194 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -5270940.000000 Penalty: 5197.558594
	Iteration 17Q: 3 clusters Score -5270940 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5271470.000000 Penalty: 5197.558594
	Iteration 18Q: 3 clusters Score -5271470 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5271861.000000 Penalty: 5197.558594
	Iteration 19Q: 3 clusters Score -5271861 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5272121.000000 Penalty: 5197.558594
	Iteration 20F: 3 clusters Score -5272121 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5272341.000000 Penalty: 5197.558594
	Iteration 21Q: 3 clusters Score -5272341 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5272513.500000 Penalty: 5197.558594
	Iteration 22Q: 3 clusters Score -5272514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5272661.000000 Penalty: 5197.558594
	Iteration 23Q: 3 clusters Score -5272661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5272803.500000 Penalty: 5197.558594
	Iteration 24Q: 3 clusters Score -5272804 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5272927.000000 Penalty: 5197.558594
	Iteration 25Q: 3 clusters Score -5272927 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5273036.000000 Penalty: 5197.558594
	Iteration 26Q: 3 clusters Score -5273036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5273186.000000 Penalty: 5197.558594
	Iteration 27Q: 3 clusters Score -5273186 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5273323.500000 Penalty: 5197.558594
	Iteration 28Q: 3 clusters Score -5273324 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5273445.000000 Penalty: 5197.558594
	Iteration 29Q: 3 clusters Score -5273445 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5273549.000000 Penalty: 5197.558594
	Iteration 30Q: 3 clusters Score -5273549 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5273664.500000 Penalty: 5197.558594
	Iteration 31Q: 3 clusters Score -5273664 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5273799.000000 Penalty: 5197.558594
	Iteration 32Q: 3 clusters Score -5273799 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5273949.500000 Penalty: 5197.558594
	Iteration 33Q: 3 clusters Score -5273950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5274057.500000 Penalty: 5197.558594
	Iteration 34Q: 3 clusters Score -5274058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5274145.500000 Penalty: 5197.558594
	Iteration 35Q: 3 clusters Score -5274146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5274233.500000 Penalty: 5197.558594
	Iteration 36Q: 3 clusters Score -5274234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5274326.000000 Penalty: 5197.558594
	Iteration 37Q: 3 clusters Score -5274326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5274403.500000 Penalty: 5197.558594
	Iteration 38Q: 3 clusters Score -5274404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5274468.500000 Penalty: 5197.558594
	Iteration 39Q: 3 clusters Score -5274468 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5274517.500000 Penalty: 5197.558594
	Iteration 40F: 3 clusters Score -5274518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5274549.500000 Penalty: 5197.558594
	Iteration 41Q: 3 clusters Score -5274550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5274571.500000 Penalty: 5197.558594
	Iteration 42Q: 3 clusters Score -5274572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5274587.500000 Penalty: 5197.558594
	Iteration 43Q: 3 clusters Score -5274588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5274615.500000 Penalty: 5197.558594
	Iteration 44Q: 3 clusters Score -5274616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5274638.500000 Penalty: 5197.558594
	Iteration 45Q: 3 clusters Score -5274638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5274650.500000 Penalty: 5197.558594
	Iteration 46Q: 3 clusters Score -5274650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5274664.500000 Penalty: 5197.558594
	Iteration 47Q: 3 clusters Score -5274664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5274687.500000 Penalty: 5197.558594
	Iteration 48Q: 3 clusters Score -5274688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5274694.500000 Penalty: 5197.558594
	Iteration 49Q: 3 clusters Score -5274694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5274694.500000 Penalty: 5197.558594
	Iteration 50Q: 3 clusters Score -5274694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5274700.000000 Penalty: 5197.558594
	Iteration 51Q: 3 clusters Score -5274700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5274710.500000 Penalty: 5197.558594
	Iteration 52Q: 3 clusters Score -5274710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5274729.000000 Penalty: 5197.558594
	Iteration 53Q: 3 clusters Score -5274729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5274737.500000 Penalty: 5197.558594
	Iteration 54Q: 3 clusters Score -5274738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5274743.500000 Penalty: 5197.558594
	Iteration 55Q: 3 clusters Score -5274744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5274754.500000 Penalty: 5197.558594
	Iteration 56Q: 3 clusters Score -5274754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5274762.500000 Penalty: 5197.558594
	Iteration 57Q: 3 clusters Score -5274762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5274766.000000 Penalty: 5197.558594
	Iteration 58Q: 3 clusters Score -5274766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5274770.500000 Penalty: 5197.558594
	Iteration 59Q: 3 clusters Score -5274770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5274778.500000 Penalty: 5197.558594
	Iteration 60F: 3 clusters Score -5274778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5274783.500000 Penalty: 5197.558594
	Iteration 61Q: 3 clusters Score -5274784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5274789.500000 Penalty: 5197.558594
	Iteration 62Q: 3 clusters Score -5274790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5274786.000000 Penalty: 5197.558594
	Iteration 63Q: 3 clusters Score -5274786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5274789.000000 Penalty: 5197.558594
	Iteration 64Q: 3 clusters Score -5274789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5274800.000000 Penalty: 5197.558594
	Iteration 65Q: 3 clusters Score -5274800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5274800.500000 Penalty: 5197.558594
	Iteration 66Q: 3 clusters Score -5274800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5274804.000000 Penalty: 5197.558594
	Iteration 67Q: 3 clusters Score -5274804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5274805.500000 Penalty: 5197.558594
	Iteration 68Q: 3 clusters Score -5274806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5274806.000000 Penalty: 5197.558594
	Iteration 69Q: 3 clusters Score -5274806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5274807.500000 Penalty: 5197.558594
	Iteration 70Q: 3 clusters Score -5274808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5274803.000000 Penalty: 5197.558594
	Iteration 71Q: 3 clusters Score -5274803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5274804.500000 Penalty: 5197.558594
	Iteration 72Q: 3 clusters Score -5274804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5274806.000000 Penalty: 5197.558594
	Iteration 73Q: 3 clusters Score -5274806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5274809.000000 Penalty: 5197.558594
	Iteration 74Q: 3 clusters Score -5274809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5274811.000000 Penalty: 5197.558594
	Iteration 75Q: 3 clusters Score -5274811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5274812.500000 Penalty: 5197.558594
	Iteration 76Q: 3 clusters Score -5274812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5274814.000000 Penalty: 5197.558594
	Iteration 77Q: 3 clusters Score -5274814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5274820.500000 Penalty: 5197.558594
	Iteration 78Q: 3 clusters Score -5274820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5274817.000000 Penalty: 5197.558594
	Iteration 79Q: 3 clusters Score -5274817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5274826.000000 Penalty: 5197.558594
	Iteration 80F: 3 clusters Score -5274826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5274824.000000 Penalty: 5197.558594
	Iteration 81Q: 3 clusters Score -5274824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5274824.000000 Penalty: 5197.558594
	Iteration 82Q: 3 clusters Score -5274824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5274832.000000 Penalty: 5197.558594
	Iteration 83Q: 3 clusters Score -5274832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5274831.500000 Penalty: 5197.558594
	Iteration 84Q: 3 clusters Score -5274832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5274839.500000 Penalty: 5197.558594
	Iteration 85Q: 3 clusters Score -5274840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5274839.500000 Penalty: 5197.558594
	Iteration 86F: 3 clusters Score -5274840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Entering Unmasked Estep 
Score: -6555297.000000 Penalty: 2654.955566
	Iteration 0F: 2 clusters Score -6555297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6525330.000000 Penalty: 5309.911133
	Iteration 0F: 3 clusters Score -6525330 nChanged 20363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -6536487.500000 Penalty: 5309.911133
	Iteration 1F: 3 clusters Score -6536488 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6537114.000000 Penalty: 5309.911133
	Iteration 2Q: 3 clusters Score -6537114 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -6537738.500000 Penalty: 5309.911133
	Iteration 3Q: 3 clusters Score -6537738 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -6538478.500000 Penalty: 5309.911133
	Iteration 4Q: 3 clusters Score -6538478 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -6539427.500000 Penalty: 5309.911133
	Iteration 5Q: 3 clusters Score -6539428 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -6540593.000000 Penalty: 5309.911133
	Iteration 6F: 3 clusters Score -6540593 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -6542113.000000 Penalty: 5309.911133
	Iteration 7F: 3 clusters Score -6542113 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6544083.500000 Penalty: 5309.911133
	Iteration 8F: 3 clusters Score -6544084 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -6546174.000000 Penalty: 5309.911133
	Iteration 9F: 3 clusters Score -6546174 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -6548220.500000 Penalty: 5309.911133
	Iteration 10F: 3 clusters Score -6548220 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -6549505.000000 Penalty: 5309.911133
	Iteration 11Q: 3 clusters Score -6549505 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -6550138.000000 Penalty: 5309.911133
	Iteration 12Q: 3 clusters Score -6550138 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -6550506.000000 Penalty: 5309.911133
	Iteration 13Q: 3 clusters Score -6550506 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6550779.000000 Penalty: 5309.911133
	Iteration 14Q: 3 clusters Score -6550779 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -6551002.000000 Penalty: 5309.911133
	Iteration 15Q: 3 clusters Score -6551002 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6551149.000000 Penalty: 5309.911133
	Iteration 16Q: 3 clusters Score -6551149 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6551277.500000 Penalty: 5309.911133
	Iteration 17Q: 3 clusters Score -6551278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -6551398.000000 Penalty: 5309.911133
	Iteration 18Q: 3 clusters Score -6551398 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6551509.500000 Penalty: 5309.911133
	Iteration 19Q: 3 clusters Score -6551510 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -6551587.500000 Penalty: 5309.911133
	Iteration 20F: 3 clusters Score -6551588 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -6551677.000000 Penalty: 5309.911133
	Iteration 21Q: 3 clusters Score -6551677 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6551715.000000 Penalty: 5309.911133
	Iteration 22Q: 3 clusters Score -6551715 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -6551768.000000 Penalty: 5309.911133
	Iteration 23Q: 3 clusters Score -6551768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6551844.500000 Penalty: 5309.911133
	Iteration 24Q: 3 clusters Score -6551844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6551875.000000 Penalty: 5309.911133
	Iteration 25Q: 3 clusters Score -6551875 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6551930.500000 Penalty: 5309.911133
	Iteration 26Q: 3 clusters Score -6551930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6551994.500000 Penalty: 5309.911133
	Iteration 27Q: 3 clusters Score -6551994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6552052.000000 Penalty: 5309.911133
	Iteration 28Q: 3 clusters Score -6552052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6552083.500000 Penalty: 5309.911133
	Iteration 29Q: 3 clusters Score -6552084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -6552118.500000 Penalty: 5309.911133
	Iteration 30Q: 3 clusters Score -6552118 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6552161.000000 Penalty: 5309.911133
	Iteration 31Q: 3 clusters Score -6552161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6552202.000000 Penalty: 5309.911133
	Iteration 32Q: 3 clusters Score -6552202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6552233.500000 Penalty: 5309.911133
	Iteration 33Q: 3 clusters Score -6552234 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -6552288.000000 Penalty: 5309.911133
	Iteration 34Q: 3 clusters Score -6552288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6552313.500000 Penalty: 5309.911133
	Iteration 35Q: 3 clusters Score -6552314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6552338.000000 Penalty: 5309.911133
	Iteration 36Q: 3 clusters Score -6552338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6552350.500000 Penalty: 5309.911133
	Iteration 37Q: 3 clusters Score -6552350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6552387.500000 Penalty: 5309.911133
	Iteration 38Q: 3 clusters Score -6552388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6552413.500000 Penalty: 5309.911133
	Iteration 39Q: 3 clusters Score -6552414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6552430.500000 Penalty: 5309.911133
	Iteration 40F: 3 clusters Score -6552430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6552475.000000 Penalty: 5309.911133
	Iteration 41Q: 3 clusters Score -6552475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6552480.000000 Penalty: 5309.911133
	Iteration 42Q: 3 clusters Score -6552480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6552517.000000 Penalty: 5309.911133
	Iteration 43Q: 3 clusters Score -6552517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6552527.500000 Penalty: 5309.911133
	Iteration 44Q: 3 clusters Score -6552528 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6552532 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6552530 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6552572 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6552590 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6552576.500000 Penalty: 5309.911133
	Iteration 49Q: 3 clusters Score -6552576 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6552568 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6552590 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6552620.000000 Penalty: 5309.911133
	Iteration 52Q: 3 clusters Score -6552620 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6552650 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6552656 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6552681 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6552686 nChanged 53
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Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6552696 nChanged 53
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Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6552708 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6552725.500000 Penalty: 5309.911133
	Iteration 59Q: 3 clusters Score -6552726 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6552731.500000 Penalty: 5309.911133
	Iteration 60F: 3 clusters Score -6552732 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6552730.500000 Penalty: 5309.911133
	Iteration 61Q: 3 clusters Score -6552730 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6552745.000000 Penalty: 5309.911133
	Iteration 62Q: 3 clusters Score -6552745 nChanged 22
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Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6552740 nChanged 22
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Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6552748.500000 Penalty: 5309.911133
	Iteration 64Q: 3 clusters Score -6552748 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6552739.000000 Penalty: 5309.911133
	Iteration 65Q: 3 clusters Score -6552739 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6552744.500000 Penalty: 5309.911133
	Iteration 66Q: 3 clusters Score -6552744 nChanged 12
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Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6552743 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41595 members 
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Entering Unmasked Estep 
Score: -6552741.000000 Penalty: 5309.911133
	Iteration 68Q: 3 clusters Score -6552741 nChanged 13
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Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6552744 nChanged 15
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Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6552746 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6552749.000000 Penalty: 5309.911133
	Iteration 71Q: 3 clusters Score -6552749 nChanged 18
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Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6552751 nChanged 18
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Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6552741 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6552752 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6552763 nChanged 20
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Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6552760 nChanged 16
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Mstep: Class 1 contains 41739 members 
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	Iteration 77Q: 3 clusters Score -6552758 nChanged 21
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Mstep: Class 1 contains 41760 members 
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	Iteration 78Q: 3 clusters Score -6552772 nChanged 30
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Mstep: Class 1 contains 41790 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6552774 nChanged 34
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Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6552773.000000 Penalty: 5309.911133
	Iteration 80F: 3 clusters Score -6552773 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6552771 nChanged 45
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Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6552781 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6552783.500000 Penalty: 5309.911133
	Iteration 83Q: 3 clusters Score -6552784 nChanged 33
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Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6552807 nChanged 40
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Mstep: Class 1 contains 42002 members 
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Entering Unmasked Estep 
Score: -6552826.500000 Penalty: 5309.911133
	Iteration 85Q: 3 clusters Score -6552826 nChanged 22
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Mstep: Class 1 contains 42022 members 
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Entering Unmasked Estep 
Score: -6552824.000000 Penalty: 5309.911133
	Iteration 86Q: 3 clusters Score -6552824 nChanged 19
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6552822 nChanged 29
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Mstep: Class 1 contains 42068 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6552832 nChanged 28
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Mstep: Class 1 contains 42096 members 
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Entering Unmasked Estep 
Score: -6552841.500000 Penalty: 5309.911133
	Iteration 89Q: 3 clusters Score -6552842 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6552840.000000 Penalty: 5309.911133
	Iteration 90Q: 3 clusters Score -6552840 nChanged 35
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Mstep: Class 1 contains 42157 members 
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Entering Unmasked Estep 
Score: -6552848.000000 Penalty: 5309.911133
	Iteration 91Q: 3 clusters Score -6552848 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42191 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6552856 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42227 members 
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Entering Unmasked Estep 
Score: -6552868.500000 Penalty: 5309.911133
	Iteration 93Q: 3 clusters Score -6552868 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42255 members 
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Entering Unmasked Estep 
Score: -6552865.500000 Penalty: 5309.911133
	Iteration 94Q: 3 clusters Score -6552866 nChanged 22
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Entering Unmasked Estep 
Score: -6552873.000000 Penalty: 5309.911133
	Iteration 95Q: 3 clusters Score -6552873 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6552888.500000 Penalty: 5309.911133
	Iteration 96Q: 3 clusters Score -6552888 nChanged 24
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Mstep: Class 1 contains 42317 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6552874 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42338 members 
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Entering Unmasked Estep 
Score: -6552878.500000 Penalty: 5309.911133
	Iteration 98Q: 3 clusters Score -6552878 nChanged 27
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Entering Unmasked Estep 
Score: -6552872.000000 Penalty: 5309.911133
	Iteration 99Q: 3 clusters Score -6552872 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42382 members 
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Entering Unmasked Estep 
Score: -6552881.000000 Penalty: 5309.911133
	Iteration 100F: 3 clusters Score -6552881 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6552889.000000 Penalty: 5309.911133
	Iteration 101Q: 3 clusters Score -6552889 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6552882 nChanged 18
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Mstep: Class 1 contains 42422 members 
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Entering Unmasked Estep 
Score: -6552891.000000 Penalty: 5309.911133
	Iteration 103Q: 3 clusters Score -6552891 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6552894.500000 Penalty: 5309.911133
	Iteration 104Q: 3 clusters Score -6552894 nChanged 13
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Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6552892.000000 Penalty: 5309.911133
	Iteration 105Q: 3 clusters Score -6552892 nChanged 11
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Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6552893.000000 Penalty: 5309.911133
	Iteration 106Q: 3 clusters Score -6552893 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6552892.500000 Penalty: 5309.911133
	Iteration 107Q: 3 clusters Score -6552892 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6552896.500000 Penalty: 5309.911133
	Iteration 108Q: 3 clusters Score -6552896 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6552905.000000 Penalty: 5309.911133
	Iteration 109Q: 3 clusters Score -6552905 nChanged 19
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Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6552908.500000 Penalty: 5309.911133
	Iteration 110Q: 3 clusters Score -6552908 nChanged 19
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Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6552917.000000 Penalty: 5309.911133
	Iteration 111Q: 3 clusters Score -6552917 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6552920.000000 Penalty: 5309.911133
	Iteration 112Q: 3 clusters Score -6552920 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6552919.000000 Penalty: 5309.911133
	Iteration 113Q: 3 clusters Score -6552919 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6552925.500000 Penalty: 5309.911133
	Iteration 114Q: 3 clusters Score -6552926 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6552932.500000 Penalty: 5309.911133
	Iteration 115Q: 3 clusters Score -6552932 nChanged 14
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Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6552928.500000 Penalty: 5309.911133
	Iteration 116Q: 3 clusters Score -6552928 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6552930.000000 Penalty: 5309.911133
	Iteration 117Q: 3 clusters Score -6552930 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6552931.000000 Penalty: 5309.911133
	Iteration 118Q: 3 clusters Score -6552931 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6552930.500000 Penalty: 5309.911133
	Iteration 119Q: 3 clusters Score -6552930 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6552934.500000 Penalty: 5309.911133
	Iteration 120F: 3 clusters Score -6552934 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6552936.000000 Penalty: 5309.911133
	Iteration 121Q: 3 clusters Score -6552936 nChanged 5
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Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6552941.500000 Penalty: 5309.911133
	Iteration 122Q: 3 clusters Score -6552942 nChanged 8
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Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6552952.500000 Penalty: 5309.911133
	Iteration 123Q: 3 clusters Score -6552952 nChanged 6
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Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6552943.000000 Penalty: 5309.911133
	Iteration 124Q: 3 clusters Score -6552943 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6552941.000000 Penalty: 5309.911133
	Iteration 125Q: 3 clusters Score -6552941 nChanged 12
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Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6552939.500000 Penalty: 5309.911133
	Iteration 126Q: 3 clusters Score -6552940 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6552933.000000 Penalty: 5309.911133
	Iteration 127Q: 3 clusters Score -6552933 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6552938.000000 Penalty: 5309.911133
	Iteration 128Q: 3 clusters Score -6552938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6552946.500000 Penalty: 5309.911133
	Iteration 129Q: 3 clusters Score -6552946 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6552948.500000 Penalty: 5309.911133
	Iteration 130Q: 3 clusters Score -6552948 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6552946 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6552943.000000 Penalty: 5309.911133
	Iteration 132Q: 3 clusters Score -6552943 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6552950.500000 Penalty: 5309.911133
	Iteration 133Q: 3 clusters Score -6552950 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6552955.000000 Penalty: 5309.911133
	Iteration 134Q: 3 clusters Score -6552955 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6552956.000000 Penalty: 5309.911133
	Iteration 135Q: 3 clusters Score -6552956 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6552961.000000 Penalty: 5309.911133
	Iteration 136Q: 3 clusters Score -6552961 nChanged 3
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Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6552958.500000 Penalty: 5309.911133
	Iteration 137Q: 3 clusters Score -6552958 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6552960.500000 Penalty: 5309.911133
	Iteration 138Q: 3 clusters Score -6552960 nChanged 0
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Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6552960.500000 Penalty: 5309.911133
	Iteration 139F: 3 clusters Score -6552960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Entering Unmasked Estep 
Score: -5794987.000000 Penalty: 2630.911377
	Iteration 0F: 2 clusters Score -5794987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5767397.500000 Penalty: 5261.822754
	Iteration 0F: 3 clusters Score -5767398 nChanged 18518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5777861.000000 Penalty: 5261.822754
	Iteration 1F: 3 clusters Score -5777861 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5778400.500000 Penalty: 5261.822754
	Iteration 2Q: 3 clusters Score -5778400 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -5778892.000000 Penalty: 5261.822754
	Iteration 3Q: 3 clusters Score -5778892 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5779447.000000 Penalty: 5261.822754
	Iteration 4Q: 3 clusters Score -5779447 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5780129.500000 Penalty: 5261.822754
	Iteration 5Q: 3 clusters Score -5780130 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5781067.000000 Penalty: 5261.822754
	Iteration 6Q: 3 clusters Score -5781067 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -5782431.000000 Penalty: 5261.822754
	Iteration 7F: 3 clusters Score -5782431 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -5784299.000000 Penalty: 5261.822754
	Iteration 8F: 3 clusters Score -5784299 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -5786621.500000 Penalty: 5261.822754
	Iteration 9F: 3 clusters Score -5786622 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5788999.000000 Penalty: 5261.822754
	Iteration 10F: 3 clusters Score -5788999 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5790715.000000 Penalty: 5261.822754
	Iteration 11Q: 3 clusters Score -5790715 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5791615.500000 Penalty: 5261.822754
	Iteration 12Q: 3 clusters Score -5791616 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5792085.500000 Penalty: 5261.822754
	Iteration 13Q: 3 clusters Score -5792086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5792342.000000 Penalty: 5261.822754
	Iteration 14Q: 3 clusters Score -5792342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -5792476.500000 Penalty: 5261.822754
	Iteration 15Q: 3 clusters Score -5792476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5792545.500000 Penalty: 5261.822754
	Iteration 16Q: 3 clusters Score -5792546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5792589.500000 Penalty: 5261.822754
	Iteration 17Q: 3 clusters Score -5792590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5792612.000000 Penalty: 5261.822754
	Iteration 18Q: 3 clusters Score -5792612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5792619.000000 Penalty: 5261.822754
	Iteration 19Q: 3 clusters Score -5792619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5792635.000000 Penalty: 5261.822754
	Iteration 20F: 3 clusters Score -5792635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5792643.500000 Penalty: 5261.822754
	Iteration 21Q: 3 clusters Score -5792644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5792656.000000 Penalty: 5261.822754
	Iteration 22Q: 3 clusters Score -5792656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5792665.000000 Penalty: 5261.822754
	Iteration 23Q: 3 clusters Score -5792665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5792672.000000 Penalty: 5261.822754
	Iteration 24Q: 3 clusters Score -5792672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5792674.000000 Penalty: 5261.822754
	Iteration 25Q: 3 clusters Score -5792674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5792679.500000 Penalty: 5261.822754
	Iteration 26Q: 3 clusters Score -5792680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5792684.500000 Penalty: 5261.822754
	Iteration 27Q: 3 clusters Score -5792684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5792687.000000 Penalty: 5261.822754
	Iteration 28Q: 3 clusters Score -5792687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5792687.000000 Penalty: 5261.822754
	Iteration 29F: 3 clusters Score -5792687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -934643.312500 Penalty: 2193.681396
	Iteration 0F: 2 clusters Score -934643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -928931.000000 Penalty: 4387.362793
	Iteration 0F: 3 clusters Score -928931 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -930598.125000 Penalty: 4387.362793
	Iteration 1F: 3 clusters Score -930598.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -931068.937500 Penalty: 4387.362793
	Iteration 2F: 3 clusters Score -931068.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -931477.000000 Penalty: 4387.362793
	Iteration 3F: 3 clusters Score -931477 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -931849.312500 Penalty: 4387.362793
	Iteration 4F: 3 clusters Score -931849.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -932301.875000 Penalty: 4387.362793
	Iteration 5F: 3 clusters Score -932301.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -932765.687500 Penalty: 4387.362793
	Iteration 6F: 3 clusters Score -932765.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -933147.062500 Penalty: 4387.362793
	Iteration 7F: 3 clusters Score -933147.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -933485.937500 Penalty: 4387.362793
	Iteration 8F: 3 clusters Score -933485.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -933725.000000 Penalty: 4387.362793
	Iteration 9Q: 3 clusters Score -933725 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -933890.250000 Penalty: 4387.362793
	Iteration 10Q: 3 clusters Score -933890.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -933996.375000 Penalty: 4387.362793
	Iteration 11Q: 3 clusters Score -933996.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -934080.000000 Penalty: 4387.362793
	Iteration 12Q: 3 clusters Score -934080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -934134.625000 Penalty: 4387.362793
	Iteration 13Q: 3 clusters Score -934134.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -934170.812500 Penalty: 4387.362793
	Iteration 14Q: 3 clusters Score -934170.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -934192.187500 Penalty: 4387.362793
	Iteration 15Q: 3 clusters Score -934192.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -934198.125000 Penalty: 4387.362793
	Iteration 16Q: 3 clusters Score -934198.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -934209.312500 Penalty: 4387.362793
	Iteration 17Q: 3 clusters Score -934209.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -934212.437500 Penalty: 4387.362793
	Iteration 18Q: 3 clusters Score -934212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -934216.000000 Penalty: 4387.362793
	Iteration 19Q: 3 clusters Score -934216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -934219.687500 Penalty: 4387.362793
	Iteration 20F: 3 clusters Score -934219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -934223.437500 Penalty: 4387.362793
	Iteration 21Q: 3 clusters Score -934223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -934222.187500 Penalty: 4387.362793
	Iteration 22Q: 3 clusters Score -934222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -934224.750000 Penalty: 4387.362793
	Iteration 23Q: 3 clusters Score -934224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -934224.125000 Penalty: 4387.362793
	Iteration 24Q: 3 clusters Score -934224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -934224.750000 Penalty: 4387.362793
	Iteration 25Q: 3 clusters Score -934224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -934225.375000 Penalty: 4387.362793
	Iteration 26Q: 3 clusters Score -934225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -934226.375000 Penalty: 4387.362793
	Iteration 27Q: 3 clusters Score -934226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -934227.437500 Penalty: 4387.362793
	Iteration 28Q: 3 clusters Score -934227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -934230.625000 Penalty: 4387.362793
	Iteration 29Q: 3 clusters Score -934230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -934235.125000 Penalty: 4387.362793
	Iteration 30Q: 3 clusters Score -934235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -934232.562500 Penalty: 4387.362793
	Iteration 31Q: 3 clusters Score -934232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -934234.687500 Penalty: 4387.362793
	Iteration 32Q: 3 clusters Score -934234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -934234.687500 Penalty: 4387.362793
	Iteration 33F: 3 clusters Score -934234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -378270.406250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -378270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -374927.187500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -374927.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -375663.593750 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -375663.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375876.750000 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -375876.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -376011.625000 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -376011.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -376102.875000 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -376102.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -376147.093750 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -376147.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376172.437500 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -376172.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -376201.750000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -376201.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -376225.875000 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -376225.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -376253.781250 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -376253.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -376276.375000 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -376276.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -376299.968750 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -376300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -376318.312500 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -376318.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -376330.218750 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -376330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -376340.750000 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -376340.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -376349.500000 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -376349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -376356.687500 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -376356.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -376367.187500 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -376367.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -376384.656250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -376384.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376400.500000 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -376400.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -376416.750000 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -376416.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -376432.406250 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -376432.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376441.031250 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -376441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -376449.437500 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -376449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -376458.125000 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -376458.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -376468.625000 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -376468.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376482.906250 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -376482.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -376501.125000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -376501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -376524.656250 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -376524.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -376548.968750 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -376549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -376576.375000 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -376576.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -376597.562500 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -376597.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -376615.437500 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -376615.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -376645.218750 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -376645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -376673.281250 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -376673.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -376701.375000 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -376701.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -376722.875000 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -376722.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -376741.031250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -376741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -376761.343750 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -376761.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -376773.906250 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -376773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -376784.781250 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -376784.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -376794.843750 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -376794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -376803.406250 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -376803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -376811.687500 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -376811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -376817.156250 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -376817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -376822.406250 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -376822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -376825.406250 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -376825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -376828.531250 Penalty: 3999.435059
	Iteration 47Q: 3 clusters Score -376828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -376828.906250 Penalty: 3999.435059
	Iteration 48Q: 3 clusters Score -376828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -376830.968750 Penalty: 3999.435059
	Iteration 49Q: 3 clusters Score -376831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -376832.531250 Penalty: 3999.435059
	Iteration 50Q: 3 clusters Score -376832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -376832.718750 Penalty: 3999.435059
	Iteration 51Q: 3 clusters Score -376832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -376833.125000 Penalty: 3999.435059
	Iteration 52Q: 3 clusters Score -376833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376833.937500 Penalty: 3999.435059
	Iteration 53Q: 3 clusters Score -376833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -376834.343750 Penalty: 3999.435059
	Iteration 54Q: 3 clusters Score -376834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -376834.781250 Penalty: 3999.435059
	Iteration 55Q: 3 clusters Score -376834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -376834.781250 Penalty: 3999.435059
	Iteration 56F: 3 clusters Score -376834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Entering Unmasked Estep 
Score: -5838122.000000 Penalty: 2640.878906
	Iteration 0F: 2 clusters Score -5838122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5809553.000000 Penalty: 5281.757812
	Iteration 0F: 3 clusters Score -5809553 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5820499.000000 Penalty: 5281.757812
	Iteration 1F: 3 clusters Score -5820499 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5821237.500000 Penalty: 5281.757812
	Iteration 2Q: 3 clusters Score -5821238 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5822105.500000 Penalty: 5281.757812
	Iteration 3Q: 3 clusters Score -5822106 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5823013.000000 Penalty: 5281.757812
	Iteration 4Q: 3 clusters Score -5823013 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5823904.500000 Penalty: 5281.757812
	Iteration 5Q: 3 clusters Score -5823904 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5824894.000000 Penalty: 5281.757812
	Iteration 6Q: 3 clusters Score -5824894 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5825981.500000 Penalty: 5281.757812
	Iteration 7Q: 3 clusters Score -5825982 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5827235.000000 Penalty: 5281.757812
	Iteration 8Q: 3 clusters Score -5827235 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5828535.500000 Penalty: 5281.757812
	Iteration 9Q: 3 clusters Score -5828536 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5829643.500000 Penalty: 5281.757812
	Iteration 10Q: 3 clusters Score -5829644 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5830421.500000 Penalty: 5281.757812
	Iteration 11Q: 3 clusters Score -5830422 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5830850.500000 Penalty: 5281.757812
	Iteration 12Q: 3 clusters Score -5830850 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5831158.500000 Penalty: 5281.757812
	Iteration 13Q: 3 clusters Score -5831158 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5831337.500000 Penalty: 5281.757812
	Iteration 14Q: 3 clusters Score -5831338 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -5831517.000000 Penalty: 5281.757812
	Iteration 15Q: 3 clusters Score -5831517 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -5831680.000000 Penalty: 5281.757812
	Iteration 16Q: 3 clusters Score -5831680 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5831859.500000 Penalty: 5281.757812
	Iteration 17Q: 3 clusters Score -5831860 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5832038.500000 Penalty: 5281.757812
	Iteration 18Q: 3 clusters Score -5832038 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5832158.000000 Penalty: 5281.757812
	Iteration 19Q: 3 clusters Score -5832158 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5832285.000000 Penalty: 5281.757812
	Iteration 20F: 3 clusters Score -5832285 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5832431.500000 Penalty: 5281.757812
	Iteration 21Q: 3 clusters Score -5832432 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -5832588.500000 Penalty: 5281.757812
	Iteration 22Q: 3 clusters Score -5832588 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5832782.500000 Penalty: 5281.757812
	Iteration 23Q: 3 clusters Score -5832782 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5832980.500000 Penalty: 5281.757812
	Iteration 24Q: 3 clusters Score -5832980 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5833145.000000 Penalty: 5281.757812
	Iteration 25Q: 3 clusters Score -5833145 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5833362.500000 Penalty: 5281.757812
	Iteration 26Q: 3 clusters Score -5833362 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5833564.500000 Penalty: 5281.757812
	Iteration 27Q: 3 clusters Score -5833564 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -5833813.500000 Penalty: 5281.757812
	Iteration 28Q: 3 clusters Score -5833814 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -5833986.000000 Penalty: 5281.757812
	Iteration 29Q: 3 clusters Score -5833986 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -5834187.000000 Penalty: 5281.757812
	Iteration 30Q: 3 clusters Score -5834187 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -5834334.500000 Penalty: 5281.757812
	Iteration 31Q: 3 clusters Score -5834334 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5834499.000000 Penalty: 5281.757812
	Iteration 32Q: 3 clusters Score -5834499 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5834707.500000 Penalty: 5281.757812
	Iteration 33Q: 3 clusters Score -5834708 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5834885.500000 Penalty: 5281.757812
	Iteration 34Q: 3 clusters Score -5834886 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5835083.000000 Penalty: 5281.757812
	Iteration 35Q: 3 clusters Score -5835083 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5835280.000000 Penalty: 5281.757812
	Iteration 36Q: 3 clusters Score -5835280 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5835474.000000 Penalty: 5281.757812
	Iteration 37Q: 3 clusters Score -5835474 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5835650.000000 Penalty: 5281.757812
	Iteration 38Q: 3 clusters Score -5835650 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5835874.000000 Penalty: 5281.757812
	Iteration 39Q: 3 clusters Score -5835874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5836053.500000 Penalty: 5281.757812
	Iteration 40F: 3 clusters Score -5836054 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5836205.500000 Penalty: 5281.757812
	Iteration 41Q: 3 clusters Score -5836206 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5836364.500000 Penalty: 5281.757812
	Iteration 42Q: 3 clusters Score -5836364 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5836490.000000 Penalty: 5281.757812
	Iteration 43Q: 3 clusters Score -5836490 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -5836635.000000 Penalty: 5281.757812
	Iteration 44Q: 3 clusters Score -5836635 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5836715.500000 Penalty: 5281.757812
	Iteration 45Q: 3 clusters Score -5836716 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5836816.500000 Penalty: 5281.757812
	Iteration 46Q: 3 clusters Score -5836816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5836865.000000 Penalty: 5281.757812
	Iteration 47Q: 3 clusters Score -5836865 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -5836938.500000 Penalty: 5281.757812
	Iteration 48Q: 3 clusters Score -5836938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5836982.000000 Penalty: 5281.757812
	Iteration 49Q: 3 clusters Score -5836982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5837019.000000 Penalty: 5281.757812
	Iteration 50Q: 3 clusters Score -5837019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5837029.500000 Penalty: 5281.757812
	Iteration 51Q: 3 clusters Score -5837030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5837066.500000 Penalty: 5281.757812
	Iteration 52Q: 3 clusters Score -5837066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5837097.000000 Penalty: 5281.757812
	Iteration 53Q: 3 clusters Score -5837097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -5837131.500000 Penalty: 5281.757812
	Iteration 54Q: 3 clusters Score -5837132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5837167.000000 Penalty: 5281.757812
	Iteration 55Q: 3 clusters Score -5837167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5837172.000000 Penalty: 5281.757812
	Iteration 56Q: 3 clusters Score -5837172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5837177.500000 Penalty: 5281.757812
	Iteration 57Q: 3 clusters Score -5837178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5837204.500000 Penalty: 5281.757812
	Iteration 58Q: 3 clusters Score -5837204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5837197.500000 Penalty: 5281.757812
	Iteration 59Q: 3 clusters Score -5837198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5837220.000000 Penalty: 5281.757812
	Iteration 60F: 3 clusters Score -5837220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5837219.000000 Penalty: 5281.757812
	Iteration 61Q: 3 clusters Score -5837219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5837211.500000 Penalty: 5281.757812
	Iteration 62Q: 3 clusters Score -5837212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5837210.500000 Penalty: 5281.757812
	Iteration 63Q: 3 clusters Score -5837210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -5837215.000000 Penalty: 5281.757812
	Iteration 64Q: 3 clusters Score -5837215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5837223.000000 Penalty: 5281.757812
	Iteration 65Q: 3 clusters Score -5837223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5837224.500000 Penalty: 5281.757812
	Iteration 66Q: 3 clusters Score -5837224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5837237.500000 Penalty: 5281.757812
	Iteration 67Q: 3 clusters Score -5837238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5837253.000000 Penalty: 5281.757812
	Iteration 68Q: 3 clusters Score -5837253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5837250.000000 Penalty: 5281.757812
	Iteration 69Q: 3 clusters Score -5837250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5837256.500000 Penalty: 5281.757812
	Iteration 70Q: 3 clusters Score -5837256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -5837260.000000 Penalty: 5281.757812
	Iteration 71Q: 3 clusters Score -5837260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5837261.000000 Penalty: 5281.757812
	Iteration 72Q: 3 clusters Score -5837261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5837263.500000 Penalty: 5281.757812
	Iteration 73Q: 3 clusters Score -5837264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5837270.000000 Penalty: 5281.757812
	Iteration 74Q: 3 clusters Score -5837270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5837278.000000 Penalty: 5281.757812
	Iteration 75Q: 3 clusters Score -5837278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5837275.000000 Penalty: 5281.757812
	Iteration 76Q: 3 clusters Score -5837275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5837281.500000 Penalty: 5281.757812
	Iteration 77Q: 3 clusters Score -5837282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5837281.500000 Penalty: 5281.757812
	Iteration 78Q: 3 clusters Score -5837282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5837281.000000 Penalty: 5281.757812
	Iteration 79Q: 3 clusters Score -5837281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5837284.500000 Penalty: 5281.757812
	Iteration 80F: 3 clusters Score -5837284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5837286.000000 Penalty: 5281.757812
	Iteration 81Q: 3 clusters Score -5837286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5837291.500000 Penalty: 5281.757812
	Iteration 82Q: 3 clusters Score -5837292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5837291.500000 Penalty: 5281.757812
	Iteration 83Q: 3 clusters Score -5837292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -5837295.000000 Penalty: 5281.757812
	Iteration 84Q: 3 clusters Score -5837295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5837296.000000 Penalty: 5281.757812
	Iteration 85Q: 3 clusters Score -5837296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5837295.500000 Penalty: 5281.757812
	Iteration 86Q: 3 clusters Score -5837296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5837295.500000 Penalty: 5281.757812
	Iteration 87F: 3 clusters Score -5837296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -352845.218750 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -352845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -349776.781250 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -349776.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350372.343750 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -350372.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350551.000000 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -350551 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -350667.531250 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -350667.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350772.718750 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -350772.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -350863.250000 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -350863.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -350949.250000 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -350949.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -351020.750000 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -351020.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -351080.000000 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -351080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351128.593750 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -351128.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -351177.187500 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -351177.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -351244.218750 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -351244.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -351285.625000 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -351285.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -351339.937500 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -351339.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -351394.468750 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -351394.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -351441.812500 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -351441.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -351473.406250 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -351473.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -351499.875000 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -351499.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -351527.937500 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -351527.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -351564.562500 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -351564.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -351603.687500 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -351603.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -351638.593750 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -351638.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -351665.156250 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -351665.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -351676.031250 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -351676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -351686.656250 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -351686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -351692.812500 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -351692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -351695.218750 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -351695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -351699.281250 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -351699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -351703.218750 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -351703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -351705.500000 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -351705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -351708.531250 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -351708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -351711.281250 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -351711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -351713.406250 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -351713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -351713.750000 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -351713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -351714.531250 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -351714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -351714.531250 Penalty: 3918.347900
	Iteration 35F: 3 clusters Score -351714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -572911.125000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -572911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -569071.812500 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -569071.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -569885.500000 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -569885.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -570092.687500 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -570092.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -570209.312500 Penalty: 4108.487793
	Iteration 3Q: 3 clusters Score -570209.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -570277.562500 Penalty: 4108.487793
	Iteration 4Q: 3 clusters Score -570277.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -570336.625000 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -570336.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -570414.125000 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -570414.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -570483.812500 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -570483.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -570551.875000 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -570551.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -570607.500000 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -570607.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -570650.312500 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -570650.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -570691.937500 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -570691.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -570757.500000 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -570757.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -570830.437500 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -570830.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -570889.125000 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -570889.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -570950.687500 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -570950.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -571010.500000 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -571010.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -571063.812500 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -571063.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -571118.625000 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -571118.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -571179.687500 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -571179.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -571244.625000 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -571244.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -571317.312500 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -571317.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -571388.125000 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -571388.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -571464.375000 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -571464.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -571523.687500 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -571523.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -571577.125000 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -571577.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -571630.937500 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -571630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -571674.375000 Penalty: 4108.487793
	Iteration 27Q: 3 clusters Score -571674.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -571700.187500 Penalty: 4108.487793
	Iteration 28Q: 3 clusters Score -571700.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -571726.875000 Penalty: 4108.487793
	Iteration 29Q: 3 clusters Score -571726.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -571756.500000 Penalty: 4108.487793
	Iteration 30Q: 3 clusters Score -571756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -571786.500000 Penalty: 4108.487793
	Iteration 31Q: 3 clusters Score -571786.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -571821.750000 Penalty: 4108.487793
	Iteration 32Q: 3 clusters Score -571821.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -571846.125000 Penalty: 4108.487793
	Iteration 33Q: 3 clusters Score -571846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -571870.125000 Penalty: 4108.487793
	Iteration 34Q: 3 clusters Score -571870.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -571906.062500 Penalty: 4108.487793
	Iteration 35Q: 3 clusters Score -571906.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -571929.125000 Penalty: 4108.487793
	Iteration 36Q: 3 clusters Score -571929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -571950.187500 Penalty: 4108.487793
	Iteration 37Q: 3 clusters Score -571950.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -571979.687500 Penalty: 4108.487793
	Iteration 38Q: 3 clusters Score -571979.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -571988.687500 Penalty: 4108.487793
	Iteration 39Q: 3 clusters Score -571988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -571990.812500 Penalty: 4108.487793
	Iteration 40F: 3 clusters Score -571990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -571994.687500 Penalty: 4108.487793
	Iteration 41Q: 3 clusters Score -571994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -572000.875000 Penalty: 4108.487793
	Iteration 42Q: 3 clusters Score -572000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -572002.500000 Penalty: 4108.487793
	Iteration 43Q: 3 clusters Score -572002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -572003.750000 Penalty: 4108.487793
	Iteration 44Q: 3 clusters Score -572003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -572004.187500 Penalty: 4108.487793
	Iteration 45Q: 3 clusters Score -572004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -572006.187500 Penalty: 4108.487793
	Iteration 46Q: 3 clusters Score -572006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -572007.125000 Penalty: 4108.487793
	Iteration 47Q: 3 clusters Score -572007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -572009.687500 Penalty: 4108.487793
	Iteration 48Q: 3 clusters Score -572009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -572010.437500 Penalty: 4108.487793
	Iteration 49Q: 3 clusters Score -572010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -572010.812500 Penalty: 4108.487793
	Iteration 50Q: 3 clusters Score -572010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -572010.812500 Penalty: 4108.487793
	Iteration 51F: 3 clusters Score -572010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72480.414062 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72480.41 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73206.375000 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -73206.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -73476.578125 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -73476.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -73608.585938 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -73608.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -73717.875000 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73717.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -73776.445312 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73776.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -73846.273438 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73846.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -73889.296875 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -73938.421875 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73938.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -73956.835938 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73956.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -73970.515625 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73970.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -73970.515625 Penalty: 3168.726318
	Iteration 11F: 3 clusters Score -73970.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138613 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 44599 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 471 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200528 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116521 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58386 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 124 members 
Entering Unmasked Estep 
Score: -128958064.000000 Penalty: 102048.265625
Splitting cluster 15 changes total score from -128959728.000000 to -128958064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (41306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Entering Unmasked Estep 
Score: -5912967.000000 Penalty: 2635.933350
	Iteration 0F: 2 clusters Score -5912967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5884920.500000 Penalty: 5271.866699
	Iteration 0F: 3 clusters Score -5884920 nChanged 19024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -5895825.000000 Penalty: 5271.866699
	Iteration 1F: 3 clusters Score -5895825 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5896914.000000 Penalty: 5271.866699
	Iteration 2F: 3 clusters Score -5896914 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5898412.000000 Penalty: 5271.866699
	Iteration 3F: 3 clusters Score -5898412 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5900493.500000 Penalty: 5271.866699
	Iteration 4F: 3 clusters Score -5900494 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5902798.000000 Penalty: 5271.866699
	Iteration 5F: 3 clusters Score -5902798 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -5904967.500000 Penalty: 5271.866699
	Iteration 6F: 3 clusters Score -5904968 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5906510.500000 Penalty: 5271.866699
	Iteration 7F: 3 clusters Score -5906510 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -5907351.000000 Penalty: 5271.866699
	Iteration 8Q: 3 clusters Score -5907351 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5907885.000000 Penalty: 5271.866699
	Iteration 9Q: 3 clusters Score -5907885 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -5908310.000000 Penalty: 5271.866699
	Iteration 10Q: 3 clusters Score -5908310 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -5908923.000000 Penalty: 5271.866699
	Iteration 11Q: 3 clusters Score -5908923 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5910481.500000 Penalty: 5271.866699
	Iteration 12Q: 3 clusters Score -5910482 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5911196.500000 Penalty: 5271.866699
	Iteration 13Q: 3 clusters Score -5911196 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5911318.000000 Penalty: 5271.866699
	Iteration 14Q: 3 clusters Score -5911318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5911370.500000 Penalty: 5271.866699
	Iteration 15Q: 3 clusters Score -5911370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5911437.000000 Penalty: 5271.866699
	Iteration 16Q: 3 clusters Score -5911437 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5911462.500000 Penalty: 5271.866699
	Iteration 17Q: 3 clusters Score -5911462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5911478.000000 Penalty: 5271.866699
	Iteration 18Q: 3 clusters Score -5911478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5911490.000000 Penalty: 5271.866699
	Iteration 19Q: 3 clusters Score -5911490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5911523.000000 Penalty: 5271.866699
	Iteration 20F: 3 clusters Score -5911523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5911539.500000 Penalty: 5271.866699
	Iteration 21Q: 3 clusters Score -5911540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5911555.500000 Penalty: 5271.866699
	Iteration 22Q: 3 clusters Score -5911556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5911571.500000 Penalty: 5271.866699
	Iteration 23Q: 3 clusters Score -5911572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5911574.500000 Penalty: 5271.866699
	Iteration 24Q: 3 clusters Score -5911574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5911577.500000 Penalty: 5271.866699
	Iteration 25Q: 3 clusters Score -5911578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5911576.500000 Penalty: 5271.866699
	Iteration 26Q: 3 clusters Score -5911576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5911572.000000 Penalty: 5271.866699
	Iteration 27Q: 3 clusters Score -5911572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5911572.500000 Penalty: 5271.866699
	Iteration 28Q: 3 clusters Score -5911572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5911586.000000 Penalty: 5271.866699
	Iteration 29Q: 3 clusters Score -5911586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5911599.000000 Penalty: 5271.866699
	Iteration 30Q: 3 clusters Score -5911599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5911597.000000 Penalty: 5271.866699
	Iteration 31Q: 3 clusters Score -5911597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5911599.000000 Penalty: 5271.866699
	Iteration 32Q: 3 clusters Score -5911599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5911601.500000 Penalty: 5271.866699
	Iteration 33Q: 3 clusters Score -5911602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5911598.500000 Penalty: 5271.866699
	Iteration 34Q: 3 clusters Score -5911598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5911601.500000 Penalty: 5271.866699
	Iteration 35Q: 3 clusters Score -5911602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5911610.000000 Penalty: 5271.866699
	Iteration 36Q: 3 clusters Score -5911610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5911607.000000 Penalty: 5271.866699
	Iteration 37Q: 3 clusters Score -5911607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5911609.500000 Penalty: 5271.866699
	Iteration 38Q: 3 clusters Score -5911610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5911615.500000 Penalty: 5271.866699
	Iteration 39Q: 3 clusters Score -5911616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5911626.000000 Penalty: 5271.866699
	Iteration 40F: 3 clusters Score -5911626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5911627.500000 Penalty: 5271.866699
	Iteration 41Q: 3 clusters Score -5911628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5911625.000000 Penalty: 5271.866699
	Iteration 42Q: 3 clusters Score -5911625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5911626.000000 Penalty: 5271.866699
	Iteration 43Q: 3 clusters Score -5911626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5911614.000000 Penalty: 5271.866699
	Iteration 44Q: 3 clusters Score -5911614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5911618.500000 Penalty: 5271.866699
	Iteration 45Q: 3 clusters Score -5911618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5911618.500000 Penalty: 5271.866699
	Iteration 46Q: 3 clusters Score -5911618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5911634.000000 Penalty: 5271.866699
	Iteration 47Q: 3 clusters Score -5911634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5911619.000000 Penalty: 5271.866699
	Iteration 48Q: 3 clusters Score -5911619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5911618.500000 Penalty: 5271.866699
	Iteration 49Q: 3 clusters Score -5911618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5911618.000000 Penalty: 5271.866699
	Iteration 50Q: 3 clusters Score -5911618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5911619.500000 Penalty: 5271.866699
	Iteration 51Q: 3 clusters Score -5911620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5911614.500000 Penalty: 5271.866699
	Iteration 52Q: 3 clusters Score -5911614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5911617.500000 Penalty: 5271.866699
	Iteration 53Q: 3 clusters Score -5911618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5911619.000000 Penalty: 5271.866699
	Iteration 54Q: 3 clusters Score -5911619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5911620.500000 Penalty: 5271.866699
	Iteration 55Q: 3 clusters Score -5911620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5911626.000000 Penalty: 5271.866699
	Iteration 56Q: 3 clusters Score -5911626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5911626.500000 Penalty: 5271.866699
	Iteration 57Q: 3 clusters Score -5911626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5911624.500000 Penalty: 5271.866699
	Iteration 58Q: 3 clusters Score -5911624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5911624.500000 Penalty: 5271.866699
	Iteration 59Q: 3 clusters Score -5911624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5911622.000000 Penalty: 5271.866699
	Iteration 60F: 3 clusters Score -5911622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5911619.500000 Penalty: 5271.866699
	Iteration 61Q: 3 clusters Score -5911620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5911621.000000 Penalty: 5271.866699
	Iteration 62Q: 3 clusters Score -5911621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5911624.000000 Penalty: 5271.866699
	Iteration 63Q: 3 clusters Score -5911624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5911624.000000 Penalty: 5271.866699
	Iteration 64F: 3 clusters Score -5911624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Entering Unmasked Estep 
Score: -4807289.000000 Penalty: 2576.364014
	Iteration 0F: 2 clusters Score -4807289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4785104.500000 Penalty: 5152.728027
	Iteration 0F: 3 clusters Score -4785104 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4793200.000000 Penalty: 5152.728027
	Iteration 1F: 3 clusters Score -4793200 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4793607.000000 Penalty: 5152.728027
	Iteration 2Q: 3 clusters Score -4793607 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4793964.500000 Penalty: 5152.728027
	Iteration 3Q: 3 clusters Score -4793964 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4794343.000000 Penalty: 5152.728027
	Iteration 4Q: 3 clusters Score -4794343 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4794746.500000 Penalty: 5152.728027
	Iteration 5Q: 3 clusters Score -4794746 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4795265.500000 Penalty: 5152.728027
	Iteration 6Q: 3 clusters Score -4795266 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4795998.000000 Penalty: 5152.728027
	Iteration 7Q: 3 clusters Score -4795998 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4797077.500000 Penalty: 5152.728027
	Iteration 8F: 3 clusters Score -4797078 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4798695.000000 Penalty: 5152.728027
	Iteration 9F: 3 clusters Score -4798695 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4800617.500000 Penalty: 5152.728027
	Iteration 10F: 3 clusters Score -4800618 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4802464.500000 Penalty: 5152.728027
	Iteration 11F: 3 clusters Score -4802464 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4803737.500000 Penalty: 5152.728027
	Iteration 12Q: 3 clusters Score -4803738 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4804398.500000 Penalty: 5152.728027
	Iteration 13Q: 3 clusters Score -4804398 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4804696.500000 Penalty: 5152.728027
	Iteration 14Q: 3 clusters Score -4804696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4804832.500000 Penalty: 5152.728027
	Iteration 15Q: 3 clusters Score -4804832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4804923.000000 Penalty: 5152.728027
	Iteration 16Q: 3 clusters Score -4804923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4804983.500000 Penalty: 5152.728027
	Iteration 17Q: 3 clusters Score -4804984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4805028.000000 Penalty: 5152.728027
	Iteration 18Q: 3 clusters Score -4805028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4805045.500000 Penalty: 5152.728027
	Iteration 19Q: 3 clusters Score -4805046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4805061.000000 Penalty: 5152.728027
	Iteration 20F: 3 clusters Score -4805061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4805074.000000 Penalty: 5152.728027
	Iteration 21Q: 3 clusters Score -4805074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4805094.500000 Penalty: 5152.728027
	Iteration 22Q: 3 clusters Score -4805094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4805107.500000 Penalty: 5152.728027
	Iteration 23Q: 3 clusters Score -4805108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4805110.500000 Penalty: 5152.728027
	Iteration 24Q: 3 clusters Score -4805110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4805115.000000 Penalty: 5152.728027
	Iteration 25Q: 3 clusters Score -4805115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4805117.500000 Penalty: 5152.728027
	Iteration 26Q: 3 clusters Score -4805118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4805117.500000 Penalty: 5152.728027
	Iteration 27F: 3 clusters Score -4805118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Entering Unmasked Estep 
Score: -1936617.375000 Penalty: 2360.584717
	Iteration 0F: 2 clusters Score -1936617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1926684.000000 Penalty: 4721.169434
	Iteration 0F: 3 clusters Score -1926684 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1929816.750000 Penalty: 4721.169434
	Iteration 1F: 3 clusters Score -1929817 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1930203.375000 Penalty: 4721.169434
	Iteration 2F: 3 clusters Score -1930203 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1930509.875000 Penalty: 4721.169434
	Iteration 3F: 3 clusters Score -1930510 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1930753.250000 Penalty: 4721.169434
	Iteration 4Q: 3 clusters Score -1930753 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1930974.125000 Penalty: 4721.169434
	Iteration 5Q: 3 clusters Score -1930974 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1931166.125000 Penalty: 4721.169434
	Iteration 6Q: 3 clusters Score -1931166 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1931344.750000 Penalty: 4721.169434
	Iteration 7Q: 3 clusters Score -1931345 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1931541.625000 Penalty: 4721.169434
	Iteration 8Q: 3 clusters Score -1931542 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1931738.375000 Penalty: 4721.169434
	Iteration 9Q: 3 clusters Score -1931738 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1931910.500000 Penalty: 4721.169434
	Iteration 10Q: 3 clusters Score -1931910 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1932069.500000 Penalty: 4721.169434
	Iteration 11Q: 3 clusters Score -1932070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1932241.875000 Penalty: 4721.169434
	Iteration 12Q: 3 clusters Score -1932242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1932436.250000 Penalty: 4721.169434
	Iteration 13Q: 3 clusters Score -1932436 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1932679.125000 Penalty: 4721.169434
	Iteration 14Q: 3 clusters Score -1932679 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1932960.250000 Penalty: 4721.169434
	Iteration 15Q: 3 clusters Score -1932960 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1933260.625000 Penalty: 4721.169434
	Iteration 16Q: 3 clusters Score -1933261 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1933519.875000 Penalty: 4721.169434
	Iteration 17Q: 3 clusters Score -1933520 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1933717.875000 Penalty: 4721.169434
	Iteration 18Q: 3 clusters Score -1933718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1933872.875000 Penalty: 4721.169434
	Iteration 19Q: 3 clusters Score -1933873 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1934017.125000 Penalty: 4721.169434
	Iteration 20F: 3 clusters Score -1934017 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1934161.875000 Penalty: 4721.169434
	Iteration 21Q: 3 clusters Score -1934162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1934303.375000 Penalty: 4721.169434
	Iteration 22Q: 3 clusters Score -1934303 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1934444.875000 Penalty: 4721.169434
	Iteration 23Q: 3 clusters Score -1934445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1934579.875000 Penalty: 4721.169434
	Iteration 24Q: 3 clusters Score -1934580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1934748.875000 Penalty: 4721.169434
	Iteration 25Q: 3 clusters Score -1934749 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1934878.750000 Penalty: 4721.169434
	Iteration 26Q: 3 clusters Score -1934879 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1934992.125000 Penalty: 4721.169434
	Iteration 27Q: 3 clusters Score -1934992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1935051.375000 Penalty: 4721.169434
	Iteration 28Q: 3 clusters Score -1935051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1935101.875000 Penalty: 4721.169434
	Iteration 29Q: 3 clusters Score -1935102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1935144.250000 Penalty: 4721.169434
	Iteration 30Q: 3 clusters Score -1935144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1935169.875000 Penalty: 4721.169434
	Iteration 31Q: 3 clusters Score -1935170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1935193.750000 Penalty: 4721.169434
	Iteration 32Q: 3 clusters Score -1935194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1935211.375000 Penalty: 4721.169434
	Iteration 33Q: 3 clusters Score -1935211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1935218.000000 Penalty: 4721.169434
	Iteration 34Q: 3 clusters Score -1935218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1935229.250000 Penalty: 4721.169434
	Iteration 35Q: 3 clusters Score -1935229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1935234.500000 Penalty: 4721.169434
	Iteration 36Q: 3 clusters Score -1935234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1935240.000000 Penalty: 4721.169434
	Iteration 37Q: 3 clusters Score -1935240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1935243.750000 Penalty: 4721.169434
	Iteration 38Q: 3 clusters Score -1935244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1935246.750000 Penalty: 4721.169434
	Iteration 39Q: 3 clusters Score -1935247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1935248.375000 Penalty: 4721.169434
	Iteration 40F: 3 clusters Score -1935248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1935247.625000 Penalty: 4721.169434
	Iteration 41Q: 3 clusters Score -1935248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1935251.375000 Penalty: 4721.169434
	Iteration 42Q: 3 clusters Score -1935251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1935251.750000 Penalty: 4721.169434
	Iteration 43Q: 3 clusters Score -1935252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1935253.875000 Penalty: 4721.169434
	Iteration 44Q: 3 clusters Score -1935254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1935248.500000 Penalty: 4721.169434
	Iteration 45Q: 3 clusters Score -1935248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1935250.750000 Penalty: 4721.169434
	Iteration 46Q: 3 clusters Score -1935251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1935253.125000 Penalty: 4721.169434
	Iteration 47Q: 3 clusters Score -1935253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1935257.750000 Penalty: 4721.169434
	Iteration 48Q: 3 clusters Score -1935258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1935257.500000 Penalty: 4721.169434
	Iteration 49Q: 3 clusters Score -1935258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1935256.750000 Penalty: 4721.169434
	Iteration 50Q: 3 clusters Score -1935257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1935255.875000 Penalty: 4721.169434
	Iteration 51Q: 3 clusters Score -1935256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1935255.875000 Penalty: 4721.169434
	Iteration 52F: 3 clusters Score -1935256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Entering Unmasked Estep 
Score: -842771.625000 Penalty: 2150.564209
	Iteration 0F: 2 clusters Score -842771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -837747.437500 Penalty: 4301.128418
	Iteration 0F: 3 clusters Score -837747.4 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -838992.062500 Penalty: 4301.128418
	Iteration 1F: 3 clusters Score -838992.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -839194.750000 Penalty: 4301.128418
	Iteration 2F: 3 clusters Score -839194.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -839297.687500 Penalty: 4301.128418
	Iteration 3Q: 3 clusters Score -839297.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -839367.687500 Penalty: 4301.128418
	Iteration 4Q: 3 clusters Score -839367.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -839416.625000 Penalty: 4301.128418
	Iteration 5Q: 3 clusters Score -839416.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -839448.812500 Penalty: 4301.128418
	Iteration 6Q: 3 clusters Score -839448.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -839480.687500 Penalty: 4301.128418
	Iteration 7Q: 3 clusters Score -839480.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -839515.687500 Penalty: 4301.128418
	Iteration 8Q: 3 clusters Score -839515.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -839545.250000 Penalty: 4301.128418
	Iteration 9Q: 3 clusters Score -839545.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -839573.937500 Penalty: 4301.128418
	Iteration 10Q: 3 clusters Score -839573.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -839612.000000 Penalty: 4301.128418
	Iteration 11Q: 3 clusters Score -839612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -839649.312500 Penalty: 4301.128418
	Iteration 12Q: 3 clusters Score -839649.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -839690.437500 Penalty: 4301.128418
	Iteration 13Q: 3 clusters Score -839690.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -839733.687500 Penalty: 4301.128418
	Iteration 14Q: 3 clusters Score -839733.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -839774.875000 Penalty: 4301.128418
	Iteration 15Q: 3 clusters Score -839774.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -839817.625000 Penalty: 4301.128418
	Iteration 16Q: 3 clusters Score -839817.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -839866.375000 Penalty: 4301.128418
	Iteration 17Q: 3 clusters Score -839866.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -839936.187500 Penalty: 4301.128418
	Iteration 18Q: 3 clusters Score -839936.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -840015.562500 Penalty: 4301.128418
	Iteration 19Q: 3 clusters Score -840015.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -840100.000000 Penalty: 4301.128418
	Iteration 20F: 3 clusters Score -840100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -840201.937500 Penalty: 4301.128418
	Iteration 21Q: 3 clusters Score -840201.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -840340.562500 Penalty: 4301.128418
	Iteration 22Q: 3 clusters Score -840340.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -840483.437500 Penalty: 4301.128418
	Iteration 23Q: 3 clusters Score -840483.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -840611.937500 Penalty: 4301.128418
	Iteration 24Q: 3 clusters Score -840611.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -840690.437500 Penalty: 4301.128418
	Iteration 25Q: 3 clusters Score -840690.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -840753.687500 Penalty: 4301.128418
	Iteration 26Q: 3 clusters Score -840753.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -840800.250000 Penalty: 4301.128418
	Iteration 27Q: 3 clusters Score -840800.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -840840.750000 Penalty: 4301.128418
	Iteration 28Q: 3 clusters Score -840840.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -840867.750000 Penalty: 4301.128418
	Iteration 29Q: 3 clusters Score -840867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -840884.437500 Penalty: 4301.128418
	Iteration 30Q: 3 clusters Score -840884.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -840898.625000 Penalty: 4301.128418
	Iteration 31Q: 3 clusters Score -840898.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -840913.750000 Penalty: 4301.128418
	Iteration 32Q: 3 clusters Score -840913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -840925.687500 Penalty: 4301.128418
	Iteration 33Q: 3 clusters Score -840925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -840933.625000 Penalty: 4301.128418
	Iteration 34Q: 3 clusters Score -840933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -840936.437500 Penalty: 4301.128418
	Iteration 35Q: 3 clusters Score -840936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -840937.937500 Penalty: 4301.128418
	Iteration 36Q: 3 clusters Score -840937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -840939.312500 Penalty: 4301.128418
	Iteration 37Q: 3 clusters Score -840939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -840941.250000 Penalty: 4301.128418
	Iteration 38Q: 3 clusters Score -840941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -840944.437500 Penalty: 4301.128418
	Iteration 39Q: 3 clusters Score -840944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -840944.937500 Penalty: 4301.128418
	Iteration 40F: 3 clusters Score -840944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200528 members 
Entering Unmasked Estep 
Score: -29349862.000000 Penalty: 3027.759766
	Iteration 0F: 2 clusters Score -2.934986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -29224006.000000 Penalty: 6055.519531
	Iteration 0F: 3 clusters Score -2.922401e+07 nChanged 96167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -29279670.000000 Penalty: 6055.519531
	Iteration 1F: 3 clusters Score -2.927967e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -29280582.000000 Penalty: 6055.519531
	Iteration 2Q: 3 clusters Score -2.928058e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -29281568.000000 Penalty: 6055.519531
	Iteration 3Q: 3 clusters Score -2.928157e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -29282876.000000 Penalty: 6055.519531
	Iteration 4Q: 3 clusters Score -2.928288e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -29285066.000000 Penalty: 6055.519531
	Iteration 5Q: 3 clusters Score -2.928507e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -29288970.000000 Penalty: 6055.519531
	Iteration 6Q: 3 clusters Score -2.928897e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -29295434.000000 Penalty: 6055.519531
	Iteration 7F: 3 clusters Score -2.929543e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 138962 members 
Entering Unmasked Estep 
Score: -29305096.000000 Penalty: 6055.519531
	Iteration 8F: 3 clusters Score -2.93051e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -29316246.000000 Penalty: 6055.519531
	Iteration 9F: 3 clusters Score -2.931625e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -29324936.000000 Penalty: 6055.519531
	Iteration 10F: 3 clusters Score -2.932494e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 156063 members 
Entering Unmasked Estep 
Score: -29328848.000000 Penalty: 6055.519531
	Iteration 11Q: 3 clusters Score -2.932885e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -29330984.000000 Penalty: 6055.519531
	Iteration 12Q: 3 clusters Score -2.933098e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -29332198.000000 Penalty: 6055.519531
	Iteration 13Q: 3 clusters Score -2.93322e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 161638 members 
Entering Unmasked Estep 
Score: -29333318.000000 Penalty: 6055.519531
	Iteration 14Q: 3 clusters Score -2.933332e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -29334508.000000 Penalty: 6055.519531
	Iteration 15Q: 3 clusters Score -2.933451e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -29335512.000000 Penalty: 6055.519531
	Iteration 16Q: 3 clusters Score -2.933551e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -29336736.000000 Penalty: 6055.519531
	Iteration 17Q: 3 clusters Score -2.933674e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 169032 members 
Entering Unmasked Estep 
Score: -29337974.000000 Penalty: 6055.519531
	Iteration 18Q: 3 clusters Score -2.933797e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -29338996.000000 Penalty: 6055.519531
	Iteration 19Q: 3 clusters Score -2.9339e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -29340310.000000 Penalty: 6055.519531
	Iteration 20F: 3 clusters Score -2.934031e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -29341488.000000 Penalty: 6055.519531
	Iteration 21Q: 3 clusters Score -2.934149e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 175900 members 
Entering Unmasked Estep 
Score: -29342692.000000 Penalty: 6055.519531
	Iteration 22Q: 3 clusters Score -2.934269e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -29343656.000000 Penalty: 6055.519531
	Iteration 23Q: 3 clusters Score -2.934366e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 179501 members 
Entering Unmasked Estep 
Score: -29344654.000000 Penalty: 6055.519531
	Iteration 24Q: 3 clusters Score -2.934465e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -29345420.000000 Penalty: 6055.519531
	Iteration 25Q: 3 clusters Score -2.934542e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 183337 members 
Entering Unmasked Estep 
Score: -29346168.000000 Penalty: 6055.519531
	Iteration 26Q: 3 clusters Score -2.934617e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 185298 members 
Entering Unmasked Estep 
Score: -29346714.000000 Penalty: 6055.519531
	Iteration 27Q: 3 clusters Score -2.934671e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -29347088.000000 Penalty: 6055.519531
	Iteration 28Q: 3 clusters Score -2.934709e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 189132 members 
Entering Unmasked Estep 
Score: -29347532.000000 Penalty: 6055.519531
	Iteration 29Q: 3 clusters Score -2.934753e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 190982 members 
Entering Unmasked Estep 
Score: -29348156.000000 Penalty: 6055.519531
	Iteration 30Q: 3 clusters Score -2.934816e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 192690 members 
Entering Unmasked Estep 
Score: -29348410.000000 Penalty: 6055.519531
	Iteration 31Q: 3 clusters Score -2.934841e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 194203 members 
Entering Unmasked Estep 
Score: -29348578.000000 Penalty: 6055.519531
	Iteration 32Q: 3 clusters Score -2.934858e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 195471 members 
Entering Unmasked Estep 
Score: -29348566.000000 Penalty: 6055.519531
	Iteration 33Q: 3 clusters Score -2.934857e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -29348476.000000 Penalty: 6055.519531
	Iteration 34Q: 3 clusters Score -2.934848e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 197299 members 
Entering Unmasked Estep 
Score: -29348460.000000 Penalty: 6055.519531
	Iteration 35Q: 3 clusters Score -2.934846e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 197881 members 
Entering Unmasked Estep 
Score: -29348254.000000 Penalty: 6055.519531
	Iteration 36Q: 3 clusters Score -2.934825e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 198327 members 
Entering Unmasked Estep 
Score: -29348188.000000 Penalty: 6055.519531
	Iteration 37Q: 3 clusters Score -2.934819e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 198685 members 
Entering Unmasked Estep 
Score: -29348096.000000 Penalty: 6055.519531
	Iteration 38Q: 3 clusters Score -2.93481e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 198960 members 
Entering Unmasked Estep 
Score: -29348046.000000 Penalty: 6055.519531
	Iteration 39Q: 3 clusters Score -2.934805e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 199171 members 
Entering Unmasked Estep 
Score: -29347976.000000 Penalty: 6055.519531
	Iteration 40F: 3 clusters Score -2.934798e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 199331 members 
Entering Unmasked Estep 
Score: -29347874.000000 Penalty: 6055.519531
	Iteration 41Q: 3 clusters Score -2.934787e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -29347892.000000 Penalty: 6055.519531
	Iteration 42Q: 3 clusters Score -2.934789e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 199537 members 
Entering Unmasked Estep 
Score: -29347844.000000 Penalty: 6055.519531
	Iteration 43Q: 3 clusters Score -2.934784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 199594 members 
Entering Unmasked Estep 
Score: -29347848.000000 Penalty: 6055.519531
	Iteration 44Q: 3 clusters Score -2.934785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 199651 members 
Entering Unmasked Estep 
Score: -29347810.000000 Penalty: 6055.519531
	Iteration 45Q: 3 clusters Score -2.934781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 199699 members 
Entering Unmasked Estep 
Score: -29347814.000000 Penalty: 6055.519531
	Iteration 46Q: 3 clusters Score -2.934781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199736 members 
Entering Unmasked Estep 
Score: -29347802.000000 Penalty: 6055.519531
	Iteration 47Q: 3 clusters Score -2.93478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 199764 members 
Entering Unmasked Estep 
Score: -29347812.000000 Penalty: 6055.519531
	Iteration 48Q: 3 clusters Score -2.934781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 199791 members 
Entering Unmasked Estep 
Score: -29347786.000000 Penalty: 6055.519531
	Iteration 49Q: 3 clusters Score -2.934779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 199814 members 
Entering Unmasked Estep 
Score: -29347782.000000 Penalty: 6055.519531
	Iteration 50Q: 3 clusters Score -2.934778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 199831 members 
Entering Unmasked Estep 
Score: -29347802.000000 Penalty: 6055.519531
	Iteration 51Q: 3 clusters Score -2.93478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 199842 members 
Entering Unmasked Estep 
Score: -29347778.000000 Penalty: 6055.519531
	Iteration 52Q: 3 clusters Score -2.934778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 199852 members 
Entering Unmasked Estep 
Score: -29347782.000000 Penalty: 6055.519531
	Iteration 53Q: 3 clusters Score -2.934778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 199858 members 
Entering Unmasked Estep 
Score: -29347798.000000 Penalty: 6055.519531
	Iteration 54Q: 3 clusters Score -2.93478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 199869 members 
Entering Unmasked Estep 
Score: -29347800.000000 Penalty: 6055.519531
	Iteration 55Q: 3 clusters Score -2.93478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 199879 members 
Entering Unmasked Estep 
Score: -29347806.000000 Penalty: 6055.519531
	Iteration 56Q: 3 clusters Score -2.934781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 199890 members 
Entering Unmasked Estep 
Score: -29347788.000000 Penalty: 6055.519531
	Iteration 57Q: 3 clusters Score -2.934779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 199896 members 
Entering Unmasked Estep 
Score: -29347798.000000 Penalty: 6055.519531
	Iteration 58Q: 3 clusters Score -2.93478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 199898 members 
Entering Unmasked Estep 
Score: -29347806.000000 Penalty: 6055.519531
	Iteration 59Q: 3 clusters Score -2.934781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 199899 members 
Entering Unmasked Estep 
Score: -29347800.000000 Penalty: 6055.519531
	Iteration 60F: 3 clusters Score -2.93478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 199900 members 
Entering Unmasked Estep 
Score: -29347798.000000 Penalty: 6055.519531
	Iteration 61Q: 3 clusters Score -2.93478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 199901 members 
Entering Unmasked Estep 
Score: -29347800.000000 Penalty: 6055.519531
	Iteration 62Q: 3 clusters Score -2.93478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 199903 members 
Entering Unmasked Estep 
Score: -29347812.000000 Penalty: 6055.519531
	Iteration 63Q: 3 clusters Score -2.934781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 199908 members 
Entering Unmasked Estep 
Score: -29347818.000000 Penalty: 6055.519531
	Iteration 64Q: 3 clusters Score -2.934782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 199911 members 
Entering Unmasked Estep 
Score: -29347814.000000 Penalty: 6055.519531
	Iteration 65Q: 3 clusters Score -2.934781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 199916 members 
Entering Unmasked Estep 
Score: -29347804.000000 Penalty: 6055.519531
	Iteration 66Q: 3 clusters Score -2.93478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 199920 members 
Entering Unmasked Estep 
Score: -29347774.000000 Penalty: 6055.519531
	Iteration 67Q: 3 clusters Score -2.934777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 199926 members 
Entering Unmasked Estep 
Score: -29347776.000000 Penalty: 6055.519531
	Iteration 68Q: 3 clusters Score -2.934778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 199928 members 
Entering Unmasked Estep 
Score: -29347772.000000 Penalty: 6055.519531
	Iteration 69Q: 3 clusters Score -2.934777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 199928 members 
Entering Unmasked Estep 
Score: -29347772.000000 Penalty: 6055.519531
	Iteration 70F: 3 clusters Score -2.934777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Entering Unmasked Estep 
Score: -2418736.750000 Penalty: 2405.256104
	Iteration 0F: 2 clusters Score -2418737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2407058.000000 Penalty: 4810.512207
	Iteration 0F: 3 clusters Score -2407058 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2410671.250000 Penalty: 4810.512207
	Iteration 1F: 3 clusters Score -2410671 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2410965.750000 Penalty: 4810.512207
	Iteration 2F: 3 clusters Score -2410966 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2411222.750000 Penalty: 4810.512207
	Iteration 3Q: 3 clusters Score -2411223 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2411437.750000 Penalty: 4810.512207
	Iteration 4Q: 3 clusters Score -2411438 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2411662.250000 Penalty: 4810.512207
	Iteration 5Q: 3 clusters Score -2411662 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2411909.000000 Penalty: 4810.512207
	Iteration 6Q: 3 clusters Score -2411909 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2412191.250000 Penalty: 4810.512207
	Iteration 7Q: 3 clusters Score -2412191 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2412602.750000 Penalty: 4810.512207
	Iteration 8Q: 3 clusters Score -2412603 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2413163.750000 Penalty: 4810.512207
	Iteration 9F: 3 clusters Score -2413164 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2413880.750000 Penalty: 4810.512207
	Iteration 10F: 3 clusters Score -2413881 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2414655.000000 Penalty: 4810.512207
	Iteration 11F: 3 clusters Score -2414655 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2415309.500000 Penalty: 4810.512207
	Iteration 12Q: 3 clusters Score -2415310 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2415794.500000 Penalty: 4810.512207
	Iteration 13Q: 3 clusters Score -2415794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2416150.000000 Penalty: 4810.512207
	Iteration 14Q: 3 clusters Score -2416150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2416359.250000 Penalty: 4810.512207
	Iteration 15Q: 3 clusters Score -2416359 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2416514.500000 Penalty: 4810.512207
	Iteration 16Q: 3 clusters Score -2416514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2416641.250000 Penalty: 4810.512207
	Iteration 17Q: 3 clusters Score -2416641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2416717.000000 Penalty: 4810.512207
	Iteration 18Q: 3 clusters Score -2416717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2416749.750000 Penalty: 4810.512207
	Iteration 19Q: 3 clusters Score -2416750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2416767.750000 Penalty: 4810.512207
	Iteration 20F: 3 clusters Score -2416768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2416783.000000 Penalty: 4810.512207
	Iteration 21Q: 3 clusters Score -2416783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2416789.750000 Penalty: 4810.512207
	Iteration 22Q: 3 clusters Score -2416790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2416797.500000 Penalty: 4810.512207
	Iteration 23Q: 3 clusters Score -2416798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2416799.750000 Penalty: 4810.512207
	Iteration 24Q: 3 clusters Score -2416800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2416808.500000 Penalty: 4810.512207
	Iteration 25Q: 3 clusters Score -2416808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2416816.750000 Penalty: 4810.512207
	Iteration 26Q: 3 clusters Score -2416817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2416820.000000 Penalty: 4810.512207
	Iteration 27Q: 3 clusters Score -2416820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2416828.750000 Penalty: 4810.512207
	Iteration 28Q: 3 clusters Score -2416829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2416832.750000 Penalty: 4810.512207
	Iteration 29Q: 3 clusters Score -2416833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2416835.000000 Penalty: 4810.512207
	Iteration 30Q: 3 clusters Score -2416835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2416838.750000 Penalty: 4810.512207
	Iteration 31Q: 3 clusters Score -2416839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2416839.500000 Penalty: 4810.512207
	Iteration 32Q: 3 clusters Score -2416840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2416847.250000 Penalty: 4810.512207
	Iteration 33Q: 3 clusters Score -2416847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2416850.500000 Penalty: 4810.512207
	Iteration 34Q: 3 clusters Score -2416850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2416852.750000 Penalty: 4810.512207
	Iteration 35Q: 3 clusters Score -2416853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2416852.750000 Penalty: 4810.512207
	Iteration 36F: 3 clusters Score -2416853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Entering Unmasked Estep 
Score: -3491537.250000 Penalty: 2501.125732
	Iteration 0F: 2 clusters Score -3491537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3474959.500000 Penalty: 5002.251465
	Iteration 0F: 3 clusters Score -3474960 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3480729.000000 Penalty: 5002.251465
	Iteration 1F: 3 clusters Score -3480729 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3481124.500000 Penalty: 5002.251465
	Iteration 2F: 3 clusters Score -3481124 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3481447.750000 Penalty: 5002.251465
	Iteration 3Q: 3 clusters Score -3481448 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3481775.000000 Penalty: 5002.251465
	Iteration 4Q: 3 clusters Score -3481775 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3482108.000000 Penalty: 5002.251465
	Iteration 5Q: 3 clusters Score -3482108 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3482488.000000 Penalty: 5002.251465
	Iteration 6Q: 3 clusters Score -3482488 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3483020.750000 Penalty: 5002.251465
	Iteration 7Q: 3 clusters Score -3483021 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3483604.750000 Penalty: 5002.251465
	Iteration 8Q: 3 clusters Score -3483605 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3484296.250000 Penalty: 5002.251465
	Iteration 9Q: 3 clusters Score -3484296 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3485046.000000 Penalty: 5002.251465
	Iteration 10Q: 3 clusters Score -3485046 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3485838.500000 Penalty: 5002.251465
	Iteration 11Q: 3 clusters Score -3485838 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3486578.250000 Penalty: 5002.251465
	Iteration 12Q: 3 clusters Score -3486578 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3487233.250000 Penalty: 5002.251465
	Iteration 13Q: 3 clusters Score -3487233 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3487747.250000 Penalty: 5002.251465
	Iteration 14Q: 3 clusters Score -3487747 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3488127.750000 Penalty: 5002.251465
	Iteration 15Q: 3 clusters Score -3488128 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3488384.500000 Penalty: 5002.251465
	Iteration 16Q: 3 clusters Score -3488384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3488605.000000 Penalty: 5002.251465
	Iteration 17Q: 3 clusters Score -3488605 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3488752.000000 Penalty: 5002.251465
	Iteration 18Q: 3 clusters Score -3488752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3488870.000000 Penalty: 5002.251465
	Iteration 19Q: 3 clusters Score -3488870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3488952.500000 Penalty: 5002.251465
	Iteration 20F: 3 clusters Score -3488952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3489027.000000 Penalty: 5002.251465
	Iteration 21Q: 3 clusters Score -3489027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3489089.500000 Penalty: 5002.251465
	Iteration 22Q: 3 clusters Score -3489090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3489134.000000 Penalty: 5002.251465
	Iteration 23Q: 3 clusters Score -3489134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3489168.750000 Penalty: 5002.251465
	Iteration 24Q: 3 clusters Score -3489169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3489190.750000 Penalty: 5002.251465
	Iteration 25Q: 3 clusters Score -3489191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3489209.500000 Penalty: 5002.251465
	Iteration 26Q: 3 clusters Score -3489210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3489243.750000 Penalty: 5002.251465
	Iteration 27Q: 3 clusters Score -3489244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3489257.250000 Penalty: 5002.251465
	Iteration 28Q: 3 clusters Score -3489257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3489268.000000 Penalty: 5002.251465
	Iteration 29Q: 3 clusters Score -3489268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3489280.000000 Penalty: 5002.251465
	Iteration 30Q: 3 clusters Score -3489280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3489298.750000 Penalty: 5002.251465
	Iteration 31Q: 3 clusters Score -3489299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3489313.250000 Penalty: 5002.251465
	Iteration 32Q: 3 clusters Score -3489313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3489319.250000 Penalty: 5002.251465
	Iteration 33Q: 3 clusters Score -3489319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3489332.250000 Penalty: 5002.251465
	Iteration 34Q: 3 clusters Score -3489332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3489336.500000 Penalty: 5002.251465
	Iteration 35Q: 3 clusters Score -3489336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3489342.250000 Penalty: 5002.251465
	Iteration 36Q: 3 clusters Score -3489342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3489351.500000 Penalty: 5002.251465
	Iteration 37Q: 3 clusters Score -3489352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3489353.750000 Penalty: 5002.251465
	Iteration 38Q: 3 clusters Score -3489354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3489355.000000 Penalty: 5002.251465
	Iteration 39Q: 3 clusters Score -3489355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3489355.000000 Penalty: 5002.251465
	Iteration 40F: 3 clusters Score -3489355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3489353.000000 Penalty: 5002.251465
	Iteration 41Q: 3 clusters Score -3489353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3489354.500000 Penalty: 5002.251465
	Iteration 42Q: 3 clusters Score -3489354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3489357.250000 Penalty: 5002.251465
	Iteration 43Q: 3 clusters Score -3489357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3489357.250000 Penalty: 5002.251465
	Iteration 44F: 3 clusters Score -3489357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26019.388672 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -26019.39 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 150 members 
Entering Unmasked Estep 
Score: -24916.791016 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24916.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25082.103516 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -25082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25126.625000 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -25126.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25150.630859 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -25150.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25156.056641 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -25156.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25157.062500 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -25157.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25157.062500 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -25157.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -107768.625000 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -107768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106011.070312 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -106011.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106270.984375 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -106271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106368.734375 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -106368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106408.000000 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -106408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106431.343750 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -106431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106461.507812 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -106461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106502.570312 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -106502.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -106592.015625 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -106592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106719.195312 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -106719.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106862.382812 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -106862.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107016.539062 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -107016.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107172.726562 Penalty: 3308.071045
	Iteration 11F: 3 clusters Score -107172.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107268.859375 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -107268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107336.515625 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -107336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107376.718750 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -107376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -107415.578125 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -107415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107483.640625 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -107483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -107504.718750 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -107504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107512.429688 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -107512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107515.156250 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -107515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107515.156250 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -107515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -41101.839844 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -41101.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39838.929688 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -39838.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40162.761719 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -40162.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40515.109375 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -40515.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40676.933594 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -40676.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40782.988281 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -40782.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40887.875000 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -40887.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40954.312500 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -40954.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40965.855469 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -40965.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40965.855469 Penalty: 2926.349121
	Iteration 8F: 3 clusters Score -40965.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Entering Unmasked Estep 
Score: -17110618.000000 Penalty: 2893.125000
	Iteration 0F: 2 clusters Score -1.711062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -17034774.000000 Penalty: 5786.250000
	Iteration 0F: 3 clusters Score -1.703477e+07 nChanged 55410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -17066780.000000 Penalty: 5786.250000
	Iteration 1F: 3 clusters Score -1.706678e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -17067848.000000 Penalty: 5786.250000
	Iteration 2Q: 3 clusters Score -1.706785e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -17069216.000000 Penalty: 5786.250000
	Iteration 3Q: 3 clusters Score -1.706922e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -17071430.000000 Penalty: 5786.250000
	Iteration 4Q: 3 clusters Score -1.707143e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -17074658.000000 Penalty: 5786.250000
	Iteration 5F: 3 clusters Score -1.707466e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -17079708.000000 Penalty: 5786.250000
	Iteration 6F: 3 clusters Score -1.707971e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -17086758.000000 Penalty: 5786.250000
	Iteration 7F: 3 clusters Score -1.708676e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -17094216.000000 Penalty: 5786.250000
	Iteration 8F: 3 clusters Score -1.709422e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -17100112.000000 Penalty: 5786.250000
	Iteration 9F: 3 clusters Score -1.710011e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -17103602.000000 Penalty: 5786.250000
	Iteration 10Q: 3 clusters Score -1.71036e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -17105526.000000 Penalty: 5786.250000
	Iteration 11Q: 3 clusters Score -1.710553e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -17106620.000000 Penalty: 5786.250000
	Iteration 12Q: 3 clusters Score -1.710662e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -17107344.000000 Penalty: 5786.250000
	Iteration 13Q: 3 clusters Score -1.710734e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -17107746.000000 Penalty: 5786.250000
	Iteration 14Q: 3 clusters Score -1.710775e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -17107940.000000 Penalty: 5786.250000
	Iteration 15Q: 3 clusters Score -1.710794e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17108144.000000 Penalty: 5786.250000
	Iteration 16Q: 3 clusters Score -1.710814e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -17108228.000000 Penalty: 5786.250000
	Iteration 17Q: 3 clusters Score -1.710823e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -17108288.000000 Penalty: 5786.250000
	Iteration 18Q: 3 clusters Score -1.710829e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114407 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17108322.000000 Penalty: 5786.250000
	Iteration 19Q: 3 clusters Score -1.710832e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17108364.000000 Penalty: 5786.250000
	Iteration 20F: 3 clusters Score -1.710836e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114623 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17108382.000000 Penalty: 5786.250000
	Iteration 21Q: 3 clusters Score -1.710838e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17108410.000000 Penalty: 5786.250000
	Iteration 22Q: 3 clusters Score -1.710841e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114784 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17108426.000000 Penalty: 5786.250000
	Iteration 23Q: 3 clusters Score -1.710843e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -17108476.000000 Penalty: 5786.250000
	Iteration 24Q: 3 clusters Score -1.710848e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17108484.000000 Penalty: 5786.250000
	Iteration 25Q: 3 clusters Score -1.710848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17108478.000000 Penalty: 5786.250000
	Iteration 26Q: 3 clusters Score -1.710848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115006 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -17108484.000000 Penalty: 5786.250000
	Iteration 27Q: 3 clusters Score -1.710848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -17108490.000000 Penalty: 5786.250000
	Iteration 28Q: 3 clusters Score -1.710849e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17108486.000000 Penalty: 5786.250000
	Iteration 29Q: 3 clusters Score -1.710849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17108494.000000 Penalty: 5786.250000
	Iteration 30Q: 3 clusters Score -1.710849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17108516.000000 Penalty: 5786.250000
	Iteration 31Q: 3 clusters Score -1.710852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17108514.000000 Penalty: 5786.250000
	Iteration 32Q: 3 clusters Score -1.710851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17108504.000000 Penalty: 5786.250000
	Iteration 33Q: 3 clusters Score -1.71085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17108532.000000 Penalty: 5786.250000
	Iteration 34Q: 3 clusters Score -1.710853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17108514.000000 Penalty: 5786.250000
	Iteration 35Q: 3 clusters Score -1.710851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17108516.000000 Penalty: 5786.250000
	Iteration 36Q: 3 clusters Score -1.710852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115256 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17108526.000000 Penalty: 5786.250000
	Iteration 37Q: 3 clusters Score -1.710853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17108520.000000 Penalty: 5786.250000
	Iteration 38Q: 3 clusters Score -1.710852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115273 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -17108532.000000 Penalty: 5786.250000
	Iteration 39Q: 3 clusters Score -1.710853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17108506.000000 Penalty: 5786.250000
	Iteration 40F: 3 clusters Score -1.710851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17108498.000000 Penalty: 5786.250000
	Iteration 41Q: 3 clusters Score -1.71085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17108510.000000 Penalty: 5786.250000
	Iteration 42Q: 3 clusters Score -1.710851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17108512.000000 Penalty: 5786.250000
	Iteration 43Q: 3 clusters Score -1.710851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17108516.000000 Penalty: 5786.250000
	Iteration 44Q: 3 clusters Score -1.710852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17108512.000000 Penalty: 5786.250000
	Iteration 45Q: 3 clusters Score -1.710851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -17108514.000000 Penalty: 5786.250000
	Iteration 46Q: 3 clusters Score -1.710851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17108512.000000 Penalty: 5786.250000
	Iteration 47Q: 3 clusters Score -1.710851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -17108524.000000 Penalty: 5786.250000
	Iteration 48Q: 3 clusters Score -1.710852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17108524.000000 Penalty: 5786.250000
	Iteration 49Q: 3 clusters Score -1.710852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17108526.000000 Penalty: 5786.250000
	Iteration 50Q: 3 clusters Score -1.710853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17108532.000000 Penalty: 5786.250000
	Iteration 51Q: 3 clusters Score -1.710853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17108548.000000 Penalty: 5786.250000
	Iteration 52Q: 3 clusters Score -1.710855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17108548.000000 Penalty: 5786.250000
	Iteration 53F: 3 clusters Score -1.710855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -84635.085938 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -84635.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83059.289062 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -83059.29 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83345.015625 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -83345.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83540.554688 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -83540.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83742.710938 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -83742.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83915.828125 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -83915.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84060.187500 Penalty: 3222.400391
	Iteration 5F: 3 clusters Score -84060.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84194.507812 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -84194.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84338.945312 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -84338.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84422.718750 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -84422.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84538.140625 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -84538.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84609.828125 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -84609.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84696.843750 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -84696.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84774.898438 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -84774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84795.664062 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -84795.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84797.226562 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -84797.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84797.226562 Penalty: 3222.400391
	Iteration 15F: 3 clusters Score -84797.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138613 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 44599 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200528 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116521 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 58386 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 371 members 
Entering Unmasked Estep 
Score: -128958040.000000 Penalty: 102048.265625
Splitting cluster 27 changes total score from -128959728.000000 to -128958040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (58386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Entering Unmasked Estep 
Score: -8649207.000000 Penalty: 2721.758301
	Iteration 0F: 2 clusters Score -8649207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8610025.000000 Penalty: 5443.516602
	Iteration 0F: 3 clusters Score -8610025 nChanged 27054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -8625052.000000 Penalty: 5443.516602
	Iteration 1F: 3 clusters Score -8625052 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -8625612.000000 Penalty: 5443.516602
	Iteration 2Q: 3 clusters Score -8625612 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -8626029.000000 Penalty: 5443.516602
	Iteration 3Q: 3 clusters Score -8626029 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -8626403.000000 Penalty: 5443.516602
	Iteration 4Q: 3 clusters Score -8626403 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -8626806.000000 Penalty: 5443.516602
	Iteration 5Q: 3 clusters Score -8626806 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8627214.000000 Penalty: 5443.516602
	Iteration 6Q: 3 clusters Score -8627214 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -8627654.000000 Penalty: 5443.516602
	Iteration 7Q: 3 clusters Score -8627654 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -8628063.000000 Penalty: 5443.516602
	Iteration 8Q: 3 clusters Score -8628063 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8628530.000000 Penalty: 5443.516602
	Iteration 9Q: 3 clusters Score -8628530 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -8629098.000000 Penalty: 5443.516602
	Iteration 10Q: 3 clusters Score -8629098 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -8629765.000000 Penalty: 5443.516602
	Iteration 11Q: 3 clusters Score -8629765 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -8630664.000000 Penalty: 5443.516602
	Iteration 12Q: 3 clusters Score -8630664 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -8631914.000000 Penalty: 5443.516602
	Iteration 13Q: 3 clusters Score -8631914 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8633432.000000 Penalty: 5443.516602
	Iteration 14Q: 3 clusters Score -8633432 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -8635111.000000 Penalty: 5443.516602
	Iteration 15Q: 3 clusters Score -8635111 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8636356.000000 Penalty: 5443.516602
	Iteration 16Q: 3 clusters Score -8636356 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8637156.000000 Penalty: 5443.516602
	Iteration 17Q: 3 clusters Score -8637156 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8637543.000000 Penalty: 5443.516602
	Iteration 18Q: 3 clusters Score -8637543 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -8637772.000000 Penalty: 5443.516602
	Iteration 19Q: 3 clusters Score -8637772 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -8637869.000000 Penalty: 5443.516602
	Iteration 20F: 3 clusters Score -8637869 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8637987.000000 Penalty: 5443.516602
	Iteration 21Q: 3 clusters Score -8637987 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -8638100.000000 Penalty: 5443.516602
	Iteration 22Q: 3 clusters Score -8638100 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -8638235.000000 Penalty: 5443.516602
	Iteration 23Q: 3 clusters Score -8638235 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -8638364.000000 Penalty: 5443.516602
	Iteration 24Q: 3 clusters Score -8638364 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -8638515.000000 Penalty: 5443.516602
	Iteration 25Q: 3 clusters Score -8638515 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -8638690.000000 Penalty: 5443.516602
	Iteration 26Q: 3 clusters Score -8638690 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -8638936.000000 Penalty: 5443.516602
	Iteration 27Q: 3 clusters Score -8638936 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -8639128.000000 Penalty: 5443.516602
	Iteration 28Q: 3 clusters Score -8639128 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -8639368.000000 Penalty: 5443.516602
	Iteration 29Q: 3 clusters Score -8639368 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8639606.000000 Penalty: 5443.516602
	Iteration 30Q: 3 clusters Score -8639606 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -8639814.000000 Penalty: 5443.516602
	Iteration 31Q: 3 clusters Score -8639814 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -8640149.000000 Penalty: 5443.516602
	Iteration 32Q: 3 clusters Score -8640149 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -8640502.000000 Penalty: 5443.516602
	Iteration 33Q: 3 clusters Score -8640502 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -8640942.000000 Penalty: 5443.516602
	Iteration 34Q: 3 clusters Score -8640942 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -8641404.000000 Penalty: 5443.516602
	Iteration 35Q: 3 clusters Score -8641404 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -8641968.000000 Penalty: 5443.516602
	Iteration 36Q: 3 clusters Score -8641968 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8642515.000000 Penalty: 5443.516602
	Iteration 37Q: 3 clusters Score -8642515 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8643046.000000 Penalty: 5443.516602
	Iteration 38Q: 3 clusters Score -8643046 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -8643676.000000 Penalty: 5443.516602
	Iteration 39Q: 3 clusters Score -8643676 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8644330.000000 Penalty: 5443.516602
	Iteration 40F: 3 clusters Score -8644330 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -8644942.000000 Penalty: 5443.516602
	Iteration 41Q: 3 clusters Score -8644942 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8645519.000000 Penalty: 5443.516602
	Iteration 42Q: 3 clusters Score -8645519 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8646109.000000 Penalty: 5443.516602
	Iteration 43Q: 3 clusters Score -8646109 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8646573.000000 Penalty: 5443.516602
	Iteration 44Q: 3 clusters Score -8646573 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8646919.000000 Penalty: 5443.516602
	Iteration 45Q: 3 clusters Score -8646919 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8647200.000000 Penalty: 5443.516602
	Iteration 46Q: 3 clusters Score -8647200 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8647358.000000 Penalty: 5443.516602
	Iteration 47Q: 3 clusters Score -8647358 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8647492.000000 Penalty: 5443.516602
	Iteration 48Q: 3 clusters Score -8647492 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8647580.000000 Penalty: 5443.516602
	Iteration 49Q: 3 clusters Score -8647580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8647605.000000 Penalty: 5443.516602
	Iteration 50Q: 3 clusters Score -8647605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8647664.000000 Penalty: 5443.516602
	Iteration 51Q: 3 clusters Score -8647664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8647690.000000 Penalty: 5443.516602
	Iteration 52Q: 3 clusters Score -8647690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8647701.000000 Penalty: 5443.516602
	Iteration 53Q: 3 clusters Score -8647701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8647731.000000 Penalty: 5443.516602
	Iteration 54Q: 3 clusters Score -8647731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8647739.000000 Penalty: 5443.516602
	Iteration 55Q: 3 clusters Score -8647739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8647746.000000 Penalty: 5443.516602
	Iteration 56Q: 3 clusters Score -8647746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8647744.000000 Penalty: 5443.516602
	Iteration 57Q: 3 clusters Score -8647744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8647752.000000 Penalty: 5443.516602
	Iteration 58Q: 3 clusters Score -8647752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8647749.000000 Penalty: 5443.516602
	Iteration 59Q: 3 clusters Score -8647749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8647790.000000 Penalty: 5443.516602
	Iteration 60F: 3 clusters Score -8647790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8647816.000000 Penalty: 5443.516602
	Iteration 61Q: 3 clusters Score -8647816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8647819.000000 Penalty: 5443.516602
	Iteration 62Q: 3 clusters Score -8647819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8647836.000000 Penalty: 5443.516602
	Iteration 63Q: 3 clusters Score -8647836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8647848.000000 Penalty: 5443.516602
	Iteration 64Q: 3 clusters Score -8647848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8647848.000000 Penalty: 5443.516602
	Iteration 65Q: 3 clusters Score -8647848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8647850.000000 Penalty: 5443.516602
	Iteration 66Q: 3 clusters Score -8647850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8647859.000000 Penalty: 5443.516602
	Iteration 67Q: 3 clusters Score -8647859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8647859.000000 Penalty: 5443.516602
	Iteration 68Q: 3 clusters Score -8647859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8647852.000000 Penalty: 5443.516602
	Iteration 69Q: 3 clusters Score -8647852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8647856.000000 Penalty: 5443.516602
	Iteration 70Q: 3 clusters Score -8647856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8647865.000000 Penalty: 5443.516602
	Iteration 71Q: 3 clusters Score -8647865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8647862.000000 Penalty: 5443.516602
	Iteration 72Q: 3 clusters Score -8647862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8647872.000000 Penalty: 5443.516602
	Iteration 73Q: 3 clusters Score -8647872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8647864.000000 Penalty: 5443.516602
	Iteration 74Q: 3 clusters Score -8647864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8647864.000000 Penalty: 5443.516602
	Iteration 75Q: 3 clusters Score -8647864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8647864.000000 Penalty: 5443.516602
	Iteration 76Q: 3 clusters Score -8647864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8647864.000000 Penalty: 5443.516602
	Iteration 77F: 3 clusters Score -8647864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -73640.914062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -73640.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72079.492188 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -72079.49 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72280.375000 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -72280.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72369.992188 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -72369.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72413.085938 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -72413.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72446.562500 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -72446.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72479.015625 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -72479.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72513.929688 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -72513.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72532.968750 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -72532.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72588.656250 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -72588.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72677.000000 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -72677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72847.406250 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -72847.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72898.601562 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -72898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72944.062500 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -72944.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72969.320312 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -72969.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73000.054688 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -73000.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73062.757812 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -73062.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73097.390625 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -73097.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73110.882812 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -73110.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73135.468750 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -73135.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73146.523438 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -73146.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73154.796875 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -73154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73163.562500 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -73163.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73167.203125 Penalty: 3143.065674
	Iteration 22Q: 3 clusters Score -73167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73169.781250 Penalty: 3143.065674
	Iteration 23Q: 3 clusters Score -73169.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73169.781250 Penalty: 3143.065674
	Iteration 24F: 3 clusters Score -73169.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138613 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 44599 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200528 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116521 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58386 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959752.000000 Penalty: 98646.656250
Iteration 279Q: 30 clusters Score -1.289598e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34904 members 
Mstep: Class 3 contains 138607 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35564 members 
Mstep: Class 8 contains 44598 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200530 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23990 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116524 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58384 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959704.000000 Penalty: 98646.656250
Iteration 280F: 30 clusters Score -1.289597e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138605 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35564 members 
Mstep: Class 8 contains 44595 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42131 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32480 members 
Mstep: Class 18 contains 13600 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200542 members 
Mstep: Class 21 contains 16297 members 
Mstep: Class 22 contains 23994 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116526 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58380 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959688.000000 Penalty: 98646.656250
Iteration 281Q: 30 clusters Score -1.289597e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138606 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35571 members 
Mstep: Class 8 contains 44594 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 32479 members 
Mstep: Class 18 contains 13598 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200552 members 
Mstep: Class 21 contains 16296 members 
Mstep: Class 22 contains 23995 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116515 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58379 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959728.000000 Penalty: 98646.656250
Iteration 282Q: 30 clusters Score -1.289597e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34909 members 
Mstep: Class 3 contains 138608 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 35575 members 
Mstep: Class 8 contains 44588 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13598 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200562 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 23998 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116509 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58377 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959672.000000 Penalty: 98646.656250
Iteration 283Q: 30 clusters Score -1.289597e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34908 members 
Mstep: Class 3 contains 138599 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 44587 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42128 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41302 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13594 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200569 members 
Mstep: Class 21 contains 16291 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116505 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58373 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959736.000000 Penalty: 98646.656250
Iteration 284Q: 30 clusters Score -1.289597e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 34907 members 
Mstep: Class 3 contains 138602 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35600 members 
Mstep: Class 8 contains 44586 members 
Mstep: Class 9 contains 40477 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13591 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 200565 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116495 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58365 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959736.000000 Penalty: 98646.656250
Iteration 285Q: 30 clusters Score -1.289597e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138586 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35617 members 
Mstep: Class 8 contains 44588 members 
Mstep: Class 9 contains 40473 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41300 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13587 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200576 members 
Mstep: Class 21 contains 16296 members 
Mstep: Class 22 contains 24020 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116489 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58355 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959840.000000 Penalty: 98646.656250
Iteration 286Q: 30 clusters Score -1.289598e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138583 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35625 members 
Mstep: Class 8 contains 44588 members 
Mstep: Class 9 contains 40473 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42127 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41296 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13575 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200581 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 24031 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116488 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58349 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959896.000000 Penalty: 98646.656250
Iteration 287Q: 30 clusters Score -1.289599e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 138576 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 44584 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42130 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41293 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13568 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24038 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116489 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58346 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959856.000000 Penalty: 98646.656250
Iteration 288Q: 30 clusters Score -1.289599e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34907 members 
Mstep: Class 3 contains 138576 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35646 members 
Mstep: Class 8 contains 44582 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41285 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200584 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24048 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116486 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58339 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959936.000000 Penalty: 98646.656250
Iteration 289Q: 30 clusters Score -1.289599e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34909 members 
Mstep: Class 3 contains 138579 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35659 members 
Mstep: Class 8 contains 44580 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41279 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13552 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200580 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24054 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116490 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58335 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959888.000000 Penalty: 98646.656250
Iteration 290Q: 30 clusters Score -1.289599e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34910 members 
Mstep: Class 3 contains 138578 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35670 members 
Mstep: Class 8 contains 44580 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41271 members 
Mstep: Class 17 contains 32493 members 
Mstep: Class 18 contains 13542 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24061 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116490 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58330 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959784.000000 Penalty: 98646.656250
Iteration 291Q: 30 clusters Score -1.289598e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 138581 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35675 members 
Mstep: Class 8 contains 44580 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42135 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41263 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13530 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 200588 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 24074 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116486 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58326 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959784.000000 Penalty: 98646.656250
Iteration 292Q: 30 clusters Score -1.289598e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138572 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35689 members 
Mstep: Class 8 contains 44581 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41261 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13522 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 200584 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 24081 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116484 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58327 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959904.000000 Penalty: 98646.656250
Iteration 293Q: 30 clusters Score -1.289599e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138586 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35701 members 
Mstep: Class 8 contains 44577 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42133 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 200574 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24088 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 789 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116477 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58325 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959872.000000 Penalty: 98646.656250
Iteration 294Q: 30 clusters Score -1.289599e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138581 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35705 members 
Mstep: Class 8 contains 44576 members 
Mstep: Class 9 contains 40470 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13512 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 200573 members 
Mstep: Class 21 contains 16293 members 
Mstep: Class 22 contains 24098 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116473 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58325 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959880.000000 Penalty: 98646.656250
Iteration 295Q: 30 clusters Score -1.289599e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138575 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35715 members 
Mstep: Class 8 contains 44578 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42140 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 13508 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 200570 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 24105 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116471 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58324 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959864.000000 Penalty: 98646.656250
Iteration 296Q: 30 clusters Score -1.289599e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138573 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 44578 members 
Mstep: Class 9 contains 40470 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13505 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200562 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24107 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116472 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58322 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959968.000000 Penalty: 98646.656250
Iteration 297Q: 30 clusters Score -1.2896e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138569 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 44576 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13502 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200557 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24110 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116472 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58319 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959936.000000 Penalty: 98646.656250
Iteration 298Q: 30 clusters Score -1.289599e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138573 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35742 members 
Mstep: Class 8 contains 44577 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13495 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200557 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24113 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116465 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58317 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959880.000000 Penalty: 98646.656250
Iteration 299Q: 30 clusters Score -1.289599e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138576 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 44574 members 
Mstep: Class 9 contains 40469 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41249 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13490 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200558 members 
Mstep: Class 21 contains 16293 members 
Mstep: Class 22 contains 24114 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116463 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58315 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959912.000000 Penalty: 98646.656250
Iteration 300F: 30 clusters Score -1.289599e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138580 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10228 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35758 members 
Mstep: Class 8 contains 44577 members 
Mstep: Class 9 contains 40470 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42156 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3954 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13485 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200557 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 24120 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116454 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58314 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959928.000000 Penalty: 98646.656250
Iteration 301Q: 30 clusters Score -1.289599e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34913 members 
Mstep: Class 3 contains 138579 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35772 members 
Mstep: Class 8 contains 44571 members 
Mstep: Class 9 contains 40470 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42156 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13478 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200556 members 
Mstep: Class 21 contains 16293 members 
Mstep: Class 22 contains 24126 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116447 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58313 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959904.000000 Penalty: 98646.656250
Iteration 302Q: 30 clusters Score -1.289599e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138577 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35783 members 
Mstep: Class 8 contains 44570 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3951 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13468 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200551 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24137 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116446 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58308 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959872.000000 Penalty: 98646.656250
Iteration 303Q: 30 clusters Score -1.289599e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138579 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10229 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35791 members 
Mstep: Class 8 contains 44567 members 
Mstep: Class 9 contains 40472 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 32483 members 
Mstep: Class 18 contains 13458 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200555 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24146 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116444 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58299 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959896.000000 Penalty: 98646.656250
Iteration 304Q: 30 clusters Score -1.289599e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 34917 members 
Mstep: Class 3 contains 138583 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35806 members 
Mstep: Class 8 contains 44566 members 
Mstep: Class 9 contains 40472 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 32483 members 
Mstep: Class 18 contains 13447 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200547 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24153 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116446 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58291 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959904.000000 Penalty: 98646.656250
Iteration 305Q: 30 clusters Score -1.289599e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138580 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35821 members 
Mstep: Class 8 contains 44565 members 
Mstep: Class 9 contains 40473 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41241 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13441 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200555 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24160 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116444 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58277 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959944.000000 Penalty: 98646.656250
Iteration 306Q: 30 clusters Score -1.289599e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138588 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35830 members 
Mstep: Class 8 contains 44563 members 
Mstep: Class 9 contains 40472 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13438 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200555 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24168 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116442 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58266 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128960008.000000 Penalty: 98646.656250
Iteration 307Q: 30 clusters Score -1.2896e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 34919 members 
Mstep: Class 3 contains 138588 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35840 members 
Mstep: Class 8 contains 44562 members 
Mstep: Class 9 contains 40471 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41239 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13433 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200550 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24174 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116445 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58256 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959992.000000 Penalty: 98646.656250
Iteration 308Q: 30 clusters Score -1.2896e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34919 members 
Mstep: Class 3 contains 138590 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35856 members 
Mstep: Class 8 contains 44562 members 
Mstep: Class 9 contains 40472 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41237 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13429 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200545 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24179 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116446 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58242 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959976.000000 Penalty: 98646.656250
Iteration 309Q: 30 clusters Score -1.2896e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138580 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35866 members 
Mstep: Class 8 contains 44563 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41234 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13425 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200550 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24183 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116446 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58234 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128960024.000000 Penalty: 98646.656250
Iteration 310Q: 30 clusters Score -1.2896e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34917 members 
Mstep: Class 3 contains 138576 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 44564 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41233 members 
Mstep: Class 17 contains 32483 members 
Mstep: Class 18 contains 13421 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200545 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 24190 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116444 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58226 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959960.000000 Penalty: 98646.656250
Iteration 311Q: 30 clusters Score -1.2896e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138573 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35894 members 
Mstep: Class 8 contains 44564 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41232 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13417 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200543 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24192 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116441 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58220 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959920.000000 Penalty: 98646.656250
Iteration 312Q: 30 clusters Score -1.289599e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138569 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 35908 members 
Mstep: Class 8 contains 44564 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41231 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 13413 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200538 members 
Mstep: Class 21 contains 16294 members 
Mstep: Class 22 contains 24196 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116438 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58216 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959984.000000 Penalty: 98646.656250
Iteration 313Q: 30 clusters Score -1.2896e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138567 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35927 members 
Mstep: Class 8 contains 44563 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 13411 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200537 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24196 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116436 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58212 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128960024.000000 Penalty: 98646.656250
Iteration 314Q: 30 clusters Score -1.2896e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 34919 members 
Mstep: Class 3 contains 138566 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35935 members 
Mstep: Class 8 contains 44560 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13408 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200545 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24200 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116432 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58207 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959928.000000 Penalty: 98646.656250
Iteration 315Q: 30 clusters Score -1.289599e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 34918 members 
Mstep: Class 3 contains 138566 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35940 members 
Mstep: Class 8 contains 44558 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200554 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24206 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116426 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58200 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959904.000000 Penalty: 98646.656250
Iteration 316Q: 30 clusters Score -1.289599e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138560 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 35949 members 
Mstep: Class 8 contains 44556 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41231 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200562 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24207 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116422 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58195 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959904.000000 Penalty: 98646.656250
Iteration 317Q: 30 clusters Score -1.289599e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138553 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35957 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41232 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200567 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24208 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116417 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58193 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959856.000000 Penalty: 98646.656250
Iteration 318Q: 30 clusters Score -1.289599e+08 nChanged 41
Entering ConstructFrom: 
Score: -128959856.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1884078.875000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -1884079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1873697.000000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -1873697 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1877120.125000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -1877120 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1877568.375000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -1877568 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1877906.875000 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -1877907 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1878195.875000 Penalty: 4741.030762
	Iteration 4Q: 3 clusters Score -1878196 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1878440.125000 Penalty: 4741.030762
	Iteration 5Q: 3 clusters Score -1878440 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1878706.125000 Penalty: 4741.030762
	Iteration 6Q: 3 clusters Score -1878706 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1879013.500000 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -1879014 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1879389.500000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -1879390 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1879794.750000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -1879795 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1880246.125000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -1880246 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1880714.375000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -1880714 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1881113.250000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -1881113 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1881429.125000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -1881429 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1881613.875000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -1881614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1881750.500000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -1881750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1881871.375000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -1881871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1881967.000000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -1881967 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1882047.875000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -1882048 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1882117.375000 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -1882117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1882162.125000 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -1882162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1882203.750000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -1882204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1882237.375000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -1882237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1882264.250000 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -1882264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1882279.000000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -1882279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1882289.875000 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -1882290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1882305.000000 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -1882305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1882321.875000 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -1882322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1882335.125000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -1882335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1882349.250000 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -1882349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1882359.875000 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -1882360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1882368.125000 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -1882368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1882380.750000 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -1882381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1882380.375000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -1882380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1882389.125000 Penalty: 4741.030762
	Iteration 34Q: 3 clusters Score -1882389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1882388.500000 Penalty: 4741.030762
	Iteration 35Q: 3 clusters Score -1882388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1882389.750000 Penalty: 4741.030762
	Iteration 36Q: 3 clusters Score -1882390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1882394.750000 Penalty: 4741.030762
	Iteration 37Q: 3 clusters Score -1882395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1882390.000000 Penalty: 4741.030762
	Iteration 38Q: 3 clusters Score -1882390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1882398.875000 Penalty: 4741.030762
	Iteration 39Q: 3 clusters Score -1882399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1882402.250000 Penalty: 4741.030762
	Iteration 40F: 3 clusters Score -1882402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1882408.750000 Penalty: 4741.030762
	Iteration 41Q: 3 clusters Score -1882409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1882412.125000 Penalty: 4741.030762
	Iteration 42Q: 3 clusters Score -1882412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1882413.375000 Penalty: 4741.030762
	Iteration 43Q: 3 clusters Score -1882413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1882414.000000 Penalty: 4741.030762
	Iteration 44Q: 3 clusters Score -1882414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1882417.625000 Penalty: 4741.030762
	Iteration 45Q: 3 clusters Score -1882418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1882417.250000 Penalty: 4741.030762
	Iteration 46Q: 3 clusters Score -1882417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1882419.750000 Penalty: 4741.030762
	Iteration 47Q: 3 clusters Score -1882420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1882418.750000 Penalty: 4741.030762
	Iteration 48Q: 3 clusters Score -1882419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1882419.875000 Penalty: 4741.030762
	Iteration 49Q: 3 clusters Score -1882420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1882420.125000 Penalty: 4741.030762
	Iteration 50Q: 3 clusters Score -1882420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1882421.750000 Penalty: 4741.030762
	Iteration 51Q: 3 clusters Score -1882422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1882421.750000 Penalty: 4741.030762
	Iteration 52Q: 3 clusters Score -1882422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1882425.875000 Penalty: 4741.030762
	Iteration 53Q: 3 clusters Score -1882426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1882431.750000 Penalty: 4741.030762
	Iteration 54Q: 3 clusters Score -1882432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1882432.000000 Penalty: 4741.030762
	Iteration 55Q: 3 clusters Score -1882432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1882434.500000 Penalty: 4741.030762
	Iteration 56Q: 3 clusters Score -1882434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1882438.875000 Penalty: 4741.030762
	Iteration 57Q: 3 clusters Score -1882439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1882443.250000 Penalty: 4741.030762
	Iteration 58Q: 3 clusters Score -1882443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1882445.750000 Penalty: 4741.030762
	Iteration 59Q: 3 clusters Score -1882446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1882451.625000 Penalty: 4741.030762
	Iteration 60F: 3 clusters Score -1882452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1882452.375000 Penalty: 4741.030762
	Iteration 61Q: 3 clusters Score -1882452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1882458.125000 Penalty: 4741.030762
	Iteration 62Q: 3 clusters Score -1882458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1882455.625000 Penalty: 4741.030762
	Iteration 63Q: 3 clusters Score -1882456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1882457.750000 Penalty: 4741.030762
	Iteration 64Q: 3 clusters Score -1882458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1882458.625000 Penalty: 4741.030762
	Iteration 65Q: 3 clusters Score -1882459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1882457.875000 Penalty: 4741.030762
	Iteration 66Q: 3 clusters Score -1882458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1882460.125000 Penalty: 4741.030762
	Iteration 67Q: 3 clusters Score -1882460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1882460.125000 Penalty: 4741.030762
	Iteration 68F: 3 clusters Score -1882460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Entering Unmasked Estep 
Score: -4958972.000000 Penalty: 2594.239502
	Iteration 0F: 2 clusters Score -4958972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4935123.500000 Penalty: 5188.479004
	Iteration 0F: 3 clusters Score -4935124 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4943990.000000 Penalty: 5188.479004
	Iteration 1F: 3 clusters Score -4943990 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4944643.500000 Penalty: 5188.479004
	Iteration 2F: 3 clusters Score -4944644 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4945211.000000 Penalty: 5188.479004
	Iteration 3Q: 3 clusters Score -4945211 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4945824.500000 Penalty: 5188.479004
	Iteration 4Q: 3 clusters Score -4945824 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4946481.000000 Penalty: 5188.479004
	Iteration 5Q: 3 clusters Score -4946481 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4947329.500000 Penalty: 5188.479004
	Iteration 6Q: 3 clusters Score -4947330 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4948369.500000 Penalty: 5188.479004
	Iteration 7F: 3 clusters Score -4948370 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4949754.500000 Penalty: 5188.479004
	Iteration 8F: 3 clusters Score -4949754 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4951366.000000 Penalty: 5188.479004
	Iteration 9F: 3 clusters Score -4951366 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4953200.000000 Penalty: 5188.479004
	Iteration 10F: 3 clusters Score -4953200 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -4954768.500000 Penalty: 5188.479004
	Iteration 11Q: 3 clusters Score -4954768 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -4955683.500000 Penalty: 5188.479004
	Iteration 12Q: 3 clusters Score -4955684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4956152.500000 Penalty: 5188.479004
	Iteration 13Q: 3 clusters Score -4956152 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4956423.500000 Penalty: 5188.479004
	Iteration 14Q: 3 clusters Score -4956424 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4956615.500000 Penalty: 5188.479004
	Iteration 15Q: 3 clusters Score -4956616 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4956749.000000 Penalty: 5188.479004
	Iteration 16Q: 3 clusters Score -4956749 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4956832.000000 Penalty: 5188.479004
	Iteration 17Q: 3 clusters Score -4956832 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4956864.500000 Penalty: 5188.479004
	Iteration 18Q: 3 clusters Score -4956864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4956922.000000 Penalty: 5188.479004
	Iteration 19Q: 3 clusters Score -4956922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4956963.500000 Penalty: 5188.479004
	Iteration 20F: 3 clusters Score -4956964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4956986.500000 Penalty: 5188.479004
	Iteration 21Q: 3 clusters Score -4956986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4957021.500000 Penalty: 5188.479004
	Iteration 22Q: 3 clusters Score -4957022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4957045.500000 Penalty: 5188.479004
	Iteration 23Q: 3 clusters Score -4957046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -4957055.500000 Penalty: 5188.479004
	Iteration 24Q: 3 clusters Score -4957056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4957053.000000 Penalty: 5188.479004
	Iteration 25Q: 3 clusters Score -4957053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4957054.500000 Penalty: 5188.479004
	Iteration 26Q: 3 clusters Score -4957054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4957057.000000 Penalty: 5188.479004
	Iteration 27Q: 3 clusters Score -4957057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4957056.000000 Penalty: 5188.479004
	Iteration 28Q: 3 clusters Score -4957056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4957066.500000 Penalty: 5188.479004
	Iteration 29Q: 3 clusters Score -4957066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4957069.500000 Penalty: 5188.479004
	Iteration 30Q: 3 clusters Score -4957070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4957074.000000 Penalty: 5188.479004
	Iteration 31Q: 3 clusters Score -4957074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4957089.000000 Penalty: 5188.479004
	Iteration 32Q: 3 clusters Score -4957089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4957097.000000 Penalty: 5188.479004
	Iteration 33Q: 3 clusters Score -4957097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4957097.000000 Penalty: 5188.479004
	Iteration 34Q: 3 clusters Score -4957097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4957094.500000 Penalty: 5188.479004
	Iteration 35Q: 3 clusters Score -4957094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4957090.000000 Penalty: 5188.479004
	Iteration 36Q: 3 clusters Score -4957090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4957091.500000 Penalty: 5188.479004
	Iteration 37Q: 3 clusters Score -4957092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4957098.500000 Penalty: 5188.479004
	Iteration 38Q: 3 clusters Score -4957098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4957102.500000 Penalty: 5188.479004
	Iteration 39Q: 3 clusters Score -4957102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4957096.000000 Penalty: 5188.479004
	Iteration 40F: 3 clusters Score -4957096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4957100.500000 Penalty: 5188.479004
	Iteration 41Q: 3 clusters Score -4957100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4957098.500000 Penalty: 5188.479004
	Iteration 42Q: 3 clusters Score -4957098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4957095.500000 Penalty: 5188.479004
	Iteration 43Q: 3 clusters Score -4957096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4957101.000000 Penalty: 5188.479004
	Iteration 44Q: 3 clusters Score -4957101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4957100.500000 Penalty: 5188.479004
	Iteration 45Q: 3 clusters Score -4957100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4957109.000000 Penalty: 5188.479004
	Iteration 46Q: 3 clusters Score -4957109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4957105.500000 Penalty: 5188.479004
	Iteration 47Q: 3 clusters Score -4957106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4957102.000000 Penalty: 5188.479004
	Iteration 48Q: 3 clusters Score -4957102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4957100.500000 Penalty: 5188.479004
	Iteration 49Q: 3 clusters Score -4957100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4957111.000000 Penalty: 5188.479004
	Iteration 50Q: 3 clusters Score -4957111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4957105.500000 Penalty: 5188.479004
	Iteration 51Q: 3 clusters Score -4957106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4957109.000000 Penalty: 5188.479004
	Iteration 52Q: 3 clusters Score -4957109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -4957113.500000 Penalty: 5188.479004
	Iteration 53Q: 3 clusters Score -4957114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4957111.500000 Penalty: 5188.479004
	Iteration 54Q: 3 clusters Score -4957112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -4957111.000000 Penalty: 5188.479004
	Iteration 55Q: 3 clusters Score -4957111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4957116.500000 Penalty: 5188.479004
	Iteration 56Q: 3 clusters Score -4957116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4957114.500000 Penalty: 5188.479004
	Iteration 57Q: 3 clusters Score -4957114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4957107.000000 Penalty: 5188.479004
	Iteration 58Q: 3 clusters Score -4957107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4957122.000000 Penalty: 5188.479004
	Iteration 59Q: 3 clusters Score -4957122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -4957121.000000 Penalty: 5188.479004
	Iteration 60F: 3 clusters Score -4957121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -4957116.500000 Penalty: 5188.479004
	Iteration 61Q: 3 clusters Score -4957116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4957123.500000 Penalty: 5188.479004
	Iteration 62Q: 3 clusters Score -4957124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4957110.500000 Penalty: 5188.479004
	Iteration 63Q: 3 clusters Score -4957110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4957117.000000 Penalty: 5188.479004
	Iteration 64Q: 3 clusters Score -4957117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4957111.000000 Penalty: 5188.479004
	Iteration 65Q: 3 clusters Score -4957111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4957112.000000 Penalty: 5188.479004
	Iteration 66Q: 3 clusters Score -4957112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4957119.500000 Penalty: 5188.479004
	Iteration 67Q: 3 clusters Score -4957120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4957130.500000 Penalty: 5188.479004
	Iteration 68Q: 3 clusters Score -4957130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4957123.000000 Penalty: 5188.479004
	Iteration 69Q: 3 clusters Score -4957123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4957133.000000 Penalty: 5188.479004
	Iteration 70Q: 3 clusters Score -4957133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -4957135.500000 Penalty: 5188.479004
	Iteration 71Q: 3 clusters Score -4957136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4957134.000000 Penalty: 5188.479004
	Iteration 72Q: 3 clusters Score -4957134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4957136.500000 Penalty: 5188.479004
	Iteration 73Q: 3 clusters Score -4957136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4957135.000000 Penalty: 5188.479004
	Iteration 74Q: 3 clusters Score -4957135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4957136.000000 Penalty: 5188.479004
	Iteration 75Q: 3 clusters Score -4957136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4957134.500000 Penalty: 5188.479004
	Iteration 76Q: 3 clusters Score -4957134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4957134.500000 Penalty: 5188.479004
	Iteration 77F: 3 clusters Score -4957134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Entering Unmasked Estep 
Score: -20320760.000000 Penalty: 2936.065186
	Iteration 0F: 2 clusters Score -2.032076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -20231276.000000 Penalty: 5872.130371
	Iteration 0F: 3 clusters Score -2.023128e+07 nChanged 65755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -20268922.000000 Penalty: 5872.130371
	Iteration 1F: 3 clusters Score -2.026892e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -20269624.000000 Penalty: 5872.130371
	Iteration 2Q: 3 clusters Score -2.026962e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -20270346.000000 Penalty: 5872.130371
	Iteration 3Q: 3 clusters Score -2.027035e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -20271276.000000 Penalty: 5872.130371
	Iteration 4Q: 3 clusters Score -2.027128e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -20272534.000000 Penalty: 5872.130371
	Iteration 5Q: 3 clusters Score -2.027253e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -20275038.000000 Penalty: 5872.130371
	Iteration 6Q: 3 clusters Score -2.027504e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -20279558.000000 Penalty: 5872.130371
	Iteration 7F: 3 clusters Score -2.027956e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -20287046.000000 Penalty: 5872.130371
	Iteration 8F: 3 clusters Score -2.028705e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -20296910.000000 Penalty: 5872.130371
	Iteration 9F: 3 clusters Score -2.029691e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -20306380.000000 Penalty: 5872.130371
	Iteration 10F: 3 clusters Score -2.030638e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -20312680.000000 Penalty: 5872.130371
	Iteration 11F: 3 clusters Score -2.031268e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 132345 members 
Entering Unmasked Estep 
Score: -20316012.000000 Penalty: 5872.130371
	Iteration 12Q: 3 clusters Score -2.031601e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 134278 members 
Entering Unmasked Estep 
Score: -20317498.000000 Penalty: 5872.130371
	Iteration 13Q: 3 clusters Score -2.03175e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -20318224.000000 Penalty: 5872.130371
	Iteration 14Q: 3 clusters Score -2.031822e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 135847 members 
Entering Unmasked Estep 
Score: -20318582.000000 Penalty: 5872.130371
	Iteration 15Q: 3 clusters Score -2.031858e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -20318790.000000 Penalty: 5872.130371
	Iteration 16Q: 3 clusters Score -2.031879e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -20318936.000000 Penalty: 5872.130371
	Iteration 17Q: 3 clusters Score -2.031894e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -20319030.000000 Penalty: 5872.130371
	Iteration 18Q: 3 clusters Score -2.031903e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -20319080.000000 Penalty: 5872.130371
	Iteration 19Q: 3 clusters Score -2.031908e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 136652 members 
Entering Unmasked Estep 
Score: -20319140.000000 Penalty: 5872.130371
	Iteration 20F: 3 clusters Score -2.031914e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -20319204.000000 Penalty: 5872.130371
	Iteration 21Q: 3 clusters Score -2.03192e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -20319258.000000 Penalty: 5872.130371
	Iteration 22Q: 3 clusters Score -2.031926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 136759 members 
Entering Unmasked Estep 
Score: -20319284.000000 Penalty: 5872.130371
	Iteration 23Q: 3 clusters Score -2.031928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -20319296.000000 Penalty: 5872.130371
	Iteration 24Q: 3 clusters Score -2.03193e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -20319296.000000 Penalty: 5872.130371
	Iteration 25Q: 3 clusters Score -2.03193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -20319308.000000 Penalty: 5872.130371
	Iteration 26Q: 3 clusters Score -2.031931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 136823 members 
Entering Unmasked Estep 
Score: -20319304.000000 Penalty: 5872.130371
	Iteration 27Q: 3 clusters Score -2.03193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -20319292.000000 Penalty: 5872.130371
	Iteration 28Q: 3 clusters Score -2.031929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -20319298.000000 Penalty: 5872.130371
	Iteration 29Q: 3 clusters Score -2.03193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -20319292.000000 Penalty: 5872.130371
	Iteration 30Q: 3 clusters Score -2.031929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -20319328.000000 Penalty: 5872.130371
	Iteration 31Q: 3 clusters Score -2.031933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 136838 members 
Entering Unmasked Estep 
Score: -20319320.000000 Penalty: 5872.130371
	Iteration 32Q: 3 clusters Score -2.031932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 136839 members 
Entering Unmasked Estep 
Score: -20319308.000000 Penalty: 5872.130371
	Iteration 33Q: 3 clusters Score -2.031931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -20319308.000000 Penalty: 5872.130371
	Iteration 34Q: 3 clusters Score -2.031931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -20319320.000000 Penalty: 5872.130371
	Iteration 35Q: 3 clusters Score -2.031932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -20319292.000000 Penalty: 5872.130371
	Iteration 36Q: 3 clusters Score -2.031929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -20319316.000000 Penalty: 5872.130371
	Iteration 37Q: 3 clusters Score -2.031932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 136849 members 
Entering Unmasked Estep 
Score: -20319314.000000 Penalty: 5872.130371
	Iteration 38Q: 3 clusters Score -2.031931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -20319314.000000 Penalty: 5872.130371
	Iteration 39Q: 3 clusters Score -2.031931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 136853 members 
Entering Unmasked Estep 
Score: -20319322.000000 Penalty: 5872.130371
	Iteration 40F: 3 clusters Score -2.031932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -20319316.000000 Penalty: 5872.130371
	Iteration 41Q: 3 clusters Score -2.031932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -20319334.000000 Penalty: 5872.130371
	Iteration 42Q: 3 clusters Score -2.031933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136872 members 
Entering Unmasked Estep 
Score: -20319318.000000 Penalty: 5872.130371
	Iteration 43Q: 3 clusters Score -2.031932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -20319322.000000 Penalty: 5872.130371
	Iteration 44Q: 3 clusters Score -2.031932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 136885 members 
Entering Unmasked Estep 
Score: -20319322.000000 Penalty: 5872.130371
	Iteration 45Q: 3 clusters Score -2.031932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -20319322.000000 Penalty: 5872.130371
	Iteration 46Q: 3 clusters Score -2.031932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 136891 members 
Entering Unmasked Estep 
Score: -20319314.000000 Penalty: 5872.130371
	Iteration 47Q: 3 clusters Score -2.031931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -20319316.000000 Penalty: 5872.130371
	Iteration 48Q: 3 clusters Score -2.031932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -20319314.000000 Penalty: 5872.130371
	Iteration 49Q: 3 clusters Score -2.031931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -20319316.000000 Penalty: 5872.130371
	Iteration 50Q: 3 clusters Score -2.031932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -20319324.000000 Penalty: 5872.130371
	Iteration 51Q: 3 clusters Score -2.031932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -20319336.000000 Penalty: 5872.130371
	Iteration 52Q: 3 clusters Score -2.031934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -20319330.000000 Penalty: 5872.130371
	Iteration 53Q: 3 clusters Score -2.031933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -20319346.000000 Penalty: 5872.130371
	Iteration 54Q: 3 clusters Score -2.031935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -20319334.000000 Penalty: 5872.130371
	Iteration 55Q: 3 clusters Score -2.031933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -20319334.000000 Penalty: 5872.130371
	Iteration 56Q: 3 clusters Score -2.031933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -20319334.000000 Penalty: 5872.130371
	Iteration 57F: 3 clusters Score -2.031933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -327030.312500 Penalty: 1930.032715
	Iteration 0F: 2 clusters Score -327030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -324154.593750 Penalty: 3860.065430
	Iteration 0F: 3 clusters Score -324154.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -324729.906250 Penalty: 3860.065430
	Iteration 1F: 3 clusters Score -324729.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -324876.031250 Penalty: 3860.065430
	Iteration 2F: 3 clusters Score -324876 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324974.843750 Penalty: 3860.065430
	Iteration 3Q: 3 clusters Score -324974.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325056.437500 Penalty: 3860.065430
	Iteration 4Q: 3 clusters Score -325056.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325148.750000 Penalty: 3860.065430
	Iteration 5Q: 3 clusters Score -325148.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -325246.531250 Penalty: 3860.065430
	Iteration 6Q: 3 clusters Score -325246.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -325347.875000 Penalty: 3860.065430
	Iteration 7Q: 3 clusters Score -325347.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -325524.968750 Penalty: 3860.065430
	Iteration 8Q: 3 clusters Score -325525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -325818.468750 Penalty: 3860.065430
	Iteration 9F: 3 clusters Score -325818.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326273.687500 Penalty: 3860.065430
	Iteration 10F: 3 clusters Score -326273.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -326769.718750 Penalty: 3860.065430
	Iteration 11F: 3 clusters Score -326769.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -327196.468750 Penalty: 3860.065430
	Iteration 12F: 3 clusters Score -327196.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -327483.593750 Penalty: 3860.065430
	Iteration 13Q: 3 clusters Score -327483.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -327534.156250 Penalty: 3860.065430
	Iteration 14Q: 3 clusters Score -327534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -327548.125000 Penalty: 3860.065430
	Iteration 15Q: 3 clusters Score -327548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -327563.250000 Penalty: 3860.065430
	Iteration 16Q: 3 clusters Score -327563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -327572.718750 Penalty: 3860.065430
	Iteration 17Q: 3 clusters Score -327572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327577.500000 Penalty: 3860.065430
	Iteration 18Q: 3 clusters Score -327577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -327579.343750 Penalty: 3860.065430
	Iteration 19Q: 3 clusters Score -327579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -327580.062500 Penalty: 3860.065430
	Iteration 20F: 3 clusters Score -327580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -327580.781250 Penalty: 3860.065430
	Iteration 21Q: 3 clusters Score -327580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -327580.781250 Penalty: 3860.065430
	Iteration 22F: 3 clusters Score -327580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138548 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35961 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41232 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200573 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24208 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116417 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58183 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 1139 members 
Entering Unmasked Estep 
Score: -128958920.000000 Penalty: 102048.265625
Splitting cluster 4 changes total score from -128959856.000000 to -128958920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Entering Unmasked Estep 
Score: -1457434.250000 Penalty: 2289.803711
	Iteration 0F: 2 clusters Score -1457434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1449601.375000 Penalty: 4579.607422
	Iteration 0F: 3 clusters Score -1449601 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1451845.250000 Penalty: 4579.607422
	Iteration 1F: 3 clusters Score -1451845 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1452142.250000 Penalty: 4579.607422
	Iteration 2F: 3 clusters Score -1452142 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1452336.625000 Penalty: 4579.607422
	Iteration 3Q: 3 clusters Score -1452337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1452475.375000 Penalty: 4579.607422
	Iteration 4Q: 3 clusters Score -1452475 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1452577.375000 Penalty: 4579.607422
	Iteration 5Q: 3 clusters Score -1452577 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1452672.000000 Penalty: 4579.607422
	Iteration 6Q: 3 clusters Score -1452672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1452766.125000 Penalty: 4579.607422
	Iteration 7Q: 3 clusters Score -1452766 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1452853.500000 Penalty: 4579.607422
	Iteration 8Q: 3 clusters Score -1452854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1452930.750000 Penalty: 4579.607422
	Iteration 9Q: 3 clusters Score -1452931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1453005.125000 Penalty: 4579.607422
	Iteration 10Q: 3 clusters Score -1453005 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1453085.875000 Penalty: 4579.607422
	Iteration 11Q: 3 clusters Score -1453086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1453161.250000 Penalty: 4579.607422
	Iteration 12Q: 3 clusters Score -1453161 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1453235.250000 Penalty: 4579.607422
	Iteration 13Q: 3 clusters Score -1453235 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1453309.750000 Penalty: 4579.607422
	Iteration 14Q: 3 clusters Score -1453310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1453384.750000 Penalty: 4579.607422
	Iteration 15Q: 3 clusters Score -1453385 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1453462.375000 Penalty: 4579.607422
	Iteration 16Q: 3 clusters Score -1453462 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1453533.875000 Penalty: 4579.607422
	Iteration 17Q: 3 clusters Score -1453534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1453612.625000 Penalty: 4579.607422
	Iteration 18Q: 3 clusters Score -1453613 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1453713.125000 Penalty: 4579.607422
	Iteration 19Q: 3 clusters Score -1453713 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1453829.250000 Penalty: 4579.607422
	Iteration 20F: 3 clusters Score -1453829 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1453945.250000 Penalty: 4579.607422
	Iteration 21Q: 3 clusters Score -1453945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1454058.125000 Penalty: 4579.607422
	Iteration 22Q: 3 clusters Score -1454058 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1454170.250000 Penalty: 4579.607422
	Iteration 23Q: 3 clusters Score -1454170 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1454253.000000 Penalty: 4579.607422
	Iteration 24Q: 3 clusters Score -1454253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1454332.375000 Penalty: 4579.607422
	Iteration 25Q: 3 clusters Score -1454332 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1454403.750000 Penalty: 4579.607422
	Iteration 26Q: 3 clusters Score -1454404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1454478.750000 Penalty: 4579.607422
	Iteration 27Q: 3 clusters Score -1454479 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1454540.875000 Penalty: 4579.607422
	Iteration 28Q: 3 clusters Score -1454541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1454588.375000 Penalty: 4579.607422
	Iteration 29Q: 3 clusters Score -1454588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1454631.000000 Penalty: 4579.607422
	Iteration 30Q: 3 clusters Score -1454631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1454653.375000 Penalty: 4579.607422
	Iteration 31Q: 3 clusters Score -1454653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1454671.750000 Penalty: 4579.607422
	Iteration 32Q: 3 clusters Score -1454672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1454688.250000 Penalty: 4579.607422
	Iteration 33Q: 3 clusters Score -1454688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1454701.500000 Penalty: 4579.607422
	Iteration 34Q: 3 clusters Score -1454702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1454716.750000 Penalty: 4579.607422
	Iteration 35Q: 3 clusters Score -1454717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1454728.625000 Penalty: 4579.607422
	Iteration 36Q: 3 clusters Score -1454729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1454742.125000 Penalty: 4579.607422
	Iteration 37Q: 3 clusters Score -1454742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1454754.000000 Penalty: 4579.607422
	Iteration 38Q: 3 clusters Score -1454754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1454764.250000 Penalty: 4579.607422
	Iteration 39Q: 3 clusters Score -1454764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1454771.875000 Penalty: 4579.607422
	Iteration 40F: 3 clusters Score -1454772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1454780.375000 Penalty: 4579.607422
	Iteration 41Q: 3 clusters Score -1454780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1454790.625000 Penalty: 4579.607422
	Iteration 42Q: 3 clusters Score -1454791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1454796.875000 Penalty: 4579.607422
	Iteration 43Q: 3 clusters Score -1454797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1454801.375000 Penalty: 4579.607422
	Iteration 44Q: 3 clusters Score -1454801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1454801.875000 Penalty: 4579.607422
	Iteration 45Q: 3 clusters Score -1454802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1454799.625000 Penalty: 4579.607422
	Iteration 46Q: 3 clusters Score -1454800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1454800.875000 Penalty: 4579.607422
	Iteration 47Q: 3 clusters Score -1454801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1454801.875000 Penalty: 4579.607422
	Iteration 48Q: 3 clusters Score -1454802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1454802.875000 Penalty: 4579.607422
	Iteration 49Q: 3 clusters Score -1454803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1454805.625000 Penalty: 4579.607422
	Iteration 50Q: 3 clusters Score -1454806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1454805.250000 Penalty: 4579.607422
	Iteration 51Q: 3 clusters Score -1454805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1454807.250000 Penalty: 4579.607422
	Iteration 52Q: 3 clusters Score -1454807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1454805.875000 Penalty: 4579.607422
	Iteration 53Q: 3 clusters Score -1454806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1454808.750000 Penalty: 4579.607422
	Iteration 54Q: 3 clusters Score -1454809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1454811.000000 Penalty: 4579.607422
	Iteration 55Q: 3 clusters Score -1454811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1454809.000000 Penalty: 4579.607422
	Iteration 56Q: 3 clusters Score -1454809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1454808.000000 Penalty: 4579.607422
	Iteration 57Q: 3 clusters Score -1454808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1454814.125000 Penalty: 4579.607422
	Iteration 58Q: 3 clusters Score -1454814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1454813.000000 Penalty: 4579.607422
	Iteration 59Q: 3 clusters Score -1454813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1454818.875000 Penalty: 4579.607422
	Iteration 60F: 3 clusters Score -1454819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1454820.000000 Penalty: 4579.607422
	Iteration 61Q: 3 clusters Score -1454820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1454819.875000 Penalty: 4579.607422
	Iteration 62Q: 3 clusters Score -1454820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1454819.875000 Penalty: 4579.607422
	Iteration 63Q: 3 clusters Score -1454820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1454819.250000 Penalty: 4579.607422
	Iteration 64Q: 3 clusters Score -1454819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1454818.125000 Penalty: 4579.607422
	Iteration 65Q: 3 clusters Score -1454818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1454823.125000 Penalty: 4579.607422
	Iteration 66Q: 3 clusters Score -1454823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1454826.875000 Penalty: 4579.607422
	Iteration 67Q: 3 clusters Score -1454827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1454825.875000 Penalty: 4579.607422
	Iteration 68Q: 3 clusters Score -1454826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1454829.000000 Penalty: 4579.607422
	Iteration 69Q: 3 clusters Score -1454829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1454827.875000 Penalty: 4579.607422
	Iteration 70Q: 3 clusters Score -1454828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1454830.875000 Penalty: 4579.607422
	Iteration 71Q: 3 clusters Score -1454831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1454835.500000 Penalty: 4579.607422
	Iteration 72Q: 3 clusters Score -1454836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1454835.500000 Penalty: 4579.607422
	Iteration 73Q: 3 clusters Score -1454836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1454837.125000 Penalty: 4579.607422
	Iteration 74Q: 3 clusters Score -1454837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1454839.500000 Penalty: 4579.607422
	Iteration 75Q: 3 clusters Score -1454840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1454841.125000 Penalty: 4579.607422
	Iteration 76Q: 3 clusters Score -1454841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1454834.500000 Penalty: 4579.607422
	Iteration 77Q: 3 clusters Score -1454834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1454840.750000 Penalty: 4579.607422
	Iteration 78Q: 3 clusters Score -1454841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1454844.375000 Penalty: 4579.607422
	Iteration 79Q: 3 clusters Score -1454844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1454843.750000 Penalty: 4579.607422
	Iteration 80F: 3 clusters Score -1454844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1454843.625000 Penalty: 4579.607422
	Iteration 81Q: 3 clusters Score -1454844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1454850.250000 Penalty: 4579.607422
	Iteration 82Q: 3 clusters Score -1454850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1454855.000000 Penalty: 4579.607422
	Iteration 83Q: 3 clusters Score -1454855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1454856.250000 Penalty: 4579.607422
	Iteration 84Q: 3 clusters Score -1454856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1454857.125000 Penalty: 4579.607422
	Iteration 85Q: 3 clusters Score -1454857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1454855.375000 Penalty: 4579.607422
	Iteration 86Q: 3 clusters Score -1454855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1454858.625000 Penalty: 4579.607422
	Iteration 87Q: 3 clusters Score -1454859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1454862.875000 Penalty: 4579.607422
	Iteration 88Q: 3 clusters Score -1454863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1454862.000000 Penalty: 4579.607422
	Iteration 89Q: 3 clusters Score -1454862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1454861.375000 Penalty: 4579.607422
	Iteration 90Q: 3 clusters Score -1454861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1454866.000000 Penalty: 4579.607422
	Iteration 91Q: 3 clusters Score -1454866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1454867.625000 Penalty: 4579.607422
	Iteration 92Q: 3 clusters Score -1454868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1454867.125000 Penalty: 4579.607422
	Iteration 93Q: 3 clusters Score -1454867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1454866.500000 Penalty: 4579.607422
	Iteration 94Q: 3 clusters Score -1454866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1454868.250000 Penalty: 4579.607422
	Iteration 95Q: 3 clusters Score -1454868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1454871.500000 Penalty: 4579.607422
	Iteration 96Q: 3 clusters Score -1454872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1454868.125000 Penalty: 4579.607422
	Iteration 97Q: 3 clusters Score -1454868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1454874.000000 Penalty: 4579.607422
	Iteration 98Q: 3 clusters Score -1454874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1454873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1454873.375000 Penalty: 4579.607422
	Iteration 100F: 3 clusters Score -1454873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1454874.625000 Penalty: 4579.607422
	Iteration 101Q: 3 clusters Score -1454875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1454877.500000 Penalty: 4579.607422
	Iteration 102Q: 3 clusters Score -1454878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1454882.875000 Penalty: 4579.607422
	Iteration 103Q: 3 clusters Score -1454883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1454886.500000 Penalty: 4579.607422
	Iteration 104Q: 3 clusters Score -1454886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1454883.875000 Penalty: 4579.607422
	Iteration 105Q: 3 clusters Score -1454884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1454886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1454891.750000 Penalty: 4579.607422
	Iteration 107Q: 3 clusters Score -1454892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1454895.250000 Penalty: 4579.607422
	Iteration 108Q: 3 clusters Score -1454895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1454897.000000 Penalty: 4579.607422
	Iteration 109Q: 3 clusters Score -1454897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1454895.500000 Penalty: 4579.607422
	Iteration 110Q: 3 clusters Score -1454896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1454893.250000 Penalty: 4579.607422
	Iteration 111Q: 3 clusters Score -1454893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1454896.500000 Penalty: 4579.607422
	Iteration 112Q: 3 clusters Score -1454896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1454896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1454896.000000 Penalty: 4579.607422
	Iteration 114Q: 3 clusters Score -1454896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1454900.625000 Penalty: 4579.607422
	Iteration 115Q: 3 clusters Score -1454901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1454899.875000 Penalty: 4579.607422
	Iteration 116Q: 3 clusters Score -1454900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1454902.000000 Penalty: 4579.607422
	Iteration 117Q: 3 clusters Score -1454902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1454905.000000 Penalty: 4579.607422
	Iteration 118Q: 3 clusters Score -1454905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1454907.500000 Penalty: 4579.607422
	Iteration 119Q: 3 clusters Score -1454908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1454902.250000 Penalty: 4579.607422
	Iteration 120F: 3 clusters Score -1454902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1454908.625000 Penalty: 4579.607422
	Iteration 121Q: 3 clusters Score -1454909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1454907.000000 Penalty: 4579.607422
	Iteration 122Q: 3 clusters Score -1454907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1454908.875000 Penalty: 4579.607422
	Iteration 123Q: 3 clusters Score -1454909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1454909.375000 Penalty: 4579.607422
	Iteration 124Q: 3 clusters Score -1454909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1454906.875000 Penalty: 4579.607422
	Iteration 125Q: 3 clusters Score -1454907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1454906.625000 Penalty: 4579.607422
	Iteration 126Q: 3 clusters Score -1454907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1454907.750000 Penalty: 4579.607422
	Iteration 127Q: 3 clusters Score -1454908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1454907.750000 Penalty: 4579.607422
	Iteration 128Q: 3 clusters Score -1454908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1454909.250000 Penalty: 4579.607422
	Iteration 129Q: 3 clusters Score -1454909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1454912.750000 Penalty: 4579.607422
	Iteration 130Q: 3 clusters Score -1454913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1454918.250000 Penalty: 4579.607422
	Iteration 131Q: 3 clusters Score -1454918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1454918.500000 Penalty: 4579.607422
	Iteration 132Q: 3 clusters Score -1454918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1454921.625000 Penalty: 4579.607422
	Iteration 133Q: 3 clusters Score -1454922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1454921.375000 Penalty: 4579.607422
	Iteration 134Q: 3 clusters Score -1454921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1454923.500000 Penalty: 4579.607422
	Iteration 135Q: 3 clusters Score -1454924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1454925.625000 Penalty: 4579.607422
	Iteration 136Q: 3 clusters Score -1454926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1454925.625000 Penalty: 4579.607422
	Iteration 137Q: 3 clusters Score -1454926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1454925.750000 Penalty: 4579.607422
	Iteration 138Q: 3 clusters Score -1454926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1454925.250000 Penalty: 4579.607422
	Iteration 139Q: 3 clusters Score -1454925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1454927.875000 Penalty: 4579.607422
	Iteration 140F: 3 clusters Score -1454928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1454931.750000 Penalty: 4579.607422
	Iteration 141Q: 3 clusters Score -1454932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1454930.375000 Penalty: 4579.607422
	Iteration 142Q: 3 clusters Score -1454930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1454934.250000 Penalty: 4579.607422
	Iteration 143Q: 3 clusters Score -1454934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1454934.250000 Penalty: 4579.607422
	Iteration 144Q: 3 clusters Score -1454934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1454931.500000 Penalty: 4579.607422
	Iteration 145Q: 3 clusters Score -1454932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1454934.375000 Penalty: 4579.607422
	Iteration 146Q: 3 clusters Score -1454934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1454936.125000 Penalty: 4579.607422
	Iteration 147Q: 3 clusters Score -1454936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1454937.375000 Penalty: 4579.607422
	Iteration 148Q: 3 clusters Score -1454937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1454937.125000 Penalty: 4579.607422
	Iteration 149Q: 3 clusters Score -1454937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1454939.875000 Penalty: 4579.607422
	Iteration 150Q: 3 clusters Score -1454940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1454937.375000 Penalty: 4579.607422
	Iteration 151Q: 3 clusters Score -1454937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1454940.875000 Penalty: 4579.607422
	Iteration 152Q: 3 clusters Score -1454941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1454940.625000 Penalty: 4579.607422
	Iteration 153Q: 3 clusters Score -1454941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1454939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1454940.375000 Penalty: 4579.607422
	Iteration 155Q: 3 clusters Score -1454940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1454941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1454941.500000 Penalty: 4579.607422
	Iteration 157Q: 3 clusters Score -1454942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1454942.875000 Penalty: 4579.607422
	Iteration 158Q: 3 clusters Score -1454943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1454943.875000 Penalty: 4579.607422
	Iteration 159Q: 3 clusters Score -1454944 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1454945.125000 Penalty: 4579.607422
	Iteration 160F: 3 clusters Score -1454945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1454944.750000 Penalty: 4579.607422
	Iteration 161Q: 3 clusters Score -1454945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1454944.750000 Penalty: 4579.607422
	Iteration 162Q: 3 clusters Score -1454945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1454943.625000 Penalty: 4579.607422
	Iteration 163Q: 3 clusters Score -1454944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1454941.750000 Penalty: 4579.607422
	Iteration 164Q: 3 clusters Score -1454942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1454945.000000 Penalty: 4579.607422
	Iteration 165Q: 3 clusters Score -1454945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1454946.875000 Penalty: 4579.607422
	Iteration 166Q: 3 clusters Score -1454947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1454950.500000 Penalty: 4579.607422
	Iteration 167Q: 3 clusters Score -1454950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1454952.250000 Penalty: 4579.607422
	Iteration 168Q: 3 clusters Score -1454952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1454957.750000 Penalty: 4579.607422
	Iteration 169Q: 3 clusters Score -1454958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1454957.250000 Penalty: 4579.607422
	Iteration 170Q: 3 clusters Score -1454957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1454964.250000 Penalty: 4579.607422
	Iteration 171Q: 3 clusters Score -1454964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1454964.625000 Penalty: 4579.607422
	Iteration 172Q: 3 clusters Score -1454965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1454971.750000 Penalty: 4579.607422
	Iteration 173Q: 3 clusters Score -1454972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1454978.125000 Penalty: 4579.607422
	Iteration 174Q: 3 clusters Score -1454978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1454974.500000 Penalty: 4579.607422
	Iteration 175Q: 3 clusters Score -1454974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1454979.875000 Penalty: 4579.607422
	Iteration 176Q: 3 clusters Score -1454980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1454979.500000 Penalty: 4579.607422
	Iteration 177Q: 3 clusters Score -1454980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1454979.375000 Penalty: 4579.607422
	Iteration 178Q: 3 clusters Score -1454979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1454982.750000 Penalty: 4579.607422
	Iteration 179Q: 3 clusters Score -1454983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1454983.000000 Penalty: 4579.607422
	Iteration 180F: 3 clusters Score -1454983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1454984.125000 Penalty: 4579.607422
	Iteration 181Q: 3 clusters Score -1454984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1454984.625000 Penalty: 4579.607422
	Iteration 182Q: 3 clusters Score -1454985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1454987.750000 Penalty: 4579.607422
	Iteration 183Q: 3 clusters Score -1454988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1454988.500000 Penalty: 4579.607422
	Iteration 184Q: 3 clusters Score -1454988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1454986.250000 Penalty: 4579.607422
	Iteration 185Q: 3 clusters Score -1454986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1454993.375000 Penalty: 4579.607422
	Iteration 186Q: 3 clusters Score -1454993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1454990.000000 Penalty: 4579.607422
	Iteration 187Q: 3 clusters Score -1454990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1454993.125000 Penalty: 4579.607422
	Iteration 188Q: 3 clusters Score -1454993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1454991.375000 Penalty: 4579.607422
	Iteration 189Q: 3 clusters Score -1454991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1454991.750000 Penalty: 4579.607422
	Iteration 190Q: 3 clusters Score -1454992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1454993.000000 Penalty: 4579.607422
	Iteration 191Q: 3 clusters Score -1454993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1454993.750000 Penalty: 4579.607422
	Iteration 192Q: 3 clusters Score -1454994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1454992.625000 Penalty: 4579.607422
	Iteration 193Q: 3 clusters Score -1454993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1454992.625000 Penalty: 4579.607422
	Iteration 194F: 3 clusters Score -1454993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Entering Unmasked Estep 
Score: -1762234.250000 Penalty: 2356.190674
	Iteration 0F: 2 clusters Score -1762234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1752425.125000 Penalty: 4712.381348
	Iteration 0F: 3 clusters Score -1752425 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1755682.250000 Penalty: 4712.381348
	Iteration 1F: 3 clusters Score -1755682 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1756055.000000 Penalty: 4712.381348
	Iteration 2F: 3 clusters Score -1756055 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1756326.500000 Penalty: 4712.381348
	Iteration 3Q: 3 clusters Score -1756326 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1756546.750000 Penalty: 4712.381348
	Iteration 4Q: 3 clusters Score -1756547 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1756731.125000 Penalty: 4712.381348
	Iteration 5Q: 3 clusters Score -1756731 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1756927.875000 Penalty: 4712.381348
	Iteration 6Q: 3 clusters Score -1756928 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1757111.375000 Penalty: 4712.381348
	Iteration 7Q: 3 clusters Score -1757111 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1757301.250000 Penalty: 4712.381348
	Iteration 8Q: 3 clusters Score -1757301 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1757501.500000 Penalty: 4712.381348
	Iteration 9Q: 3 clusters Score -1757502 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1757732.125000 Penalty: 4712.381348
	Iteration 10Q: 3 clusters Score -1757732 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1757957.125000 Penalty: 4712.381348
	Iteration 11Q: 3 clusters Score -1757957 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1758208.875000 Penalty: 4712.381348
	Iteration 12Q: 3 clusters Score -1758209 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1758502.500000 Penalty: 4712.381348
	Iteration 13Q: 3 clusters Score -1758502 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1758762.500000 Penalty: 4712.381348
	Iteration 14Q: 3 clusters Score -1758762 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1758977.500000 Penalty: 4712.381348
	Iteration 15Q: 3 clusters Score -1758978 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1759183.375000 Penalty: 4712.381348
	Iteration 16Q: 3 clusters Score -1759183 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1759367.750000 Penalty: 4712.381348
	Iteration 17Q: 3 clusters Score -1759368 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1759531.250000 Penalty: 4712.381348
	Iteration 18Q: 3 clusters Score -1759531 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1759678.250000 Penalty: 4712.381348
	Iteration 19Q: 3 clusters Score -1759678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1759804.500000 Penalty: 4712.381348
	Iteration 20F: 3 clusters Score -1759804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1759893.375000 Penalty: 4712.381348
	Iteration 21Q: 3 clusters Score -1759893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1759960.125000 Penalty: 4712.381348
	Iteration 22Q: 3 clusters Score -1759960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1760013.750000 Penalty: 4712.381348
	Iteration 23Q: 3 clusters Score -1760014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1760058.125000 Penalty: 4712.381348
	Iteration 24Q: 3 clusters Score -1760058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1760088.875000 Penalty: 4712.381348
	Iteration 25Q: 3 clusters Score -1760089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1760131.125000 Penalty: 4712.381348
	Iteration 26Q: 3 clusters Score -1760131 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1760175.750000 Penalty: 4712.381348
	Iteration 27Q: 3 clusters Score -1760176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1760216.000000 Penalty: 4712.381348
	Iteration 28Q: 3 clusters Score -1760216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1760258.625000 Penalty: 4712.381348
	Iteration 29Q: 3 clusters Score -1760259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1760294.250000 Penalty: 4712.381348
	Iteration 30Q: 3 clusters Score -1760294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1760317.250000 Penalty: 4712.381348
	Iteration 31Q: 3 clusters Score -1760317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1760331.625000 Penalty: 4712.381348
	Iteration 32Q: 3 clusters Score -1760332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1760335.875000 Penalty: 4712.381348
	Iteration 33Q: 3 clusters Score -1760336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1760348.500000 Penalty: 4712.381348
	Iteration 34Q: 3 clusters Score -1760348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1760346.125000 Penalty: 4712.381348
	Iteration 35Q: 3 clusters Score -1760346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1760353.250000 Penalty: 4712.381348
	Iteration 36Q: 3 clusters Score -1760353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1760352.250000 Penalty: 4712.381348
	Iteration 37Q: 3 clusters Score -1760352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1760358.500000 Penalty: 4712.381348
	Iteration 38Q: 3 clusters Score -1760358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1760362.125000 Penalty: 4712.381348
	Iteration 39Q: 3 clusters Score -1760362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1760369.625000 Penalty: 4712.381348
	Iteration 40F: 3 clusters Score -1760370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1760371.250000 Penalty: 4712.381348
	Iteration 41Q: 3 clusters Score -1760371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1760371.250000 Penalty: 4712.381348
	Iteration 42Q: 3 clusters Score -1760371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1760379.125000 Penalty: 4712.381348
	Iteration 43Q: 3 clusters Score -1760379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1760380.125000 Penalty: 4712.381348
	Iteration 44Q: 3 clusters Score -1760380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1760384.250000 Penalty: 4712.381348
	Iteration 45Q: 3 clusters Score -1760384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1760390.375000 Penalty: 4712.381348
	Iteration 46Q: 3 clusters Score -1760390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1760397.375000 Penalty: 4712.381348
	Iteration 47Q: 3 clusters Score -1760397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1760397.375000 Penalty: 4712.381348
	Iteration 48Q: 3 clusters Score -1760397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1760400.250000 Penalty: 4712.381348
	Iteration 49Q: 3 clusters Score -1760400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1760402.875000 Penalty: 4712.381348
	Iteration 50Q: 3 clusters Score -1760403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1760404.000000 Penalty: 4712.381348
	Iteration 51Q: 3 clusters Score -1760404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1760412.000000 Penalty: 4712.381348
	Iteration 52Q: 3 clusters Score -1760412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1760409.250000 Penalty: 4712.381348
	Iteration 53Q: 3 clusters Score -1760409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1760412.375000 Penalty: 4712.381348
	Iteration 54Q: 3 clusters Score -1760412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1760422.000000 Penalty: 4712.381348
	Iteration 55Q: 3 clusters Score -1760422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1760425.625000 Penalty: 4712.381348
	Iteration 56Q: 3 clusters Score -1760426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1760427.625000 Penalty: 4712.381348
	Iteration 57Q: 3 clusters Score -1760428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1760430.375000 Penalty: 4712.381348
	Iteration 58Q: 3 clusters Score -1760430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1760430.000000 Penalty: 4712.381348
	Iteration 59Q: 3 clusters Score -1760430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1760433.750000 Penalty: 4712.381348
	Iteration 60F: 3 clusters Score -1760434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1760433.500000 Penalty: 4712.381348
	Iteration 61Q: 3 clusters Score -1760434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1760435.250000 Penalty: 4712.381348
	Iteration 62Q: 3 clusters Score -1760435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1760433.375000 Penalty: 4712.381348
	Iteration 63Q: 3 clusters Score -1760433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1760431.875000 Penalty: 4712.381348
	Iteration 64Q: 3 clusters Score -1760432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1760430.000000 Penalty: 4712.381348
	Iteration 65Q: 3 clusters Score -1760430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1760430.000000 Penalty: 4712.381348
	Iteration 66F: 3 clusters Score -1760430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Entering Unmasked Estep 
Score: -5336651.000000 Penalty: 2601.567139
	Iteration 0F: 2 clusters Score -5336651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5312183.000000 Penalty: 5203.134277
	Iteration 0F: 3 clusters Score -5312183 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -5321112.000000 Penalty: 5203.134277
	Iteration 1F: 3 clusters Score -5321112 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5321531.000000 Penalty: 5203.134277
	Iteration 2Q: 3 clusters Score -5321531 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5321858.000000 Penalty: 5203.134277
	Iteration 3Q: 3 clusters Score -5321858 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5322153.000000 Penalty: 5203.134277
	Iteration 4Q: 3 clusters Score -5322153 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5322462.500000 Penalty: 5203.134277
	Iteration 5Q: 3 clusters Score -5322462 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5322780.000000 Penalty: 5203.134277
	Iteration 6Q: 3 clusters Score -5322780 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5323166.500000 Penalty: 5203.134277
	Iteration 7Q: 3 clusters Score -5323166 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5323643.000000 Penalty: 5203.134277
	Iteration 8Q: 3 clusters Score -5323643 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5324267.500000 Penalty: 5203.134277
	Iteration 9Q: 3 clusters Score -5324268 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5325096.000000 Penalty: 5203.134277
	Iteration 10Q: 3 clusters Score -5325096 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5326237.500000 Penalty: 5203.134277
	Iteration 11F: 3 clusters Score -5326238 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5327831.500000 Penalty: 5203.134277
	Iteration 12F: 3 clusters Score -5327832 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5329665.000000 Penalty: 5203.134277
	Iteration 13F: 3 clusters Score -5329665 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5331246.500000 Penalty: 5203.134277
	Iteration 14F: 3 clusters Score -5331246 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5332579.000000 Penalty: 5203.134277
	Iteration 15Q: 3 clusters Score -5332579 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5333365.500000 Penalty: 5203.134277
	Iteration 16Q: 3 clusters Score -5333366 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5333787.500000 Penalty: 5203.134277
	Iteration 17Q: 3 clusters Score -5333788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5334008.000000 Penalty: 5203.134277
	Iteration 18Q: 3 clusters Score -5334008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5334130.500000 Penalty: 5203.134277
	Iteration 19Q: 3 clusters Score -5334130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5334213.000000 Penalty: 5203.134277
	Iteration 20F: 3 clusters Score -5334213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5334279.500000 Penalty: 5203.134277
	Iteration 21Q: 3 clusters Score -5334280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5334314.500000 Penalty: 5203.134277
	Iteration 22Q: 3 clusters Score -5334314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5334329.000000 Penalty: 5203.134277
	Iteration 23Q: 3 clusters Score -5334329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5334350.500000 Penalty: 5203.134277
	Iteration 24Q: 3 clusters Score -5334350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5334365.000000 Penalty: 5203.134277
	Iteration 25Q: 3 clusters Score -5334365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5334368.000000 Penalty: 5203.134277
	Iteration 26Q: 3 clusters Score -5334368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5334371.500000 Penalty: 5203.134277
	Iteration 27Q: 3 clusters Score -5334372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5334377.500000 Penalty: 5203.134277
	Iteration 28Q: 3 clusters Score -5334378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5334389.000000 Penalty: 5203.134277
	Iteration 29Q: 3 clusters Score -5334389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5334401.000000 Penalty: 5203.134277
	Iteration 30Q: 3 clusters Score -5334401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5334402.500000 Penalty: 5203.134277
	Iteration 31Q: 3 clusters Score -5334402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5334407.000000 Penalty: 5203.134277
	Iteration 32Q: 3 clusters Score -5334407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5334406.500000 Penalty: 5203.134277
	Iteration 33Q: 3 clusters Score -5334406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5334406.500000 Penalty: 5203.134277
	Iteration 34F: 3 clusters Score -5334406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Entering Unmasked Estep 
Score: -6548966.500000 Penalty: 2654.710938
	Iteration 0F: 2 clusters Score -6548966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6518895.500000 Penalty: 5309.421875
	Iteration 0F: 3 clusters Score -6518896 nChanged 20562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6530255.000000 Penalty: 5309.421875
	Iteration 1F: 3 clusters Score -6530255 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6530847.500000 Penalty: 5309.421875
	Iteration 2Q: 3 clusters Score -6530848 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -6531572.500000 Penalty: 5309.421875
	Iteration 3Q: 3 clusters Score -6531572 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -6532553.000000 Penalty: 5309.421875
	Iteration 4Q: 3 clusters Score -6532553 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -6534013.500000 Penalty: 5309.421875
	Iteration 5F: 3 clusters Score -6534014 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -6536255.000000 Penalty: 5309.421875
	Iteration 6F: 3 clusters Score -6536255 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6539032.500000 Penalty: 5309.421875
	Iteration 7F: 3 clusters Score -6539032 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -6541911.500000 Penalty: 5309.421875
	Iteration 8F: 3 clusters Score -6541912 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -6544183.000000 Penalty: 5309.421875
	Iteration 9F: 3 clusters Score -6544183 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -6545500.000000 Penalty: 5309.421875
	Iteration 10Q: 3 clusters Score -6545500 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6546088.500000 Penalty: 5309.421875
	Iteration 11Q: 3 clusters Score -6546088 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -6546338.000000 Penalty: 5309.421875
	Iteration 12Q: 3 clusters Score -6546338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -6546474.500000 Penalty: 5309.421875
	Iteration 13Q: 3 clusters Score -6546474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -6546573.500000 Penalty: 5309.421875
	Iteration 14Q: 3 clusters Score -6546574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6546615.000000 Penalty: 5309.421875
	Iteration 15Q: 3 clusters Score -6546615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -6546644.000000 Penalty: 5309.421875
	Iteration 16Q: 3 clusters Score -6546644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6546656.000000 Penalty: 5309.421875
	Iteration 17Q: 3 clusters Score -6546656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -6546660.000000 Penalty: 5309.421875
	Iteration 18Q: 3 clusters Score -6546660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -6546675.500000 Penalty: 5309.421875
	Iteration 19Q: 3 clusters Score -6546676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -6546679.500000 Penalty: 5309.421875
	Iteration 20F: 3 clusters Score -6546680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -6546681.000000 Penalty: 5309.421875
	Iteration 21Q: 3 clusters Score -6546681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6546688.500000 Penalty: 5309.421875
	Iteration 22Q: 3 clusters Score -6546688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -6546689.500000 Penalty: 5309.421875
	Iteration 23Q: 3 clusters Score -6546690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6546695.000000 Penalty: 5309.421875
	Iteration 24Q: 3 clusters Score -6546695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -6546700.000000 Penalty: 5309.421875
	Iteration 25Q: 3 clusters Score -6546700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6546700.500000 Penalty: 5309.421875
	Iteration 26Q: 3 clusters Score -6546700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6546700.500000 Penalty: 5309.421875
	Iteration 27F: 3 clusters Score -6546700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Entering Unmasked Estep 
Score: -5794517.500000 Penalty: 2630.893066
	Iteration 0F: 2 clusters Score -5794518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5767020.500000 Penalty: 5261.786133
	Iteration 0F: 3 clusters Score -5767020 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5777127.500000 Penalty: 5261.786133
	Iteration 1F: 3 clusters Score -5777128 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -5777699.500000 Penalty: 5261.786133
	Iteration 2Q: 3 clusters Score -5777700 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5778306.500000 Penalty: 5261.786133
	Iteration 3Q: 3 clusters Score -5778306 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5779073.500000 Penalty: 5261.786133
	Iteration 4Q: 3 clusters Score -5779074 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5780026.000000 Penalty: 5261.786133
	Iteration 5Q: 3 clusters Score -5780026 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5781269.500000 Penalty: 5261.786133
	Iteration 6F: 3 clusters Score -5781270 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5782644.500000 Penalty: 5261.786133
	Iteration 7F: 3 clusters Score -5782644 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5784204.500000 Penalty: 5261.786133
	Iteration 8F: 3 clusters Score -5784204 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5785787.000000 Penalty: 5261.786133
	Iteration 9F: 3 clusters Score -5785787 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5787346.000000 Penalty: 5261.786133
	Iteration 10F: 3 clusters Score -5787346 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5788941.500000 Penalty: 5261.786133
	Iteration 11F: 3 clusters Score -5788942 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5790365.500000 Penalty: 5261.786133
	Iteration 12Q: 3 clusters Score -5790366 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5791186.500000 Penalty: 5261.786133
	Iteration 13Q: 3 clusters Score -5791186 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5791527.000000 Penalty: 5261.786133
	Iteration 14Q: 3 clusters Score -5791527 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5791766.500000 Penalty: 5261.786133
	Iteration 15Q: 3 clusters Score -5791766 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5791881.000000 Penalty: 5261.786133
	Iteration 16Q: 3 clusters Score -5791881 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5791965 nChanged 343
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Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5792214 nChanged 270
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Mstep: Class 1 contains 28239 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28510 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28808 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29451 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5792692 nChanged 364
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Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5792790 nChanged 356
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Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5792850 nChanged 319
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Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5792947 nChanged 339
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Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5793105 nChanged 317
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Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5793184 nChanged 275
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Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5793332 nChanged 196
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Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33286 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5793410 nChanged 174
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Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5793426 nChanged 154
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Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5793474 nChanged 137
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Mstep: Class 1 contains 33751 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5793470 nChanged 112
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Mstep: Class 1 contains 33863 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5793484 nChanged 94
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Mstep: Class 1 contains 33957 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34053 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34150 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34248 members 
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Mstep: Class 1 contains 34349 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5793648 nChanged 33
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5793656 nChanged 19
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5793664 nChanged 15
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5793662 nChanged 15
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5793663 nChanged 12
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5793667 nChanged 13
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Mstep: Class 1 contains 35002 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5793668 nChanged 16
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	Iteration 65Q: 3 clusters Score -5793667 nChanged 8
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5793678 nChanged 8
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5793674 nChanged 5
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	Iteration 68Q: 3 clusters Score -5793680 nChanged 6
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	Iteration 69Q: 3 clusters Score -5793678 nChanged 6
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	Iteration 71Q: 3 clusters Score -5793676 nChanged 5
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	Iteration 72Q: 3 clusters Score -5793674 nChanged 12
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5793678 nChanged 6
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	Iteration 74Q: 3 clusters Score -5793674 nChanged 7
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	Iteration 75Q: 3 clusters Score -5793678 nChanged 3
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5793674 nChanged 6
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5793676 nChanged 6
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5793682 nChanged 7
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5793679 nChanged 7
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5793678 nChanged 6
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5793688 nChanged 7
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	Iteration 82Q: 3 clusters Score -5793685 nChanged 5
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5793687 nChanged 7
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5793684 nChanged 6
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5793691 nChanged 6
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5793686 nChanged 9
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5793691 nChanged 10
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5793693 nChanged 12
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Mstep: Class 1 contains 35176 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5793694 nChanged 10
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5793696 nChanged 9
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	Iteration 91Q: 3 clusters Score -5793696 nChanged 10
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	Iteration 92Q: 3 clusters Score -5793700 nChanged 6
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	Iteration 93Q: 3 clusters Score -5793700 nChanged 2
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	Iteration 94Q: 3 clusters Score -5793702 nChanged 5
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	Iteration 95Q: 3 clusters Score -5793698 nChanged 8
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5793704 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5793703 nChanged 5
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5793705 nChanged 3
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	Iteration 99Q: 3 clusters Score -5793700 nChanged 3
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	Iteration 100F: 3 clusters Score -5793698 nChanged 4
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	Iteration 101Q: 3 clusters Score -5793702 nChanged 2
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	Iteration 102Q: 3 clusters Score -5793702 nChanged 4
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	Iteration 103Q: 3 clusters Score -5793700 nChanged 4
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	Iteration 104Q: 3 clusters Score -5793704 nChanged 4
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	Iteration 105Q: 3 clusters Score -5793710 nChanged 1
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	Iteration 106Q: 3 clusters Score -5793714 nChanged 1
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	Iteration 107Q: 3 clusters Score -5793713 nChanged 0
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Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -5793713.000000 Penalty: 5261.786133
	Iteration 108F: 3 clusters Score -5793713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -934774.562500 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -934774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -929136.875000 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -929136.9 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -930717.375000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -930717.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -931048.937500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -931048.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -931380.687500 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -931380.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -931698.875000 Penalty: 4387.434082
	Iteration 4F: 3 clusters Score -931698.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -932021.125000 Penalty: 4387.434082
	Iteration 5F: 3 clusters Score -932021.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -932389.937500 Penalty: 4387.434082
	Iteration 6F: 3 clusters Score -932389.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -932764.437500 Penalty: 4387.434082
	Iteration 7F: 3 clusters Score -932764.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -933073.812500 Penalty: 4387.434082
	Iteration 8F: 3 clusters Score -933073.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -933357.875000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -933357.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -933610.937500 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -933610.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -933745.687500 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -933745.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -933848.437500 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -933848.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -933940.062500 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -933940.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -934000.000000 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -934000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -934033.000000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -934033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -934053.812500 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -934053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -934068.000000 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -934068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -934076.000000 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -934076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -934081.437500 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -934081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -934085.937500 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -934085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -934088.312500 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -934088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -934088.937500 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -934088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -934088.937500 Penalty: 4387.434082
	Iteration 23F: 3 clusters Score -934088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -378270.406250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -378270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374936.187500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -374936.2 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -375716.812500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -375716.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -375984.281250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -375984.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -376156.687500 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -376156.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -376303.906250 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -376303.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -376446.218750 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -376446.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -376553.343750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -376553.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -376641.343750 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -376641.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -376714.750000 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -376714.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -376773.437500 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -376773.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -376816.125000 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -376816.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -376841.468750 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -376841.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -376868.250000 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -376868.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -376894.750000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -376894.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -376912.062500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -376912.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -376927.093750 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -376927.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -376948.281250 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -376948.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -376971.156250 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -376971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -376986.625000 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -376986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -376997.843750 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -376997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -377004.625000 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -377004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -377012.687500 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -377012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -377016.781250 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -377016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -377018.062500 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -377018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -377020.281250 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -377020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -377021.531250 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -377021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -377024.625000 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -377024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -377028.156250 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -377028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -377030.500000 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -377030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -377033.906250 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -377033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -377034.625000 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -377034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -377035.843750 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -377035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -377035.843750 Penalty: 3999.435059
	Iteration 32F: 3 clusters Score -377035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Entering Unmasked Estep 
Score: -5840327.000000 Penalty: 2640.973145
	Iteration 0F: 2 clusters Score -5840327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5811756.000000 Penalty: 5281.946289
	Iteration 0F: 3 clusters Score -5811756 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5823033.000000 Penalty: 5281.946289
	Iteration 1F: 3 clusters Score -5823033 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5824267.500000 Penalty: 5281.946289
	Iteration 2F: 3 clusters Score -5824268 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5825470.500000 Penalty: 5281.946289
	Iteration 3F: 3 clusters Score -5825470 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5826707.500000 Penalty: 5281.946289
	Iteration 4F: 3 clusters Score -5826708 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5827967.500000 Penalty: 5281.946289
	Iteration 5F: 3 clusters Score -5827968 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5829063.500000 Penalty: 5281.946289
	Iteration 6F: 3 clusters Score -5829064 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5830064.500000 Penalty: 5281.946289
	Iteration 7Q: 3 clusters Score -5830064 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5831055.000000 Penalty: 5281.946289
	Iteration 8Q: 3 clusters Score -5831055 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5831757.500000 Penalty: 5281.946289
	Iteration 9Q: 3 clusters Score -5831758 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -5832280.500000 Penalty: 5281.946289
	Iteration 10Q: 3 clusters Score -5832280 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5832669.500000 Penalty: 5281.946289
	Iteration 11Q: 3 clusters Score -5832670 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5832970.500000 Penalty: 5281.946289
	Iteration 12Q: 3 clusters Score -5832970 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -5833170.500000 Penalty: 5281.946289
	Iteration 13Q: 3 clusters Score -5833170 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -5833371.000000 Penalty: 5281.946289
	Iteration 14Q: 3 clusters Score -5833371 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5833568.500000 Penalty: 5281.946289
	Iteration 15Q: 3 clusters Score -5833568 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5833728.500000 Penalty: 5281.946289
	Iteration 16Q: 3 clusters Score -5833728 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5833950.000000 Penalty: 5281.946289
	Iteration 17Q: 3 clusters Score -5833950 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5834155.500000 Penalty: 5281.946289
	Iteration 18Q: 3 clusters Score -5834156 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5834371.000000 Penalty: 5281.946289
	Iteration 19Q: 3 clusters Score -5834371 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5834543.000000 Penalty: 5281.946289
	Iteration 20F: 3 clusters Score -5834543 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5834764.500000 Penalty: 5281.946289
	Iteration 21Q: 3 clusters Score -5834764 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5834979.000000 Penalty: 5281.946289
	Iteration 22Q: 3 clusters Score -5834979 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5835246.500000 Penalty: 5281.946289
	Iteration 23Q: 3 clusters Score -5835246 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5835550.500000 Penalty: 5281.946289
	Iteration 24Q: 3 clusters Score -5835550 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5835862.000000 Penalty: 5281.946289
	Iteration 25Q: 3 clusters Score -5835862 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5836166.500000 Penalty: 5281.946289
	Iteration 26Q: 3 clusters Score -5836166 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5836480.000000 Penalty: 5281.946289
	Iteration 27Q: 3 clusters Score -5836480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5836795.500000 Penalty: 5281.946289
	Iteration 28Q: 3 clusters Score -5836796 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5837079.500000 Penalty: 5281.946289
	Iteration 29Q: 3 clusters Score -5837080 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5837301.500000 Penalty: 5281.946289
	Iteration 30Q: 3 clusters Score -5837302 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5837498.000000 Penalty: 5281.946289
	Iteration 31Q: 3 clusters Score -5837498 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5837681.000000 Penalty: 5281.946289
	Iteration 32Q: 3 clusters Score -5837681 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5837819.500000 Penalty: 5281.946289
	Iteration 33Q: 3 clusters Score -5837820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5837925.500000 Penalty: 5281.946289
	Iteration 34Q: 3 clusters Score -5837926 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5838007.500000 Penalty: 5281.946289
	Iteration 35Q: 3 clusters Score -5838008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5838075.000000 Penalty: 5281.946289
	Iteration 36Q: 3 clusters Score -5838075 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5838122.500000 Penalty: 5281.946289
	Iteration 37Q: 3 clusters Score -5838122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -5838165.500000 Penalty: 5281.946289
	Iteration 38Q: 3 clusters Score -5838166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5838198.500000 Penalty: 5281.946289
	Iteration 39Q: 3 clusters Score -5838198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -5838214.500000 Penalty: 5281.946289
	Iteration 40F: 3 clusters Score -5838214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5838237.000000 Penalty: 5281.946289
	Iteration 41Q: 3 clusters Score -5838237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5838256.500000 Penalty: 5281.946289
	Iteration 42Q: 3 clusters Score -5838256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -5838270.500000 Penalty: 5281.946289
	Iteration 43Q: 3 clusters Score -5838270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5838264.000000 Penalty: 5281.946289
	Iteration 44Q: 3 clusters Score -5838264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -5838286.000000 Penalty: 5281.946289
	Iteration 45Q: 3 clusters Score -5838286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5838285.500000 Penalty: 5281.946289
	Iteration 46Q: 3 clusters Score -5838286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5838305.500000 Penalty: 5281.946289
	Iteration 47Q: 3 clusters Score -5838306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5838306.500000 Penalty: 5281.946289
	Iteration 48Q: 3 clusters Score -5838306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5838317.000000 Penalty: 5281.946289
	Iteration 49Q: 3 clusters Score -5838317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5838324.500000 Penalty: 5281.946289
	Iteration 50Q: 3 clusters Score -5838324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5838333.500000 Penalty: 5281.946289
	Iteration 51Q: 3 clusters Score -5838334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5838340.000000 Penalty: 5281.946289
	Iteration 52Q: 3 clusters Score -5838340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -5838346.500000 Penalty: 5281.946289
	Iteration 53Q: 3 clusters Score -5838346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5838360.000000 Penalty: 5281.946289
	Iteration 54Q: 3 clusters Score -5838360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5838367.000000 Penalty: 5281.946289
	Iteration 55Q: 3 clusters Score -5838367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5838376.000000 Penalty: 5281.946289
	Iteration 56Q: 3 clusters Score -5838376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5838374.000000 Penalty: 5281.946289
	Iteration 57Q: 3 clusters Score -5838374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5838373.000000 Penalty: 5281.946289
	Iteration 58Q: 3 clusters Score -5838373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5838392.500000 Penalty: 5281.946289
	Iteration 59Q: 3 clusters Score -5838392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5838395.000000 Penalty: 5281.946289
	Iteration 60F: 3 clusters Score -5838395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5838396.000000 Penalty: 5281.946289
	Iteration 61Q: 3 clusters Score -5838396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -5838394.500000 Penalty: 5281.946289
	Iteration 62Q: 3 clusters Score -5838394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5838394.500000 Penalty: 5281.946289
	Iteration 63Q: 3 clusters Score -5838394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5838394.500000 Penalty: 5281.946289
	Iteration 64Q: 3 clusters Score -5838394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5838396.000000 Penalty: 5281.946289
	Iteration 65Q: 3 clusters Score -5838396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5838399.500000 Penalty: 5281.946289
	Iteration 66Q: 3 clusters Score -5838400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -5838400.500000 Penalty: 5281.946289
	Iteration 67Q: 3 clusters Score -5838400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5838403.500000 Penalty: 5281.946289
	Iteration 68Q: 3 clusters Score -5838404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5838402.500000 Penalty: 5281.946289
	Iteration 69Q: 3 clusters Score -5838402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5838400.500000 Penalty: 5281.946289
	Iteration 70Q: 3 clusters Score -5838400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5838407.000000 Penalty: 5281.946289
	Iteration 71Q: 3 clusters Score -5838407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5838407.000000 Penalty: 5281.946289
	Iteration 72F: 3 clusters Score -5838407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -351643.375000 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -351643.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -348623.843750 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -348623.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -349450.406250 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -349450.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -349748.406250 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -349748.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -349986.062500 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -349986.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -350164.406250 Penalty: 3916.690186
	Iteration 4F: 3 clusters Score -350164.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -350294.062500 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -350294.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -350392.656250 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -350392.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -350446.812500 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -350446.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350479.000000 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -350479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350510.781250 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -350510.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -350541.968750 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -350542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -350566.812500 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -350566.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -350584.468750 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -350584.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -350590.562500 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -350590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -350592.218750 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -350592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -350593.656250 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -350593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -350593.250000 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -350593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -350593.250000 Penalty: 3916.690186
	Iteration 17F: 3 clusters Score -350593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -571168.625000 Penalty: 2053.490479
	Iteration 0F: 2 clusters Score -571168.6 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 1983 members 
Entering Unmasked Estep 
Score: -567286.812500 Penalty: 4106.980957
	Iteration 0F: 3 clusters Score -567286.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -568191.875000 Penalty: 4106.980957
	Iteration 1F: 3 clusters Score -568191.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -568386.750000 Penalty: 4106.980957
	Iteration 2F: 3 clusters Score -568386.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -568508.562500 Penalty: 4106.980957
	Iteration 3Q: 3 clusters Score -568508.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -568619.250000 Penalty: 4106.980957
	Iteration 4Q: 3 clusters Score -568619.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -568738.437500 Penalty: 4106.980957
	Iteration 5Q: 3 clusters Score -568738.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -568869.687500 Penalty: 4106.980957
	Iteration 6Q: 3 clusters Score -568869.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -569039.437500 Penalty: 4106.980957
	Iteration 7Q: 3 clusters Score -569039.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -569231.375000 Penalty: 4106.980957
	Iteration 8Q: 3 clusters Score -569231.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -569422.250000 Penalty: 4106.980957
	Iteration 9Q: 3 clusters Score -569422.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -569608.812500 Penalty: 4106.980957
	Iteration 10Q: 3 clusters Score -569608.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -569856.687500 Penalty: 4106.980957
	Iteration 11Q: 3 clusters Score -569856.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -570111.812500 Penalty: 4106.980957
	Iteration 12Q: 3 clusters Score -570111.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -570349.625000 Penalty: 4106.980957
	Iteration 13Q: 3 clusters Score -570349.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -570550.000000 Penalty: 4106.980957
	Iteration 14Q: 3 clusters Score -570550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -570683.375000 Penalty: 4106.980957
	Iteration 15Q: 3 clusters Score -570683.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -570745.500000 Penalty: 4106.980957
	Iteration 16Q: 3 clusters Score -570745.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -570771.812500 Penalty: 4106.980957
	Iteration 17Q: 3 clusters Score -570771.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -570785.000000 Penalty: 4106.980957
	Iteration 18Q: 3 clusters Score -570785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -570787.687500 Penalty: 4106.980957
	Iteration 19Q: 3 clusters Score -570787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -570787.437500 Penalty: 4106.980957
	Iteration 20F: 3 clusters Score -570787.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72273.695312 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72273.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72654.898438 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72654.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72813.929688 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72813.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72930.109375 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -72930.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73030.984375 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73030.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73129.109375 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73129.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73251.515625 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73251.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73482.875000 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73482.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73562.898438 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73623.398438 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73661.562500 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73661.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73705.945312 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73705.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73724.218750 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73724.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73741.304688 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73752.835938 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73752.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73757.921875 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73757.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73757.921875 Penalty: 3168.726318
	Iteration 16F: 3 clusters Score -73757.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Entering Unmasked Estep 
Score: -5902260.000000 Penalty: 2635.488525
	Iteration 0F: 2 clusters Score -5902260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5874363.500000 Penalty: 5270.977051
	Iteration 0F: 3 clusters Score -5874364 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5884840.500000 Penalty: 5270.977051
	Iteration 1F: 3 clusters Score -5884840 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5885461.500000 Penalty: 5270.977051
	Iteration 2Q: 3 clusters Score -5885462 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5886274.000000 Penalty: 5270.977051
	Iteration 3Q: 3 clusters Score -5886274 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5887316.000000 Penalty: 5270.977051
	Iteration 4Q: 3 clusters Score -5887316 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5888588.000000 Penalty: 5270.977051
	Iteration 5F: 3 clusters Score -5888588 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5890011.000000 Penalty: 5270.977051
	Iteration 6F: 3 clusters Score -5890011 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5891273.500000 Penalty: 5270.977051
	Iteration 7F: 3 clusters Score -5891274 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5892291.500000 Penalty: 5270.977051
	Iteration 8F: 3 clusters Score -5892292 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5893091.000000 Penalty: 5270.977051
	Iteration 9Q: 3 clusters Score -5893091 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5893703.000000 Penalty: 5270.977051
	Iteration 10Q: 3 clusters Score -5893703 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5894074.000000 Penalty: 5270.977051
	Iteration 11Q: 3 clusters Score -5894074 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5894307.000000 Penalty: 5270.977051
	Iteration 12Q: 3 clusters Score -5894307 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5894494.000000 Penalty: 5270.977051
	Iteration 13Q: 3 clusters Score -5894494 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5894589.000000 Penalty: 5270.977051
	Iteration 14Q: 3 clusters Score -5894589 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5894661.500000 Penalty: 5270.977051
	Iteration 15Q: 3 clusters Score -5894662 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5894718.000000 Penalty: 5270.977051
	Iteration 16Q: 3 clusters Score -5894718 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5894745.000000 Penalty: 5270.977051
	Iteration 17Q: 3 clusters Score -5894745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5894779.500000 Penalty: 5270.977051
	Iteration 18Q: 3 clusters Score -5894780 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5894806.500000 Penalty: 5270.977051
	Iteration 19Q: 3 clusters Score -5894806 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5894832.000000 Penalty: 5270.977051
	Iteration 20F: 3 clusters Score -5894832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5894850.000000 Penalty: 5270.977051
	Iteration 21Q: 3 clusters Score -5894850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -5894863.500000 Penalty: 5270.977051
	Iteration 22Q: 3 clusters Score -5894864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5894861.000000 Penalty: 5270.977051
	Iteration 23Q: 3 clusters Score -5894861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5894865.000000 Penalty: 5270.977051
	Iteration 24Q: 3 clusters Score -5894865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5894872.000000 Penalty: 5270.977051
	Iteration 25Q: 3 clusters Score -5894872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5894861.000000 Penalty: 5270.977051
	Iteration 26Q: 3 clusters Score -5894861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5894869.500000 Penalty: 5270.977051
	Iteration 27Q: 3 clusters Score -5894870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5894873.000000 Penalty: 5270.977051
	Iteration 28Q: 3 clusters Score -5894873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -5894877.500000 Penalty: 5270.977051
	Iteration 29Q: 3 clusters Score -5894878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5894872.500000 Penalty: 5270.977051
	Iteration 30Q: 3 clusters Score -5894872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5894878.500000 Penalty: 5270.977051
	Iteration 31Q: 3 clusters Score -5894878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5894882.000000 Penalty: 5270.977051
	Iteration 32Q: 3 clusters Score -5894882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -5894879.000000 Penalty: 5270.977051
	Iteration 33Q: 3 clusters Score -5894879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5894890.000000 Penalty: 5270.977051
	Iteration 34Q: 3 clusters Score -5894890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5894888.000000 Penalty: 5270.977051
	Iteration 35Q: 3 clusters Score -5894888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5894879.500000 Penalty: 5270.977051
	Iteration 36Q: 3 clusters Score -5894880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5894876.500000 Penalty: 5270.977051
	Iteration 37Q: 3 clusters Score -5894876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5894893.000000 Penalty: 5270.977051
	Iteration 38Q: 3 clusters Score -5894893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5894881.000000 Penalty: 5270.977051
	Iteration 39Q: 3 clusters Score -5894881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5894878.500000 Penalty: 5270.977051
	Iteration 40F: 3 clusters Score -5894878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5894867.000000 Penalty: 5270.977051
	Iteration 41Q: 3 clusters Score -5894867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5894868.500000 Penalty: 5270.977051
	Iteration 42Q: 3 clusters Score -5894868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5894865.500000 Penalty: 5270.977051
	Iteration 43Q: 3 clusters Score -5894866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5894879.500000 Penalty: 5270.977051
	Iteration 44Q: 3 clusters Score -5894880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5894879.000000 Penalty: 5270.977051
	Iteration 45Q: 3 clusters Score -5894879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -5894881.500000 Penalty: 5270.977051
	Iteration 46Q: 3 clusters Score -5894882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -5894876.000000 Penalty: 5270.977051
	Iteration 47Q: 3 clusters Score -5894876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5894882.500000 Penalty: 5270.977051
	Iteration 48Q: 3 clusters Score -5894882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5894895.000000 Penalty: 5270.977051
	Iteration 49Q: 3 clusters Score -5894895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5894902.000000 Penalty: 5270.977051
	Iteration 50Q: 3 clusters Score -5894902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5894894.500000 Penalty: 5270.977051
	Iteration 51Q: 3 clusters Score -5894894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5894900.500000 Penalty: 5270.977051
	Iteration 52Q: 3 clusters Score -5894900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5894899.500000 Penalty: 5270.977051
	Iteration 53Q: 3 clusters Score -5894900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5894903.500000 Penalty: 5270.977051
	Iteration 54Q: 3 clusters Score -5894904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5894894.500000 Penalty: 5270.977051
	Iteration 55Q: 3 clusters Score -5894894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5894895.000000 Penalty: 5270.977051
	Iteration 56Q: 3 clusters Score -5894895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5894904.000000 Penalty: 5270.977051
	Iteration 57Q: 3 clusters Score -5894904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5894897.000000 Penalty: 5270.977051
	Iteration 58Q: 3 clusters Score -5894897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5894896.000000 Penalty: 5270.977051
	Iteration 59Q: 3 clusters Score -5894896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5894903.000000 Penalty: 5270.977051
	Iteration 60F: 3 clusters Score -5894903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5894914.500000 Penalty: 5270.977051
	Iteration 61Q: 3 clusters Score -5894914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5894908.000000 Penalty: 5270.977051
	Iteration 62Q: 3 clusters Score -5894908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5894907.500000 Penalty: 5270.977051
	Iteration 63Q: 3 clusters Score -5894908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5894911.500000 Penalty: 5270.977051
	Iteration 64Q: 3 clusters Score -5894912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5894921.500000 Penalty: 5270.977051
	Iteration 65Q: 3 clusters Score -5894922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5894925.500000 Penalty: 5270.977051
	Iteration 66Q: 3 clusters Score -5894926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5894916.500000 Penalty: 5270.977051
	Iteration 67Q: 3 clusters Score -5894916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5894916.000000 Penalty: 5270.977051
	Iteration 68Q: 3 clusters Score -5894916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5894907.000000 Penalty: 5270.977051
	Iteration 69Q: 3 clusters Score -5894907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5894907.500000 Penalty: 5270.977051
	Iteration 70Q: 3 clusters Score -5894908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5894909.000000 Penalty: 5270.977051
	Iteration 71Q: 3 clusters Score -5894909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5894911.000000 Penalty: 5270.977051
	Iteration 72Q: 3 clusters Score -5894911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5894919.500000 Penalty: 5270.977051
	Iteration 73Q: 3 clusters Score -5894920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5894911.500000 Penalty: 5270.977051
	Iteration 74Q: 3 clusters Score -5894912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5894903.000000 Penalty: 5270.977051
	Iteration 75Q: 3 clusters Score -5894903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5894905.000000 Penalty: 5270.977051
	Iteration 76Q: 3 clusters Score -5894905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5894906.000000 Penalty: 5270.977051
	Iteration 77Q: 3 clusters Score -5894906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -5894911.500000 Penalty: 5270.977051
	Iteration 78Q: 3 clusters Score -5894912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5894918.500000 Penalty: 5270.977051
	Iteration 79Q: 3 clusters Score -5894918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5894930.500000 Penalty: 5270.977051
	Iteration 80F: 3 clusters Score -5894930 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5894931 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20388 members 
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5895002 nChanged 101
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Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5895028 nChanged 119
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Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19224 members 
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Mstep: Class 1 contains 19026 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23924 members 
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Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 24388 members 
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Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 24893 members 
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Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 25421 members 
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Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 26569 members 
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Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 27775 members 
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Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 28423 members 
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Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 29771 members 
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Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 30447 members 
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Mstep: Class 1 contains 10067 members 
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Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 31843 members 
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 32522 members 
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	Iteration 118Q: 3 clusters Score -5897454 nChanged 679
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Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 33822 members 
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	Iteration 120F: 3 clusters Score -5897806 nChanged 574
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 34394 members 
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	Iteration 121Q: 3 clusters Score -5897974 nChanged 589
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Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 34979 members 
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 35542 members 
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Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 36069 members 
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Mstep: Class 1 contains 4708 members 
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Mstep: Class 1 contains 4300 members 
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	Iteration 126Q: 3 clusters Score -5898822 nChanged 409
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Mstep: Class 1 contains 3899 members 
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	Iteration 127Q: 3 clusters Score -5898942 nChanged 372
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	Iteration 128Q: 3 clusters Score -5899068 nChanged 360
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Mstep: Class 1 contains 3181 members 
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	Iteration 129Q: 3 clusters Score -5899208 nChanged 310
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Mstep: Class 1 contains 2883 members 
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	Iteration 130Q: 3 clusters Score -5899320 nChanged 273
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Mstep: Class 1 contains 2622 members 
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	Iteration 131Q: 3 clusters Score -5899437 nChanged 227
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	Iteration 133Q: 3 clusters Score -5899604 nChanged 179
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	Iteration 137Q: 3 clusters Score -5899790 nChanged 90
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	Iteration 138Q: 3 clusters Score -5899820 nChanged 88
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	Iteration 139Q: 3 clusters Score -5899850 nChanged 71
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Mstep: Class 1 contains 1545 members 
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	Iteration 140F: 3 clusters Score -5899872 nChanged 67
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Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 39748 members 
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	Iteration 141Q: 3 clusters Score -5899898 nChanged 52
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5899928 nChanged 44
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	Iteration 154Q: 3 clusters Score -5900005 nChanged 7
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	Iteration 156Q: 3 clusters Score -5900012 nChanged 5
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	Iteration 157Q: 3 clusters Score -5900003 nChanged 6
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	Iteration 159Q: 3 clusters Score -5900019 nChanged 6
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	Iteration 160F: 3 clusters Score -5900016 nChanged 9
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	Iteration 162Q: 3 clusters Score -5900020 nChanged 13
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	Iteration 163Q: 3 clusters Score -5900016 nChanged 9
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	Iteration 164Q: 3 clusters Score -5900027 nChanged 6
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	Iteration 166Q: 3 clusters Score -5900029 nChanged 10
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	Iteration 170Q: 3 clusters Score -5900046 nChanged 3
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	Iteration 171Q: 3 clusters Score -5900040 nChanged 4
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	Iteration 172Q: 3 clusters Score -5900046 nChanged 3
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	Iteration 173Q: 3 clusters Score -5900044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5900047.000000 Penalty: 5270.977051
	Iteration 174Q: 3 clusters Score -5900047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5900048.500000 Penalty: 5270.977051
	Iteration 175Q: 3 clusters Score -5900048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5900048.500000 Penalty: 5270.977051
	Iteration 176Q: 3 clusters Score -5900048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5900056.500000 Penalty: 5270.977051
	Iteration 177Q: 3 clusters Score -5900056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5900056.000000 Penalty: 5270.977051
	Iteration 178Q: 3 clusters Score -5900056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5900052.000000 Penalty: 5270.977051
	Iteration 179Q: 3 clusters Score -5900052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5900053.000000 Penalty: 5270.977051
	Iteration 180F: 3 clusters Score -5900053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5900056.500000 Penalty: 5270.977051
	Iteration 181Q: 3 clusters Score -5900056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5900058.500000 Penalty: 5270.977051
	Iteration 182Q: 3 clusters Score -5900058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5900054.500000 Penalty: 5270.977051
	Iteration 183Q: 3 clusters Score -5900054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5900054.500000 Penalty: 5270.977051
	Iteration 184F: 3 clusters Score -5900054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Entering Unmasked Estep 
Score: -4808124.500000 Penalty: 2576.409668
	Iteration 0F: 2 clusters Score -4808124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4785861.500000 Penalty: 5152.819336
	Iteration 0F: 3 clusters Score -4785862 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4793863.500000 Penalty: 5152.819336
	Iteration 1F: 3 clusters Score -4793864 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4794255.000000 Penalty: 5152.819336
	Iteration 2Q: 3 clusters Score -4794255 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4794623.500000 Penalty: 5152.819336
	Iteration 3Q: 3 clusters Score -4794624 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4794985.500000 Penalty: 5152.819336
	Iteration 4Q: 3 clusters Score -4794986 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4795363.000000 Penalty: 5152.819336
	Iteration 5Q: 3 clusters Score -4795363 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4795897.000000 Penalty: 5152.819336
	Iteration 6Q: 3 clusters Score -4795897 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4796658.000000 Penalty: 5152.819336
	Iteration 7Q: 3 clusters Score -4796658 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4797880.500000 Penalty: 5152.819336
	Iteration 8F: 3 clusters Score -4797880 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4799641.500000 Penalty: 5152.819336
	Iteration 9F: 3 clusters Score -4799642 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4801710.500000 Penalty: 5152.819336
	Iteration 10F: 3 clusters Score -4801710 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4803605.000000 Penalty: 5152.819336
	Iteration 11F: 3 clusters Score -4803605 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4804731.500000 Penalty: 5152.819336
	Iteration 12Q: 3 clusters Score -4804732 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4805269.500000 Penalty: 5152.819336
	Iteration 13Q: 3 clusters Score -4805270 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4805502.000000 Penalty: 5152.819336
	Iteration 14Q: 3 clusters Score -4805502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4805623.500000 Penalty: 5152.819336
	Iteration 15Q: 3 clusters Score -4805624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4805703.500000 Penalty: 5152.819336
	Iteration 16Q: 3 clusters Score -4805704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4805762.000000 Penalty: 5152.819336
	Iteration 17Q: 3 clusters Score -4805762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4805808.500000 Penalty: 5152.819336
	Iteration 18Q: 3 clusters Score -4805808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4805847.000000 Penalty: 5152.819336
	Iteration 19Q: 3 clusters Score -4805847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4805865.500000 Penalty: 5152.819336
	Iteration 20F: 3 clusters Score -4805866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4805879.500000 Penalty: 5152.819336
	Iteration 21Q: 3 clusters Score -4805880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4805877.500000 Penalty: 5152.819336
	Iteration 22Q: 3 clusters Score -4805878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4805897.500000 Penalty: 5152.819336
	Iteration 23Q: 3 clusters Score -4805898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4805903.000000 Penalty: 5152.819336
	Iteration 24Q: 3 clusters Score -4805903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4805909.500000 Penalty: 5152.819336
	Iteration 25Q: 3 clusters Score -4805910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4805914.500000 Penalty: 5152.819336
	Iteration 26Q: 3 clusters Score -4805914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4805915.500000 Penalty: 5152.819336
	Iteration 27Q: 3 clusters Score -4805916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4805915.000000 Penalty: 5152.819336
	Iteration 28Q: 3 clusters Score -4805915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4805915.000000 Penalty: 5152.819336
	Iteration 29F: 3 clusters Score -4805915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1907235.125000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1907235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1897375.125000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1897375 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1900253.375000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1900253 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1900510.250000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1900510 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1900719.500000 Penalty: 4713.604004
	Iteration 3Q: 3 clusters Score -1900720 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1900957.750000 Penalty: 4713.604004
	Iteration 4Q: 3 clusters Score -1900958 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1901237.000000 Penalty: 4713.604004
	Iteration 5Q: 3 clusters Score -1901237 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1901572.250000 Penalty: 4713.604004
	Iteration 6Q: 3 clusters Score -1901572 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1901954.875000 Penalty: 4713.604004
	Iteration 7Q: 3 clusters Score -1901955 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1902392.000000 Penalty: 4713.604004
	Iteration 8Q: 3 clusters Score -1902392 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1902862.375000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1902862 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1903343.750000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1903344 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1903831.250000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1903831 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1904315.125000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1904315 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1904749.750000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1904750 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1905077.625000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1905078 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1905300.875000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1905301 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1905436.000000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1905436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1905510.500000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1905510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1905553.000000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1905553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1905577.375000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1905577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1905599.250000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1905599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1905615.125000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1905615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1905627.375000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1905627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1905637.000000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1905637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1905649.125000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1905649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1905653.250000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1905653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1905662.000000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1905662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1905670.750000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1905671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1905672.250000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1905672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1905680.375000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1905680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1905687.375000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1905687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1905694.625000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1905695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1905701.250000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1905701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1905702.000000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1905702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1905708.250000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1905708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1905706.250000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1905706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1905707.875000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1905708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1905705.000000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1905705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1905705.375000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1905705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1905706.750000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1905707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1905706.750000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1905707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -843345.625000 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -843345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -838299.125000 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -838299.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -839542.625000 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -839542.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -839804.562500 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -839804.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -839994.562500 Penalty: 4301.468262
	Iteration 3F: 3 clusters Score -839994.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -840146.500000 Penalty: 4301.468262
	Iteration 4Q: 3 clusters Score -840146.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -840291.437500 Penalty: 4301.468262
	Iteration 5Q: 3 clusters Score -840291.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -840423.562500 Penalty: 4301.468262
	Iteration 6Q: 3 clusters Score -840423.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -840571.250000 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -840571.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -840738.562500 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -840738.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -840887.875000 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -840887.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -841031.750000 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -841031.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -841163.062500 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -841163.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -841275.750000 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -841275.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -841359.562500 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -841359.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -841423.625000 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -841423.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -841463.625000 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -841463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -841490.125000 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -841490.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -841515.250000 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -841515.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -841530.750000 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -841530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -841536.000000 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -841536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -841543.000000 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -841543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -841547.187500 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -841547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -841551.187500 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -841551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -841552.312500 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -841552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -841557.125000 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -841557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -841559.812500 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -841559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -841561.187500 Penalty: 4301.468262
	Iteration 26Q: 3 clusters Score -841561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -841562.500000 Penalty: 4301.468262
	Iteration 27Q: 3 clusters Score -841562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -841564.250000 Penalty: 4301.468262
	Iteration 28Q: 3 clusters Score -841564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -841572.437500 Penalty: 4301.468262
	Iteration 29Q: 3 clusters Score -841572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -841572.812500 Penalty: 4301.468262
	Iteration 30Q: 3 clusters Score -841572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -841576.812500 Penalty: 4301.468262
	Iteration 31Q: 3 clusters Score -841576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -841576.812500 Penalty: 4301.468262
	Iteration 32Q: 3 clusters Score -841576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -841576.812500 Penalty: 4301.468262
	Iteration 33F: 3 clusters Score -841576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Entering Unmasked Estep 
Score: -29356404.000000 Penalty: 3027.815674
	Iteration 0F: 2 clusters Score -2.93564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -29230096.000000 Penalty: 6055.631348
	Iteration 0F: 3 clusters Score -2.92301e+07 nChanged 96540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -29286532.000000 Penalty: 6055.631348
	Iteration 1F: 3 clusters Score -2.928653e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -29287490.000000 Penalty: 6055.631348
	Iteration 2Q: 3 clusters Score -2.928749e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -29288900.000000 Penalty: 6055.631348
	Iteration 3Q: 3 clusters Score -2.92889e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -29291102.000000 Penalty: 6055.631348
	Iteration 4Q: 3 clusters Score -2.92911e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -29294572.000000 Penalty: 6055.631348
	Iteration 5Q: 3 clusters Score -2.929457e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -29300648.000000 Penalty: 6055.631348
	Iteration 6Q: 3 clusters Score -2.930065e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -29309386.000000 Penalty: 6055.631348
	Iteration 7F: 3 clusters Score -2.930939e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -29319052.000000 Penalty: 6055.631348
	Iteration 8F: 3 clusters Score -2.931905e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -29327048.000000 Penalty: 6055.631348
	Iteration 9F: 3 clusters Score -2.932705e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 152583 members 
Entering Unmasked Estep 
Score: -29331860.000000 Penalty: 6055.631348
	Iteration 10Q: 3 clusters Score -2.933186e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -29334754.000000 Penalty: 6055.631348
	Iteration 11Q: 3 clusters Score -2.933475e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -29336736.000000 Penalty: 6055.631348
	Iteration 12Q: 3 clusters Score -2.933674e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -29338460.000000 Penalty: 6055.631348
	Iteration 13Q: 3 clusters Score -2.933846e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -29340008.000000 Penalty: 6055.631348
	Iteration 14Q: 3 clusters Score -2.934001e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 171705 members 
Entering Unmasked Estep 
Score: -29341644.000000 Penalty: 6055.631348
	Iteration 15Q: 3 clusters Score -2.934164e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -29343246.000000 Penalty: 6055.631348
	Iteration 16Q: 3 clusters Score -2.934325e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -29344918.000000 Penalty: 6055.631348
	Iteration 17Q: 3 clusters Score -2.934492e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 181092 members 
Entering Unmasked Estep 
Score: -29346404.000000 Penalty: 6055.631348
	Iteration 18Q: 3 clusters Score -2.93464e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 183700 members 
Entering Unmasked Estep 
Score: -29347620.000000 Penalty: 6055.631348
	Iteration 19Q: 3 clusters Score -2.934762e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 185997 members 
Entering Unmasked Estep 
Score: -29348648.000000 Penalty: 6055.631348
	Iteration 20F: 3 clusters Score -2.934865e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -29349340.000000 Penalty: 6055.631348
	Iteration 21Q: 3 clusters Score -2.934934e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -29350286.000000 Penalty: 6055.631348
	Iteration 22Q: 3 clusters Score -2.935029e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 191155 members 
Entering Unmasked Estep 
Score: -29351124.000000 Penalty: 6055.631348
	Iteration 23Q: 3 clusters Score -2.935112e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 192392 members 
Entering Unmasked Estep 
Score: -29351672.000000 Penalty: 6055.631348
	Iteration 24Q: 3 clusters Score -2.935167e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 193506 members 
Entering Unmasked Estep 
Score: -29352120.000000 Penalty: 6055.631348
	Iteration 25Q: 3 clusters Score -2.935212e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 194472 members 
Entering Unmasked Estep 
Score: -29352584.000000 Penalty: 6055.631348
	Iteration 26Q: 3 clusters Score -2.935258e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -29352888.000000 Penalty: 6055.631348
	Iteration 27Q: 3 clusters Score -2.935289e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 195976 members 
Entering Unmasked Estep 
Score: -29353146.000000 Penalty: 6055.631348
	Iteration 28Q: 3 clusters Score -2.935315e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 196540 members 
Entering Unmasked Estep 
Score: -29353410.000000 Penalty: 6055.631348
	Iteration 29Q: 3 clusters Score -2.935341e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 196973 members 
Entering Unmasked Estep 
Score: -29353474.000000 Penalty: 6055.631348
	Iteration 30Q: 3 clusters Score -2.935347e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 197357 members 
Entering Unmasked Estep 
Score: -29353606.000000 Penalty: 6055.631348
	Iteration 31Q: 3 clusters Score -2.935361e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 197683 members 
Entering Unmasked Estep 
Score: -29353714.000000 Penalty: 6055.631348
	Iteration 32Q: 3 clusters Score -2.935371e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 197923 members 
Entering Unmasked Estep 
Score: -29353758.000000 Penalty: 6055.631348
	Iteration 33Q: 3 clusters Score -2.935376e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 198126 members 
Entering Unmasked Estep 
Score: -29353832.000000 Penalty: 6055.631348
	Iteration 34Q: 3 clusters Score -2.935383e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 198290 members 
Entering Unmasked Estep 
Score: -29353890.000000 Penalty: 6055.631348
	Iteration 35Q: 3 clusters Score -2.935389e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 198430 members 
Entering Unmasked Estep 
Score: -29353938.000000 Penalty: 6055.631348
	Iteration 36Q: 3 clusters Score -2.935394e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -29353986.000000 Penalty: 6055.631348
	Iteration 37Q: 3 clusters Score -2.935399e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -29354020.000000 Penalty: 6055.631348
	Iteration 38Q: 3 clusters Score -2.935402e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 198714 members 
Entering Unmasked Estep 
Score: -29354004.000000 Penalty: 6055.631348
	Iteration 39Q: 3 clusters Score -2.9354e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 198780 members 
Entering Unmasked Estep 
Score: -29354008.000000 Penalty: 6055.631348
	Iteration 40F: 3 clusters Score -2.935401e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 198841 members 
Entering Unmasked Estep 
Score: -29353992.000000 Penalty: 6055.631348
	Iteration 41Q: 3 clusters Score -2.935399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 198884 members 
Entering Unmasked Estep 
Score: -29354034.000000 Penalty: 6055.631348
	Iteration 42Q: 3 clusters Score -2.935403e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 198921 members 
Entering Unmasked Estep 
Score: -29354020.000000 Penalty: 6055.631348
	Iteration 43Q: 3 clusters Score -2.935402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -29354024.000000 Penalty: 6055.631348
	Iteration 44Q: 3 clusters Score -2.935402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 198982 members 
Entering Unmasked Estep 
Score: -29354026.000000 Penalty: 6055.631348
	Iteration 45Q: 3 clusters Score -2.935403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 199005 members 
Entering Unmasked Estep 
Score: -29354004.000000 Penalty: 6055.631348
	Iteration 46Q: 3 clusters Score -2.9354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 199037 members 
Entering Unmasked Estep 
Score: -29354004.000000 Penalty: 6055.631348
	Iteration 47Q: 3 clusters Score -2.9354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 199058 members 
Entering Unmasked Estep 
Score: -29354022.000000 Penalty: 6055.631348
	Iteration 48Q: 3 clusters Score -2.935402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -29354026.000000 Penalty: 6055.631348
	Iteration 49Q: 3 clusters Score -2.935403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 199097 members 
Entering Unmasked Estep 
Score: -29354046.000000 Penalty: 6055.631348
	Iteration 50Q: 3 clusters Score -2.935405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 199112 members 
Entering Unmasked Estep 
Score: -29354056.000000 Penalty: 6055.631348
	Iteration 51Q: 3 clusters Score -2.935406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 199124 members 
Entering Unmasked Estep 
Score: -29354060.000000 Penalty: 6055.631348
	Iteration 52Q: 3 clusters Score -2.935406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 199133 members 
Entering Unmasked Estep 
Score: -29354074.000000 Penalty: 6055.631348
	Iteration 53Q: 3 clusters Score -2.935407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 199140 members 
Entering Unmasked Estep 
Score: -29354074.000000 Penalty: 6055.631348
	Iteration 54Q: 3 clusters Score -2.935407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 199150 members 
Entering Unmasked Estep 
Score: -29354064.000000 Penalty: 6055.631348
	Iteration 55Q: 3 clusters Score -2.935406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 199156 members 
Entering Unmasked Estep 
Score: -29354078.000000 Penalty: 6055.631348
	Iteration 56Q: 3 clusters Score -2.935408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 199164 members 
Entering Unmasked Estep 
Score: -29354096.000000 Penalty: 6055.631348
	Iteration 57Q: 3 clusters Score -2.93541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 199174 members 
Entering Unmasked Estep 
Score: -29354094.000000 Penalty: 6055.631348
	Iteration 58Q: 3 clusters Score -2.935409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 199178 members 
Entering Unmasked Estep 
Score: -29354114.000000 Penalty: 6055.631348
	Iteration 59Q: 3 clusters Score -2.935411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 199190 members 
Entering Unmasked Estep 
Score: -29354110.000000 Penalty: 6055.631348
	Iteration 60F: 3 clusters Score -2.935411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 199200 members 
Entering Unmasked Estep 
Score: -29354080.000000 Penalty: 6055.631348
	Iteration 61Q: 3 clusters Score -2.935408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 199207 members 
Entering Unmasked Estep 
Score: -29354084.000000 Penalty: 6055.631348
	Iteration 62Q: 3 clusters Score -2.935408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 199207 members 
Entering Unmasked Estep 
Score: -29354076.000000 Penalty: 6055.631348
	Iteration 63Q: 3 clusters Score -2.935408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 199207 members 
Entering Unmasked Estep 
Score: -29354076.000000 Penalty: 6055.631348
	Iteration 64F: 3 clusters Score -2.935408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Entering Unmasked Estep 
Score: -2417696.750000 Penalty: 2405.149658
	Iteration 0F: 2 clusters Score -2417697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2405921.750000 Penalty: 4810.299316
	Iteration 0F: 3 clusters Score -2405922 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2409721.000000 Penalty: 4810.299316
	Iteration 1F: 3 clusters Score -2409721 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2410112.500000 Penalty: 4810.299316
	Iteration 2F: 3 clusters Score -2410112 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2410450.000000 Penalty: 4810.299316
	Iteration 3F: 3 clusters Score -2410450 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2410766.250000 Penalty: 4810.299316
	Iteration 4Q: 3 clusters Score -2410766 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2411168.000000 Penalty: 4810.299316
	Iteration 5Q: 3 clusters Score -2411168 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2411662.750000 Penalty: 4810.299316
	Iteration 6F: 3 clusters Score -2411663 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2412279.000000 Penalty: 4810.299316
	Iteration 7F: 3 clusters Score -2412279 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2413082.000000 Penalty: 4810.299316
	Iteration 8F: 3 clusters Score -2413082 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2413854.250000 Penalty: 4810.299316
	Iteration 9F: 3 clusters Score -2413854 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2414510.250000 Penalty: 4810.299316
	Iteration 10Q: 3 clusters Score -2414510 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2414927.250000 Penalty: 4810.299316
	Iteration 11Q: 3 clusters Score -2414927 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2415175.750000 Penalty: 4810.299316
	Iteration 12Q: 3 clusters Score -2415176 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2415346.500000 Penalty: 4810.299316
	Iteration 13Q: 3 clusters Score -2415346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2415433.250000 Penalty: 4810.299316
	Iteration 14Q: 3 clusters Score -2415433 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2415496.750000 Penalty: 4810.299316
	Iteration 15Q: 3 clusters Score -2415497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2415556.500000 Penalty: 4810.299316
	Iteration 16Q: 3 clusters Score -2415556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2415611.750000 Penalty: 4810.299316
	Iteration 17Q: 3 clusters Score -2415612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2415647.500000 Penalty: 4810.299316
	Iteration 18Q: 3 clusters Score -2415648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2415666.750000 Penalty: 4810.299316
	Iteration 19Q: 3 clusters Score -2415667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2415679.000000 Penalty: 4810.299316
	Iteration 20F: 3 clusters Score -2415679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2415687.000000 Penalty: 4810.299316
	Iteration 21Q: 3 clusters Score -2415687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2415693.250000 Penalty: 4810.299316
	Iteration 22Q: 3 clusters Score -2415693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2415702.000000 Penalty: 4810.299316
	Iteration 23Q: 3 clusters Score -2415702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2415708.250000 Penalty: 4810.299316
	Iteration 24Q: 3 clusters Score -2415708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2415718.250000 Penalty: 4810.299316
	Iteration 25Q: 3 clusters Score -2415718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2415712.750000 Penalty: 4810.299316
	Iteration 26Q: 3 clusters Score -2415713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2415718.000000 Penalty: 4810.299316
	Iteration 27Q: 3 clusters Score -2415718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2415717.250000 Penalty: 4810.299316
	Iteration 28Q: 3 clusters Score -2415717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2415722.250000 Penalty: 4810.299316
	Iteration 29Q: 3 clusters Score -2415722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2415728.250000 Penalty: 4810.299316
	Iteration 30Q: 3 clusters Score -2415728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2415730.000000 Penalty: 4810.299316
	Iteration 31Q: 3 clusters Score -2415730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2415735.000000 Penalty: 4810.299316
	Iteration 32Q: 3 clusters Score -2415735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2415733.250000 Penalty: 4810.299316
	Iteration 33Q: 3 clusters Score -2415733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2415738.000000 Penalty: 4810.299316
	Iteration 34Q: 3 clusters Score -2415738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2415741.250000 Penalty: 4810.299316
	Iteration 35Q: 3 clusters Score -2415741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2415743.750000 Penalty: 4810.299316
	Iteration 36Q: 3 clusters Score -2415744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2415754.000000 Penalty: 4810.299316
	Iteration 37Q: 3 clusters Score -2415754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2415753.500000 Penalty: 4810.299316
	Iteration 38Q: 3 clusters Score -2415754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2415751.500000 Penalty: 4810.299316
	Iteration 39Q: 3 clusters Score -2415752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2415754.500000 Penalty: 4810.299316
	Iteration 40F: 3 clusters Score -2415754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2415752.000000 Penalty: 4810.299316
	Iteration 41Q: 3 clusters Score -2415752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2415758.250000 Penalty: 4810.299316
	Iteration 42Q: 3 clusters Score -2415758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2415758.250000 Penalty: 4810.299316
	Iteration 43Q: 3 clusters Score -2415758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2415756.250000 Penalty: 4810.299316
	Iteration 44Q: 3 clusters Score -2415756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2415760.000000 Penalty: 4810.299316
	Iteration 45Q: 3 clusters Score -2415760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2415760.000000 Penalty: 4810.299316
	Iteration 46F: 3 clusters Score -2415760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Entering Unmasked Estep 
Score: -3523448.000000 Penalty: 2503.420654
	Iteration 0F: 2 clusters Score -3523448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3506600.250000 Penalty: 5006.841309
	Iteration 0F: 3 clusters Score -3506600 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3512318.750000 Penalty: 5006.841309
	Iteration 1F: 3 clusters Score -3512319 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3512694.000000 Penalty: 5006.841309
	Iteration 2Q: 3 clusters Score -3512694 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3512991.250000 Penalty: 5006.841309
	Iteration 3Q: 3 clusters Score -3512991 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3513235.500000 Penalty: 5006.841309
	Iteration 4Q: 3 clusters Score -3513236 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3513457.500000 Penalty: 5006.841309
	Iteration 5Q: 3 clusters Score -3513458 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3513642.250000 Penalty: 5006.841309
	Iteration 6Q: 3 clusters Score -3513642 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3513873.750000 Penalty: 5006.841309
	Iteration 7Q: 3 clusters Score -3513874 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3514114.500000 Penalty: 5006.841309
	Iteration 8Q: 3 clusters Score -3514114 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3514479.500000 Penalty: 5006.841309
	Iteration 9Q: 3 clusters Score -3514480 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3515089.750000 Penalty: 5006.841309
	Iteration 10Q: 3 clusters Score -3515090 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3515884.750000 Penalty: 5006.841309
	Iteration 11F: 3 clusters Score -3515885 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3516839.250000 Penalty: 5006.841309
	Iteration 12F: 3 clusters Score -3516839 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3517864.000000 Penalty: 5006.841309
	Iteration 13F: 3 clusters Score -3517864 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3518846.000000 Penalty: 5006.841309
	Iteration 14F: 3 clusters Score -3518846 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3519606.000000 Penalty: 5006.841309
	Iteration 15Q: 3 clusters Score -3519606 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3520165.250000 Penalty: 5006.841309
	Iteration 16Q: 3 clusters Score -3520165 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3520526.250000 Penalty: 5006.841309
	Iteration 17Q: 3 clusters Score -3520526 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3520785.000000 Penalty: 5006.841309
	Iteration 18Q: 3 clusters Score -3520785 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3520979.750000 Penalty: 5006.841309
	Iteration 19Q: 3 clusters Score -3520980 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3521073.500000 Penalty: 5006.841309
	Iteration 20F: 3 clusters Score -3521074 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3521107.750000 Penalty: 5006.841309
	Iteration 21Q: 3 clusters Score -3521108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3521142.750000 Penalty: 5006.841309
	Iteration 22Q: 3 clusters Score -3521143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3521183.250000 Penalty: 5006.841309
	Iteration 23Q: 3 clusters Score -3521183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3521188.000000 Penalty: 5006.841309
	Iteration 24Q: 3 clusters Score -3521188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3521207.500000 Penalty: 5006.841309
	Iteration 25Q: 3 clusters Score -3521208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3521217.250000 Penalty: 5006.841309
	Iteration 26Q: 3 clusters Score -3521217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3521238.000000 Penalty: 5006.841309
	Iteration 27Q: 3 clusters Score -3521238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3521250.500000 Penalty: 5006.841309
	Iteration 28Q: 3 clusters Score -3521250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3521263.000000 Penalty: 5006.841309
	Iteration 29Q: 3 clusters Score -3521263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3521268.500000 Penalty: 5006.841309
	Iteration 30Q: 3 clusters Score -3521268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3521282.000000 Penalty: 5006.841309
	Iteration 31Q: 3 clusters Score -3521282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3521287.000000 Penalty: 5006.841309
	Iteration 32Q: 3 clusters Score -3521287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3521303.250000 Penalty: 5006.841309
	Iteration 33Q: 3 clusters Score -3521303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3521309.750000 Penalty: 5006.841309
	Iteration 34Q: 3 clusters Score -3521310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3521327.750000 Penalty: 5006.841309
	Iteration 35Q: 3 clusters Score -3521328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3521329.000000 Penalty: 5006.841309
	Iteration 36Q: 3 clusters Score -3521329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3521340.250000 Penalty: 5006.841309
	Iteration 37Q: 3 clusters Score -3521340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3521351.250000 Penalty: 5006.841309
	Iteration 38Q: 3 clusters Score -3521351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3521351.000000 Penalty: 5006.841309
	Iteration 39Q: 3 clusters Score -3521351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3521350.750000 Penalty: 5006.841309
	Iteration 40F: 3 clusters Score -3521351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3521356.500000 Penalty: 5006.841309
	Iteration 41Q: 3 clusters Score -3521356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3521364.000000 Penalty: 5006.841309
	Iteration 42Q: 3 clusters Score -3521364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3521364.000000 Penalty: 5006.841309
	Iteration 43Q: 3 clusters Score -3521364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3521363.500000 Penalty: 5006.841309
	Iteration 44Q: 3 clusters Score -3521364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3521363.000000 Penalty: 5006.841309
	Iteration 45Q: 3 clusters Score -3521363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3521367.000000 Penalty: 5006.841309
	Iteration 46Q: 3 clusters Score -3521367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3521369.000000 Penalty: 5006.841309
	Iteration 47Q: 3 clusters Score -3521369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3521370.250000 Penalty: 5006.841309
	Iteration 48Q: 3 clusters Score -3521370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3521370.500000 Penalty: 5006.841309
	Iteration 49Q: 3 clusters Score -3521370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3521379.500000 Penalty: 5006.841309
	Iteration 50Q: 3 clusters Score -3521380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3521382.000000 Penalty: 5006.841309
	Iteration 51Q: 3 clusters Score -3521382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3521389.500000 Penalty: 5006.841309
	Iteration 52Q: 3 clusters Score -3521390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3521389.750000 Penalty: 5006.841309
	Iteration 53Q: 3 clusters Score -3521390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 5006.841309
	Iteration 54Q: 3 clusters Score -3521391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3521393.500000 Penalty: 5006.841309
	Iteration 55Q: 3 clusters Score -3521394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 5006.841309
	Iteration 56Q: 3 clusters Score -3521391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3521388.000000 Penalty: 5006.841309
	Iteration 57Q: 3 clusters Score -3521388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3521388.500000 Penalty: 5006.841309
	Iteration 58Q: 3 clusters Score -3521388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 5006.841309
	Iteration 59Q: 3 clusters Score -3521391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 5006.841309
	Iteration 60F: 3 clusters Score -3521391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 5006.841309
	Iteration 61Q: 3 clusters Score -3521391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3521396.250000 Penalty: 5006.841309
	Iteration 62Q: 3 clusters Score -3521396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3521396.750000 Penalty: 5006.841309
	Iteration 63Q: 3 clusters Score -3521397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3521400.000000 Penalty: 5006.841309
	Iteration 64Q: 3 clusters Score -3521400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3521399.000000 Penalty: 5006.841309
	Iteration 65Q: 3 clusters Score -3521399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3521398.250000 Penalty: 5006.841309
	Iteration 66Q: 3 clusters Score -3521398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3521398.250000 Penalty: 5006.841309
	Iteration 67F: 3 clusters Score -3521398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26019.388672 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -26019.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24922.574219 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24922.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25068.271484 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -25068.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25123.691406 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -25123.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25141.796875 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -25141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25159.570312 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -25159.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25166.699219 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -25166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25170.423828 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -25170.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25192.482422 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -25192.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25192.482422 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -25192.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -108050.625000 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -108050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106288.140625 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -106288.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -106543.726562 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -106543.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106643.375000 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -106643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106679.710938 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -106679.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106702.367188 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -106702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106722.562500 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -106722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106732.757812 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -106732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106741.742188 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -106741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106747.632812 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -106747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106748.226562 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -106748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106748.226562 Penalty: 3309.328369
	Iteration 10F: 3 clusters Score -106748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -41101.839844 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -41101.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39800.011719 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -39800.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40173.269531 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -40173.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40493.332031 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -40493.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40659.343750 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -40659.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40733.882812 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -40733.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40843.554688 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -40843.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40908.902344 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -40908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40961.859375 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -40961.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40972.199219 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -40972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40972.199219 Penalty: 2926.349121
	Iteration 9F: 3 clusters Score -40972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Entering Unmasked Estep 
Score: -17095282.000000 Penalty: 2892.903564
	Iteration 0F: 2 clusters Score -1.709528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -17019780.000000 Penalty: 5785.807129
	Iteration 0F: 3 clusters Score -1.701978e+07 nChanged 55162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -17051236.000000 Penalty: 5785.807129
	Iteration 1F: 3 clusters Score -1.705124e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -17051962.000000 Penalty: 5785.807129
	Iteration 2Q: 3 clusters Score -1.705196e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -17053038.000000 Penalty: 5785.807129
	Iteration 3Q: 3 clusters Score -1.705304e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -17054540.000000 Penalty: 5785.807129
	Iteration 4Q: 3 clusters Score -1.705454e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -17056908.000000 Penalty: 5785.807129
	Iteration 5Q: 3 clusters Score -1.705691e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -17060432.000000 Penalty: 5785.807129
	Iteration 6F: 3 clusters Score -1.706043e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -17065524.000000 Penalty: 5785.807129
	Iteration 7F: 3 clusters Score -1.706552e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -17072366.000000 Penalty: 5785.807129
	Iteration 8F: 3 clusters Score -1.707237e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -17079246.000000 Penalty: 5785.807129
	Iteration 9F: 3 clusters Score -1.707925e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -17084734.000000 Penalty: 5785.807129
	Iteration 10F: 3 clusters Score -1.708473e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -17088320.000000 Penalty: 5785.807129
	Iteration 11Q: 3 clusters Score -1.708832e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -17090416.000000 Penalty: 5785.807129
	Iteration 12Q: 3 clusters Score -1.709042e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -17091584.000000 Penalty: 5785.807129
	Iteration 13Q: 3 clusters Score -1.709158e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112898 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -17092110.000000 Penalty: 5785.807129
	Iteration 14Q: 3 clusters Score -1.709211e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -17092382.000000 Penalty: 5785.807129
	Iteration 15Q: 3 clusters Score -1.709238e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17092606.000000 Penalty: 5785.807129
	Iteration 16Q: 3 clusters Score -1.709261e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17092702.000000 Penalty: 5785.807129
	Iteration 17Q: 3 clusters Score -1.70927e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17092838.000000 Penalty: 5785.807129
	Iteration 18Q: 3 clusters Score -1.709284e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -17092904.000000 Penalty: 5785.807129
	Iteration 19Q: 3 clusters Score -1.70929e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17092978.000000 Penalty: 5785.807129
	Iteration 20F: 3 clusters Score -1.709298e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17093020.000000 Penalty: 5785.807129
	Iteration 21Q: 3 clusters Score -1.709302e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17093084.000000 Penalty: 5785.807129
	Iteration 22Q: 3 clusters Score -1.709308e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17093102.000000 Penalty: 5785.807129
	Iteration 23Q: 3 clusters Score -1.70931e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17093142.000000 Penalty: 5785.807129
	Iteration 24Q: 3 clusters Score -1.709314e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17093124.000000 Penalty: 5785.807129
	Iteration 25Q: 3 clusters Score -1.709312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17093112.000000 Penalty: 5785.807129
	Iteration 26Q: 3 clusters Score -1.709311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17093124.000000 Penalty: 5785.807129
	Iteration 27Q: 3 clusters Score -1.709312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17093130.000000 Penalty: 5785.807129
	Iteration 28Q: 3 clusters Score -1.709313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115134 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17093132.000000 Penalty: 5785.807129
	Iteration 29Q: 3 clusters Score -1.709313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17093124.000000 Penalty: 5785.807129
	Iteration 30Q: 3 clusters Score -1.709312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -17093130.000000 Penalty: 5785.807129
	Iteration 31Q: 3 clusters Score -1.709313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17093140.000000 Penalty: 5785.807129
	Iteration 32Q: 3 clusters Score -1.709314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17093140.000000 Penalty: 5785.807129
	Iteration 33Q: 3 clusters Score -1.709314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17093156.000000 Penalty: 5785.807129
	Iteration 34Q: 3 clusters Score -1.709316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17093140.000000 Penalty: 5785.807129
	Iteration 35Q: 3 clusters Score -1.709314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -17093152.000000 Penalty: 5785.807129
	Iteration 36Q: 3 clusters Score -1.709315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17093152.000000 Penalty: 5785.807129
	Iteration 37Q: 3 clusters Score -1.709315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17093170.000000 Penalty: 5785.807129
	Iteration 38Q: 3 clusters Score -1.709317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17093160.000000 Penalty: 5785.807129
	Iteration 39Q: 3 clusters Score -1.709316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17093160.000000 Penalty: 5785.807129
	Iteration 40F: 3 clusters Score -1.709316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -17093174.000000 Penalty: 5785.807129
	Iteration 41Q: 3 clusters Score -1.709317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -17093172.000000 Penalty: 5785.807129
	Iteration 42Q: 3 clusters Score -1.709317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17093176.000000 Penalty: 5785.807129
	Iteration 43Q: 3 clusters Score -1.709318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17093180.000000 Penalty: 5785.807129
	Iteration 44Q: 3 clusters Score -1.709318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17093184.000000 Penalty: 5785.807129
	Iteration 45Q: 3 clusters Score -1.709318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17093172.000000 Penalty: 5785.807129
	Iteration 46Q: 3 clusters Score -1.709317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17093168.000000 Penalty: 5785.807129
	Iteration 47Q: 3 clusters Score -1.709317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17093174.000000 Penalty: 5785.807129
	Iteration 48Q: 3 clusters Score -1.709317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17093178.000000 Penalty: 5785.807129
	Iteration 49Q: 3 clusters Score -1.709318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17093178.000000 Penalty: 5785.807129
	Iteration 50F: 3 clusters Score -1.709318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -84635.085938 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -84635.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82972.703125 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -82972.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83227.179688 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -83227.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83361.390625 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -83361.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83471.562500 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -83471.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83618.968750 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -83618.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83740.890625 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -83740.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83824.062500 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -83824.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83883.039062 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -83883.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83923.453125 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -83923.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83963.968750 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -83963.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83995.148438 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -83995.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84031.226562 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -84031.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84040.687500 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -84040.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84069.609375 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -84069.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84129.382812 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -84129.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84150.859375 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -84150.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84174.562500 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -84174.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84195.570312 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -84195.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84209.351562 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -84209.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84221.882812 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -84221.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84249.515625 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -84249.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84278.890625 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -84278.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84296.648438 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -84296.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84307.625000 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -84307.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84320.789062 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -84320.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84322.687500 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -84322.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84322.687500 Penalty: 3222.400391
	Iteration 26F: 3 clusters Score -84322.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Entering Unmasked Estep 
Score: -8619301.000000 Penalty: 2720.894531
	Iteration 0F: 2 clusters Score -8619301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -8580257.000000 Penalty: 5441.789062
	Iteration 0F: 3 clusters Score -8580257 nChanged 26979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -8595174.000000 Penalty: 5441.789062
	Iteration 1F: 3 clusters Score -8595174 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8595694.000000 Penalty: 5441.789062
	Iteration 2Q: 3 clusters Score -8595694 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -8596149.000000 Penalty: 5441.789062
	Iteration 3Q: 3 clusters Score -8596149 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -8596581.000000 Penalty: 5441.789062
	Iteration 4Q: 3 clusters Score -8596581 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -8597088.000000 Penalty: 5441.789062
	Iteration 5Q: 3 clusters Score -8597088 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8597644.000000 Penalty: 5441.789062
	Iteration 6Q: 3 clusters Score -8597644 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -8598276.000000 Penalty: 5441.789062
	Iteration 7Q: 3 clusters Score -8598276 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8599173.000000 Penalty: 5441.789062
	Iteration 8Q: 3 clusters Score -8599173 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -8600170.000000 Penalty: 5441.789062
	Iteration 9Q: 3 clusters Score -8600170 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8601767.000000 Penalty: 5441.789062
	Iteration 10Q: 3 clusters Score -8601767 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8603735.000000 Penalty: 5441.789062
	Iteration 11Q: 3 clusters Score -8603735 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -8605644.000000 Penalty: 5441.789062
	Iteration 12F: 3 clusters Score -8605644 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8607206.000000 Penalty: 5441.789062
	Iteration 13Q: 3 clusters Score -8607206 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -8608580.000000 Penalty: 5441.789062
	Iteration 14Q: 3 clusters Score -8608580 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8609598.000000 Penalty: 5441.789062
	Iteration 15Q: 3 clusters Score -8609598 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -8610278.000000 Penalty: 5441.789062
	Iteration 16Q: 3 clusters Score -8610278 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8610829.000000 Penalty: 5441.789062
	Iteration 17Q: 3 clusters Score -8610829 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -8611246.000000 Penalty: 5441.789062
	Iteration 18Q: 3 clusters Score -8611246 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8611671.000000 Penalty: 5441.789062
	Iteration 19Q: 3 clusters Score -8611671 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8612021.000000 Penalty: 5441.789062
	Iteration 20F: 3 clusters Score -8612021 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8612328.000000 Penalty: 5441.789062
	Iteration 21Q: 3 clusters Score -8612328 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -8612699.000000 Penalty: 5441.789062
	Iteration 22Q: 3 clusters Score -8612699 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -8613003.000000 Penalty: 5441.789062
	Iteration 23Q: 3 clusters Score -8613003 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -8613366.000000 Penalty: 5441.789062
	Iteration 24Q: 3 clusters Score -8613366 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -8613689.000000 Penalty: 5441.789062
	Iteration 25Q: 3 clusters Score -8613689 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -8613952.000000 Penalty: 5441.789062
	Iteration 26Q: 3 clusters Score -8613952 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -8614317.000000 Penalty: 5441.789062
	Iteration 27Q: 3 clusters Score -8614317 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -8614601.000000 Penalty: 5441.789062
	Iteration 28Q: 3 clusters Score -8614601 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -8614858.000000 Penalty: 5441.789062
	Iteration 29Q: 3 clusters Score -8614858 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -8615112.000000 Penalty: 5441.789062
	Iteration 30Q: 3 clusters Score -8615112 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -8615357.000000 Penalty: 5441.789062
	Iteration 31Q: 3 clusters Score -8615357 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -8615554.000000 Penalty: 5441.789062
	Iteration 32Q: 3 clusters Score -8615554 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -8615749.000000 Penalty: 5441.789062
	Iteration 33Q: 3 clusters Score -8615749 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -8615893.000000 Penalty: 5441.789062
	Iteration 34Q: 3 clusters Score -8615893 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -8616065.000000 Penalty: 5441.789062
	Iteration 35Q: 3 clusters Score -8616065 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -8616199.000000 Penalty: 5441.789062
	Iteration 36Q: 3 clusters Score -8616199 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -8616314.000000 Penalty: 5441.789062
	Iteration 37Q: 3 clusters Score -8616314 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -8616421.000000 Penalty: 5441.789062
	Iteration 38Q: 3 clusters Score -8616421 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -8616505.000000 Penalty: 5441.789062
	Iteration 39Q: 3 clusters Score -8616505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -8616602.000000 Penalty: 5441.789062
	Iteration 40F: 3 clusters Score -8616602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -8616662.000000 Penalty: 5441.789062
	Iteration 41Q: 3 clusters Score -8616662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -8616716.000000 Penalty: 5441.789062
	Iteration 42Q: 3 clusters Score -8616716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -8616748.000000 Penalty: 5441.789062
	Iteration 43Q: 3 clusters Score -8616748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -8616777.000000 Penalty: 5441.789062
	Iteration 44Q: 3 clusters Score -8616777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -8616816.000000 Penalty: 5441.789062
	Iteration 45Q: 3 clusters Score -8616816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -8616853.000000 Penalty: 5441.789062
	Iteration 46Q: 3 clusters Score -8616853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -8616875.000000 Penalty: 5441.789062
	Iteration 47Q: 3 clusters Score -8616875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -8616907.000000 Penalty: 5441.789062
	Iteration 48Q: 3 clusters Score -8616907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8616923.000000 Penalty: 5441.789062
	Iteration 49Q: 3 clusters Score -8616923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -8616936.000000 Penalty: 5441.789062
	Iteration 50Q: 3 clusters Score -8616936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -8616953.000000 Penalty: 5441.789062
	Iteration 51Q: 3 clusters Score -8616953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -8616963.000000 Penalty: 5441.789062
	Iteration 52Q: 3 clusters Score -8616963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -8616974.000000 Penalty: 5441.789062
	Iteration 53Q: 3 clusters Score -8616974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -8616970.000000 Penalty: 5441.789062
	Iteration 54Q: 3 clusters Score -8616970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -8616985.000000 Penalty: 5441.789062
	Iteration 55Q: 3 clusters Score -8616985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -8616990.000000 Penalty: 5441.789062
	Iteration 56Q: 3 clusters Score -8616990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -8616983.000000 Penalty: 5441.789062
	Iteration 57Q: 3 clusters Score -8616983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -8616987.000000 Penalty: 5441.789062
	Iteration 58Q: 3 clusters Score -8616987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -8616993.000000 Penalty: 5441.789062
	Iteration 59Q: 3 clusters Score -8616993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -8616991.000000 Penalty: 5441.789062
	Iteration 60F: 3 clusters Score -8616991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -8616993.000000 Penalty: 5441.789062
	Iteration 61Q: 3 clusters Score -8616993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -8616997.000000 Penalty: 5441.789062
	Iteration 62Q: 3 clusters Score -8616997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -8616999.000000 Penalty: 5441.789062
	Iteration 63Q: 3 clusters Score -8616999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -8617003.000000 Penalty: 5441.789062
	Iteration 64Q: 3 clusters Score -8617003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -8617001.000000 Penalty: 5441.789062
	Iteration 65Q: 3 clusters Score -8617001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -8617004.000000 Penalty: 5441.789062
	Iteration 66Q: 3 clusters Score -8617004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -8617005.000000 Penalty: 5441.789062
	Iteration 67Q: 3 clusters Score -8617005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -8617005.000000 Penalty: 5441.789062
	Iteration 68F: 3 clusters Score -8617005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -73640.914062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -73640.91 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 282 members 
Entering Unmasked Estep 
Score: -72081.257812 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -72081.26 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72309.656250 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -72309.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72400.492188 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -72400.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72430.914062 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -72430.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72446.171875 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -72446.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72454.929688 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -72454.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72461.992188 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -72461.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72465.921875 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -72465.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72471.210938 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -72471.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72476.609375 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -72476.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72484.164062 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -72484.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72487.328125 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -72487.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72489.609375 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -72489.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72491.125000 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -72491.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72491.125000 Penalty: 3143.065674
	Iteration 14F: 3 clusters Score -72491.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138548 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35961 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41232 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200573 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24208 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116417 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58183 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 319Q: 30 clusters Score -1.289598e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138548 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10230 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41231 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200583 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116409 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58172 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959848.000000 Penalty: 98646.656250
Iteration 320F: 30 clusters Score -1.289598e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 138548 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35972 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41231 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200586 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116407 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58165 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 321Q: 30 clusters Score -1.289598e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138547 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35976 members 
Mstep: Class 8 contains 44554 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 32493 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200595 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116406 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58158 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959872.000000 Penalty: 98646.656250
Iteration 322Q: 30 clusters Score -1.289599e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138546 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35986 members 
Mstep: Class 8 contains 44554 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41227 members 
Mstep: Class 17 contains 32492 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200594 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116404 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58154 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959848.000000 Penalty: 98646.656250
Iteration 323Q: 30 clusters Score -1.289598e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138543 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41226 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200597 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24209 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116404 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58149 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 324Q: 30 clusters Score -1.289598e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138544 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36003 members 
Mstep: Class 8 contains 44555 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41225 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13401 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200599 members 
Mstep: Class 21 contains 16285 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116402 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58146 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959760.000000 Penalty: 98646.656250
Iteration 325Q: 30 clusters Score -1.289598e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138546 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36011 members 
Mstep: Class 8 contains 44553 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41222 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200603 members 
Mstep: Class 21 contains 16285 members 
Mstep: Class 22 contains 24212 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116397 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58144 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 326Q: 30 clusters Score -1.289598e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138540 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 44551 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42159 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200612 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24215 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116390 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58141 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 327Q: 30 clusters Score -1.289598e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 34917 members 
Mstep: Class 3 contains 138536 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36027 members 
Mstep: Class 8 contains 44551 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41219 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 200620 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116381 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58133 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959752.000000 Penalty: 98646.656250
Iteration 328Q: 30 clusters Score -1.289598e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 34917 members 
Mstep: Class 3 contains 138536 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36037 members 
Mstep: Class 8 contains 44549 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42162 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41219 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200619 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24223 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116381 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58124 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959768.000000 Penalty: 98646.656250
Iteration 329Q: 30 clusters Score -1.289598e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138531 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36048 members 
Mstep: Class 8 contains 44549 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42165 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200618 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24225 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116382 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58115 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959736.000000 Penalty: 98646.656250
Iteration 330Q: 30 clusters Score -1.289597e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138524 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36060 members 
Mstep: Class 8 contains 44550 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200614 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24227 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116382 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58112 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 331Q: 30 clusters Score -1.289598e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138523 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36065 members 
Mstep: Class 8 contains 44548 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41219 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200617 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24228 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116381 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58109 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 332Q: 30 clusters Score -1.289598e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138519 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 44547 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42167 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41216 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200618 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24231 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116378 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58106 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959800.000000 Penalty: 98646.656250
Iteration 333Q: 30 clusters Score -1.289598e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138515 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36079 members 
Mstep: Class 8 contains 44545 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42167 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41214 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200619 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 24236 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116378 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58104 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959800.000000 Penalty: 98646.656250
Iteration 334Q: 30 clusters Score -1.289598e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138506 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 44544 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41214 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13392 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200623 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24243 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116382 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58101 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 335Q: 30 clusters Score -1.289598e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138496 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36086 members 
Mstep: Class 8 contains 44544 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41213 members 
Mstep: Class 17 contains 32482 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200624 members 
Mstep: Class 21 contains 16286 members 
Mstep: Class 22 contains 24250 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116384 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58099 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959720.000000 Penalty: 98646.656250
Iteration 336Q: 30 clusters Score -1.289597e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138487 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36096 members 
Mstep: Class 8 contains 44545 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41213 members 
Mstep: Class 17 contains 32483 members 
Mstep: Class 18 contains 13388 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200620 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 24256 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116382 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58097 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959792.000000 Penalty: 98646.656250
Iteration 337Q: 30 clusters Score -1.289598e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138484 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36112 members 
Mstep: Class 8 contains 44543 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41213 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13386 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200616 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24258 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116375 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58094 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959800.000000 Penalty: 98646.656250
Iteration 338Q: 30 clusters Score -1.289598e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138480 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36126 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41213 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13382 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200616 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24262 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116370 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58088 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959712.000000 Penalty: 98646.656250
Iteration 339Q: 30 clusters Score -1.289597e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138479 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36134 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41214 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13379 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200618 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 24265 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116366 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58083 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959752.000000 Penalty: 98646.656250
Iteration 340F: 30 clusters Score -1.289598e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138480 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36140 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200615 members 
Mstep: Class 21 contains 16291 members 
Mstep: Class 22 contains 24267 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116363 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58080 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 341Q: 30 clusters Score -1.289598e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138471 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36142 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200616 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 24268 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116366 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58080 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 342Q: 30 clusters Score -1.289598e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138466 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 44538 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200618 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 22 contains 24269 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116370 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58080 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 343Q: 30 clusters Score -1.289598e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138458 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36144 members 
Mstep: Class 8 contains 44535 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200625 members 
Mstep: Class 21 contains 16291 members 
Mstep: Class 22 contains 24270 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116374 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58078 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959744.000000 Penalty: 98646.656250
Iteration 344Q: 30 clusters Score -1.289597e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138450 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36142 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200637 members 
Mstep: Class 21 contains 16290 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116371 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58077 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959768.000000 Penalty: 98646.656250
Iteration 345Q: 30 clusters Score -1.289598e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138440 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36144 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200647 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116374 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58075 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 346Q: 30 clusters Score -1.289598e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138435 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36146 members 
Mstep: Class 8 contains 44537 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200648 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116375 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58076 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 347Q: 30 clusters Score -1.289598e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138432 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36147 members 
Mstep: Class 8 contains 44538 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200651 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116375 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58074 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 348Q: 30 clusters Score -1.289598e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138428 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36149 members 
Mstep: Class 8 contains 44537 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200654 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116376 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58072 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959800.000000 Penalty: 98646.656250
Iteration 349Q: 30 clusters Score -1.289598e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138426 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36150 members 
Mstep: Class 8 contains 44539 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200658 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116374 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58069 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 350Q: 30 clusters Score -1.289598e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138417 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36153 members 
Mstep: Class 8 contains 44540 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200666 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116373 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58066 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 351Q: 30 clusters Score -1.289598e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138412 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36153 members 
Mstep: Class 8 contains 44540 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200674 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116374 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58062 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959744.000000 Penalty: 98646.656250
Iteration 352Q: 30 clusters Score -1.289597e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138410 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36154 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200674 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116375 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58060 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 353Q: 30 clusters Score -1.289598e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138403 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200678 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116376 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58059 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959776.000000 Penalty: 98646.656250
Iteration 354Q: 30 clusters Score -1.289598e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138398 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200680 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116382 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58057 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959792.000000 Penalty: 98646.656250
Iteration 355Q: 30 clusters Score -1.289598e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138395 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200681 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116386 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959792.000000 Penalty: 98646.656250
Iteration 356Q: 30 clusters Score -1.289598e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138391 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200681 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116390 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959824.000000 Penalty: 98646.656250
Iteration 357Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138388 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32484 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200682 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959808.000000 Penalty: 98646.656250
Iteration 358Q: 30 clusters Score -1.289598e+08 nChanged 3
Entering ConstructFrom: 
Score: -128959808.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (14160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Entering Unmasked Estep 
Score: -1883402.375000 Penalty: 2370.427734
	Iteration 0F: 2 clusters Score -1883402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1872967.500000 Penalty: 4740.855469
	Iteration 0F: 3 clusters Score -1872968 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1876310.625000 Penalty: 4740.855469
	Iteration 1F: 3 clusters Score -1876311 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1876839.750000 Penalty: 4740.855469
	Iteration 2F: 3 clusters Score -1876840 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1877378.125000 Penalty: 4740.855469
	Iteration 3F: 3 clusters Score -1877378 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1877862.500000 Penalty: 4740.855469
	Iteration 4F: 3 clusters Score -1877862 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1878290.875000 Penalty: 4740.855469
	Iteration 5F: 3 clusters Score -1878291 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1878614.875000 Penalty: 4740.855469
	Iteration 6Q: 3 clusters Score -1878615 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1878908.500000 Penalty: 4740.855469
	Iteration 7Q: 3 clusters Score -1878908 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1879182.750000 Penalty: 4740.855469
	Iteration 8Q: 3 clusters Score -1879183 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1879453.125000 Penalty: 4740.855469
	Iteration 9Q: 3 clusters Score -1879453 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1879681.000000 Penalty: 4740.855469
	Iteration 10Q: 3 clusters Score -1879681 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1879897.250000 Penalty: 4740.855469
	Iteration 11Q: 3 clusters Score -1879897 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1880100.750000 Penalty: 4740.855469
	Iteration 12Q: 3 clusters Score -1880101 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1880275.625000 Penalty: 4740.855469
	Iteration 13Q: 3 clusters Score -1880276 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1880429.500000 Penalty: 4740.855469
	Iteration 14Q: 3 clusters Score -1880430 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1880551.875000 Penalty: 4740.855469
	Iteration 15Q: 3 clusters Score -1880552 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1880659.000000 Penalty: 4740.855469
	Iteration 16Q: 3 clusters Score -1880659 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1880734.125000 Penalty: 4740.855469
	Iteration 17Q: 3 clusters Score -1880734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1880801.500000 Penalty: 4740.855469
	Iteration 18Q: 3 clusters Score -1880802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1880887.500000 Penalty: 4740.855469
	Iteration 19Q: 3 clusters Score -1880888 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1880964.750000 Penalty: 4740.855469
	Iteration 20F: 3 clusters Score -1880965 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1881045.875000 Penalty: 4740.855469
	Iteration 21Q: 3 clusters Score -1881046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1881112.375000 Penalty: 4740.855469
	Iteration 22Q: 3 clusters Score -1881112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1881162.000000 Penalty: 4740.855469
	Iteration 23Q: 3 clusters Score -1881162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1881207.125000 Penalty: 4740.855469
	Iteration 24Q: 3 clusters Score -1881207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1881232.375000 Penalty: 4740.855469
	Iteration 25Q: 3 clusters Score -1881232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1881261.875000 Penalty: 4740.855469
	Iteration 26Q: 3 clusters Score -1881262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1881305.375000 Penalty: 4740.855469
	Iteration 27Q: 3 clusters Score -1881305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1881340.375000 Penalty: 4740.855469
	Iteration 28Q: 3 clusters Score -1881340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1881367.500000 Penalty: 4740.855469
	Iteration 29Q: 3 clusters Score -1881368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1881380.875000 Penalty: 4740.855469
	Iteration 30Q: 3 clusters Score -1881381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1881405.250000 Penalty: 4740.855469
	Iteration 31Q: 3 clusters Score -1881405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1881431.125000 Penalty: 4740.855469
	Iteration 32Q: 3 clusters Score -1881431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1881449.750000 Penalty: 4740.855469
	Iteration 33Q: 3 clusters Score -1881450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1881477.375000 Penalty: 4740.855469
	Iteration 34Q: 3 clusters Score -1881477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1881495.750000 Penalty: 4740.855469
	Iteration 35Q: 3 clusters Score -1881496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1881510.875000 Penalty: 4740.855469
	Iteration 36Q: 3 clusters Score -1881511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1881530.375000 Penalty: 4740.855469
	Iteration 37Q: 3 clusters Score -1881530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1881541.625000 Penalty: 4740.855469
	Iteration 38Q: 3 clusters Score -1881542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1881552.375000 Penalty: 4740.855469
	Iteration 39Q: 3 clusters Score -1881552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1881564.875000 Penalty: 4740.855469
	Iteration 40F: 3 clusters Score -1881565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1881581.125000 Penalty: 4740.855469
	Iteration 41Q: 3 clusters Score -1881581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1881589.125000 Penalty: 4740.855469
	Iteration 42Q: 3 clusters Score -1881589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1881597.625000 Penalty: 4740.855469
	Iteration 43Q: 3 clusters Score -1881598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1881602.875000 Penalty: 4740.855469
	Iteration 44Q: 3 clusters Score -1881603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1881605.750000 Penalty: 4740.855469
	Iteration 45Q: 3 clusters Score -1881606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1881607.875000 Penalty: 4740.855469
	Iteration 46Q: 3 clusters Score -1881608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1881616.625000 Penalty: 4740.855469
	Iteration 47Q: 3 clusters Score -1881617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1881627.250000 Penalty: 4740.855469
	Iteration 48Q: 3 clusters Score -1881627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1881637.750000 Penalty: 4740.855469
	Iteration 49Q: 3 clusters Score -1881638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1881643.625000 Penalty: 4740.855469
	Iteration 50Q: 3 clusters Score -1881644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1881644.375000 Penalty: 4740.855469
	Iteration 51Q: 3 clusters Score -1881644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1881645.250000 Penalty: 4740.855469
	Iteration 52Q: 3 clusters Score -1881645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1881654.750000 Penalty: 4740.855469
	Iteration 53Q: 3 clusters Score -1881655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1881654.750000 Penalty: 4740.855469
	Iteration 54Q: 3 clusters Score -1881655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1881663.875000 Penalty: 4740.855469
	Iteration 55Q: 3 clusters Score -1881664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1881665.000000 Penalty: 4740.855469
	Iteration 56Q: 3 clusters Score -1881665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1881667.625000 Penalty: 4740.855469
	Iteration 57Q: 3 clusters Score -1881668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1881665.875000 Penalty: 4740.855469
	Iteration 58Q: 3 clusters Score -1881666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1881666.000000 Penalty: 4740.855469
	Iteration 59Q: 3 clusters Score -1881666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1881670.750000 Penalty: 4740.855469
	Iteration 60F: 3 clusters Score -1881671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1881671.875000 Penalty: 4740.855469
	Iteration 61Q: 3 clusters Score -1881672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1881677.250000 Penalty: 4740.855469
	Iteration 62Q: 3 clusters Score -1881677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1881675.875000 Penalty: 4740.855469
	Iteration 63Q: 3 clusters Score -1881676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1881680.375000 Penalty: 4740.855469
	Iteration 64Q: 3 clusters Score -1881680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1881678.125000 Penalty: 4740.855469
	Iteration 65Q: 3 clusters Score -1881678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1881678.125000 Penalty: 4740.855469
	Iteration 66F: 3 clusters Score -1881678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Entering Unmasked Estep 
Score: -4959137.500000 Penalty: 2594.246582
	Iteration 0F: 2 clusters Score -4959138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4935374.500000 Penalty: 5188.493164
	Iteration 0F: 3 clusters Score -4935374 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4944099.500000 Penalty: 5188.493164
	Iteration 1F: 3 clusters Score -4944100 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4944591.000000 Penalty: 5188.493164
	Iteration 2Q: 3 clusters Score -4944591 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4945014.000000 Penalty: 5188.493164
	Iteration 3Q: 3 clusters Score -4945014 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4945437.500000 Penalty: 5188.493164
	Iteration 4Q: 3 clusters Score -4945438 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4945966.500000 Penalty: 5188.493164
	Iteration 5Q: 3 clusters Score -4945966 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4946608.500000 Penalty: 5188.493164
	Iteration 6Q: 3 clusters Score -4946608 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4947456.000000 Penalty: 5188.493164
	Iteration 7Q: 3 clusters Score -4947456 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4948612.500000 Penalty: 5188.493164
	Iteration 8F: 3 clusters Score -4948612 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4950115.000000 Penalty: 5188.493164
	Iteration 9F: 3 clusters Score -4950115 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4951768.500000 Penalty: 5188.493164
	Iteration 10F: 3 clusters Score -4951768 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4953378.500000 Penalty: 5188.493164
	Iteration 11Q: 3 clusters Score -4953378 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4954682.000000 Penalty: 5188.493164
	Iteration 12Q: 3 clusters Score -4954682 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4955540.000000 Penalty: 5188.493164
	Iteration 13Q: 3 clusters Score -4955540 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -4956027.500000 Penalty: 5188.493164
	Iteration 14Q: 3 clusters Score -4956028 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4956290.000000 Penalty: 5188.493164
	Iteration 15Q: 3 clusters Score -4956290 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4956470.500000 Penalty: 5188.493164
	Iteration 16Q: 3 clusters Score -4956470 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4956572.000000 Penalty: 5188.493164
	Iteration 17Q: 3 clusters Score -4956572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4956657.000000 Penalty: 5188.493164
	Iteration 18Q: 3 clusters Score -4956657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4956718.000000 Penalty: 5188.493164
	Iteration 19Q: 3 clusters Score -4956718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4956762.000000 Penalty: 5188.493164
	Iteration 20F: 3 clusters Score -4956762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4956790.000000 Penalty: 5188.493164
	Iteration 21Q: 3 clusters Score -4956790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4956809.500000 Penalty: 5188.493164
	Iteration 22Q: 3 clusters Score -4956810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4956846.500000 Penalty: 5188.493164
	Iteration 23Q: 3 clusters Score -4956846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4956867.500000 Penalty: 5188.493164
	Iteration 24Q: 3 clusters Score -4956868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4956915.500000 Penalty: 5188.493164
	Iteration 25Q: 3 clusters Score -4956916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4956949.000000 Penalty: 5188.493164
	Iteration 26Q: 3 clusters Score -4956949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4956991.000000 Penalty: 5188.493164
	Iteration 27Q: 3 clusters Score -4956991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4957017.000000 Penalty: 5188.493164
	Iteration 28Q: 3 clusters Score -4957017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4957033.500000 Penalty: 5188.493164
	Iteration 29Q: 3 clusters Score -4957034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4957075.500000 Penalty: 5188.493164
	Iteration 30Q: 3 clusters Score -4957076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4957086.500000 Penalty: 5188.493164
	Iteration 31Q: 3 clusters Score -4957086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4957118.000000 Penalty: 5188.493164
	Iteration 32Q: 3 clusters Score -4957118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4957138.000000 Penalty: 5188.493164
	Iteration 33Q: 3 clusters Score -4957138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4957150.000000 Penalty: 5188.493164
	Iteration 34Q: 3 clusters Score -4957150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4957155.500000 Penalty: 5188.493164
	Iteration 35Q: 3 clusters Score -4957156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4957166.000000 Penalty: 5188.493164
	Iteration 36Q: 3 clusters Score -4957166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4957181.500000 Penalty: 5188.493164
	Iteration 37Q: 3 clusters Score -4957182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4957193.000000 Penalty: 5188.493164
	Iteration 38Q: 3 clusters Score -4957193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4957190.000000 Penalty: 5188.493164
	Iteration 39Q: 3 clusters Score -4957190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4957189.000000 Penalty: 5188.493164
	Iteration 40F: 3 clusters Score -4957189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4957198.500000 Penalty: 5188.493164
	Iteration 41Q: 3 clusters Score -4957198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4957207.500000 Penalty: 5188.493164
	Iteration 42Q: 3 clusters Score -4957208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4957203.500000 Penalty: 5188.493164
	Iteration 43Q: 3 clusters Score -4957204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4957207.000000 Penalty: 5188.493164
	Iteration 44Q: 3 clusters Score -4957207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4957217.500000 Penalty: 5188.493164
	Iteration 45Q: 3 clusters Score -4957218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4957212.000000 Penalty: 5188.493164
	Iteration 46Q: 3 clusters Score -4957212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4957230.000000 Penalty: 5188.493164
	Iteration 47Q: 3 clusters Score -4957230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4957244.000000 Penalty: 5188.493164
	Iteration 48Q: 3 clusters Score -4957244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4957247.000000 Penalty: 5188.493164
	Iteration 49Q: 3 clusters Score -4957247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4957246.500000 Penalty: 5188.493164
	Iteration 50Q: 3 clusters Score -4957246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4957251.500000 Penalty: 5188.493164
	Iteration 51Q: 3 clusters Score -4957252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4957253.500000 Penalty: 5188.493164
	Iteration 52Q: 3 clusters Score -4957254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4957249.000000 Penalty: 5188.493164
	Iteration 53Q: 3 clusters Score -4957249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4957247.000000 Penalty: 5188.493164
	Iteration 54Q: 3 clusters Score -4957247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4957246.500000 Penalty: 5188.493164
	Iteration 55Q: 3 clusters Score -4957246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4957244.500000 Penalty: 5188.493164
	Iteration 56Q: 3 clusters Score -4957244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4957254.500000 Penalty: 5188.493164
	Iteration 57Q: 3 clusters Score -4957254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4957259.500000 Penalty: 5188.493164
	Iteration 58Q: 3 clusters Score -4957260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4957255.000000 Penalty: 5188.493164
	Iteration 59Q: 3 clusters Score -4957255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4957253.000000 Penalty: 5188.493164
	Iteration 60F: 3 clusters Score -4957253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4957252.000000 Penalty: 5188.493164
	Iteration 61Q: 3 clusters Score -4957252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4957256.000000 Penalty: 5188.493164
	Iteration 62Q: 3 clusters Score -4957256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4957257.500000 Penalty: 5188.493164
	Iteration 63Q: 3 clusters Score -4957258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4957258.000000 Penalty: 5188.493164
	Iteration 64Q: 3 clusters Score -4957258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4957254.500000 Penalty: 5188.493164
	Iteration 65Q: 3 clusters Score -4957254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4957254.500000 Penalty: 5188.493164
	Iteration 66F: 3 clusters Score -4957254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Entering Unmasked Estep 
Score: -20297150.000000 Penalty: 2935.774902
	Iteration 0F: 2 clusters Score -2.029715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -20207376.000000 Penalty: 5871.549805
	Iteration 0F: 3 clusters Score -2.020738e+07 nChanged 66125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -20245134.000000 Penalty: 5871.549805
	Iteration 1F: 3 clusters Score -2.024513e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -20245854.000000 Penalty: 5871.549805
	Iteration 2Q: 3 clusters Score -2.024585e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -20246880.000000 Penalty: 5871.549805
	Iteration 3Q: 3 clusters Score -2.024688e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -20248326.000000 Penalty: 5871.549805
	Iteration 4Q: 3 clusters Score -2.024833e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -20250960.000000 Penalty: 5871.549805
	Iteration 5Q: 3 clusters Score -2.025096e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -20255116.000000 Penalty: 5871.549805
	Iteration 6F: 3 clusters Score -2.025512e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -20261856.000000 Penalty: 5871.549805
	Iteration 7F: 3 clusters Score -2.026186e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -20270296.000000 Penalty: 5871.549805
	Iteration 8F: 3 clusters Score -2.02703e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -20277872.000000 Penalty: 5871.549805
	Iteration 9F: 3 clusters Score -2.027787e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -20283612.000000 Penalty: 5871.549805
	Iteration 10Q: 3 clusters Score -2.028361e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -20287076.000000 Penalty: 5871.549805
	Iteration 11Q: 3 clusters Score -2.028708e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -20289314.000000 Penalty: 5871.549805
	Iteration 12Q: 3 clusters Score -2.028931e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -20290694.000000 Penalty: 5871.549805
	Iteration 13Q: 3 clusters Score -2.029069e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 132184 members 
Entering Unmasked Estep 
Score: -20291678.000000 Penalty: 5871.549805
	Iteration 14Q: 3 clusters Score -2.029168e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -20292246.000000 Penalty: 5871.549805
	Iteration 15Q: 3 clusters Score -2.029225e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -20292738.000000 Penalty: 5871.549805
	Iteration 16Q: 3 clusters Score -2.029274e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -20293088.000000 Penalty: 5871.549805
	Iteration 17Q: 3 clusters Score -2.029309e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -20293396.000000 Penalty: 5871.549805
	Iteration 18Q: 3 clusters Score -2.02934e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 135251 members 
Entering Unmasked Estep 
Score: -20293612.000000 Penalty: 5871.549805
	Iteration 19Q: 3 clusters Score -2.029361e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -20293712.000000 Penalty: 5871.549805
	Iteration 20F: 3 clusters Score -2.029371e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -20293850.000000 Penalty: 5871.549805
	Iteration 21Q: 3 clusters Score -2.029385e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 135939 members 
Entering Unmasked Estep 
Score: -20293928.000000 Penalty: 5871.549805
	Iteration 22Q: 3 clusters Score -2.029393e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 136080 members 
Entering Unmasked Estep 
Score: -20294074.000000 Penalty: 5871.549805
	Iteration 23Q: 3 clusters Score -2.029407e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -20294124.000000 Penalty: 5871.549805
	Iteration 24Q: 3 clusters Score -2.029412e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 136307 members 
Entering Unmasked Estep 
Score: -20294174.000000 Penalty: 5871.549805
	Iteration 25Q: 3 clusters Score -2.029417e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -20294208.000000 Penalty: 5871.549805
	Iteration 26Q: 3 clusters Score -2.029421e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -20294290.000000 Penalty: 5871.549805
	Iteration 27Q: 3 clusters Score -2.029429e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 136549 members 
Entering Unmasked Estep 
Score: -20294300.000000 Penalty: 5871.549805
	Iteration 28Q: 3 clusters Score -2.02943e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -20294290.000000 Penalty: 5871.549805
	Iteration 29Q: 3 clusters Score -2.029429e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 136650 members 
Entering Unmasked Estep 
Score: -20294312.000000 Penalty: 5871.549805
	Iteration 30Q: 3 clusters Score -2.029431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 136690 members 
Entering Unmasked Estep 
Score: -20294352.000000 Penalty: 5871.549805
	Iteration 31Q: 3 clusters Score -2.029435e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 136727 members 
Entering Unmasked Estep 
Score: -20294378.000000 Penalty: 5871.549805
	Iteration 32Q: 3 clusters Score -2.029438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -20294418.000000 Penalty: 5871.549805
	Iteration 33Q: 3 clusters Score -2.029442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -20294432.000000 Penalty: 5871.549805
	Iteration 34Q: 3 clusters Score -2.029443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -20294460.000000 Penalty: 5871.549805
	Iteration 35Q: 3 clusters Score -2.029446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 136829 members 
Entering Unmasked Estep 
Score: -20294476.000000 Penalty: 5871.549805
	Iteration 36Q: 3 clusters Score -2.029448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -20294474.000000 Penalty: 5871.549805
	Iteration 37Q: 3 clusters Score -2.029447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -20294482.000000 Penalty: 5871.549805
	Iteration 38Q: 3 clusters Score -2.029448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 136882 members 
Entering Unmasked Estep 
Score: -20294484.000000 Penalty: 5871.549805
	Iteration 39Q: 3 clusters Score -2.029448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -20294470.000000 Penalty: 5871.549805
	Iteration 40F: 3 clusters Score -2.029447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 136918 members 
Entering Unmasked Estep 
Score: -20294478.000000 Penalty: 5871.549805
	Iteration 41Q: 3 clusters Score -2.029448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -20294488.000000 Penalty: 5871.549805
	Iteration 42Q: 3 clusters Score -2.029449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 136938 members 
Entering Unmasked Estep 
Score: -20294500.000000 Penalty: 5871.549805
	Iteration 43Q: 3 clusters Score -2.02945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -20294518.000000 Penalty: 5871.549805
	Iteration 44Q: 3 clusters Score -2.029452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -20294520.000000 Penalty: 5871.549805
	Iteration 45Q: 3 clusters Score -2.029452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -20294510.000000 Penalty: 5871.549805
	Iteration 46Q: 3 clusters Score -2.029451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 136963 members 
Entering Unmasked Estep 
Score: -20294518.000000 Penalty: 5871.549805
	Iteration 47Q: 3 clusters Score -2.029452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -20294532.000000 Penalty: 5871.549805
	Iteration 48Q: 3 clusters Score -2.029453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -20294512.000000 Penalty: 5871.549805
	Iteration 49Q: 3 clusters Score -2.029451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -20294530.000000 Penalty: 5871.549805
	Iteration 50Q: 3 clusters Score -2.029453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -20294540.000000 Penalty: 5871.549805
	Iteration 51Q: 3 clusters Score -2.029454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 136988 members 
Entering Unmasked Estep 
Score: -20294536.000000 Penalty: 5871.549805
	Iteration 52Q: 3 clusters Score -2.029454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -20294544.000000 Penalty: 5871.549805
	Iteration 53Q: 3 clusters Score -2.029454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 136993 members 
Entering Unmasked Estep 
Score: -20294534.000000 Penalty: 5871.549805
	Iteration 54Q: 3 clusters Score -2.029453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 136993 members 
Entering Unmasked Estep 
Score: -20294554.000000 Penalty: 5871.549805
	Iteration 55Q: 3 clusters Score -2.029455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -20294540.000000 Penalty: 5871.549805
	Iteration 56Q: 3 clusters Score -2.029454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -20294546.000000 Penalty: 5871.549805
	Iteration 57Q: 3 clusters Score -2.029455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 137002 members 
Entering Unmasked Estep 
Score: -20294536.000000 Penalty: 5871.549805
	Iteration 58Q: 3 clusters Score -2.029454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -20294528.000000 Penalty: 5871.549805
	Iteration 59Q: 3 clusters Score -2.029453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 137008 members 
Entering Unmasked Estep 
Score: -20294562.000000 Penalty: 5871.549805
	Iteration 60F: 3 clusters Score -2.029456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -327311.937500 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -327311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -324420.750000 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -324420.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -324991.625000 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -324991.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -325161.218750 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -325161.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -325260.000000 Penalty: 3860.479248
	Iteration 3Q: 3 clusters Score -325260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -325335.843750 Penalty: 3860.479248
	Iteration 4Q: 3 clusters Score -325335.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -325396.937500 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -325396.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -325443.187500 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -325443.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -325497.906250 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -325497.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325571.593750 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -325571.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325671.625000 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -325671.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325796.406250 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -325796.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -326000.375000 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -326000.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326347.312500 Penalty: 3860.479248
	Iteration 12F: 3 clusters Score -326347.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -327018.781250 Penalty: 3860.479248
	Iteration 13F: 3 clusters Score -327018.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327737.593750 Penalty: 3860.479248
	Iteration 14F: 3 clusters Score -327737.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -327864.906250 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -327864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -327882.500000 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -327882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -327886.781250 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -327886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -327887.843750 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -327887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -327887.843750 Penalty: 3860.479248
	Iteration 19F: 3 clusters Score -327887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138386 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200683 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 1108 members 
Entering Unmasked Estep 
Score: -128958888.000000 Penalty: 102048.265625
Splitting cluster 4 changes total score from -128959808.000000 to -128958888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1457836.125000 Penalty: 2289.876465
	Iteration 0F: 2 clusters Score -1457836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1449967.000000 Penalty: 4579.752930
	Iteration 0F: 3 clusters Score -1449967 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1452179.875000 Penalty: 4579.752930
	Iteration 1F: 3 clusters Score -1452180 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1452472.125000 Penalty: 4579.752930
	Iteration 2F: 3 clusters Score -1452472 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1452673.875000 Penalty: 4579.752930
	Iteration 3F: 3 clusters Score -1452674 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1452854.000000 Penalty: 4579.752930
	Iteration 4Q: 3 clusters Score -1452854 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1453057.500000 Penalty: 4579.752930
	Iteration 5Q: 3 clusters Score -1453058 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1453272.250000 Penalty: 4579.752930
	Iteration 6Q: 3 clusters Score -1453272 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1453539.000000 Penalty: 4579.752930
	Iteration 7Q: 3 clusters Score -1453539 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1453862.625000 Penalty: 4579.752930
	Iteration 8Q: 3 clusters Score -1453863 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1454242.625000 Penalty: 4579.752930
	Iteration 9F: 3 clusters Score -1454243 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1454582.625000 Penalty: 4579.752930
	Iteration 10F: 3 clusters Score -1454583 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1454853.750000 Penalty: 4579.752930
	Iteration 11Q: 3 clusters Score -1454854 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1455126.250000 Penalty: 4579.752930
	Iteration 12Q: 3 clusters Score -1455126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1455322.250000 Penalty: 4579.752930
	Iteration 13Q: 3 clusters Score -1455322 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1455477.000000 Penalty: 4579.752930
	Iteration 14Q: 3 clusters Score -1455477 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1455592.375000 Penalty: 4579.752930
	Iteration 15Q: 3 clusters Score -1455592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1455673.250000 Penalty: 4579.752930
	Iteration 16Q: 3 clusters Score -1455673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1455726.750000 Penalty: 4579.752930
	Iteration 17Q: 3 clusters Score -1455727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1455784.625000 Penalty: 4579.752930
	Iteration 18Q: 3 clusters Score -1455785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1455840.750000 Penalty: 4579.752930
	Iteration 19Q: 3 clusters Score -1455841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1455895.125000 Penalty: 4579.752930
	Iteration 20F: 3 clusters Score -1455895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1455941.250000 Penalty: 4579.752930
	Iteration 21Q: 3 clusters Score -1455941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1455970.250000 Penalty: 4579.752930
	Iteration 22Q: 3 clusters Score -1455970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1455987.625000 Penalty: 4579.752930
	Iteration 23Q: 3 clusters Score -1455988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1455999.875000 Penalty: 4579.752930
	Iteration 24Q: 3 clusters Score -1456000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1456007.250000 Penalty: 4579.752930
	Iteration 25Q: 3 clusters Score -1456007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1456020.875000 Penalty: 4579.752930
	Iteration 26Q: 3 clusters Score -1456021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1456027.750000 Penalty: 4579.752930
	Iteration 27Q: 3 clusters Score -1456028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1456038.625000 Penalty: 4579.752930
	Iteration 28Q: 3 clusters Score -1456039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1456048.500000 Penalty: 4579.752930
	Iteration 29Q: 3 clusters Score -1456048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1456051.000000 Penalty: 4579.752930
	Iteration 30Q: 3 clusters Score -1456051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1456057.750000 Penalty: 4579.752930
	Iteration 31Q: 3 clusters Score -1456058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1456060.000000 Penalty: 4579.752930
	Iteration 32Q: 3 clusters Score -1456060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1456063.250000 Penalty: 4579.752930
	Iteration 33Q: 3 clusters Score -1456063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1456065.875000 Penalty: 4579.752930
	Iteration 34Q: 3 clusters Score -1456066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1456067.625000 Penalty: 4579.752930
	Iteration 35Q: 3 clusters Score -1456068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1456071.125000 Penalty: 4579.752930
	Iteration 36Q: 3 clusters Score -1456071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1456073.000000 Penalty: 4579.752930
	Iteration 37Q: 3 clusters Score -1456073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1456073.750000 Penalty: 4579.752930
	Iteration 38Q: 3 clusters Score -1456074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1456073.500000 Penalty: 4579.752930
	Iteration 39Q: 3 clusters Score -1456074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1456077.875000 Penalty: 4579.752930
	Iteration 40F: 3 clusters Score -1456078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1456077.125000 Penalty: 4579.752930
	Iteration 41Q: 3 clusters Score -1456077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1456078.375000 Penalty: 4579.752930
	Iteration 42Q: 3 clusters Score -1456078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1456078.875000 Penalty: 4579.752930
	Iteration 43Q: 3 clusters Score -1456079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1456079.500000 Penalty: 4579.752930
	Iteration 44Q: 3 clusters Score -1456080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1456079.500000 Penalty: 4579.752930
	Iteration 45F: 3 clusters Score -1456080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Entering Unmasked Estep 
Score: -1762234.250000 Penalty: 2356.190674
	Iteration 0F: 2 clusters Score -1762234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1752408.125000 Penalty: 4712.381348
	Iteration 0F: 3 clusters Score -1752408 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1755571.875000 Penalty: 4712.381348
	Iteration 1F: 3 clusters Score -1755572 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1756057.875000 Penalty: 4712.381348
	Iteration 2F: 3 clusters Score -1756058 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1756481.750000 Penalty: 4712.381348
	Iteration 3F: 3 clusters Score -1756482 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1756880.750000 Penalty: 4712.381348
	Iteration 4F: 3 clusters Score -1756881 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1757230.500000 Penalty: 4712.381348
	Iteration 5F: 3 clusters Score -1757230 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1757537.500000 Penalty: 4712.381348
	Iteration 6Q: 3 clusters Score -1757538 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1757821.000000 Penalty: 4712.381348
	Iteration 7Q: 3 clusters Score -1757821 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1758076.000000 Penalty: 4712.381348
	Iteration 8Q: 3 clusters Score -1758076 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1758304.625000 Penalty: 4712.381348
	Iteration 9Q: 3 clusters Score -1758305 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1758504.750000 Penalty: 4712.381348
	Iteration 10Q: 3 clusters Score -1758505 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1758686.625000 Penalty: 4712.381348
	Iteration 11Q: 3 clusters Score -1758687 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1758846.750000 Penalty: 4712.381348
	Iteration 12Q: 3 clusters Score -1758847 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1758975.250000 Penalty: 4712.381348
	Iteration 13Q: 3 clusters Score -1758975 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1759082.750000 Penalty: 4712.381348
	Iteration 14Q: 3 clusters Score -1759083 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1759166.750000 Penalty: 4712.381348
	Iteration 15Q: 3 clusters Score -1759167 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1759233.750000 Penalty: 4712.381348
	Iteration 16Q: 3 clusters Score -1759234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1759300.625000 Penalty: 4712.381348
	Iteration 17Q: 3 clusters Score -1759301 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1759344.625000 Penalty: 4712.381348
	Iteration 18Q: 3 clusters Score -1759345 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1759392.500000 Penalty: 4712.381348
	Iteration 19Q: 3 clusters Score -1759392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1759458.125000 Penalty: 4712.381348
	Iteration 20F: 3 clusters Score -1759458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1759510.375000 Penalty: 4712.381348
	Iteration 21Q: 3 clusters Score -1759510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1759567.875000 Penalty: 4712.381348
	Iteration 22Q: 3 clusters Score -1759568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1759615.375000 Penalty: 4712.381348
	Iteration 23Q: 3 clusters Score -1759615 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1759663.500000 Penalty: 4712.381348
	Iteration 24Q: 3 clusters Score -1759664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1759716.375000 Penalty: 4712.381348
	Iteration 25Q: 3 clusters Score -1759716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1759768.250000 Penalty: 4712.381348
	Iteration 26Q: 3 clusters Score -1759768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1759816.750000 Penalty: 4712.381348
	Iteration 27Q: 3 clusters Score -1759817 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1759888.625000 Penalty: 4712.381348
	Iteration 28Q: 3 clusters Score -1759889 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1759958.500000 Penalty: 4712.381348
	Iteration 29Q: 3 clusters Score -1759958 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1760031.875000 Penalty: 4712.381348
	Iteration 30Q: 3 clusters Score -1760032 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1760099.500000 Penalty: 4712.381348
	Iteration 31Q: 3 clusters Score -1760100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1760157.000000 Penalty: 4712.381348
	Iteration 32Q: 3 clusters Score -1760157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1760210.875000 Penalty: 4712.381348
	Iteration 33Q: 3 clusters Score -1760211 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1760274.750000 Penalty: 4712.381348
	Iteration 34Q: 3 clusters Score -1760275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1760320.500000 Penalty: 4712.381348
	Iteration 35Q: 3 clusters Score -1760320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1760362.000000 Penalty: 4712.381348
	Iteration 36Q: 3 clusters Score -1760362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1760413.750000 Penalty: 4712.381348
	Iteration 37Q: 3 clusters Score -1760414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1760452.000000 Penalty: 4712.381348
	Iteration 38Q: 3 clusters Score -1760452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1760498.000000 Penalty: 4712.381348
	Iteration 39Q: 3 clusters Score -1760498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1760531.375000 Penalty: 4712.381348
	Iteration 40F: 3 clusters Score -1760531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1760564.125000 Penalty: 4712.381348
	Iteration 41Q: 3 clusters Score -1760564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1760596.750000 Penalty: 4712.381348
	Iteration 42Q: 3 clusters Score -1760597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1760621.125000 Penalty: 4712.381348
	Iteration 43Q: 3 clusters Score -1760621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1760638.375000 Penalty: 4712.381348
	Iteration 44Q: 3 clusters Score -1760638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1760656.750000 Penalty: 4712.381348
	Iteration 45Q: 3 clusters Score -1760657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1760671.750000 Penalty: 4712.381348
	Iteration 46Q: 3 clusters Score -1760672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1760686.500000 Penalty: 4712.381348
	Iteration 47Q: 3 clusters Score -1760686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1760700.625000 Penalty: 4712.381348
	Iteration 48Q: 3 clusters Score -1760701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1760700.750000 Penalty: 4712.381348
	Iteration 49Q: 3 clusters Score -1760701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1760705.500000 Penalty: 4712.381348
	Iteration 50Q: 3 clusters Score -1760706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1760716.125000 Penalty: 4712.381348
	Iteration 51Q: 3 clusters Score -1760716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1760717.625000 Penalty: 4712.381348
	Iteration 52Q: 3 clusters Score -1760718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1760716.500000 Penalty: 4712.381348
	Iteration 53Q: 3 clusters Score -1760716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1760724.375000 Penalty: 4712.381348
	Iteration 54Q: 3 clusters Score -1760724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1760728.750000 Penalty: 4712.381348
	Iteration 55Q: 3 clusters Score -1760729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1760730.500000 Penalty: 4712.381348
	Iteration 56Q: 3 clusters Score -1760730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1760735.125000 Penalty: 4712.381348
	Iteration 57Q: 3 clusters Score -1760735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1760736.875000 Penalty: 4712.381348
	Iteration 58Q: 3 clusters Score -1760737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1760737.875000 Penalty: 4712.381348
	Iteration 59Q: 3 clusters Score -1760738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1760736.000000 Penalty: 4712.381348
	Iteration 60F: 3 clusters Score -1760736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1760745.250000 Penalty: 4712.381348
	Iteration 61Q: 3 clusters Score -1760745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1760744.375000 Penalty: 4712.381348
	Iteration 62Q: 3 clusters Score -1760744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1760740.125000 Penalty: 4712.381348
	Iteration 63Q: 3 clusters Score -1760740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1760739.125000 Penalty: 4712.381348
	Iteration 64Q: 3 clusters Score -1760739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1760738.500000 Penalty: 4712.381348
	Iteration 65Q: 3 clusters Score -1760738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1760738.000000 Penalty: 4712.381348
	Iteration 66Q: 3 clusters Score -1760738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1760739.875000 Penalty: 4712.381348
	Iteration 67Q: 3 clusters Score -1760740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1760740.250000 Penalty: 4712.381348
	Iteration 68Q: 3 clusters Score -1760740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1760740.250000 Penalty: 4712.381348
	Iteration 69F: 3 clusters Score -1760740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Entering Unmasked Estep 
Score: -5365551.500000 Penalty: 2602.908203
	Iteration 0F: 2 clusters Score -5365552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5340999.500000 Penalty: 5205.816406
	Iteration 0F: 3 clusters Score -5341000 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -5349803.500000 Penalty: 5205.816406
	Iteration 1F: 3 clusters Score -5349804 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5350220.500000 Penalty: 5205.816406
	Iteration 2Q: 3 clusters Score -5350220 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5350571.500000 Penalty: 5205.816406
	Iteration 3Q: 3 clusters Score -5350572 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5350838.500000 Penalty: 5205.816406
	Iteration 4Q: 3 clusters Score -5350838 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5351056.500000 Penalty: 5205.816406
	Iteration 5Q: 3 clusters Score -5351056 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5351214.500000 Penalty: 5205.816406
	Iteration 6Q: 3 clusters Score -5351214 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5351484.000000 Penalty: 5205.816406
	Iteration 7Q: 3 clusters Score -5351484 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5351746.500000 Penalty: 5205.816406
	Iteration 8Q: 3 clusters Score -5351746 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5352101.500000 Penalty: 5205.816406
	Iteration 9Q: 3 clusters Score -5352102 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5352579.500000 Penalty: 5205.816406
	Iteration 10Q: 3 clusters Score -5352580 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5353349.000000 Penalty: 5205.816406
	Iteration 11Q: 3 clusters Score -5353349 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -5354561.500000 Penalty: 5205.816406
	Iteration 12F: 3 clusters Score -5354562 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -5356267.500000 Penalty: 5205.816406
	Iteration 13F: 3 clusters Score -5356268 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5358389.000000 Penalty: 5205.816406
	Iteration 14F: 3 clusters Score -5358389 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5360324.000000 Penalty: 5205.816406
	Iteration 15F: 3 clusters Score -5360324 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5361679.000000 Penalty: 5205.816406
	Iteration 16Q: 3 clusters Score -5361679 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5362465.000000 Penalty: 5205.816406
	Iteration 17Q: 3 clusters Score -5362465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5362817.000000 Penalty: 5205.816406
	Iteration 18Q: 3 clusters Score -5362817 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5363012.000000 Penalty: 5205.816406
	Iteration 19Q: 3 clusters Score -5363012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5363105.000000 Penalty: 5205.816406
	Iteration 20F: 3 clusters Score -5363105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5363171.500000 Penalty: 5205.816406
	Iteration 21Q: 3 clusters Score -5363172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5363206.500000 Penalty: 5205.816406
	Iteration 22Q: 3 clusters Score -5363206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5363234.500000 Penalty: 5205.816406
	Iteration 23Q: 3 clusters Score -5363234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5363256.000000 Penalty: 5205.816406
	Iteration 24Q: 3 clusters Score -5363256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5363267.000000 Penalty: 5205.816406
	Iteration 25Q: 3 clusters Score -5363267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5363276.500000 Penalty: 5205.816406
	Iteration 26Q: 3 clusters Score -5363276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5363282.000000 Penalty: 5205.816406
	Iteration 27Q: 3 clusters Score -5363282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5363290.000000 Penalty: 5205.816406
	Iteration 28Q: 3 clusters Score -5363290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5363287.500000 Penalty: 5205.816406
	Iteration 29Q: 3 clusters Score -5363288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5363295.000000 Penalty: 5205.816406
	Iteration 30Q: 3 clusters Score -5363295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5363294.500000 Penalty: 5205.816406
	Iteration 31Q: 3 clusters Score -5363294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5363300.000000 Penalty: 5205.816406
	Iteration 32Q: 3 clusters Score -5363300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5363298.000000 Penalty: 5205.816406
	Iteration 33Q: 3 clusters Score -5363298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5363298.000000 Penalty: 5205.816406
	Iteration 34F: 3 clusters Score -5363298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Entering Unmasked Estep 
Score: -6546976.000000 Penalty: 2654.633057
	Iteration 0F: 2 clusters Score -6546976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -6516762.500000 Penalty: 5309.266113
	Iteration 0F: 3 clusters Score -6516762 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -6528234.000000 Penalty: 5309.266113
	Iteration 1F: 3 clusters Score -6528234 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -6528725.000000 Penalty: 5309.266113
	Iteration 2Q: 3 clusters Score -6528725 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6529294.000000 Penalty: 5309.266113
	Iteration 3Q: 3 clusters Score -6529294 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6529890.500000 Penalty: 5309.266113
	Iteration 4Q: 3 clusters Score -6529890 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6530611.500000 Penalty: 5309.266113
	Iteration 5Q: 3 clusters Score -6530612 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6531591.000000 Penalty: 5309.266113
	Iteration 6Q: 3 clusters Score -6531591 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -6532900.500000 Penalty: 5309.266113
	Iteration 7F: 3 clusters Score -6532900 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6534579.500000 Penalty: 5309.266113
	Iteration 8F: 3 clusters Score -6534580 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -6536734.000000 Penalty: 5309.266113
	Iteration 9F: 3 clusters Score -6536734 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6538772.500000 Penalty: 5309.266113
	Iteration 10F: 3 clusters Score -6538772 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -6540043.000000 Penalty: 5309.266113
	Iteration 11Q: 3 clusters Score -6540043 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -6540798.000000 Penalty: 5309.266113
	Iteration 12Q: 3 clusters Score -6540798 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6541279.000000 Penalty: 5309.266113
	Iteration 13Q: 3 clusters Score -6541279 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -6541675.500000 Penalty: 5309.266113
	Iteration 14Q: 3 clusters Score -6541676 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6542045.000000 Penalty: 5309.266113
	Iteration 15Q: 3 clusters Score -6542045 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6542354.500000 Penalty: 5309.266113
	Iteration 16Q: 3 clusters Score -6542354 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -6542662.000000 Penalty: 5309.266113
	Iteration 17Q: 3 clusters Score -6542662 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -6542944.500000 Penalty: 5309.266113
	Iteration 18Q: 3 clusters Score -6542944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -6543182.500000 Penalty: 5309.266113
	Iteration 19Q: 3 clusters Score -6543182 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -6543392.000000 Penalty: 5309.266113
	Iteration 20F: 3 clusters Score -6543392 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6543560.000000 Penalty: 5309.266113
	Iteration 21Q: 3 clusters Score -6543560 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -6543645.000000 Penalty: 5309.266113
	Iteration 22Q: 3 clusters Score -6543645 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -6543758.500000 Penalty: 5309.266113
	Iteration 23Q: 3 clusters Score -6543758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -6543867.000000 Penalty: 5309.266113
	Iteration 24Q: 3 clusters Score -6543867 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -6543973.000000 Penalty: 5309.266113
	Iteration 25Q: 3 clusters Score -6543973 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -6544040.500000 Penalty: 5309.266113
	Iteration 26Q: 3 clusters Score -6544040 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6544099.500000 Penalty: 5309.266113
	Iteration 27Q: 3 clusters Score -6544100 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6544147.500000 Penalty: 5309.266113
	Iteration 28Q: 3 clusters Score -6544148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -6544186.500000 Penalty: 5309.266113
	Iteration 29Q: 3 clusters Score -6544186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -6544228.500000 Penalty: 5309.266113
	Iteration 30Q: 3 clusters Score -6544228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6544261.000000 Penalty: 5309.266113
	Iteration 31Q: 3 clusters Score -6544261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -6544286.000000 Penalty: 5309.266113
	Iteration 32Q: 3 clusters Score -6544286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -6544277.000000 Penalty: 5309.266113
	Iteration 33Q: 3 clusters Score -6544277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6544309.000000 Penalty: 5309.266113
	Iteration 34Q: 3 clusters Score -6544309 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -6544334.500000 Penalty: 5309.266113
	Iteration 35Q: 3 clusters Score -6544334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -6544337.000000 Penalty: 5309.266113
	Iteration 36Q: 3 clusters Score -6544337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -6544338.000000 Penalty: 5309.266113
	Iteration 37Q: 3 clusters Score -6544338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -6544343.000000 Penalty: 5309.266113
	Iteration 38Q: 3 clusters Score -6544343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6544349.000000 Penalty: 5309.266113
	Iteration 39Q: 3 clusters Score -6544349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -6544361.500000 Penalty: 5309.266113
	Iteration 40F: 3 clusters Score -6544362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6544361.000000 Penalty: 5309.266113
	Iteration 41Q: 3 clusters Score -6544361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -6544371.500000 Penalty: 5309.266113
	Iteration 42Q: 3 clusters Score -6544372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -6544366.500000 Penalty: 5309.266113
	Iteration 43Q: 3 clusters Score -6544366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -6544377.500000 Penalty: 5309.266113
	Iteration 44Q: 3 clusters Score -6544378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -6544374.000000 Penalty: 5309.266113
	Iteration 45Q: 3 clusters Score -6544374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -6544386.000000 Penalty: 5309.266113
	Iteration 46Q: 3 clusters Score -6544386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -6544398.000000 Penalty: 5309.266113
	Iteration 47Q: 3 clusters Score -6544398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6544396.000000 Penalty: 5309.266113
	Iteration 48Q: 3 clusters Score -6544396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6544394.500000 Penalty: 5309.266113
	Iteration 49Q: 3 clusters Score -6544394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -6544416.500000 Penalty: 5309.266113
	Iteration 50Q: 3 clusters Score -6544416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -6544425.000000 Penalty: 5309.266113
	Iteration 51Q: 3 clusters Score -6544425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -6544434.000000 Penalty: 5309.266113
	Iteration 52Q: 3 clusters Score -6544434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -6544449.000000 Penalty: 5309.266113
	Iteration 53Q: 3 clusters Score -6544449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6544457.500000 Penalty: 5309.266113
	Iteration 54Q: 3 clusters Score -6544458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -6544462.000000 Penalty: 5309.266113
	Iteration 55Q: 3 clusters Score -6544462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6544477.500000 Penalty: 5309.266113
	Iteration 56Q: 3 clusters Score -6544478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -6544478.500000 Penalty: 5309.266113
	Iteration 57Q: 3 clusters Score -6544478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6544499.500000 Penalty: 5309.266113
	Iteration 58Q: 3 clusters Score -6544500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -6544506.000000 Penalty: 5309.266113
	Iteration 59Q: 3 clusters Score -6544506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -6544506.500000 Penalty: 5309.266113
	Iteration 60F: 3 clusters Score -6544506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -6544521.000000 Penalty: 5309.266113
	Iteration 61Q: 3 clusters Score -6544521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -6544529.000000 Penalty: 5309.266113
	Iteration 62Q: 3 clusters Score -6544529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6544539.000000 Penalty: 5309.266113
	Iteration 63Q: 3 clusters Score -6544539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6544543.000000 Penalty: 5309.266113
	Iteration 64Q: 3 clusters Score -6544543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -6544544.000000 Penalty: 5309.266113
	Iteration 65Q: 3 clusters Score -6544544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6544549.000000 Penalty: 5309.266113
	Iteration 66Q: 3 clusters Score -6544549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -6544567.500000 Penalty: 5309.266113
	Iteration 67Q: 3 clusters Score -6544568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -6544589.500000 Penalty: 5309.266113
	Iteration 68Q: 3 clusters Score -6544590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -6544598.000000 Penalty: 5309.266113
	Iteration 69Q: 3 clusters Score -6544598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -6544596.000000 Penalty: 5309.266113
	Iteration 70Q: 3 clusters Score -6544596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -6544594.500000 Penalty: 5309.266113
	Iteration 71Q: 3 clusters Score -6544594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -6544589.500000 Penalty: 5309.266113
	Iteration 72Q: 3 clusters Score -6544590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -6544589.500000 Penalty: 5309.266113
	Iteration 73Q: 3 clusters Score -6544590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -6544587.500000 Penalty: 5309.266113
	Iteration 74Q: 3 clusters Score -6544588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -6544594.000000 Penalty: 5309.266113
	Iteration 75Q: 3 clusters Score -6544594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -6544594.000000 Penalty: 5309.266113
	Iteration 76Q: 3 clusters Score -6544594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6544595.500000 Penalty: 5309.266113
	Iteration 77Q: 3 clusters Score -6544596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -6544597.000000 Penalty: 5309.266113
	Iteration 78Q: 3 clusters Score -6544597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -6544595.500000 Penalty: 5309.266113
	Iteration 79Q: 3 clusters Score -6544596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -6544604.000000 Penalty: 5309.266113
	Iteration 80F: 3 clusters Score -6544604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -6544604.500000 Penalty: 5309.266113
	Iteration 81Q: 3 clusters Score -6544604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -6544610.000000 Penalty: 5309.266113
	Iteration 82Q: 3 clusters Score -6544610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -6544607.500000 Penalty: 5309.266113
	Iteration 83Q: 3 clusters Score -6544608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6544613.500000 Penalty: 5309.266113
	Iteration 84Q: 3 clusters Score -6544614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6544605.000000 Penalty: 5309.266113
	Iteration 85Q: 3 clusters Score -6544605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6544616.000000 Penalty: 5309.266113
	Iteration 86Q: 3 clusters Score -6544616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -6544615.000000 Penalty: 5309.266113
	Iteration 87Q: 3 clusters Score -6544615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6544611.000000 Penalty: 5309.266113
	Iteration 88Q: 3 clusters Score -6544611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -6544629.500000 Penalty: 5309.266113
	Iteration 89Q: 3 clusters Score -6544630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -6544630.000000 Penalty: 5309.266113
	Iteration 90Q: 3 clusters Score -6544630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -6544637.500000 Penalty: 5309.266113
	Iteration 91Q: 3 clusters Score -6544638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6544631.500000 Penalty: 5309.266113
	Iteration 92Q: 3 clusters Score -6544632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6544637.000000 Penalty: 5309.266113
	Iteration 93Q: 3 clusters Score -6544637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6544632.000000 Penalty: 5309.266113
	Iteration 94Q: 3 clusters Score -6544632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -6544632.500000 Penalty: 5309.266113
	Iteration 95Q: 3 clusters Score -6544632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -6544630.000000 Penalty: 5309.266113
	Iteration 96Q: 3 clusters Score -6544630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -6544636.500000 Penalty: 5309.266113
	Iteration 97Q: 3 clusters Score -6544636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6544632.500000 Penalty: 5309.266113
	Iteration 98Q: 3 clusters Score -6544632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -6544637.500000 Penalty: 5309.266113
	Iteration 99Q: 3 clusters Score -6544638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -6544639.000000 Penalty: 5309.266113
	Iteration 100F: 3 clusters Score -6544639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -6544633.500000 Penalty: 5309.266113
	Iteration 101Q: 3 clusters Score -6544634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -6544633.500000 Penalty: 5309.266113
	Iteration 102F: 3 clusters Score -6544634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Entering Unmasked Estep 
Score: -5794518.500000 Penalty: 2630.893066
	Iteration 0F: 2 clusters Score -5794518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5767012.000000 Penalty: 5261.786133
	Iteration 0F: 3 clusters Score -5767012 nChanged 18522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5777273.000000 Penalty: 5261.786133
	Iteration 1F: 3 clusters Score -5777273 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5777730.500000 Penalty: 5261.786133
	Iteration 2Q: 3 clusters Score -5777730 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5778184.500000 Penalty: 5261.786133
	Iteration 3Q: 3 clusters Score -5778184 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5778724.500000 Penalty: 5261.786133
	Iteration 4Q: 3 clusters Score -5778724 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5779379.500000 Penalty: 5261.786133
	Iteration 5Q: 3 clusters Score -5779380 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5780280.500000 Penalty: 5261.786133
	Iteration 6Q: 3 clusters Score -5780280 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5781398.500000 Penalty: 5261.786133
	Iteration 7F: 3 clusters Score -5781398 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5782764.000000 Penalty: 5261.786133
	Iteration 8F: 3 clusters Score -5782764 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -5784245.500000 Penalty: 5261.786133
	Iteration 9F: 3 clusters Score -5784246 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5785918.500000 Penalty: 5261.786133
	Iteration 10F: 3 clusters Score -5785918 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5787691.500000 Penalty: 5261.786133
	Iteration 11F: 3 clusters Score -5787692 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5789506.000000 Penalty: 5261.786133
	Iteration 12Q: 3 clusters Score -5789506 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5791413.000000 Penalty: 5261.786133
	Iteration 13Q: 3 clusters Score -5791413 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5792697.500000 Penalty: 5261.786133
	Iteration 14Q: 3 clusters Score -5792698 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -5793278.000000 Penalty: 5261.786133
	Iteration 15Q: 3 clusters Score -5793278 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5793481.500000 Penalty: 5261.786133
	Iteration 16Q: 3 clusters Score -5793482 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -5793596.500000 Penalty: 5261.786133
	Iteration 17Q: 3 clusters Score -5793596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -5793663.500000 Penalty: 5261.786133
	Iteration 18Q: 3 clusters Score -5793664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5793680.500000 Penalty: 5261.786133
	Iteration 19Q: 3 clusters Score -5793680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5793680.000000 Penalty: 5261.786133
	Iteration 20F: 3 clusters Score -5793680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5793696.500000 Penalty: 5261.786133
	Iteration 21Q: 3 clusters Score -5793696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -5793687.000000 Penalty: 5261.786133
	Iteration 22Q: 3 clusters Score -5793687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5793682.000000 Penalty: 5261.786133
	Iteration 23Q: 3 clusters Score -5793682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5793682.000000 Penalty: 5261.786133
	Iteration 24Q: 3 clusters Score -5793682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5793692.000000 Penalty: 5261.786133
	Iteration 25Q: 3 clusters Score -5793692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -5793690.500000 Penalty: 5261.786133
	Iteration 26Q: 3 clusters Score -5793690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5793690.000000 Penalty: 5261.786133
	Iteration 27Q: 3 clusters Score -5793690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5793698.000000 Penalty: 5261.786133
	Iteration 28Q: 3 clusters Score -5793698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5793686.000000 Penalty: 5261.786133
	Iteration 29Q: 3 clusters Score -5793686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -5793686.500000 Penalty: 5261.786133
	Iteration 30Q: 3 clusters Score -5793686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -5793686.500000 Penalty: 5261.786133
	Iteration 31F: 3 clusters Score -5793686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -934774.562500 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -934774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -928995.250000 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -928995.2 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -930546.750000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -930546.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -930915.937500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -930915.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -931192.937500 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -931192.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -931443.687500 Penalty: 4387.434082
	Iteration 4F: 3 clusters Score -931443.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -931659.562500 Penalty: 4387.434082
	Iteration 5Q: 3 clusters Score -931659.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -931822.937500 Penalty: 4387.434082
	Iteration 6Q: 3 clusters Score -931822.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -931970.562500 Penalty: 4387.434082
	Iteration 7Q: 3 clusters Score -931970.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -932083.250000 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -932083.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -932210.500000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -932210.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -932342.687500 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -932342.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -932459.500000 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -932459.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -932596.125000 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -932596.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -932737.812500 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -932737.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -932908.562500 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -932908.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -933097.125000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -933097.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -933270.437500 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -933270.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -933451.500000 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -933451.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -933646.312500 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -933646.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -933873.750000 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -933873.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -934052.500000 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -934052.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -934152.437500 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -934152.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -934222.000000 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -934222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -934280.375000 Penalty: 4387.434082
	Iteration 23Q: 3 clusters Score -934280.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -934323.687500 Penalty: 4387.434082
	Iteration 24Q: 3 clusters Score -934323.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -934346.250000 Penalty: 4387.434082
	Iteration 25Q: 3 clusters Score -934346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -934355.250000 Penalty: 4387.434082
	Iteration 26Q: 3 clusters Score -934355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -934364.187500 Penalty: 4387.434082
	Iteration 27Q: 3 clusters Score -934364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -934366.812500 Penalty: 4387.434082
	Iteration 28Q: 3 clusters Score -934366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -934367.000000 Penalty: 4387.434082
	Iteration 29Q: 3 clusters Score -934367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -934370.062500 Penalty: 4387.434082
	Iteration 30Q: 3 clusters Score -934370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -934370.750000 Penalty: 4387.434082
	Iteration 31Q: 3 clusters Score -934370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -934370.562500 Penalty: 4387.434082
	Iteration 32Q: 3 clusters Score -934370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -934369.437500 Penalty: 4387.434082
	Iteration 33Q: 3 clusters Score -934369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -934370.937500 Penalty: 4387.434082
	Iteration 34Q: 3 clusters Score -934370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -934370.937500 Penalty: 4387.434082
	Iteration 35F: 3 clusters Score -934370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -378270.406250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -378270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374935.562500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -374935.6 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375641.312500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -375641.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -375843.937500 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -375843.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375966.812500 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -375966.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -376042.656250 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -376042.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376095.250000 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -376095.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376134.312500 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -376134.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -376170.000000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -376170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376206.343750 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -376206.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -376240.375000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -376240.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -376276.500000 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -376276.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -376305.031250 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -376305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -376333.843750 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -376333.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -376356.125000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -376356.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376376.312500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -376376.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -376392.437500 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -376392.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376405.718750 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -376405.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -376421.281250 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -376421.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376435.500000 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -376435.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -376445.843750 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -376445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376458.968750 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -376459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -376470.687500 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -376470.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -376487.593750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -376487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -376498.343750 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -376498.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -376509.718750 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -376509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -376519.843750 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -376519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -376531.437500 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -376531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -376544.375000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -376544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -376552.625000 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -376552.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376564.375000 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -376564.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -376574.156250 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -376574.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -376585.187500 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -376585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376597.375000 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -376597.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -376608.093750 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -376608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376620.906250 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -376620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -376633.562500 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -376633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -376645.093750 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -376645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -376659.875000 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -376659.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -376684.375000 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -376684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -376701.656250 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -376701.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -376715.937500 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -376715.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -376726.531250 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -376726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -376733.500000 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -376733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -376736.562500 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -376736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -376739.312500 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -376739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -376740.250000 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -376740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -376741.687500 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -376741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -376744.468750 Penalty: 3999.435059
	Iteration 47Q: 3 clusters Score -376744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -376748.625000 Penalty: 3999.435059
	Iteration 48Q: 3 clusters Score -376748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -376757.218750 Penalty: 3999.435059
	Iteration 49Q: 3 clusters Score -376757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -376764.781250 Penalty: 3999.435059
	Iteration 50Q: 3 clusters Score -376764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -376774.656250 Penalty: 3999.435059
	Iteration 51Q: 3 clusters Score -376774.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -376782.937500 Penalty: 3999.435059
	Iteration 52Q: 3 clusters Score -376782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -376791.406250 Penalty: 3999.435059
	Iteration 53Q: 3 clusters Score -376791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -376799.437500 Penalty: 3999.435059
	Iteration 54Q: 3 clusters Score -376799.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -376805.062500 Penalty: 3999.435059
	Iteration 55Q: 3 clusters Score -376805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376810.062500 Penalty: 3999.435059
	Iteration 56Q: 3 clusters Score -376810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -376814.250000 Penalty: 3999.435059
	Iteration 57Q: 3 clusters Score -376814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -376817.937500 Penalty: 3999.435059
	Iteration 58Q: 3 clusters Score -376817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -376822.718750 Penalty: 3999.435059
	Iteration 59Q: 3 clusters Score -376822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -376827.687500 Penalty: 3999.435059
	Iteration 60F: 3 clusters Score -376827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -376835.218750 Penalty: 3999.435059
	Iteration 61Q: 3 clusters Score -376835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -376841.593750 Penalty: 3999.435059
	Iteration 62Q: 3 clusters Score -376841.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -376846.625000 Penalty: 3999.435059
	Iteration 63Q: 3 clusters Score -376846.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -376855.312500 Penalty: 3999.435059
	Iteration 64Q: 3 clusters Score -376855.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -376866.531250 Penalty: 3999.435059
	Iteration 65Q: 3 clusters Score -376866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -376874.531250 Penalty: 3999.435059
	Iteration 66Q: 3 clusters Score -376874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -376881.250000 Penalty: 3999.435059
	Iteration 67Q: 3 clusters Score -376881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -376883.500000 Penalty: 3999.435059
	Iteration 68Q: 3 clusters Score -376883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -376885.687500 Penalty: 3999.435059
	Iteration 69Q: 3 clusters Score -376885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -376885.906250 Penalty: 3999.435059
	Iteration 70Q: 3 clusters Score -376885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -376886.718750 Penalty: 3999.435059
	Iteration 71Q: 3 clusters Score -376886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -376887.031250 Penalty: 3999.435059
	Iteration 72Q: 3 clusters Score -376887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -376887.031250 Penalty: 3999.435059
	Iteration 73F: 3 clusters Score -376887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Entering Unmasked Estep 
Score: -5842798.500000 Penalty: 2641.078857
	Iteration 0F: 2 clusters Score -5842798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5814376.000000 Penalty: 5282.157715
	Iteration 0F: 3 clusters Score -5814376 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5825170.500000 Penalty: 5282.157715
	Iteration 1F: 3 clusters Score -5825170 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5826352.500000 Penalty: 5282.157715
	Iteration 2F: 3 clusters Score -5826352 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5827723.500000 Penalty: 5282.157715
	Iteration 3F: 3 clusters Score -5827724 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5828970.000000 Penalty: 5282.157715
	Iteration 4F: 3 clusters Score -5828970 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5830068.000000 Penalty: 5282.157715
	Iteration 5F: 3 clusters Score -5830068 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5831065.500000 Penalty: 5282.157715
	Iteration 6F: 3 clusters Score -5831066 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -5831947.500000 Penalty: 5282.157715
	Iteration 7Q: 3 clusters Score -5831948 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5832706.500000 Penalty: 5282.157715
	Iteration 8Q: 3 clusters Score -5832706 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5833438.000000 Penalty: 5282.157715
	Iteration 9Q: 3 clusters Score -5833438 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5834068.000000 Penalty: 5282.157715
	Iteration 10Q: 3 clusters Score -5834068 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5834588.000000 Penalty: 5282.157715
	Iteration 11Q: 3 clusters Score -5834588 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -5835046.500000 Penalty: 5282.157715
	Iteration 12Q: 3 clusters Score -5835046 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5835403.500000 Penalty: 5282.157715
	Iteration 13Q: 3 clusters Score -5835404 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5835647.000000 Penalty: 5282.157715
	Iteration 14Q: 3 clusters Score -5835647 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5835859.500000 Penalty: 5282.157715
	Iteration 15Q: 3 clusters Score -5835860 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5836029.000000 Penalty: 5282.157715
	Iteration 16Q: 3 clusters Score -5836029 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5836176.000000 Penalty: 5282.157715
	Iteration 17Q: 3 clusters Score -5836176 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -5836259.000000 Penalty: 5282.157715
	Iteration 18Q: 3 clusters Score -5836259 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5836317.000000 Penalty: 5282.157715
	Iteration 19Q: 3 clusters Score -5836317 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5836388.000000 Penalty: 5282.157715
	Iteration 20F: 3 clusters Score -5836388 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5836424.500000 Penalty: 5282.157715
	Iteration 21Q: 3 clusters Score -5836424 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5836475.500000 Penalty: 5282.157715
	Iteration 22Q: 3 clusters Score -5836476 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5836530.000000 Penalty: 5282.157715
	Iteration 23Q: 3 clusters Score -5836530 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5836581.000000 Penalty: 5282.157715
	Iteration 24Q: 3 clusters Score -5836581 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5836640.000000 Penalty: 5282.157715
	Iteration 25Q: 3 clusters Score -5836640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5836664.500000 Penalty: 5282.157715
	Iteration 26Q: 3 clusters Score -5836664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5836679.500000 Penalty: 5282.157715
	Iteration 27Q: 3 clusters Score -5836680 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5836681.500000 Penalty: 5282.157715
	Iteration 28Q: 3 clusters Score -5836682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5836685.500000 Penalty: 5282.157715
	Iteration 29Q: 3 clusters Score -5836686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5836713.000000 Penalty: 5282.157715
	Iteration 30Q: 3 clusters Score -5836713 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5836756.000000 Penalty: 5282.157715
	Iteration 31Q: 3 clusters Score -5836756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -5836807.000000 Penalty: 5282.157715
	Iteration 32Q: 3 clusters Score -5836807 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5836814.000000 Penalty: 5282.157715
	Iteration 33Q: 3 clusters Score -5836814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -5836855.000000 Penalty: 5282.157715
	Iteration 34Q: 3 clusters Score -5836855 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -5836879.500000 Penalty: 5282.157715
	Iteration 35Q: 3 clusters Score -5836880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -5836899.500000 Penalty: 5282.157715
	Iteration 36Q: 3 clusters Score -5836900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -5836910.500000 Penalty: 5282.157715
	Iteration 37Q: 3 clusters Score -5836910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -5836937.500000 Penalty: 5282.157715
	Iteration 38Q: 3 clusters Score -5836938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5836976.500000 Penalty: 5282.157715
	Iteration 39Q: 3 clusters Score -5836976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5836993.000000 Penalty: 5282.157715
	Iteration 40F: 3 clusters Score -5836993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5836989.000000 Penalty: 5282.157715
	Iteration 41Q: 3 clusters Score -5836989 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5837000.500000 Penalty: 5282.157715
	Iteration 42Q: 3 clusters Score -5837000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5837022.000000 Penalty: 5282.157715
	Iteration 43Q: 3 clusters Score -5837022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5837040.500000 Penalty: 5282.157715
	Iteration 44Q: 3 clusters Score -5837040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5837037.000000 Penalty: 5282.157715
	Iteration 45Q: 3 clusters Score -5837037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5837052.500000 Penalty: 5282.157715
	Iteration 46Q: 3 clusters Score -5837052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -5837059.000000 Penalty: 5282.157715
	Iteration 47Q: 3 clusters Score -5837059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -5837089.000000 Penalty: 5282.157715
	Iteration 48Q: 3 clusters Score -5837089 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5837114.500000 Penalty: 5282.157715
	Iteration 49Q: 3 clusters Score -5837114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5837144.500000 Penalty: 5282.157715
	Iteration 50Q: 3 clusters Score -5837144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5837159.500000 Penalty: 5282.157715
	Iteration 51Q: 3 clusters Score -5837160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5837170.000000 Penalty: 5282.157715
	Iteration 52Q: 3 clusters Score -5837170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5837187.500000 Penalty: 5282.157715
	Iteration 53Q: 3 clusters Score -5837188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5837176.000000 Penalty: 5282.157715
	Iteration 54Q: 3 clusters Score -5837176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5837185.500000 Penalty: 5282.157715
	Iteration 55Q: 3 clusters Score -5837186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -5837206.000000 Penalty: 5282.157715
	Iteration 56Q: 3 clusters Score -5837206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5837199.000000 Penalty: 5282.157715
	Iteration 57Q: 3 clusters Score -5837199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5837205.500000 Penalty: 5282.157715
	Iteration 58Q: 3 clusters Score -5837206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5837222.000000 Penalty: 5282.157715
	Iteration 59Q: 3 clusters Score -5837222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -5837245.500000 Penalty: 5282.157715
	Iteration 60F: 3 clusters Score -5837246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5837264.500000 Penalty: 5282.157715
	Iteration 61Q: 3 clusters Score -5837264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5837272.000000 Penalty: 5282.157715
	Iteration 62Q: 3 clusters Score -5837272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5837282.000000 Penalty: 5282.157715
	Iteration 63Q: 3 clusters Score -5837282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5837284.000000 Penalty: 5282.157715
	Iteration 64Q: 3 clusters Score -5837284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -5837318.500000 Penalty: 5282.157715
	Iteration 65Q: 3 clusters Score -5837318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -5837335.500000 Penalty: 5282.157715
	Iteration 66Q: 3 clusters Score -5837336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5837349.000000 Penalty: 5282.157715
	Iteration 67Q: 3 clusters Score -5837349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -5837378.500000 Penalty: 5282.157715
	Iteration 68Q: 3 clusters Score -5837378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -5837406.000000 Penalty: 5282.157715
	Iteration 69Q: 3 clusters Score -5837406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5837427.500000 Penalty: 5282.157715
	Iteration 70Q: 3 clusters Score -5837428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5837462.500000 Penalty: 5282.157715
	Iteration 71Q: 3 clusters Score -5837462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5837504.000000 Penalty: 5282.157715
	Iteration 72Q: 3 clusters Score -5837504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -5837573.000000 Penalty: 5282.157715
	Iteration 73Q: 3 clusters Score -5837573 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5837615.500000 Penalty: 5282.157715
	Iteration 74Q: 3 clusters Score -5837616 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5837682.500000 Penalty: 5282.157715
	Iteration 75Q: 3 clusters Score -5837682 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5837734.000000 Penalty: 5282.157715
	Iteration 76Q: 3 clusters Score -5837734 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5837788.000000 Penalty: 5282.157715
	Iteration 77Q: 3 clusters Score -5837788 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -5837862.500000 Penalty: 5282.157715
	Iteration 78Q: 3 clusters Score -5837862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5837951.500000 Penalty: 5282.157715
	Iteration 79Q: 3 clusters Score -5837952 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -5838041.000000 Penalty: 5282.157715
	Iteration 80F: 3 clusters Score -5838041 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -5838116.500000 Penalty: 5282.157715
	Iteration 81Q: 3 clusters Score -5838116 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -5838191.500000 Penalty: 5282.157715
	Iteration 82Q: 3 clusters Score -5838192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -5838275.000000 Penalty: 5282.157715
	Iteration 83Q: 3 clusters Score -5838275 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -5838360.500000 Penalty: 5282.157715
	Iteration 84Q: 3 clusters Score -5838360 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5838447.500000 Penalty: 5282.157715
	Iteration 85Q: 3 clusters Score -5838448 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -5838556.000000 Penalty: 5282.157715
	Iteration 86Q: 3 clusters Score -5838556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5838666.000000 Penalty: 5282.157715
	Iteration 87Q: 3 clusters Score -5838666 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5838796.000000 Penalty: 5282.157715
	Iteration 88Q: 3 clusters Score -5838796 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5838944.000000 Penalty: 5282.157715
	Iteration 89Q: 3 clusters Score -5838944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5839034.500000 Penalty: 5282.157715
	Iteration 90Q: 3 clusters Score -5839034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5839167.000000 Penalty: 5282.157715
	Iteration 91Q: 3 clusters Score -5839167 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5839277.000000 Penalty: 5282.157715
	Iteration 92Q: 3 clusters Score -5839277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5839387.000000 Penalty: 5282.157715
	Iteration 93Q: 3 clusters Score -5839387 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5839503.500000 Penalty: 5282.157715
	Iteration 94Q: 3 clusters Score -5839504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5839606.500000 Penalty: 5282.157715
	Iteration 95Q: 3 clusters Score -5839606 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5839673.000000 Penalty: 5282.157715
	Iteration 96Q: 3 clusters Score -5839673 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5839769.000000 Penalty: 5282.157715
	Iteration 97Q: 3 clusters Score -5839769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5839824.000000 Penalty: 5282.157715
	Iteration 98Q: 3 clusters Score -5839824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5839881.000000 Penalty: 5282.157715
	Iteration 99Q: 3 clusters Score -5839881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5839925.500000 Penalty: 5282.157715
	Iteration 100F: 3 clusters Score -5839926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5840006.000000 Penalty: 5282.157715
	Iteration 101Q: 3 clusters Score -5840006 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5840077.000000 Penalty: 5282.157715
	Iteration 102Q: 3 clusters Score -5840077 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5840161.500000 Penalty: 5282.157715
	Iteration 103Q: 3 clusters Score -5840162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5840218.500000 Penalty: 5282.157715
	Iteration 104Q: 3 clusters Score -5840218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5840277.000000 Penalty: 5282.157715
	Iteration 105Q: 3 clusters Score -5840277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5840325.000000 Penalty: 5282.157715
	Iteration 106Q: 3 clusters Score -5840325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5840368.500000 Penalty: 5282.157715
	Iteration 107Q: 3 clusters Score -5840368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5840389.000000 Penalty: 5282.157715
	Iteration 108Q: 3 clusters Score -5840389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5840416.500000 Penalty: 5282.157715
	Iteration 109Q: 3 clusters Score -5840416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5840439.500000 Penalty: 5282.157715
	Iteration 110Q: 3 clusters Score -5840440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5840465.500000 Penalty: 5282.157715
	Iteration 111Q: 3 clusters Score -5840466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5840493.000000 Penalty: 5282.157715
	Iteration 112Q: 3 clusters Score -5840493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5840521.000000 Penalty: 5282.157715
	Iteration 113Q: 3 clusters Score -5840521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5840553.500000 Penalty: 5282.157715
	Iteration 114Q: 3 clusters Score -5840554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5840557.000000 Penalty: 5282.157715
	Iteration 115Q: 3 clusters Score -5840557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5840586.000000 Penalty: 5282.157715
	Iteration 116Q: 3 clusters Score -5840586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5840601.500000 Penalty: 5282.157715
	Iteration 117Q: 3 clusters Score -5840602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5840621.500000 Penalty: 5282.157715
	Iteration 118Q: 3 clusters Score -5840622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5840627.500000 Penalty: 5282.157715
	Iteration 119Q: 3 clusters Score -5840628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5840652.500000 Penalty: 5282.157715
	Iteration 120F: 3 clusters Score -5840652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5840669.000000 Penalty: 5282.157715
	Iteration 121Q: 3 clusters Score -5840669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5840668.000000 Penalty: 5282.157715
	Iteration 122Q: 3 clusters Score -5840668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5840670.000000 Penalty: 5282.157715
	Iteration 123Q: 3 clusters Score -5840670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5840681.500000 Penalty: 5282.157715
	Iteration 124Q: 3 clusters Score -5840682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5840678.500000 Penalty: 5282.157715
	Iteration 125Q: 3 clusters Score -5840678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5840684.000000 Penalty: 5282.157715
	Iteration 126Q: 3 clusters Score -5840684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5840693.500000 Penalty: 5282.157715
	Iteration 127Q: 3 clusters Score -5840694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5840704.000000 Penalty: 5282.157715
	Iteration 128Q: 3 clusters Score -5840704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5840710.000000 Penalty: 5282.157715
	Iteration 129Q: 3 clusters Score -5840710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5840724.000000 Penalty: 5282.157715
	Iteration 130Q: 3 clusters Score -5840724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5840729.500000 Penalty: 5282.157715
	Iteration 131Q: 3 clusters Score -5840730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5840733.000000 Penalty: 5282.157715
	Iteration 132Q: 3 clusters Score -5840733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5840734.500000 Penalty: 5282.157715
	Iteration 133Q: 3 clusters Score -5840734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5840734.500000 Penalty: 5282.157715
	Iteration 134Q: 3 clusters Score -5840734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5840742.000000 Penalty: 5282.157715
	Iteration 135Q: 3 clusters Score -5840742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5840742.000000 Penalty: 5282.157715
	Iteration 136Q: 3 clusters Score -5840742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5840752.500000 Penalty: 5282.157715
	Iteration 137Q: 3 clusters Score -5840752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5840756.000000 Penalty: 5282.157715
	Iteration 138Q: 3 clusters Score -5840756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5840754.000000 Penalty: 5282.157715
	Iteration 139Q: 3 clusters Score -5840754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5840754.000000 Penalty: 5282.157715
	Iteration 140F: 3 clusters Score -5840754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -350976.781250 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -350976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -347918.625000 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -347918.6 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -348609.468750 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -348609.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -348825.968750 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -348826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -348944.406250 Penalty: 3915.766846
	Iteration 3F: 3 clusters Score -348944.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349018.750000 Penalty: 3915.766846
	Iteration 4Q: 3 clusters Score -349018.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -349062.000000 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -349062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349096.531250 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -349096.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -349127.187500 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -349127.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349144.937500 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -349144.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -349167.500000 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -349167.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349186.656250 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -349186.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -349199.500000 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -349199.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -349210.468750 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -349210.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349223.031250 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -349223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -349235.687500 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -349235.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -349248.000000 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -349248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -349268.312500 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -349268.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -349285.781250 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -349285.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -349300.906250 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -349300.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349317.375000 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -349317.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349337.093750 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -349337.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -349367.312500 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -349367.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -349399.468750 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -349399.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -349420.468750 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -349420.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349441.625000 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -349441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349456.687500 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -349456.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -349476.250000 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -349476.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -349495.250000 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -349495.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -349513.250000 Penalty: 3915.766846
	Iteration 28Q: 3 clusters Score -349513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -349545.718750 Penalty: 3915.766846
	Iteration 29Q: 3 clusters Score -349545.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -349574.062500 Penalty: 3915.766846
	Iteration 30Q: 3 clusters Score -349574.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -349602.625000 Penalty: 3915.766846
	Iteration 31Q: 3 clusters Score -349602.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349632.312500 Penalty: 3915.766846
	Iteration 32Q: 3 clusters Score -349632.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -349653.906250 Penalty: 3915.766846
	Iteration 33Q: 3 clusters Score -349653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -349663.500000 Penalty: 3915.766846
	Iteration 34Q: 3 clusters Score -349663.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349672.375000 Penalty: 3915.766846
	Iteration 35Q: 3 clusters Score -349672.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -349679.968750 Penalty: 3915.766846
	Iteration 36Q: 3 clusters Score -349680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349686.062500 Penalty: 3915.766846
	Iteration 37Q: 3 clusters Score -349686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -349694.250000 Penalty: 3915.766846
	Iteration 38Q: 3 clusters Score -349694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -349700.343750 Penalty: 3915.766846
	Iteration 39Q: 3 clusters Score -349700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349709.718750 Penalty: 3915.766846
	Iteration 40F: 3 clusters Score -349709.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -349715.593750 Penalty: 3915.766846
	Iteration 41Q: 3 clusters Score -349715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -349720.437500 Penalty: 3915.766846
	Iteration 42Q: 3 clusters Score -349720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -349724.093750 Penalty: 3915.766846
	Iteration 43Q: 3 clusters Score -349724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -349726.781250 Penalty: 3915.766846
	Iteration 44Q: 3 clusters Score -349726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -349731.000000 Penalty: 3915.766846
	Iteration 45Q: 3 clusters Score -349731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349735.031250 Penalty: 3915.766846
	Iteration 46Q: 3 clusters Score -349735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -349738.125000 Penalty: 3915.766846
	Iteration 47Q: 3 clusters Score -349738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -349741.218750 Penalty: 3915.766846
	Iteration 48Q: 3 clusters Score -349741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -349742.843750 Penalty: 3915.766846
	Iteration 49Q: 3 clusters Score -349742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349747.531250 Penalty: 3915.766846
	Iteration 50Q: 3 clusters Score -349747.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349752.093750 Penalty: 3915.766846
	Iteration 51Q: 3 clusters Score -349752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349755.031250 Penalty: 3915.766846
	Iteration 52Q: 3 clusters Score -349755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349758.906250 Penalty: 3915.766846
	Iteration 53Q: 3 clusters Score -349758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -349761.562500 Penalty: 3915.766846
	Iteration 54Q: 3 clusters Score -349761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -349764.937500 Penalty: 3915.766846
	Iteration 55Q: 3 clusters Score -349764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349765.843750 Penalty: 3915.766846
	Iteration 56Q: 3 clusters Score -349765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349765.843750 Penalty: 3915.766846
	Iteration 57F: 3 clusters Score -349765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -571021.562500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -571021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -567200.937500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -567200.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -568104.625000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -568104.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -568345.125000 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -568345.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -568525.250000 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -568525.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -568682.937500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -568682.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -568838.687500 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -568838.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -568958.312500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -568958.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -569072.125000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -569072.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -569202.187500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -569202.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -569305.937500 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -569305.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -569404.687500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -569404.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -569486.625000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -569486.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -569561.687500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -569561.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -569645.687500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -569645.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -569729.750000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -569729.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -569876.750000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -569876.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -570057.312500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -570057.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -570281.000000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -570281 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -570503.375000 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -570503.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -570595.500000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -570595.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -570627.250000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -570627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -570634.750000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -570634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -570639.687500 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -570639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -570642.687500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -570642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -570643.500000 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -570643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -570643.375000 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -570643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -570643.375000 Penalty: 4106.855957
	Iteration 26F: 3 clusters Score -570643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 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 282 members 
Entering Unmasked Estep 
Score: -72283.109375 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72283.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72555.257812 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72555.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72791.703125 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72791.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73024.101562 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -73024.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73199.093750 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73199.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73271.937500 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73271.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73329.343750 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73329.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73395.742188 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73395.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73417.484375 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73417.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73441.710938 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73441.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -73457.773438 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73457.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73488.820312 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73488.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73534.960938 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73534.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73556.882812 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73556.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73574.632812 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73574.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73576.640625 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73576.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73576.640625 Penalty: 3168.726318
	Iteration 16F: 3 clusters Score -73576.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Entering Unmasked Estep 
Score: -5899135.500000 Penalty: 2635.356201
	Iteration 0F: 2 clusters Score -5899136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5871208.500000 Penalty: 5270.712402
	Iteration 0F: 3 clusters Score -5871208 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5881658.500000 Penalty: 5270.712402
	Iteration 1F: 3 clusters Score -5881658 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5882298.000000 Penalty: 5270.712402
	Iteration 2Q: 3 clusters Score -5882298 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -5883052.000000 Penalty: 5270.712402
	Iteration 3Q: 3 clusters Score -5883052 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5883938.000000 Penalty: 5270.712402
	Iteration 4Q: 3 clusters Score -5883938 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5885014.000000 Penalty: 5270.712402
	Iteration 5Q: 3 clusters Score -5885014 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5886103.000000 Penalty: 5270.712402
	Iteration 6F: 3 clusters Score -5886103 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5887206.500000 Penalty: 5270.712402
	Iteration 7F: 3 clusters Score -5887206 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5888305.000000 Penalty: 5270.712402
	Iteration 8F: 3 clusters Score -5888305 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5889342.000000 Penalty: 5270.712402
	Iteration 9F: 3 clusters Score -5889342 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5890237.000000 Penalty: 5270.712402
	Iteration 10Q: 3 clusters Score -5890237 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5890969.500000 Penalty: 5270.712402
	Iteration 11Q: 3 clusters Score -5890970 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5891500.500000 Penalty: 5270.712402
	Iteration 12Q: 3 clusters Score -5891500 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5891797.500000 Penalty: 5270.712402
	Iteration 13Q: 3 clusters Score -5891798 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -5891971.500000 Penalty: 5270.712402
	Iteration 14Q: 3 clusters Score -5891972 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5892114.000000 Penalty: 5270.712402
	Iteration 15Q: 3 clusters Score -5892114 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5892217.000000 Penalty: 5270.712402
	Iteration 16Q: 3 clusters Score -5892217 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5892314.500000 Penalty: 5270.712402
	Iteration 17Q: 3 clusters Score -5892314 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5892360.500000 Penalty: 5270.712402
	Iteration 18Q: 3 clusters Score -5892360 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5892445.500000 Penalty: 5270.712402
	Iteration 19Q: 3 clusters Score -5892446 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5892556.500000 Penalty: 5270.712402
	Iteration 20F: 3 clusters Score -5892556 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5892644.500000 Penalty: 5270.712402
	Iteration 21Q: 3 clusters Score -5892644 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5892777.000000 Penalty: 5270.712402
	Iteration 22Q: 3 clusters Score -5892777 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5892882.000000 Penalty: 5270.712402
	Iteration 23Q: 3 clusters Score -5892882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -5893013.500000 Penalty: 5270.712402
	Iteration 24Q: 3 clusters Score -5893014 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5893123.500000 Penalty: 5270.712402
	Iteration 25Q: 3 clusters Score -5893124 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5893305.500000 Penalty: 5270.712402
	Iteration 26Q: 3 clusters Score -5893306 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5893520.500000 Penalty: 5270.712402
	Iteration 27Q: 3 clusters Score -5893520 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5893766.000000 Penalty: 5270.712402
	Iteration 28Q: 3 clusters Score -5893766 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5893993.000000 Penalty: 5270.712402
	Iteration 29Q: 3 clusters Score -5893993 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5894292.500000 Penalty: 5270.712402
	Iteration 30Q: 3 clusters Score -5894292 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5894871.500000 Penalty: 5270.712402
	Iteration 31Q: 3 clusters Score -5894872 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5895962.500000 Penalty: 5270.712402
	Iteration 32Q: 3 clusters Score -5895962 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5897060.000000 Penalty: 5270.712402
	Iteration 33Q: 3 clusters Score -5897060 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -5897387.000000 Penalty: 5270.712402
	Iteration 34Q: 3 clusters Score -5897387 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5897481.500000 Penalty: 5270.712402
	Iteration 35Q: 3 clusters Score -5897482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5897540.500000 Penalty: 5270.712402
	Iteration 36Q: 3 clusters Score -5897540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5897595.500000 Penalty: 5270.712402
	Iteration 37Q: 3 clusters Score -5897596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5897614.500000 Penalty: 5270.712402
	Iteration 38Q: 3 clusters Score -5897614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -5897657.500000 Penalty: 5270.712402
	Iteration 39Q: 3 clusters Score -5897658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5897663.500000 Penalty: 5270.712402
	Iteration 40F: 3 clusters Score -5897664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5897704.000000 Penalty: 5270.712402
	Iteration 41Q: 3 clusters Score -5897704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5897720.500000 Penalty: 5270.712402
	Iteration 42Q: 3 clusters Score -5897720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5897736.500000 Penalty: 5270.712402
	Iteration 43Q: 3 clusters Score -5897736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5897740.000000 Penalty: 5270.712402
	Iteration 44Q: 3 clusters Score -5897740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5897736.500000 Penalty: 5270.712402
	Iteration 45Q: 3 clusters Score -5897736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5897738.000000 Penalty: 5270.712402
	Iteration 46Q: 3 clusters Score -5897738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5897740.500000 Penalty: 5270.712402
	Iteration 47Q: 3 clusters Score -5897740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5897746.000000 Penalty: 5270.712402
	Iteration 48Q: 3 clusters Score -5897746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5897751.000000 Penalty: 5270.712402
	Iteration 49Q: 3 clusters Score -5897751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5897761.000000 Penalty: 5270.712402
	Iteration 50Q: 3 clusters Score -5897761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5897770.000000 Penalty: 5270.712402
	Iteration 51Q: 3 clusters Score -5897770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5897772.500000 Penalty: 5270.712402
	Iteration 52Q: 3 clusters Score -5897772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5897771.000000 Penalty: 5270.712402
	Iteration 53Q: 3 clusters Score -5897771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5897772.500000 Penalty: 5270.712402
	Iteration 54Q: 3 clusters Score -5897772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5897768.000000 Penalty: 5270.712402
	Iteration 55Q: 3 clusters Score -5897768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -5897766.000000 Penalty: 5270.712402
	Iteration 56Q: 3 clusters Score -5897766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5897775.000000 Penalty: 5270.712402
	Iteration 57Q: 3 clusters Score -5897775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5897768.000000 Penalty: 5270.712402
	Iteration 58Q: 3 clusters Score -5897768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5897773.000000 Penalty: 5270.712402
	Iteration 59Q: 3 clusters Score -5897773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5897769.500000 Penalty: 5270.712402
	Iteration 60F: 3 clusters Score -5897770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5897781.500000 Penalty: 5270.712402
	Iteration 61Q: 3 clusters Score -5897782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5897776.000000 Penalty: 5270.712402
	Iteration 62Q: 3 clusters Score -5897776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5897785.500000 Penalty: 5270.712402
	Iteration 63Q: 3 clusters Score -5897786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5897785.500000 Penalty: 5270.712402
	Iteration 64Q: 3 clusters Score -5897786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5897783.500000 Penalty: 5270.712402
	Iteration 65Q: 3 clusters Score -5897784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5897781.000000 Penalty: 5270.712402
	Iteration 66Q: 3 clusters Score -5897781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5897789.500000 Penalty: 5270.712402
	Iteration 67Q: 3 clusters Score -5897790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5897792.000000 Penalty: 5270.712402
	Iteration 68Q: 3 clusters Score -5897792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -5897784.000000 Penalty: 5270.712402
	Iteration 69Q: 3 clusters Score -5897784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5897791.500000 Penalty: 5270.712402
	Iteration 70Q: 3 clusters Score -5897792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5897791.000000 Penalty: 5270.712402
	Iteration 71Q: 3 clusters Score -5897791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5897788.500000 Penalty: 5270.712402
	Iteration 72Q: 3 clusters Score -5897788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5897801.500000 Penalty: 5270.712402
	Iteration 73Q: 3 clusters Score -5897802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5897800.000000 Penalty: 5270.712402
	Iteration 74Q: 3 clusters Score -5897800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5897800.500000 Penalty: 5270.712402
	Iteration 75Q: 3 clusters Score -5897800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -5897801.000000 Penalty: 5270.712402
	Iteration 76Q: 3 clusters Score -5897801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5897806.000000 Penalty: 5270.712402
	Iteration 77Q: 3 clusters Score -5897806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5897806.000000 Penalty: 5270.712402
	Iteration 78F: 3 clusters Score -5897806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Entering Unmasked Estep 
Score: -4807111.500000 Penalty: 2576.356445
	Iteration 0F: 2 clusters Score -4807112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4784880.000000 Penalty: 5152.712891
	Iteration 0F: 3 clusters Score -4784880 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4792906.500000 Penalty: 5152.712891
	Iteration 1F: 3 clusters Score -4792906 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4793307.500000 Penalty: 5152.712891
	Iteration 2Q: 3 clusters Score -4793308 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4793630.500000 Penalty: 5152.712891
	Iteration 3Q: 3 clusters Score -4793630 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4793999.500000 Penalty: 5152.712891
	Iteration 4Q: 3 clusters Score -4794000 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4794388.000000 Penalty: 5152.712891
	Iteration 5Q: 3 clusters Score -4794388 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4794860.000000 Penalty: 5152.712891
	Iteration 6Q: 3 clusters Score -4794860 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4795473.000000 Penalty: 5152.712891
	Iteration 7Q: 3 clusters Score -4795473 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4796219.500000 Penalty: 5152.712891
	Iteration 8Q: 3 clusters Score -4796220 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4797086.500000 Penalty: 5152.712891
	Iteration 9Q: 3 clusters Score -4797086 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4798060.500000 Penalty: 5152.712891
	Iteration 10Q: 3 clusters Score -4798060 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4799079.000000 Penalty: 5152.712891
	Iteration 11F: 3 clusters Score -4799079 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4800014.000000 Penalty: 5152.712891
	Iteration 12Q: 3 clusters Score -4800014 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4800662.500000 Penalty: 5152.712891
	Iteration 13Q: 3 clusters Score -4800662 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4801053.000000 Penalty: 5152.712891
	Iteration 14Q: 3 clusters Score -4801053 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4801260.500000 Penalty: 5152.712891
	Iteration 15Q: 3 clusters Score -4801260 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4801426.500000 Penalty: 5152.712891
	Iteration 16Q: 3 clusters Score -4801426 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4801559.500000 Penalty: 5152.712891
	Iteration 17Q: 3 clusters Score -4801560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4801619.500000 Penalty: 5152.712891
	Iteration 18Q: 3 clusters Score -4801620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4801689.500000 Penalty: 5152.712891
	Iteration 19Q: 3 clusters Score -4801690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4801736.000000 Penalty: 5152.712891
	Iteration 20F: 3 clusters Score -4801736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4801781.000000 Penalty: 5152.712891
	Iteration 21Q: 3 clusters Score -4801781 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4801835.000000 Penalty: 5152.712891
	Iteration 22Q: 3 clusters Score -4801835 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4801883.500000 Penalty: 5152.712891
	Iteration 23Q: 3 clusters Score -4801884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4801911.500000 Penalty: 5152.712891
	Iteration 24Q: 3 clusters Score -4801912 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4801938.000000 Penalty: 5152.712891
	Iteration 25Q: 3 clusters Score -4801938 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4801975.000000 Penalty: 5152.712891
	Iteration 26Q: 3 clusters Score -4801975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4801984.500000 Penalty: 5152.712891
	Iteration 27Q: 3 clusters Score -4801984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4801989.500000 Penalty: 5152.712891
	Iteration 28Q: 3 clusters Score -4801990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4802007.000000 Penalty: 5152.712891
	Iteration 29Q: 3 clusters Score -4802007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4802016.500000 Penalty: 5152.712891
	Iteration 30Q: 3 clusters Score -4802016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4802019.000000 Penalty: 5152.712891
	Iteration 31Q: 3 clusters Score -4802019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4802015.500000 Penalty: 5152.712891
	Iteration 32Q: 3 clusters Score -4802016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4802028.000000 Penalty: 5152.712891
	Iteration 33Q: 3 clusters Score -4802028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4802030.500000 Penalty: 5152.712891
	Iteration 34Q: 3 clusters Score -4802030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4802042.000000 Penalty: 5152.712891
	Iteration 35Q: 3 clusters Score -4802042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4802045.000000 Penalty: 5152.712891
	Iteration 36Q: 3 clusters Score -4802045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4802040.000000 Penalty: 5152.712891
	Iteration 37Q: 3 clusters Score -4802040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4802039.000000 Penalty: 5152.712891
	Iteration 38Q: 3 clusters Score -4802039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4802052.000000 Penalty: 5152.712891
	Iteration 39Q: 3 clusters Score -4802052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4802049.000000 Penalty: 5152.712891
	Iteration 40F: 3 clusters Score -4802049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4802057.000000 Penalty: 5152.712891
	Iteration 41Q: 3 clusters Score -4802057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4802062.000000 Penalty: 5152.712891
	Iteration 42Q: 3 clusters Score -4802062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -4802067.000000 Penalty: 5152.712891
	Iteration 43Q: 3 clusters Score -4802067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4802075.000000 Penalty: 5152.712891
	Iteration 44Q: 3 clusters Score -4802075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4802088.000000 Penalty: 5152.712891
	Iteration 45Q: 3 clusters Score -4802088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4802089.500000 Penalty: 5152.712891
	Iteration 46Q: 3 clusters Score -4802090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4802106.000000 Penalty: 5152.712891
	Iteration 47Q: 3 clusters Score -4802106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4802106.000000 Penalty: 5152.712891
	Iteration 48Q: 3 clusters Score -4802106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4802108.500000 Penalty: 5152.712891
	Iteration 49Q: 3 clusters Score -4802108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4802099.500000 Penalty: 5152.712891
	Iteration 50Q: 3 clusters Score -4802100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4802116.000000 Penalty: 5152.712891
	Iteration 51Q: 3 clusters Score -4802116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4802115.000000 Penalty: 5152.712891
	Iteration 52Q: 3 clusters Score -4802115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4802116.500000 Penalty: 5152.712891
	Iteration 53Q: 3 clusters Score -4802116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4802113.500000 Penalty: 5152.712891
	Iteration 54Q: 3 clusters Score -4802114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4802113.500000 Penalty: 5152.712891
	Iteration 55Q: 3 clusters Score -4802114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4802118.000000 Penalty: 5152.712891
	Iteration 56Q: 3 clusters Score -4802118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4802117.000000 Penalty: 5152.712891
	Iteration 57Q: 3 clusters Score -4802117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4802123.500000 Penalty: 5152.712891
	Iteration 58Q: 3 clusters Score -4802124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4802127.500000 Penalty: 5152.712891
	Iteration 59Q: 3 clusters Score -4802128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4802129.000000 Penalty: 5152.712891
	Iteration 60F: 3 clusters Score -4802129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4802117.500000 Penalty: 5152.712891
	Iteration 61Q: 3 clusters Score -4802118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4802124.000000 Penalty: 5152.712891
	Iteration 62Q: 3 clusters Score -4802124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4802124.500000 Penalty: 5152.712891
	Iteration 63Q: 3 clusters Score -4802124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4802143.500000 Penalty: 5152.712891
	Iteration 64Q: 3 clusters Score -4802144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4802159.000000 Penalty: 5152.712891
	Iteration 65Q: 3 clusters Score -4802159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4802171.000000 Penalty: 5152.712891
	Iteration 66Q: 3 clusters Score -4802171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -4802173.500000 Penalty: 5152.712891
	Iteration 67Q: 3 clusters Score -4802174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4802179.500000 Penalty: 5152.712891
	Iteration 68Q: 3 clusters Score -4802180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4802179.000000 Penalty: 5152.712891
	Iteration 69Q: 3 clusters Score -4802179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4802187.000000 Penalty: 5152.712891
	Iteration 70Q: 3 clusters Score -4802187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4802189.000000 Penalty: 5152.712891
	Iteration 71Q: 3 clusters Score -4802189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4802205.500000 Penalty: 5152.712891
	Iteration 72Q: 3 clusters Score -4802206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4802214.500000 Penalty: 5152.712891
	Iteration 73Q: 3 clusters Score -4802214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4802216.500000 Penalty: 5152.712891
	Iteration 74Q: 3 clusters Score -4802216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4802234.000000 Penalty: 5152.712891
	Iteration 75Q: 3 clusters Score -4802234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4802247.000000 Penalty: 5152.712891
	Iteration 76Q: 3 clusters Score -4802247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4802256.000000 Penalty: 5152.712891
	Iteration 77Q: 3 clusters Score -4802256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4802250.000000 Penalty: 5152.712891
	Iteration 78Q: 3 clusters Score -4802250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4802260.500000 Penalty: 5152.712891
	Iteration 79Q: 3 clusters Score -4802260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4802257.000000 Penalty: 5152.712891
	Iteration 80F: 3 clusters Score -4802257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4802255.000000 Penalty: 5152.712891
	Iteration 81Q: 3 clusters Score -4802255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4802251.000000 Penalty: 5152.712891
	Iteration 82Q: 3 clusters Score -4802251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4802268.000000 Penalty: 5152.712891
	Iteration 83Q: 3 clusters Score -4802268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4802278.000000 Penalty: 5152.712891
	Iteration 84Q: 3 clusters Score -4802278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4802294.000000 Penalty: 5152.712891
	Iteration 85Q: 3 clusters Score -4802294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4802299.000000 Penalty: 5152.712891
	Iteration 86Q: 3 clusters Score -4802299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4802304.000000 Penalty: 5152.712891
	Iteration 87Q: 3 clusters Score -4802304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4802311.000000 Penalty: 5152.712891
	Iteration 88Q: 3 clusters Score -4802311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4802312.500000 Penalty: 5152.712891
	Iteration 89Q: 3 clusters Score -4802312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4802312.500000 Penalty: 5152.712891
	Iteration 90Q: 3 clusters Score -4802312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4802329.500000 Penalty: 5152.712891
	Iteration 91Q: 3 clusters Score -4802330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4802328.500000 Penalty: 5152.712891
	Iteration 92Q: 3 clusters Score -4802328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4802361.500000 Penalty: 5152.712891
	Iteration 93Q: 3 clusters Score -4802362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4802380.500000 Penalty: 5152.712891
	Iteration 94Q: 3 clusters Score -4802380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4802385.500000 Penalty: 5152.712891
	Iteration 95Q: 3 clusters Score -4802386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4802412.000000 Penalty: 5152.712891
	Iteration 96Q: 3 clusters Score -4802412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -4802423.000000 Penalty: 5152.712891
	Iteration 97Q: 3 clusters Score -4802423 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4802433.500000 Penalty: 5152.712891
	Iteration 98Q: 3 clusters Score -4802434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4802452.500000 Penalty: 5152.712891
	Iteration 99Q: 3 clusters Score -4802452 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4802486.000000 Penalty: 5152.712891
	Iteration 100F: 3 clusters Score -4802486 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4802520.000000 Penalty: 5152.712891
	Iteration 101Q: 3 clusters Score -4802520 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4802558.500000 Penalty: 5152.712891
	Iteration 102Q: 3 clusters Score -4802558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4802602.000000 Penalty: 5152.712891
	Iteration 103Q: 3 clusters Score -4802602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4802627.000000 Penalty: 5152.712891
	Iteration 104Q: 3 clusters Score -4802627 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4802646.000000 Penalty: 5152.712891
	Iteration 105Q: 3 clusters Score -4802646 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4802670.500000 Penalty: 5152.712891
	Iteration 106Q: 3 clusters Score -4802670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4802733.500000 Penalty: 5152.712891
	Iteration 107Q: 3 clusters Score -4802734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4802750.000000 Penalty: 5152.712891
	Iteration 108Q: 3 clusters Score -4802750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4802780.500000 Penalty: 5152.712891
	Iteration 109Q: 3 clusters Score -4802780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4802822.000000 Penalty: 5152.712891
	Iteration 110Q: 3 clusters Score -4802822 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4802874.000000 Penalty: 5152.712891
	Iteration 111Q: 3 clusters Score -4802874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4802924.500000 Penalty: 5152.712891
	Iteration 112Q: 3 clusters Score -4802924 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4802983.000000 Penalty: 5152.712891
	Iteration 113Q: 3 clusters Score -4802983 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4803043.500000 Penalty: 5152.712891
	Iteration 114Q: 3 clusters Score -4803044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4803088.000000 Penalty: 5152.712891
	Iteration 115Q: 3 clusters Score -4803088 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4803146.000000 Penalty: 5152.712891
	Iteration 116Q: 3 clusters Score -4803146 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4803196.500000 Penalty: 5152.712891
	Iteration 117Q: 3 clusters Score -4803196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4803252.500000 Penalty: 5152.712891
	Iteration 118Q: 3 clusters Score -4803252 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4803292.500000 Penalty: 5152.712891
	Iteration 119Q: 3 clusters Score -4803292 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4803354.000000 Penalty: 5152.712891
	Iteration 120F: 3 clusters Score -4803354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -4803398.500000 Penalty: 5152.712891
	Iteration 121Q: 3 clusters Score -4803398 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4803430.000000 Penalty: 5152.712891
	Iteration 122Q: 3 clusters Score -4803430 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4803479.000000 Penalty: 5152.712891
	Iteration 123Q: 3 clusters Score -4803479 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4803525.000000 Penalty: 5152.712891
	Iteration 124Q: 3 clusters Score -4803525 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4803580.500000 Penalty: 5152.712891
	Iteration 125Q: 3 clusters Score -4803580 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4803603.500000 Penalty: 5152.712891
	Iteration 126Q: 3 clusters Score -4803604 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4803645.500000 Penalty: 5152.712891
	Iteration 127Q: 3 clusters Score -4803646 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4803699.000000 Penalty: 5152.712891
	Iteration 128Q: 3 clusters Score -4803699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4803713.000000 Penalty: 5152.712891
	Iteration 129Q: 3 clusters Score -4803713 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4803758.500000 Penalty: 5152.712891
	Iteration 130Q: 3 clusters Score -4803758 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4803788.000000 Penalty: 5152.712891
	Iteration 131Q: 3 clusters Score -4803788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4803788.500000 Penalty: 5152.712891
	Iteration 132Q: 3 clusters Score -4803788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4803818.000000 Penalty: 5152.712891
	Iteration 133Q: 3 clusters Score -4803818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4803844.500000 Penalty: 5152.712891
	Iteration 134Q: 3 clusters Score -4803844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4803869.500000 Penalty: 5152.712891
	Iteration 135Q: 3 clusters Score -4803870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4803900.500000 Penalty: 5152.712891
	Iteration 136Q: 3 clusters Score -4803900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4803927.500000 Penalty: 5152.712891
	Iteration 137Q: 3 clusters Score -4803928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4803953.000000 Penalty: 5152.712891
	Iteration 138Q: 3 clusters Score -4803953 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4803971.500000 Penalty: 5152.712891
	Iteration 139Q: 3 clusters Score -4803972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4804009.000000 Penalty: 5152.712891
	Iteration 140F: 3 clusters Score -4804009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4804032.500000 Penalty: 5152.712891
	Iteration 141Q: 3 clusters Score -4804032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4804054.500000 Penalty: 5152.712891
	Iteration 142Q: 3 clusters Score -4804054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4804099.500000 Penalty: 5152.712891
	Iteration 143Q: 3 clusters Score -4804100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4804126.500000 Penalty: 5152.712891
	Iteration 144Q: 3 clusters Score -4804126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4804157.500000 Penalty: 5152.712891
	Iteration 145Q: 3 clusters Score -4804158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4804220.500000 Penalty: 5152.712891
	Iteration 146Q: 3 clusters Score -4804220 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4804240.000000 Penalty: 5152.712891
	Iteration 147Q: 3 clusters Score -4804240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4804278.500000 Penalty: 5152.712891
	Iteration 148Q: 3 clusters Score -4804278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4804319.000000 Penalty: 5152.712891
	Iteration 149Q: 3 clusters Score -4804319 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4804344.500000 Penalty: 5152.712891
	Iteration 150Q: 3 clusters Score -4804344 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4804381.000000 Penalty: 5152.712891
	Iteration 151Q: 3 clusters Score -4804381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4804418.500000 Penalty: 5152.712891
	Iteration 152Q: 3 clusters Score -4804418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4804459.500000 Penalty: 5152.712891
	Iteration 153Q: 3 clusters Score -4804460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4804480.000000 Penalty: 5152.712891
	Iteration 154Q: 3 clusters Score -4804480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4804492.500000 Penalty: 5152.712891
	Iteration 155Q: 3 clusters Score -4804492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4804519.500000 Penalty: 5152.712891
	Iteration 156Q: 3 clusters Score -4804520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4804534.500000 Penalty: 5152.712891
	Iteration 157Q: 3 clusters Score -4804534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4804571.000000 Penalty: 5152.712891
	Iteration 158Q: 3 clusters Score -4804571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4804590.500000 Penalty: 5152.712891
	Iteration 159Q: 3 clusters Score -4804590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4804606.500000 Penalty: 5152.712891
	Iteration 160F: 3 clusters Score -4804606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4804622.500000 Penalty: 5152.712891
	Iteration 161Q: 3 clusters Score -4804622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4804653.500000 Penalty: 5152.712891
	Iteration 162Q: 3 clusters Score -4804654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4804679.500000 Penalty: 5152.712891
	Iteration 163Q: 3 clusters Score -4804680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4804706.500000 Penalty: 5152.712891
	Iteration 164Q: 3 clusters Score -4804706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4804730.500000 Penalty: 5152.712891
	Iteration 165Q: 3 clusters Score -4804730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4804741.500000 Penalty: 5152.712891
	Iteration 166Q: 3 clusters Score -4804742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4804767.500000 Penalty: 5152.712891
	Iteration 167Q: 3 clusters Score -4804768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4804774.000000 Penalty: 5152.712891
	Iteration 168Q: 3 clusters Score -4804774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4804784.500000 Penalty: 5152.712891
	Iteration 169Q: 3 clusters Score -4804784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4804800.000000 Penalty: 5152.712891
	Iteration 170Q: 3 clusters Score -4804800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4804803.500000 Penalty: 5152.712891
	Iteration 171Q: 3 clusters Score -4804804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4804805.500000 Penalty: 5152.712891
	Iteration 172Q: 3 clusters Score -4804806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4804826.000000 Penalty: 5152.712891
	Iteration 173Q: 3 clusters Score -4804826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4804830.000000 Penalty: 5152.712891
	Iteration 174Q: 3 clusters Score -4804830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4804843.000000 Penalty: 5152.712891
	Iteration 175Q: 3 clusters Score -4804843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4804857.000000 Penalty: 5152.712891
	Iteration 176Q: 3 clusters Score -4804857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4804868.000000 Penalty: 5152.712891
	Iteration 177Q: 3 clusters Score -4804868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4804859.000000 Penalty: 5152.712891
	Iteration 178Q: 3 clusters Score -4804859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4804883.000000 Penalty: 5152.712891
	Iteration 179Q: 3 clusters Score -4804883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4804898.500000 Penalty: 5152.712891
	Iteration 180F: 3 clusters Score -4804898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4804919.000000 Penalty: 5152.712891
	Iteration 181Q: 3 clusters Score -4804919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4804919.000000 Penalty: 5152.712891
	Iteration 182Q: 3 clusters Score -4804919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4804926.000000 Penalty: 5152.712891
	Iteration 183Q: 3 clusters Score -4804926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4804935.000000 Penalty: 5152.712891
	Iteration 184Q: 3 clusters Score -4804935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4804940.000000 Penalty: 5152.712891
	Iteration 185Q: 3 clusters Score -4804940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4804949.000000 Penalty: 5152.712891
	Iteration 186Q: 3 clusters Score -4804949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4804934.500000 Penalty: 5152.712891
	Iteration 187Q: 3 clusters Score -4804934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4804943.000000 Penalty: 5152.712891
	Iteration 188Q: 3 clusters Score -4804943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4804938.500000 Penalty: 5152.712891
	Iteration 189Q: 3 clusters Score -4804938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4804942.500000 Penalty: 5152.712891
	Iteration 190Q: 3 clusters Score -4804942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4804942.500000 Penalty: 5152.712891
	Iteration 191F: 3 clusters Score -4804942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Entering Unmasked Estep 
Score: -1903619.750000 Penalty: 2356.338867
	Iteration 0F: 2 clusters Score -1903620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1893823.250000 Penalty: 4712.677734
	Iteration 0F: 3 clusters Score -1893823 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1897016.125000 Penalty: 4712.677734
	Iteration 1F: 3 clusters Score -1897016 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1897610.500000 Penalty: 4712.677734
	Iteration 2F: 3 clusters Score -1897610 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1898217.750000 Penalty: 4712.677734
	Iteration 3F: 3 clusters Score -1898218 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1898829.625000 Penalty: 4712.677734
	Iteration 4F: 3 clusters Score -1898830 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1899411.625000 Penalty: 4712.677734
	Iteration 5F: 3 clusters Score -1899412 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1899954.125000 Penalty: 4712.677734
	Iteration 6F: 3 clusters Score -1899954 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1900393.875000 Penalty: 4712.677734
	Iteration 7Q: 3 clusters Score -1900394 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1900775.125000 Penalty: 4712.677734
	Iteration 8Q: 3 clusters Score -1900775 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1901018.750000 Penalty: 4712.677734
	Iteration 9Q: 3 clusters Score -1901019 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1901171.750000 Penalty: 4712.677734
	Iteration 10Q: 3 clusters Score -1901172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1901268.750000 Penalty: 4712.677734
	Iteration 11Q: 3 clusters Score -1901269 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1901336.000000 Penalty: 4712.677734
	Iteration 12Q: 3 clusters Score -1901336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1901380.250000 Penalty: 4712.677734
	Iteration 13Q: 3 clusters Score -1901380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1901419.375000 Penalty: 4712.677734
	Iteration 14Q: 3 clusters Score -1901419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1901443.375000 Penalty: 4712.677734
	Iteration 15Q: 3 clusters Score -1901443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1901466.750000 Penalty: 4712.677734
	Iteration 16Q: 3 clusters Score -1901467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1901488.750000 Penalty: 4712.677734
	Iteration 17Q: 3 clusters Score -1901489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1901518.625000 Penalty: 4712.677734
	Iteration 18Q: 3 clusters Score -1901519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1901548.250000 Penalty: 4712.677734
	Iteration 19Q: 3 clusters Score -1901548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1901572.750000 Penalty: 4712.677734
	Iteration 20F: 3 clusters Score -1901573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1901599.000000 Penalty: 4712.677734
	Iteration 21Q: 3 clusters Score -1901599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1901632.500000 Penalty: 4712.677734
	Iteration 22Q: 3 clusters Score -1901632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1901659.250000 Penalty: 4712.677734
	Iteration 23Q: 3 clusters Score -1901659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1901691.375000 Penalty: 4712.677734
	Iteration 24Q: 3 clusters Score -1901691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1901727.625000 Penalty: 4712.677734
	Iteration 25Q: 3 clusters Score -1901728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1901763.500000 Penalty: 4712.677734
	Iteration 26Q: 3 clusters Score -1901764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1901808.625000 Penalty: 4712.677734
	Iteration 27Q: 3 clusters Score -1901809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1901834.625000 Penalty: 4712.677734
	Iteration 28Q: 3 clusters Score -1901835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1901865.125000 Penalty: 4712.677734
	Iteration 29Q: 3 clusters Score -1901865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1901890.000000 Penalty: 4712.677734
	Iteration 30Q: 3 clusters Score -1901890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1901930.875000 Penalty: 4712.677734
	Iteration 31Q: 3 clusters Score -1901931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1901965.375000 Penalty: 4712.677734
	Iteration 32Q: 3 clusters Score -1901965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1902006.375000 Penalty: 4712.677734
	Iteration 33Q: 3 clusters Score -1902006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1902031.125000 Penalty: 4712.677734
	Iteration 34Q: 3 clusters Score -1902031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1902049.750000 Penalty: 4712.677734
	Iteration 35Q: 3 clusters Score -1902050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1902061.125000 Penalty: 4712.677734
	Iteration 36Q: 3 clusters Score -1902061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1902079.125000 Penalty: 4712.677734
	Iteration 37Q: 3 clusters Score -1902079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1902079.125000 Penalty: 4712.677734
	Iteration 38Q: 3 clusters Score -1902079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1902083.125000 Penalty: 4712.677734
	Iteration 39Q: 3 clusters Score -1902083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1902086.875000 Penalty: 4712.677734
	Iteration 40F: 3 clusters Score -1902087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1902089.625000 Penalty: 4712.677734
	Iteration 41Q: 3 clusters Score -1902090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1902088.875000 Penalty: 4712.677734
	Iteration 42Q: 3 clusters Score -1902089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1902087.625000 Penalty: 4712.677734
	Iteration 43Q: 3 clusters Score -1902088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1902087.875000 Penalty: 4712.677734
	Iteration 44Q: 3 clusters Score -1902088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1902087.000000 Penalty: 4712.677734
	Iteration 45Q: 3 clusters Score -1902087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1902087.000000 Penalty: 4712.677734
	Iteration 46F: 3 clusters Score -1902087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -843200.562500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -843200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -838188.125000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -838188.1 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -839435.000000 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -839435 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -839680.125000 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -839680.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -839848.437500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -839848.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -839961.687500 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -839961.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -840034.750000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -840034.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -840094.375000 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -840094.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -840138.062500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -840138.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -840172.312500 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -840172.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -840207.937500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -840207.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -840235.312500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -840235.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -840256.562500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -840256.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -840269.812500 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -840269.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -840282.750000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -840282.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -840297.562500 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -840297.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -840310.187500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -840310.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -840321.562500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -840321.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -840332.750000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -840332.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -840345.250000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -840345.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -840358.312500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -840358.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -840372.875000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -840372.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -840389.062500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -840389.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -840407.687500 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -840407.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -840427.500000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -840427.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -840444.437500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -840444.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -840459.562500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -840459.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -840477.562500 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -840477.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -840497.000000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -840497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -840517.437500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -840517.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -840543.750000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -840543.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -840583.062500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -840583.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -840619.437500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -840619.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -840653.500000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -840653.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -840695.187500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -840695.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -840742.562500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -840742.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -840800.375000 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -840800.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -840868.375000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -840868.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -840933.750000 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -840933.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -840995.312500 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -840995.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -841049.812500 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -841049.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -841091.125000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -841091.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -841126.125000 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -841126.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -841160.500000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -841160.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -841195.375000 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -841195.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -841233.875000 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -841233.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -841278.375000 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -841278.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -841321.437500 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -841321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -841347.125000 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -841347.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -841360.875000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -841360.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -841374.562500 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -841374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -841386.875000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -841386.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -841400.750000 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -841400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -841405.812500 Penalty: 4301.383301
	Iteration 52Q: 3 clusters Score -841405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -841412.062500 Penalty: 4301.383301
	Iteration 53Q: 3 clusters Score -841412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -841414.187500 Penalty: 4301.383301
	Iteration 54Q: 3 clusters Score -841414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -841416.687500 Penalty: 4301.383301
	Iteration 55Q: 3 clusters Score -841416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -841416.312500 Penalty: 4301.383301
	Iteration 56Q: 3 clusters Score -841416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -841416.312500 Penalty: 4301.383301
	Iteration 57F: 3 clusters Score -841416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200683 members 
Entering Unmasked Estep 
Score: -29372334.000000 Penalty: 3027.951660
	Iteration 0F: 2 clusters Score -2.937233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -29245926.000000 Penalty: 6055.903320
	Iteration 0F: 3 clusters Score -2.924593e+07 nChanged 96563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -29302686.000000 Penalty: 6055.903320
	Iteration 1F: 3 clusters Score -2.930269e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -29303990.000000 Penalty: 6055.903320
	Iteration 2Q: 3 clusters Score -2.930399e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -29306138.000000 Penalty: 6055.903320
	Iteration 3Q: 3 clusters Score -2.930614e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -29309704.000000 Penalty: 6055.903320
	Iteration 4Q: 3 clusters Score -2.93097e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -29314834.000000 Penalty: 6055.903320
	Iteration 5F: 3 clusters Score -2.931483e+07 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -29322282.000000 Penalty: 6055.903320
	Iteration 6F: 3 clusters Score -2.932228e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -29331392.000000 Penalty: 6055.903320
	Iteration 7F: 3 clusters Score -2.933139e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -29341942.000000 Penalty: 6055.903320
	Iteration 8F: 3 clusters Score -2.934194e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -29350946.000000 Penalty: 6055.903320
	Iteration 9F: 3 clusters Score -2.935095e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -29355298.000000 Penalty: 6055.903320
	Iteration 10Q: 3 clusters Score -2.93553e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -29356812.000000 Penalty: 6055.903320
	Iteration 11Q: 3 clusters Score -2.935681e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -29357770.000000 Penalty: 6055.903320
	Iteration 12Q: 3 clusters Score -2.935777e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152044 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -29358604.000000 Penalty: 6055.903320
	Iteration 13Q: 3 clusters Score -2.93586e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153578 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -29359622.000000 Penalty: 6055.903320
	Iteration 14Q: 3 clusters Score -2.935962e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -29360412.000000 Penalty: 6055.903320
	Iteration 15Q: 3 clusters Score -2.936041e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -29361138.000000 Penalty: 6055.903320
	Iteration 16Q: 3 clusters Score -2.936114e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -29361776.000000 Penalty: 6055.903320
	Iteration 17Q: 3 clusters Score -2.936178e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159674 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -29362400.000000 Penalty: 6055.903320
	Iteration 18Q: 3 clusters Score -2.93624e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -29362922.000000 Penalty: 6055.903320
	Iteration 19Q: 3 clusters Score -2.936292e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -29363506.000000 Penalty: 6055.903320
	Iteration 20F: 3 clusters Score -2.936351e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -29363942.000000 Penalty: 6055.903320
	Iteration 21Q: 3 clusters Score -2.936394e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -29364440.000000 Penalty: 6055.903320
	Iteration 22Q: 3 clusters Score -2.936444e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -29364808.000000 Penalty: 6055.903320
	Iteration 23Q: 3 clusters Score -2.936481e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -29365138.000000 Penalty: 6055.903320
	Iteration 24Q: 3 clusters Score -2.936514e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -29365594.000000 Penalty: 6055.903320
	Iteration 25Q: 3 clusters Score -2.936559e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -29366136.000000 Penalty: 6055.903320
	Iteration 26Q: 3 clusters Score -2.936614e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -29366596.000000 Penalty: 6055.903320
	Iteration 27Q: 3 clusters Score -2.93666e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -29367102.000000 Penalty: 6055.903320
	Iteration 28Q: 3 clusters Score -2.93671e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -29367824.000000 Penalty: 6055.903320
	Iteration 29Q: 3 clusters Score -2.936782e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -29368486.000000 Penalty: 6055.903320
	Iteration 30Q: 3 clusters Score -2.936849e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -29368930.000000 Penalty: 6055.903320
	Iteration 31Q: 3 clusters Score -2.936893e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181849 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -29369260.000000 Penalty: 6055.903320
	Iteration 32Q: 3 clusters Score -2.936926e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183830 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -29369670.000000 Penalty: 6055.903320
	Iteration 33Q: 3 clusters Score -2.936967e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -29369922.000000 Penalty: 6055.903320
	Iteration 34Q: 3 clusters Score -2.936992e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -29370414.000000 Penalty: 6055.903320
	Iteration 35Q: 3 clusters Score -2.937041e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -29370758.000000 Penalty: 6055.903320
	Iteration 36Q: 3 clusters Score -2.937076e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -29371238.000000 Penalty: 6055.903320
	Iteration 37Q: 3 clusters Score -2.937124e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -29371516.000000 Penalty: 6055.903320
	Iteration 38Q: 3 clusters Score -2.937152e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194239 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -29371490.000000 Penalty: 6055.903320
	Iteration 39Q: 3 clusters Score -2.937149e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195369 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -29371424.000000 Penalty: 6055.903320
	Iteration 40F: 3 clusters Score -2.937142e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -29371372.000000 Penalty: 6055.903320
	Iteration 41Q: 3 clusters Score -2.937137e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -29371322.000000 Penalty: 6055.903320
	Iteration 42Q: 3 clusters Score -2.937132e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197612 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -29371116.000000 Penalty: 6055.903320
	Iteration 43Q: 3 clusters Score -2.937112e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198077 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -29370956.000000 Penalty: 6055.903320
	Iteration 44Q: 3 clusters Score -2.937096e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198420 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -29370878.000000 Penalty: 6055.903320
	Iteration 45Q: 3 clusters Score -2.937088e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -29370682.000000 Penalty: 6055.903320
	Iteration 46Q: 3 clusters Score -2.937068e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198928 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -29370692.000000 Penalty: 6055.903320
	Iteration 47Q: 3 clusters Score -2.937069e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199108 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -29370618.000000 Penalty: 6055.903320
	Iteration 48Q: 3 clusters Score -2.937062e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199266 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -29370566.000000 Penalty: 6055.903320
	Iteration 49Q: 3 clusters Score -2.937057e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199386 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -29370512.000000 Penalty: 6055.903320
	Iteration 50Q: 3 clusters Score -2.937051e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199476 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -29370506.000000 Penalty: 6055.903320
	Iteration 51Q: 3 clusters Score -2.937051e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199547 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -29370458.000000 Penalty: 6055.903320
	Iteration 52Q: 3 clusters Score -2.937046e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29370474.000000 Penalty: 6055.903320
	Iteration 53Q: 3 clusters Score -2.937047e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199660 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -29370428.000000 Penalty: 6055.903320
	Iteration 54Q: 3 clusters Score -2.937043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -29370430.000000 Penalty: 6055.903320
	Iteration 55Q: 3 clusters Score -2.937043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199728 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -29370396.000000 Penalty: 6055.903320
	Iteration 56Q: 3 clusters Score -2.93704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199753 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29370430.000000 Penalty: 6055.903320
	Iteration 57Q: 3 clusters Score -2.937043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199779 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -29370410.000000 Penalty: 6055.903320
	Iteration 58Q: 3 clusters Score -2.937041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199802 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -29370408.000000 Penalty: 6055.903320
	Iteration 59Q: 3 clusters Score -2.937041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199823 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29370400.000000 Penalty: 6055.903320
	Iteration 60F: 3 clusters Score -2.93704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199839 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -29370392.000000 Penalty: 6055.903320
	Iteration 61Q: 3 clusters Score -2.937039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -29370372.000000 Penalty: 6055.903320
	Iteration 62Q: 3 clusters Score -2.937037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -29370388.000000 Penalty: 6055.903320
	Iteration 63Q: 3 clusters Score -2.937039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29370384.000000 Penalty: 6055.903320
	Iteration 64Q: 3 clusters Score -2.937038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199881 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -29370380.000000 Penalty: 6055.903320
	Iteration 65Q: 3 clusters Score -2.937038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -29370376.000000 Penalty: 6055.903320
	Iteration 66Q: 3 clusters Score -2.937038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199910 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -29370388.000000 Penalty: 6055.903320
	Iteration 67Q: 3 clusters Score -2.937039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199919 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -29370384.000000 Penalty: 6055.903320
	Iteration 68Q: 3 clusters Score -2.937038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199925 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -29370378.000000 Penalty: 6055.903320
	Iteration 69Q: 3 clusters Score -2.937038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199931 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -29370398.000000 Penalty: 6055.903320
	Iteration 70Q: 3 clusters Score -2.93704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -29370372.000000 Penalty: 6055.903320
	Iteration 71Q: 3 clusters Score -2.937037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199950 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -29370338.000000 Penalty: 6055.903320
	Iteration 72Q: 3 clusters Score -2.937034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199953 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -29370342.000000 Penalty: 6055.903320
	Iteration 73Q: 3 clusters Score -2.937034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199957 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -29370330.000000 Penalty: 6055.903320
	Iteration 74Q: 3 clusters Score -2.937033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -29370324.000000 Penalty: 6055.903320
	Iteration 75Q: 3 clusters Score -2.937032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199962 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -29370320.000000 Penalty: 6055.903320
	Iteration 76Q: 3 clusters Score -2.937032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199964 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -29370308.000000 Penalty: 6055.903320
	Iteration 77Q: 3 clusters Score -2.937031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199968 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -29370308.000000 Penalty: 6055.903320
	Iteration 78Q: 3 clusters Score -2.937031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -29370320.000000 Penalty: 6055.903320
	Iteration 79Q: 3 clusters Score -2.937032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199976 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -29370316.000000 Penalty: 6055.903320
	Iteration 80F: 3 clusters Score -2.937032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199981 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -29370298.000000 Penalty: 6055.903320
	Iteration 81Q: 3 clusters Score -2.93703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -29370290.000000 Penalty: 6055.903320
	Iteration 82Q: 3 clusters Score -2.937029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199992 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -29370276.000000 Penalty: 6055.903320
	Iteration 83Q: 3 clusters Score -2.937028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199998 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -29370286.000000 Penalty: 6055.903320
	Iteration 84Q: 3 clusters Score -2.937029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -29370292.000000 Penalty: 6055.903320
	Iteration 85Q: 3 clusters Score -2.937029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -29370262.000000 Penalty: 6055.903320
	Iteration 86Q: 3 clusters Score -2.937026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200014 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -29370284.000000 Penalty: 6055.903320
	Iteration 87Q: 3 clusters Score -2.937028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200016 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29370280.000000 Penalty: 6055.903320
	Iteration 88Q: 3 clusters Score -2.937028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200018 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29370284.000000 Penalty: 6055.903320
	Iteration 89Q: 3 clusters Score -2.937028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29370272.000000 Penalty: 6055.903320
	Iteration 90Q: 3 clusters Score -2.937027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29370272.000000 Penalty: 6055.903320
	Iteration 91F: 3 clusters Score -2.937027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Entering Unmasked Estep 
Score: -2417811.250000 Penalty: 2405.164795
	Iteration 0F: 2 clusters Score -2417811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2406180.750000 Penalty: 4810.329590
	Iteration 0F: 3 clusters Score -2406181 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2410016.000000 Penalty: 4810.329590
	Iteration 1F: 3 clusters Score -2410016 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2410361.500000 Penalty: 4810.329590
	Iteration 2F: 3 clusters Score -2410362 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2410652.750000 Penalty: 4810.329590
	Iteration 3Q: 3 clusters Score -2410653 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2410952.750000 Penalty: 4810.329590
	Iteration 4Q: 3 clusters Score -2410953 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2411231.000000 Penalty: 4810.329590
	Iteration 5Q: 3 clusters Score -2411231 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2411525.000000 Penalty: 4810.329590
	Iteration 6Q: 3 clusters Score -2411525 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2411869.500000 Penalty: 4810.329590
	Iteration 7Q: 3 clusters Score -2411870 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2412248.250000 Penalty: 4810.329590
	Iteration 8Q: 3 clusters Score -2412248 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2412735.500000 Penalty: 4810.329590
	Iteration 9Q: 3 clusters Score -2412736 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2413299.500000 Penalty: 4810.329590
	Iteration 10Q: 3 clusters Score -2413300 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2413902.250000 Penalty: 4810.329590
	Iteration 11Q: 3 clusters Score -2413902 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2414469.250000 Penalty: 4810.329590
	Iteration 12Q: 3 clusters Score -2414469 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2414897.250000 Penalty: 4810.329590
	Iteration 13Q: 3 clusters Score -2414897 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2415144.500000 Penalty: 4810.329590
	Iteration 14Q: 3 clusters Score -2415144 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2415279.000000 Penalty: 4810.329590
	Iteration 15Q: 3 clusters Score -2415279 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2415355.250000 Penalty: 4810.329590
	Iteration 16Q: 3 clusters Score -2415355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2415405.750000 Penalty: 4810.329590
	Iteration 17Q: 3 clusters Score -2415406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2415441.000000 Penalty: 4810.329590
	Iteration 18Q: 3 clusters Score -2415441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2415461.500000 Penalty: 4810.329590
	Iteration 19Q: 3 clusters Score -2415462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2415486.750000 Penalty: 4810.329590
	Iteration 20F: 3 clusters Score -2415487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2415515.500000 Penalty: 4810.329590
	Iteration 21Q: 3 clusters Score -2415516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2415534.250000 Penalty: 4810.329590
	Iteration 22Q: 3 clusters Score -2415534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2415553.750000 Penalty: 4810.329590
	Iteration 23Q: 3 clusters Score -2415554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2415567.750000 Penalty: 4810.329590
	Iteration 24Q: 3 clusters Score -2415568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2415580.250000 Penalty: 4810.329590
	Iteration 25Q: 3 clusters Score -2415580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2415589.500000 Penalty: 4810.329590
	Iteration 26Q: 3 clusters Score -2415590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2415591.750000 Penalty: 4810.329590
	Iteration 27Q: 3 clusters Score -2415592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2415608.000000 Penalty: 4810.329590
	Iteration 28Q: 3 clusters Score -2415608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2415617.000000 Penalty: 4810.329590
	Iteration 29Q: 3 clusters Score -2415617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2415628.750000 Penalty: 4810.329590
	Iteration 30Q: 3 clusters Score -2415629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2415640.000000 Penalty: 4810.329590
	Iteration 31Q: 3 clusters Score -2415640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2415650.000000 Penalty: 4810.329590
	Iteration 32Q: 3 clusters Score -2415650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2415657.750000 Penalty: 4810.329590
	Iteration 33Q: 3 clusters Score -2415658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2415661.750000 Penalty: 4810.329590
	Iteration 34Q: 3 clusters Score -2415662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2415674.750000 Penalty: 4810.329590
	Iteration 35Q: 3 clusters Score -2415675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2415680.500000 Penalty: 4810.329590
	Iteration 36Q: 3 clusters Score -2415680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2415688.500000 Penalty: 4810.329590
	Iteration 37Q: 3 clusters Score -2415688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2415692.750000 Penalty: 4810.329590
	Iteration 38Q: 3 clusters Score -2415693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2415690.250000 Penalty: 4810.329590
	Iteration 39Q: 3 clusters Score -2415690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2415691.750000 Penalty: 4810.329590
	Iteration 40F: 3 clusters Score -2415692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2415694.500000 Penalty: 4810.329590
	Iteration 41Q: 3 clusters Score -2415694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2415692.750000 Penalty: 4810.329590
	Iteration 42Q: 3 clusters Score -2415693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2415695.750000 Penalty: 4810.329590
	Iteration 43Q: 3 clusters Score -2415696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2415696.250000 Penalty: 4810.329590
	Iteration 44Q: 3 clusters Score -2415696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2415696.000000 Penalty: 4810.329590
	Iteration 45Q: 3 clusters Score -2415696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2415698.000000 Penalty: 4810.329590
	Iteration 46Q: 3 clusters Score -2415698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2415698.000000 Penalty: 4810.329590
	Iteration 47Q: 3 clusters Score -2415698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2415694.500000 Penalty: 4810.329590
	Iteration 48Q: 3 clusters Score -2415694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2415700.500000 Penalty: 4810.329590
	Iteration 49Q: 3 clusters Score -2415700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2415702.250000 Penalty: 4810.329590
	Iteration 50Q: 3 clusters Score -2415702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2415702.500000 Penalty: 4810.329590
	Iteration 51Q: 3 clusters Score -2415702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2415702.000000 Penalty: 4810.329590
	Iteration 52Q: 3 clusters Score -2415702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2415702.750000 Penalty: 4810.329590
	Iteration 53Q: 3 clusters Score -2415703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2415699.750000 Penalty: 4810.329590
	Iteration 54Q: 3 clusters Score -2415700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2415706.000000 Penalty: 4810.329590
	Iteration 55Q: 3 clusters Score -2415706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2415705.000000 Penalty: 4810.329590
	Iteration 56Q: 3 clusters Score -2415705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2415705.750000 Penalty: 4810.329590
	Iteration 57Q: 3 clusters Score -2415706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2415709.750000 Penalty: 4810.329590
	Iteration 58Q: 3 clusters Score -2415710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2415714.750000 Penalty: 4810.329590
	Iteration 59Q: 3 clusters Score -2415715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2415712.500000 Penalty: 4810.329590
	Iteration 60F: 3 clusters Score -2415712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2415721.500000 Penalty: 4810.329590
	Iteration 61Q: 3 clusters Score -2415722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2415724.250000 Penalty: 4810.329590
	Iteration 62Q: 3 clusters Score -2415724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2415725.000000 Penalty: 4810.329590
	Iteration 63Q: 3 clusters Score -2415725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2415723.250000 Penalty: 4810.329590
	Iteration 64Q: 3 clusters Score -2415723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2415727.500000 Penalty: 4810.329590
	Iteration 65Q: 3 clusters Score -2415728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2415724.000000 Penalty: 4810.329590
	Iteration 66Q: 3 clusters Score -2415724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2415736.250000 Penalty: 4810.329590
	Iteration 67Q: 3 clusters Score -2415736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2415736.000000 Penalty: 4810.329590
	Iteration 68Q: 3 clusters Score -2415736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2415734.000000 Penalty: 4810.329590
	Iteration 69Q: 3 clusters Score -2415734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2415732.500000 Penalty: 4810.329590
	Iteration 70Q: 3 clusters Score -2415732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2415739.250000 Penalty: 4810.329590
	Iteration 71Q: 3 clusters Score -2415739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2415742.750000 Penalty: 4810.329590
	Iteration 72Q: 3 clusters Score -2415743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2415742.500000 Penalty: 4810.329590
	Iteration 73Q: 3 clusters Score -2415742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2415743.500000 Penalty: 4810.329590
	Iteration 74Q: 3 clusters Score -2415744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2415749.000000 Penalty: 4810.329590
	Iteration 75Q: 3 clusters Score -2415749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2415752.250000 Penalty: 4810.329590
	Iteration 76Q: 3 clusters Score -2415752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2415761.000000 Penalty: 4810.329590
	Iteration 77Q: 3 clusters Score -2415761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2415761.000000 Penalty: 4810.329590
	Iteration 78Q: 3 clusters Score -2415761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2415761.750000 Penalty: 4810.329590
	Iteration 79Q: 3 clusters Score -2415762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2415759.500000 Penalty: 4810.329590
	Iteration 80F: 3 clusters Score -2415760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2415763.750000 Penalty: 4810.329590
	Iteration 81Q: 3 clusters Score -2415764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2415767.750000 Penalty: 4810.329590
	Iteration 82Q: 3 clusters Score -2415768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2415766.500000 Penalty: 4810.329590
	Iteration 83Q: 3 clusters Score -2415766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2415766.500000 Penalty: 4810.329590
	Iteration 84Q: 3 clusters Score -2415766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2415770.750000 Penalty: 4810.329590
	Iteration 85Q: 3 clusters Score -2415771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2415775.750000 Penalty: 4810.329590
	Iteration 86Q: 3 clusters Score -2415776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2415782.000000 Penalty: 4810.329590
	Iteration 87Q: 3 clusters Score -2415782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2415785.000000 Penalty: 4810.329590
	Iteration 88Q: 3 clusters Score -2415785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2415784.250000 Penalty: 4810.329590
	Iteration 89Q: 3 clusters Score -2415784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2415795.750000 Penalty: 4810.329590
	Iteration 90Q: 3 clusters Score -2415796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2415803.750000 Penalty: 4810.329590
	Iteration 91Q: 3 clusters Score -2415804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2415814.000000 Penalty: 4810.329590
	Iteration 92Q: 3 clusters Score -2415814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2415823.000000 Penalty: 4810.329590
	Iteration 93Q: 3 clusters Score -2415823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2415830.250000 Penalty: 4810.329590
	Iteration 94Q: 3 clusters Score -2415830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2415837.250000 Penalty: 4810.329590
	Iteration 95Q: 3 clusters Score -2415837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2415843.250000 Penalty: 4810.329590
	Iteration 96Q: 3 clusters Score -2415843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2415846.000000 Penalty: 4810.329590
	Iteration 97Q: 3 clusters Score -2415846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2415851.250000 Penalty: 4810.329590
	Iteration 98Q: 3 clusters Score -2415851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2415848.000000 Penalty: 4810.329590
	Iteration 99Q: 3 clusters Score -2415848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2415852.500000 Penalty: 4810.329590
	Iteration 100F: 3 clusters Score -2415852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2415851.000000 Penalty: 4810.329590
	Iteration 101Q: 3 clusters Score -2415851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2415848.750000 Penalty: 4810.329590
	Iteration 102Q: 3 clusters Score -2415849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2415851.000000 Penalty: 4810.329590
	Iteration 103Q: 3 clusters Score -2415851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2415850.000000 Penalty: 4810.329590
	Iteration 104Q: 3 clusters Score -2415850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2415853.250000 Penalty: 4810.329590
	Iteration 105Q: 3 clusters Score -2415853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2415854.500000 Penalty: 4810.329590
	Iteration 106Q: 3 clusters Score -2415854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2415853.000000 Penalty: 4810.329590
	Iteration 107Q: 3 clusters Score -2415853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2415858.250000 Penalty: 4810.329590
	Iteration 108Q: 3 clusters Score -2415858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2415858.500000 Penalty: 4810.329590
	Iteration 109Q: 3 clusters Score -2415858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2415856.000000 Penalty: 4810.329590
	Iteration 110Q: 3 clusters Score -2415856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2415857.750000 Penalty: 4810.329590
	Iteration 111Q: 3 clusters Score -2415858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2415852.750000 Penalty: 4810.329590
	Iteration 112Q: 3 clusters Score -2415853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2415854.750000 Penalty: 4810.329590
	Iteration 113Q: 3 clusters Score -2415855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2415859.750000 Penalty: 4810.329590
	Iteration 114Q: 3 clusters Score -2415860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2415860.500000 Penalty: 4810.329590
	Iteration 115Q: 3 clusters Score -2415860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2415862.500000 Penalty: 4810.329590
	Iteration 116Q: 3 clusters Score -2415862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2415861.500000 Penalty: 4810.329590
	Iteration 117Q: 3 clusters Score -2415862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2415859.750000 Penalty: 4810.329590
	Iteration 118Q: 3 clusters Score -2415860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2415865.500000 Penalty: 4810.329590
	Iteration 119Q: 3 clusters Score -2415866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2415865.500000 Penalty: 4810.329590
	Iteration 120F: 3 clusters Score -2415866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2415865.500000 Penalty: 4810.329590
	Iteration 121Q: 3 clusters Score -2415866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2415864.250000 Penalty: 4810.329590
	Iteration 122Q: 3 clusters Score -2415864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2415863.750000 Penalty: 4810.329590
	Iteration 123Q: 3 clusters Score -2415864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2415868.750000 Penalty: 4810.329590
	Iteration 124Q: 3 clusters Score -2415869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2415868.750000 Penalty: 4810.329590
	Iteration 125F: 3 clusters Score -2415869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Entering Unmasked Estep 
Score: -3532647.250000 Penalty: 2504.075439
	Iteration 0F: 2 clusters Score -3532647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3515753.750000 Penalty: 5008.150879
	Iteration 0F: 3 clusters Score -3515754 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3521597.750000 Penalty: 5008.150879
	Iteration 1F: 3 clusters Score -3521598 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3522116.500000 Penalty: 5008.150879
	Iteration 2F: 3 clusters Score -3522116 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3522598.000000 Penalty: 5008.150879
	Iteration 3F: 3 clusters Score -3522598 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3523175.750000 Penalty: 5008.150879
	Iteration 4Q: 3 clusters Score -3523176 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3523843.750000 Penalty: 5008.150879
	Iteration 5F: 3 clusters Score -3523844 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3524632.000000 Penalty: 5008.150879
	Iteration 6F: 3 clusters Score -3524632 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3525506.000000 Penalty: 5008.150879
	Iteration 7F: 3 clusters Score -3525506 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3526454.750000 Penalty: 5008.150879
	Iteration 8F: 3 clusters Score -3526455 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3527457.000000 Penalty: 5008.150879
	Iteration 9F: 3 clusters Score -3527457 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3528332.750000 Penalty: 5008.150879
	Iteration 10Q: 3 clusters Score -3528333 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3528998.000000 Penalty: 5008.150879
	Iteration 11Q: 3 clusters Score -3528998 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3529463.250000 Penalty: 5008.150879
	Iteration 12Q: 3 clusters Score -3529463 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3529779.750000 Penalty: 5008.150879
	Iteration 13Q: 3 clusters Score -3529780 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3530017.000000 Penalty: 5008.150879
	Iteration 14Q: 3 clusters Score -3530017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3530202.750000 Penalty: 5008.150879
	Iteration 15Q: 3 clusters Score -3530203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3530301.500000 Penalty: 5008.150879
	Iteration 16Q: 3 clusters Score -3530302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3530370.500000 Penalty: 5008.150879
	Iteration 17Q: 3 clusters Score -3530370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3530404.750000 Penalty: 5008.150879
	Iteration 18Q: 3 clusters Score -3530405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3530426.500000 Penalty: 5008.150879
	Iteration 19Q: 3 clusters Score -3530426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3530445.500000 Penalty: 5008.150879
	Iteration 20F: 3 clusters Score -3530446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3530447.250000 Penalty: 5008.150879
	Iteration 21Q: 3 clusters Score -3530447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3530450.000000 Penalty: 5008.150879
	Iteration 22Q: 3 clusters Score -3530450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3530457.000000 Penalty: 5008.150879
	Iteration 23Q: 3 clusters Score -3530457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3530460.750000 Penalty: 5008.150879
	Iteration 24Q: 3 clusters Score -3530461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3530459.750000 Penalty: 5008.150879
	Iteration 25Q: 3 clusters Score -3530460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3530462.250000 Penalty: 5008.150879
	Iteration 26Q: 3 clusters Score -3530462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3530464.250000 Penalty: 5008.150879
	Iteration 27Q: 3 clusters Score -3530464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3530462.250000 Penalty: 5008.150879
	Iteration 28Q: 3 clusters Score -3530462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3530462.000000 Penalty: 5008.150879
	Iteration 29Q: 3 clusters Score -3530462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3530462.000000 Penalty: 5008.150879
	Iteration 30F: 3 clusters Score -3530462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26019.388672 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -26019.39 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 140 members 
Entering Unmasked Estep 
Score: -24961.515625 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24961.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25092.105469 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -25092.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25162.484375 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -25162.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25195.970703 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -25195.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25205.583984 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -25205.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25210.832031 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -25210.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25210.832031 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -25210.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -108050.625000 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -108050.6 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 375 members 
Entering Unmasked Estep 
Score: -106314.234375 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -106314.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106636.562500 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -106636.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106753.523438 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -106753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106797.234375 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -106797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106823.476562 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -106823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106845.257812 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -106845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106868.179688 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -106868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106882.359375 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -106882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106901.875000 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -106901.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106937.359375 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -106937.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106970.148438 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -106970.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107049.015625 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -107049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107119.585938 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -107119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -107177.242188 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -107177.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107248.656250 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -107248.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107279.382812 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -107279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107289.109375 Penalty: 3309.328369
	Iteration 16Q: 3 clusters Score -107289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -107297.335938 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -107297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107300.914062 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -107300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107307.265625 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -107307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107315.898438 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -107315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107320.468750 Penalty: 3309.328369
	Iteration 21Q: 3 clusters Score -107320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107320.468750 Penalty: 3309.328369
	Iteration 22F: 3 clusters Score -107320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -41101.839844 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -41101.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39791.386719 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -39791.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40054.566406 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -40054.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40320.132812 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -40320.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40519.425781 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -40519.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40756.078125 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -40756.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40809.546875 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -40809.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40828.121094 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -40828.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40831.140625 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -40831.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40839.160156 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -40839.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40853.089844 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -40853.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40862.847656 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -40862.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40869.695312 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -40869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40874.210938 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -40874.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40874.210938 Penalty: 2926.349121
	Iteration 13F: 3 clusters Score -40874.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Entering Unmasked Estep 
Score: -17091664.000000 Penalty: 2892.850098
	Iteration 0F: 2 clusters Score -1.709166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -17016022.000000 Penalty: 5785.700195
	Iteration 0F: 3 clusters Score -1.701602e+07 nChanged 55132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -17047720.000000 Penalty: 5785.700195
	Iteration 1F: 3 clusters Score -1.704772e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -17048644.000000 Penalty: 5785.700195
	Iteration 2Q: 3 clusters Score -1.704864e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -17050036.000000 Penalty: 5785.700195
	Iteration 3Q: 3 clusters Score -1.705004e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -17051958.000000 Penalty: 5785.700195
	Iteration 4Q: 3 clusters Score -1.705196e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -17054730.000000 Penalty: 5785.700195
	Iteration 5Q: 3 clusters Score -1.705473e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -17058906.000000 Penalty: 5785.700195
	Iteration 6F: 3 clusters Score -1.705891e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -17065298.000000 Penalty: 5785.700195
	Iteration 7F: 3 clusters Score -1.70653e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -17073118.000000 Penalty: 5785.700195
	Iteration 8F: 3 clusters Score -1.707312e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -17079924.000000 Penalty: 5785.700195
	Iteration 9F: 3 clusters Score -1.707992e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -17084774.000000 Penalty: 5785.700195
	Iteration 10F: 3 clusters Score -1.708477e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -17087204.000000 Penalty: 5785.700195
	Iteration 11Q: 3 clusters Score -1.70872e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -17088312.000000 Penalty: 5785.700195
	Iteration 12Q: 3 clusters Score -1.708831e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -17088780.000000 Penalty: 5785.700195
	Iteration 13Q: 3 clusters Score -1.708878e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -17088946.000000 Penalty: 5785.700195
	Iteration 14Q: 3 clusters Score -1.708895e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -17089006.000000 Penalty: 5785.700195
	Iteration 15Q: 3 clusters Score -1.708901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -17089090.000000 Penalty: 5785.700195
	Iteration 16Q: 3 clusters Score -1.708909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -17089126.000000 Penalty: 5785.700195
	Iteration 17Q: 3 clusters Score -1.708913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -17089134.000000 Penalty: 5785.700195
	Iteration 18Q: 3 clusters Score -1.708913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -17089152.000000 Penalty: 5785.700195
	Iteration 19Q: 3 clusters Score -1.708915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -17089156.000000 Penalty: 5785.700195
	Iteration 20F: 3 clusters Score -1.708916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -17089178.000000 Penalty: 5785.700195
	Iteration 21Q: 3 clusters Score -1.708918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116073 members 
Entering Unmasked Estep 
Score: -17089180.000000 Penalty: 5785.700195
	Iteration 22Q: 3 clusters Score -1.708918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -17089182.000000 Penalty: 5785.700195
	Iteration 23Q: 3 clusters Score -1.708918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -17089186.000000 Penalty: 5785.700195
	Iteration 24Q: 3 clusters Score -1.708919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -17089182.000000 Penalty: 5785.700195
	Iteration 25Q: 3 clusters Score -1.708918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -17089182.000000 Penalty: 5785.700195
	Iteration 26F: 3 clusters Score -1.708918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -84635.085938 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -84635.09 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 330 members 
Entering Unmasked Estep 
Score: -83020.078125 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -83020.08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83347.289062 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -83347.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83483.421875 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -83483.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83571.906250 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -83571.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83657.421875 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -83657.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83739.765625 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -83739.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83809.648438 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -83809.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83846.203125 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -83846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83866.648438 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -83866.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83885.250000 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -83885.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83953.304688 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -83953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83974.289062 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -83974.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83993.218750 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -83993.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84018.804688 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -84018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84028.351562 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -84028.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84029.335938 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -84029.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84036.546875 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -84036.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84044.250000 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -84044.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84055.257812 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -84055.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84057.507812 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -84057.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84057.507812 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -84057.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Entering Unmasked Estep 
Score: -8600656.000000 Penalty: 2720.352295
	Iteration 0F: 2 clusters Score -8600656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -8561691.000000 Penalty: 5440.704590
	Iteration 0F: 3 clusters Score -8561691 nChanged 26809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -8576816.000000 Penalty: 5440.704590
	Iteration 1F: 3 clusters Score -8576816 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8577408.000000 Penalty: 5440.704590
	Iteration 2Q: 3 clusters Score -8577408 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -8578134.000000 Penalty: 5440.704590
	Iteration 3Q: 3 clusters Score -8578134 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8579063.000000 Penalty: 5440.704590
	Iteration 4Q: 3 clusters Score -8579063 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8580518.000000 Penalty: 5440.704590
	Iteration 5F: 3 clusters Score -8580518 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -8582984.000000 Penalty: 5440.704590
	Iteration 6F: 3 clusters Score -8582984 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -8586513.000000 Penalty: 5440.704590
	Iteration 7F: 3 clusters Score -8586513 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -8590879.000000 Penalty: 5440.704590
	Iteration 8F: 3 clusters Score -8590879 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8594695.000000 Penalty: 5440.704590
	Iteration 9F: 3 clusters Score -8594695 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8596944.000000 Penalty: 5440.704590
	Iteration 10Q: 3 clusters Score -8596944 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8598154.000000 Penalty: 5440.704590
	Iteration 11Q: 3 clusters Score -8598154 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8598652.000000 Penalty: 5440.704590
	Iteration 12Q: 3 clusters Score -8598652 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8598907.000000 Penalty: 5440.704590
	Iteration 13Q: 3 clusters Score -8598907 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8599036.000000 Penalty: 5440.704590
	Iteration 14Q: 3 clusters Score -8599036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8599121.000000 Penalty: 5440.704590
	Iteration 15Q: 3 clusters Score -8599121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8599173.000000 Penalty: 5440.704590
	Iteration 16Q: 3 clusters Score -8599173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8599218.000000 Penalty: 5440.704590
	Iteration 17Q: 3 clusters Score -8599218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8599258.000000 Penalty: 5440.704590
	Iteration 18Q: 3 clusters Score -8599258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8599273.000000 Penalty: 5440.704590
	Iteration 19Q: 3 clusters Score -8599273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8599284.000000 Penalty: 5440.704590
	Iteration 20F: 3 clusters Score -8599284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8599289.000000 Penalty: 5440.704590
	Iteration 21Q: 3 clusters Score -8599289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8599289.000000 Penalty: 5440.704590
	Iteration 22Q: 3 clusters Score -8599289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8599290.000000 Penalty: 5440.704590
	Iteration 23Q: 3 clusters Score -8599290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8599288.000000 Penalty: 5440.704590
	Iteration 24Q: 3 clusters Score -8599288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8599291.000000 Penalty: 5440.704590
	Iteration 25Q: 3 clusters Score -8599291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8599286.000000 Penalty: 5440.704590
	Iteration 26Q: 3 clusters Score -8599286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8599294.000000 Penalty: 5440.704590
	Iteration 27Q: 3 clusters Score -8599294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8599297.000000 Penalty: 5440.704590
	Iteration 28Q: 3 clusters Score -8599297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8599302.000000 Penalty: 5440.704590
	Iteration 29Q: 3 clusters Score -8599302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8599293.000000 Penalty: 5440.704590
	Iteration 30Q: 3 clusters Score -8599293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8599291.000000 Penalty: 5440.704590
	Iteration 31Q: 3 clusters Score -8599291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8599288.000000 Penalty: 5440.704590
	Iteration 32Q: 3 clusters Score -8599288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8599291.000000 Penalty: 5440.704590
	Iteration 33Q: 3 clusters Score -8599291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8599291.000000 Penalty: 5440.704590
	Iteration 34Q: 3 clusters Score -8599291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8599292.000000 Penalty: 5440.704590
	Iteration 35Q: 3 clusters Score -8599292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8599289.000000 Penalty: 5440.704590
	Iteration 36Q: 3 clusters Score -8599289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8599293.000000 Penalty: 5440.704590
	Iteration 37Q: 3 clusters Score -8599293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8599288.000000 Penalty: 5440.704590
	Iteration 38Q: 3 clusters Score -8599288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8599292.000000 Penalty: 5440.704590
	Iteration 39Q: 3 clusters Score -8599292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8599294.000000 Penalty: 5440.704590
	Iteration 40F: 3 clusters Score -8599294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8599300.000000 Penalty: 5440.704590
	Iteration 41Q: 3 clusters Score -8599300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8599295.000000 Penalty: 5440.704590
	Iteration 42Q: 3 clusters Score -8599295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8599286.000000 Penalty: 5440.704590
	Iteration 43Q: 3 clusters Score -8599286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8599290.000000 Penalty: 5440.704590
	Iteration 44Q: 3 clusters Score -8599290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8599295.000000 Penalty: 5440.704590
	Iteration 45Q: 3 clusters Score -8599295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8599295.000000 Penalty: 5440.704590
	Iteration 46F: 3 clusters Score -8599295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -73640.914062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -73640.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72034.664062 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -72034.66 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72222.742188 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -72222.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72306.031250 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -72306.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72348.734375 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -72348.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72390.257812 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -72390.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72417.039062 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -72417.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72470.492188 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -72470.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72560.781250 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -72560.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72680.429688 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -72680.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72977.234375 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -72977.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73128.312500 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -73128.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73219.664062 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -73219.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73305.281250 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -73305.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73349.492188 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -73349.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73372.656250 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -73372.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73389.992188 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -73389.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73395.453125 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -73395.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73397.164062 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -73397.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73397.164062 Penalty: 3143.065674
	Iteration 18F: 3 clusters Score -73397.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138386 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200683 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 359Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138386 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10233 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200682 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959784.000000 Penalty: 98646.656250
Iteration 360F: 30 clusters Score -1.289598e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200681 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959808.000000 Penalty: 98646.656250
Iteration 361Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200679 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959808.000000 Penalty: 98646.656250
Iteration 362Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138389 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200677 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 363Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138390 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36157 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200675 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 364Q: 30 clusters Score -1.289598e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138392 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36159 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200671 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58056 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959864.000000 Penalty: 98646.656250
Iteration 365Q: 30 clusters Score -1.289599e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138392 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200668 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116394 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58054 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 366Q: 30 clusters Score -1.289598e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34915 members 
Mstep: Class 3 contains 138392 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200667 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58054 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959880.000000 Penalty: 98646.656250
Iteration 367Q: 30 clusters Score -1.289599e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138393 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200668 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 368Q: 30 clusters Score -1.289598e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138391 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200671 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116392 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 369Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42173 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200674 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 370Q: 30 clusters Score -1.289598e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200676 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959848.000000 Penalty: 98646.656250
Iteration 371Q: 30 clusters Score -1.289598e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138385 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200678 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959864.000000 Penalty: 98646.656250
Iteration 372Q: 30 clusters Score -1.289599e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138381 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200682 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116393 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959848.000000 Penalty: 98646.656250
Iteration 373Q: 30 clusters Score -1.289598e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138375 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200686 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116394 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959848.000000 Penalty: 98646.656250
Iteration 374Q: 30 clusters Score -1.289598e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138367 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200689 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116399 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959864.000000 Penalty: 98646.656250
Iteration 375Q: 30 clusters Score -1.289599e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138364 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200693 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116398 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 376Q: 30 clusters Score -1.289598e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138364 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36162 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200691 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116397 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959832.000000 Penalty: 98646.656250
Iteration 377Q: 30 clusters Score -1.289598e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138366 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36162 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200690 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116396 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 378Q: 30 clusters Score -1.289598e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138366 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36162 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200690 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116396 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959816.000000 Penalty: 98646.656250
Iteration 379F: 30 clusters Score -1.289598e+08 nChanged 0
Entering ConstructFrom: 
Score: -128959816.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (14160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Entering Unmasked Estep 
Score: -1883402.375000 Penalty: 2370.427734
	Iteration 0F: 2 clusters Score -1883402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1872989.625000 Penalty: 4740.855469
	Iteration 0F: 3 clusters Score -1872990 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1876356.375000 Penalty: 4740.855469
	Iteration 1F: 3 clusters Score -1876356 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1876898.625000 Penalty: 4740.855469
	Iteration 2F: 3 clusters Score -1876899 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1877385.125000 Penalty: 4740.855469
	Iteration 3F: 3 clusters Score -1877385 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1877835.000000 Penalty: 4740.855469
	Iteration 4F: 3 clusters Score -1877835 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1878251.875000 Penalty: 4740.855469
	Iteration 5F: 3 clusters Score -1878252 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1878619.000000 Penalty: 4740.855469
	Iteration 6Q: 3 clusters Score -1878619 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1878902.000000 Penalty: 4740.855469
	Iteration 7Q: 3 clusters Score -1878902 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1879130.000000 Penalty: 4740.855469
	Iteration 8Q: 3 clusters Score -1879130 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1879309.250000 Penalty: 4740.855469
	Iteration 9Q: 3 clusters Score -1879309 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1879469.125000 Penalty: 4740.855469
	Iteration 10Q: 3 clusters Score -1879469 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1879614.125000 Penalty: 4740.855469
	Iteration 11Q: 3 clusters Score -1879614 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1879751.750000 Penalty: 4740.855469
	Iteration 12Q: 3 clusters Score -1879752 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1879881.625000 Penalty: 4740.855469
	Iteration 13Q: 3 clusters Score -1879882 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1880004.250000 Penalty: 4740.855469
	Iteration 14Q: 3 clusters Score -1880004 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1880116.000000 Penalty: 4740.855469
	Iteration 15Q: 3 clusters Score -1880116 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1880239.750000 Penalty: 4740.855469
	Iteration 16Q: 3 clusters Score -1880240 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1880355.250000 Penalty: 4740.855469
	Iteration 17Q: 3 clusters Score -1880355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1880464.875000 Penalty: 4740.855469
	Iteration 18Q: 3 clusters Score -1880465 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1880560.000000 Penalty: 4740.855469
	Iteration 19Q: 3 clusters Score -1880560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1880651.625000 Penalty: 4740.855469
	Iteration 20F: 3 clusters Score -1880652 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1880749.125000 Penalty: 4740.855469
	Iteration 21Q: 3 clusters Score -1880749 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1880838.375000 Penalty: 4740.855469
	Iteration 22Q: 3 clusters Score -1880838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1880916.375000 Penalty: 4740.855469
	Iteration 23Q: 3 clusters Score -1880916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1880987.500000 Penalty: 4740.855469
	Iteration 24Q: 3 clusters Score -1880988 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1881051.500000 Penalty: 4740.855469
	Iteration 25Q: 3 clusters Score -1881052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1881099.500000 Penalty: 4740.855469
	Iteration 26Q: 3 clusters Score -1881100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1881145.750000 Penalty: 4740.855469
	Iteration 27Q: 3 clusters Score -1881146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1881187.250000 Penalty: 4740.855469
	Iteration 28Q: 3 clusters Score -1881187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1881222.625000 Penalty: 4740.855469
	Iteration 29Q: 3 clusters Score -1881223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1881257.250000 Penalty: 4740.855469
	Iteration 30Q: 3 clusters Score -1881257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1881279.125000 Penalty: 4740.855469
	Iteration 31Q: 3 clusters Score -1881279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1881306.125000 Penalty: 4740.855469
	Iteration 32Q: 3 clusters Score -1881306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1881322.500000 Penalty: 4740.855469
	Iteration 33Q: 3 clusters Score -1881322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1881344.250000 Penalty: 4740.855469
	Iteration 34Q: 3 clusters Score -1881344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1881359.250000 Penalty: 4740.855469
	Iteration 35Q: 3 clusters Score -1881359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1881364.875000 Penalty: 4740.855469
	Iteration 36Q: 3 clusters Score -1881365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1881384.625000 Penalty: 4740.855469
	Iteration 37Q: 3 clusters Score -1881385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1881405.375000 Penalty: 4740.855469
	Iteration 38Q: 3 clusters Score -1881405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1881424.500000 Penalty: 4740.855469
	Iteration 39Q: 3 clusters Score -1881424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1881440.500000 Penalty: 4740.855469
	Iteration 40F: 3 clusters Score -1881440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1881454.500000 Penalty: 4740.855469
	Iteration 41Q: 3 clusters Score -1881454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1881465.500000 Penalty: 4740.855469
	Iteration 42Q: 3 clusters Score -1881466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1881471.125000 Penalty: 4740.855469
	Iteration 43Q: 3 clusters Score -1881471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1881472.000000 Penalty: 4740.855469
	Iteration 44Q: 3 clusters Score -1881472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1881478.375000 Penalty: 4740.855469
	Iteration 45Q: 3 clusters Score -1881478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1881491.875000 Penalty: 4740.855469
	Iteration 46Q: 3 clusters Score -1881492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1881499.500000 Penalty: 4740.855469
	Iteration 47Q: 3 clusters Score -1881500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1881512.875000 Penalty: 4740.855469
	Iteration 48Q: 3 clusters Score -1881513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1881516.375000 Penalty: 4740.855469
	Iteration 49Q: 3 clusters Score -1881516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1881517.125000 Penalty: 4740.855469
	Iteration 50Q: 3 clusters Score -1881517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1881527.000000 Penalty: 4740.855469
	Iteration 51Q: 3 clusters Score -1881527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1881529.125000 Penalty: 4740.855469
	Iteration 52Q: 3 clusters Score -1881529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1881534.250000 Penalty: 4740.855469
	Iteration 53Q: 3 clusters Score -1881534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1881539.750000 Penalty: 4740.855469
	Iteration 54Q: 3 clusters Score -1881540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1881537.750000 Penalty: 4740.855469
	Iteration 55Q: 3 clusters Score -1881538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1881554.250000 Penalty: 4740.855469
	Iteration 56Q: 3 clusters Score -1881554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1881556.750000 Penalty: 4740.855469
	Iteration 57Q: 3 clusters Score -1881557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1881559.750000 Penalty: 4740.855469
	Iteration 58Q: 3 clusters Score -1881560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1881568.125000 Penalty: 4740.855469
	Iteration 59Q: 3 clusters Score -1881568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1881573.500000 Penalty: 4740.855469
	Iteration 60F: 3 clusters Score -1881574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1881579.625000 Penalty: 4740.855469
	Iteration 61Q: 3 clusters Score -1881580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1881581.750000 Penalty: 4740.855469
	Iteration 62Q: 3 clusters Score -1881582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1881582.375000 Penalty: 4740.855469
	Iteration 63Q: 3 clusters Score -1881582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1881584.125000 Penalty: 4740.855469
	Iteration 64Q: 3 clusters Score -1881584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1881585.000000 Penalty: 4740.855469
	Iteration 65Q: 3 clusters Score -1881585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1881583.375000 Penalty: 4740.855469
	Iteration 66Q: 3 clusters Score -1881583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1881588.250000 Penalty: 4740.855469
	Iteration 67Q: 3 clusters Score -1881588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1881594.000000 Penalty: 4740.855469
	Iteration 68Q: 3 clusters Score -1881594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1881596.625000 Penalty: 4740.855469
	Iteration 69Q: 3 clusters Score -1881597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1881594.250000 Penalty: 4740.855469
	Iteration 70Q: 3 clusters Score -1881594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1881596.625000 Penalty: 4740.855469
	Iteration 71Q: 3 clusters Score -1881597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1881598.250000 Penalty: 4740.855469
	Iteration 72Q: 3 clusters Score -1881598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1881598.250000 Penalty: 4740.855469
	Iteration 73F: 3 clusters Score -1881598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Entering Unmasked Estep 
Score: -4958991.000000 Penalty: 2594.239502
	Iteration 0F: 2 clusters Score -4958991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4935293.000000 Penalty: 5188.479004
	Iteration 0F: 3 clusters Score -4935293 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4943792.500000 Penalty: 5188.479004
	Iteration 1F: 3 clusters Score -4943792 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4944334.500000 Penalty: 5188.479004
	Iteration 2Q: 3 clusters Score -4944334 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4944934.000000 Penalty: 5188.479004
	Iteration 3Q: 3 clusters Score -4944934 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4945690.000000 Penalty: 5188.479004
	Iteration 4Q: 3 clusters Score -4945690 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4946764.000000 Penalty: 5188.479004
	Iteration 5F: 3 clusters Score -4946764 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4948091.500000 Penalty: 5188.479004
	Iteration 6F: 3 clusters Score -4948092 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4949804.500000 Penalty: 5188.479004
	Iteration 7F: 3 clusters Score -4949804 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4951692.000000 Penalty: 5188.479004
	Iteration 8F: 3 clusters Score -4951692 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4953359.000000 Penalty: 5188.479004
	Iteration 9F: 3 clusters Score -4953359 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4954717.500000 Penalty: 5188.479004
	Iteration 10Q: 3 clusters Score -4954718 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4955617.000000 Penalty: 5188.479004
	Iteration 11Q: 3 clusters Score -4955617 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4956176.000000 Penalty: 5188.479004
	Iteration 12Q: 3 clusters Score -4956176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4956519.500000 Penalty: 5188.479004
	Iteration 13Q: 3 clusters Score -4956520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4956694.000000 Penalty: 5188.479004
	Iteration 14Q: 3 clusters Score -4956694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4956813.500000 Penalty: 5188.479004
	Iteration 15Q: 3 clusters Score -4956814 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4956912.000000 Penalty: 5188.479004
	Iteration 16Q: 3 clusters Score -4956912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4956977.500000 Penalty: 5188.479004
	Iteration 17Q: 3 clusters Score -4956978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4957016.000000 Penalty: 5188.479004
	Iteration 18Q: 3 clusters Score -4957016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4957037.000000 Penalty: 5188.479004
	Iteration 19Q: 3 clusters Score -4957037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4957071.000000 Penalty: 5188.479004
	Iteration 20F: 3 clusters Score -4957071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4957091.500000 Penalty: 5188.479004
	Iteration 21Q: 3 clusters Score -4957092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4957112.500000 Penalty: 5188.479004
	Iteration 22Q: 3 clusters Score -4957112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4957120.500000 Penalty: 5188.479004
	Iteration 23Q: 3 clusters Score -4957120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4957148.000000 Penalty: 5188.479004
	Iteration 24Q: 3 clusters Score -4957148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4957167.000000 Penalty: 5188.479004
	Iteration 25Q: 3 clusters Score -4957167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4957180.500000 Penalty: 5188.479004
	Iteration 26Q: 3 clusters Score -4957180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4957197.000000 Penalty: 5188.479004
	Iteration 27Q: 3 clusters Score -4957197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4957197.000000 Penalty: 5188.479004
	Iteration 28Q: 3 clusters Score -4957197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4957216.000000 Penalty: 5188.479004
	Iteration 29Q: 3 clusters Score -4957216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4957228.500000 Penalty: 5188.479004
	Iteration 30Q: 3 clusters Score -4957228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4957241.000000 Penalty: 5188.479004
	Iteration 31Q: 3 clusters Score -4957241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4957236.500000 Penalty: 5188.479004
	Iteration 32Q: 3 clusters Score -4957236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4957244.000000 Penalty: 5188.479004
	Iteration 33Q: 3 clusters Score -4957244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4957249.500000 Penalty: 5188.479004
	Iteration 34Q: 3 clusters Score -4957250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4957248.500000 Penalty: 5188.479004
	Iteration 35Q: 3 clusters Score -4957248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4957244.500000 Penalty: 5188.479004
	Iteration 36Q: 3 clusters Score -4957244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4957242.500000 Penalty: 5188.479004
	Iteration 37Q: 3 clusters Score -4957242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4957248.000000 Penalty: 5188.479004
	Iteration 38Q: 3 clusters Score -4957248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4957247.000000 Penalty: 5188.479004
	Iteration 39Q: 3 clusters Score -4957247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4957249.500000 Penalty: 5188.479004
	Iteration 40F: 3 clusters Score -4957250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4957246.500000 Penalty: 5188.479004
	Iteration 41Q: 3 clusters Score -4957246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4957247.500000 Penalty: 5188.479004
	Iteration 42Q: 3 clusters Score -4957248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4957253.500000 Penalty: 5188.479004
	Iteration 43Q: 3 clusters Score -4957254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4957256.500000 Penalty: 5188.479004
	Iteration 44Q: 3 clusters Score -4957256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4957254.000000 Penalty: 5188.479004
	Iteration 45Q: 3 clusters Score -4957254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4957255.000000 Penalty: 5188.479004
	Iteration 46Q: 3 clusters Score -4957255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4957261.500000 Penalty: 5188.479004
	Iteration 47Q: 3 clusters Score -4957262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4957260.000000 Penalty: 5188.479004
	Iteration 48Q: 3 clusters Score -4957260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4957261.000000 Penalty: 5188.479004
	Iteration 49Q: 3 clusters Score -4957261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4957260.000000 Penalty: 5188.479004
	Iteration 50Q: 3 clusters Score -4957260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4957257.500000 Penalty: 5188.479004
	Iteration 51Q: 3 clusters Score -4957258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4957258.000000 Penalty: 5188.479004
	Iteration 52Q: 3 clusters Score -4957258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4957263.500000 Penalty: 5188.479004
	Iteration 53Q: 3 clusters Score -4957264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4957264.000000 Penalty: 5188.479004
	Iteration 54Q: 3 clusters Score -4957264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4957265.000000 Penalty: 5188.479004
	Iteration 55Q: 3 clusters Score -4957265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4957262.500000 Penalty: 5188.479004
	Iteration 56Q: 3 clusters Score -4957262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4957263.500000 Penalty: 5188.479004
	Iteration 57Q: 3 clusters Score -4957264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4957263.500000 Penalty: 5188.479004
	Iteration 58F: 3 clusters Score -4957264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Entering Unmasked Estep 
Score: -20294250.000000 Penalty: 2935.739258
	Iteration 0F: 2 clusters Score -2.029425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -20204816.000000 Penalty: 5871.478516
	Iteration 0F: 3 clusters Score -2.020482e+07 nChanged 65721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -20242654.000000 Penalty: 5871.478516
	Iteration 1F: 3 clusters Score -2.024265e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -20243904.000000 Penalty: 5871.478516
	Iteration 2Q: 3 clusters Score -2.02439e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -20245704.000000 Penalty: 5871.478516
	Iteration 3Q: 3 clusters Score -2.02457e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -20248418.000000 Penalty: 5871.478516
	Iteration 4Q: 3 clusters Score -2.024842e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -20252736.000000 Penalty: 5871.478516
	Iteration 5F: 3 clusters Score -2.025274e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -20259068.000000 Penalty: 5871.478516
	Iteration 6F: 3 clusters Score -2.025907e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -20266586.000000 Penalty: 5871.478516
	Iteration 7F: 3 clusters Score -2.026659e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -20273440.000000 Penalty: 5871.478516
	Iteration 8F: 3 clusters Score -2.027344e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -20278908.000000 Penalty: 5871.478516
	Iteration 9F: 3 clusters Score -2.027891e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -20282784.000000 Penalty: 5871.478516
	Iteration 10Q: 3 clusters Score -2.028278e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -20285696.000000 Penalty: 5871.478516
	Iteration 11Q: 3 clusters Score -2.02857e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131392 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -20287682.000000 Penalty: 5871.478516
	Iteration 12Q: 3 clusters Score -2.028768e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -20288970.000000 Penalty: 5871.478516
	Iteration 13Q: 3 clusters Score -2.028897e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134310 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -20289804.000000 Penalty: 5871.478516
	Iteration 14Q: 3 clusters Score -2.02898e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20290380.000000 Penalty: 5871.478516
	Iteration 15Q: 3 clusters Score -2.029038e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -20290734.000000 Penalty: 5871.478516
	Iteration 16Q: 3 clusters Score -2.029073e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20290990.000000 Penalty: 5871.478516
	Iteration 17Q: 3 clusters Score -2.029099e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -20291088.000000 Penalty: 5871.478516
	Iteration 18Q: 3 clusters Score -2.029109e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20291196.000000 Penalty: 5871.478516
	Iteration 19Q: 3 clusters Score -2.02912e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20291334.000000 Penalty: 5871.478516
	Iteration 20F: 3 clusters Score -2.029133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20291426.000000 Penalty: 5871.478516
	Iteration 21Q: 3 clusters Score -2.029143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137040 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20291466.000000 Penalty: 5871.478516
	Iteration 22Q: 3 clusters Score -2.029147e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20291496.000000 Penalty: 5871.478516
	Iteration 23Q: 3 clusters Score -2.02915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20291526.000000 Penalty: 5871.478516
	Iteration 24Q: 3 clusters Score -2.029153e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20291556.000000 Penalty: 5871.478516
	Iteration 25Q: 3 clusters Score -2.029156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137206 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20291580.000000 Penalty: 5871.478516
	Iteration 26Q: 3 clusters Score -2.029158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20291548.000000 Penalty: 5871.478516
	Iteration 27Q: 3 clusters Score -2.029155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137247 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -20291572.000000 Penalty: 5871.478516
	Iteration 28Q: 3 clusters Score -2.029157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20291564.000000 Penalty: 5871.478516
	Iteration 29Q: 3 clusters Score -2.029156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20291546.000000 Penalty: 5871.478516
	Iteration 30Q: 3 clusters Score -2.029155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20291574.000000 Penalty: 5871.478516
	Iteration 31Q: 3 clusters Score -2.029157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20291592.000000 Penalty: 5871.478516
	Iteration 32Q: 3 clusters Score -2.029159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20291604.000000 Penalty: 5871.478516
	Iteration 33Q: 3 clusters Score -2.02916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20291632.000000 Penalty: 5871.478516
	Iteration 34Q: 3 clusters Score -2.029163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20291624.000000 Penalty: 5871.478516
	Iteration 35Q: 3 clusters Score -2.029162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20291652.000000 Penalty: 5871.478516
	Iteration 36Q: 3 clusters Score -2.029165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20291658.000000 Penalty: 5871.478516
	Iteration 37Q: 3 clusters Score -2.029166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137424 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20291658.000000 Penalty: 5871.478516
	Iteration 38Q: 3 clusters Score -2.029166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20291646.000000 Penalty: 5871.478516
	Iteration 39Q: 3 clusters Score -2.029165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20291640.000000 Penalty: 5871.478516
	Iteration 40F: 3 clusters Score -2.029164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20291658.000000 Penalty: 5871.478516
	Iteration 41Q: 3 clusters Score -2.029166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20291666.000000 Penalty: 5871.478516
	Iteration 42Q: 3 clusters Score -2.029167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20291666.000000 Penalty: 5871.478516
	Iteration 43F: 3 clusters Score -2.029167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -327311.937500 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -327311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324431.250000 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -324431.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -324959.781250 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -324959.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325089.218750 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -325089.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325179.687500 Penalty: 3860.479248
	Iteration 3Q: 3 clusters Score -325179.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -325247.000000 Penalty: 3860.479248
	Iteration 4Q: 3 clusters Score -325247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -325298.000000 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -325298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325331.937500 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -325331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -325360.468750 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -325360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325388.562500 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -325388.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325403.812500 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -325403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -325416.906250 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -325416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -325440.937500 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -325440.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325464.593750 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -325464.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -325486.093750 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -325486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -325503.562500 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -325503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325514.562500 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -325514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325524.687500 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -325524.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -325536.125000 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -325536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -325543.906250 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -325543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -325561.875000 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -325561.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325579.531250 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -325579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -325592.125000 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -325592.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -325610.750000 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -325610.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -325641.125000 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -325641.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -325680.625000 Penalty: 3860.479248
	Iteration 24Q: 3 clusters Score -325680.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325725.906250 Penalty: 3860.479248
	Iteration 25Q: 3 clusters Score -325725.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325783.687500 Penalty: 3860.479248
	Iteration 26Q: 3 clusters Score -325783.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -325836.625000 Penalty: 3860.479248
	Iteration 27Q: 3 clusters Score -325836.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -325894.156250 Penalty: 3860.479248
	Iteration 28Q: 3 clusters Score -325894.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -325951.218750 Penalty: 3860.479248
	Iteration 29Q: 3 clusters Score -325951.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -326034.906250 Penalty: 3860.479248
	Iteration 30Q: 3 clusters Score -326034.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -326157.000000 Penalty: 3860.479248
	Iteration 31Q: 3 clusters Score -326157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -326332.843750 Penalty: 3860.479248
	Iteration 32Q: 3 clusters Score -326332.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326626.187500 Penalty: 3860.479248
	Iteration 33Q: 3 clusters Score -326626.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -327149.125000 Penalty: 3860.479248
	Iteration 34Q: 3 clusters Score -327149.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -327617.406250 Penalty: 3860.479248
	Iteration 35Q: 3 clusters Score -327617.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -327776.250000 Penalty: 3860.479248
	Iteration 36Q: 3 clusters Score -327776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -327795.906250 Penalty: 3860.479248
	Iteration 37Q: 3 clusters Score -327795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -327797.312500 Penalty: 3860.479248
	Iteration 38Q: 3 clusters Score -327797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -327802.343750 Penalty: 3860.479248
	Iteration 39Q: 3 clusters Score -327802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -327805.750000 Penalty: 3860.479248
	Iteration 40F: 3 clusters Score -327805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -327814.843750 Penalty: 3860.479248
	Iteration 41Q: 3 clusters Score -327814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -327825.312500 Penalty: 3860.479248
	Iteration 42Q: 3 clusters Score -327825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -327834.750000 Penalty: 3860.479248
	Iteration 43Q: 3 clusters Score -327834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -327838.343750 Penalty: 3860.479248
	Iteration 44Q: 3 clusters Score -327838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -327841.093750 Penalty: 3860.479248
	Iteration 45Q: 3 clusters Score -327841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -327844.593750 Penalty: 3860.479248
	Iteration 46Q: 3 clusters Score -327844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327853.718750 Penalty: 3860.479248
	Iteration 47Q: 3 clusters Score -327853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -327859.312500 Penalty: 3860.479248
	Iteration 48Q: 3 clusters Score -327859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -327861.437500 Penalty: 3860.479248
	Iteration 49Q: 3 clusters Score -327861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -327863.187500 Penalty: 3860.479248
	Iteration 50Q: 3 clusters Score -327863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327864.812500 Penalty: 3860.479248
	Iteration 51Q: 3 clusters Score -327864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -327865.531250 Penalty: 3860.479248
	Iteration 52Q: 3 clusters Score -327865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -327866.781250 Penalty: 3860.479248
	Iteration 53Q: 3 clusters Score -327866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -327867.625000 Penalty: 3860.479248
	Iteration 54Q: 3 clusters Score -327867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -327867.625000 Penalty: 3860.479248
	Iteration 55F: 3 clusters Score -327867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 138366 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 36162 members 
Mstep: Class 8 contains 44542 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 42174 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 32490 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 200690 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 116396 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 58053 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 1260 members 
Entering Unmasked Estep 
Score: -128958960.000000 Penalty: 102048.265625
Splitting cluster 4 changes total score from -128959816.000000 to -128958960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1457688.875000 Penalty: 2289.852295
	Iteration 0F: 2 clusters Score -1457689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1449836.250000 Penalty: 4579.704590
	Iteration 0F: 3 clusters Score -1449836 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1452050.750000 Penalty: 4579.704590
	Iteration 1F: 3 clusters Score -1452051 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1452354.375000 Penalty: 4579.704590
	Iteration 2F: 3 clusters Score -1452354 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1452634.250000 Penalty: 4579.704590
	Iteration 3F: 3 clusters Score -1452634 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1452902.000000 Penalty: 4579.704590
	Iteration 4Q: 3 clusters Score -1452902 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1453217.500000 Penalty: 4579.704590
	Iteration 5F: 3 clusters Score -1453218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1453576.125000 Penalty: 4579.704590
	Iteration 6F: 3 clusters Score -1453576 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1453933.625000 Penalty: 4579.704590
	Iteration 7F: 3 clusters Score -1453934 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1454304.875000 Penalty: 4579.704590
	Iteration 8Q: 3 clusters Score -1454305 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1454660.000000 Penalty: 4579.704590
	Iteration 9Q: 3 clusters Score -1454660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1454949.750000 Penalty: 4579.704590
	Iteration 10Q: 3 clusters Score -1454950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1455192.125000 Penalty: 4579.704590
	Iteration 11Q: 3 clusters Score -1455192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1455396.875000 Penalty: 4579.704590
	Iteration 12Q: 3 clusters Score -1455397 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1455507.875000 Penalty: 4579.704590
	Iteration 13Q: 3 clusters Score -1455508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1455567.625000 Penalty: 4579.704590
	Iteration 14Q: 3 clusters Score -1455568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1455599.625000 Penalty: 4579.704590
	Iteration 15Q: 3 clusters Score -1455600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1455615.750000 Penalty: 4579.704590
	Iteration 16Q: 3 clusters Score -1455616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1455624.875000 Penalty: 4579.704590
	Iteration 17Q: 3 clusters Score -1455625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1455635.250000 Penalty: 4579.704590
	Iteration 18Q: 3 clusters Score -1455635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1455639.750000 Penalty: 4579.704590
	Iteration 19Q: 3 clusters Score -1455640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1455643.250000 Penalty: 4579.704590
	Iteration 20F: 3 clusters Score -1455643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1455645.000000 Penalty: 4579.704590
	Iteration 21Q: 3 clusters Score -1455645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1455650.375000 Penalty: 4579.704590
	Iteration 22Q: 3 clusters Score -1455650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1455648.750000 Penalty: 4579.704590
	Iteration 23Q: 3 clusters Score -1455649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1455650.500000 Penalty: 4579.704590
	Iteration 24Q: 3 clusters Score -1455650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1455651.750000 Penalty: 4579.704590
	Iteration 25Q: 3 clusters Score -1455652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1455655.875000 Penalty: 4579.704590
	Iteration 26Q: 3 clusters Score -1455656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1455657.500000 Penalty: 4579.704590
	Iteration 27Q: 3 clusters Score -1455658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1455657.500000 Penalty: 4579.704590
	Iteration 28F: 3 clusters Score -1455658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Entering Unmasked Estep 
Score: -1762234.250000 Penalty: 2356.190674
	Iteration 0F: 2 clusters Score -1762234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1752424.375000 Penalty: 4712.381348
	Iteration 0F: 3 clusters Score -1752424 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1755595.750000 Penalty: 4712.381348
	Iteration 1F: 3 clusters Score -1755596 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1756063.000000 Penalty: 4712.381348
	Iteration 2F: 3 clusters Score -1756063 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1756467.375000 Penalty: 4712.381348
	Iteration 3F: 3 clusters Score -1756467 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1756827.125000 Penalty: 4712.381348
	Iteration 4Q: 3 clusters Score -1756827 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1757189.750000 Penalty: 4712.381348
	Iteration 5Q: 3 clusters Score -1757190 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1757551.125000 Penalty: 4712.381348
	Iteration 6Q: 3 clusters Score -1757551 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1757931.000000 Penalty: 4712.381348
	Iteration 7Q: 3 clusters Score -1757931 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1758300.500000 Penalty: 4712.381348
	Iteration 8Q: 3 clusters Score -1758300 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1758679.125000 Penalty: 4712.381348
	Iteration 9Q: 3 clusters Score -1758679 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1759012.375000 Penalty: 4712.381348
	Iteration 10Q: 3 clusters Score -1759012 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1759258.625000 Penalty: 4712.381348
	Iteration 11Q: 3 clusters Score -1759259 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1759468.500000 Penalty: 4712.381348
	Iteration 12Q: 3 clusters Score -1759468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1759636.375000 Penalty: 4712.381348
	Iteration 13Q: 3 clusters Score -1759636 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1759803.250000 Penalty: 4712.381348
	Iteration 14Q: 3 clusters Score -1759803 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1759959.750000 Penalty: 4712.381348
	Iteration 15Q: 3 clusters Score -1759960 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1760095.000000 Penalty: 4712.381348
	Iteration 16Q: 3 clusters Score -1760095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1760172.625000 Penalty: 4712.381348
	Iteration 17Q: 3 clusters Score -1760173 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1760228.625000 Penalty: 4712.381348
	Iteration 18Q: 3 clusters Score -1760229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1760273.375000 Penalty: 4712.381348
	Iteration 19Q: 3 clusters Score -1760273 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1760291.250000 Penalty: 4712.381348
	Iteration 20F: 3 clusters Score -1760291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1760306.875000 Penalty: 4712.381348
	Iteration 21Q: 3 clusters Score -1760307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1760318.875000 Penalty: 4712.381348
	Iteration 22Q: 3 clusters Score -1760319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1760329.375000 Penalty: 4712.381348
	Iteration 23Q: 3 clusters Score -1760329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1760336.125000 Penalty: 4712.381348
	Iteration 24Q: 3 clusters Score -1760336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1760340.000000 Penalty: 4712.381348
	Iteration 25Q: 3 clusters Score -1760340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1760352.875000 Penalty: 4712.381348
	Iteration 26Q: 3 clusters Score -1760353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1760361.875000 Penalty: 4712.381348
	Iteration 27Q: 3 clusters Score -1760362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1760363.375000 Penalty: 4712.381348
	Iteration 28Q: 3 clusters Score -1760363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1760371.375000 Penalty: 4712.381348
	Iteration 29Q: 3 clusters Score -1760371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1760371.500000 Penalty: 4712.381348
	Iteration 30Q: 3 clusters Score -1760372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1760375.875000 Penalty: 4712.381348
	Iteration 31Q: 3 clusters Score -1760376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1760379.000000 Penalty: 4712.381348
	Iteration 32Q: 3 clusters Score -1760379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1760384.000000 Penalty: 4712.381348
	Iteration 33Q: 3 clusters Score -1760384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1760389.500000 Penalty: 4712.381348
	Iteration 34Q: 3 clusters Score -1760390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1760389.125000 Penalty: 4712.381348
	Iteration 35Q: 3 clusters Score -1760389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1760395.875000 Penalty: 4712.381348
	Iteration 36Q: 3 clusters Score -1760396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1760397.875000 Penalty: 4712.381348
	Iteration 37Q: 3 clusters Score -1760398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1760396.000000 Penalty: 4712.381348
	Iteration 38Q: 3 clusters Score -1760396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1760397.750000 Penalty: 4712.381348
	Iteration 39Q: 3 clusters Score -1760398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1760406.000000 Penalty: 4712.381348
	Iteration 40F: 3 clusters Score -1760406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1760403.250000 Penalty: 4712.381348
	Iteration 41Q: 3 clusters Score -1760403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1760406.500000 Penalty: 4712.381348
	Iteration 42Q: 3 clusters Score -1760406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1760410.375000 Penalty: 4712.381348
	Iteration 43Q: 3 clusters Score -1760410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1760417.375000 Penalty: 4712.381348
	Iteration 44Q: 3 clusters Score -1760417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1760420.500000 Penalty: 4712.381348
	Iteration 45Q: 3 clusters Score -1760420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1760419.625000 Penalty: 4712.381348
	Iteration 46Q: 3 clusters Score -1760420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1760421.875000 Penalty: 4712.381348
	Iteration 47Q: 3 clusters Score -1760422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1760421.875000 Penalty: 4712.381348
	Iteration 48Q: 3 clusters Score -1760422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1760420.875000 Penalty: 4712.381348
	Iteration 49Q: 3 clusters Score -1760421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1760422.250000 Penalty: 4712.381348
	Iteration 50Q: 3 clusters Score -1760422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1760424.625000 Penalty: 4712.381348
	Iteration 51Q: 3 clusters Score -1760425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1760428.250000 Penalty: 4712.381348
	Iteration 52Q: 3 clusters Score -1760428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1760429.375000 Penalty: 4712.381348
	Iteration 53Q: 3 clusters Score -1760429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1760432.875000 Penalty: 4712.381348
	Iteration 54Q: 3 clusters Score -1760433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1760437.750000 Penalty: 4712.381348
	Iteration 55Q: 3 clusters Score -1760438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1760434.500000 Penalty: 4712.381348
	Iteration 56Q: 3 clusters Score -1760434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1760433.125000 Penalty: 4712.381348
	Iteration 57Q: 3 clusters Score -1760433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1760433.125000 Penalty: 4712.381348
	Iteration 58F: 3 clusters Score -1760433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Entering Unmasked Estep 
Score: -5366448.500000 Penalty: 2602.949463
	Iteration 0F: 2 clusters Score -5366448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5341816.500000 Penalty: 5205.898926
	Iteration 0F: 3 clusters Score -5341816 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5350721.500000 Penalty: 5205.898926
	Iteration 1F: 3 clusters Score -5350722 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5351254.500000 Penalty: 5205.898926
	Iteration 2Q: 3 clusters Score -5351254 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5351801.000000 Penalty: 5205.898926
	Iteration 3Q: 3 clusters Score -5351801 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5352579.500000 Penalty: 5205.898926
	Iteration 4Q: 3 clusters Score -5352580 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -5353735.000000 Penalty: 5205.898926
	Iteration 5F: 3 clusters Score -5353735 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5355575.000000 Penalty: 5205.898926
	Iteration 6F: 3 clusters Score -5355575 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5357969.500000 Penalty: 5205.898926
	Iteration 7F: 3 clusters Score -5357970 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5360529.500000 Penalty: 5205.898926
	Iteration 8F: 3 clusters Score -5360530 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5362462.000000 Penalty: 5205.898926
	Iteration 9F: 3 clusters Score -5362462 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5363415.500000 Penalty: 5205.898926
	Iteration 10Q: 3 clusters Score -5363416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5363829.000000 Penalty: 5205.898926
	Iteration 11Q: 3 clusters Score -5363829 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -5363983.500000 Penalty: 5205.898926
	Iteration 12Q: 3 clusters Score -5363984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5364064.500000 Penalty: 5205.898926
	Iteration 13Q: 3 clusters Score -5364064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -5364098.500000 Penalty: 5205.898926
	Iteration 14Q: 3 clusters Score -5364098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5364117.000000 Penalty: 5205.898926
	Iteration 15Q: 3 clusters Score -5364117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5364127.500000 Penalty: 5205.898926
	Iteration 16Q: 3 clusters Score -5364128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5364128.500000 Penalty: 5205.898926
	Iteration 17Q: 3 clusters Score -5364128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5364128.500000 Penalty: 5205.898926
	Iteration 18F: 3 clusters Score -5364128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Entering Unmasked Estep 
Score: -6547117.500000 Penalty: 2654.638428
	Iteration 0F: 2 clusters Score -6547118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6516992.500000 Penalty: 5309.276855
	Iteration 0F: 3 clusters Score -6516992 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6528346.000000 Penalty: 5309.276855
	Iteration 1F: 3 clusters Score -6528346 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6529111.000000 Penalty: 5309.276855
	Iteration 2Q: 3 clusters Score -6529111 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -6530198.500000 Penalty: 5309.276855
	Iteration 3F: 3 clusters Score -6530198 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6531964.500000 Penalty: 5309.276855
	Iteration 4F: 3 clusters Score -6531964 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6534492.000000 Penalty: 5309.276855
	Iteration 5F: 3 clusters Score -6534492 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -6537710.000000 Penalty: 5309.276855
	Iteration 6F: 3 clusters Score -6537710 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -6540753.000000 Penalty: 5309.276855
	Iteration 7F: 3 clusters Score -6540753 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -6542766.000000 Penalty: 5309.276855
	Iteration 8Q: 3 clusters Score -6542766 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -6543788.000000 Penalty: 5309.276855
	Iteration 9Q: 3 clusters Score -6543788 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -6544266.500000 Penalty: 5309.276855
	Iteration 10Q: 3 clusters Score -6544266 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6544524.500000 Penalty: 5309.276855
	Iteration 11Q: 3 clusters Score -6544524 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -6544700.000000 Penalty: 5309.276855
	Iteration 12Q: 3 clusters Score -6544700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6544785.500000 Penalty: 5309.276855
	Iteration 13Q: 3 clusters Score -6544786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -6544820.500000 Penalty: 5309.276855
	Iteration 14Q: 3 clusters Score -6544820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6544843.500000 Penalty: 5309.276855
	Iteration 15Q: 3 clusters Score -6544844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6544860.500000 Penalty: 5309.276855
	Iteration 16Q: 3 clusters Score -6544860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -6544875.500000 Penalty: 5309.276855
	Iteration 17Q: 3 clusters Score -6544876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -6544888.500000 Penalty: 5309.276855
	Iteration 18Q: 3 clusters Score -6544888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -6544901.500000 Penalty: 5309.276855
	Iteration 19Q: 3 clusters Score -6544902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6544912.500000 Penalty: 5309.276855
	Iteration 20F: 3 clusters Score -6544912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -6544920.500000 Penalty: 5309.276855
	Iteration 21Q: 3 clusters Score -6544920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6544926.500000 Penalty: 5309.276855
	Iteration 22Q: 3 clusters Score -6544926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6544927.500000 Penalty: 5309.276855
	Iteration 23Q: 3 clusters Score -6544928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6544932.000000 Penalty: 5309.276855
	Iteration 24Q: 3 clusters Score -6544932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6544945.500000 Penalty: 5309.276855
	Iteration 25Q: 3 clusters Score -6544946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -6544951.000000 Penalty: 5309.276855
	Iteration 26Q: 3 clusters Score -6544951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -6544950.000000 Penalty: 5309.276855
	Iteration 27Q: 3 clusters Score -6544950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -6544956.000000 Penalty: 5309.276855
	Iteration 28Q: 3 clusters Score -6544956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6544961.500000 Penalty: 5309.276855
	Iteration 29Q: 3 clusters Score -6544962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -6544959.500000 Penalty: 5309.276855
	Iteration 30Q: 3 clusters Score -6544960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6544959.000000 Penalty: 5309.276855
	Iteration 31Q: 3 clusters Score -6544959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6544962.500000 Penalty: 5309.276855
	Iteration 32Q: 3 clusters Score -6544962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6544962.500000 Penalty: 5309.276855
	Iteration 33F: 3 clusters Score -6544962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Entering Unmasked Estep 
Score: -5794518.500000 Penalty: 2630.893066
	Iteration 0F: 2 clusters Score -5794518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5767113.500000 Penalty: 5261.786133
	Iteration 0F: 3 clusters Score -5767114 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5777290.000000 Penalty: 5261.786133
	Iteration 1F: 3 clusters Score -5777290 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5777786.000000 Penalty: 5261.786133
	Iteration 2Q: 3 clusters Score -5777786 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5778325.500000 Penalty: 5261.786133
	Iteration 3Q: 3 clusters Score -5778326 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5778945.000000 Penalty: 5261.786133
	Iteration 4Q: 3 clusters Score -5778945 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5779787.000000 Penalty: 5261.786133
	Iteration 5Q: 3 clusters Score -5779787 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5781066.000000 Penalty: 5261.786133
	Iteration 6F: 3 clusters Score -5781066 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5782615.500000 Penalty: 5261.786133
	Iteration 7F: 3 clusters Score -5782616 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5784286.500000 Penalty: 5261.786133
	Iteration 8F: 3 clusters Score -5784286 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5786057.500000 Penalty: 5261.786133
	Iteration 9F: 3 clusters Score -5786058 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5787784.000000 Penalty: 5261.786133
	Iteration 10F: 3 clusters Score -5787784 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5789193.000000 Penalty: 5261.786133
	Iteration 11F: 3 clusters Score -5789193 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5790156.500000 Penalty: 5261.786133
	Iteration 12Q: 3 clusters Score -5790156 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5790764.000000 Penalty: 5261.786133
	Iteration 13Q: 3 clusters Score -5790764 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5791240.000000 Penalty: 5261.786133
	Iteration 14Q: 3 clusters Score -5791240 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5791609.500000 Penalty: 5261.786133
	Iteration 15Q: 3 clusters Score -5791610 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5791877.500000 Penalty: 5261.786133
	Iteration 16Q: 3 clusters Score -5791878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5792060.000000 Penalty: 5261.786133
	Iteration 17Q: 3 clusters Score -5792060 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5792190.000000 Penalty: 5261.786133
	Iteration 18Q: 3 clusters Score -5792190 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5792267.000000 Penalty: 5261.786133
	Iteration 19Q: 3 clusters Score -5792267 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5792336.500000 Penalty: 5261.786133
	Iteration 20F: 3 clusters Score -5792336 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5792344.000000 Penalty: 5261.786133
	Iteration 21Q: 3 clusters Score -5792344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5792364.500000 Penalty: 5261.786133
	Iteration 22Q: 3 clusters Score -5792364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -5792381.500000 Penalty: 5261.786133
	Iteration 23Q: 3 clusters Score -5792382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -5792388.000000 Penalty: 5261.786133
	Iteration 24Q: 3 clusters Score -5792388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -5792404.500000 Penalty: 5261.786133
	Iteration 25Q: 3 clusters Score -5792404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -5792416.000000 Penalty: 5261.786133
	Iteration 26Q: 3 clusters Score -5792416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5792412.000000 Penalty: 5261.786133
	Iteration 27Q: 3 clusters Score -5792412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5792420.500000 Penalty: 5261.786133
	Iteration 28Q: 3 clusters Score -5792420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5792415.000000 Penalty: 5261.786133
	Iteration 29Q: 3 clusters Score -5792415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -5792410.000000 Penalty: 5261.786133
	Iteration 30Q: 3 clusters Score -5792410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5792417.500000 Penalty: 5261.786133
	Iteration 31Q: 3 clusters Score -5792418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5792413.500000 Penalty: 5261.786133
	Iteration 32Q: 3 clusters Score -5792414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5792407.000000 Penalty: 5261.786133
	Iteration 33Q: 3 clusters Score -5792407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5792403.000000 Penalty: 5261.786133
	Iteration 34Q: 3 clusters Score -5792403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -5792412.500000 Penalty: 5261.786133
	Iteration 35Q: 3 clusters Score -5792412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5792410.000000 Penalty: 5261.786133
	Iteration 36Q: 3 clusters Score -5792410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5792411.000000 Penalty: 5261.786133
	Iteration 37Q: 3 clusters Score -5792411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5792410.500000 Penalty: 5261.786133
	Iteration 38Q: 3 clusters Score -5792410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5792413.000000 Penalty: 5261.786133
	Iteration 39Q: 3 clusters Score -5792413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -5792414.500000 Penalty: 5261.786133
	Iteration 40F: 3 clusters Score -5792414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5792415.500000 Penalty: 5261.786133
	Iteration 41Q: 3 clusters Score -5792416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5792419.500000 Penalty: 5261.786133
	Iteration 42Q: 3 clusters Score -5792420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5792412.500000 Penalty: 5261.786133
	Iteration 43Q: 3 clusters Score -5792412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5792416.500000 Penalty: 5261.786133
	Iteration 44Q: 3 clusters Score -5792416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5792416.500000 Penalty: 5261.786133
	Iteration 45F: 3 clusters Score -5792416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -934774.562500 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -934774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -929129.812500 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -929129.8 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -931038.375000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -931038.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -931785.187500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -931785.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -932416.437500 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -932416.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -932949.812500 Penalty: 4387.434082
	Iteration 4F: 3 clusters Score -932949.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -933324.437500 Penalty: 4387.434082
	Iteration 5F: 3 clusters Score -933324.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -933618.000000 Penalty: 4387.434082
	Iteration 6Q: 3 clusters Score -933618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -933818.687500 Penalty: 4387.434082
	Iteration 7Q: 3 clusters Score -933818.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -933977.312500 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -933977.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -934114.500000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -934114.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -934200.375000 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -934200.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -934276.562500 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -934276.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -934320.812500 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -934320.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -934341.500000 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -934341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -934347.875000 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -934347.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -934352.812500 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -934352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -934353.562500 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -934353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -934356.687500 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -934356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -934358.500000 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -934358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -934359.062500 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -934359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -934358.375000 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -934358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -934359.875000 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -934359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -934360.437500 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -934360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -934360.437500 Penalty: 4387.434082
	Iteration 23F: 3 clusters Score -934360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -378270.406250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -378270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -374936.062500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -374936.1 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -375693.343750 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -375693.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375945.531250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -375945.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -376154.187500 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -376154.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376285.406250 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -376285.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -376387.187500 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -376387.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -376472.343750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -376472.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -376529.500000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -376529.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376570.656250 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -376570.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -376612.875000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -376612.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -376646.062500 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -376646.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -376672.406250 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -376672.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -376694.812500 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -376694.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -376718.750000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -376718.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -376730.937500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -376730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -376736.406250 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -376736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -376740.812500 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -376740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -376742.656250 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -376742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -376744.343750 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -376744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376746.625000 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -376746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376748.281250 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -376748.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -376751.218750 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -376751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -376752.687500 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -376752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376754.125000 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -376754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -376757.468750 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -376757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376759.156250 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -376759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376761.500000 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -376761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376764.000000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -376764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376768.218750 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -376768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -376772.125000 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -376772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -376773.500000 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -376773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376774.625000 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -376774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376778.093750 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -376778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -376780.156250 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -376780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376782.937500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -376782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -376785.343750 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -376785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -376786.437500 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -376786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -376789.468750 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -376789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376791.156250 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -376791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376796.968750 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -376797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376800.093750 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -376800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -376801.500000 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -376801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -376803.562500 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -376803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -376805.406250 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -376805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376806.062500 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -376806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376807.281250 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -376807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376807.625000 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -376807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376807.625000 Penalty: 3999.435059
	Iteration 47F: 3 clusters Score -376807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Entering Unmasked Estep 
Score: -5843079.500000 Penalty: 2641.090576
	Iteration 0F: 2 clusters Score -5843080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5814506.500000 Penalty: 5282.181152
	Iteration 0F: 3 clusters Score -5814506 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5825757.500000 Penalty: 5282.181152
	Iteration 1F: 3 clusters Score -5825758 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5826977.500000 Penalty: 5282.181152
	Iteration 2F: 3 clusters Score -5826978 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5828392.500000 Penalty: 5282.181152
	Iteration 3F: 3 clusters Score -5828392 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5829912.500000 Penalty: 5282.181152
	Iteration 4F: 3 clusters Score -5829912 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5831401.000000 Penalty: 5282.181152
	Iteration 5F: 3 clusters Score -5831401 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5832717.500000 Penalty: 5282.181152
	Iteration 6F: 3 clusters Score -5832718 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5833751.500000 Penalty: 5282.181152
	Iteration 7Q: 3 clusters Score -5833752 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5834536.000000 Penalty: 5282.181152
	Iteration 8Q: 3 clusters Score -5834536 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5835122.000000 Penalty: 5282.181152
	Iteration 9Q: 3 clusters Score -5835122 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5835499.500000 Penalty: 5282.181152
	Iteration 10Q: 3 clusters Score -5835500 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5835822.000000 Penalty: 5282.181152
	Iteration 11Q: 3 clusters Score -5835822 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5836193.000000 Penalty: 5282.181152
	Iteration 12Q: 3 clusters Score -5836193 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5836559.500000 Penalty: 5282.181152
	Iteration 13Q: 3 clusters Score -5836560 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5836931.000000 Penalty: 5282.181152
	Iteration 14Q: 3 clusters Score -5836931 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5837260.500000 Penalty: 5282.181152
	Iteration 15Q: 3 clusters Score -5837260 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5837643.000000 Penalty: 5282.181152
	Iteration 16Q: 3 clusters Score -5837643 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -5838047.000000 Penalty: 5282.181152
	Iteration 17Q: 3 clusters Score -5838047 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5838464.500000 Penalty: 5282.181152
	Iteration 18Q: 3 clusters Score -5838464 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5838869.500000 Penalty: 5282.181152
	Iteration 19Q: 3 clusters Score -5838870 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5839222.000000 Penalty: 5282.181152
	Iteration 20F: 3 clusters Score -5839222 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5839607.500000 Penalty: 5282.181152
	Iteration 21Q: 3 clusters Score -5839608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5839879.000000 Penalty: 5282.181152
	Iteration 22Q: 3 clusters Score -5839879 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5840123.500000 Penalty: 5282.181152
	Iteration 23Q: 3 clusters Score -5840124 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5840328.000000 Penalty: 5282.181152
	Iteration 24Q: 3 clusters Score -5840328 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5840484.500000 Penalty: 5282.181152
	Iteration 25Q: 3 clusters Score -5840484 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5840604.500000 Penalty: 5282.181152
	Iteration 26Q: 3 clusters Score -5840604 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5840708.000000 Penalty: 5282.181152
	Iteration 27Q: 3 clusters Score -5840708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5840781.500000 Penalty: 5282.181152
	Iteration 28Q: 3 clusters Score -5840782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5840838.000000 Penalty: 5282.181152
	Iteration 29Q: 3 clusters Score -5840838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5840862.500000 Penalty: 5282.181152
	Iteration 30Q: 3 clusters Score -5840862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5840891.000000 Penalty: 5282.181152
	Iteration 31Q: 3 clusters Score -5840891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5840921.000000 Penalty: 5282.181152
	Iteration 32Q: 3 clusters Score -5840921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5840942.500000 Penalty: 5282.181152
	Iteration 33Q: 3 clusters Score -5840942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5840971.000000 Penalty: 5282.181152
	Iteration 34Q: 3 clusters Score -5840971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5840978.000000 Penalty: 5282.181152
	Iteration 35Q: 3 clusters Score -5840978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5840989.500000 Penalty: 5282.181152
	Iteration 36Q: 3 clusters Score -5840990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5840993.000000 Penalty: 5282.181152
	Iteration 37Q: 3 clusters Score -5840993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5840995.000000 Penalty: 5282.181152
	Iteration 38Q: 3 clusters Score -5840995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5841002.500000 Penalty: 5282.181152
	Iteration 39Q: 3 clusters Score -5841002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5841007.500000 Penalty: 5282.181152
	Iteration 40F: 3 clusters Score -5841008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5841018.000000 Penalty: 5282.181152
	Iteration 41Q: 3 clusters Score -5841018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5841012.000000 Penalty: 5282.181152
	Iteration 42Q: 3 clusters Score -5841012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5841021.500000 Penalty: 5282.181152
	Iteration 43Q: 3 clusters Score -5841022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5841025.500000 Penalty: 5282.181152
	Iteration 44Q: 3 clusters Score -5841026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5841030.500000 Penalty: 5282.181152
	Iteration 45Q: 3 clusters Score -5841030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5841041.500000 Penalty: 5282.181152
	Iteration 46Q: 3 clusters Score -5841042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5841046.000000 Penalty: 5282.181152
	Iteration 47Q: 3 clusters Score -5841046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5841052.000000 Penalty: 5282.181152
	Iteration 48Q: 3 clusters Score -5841052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5841052.000000 Penalty: 5282.181152
	Iteration 49Q: 3 clusters Score -5841052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5841065.500000 Penalty: 5282.181152
	Iteration 50Q: 3 clusters Score -5841066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5841071.000000 Penalty: 5282.181152
	Iteration 51Q: 3 clusters Score -5841071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5841078.000000 Penalty: 5282.181152
	Iteration 52Q: 3 clusters Score -5841078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5841088.000000 Penalty: 5282.181152
	Iteration 53Q: 3 clusters Score -5841088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5841094.500000 Penalty: 5282.181152
	Iteration 54Q: 3 clusters Score -5841094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5841101.500000 Penalty: 5282.181152
	Iteration 55Q: 3 clusters Score -5841102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5841102.500000 Penalty: 5282.181152
	Iteration 56Q: 3 clusters Score -5841102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5841111.000000 Penalty: 5282.181152
	Iteration 57Q: 3 clusters Score -5841111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5841107.000000 Penalty: 5282.181152
	Iteration 58Q: 3 clusters Score -5841107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5841108.500000 Penalty: 5282.181152
	Iteration 59Q: 3 clusters Score -5841108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5841112.000000 Penalty: 5282.181152
	Iteration 60F: 3 clusters Score -5841112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5841115.500000 Penalty: 5282.181152
	Iteration 61Q: 3 clusters Score -5841116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5841115.500000 Penalty: 5282.181152
	Iteration 62F: 3 clusters Score -5841116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -350976.781250 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -350976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -347955.593750 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -347955.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -348684.531250 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -348684.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349048.093750 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -349048.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -349298.937500 Penalty: 3915.766846
	Iteration 3F: 3 clusters Score -349298.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349472.656250 Penalty: 3915.766846
	Iteration 4F: 3 clusters Score -349472.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -349589.968750 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -349590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349666.187500 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -349666.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -349719.750000 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -349719.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -349762.406250 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -349762.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -349796.625000 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -349796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349823.031250 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -349823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -349848.000000 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -349848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349862.656250 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -349862.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349870.093750 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -349870.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -349883.312500 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -349883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -349890.656250 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -349890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349898.031250 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -349898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349903.125000 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -349903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -349908.031250 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -349908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -349914.843750 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -349914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -349925.812500 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -349925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -349930.468750 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -349930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -349934.156250 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -349934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -349936.687500 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -349936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -349939.843750 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -349939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349941.968750 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -349942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -349945.437500 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -349945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349946.781250 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -349946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349946.781250 Penalty: 3915.766846
	Iteration 28F: 3 clusters Score -349946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -571021.562500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -571021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -567135.750000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -567135.8 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -568036.062500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -568036.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -568228.687500 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -568228.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -568357.687500 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -568357.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -568452.937500 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -568452.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -568548.250000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -568548.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -568640.375000 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -568640.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -568725.812500 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -568725.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -568802.312500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -568802.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -568897.500000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -568897.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -569020.937500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -569020.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -569151.187500 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -569151.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -569273.187500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -569273.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -569377.250000 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -569377.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -569455.500000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -569455.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -569511.187500 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -569511.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -569555.187500 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -569555.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -569590.000000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -569590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -569616.687500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -569616.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -569642.250000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -569642.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -569662.500000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -569662.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -569686.625000 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -569686.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -569717.812500 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -569717.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -569747.937500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -569747.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -569778.500000 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -569778.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -569812.937500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -569812.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -569851.750000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -569851.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -569872.625000 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -569872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -569888.125000 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -569888.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -569905.937500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -569905.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -569926.062500 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -569926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -569938.062500 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -569938.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -569949.750000 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -569949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -569959.750000 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -569959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -569965.375000 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -569965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -569971.312500 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -569971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569978.000000 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -569978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -569983.000000 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -569983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -569993.750000 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -569993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -570023.375000 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -570023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -570060.312500 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -570060.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -570087.375000 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -570087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -570102.625000 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -570102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -570106.750000 Penalty: 4106.855957
	Iteration 43Q: 3 clusters Score -570106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -570109.125000 Penalty: 4106.855957
	Iteration 44Q: 3 clusters Score -570109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -570113.125000 Penalty: 4106.855957
	Iteration 45Q: 3 clusters Score -570113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -570116.812500 Penalty: 4106.855957
	Iteration 46Q: 3 clusters Score -570116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -570117.000000 Penalty: 4106.855957
	Iteration 47Q: 3 clusters Score -570117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -570117.000000 Penalty: 4106.855957
	Iteration 48F: 3 clusters Score -570117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -73835.609375 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -73835.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72402.164062 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -72402.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72714.406250 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -72714.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72840.531250 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -72840.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72942.976562 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -72942.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73003.921875 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73003.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73027.625000 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73027.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73037.015625 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73037.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73048.484375 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73048.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73060.601562 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73060.601562 Penalty: 3168.726318
	Iteration 9F: 3 clusters Score -73060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Entering Unmasked Estep 
Score: -5898986.000000 Penalty: 2635.350342
	Iteration 0F: 2 clusters Score -5898986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5871249.500000 Penalty: 5270.700684
	Iteration 0F: 3 clusters Score -5871250 nChanged 18655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5881340.500000 Penalty: 5270.700684
	Iteration 1F: 3 clusters Score -5881340 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5881804.000000 Penalty: 5270.700684
	Iteration 2Q: 3 clusters Score -5881804 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5882283.500000 Penalty: 5270.700684
	Iteration 3Q: 3 clusters Score -5882284 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5882784.500000 Penalty: 5270.700684
	Iteration 4Q: 3 clusters Score -5882784 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5883495.500000 Penalty: 5270.700684
	Iteration 5Q: 3 clusters Score -5883496 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5884500.000000 Penalty: 5270.700684
	Iteration 6Q: 3 clusters Score -5884500 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5885700.000000 Penalty: 5270.700684
	Iteration 7F: 3 clusters Score -5885700 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5887036.000000 Penalty: 5270.700684
	Iteration 8F: 3 clusters Score -5887036 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5888364.000000 Penalty: 5270.700684
	Iteration 9F: 3 clusters Score -5888364 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5889550.500000 Penalty: 5270.700684
	Iteration 10F: 3 clusters Score -5889550 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5890546.000000 Penalty: 5270.700684
	Iteration 11F: 3 clusters Score -5890546 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5891316.500000 Penalty: 5270.700684
	Iteration 12Q: 3 clusters Score -5891316 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5891842.000000 Penalty: 5270.700684
	Iteration 13Q: 3 clusters Score -5891842 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5892209.500000 Penalty: 5270.700684
	Iteration 14Q: 3 clusters Score -5892210 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5892485.000000 Penalty: 5270.700684
	Iteration 15Q: 3 clusters Score -5892485 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5892664.500000 Penalty: 5270.700684
	Iteration 16Q: 3 clusters Score -5892664 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -5892832.000000 Penalty: 5270.700684
	Iteration 17Q: 3 clusters Score -5892832 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5892986.000000 Penalty: 5270.700684
	Iteration 18Q: 3 clusters Score -5892986 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5893197.000000 Penalty: 5270.700684
	Iteration 19Q: 3 clusters Score -5893197 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -5893408.000000 Penalty: 5270.700684
	Iteration 20F: 3 clusters Score -5893408 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -5893669.000000 Penalty: 5270.700684
	Iteration 21Q: 3 clusters Score -5893669 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5893899.000000 Penalty: 5270.700684
	Iteration 22Q: 3 clusters Score -5893899 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5894228.500000 Penalty: 5270.700684
	Iteration 23Q: 3 clusters Score -5894228 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5894919.000000 Penalty: 5270.700684
	Iteration 24Q: 3 clusters Score -5894919 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5896453.000000 Penalty: 5270.700684
	Iteration 25Q: 3 clusters Score -5896453 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5897130.000000 Penalty: 5270.700684
	Iteration 26Q: 3 clusters Score -5897130 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5897291.000000 Penalty: 5270.700684
	Iteration 27Q: 3 clusters Score -5897291 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5897346.000000 Penalty: 5270.700684
	Iteration 28Q: 3 clusters Score -5897346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5897421.000000 Penalty: 5270.700684
	Iteration 29Q: 3 clusters Score -5897421 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5897454.000000 Penalty: 5270.700684
	Iteration 30Q: 3 clusters Score -5897454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5897487.500000 Penalty: 5270.700684
	Iteration 31Q: 3 clusters Score -5897488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5897503.500000 Penalty: 5270.700684
	Iteration 32Q: 3 clusters Score -5897504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5897518.000000 Penalty: 5270.700684
	Iteration 33Q: 3 clusters Score -5897518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5897560.000000 Penalty: 5270.700684
	Iteration 34Q: 3 clusters Score -5897560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5897574.000000 Penalty: 5270.700684
	Iteration 35Q: 3 clusters Score -5897574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5897589.000000 Penalty: 5270.700684
	Iteration 36Q: 3 clusters Score -5897589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5897578.000000 Penalty: 5270.700684
	Iteration 37Q: 3 clusters Score -5897578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5897579.500000 Penalty: 5270.700684
	Iteration 38Q: 3 clusters Score -5897580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5897588.000000 Penalty: 5270.700684
	Iteration 39Q: 3 clusters Score -5897588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5897585.500000 Penalty: 5270.700684
	Iteration 40F: 3 clusters Score -5897586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5897591.500000 Penalty: 5270.700684
	Iteration 41Q: 3 clusters Score -5897592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5897601.500000 Penalty: 5270.700684
	Iteration 42Q: 3 clusters Score -5897602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5897612.500000 Penalty: 5270.700684
	Iteration 43Q: 3 clusters Score -5897612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5897616.000000 Penalty: 5270.700684
	Iteration 44Q: 3 clusters Score -5897616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5897620.500000 Penalty: 5270.700684
	Iteration 45Q: 3 clusters Score -5897620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5897625.000000 Penalty: 5270.700684
	Iteration 46Q: 3 clusters Score -5897625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5897627.500000 Penalty: 5270.700684
	Iteration 47Q: 3 clusters Score -5897628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5897616.000000 Penalty: 5270.700684
	Iteration 48Q: 3 clusters Score -5897616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5897623.500000 Penalty: 5270.700684
	Iteration 49Q: 3 clusters Score -5897624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5897629.500000 Penalty: 5270.700684
	Iteration 50Q: 3 clusters Score -5897630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5897626.000000 Penalty: 5270.700684
	Iteration 51Q: 3 clusters Score -5897626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5897635.500000 Penalty: 5270.700684
	Iteration 52Q: 3 clusters Score -5897636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5897635.500000 Penalty: 5270.700684
	Iteration 53Q: 3 clusters Score -5897636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5897642.000000 Penalty: 5270.700684
	Iteration 54Q: 3 clusters Score -5897642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5897644.000000 Penalty: 5270.700684
	Iteration 55Q: 3 clusters Score -5897644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5897644.000000 Penalty: 5270.700684
	Iteration 56Q: 3 clusters Score -5897644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5897644.000000 Penalty: 5270.700684
	Iteration 57Q: 3 clusters Score -5897644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5897647.000000 Penalty: 5270.700684
	Iteration 58Q: 3 clusters Score -5897647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5897646.500000 Penalty: 5270.700684
	Iteration 59Q: 3 clusters Score -5897646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5897657.000000 Penalty: 5270.700684
	Iteration 60F: 3 clusters Score -5897657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5897655.000000 Penalty: 5270.700684
	Iteration 61Q: 3 clusters Score -5897655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5897655.000000 Penalty: 5270.700684
	Iteration 62Q: 3 clusters Score -5897655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5897657.000000 Penalty: 5270.700684
	Iteration 63Q: 3 clusters Score -5897657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5897655.000000 Penalty: 5270.700684
	Iteration 64Q: 3 clusters Score -5897655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5897657.000000 Penalty: 5270.700684
	Iteration 65Q: 3 clusters Score -5897657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5897653.000000 Penalty: 5270.700684
	Iteration 66Q: 3 clusters Score -5897653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5897653.000000 Penalty: 5270.700684
	Iteration 67F: 3 clusters Score -5897653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Entering Unmasked Estep 
Score: -4807843.500000 Penalty: 2576.394531
	Iteration 0F: 2 clusters Score -4807844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4785655.500000 Penalty: 5152.789062
	Iteration 0F: 3 clusters Score -4785656 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4793453.000000 Penalty: 5152.789062
	Iteration 1F: 3 clusters Score -4793453 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4793861.000000 Penalty: 5152.789062
	Iteration 2Q: 3 clusters Score -4793861 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4794169.500000 Penalty: 5152.789062
	Iteration 3Q: 3 clusters Score -4794170 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4794483.500000 Penalty: 5152.789062
	Iteration 4Q: 3 clusters Score -4794484 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4794817.500000 Penalty: 5152.789062
	Iteration 5Q: 3 clusters Score -4794818 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4795129.500000 Penalty: 5152.789062
	Iteration 6Q: 3 clusters Score -4795130 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4795497.000000 Penalty: 5152.789062
	Iteration 7Q: 3 clusters Score -4795497 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4796051.500000 Penalty: 5152.789062
	Iteration 8Q: 3 clusters Score -4796052 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4796798.500000 Penalty: 5152.789062
	Iteration 9Q: 3 clusters Score -4796798 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -4797929.000000 Penalty: 5152.789062
	Iteration 10F: 3 clusters Score -4797929 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4799499.500000 Penalty: 5152.789062
	Iteration 11F: 3 clusters Score -4799500 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4801294.000000 Penalty: 5152.789062
	Iteration 12F: 3 clusters Score -4801294 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4802893.500000 Penalty: 5152.789062
	Iteration 13F: 3 clusters Score -4802894 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4803975.500000 Penalty: 5152.789062
	Iteration 14Q: 3 clusters Score -4803976 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4804626.500000 Penalty: 5152.789062
	Iteration 15Q: 3 clusters Score -4804626 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4804965.000000 Penalty: 5152.789062
	Iteration 16Q: 3 clusters Score -4804965 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4805138.000000 Penalty: 5152.789062
	Iteration 17Q: 3 clusters Score -4805138 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4805268.500000 Penalty: 5152.789062
	Iteration 18Q: 3 clusters Score -4805268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4805362.000000 Penalty: 5152.789062
	Iteration 19Q: 3 clusters Score -4805362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4805438.500000 Penalty: 5152.789062
	Iteration 20F: 3 clusters Score -4805438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4805507.500000 Penalty: 5152.789062
	Iteration 21Q: 3 clusters Score -4805508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4805534.000000 Penalty: 5152.789062
	Iteration 22Q: 3 clusters Score -4805534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4805581.500000 Penalty: 5152.789062
	Iteration 23Q: 3 clusters Score -4805582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4805610.500000 Penalty: 5152.789062
	Iteration 24Q: 3 clusters Score -4805610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4805638.000000 Penalty: 5152.789062
	Iteration 25Q: 3 clusters Score -4805638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4805660.000000 Penalty: 5152.789062
	Iteration 26Q: 3 clusters Score -4805660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4805652.000000 Penalty: 5152.789062
	Iteration 27Q: 3 clusters Score -4805652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4805668.000000 Penalty: 5152.789062
	Iteration 28Q: 3 clusters Score -4805668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4805668.500000 Penalty: 5152.789062
	Iteration 29Q: 3 clusters Score -4805668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4805674.500000 Penalty: 5152.789062
	Iteration 30Q: 3 clusters Score -4805674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4805688.500000 Penalty: 5152.789062
	Iteration 31Q: 3 clusters Score -4805688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4805687.000000 Penalty: 5152.789062
	Iteration 32Q: 3 clusters Score -4805687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4805689.500000 Penalty: 5152.789062
	Iteration 33Q: 3 clusters Score -4805690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4805696.500000 Penalty: 5152.789062
	Iteration 34Q: 3 clusters Score -4805696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4805704.000000 Penalty: 5152.789062
	Iteration 35Q: 3 clusters Score -4805704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4805699.500000 Penalty: 5152.789062
	Iteration 36Q: 3 clusters Score -4805700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4805700.000000 Penalty: 5152.789062
	Iteration 37Q: 3 clusters Score -4805700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4805718.500000 Penalty: 5152.789062
	Iteration 38Q: 3 clusters Score -4805718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4805717.000000 Penalty: 5152.789062
	Iteration 39Q: 3 clusters Score -4805717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4805724.500000 Penalty: 5152.789062
	Iteration 40F: 3 clusters Score -4805724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4805726.500000 Penalty: 5152.789062
	Iteration 41Q: 3 clusters Score -4805726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4805732.500000 Penalty: 5152.789062
	Iteration 42Q: 3 clusters Score -4805732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4805734.000000 Penalty: 5152.789062
	Iteration 43Q: 3 clusters Score -4805734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4805731.000000 Penalty: 5152.789062
	Iteration 44Q: 3 clusters Score -4805731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4805735.000000 Penalty: 5152.789062
	Iteration 45Q: 3 clusters Score -4805735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4805732.000000 Penalty: 5152.789062
	Iteration 46Q: 3 clusters Score -4805732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4805741.000000 Penalty: 5152.789062
	Iteration 47Q: 3 clusters Score -4805741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4805747.000000 Penalty: 5152.789062
	Iteration 48Q: 3 clusters Score -4805747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4805752.500000 Penalty: 5152.789062
	Iteration 49Q: 3 clusters Score -4805752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4805756.000000 Penalty: 5152.789062
	Iteration 50Q: 3 clusters Score -4805756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4805753.500000 Penalty: 5152.789062
	Iteration 51Q: 3 clusters Score -4805754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4805760.500000 Penalty: 5152.789062
	Iteration 52Q: 3 clusters Score -4805760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4805762.000000 Penalty: 5152.789062
	Iteration 53Q: 3 clusters Score -4805762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4805763.000000 Penalty: 5152.789062
	Iteration 54Q: 3 clusters Score -4805763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4805763.500000 Penalty: 5152.789062
	Iteration 55Q: 3 clusters Score -4805764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4805763.500000 Penalty: 5152.789062
	Iteration 56F: 3 clusters Score -4805764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Entering Unmasked Estep 
Score: -1903619.750000 Penalty: 2356.338867
	Iteration 0F: 2 clusters Score -1903620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1893833.625000 Penalty: 4712.677734
	Iteration 0F: 3 clusters Score -1893834 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1896965.250000 Penalty: 4712.677734
	Iteration 1F: 3 clusters Score -1896965 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1897452.750000 Penalty: 4712.677734
	Iteration 2F: 3 clusters Score -1897453 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1897856.875000 Penalty: 4712.677734
	Iteration 3F: 3 clusters Score -1897857 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1898261.500000 Penalty: 4712.677734
	Iteration 4F: 3 clusters Score -1898262 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1898706.875000 Penalty: 4712.677734
	Iteration 5F: 3 clusters Score -1898707 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1899185.625000 Penalty: 4712.677734
	Iteration 6F: 3 clusters Score -1899186 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1899678.000000 Penalty: 4712.677734
	Iteration 7Q: 3 clusters Score -1899678 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1900214.500000 Penalty: 4712.677734
	Iteration 8Q: 3 clusters Score -1900214 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1900725.625000 Penalty: 4712.677734
	Iteration 9Q: 3 clusters Score -1900726 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1901175.750000 Penalty: 4712.677734
	Iteration 10Q: 3 clusters Score -1901176 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1901529.375000 Penalty: 4712.677734
	Iteration 11Q: 3 clusters Score -1901529 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1901771.000000 Penalty: 4712.677734
	Iteration 12Q: 3 clusters Score -1901771 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1901903.625000 Penalty: 4712.677734
	Iteration 13Q: 3 clusters Score -1901904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1901965.500000 Penalty: 4712.677734
	Iteration 14Q: 3 clusters Score -1901966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1902003.875000 Penalty: 4712.677734
	Iteration 15Q: 3 clusters Score -1902004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1902019.750000 Penalty: 4712.677734
	Iteration 16Q: 3 clusters Score -1902020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1902035.125000 Penalty: 4712.677734
	Iteration 17Q: 3 clusters Score -1902035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1902045.375000 Penalty: 4712.677734
	Iteration 18Q: 3 clusters Score -1902045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1902052.000000 Penalty: 4712.677734
	Iteration 19Q: 3 clusters Score -1902052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1902059.250000 Penalty: 4712.677734
	Iteration 20F: 3 clusters Score -1902059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1902059.750000 Penalty: 4712.677734
	Iteration 21Q: 3 clusters Score -1902060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1902064.625000 Penalty: 4712.677734
	Iteration 22Q: 3 clusters Score -1902065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1902068.500000 Penalty: 4712.677734
	Iteration 23Q: 3 clusters Score -1902068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1902071.875000 Penalty: 4712.677734
	Iteration 24Q: 3 clusters Score -1902072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1902071.000000 Penalty: 4712.677734
	Iteration 25Q: 3 clusters Score -1902071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1902071.750000 Penalty: 4712.677734
	Iteration 26Q: 3 clusters Score -1902072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1902074.000000 Penalty: 4712.677734
	Iteration 27Q: 3 clusters Score -1902074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1902075.625000 Penalty: 4712.677734
	Iteration 28Q: 3 clusters Score -1902076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1902075.125000 Penalty: 4712.677734
	Iteration 29Q: 3 clusters Score -1902075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1902078.000000 Penalty: 4712.677734
	Iteration 30Q: 3 clusters Score -1902078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1902081.500000 Penalty: 4712.677734
	Iteration 31Q: 3 clusters Score -1902082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1902084.750000 Penalty: 4712.677734
	Iteration 32Q: 3 clusters Score -1902085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1902085.000000 Penalty: 4712.677734
	Iteration 33Q: 3 clusters Score -1902085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1902087.625000 Penalty: 4712.677734
	Iteration 34Q: 3 clusters Score -1902088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1902087.625000 Penalty: 4712.677734
	Iteration 35F: 3 clusters Score -1902088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -843200.562500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -843200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -838172.625000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -838172.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -839339.812500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -839339.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -839587.250000 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -839587.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -839778.187500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -839778.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -839886.625000 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -839886.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -839961.562500 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -839961.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -840011.562500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -840011.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -840055.625000 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -840055.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -840096.500000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -840096.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -840134.812500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -840134.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -840168.687500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -840168.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -840200.250000 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -840200.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -840237.000000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -840237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -840270.500000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -840270.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -840307.312500 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -840307.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -840352.687500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -840352.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -840398.500000 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -840398.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -840453.062500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -840453.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -840520.750000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -840520.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -840593.937500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -840593.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -840666.750000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -840666.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -840731.437500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -840731.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -840787.000000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -840787 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -840856.375000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -840856.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -840934.125000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -840934.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -841007.625000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -841007.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -841074.937500 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -841074.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -841135.187500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -841135.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -841179.687500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -841179.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -841216.250000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -841216.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -841246.437500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -841246.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -841268.312500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -841268.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -841283.750000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -841283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -841296.187500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -841296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -841307.625000 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -841307.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -841320.437500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -841320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -841326.812500 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -841326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -841333.625000 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -841333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -841345.250000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -841345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -841354.750000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -841354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -841360.875000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -841360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -841365.250000 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -841365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -841367.000000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -841367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -841368.437500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -841368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -841369.875000 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -841369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -841371.625000 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -841371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -841375.000000 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -841375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -841378.437500 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -841378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -841377.000000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -841377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -841377.375000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -841377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -841377.000000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -841377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -841377.812500 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -841377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -841377.812500 Penalty: 4301.383301
	Iteration 52F: 3 clusters Score -841377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Entering Unmasked Estep 
Score: -29373320.000000 Penalty: 3027.960205
	Iteration 0F: 2 clusters Score -2.937332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -29247292.000000 Penalty: 6055.920410
	Iteration 0F: 3 clusters Score -2.924729e+07 nChanged 96481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -29303664.000000 Penalty: 6055.920410
	Iteration 1F: 3 clusters Score -2.930366e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -29305068.000000 Penalty: 6055.920410
	Iteration 2Q: 3 clusters Score -2.930507e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -29307174.000000 Penalty: 6055.920410
	Iteration 3Q: 3 clusters Score -2.930717e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -29310508.000000 Penalty: 6055.920410
	Iteration 4Q: 3 clusters Score -2.931051e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -29316388.000000 Penalty: 6055.920410
	Iteration 5Q: 3 clusters Score -2.931639e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -29325302.000000 Penalty: 6055.920410
	Iteration 6F: 3 clusters Score -2.93253e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -29335840.000000 Penalty: 6055.920410
	Iteration 7F: 3 clusters Score -2.933584e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -29345340.000000 Penalty: 6055.920410
	Iteration 8F: 3 clusters Score -2.934534e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -29351818.000000 Penalty: 6055.920410
	Iteration 9Q: 3 clusters Score -2.935182e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164524 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -29355902.000000 Penalty: 6055.920410
	Iteration 10Q: 3 clusters Score -2.93559e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168165 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -29358250.000000 Penalty: 6055.920410
	Iteration 11Q: 3 clusters Score -2.935825e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -29359904.000000 Penalty: 6055.920410
	Iteration 12Q: 3 clusters Score -2.93599e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174461 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -29361306.000000 Penalty: 6055.920410
	Iteration 13Q: 3 clusters Score -2.936131e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -29362864.000000 Penalty: 6055.920410
	Iteration 14Q: 3 clusters Score -2.936286e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -29364074.000000 Penalty: 6055.920410
	Iteration 15Q: 3 clusters Score -2.936407e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -29365220.000000 Penalty: 6055.920410
	Iteration 16Q: 3 clusters Score -2.936522e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184572 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -29365952.000000 Penalty: 6055.920410
	Iteration 17Q: 3 clusters Score -2.936595e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186436 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -29366534.000000 Penalty: 6055.920410
	Iteration 18Q: 3 clusters Score -2.936653e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -29367226.000000 Penalty: 6055.920410
	Iteration 19Q: 3 clusters Score -2.936723e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189597 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -29367992.000000 Penalty: 6055.920410
	Iteration 20F: 3 clusters Score -2.936799e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190877 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -29368634.000000 Penalty: 6055.920410
	Iteration 21Q: 3 clusters Score -2.936863e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192021 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -29369098.000000 Penalty: 6055.920410
	Iteration 22Q: 3 clusters Score -2.93691e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192993 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -29369434.000000 Penalty: 6055.920410
	Iteration 23Q: 3 clusters Score -2.936943e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -29369772.000000 Penalty: 6055.920410
	Iteration 24Q: 3 clusters Score -2.936977e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194552 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -29370048.000000 Penalty: 6055.920410
	Iteration 25Q: 3 clusters Score -2.937005e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195120 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -29370330.000000 Penalty: 6055.920410
	Iteration 26Q: 3 clusters Score -2.937033e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -29370506.000000 Penalty: 6055.920410
	Iteration 27Q: 3 clusters Score -2.937051e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196024 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -29370660.000000 Penalty: 6055.920410
	Iteration 28Q: 3 clusters Score -2.937066e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196377 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -29370690.000000 Penalty: 6055.920410
	Iteration 29Q: 3 clusters Score -2.937069e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196686 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -29370646.000000 Penalty: 6055.920410
	Iteration 30Q: 3 clusters Score -2.937065e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196920 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -29370694.000000 Penalty: 6055.920410
	Iteration 31Q: 3 clusters Score -2.937069e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197119 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -29370752.000000 Penalty: 6055.920410
	Iteration 32Q: 3 clusters Score -2.937075e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -29370782.000000 Penalty: 6055.920410
	Iteration 33Q: 3 clusters Score -2.937078e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197427 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -29370846.000000 Penalty: 6055.920410
	Iteration 34Q: 3 clusters Score -2.937085e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -29370842.000000 Penalty: 6055.920410
	Iteration 35Q: 3 clusters Score -2.937084e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -29370864.000000 Penalty: 6055.920410
	Iteration 36Q: 3 clusters Score -2.937086e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197765 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -29370830.000000 Penalty: 6055.920410
	Iteration 37Q: 3 clusters Score -2.937083e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -29370836.000000 Penalty: 6055.920410
	Iteration 38Q: 3 clusters Score -2.937084e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197913 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -29370820.000000 Penalty: 6055.920410
	Iteration 39Q: 3 clusters Score -2.937082e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197976 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -29370774.000000 Penalty: 6055.920410
	Iteration 40F: 3 clusters Score -2.937077e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198046 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -29370820.000000 Penalty: 6055.920410
	Iteration 41Q: 3 clusters Score -2.937082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198106 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -29370796.000000 Penalty: 6055.920410
	Iteration 42Q: 3 clusters Score -2.93708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -29370878.000000 Penalty: 6055.920410
	Iteration 43Q: 3 clusters Score -2.937088e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198216 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -29370888.000000 Penalty: 6055.920410
	Iteration 44Q: 3 clusters Score -2.937089e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198276 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -29370890.000000 Penalty: 6055.920410
	Iteration 45Q: 3 clusters Score -2.937089e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -29370932.000000 Penalty: 6055.920410
	Iteration 46Q: 3 clusters Score -2.937093e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198388 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -29370940.000000 Penalty: 6055.920410
	Iteration 47Q: 3 clusters Score -2.937094e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198434 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -29370956.000000 Penalty: 6055.920410
	Iteration 48Q: 3 clusters Score -2.937096e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198472 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -29370976.000000 Penalty: 6055.920410
	Iteration 49Q: 3 clusters Score -2.937098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198498 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -29370964.000000 Penalty: 6055.920410
	Iteration 50Q: 3 clusters Score -2.937096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198526 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -29370958.000000 Penalty: 6055.920410
	Iteration 51Q: 3 clusters Score -2.937096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198538 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -29370964.000000 Penalty: 6055.920410
	Iteration 52Q: 3 clusters Score -2.937096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198552 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -29370972.000000 Penalty: 6055.920410
	Iteration 53Q: 3 clusters Score -2.937097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198578 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -29370984.000000 Penalty: 6055.920410
	Iteration 54Q: 3 clusters Score -2.937098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198599 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -29370952.000000 Penalty: 6055.920410
	Iteration 55Q: 3 clusters Score -2.937095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198622 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -29370954.000000 Penalty: 6055.920410
	Iteration 56Q: 3 clusters Score -2.937095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198638 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -29370964.000000 Penalty: 6055.920410
	Iteration 57Q: 3 clusters Score -2.937096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198652 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -29370984.000000 Penalty: 6055.920410
	Iteration 58Q: 3 clusters Score -2.937098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198667 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -29371002.000000 Penalty: 6055.920410
	Iteration 59Q: 3 clusters Score -2.9371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -29371008.000000 Penalty: 6055.920410
	Iteration 60F: 3 clusters Score -2.937101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198700 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -29370994.000000 Penalty: 6055.920410
	Iteration 61Q: 3 clusters Score -2.937099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198717 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -29371020.000000 Penalty: 6055.920410
	Iteration 62Q: 3 clusters Score -2.937102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -29371004.000000 Penalty: 6055.920410
	Iteration 63Q: 3 clusters Score -2.9371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -29371050.000000 Penalty: 6055.920410
	Iteration 64Q: 3 clusters Score -2.937105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198774 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -29371066.000000 Penalty: 6055.920410
	Iteration 65Q: 3 clusters Score -2.937107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198798 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -29371042.000000 Penalty: 6055.920410
	Iteration 66Q: 3 clusters Score -2.937104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198826 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -29371032.000000 Penalty: 6055.920410
	Iteration 67Q: 3 clusters Score -2.937103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198845 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -29371020.000000 Penalty: 6055.920410
	Iteration 68Q: 3 clusters Score -2.937102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198867 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -29371010.000000 Penalty: 6055.920410
	Iteration 69Q: 3 clusters Score -2.937101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198883 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -29371002.000000 Penalty: 6055.920410
	Iteration 70Q: 3 clusters Score -2.9371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198893 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -29371016.000000 Penalty: 6055.920410
	Iteration 71Q: 3 clusters Score -2.937102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198909 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -29371012.000000 Penalty: 6055.920410
	Iteration 72Q: 3 clusters Score -2.937101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198925 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -29371066.000000 Penalty: 6055.920410
	Iteration 73Q: 3 clusters Score -2.937107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -29371030.000000 Penalty: 6055.920410
	Iteration 74Q: 3 clusters Score -2.937103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198963 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -29371060.000000 Penalty: 6055.920410
	Iteration 75Q: 3 clusters Score -2.937106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198980 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -29371056.000000 Penalty: 6055.920410
	Iteration 76Q: 3 clusters Score -2.937106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198988 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -29371046.000000 Penalty: 6055.920410
	Iteration 77Q: 3 clusters Score -2.937105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198994 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -29371040.000000 Penalty: 6055.920410
	Iteration 78Q: 3 clusters Score -2.937104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198999 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -29371048.000000 Penalty: 6055.920410
	Iteration 79Q: 3 clusters Score -2.937105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -29371040.000000 Penalty: 6055.920410
	Iteration 80F: 3 clusters Score -2.937104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199012 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -29371062.000000 Penalty: 6055.920410
	Iteration 81Q: 3 clusters Score -2.937106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199015 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -29371062.000000 Penalty: 6055.920410
	Iteration 82Q: 3 clusters Score -2.937106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199020 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -29371060.000000 Penalty: 6055.920410
	Iteration 83Q: 3 clusters Score -2.937106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199024 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -29371056.000000 Penalty: 6055.920410
	Iteration 84Q: 3 clusters Score -2.937106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199033 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -29371060.000000 Penalty: 6055.920410
	Iteration 85Q: 3 clusters Score -2.937106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199037 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -29371070.000000 Penalty: 6055.920410
	Iteration 86Q: 3 clusters Score -2.937107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199041 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -29371062.000000 Penalty: 6055.920410
	Iteration 87Q: 3 clusters Score -2.937106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199044 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -29371066.000000 Penalty: 6055.920410
	Iteration 88Q: 3 clusters Score -2.937107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199046 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -29371058.000000 Penalty: 6055.920410
	Iteration 89Q: 3 clusters Score -2.937106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199048 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -29371052.000000 Penalty: 6055.920410
	Iteration 90Q: 3 clusters Score -2.937105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199048 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -29371052.000000 Penalty: 6055.920410
	Iteration 91F: 3 clusters Score -2.937105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Entering Unmasked Estep 
Score: -2417811.250000 Penalty: 2405.164795
	Iteration 0F: 2 clusters Score -2417811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2406063.500000 Penalty: 4810.329590
	Iteration 0F: 3 clusters Score -2406064 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2409726.750000 Penalty: 4810.329590
	Iteration 1F: 3 clusters Score -2409727 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2410048.250000 Penalty: 4810.329590
	Iteration 2F: 3 clusters Score -2410048 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2410272.750000 Penalty: 4810.329590
	Iteration 3Q: 3 clusters Score -2410273 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2410456.500000 Penalty: 4810.329590
	Iteration 4Q: 3 clusters Score -2410456 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2410600.250000 Penalty: 4810.329590
	Iteration 5Q: 3 clusters Score -2410600 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2410719.000000 Penalty: 4810.329590
	Iteration 6Q: 3 clusters Score -2410719 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2410849.750000 Penalty: 4810.329590
	Iteration 7Q: 3 clusters Score -2410850 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2410993.000000 Penalty: 4810.329590
	Iteration 8Q: 3 clusters Score -2410993 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2411168.000000 Penalty: 4810.329590
	Iteration 9Q: 3 clusters Score -2411168 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2411423.250000 Penalty: 4810.329590
	Iteration 10Q: 3 clusters Score -2411423 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2411791.000000 Penalty: 4810.329590
	Iteration 11Q: 3 clusters Score -2411791 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2412354.000000 Penalty: 4810.329590
	Iteration 12F: 3 clusters Score -2412354 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2413039.750000 Penalty: 4810.329590
	Iteration 13F: 3 clusters Score -2413040 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2413812.750000 Penalty: 4810.329590
	Iteration 14F: 3 clusters Score -2413813 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2414517.250000 Penalty: 4810.329590
	Iteration 15Q: 3 clusters Score -2414517 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2415007.250000 Penalty: 4810.329590
	Iteration 16Q: 3 clusters Score -2415007 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2415335.500000 Penalty: 4810.329590
	Iteration 17Q: 3 clusters Score -2415336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2415519.750000 Penalty: 4810.329590
	Iteration 18Q: 3 clusters Score -2415520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2415616.250000 Penalty: 4810.329590
	Iteration 19Q: 3 clusters Score -2415616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2415660.500000 Penalty: 4810.329590
	Iteration 20F: 3 clusters Score -2415660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2415690.500000 Penalty: 4810.329590
	Iteration 21Q: 3 clusters Score -2415690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2415716.250000 Penalty: 4810.329590
	Iteration 22Q: 3 clusters Score -2415716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2415732.500000 Penalty: 4810.329590
	Iteration 23Q: 3 clusters Score -2415732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2415745.000000 Penalty: 4810.329590
	Iteration 24Q: 3 clusters Score -2415745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2415755.500000 Penalty: 4810.329590
	Iteration 25Q: 3 clusters Score -2415756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2415761.500000 Penalty: 4810.329590
	Iteration 26Q: 3 clusters Score -2415762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2415771.250000 Penalty: 4810.329590
	Iteration 27Q: 3 clusters Score -2415771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2415777.250000 Penalty: 4810.329590
	Iteration 28Q: 3 clusters Score -2415777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2415776.500000 Penalty: 4810.329590
	Iteration 29Q: 3 clusters Score -2415776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2415780.000000 Penalty: 4810.329590
	Iteration 30Q: 3 clusters Score -2415780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2415783.000000 Penalty: 4810.329590
	Iteration 31Q: 3 clusters Score -2415783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2415792.750000 Penalty: 4810.329590
	Iteration 32Q: 3 clusters Score -2415793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2415795.250000 Penalty: 4810.329590
	Iteration 33Q: 3 clusters Score -2415795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2415801.500000 Penalty: 4810.329590
	Iteration 34Q: 3 clusters Score -2415802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2415807.750000 Penalty: 4810.329590
	Iteration 35Q: 3 clusters Score -2415808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2415812.000000 Penalty: 4810.329590
	Iteration 36Q: 3 clusters Score -2415812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2415815.500000 Penalty: 4810.329590
	Iteration 37Q: 3 clusters Score -2415816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2415816.500000 Penalty: 4810.329590
	Iteration 38Q: 3 clusters Score -2415816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2415816.500000 Penalty: 4810.329590
	Iteration 39F: 3 clusters Score -2415816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Entering Unmasked Estep 
Score: -3532786.750000 Penalty: 2504.085938
	Iteration 0F: 2 clusters Score -3532787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3516012.750000 Penalty: 5008.171875
	Iteration 0F: 3 clusters Score -3516013 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3522013.250000 Penalty: 5008.171875
	Iteration 1F: 3 clusters Score -3522013 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3522566.000000 Penalty: 5008.171875
	Iteration 2F: 3 clusters Score -3522566 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3523152.000000 Penalty: 5008.171875
	Iteration 3F: 3 clusters Score -3523152 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3523780.250000 Penalty: 5008.171875
	Iteration 4F: 3 clusters Score -3523780 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3524481.250000 Penalty: 5008.171875
	Iteration 5F: 3 clusters Score -3524481 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3525266.500000 Penalty: 5008.171875
	Iteration 6F: 3 clusters Score -3525266 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3526085.500000 Penalty: 5008.171875
	Iteration 7F: 3 clusters Score -3526086 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3526906.000000 Penalty: 5008.171875
	Iteration 8F: 3 clusters Score -3526906 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3527746.500000 Penalty: 5008.171875
	Iteration 9Q: 3 clusters Score -3527746 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3528484.000000 Penalty: 5008.171875
	Iteration 10Q: 3 clusters Score -3528484 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3529075.000000 Penalty: 5008.171875
	Iteration 11Q: 3 clusters Score -3529075 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3529529.500000 Penalty: 5008.171875
	Iteration 12Q: 3 clusters Score -3529530 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3529861.000000 Penalty: 5008.171875
	Iteration 13Q: 3 clusters Score -3529861 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3530093.000000 Penalty: 5008.171875
	Iteration 14Q: 3 clusters Score -3530093 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3530243.000000 Penalty: 5008.171875
	Iteration 15Q: 3 clusters Score -3530243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3530359.500000 Penalty: 5008.171875
	Iteration 16Q: 3 clusters Score -3530360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3530428.000000 Penalty: 5008.171875
	Iteration 17Q: 3 clusters Score -3530428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3530480.750000 Penalty: 5008.171875
	Iteration 18Q: 3 clusters Score -3530481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3530528.000000 Penalty: 5008.171875
	Iteration 19Q: 3 clusters Score -3530528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3530544.500000 Penalty: 5008.171875
	Iteration 20F: 3 clusters Score -3530544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3530563.000000 Penalty: 5008.171875
	Iteration 21Q: 3 clusters Score -3530563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3530582.500000 Penalty: 5008.171875
	Iteration 22Q: 3 clusters Score -3530582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3530591.750000 Penalty: 5008.171875
	Iteration 23Q: 3 clusters Score -3530592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3530594.750000 Penalty: 5008.171875
	Iteration 24Q: 3 clusters Score -3530595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3530599.000000 Penalty: 5008.171875
	Iteration 25Q: 3 clusters Score -3530599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3530611.250000 Penalty: 5008.171875
	Iteration 26Q: 3 clusters Score -3530611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3530617.500000 Penalty: 5008.171875
	Iteration 27Q: 3 clusters Score -3530618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3530619.500000 Penalty: 5008.171875
	Iteration 28Q: 3 clusters Score -3530620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3530622.750000 Penalty: 5008.171875
	Iteration 29Q: 3 clusters Score -3530623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3530622.250000 Penalty: 5008.171875
	Iteration 30Q: 3 clusters Score -3530622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3530622.250000 Penalty: 5008.171875
	Iteration 31Q: 3 clusters Score -3530622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3530628.000000 Penalty: 5008.171875
	Iteration 32Q: 3 clusters Score -3530628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3530630.000000 Penalty: 5008.171875
	Iteration 33Q: 3 clusters Score -3530630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3530630.750000 Penalty: 5008.171875
	Iteration 34Q: 3 clusters Score -3530631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3530631.500000 Penalty: 5008.171875
	Iteration 35Q: 3 clusters Score -3530632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3530634.500000 Penalty: 5008.171875
	Iteration 36Q: 3 clusters Score -3530634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3530633.750000 Penalty: 5008.171875
	Iteration 37Q: 3 clusters Score -3530634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3530633.750000 Penalty: 5008.171875
	Iteration 38F: 3 clusters Score -3530634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -26019.388672 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -26019.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24941.964844 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24941.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25055.322266 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -25055.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25116.767578 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -25116.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25149.201172 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -25149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25154.162109 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -25154.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25154.162109 Penalty: 2789.512695
	Iteration 5F: 3 clusters Score -25154.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -108050.625000 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -108050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106344.671875 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -106344.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106629.843750 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -106629.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106783.937500 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -106783.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106903.437500 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -106903.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106987.765625 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -106987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107031.226562 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -107031.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107058.476562 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -107058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107078.437500 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -107078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107086.984375 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -107087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107096.039062 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -107096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107108.007812 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -107108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107126.242188 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -107126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107146.046875 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -107146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107166.429688 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -107166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107188.281250 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -107188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107203.531250 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -107203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107213.617188 Penalty: 3309.328369
	Iteration 16Q: 3 clusters Score -107213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107235.007812 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -107235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107251.226562 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -107251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107277.734375 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -107277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107330.289062 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -107330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107357.343750 Penalty: 3309.328369
	Iteration 21Q: 3 clusters Score -107357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107372.281250 Penalty: 3309.328369
	Iteration 22Q: 3 clusters Score -107372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107374.882812 Penalty: 3309.328369
	Iteration 23Q: 3 clusters Score -107374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107374.882812 Penalty: 3309.328369
	Iteration 24F: 3 clusters Score -107374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -41101.839844 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -41101.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39821.398438 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -39821.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40158.507812 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -40158.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40358.765625 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -40358.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40434.175781 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -40434.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40456.351562 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -40456.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40484.167969 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -40484.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40498.632812 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -40498.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40506.714844 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -40506.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40541.324219 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -40541.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40568.746094 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -40568.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40605.738281 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -40605.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40626.281250 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -40626.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40626.281250 Penalty: 2926.349121
	Iteration 12F: 3 clusters Score -40626.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116396 members 
Entering Unmasked Estep 
Score: -17092294.000000 Penalty: 2892.858887
	Iteration 0F: 2 clusters Score -1.709229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -17016558.000000 Penalty: 5785.717773
	Iteration 0F: 3 clusters Score -1.701656e+07 nChanged 55319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -17048534.000000 Penalty: 5785.717773
	Iteration 1F: 3 clusters Score -1.704853e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -17049718.000000 Penalty: 5785.717773
	Iteration 2Q: 3 clusters Score -1.704972e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -17051456.000000 Penalty: 5785.717773
	Iteration 3Q: 3 clusters Score -1.705146e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -17053944.000000 Penalty: 5785.717773
	Iteration 4Q: 3 clusters Score -1.705394e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -17058236.000000 Penalty: 5785.717773
	Iteration 5F: 3 clusters Score -1.705824e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -17064610.000000 Penalty: 5785.717773
	Iteration 6F: 3 clusters Score -1.706461e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -17072606.000000 Penalty: 5785.717773
	Iteration 7F: 3 clusters Score -1.707261e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -17080250.000000 Penalty: 5785.717773
	Iteration 8F: 3 clusters Score -1.708025e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -17085890.000000 Penalty: 5785.717773
	Iteration 9F: 3 clusters Score -1.708589e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17088464.000000 Penalty: 5785.717773
	Iteration 10Q: 3 clusters Score -1.708846e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -17089282.000000 Penalty: 5785.717773
	Iteration 11Q: 3 clusters Score -1.708928e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17089538.000000 Penalty: 5785.717773
	Iteration 12Q: 3 clusters Score -1.708954e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17089636.000000 Penalty: 5785.717773
	Iteration 13Q: 3 clusters Score -1.708964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17089676.000000 Penalty: 5785.717773
	Iteration 14Q: 3 clusters Score -1.708968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17089700.000000 Penalty: 5785.717773
	Iteration 15Q: 3 clusters Score -1.70897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17089716.000000 Penalty: 5785.717773
	Iteration 16Q: 3 clusters Score -1.708972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17089718.000000 Penalty: 5785.717773
	Iteration 17Q: 3 clusters Score -1.708972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17089736.000000 Penalty: 5785.717773
	Iteration 18Q: 3 clusters Score -1.708974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17089740.000000 Penalty: 5785.717773
	Iteration 19Q: 3 clusters Score -1.708974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17089748.000000 Penalty: 5785.717773
	Iteration 20F: 3 clusters Score -1.708975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17089750.000000 Penalty: 5785.717773
	Iteration 21Q: 3 clusters Score -1.708975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17089756.000000 Penalty: 5785.717773
	Iteration 22Q: 3 clusters Score -1.708976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17089762.000000 Penalty: 5785.717773
	Iteration 23Q: 3 clusters Score -1.708976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17089772.000000 Penalty: 5785.717773
	Iteration 24Q: 3 clusters Score -1.708977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17089772.000000 Penalty: 5785.717773
	Iteration 25Q: 3 clusters Score -1.708977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17089766.000000 Penalty: 5785.717773
	Iteration 26Q: 3 clusters Score -1.708977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17089768.000000 Penalty: 5785.717773
	Iteration 27Q: 3 clusters Score -1.708977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17089768.000000 Penalty: 5785.717773
	Iteration 28F: 3 clusters Score -1.708977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -84635.085938 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -84635.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83054.398438 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -83054.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83384.132812 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -83384.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83573.093750 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -83573.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83701.515625 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -83701.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83803.492188 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -83803.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83856.921875 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -83856.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83940.773438 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -83940.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84006.914062 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -84006.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84043.203125 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -84043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84064.507812 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -84064.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84076.351562 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -84076.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84092.750000 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -84092.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84103.945312 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -84103.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84115.031250 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -84115.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84119.476562 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -84119.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84119.476562 Penalty: 3222.400391
	Iteration 15F: 3 clusters Score -84119.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Entering Unmasked Estep 
Score: -8600212.000000 Penalty: 2720.339600
	Iteration 0F: 2 clusters Score -8600212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -8561120.000000 Penalty: 5440.679199
	Iteration 0F: 3 clusters Score -8561120 nChanged 27039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -8575975.000000 Penalty: 5440.679199
	Iteration 1F: 3 clusters Score -8575975 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8576693.000000 Penalty: 5440.679199
	Iteration 2Q: 3 clusters Score -8576693 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8577474.000000 Penalty: 5440.679199
	Iteration 3Q: 3 clusters Score -8577474 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -8578586.000000 Penalty: 5440.679199
	Iteration 4Q: 3 clusters Score -8578586 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -8580400.000000 Penalty: 5440.679199
	Iteration 5F: 3 clusters Score -8580400 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8583187.000000 Penalty: 5440.679199
	Iteration 6F: 3 clusters Score -8583187 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8586870.000000 Penalty: 5440.679199
	Iteration 7F: 3 clusters Score -8586870 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -8590802.000000 Penalty: 5440.679199
	Iteration 8F: 3 clusters Score -8590802 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -8594025.000000 Penalty: 5440.679199
	Iteration 9F: 3 clusters Score -8594025 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -8595961.000000 Penalty: 5440.679199
	Iteration 10Q: 3 clusters Score -8595961 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -8596865.000000 Penalty: 5440.679199
	Iteration 11Q: 3 clusters Score -8596865 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -8597360.000000 Penalty: 5440.679199
	Iteration 12Q: 3 clusters Score -8597360 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -8597606.000000 Penalty: 5440.679199
	Iteration 13Q: 3 clusters Score -8597606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -8597711.000000 Penalty: 5440.679199
	Iteration 14Q: 3 clusters Score -8597711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -8597770.000000 Penalty: 5440.679199
	Iteration 15Q: 3 clusters Score -8597770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -8597798.000000 Penalty: 5440.679199
	Iteration 16Q: 3 clusters Score -8597798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -8597835.000000 Penalty: 5440.679199
	Iteration 17Q: 3 clusters Score -8597835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -8597855.000000 Penalty: 5440.679199
	Iteration 18Q: 3 clusters Score -8597855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -8597880.000000 Penalty: 5440.679199
	Iteration 19Q: 3 clusters Score -8597880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -8597897.000000 Penalty: 5440.679199
	Iteration 20F: 3 clusters Score -8597897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -8597911.000000 Penalty: 5440.679199
	Iteration 21Q: 3 clusters Score -8597911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -8597915.000000 Penalty: 5440.679199
	Iteration 22Q: 3 clusters Score -8597915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -8597916.000000 Penalty: 5440.679199
	Iteration 23Q: 3 clusters Score -8597916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -8597916.000000 Penalty: 5440.679199
	Iteration 24Q: 3 clusters Score -8597916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -8597921.000000 Penalty: 5440.679199
	Iteration 25Q: 3 clusters Score -8597921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -8597918.000000 Penalty: 5440.679199
	Iteration 26Q: 3 clusters Score -8597918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -8597919.000000 Penalty: 5440.679199
	Iteration 27Q: 3 clusters Score -8597919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -8597920.000000 Penalty: 5440.679199
	Iteration 28Q: 3 clusters Score -8597920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -8597926.000000 Penalty: 5440.679199
	Iteration 29Q: 3 clusters Score -8597926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -8597926.000000 Penalty: 5440.679199
	Iteration 30F: 3 clusters Score -8597926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -73640.914062 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -73640.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72091.343750 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -72091.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72306.343750 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -72306.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72395.476562 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -72395.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72451.632812 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -72451.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72513.226562 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -72513.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72557.406250 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -72557.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72618.742188 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -72618.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72647.375000 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -72647.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72654.007812 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -72654.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72658.632812 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -72658.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72662.351562 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -72662.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72662.351562 Penalty: 3143.065674
	Iteration 11F: 3 clusters Score -72662.35 nChanged 0
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -387300480.000000 Penalty: 106547.875000
22->30 Clusters: Score -387300480.000000, best is -387517600.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 41394 members 
Mstep: Class 3 contains 41267 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 40740 members 
Mstep: Class 6 contains 41328 members 
Mstep: Class 7 contains 40860 members 
Mstep: Class 8 contains 41074 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 41609 members 
Mstep: Class 11 contains 41013 members 
Mstep: Class 12 contains 41107 members 
Mstep: Class 13 contains 41331 members 
Mstep: Class 14 contains 41484 members 
Mstep: Class 15 contains 41092 members 
Mstep: Class 16 contains 41379 members 
Mstep: Class 17 contains 41139 members 
Mstep: Class 18 contains 41142 members 
Mstep: Class 19 contains 41010 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 40715 members 
Mstep: Class 22 contains 41111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 382.280304 but Gain 3401.601562
Score: -123523576.000000 Penalty: 71433.789062
Iteration 0F: 22 clusters Score -1.235236e+08 nChanged 862188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2315 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 43219 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 280168 members 
Mstep: Class 5 contains 23344 members 
Mstep: Class 6 contains 13337 members 
Mstep: Class 7 contains 40368 members 
Mstep: Class 8 contains 24281 members 
Mstep: Class 9 contains 15739 members 
Mstep: Class 10 contains 76248 members 
Mstep: Class 11 contains 95348 members 
Mstep: Class 13 contains 9057 members 
Mstep: Class 14 contains 30638 members 
Mstep: Class 15 contains 24190 members 
Mstep: Class 16 contains 15185 members 
Mstep: Class 17 contains 75582 members 
Mstep: Class 18 contains 22000 members 
Mstep: Class 19 contains 50455 members 
Mstep: Class 20 contains 8183 members 
Mstep: Class 21 contains 19754 members 
Mstep: Class 22 contains 15546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127001696.000000 Penalty: 71433.789062
Iteration 1F: 22 clusters Score -1.270017e+08 nChanged 354681
Entering Unmasked Mstep 
Mstep: Class 0 contains 2190 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 36808 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 302896 members 
Mstep: Class 5 contains 16348 members 
Mstep: Class 6 contains 10855 members 
Mstep: Class 7 contains 36699 members 
Mstep: Class 8 contains 15630 members 
Mstep: Class 9 contains 15955 members 
Mstep: Class 10 contains 86330 members 
Mstep: Class 11 contains 152766 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 23629 members 
Mstep: Class 15 contains 22542 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 56212 members 
Mstep: Class 18 contains 12114 members 
Mstep: Class 19 contains 34524 members 
Mstep: Class 20 contains 4098 members 
Mstep: Class 21 contains 31130 members 
Mstep: Class 22 contains 22930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1773.039062 but Gain 3401.609375
Score: -127699352.000000 Penalty: 68032.179688
Iteration 2F: 21 clusters Score -1.276994e+08 nChanged 218689
Entering Unmasked Mstep 
Mstep: Class 0 contains 2033 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 34362 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 252999 members 
Mstep: Class 5 contains 16757 members 
Mstep: Class 6 contains 12311 members 
Mstep: Class 7 contains 51006 members 
Mstep: Class 8 contains 13856 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 97568 members 
Mstep: Class 11 contains 204943 members 
Mstep: Class 13 contains 8352 members 
Mstep: Class 14 contains 20158 members 
Mstep: Class 15 contains 27048 members 
Mstep: Class 17 contains 46528 members 
Mstep: Class 18 contains 9328 members 
Mstep: Class 19 contains 30747 members 
Mstep: Class 20 contains 2969 members 
Mstep: Class 21 contains 35698 members 
Mstep: Class 22 contains 23997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128034560.000000 Penalty: 68032.179688
Iteration 3F: 21 clusters Score -1.280346e+08 nChanged 157552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1828 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33866 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 233956 members 
Mstep: Class 5 contains 22256 members 
Mstep: Class 6 contains 12363 members 
Mstep: Class 7 contains 58702 members 
Mstep: Class 8 contains 14948 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 110112 members 
Mstep: Class 11 contains 210352 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 18132 members 
Mstep: Class 15 contains 31393 members 
Mstep: Class 17 contains 41254 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 30258 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 34763 members 
Mstep: Class 22 contains 22850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128251824.000000 Penalty: 68032.179688
Iteration 4F: 21 clusters Score -1.282518e+08 nChanged 128853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1079 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35364 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 235202 members 
Mstep: Class 5 contains 30249 members 
Mstep: Class 6 contains 11199 members 
Mstep: Class 7 contains 60557 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 129281 members 
Mstep: Class 11 contains 187758 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 16795 members 
Mstep: Class 15 contains 36271 members 
Mstep: Class 17 contains 38272 members 
Mstep: Class 18 contains 7775 members 
Mstep: Class 19 contains 29920 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 30053 members 
Mstep: Class 22 contains 20564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128506480.000000 Penalty: 68032.179688
Iteration 5F: 21 clusters Score -1.285065e+08 nChanged 106681
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36501 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 224853 members 
Mstep: Class 5 contains 36638 members 
Mstep: Class 6 contains 9919 members 
Mstep: Class 7 contains 60448 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 153115 members 
Mstep: Class 11 contains 176014 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 39345 members 
Mstep: Class 17 contains 35096 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 29449 members 
Mstep: Class 20 contains 5185 members 
Mstep: Class 21 contains 25286 members 
Mstep: Class 22 contains 18087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128623960.000000 Penalty: 68032.179688
Iteration 6F: 21 clusters Score -1.28624e+08 nChanged 90165
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37428 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 216499 members 
Mstep: Class 5 contains 40968 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 59144 members 
Mstep: Class 8 contains 22511 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 179663 members 
Mstep: Class 11 contains 162229 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 40877 members 
Mstep: Class 17 contains 31145 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 19 contains 29688 members 
Mstep: Class 20 contains 5445 members 
Mstep: Class 21 contains 21324 members 
Mstep: Class 22 contains 16048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128693520.000000 Penalty: 68032.179688
Iteration 7F: 21 clusters Score -1.286935e+08 nChanged 75261
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 38174 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 208487 members 
Mstep: Class 5 contains 43761 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 57151 members 
Mstep: Class 8 contains 24597 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 206156 members 
Mstep: Class 11 contains 149460 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 41640 members 
Mstep: Class 17 contains 27192 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 19 contains 30259 members 
Mstep: Class 20 contains 5521 members 
Mstep: Class 21 contains 18203 members 
Mstep: Class 22 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128746728.000000 Penalty: 68032.179688
Iteration 8F: 21 clusters Score -1.287467e+08 nChanged 68147
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38763 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 195629 members 
Mstep: Class 5 contains 46077 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 54930 members 
Mstep: Class 8 contains 25981 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 238980 members 
Mstep: Class 11 contains 134478 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 42222 members 
Mstep: Class 17 contains 24111 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 19 contains 30769 members 
Mstep: Class 20 contains 5480 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128746176.000000 Penalty: 68032.179688
Iteration 9F: 21 clusters Score -1.287462e+08 nChanged 69269
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 39221 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 180676 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 55181 members 
Mstep: Class 8 contains 26850 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 267964 members 
Mstep: Class 11 contains 121203 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 42455 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 31288 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128705536.000000 Penalty: 68032.179688
Iteration 10F: 21 clusters Score -1.287055e+08 nChanged 54098
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39472 members 
Mstep: Class 3 contains 2879 members 
Mstep: Class 4 contains 176912 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 58634 members 
Mstep: Class 8 contains 27666 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 269886 members 
Mstep: Class 11 contains 119560 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 16214 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 17 contains 21050 members 
Mstep: Class 18 contains 5917 members 
Mstep: Class 19 contains 31687 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 12494 members 
Mstep: Class 22 contains 11533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128712760.000000 Penalty: 68032.179688
Iteration 11F: 21 clusters Score -1.287128e+08 nChanged 38230
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39611 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 179527 members 
Mstep: Class 5 contains 52209 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 61640 members 
Mstep: Class 8 contains 28522 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 263488 members 
Mstep: Class 11 contains 120604 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16593 members 
Mstep: Class 15 contains 42343 members 
Mstep: Class 17 contains 20015 members 
Mstep: Class 18 contains 5831 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 11415 members 
Mstep: Class 22 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128730976.000000 Penalty: 68032.179688
Iteration 12Q: 21 clusters Score -1.28731e+08 nChanged 29696
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39701 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 183994 members 
Mstep: Class 5 contains 53092 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 63698 members 
Mstep: Class 8 contains 29454 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 256496 members 
Mstep: Class 11 contains 121590 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 16930 members 
Mstep: Class 15 contains 42020 members 
Mstep: Class 17 contains 19097 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 31886 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 10670 members 
Mstep: Class 22 contains 10638 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.287499e+08 nChanged 25309
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 39737 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 189201 members 
Mstep: Class 5 contains 53445 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 30513 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 250148 members 
Mstep: Class 11 contains 122184 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 17338 members 
Mstep: Class 15 contains 41581 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 31734 members 
Mstep: Class 20 contains 5477 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 21 clusters Score -1.287661e+08 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39760 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 194380 members 
Mstep: Class 5 contains 53579 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 65265 members 
Mstep: Class 8 contains 31658 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 244848 members 
Mstep: Class 11 contains 122178 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 41088 members 
Mstep: Class 17 contains 17566 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 31415 members 
Mstep: Class 20 contains 5520 members 
Mstep: Class 21 contains 9728 members 
Mstep: Class 22 contains 10271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 21 clusters Score -1.287777e+08 nChanged 19653
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39761 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 198125 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 65166 members 
Mstep: Class 8 contains 32837 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 241196 members 
Mstep: Class 11 contains 122045 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 40612 members 
Mstep: Class 17 contains 17123 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 31021 members 
Mstep: Class 20 contains 5553 members 
Mstep: Class 21 contains 9434 members 
Mstep: Class 22 contains 10200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128786008.000000 Penalty: 68032.179688
Iteration 16Q: 21 clusters Score -1.28786e+08 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39759 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 200330 members 
Mstep: Class 5 contains 53599 members 
Mstep: Class 6 contains 5190 members 
Mstep: Class 7 contains 64814 members 
Mstep: Class 8 contains 34051 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 238714 members 
Mstep: Class 11 contains 122118 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 19381 members 
Mstep: Class 15 contains 40194 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 5803 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 5517 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 10145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128792136.000000 Penalty: 68032.179688
Iteration 17Q: 21 clusters Score -1.287921e+08 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39785 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 201791 members 
Mstep: Class 5 contains 53583 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 64322 members 
Mstep: Class 8 contains 35223 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 236641 members 
Mstep: Class 11 contains 122305 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 20278 members 
Mstep: Class 15 contains 39873 members 
Mstep: Class 17 contains 16723 members 
Mstep: Class 18 contains 5802 members 
Mstep: Class 19 contains 30287 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 9054 members 
Mstep: Class 22 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128796096.000000 Penalty: 68032.179688
Iteration 18Q: 21 clusters Score -1.287961e+08 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 39826 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 202838 members 
Mstep: Class 5 contains 53558 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 63819 members 
Mstep: Class 8 contains 36356 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 234610 members 
Mstep: Class 11 contains 122631 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 21247 members 
Mstep: Class 15 contains 39642 members 
Mstep: Class 17 contains 16645 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 29914 members 
Mstep: Class 20 contains 5392 members 
Mstep: Class 21 contains 8957 members 
Mstep: Class 22 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128801056.000000 Penalty: 68032.179688
Iteration 19Q: 21 clusters Score -1.288011e+08 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 39864 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 203457 members 
Mstep: Class 5 contains 53534 members 
Mstep: Class 6 contains 5104 members 
Mstep: Class 7 contains 63225 members 
Mstep: Class 8 contains 37379 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 232792 members 
Mstep: Class 11 contains 123054 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 22313 members 
Mstep: Class 15 contains 39449 members 
Mstep: Class 17 contains 16627 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 29538 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 10029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128808000.000000 Penalty: 68032.179688
Iteration 20F: 21 clusters Score -1.28808e+08 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 39907 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 203977 members 
Mstep: Class 5 contains 53552 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 62616 members 
Mstep: Class 8 contains 38259 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 231025 members 
Mstep: Class 11 contains 123497 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 23460 members 
Mstep: Class 15 contains 39277 members 
Mstep: Class 17 contains 16608 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 29200 members 
Mstep: Class 20 contains 5259 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 9986 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.28815e+08 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39932 members 
Mstep: Class 3 contains 2830 members 
Mstep: Class 4 contains 204409 members 
Mstep: Class 5 contains 53493 members 
Mstep: Class 6 contains 5088 members 
Mstep: Class 7 contains 62019 members 
Mstep: Class 8 contains 38985 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 229378 members 
Mstep: Class 11 contains 123908 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 24724 members 
Mstep: Class 15 contains 39124 members 
Mstep: Class 17 contains 16565 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 28866 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 10009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128819584.000000 Penalty: 68032.179688
Iteration 22Q: 21 clusters Score -1.288196e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39935 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 204797 members 
Mstep: Class 5 contains 53435 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 61309 members 
Mstep: Class 8 contains 39633 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 227894 members 
Mstep: Class 11 contains 124212 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 38985 members 
Mstep: Class 17 contains 16539 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 28552 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 8863 members 
Mstep: Class 22 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 21 clusters Score -1.288234e+08 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39941 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 205168 members 
Mstep: Class 5 contains 53415 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 60545 members 
Mstep: Class 8 contains 40196 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 226533 members 
Mstep: Class 11 contains 124383 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 27401 members 
Mstep: Class 15 contains 38876 members 
Mstep: Class 17 contains 16531 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 28295 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 9952 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 21 clusters Score -1.288265e+08 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39969 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 205536 members 
Mstep: Class 5 contains 53405 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 59837 members 
Mstep: Class 8 contains 40628 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 225250 members 
Mstep: Class 11 contains 124482 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 38790 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 28066 members 
Mstep: Class 20 contains 4892 members 
Mstep: Class 21 contains 9086 members 
Mstep: Class 22 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 21 clusters Score -1.28829e+08 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39968 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 205806 members 
Mstep: Class 5 contains 53400 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 59193 members 
Mstep: Class 8 contains 40987 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 224078 members 
Mstep: Class 11 contains 124517 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 30119 members 
Mstep: Class 15 contains 38723 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 27913 members 
Mstep: Class 20 contains 4765 members 
Mstep: Class 21 contains 9204 members 
Mstep: Class 22 contains 9834 members 
Entering Unmasked Estep 
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Score: -128831768.000000 Penalty: 68032.179688
Iteration 26Q: 21 clusters Score -1.288318e+08 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39967 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 206141 members 
Mstep: Class 5 contains 53372 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 58601 members 
Mstep: Class 8 contains 41319 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 222887 members 
Mstep: Class 11 contains 124579 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 31397 members 
Mstep: Class 15 contains 38641 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 27778 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 9735 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.288336e+08 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 206468 members 
Mstep: Class 5 contains 53382 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 58097 members 
Mstep: Class 8 contains 41600 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 221646 members 
Mstep: Class 11 contains 124579 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 15 contains 38566 members 
Mstep: Class 17 contains 16487 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 27658 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 22 contains 9653 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.288358e+08 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39965 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 206684 members 
Mstep: Class 5 contains 53368 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57613 members 
Mstep: Class 8 contains 41845 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 220669 members 
Mstep: Class 11 contains 124489 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 14 contains 33895 members 
Mstep: Class 15 contains 38534 members 
Mstep: Class 17 contains 16463 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 19 contains 27577 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 9532 members 
Mstep: Class 22 contains 9549 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.288367e+08 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39964 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 206750 members 
Mstep: Class 5 contains 53383 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 57209 members 
Mstep: Class 8 contains 42095 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 219741 members 
Mstep: Class 11 contains 124480 members 
Mstep: Class 13 contains 3686 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 38482 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 27497 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 9631 members 
Mstep: Class 22 contains 9440 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.288384e+08 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 39956 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 206861 members 
Mstep: Class 5 contains 53386 members 
Mstep: Class 6 contains 5453 members 
Mstep: Class 7 contains 56865 members 
Mstep: Class 8 contains 42313 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 218751 members 
Mstep: Class 11 contains 124483 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 36166 members 
Mstep: Class 15 contains 38442 members 
Mstep: Class 17 contains 16384 members 
Mstep: Class 18 contains 5836 members 
Mstep: Class 19 contains 27424 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 9334 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.288406e+08 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39930 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 206954 members 
Mstep: Class 5 contains 53361 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 42516 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 217778 members 
Mstep: Class 11 contains 124567 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 37217 members 
Mstep: Class 15 contains 38398 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 5840 members 
Mstep: Class 19 contains 27370 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 9806 members 
Mstep: Class 22 contains 9205 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.288421e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 39920 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 207071 members 
Mstep: Class 5 contains 53362 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 56241 members 
Mstep: Class 8 contains 42678 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 216818 members 
Mstep: Class 11 contains 124670 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 38229 members 
Mstep: Class 15 contains 38356 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 5843 members 
Mstep: Class 19 contains 27328 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 9025 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.288431e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39889 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 207237 members 
Mstep: Class 5 contains 53329 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 55923 members 
Mstep: Class 8 contains 42805 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 215869 members 
Mstep: Class 11 contains 124797 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 39229 members 
Mstep: Class 15 contains 38301 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 5845 members 
Mstep: Class 19 contains 27310 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 8867 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.288448e+08 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39884 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 207291 members 
Mstep: Class 5 contains 53258 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 55632 members 
Mstep: Class 8 contains 42932 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 215034 members 
Mstep: Class 11 contains 124860 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 40267 members 
Mstep: Class 15 contains 38256 members 
Mstep: Class 17 contains 16112 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 27283 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 10136 members 
Mstep: Class 22 contains 8701 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.288462e+08 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39863 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 207274 members 
Mstep: Class 5 contains 53173 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 55328 members 
Mstep: Class 8 contains 43060 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 214358 members 
Mstep: Class 11 contains 124951 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 41220 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 17 contains 16006 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 27265 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 10271 members 
Mstep: Class 22 contains 8561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128847256.000000 Penalty: 68032.179688
Iteration 36Q: 21 clusters Score -1.288473e+08 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39820 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 207128 members 
Mstep: Class 5 contains 53077 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 55066 members 
Mstep: Class 8 contains 43158 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 213707 members 
Mstep: Class 11 contains 125064 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 14 contains 42179 members 
Mstep: Class 15 contains 38134 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 27249 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 10422 members 
Mstep: Class 22 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128848712.000000 Penalty: 68032.179688
Iteration 37Q: 21 clusters Score -1.288487e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39793 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 206848 members 
Mstep: Class 5 contains 52909 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 54852 members 
Mstep: Class 8 contains 43232 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 213193 members 
Mstep: Class 11 contains 125167 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 43113 members 
Mstep: Class 15 contains 38042 members 
Mstep: Class 17 contains 15809 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27248 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 10577 members 
Mstep: Class 22 contains 8508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128850152.000000 Penalty: 68032.179688
Iteration 38Q: 21 clusters Score -1.288502e+08 nChanged 5123
Entering ConstructFrom: 
Score: -128850152.000000 Penalty: 68032.179688
Entering ConstructFrom: 
Trying to split cluster 1 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -81612.054688 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -81612.05 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 376 members 
Entering Unmasked Estep 
Score: -79945.468750 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -79945.47 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80264.726562 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -80264.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80362.476562 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -80362.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80416.515625 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -80416.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80440.273438 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -80440.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80467.859375 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -80467.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80516.367188 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -80516.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80561.875000 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -80561.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80583.390625 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -80583.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80591.148438 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -80591.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80597.187500 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -80597.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80598.203125 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -80598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80598.203125 Penalty: 3286.851807
	Iteration 12F: 3 clusters Score -80598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Entering Unmasked Estep 
Score: -5697588.000000 Penalty: 2626.572754
	Iteration 0F: 2 clusters Score -5697588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -5670752.500000 Penalty: 5253.145508
	Iteration 0F: 3 clusters Score -5670752 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5680784.500000 Penalty: 5253.145508
	Iteration 1F: 3 clusters Score -5680784 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5681305.000000 Penalty: 5253.145508
	Iteration 2Q: 3 clusters Score -5681305 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5681719.500000 Penalty: 5253.145508
	Iteration 3Q: 3 clusters Score -5681720 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -5682139.000000 Penalty: 5253.145508
	Iteration 4Q: 3 clusters Score -5682139 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5682510.500000 Penalty: 5253.145508
	Iteration 5Q: 3 clusters Score -5682510 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5683005.500000 Penalty: 5253.145508
	Iteration 6Q: 3 clusters Score -5683006 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5683591.500000 Penalty: 5253.145508
	Iteration 7Q: 3 clusters Score -5683592 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5684381.000000 Penalty: 5253.145508
	Iteration 8Q: 3 clusters Score -5684381 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5685438.000000 Penalty: 5253.145508
	Iteration 9Q: 3 clusters Score -5685438 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5686785.500000 Penalty: 5253.145508
	Iteration 10Q: 3 clusters Score -5686786 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5688169.500000 Penalty: 5253.145508
	Iteration 11F: 3 clusters Score -5688170 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5689344.500000 Penalty: 5253.145508
	Iteration 12Q: 3 clusters Score -5689344 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5690211.000000 Penalty: 5253.145508
	Iteration 13Q: 3 clusters Score -5690211 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5690844.500000 Penalty: 5253.145508
	Iteration 14Q: 3 clusters Score -5690844 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5691344.000000 Penalty: 5253.145508
	Iteration 15Q: 3 clusters Score -5691344 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -5691872.000000 Penalty: 5253.145508
	Iteration 16Q: 3 clusters Score -5691872 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5692470.500000 Penalty: 5253.145508
	Iteration 17Q: 3 clusters Score -5692470 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5693067.500000 Penalty: 5253.145508
	Iteration 18Q: 3 clusters Score -5693068 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5693647.500000 Penalty: 5253.145508
	Iteration 19Q: 3 clusters Score -5693648 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5694047.500000 Penalty: 5253.145508
	Iteration 20F: 3 clusters Score -5694048 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -5694387.000000 Penalty: 5253.145508
	Iteration 21Q: 3 clusters Score -5694387 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5694700.000000 Penalty: 5253.145508
	Iteration 22Q: 3 clusters Score -5694700 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5694984.000000 Penalty: 5253.145508
	Iteration 23Q: 3 clusters Score -5694984 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5695200.000000 Penalty: 5253.145508
	Iteration 24Q: 3 clusters Score -5695200 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5695386.000000 Penalty: 5253.145508
	Iteration 25Q: 3 clusters Score -5695386 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -5695534.000000 Penalty: 5253.145508
	Iteration 26Q: 3 clusters Score -5695534 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5695679.000000 Penalty: 5253.145508
	Iteration 27Q: 3 clusters Score -5695679 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5695822.000000 Penalty: 5253.145508
	Iteration 28Q: 3 clusters Score -5695822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5695967.000000 Penalty: 5253.145508
	Iteration 29Q: 3 clusters Score -5695967 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5696088.000000 Penalty: 5253.145508
	Iteration 30Q: 3 clusters Score -5696088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -5696154.000000 Penalty: 5253.145508
	Iteration 31Q: 3 clusters Score -5696154 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -5696240.000000 Penalty: 5253.145508
	Iteration 32Q: 3 clusters Score -5696240 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -5696319.000000 Penalty: 5253.145508
	Iteration 33Q: 3 clusters Score -5696319 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5696423.000000 Penalty: 5253.145508
	Iteration 34Q: 3 clusters Score -5696423 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5696512.000000 Penalty: 5253.145508
	Iteration 35Q: 3 clusters Score -5696512 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -5696559.500000 Penalty: 5253.145508
	Iteration 36Q: 3 clusters Score -5696560 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5696611.500000 Penalty: 5253.145508
	Iteration 37Q: 3 clusters Score -5696612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -5696667.500000 Penalty: 5253.145508
	Iteration 38Q: 3 clusters Score -5696668 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5696718.000000 Penalty: 5253.145508
	Iteration 39Q: 3 clusters Score -5696718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5696791.000000 Penalty: 5253.145508
	Iteration 40F: 3 clusters Score -5696791 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -5696832.500000 Penalty: 5253.145508
	Iteration 41Q: 3 clusters Score -5696832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5696865.000000 Penalty: 5253.145508
	Iteration 42Q: 3 clusters Score -5696865 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -5696881.500000 Penalty: 5253.145508
	Iteration 43Q: 3 clusters Score -5696882 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5696889.500000 Penalty: 5253.145508
	Iteration 44Q: 3 clusters Score -5696890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -5696907.500000 Penalty: 5253.145508
	Iteration 45Q: 3 clusters Score -5696908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -5696921.000000 Penalty: 5253.145508
	Iteration 46Q: 3 clusters Score -5696921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5696934.000000 Penalty: 5253.145508
	Iteration 47Q: 3 clusters Score -5696934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -5696944.500000 Penalty: 5253.145508
	Iteration 48Q: 3 clusters Score -5696944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -5696949.500000 Penalty: 5253.145508
	Iteration 49Q: 3 clusters Score -5696950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5696947.500000 Penalty: 5253.145508
	Iteration 50Q: 3 clusters Score -5696948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5696951.000000 Penalty: 5253.145508
	Iteration 51Q: 3 clusters Score -5696951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5696964.500000 Penalty: 5253.145508
	Iteration 52Q: 3 clusters Score -5696964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5696971.000000 Penalty: 5253.145508
	Iteration 53Q: 3 clusters Score -5696971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5696970.000000 Penalty: 5253.145508
	Iteration 54Q: 3 clusters Score -5696970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5696974.500000 Penalty: 5253.145508
	Iteration 55Q: 3 clusters Score -5696974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5696973.000000 Penalty: 5253.145508
	Iteration 56Q: 3 clusters Score -5696973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -5696974.500000 Penalty: 5253.145508
	Iteration 57Q: 3 clusters Score -5696974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5696974.500000 Penalty: 5253.145508
	Iteration 58Q: 3 clusters Score -5696974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5696986.500000 Penalty: 5253.145508
	Iteration 59Q: 3 clusters Score -5696986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5696978.500000 Penalty: 5253.145508
	Iteration 60F: 3 clusters Score -5696978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -5696980.500000 Penalty: 5253.145508
	Iteration 61Q: 3 clusters Score -5696980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5696981.000000 Penalty: 5253.145508
	Iteration 62Q: 3 clusters Score -5696981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5696987.000000 Penalty: 5253.145508
	Iteration 63Q: 3 clusters Score -5696987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -5696986.500000 Penalty: 5253.145508
	Iteration 64Q: 3 clusters Score -5696986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5696986.000000 Penalty: 5253.145508
	Iteration 65Q: 3 clusters Score -5696986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5696986.000000 Penalty: 5253.145508
	Iteration 66F: 3 clusters Score -5696986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -401482.656250 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -401482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -398430.468750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -398430.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -399621.312500 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -399621.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -400607.656250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -400607.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -401253.687500 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -401253.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401699.812500 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -401699.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -401987.812500 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -401987.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -402134.437500 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -402134.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -402206.906250 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -402206.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -402263.531250 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -402263.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -402305.343750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -402305.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -402347.312500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -402347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -402361.562500 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -402361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -402367.750000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -402367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -402375.656250 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -402375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -402381.312500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -402381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -402381.937500 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -402381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -402382.718750 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -402382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -402382.718750 Penalty: 3940.819580
	Iteration 17F: 3 clusters Score -402382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 206582 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 54648 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 212703 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Entering Unmasked Estep 
Score: -128850568.000000 Penalty: 71433.789062
Splitting cluster 3 changes total score from -128850152.000000 to -128850568.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (206582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206582 members 
Entering Unmasked Estep 
Score: -30235508.000000 Penalty: 3035.136230
	Iteration 0F: 2 clusters Score -3.023551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -30122522.000000 Penalty: 6070.272461
	Iteration 0F: 3 clusters Score -3.012252e+07 nChanged 99392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -30181722.000000 Penalty: 6070.272461
	Iteration 1F: 3 clusters Score -3.018172e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -30184144.000000 Penalty: 6070.272461
	Iteration 2Q: 3 clusters Score -3.018414e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -30187638.000000 Penalty: 6070.272461
	Iteration 3Q: 3 clusters Score -3.018764e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -30193528.000000 Penalty: 6070.272461
	Iteration 4F: 3 clusters Score -3.019353e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -30202802.000000 Penalty: 6070.272461
	Iteration 5F: 3 clusters Score -3.02028e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -30214136.000000 Penalty: 6070.272461
	Iteration 6F: 3 clusters Score -3.021414e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -30224394.000000 Penalty: 6070.272461
	Iteration 7F: 3 clusters Score -3.022439e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -30231298.000000 Penalty: 6070.272461
	Iteration 8F: 3 clusters Score -3.02313e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -30235134.000000 Penalty: 6070.272461
	Iteration 9Q: 3 clusters Score -3.023513e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -30237666.000000 Penalty: 6070.272461
	Iteration 10Q: 3 clusters Score -3.023767e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -30239454.000000 Penalty: 6070.272461
	Iteration 11Q: 3 clusters Score -3.023945e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180340 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -30240786.000000 Penalty: 6070.272461
	Iteration 12Q: 3 clusters Score -3.024079e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -30242248.000000 Penalty: 6070.272461
	Iteration 13Q: 3 clusters Score -3.024225e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186001 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -30243344.000000 Penalty: 6070.272461
	Iteration 14Q: 3 clusters Score -3.024334e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188374 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -30243742.000000 Penalty: 6070.272461
	Iteration 15Q: 3 clusters Score -3.024374e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190380 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -30243514.000000 Penalty: 6070.272461
	Iteration 16Q: 3 clusters Score -3.024351e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192129 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -30243102.000000 Penalty: 6070.272461
	Iteration 17Q: 3 clusters Score -3.02431e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193671 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -30242808.000000 Penalty: 6070.272461
	Iteration 18Q: 3 clusters Score -3.024281e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194996 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -30242566.000000 Penalty: 6070.272461
	Iteration 19Q: 3 clusters Score -3.024257e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196147 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -30242232.000000 Penalty: 6070.272461
	Iteration 20F: 3 clusters Score -3.024223e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197117 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -30241770.000000 Penalty: 6070.272461
	Iteration 21Q: 3 clusters Score -3.024177e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197913 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -30241394.000000 Penalty: 6070.272461
	Iteration 22Q: 3 clusters Score -3.024139e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198522 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -30240982.000000 Penalty: 6070.272461
	Iteration 23Q: 3 clusters Score -3.024098e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199053 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -30240698.000000 Penalty: 6070.272461
	Iteration 24Q: 3 clusters Score -3.02407e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199497 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -30240434.000000 Penalty: 6070.272461
	Iteration 25Q: 3 clusters Score -3.024043e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -30240158.000000 Penalty: 6070.272461
	Iteration 26Q: 3 clusters Score -3.024016e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200099 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -30240070.000000 Penalty: 6070.272461
	Iteration 27Q: 3 clusters Score -3.024007e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200286 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -30239794.000000 Penalty: 6070.272461
	Iteration 28Q: 3 clusters Score -3.023979e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200416 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -30239732.000000 Penalty: 6070.272461
	Iteration 29Q: 3 clusters Score -3.023973e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -30239632.000000 Penalty: 6070.272461
	Iteration 30Q: 3 clusters Score -3.023963e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -30239542.000000 Penalty: 6070.272461
	Iteration 31Q: 3 clusters Score -3.023954e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200706 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -30239466.000000 Penalty: 6070.272461
	Iteration 32Q: 3 clusters Score -3.023947e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200779 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -30239398.000000 Penalty: 6070.272461
	Iteration 33Q: 3 clusters Score -3.02394e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200857 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -30239292.000000 Penalty: 6070.272461
	Iteration 34Q: 3 clusters Score -3.023929e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200921 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -30239238.000000 Penalty: 6070.272461
	Iteration 35Q: 3 clusters Score -3.023924e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -30239136.000000 Penalty: 6070.272461
	Iteration 36Q: 3 clusters Score -3.023914e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201015 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -30239018.000000 Penalty: 6070.272461
	Iteration 37Q: 3 clusters Score -3.023902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201046 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -30238974.000000 Penalty: 6070.272461
	Iteration 38Q: 3 clusters Score -3.023897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -30238970.000000 Penalty: 6070.272461
	Iteration 39Q: 3 clusters Score -3.023897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201106 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -30238936.000000 Penalty: 6070.272461
	Iteration 40F: 3 clusters Score -3.023894e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201130 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -30238932.000000 Penalty: 6070.272461
	Iteration 41Q: 3 clusters Score -3.023893e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201158 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -30238858.000000 Penalty: 6070.272461
	Iteration 42Q: 3 clusters Score -3.023886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201178 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -30238854.000000 Penalty: 6070.272461
	Iteration 43Q: 3 clusters Score -3.023885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201197 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -30238846.000000 Penalty: 6070.272461
	Iteration 44Q: 3 clusters Score -3.023885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -30238850.000000 Penalty: 6070.272461
	Iteration 45Q: 3 clusters Score -3.023885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201234 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -30238836.000000 Penalty: 6070.272461
	Iteration 46Q: 3 clusters Score -3.023884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201251 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -30238854.000000 Penalty: 6070.272461
	Iteration 47Q: 3 clusters Score -3.023885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -30238840.000000 Penalty: 6070.272461
	Iteration 48Q: 3 clusters Score -3.023884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201263 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -30238848.000000 Penalty: 6070.272461
	Iteration 49Q: 3 clusters Score -3.023885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201271 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -30238820.000000 Penalty: 6070.272461
	Iteration 50Q: 3 clusters Score -3.023882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201287 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -30238802.000000 Penalty: 6070.272461
	Iteration 51Q: 3 clusters Score -3.02388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201306 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -30238774.000000 Penalty: 6070.272461
	Iteration 52Q: 3 clusters Score -3.023877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201315 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -30238762.000000 Penalty: 6070.272461
	Iteration 53Q: 3 clusters Score -3.023876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201328 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -30238778.000000 Penalty: 6070.272461
	Iteration 54Q: 3 clusters Score -3.023878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201337 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -30238752.000000 Penalty: 6070.272461
	Iteration 55Q: 3 clusters Score -3.023875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201346 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -30238750.000000 Penalty: 6070.272461
	Iteration 56Q: 3 clusters Score -3.023875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201357 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -30238742.000000 Penalty: 6070.272461
	Iteration 57Q: 3 clusters Score -3.023874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201365 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -30238722.000000 Penalty: 6070.272461
	Iteration 58Q: 3 clusters Score -3.023872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201369 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -30238728.000000 Penalty: 6070.272461
	Iteration 59Q: 3 clusters Score -3.023873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -30238732.000000 Penalty: 6070.272461
	Iteration 60F: 3 clusters Score -3.023873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -30238716.000000 Penalty: 6070.272461
	Iteration 61Q: 3 clusters Score -3.023872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201375 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -30238728.000000 Penalty: 6070.272461
	Iteration 62Q: 3 clusters Score -3.023873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201376 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -30238726.000000 Penalty: 6070.272461
	Iteration 63Q: 3 clusters Score -3.023873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201377 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -30238724.000000 Penalty: 6070.272461
	Iteration 64Q: 3 clusters Score -3.023872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201378 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -30238720.000000 Penalty: 6070.272461
	Iteration 65Q: 3 clusters Score -3.023872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201380 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -30238726.000000 Penalty: 6070.272461
	Iteration 66Q: 3 clusters Score -3.023873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201380 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -30238712.000000 Penalty: 6070.272461
	Iteration 67Q: 3 clusters Score -3.023871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201383 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -30238742.000000 Penalty: 6070.272461
	Iteration 68Q: 3 clusters Score -3.023874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201384 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -30238724.000000 Penalty: 6070.272461
	Iteration 69Q: 3 clusters Score -3.023872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201384 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -30238724.000000 Penalty: 6070.272461
	Iteration 70F: 3 clusters Score -3.023872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 54648 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 212703 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Entering Unmasked Estep 
Score: -128853528.000000 Penalty: 74835.390625
Splitting cluster 4 changes total score from -128850152.000000 to -128853528.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (52682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Entering Unmasked Estep 
Score: -7420522.500000 Penalty: 2696.263184
	Iteration 0F: 2 clusters Score -7420522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -7385145.500000 Penalty: 5392.526367
	Iteration 0F: 3 clusters Score -7385146 nChanged 24312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -7398948.000000 Penalty: 5392.526367
	Iteration 1F: 3 clusters Score -7398948 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -7400291.500000 Penalty: 5392.526367
	Iteration 2F: 3 clusters Score -7400292 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -7402039.000000 Penalty: 5392.526367
	Iteration 3F: 3 clusters Score -7402039 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -7403952.000000 Penalty: 5392.526367
	Iteration 4F: 3 clusters Score -7403952 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -7405826.000000 Penalty: 5392.526367
	Iteration 5F: 3 clusters Score -7405826 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7407262.000000 Penalty: 5392.526367
	Iteration 6F: 3 clusters Score -7407262 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -7408242.000000 Penalty: 5392.526367
	Iteration 7Q: 3 clusters Score -7408242 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -7408923.000000 Penalty: 5392.526367
	Iteration 8Q: 3 clusters Score -7408923 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -7409278.000000 Penalty: 5392.526367
	Iteration 9Q: 3 clusters Score -7409278 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -7409510.000000 Penalty: 5392.526367
	Iteration 10Q: 3 clusters Score -7409510 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -7409691.000000 Penalty: 5392.526367
	Iteration 11Q: 3 clusters Score -7409691 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -7409792.500000 Penalty: 5392.526367
	Iteration 12Q: 3 clusters Score -7409792 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7409829.000000 Penalty: 5392.526367
	Iteration 13Q: 3 clusters Score -7409829 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7409876.000000 Penalty: 5392.526367
	Iteration 14Q: 3 clusters Score -7409876 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -7409909.000000 Penalty: 5392.526367
	Iteration 15Q: 3 clusters Score -7409909 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -7409961.000000 Penalty: 5392.526367
	Iteration 16Q: 3 clusters Score -7409961 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -7409994.500000 Penalty: 5392.526367
	Iteration 17Q: 3 clusters Score -7409994 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7410022.000000 Penalty: 5392.526367
	Iteration 18Q: 3 clusters Score -7410022 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -7410013.500000 Penalty: 5392.526367
	Iteration 19Q: 3 clusters Score -7410014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -7410037.500000 Penalty: 5392.526367
	Iteration 20F: 3 clusters Score -7410038 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7410031.500000 Penalty: 5392.526367
	Iteration 21Q: 3 clusters Score -7410032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -7410036.500000 Penalty: 5392.526367
	Iteration 22Q: 3 clusters Score -7410036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7410080.000000 Penalty: 5392.526367
	Iteration 23Q: 3 clusters Score -7410080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7410101.000000 Penalty: 5392.526367
	Iteration 24Q: 3 clusters Score -7410101 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -7410113.500000 Penalty: 5392.526367
	Iteration 25Q: 3 clusters Score -7410114 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7410147.500000 Penalty: 5392.526367
	Iteration 26Q: 3 clusters Score -7410148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7410183.000000 Penalty: 5392.526367
	Iteration 27Q: 3 clusters Score -7410183 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -7410226.000000 Penalty: 5392.526367
	Iteration 28Q: 3 clusters Score -7410226 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7410242.000000 Penalty: 5392.526367
	Iteration 29Q: 3 clusters Score -7410242 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -7410272.500000 Penalty: 5392.526367
	Iteration 30Q: 3 clusters Score -7410272 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7410298.500000 Penalty: 5392.526367
	Iteration 31Q: 3 clusters Score -7410298 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7410319.500000 Penalty: 5392.526367
	Iteration 32Q: 3 clusters Score -7410320 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -7410382.500000 Penalty: 5392.526367
	Iteration 33Q: 3 clusters Score -7410382 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -7410388.500000 Penalty: 5392.526367
	Iteration 34Q: 3 clusters Score -7410388 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -7410441.500000 Penalty: 5392.526367
	Iteration 35Q: 3 clusters Score -7410442 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -7410497.500000 Penalty: 5392.526367
	Iteration 36Q: 3 clusters Score -7410498 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -7410566.500000 Penalty: 5392.526367
	Iteration 37Q: 3 clusters Score -7410566 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -7410640.500000 Penalty: 5392.526367
	Iteration 38Q: 3 clusters Score -7410640 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -7410759.000000 Penalty: 5392.526367
	Iteration 39Q: 3 clusters Score -7410759 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -7410866.500000 Penalty: 5392.526367
	Iteration 40F: 3 clusters Score -7410866 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -7410930.500000 Penalty: 5392.526367
	Iteration 41Q: 3 clusters Score -7410930 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -7411081.000000 Penalty: 5392.526367
	Iteration 42Q: 3 clusters Score -7411081 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -7411236.500000 Penalty: 5392.526367
	Iteration 43Q: 3 clusters Score -7411236 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -7411387.000000 Penalty: 5392.526367
	Iteration 44Q: 3 clusters Score -7411387 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7411596.000000 Penalty: 5392.526367
	Iteration 45Q: 3 clusters Score -7411596 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7411782.500000 Penalty: 5392.526367
	Iteration 46Q: 3 clusters Score -7411782 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7412003.500000 Penalty: 5392.526367
	Iteration 47Q: 3 clusters Score -7412004 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7412285.000000 Penalty: 5392.526367
	Iteration 48Q: 3 clusters Score -7412285 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7412580.500000 Penalty: 5392.526367
	Iteration 49Q: 3 clusters Score -7412580 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -7412866.000000 Penalty: 5392.526367
	Iteration 50Q: 3 clusters Score -7412866 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -7413218.000000 Penalty: 5392.526367
	Iteration 51Q: 3 clusters Score -7413218 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -7413626.500000 Penalty: 5392.526367
	Iteration 52Q: 3 clusters Score -7413626 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -7413954.000000 Penalty: 5392.526367
	Iteration 53Q: 3 clusters Score -7413954 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -7414426.500000 Penalty: 5392.526367
	Iteration 54Q: 3 clusters Score -7414426 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7414851.500000 Penalty: 5392.526367
	Iteration 55Q: 3 clusters Score -7414852 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -7415298.500000 Penalty: 5392.526367
	Iteration 56Q: 3 clusters Score -7415298 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -7415711.000000 Penalty: 5392.526367
	Iteration 57Q: 3 clusters Score -7415711 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -7416094.500000 Penalty: 5392.526367
	Iteration 58Q: 3 clusters Score -7416094 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7416445.500000 Penalty: 5392.526367
	Iteration 59Q: 3 clusters Score -7416446 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -7416759.500000 Penalty: 5392.526367
	Iteration 60F: 3 clusters Score -7416760 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7417039.500000 Penalty: 5392.526367
	Iteration 61Q: 3 clusters Score -7417040 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7417255.500000 Penalty: 5392.526367
	Iteration 62Q: 3 clusters Score -7417256 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7417466.500000 Penalty: 5392.526367
	Iteration 63Q: 3 clusters Score -7417466 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7417610.500000 Penalty: 5392.526367
	Iteration 64Q: 3 clusters Score -7417610 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7417801.500000 Penalty: 5392.526367
	Iteration 65Q: 3 clusters Score -7417802 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7417895.000000 Penalty: 5392.526367
	Iteration 66Q: 3 clusters Score -7417895 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7418015.000000 Penalty: 5392.526367
	Iteration 67Q: 3 clusters Score -7418015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7418093.500000 Penalty: 5392.526367
	Iteration 68Q: 3 clusters Score -7418094 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7418161.000000 Penalty: 5392.526367
	Iteration 69Q: 3 clusters Score -7418161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7418201.500000 Penalty: 5392.526367
	Iteration 70Q: 3 clusters Score -7418202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7418258.000000 Penalty: 5392.526367
	Iteration 71Q: 3 clusters Score -7418258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7418282.500000 Penalty: 5392.526367
	Iteration 72Q: 3 clusters Score -7418282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7418334.500000 Penalty: 5392.526367
	Iteration 73Q: 3 clusters Score -7418334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7418370.000000 Penalty: 5392.526367
	Iteration 74Q: 3 clusters Score -7418370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7418380.500000 Penalty: 5392.526367
	Iteration 75Q: 3 clusters Score -7418380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7418402.500000 Penalty: 5392.526367
	Iteration 76Q: 3 clusters Score -7418402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7418409.000000 Penalty: 5392.526367
	Iteration 77Q: 3 clusters Score -7418409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7418416.000000 Penalty: 5392.526367
	Iteration 78Q: 3 clusters Score -7418416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7418435.500000 Penalty: 5392.526367
	Iteration 79Q: 3 clusters Score -7418436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7418447.500000 Penalty: 5392.526367
	Iteration 80F: 3 clusters Score -7418448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7418458.000000 Penalty: 5392.526367
	Iteration 81Q: 3 clusters Score -7418458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7418455.500000 Penalty: 5392.526367
	Iteration 82Q: 3 clusters Score -7418456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7418457.000000 Penalty: 5392.526367
	Iteration 83Q: 3 clusters Score -7418457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7418464.500000 Penalty: 5392.526367
	Iteration 84Q: 3 clusters Score -7418464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7418474.500000 Penalty: 5392.526367
	Iteration 85Q: 3 clusters Score -7418474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7418473.500000 Penalty: 5392.526367
	Iteration 86Q: 3 clusters Score -7418474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7418476.500000 Penalty: 5392.526367
	Iteration 87Q: 3 clusters Score -7418476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7418480.500000 Penalty: 5392.526367
	Iteration 88Q: 3 clusters Score -7418480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7418473.000000 Penalty: 5392.526367
	Iteration 89Q: 3 clusters Score -7418473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7418490.500000 Penalty: 5392.526367
	Iteration 90Q: 3 clusters Score -7418490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7418487.500000 Penalty: 5392.526367
	Iteration 91Q: 3 clusters Score -7418488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7418496.000000 Penalty: 5392.526367
	Iteration 92Q: 3 clusters Score -7418496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7418501.000000 Penalty: 5392.526367
	Iteration 93Q: 3 clusters Score -7418501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7418508.000000 Penalty: 5392.526367
	Iteration 94Q: 3 clusters Score -7418508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7418511.500000 Penalty: 5392.526367
	Iteration 95Q: 3 clusters Score -7418512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7418518.000000 Penalty: 5392.526367
	Iteration 96Q: 3 clusters Score -7418518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7418515.000000 Penalty: 5392.526367
	Iteration 97Q: 3 clusters Score -7418515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7418519.000000 Penalty: 5392.526367
	Iteration 98Q: 3 clusters Score -7418519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7418517.000000 Penalty: 5392.526367
	Iteration 99Q: 3 clusters Score -7418517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7418519.500000 Penalty: 5392.526367
	Iteration 100F: 3 clusters Score -7418520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7418522.000000 Penalty: 5392.526367
	Iteration 101Q: 3 clusters Score -7418522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7418523.500000 Penalty: 5392.526367
	Iteration 102Q: 3 clusters Score -7418524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7418523.500000 Penalty: 5392.526367
	Iteration 103F: 3 clusters Score -7418524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -838853.812500 Penalty: 2168.000000
	Iteration 0F: 2 clusters Score -838853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -833587.437500 Penalty: 4336.000000
	Iteration 0F: 3 clusters Score -833587.4 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -834952.937500 Penalty: 4336.000000
	Iteration 1F: 3 clusters Score -834952.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -835189.812500 Penalty: 4336.000000
	Iteration 2F: 3 clusters Score -835189.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -835344.437500 Penalty: 4336.000000
	Iteration 3Q: 3 clusters Score -835344.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -835486.062500 Penalty: 4336.000000
	Iteration 4Q: 3 clusters Score -835486.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -835598.250000 Penalty: 4336.000000
	Iteration 5Q: 3 clusters Score -835598.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -835709.000000 Penalty: 4336.000000
	Iteration 6Q: 3 clusters Score -835709 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -835828.000000 Penalty: 4336.000000
	Iteration 7Q: 3 clusters Score -835828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -835915.937500 Penalty: 4336.000000
	Iteration 8Q: 3 clusters Score -835915.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -836002.437500 Penalty: 4336.000000
	Iteration 9Q: 3 clusters Score -836002.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -836078.250000 Penalty: 4336.000000
	Iteration 10Q: 3 clusters Score -836078.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -836161.250000 Penalty: 4336.000000
	Iteration 11Q: 3 clusters Score -836161.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -836239.437500 Penalty: 4336.000000
	Iteration 12Q: 3 clusters Score -836239.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -836316.250000 Penalty: 4336.000000
	Iteration 13Q: 3 clusters Score -836316.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -836371.062500 Penalty: 4336.000000
	Iteration 14Q: 3 clusters Score -836371.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -836420.687500 Penalty: 4336.000000
	Iteration 15Q: 3 clusters Score -836420.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -836468.000000 Penalty: 4336.000000
	Iteration 16Q: 3 clusters Score -836468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -836517.500000 Penalty: 4336.000000
	Iteration 17Q: 3 clusters Score -836517.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -836555.750000 Penalty: 4336.000000
	Iteration 18Q: 3 clusters Score -836555.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -836595.250000 Penalty: 4336.000000
	Iteration 19Q: 3 clusters Score -836595.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -836639.812500 Penalty: 4336.000000
	Iteration 20F: 3 clusters Score -836639.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -836676.625000 Penalty: 4336.000000
	Iteration 21Q: 3 clusters Score -836676.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -836713.062500 Penalty: 4336.000000
	Iteration 22Q: 3 clusters Score -836713.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -836743.500000 Penalty: 4336.000000
	Iteration 23Q: 3 clusters Score -836743.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -836762.750000 Penalty: 4336.000000
	Iteration 24Q: 3 clusters Score -836762.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -836780.687500 Penalty: 4336.000000
	Iteration 25Q: 3 clusters Score -836780.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -836793.750000 Penalty: 4336.000000
	Iteration 26Q: 3 clusters Score -836793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -836805.062500 Penalty: 4336.000000
	Iteration 27Q: 3 clusters Score -836805.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -836820.812500 Penalty: 4336.000000
	Iteration 28Q: 3 clusters Score -836820.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -836833.375000 Penalty: 4336.000000
	Iteration 29Q: 3 clusters Score -836833.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -836853.250000 Penalty: 4336.000000
	Iteration 30Q: 3 clusters Score -836853.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -836873.500000 Penalty: 4336.000000
	Iteration 31Q: 3 clusters Score -836873.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -836891.187500 Penalty: 4336.000000
	Iteration 32Q: 3 clusters Score -836891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -836908.937500 Penalty: 4336.000000
	Iteration 33Q: 3 clusters Score -836908.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -836929.062500 Penalty: 4336.000000
	Iteration 34Q: 3 clusters Score -836929.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -836947.312500 Penalty: 4336.000000
	Iteration 35Q: 3 clusters Score -836947.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -836959.750000 Penalty: 4336.000000
	Iteration 36Q: 3 clusters Score -836959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -836974.500000 Penalty: 4336.000000
	Iteration 37Q: 3 clusters Score -836974.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -836985.625000 Penalty: 4336.000000
	Iteration 38Q: 3 clusters Score -836985.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -836996.000000 Penalty: 4336.000000
	Iteration 39Q: 3 clusters Score -836996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -837000.875000 Penalty: 4336.000000
	Iteration 40F: 3 clusters Score -837000.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -837008.750000 Penalty: 4336.000000
	Iteration 41Q: 3 clusters Score -837008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -837013.187500 Penalty: 4336.000000
	Iteration 42Q: 3 clusters Score -837013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -837020.875000 Penalty: 4336.000000
	Iteration 43Q: 3 clusters Score -837020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -837026.062500 Penalty: 4336.000000
	Iteration 44Q: 3 clusters Score -837026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -837029.125000 Penalty: 4336.000000
	Iteration 45Q: 3 clusters Score -837029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -837031.187500 Penalty: 4336.000000
	Iteration 46Q: 3 clusters Score -837031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -837034.625000 Penalty: 4336.000000
	Iteration 47Q: 3 clusters Score -837034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -837036.187500 Penalty: 4336.000000
	Iteration 48Q: 3 clusters Score -837036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -837038.375000 Penalty: 4336.000000
	Iteration 49Q: 3 clusters Score -837038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -837038.437500 Penalty: 4336.000000
	Iteration 50Q: 3 clusters Score -837038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -837039.625000 Penalty: 4336.000000
	Iteration 51Q: 3 clusters Score -837039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -837041.812500 Penalty: 4336.000000
	Iteration 52Q: 3 clusters Score -837041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -837041.187500 Penalty: 4336.000000
	Iteration 53Q: 3 clusters Score -837041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -837043.187500 Penalty: 4336.000000
	Iteration 54Q: 3 clusters Score -837043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -837043.750000 Penalty: 4336.000000
	Iteration 55Q: 3 clusters Score -837043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -837044.625000 Penalty: 4336.000000
	Iteration 56Q: 3 clusters Score -837044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -837044.875000 Penalty: 4336.000000
	Iteration 57Q: 3 clusters Score -837044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -837047.062500 Penalty: 4336.000000
	Iteration 58Q: 3 clusters Score -837047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -837048.250000 Penalty: 4336.000000
	Iteration 59Q: 3 clusters Score -837048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -837050.312500 Penalty: 4336.000000
	Iteration 60F: 3 clusters Score -837050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -837051.750000 Penalty: 4336.000000
	Iteration 61Q: 3 clusters Score -837051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -837051.687500 Penalty: 4336.000000
	Iteration 62Q: 3 clusters Score -837051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -837051.687500 Penalty: 4336.000000
	Iteration 63F: 3 clusters Score -837051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Entering Unmasked Estep 
Score: -7810298.000000 Penalty: 2705.349609
	Iteration 0F: 2 clusters Score -7810298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -7773615.000000 Penalty: 5410.699219
	Iteration 0F: 3 clusters Score -7773615 nChanged 25257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -7789394.000000 Penalty: 5410.699219
	Iteration 1F: 3 clusters Score -7789394 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -7793064.000000 Penalty: 5410.699219
	Iteration 2F: 3 clusters Score -7793064 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -7797801.500000 Penalty: 5410.699219
	Iteration 3F: 3 clusters Score -7797802 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7802813.500000 Penalty: 5410.699219
	Iteration 4F: 3 clusters Score -7802814 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -7806864.500000 Penalty: 5410.699219
	Iteration 5F: 3 clusters Score -7806864 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -7809471.500000 Penalty: 5410.699219
	Iteration 6F: 3 clusters Score -7809472 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -7810986.500000 Penalty: 5410.699219
	Iteration 7Q: 3 clusters Score -7810986 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -7812168.000000 Penalty: 5410.699219
	Iteration 8Q: 3 clusters Score -7812168 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -7813290.500000 Penalty: 5410.699219
	Iteration 9Q: 3 clusters Score -7813290 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7814225.000000 Penalty: 5410.699219
	Iteration 10Q: 3 clusters Score -7814225 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7814585.000000 Penalty: 5410.699219
	Iteration 11Q: 3 clusters Score -7814585 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7814761.000000 Penalty: 5410.699219
	Iteration 12Q: 3 clusters Score -7814761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7814844.000000 Penalty: 5410.699219
	Iteration 13Q: 3 clusters Score -7814844 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7814900.000000 Penalty: 5410.699219
	Iteration 14Q: 3 clusters Score -7814900 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7814933.000000 Penalty: 5410.699219
	Iteration 15Q: 3 clusters Score -7814933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -7814918.000000 Penalty: 5410.699219
	Iteration 16Q: 3 clusters Score -7814918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7814953.500000 Penalty: 5410.699219
	Iteration 17Q: 3 clusters Score -7814954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7814948.500000 Penalty: 5410.699219
	Iteration 18Q: 3 clusters Score -7814948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7814961.000000 Penalty: 5410.699219
	Iteration 19Q: 3 clusters Score -7814961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7814950.000000 Penalty: 5410.699219
	Iteration 20F: 3 clusters Score -7814950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7814961.000000 Penalty: 5410.699219
	Iteration 21Q: 3 clusters Score -7814961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7814955.500000 Penalty: 5410.699219
	Iteration 22Q: 3 clusters Score -7814956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7814960.500000 Penalty: 5410.699219
	Iteration 23Q: 3 clusters Score -7814960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7814954.500000 Penalty: 5410.699219
	Iteration 24Q: 3 clusters Score -7814954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7814958.000000 Penalty: 5410.699219
	Iteration 25Q: 3 clusters Score -7814958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7814956.500000 Penalty: 5410.699219
	Iteration 26Q: 3 clusters Score -7814956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7814959.000000 Penalty: 5410.699219
	Iteration 27Q: 3 clusters Score -7814959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7814953.500000 Penalty: 5410.699219
	Iteration 28Q: 3 clusters Score -7814954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7814952.500000 Penalty: 5410.699219
	Iteration 29Q: 3 clusters Score -7814952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7814958.500000 Penalty: 5410.699219
	Iteration 30Q: 3 clusters Score -7814958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7814965.000000 Penalty: 5410.699219
	Iteration 31Q: 3 clusters Score -7814965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7814964.000000 Penalty: 5410.699219
	Iteration 32Q: 3 clusters Score -7814964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7814956.000000 Penalty: 5410.699219
	Iteration 33Q: 3 clusters Score -7814956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7814968.500000 Penalty: 5410.699219
	Iteration 34Q: 3 clusters Score -7814968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7814966.500000 Penalty: 5410.699219
	Iteration 35Q: 3 clusters Score -7814966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7814961.000000 Penalty: 5410.699219
	Iteration 36Q: 3 clusters Score -7814961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7814961.000000 Penalty: 5410.699219
	Iteration 37F: 3 clusters Score -7814961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 212703 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Entering Unmasked Estep 
Score: -128856704.000000 Penalty: 78237.000000
Splitting cluster 7 changes total score from -128850152.000000 to -128856704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (43318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Entering Unmasked Estep 
Score: -6368909.000000 Penalty: 2647.728271
	Iteration 0F: 2 clusters Score -6368909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -6339910.000000 Penalty: 5295.456543
	Iteration 0F: 3 clusters Score -6339910 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6350883.000000 Penalty: 5295.456543
	Iteration 1F: 3 clusters Score -6350883 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6351556.500000 Penalty: 5295.456543
	Iteration 2Q: 3 clusters Score -6351556 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -6352280.500000 Penalty: 5295.456543
	Iteration 3Q: 3 clusters Score -6352280 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -6353326.500000 Penalty: 5295.456543
	Iteration 4Q: 3 clusters Score -6353326 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -6355022.000000 Penalty: 5295.456543
	Iteration 5F: 3 clusters Score -6355022 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6357445.500000 Penalty: 5295.456543
	Iteration 6F: 3 clusters Score -6357446 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -6360624.000000 Penalty: 5295.456543
	Iteration 7F: 3 clusters Score -6360624 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -6363867.500000 Penalty: 5295.456543
	Iteration 8F: 3 clusters Score -6363868 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -6366478.000000 Penalty: 5295.456543
	Iteration 9F: 3 clusters Score -6366478 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6367931.500000 Penalty: 5295.456543
	Iteration 10Q: 3 clusters Score -6367932 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6368543.000000 Penalty: 5295.456543
	Iteration 11Q: 3 clusters Score -6368543 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -6368798.500000 Penalty: 5295.456543
	Iteration 12Q: 3 clusters Score -6368798 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -6368906.000000 Penalty: 5295.456543
	Iteration 13Q: 3 clusters Score -6368906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -6368974.500000 Penalty: 5295.456543
	Iteration 14Q: 3 clusters Score -6368974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -6368983.500000 Penalty: 5295.456543
	Iteration 15Q: 3 clusters Score -6368984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -6369010.000000 Penalty: 5295.456543
	Iteration 16Q: 3 clusters Score -6369010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6369012.000000 Penalty: 5295.456543
	Iteration 17Q: 3 clusters Score -6369012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -6369042.000000 Penalty: 5295.456543
	Iteration 18Q: 3 clusters Score -6369042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6369048.500000 Penalty: 5295.456543
	Iteration 19Q: 3 clusters Score -6369048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -6369058.000000 Penalty: 5295.456543
	Iteration 20F: 3 clusters Score -6369058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6369046.000000 Penalty: 5295.456543
	Iteration 21Q: 3 clusters Score -6369046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6369053.500000 Penalty: 5295.456543
	Iteration 22Q: 3 clusters Score -6369054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6369072.000000 Penalty: 5295.456543
	Iteration 23Q: 3 clusters Score -6369072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -6369081.000000 Penalty: 5295.456543
	Iteration 24Q: 3 clusters Score -6369081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -6369089.000000 Penalty: 5295.456543
	Iteration 25Q: 3 clusters Score -6369089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -6369084.000000 Penalty: 5295.456543
	Iteration 26Q: 3 clusters Score -6369084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -6369090.000000 Penalty: 5295.456543
	Iteration 27Q: 3 clusters Score -6369090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -6369085.000000 Penalty: 5295.456543
	Iteration 28Q: 3 clusters Score -6369085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6369079.500000 Penalty: 5295.456543
	Iteration 29Q: 3 clusters Score -6369080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -6369087.000000 Penalty: 5295.456543
	Iteration 30Q: 3 clusters Score -6369087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -6369088.000000 Penalty: 5295.456543
	Iteration 31Q: 3 clusters Score -6369088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -6369085.500000 Penalty: 5295.456543
	Iteration 32Q: 3 clusters Score -6369086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -6369088.000000 Penalty: 5295.456543
	Iteration 33Q: 3 clusters Score -6369088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6369097.000000 Penalty: 5295.456543
	Iteration 34Q: 3 clusters Score -6369097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6369095.500000 Penalty: 5295.456543
	Iteration 35Q: 3 clusters Score -6369096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -6369098.500000 Penalty: 5295.456543
	Iteration 36Q: 3 clusters Score -6369098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -6369091.000000 Penalty: 5295.456543
	Iteration 37Q: 3 clusters Score -6369091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -6369086.000000 Penalty: 5295.456543
	Iteration 38Q: 3 clusters Score -6369086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6369088.500000 Penalty: 5295.456543
	Iteration 39Q: 3 clusters Score -6369088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -6369084.500000 Penalty: 5295.456543
	Iteration 40F: 3 clusters Score -6369084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -6369082.500000 Penalty: 5295.456543
	Iteration 41Q: 3 clusters Score -6369082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -6369087.500000 Penalty: 5295.456543
	Iteration 42Q: 3 clusters Score -6369088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -6369088.000000 Penalty: 5295.456543
	Iteration 43Q: 3 clusters Score -6369088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -6369101.000000 Penalty: 5295.456543
	Iteration 44Q: 3 clusters Score -6369101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -6369101.500000 Penalty: 5295.456543
	Iteration 45Q: 3 clusters Score -6369102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6369097.500000 Penalty: 5295.456543
	Iteration 46Q: 3 clusters Score -6369098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6369098.500000 Penalty: 5295.456543
	Iteration 47Q: 3 clusters Score -6369098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6369098.000000 Penalty: 5295.456543
	Iteration 48Q: 3 clusters Score -6369098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -6369106.500000 Penalty: 5295.456543
	Iteration 49Q: 3 clusters Score -6369106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -6369105.500000 Penalty: 5295.456543
	Iteration 50Q: 3 clusters Score -6369106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -6369105.500000 Penalty: 5295.456543
	Iteration 51Q: 3 clusters Score -6369106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -6369104.000000 Penalty: 5295.456543
	Iteration 52Q: 3 clusters Score -6369104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6369107.500000 Penalty: 5295.456543
	Iteration 53Q: 3 clusters Score -6369108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6369107.500000 Penalty: 5295.456543
	Iteration 54F: 3 clusters Score -6369108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 212703 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Entering Unmasked Estep 
Score: -128856672.000000 Penalty: 81638.609375
Splitting cluster 8 changes total score from -128850152.000000 to -128856672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -277228.625000 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -277228.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274819.218750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -274819.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -277210.562500 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -277210.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -278918.843750 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -278918.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -280222.125000 Penalty: 3848.980225
	Iteration 3F: 3 clusters Score -280222.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -280856.406250 Penalty: 3848.980225
	Iteration 4F: 3 clusters Score -280856.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -281108.906250 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -281108.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -281257.906250 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -281257.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -281340.781250 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -281340.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -281377.750000 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -281377.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -281448.812500 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -281448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -281474.312500 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -281474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281478.000000 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -281478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281481.031250 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -281481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -281481.937500 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -281481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281484.625000 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -281484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281486.718750 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -281486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -281488.156250 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -281488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -281488.437500 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -281488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -281567.375000 Penalty: 3848.980225
	Iteration 18F: 3 clusters Score -281567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -281803.125000 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -281803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -281932.156250 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -281932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -281934.812500 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -281934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -281937.281250 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -281937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -281938.187500 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -281938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -281939.718750 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -281939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -281939.718750 Penalty: 3848.980225
	Iteration 25F: 3 clusters Score -281939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 212703 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 1549 members 
Entering Unmasked Estep 
Score: -128859832.000000 Penalty: 85040.218750
Splitting cluster 9 changes total score from -128850152.000000 to -128859832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (212703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212703 members 
Entering Unmasked Estep 
Score: -31130170.000000 Penalty: 3042.377930
	Iteration 0F: 2 clusters Score -3.113017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -31010444.000000 Penalty: 6084.755859
	Iteration 0F: 3 clusters Score -3.101044e+07 nChanged 102595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -31071278.000000 Penalty: 6084.755859
	Iteration 1F: 3 clusters Score -3.107128e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -31073912.000000 Penalty: 6084.755859
	Iteration 2Q: 3 clusters Score -3.107391e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123409 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -31078892.000000 Penalty: 6084.755859
	Iteration 3Q: 3 clusters Score -3.107889e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -31086702.000000 Penalty: 6084.755859
	Iteration 4F: 3 clusters Score -3.10867e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -31096808.000000 Penalty: 6084.755859
	Iteration 5F: 3 clusters Score -3.109681e+07 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136563 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -31108016.000000 Penalty: 6084.755859
	Iteration 6F: 3 clusters Score -3.110802e+07 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -31117156.000000 Penalty: 6084.755859
	Iteration 7F: 3 clusters Score -3.111716e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -31122260.000000 Penalty: 6084.755859
	Iteration 8F: 3 clusters Score -3.112226e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130283 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -31124330.000000 Penalty: 6084.755859
	Iteration 9Q: 3 clusters Score -3.112433e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127276 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -31125320.000000 Penalty: 6084.755859
	Iteration 10Q: 3 clusters Score -3.112532e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124395 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -31126322.000000 Penalty: 6084.755859
	Iteration 11Q: 3 clusters Score -3.112632e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -31127142.000000 Penalty: 6084.755859
	Iteration 12Q: 3 clusters Score -3.112714e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -31128006.000000 Penalty: 6084.755859
	Iteration 13Q: 3 clusters Score -3.112801e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -31128922.000000 Penalty: 6084.755859
	Iteration 14Q: 3 clusters Score -3.112892e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -31129720.000000 Penalty: 6084.755859
	Iteration 15Q: 3 clusters Score -3.112972e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -31130486.000000 Penalty: 6084.755859
	Iteration 16Q: 3 clusters Score -3.113049e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -31131472.000000 Penalty: 6084.755859
	Iteration 17Q: 3 clusters Score -3.113147e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -31132372.000000 Penalty: 6084.755859
	Iteration 18Q: 3 clusters Score -3.113237e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -31133070.000000 Penalty: 6084.755859
	Iteration 19Q: 3 clusters Score -3.113307e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -31133758.000000 Penalty: 6084.755859
	Iteration 20F: 3 clusters Score -3.113376e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -31133984.000000 Penalty: 6084.755859
	Iteration 21Q: 3 clusters Score -3.113398e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 132403 members 
Entering Unmasked Estep 
Score: -31134256.000000 Penalty: 6084.755859
	Iteration 22Q: 3 clusters Score -3.113426e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 141301 members 
Entering Unmasked Estep 
Score: -31134038.000000 Penalty: 6084.755859
	Iteration 23Q: 3 clusters Score -3.113404e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -31134156.000000 Penalty: 6084.755859
	Iteration 24Q: 3 clusters Score -3.113416e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -31134264.000000 Penalty: 6084.755859
	Iteration 25Q: 3 clusters Score -3.113426e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -31134150.000000 Penalty: 6084.755859
	Iteration 26Q: 3 clusters Score -3.113415e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -31134212.000000 Penalty: 6084.755859
	Iteration 27Q: 3 clusters Score -3.113421e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 179292 members 
Entering Unmasked Estep 
Score: -31134008.000000 Penalty: 6084.755859
	Iteration 28Q: 3 clusters Score -3.113401e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 183567 members 
Entering Unmasked Estep 
Score: -31133096.000000 Penalty: 6084.755859
	Iteration 29Q: 3 clusters Score -3.11331e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -31132364.000000 Penalty: 6084.755859
	Iteration 30Q: 3 clusters Score -3.113236e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 188441 members 
Entering Unmasked Estep 
Score: -31132070.000000 Penalty: 6084.755859
	Iteration 31Q: 3 clusters Score -3.113207e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 189594 members 
Entering Unmasked Estep 
Score: -31132396.000000 Penalty: 6084.755859
	Iteration 32Q: 3 clusters Score -3.11324e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 190184 members 
Entering Unmasked Estep 
Score: -31132504.000000 Penalty: 6084.755859
	Iteration 33Q: 3 clusters Score -3.11325e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 190472 members 
Entering Unmasked Estep 
Score: -31132758.000000 Penalty: 6084.755859
	Iteration 34Q: 3 clusters Score -3.113276e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 190576 members 
Entering Unmasked Estep 
Score: -31132848.000000 Penalty: 6084.755859
	Iteration 35Q: 3 clusters Score -3.113285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -31132852.000000 Penalty: 6084.755859
	Iteration 36Q: 3 clusters Score -3.113285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 190619 members 
Entering Unmasked Estep 
Score: -31132840.000000 Penalty: 6084.755859
	Iteration 37Q: 3 clusters Score -3.113284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 190621 members 
Entering Unmasked Estep 
Score: -31132844.000000 Penalty: 6084.755859
	Iteration 38Q: 3 clusters Score -3.113284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -31132826.000000 Penalty: 6084.755859
	Iteration 39Q: 3 clusters Score -3.113283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 190624 members 
Entering Unmasked Estep 
Score: -31136174.000000 Penalty: 6084.755859
	Iteration 40F: 3 clusters Score -3.113617e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 196425 members 
Entering Unmasked Estep 
Score: -31137472.000000 Penalty: 6084.755859
	Iteration 41Q: 3 clusters Score -3.113747e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 200126 members 
Entering Unmasked Estep 
Score: -31136838.000000 Penalty: 6084.755859
	Iteration 42Q: 3 clusters Score -3.113684e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 202736 members 
Entering Unmasked Estep 
Score: -31135666.000000 Penalty: 6084.755859
	Iteration 43Q: 3 clusters Score -3.113567e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -31134798.000000 Penalty: 6084.755859
	Iteration 44Q: 3 clusters Score -3.11348e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 206067 members 
Entering Unmasked Estep 
Score: -31133940.000000 Penalty: 6084.755859
	Iteration 45Q: 3 clusters Score -3.113394e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 207155 members 
Entering Unmasked Estep 
Score: -31133228.000000 Penalty: 6084.755859
	Iteration 46Q: 3 clusters Score -3.113323e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 207968 members 
Entering Unmasked Estep 
Score: -31132758.000000 Penalty: 6084.755859
	Iteration 47Q: 3 clusters Score -3.113276e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 208584 members 
Entering Unmasked Estep 
Score: -31132322.000000 Penalty: 6084.755859
	Iteration 48Q: 3 clusters Score -3.113232e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 209038 members 
Entering Unmasked Estep 
Score: -31132228.000000 Penalty: 6084.755859
	Iteration 49Q: 3 clusters Score -3.113223e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 209377 members 
Entering Unmasked Estep 
Score: -31132020.000000 Penalty: 6084.755859
	Iteration 50Q: 3 clusters Score -3.113202e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 209633 members 
Entering Unmasked Estep 
Score: -31131856.000000 Penalty: 6084.755859
	Iteration 51Q: 3 clusters Score -3.113186e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 209825 members 
Entering Unmasked Estep 
Score: -31131890.000000 Penalty: 6084.755859
	Iteration 52Q: 3 clusters Score -3.113189e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 209959 members 
Entering Unmasked Estep 
Score: -31131956.000000 Penalty: 6084.755859
	Iteration 53Q: 3 clusters Score -3.113196e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 210035 members 
Entering Unmasked Estep 
Score: -31132164.000000 Penalty: 6084.755859
	Iteration 54Q: 3 clusters Score -3.113216e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 210039 members 
Entering Unmasked Estep 
Score: -31132444.000000 Penalty: 6084.755859
	Iteration 55Q: 3 clusters Score -3.113244e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 210018 members 
Entering Unmasked Estep 
Score: -31132666.000000 Penalty: 6084.755859
	Iteration 56Q: 3 clusters Score -3.113267e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 209948 members 
Entering Unmasked Estep 
Score: -31132926.000000 Penalty: 6084.755859
	Iteration 57Q: 3 clusters Score -3.113293e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -31133248.000000 Penalty: 6084.755859
	Iteration 58Q: 3 clusters Score -3.113325e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 209666 members 
Entering Unmasked Estep 
Score: -31133518.000000 Penalty: 6084.755859
	Iteration 59Q: 3 clusters Score -3.113352e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 209532 members 
Entering Unmasked Estep 
Score: -31133942.000000 Penalty: 6084.755859
	Iteration 60F: 3 clusters Score -3.113394e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 209248 members 
Entering Unmasked Estep 
Score: -31134380.000000 Penalty: 6084.755859
	Iteration 61Q: 3 clusters Score -3.113438e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 208925 members 
Entering Unmasked Estep 
Score: -31135008.000000 Penalty: 6084.755859
	Iteration 62Q: 3 clusters Score -3.113501e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 208549 members 
Entering Unmasked Estep 
Score: -31135622.000000 Penalty: 6084.755859
	Iteration 63Q: 3 clusters Score -3.113562e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 208108 members 
Entering Unmasked Estep 
Score: -31136302.000000 Penalty: 6084.755859
	Iteration 64Q: 3 clusters Score -3.11363e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 207675 members 
Entering Unmasked Estep 
Score: -31136854.000000 Penalty: 6084.755859
	Iteration 65Q: 3 clusters Score -3.113685e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 207231 members 
Entering Unmasked Estep 
Score: -31137524.000000 Penalty: 6084.755859
	Iteration 66Q: 3 clusters Score -3.113752e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 206843 members 
Entering Unmasked Estep 
Score: -31137938.000000 Penalty: 6084.755859
	Iteration 67Q: 3 clusters Score -3.113794e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 206548 members 
Entering Unmasked Estep 
Score: -31138232.000000 Penalty: 6084.755859
	Iteration 68Q: 3 clusters Score -3.113823e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 206296 members 
Entering Unmasked Estep 
Score: -31138434.000000 Penalty: 6084.755859
	Iteration 69Q: 3 clusters Score -3.113843e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 206111 members 
Entering Unmasked Estep 
Score: -31138680.000000 Penalty: 6084.755859
	Iteration 70Q: 3 clusters Score -3.113868e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 205943 members 
Entering Unmasked Estep 
Score: -31138842.000000 Penalty: 6084.755859
	Iteration 71Q: 3 clusters Score -3.113884e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -31138972.000000 Penalty: 6084.755859
	Iteration 72Q: 3 clusters Score -3.113897e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 205713 members 
Entering Unmasked Estep 
Score: -31139082.000000 Penalty: 6084.755859
	Iteration 73Q: 3 clusters Score -3.113908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 205647 members 
Entering Unmasked Estep 
Score: -31139142.000000 Penalty: 6084.755859
	Iteration 74Q: 3 clusters Score -3.113914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 205604 members 
Entering Unmasked Estep 
Score: -31139182.000000 Penalty: 6084.755859
	Iteration 75Q: 3 clusters Score -3.113918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 205553 members 
Entering Unmasked Estep 
Score: -31139270.000000 Penalty: 6084.755859
	Iteration 76Q: 3 clusters Score -3.113927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 205512 members 
Entering Unmasked Estep 
Score: -31139284.000000 Penalty: 6084.755859
	Iteration 77Q: 3 clusters Score -3.113928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 205489 members 
Entering Unmasked Estep 
Score: -31139330.000000 Penalty: 6084.755859
	Iteration 78Q: 3 clusters Score -3.113933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 205466 members 
Entering Unmasked Estep 
Score: -31139332.000000 Penalty: 6084.755859
	Iteration 79Q: 3 clusters Score -3.113933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 205443 members 
Entering Unmasked Estep 
Score: -31139624.000000 Penalty: 6084.755859
	Iteration 80F: 3 clusters Score -3.113962e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 205042 members 
Entering Unmasked Estep 
Score: -31140168.000000 Penalty: 6084.755859
	Iteration 81Q: 3 clusters Score -3.114017e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 204568 members 
Entering Unmasked Estep 
Score: -31140644.000000 Penalty: 6084.755859
	Iteration 82Q: 3 clusters Score -3.114064e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 204120 members 
Entering Unmasked Estep 
Score: -31141086.000000 Penalty: 6084.755859
	Iteration 83Q: 3 clusters Score -3.114109e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 203703 members 
Entering Unmasked Estep 
Score: -31141410.000000 Penalty: 6084.755859
	Iteration 84Q: 3 clusters Score -3.114141e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 203351 members 
Entering Unmasked Estep 
Score: -31141664.000000 Penalty: 6084.755859
	Iteration 85Q: 3 clusters Score -3.114166e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 203038 members 
Entering Unmasked Estep 
Score: -31141888.000000 Penalty: 6084.755859
	Iteration 86Q: 3 clusters Score -3.114189e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 202771 members 
Entering Unmasked Estep 
Score: -31142022.000000 Penalty: 6084.755859
	Iteration 87Q: 3 clusters Score -3.114202e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 202567 members 
Entering Unmasked Estep 
Score: -31142228.000000 Penalty: 6084.755859
	Iteration 88Q: 3 clusters Score -3.114223e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 202419 members 
Entering Unmasked Estep 
Score: -31142358.000000 Penalty: 6084.755859
	Iteration 89Q: 3 clusters Score -3.114236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 202301 members 
Entering Unmasked Estep 
Score: -31142412.000000 Penalty: 6084.755859
	Iteration 90Q: 3 clusters Score -3.114241e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
Score: -31142376.000000 Penalty: 6084.755859
	Iteration 91Q: 3 clusters Score -3.114238e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 202088 members 
Entering Unmasked Estep 
Score: -31142404.000000 Penalty: 6084.755859
	Iteration 92Q: 3 clusters Score -3.11424e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 202017 members 
Entering Unmasked Estep 
Score: -31142454.000000 Penalty: 6084.755859
	Iteration 93Q: 3 clusters Score -3.114245e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 201937 members 
Entering Unmasked Estep 
Score: -31142480.000000 Penalty: 6084.755859
	Iteration 94Q: 3 clusters Score -3.114248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 201878 members 
Entering Unmasked Estep 
Score: -31142530.000000 Penalty: 6084.755859
	Iteration 95Q: 3 clusters Score -3.114253e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 201829 members 
Entering Unmasked Estep 
Score: -31142544.000000 Penalty: 6084.755859
	Iteration 96Q: 3 clusters Score -3.114254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 201782 members 
Entering Unmasked Estep 
Score: -31142574.000000 Penalty: 6084.755859
	Iteration 97Q: 3 clusters Score -3.114257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 201746 members 
Entering Unmasked Estep 
Score: -31142580.000000 Penalty: 6084.755859
	Iteration 98Q: 3 clusters Score -3.114258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 201713 members 
Entering Unmasked Estep 
Score: -31142612.000000 Penalty: 6084.755859
	Iteration 99Q: 3 clusters Score -3.114261e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 201682 members 
Entering Unmasked Estep 
Score: -31142628.000000 Penalty: 6084.755859
	Iteration 100F: 3 clusters Score -3.114263e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 201652 members 
Entering Unmasked Estep 
Score: -31142654.000000 Penalty: 6084.755859
	Iteration 101Q: 3 clusters Score -3.114265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 201625 members 
Entering Unmasked Estep 
Score: -31142670.000000 Penalty: 6084.755859
	Iteration 102Q: 3 clusters Score -3.114267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 201602 members 
Entering Unmasked Estep 
Score: -31142666.000000 Penalty: 6084.755859
	Iteration 103Q: 3 clusters Score -3.114267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 201582 members 
Entering Unmasked Estep 
Score: -31142690.000000 Penalty: 6084.755859
	Iteration 104Q: 3 clusters Score -3.114269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -31142656.000000 Penalty: 6084.755859
	Iteration 105Q: 3 clusters Score -3.114266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 201550 members 
Entering Unmasked Estep 
Score: -31142688.000000 Penalty: 6084.755859
	Iteration 106Q: 3 clusters Score -3.114269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 201534 members 
Entering Unmasked Estep 
Score: -31142718.000000 Penalty: 6084.755859
	Iteration 107Q: 3 clusters Score -3.114272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 201521 members 
Entering Unmasked Estep 
Score: -31142726.000000 Penalty: 6084.755859
	Iteration 108Q: 3 clusters Score -3.114273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 201510 members 
Entering Unmasked Estep 
Score: -31142716.000000 Penalty: 6084.755859
	Iteration 109Q: 3 clusters Score -3.114272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 201506 members 
Entering Unmasked Estep 
Score: -31142704.000000 Penalty: 6084.755859
	Iteration 110Q: 3 clusters Score -3.11427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -31142698.000000 Penalty: 6084.755859
	Iteration 111Q: 3 clusters Score -3.11427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 201501 members 
Entering Unmasked Estep 
Score: -31142692.000000 Penalty: 6084.755859
	Iteration 112Q: 3 clusters Score -3.114269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 201496 members 
Entering Unmasked Estep 
Score: -31142712.000000 Penalty: 6084.755859
	Iteration 113Q: 3 clusters Score -3.114271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 201495 members 
Entering Unmasked Estep 
Score: -31142726.000000 Penalty: 6084.755859
	Iteration 114Q: 3 clusters Score -3.114273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 201494 members 
Entering Unmasked Estep 
Score: -31142720.000000 Penalty: 6084.755859
	Iteration 115Q: 3 clusters Score -3.114272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 201494 members 
Entering Unmasked Estep 
Score: -31142720.000000 Penalty: 6084.755859
	Iteration 116F: 3 clusters Score -3.114272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 125214 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 201494 members 
Entering Unmasked Estep 
Score: -128871912.000000 Penalty: 88441.828125
Splitting cluster 10 changes total score from -128850152.000000 to -128871912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (125214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Entering Unmasked Estep 
Score: -18390580.000000 Penalty: 2910.969238
	Iteration 0F: 2 clusters Score -1.839058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -18314614.000000 Penalty: 5821.938477
	Iteration 0F: 3 clusters Score -1.831461e+07 nChanged 59445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -18349380.000000 Penalty: 5821.938477
	Iteration 1F: 3 clusters Score -1.834938e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -18350744.000000 Penalty: 5821.938477
	Iteration 2Q: 3 clusters Score -1.835074e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -18352432.000000 Penalty: 5821.938477
	Iteration 3Q: 3 clusters Score -1.835243e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -18354844.000000 Penalty: 5821.938477
	Iteration 4Q: 3 clusters Score -1.835484e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -18358618.000000 Penalty: 5821.938477
	Iteration 5F: 3 clusters Score -1.835862e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -18364110.000000 Penalty: 5821.938477
	Iteration 6F: 3 clusters Score -1.836411e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -18371704.000000 Penalty: 5821.938477
	Iteration 7F: 3 clusters Score -1.83717e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -18380384.000000 Penalty: 5821.938477
	Iteration 8F: 3 clusters Score -1.838038e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -18387940.000000 Penalty: 5821.938477
	Iteration 9F: 3 clusters Score -1.838794e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -18392460.000000 Penalty: 5821.938477
	Iteration 10Q: 3 clusters Score -1.839246e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -18395484.000000 Penalty: 5821.938477
	Iteration 11Q: 3 clusters Score -1.839548e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -18397296.000000 Penalty: 5821.938477
	Iteration 12Q: 3 clusters Score -1.83973e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -18398510.000000 Penalty: 5821.938477
	Iteration 13Q: 3 clusters Score -1.839851e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -18399052.000000 Penalty: 5821.938477
	Iteration 14Q: 3 clusters Score -1.839905e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -18399310.000000 Penalty: 5821.938477
	Iteration 15Q: 3 clusters Score -1.839931e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -18399426.000000 Penalty: 5821.938477
	Iteration 16Q: 3 clusters Score -1.839943e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -18399462.000000 Penalty: 5821.938477
	Iteration 17Q: 3 clusters Score -1.839946e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -18399494.000000 Penalty: 5821.938477
	Iteration 18Q: 3 clusters Score -1.839949e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -18399450.000000 Penalty: 5821.938477
	Iteration 19Q: 3 clusters Score -1.839945e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -18399430.000000 Penalty: 5821.938477
	Iteration 20F: 3 clusters Score -1.839943e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -18399436.000000 Penalty: 5821.938477
	Iteration 21Q: 3 clusters Score -1.839944e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -18399450.000000 Penalty: 5821.938477
	Iteration 22Q: 3 clusters Score -1.839945e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -18399456.000000 Penalty: 5821.938477
	Iteration 23Q: 3 clusters Score -1.839946e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -18399432.000000 Penalty: 5821.938477
	Iteration 24Q: 3 clusters Score -1.839943e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -18399456.000000 Penalty: 5821.938477
	Iteration 25Q: 3 clusters Score -1.839946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -18399426.000000 Penalty: 5821.938477
	Iteration 26Q: 3 clusters Score -1.839943e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -18399450.000000 Penalty: 5821.938477
	Iteration 27Q: 3 clusters Score -1.839945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -18399440.000000 Penalty: 5821.938477
	Iteration 28Q: 3 clusters Score -1.839944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -18399448.000000 Penalty: 5821.938477
	Iteration 29Q: 3 clusters Score -1.839945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -18399418.000000 Penalty: 5821.938477
	Iteration 30Q: 3 clusters Score -1.839942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -18399422.000000 Penalty: 5821.938477
	Iteration 31Q: 3 clusters Score -1.839942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -18399416.000000 Penalty: 5821.938477
	Iteration 32Q: 3 clusters Score -1.839942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -18399428.000000 Penalty: 5821.938477
	Iteration 33Q: 3 clusters Score -1.839943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -18399436.000000 Penalty: 5821.938477
	Iteration 34Q: 3 clusters Score -1.839944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -18399436.000000 Penalty: 5821.938477
	Iteration 35Q: 3 clusters Score -1.839944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -18399434.000000 Penalty: 5821.938477
	Iteration 36Q: 3 clusters Score -1.839943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -18399418.000000 Penalty: 5821.938477
	Iteration 37Q: 3 clusters Score -1.839942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -18399406.000000 Penalty: 5821.938477
	Iteration 38Q: 3 clusters Score -1.839941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 39Q: 3 clusters Score -1.839941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -18399402.000000 Penalty: 5821.938477
	Iteration 40F: 3 clusters Score -1.83994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -18399410.000000 Penalty: 5821.938477
	Iteration 41Q: 3 clusters Score -1.839941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -18399418.000000 Penalty: 5821.938477
	Iteration 42Q: 3 clusters Score -1.839942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -18399416.000000 Penalty: 5821.938477
	Iteration 43Q: 3 clusters Score -1.839942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -18399412.000000 Penalty: 5821.938477
	Iteration 44Q: 3 clusters Score -1.839941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -18399412.000000 Penalty: 5821.938477
	Iteration 45Q: 3 clusters Score -1.839941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 46Q: 3 clusters Score -1.839941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 47Q: 3 clusters Score -1.839941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -18399412.000000 Penalty: 5821.938477
	Iteration 48Q: 3 clusters Score -1.839941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 49Q: 3 clusters Score -1.839941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -18399406.000000 Penalty: 5821.938477
	Iteration 50Q: 3 clusters Score -1.839941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 51Q: 3 clusters Score -1.839941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -18399408.000000 Penalty: 5821.938477
	Iteration 52F: 3 clusters Score -1.839941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 103265 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 201494 members 
Mstep: Class 27 contains 21949 members 
Entering Unmasked Estep 
Score: -128880624.000000 Penalty: 91843.437500
Splitting cluster 11 changes total score from -128850152.000000 to -128880624.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -554957.750000 Penalty: 2061.653076
	Iteration 0F: 2 clusters Score -554957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -551049.562500 Penalty: 4123.306152
	Iteration 0F: 3 clusters Score -551049.6 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -551998.000000 Penalty: 4123.306152
	Iteration 1F: 3 clusters Score -551998 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -552271.875000 Penalty: 4123.306152
	Iteration 2F: 3 clusters Score -552271.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -552446.437500 Penalty: 4123.306152
	Iteration 3F: 3 clusters Score -552446.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -552572.125000 Penalty: 4123.306152
	Iteration 4Q: 3 clusters Score -552572.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -552669.562500 Penalty: 4123.306152
	Iteration 5Q: 3 clusters Score -552669.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -552738.375000 Penalty: 4123.306152
	Iteration 6Q: 3 clusters Score -552738.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -552792.187500 Penalty: 4123.306152
	Iteration 7Q: 3 clusters Score -552792.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -552850.187500 Penalty: 4123.306152
	Iteration 8Q: 3 clusters Score -552850.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -552912.187500 Penalty: 4123.306152
	Iteration 9Q: 3 clusters Score -552912.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -552975.875000 Penalty: 4123.306152
	Iteration 10Q: 3 clusters Score -552975.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -553024.000000 Penalty: 4123.306152
	Iteration 11Q: 3 clusters Score -553024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -553072.375000 Penalty: 4123.306152
	Iteration 12Q: 3 clusters Score -553072.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -553126.812500 Penalty: 4123.306152
	Iteration 13Q: 3 clusters Score -553126.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -553178.687500 Penalty: 4123.306152
	Iteration 14Q: 3 clusters Score -553178.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -553222.937500 Penalty: 4123.306152
	Iteration 15Q: 3 clusters Score -553222.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -553260.937500 Penalty: 4123.306152
	Iteration 16Q: 3 clusters Score -553260.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -553298.437500 Penalty: 4123.306152
	Iteration 17Q: 3 clusters Score -553298.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -553323.812500 Penalty: 4123.306152
	Iteration 18Q: 3 clusters Score -553323.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -553340.812500 Penalty: 4123.306152
	Iteration 19Q: 3 clusters Score -553340.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -553349.750000 Penalty: 4123.306152
	Iteration 20F: 3 clusters Score -553349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -553362.312500 Penalty: 4123.306152
	Iteration 21Q: 3 clusters Score -553362.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -553374.500000 Penalty: 4123.306152
	Iteration 22Q: 3 clusters Score -553374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -553380.937500 Penalty: 4123.306152
	Iteration 23Q: 3 clusters Score -553380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -553388.625000 Penalty: 4123.306152
	Iteration 24Q: 3 clusters Score -553388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -553392.875000 Penalty: 4123.306152
	Iteration 25Q: 3 clusters Score -553392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -553394.625000 Penalty: 4123.306152
	Iteration 26Q: 3 clusters Score -553394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -553397.875000 Penalty: 4123.306152
	Iteration 27Q: 3 clusters Score -553397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -553401.750000 Penalty: 4123.306152
	Iteration 28Q: 3 clusters Score -553401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -553403.500000 Penalty: 4123.306152
	Iteration 29Q: 3 clusters Score -553403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -553406.000000 Penalty: 4123.306152
	Iteration 30Q: 3 clusters Score -553406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -553409.000000 Penalty: 4123.306152
	Iteration 31Q: 3 clusters Score -553409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -553412.062500 Penalty: 4123.306152
	Iteration 32Q: 3 clusters Score -553412.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -553418.750000 Penalty: 4123.306152
	Iteration 33Q: 3 clusters Score -553418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -553422.375000 Penalty: 4123.306152
	Iteration 34Q: 3 clusters Score -553422.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -553428.312500 Penalty: 4123.306152
	Iteration 35Q: 3 clusters Score -553428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -553432.875000 Penalty: 4123.306152
	Iteration 36Q: 3 clusters Score -553432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -553435.437500 Penalty: 4123.306152
	Iteration 37Q: 3 clusters Score -553435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -553436.875000 Penalty: 4123.306152
	Iteration 38Q: 3 clusters Score -553436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -553436.875000 Penalty: 4123.306152
	Iteration 39F: 3 clusters Score -553436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Entering Unmasked Estep 
Score: -6474434.000000 Penalty: 2651.816406
	Iteration 0F: 2 clusters Score -6474434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6444576.500000 Penalty: 5303.632812
	Iteration 0F: 3 clusters Score -6444576 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -6455740.500000 Penalty: 5303.632812
	Iteration 1F: 3 clusters Score -6455740 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6456359.500000 Penalty: 5303.632812
	Iteration 2Q: 3 clusters Score -6456360 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6457102.000000 Penalty: 5303.632812
	Iteration 3Q: 3 clusters Score -6457102 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6458024.500000 Penalty: 5303.632812
	Iteration 4Q: 3 clusters Score -6458024 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -6459273.000000 Penalty: 5303.632812
	Iteration 5F: 3 clusters Score -6459273 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -6461004.000000 Penalty: 5303.632812
	Iteration 6F: 3 clusters Score -6461004 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -6463365.500000 Penalty: 5303.632812
	Iteration 7F: 3 clusters Score -6463366 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -6466305.000000 Penalty: 5303.632812
	Iteration 8F: 3 clusters Score -6466305 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6468938.500000 Penalty: 5303.632812
	Iteration 9F: 3 clusters Score -6468938 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6470578.000000 Penalty: 5303.632812
	Iteration 10Q: 3 clusters Score -6470578 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6471358.000000 Penalty: 5303.632812
	Iteration 11Q: 3 clusters Score -6471358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6471719.500000 Penalty: 5303.632812
	Iteration 12Q: 3 clusters Score -6471720 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6471915.500000 Penalty: 5303.632812
	Iteration 13Q: 3 clusters Score -6471916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6472026.500000 Penalty: 5303.632812
	Iteration 14Q: 3 clusters Score -6472026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6472069.000000 Penalty: 5303.632812
	Iteration 15Q: 3 clusters Score -6472069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6472104.500000 Penalty: 5303.632812
	Iteration 16Q: 3 clusters Score -6472104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6472132.000000 Penalty: 5303.632812
	Iteration 17Q: 3 clusters Score -6472132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6472132.000000 Penalty: 5303.632812
	Iteration 18Q: 3 clusters Score -6472132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6472140.500000 Penalty: 5303.632812
	Iteration 19Q: 3 clusters Score -6472140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6472149.000000 Penalty: 5303.632812
	Iteration 20F: 3 clusters Score -6472149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6472157.000000 Penalty: 5303.632812
	Iteration 21Q: 3 clusters Score -6472157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6472158.500000 Penalty: 5303.632812
	Iteration 22Q: 3 clusters Score -6472158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6472165.500000 Penalty: 5303.632812
	Iteration 23Q: 3 clusters Score -6472166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6472173.500000 Penalty: 5303.632812
	Iteration 24Q: 3 clusters Score -6472174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6472177.500000 Penalty: 5303.632812
	Iteration 25Q: 3 clusters Score -6472178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6472183.000000 Penalty: 5303.632812
	Iteration 26Q: 3 clusters Score -6472183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6472187.000000 Penalty: 5303.632812
	Iteration 27Q: 3 clusters Score -6472187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6472187.000000 Penalty: 5303.632812
	Iteration 28F: 3 clusters Score -6472187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Entering Unmasked Estep 
Score: -5367600.500000 Penalty: 2614.793945
	Iteration 0F: 2 clusters Score -5367600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5341873.500000 Penalty: 5229.587891
	Iteration 0F: 3 clusters Score -5341874 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5351610.500000 Penalty: 5229.587891
	Iteration 1F: 3 clusters Score -5351610 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5352268.500000 Penalty: 5229.587891
	Iteration 2F: 3 clusters Score -5352268 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5352912.000000 Penalty: 5229.587891
	Iteration 3Q: 3 clusters Score -5352912 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5353619.500000 Penalty: 5229.587891
	Iteration 4Q: 3 clusters Score -5353620 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5354368.000000 Penalty: 5229.587891
	Iteration 5Q: 3 clusters Score -5354368 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5355203.000000 Penalty: 5229.587891
	Iteration 6Q: 3 clusters Score -5355203 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5356144.500000 Penalty: 5229.587891
	Iteration 7F: 3 clusters Score -5356144 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5357107.500000 Penalty: 5229.587891
	Iteration 8F: 3 clusters Score -5357108 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -5358071.500000 Penalty: 5229.587891
	Iteration 9Q: 3 clusters Score -5358072 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -5359004.500000 Penalty: 5229.587891
	Iteration 10Q: 3 clusters Score -5359004 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5359956.500000 Penalty: 5229.587891
	Iteration 11Q: 3 clusters Score -5359956 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5360852.500000 Penalty: 5229.587891
	Iteration 12Q: 3 clusters Score -5360852 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5361721.000000 Penalty: 5229.587891
	Iteration 13Q: 3 clusters Score -5361721 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5362554.500000 Penalty: 5229.587891
	Iteration 14Q: 3 clusters Score -5362554 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5363203.500000 Penalty: 5229.587891
	Iteration 15Q: 3 clusters Score -5363204 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5363718.500000 Penalty: 5229.587891
	Iteration 16Q: 3 clusters Score -5363718 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5364078.000000 Penalty: 5229.587891
	Iteration 17Q: 3 clusters Score -5364078 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5364405.500000 Penalty: 5229.587891
	Iteration 18Q: 3 clusters Score -5364406 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5364624.500000 Penalty: 5229.587891
	Iteration 19Q: 3 clusters Score -5364624 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5364809.000000 Penalty: 5229.587891
	Iteration 20F: 3 clusters Score -5364809 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5365011.500000 Penalty: 5229.587891
	Iteration 21Q: 3 clusters Score -5365012 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5365134.500000 Penalty: 5229.587891
	Iteration 22Q: 3 clusters Score -5365134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5365237.000000 Penalty: 5229.587891
	Iteration 23Q: 3 clusters Score -5365237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5365301.500000 Penalty: 5229.587891
	Iteration 24Q: 3 clusters Score -5365302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5365356.000000 Penalty: 5229.587891
	Iteration 25Q: 3 clusters Score -5365356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5365396.500000 Penalty: 5229.587891
	Iteration 26Q: 3 clusters Score -5365396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5365438.000000 Penalty: 5229.587891
	Iteration 27Q: 3 clusters Score -5365438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5365462.500000 Penalty: 5229.587891
	Iteration 28Q: 3 clusters Score -5365462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5365516.500000 Penalty: 5229.587891
	Iteration 29Q: 3 clusters Score -5365516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5365548.500000 Penalty: 5229.587891
	Iteration 30Q: 3 clusters Score -5365548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5365593.000000 Penalty: 5229.587891
	Iteration 31Q: 3 clusters Score -5365593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5365626.000000 Penalty: 5229.587891
	Iteration 32Q: 3 clusters Score -5365626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5365679.500000 Penalty: 5229.587891
	Iteration 33Q: 3 clusters Score -5365680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5365721.000000 Penalty: 5229.587891
	Iteration 34Q: 3 clusters Score -5365721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5365727.000000 Penalty: 5229.587891
	Iteration 35Q: 3 clusters Score -5365727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5365761.000000 Penalty: 5229.587891
	Iteration 36Q: 3 clusters Score -5365761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5365801.000000 Penalty: 5229.587891
	Iteration 37Q: 3 clusters Score -5365801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5365849.500000 Penalty: 5229.587891
	Iteration 38Q: 3 clusters Score -5365850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5365894.500000 Penalty: 5229.587891
	Iteration 39Q: 3 clusters Score -5365894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5366042.000000 Penalty: 5229.587891
	Iteration 40F: 3 clusters Score -5366042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5366211.500000 Penalty: 5229.587891
	Iteration 41Q: 3 clusters Score -5366212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5366365.500000 Penalty: 5229.587891
	Iteration 42Q: 3 clusters Score -5366366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5366553.000000 Penalty: 5229.587891
	Iteration 43Q: 3 clusters Score -5366553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5366797.000000 Penalty: 5229.587891
	Iteration 44Q: 3 clusters Score -5366797 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5367038.000000 Penalty: 5229.587891
	Iteration 45Q: 3 clusters Score -5367038 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5367251.500000 Penalty: 5229.587891
	Iteration 46Q: 3 clusters Score -5367252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5367460.500000 Penalty: 5229.587891
	Iteration 47Q: 3 clusters Score -5367460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5367665.000000 Penalty: 5229.587891
	Iteration 48Q: 3 clusters Score -5367665 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5367808.000000 Penalty: 5229.587891
	Iteration 49Q: 3 clusters Score -5367808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5367940.000000 Penalty: 5229.587891
	Iteration 50Q: 3 clusters Score -5367940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5368044.000000 Penalty: 5229.587891
	Iteration 51Q: 3 clusters Score -5368044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5368144.000000 Penalty: 5229.587891
	Iteration 52Q: 3 clusters Score -5368144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5368206.000000 Penalty: 5229.587891
	Iteration 53Q: 3 clusters Score -5368206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5368238.000000 Penalty: 5229.587891
	Iteration 54Q: 3 clusters Score -5368238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5368268.000000 Penalty: 5229.587891
	Iteration 55Q: 3 clusters Score -5368268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5368276.000000 Penalty: 5229.587891
	Iteration 56Q: 3 clusters Score -5368276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5368278.000000 Penalty: 5229.587891
	Iteration 57Q: 3 clusters Score -5368278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5368282.500000 Penalty: 5229.587891
	Iteration 58Q: 3 clusters Score -5368282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5368292.500000 Penalty: 5229.587891
	Iteration 59Q: 3 clusters Score -5368292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5368527.500000 Penalty: 5229.587891
	Iteration 60F: 3 clusters Score -5368528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5368707.000000 Penalty: 5229.587891
	Iteration 61Q: 3 clusters Score -5368707 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5368822.000000 Penalty: 5229.587891
	Iteration 62Q: 3 clusters Score -5368822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5368886.000000 Penalty: 5229.587891
	Iteration 63Q: 3 clusters Score -5368886 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5368961.500000 Penalty: 5229.587891
	Iteration 64Q: 3 clusters Score -5368962 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5369028.000000 Penalty: 5229.587891
	Iteration 65Q: 3 clusters Score -5369028 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5369107.500000 Penalty: 5229.587891
	Iteration 66Q: 3 clusters Score -5369108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5369140.000000 Penalty: 5229.587891
	Iteration 67Q: 3 clusters Score -5369140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5369201.500000 Penalty: 5229.587891
	Iteration 68Q: 3 clusters Score -5369202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5369269.000000 Penalty: 5229.587891
	Iteration 69Q: 3 clusters Score -5369269 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5369313.500000 Penalty: 5229.587891
	Iteration 70Q: 3 clusters Score -5369314 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -5369345.000000 Penalty: 5229.587891
	Iteration 71Q: 3 clusters Score -5369345 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5369417.000000 Penalty: 5229.587891
	Iteration 72Q: 3 clusters Score -5369417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5369464.000000 Penalty: 5229.587891
	Iteration 73Q: 3 clusters Score -5369464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5369529.500000 Penalty: 5229.587891
	Iteration 74Q: 3 clusters Score -5369530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5369591.000000 Penalty: 5229.587891
	Iteration 75Q: 3 clusters Score -5369591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -5369682.500000 Penalty: 5229.587891
	Iteration 76Q: 3 clusters Score -5369682 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -5369748.000000 Penalty: 5229.587891
	Iteration 77Q: 3 clusters Score -5369748 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5369825.000000 Penalty: 5229.587891
	Iteration 78Q: 3 clusters Score -5369825 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5369876.000000 Penalty: 5229.587891
	Iteration 79Q: 3 clusters Score -5369876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5369983.000000 Penalty: 5229.587891
	Iteration 80F: 3 clusters Score -5369983 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5370093.500000 Penalty: 5229.587891
	Iteration 81Q: 3 clusters Score -5370094 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5370202.500000 Penalty: 5229.587891
	Iteration 82Q: 3 clusters Score -5370202 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5370360.000000 Penalty: 5229.587891
	Iteration 83Q: 3 clusters Score -5370360 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5370473.500000 Penalty: 5229.587891
	Iteration 84Q: 3 clusters Score -5370474 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5370589.500000 Penalty: 5229.587891
	Iteration 85Q: 3 clusters Score -5370590 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5370690.500000 Penalty: 5229.587891
	Iteration 86Q: 3 clusters Score -5370690 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -5370837.000000 Penalty: 5229.587891
	Iteration 87Q: 3 clusters Score -5370837 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -5370944.000000 Penalty: 5229.587891
	Iteration 88Q: 3 clusters Score -5370944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5371034.500000 Penalty: 5229.587891
	Iteration 89Q: 3 clusters Score -5371034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -5371124.500000 Penalty: 5229.587891
	Iteration 90Q: 3 clusters Score -5371124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -5371221.500000 Penalty: 5229.587891
	Iteration 91Q: 3 clusters Score -5371222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5371242.500000 Penalty: 5229.587891
	Iteration 92Q: 3 clusters Score -5371242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5371296.000000 Penalty: 5229.587891
	Iteration 93Q: 3 clusters Score -5371296 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5371321.000000 Penalty: 5229.587891
	Iteration 94Q: 3 clusters Score -5371321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -5371361.000000 Penalty: 5229.587891
	Iteration 95Q: 3 clusters Score -5371361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5371366.000000 Penalty: 5229.587891
	Iteration 96Q: 3 clusters Score -5371366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -5371381.500000 Penalty: 5229.587891
	Iteration 97Q: 3 clusters Score -5371382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -5371392.500000 Penalty: 5229.587891
	Iteration 98Q: 3 clusters Score -5371392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5371387.500000 Penalty: 5229.587891
	Iteration 99Q: 3 clusters Score -5371388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5371391.500000 Penalty: 5229.587891
	Iteration 100F: 3 clusters Score -5371392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5371390.000000 Penalty: 5229.587891
	Iteration 101Q: 3 clusters Score -5371390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5371384.000000 Penalty: 5229.587891
	Iteration 102Q: 3 clusters Score -5371384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -5371395.500000 Penalty: 5229.587891
	Iteration 103Q: 3 clusters Score -5371396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -5371403.500000 Penalty: 5229.587891
	Iteration 104Q: 3 clusters Score -5371404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -5371400.500000 Penalty: 5229.587891
	Iteration 105Q: 3 clusters Score -5371400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5371394.000000 Penalty: 5229.587891
	Iteration 106Q: 3 clusters Score -5371394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5371394.000000 Penalty: 5229.587891
	Iteration 107Q: 3 clusters Score -5371394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5371394.500000 Penalty: 5229.587891
	Iteration 108Q: 3 clusters Score -5371394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -5371390.500000 Penalty: 5229.587891
	Iteration 109Q: 3 clusters Score -5371390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5371390.500000 Penalty: 5229.587891
	Iteration 110Q: 3 clusters Score -5371390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -5371388.000000 Penalty: 5229.587891
	Iteration 111Q: 3 clusters Score -5371388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -5371388.000000 Penalty: 5229.587891
	Iteration 112F: 3 clusters Score -5371388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 103265 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 26975 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 201494 members 
Mstep: Class 27 contains 21949 members 
Mstep: Class 28 contains 10956 members 
Entering Unmasked Estep 
Score: -128883768.000000 Penalty: 95245.046875
Splitting cluster 15 changes total score from -128850152.000000 to -128883768.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -2232606.000000 Penalty: 2396.709473
	Iteration 0F: 2 clusters Score -2232606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2221291.000000 Penalty: 4793.418945
	Iteration 0F: 3 clusters Score -2221291 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2224983.000000 Penalty: 4793.418945
	Iteration 1F: 3 clusters Score -2224983 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2225426.000000 Penalty: 4793.418945
	Iteration 2F: 3 clusters Score -2225426 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2225858.250000 Penalty: 4793.418945
	Iteration 3F: 3 clusters Score -2225858 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2226300.250000 Penalty: 4793.418945
	Iteration 4F: 3 clusters Score -2226300 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2226785.750000 Penalty: 4793.418945
	Iteration 5F: 3 clusters Score -2226786 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2227294.000000 Penalty: 4793.418945
	Iteration 6F: 3 clusters Score -2227294 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2227777.750000 Penalty: 4793.418945
	Iteration 7F: 3 clusters Score -2227778 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2228191.500000 Penalty: 4793.418945
	Iteration 8Q: 3 clusters Score -2228192 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2228491.250000 Penalty: 4793.418945
	Iteration 9Q: 3 clusters Score -2228491 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2228703.750000 Penalty: 4793.418945
	Iteration 10Q: 3 clusters Score -2228704 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2228890.500000 Penalty: 4793.418945
	Iteration 11Q: 3 clusters Score -2228890 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2229032.250000 Penalty: 4793.418945
	Iteration 12Q: 3 clusters Score -2229032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2229128.500000 Penalty: 4793.418945
	Iteration 13Q: 3 clusters Score -2229128 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2229198.000000 Penalty: 4793.418945
	Iteration 14Q: 3 clusters Score -2229198 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2229266.250000 Penalty: 4793.418945
	Iteration 15Q: 3 clusters Score -2229266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2229349.250000 Penalty: 4793.418945
	Iteration 16Q: 3 clusters Score -2229349 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2229407.250000 Penalty: 4793.418945
	Iteration 17Q: 3 clusters Score -2229407 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2229470.250000 Penalty: 4793.418945
	Iteration 18Q: 3 clusters Score -2229470 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2229547.500000 Penalty: 4793.418945
	Iteration 19Q: 3 clusters Score -2229548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2229613.000000 Penalty: 4793.418945
	Iteration 20F: 3 clusters Score -2229613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2229688.750000 Penalty: 4793.418945
	Iteration 21Q: 3 clusters Score -2229689 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2229775.500000 Penalty: 4793.418945
	Iteration 22Q: 3 clusters Score -2229776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2229839.250000 Penalty: 4793.418945
	Iteration 23Q: 3 clusters Score -2229839 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2229913.750000 Penalty: 4793.418945
	Iteration 24Q: 3 clusters Score -2229914 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2229983.250000 Penalty: 4793.418945
	Iteration 25Q: 3 clusters Score -2229983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2230077.000000 Penalty: 4793.418945
	Iteration 26Q: 3 clusters Score -2230077 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2230172.750000 Penalty: 4793.418945
	Iteration 27Q: 3 clusters Score -2230173 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2230272.000000 Penalty: 4793.418945
	Iteration 28Q: 3 clusters Score -2230272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2230371.000000 Penalty: 4793.418945
	Iteration 29Q: 3 clusters Score -2230371 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2230456.250000 Penalty: 4793.418945
	Iteration 30Q: 3 clusters Score -2230456 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2230524.500000 Penalty: 4793.418945
	Iteration 31Q: 3 clusters Score -2230524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2230609.250000 Penalty: 4793.418945
	Iteration 32Q: 3 clusters Score -2230609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2230671.250000 Penalty: 4793.418945
	Iteration 33Q: 3 clusters Score -2230671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2230708.000000 Penalty: 4793.418945
	Iteration 34Q: 3 clusters Score -2230708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2230753.750000 Penalty: 4793.418945
	Iteration 35Q: 3 clusters Score -2230754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2230808.250000 Penalty: 4793.418945
	Iteration 36Q: 3 clusters Score -2230808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2230842.250000 Penalty: 4793.418945
	Iteration 37Q: 3 clusters Score -2230842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2230880.250000 Penalty: 4793.418945
	Iteration 38Q: 3 clusters Score -2230880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2230905.250000 Penalty: 4793.418945
	Iteration 39Q: 3 clusters Score -2230905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2230935.000000 Penalty: 4793.418945
	Iteration 40F: 3 clusters Score -2230935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2230958.750000 Penalty: 4793.418945
	Iteration 41Q: 3 clusters Score -2230959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2230989.000000 Penalty: 4793.418945
	Iteration 42Q: 3 clusters Score -2230989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2231021.500000 Penalty: 4793.418945
	Iteration 43Q: 3 clusters Score -2231022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2231037.500000 Penalty: 4793.418945
	Iteration 44Q: 3 clusters Score -2231038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2231051.000000 Penalty: 4793.418945
	Iteration 45Q: 3 clusters Score -2231051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2231064.500000 Penalty: 4793.418945
	Iteration 46Q: 3 clusters Score -2231064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2231066.250000 Penalty: 4793.418945
	Iteration 47Q: 3 clusters Score -2231066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2231075.750000 Penalty: 4793.418945
	Iteration 48Q: 3 clusters Score -2231076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2231084.000000 Penalty: 4793.418945
	Iteration 49Q: 3 clusters Score -2231084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2231094.500000 Penalty: 4793.418945
	Iteration 50Q: 3 clusters Score -2231094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2231109.750000 Penalty: 4793.418945
	Iteration 51Q: 3 clusters Score -2231110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2231107.000000 Penalty: 4793.418945
	Iteration 52Q: 3 clusters Score -2231107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2231115.750000 Penalty: 4793.418945
	Iteration 53Q: 3 clusters Score -2231116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2231118.250000 Penalty: 4793.418945
	Iteration 54Q: 3 clusters Score -2231118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2231122.500000 Penalty: 4793.418945
	Iteration 55Q: 3 clusters Score -2231122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2231125.500000 Penalty: 4793.418945
	Iteration 56Q: 3 clusters Score -2231126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2231125.750000 Penalty: 4793.418945
	Iteration 57Q: 3 clusters Score -2231126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2231125.750000 Penalty: 4793.418945
	Iteration 58F: 3 clusters Score -2231126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -845023.937500 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -845023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -840032.437500 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -840032.4 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -841242.187500 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -841242.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -841486.500000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -841486.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -841635.937500 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -841635.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -841747.000000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -841747 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -841859.812500 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -841859.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -841958.500000 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -841958.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -842066.062500 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -842066.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -842188.250000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -842188.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -842327.312500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -842327.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -842466.500000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -842466.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -842612.187500 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -842612.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -842771.000000 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -842771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -842903.250000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -842903.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -843028.125000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -843028.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -843106.312500 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -843106.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -843161.312500 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -843161.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -843198.312500 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -843198.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -843219.062500 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -843219.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -843242.562500 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -843242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -843255.375000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -843255.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -843269.062500 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -843269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -843280.437500 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -843280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -843285.312500 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -843285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -843292.062500 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -843292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -843293.437500 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -843293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -843295.937500 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -843295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -843298.000000 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -843298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -843300.750000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -843300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -843302.562500 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -843302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -843302.625000 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -843302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -843302.625000 Penalty: 4302.231934
	Iteration 31F: 3 clusters Score -843302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Entering Unmasked Estep 
Score: -3789054.250000 Penalty: 2532.931152
	Iteration 0F: 2 clusters Score -3789054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3770280.500000 Penalty: 5065.862305
	Iteration 0F: 3 clusters Score -3770280 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3776980.750000 Penalty: 5065.862305
	Iteration 1F: 3 clusters Score -3776981 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3777683.250000 Penalty: 5065.862305
	Iteration 2F: 3 clusters Score -3777683 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3778272.250000 Penalty: 5065.862305
	Iteration 3F: 3 clusters Score -3778272 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3778799.500000 Penalty: 5065.862305
	Iteration 4Q: 3 clusters Score -3778800 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3779326.500000 Penalty: 5065.862305
	Iteration 5Q: 3 clusters Score -3779326 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3779799.500000 Penalty: 5065.862305
	Iteration 6Q: 3 clusters Score -3779800 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3780210.500000 Penalty: 5065.862305
	Iteration 7Q: 3 clusters Score -3780210 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3780637.000000 Penalty: 5065.862305
	Iteration 8Q: 3 clusters Score -3780637 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3781096.250000 Penalty: 5065.862305
	Iteration 9Q: 3 clusters Score -3781096 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3781690.500000 Penalty: 5065.862305
	Iteration 10Q: 3 clusters Score -3781690 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3782393.250000 Penalty: 5065.862305
	Iteration 11Q: 3 clusters Score -3782393 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3783078.750000 Penalty: 5065.862305
	Iteration 12Q: 3 clusters Score -3783079 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3783788.250000 Penalty: 5065.862305
	Iteration 13Q: 3 clusters Score -3783788 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3784529.250000 Penalty: 5065.862305
	Iteration 14Q: 3 clusters Score -3784529 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3785117.500000 Penalty: 5065.862305
	Iteration 15Q: 3 clusters Score -3785118 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3785615.250000 Penalty: 5065.862305
	Iteration 16Q: 3 clusters Score -3785615 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3785989.500000 Penalty: 5065.862305
	Iteration 17Q: 3 clusters Score -3785990 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3786307.000000 Penalty: 5065.862305
	Iteration 18Q: 3 clusters Score -3786307 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3786482.750000 Penalty: 5065.862305
	Iteration 19Q: 3 clusters Score -3786483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3786650.000000 Penalty: 5065.862305
	Iteration 20F: 3 clusters Score -3786650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3786764.500000 Penalty: 5065.862305
	Iteration 21Q: 3 clusters Score -3786764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3786845.750000 Penalty: 5065.862305
	Iteration 22Q: 3 clusters Score -3786846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3786918.250000 Penalty: 5065.862305
	Iteration 23Q: 3 clusters Score -3786918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3786979.000000 Penalty: 5065.862305
	Iteration 24Q: 3 clusters Score -3786979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3787043.250000 Penalty: 5065.862305
	Iteration 25Q: 3 clusters Score -3787043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3787104.500000 Penalty: 5065.862305
	Iteration 26Q: 3 clusters Score -3787104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3787144.250000 Penalty: 5065.862305
	Iteration 27Q: 3 clusters Score -3787144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3787193.250000 Penalty: 5065.862305
	Iteration 28Q: 3 clusters Score -3787193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3787252.000000 Penalty: 5065.862305
	Iteration 29Q: 3 clusters Score -3787252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3787296.750000 Penalty: 5065.862305
	Iteration 30Q: 3 clusters Score -3787297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3787347.500000 Penalty: 5065.862305
	Iteration 31Q: 3 clusters Score -3787348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3787390.000000 Penalty: 5065.862305
	Iteration 32Q: 3 clusters Score -3787390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3787428.500000 Penalty: 5065.862305
	Iteration 33Q: 3 clusters Score -3787428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3787468.250000 Penalty: 5065.862305
	Iteration 34Q: 3 clusters Score -3787468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3787489.250000 Penalty: 5065.862305
	Iteration 35Q: 3 clusters Score -3787489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3787500.750000 Penalty: 5065.862305
	Iteration 36Q: 3 clusters Score -3787501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3787519.000000 Penalty: 5065.862305
	Iteration 37Q: 3 clusters Score -3787519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3787532.500000 Penalty: 5065.862305
	Iteration 38Q: 3 clusters Score -3787532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3787546.500000 Penalty: 5065.862305
	Iteration 39Q: 3 clusters Score -3787546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3787570.750000 Penalty: 5065.862305
	Iteration 40F: 3 clusters Score -3787571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3787599.000000 Penalty: 5065.862305
	Iteration 41Q: 3 clusters Score -3787599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3787625.500000 Penalty: 5065.862305
	Iteration 42Q: 3 clusters Score -3787626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3787654.250000 Penalty: 5065.862305
	Iteration 43Q: 3 clusters Score -3787654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3787680.000000 Penalty: 5065.862305
	Iteration 44Q: 3 clusters Score -3787680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3787694.250000 Penalty: 5065.862305
	Iteration 45Q: 3 clusters Score -3787694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3787721.500000 Penalty: 5065.862305
	Iteration 46Q: 3 clusters Score -3787722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3787735.000000 Penalty: 5065.862305
	Iteration 47Q: 3 clusters Score -3787735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3787756.500000 Penalty: 5065.862305
	Iteration 48Q: 3 clusters Score -3787756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3787775.750000 Penalty: 5065.862305
	Iteration 49Q: 3 clusters Score -3787776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3787788.500000 Penalty: 5065.862305
	Iteration 50Q: 3 clusters Score -3787788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3787805.500000 Penalty: 5065.862305
	Iteration 51Q: 3 clusters Score -3787806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3787809.750000 Penalty: 5065.862305
	Iteration 52Q: 3 clusters Score -3787810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3787815.000000 Penalty: 5065.862305
	Iteration 53Q: 3 clusters Score -3787815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3787823.000000 Penalty: 5065.862305
	Iteration 54Q: 3 clusters Score -3787823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3787830.750000 Penalty: 5065.862305
	Iteration 55Q: 3 clusters Score -3787831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3787831.500000 Penalty: 5065.862305
	Iteration 56Q: 3 clusters Score -3787832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3787842.250000 Penalty: 5065.862305
	Iteration 57Q: 3 clusters Score -3787842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3787850.250000 Penalty: 5065.862305
	Iteration 58Q: 3 clusters Score -3787850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3787856.500000 Penalty: 5065.862305
	Iteration 59Q: 3 clusters Score -3787856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3787868.500000 Penalty: 5065.862305
	Iteration 60F: 3 clusters Score -3787868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3787864.250000 Penalty: 5065.862305
	Iteration 61Q: 3 clusters Score -3787864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3787870.750000 Penalty: 5065.862305
	Iteration 62Q: 3 clusters Score -3787871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3787886.250000 Penalty: 5065.862305
	Iteration 63Q: 3 clusters Score -3787886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3787901.500000 Penalty: 5065.862305
	Iteration 64Q: 3 clusters Score -3787902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3787913.500000 Penalty: 5065.862305
	Iteration 65Q: 3 clusters Score -3787914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3787917.250000 Penalty: 5065.862305
	Iteration 66Q: 3 clusters Score -3787917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3787925.750000 Penalty: 5065.862305
	Iteration 67Q: 3 clusters Score -3787926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3787939.750000 Penalty: 5065.862305
	Iteration 68Q: 3 clusters Score -3787940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3787944.750000 Penalty: 5065.862305
	Iteration 69Q: 3 clusters Score -3787945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3787946.250000 Penalty: 5065.862305
	Iteration 70Q: 3 clusters Score -3787946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3787951.250000 Penalty: 5065.862305
	Iteration 71Q: 3 clusters Score -3787951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3787948.500000 Penalty: 5065.862305
	Iteration 72Q: 3 clusters Score -3787948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3787950.750000 Penalty: 5065.862305
	Iteration 73Q: 3 clusters Score -3787951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3787952.750000 Penalty: 5065.862305
	Iteration 74Q: 3 clusters Score -3787953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3787947.250000 Penalty: 5065.862305
	Iteration 75Q: 3 clusters Score -3787947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3787950.000000 Penalty: 5065.862305
	Iteration 76Q: 3 clusters Score -3787950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3787950.000000 Penalty: 5065.862305
	Iteration 77Q: 3 clusters Score -3787950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3787948.000000 Penalty: 5065.862305
	Iteration 78Q: 3 clusters Score -3787948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3787951.000000 Penalty: 5065.862305
	Iteration 79Q: 3 clusters Score -3787951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3787953.750000 Penalty: 5065.862305
	Iteration 80F: 3 clusters Score -3787954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3787952.000000 Penalty: 5065.862305
	Iteration 81Q: 3 clusters Score -3787952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3787954.250000 Penalty: 5065.862305
	Iteration 82Q: 3 clusters Score -3787954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3787958.500000 Penalty: 5065.862305
	Iteration 83Q: 3 clusters Score -3787958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3787958.500000 Penalty: 5065.862305
	Iteration 84F: 3 clusters Score -3787958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -527441.187500 Penalty: 2058.715820
	Iteration 0F: 2 clusters Score -527441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -523475.500000 Penalty: 4117.431641
	Iteration 0F: 3 clusters Score -523475.5 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -524437.750000 Penalty: 4117.431641
	Iteration 1F: 3 clusters Score -524437.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -524736.375000 Penalty: 4117.431641
	Iteration 2F: 3 clusters Score -524736.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -524959.000000 Penalty: 4117.431641
	Iteration 3F: 3 clusters Score -524959 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -525099.187500 Penalty: 4117.431641
	Iteration 4Q: 3 clusters Score -525099.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -525205.562500 Penalty: 4117.431641
	Iteration 5Q: 3 clusters Score -525205.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -525340.750000 Penalty: 4117.431641
	Iteration 6Q: 3 clusters Score -525340.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -525480.812500 Penalty: 4117.431641
	Iteration 7Q: 3 clusters Score -525480.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -525719.562500 Penalty: 4117.431641
	Iteration 8Q: 3 clusters Score -525719.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -526117.000000 Penalty: 4117.431641
	Iteration 9F: 3 clusters Score -526117 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -526700.375000 Penalty: 4117.431641
	Iteration 10F: 3 clusters Score -526700.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -527286.500000 Penalty: 4117.431641
	Iteration 11F: 3 clusters Score -527286.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -527685.312500 Penalty: 4117.431641
	Iteration 12F: 3 clusters Score -527685.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -527946.562500 Penalty: 4117.431641
	Iteration 13Q: 3 clusters Score -527946.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -528095.562500 Penalty: 4117.431641
	Iteration 14Q: 3 clusters Score -528095.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -528156.000000 Penalty: 4117.431641
	Iteration 15Q: 3 clusters Score -528156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -528209.687500 Penalty: 4117.431641
	Iteration 16Q: 3 clusters Score -528209.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -528302.562500 Penalty: 4117.431641
	Iteration 17Q: 3 clusters Score -528302.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -528389.625000 Penalty: 4117.431641
	Iteration 18Q: 3 clusters Score -528389.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -528453.125000 Penalty: 4117.431641
	Iteration 19Q: 3 clusters Score -528453.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -528529.875000 Penalty: 4117.431641
	Iteration 20F: 3 clusters Score -528529.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -528601.562500 Penalty: 4117.431641
	Iteration 21Q: 3 clusters Score -528601.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -528629.875000 Penalty: 4117.431641
	Iteration 22Q: 3 clusters Score -528629.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -528641.000000 Penalty: 4117.431641
	Iteration 23Q: 3 clusters Score -528641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -528646.250000 Penalty: 4117.431641
	Iteration 24Q: 3 clusters Score -528646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -528648.062500 Penalty: 4117.431641
	Iteration 25Q: 3 clusters Score -528648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -528651.437500 Penalty: 4117.431641
	Iteration 26Q: 3 clusters Score -528651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -528657.250000 Penalty: 4117.431641
	Iteration 27Q: 3 clusters Score -528657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -528658.625000 Penalty: 4117.431641
	Iteration 28Q: 3 clusters Score -528658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -528660.562500 Penalty: 4117.431641
	Iteration 29Q: 3 clusters Score -528660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -528660.312500 Penalty: 4117.431641
	Iteration 30Q: 3 clusters Score -528660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -528662.062500 Penalty: 4117.431641
	Iteration 31Q: 3 clusters Score -528662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -528663.812500 Penalty: 4117.431641
	Iteration 32Q: 3 clusters Score -528663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -528664.375000 Penalty: 4117.431641
	Iteration 33Q: 3 clusters Score -528664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -528664.375000 Penalty: 4117.431641
	Iteration 34F: 3 clusters Score -528664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 103265 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 26975 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 201494 members 
Mstep: Class 27 contains 21949 members 
Mstep: Class 28 contains 10956 members 
Mstep: Class 29 contains 2291 members 
Entering Unmasked Estep 
Score: -128883632.000000 Penalty: 98646.656250
Splitting cluster 20 changes total score from -128850152.000000 to -128883632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (10708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Entering Unmasked Estep 
Score: -1357943.750000 Penalty: 2301.129150
	Iteration 0F: 2 clusters Score -1357944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1349852.000000 Penalty: 4602.258301
	Iteration 0F: 3 clusters Score -1349852 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1352340.750000 Penalty: 4602.258301
	Iteration 1F: 3 clusters Score -1352341 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1352774.625000 Penalty: 4602.258301
	Iteration 2F: 3 clusters Score -1352775 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1353170.000000 Penalty: 4602.258301
	Iteration 3F: 3 clusters Score -1353170 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1353543.500000 Penalty: 4602.258301
	Iteration 4F: 3 clusters Score -1353544 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1353916.250000 Penalty: 4602.258301
	Iteration 5F: 3 clusters Score -1353916 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1354225.000000 Penalty: 4602.258301
	Iteration 6Q: 3 clusters Score -1354225 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1354487.875000 Penalty: 4602.258301
	Iteration 7Q: 3 clusters Score -1354488 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1354727.250000 Penalty: 4602.258301
	Iteration 8Q: 3 clusters Score -1354727 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1355011.375000 Penalty: 4602.258301
	Iteration 9Q: 3 clusters Score -1355011 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1355266.500000 Penalty: 4602.258301
	Iteration 10Q: 3 clusters Score -1355266 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1355494.375000 Penalty: 4602.258301
	Iteration 11Q: 3 clusters Score -1355494 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1355699.250000 Penalty: 4602.258301
	Iteration 12Q: 3 clusters Score -1355699 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1355860.875000 Penalty: 4602.258301
	Iteration 13Q: 3 clusters Score -1355861 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1355991.750000 Penalty: 4602.258301
	Iteration 14Q: 3 clusters Score -1355992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1356119.375000 Penalty: 4602.258301
	Iteration 15Q: 3 clusters Score -1356119 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1356244.375000 Penalty: 4602.258301
	Iteration 16Q: 3 clusters Score -1356244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1356366.375000 Penalty: 4602.258301
	Iteration 17Q: 3 clusters Score -1356366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1356477.750000 Penalty: 4602.258301
	Iteration 18Q: 3 clusters Score -1356478 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1356556.875000 Penalty: 4602.258301
	Iteration 19Q: 3 clusters Score -1356557 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1356625.500000 Penalty: 4602.258301
	Iteration 20F: 3 clusters Score -1356626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1356675.125000 Penalty: 4602.258301
	Iteration 21Q: 3 clusters Score -1356675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1356714.500000 Penalty: 4602.258301
	Iteration 22Q: 3 clusters Score -1356714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1356750.625000 Penalty: 4602.258301
	Iteration 23Q: 3 clusters Score -1356751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1356772.750000 Penalty: 4602.258301
	Iteration 24Q: 3 clusters Score -1356773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1356797.875000 Penalty: 4602.258301
	Iteration 25Q: 3 clusters Score -1356798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1356815.625000 Penalty: 4602.258301
	Iteration 26Q: 3 clusters Score -1356816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1356823.375000 Penalty: 4602.258301
	Iteration 27Q: 3 clusters Score -1356823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1356834.625000 Penalty: 4602.258301
	Iteration 28Q: 3 clusters Score -1356835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1356839.875000 Penalty: 4602.258301
	Iteration 29Q: 3 clusters Score -1356840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1356845.000000 Penalty: 4602.258301
	Iteration 30Q: 3 clusters Score -1356845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1356852.250000 Penalty: 4602.258301
	Iteration 31Q: 3 clusters Score -1356852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1356855.500000 Penalty: 4602.258301
	Iteration 32Q: 3 clusters Score -1356856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1356860.125000 Penalty: 4602.258301
	Iteration 33Q: 3 clusters Score -1356860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1356863.625000 Penalty: 4602.258301
	Iteration 34Q: 3 clusters Score -1356864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1356869.125000 Penalty: 4602.258301
	Iteration 35Q: 3 clusters Score -1356869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1356871.250000 Penalty: 4602.258301
	Iteration 36Q: 3 clusters Score -1356871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1356874.750000 Penalty: 4602.258301
	Iteration 37Q: 3 clusters Score -1356875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1356877.000000 Penalty: 4602.258301
	Iteration 38Q: 3 clusters Score -1356877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1356881.250000 Penalty: 4602.258301
	Iteration 39Q: 3 clusters Score -1356881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1356882.125000 Penalty: 4602.258301
	Iteration 40F: 3 clusters Score -1356882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1356888.375000 Penalty: 4602.258301
	Iteration 41Q: 3 clusters Score -1356888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1356893.750000 Penalty: 4602.258301
	Iteration 42Q: 3 clusters Score -1356894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1356897.750000 Penalty: 4602.258301
	Iteration 43Q: 3 clusters Score -1356898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1356905.375000 Penalty: 4602.258301
	Iteration 44Q: 3 clusters Score -1356905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1356915.625000 Penalty: 4602.258301
	Iteration 45Q: 3 clusters Score -1356916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1356928.125000 Penalty: 4602.258301
	Iteration 46Q: 3 clusters Score -1356928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1356947.625000 Penalty: 4602.258301
	Iteration 47Q: 3 clusters Score -1356948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1356964.375000 Penalty: 4602.258301
	Iteration 48Q: 3 clusters Score -1356964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1356993.500000 Penalty: 4602.258301
	Iteration 49Q: 3 clusters Score -1356994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1357013.625000 Penalty: 4602.258301
	Iteration 50Q: 3 clusters Score -1357014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1357046.750000 Penalty: 4602.258301
	Iteration 51Q: 3 clusters Score -1357047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1357094.625000 Penalty: 4602.258301
	Iteration 52Q: 3 clusters Score -1357095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1357140.375000 Penalty: 4602.258301
	Iteration 53Q: 3 clusters Score -1357140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1357204.375000 Penalty: 4602.258301
	Iteration 54Q: 3 clusters Score -1357204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1357260.375000 Penalty: 4602.258301
	Iteration 55Q: 3 clusters Score -1357260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1357330.500000 Penalty: 4602.258301
	Iteration 56Q: 3 clusters Score -1357330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1357353.250000 Penalty: 4602.258301
	Iteration 57Q: 3 clusters Score -1357353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1357364.750000 Penalty: 4602.258301
	Iteration 58Q: 3 clusters Score -1357365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1357368.500000 Penalty: 4602.258301
	Iteration 59Q: 3 clusters Score -1357368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1357419.125000 Penalty: 4602.258301
	Iteration 60F: 3 clusters Score -1357419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1357471.500000 Penalty: 4602.258301
	Iteration 61Q: 3 clusters Score -1357472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1357506.500000 Penalty: 4602.258301
	Iteration 62Q: 3 clusters Score -1357506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1357529.250000 Penalty: 4602.258301
	Iteration 63Q: 3 clusters Score -1357529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1357547.250000 Penalty: 4602.258301
	Iteration 64Q: 3 clusters Score -1357547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1357565.500000 Penalty: 4602.258301
	Iteration 65Q: 3 clusters Score -1357566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1357575.750000 Penalty: 4602.258301
	Iteration 66Q: 3 clusters Score -1357576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1357594.875000 Penalty: 4602.258301
	Iteration 67Q: 3 clusters Score -1357595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1357605.500000 Penalty: 4602.258301
	Iteration 68Q: 3 clusters Score -1357606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1357609.750000 Penalty: 4602.258301
	Iteration 69Q: 3 clusters Score -1357610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1357612.125000 Penalty: 4602.258301
	Iteration 70Q: 3 clusters Score -1357612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1357610.750000 Penalty: 4602.258301
	Iteration 71Q: 3 clusters Score -1357611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1357614.500000 Penalty: 4602.258301
	Iteration 72Q: 3 clusters Score -1357614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1357616.625000 Penalty: 4602.258301
	Iteration 73Q: 3 clusters Score -1357617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1357619.125000 Penalty: 4602.258301
	Iteration 74Q: 3 clusters Score -1357619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1357621.000000 Penalty: 4602.258301
	Iteration 75Q: 3 clusters Score -1357621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1357622.750000 Penalty: 4602.258301
	Iteration 76Q: 3 clusters Score -1357623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1357624.000000 Penalty: 4602.258301
	Iteration 77F: 3 clusters Score -1357624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1357623.250000 Penalty: 4602.258301
	Iteration 78Q: 3 clusters Score -1357623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1357620.875000 Penalty: 4602.258301
	Iteration 79Q: 3 clusters Score -1357621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1357622.875000 Penalty: 4602.258301
	Iteration 80F: 3 clusters Score -1357623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Entering Unmasked Estep 
Score: -1139529.250000 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -1139529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1132671.500000 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -1132672 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1134616.875000 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -1134617 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1134887.000000 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -1134887 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1135069.625000 Penalty: 4494.730469
	Iteration 3Q: 3 clusters Score -1135070 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1135196.250000 Penalty: 4494.730469
	Iteration 4Q: 3 clusters Score -1135196 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1135299.500000 Penalty: 4494.730469
	Iteration 5Q: 3 clusters Score -1135300 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1135384.500000 Penalty: 4494.730469
	Iteration 6Q: 3 clusters Score -1135384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1135443.875000 Penalty: 4494.730469
	Iteration 7Q: 3 clusters Score -1135444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1135496.125000 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -1135496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1135551.500000 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -1135552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1135595.000000 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -1135595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1135633.750000 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -1135634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1135678.250000 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -1135678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1135718.875000 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -1135719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1135766.625000 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -1135767 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1135820.125000 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -1135820 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1135888.750000 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -1135889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1135988.125000 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -1135988 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1136141.250000 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -1136141 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1136334.625000 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -1136335 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1136549.000000 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -1136549 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1136782.875000 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -1136783 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1137002.625000 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -1137003 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1137210.000000 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -1137210 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1137360.375000 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -1137360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1137480.000000 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -1137480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1137580.000000 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -1137580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1137666.625000 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -1137667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1137728.125000 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -1137728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1137766.375000 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -1137766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1137797.500000 Penalty: 4494.730469
	Iteration 30Q: 3 clusters Score -1137798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1137820.125000 Penalty: 4494.730469
	Iteration 31Q: 3 clusters Score -1137820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1137836.500000 Penalty: 4494.730469
	Iteration 32Q: 3 clusters Score -1137836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1137853.750000 Penalty: 4494.730469
	Iteration 33Q: 3 clusters Score -1137854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1137871.375000 Penalty: 4494.730469
	Iteration 34Q: 3 clusters Score -1137871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1137880.125000 Penalty: 4494.730469
	Iteration 35Q: 3 clusters Score -1137880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1137893.375000 Penalty: 4494.730469
	Iteration 36Q: 3 clusters Score -1137893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1137900.875000 Penalty: 4494.730469
	Iteration 37Q: 3 clusters Score -1137901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1137904.625000 Penalty: 4494.730469
	Iteration 38Q: 3 clusters Score -1137905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1137905.875000 Penalty: 4494.730469
	Iteration 39Q: 3 clusters Score -1137906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1137908.500000 Penalty: 4494.730469
	Iteration 40F: 3 clusters Score -1137908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1137911.375000 Penalty: 4494.730469
	Iteration 41Q: 3 clusters Score -1137911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1137911.375000 Penalty: 4494.730469
	Iteration 42Q: 3 clusters Score -1137911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1137911.375000 Penalty: 4494.730469
	Iteration 43F: 3 clusters Score -1137911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39776 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 201384 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 51070 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 103265 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 15 contains 26975 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 8621 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 30 clusters Score -1.288953e+08 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39682 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 201748 members 
Mstep: Class 5 contains 52180 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 51857 members 
Mstep: Class 8 contains 33133 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 104119 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 44776 members 
Mstep: Class 15 contains 28681 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 5842 members 
Mstep: Class 19 contains 27654 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 10832 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 3563 members 
Mstep: Class 24 contains 10966 members 
Mstep: Class 25 contains 1546 members 
Mstep: Class 26 contains 194801 members 
Mstep: Class 27 contains 21743 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 30 clusters Score -1.289098e+08 nChanged 23445
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39504 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 199170 members 
Mstep: Class 5 contains 51481 members 
Mstep: Class 6 contains 6220 members 
Mstep: Class 7 contains 51114 members 
Mstep: Class 8 contains 33790 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 104187 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 44876 members 
Mstep: Class 15 contains 29398 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 27290 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 8848 members 
Mstep: Class 23 contains 3603 members 
Mstep: Class 24 contains 11500 members 
Mstep: Class 25 contains 1552 members 
Mstep: Class 26 contains 194265 members 
Mstep: Class 27 contains 23108 members 
Mstep: Class 28 contains 10496 members 
Mstep: Class 29 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 30 clusters Score -1.289174e+08 nChanged 15656
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39444 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 197027 members 
Mstep: Class 5 contains 50867 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 50381 members 
Mstep: Class 8 contains 34409 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 104494 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 44997 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 14694 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 27034 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 8951 members 
Mstep: Class 23 contains 3671 members 
Mstep: Class 24 contains 11788 members 
Mstep: Class 25 contains 1554 members 
Mstep: Class 26 contains 193616 members 
Mstep: Class 27 contains 24086 members 
Mstep: Class 28 contains 10445 members 
Mstep: Class 29 contains 2308 members 
Entering Unmasked Estep 
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Iteration 42Q: 30 clusters Score -1.289215e+08 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 195000 members 
Mstep: Class 5 contains 50365 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 49724 members 
Mstep: Class 8 contains 35002 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 11 contains 104940 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 45154 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 14415 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 26852 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 11110 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 3744 members 
Mstep: Class 24 contains 12020 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 192930 members 
Mstep: Class 27 contains 24812 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 30 clusters Score -1.289245e+08 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 193203 members 
Mstep: Class 5 contains 49917 members 
Mstep: Class 6 contains 6088 members 
Mstep: Class 7 contains 49132 members 
Mstep: Class 8 contains 35557 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 105376 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 45360 members 
Mstep: Class 15 contains 30584 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 14211 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 26707 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 11230 members 
Mstep: Class 22 contains 9072 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 1564 members 
Mstep: Class 26 contains 192103 members 
Mstep: Class 27 contains 25400 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 30 clusters Score -1.289259e+08 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39296 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 191607 members 
Mstep: Class 5 contains 49492 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 48624 members 
Mstep: Class 8 contains 36080 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 17083 members 
Mstep: Class 11 contains 105841 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 4799 members 
Mstep: Class 14 contains 45582 members 
Mstep: Class 15 contains 30848 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 14022 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 26583 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 11333 members 
Mstep: Class 22 contains 9131 members 
Mstep: Class 23 contains 3884 members 
Mstep: Class 24 contains 12307 members 
Mstep: Class 25 contains 1571 members 
Mstep: Class 26 contains 191267 members 
Mstep: Class 27 contains 25850 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 30 clusters Score -1.289277e+08 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39264 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 190298 members 
Mstep: Class 5 contains 49120 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 48156 members 
Mstep: Class 8 contains 36549 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 17797 members 
Mstep: Class 11 contains 106250 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 45756 members 
Mstep: Class 15 contains 31065 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 26509 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 21 contains 11415 members 
Mstep: Class 22 contains 9204 members 
Mstep: Class 23 contains 3944 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 1580 members 
Mstep: Class 26 contains 190309 members 
Mstep: Class 27 contains 26232 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929192.000000 Penalty: 98646.656250
Iteration 46Q: 30 clusters Score -1.289292e+08 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39241 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 189530 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 47794 members 
Mstep: Class 8 contains 36984 members 
Mstep: Class 9 contains 795 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 106728 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 45919 members 
Mstep: Class 15 contains 31216 members 
Mstep: Class 16 contains 9698 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 26463 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 11476 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 1591 members 
Mstep: Class 26 contains 188816 members 
Mstep: Class 27 contains 26583 members 
Mstep: Class 28 contains 10487 members 
Mstep: Class 29 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930544.000000 Penalty: 98646.656250
Iteration 47Q: 30 clusters Score -1.289305e+08 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39242 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 188986 members 
Mstep: Class 5 contains 48519 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 47472 members 
Mstep: Class 8 contains 37403 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 18991 members 
Mstep: Class 11 contains 107237 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 46061 members 
Mstep: Class 15 contains 31361 members 
Mstep: Class 16 contains 10178 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 26447 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 9350 members 
Mstep: Class 23 contains 4056 members 
Mstep: Class 24 contains 12785 members 
Mstep: Class 25 contains 1603 members 
Mstep: Class 26 contains 187160 members 
Mstep: Class 27 contains 26879 members 
Mstep: Class 28 contains 10501 members 
Mstep: Class 29 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931296.000000 Penalty: 98646.656250
Iteration 48Q: 30 clusters Score -1.289313e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39233 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 188577 members 
Mstep: Class 5 contains 48254 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 47173 members 
Mstep: Class 8 contains 37765 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 19504 members 
Mstep: Class 11 contains 107684 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 5072 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 31474 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 13529 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 26437 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 9428 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 12976 members 
Mstep: Class 25 contains 1611 members 
Mstep: Class 26 contains 185546 members 
Mstep: Class 27 contains 27152 members 
Mstep: Class 28 contains 10501 members 
Mstep: Class 29 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932288.000000 Penalty: 98646.656250
Iteration 49Q: 30 clusters Score -1.289323e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39214 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 188134 members 
Mstep: Class 5 contains 47975 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 46926 members 
Mstep: Class 8 contains 38076 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 19959 members 
Mstep: Class 11 contains 108112 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 46332 members 
Mstep: Class 15 contains 31546 members 
Mstep: Class 16 contains 11018 members 
Mstep: Class 17 contains 13454 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 26425 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 11595 members 
Mstep: Class 22 contains 9496 members 
Mstep: Class 23 contains 4145 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 184143 members 
Mstep: Class 27 contains 27377 members 
Mstep: Class 28 contains 10498 members 
Mstep: Class 29 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932976.000000 Penalty: 98646.656250
Iteration 50Q: 30 clusters Score -1.28933e+08 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39202 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 187736 members 
Mstep: Class 5 contains 47730 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 7 contains 46730 members 
Mstep: Class 8 contains 38373 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 20384 members 
Mstep: Class 11 contains 108467 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 46435 members 
Mstep: Class 15 contains 31610 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 13400 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 26429 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 182802 members 
Mstep: Class 27 contains 27547 members 
Mstep: Class 28 contains 10503 members 
Mstep: Class 29 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128934184.000000 Penalty: 98646.656250
Iteration 51Q: 30 clusters Score -1.289342e+08 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39212 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 187271 members 
Mstep: Class 5 contains 47483 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 46550 members 
Mstep: Class 8 contains 38695 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 20797 members 
Mstep: Class 11 contains 108764 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 15 contains 31631 members 
Mstep: Class 16 contains 11801 members 
Mstep: Class 17 contains 13387 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 11687 members 
Mstep: Class 22 contains 9599 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13650 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 181670 members 
Mstep: Class 27 contains 27692 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935176.000000 Penalty: 98646.656250
Iteration 52Q: 30 clusters Score -1.289352e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39205 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 186786 members 
Mstep: Class 5 contains 47257 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 46386 members 
Mstep: Class 8 contains 39013 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 21134 members 
Mstep: Class 11 contains 108961 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 46564 members 
Mstep: Class 15 contains 31672 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 26383 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 11725 members 
Mstep: Class 22 contains 9676 members 
Mstep: Class 23 contains 4208 members 
Mstep: Class 24 contains 13901 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 180704 members 
Mstep: Class 27 contains 27824 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936080.000000 Penalty: 98646.656250
Iteration 53Q: 30 clusters Score -1.289361e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39199 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 186222 members 
Mstep: Class 5 contains 47048 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 46265 members 
Mstep: Class 8 contains 39269 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 21457 members 
Mstep: Class 11 contains 109097 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 46625 members 
Mstep: Class 15 contains 31705 members 
Mstep: Class 16 contains 12555 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 26358 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 11760 members 
Mstep: Class 22 contains 9731 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 14178 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 179899 members 
Mstep: Class 27 contains 27944 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936048.000000 Penalty: 98646.656250
Iteration 54Q: 30 clusters Score -1.28936e+08 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39201 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 185529 members 
Mstep: Class 5 contains 46841 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 39519 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 21745 members 
Mstep: Class 11 contains 109251 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 31727 members 
Mstep: Class 16 contains 12937 members 
Mstep: Class 17 contains 13330 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 26336 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 11783 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 14478 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 179258 members 
Mstep: Class 27 contains 28049 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 2480 members 
Entering Unmasked Estep 
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Score: -128936720.000000 Penalty: 98646.656250
Iteration 55Q: 30 clusters Score -1.289367e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39196 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 184773 members 
Mstep: Class 5 contains 46639 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 46052 members 
Mstep: Class 8 contains 39758 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 22019 members 
Mstep: Class 11 contains 109347 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 46776 members 
Mstep: Class 15 contains 31755 members 
Mstep: Class 16 contains 13308 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 26315 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 9812 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 14780 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 178749 members 
Mstep: Class 27 contains 28152 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936480.000000 Penalty: 98646.656250
Iteration 56Q: 30 clusters Score -1.289365e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39199 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 183830 members 
Mstep: Class 5 contains 46462 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 45948 members 
Mstep: Class 8 contains 40011 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 22274 members 
Mstep: Class 11 contains 109498 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 14 contains 46848 members 
Mstep: Class 15 contains 31774 members 
Mstep: Class 16 contains 13658 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 26257 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 9875 members 
Mstep: Class 23 contains 4277 members 
Mstep: Class 24 contains 15126 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 178402 members 
Mstep: Class 27 contains 28220 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2488 members 
Entering Unmasked Estep 
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Score: -128936256.000000 Penalty: 98646.656250
Iteration 57Q: 30 clusters Score -1.289363e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39199 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 182829 members 
Mstep: Class 5 contains 46278 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 45872 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 22538 members 
Mstep: Class 11 contains 109646 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 14 contains 46942 members 
Mstep: Class 15 contains 31790 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 13294 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 9941 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 15504 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 178090 members 
Mstep: Class 27 contains 28290 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2487 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.289362e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39212 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 181711 members 
Mstep: Class 5 contains 46115 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 45813 members 
Mstep: Class 8 contains 40402 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 22764 members 
Mstep: Class 11 contains 109753 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 47058 members 
Mstep: Class 15 contains 31828 members 
Mstep: Class 16 contains 14332 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 26132 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 4305 members 
Mstep: Class 24 contains 15902 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 177891 members 
Mstep: Class 27 contains 28346 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2486 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -1.289359e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39218 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 180421 members 
Mstep: Class 5 contains 45928 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 45736 members 
Mstep: Class 8 contains 40636 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 22962 members 
Mstep: Class 11 contains 109906 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 47201 members 
Mstep: Class 15 contains 31849 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 26074 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 11858 members 
Mstep: Class 22 contains 10066 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 16286 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 177839 members 
Mstep: Class 27 contains 28408 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 30 clusters Score -1.28936e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39224 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 179097 members 
Mstep: Class 5 contains 45767 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 45675 members 
Mstep: Class 8 contains 40884 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 23162 members 
Mstep: Class 11 contains 110056 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 47355 members 
Mstep: Class 15 contains 31868 members 
Mstep: Class 16 contains 14995 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 25993 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 16674 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 177799 members 
Mstep: Class 27 contains 28445 members 
Mstep: Class 28 contains 10511 members 
Mstep: Class 29 contains 2476 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.289363e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39222 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 177821 members 
Mstep: Class 5 contains 45623 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 45637 members 
Mstep: Class 8 contains 41176 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 23366 members 
Mstep: Class 11 contains 110147 members 
Mstep: Class 12 contains 421 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 47447 members 
Mstep: Class 15 contains 31884 members 
Mstep: Class 16 contains 15320 members 
Mstep: Class 17 contains 13293 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 25883 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 10166 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 17080 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 177762 members 
Mstep: Class 27 contains 28486 members 
Mstep: Class 28 contains 10514 members 
Mstep: Class 29 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936208.000000 Penalty: 98646.656250
Iteration 62Q: 30 clusters Score -1.289362e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39220 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 176490 members 
Mstep: Class 5 contains 45497 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 45596 members 
Mstep: Class 8 contains 41475 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 23561 members 
Mstep: Class 11 contains 110203 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 5531 members 
Mstep: Class 14 contains 47502 members 
Mstep: Class 15 contains 31904 members 
Mstep: Class 16 contains 15642 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 25786 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 11938 members 
Mstep: Class 22 contains 10197 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 17471 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 177871 members 
Mstep: Class 27 contains 28522 members 
Mstep: Class 28 contains 10519 members 
Mstep: Class 29 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936096.000000 Penalty: 98646.656250
Iteration 63Q: 30 clusters Score -1.289361e+08 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39221 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 175013 members 
Mstep: Class 5 contains 45375 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 45553 members 
Mstep: Class 8 contains 41828 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 23746 members 
Mstep: Class 11 contains 110245 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 47619 members 
Mstep: Class 15 contains 31937 members 
Mstep: Class 16 contains 15947 members 
Mstep: Class 17 contains 13295 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 25676 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 10250 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 178079 members 
Mstep: Class 27 contains 28586 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936008.000000 Penalty: 98646.656250
Iteration 64Q: 30 clusters Score -1.28936e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39229 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 173472 members 
Mstep: Class 5 contains 45279 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 45499 members 
Mstep: Class 8 contains 42172 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 23939 members 
Mstep: Class 11 contains 110338 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 5586 members 
Mstep: Class 14 contains 47731 members 
Mstep: Class 15 contains 31963 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 25552 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 11948 members 
Mstep: Class 22 contains 10278 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 18158 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 178284 members 
Mstep: Class 27 contains 28678 members 
Mstep: Class 28 contains 10526 members 
Mstep: Class 29 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935936.000000 Penalty: 98646.656250
Iteration 65Q: 30 clusters Score -1.289359e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39240 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 171865 members 
Mstep: Class 5 contains 45184 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 45436 members 
Mstep: Class 8 contains 42587 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 24126 members 
Mstep: Class 11 contains 110439 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 47885 members 
Mstep: Class 15 contains 31978 members 
Mstep: Class 16 contains 16591 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 25428 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 11946 members 
Mstep: Class 22 contains 10293 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 18481 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 178536 members 
Mstep: Class 27 contains 28753 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935856.000000 Penalty: 98646.656250
Iteration 66Q: 30 clusters Score -1.289359e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39249 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 170208 members 
Mstep: Class 5 contains 45085 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 43038 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 24293 members 
Mstep: Class 11 contains 110510 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 48022 members 
Mstep: Class 15 contains 31989 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 25275 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 11951 members 
Mstep: Class 22 contains 10322 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 18760 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 178879 members 
Mstep: Class 27 contains 28861 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935984.000000 Penalty: 98646.656250
Iteration 67Q: 30 clusters Score -1.28936e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39256 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 168633 members 
Mstep: Class 5 contains 45020 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 45292 members 
Mstep: Class 8 contains 43444 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 110559 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 5638 members 
Mstep: Class 14 contains 48142 members 
Mstep: Class 15 contains 31997 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 25138 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 11943 members 
Mstep: Class 22 contains 10343 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 18994 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 179217 members 
Mstep: Class 27 contains 28962 members 
Mstep: Class 28 contains 10522 members 
Mstep: Class 29 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936040.000000 Penalty: 98646.656250
Iteration 68Q: 30 clusters Score -1.28936e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39267 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 166930 members 
Mstep: Class 5 contains 44967 members 
Mstep: Class 6 contains 5931 members 
Mstep: Class 7 contains 45225 members 
Mstep: Class 8 contains 43792 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 24664 members 
Mstep: Class 11 contains 110636 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 5661 members 
Mstep: Class 14 contains 48265 members 
Mstep: Class 15 contains 32010 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 13343 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 24980 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 11940 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 19222 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 179680 members 
Mstep: Class 27 contains 29099 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936080.000000 Penalty: 98646.656250
Iteration 69Q: 30 clusters Score -1.289361e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39283 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 165245 members 
Mstep: Class 5 contains 44905 members 
Mstep: Class 6 contains 5919 members 
Mstep: Class 7 contains 45158 members 
Mstep: Class 8 contains 44163 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 110746 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 48378 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 17960 members 
Mstep: Class 17 contains 13354 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 24836 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 19413 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 180094 members 
Mstep: Class 27 contains 29229 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 2511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935928.000000 Penalty: 98646.656250
Iteration 70Q: 30 clusters Score -1.289359e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39296 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 163579 members 
Mstep: Class 5 contains 44855 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 45094 members 
Mstep: Class 8 contains 44490 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25070 members 
Mstep: Class 11 contains 110867 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 48501 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 24696 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 11952 members 
Mstep: Class 22 contains 10388 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 19614 members 
Mstep: Class 25 contains 1612 members 
Mstep: Class 26 contains 180532 members 
Mstep: Class 27 contains 29371 members 
Mstep: Class 28 contains 10517 members 
Mstep: Class 29 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935584.000000 Penalty: 98646.656250
Iteration 71Q: 30 clusters Score -1.289356e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39313 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 161953 members 
Mstep: Class 5 contains 44803 members 
Mstep: Class 6 contains 5885 members 
Mstep: Class 7 contains 45042 members 
Mstep: Class 8 contains 44779 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25256 members 
Mstep: Class 11 contains 111005 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 48660 members 
Mstep: Class 15 contains 32027 members 
Mstep: Class 16 contains 18553 members 
Mstep: Class 17 contains 13394 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 11956 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 19828 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 180956 members 
Mstep: Class 27 contains 29496 members 
Mstep: Class 28 contains 10519 members 
Mstep: Class 29 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935488.000000 Penalty: 98646.656250
Iteration 72Q: 30 clusters Score -1.289355e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39323 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 160447 members 
Mstep: Class 5 contains 44752 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 44993 members 
Mstep: Class 8 contains 45054 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25434 members 
Mstep: Class 11 contains 111125 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 48811 members 
Mstep: Class 15 contains 32044 members 
Mstep: Class 16 contains 18851 members 
Mstep: Class 17 contains 13392 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 24394 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 11962 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 20008 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 181310 members 
Mstep: Class 27 contains 29628 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935480.000000 Penalty: 98646.656250
Iteration 73Q: 30 clusters Score -1.289355e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39329 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 159052 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 44948 members 
Mstep: Class 8 contains 45283 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25586 members 
Mstep: Class 11 contains 111261 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 48932 members 
Mstep: Class 15 contains 32057 members 
Mstep: Class 16 contains 19169 members 
Mstep: Class 17 contains 13399 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 24267 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 11947 members 
Mstep: Class 22 contains 10439 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 20181 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 181596 members 
Mstep: Class 27 contains 29766 members 
Mstep: Class 28 contains 10523 members 
Mstep: Class 29 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 30 clusters Score -1.289352e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 157710 members 
Mstep: Class 5 contains 44683 members 
Mstep: Class 6 contains 5823 members 
Mstep: Class 7 contains 44895 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25727 members 
Mstep: Class 11 contains 111359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 5767 members 
Mstep: Class 14 contains 49104 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 19488 members 
Mstep: Class 17 contains 13407 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 24164 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 20338 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 181867 members 
Mstep: Class 27 contains 29879 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 30 clusters Score -1.289351e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 156469 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 44849 members 
Mstep: Class 8 contains 45708 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25833 members 
Mstep: Class 11 contains 111437 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 49248 members 
Mstep: Class 15 contains 32071 members 
Mstep: Class 16 contains 19839 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 24060 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 10445 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 20495 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182126 members 
Mstep: Class 27 contains 30001 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935160.000000 Penalty: 98646.656250
Iteration 76Q: 30 clusters Score -1.289352e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 155267 members 
Mstep: Class 5 contains 44627 members 
Mstep: Class 6 contains 5804 members 
Mstep: Class 7 contains 44814 members 
Mstep: Class 8 contains 45910 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 25956 members 
Mstep: Class 11 contains 111536 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 49385 members 
Mstep: Class 15 contains 32078 members 
Mstep: Class 16 contains 20184 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 23971 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 11937 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 20629 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182326 members 
Mstep: Class 27 contains 30114 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935272.000000 Penalty: 98646.656250
Iteration 77Q: 30 clusters Score -1.289353e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39352 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 154064 members 
Mstep: Class 5 contains 44613 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 44799 members 
Mstep: Class 8 contains 46125 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 111598 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 49544 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 20545 members 
Mstep: Class 17 contains 13416 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 23888 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 11920 members 
Mstep: Class 22 contains 10451 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 20738 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182513 members 
Mstep: Class 27 contains 30216 members 
Mstep: Class 28 contains 10532 members 
Mstep: Class 29 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935216.000000 Penalty: 98646.656250
Iteration 78Q: 30 clusters Score -1.289352e+08 nChanged 2800
Entering ConstructFrom: 
Score: -128935216.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -95604.835938 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -95604.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93970.000000 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -93970 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94773.406250 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -94773.41 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -95491.843750 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -95491.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -95988.531250 Penalty: 3373.987793
	Iteration 3F: 3 clusters Score -95988.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -96180.296875 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -96180.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -96200.531250 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -96200.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -96208.289062 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -96208.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -96208.289062 Penalty: 3373.987793
	Iteration 7F: 3 clusters Score -96208.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 26210 members 
Mstep: Class 11 contains 111653 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182693 members 
Mstep: Class 27 contains 30319 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 121 members 
Entering Unmasked Estep 
Score: -128933904.000000 Penalty: 102048.265625
Splitting cluster 1 changes total score from -128935216.000000 to -128933904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Entering Unmasked Estep 
Score: -5641516.000000 Penalty: 2623.946289
	Iteration 0F: 2 clusters Score -5641516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5614912.000000 Penalty: 5247.892578
	Iteration 0F: 3 clusters Score -5614912 nChanged 17920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5624680.000000 Penalty: 5247.892578
	Iteration 1F: 3 clusters Score -5624680 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5625054.000000 Penalty: 5247.892578
	Iteration 2Q: 3 clusters Score -5625054 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5625426.000000 Penalty: 5247.892578
	Iteration 3Q: 3 clusters Score -5625426 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5625840.000000 Penalty: 5247.892578
	Iteration 4Q: 3 clusters Score -5625840 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5626387.500000 Penalty: 5247.892578
	Iteration 5Q: 3 clusters Score -5626388 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -5627265.000000 Penalty: 5247.892578
	Iteration 6Q: 3 clusters Score -5627265 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5628587.000000 Penalty: 5247.892578
	Iteration 7F: 3 clusters Score -5628587 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5630544.500000 Penalty: 5247.892578
	Iteration 8F: 3 clusters Score -5630544 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5633050.500000 Penalty: 5247.892578
	Iteration 9F: 3 clusters Score -5633050 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5635427.000000 Penalty: 5247.892578
	Iteration 10F: 3 clusters Score -5635427 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5637233.000000 Penalty: 5247.892578
	Iteration 11Q: 3 clusters Score -5637233 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5638438.500000 Penalty: 5247.892578
	Iteration 12Q: 3 clusters Score -5638438 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5639172.000000 Penalty: 5247.892578
	Iteration 13Q: 3 clusters Score -5639172 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5639662.500000 Penalty: 5247.892578
	Iteration 14Q: 3 clusters Score -5639662 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5639988.000000 Penalty: 5247.892578
	Iteration 15Q: 3 clusters Score -5639988 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5640214.500000 Penalty: 5247.892578
	Iteration 16Q: 3 clusters Score -5640214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5640321.500000 Penalty: 5247.892578
	Iteration 17Q: 3 clusters Score -5640322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5640396.000000 Penalty: 5247.892578
	Iteration 18Q: 3 clusters Score -5640396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5640437.000000 Penalty: 5247.892578
	Iteration 19Q: 3 clusters Score -5640437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5640480.500000 Penalty: 5247.892578
	Iteration 20F: 3 clusters Score -5640480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5640500.000000 Penalty: 5247.892578
	Iteration 21Q: 3 clusters Score -5640500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5640506.500000 Penalty: 5247.892578
	Iteration 22Q: 3 clusters Score -5640506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5640526.500000 Penalty: 5247.892578
	Iteration 23Q: 3 clusters Score -5640526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5640535.000000 Penalty: 5247.892578
	Iteration 24Q: 3 clusters Score -5640535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5640546.500000 Penalty: 5247.892578
	Iteration 25Q: 3 clusters Score -5640546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -5640543.500000 Penalty: 5247.892578
	Iteration 26Q: 3 clusters Score -5640544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5640548.000000 Penalty: 5247.892578
	Iteration 27Q: 3 clusters Score -5640548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5640552.500000 Penalty: 5247.892578
	Iteration 28Q: 3 clusters Score -5640552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5640562.000000 Penalty: 5247.892578
	Iteration 29Q: 3 clusters Score -5640562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5640566.500000 Penalty: 5247.892578
	Iteration 30Q: 3 clusters Score -5640566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -5640569.500000 Penalty: 5247.892578
	Iteration 31Q: 3 clusters Score -5640570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5640570.500000 Penalty: 5247.892578
	Iteration 32Q: 3 clusters Score -5640570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5640579.000000 Penalty: 5247.892578
	Iteration 33Q: 3 clusters Score -5640579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5640578.000000 Penalty: 5247.892578
	Iteration 34Q: 3 clusters Score -5640578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5640589.500000 Penalty: 5247.892578
	Iteration 35Q: 3 clusters Score -5640590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5640589.000000 Penalty: 5247.892578
	Iteration 36Q: 3 clusters Score -5640589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5640586.500000 Penalty: 5247.892578
	Iteration 37Q: 3 clusters Score -5640586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5640588.500000 Penalty: 5247.892578
	Iteration 38Q: 3 clusters Score -5640588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5640592.000000 Penalty: 5247.892578
	Iteration 39Q: 3 clusters Score -5640592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5640589.000000 Penalty: 5247.892578
	Iteration 40F: 3 clusters Score -5640589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -5640589.000000 Penalty: 5247.892578
	Iteration 41Q: 3 clusters Score -5640589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5640593.000000 Penalty: 5247.892578
	Iteration 42Q: 3 clusters Score -5640593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5640594.000000 Penalty: 5247.892578
	Iteration 43Q: 3 clusters Score -5640594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5640597.000000 Penalty: 5247.892578
	Iteration 44Q: 3 clusters Score -5640597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5640596.500000 Penalty: 5247.892578
	Iteration 45Q: 3 clusters Score -5640596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -5640590.000000 Penalty: 5247.892578
	Iteration 46Q: 3 clusters Score -5640590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5640592.500000 Penalty: 5247.892578
	Iteration 47Q: 3 clusters Score -5640592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5640593.500000 Penalty: 5247.892578
	Iteration 48Q: 3 clusters Score -5640594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5640593.500000 Penalty: 5247.892578
	Iteration 49F: 3 clusters Score -5640594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -351348.656250 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -351348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -348422.875000 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -348422.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349108.281250 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -349108.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -349944.812500 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -349944.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350701.812500 Penalty: 3867.048828
	Iteration 3F: 3 clusters Score -350701.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -351166.531250 Penalty: 3867.048828
	Iteration 4F: 3 clusters Score -351166.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -351459.156250 Penalty: 3867.048828
	Iteration 5F: 3 clusters Score -351459.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -351680.187500 Penalty: 3867.048828
	Iteration 6F: 3 clusters Score -351680.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -351818.312500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -351818.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -351860.531250 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -351860.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -351885.781250 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -351885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -351894.718750 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -351894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -351897.125000 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -351897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -351898.781250 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -351898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -351898.781250 Penalty: 3867.048828
	Iteration 13F: 3 clusters Score -351898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 26210 members 
Mstep: Class 11 contains 111653 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182693 members 
Mstep: Class 27 contains 30319 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 2173 members 
Entering Unmasked Estep 
Score: -128934016.000000 Penalty: 102048.265625
Splitting cluster 3 changes total score from -128935216.000000 to -128934016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (152879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Entering Unmasked Estep 
Score: -22408856.000000 Penalty: 2960.475586
	Iteration 0F: 2 clusters Score -2.240886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -22310762.000000 Penalty: 5920.951172
	Iteration 0F: 3 clusters Score -2.231076e+07 nChanged 73119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -22353394.000000 Penalty: 5920.951172
	Iteration 1F: 3 clusters Score -2.235339e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -22355112.000000 Penalty: 5920.951172
	Iteration 2Q: 3 clusters Score -2.235511e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -22358270.000000 Penalty: 5920.951172
	Iteration 3Q: 3 clusters Score -2.235827e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -22363760.000000 Penalty: 5920.951172
	Iteration 4F: 3 clusters Score -2.236376e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -22372034.000000 Penalty: 5920.951172
	Iteration 5F: 3 clusters Score -2.237203e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -22383080.000000 Penalty: 5920.951172
	Iteration 6F: 3 clusters Score -2.238308e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -22393536.000000 Penalty: 5920.951172
	Iteration 7F: 3 clusters Score -2.239354e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137918 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -22400866.000000 Penalty: 5920.951172
	Iteration 8F: 3 clusters Score -2.240087e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -22404096.000000 Penalty: 5920.951172
	Iteration 9Q: 3 clusters Score -2.24041e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -22405444.000000 Penalty: 5920.951172
	Iteration 10Q: 3 clusters Score -2.240544e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -22405986.000000 Penalty: 5920.951172
	Iteration 11Q: 3 clusters Score -2.240599e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148042 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -22406202.000000 Penalty: 5920.951172
	Iteration 12Q: 3 clusters Score -2.24062e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -22406336.000000 Penalty: 5920.951172
	Iteration 13Q: 3 clusters Score -2.240634e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -22406474.000000 Penalty: 5920.951172
	Iteration 14Q: 3 clusters Score -2.240647e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22406498.000000 Penalty: 5920.951172
	Iteration 15Q: 3 clusters Score -2.24065e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22406494.000000 Penalty: 5920.951172
	Iteration 16Q: 3 clusters Score -2.240649e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151115 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22406516.000000 Penalty: 5920.951172
	Iteration 17Q: 3 clusters Score -2.240652e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151370 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22406568.000000 Penalty: 5920.951172
	Iteration 18Q: 3 clusters Score -2.240657e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22406542.000000 Penalty: 5920.951172
	Iteration 19Q: 3 clusters Score -2.240654e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22406568.000000 Penalty: 5920.951172
	Iteration 20F: 3 clusters Score -2.240657e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22406518.000000 Penalty: 5920.951172
	Iteration 21Q: 3 clusters Score -2.240652e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151897 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22406524.000000 Penalty: 5920.951172
	Iteration 22Q: 3 clusters Score -2.240652e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22406554.000000 Penalty: 5920.951172
	Iteration 23Q: 3 clusters Score -2.240655e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22406548.000000 Penalty: 5920.951172
	Iteration 24Q: 3 clusters Score -2.240655e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22406556.000000 Penalty: 5920.951172
	Iteration 25Q: 3 clusters Score -2.240656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22406562.000000 Penalty: 5920.951172
	Iteration 26Q: 3 clusters Score -2.240656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22406566.000000 Penalty: 5920.951172
	Iteration 27Q: 3 clusters Score -2.240657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -22406540.000000 Penalty: 5920.951172
	Iteration 28Q: 3 clusters Score -2.240654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22406536.000000 Penalty: 5920.951172
	Iteration 29Q: 3 clusters Score -2.240654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22406544.000000 Penalty: 5920.951172
	Iteration 30Q: 3 clusters Score -2.240654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22406546.000000 Penalty: 5920.951172
	Iteration 31Q: 3 clusters Score -2.240655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22406540.000000 Penalty: 5920.951172
	Iteration 32Q: 3 clusters Score -2.240654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -22406530.000000 Penalty: 5920.951172
	Iteration 33Q: 3 clusters Score -2.240653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22406538.000000 Penalty: 5920.951172
	Iteration 34Q: 3 clusters Score -2.240654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22406536.000000 Penalty: 5920.951172
	Iteration 35Q: 3 clusters Score -2.240654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22406548.000000 Penalty: 5920.951172
	Iteration 36Q: 3 clusters Score -2.240655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22406544.000000 Penalty: 5920.951172
	Iteration 37Q: 3 clusters Score -2.240654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22406548.000000 Penalty: 5920.951172
	Iteration 38Q: 3 clusters Score -2.240655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22406548.000000 Penalty: 5920.951172
	Iteration 39F: 3 clusters Score -2.240655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Entering Unmasked Estep 
Score: -6291546.500000 Penalty: 2654.955566
	Iteration 0F: 2 clusters Score -6291546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -6261366.500000 Penalty: 5309.911133
	Iteration 0F: 3 clusters Score -6261366 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -6273539.500000 Penalty: 5309.911133
	Iteration 1F: 3 clusters Score -6273540 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6275015.500000 Penalty: 5309.911133
	Iteration 2F: 3 clusters Score -6275016 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6277303.000000 Penalty: 5309.911133
	Iteration 3F: 3 clusters Score -6277303 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -6280207.000000 Penalty: 5309.911133
	Iteration 4F: 3 clusters Score -6280207 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -6283212.500000 Penalty: 5309.911133
	Iteration 5F: 3 clusters Score -6283212 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6285689.500000 Penalty: 5309.911133
	Iteration 6F: 3 clusters Score -6285690 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -6287418.500000 Penalty: 5309.911133
	Iteration 7Q: 3 clusters Score -6287418 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -6288374.000000 Penalty: 5309.911133
	Iteration 8Q: 3 clusters Score -6288374 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -6288865.000000 Penalty: 5309.911133
	Iteration 9Q: 3 clusters Score -6288865 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -6289129.000000 Penalty: 5309.911133
	Iteration 10Q: 3 clusters Score -6289129 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -6289299.500000 Penalty: 5309.911133
	Iteration 11Q: 3 clusters Score -6289300 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -6289426.500000 Penalty: 5309.911133
	Iteration 12Q: 3 clusters Score -6289426 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -6289466.000000 Penalty: 5309.911133
	Iteration 13Q: 3 clusters Score -6289466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -6289516.500000 Penalty: 5309.911133
	Iteration 14Q: 3 clusters Score -6289516 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -6289575.500000 Penalty: 5309.911133
	Iteration 15Q: 3 clusters Score -6289576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -6289645.000000 Penalty: 5309.911133
	Iteration 16Q: 3 clusters Score -6289645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6289686.500000 Penalty: 5309.911133
	Iteration 17Q: 3 clusters Score -6289686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -6289703.500000 Penalty: 5309.911133
	Iteration 18Q: 3 clusters Score -6289704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -6289716.000000 Penalty: 5309.911133
	Iteration 19Q: 3 clusters Score -6289716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -6289716.500000 Penalty: 5309.911133
	Iteration 20F: 3 clusters Score -6289716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -6289736.000000 Penalty: 5309.911133
	Iteration 21Q: 3 clusters Score -6289736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6289769.000000 Penalty: 5309.911133
	Iteration 22Q: 3 clusters Score -6289769 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6289792.000000 Penalty: 5309.911133
	Iteration 23Q: 3 clusters Score -6289792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6289800.000000 Penalty: 5309.911133
	Iteration 24Q: 3 clusters Score -6289800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6289822.500000 Penalty: 5309.911133
	Iteration 25Q: 3 clusters Score -6289822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -6289812.500000 Penalty: 5309.911133
	Iteration 26Q: 3 clusters Score -6289812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -6289819.500000 Penalty: 5309.911133
	Iteration 27Q: 3 clusters Score -6289820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -6289823.500000 Penalty: 5309.911133
	Iteration 28Q: 3 clusters Score -6289824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6289821.500000 Penalty: 5309.911133
	Iteration 29Q: 3 clusters Score -6289822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -6289823.000000 Penalty: 5309.911133
	Iteration 30Q: 3 clusters Score -6289823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6289832.500000 Penalty: 5309.911133
	Iteration 31Q: 3 clusters Score -6289832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -6289832.000000 Penalty: 5309.911133
	Iteration 32Q: 3 clusters Score -6289832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -6289838.500000 Penalty: 5309.911133
	Iteration 33Q: 3 clusters Score -6289838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6289837.000000 Penalty: 5309.911133
	Iteration 34Q: 3 clusters Score -6289837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -6289852.000000 Penalty: 5309.911133
	Iteration 35Q: 3 clusters Score -6289852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -6289872.500000 Penalty: 5309.911133
	Iteration 36Q: 3 clusters Score -6289872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -6289884.000000 Penalty: 5309.911133
	Iteration 37Q: 3 clusters Score -6289884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -6289885.500000 Penalty: 5309.911133
	Iteration 38Q: 3 clusters Score -6289886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6289894.000000 Penalty: 5309.911133
	Iteration 39Q: 3 clusters Score -6289894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6289895.500000 Penalty: 5309.911133
	Iteration 40F: 3 clusters Score -6289896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -6289901.000000 Penalty: 5309.911133
	Iteration 41Q: 3 clusters Score -6289901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6289907.000000 Penalty: 5309.911133
	Iteration 42Q: 3 clusters Score -6289907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -6289904.500000 Penalty: 5309.911133
	Iteration 43Q: 3 clusters Score -6289904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -6289899.500000 Penalty: 5309.911133
	Iteration 44Q: 3 clusters Score -6289900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6289894.500000 Penalty: 5309.911133
	Iteration 45Q: 3 clusters Score -6289894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6289912.500000 Penalty: 5309.911133
	Iteration 46Q: 3 clusters Score -6289912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -6289921.500000 Penalty: 5309.911133
	Iteration 47Q: 3 clusters Score -6289922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -6289931.000000 Penalty: 5309.911133
	Iteration 48Q: 3 clusters Score -6289931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -6289922.500000 Penalty: 5309.911133
	Iteration 49Q: 3 clusters Score -6289922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6289928.500000 Penalty: 5309.911133
	Iteration 50Q: 3 clusters Score -6289928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -6289930.000000 Penalty: 5309.911133
	Iteration 51Q: 3 clusters Score -6289930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -6289931.000000 Penalty: 5309.911133
	Iteration 52Q: 3 clusters Score -6289931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -6289936.000000 Penalty: 5309.911133
	Iteration 53Q: 3 clusters Score -6289936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -6289929.500000 Penalty: 5309.911133
	Iteration 54Q: 3 clusters Score -6289930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -6289931.500000 Penalty: 5309.911133
	Iteration 55Q: 3 clusters Score -6289932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -6289939.500000 Penalty: 5309.911133
	Iteration 56Q: 3 clusters Score -6289940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -6289943.000000 Penalty: 5309.911133
	Iteration 57Q: 3 clusters Score -6289943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6289933.000000 Penalty: 5309.911133
	Iteration 58Q: 3 clusters Score -6289933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6289936.500000 Penalty: 5309.911133
	Iteration 59Q: 3 clusters Score -6289936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -6289945.500000 Penalty: 5309.911133
	Iteration 60F: 3 clusters Score -6289946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -6289951.500000 Penalty: 5309.911133
	Iteration 61Q: 3 clusters Score -6289952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -6289949.000000 Penalty: 5309.911133
	Iteration 62Q: 3 clusters Score -6289949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -6289943.500000 Penalty: 5309.911133
	Iteration 63Q: 3 clusters Score -6289944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -6289954.500000 Penalty: 5309.911133
	Iteration 64Q: 3 clusters Score -6289954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -6289953.500000 Penalty: 5309.911133
	Iteration 65Q: 3 clusters Score -6289954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -6289951.000000 Penalty: 5309.911133
	Iteration 66Q: 3 clusters Score -6289951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -6289955.000000 Penalty: 5309.911133
	Iteration 67Q: 3 clusters Score -6289955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -6289952.000000 Penalty: 5309.911133
	Iteration 68Q: 3 clusters Score -6289952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -6289953.000000 Penalty: 5309.911133
	Iteration 69Q: 3 clusters Score -6289953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -6289949.500000 Penalty: 5309.911133
	Iteration 70Q: 3 clusters Score -6289950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -6289951.500000 Penalty: 5309.911133
	Iteration 71Q: 3 clusters Score -6289952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -6289943.000000 Penalty: 5309.911133
	Iteration 72Q: 3 clusters Score -6289943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -6289944.500000 Penalty: 5309.911133
	Iteration 73Q: 3 clusters Score -6289944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -6289936.000000 Penalty: 5309.911133
	Iteration 74Q: 3 clusters Score -6289936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -6289941.000000 Penalty: 5309.911133
	Iteration 75Q: 3 clusters Score -6289941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -6289939.500000 Penalty: 5309.911133
	Iteration 76Q: 3 clusters Score -6289940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6289940.000000 Penalty: 5309.911133
	Iteration 77Q: 3 clusters Score -6289940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -6289937.500000 Penalty: 5309.911133
	Iteration 78Q: 3 clusters Score -6289938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -6289937.500000 Penalty: 5309.911133
	Iteration 79F: 3 clusters Score -6289938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -773795.687500 Penalty: 2148.943848
	Iteration 0F: 2 clusters Score -773795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -768792.500000 Penalty: 4297.887695
	Iteration 0F: 3 clusters Score -768792.5 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -770107.187500 Penalty: 4297.887695
	Iteration 1F: 3 clusters Score -770107.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -770440.312500 Penalty: 4297.887695
	Iteration 2F: 3 clusters Score -770440.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -770712.812500 Penalty: 4297.887695
	Iteration 3F: 3 clusters Score -770712.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -770928.750000 Penalty: 4297.887695
	Iteration 4F: 3 clusters Score -770928.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -771078.437500 Penalty: 4297.887695
	Iteration 5Q: 3 clusters Score -771078.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -771193.500000 Penalty: 4297.887695
	Iteration 6Q: 3 clusters Score -771193.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -771294.750000 Penalty: 4297.887695
	Iteration 7Q: 3 clusters Score -771294.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -771368.312500 Penalty: 4297.887695
	Iteration 8Q: 3 clusters Score -771368.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -771420.500000 Penalty: 4297.887695
	Iteration 9Q: 3 clusters Score -771420.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -771459.875000 Penalty: 4297.887695
	Iteration 10Q: 3 clusters Score -771459.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -771488.937500 Penalty: 4297.887695
	Iteration 11Q: 3 clusters Score -771488.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -771512.812500 Penalty: 4297.887695
	Iteration 12Q: 3 clusters Score -771512.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -771539.625000 Penalty: 4297.887695
	Iteration 13Q: 3 clusters Score -771539.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -771562.375000 Penalty: 4297.887695
	Iteration 14Q: 3 clusters Score -771562.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -771580.875000 Penalty: 4297.887695
	Iteration 15Q: 3 clusters Score -771580.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -771596.875000 Penalty: 4297.887695
	Iteration 16Q: 3 clusters Score -771596.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -771615.625000 Penalty: 4297.887695
	Iteration 17Q: 3 clusters Score -771615.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -771630.437500 Penalty: 4297.887695
	Iteration 18Q: 3 clusters Score -771630.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -771647.000000 Penalty: 4297.887695
	Iteration 19Q: 3 clusters Score -771647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -771664.000000 Penalty: 4297.887695
	Iteration 20F: 3 clusters Score -771664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -771682.375000 Penalty: 4297.887695
	Iteration 21Q: 3 clusters Score -771682.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -771701.125000 Penalty: 4297.887695
	Iteration 22Q: 3 clusters Score -771701.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -771715.500000 Penalty: 4297.887695
	Iteration 23Q: 3 clusters Score -771715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -771730.187500 Penalty: 4297.887695
	Iteration 24Q: 3 clusters Score -771730.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -771742.250000 Penalty: 4297.887695
	Iteration 25Q: 3 clusters Score -771742.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -771752.250000 Penalty: 4297.887695
	Iteration 26Q: 3 clusters Score -771752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -771762.187500 Penalty: 4297.887695
	Iteration 27Q: 3 clusters Score -771762.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -771771.875000 Penalty: 4297.887695
	Iteration 28Q: 3 clusters Score -771771.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -771781.812500 Penalty: 4297.887695
	Iteration 29Q: 3 clusters Score -771781.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -771786.812500 Penalty: 4297.887695
	Iteration 30Q: 3 clusters Score -771786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -771791.125000 Penalty: 4297.887695
	Iteration 31Q: 3 clusters Score -771791.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -771797.000000 Penalty: 4297.887695
	Iteration 32Q: 3 clusters Score -771797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -771798.500000 Penalty: 4297.887695
	Iteration 33Q: 3 clusters Score -771798.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -771801.375000 Penalty: 4297.887695
	Iteration 34Q: 3 clusters Score -771801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -771802.375000 Penalty: 4297.887695
	Iteration 35Q: 3 clusters Score -771802.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -771807.312500 Penalty: 4297.887695
	Iteration 36Q: 3 clusters Score -771807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -771806.250000 Penalty: 4297.887695
	Iteration 37Q: 3 clusters Score -771806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -771805.875000 Penalty: 4297.887695
	Iteration 38Q: 3 clusters Score -771805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -771805.875000 Penalty: 4297.887695
	Iteration 39F: 3 clusters Score -771805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Entering Unmasked Estep 
Score: -6435901.500000 Penalty: 2655.893555
	Iteration 0F: 2 clusters Score -6435902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -6405622.500000 Penalty: 5311.787109
	Iteration 0F: 3 clusters Score -6405622 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6416751.000000 Penalty: 5311.787109
	Iteration 1F: 3 clusters Score -6416751 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6417222.000000 Penalty: 5311.787109
	Iteration 2Q: 3 clusters Score -6417222 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6417709.000000 Penalty: 5311.787109
	Iteration 3Q: 3 clusters Score -6417709 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6418305.000000 Penalty: 5311.787109
	Iteration 4Q: 3 clusters Score -6418305 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6419171.000000 Penalty: 5311.787109
	Iteration 5Q: 3 clusters Score -6419171 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -6420522.500000 Penalty: 5311.787109
	Iteration 6F: 3 clusters Score -6420522 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6422651.500000 Penalty: 5311.787109
	Iteration 7F: 3 clusters Score -6422652 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -6425801.000000 Penalty: 5311.787109
	Iteration 8F: 3 clusters Score -6425801 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6429387.500000 Penalty: 5311.787109
	Iteration 9F: 3 clusters Score -6429388 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6431814.000000 Penalty: 5311.787109
	Iteration 10F: 3 clusters Score -6431814 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6432922.500000 Penalty: 5311.787109
	Iteration 11Q: 3 clusters Score -6432922 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6433290.500000 Penalty: 5311.787109
	Iteration 12Q: 3 clusters Score -6433290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6433404.000000 Penalty: 5311.787109
	Iteration 13Q: 3 clusters Score -6433404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6433488.000000 Penalty: 5311.787109
	Iteration 14Q: 3 clusters Score -6433488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6433521.500000 Penalty: 5311.787109
	Iteration 15Q: 3 clusters Score -6433522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6433533.000000 Penalty: 5311.787109
	Iteration 16Q: 3 clusters Score -6433533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6433540.000000 Penalty: 5311.787109
	Iteration 17Q: 3 clusters Score -6433540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6433545.000000 Penalty: 5311.787109
	Iteration 18Q: 3 clusters Score -6433545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6433554.500000 Penalty: 5311.787109
	Iteration 19Q: 3 clusters Score -6433554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6433554.000000 Penalty: 5311.787109
	Iteration 20F: 3 clusters Score -6433554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6433557.500000 Penalty: 5311.787109
	Iteration 21Q: 3 clusters Score -6433558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6433563.500000 Penalty: 5311.787109
	Iteration 22Q: 3 clusters Score -6433564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6433563.500000 Penalty: 5311.787109
	Iteration 23F: 3 clusters Score -6433564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Entering Unmasked Estep 
Score: -6854096.500000 Penalty: 2664.318848
	Iteration 0F: 2 clusters Score -6854096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6822784.000000 Penalty: 5328.637695
	Iteration 0F: 3 clusters Score -6822784 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6834540.500000 Penalty: 5328.637695
	Iteration 1F: 3 clusters Score -6834540 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6834952.500000 Penalty: 5328.637695
	Iteration 2Q: 3 clusters Score -6834952 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -6835301.000000 Penalty: 5328.637695
	Iteration 3Q: 3 clusters Score -6835301 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -6835608.000000 Penalty: 5328.637695
	Iteration 4Q: 3 clusters Score -6835608 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -6835898.000000 Penalty: 5328.637695
	Iteration 5Q: 3 clusters Score -6835898 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6836206.000000 Penalty: 5328.637695
	Iteration 6Q: 3 clusters Score -6836206 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -6836499.000000 Penalty: 5328.637695
	Iteration 7Q: 3 clusters Score -6836499 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -6836827.000000 Penalty: 5328.637695
	Iteration 8Q: 3 clusters Score -6836827 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -6837251.500000 Penalty: 5328.637695
	Iteration 9Q: 3 clusters Score -6837252 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6837827.500000 Penalty: 5328.637695
	Iteration 10Q: 3 clusters Score -6837828 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6838531.500000 Penalty: 5328.637695
	Iteration 11Q: 3 clusters Score -6838532 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6839519.000000 Penalty: 5328.637695
	Iteration 12Q: 3 clusters Score -6839519 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6840977.500000 Penalty: 5328.637695
	Iteration 13Q: 3 clusters Score -6840978 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6842714.000000 Penalty: 5328.637695
	Iteration 14F: 3 clusters Score -6842714 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6844061.500000 Penalty: 5328.637695
	Iteration 15F: 3 clusters Score -6844062 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -6844873.500000 Penalty: 5328.637695
	Iteration 16Q: 3 clusters Score -6844874 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6845249.000000 Penalty: 5328.637695
	Iteration 17Q: 3 clusters Score -6845249 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -6845489.500000 Penalty: 5328.637695
	Iteration 18Q: 3 clusters Score -6845490 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -6845675.500000 Penalty: 5328.637695
	Iteration 19Q: 3 clusters Score -6845676 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6845868.500000 Penalty: 5328.637695
	Iteration 20F: 3 clusters Score -6845868 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -6846050.500000 Penalty: 5328.637695
	Iteration 21Q: 3 clusters Score -6846050 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -6846215.000000 Penalty: 5328.637695
	Iteration 22Q: 3 clusters Score -6846215 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -6846352.000000 Penalty: 5328.637695
	Iteration 23Q: 3 clusters Score -6846352 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -6846484.000000 Penalty: 5328.637695
	Iteration 24Q: 3 clusters Score -6846484 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -6846601.000000 Penalty: 5328.637695
	Iteration 25Q: 3 clusters Score -6846601 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6846704.000000 Penalty: 5328.637695
	Iteration 26Q: 3 clusters Score -6846704 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -6846812.000000 Penalty: 5328.637695
	Iteration 27Q: 3 clusters Score -6846812 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -6846870.000000 Penalty: 5328.637695
	Iteration 28Q: 3 clusters Score -6846870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6846944.000000 Penalty: 5328.637695
	Iteration 29Q: 3 clusters Score -6846944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6846969.500000 Penalty: 5328.637695
	Iteration 30Q: 3 clusters Score -6846970 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -6847014.000000 Penalty: 5328.637695
	Iteration 31Q: 3 clusters Score -6847014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6847024.500000 Penalty: 5328.637695
	Iteration 32Q: 3 clusters Score -6847024 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -6847035.500000 Penalty: 5328.637695
	Iteration 33Q: 3 clusters Score -6847036 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -6847059.500000 Penalty: 5328.637695
	Iteration 34Q: 3 clusters Score -6847060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6847071.000000 Penalty: 5328.637695
	Iteration 35Q: 3 clusters Score -6847071 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -6847082.000000 Penalty: 5328.637695
	Iteration 36Q: 3 clusters Score -6847082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6847104.000000 Penalty: 5328.637695
	Iteration 37Q: 3 clusters Score -6847104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6847121.500000 Penalty: 5328.637695
	Iteration 38Q: 3 clusters Score -6847122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6847150.500000 Penalty: 5328.637695
	Iteration 39Q: 3 clusters Score -6847150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -6847152.000000 Penalty: 5328.637695
	Iteration 40F: 3 clusters Score -6847152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -6847147.500000 Penalty: 5328.637695
	Iteration 41Q: 3 clusters Score -6847148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -6847188.500000 Penalty: 5328.637695
	Iteration 42Q: 3 clusters Score -6847188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -6847229.000000 Penalty: 5328.637695
	Iteration 43Q: 3 clusters Score -6847229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6847241.000000 Penalty: 5328.637695
	Iteration 44Q: 3 clusters Score -6847241 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6847279.000000 Penalty: 5328.637695
	Iteration 45Q: 3 clusters Score -6847279 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6847290.500000 Penalty: 5328.637695
	Iteration 46Q: 3 clusters Score -6847290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -6847286.000000 Penalty: 5328.637695
	Iteration 47Q: 3 clusters Score -6847286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6847338.000000 Penalty: 5328.637695
	Iteration 48Q: 3 clusters Score -6847338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6847366.500000 Penalty: 5328.637695
	Iteration 49Q: 3 clusters Score -6847366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -6847378.000000 Penalty: 5328.637695
	Iteration 50Q: 3 clusters Score -6847378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6847378.500000 Penalty: 5328.637695
	Iteration 51Q: 3 clusters Score -6847378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -6847392.500000 Penalty: 5328.637695
	Iteration 52Q: 3 clusters Score -6847392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6847386.500000 Penalty: 5328.637695
	Iteration 53Q: 3 clusters Score -6847386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -6847394.000000 Penalty: 5328.637695
	Iteration 54Q: 3 clusters Score -6847394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -6847374.500000 Penalty: 5328.637695
	Iteration 55Q: 3 clusters Score -6847374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -6847386.000000 Penalty: 5328.637695
	Iteration 56Q: 3 clusters Score -6847386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6847395.000000 Penalty: 5328.637695
	Iteration 57Q: 3 clusters Score -6847395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6847405.000000 Penalty: 5328.637695
	Iteration 58Q: 3 clusters Score -6847405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6847405.500000 Penalty: 5328.637695
	Iteration 59Q: 3 clusters Score -6847406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6847415.500000 Penalty: 5328.637695
	Iteration 60F: 3 clusters Score -6847416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -6847421.500000 Penalty: 5328.637695
	Iteration 61Q: 3 clusters Score -6847422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6847426.500000 Penalty: 5328.637695
	Iteration 62Q: 3 clusters Score -6847426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6847408.500000 Penalty: 5328.637695
	Iteration 63Q: 3 clusters Score -6847408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6847419.000000 Penalty: 5328.637695
	Iteration 64Q: 3 clusters Score -6847419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -6847431.000000 Penalty: 5328.637695
	Iteration 65Q: 3 clusters Score -6847431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6847458.000000 Penalty: 5328.637695
	Iteration 66Q: 3 clusters Score -6847458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6847472.500000 Penalty: 5328.637695
	Iteration 67Q: 3 clusters Score -6847472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -6847492.500000 Penalty: 5328.637695
	Iteration 68Q: 3 clusters Score -6847492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -6847474.000000 Penalty: 5328.637695
	Iteration 69Q: 3 clusters Score -6847474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -6847483.000000 Penalty: 5328.637695
	Iteration 70Q: 3 clusters Score -6847483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -6847487.000000 Penalty: 5328.637695
	Iteration 71Q: 3 clusters Score -6847487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -6847479.000000 Penalty: 5328.637695
	Iteration 72Q: 3 clusters Score -6847479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6847474.500000 Penalty: 5328.637695
	Iteration 73Q: 3 clusters Score -6847474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -6847472.000000 Penalty: 5328.637695
	Iteration 74Q: 3 clusters Score -6847472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -6847482.000000 Penalty: 5328.637695
	Iteration 75Q: 3 clusters Score -6847482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6847480.500000 Penalty: 5328.637695
	Iteration 76Q: 3 clusters Score -6847480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -6847496.000000 Penalty: 5328.637695
	Iteration 77Q: 3 clusters Score -6847496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -6847502.500000 Penalty: 5328.637695
	Iteration 78Q: 3 clusters Score -6847502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -6847496.000000 Penalty: 5328.637695
	Iteration 79Q: 3 clusters Score -6847496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -6847500.500000 Penalty: 5328.637695
	Iteration 80F: 3 clusters Score -6847500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -6847494.500000 Penalty: 5328.637695
	Iteration 81Q: 3 clusters Score -6847494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 21853 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 21849 members 
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Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21829 members 
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	Iteration 85Q: 3 clusters Score -6847488 nChanged 29
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Mstep: Class 2 contains 21818 members 
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	Iteration 86Q: 3 clusters Score -6847484 nChanged 19
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Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 21809 members 
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	Iteration 87Q: 3 clusters Score -6847488 nChanged 23
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Mstep: Class 1 contains 24519 members 
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Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24560 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6847482 nChanged 45
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Mstep: Class 1 contains 24595 members 
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	Iteration 91Q: 3 clusters Score -6847483 nChanged 45
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6847493 nChanged 33
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6847510 nChanged 48
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6847534 nChanged 65
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Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24865 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6847550 nChanged 81
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Mstep: Class 1 contains 24930 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6847560 nChanged 85
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Mstep: Class 1 contains 24995 members 
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	Iteration 102Q: 3 clusters Score -6847556 nChanged 81
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6847558 nChanged 66
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Mstep: Class 1 contains 25098 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25148 members 
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	Iteration 105Q: 3 clusters Score -6847586 nChanged 73
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Mstep: Class 1 contains 25197 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6847572 nChanged 86
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	Iteration 108Q: 3 clusters Score -6847586 nChanged 100
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6847641 nChanged 129
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	Iteration 114Q: 3 clusters Score -6847697 nChanged 156
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	Iteration 116Q: 3 clusters Score -6847738 nChanged 161
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	Iteration 119Q: 3 clusters Score -6847808 nChanged 158
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6847833 nChanged 160
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Mstep: Class 1 contains 27273 members 
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	Iteration 125Q: 3 clusters Score -6847922 nChanged 216
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	Iteration 126Q: 3 clusters Score -6847942 nChanged 211
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	Iteration 132Q: 3 clusters Score -6848135 nChanged 255
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	Iteration 133Q: 3 clusters Score -6848178 nChanged 283
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	Iteration 134Q: 3 clusters Score -6848247 nChanged 281
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	Iteration 135Q: 3 clusters Score -6848302 nChanged 298
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	Iteration 136Q: 3 clusters Score -6848362 nChanged 312
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	Iteration 137Q: 3 clusters Score -6848436 nChanged 291
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6848602 nChanged 306
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Mstep: Class 1 contains 31735 members 
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	Iteration 141Q: 3 clusters Score -6848661 nChanged 301
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	Iteration 142Q: 3 clusters Score -6848710 nChanged 306
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Mstep: Class 1 contains 32336 members 
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	Iteration 143Q: 3 clusters Score -6848742 nChanged 303
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	Iteration 146Q: 3 clusters Score -6848941 nChanged 312
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	Iteration 147Q: 3 clusters Score -6849008 nChanged 333
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	Iteration 148Q: 3 clusters Score -6849069 nChanged 308
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Mstep: Class 1 contains 34179 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6849121 nChanged 328
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Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 11810 members 
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	Iteration 150Q: 3 clusters Score -6849196 nChanged 311
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Mstep: Class 1 contains 34814 members 
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	Iteration 151Q: 3 clusters Score -6849232 nChanged 305
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Mstep: Class 1 contains 35119 members 
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	Iteration 152Q: 3 clusters Score -6849263 nChanged 310
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Mstep: Class 1 contains 35427 members 
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	Iteration 153Q: 3 clusters Score -6849316 nChanged 316
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	Iteration 154Q: 3 clusters Score -6849406 nChanged 323
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Mstep: Class 1 contains 36064 members 
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	Iteration 155Q: 3 clusters Score -6849488 nChanged 331
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	Iteration 156Q: 3 clusters Score -6849550 nChanged 324
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	Iteration 157Q: 3 clusters Score -6849615 nChanged 289
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	Iteration 158Q: 3 clusters Score -6849712 nChanged 294
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	Iteration 159Q: 3 clusters Score -6849770 nChanged 291
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	Iteration 160F: 3 clusters Score -6849822 nChanged 295
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	Iteration 161Q: 3 clusters Score -6849917 nChanged 306
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	Iteration 162Q: 3 clusters Score -6850015 nChanged 321
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	Iteration 163Q: 3 clusters Score -6850066 nChanged 321
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	Iteration 164Q: 3 clusters Score -6850160 nChanged 289
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	Iteration 165Q: 3 clusters Score -6850206 nChanged 275
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	Iteration 166Q: 3 clusters Score -6850260 nChanged 290
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	Iteration 167Q: 3 clusters Score -6850337 nChanged 265
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Mstep: Class 1 contains 39953 members 
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	Iteration 168Q: 3 clusters Score -6850396 nChanged 267
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	Iteration 169Q: 3 clusters Score -6850473 nChanged 253
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	Iteration 170Q: 3 clusters Score -6850547 nChanged 246
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	Iteration 171Q: 3 clusters Score -6850590 nChanged 219
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	Iteration 172Q: 3 clusters Score -6850628 nChanged 211
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	Iteration 173Q: 3 clusters Score -6850672 nChanged 198
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	Iteration 174Q: 3 clusters Score -6850710 nChanged 188
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	Iteration 175Q: 3 clusters Score -6850765 nChanged 163
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Entering Unmasked Estep 
Score: -6850824.500000 Penalty: 5328.637695
	Iteration 176Q: 3 clusters Score -6850824 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6850859.000000 Penalty: 5328.637695
	Iteration 177Q: 3 clusters Score -6850859 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6850886.500000 Penalty: 5328.637695
	Iteration 178Q: 3 clusters Score -6850886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6850924.000000 Penalty: 5328.637695
	Iteration 179Q: 3 clusters Score -6850924 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6850998.500000 Penalty: 5328.637695
	Iteration 180F: 3 clusters Score -6850998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6851036.000000 Penalty: 5328.637695
	Iteration 181Q: 3 clusters Score -6851036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6851077.500000 Penalty: 5328.637695
	Iteration 182Q: 3 clusters Score -6851078 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6851143.500000 Penalty: 5328.637695
	Iteration 183Q: 3 clusters Score -6851144 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6851183.000000 Penalty: 5328.637695
	Iteration 184Q: 3 clusters Score -6851183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6851216.500000 Penalty: 5328.637695
	Iteration 185Q: 3 clusters Score -6851216 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6851252.500000 Penalty: 5328.637695
	Iteration 186Q: 3 clusters Score -6851252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6851286.000000 Penalty: 5328.637695
	Iteration 187Q: 3 clusters Score -6851286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6851316.000000 Penalty: 5328.637695
	Iteration 188Q: 3 clusters Score -6851316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6851356.500000 Penalty: 5328.637695
	Iteration 189Q: 3 clusters Score -6851356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6851415.500000 Penalty: 5328.637695
	Iteration 190Q: 3 clusters Score -6851416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6851446.000000 Penalty: 5328.637695
	Iteration 191Q: 3 clusters Score -6851446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6851482.500000 Penalty: 5328.637695
	Iteration 192Q: 3 clusters Score -6851482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6851526.000000 Penalty: 5328.637695
	Iteration 193Q: 3 clusters Score -6851526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6851564.500000 Penalty: 5328.637695
	Iteration 194Q: 3 clusters Score -6851564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6851570.500000 Penalty: 5328.637695
	Iteration 195Q: 3 clusters Score -6851570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6851606.000000 Penalty: 5328.637695
	Iteration 196Q: 3 clusters Score -6851606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6851632.500000 Penalty: 5328.637695
	Iteration 197Q: 3 clusters Score -6851632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6851641.000000 Penalty: 5328.637695
	Iteration 198Q: 3 clusters Score -6851641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6851678.500000 Penalty: 5328.637695
	Iteration 199Q: 3 clusters Score -6851678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6851692.000000 Penalty: 5328.637695
	Iteration 200F: 3 clusters Score -6851692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6851706.000000 Penalty: 5328.637695
	Iteration 201Q: 3 clusters Score -6851706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6851718.000000 Penalty: 5328.637695
	Iteration 202Q: 3 clusters Score -6851718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6851719.000000 Penalty: 5328.637695
	Iteration 203Q: 3 clusters Score -6851719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6851726.000000 Penalty: 5328.637695
	Iteration 204Q: 3 clusters Score -6851726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6851731.500000 Penalty: 5328.637695
	Iteration 205Q: 3 clusters Score -6851732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6851743.000000 Penalty: 5328.637695
	Iteration 206Q: 3 clusters Score -6851743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6851743.000000 Penalty: 5328.637695
	Iteration 207Q: 3 clusters Score -6851743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6851746.500000 Penalty: 5328.637695
	Iteration 208Q: 3 clusters Score -6851746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6851768.500000 Penalty: 5328.637695
	Iteration 209Q: 3 clusters Score -6851768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6851766.500000 Penalty: 5328.637695
	Iteration 210Q: 3 clusters Score -6851766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6851779.000000 Penalty: 5328.637695
	Iteration 211Q: 3 clusters Score -6851779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6851798.000000 Penalty: 5328.637695
	Iteration 212Q: 3 clusters Score -6851798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6851823.500000 Penalty: 5328.637695
	Iteration 213Q: 3 clusters Score -6851824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6851833.500000 Penalty: 5328.637695
	Iteration 214Q: 3 clusters Score -6851834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6851840.500000 Penalty: 5328.637695
	Iteration 215Q: 3 clusters Score -6851840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6851853.000000 Penalty: 5328.637695
	Iteration 216Q: 3 clusters Score -6851853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6851853.000000 Penalty: 5328.637695
	Iteration 217Q: 3 clusters Score -6851853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6851856.500000 Penalty: 5328.637695
	Iteration 218Q: 3 clusters Score -6851856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6851852.500000 Penalty: 5328.637695
	Iteration 219Q: 3 clusters Score -6851852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6851855.500000 Penalty: 5328.637695
	Iteration 220F: 3 clusters Score -6851856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6851863.000000 Penalty: 5328.637695
	Iteration 221Q: 3 clusters Score -6851863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6851877.500000 Penalty: 5328.637695
	Iteration 222Q: 3 clusters Score -6851878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6851883.500000 Penalty: 5328.637695
	Iteration 223Q: 3 clusters Score -6851884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6851890.500000 Penalty: 5328.637695
	Iteration 224Q: 3 clusters Score -6851890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6851902.000000 Penalty: 5328.637695
	Iteration 225Q: 3 clusters Score -6851902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6851890.500000 Penalty: 5328.637695
	Iteration 226Q: 3 clusters Score -6851890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6851894.000000 Penalty: 5328.637695
	Iteration 227Q: 3 clusters Score -6851894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6851888.000000 Penalty: 5328.637695
	Iteration 228Q: 3 clusters Score -6851888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6851895.500000 Penalty: 5328.637695
	Iteration 229Q: 3 clusters Score -6851896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6851904.000000 Penalty: 5328.637695
	Iteration 230Q: 3 clusters Score -6851904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6851910.000000 Penalty: 5328.637695
	Iteration 231Q: 3 clusters Score -6851910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6851907.500000 Penalty: 5328.637695
	Iteration 232Q: 3 clusters Score -6851908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6851918.500000 Penalty: 5328.637695
	Iteration 233Q: 3 clusters Score -6851918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6851926.000000 Penalty: 5328.637695
	Iteration 234Q: 3 clusters Score -6851926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6851938.500000 Penalty: 5328.637695
	Iteration 235Q: 3 clusters Score -6851938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6851946.500000 Penalty: 5328.637695
	Iteration 236Q: 3 clusters Score -6851946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6851952.000000 Penalty: 5328.637695
	Iteration 237Q: 3 clusters Score -6851952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6851953.000000 Penalty: 5328.637695
	Iteration 238Q: 3 clusters Score -6851953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6851949.000000 Penalty: 5328.637695
	Iteration 239Q: 3 clusters Score -6851949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6851952.000000 Penalty: 5328.637695
	Iteration 240F: 3 clusters Score -6851952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6851947.500000 Penalty: 5328.637695
	Iteration 241Q: 3 clusters Score -6851948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6851949.500000 Penalty: 5328.637695
	Iteration 242Q: 3 clusters Score -6851950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6851949.500000 Penalty: 5328.637695
	Iteration 243F: 3 clusters Score -6851950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -91121.320312 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -91121.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89638.156250 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -89638.16 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90615.289062 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -90615.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91344.671875 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -91344.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92029.382812 Penalty: 3309.328369
	Iteration 3F: 3 clusters Score -92029.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92496.585938 Penalty: 3309.328369
	Iteration 4F: 3 clusters Score -92496.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92808.414062 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -92808.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93103.039062 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -93103.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93429.398438 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -93429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93443.531250 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -93443.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93443.531250 Penalty: 3309.328369
	Iteration 9F: 3 clusters Score -93443.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 26210 members 
Mstep: Class 11 contains 111653 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 182693 members 
Mstep: Class 27 contains 30319 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 530 members 
Entering Unmasked Estep 
Score: -128935240.000000 Penalty: 102048.265625
Splitting cluster 9 changes total score from -128935216.000000 to -128935240.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (26210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Entering Unmasked Estep 
Score: -3896301.000000 Penalty: 2523.126221
	Iteration 0F: 2 clusters Score -3896301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3878078.000000 Penalty: 5046.252441
	Iteration 0F: 3 clusters Score -3878078 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3884451.750000 Penalty: 5046.252441
	Iteration 1F: 3 clusters Score -3884452 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3884871.750000 Penalty: 5046.252441
	Iteration 2Q: 3 clusters Score -3884872 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3885210.750000 Penalty: 5046.252441
	Iteration 3Q: 3 clusters Score -3885211 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3885531.250000 Penalty: 5046.252441
	Iteration 4Q: 3 clusters Score -3885531 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3885851.500000 Penalty: 5046.252441
	Iteration 5Q: 3 clusters Score -3885852 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3886164.750000 Penalty: 5046.252441
	Iteration 6Q: 3 clusters Score -3886165 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3886566.250000 Penalty: 5046.252441
	Iteration 7Q: 3 clusters Score -3886566 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3886969.500000 Penalty: 5046.252441
	Iteration 8Q: 3 clusters Score -3886970 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3887421.500000 Penalty: 5046.252441
	Iteration 9Q: 3 clusters Score -3887422 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3887970.000000 Penalty: 5046.252441
	Iteration 10Q: 3 clusters Score -3887970 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3888653.250000 Penalty: 5046.252441
	Iteration 11Q: 3 clusters Score -3888653 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3889402.500000 Penalty: 5046.252441
	Iteration 12Q: 3 clusters Score -3889402 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3890159.500000 Penalty: 5046.252441
	Iteration 13Q: 3 clusters Score -3890160 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3890751.750000 Penalty: 5046.252441
	Iteration 14Q: 3 clusters Score -3890752 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3891025.750000 Penalty: 5046.252441
	Iteration 15Q: 3 clusters Score -3891026 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3891193.250000 Penalty: 5046.252441
	Iteration 16Q: 3 clusters Score -3891193 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3891317.750000 Penalty: 5046.252441
	Iteration 17Q: 3 clusters Score -3891318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3891434.000000 Penalty: 5046.252441
	Iteration 18Q: 3 clusters Score -3891434 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3891545.250000 Penalty: 5046.252441
	Iteration 19Q: 3 clusters Score -3891545 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3891650.000000 Penalty: 5046.252441
	Iteration 20F: 3 clusters Score -3891650 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3891755.250000 Penalty: 5046.252441
	Iteration 21Q: 3 clusters Score -3891755 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3891829.750000 Penalty: 5046.252441
	Iteration 22Q: 3 clusters Score -3891830 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3891909.500000 Penalty: 5046.252441
	Iteration 23Q: 3 clusters Score -3891910 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3891960.250000 Penalty: 5046.252441
	Iteration 24Q: 3 clusters Score -3891960 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3892010.250000 Penalty: 5046.252441
	Iteration 25Q: 3 clusters Score -3892010 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3892075.750000 Penalty: 5046.252441
	Iteration 26Q: 3 clusters Score -3892076 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3892137.000000 Penalty: 5046.252441
	Iteration 27Q: 3 clusters Score -3892137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3892193.500000 Penalty: 5046.252441
	Iteration 28Q: 3 clusters Score -3892194 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3892247.750000 Penalty: 5046.252441
	Iteration 29Q: 3 clusters Score -3892248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3892305.750000 Penalty: 5046.252441
	Iteration 30Q: 3 clusters Score -3892306 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3892373.750000 Penalty: 5046.252441
	Iteration 31Q: 3 clusters Score -3892374 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3892415.500000 Penalty: 5046.252441
	Iteration 32Q: 3 clusters Score -3892416 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3892464.000000 Penalty: 5046.252441
	Iteration 33Q: 3 clusters Score -3892464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3892528.000000 Penalty: 5046.252441
	Iteration 34Q: 3 clusters Score -3892528 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3892576.500000 Penalty: 5046.252441
	Iteration 35Q: 3 clusters Score -3892576 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3892618.500000 Penalty: 5046.252441
	Iteration 36Q: 3 clusters Score -3892618 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3892686.000000 Penalty: 5046.252441
	Iteration 37Q: 3 clusters Score -3892686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3892740.500000 Penalty: 5046.252441
	Iteration 38Q: 3 clusters Score -3892740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3892793.750000 Penalty: 5046.252441
	Iteration 39Q: 3 clusters Score -3892794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3892851.750000 Penalty: 5046.252441
	Iteration 40F: 3 clusters Score -3892852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3892925.750000 Penalty: 5046.252441
	Iteration 41Q: 3 clusters Score -3892926 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3892975.250000 Penalty: 5046.252441
	Iteration 42Q: 3 clusters Score -3892975 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3893026.500000 Penalty: 5046.252441
	Iteration 43Q: 3 clusters Score -3893026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3893078.500000 Penalty: 5046.252441
	Iteration 44Q: 3 clusters Score -3893078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3893125.250000 Penalty: 5046.252441
	Iteration 45Q: 3 clusters Score -3893125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3893172.250000 Penalty: 5046.252441
	Iteration 46Q: 3 clusters Score -3893172 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3893209.250000 Penalty: 5046.252441
	Iteration 47Q: 3 clusters Score -3893209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3893280.250000 Penalty: 5046.252441
	Iteration 48Q: 3 clusters Score -3893280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3893332.000000 Penalty: 5046.252441
	Iteration 49Q: 3 clusters Score -3893332 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3893389.000000 Penalty: 5046.252441
	Iteration 50Q: 3 clusters Score -3893389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3893438.500000 Penalty: 5046.252441
	Iteration 51Q: 3 clusters Score -3893438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3893489.000000 Penalty: 5046.252441
	Iteration 52Q: 3 clusters Score -3893489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3893518.250000 Penalty: 5046.252441
	Iteration 53Q: 3 clusters Score -3893518 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3893575.250000 Penalty: 5046.252441
	Iteration 54Q: 3 clusters Score -3893575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3893610.250000 Penalty: 5046.252441
	Iteration 55Q: 3 clusters Score -3893610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3893663.250000 Penalty: 5046.252441
	Iteration 56Q: 3 clusters Score -3893663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3893686.500000 Penalty: 5046.252441
	Iteration 57Q: 3 clusters Score -3893686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3893719.250000 Penalty: 5046.252441
	Iteration 58Q: 3 clusters Score -3893719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3893745.250000 Penalty: 5046.252441
	Iteration 59Q: 3 clusters Score -3893745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3893773.500000 Penalty: 5046.252441
	Iteration 60F: 3 clusters Score -3893774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3893794.000000 Penalty: 5046.252441
	Iteration 61Q: 3 clusters Score -3893794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3893819.500000 Penalty: 5046.252441
	Iteration 62Q: 3 clusters Score -3893820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3893831.500000 Penalty: 5046.252441
	Iteration 63Q: 3 clusters Score -3893832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3893851.750000 Penalty: 5046.252441
	Iteration 64Q: 3 clusters Score -3893852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3893864.500000 Penalty: 5046.252441
	Iteration 65Q: 3 clusters Score -3893864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3893880.750000 Penalty: 5046.252441
	Iteration 66Q: 3 clusters Score -3893881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3893891.250000 Penalty: 5046.252441
	Iteration 67Q: 3 clusters Score -3893891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3893898.250000 Penalty: 5046.252441
	Iteration 68Q: 3 clusters Score -3893898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3893904.500000 Penalty: 5046.252441
	Iteration 69Q: 3 clusters Score -3893904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3893927.500000 Penalty: 5046.252441
	Iteration 70Q: 3 clusters Score -3893928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3893939.750000 Penalty: 5046.252441
	Iteration 71Q: 3 clusters Score -3893940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3893943.750000 Penalty: 5046.252441
	Iteration 72Q: 3 clusters Score -3893944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3893951.250000 Penalty: 5046.252441
	Iteration 73Q: 3 clusters Score -3893951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3893960.500000 Penalty: 5046.252441
	Iteration 74Q: 3 clusters Score -3893960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3893957.250000 Penalty: 5046.252441
	Iteration 75Q: 3 clusters Score -3893957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3893962.250000 Penalty: 5046.252441
	Iteration 76Q: 3 clusters Score -3893962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3893975.750000 Penalty: 5046.252441
	Iteration 77Q: 3 clusters Score -3893976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3893981.000000 Penalty: 5046.252441
	Iteration 78Q: 3 clusters Score -3893981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3893981.000000 Penalty: 5046.252441
	Iteration 79Q: 3 clusters Score -3893981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3893981.250000 Penalty: 5046.252441
	Iteration 80F: 3 clusters Score -3893981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3893987.750000 Penalty: 5046.252441
	Iteration 81Q: 3 clusters Score -3893988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3893986.250000 Penalty: 5046.252441
	Iteration 82Q: 3 clusters Score -3893986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3893984.750000 Penalty: 5046.252441
	Iteration 83Q: 3 clusters Score -3893985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3893985.500000 Penalty: 5046.252441
	Iteration 84Q: 3 clusters Score -3893986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3893988.000000 Penalty: 5046.252441
	Iteration 85Q: 3 clusters Score -3893988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3893985.250000 Penalty: 5046.252441
	Iteration 86Q: 3 clusters Score -3893985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3893988.500000 Penalty: 5046.252441
	Iteration 87Q: 3 clusters Score -3893988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3893988.000000 Penalty: 5046.252441
	Iteration 88Q: 3 clusters Score -3893988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3893993.750000 Penalty: 5046.252441
	Iteration 89Q: 3 clusters Score -3893994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3893996.000000 Penalty: 5046.252441
	Iteration 90Q: 3 clusters Score -3893996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3894003.000000 Penalty: 5046.252441
	Iteration 91Q: 3 clusters Score -3894003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3894002.750000 Penalty: 5046.252441
	Iteration 92Q: 3 clusters Score -3894003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3894002.250000 Penalty: 5046.252441
	Iteration 93Q: 3 clusters Score -3894002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3894001.500000 Penalty: 5046.252441
	Iteration 94Q: 3 clusters Score -3894002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3894005.500000 Penalty: 5046.252441
	Iteration 95Q: 3 clusters Score -3894006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3894005.000000 Penalty: 5046.252441
	Iteration 96Q: 3 clusters Score -3894005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3894002.000000 Penalty: 5046.252441
	Iteration 97Q: 3 clusters Score -3894002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3894002.000000 Penalty: 5046.252441
	Iteration 98F: 3 clusters Score -3894002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (111653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Entering Unmasked Estep 
Score: -16434956.000000 Penalty: 2882.541504
	Iteration 0F: 2 clusters Score -1.643496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -16362683.000000 Penalty: 5765.083008
	Iteration 0F: 3 clusters Score -1.636268e+07 nChanged 52818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -16392794.000000 Penalty: 5765.083008
	Iteration 1F: 3 clusters Score -1.639279e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -16393592.000000 Penalty: 5765.083008
	Iteration 2Q: 3 clusters Score -1.639359e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -16394428.000000 Penalty: 5765.083008
	Iteration 3Q: 3 clusters Score -1.639443e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -16395323.000000 Penalty: 5765.083008
	Iteration 4Q: 3 clusters Score -1.639532e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -16396427.000000 Penalty: 5765.083008
	Iteration 5Q: 3 clusters Score -1.639643e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -16397909.000000 Penalty: 5765.083008
	Iteration 6Q: 3 clusters Score -1.639791e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -16400044.000000 Penalty: 5765.083008
	Iteration 7Q: 3 clusters Score -1.640004e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -16403230.000000 Penalty: 5765.083008
	Iteration 8F: 3 clusters Score -1.640323e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -16407977.000000 Penalty: 5765.083008
	Iteration 9F: 3 clusters Score -1.640798e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -16414689.000000 Penalty: 5765.083008
	Iteration 10F: 3 clusters Score -1.641469e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -16421800.000000 Penalty: 5765.083008
	Iteration 11F: 3 clusters Score -1.64218e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -16427201.000000 Penalty: 5765.083008
	Iteration 12F: 3 clusters Score -1.64272e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -16430088.000000 Penalty: 5765.083008
	Iteration 13Q: 3 clusters Score -1.643009e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -16431552.000000 Penalty: 5765.083008
	Iteration 14Q: 3 clusters Score -1.643155e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -16432367.000000 Penalty: 5765.083008
	Iteration 15Q: 3 clusters Score -1.643237e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -16432841.000000 Penalty: 5765.083008
	Iteration 16Q: 3 clusters Score -1.643284e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -16433205.000000 Penalty: 5765.083008
	Iteration 17Q: 3 clusters Score -1.64332e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -16433446.000000 Penalty: 5765.083008
	Iteration 18Q: 3 clusters Score -1.643345e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -16433593.000000 Penalty: 5765.083008
	Iteration 19Q: 3 clusters Score -1.643359e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -16433778.000000 Penalty: 5765.083008
	Iteration 20F: 3 clusters Score -1.643378e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -16433893.000000 Penalty: 5765.083008
	Iteration 21Q: 3 clusters Score -1.643389e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -16434044.000000 Penalty: 5765.083008
	Iteration 22Q: 3 clusters Score -1.643404e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -16434077.000000 Penalty: 5765.083008
	Iteration 23Q: 3 clusters Score -1.643408e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -16434110.000000 Penalty: 5765.083008
	Iteration 24Q: 3 clusters Score -1.643411e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -16434147.000000 Penalty: 5765.083008
	Iteration 25Q: 3 clusters Score -1.643415e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -16434076.000000 Penalty: 5765.083008
	Iteration 26Q: 3 clusters Score -1.643408e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -16434095.000000 Penalty: 5765.083008
	Iteration 27Q: 3 clusters Score -1.64341e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -16434156.000000 Penalty: 5765.083008
	Iteration 28Q: 3 clusters Score -1.643416e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -16434175.000000 Penalty: 5765.083008
	Iteration 29Q: 3 clusters Score -1.643418e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -16434213.000000 Penalty: 5765.083008
	Iteration 30Q: 3 clusters Score -1.643421e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -16434253.000000 Penalty: 5765.083008
	Iteration 31Q: 3 clusters Score -1.643425e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -16434255.000000 Penalty: 5765.083008
	Iteration 32Q: 3 clusters Score -1.643426e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -16434248.000000 Penalty: 5765.083008
	Iteration 33Q: 3 clusters Score -1.643425e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -16434236.000000 Penalty: 5765.083008
	Iteration 34Q: 3 clusters Score -1.643424e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -16434259.000000 Penalty: 5765.083008
	Iteration 35Q: 3 clusters Score -1.643426e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -16434235.000000 Penalty: 5765.083008
	Iteration 36Q: 3 clusters Score -1.643424e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -16434208.000000 Penalty: 5765.083008
	Iteration 37Q: 3 clusters Score -1.643421e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -16434216.000000 Penalty: 5765.083008
	Iteration 38Q: 3 clusters Score -1.643422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16434223.000000 Penalty: 5765.083008
	Iteration 39Q: 3 clusters Score -1.643422e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -16434254.000000 Penalty: 5765.083008
	Iteration 40F: 3 clusters Score -1.643425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -16434256.000000 Penalty: 5765.083008
	Iteration 41Q: 3 clusters Score -1.643426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -16434259.000000 Penalty: 5765.083008
	Iteration 42Q: 3 clusters Score -1.643426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16434265.000000 Penalty: 5765.083008
	Iteration 43Q: 3 clusters Score -1.643426e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16434253.000000 Penalty: 5765.083008
	Iteration 44Q: 3 clusters Score -1.643425e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16434294.000000 Penalty: 5765.083008
	Iteration 45Q: 3 clusters Score -1.643429e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16434321.000000 Penalty: 5765.083008
	Iteration 46Q: 3 clusters Score -1.643432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16434312.000000 Penalty: 5765.083008
	Iteration 47Q: 3 clusters Score -1.643431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16434302.000000 Penalty: 5765.083008
	Iteration 48Q: 3 clusters Score -1.64343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -16434315.000000 Penalty: 5765.083008
	Iteration 49Q: 3 clusters Score -1.643432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -16434304.000000 Penalty: 5765.083008
	Iteration 50Q: 3 clusters Score -1.64343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -16434284.000000 Penalty: 5765.083008
	Iteration 51Q: 3 clusters Score -1.643428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16434333.000000 Penalty: 5765.083008
	Iteration 52Q: 3 clusters Score -1.643433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110037 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16434322.000000 Penalty: 5765.083008
	Iteration 53Q: 3 clusters Score -1.643432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16434334.000000 Penalty: 5765.083008
	Iteration 54Q: 3 clusters Score -1.643433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16434347.000000 Penalty: 5765.083008
	Iteration 55Q: 3 clusters Score -1.643435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16434361.000000 Penalty: 5765.083008
	Iteration 56Q: 3 clusters Score -1.643436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16434348.000000 Penalty: 5765.083008
	Iteration 57Q: 3 clusters Score -1.643435e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16434368.000000 Penalty: 5765.083008
	Iteration 58Q: 3 clusters Score -1.643437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16434385.000000 Penalty: 5765.083008
	Iteration 59Q: 3 clusters Score -1.643438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16434388.000000 Penalty: 5765.083008
	Iteration 60F: 3 clusters Score -1.643439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16434391.000000 Penalty: 5765.083008
	Iteration 61Q: 3 clusters Score -1.643439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16434402.000000 Penalty: 5765.083008
	Iteration 62Q: 3 clusters Score -1.64344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -16434394.000000 Penalty: 5765.083008
	Iteration 63Q: 3 clusters Score -1.643439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16434415.000000 Penalty: 5765.083008
	Iteration 64Q: 3 clusters Score -1.643442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16434429.000000 Penalty: 5765.083008
	Iteration 65Q: 3 clusters Score -1.643443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -16434443.000000 Penalty: 5765.083008
	Iteration 66Q: 3 clusters Score -1.643444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16434431.000000 Penalty: 5765.083008
	Iteration 67Q: 3 clusters Score -1.643443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16434442.000000 Penalty: 5765.083008
	Iteration 68Q: 3 clusters Score -1.643444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16434455.000000 Penalty: 5765.083008
	Iteration 69Q: 3 clusters Score -1.643446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16434447.000000 Penalty: 5765.083008
	Iteration 70Q: 3 clusters Score -1.643445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16434454.000000 Penalty: 5765.083008
	Iteration 71Q: 3 clusters Score -1.643445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16434438.000000 Penalty: 5765.083008
	Iteration 72Q: 3 clusters Score -1.643444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16434451.000000 Penalty: 5765.083008
	Iteration 73Q: 3 clusters Score -1.643445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16434454.000000 Penalty: 5765.083008
	Iteration 74Q: 3 clusters Score -1.643445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16434448.000000 Penalty: 5765.083008
	Iteration 75Q: 3 clusters Score -1.643445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16434445.000000 Penalty: 5765.083008
	Iteration 76Q: 3 clusters Score -1.643444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16434438.000000 Penalty: 5765.083008
	Iteration 77Q: 3 clusters Score -1.643444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16434441.000000 Penalty: 5765.083008
	Iteration 78Q: 3 clusters Score -1.643444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16434445.000000 Penalty: 5765.083008
	Iteration 79Q: 3 clusters Score -1.643444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16434440.000000 Penalty: 5765.083008
	Iteration 80F: 3 clusters Score -1.643444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61619.789062 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61619.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60195.808594 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -60195.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60306.511719 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60306.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60352.015625 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -60352.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60369.480469 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -60369.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60382.699219 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60397.667969 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60397.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60405.054688 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60405.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60412.320312 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60412.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60420.300781 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60427.457031 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60427.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60427.457031 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -60427.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -789289.125000 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -789289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -784264.812500 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -784264.8 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -785544.812500 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -785544.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -785849.312500 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -785849.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -786043.437500 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -786043.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -786193.375000 Penalty: 4298.998535
	Iteration 4Q: 3 clusters Score -786193.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -786318.312500 Penalty: 4298.998535
	Iteration 5Q: 3 clusters Score -786318.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -786438.625000 Penalty: 4298.998535
	Iteration 6Q: 3 clusters Score -786438.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -786542.312500 Penalty: 4298.998535
	Iteration 7Q: 3 clusters Score -786542.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -786650.125000 Penalty: 4298.998535
	Iteration 8Q: 3 clusters Score -786650.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -786782.750000 Penalty: 4298.998535
	Iteration 9Q: 3 clusters Score -786782.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -786914.000000 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -786914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -787051.625000 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -787051.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -787200.500000 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -787200.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -787319.437500 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -787319.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -787419.000000 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -787419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -787510.375000 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -787510.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -787580.625000 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -787580.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -787625.312500 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -787625.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -787659.812500 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -787659.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -787694.437500 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -787694.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -787727.000000 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -787727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -787749.937500 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -787749.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -787765.937500 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -787765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -787779.875000 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -787779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -787797.750000 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -787797.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -787818.000000 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -787818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -787838.125000 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -787838.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -787848.812500 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -787848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -787862.625000 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -787862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -787871.875000 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -787871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -787883.687500 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -787883.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -787894.125000 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -787894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -787898.562500 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -787898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -787901.750000 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -787901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -787902.875000 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -787902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -787902.875000 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -787902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -787902.062500 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -787902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -787902.812500 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -787902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -787903.750000 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -787903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -787903.937500 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -787903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -787903.937500 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -787903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Entering Unmasked Estep 
Score: -7306536.500000 Penalty: 2681.817627
	Iteration 0F: 2 clusters Score -7306536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -7273045.000000 Penalty: 5363.635254
	Iteration 0F: 3 clusters Score -7273045 nChanged 22851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -7285931.500000 Penalty: 5363.635254
	Iteration 1F: 3 clusters Score -7285932 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -7286677.000000 Penalty: 5363.635254
	Iteration 2Q: 3 clusters Score -7286677 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -7287451.500000 Penalty: 5363.635254
	Iteration 3Q: 3 clusters Score -7287452 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -7288344.000000 Penalty: 5363.635254
	Iteration 4Q: 3 clusters Score -7288344 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -7289311.500000 Penalty: 5363.635254
	Iteration 5Q: 3 clusters Score -7289312 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -7290419.000000 Penalty: 5363.635254
	Iteration 6Q: 3 clusters Score -7290419 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -7291647.500000 Penalty: 5363.635254
	Iteration 7Q: 3 clusters Score -7291648 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7292925.000000 Penalty: 5363.635254
	Iteration 8Q: 3 clusters Score -7292925 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -7294039.500000 Penalty: 5363.635254
	Iteration 9Q: 3 clusters Score -7294040 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -7295053.000000 Penalty: 5363.635254
	Iteration 10Q: 3 clusters Score -7295053 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -7295875.000000 Penalty: 5363.635254
	Iteration 11Q: 3 clusters Score -7295875 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7296634.000000 Penalty: 5363.635254
	Iteration 12Q: 3 clusters Score -7296634 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7297307.500000 Penalty: 5363.635254
	Iteration 13Q: 3 clusters Score -7297308 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7298091.000000 Penalty: 5363.635254
	Iteration 14Q: 3 clusters Score -7298091 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -7298833.500000 Penalty: 5363.635254
	Iteration 15Q: 3 clusters Score -7298834 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7299584.000000 Penalty: 5363.635254
	Iteration 16Q: 3 clusters Score -7299584 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7300322.500000 Penalty: 5363.635254
	Iteration 17Q: 3 clusters Score -7300322 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -7301094.500000 Penalty: 5363.635254
	Iteration 18Q: 3 clusters Score -7301094 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -7301782.000000 Penalty: 5363.635254
	Iteration 19Q: 3 clusters Score -7301782 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -7302309.500000 Penalty: 5363.635254
	Iteration 20F: 3 clusters Score -7302310 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -7302788.500000 Penalty: 5363.635254
	Iteration 21Q: 3 clusters Score -7302788 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -7303176.000000 Penalty: 5363.635254
	Iteration 22Q: 3 clusters Score -7303176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -7303452.000000 Penalty: 5363.635254
	Iteration 23Q: 3 clusters Score -7303452 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -7303654.000000 Penalty: 5363.635254
	Iteration 24Q: 3 clusters Score -7303654 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -7303814.500000 Penalty: 5363.635254
	Iteration 25Q: 3 clusters Score -7303814 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -7303913.500000 Penalty: 5363.635254
	Iteration 26Q: 3 clusters Score -7303914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -7303985.000000 Penalty: 5363.635254
	Iteration 27Q: 3 clusters Score -7303985 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -7304050.000000 Penalty: 5363.635254
	Iteration 28Q: 3 clusters Score -7304050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -7304105.000000 Penalty: 5363.635254
	Iteration 29Q: 3 clusters Score -7304105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -7304128.000000 Penalty: 5363.635254
	Iteration 30Q: 3 clusters Score -7304128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -7304154.000000 Penalty: 5363.635254
	Iteration 31Q: 3 clusters Score -7304154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -7304176.500000 Penalty: 5363.635254
	Iteration 32Q: 3 clusters Score -7304176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -7304181.000000 Penalty: 5363.635254
	Iteration 33Q: 3 clusters Score -7304181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -7304191.500000 Penalty: 5363.635254
	Iteration 34Q: 3 clusters Score -7304192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -7304193.000000 Penalty: 5363.635254
	Iteration 35Q: 3 clusters Score -7304193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -7304194.000000 Penalty: 5363.635254
	Iteration 36Q: 3 clusters Score -7304194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -7304198.000000 Penalty: 5363.635254
	Iteration 37Q: 3 clusters Score -7304198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -7304201.000000 Penalty: 5363.635254
	Iteration 38Q: 3 clusters Score -7304201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -7304210.000000 Penalty: 5363.635254
	Iteration 39Q: 3 clusters Score -7304210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -7304213.500000 Penalty: 5363.635254
	Iteration 40F: 3 clusters Score -7304214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7304220.000000 Penalty: 5363.635254
	Iteration 41Q: 3 clusters Score -7304220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -7304224.500000 Penalty: 5363.635254
	Iteration 42Q: 3 clusters Score -7304224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -7304220.500000 Penalty: 5363.635254
	Iteration 43Q: 3 clusters Score -7304220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -7304220.500000 Penalty: 5363.635254
	Iteration 44Q: 3 clusters Score -7304220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7304231.000000 Penalty: 5363.635254
	Iteration 45Q: 3 clusters Score -7304231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7304238.000000 Penalty: 5363.635254
	Iteration 46Q: 3 clusters Score -7304238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -7304239.500000 Penalty: 5363.635254
	Iteration 47Q: 3 clusters Score -7304240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -7304232.500000 Penalty: 5363.635254
	Iteration 48Q: 3 clusters Score -7304232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -7304244.500000 Penalty: 5363.635254
	Iteration 49Q: 3 clusters Score -7304244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7304248.500000 Penalty: 5363.635254
	Iteration 50Q: 3 clusters Score -7304248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -7304257.000000 Penalty: 5363.635254
	Iteration 51Q: 3 clusters Score -7304257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7304267.000000 Penalty: 5363.635254
	Iteration 52Q: 3 clusters Score -7304267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7304268.000000 Penalty: 5363.635254
	Iteration 53Q: 3 clusters Score -7304268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7304268.000000 Penalty: 5363.635254
	Iteration 54Q: 3 clusters Score -7304268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7304273.500000 Penalty: 5363.635254
	Iteration 55Q: 3 clusters Score -7304274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7304272.500000 Penalty: 5363.635254
	Iteration 56Q: 3 clusters Score -7304272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -7304274.500000 Penalty: 5363.635254
	Iteration 57Q: 3 clusters Score -7304274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -7304268.000000 Penalty: 5363.635254
	Iteration 58Q: 3 clusters Score -7304268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -7304273.500000 Penalty: 5363.635254
	Iteration 59Q: 3 clusters Score -7304274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -7304273.500000 Penalty: 5363.635254
	Iteration 60F: 3 clusters Score -7304274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -7304274.500000 Penalty: 5363.635254
	Iteration 61Q: 3 clusters Score -7304274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -7304279.000000 Penalty: 5363.635254
	Iteration 62Q: 3 clusters Score -7304279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -7304279.000000 Penalty: 5363.635254
	Iteration 63F: 3 clusters Score -7304279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Entering Unmasked Estep 
Score: -4596043.000000 Penalty: 2573.082520
	Iteration 0F: 2 clusters Score -4596043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4574082.500000 Penalty: 5146.165039
	Iteration 0F: 3 clusters Score -4574082 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4582056.500000 Penalty: 5146.165039
	Iteration 1F: 3 clusters Score -4582056 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4582585.000000 Penalty: 5146.165039
	Iteration 2Q: 3 clusters Score -4582585 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4583136.000000 Penalty: 5146.165039
	Iteration 3Q: 3 clusters Score -4583136 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4583904.000000 Penalty: 5146.165039
	Iteration 4Q: 3 clusters Score -4583904 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4585000.500000 Penalty: 5146.165039
	Iteration 5F: 3 clusters Score -4585000 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4586482.500000 Penalty: 5146.165039
	Iteration 6F: 3 clusters Score -4586482 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4588219.000000 Penalty: 5146.165039
	Iteration 7F: 3 clusters Score -4588219 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -4589817.000000 Penalty: 5146.165039
	Iteration 8F: 3 clusters Score -4589817 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4591137.000000 Penalty: 5146.165039
	Iteration 9F: 3 clusters Score -4591137 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4592147.000000 Penalty: 5146.165039
	Iteration 10Q: 3 clusters Score -4592147 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4592828.500000 Penalty: 5146.165039
	Iteration 11Q: 3 clusters Score -4592828 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4593317.000000 Penalty: 5146.165039
	Iteration 12Q: 3 clusters Score -4593317 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4593672.000000 Penalty: 5146.165039
	Iteration 13Q: 3 clusters Score -4593672 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4593934.500000 Penalty: 5146.165039
	Iteration 14Q: 3 clusters Score -4593934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -4594100.000000 Penalty: 5146.165039
	Iteration 15Q: 3 clusters Score -4594100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4594217.500000 Penalty: 5146.165039
	Iteration 16Q: 3 clusters Score -4594218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4594284.500000 Penalty: 5146.165039
	Iteration 17Q: 3 clusters Score -4594284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4594320.500000 Penalty: 5146.165039
	Iteration 18Q: 3 clusters Score -4594320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4594335.500000 Penalty: 5146.165039
	Iteration 19Q: 3 clusters Score -4594336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4594372.500000 Penalty: 5146.165039
	Iteration 20F: 3 clusters Score -4594372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4594373.000000 Penalty: 5146.165039
	Iteration 21Q: 3 clusters Score -4594373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -4594376.500000 Penalty: 5146.165039
	Iteration 22Q: 3 clusters Score -4594376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4594387.500000 Penalty: 5146.165039
	Iteration 23Q: 3 clusters Score -4594388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4594397.000000 Penalty: 5146.165039
	Iteration 24Q: 3 clusters Score -4594397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4594395.000000 Penalty: 5146.165039
	Iteration 25Q: 3 clusters Score -4594395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4594394.500000 Penalty: 5146.165039
	Iteration 26Q: 3 clusters Score -4594394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4594401.000000 Penalty: 5146.165039
	Iteration 27Q: 3 clusters Score -4594401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4594401.000000 Penalty: 5146.165039
	Iteration 28Q: 3 clusters Score -4594401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4594400.000000 Penalty: 5146.165039
	Iteration 29Q: 3 clusters Score -4594400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4594403.000000 Penalty: 5146.165039
	Iteration 30Q: 3 clusters Score -4594403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4594403.000000 Penalty: 5146.165039
	Iteration 31F: 3 clusters Score -4594403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Entering Unmasked Estep 
Score: -3111098.250000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -3111098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3096360.250000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -3096360 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3101347.250000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -3101347 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3101777.000000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -3101777 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3102138.000000 Penalty: 4934.080566
	Iteration 3Q: 3 clusters Score -3102138 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3102441.000000 Penalty: 4934.080566
	Iteration 4Q: 3 clusters Score -3102441 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3102780.250000 Penalty: 4934.080566
	Iteration 5Q: 3 clusters Score -3102780 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3103099.750000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -3103100 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3103400.750000 Penalty: 4934.080566
	Iteration 7Q: 3 clusters Score -3103401 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3103731.000000 Penalty: 4934.080566
	Iteration 8Q: 3 clusters Score -3103731 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3104136.750000 Penalty: 4934.080566
	Iteration 9Q: 3 clusters Score -3104137 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3104717.500000 Penalty: 4934.080566
	Iteration 10Q: 3 clusters Score -3104718 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3105493.750000 Penalty: 4934.080566
	Iteration 11Q: 3 clusters Score -3105494 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3106289.000000 Penalty: 4934.080566
	Iteration 12Q: 3 clusters Score -3106289 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3106974.500000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -3106974 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3107539.250000 Penalty: 4934.080566
	Iteration 14Q: 3 clusters Score -3107539 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3108065.750000 Penalty: 4934.080566
	Iteration 15Q: 3 clusters Score -3108066 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3108425.500000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -3108426 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3108716.250000 Penalty: 4934.080566
	Iteration 17Q: 3 clusters Score -3108716 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3108926.250000 Penalty: 4934.080566
	Iteration 18Q: 3 clusters Score -3108926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3109071.500000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -3109072 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3109146.000000 Penalty: 4934.080566
	Iteration 20F: 3 clusters Score -3109146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3109205.750000 Penalty: 4934.080566
	Iteration 21Q: 3 clusters Score -3109206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3109272.750000 Penalty: 4934.080566
	Iteration 22Q: 3 clusters Score -3109273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3109290.000000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -3109290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3109297.250000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -3109297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3109305.000000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -3109305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3109313.250000 Penalty: 4934.080566
	Iteration 26Q: 3 clusters Score -3109313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3109314.250000 Penalty: 4934.080566
	Iteration 27Q: 3 clusters Score -3109314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3109320.250000 Penalty: 4934.080566
	Iteration 28Q: 3 clusters Score -3109320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3109318.750000 Penalty: 4934.080566
	Iteration 29Q: 3 clusters Score -3109319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3109329.000000 Penalty: 4934.080566
	Iteration 30Q: 3 clusters Score -3109329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3109324.750000 Penalty: 4934.080566
	Iteration 31Q: 3 clusters Score -3109325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3109327.500000 Penalty: 4934.080566
	Iteration 32Q: 3 clusters Score -3109328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3109334.750000 Penalty: 4934.080566
	Iteration 33Q: 3 clusters Score -3109335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3109332.000000 Penalty: 4934.080566
	Iteration 34Q: 3 clusters Score -3109332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3109337.250000 Penalty: 4934.080566
	Iteration 35Q: 3 clusters Score -3109337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3109333.750000 Penalty: 4934.080566
	Iteration 36Q: 3 clusters Score -3109334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3109338.000000 Penalty: 4934.080566
	Iteration 37Q: 3 clusters Score -3109338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3109332.500000 Penalty: 4934.080566
	Iteration 38Q: 3 clusters Score -3109332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3109335.250000 Penalty: 4934.080566
	Iteration 39Q: 3 clusters Score -3109335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3109332.500000 Penalty: 4934.080566
	Iteration 40F: 3 clusters Score -3109332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3109334.000000 Penalty: 4934.080566
	Iteration 41Q: 3 clusters Score -3109334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3109332.250000 Penalty: 4934.080566
	Iteration 42Q: 3 clusters Score -3109332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3109332.250000 Penalty: 4934.080566
	Iteration 43Q: 3 clusters Score -3109332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3109335.000000 Penalty: 4934.080566
	Iteration 44Q: 3 clusters Score -3109335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3109334.250000 Penalty: 4934.080566
	Iteration 45Q: 3 clusters Score -3109334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3109333.500000 Penalty: 4934.080566
	Iteration 46Q: 3 clusters Score -3109334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3109336.250000 Penalty: 4934.080566
	Iteration 47Q: 3 clusters Score -3109336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3109336.250000 Penalty: 4934.080566
	Iteration 48F: 3 clusters Score -3109336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Entering Unmasked Estep 
Score: -1884977.375000 Penalty: 2357.134766
	Iteration 0F: 2 clusters Score -1884977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1875233.500000 Penalty: 4714.269531
	Iteration 0F: 3 clusters Score -1875234 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1878194.500000 Penalty: 4714.269531
	Iteration 1F: 3 clusters Score -1878194 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1878480.750000 Penalty: 4714.269531
	Iteration 2F: 3 clusters Score -1878481 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1878673.000000 Penalty: 4714.269531
	Iteration 3Q: 3 clusters Score -1878673 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1878825.875000 Penalty: 4714.269531
	Iteration 4Q: 3 clusters Score -1878826 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1878949.500000 Penalty: 4714.269531
	Iteration 5Q: 3 clusters Score -1878950 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1879060.750000 Penalty: 4714.269531
	Iteration 6Q: 3 clusters Score -1879061 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1879140.000000 Penalty: 4714.269531
	Iteration 7Q: 3 clusters Score -1879140 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1879216.250000 Penalty: 4714.269531
	Iteration 8Q: 3 clusters Score -1879216 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1879280.250000 Penalty: 4714.269531
	Iteration 9Q: 3 clusters Score -1879280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1879339.375000 Penalty: 4714.269531
	Iteration 10Q: 3 clusters Score -1879339 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1879390.625000 Penalty: 4714.269531
	Iteration 11Q: 3 clusters Score -1879391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1879452.000000 Penalty: 4714.269531
	Iteration 12Q: 3 clusters Score -1879452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1879510.125000 Penalty: 4714.269531
	Iteration 13Q: 3 clusters Score -1879510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1879586.750000 Penalty: 4714.269531
	Iteration 14Q: 3 clusters Score -1879587 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1879674.500000 Penalty: 4714.269531
	Iteration 15Q: 3 clusters Score -1879674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1879764.750000 Penalty: 4714.269531
	Iteration 16Q: 3 clusters Score -1879765 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1879864.125000 Penalty: 4714.269531
	Iteration 17Q: 3 clusters Score -1879864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1879981.000000 Penalty: 4714.269531
	Iteration 18Q: 3 clusters Score -1879981 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1880115.375000 Penalty: 4714.269531
	Iteration 19Q: 3 clusters Score -1880115 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1880285.625000 Penalty: 4714.269531
	Iteration 20F: 3 clusters Score -1880286 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1880499.875000 Penalty: 4714.269531
	Iteration 21Q: 3 clusters Score -1880500 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1880761.375000 Penalty: 4714.269531
	Iteration 22Q: 3 clusters Score -1880761 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1881063.375000 Penalty: 4714.269531
	Iteration 23Q: 3 clusters Score -1881063 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1881380.250000 Penalty: 4714.269531
	Iteration 24Q: 3 clusters Score -1881380 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1881687.250000 Penalty: 4714.269531
	Iteration 25Q: 3 clusters Score -1881687 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1881965.875000 Penalty: 4714.269531
	Iteration 26Q: 3 clusters Score -1881966 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1882228.125000 Penalty: 4714.269531
	Iteration 27Q: 3 clusters Score -1882228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1882439.625000 Penalty: 4714.269531
	Iteration 28Q: 3 clusters Score -1882440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1882614.750000 Penalty: 4714.269531
	Iteration 29Q: 3 clusters Score -1882615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1882762.375000 Penalty: 4714.269531
	Iteration 30Q: 3 clusters Score -1882762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1882851.375000 Penalty: 4714.269531
	Iteration 31Q: 3 clusters Score -1882851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1882913.125000 Penalty: 4714.269531
	Iteration 32Q: 3 clusters Score -1882913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1882959.000000 Penalty: 4714.269531
	Iteration 33Q: 3 clusters Score -1882959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1882996.375000 Penalty: 4714.269531
	Iteration 34Q: 3 clusters Score -1882996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1883021.625000 Penalty: 4714.269531
	Iteration 35Q: 3 clusters Score -1883022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1883043.625000 Penalty: 4714.269531
	Iteration 36Q: 3 clusters Score -1883044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1883056.625000 Penalty: 4714.269531
	Iteration 37Q: 3 clusters Score -1883057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1883064.375000 Penalty: 4714.269531
	Iteration 38Q: 3 clusters Score -1883064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1883072.375000 Penalty: 4714.269531
	Iteration 39Q: 3 clusters Score -1883072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1883086.125000 Penalty: 4714.269531
	Iteration 40F: 3 clusters Score -1883086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1883095.000000 Penalty: 4714.269531
	Iteration 41Q: 3 clusters Score -1883095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1883101.750000 Penalty: 4714.269531
	Iteration 42Q: 3 clusters Score -1883102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1883104.875000 Penalty: 4714.269531
	Iteration 43Q: 3 clusters Score -1883105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1883108.000000 Penalty: 4714.269531
	Iteration 44Q: 3 clusters Score -1883108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1883112.500000 Penalty: 4714.269531
	Iteration 45Q: 3 clusters Score -1883112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1883110.750000 Penalty: 4714.269531
	Iteration 46Q: 3 clusters Score -1883111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1883116.125000 Penalty: 4714.269531
	Iteration 47Q: 3 clusters Score -1883116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1883116.000000 Penalty: 4714.269531
	Iteration 48Q: 3 clusters Score -1883116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1883118.875000 Penalty: 4714.269531
	Iteration 49Q: 3 clusters Score -1883119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1883120.375000 Penalty: 4714.269531
	Iteration 50Q: 3 clusters Score -1883120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1883120.375000 Penalty: 4714.269531
	Iteration 51F: 3 clusters Score -1883120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -840341.625000 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -840341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -835353.625000 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -835353.6 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -836559.437500 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -836559.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -836811.750000 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -836811.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -836968.000000 Penalty: 4299.425293
	Iteration 3F: 3 clusters Score -836968 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -837082.125000 Penalty: 4299.425293
	Iteration 4Q: 3 clusters Score -837082.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -837193.000000 Penalty: 4299.425293
	Iteration 5Q: 3 clusters Score -837193 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -837304.687500 Penalty: 4299.425293
	Iteration 6Q: 3 clusters Score -837304.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -837399.437500 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -837399.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -837514.937500 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -837514.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -837628.562500 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -837628.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -837724.812500 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -837724.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -837832.062500 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -837832.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -837928.687500 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -837928.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -838023.125000 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -838023.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -838119.687500 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -838119.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -838198.250000 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -838198.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -838266.875000 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -838266.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -838333.875000 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -838333.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -838378.562500 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -838378.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -838406.687500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -838406.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -838432.375000 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -838432.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -838454.312500 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -838454.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -838472.562500 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -838472.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -838489.437500 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -838489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -838510.312500 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -838510.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -838527.937500 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -838527.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -838540.750000 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -838540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -838553.000000 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -838553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -838563.125000 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -838563.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -838573.250000 Penalty: 4299.425293
	Iteration 29Q: 3 clusters Score -838573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -838582.062500 Penalty: 4299.425293
	Iteration 30Q: 3 clusters Score -838582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -838588.312500 Penalty: 4299.425293
	Iteration 31Q: 3 clusters Score -838588.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -838597.000000 Penalty: 4299.425293
	Iteration 32Q: 3 clusters Score -838597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -838599.812500 Penalty: 4299.425293
	Iteration 33Q: 3 clusters Score -838599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -838603.812500 Penalty: 4299.425293
	Iteration 34Q: 3 clusters Score -838603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -838608.000000 Penalty: 4299.425293
	Iteration 35Q: 3 clusters Score -838608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -838610.812500 Penalty: 4299.425293
	Iteration 36Q: 3 clusters Score -838610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -838610.000000 Penalty: 4299.425293
	Iteration 37Q: 3 clusters Score -838610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -838610.000000 Penalty: 4299.425293
	Iteration 38F: 3 clusters Score -838610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Entering Unmasked Estep 
Score: -3310202.750000 Penalty: 2499.486572
	Iteration 0F: 2 clusters Score -3310203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3293761.750000 Penalty: 4998.973145
	Iteration 0F: 3 clusters Score -3293762 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3299508.250000 Penalty: 4998.973145
	Iteration 1F: 3 clusters Score -3299508 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3300082.000000 Penalty: 4998.973145
	Iteration 2F: 3 clusters Score -3300082 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3300647.000000 Penalty: 4998.973145
	Iteration 3F: 3 clusters Score -3300647 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3301194.750000 Penalty: 4998.973145
	Iteration 4Q: 3 clusters Score -3301195 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3301798.000000 Penalty: 4998.973145
	Iteration 5Q: 3 clusters Score -3301798 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3302397.750000 Penalty: 4998.973145
	Iteration 6Q: 3 clusters Score -3302398 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3303044.000000 Penalty: 4998.973145
	Iteration 7Q: 3 clusters Score -3303044 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3303573.250000 Penalty: 4998.973145
	Iteration 8Q: 3 clusters Score -3303573 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3304037.000000 Penalty: 4998.973145
	Iteration 9Q: 3 clusters Score -3304037 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3304401.750000 Penalty: 4998.973145
	Iteration 10Q: 3 clusters Score -3304402 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3304751.000000 Penalty: 4998.973145
	Iteration 11Q: 3 clusters Score -3304751 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3305024.750000 Penalty: 4998.973145
	Iteration 12Q: 3 clusters Score -3305025 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3305305.000000 Penalty: 4998.973145
	Iteration 13Q: 3 clusters Score -3305305 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3305540.250000 Penalty: 4998.973145
	Iteration 14Q: 3 clusters Score -3305540 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3305757.750000 Penalty: 4998.973145
	Iteration 15Q: 3 clusters Score -3305758 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3305967.000000 Penalty: 4998.973145
	Iteration 16Q: 3 clusters Score -3305967 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3306152.500000 Penalty: 4998.973145
	Iteration 17Q: 3 clusters Score -3306152 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3306317.000000 Penalty: 4998.973145
	Iteration 18Q: 3 clusters Score -3306317 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3306428.250000 Penalty: 4998.973145
	Iteration 19Q: 3 clusters Score -3306428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3306507.500000 Penalty: 4998.973145
	Iteration 20F: 3 clusters Score -3306508 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3306597.250000 Penalty: 4998.973145
	Iteration 21Q: 3 clusters Score -3306597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3306652.250000 Penalty: 4998.973145
	Iteration 22Q: 3 clusters Score -3306652 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3306717.500000 Penalty: 4998.973145
	Iteration 23Q: 3 clusters Score -3306718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3306769.250000 Penalty: 4998.973145
	Iteration 24Q: 3 clusters Score -3306769 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3306816.000000 Penalty: 4998.973145
	Iteration 25Q: 3 clusters Score -3306816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3306877.750000 Penalty: 4998.973145
	Iteration 26Q: 3 clusters Score -3306878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3306912.250000 Penalty: 4998.973145
	Iteration 27Q: 3 clusters Score -3306912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3306943.250000 Penalty: 4998.973145
	Iteration 28Q: 3 clusters Score -3306943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3306973.500000 Penalty: 4998.973145
	Iteration 29Q: 3 clusters Score -3306974 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3307020.250000 Penalty: 4998.973145
	Iteration 30Q: 3 clusters Score -3307020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3307043.750000 Penalty: 4998.973145
	Iteration 31Q: 3 clusters Score -3307044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3307074.750000 Penalty: 4998.973145
	Iteration 32Q: 3 clusters Score -3307075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3307100.000000 Penalty: 4998.973145
	Iteration 33Q: 3 clusters Score -3307100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3307136.000000 Penalty: 4998.973145
	Iteration 34Q: 3 clusters Score -3307136 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3307164.500000 Penalty: 4998.973145
	Iteration 35Q: 3 clusters Score -3307164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3307209.000000 Penalty: 4998.973145
	Iteration 36Q: 3 clusters Score -3307209 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3307245.250000 Penalty: 4998.973145
	Iteration 37Q: 3 clusters Score -3307245 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3307287.500000 Penalty: 4998.973145
	Iteration 38Q: 3 clusters Score -3307288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3307341.000000 Penalty: 4998.973145
	Iteration 39Q: 3 clusters Score -3307341 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3307398.000000 Penalty: 4998.973145
	Iteration 40F: 3 clusters Score -3307398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3307455.750000 Penalty: 4998.973145
	Iteration 41Q: 3 clusters Score -3307456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3307497.000000 Penalty: 4998.973145
	Iteration 42Q: 3 clusters Score -3307497 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3307553.500000 Penalty: 4998.973145
	Iteration 43Q: 3 clusters Score -3307554 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3307602.750000 Penalty: 4998.973145
	Iteration 44Q: 3 clusters Score -3307603 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3307655.000000 Penalty: 4998.973145
	Iteration 45Q: 3 clusters Score -3307655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3307727.500000 Penalty: 4998.973145
	Iteration 46Q: 3 clusters Score -3307728 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3307799.750000 Penalty: 4998.973145
	Iteration 47Q: 3 clusters Score -3307800 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3307877.000000 Penalty: 4998.973145
	Iteration 48Q: 3 clusters Score -3307877 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3307945.250000 Penalty: 4998.973145
	Iteration 49Q: 3 clusters Score -3307945 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3308044.750000 Penalty: 4998.973145
	Iteration 50Q: 3 clusters Score -3308045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3308143.500000 Penalty: 4998.973145
	Iteration 51Q: 3 clusters Score -3308144 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3308267.000000 Penalty: 4998.973145
	Iteration 52Q: 3 clusters Score -3308267 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3308394.500000 Penalty: 4998.973145
	Iteration 53Q: 3 clusters Score -3308394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3308537.500000 Penalty: 4998.973145
	Iteration 54Q: 3 clusters Score -3308538 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3308671.750000 Penalty: 4998.973145
	Iteration 55Q: 3 clusters Score -3308672 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3308786.750000 Penalty: 4998.973145
	Iteration 56Q: 3 clusters Score -3308787 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3308894.500000 Penalty: 4998.973145
	Iteration 57Q: 3 clusters Score -3308894 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3308985.750000 Penalty: 4998.973145
	Iteration 58Q: 3 clusters Score -3308986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3309076.250000 Penalty: 4998.973145
	Iteration 59Q: 3 clusters Score -3309076 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3309148.000000 Penalty: 4998.973145
	Iteration 60F: 3 clusters Score -3309148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3309193.250000 Penalty: 4998.973145
	Iteration 61Q: 3 clusters Score -3309193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3309230.750000 Penalty: 4998.973145
	Iteration 62Q: 3 clusters Score -3309231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3309267.000000 Penalty: 4998.973145
	Iteration 63Q: 3 clusters Score -3309267 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3309293.750000 Penalty: 4998.973145
	Iteration 64Q: 3 clusters Score -3309294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3309304.250000 Penalty: 4998.973145
	Iteration 65Q: 3 clusters Score -3309304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3309320.500000 Penalty: 4998.973145
	Iteration 66Q: 3 clusters Score -3309320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3309334.000000 Penalty: 4998.973145
	Iteration 67Q: 3 clusters Score -3309334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3309346.250000 Penalty: 4998.973145
	Iteration 68Q: 3 clusters Score -3309346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3309351.750000 Penalty: 4998.973145
	Iteration 69Q: 3 clusters Score -3309352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3309354.250000 Penalty: 4998.973145
	Iteration 70Q: 3 clusters Score -3309354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3309353.500000 Penalty: 4998.973145
	Iteration 71Q: 3 clusters Score -3309354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3309357.250000 Penalty: 4998.973145
	Iteration 72Q: 3 clusters Score -3309357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3309362.500000 Penalty: 4998.973145
	Iteration 73Q: 3 clusters Score -3309362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3309365.500000 Penalty: 4998.973145
	Iteration 74Q: 3 clusters Score -3309366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3309369.750000 Penalty: 4998.973145
	Iteration 75Q: 3 clusters Score -3309370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3309374.750000 Penalty: 4998.973145
	Iteration 76Q: 3 clusters Score -3309375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3309372.500000 Penalty: 4998.973145
	Iteration 77Q: 3 clusters Score -3309372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3309375.250000 Penalty: 4998.973145
	Iteration 78Q: 3 clusters Score -3309375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3309380.250000 Penalty: 4998.973145
	Iteration 79Q: 3 clusters Score -3309380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3309375.250000 Penalty: 4998.973145
	Iteration 80F: 3 clusters Score -3309375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3309376.750000 Penalty: 4998.973145
	Iteration 81Q: 3 clusters Score -3309377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3309375.250000 Penalty: 4998.973145
	Iteration 82Q: 3 clusters Score -3309375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3309381.250000 Penalty: 4998.973145
	Iteration 83Q: 3 clusters Score -3309381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3309381.250000 Penalty: 4998.973145
	Iteration 84F: 3 clusters Score -3309381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -327941.625000 Penalty: 1932.400146
	Iteration 0F: 2 clusters Score -327941.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -325112.968750 Penalty: 3864.800293
	Iteration 0F: 3 clusters Score -325113 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -325709.375000 Penalty: 3864.800293
	Iteration 1F: 3 clusters Score -325709.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -325883.718750 Penalty: 3864.800293
	Iteration 2F: 3 clusters Score -325883.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -326005.875000 Penalty: 3864.800293
	Iteration 3F: 3 clusters Score -326005.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326129.125000 Penalty: 3864.800293
	Iteration 4F: 3 clusters Score -326129.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -326239.125000 Penalty: 3864.800293
	Iteration 5Q: 3 clusters Score -326239.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -326364.531250 Penalty: 3864.800293
	Iteration 6Q: 3 clusters Score -326364.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -326481.531250 Penalty: 3864.800293
	Iteration 7Q: 3 clusters Score -326481.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326609.343750 Penalty: 3864.800293
	Iteration 8Q: 3 clusters Score -326609.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -326723.593750 Penalty: 3864.800293
	Iteration 9Q: 3 clusters Score -326723.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -326815.906250 Penalty: 3864.800293
	Iteration 10Q: 3 clusters Score -326815.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -326876.531250 Penalty: 3864.800293
	Iteration 11Q: 3 clusters Score -326876.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -326933.500000 Penalty: 3864.800293
	Iteration 12Q: 3 clusters Score -326933.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -326970.906250 Penalty: 3864.800293
	Iteration 13Q: 3 clusters Score -326970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -326987.062500 Penalty: 3864.800293
	Iteration 14Q: 3 clusters Score -326987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326998.468750 Penalty: 3864.800293
	Iteration 15Q: 3 clusters Score -326998.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -327012.281250 Penalty: 3864.800293
	Iteration 16Q: 3 clusters Score -327012.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -327027.000000 Penalty: 3864.800293
	Iteration 17Q: 3 clusters Score -327027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -327040.468750 Penalty: 3864.800293
	Iteration 18Q: 3 clusters Score -327040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -327043.812500 Penalty: 3864.800293
	Iteration 19Q: 3 clusters Score -327043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -327051.125000 Penalty: 3864.800293
	Iteration 20F: 3 clusters Score -327051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -327058.000000 Penalty: 3864.800293
	Iteration 21Q: 3 clusters Score -327058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -327059.656250 Penalty: 3864.800293
	Iteration 22Q: 3 clusters Score -327059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -327060.593750 Penalty: 3864.800293
	Iteration 23Q: 3 clusters Score -327060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -327062.000000 Penalty: 3864.800293
	Iteration 24Q: 3 clusters Score -327062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -327064.875000 Penalty: 3864.800293
	Iteration 25Q: 3 clusters Score -327064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -327066.125000 Penalty: 3864.800293
	Iteration 26Q: 3 clusters Score -327066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -327068.343750 Penalty: 3864.800293
	Iteration 27Q: 3 clusters Score -327068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -327068.343750 Penalty: 3864.800293
	Iteration 28F: 3 clusters Score -327068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1517664.875000 Penalty: 2327.471436
	Iteration 0F: 2 clusters Score -1517665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1508813.375000 Penalty: 4654.942871
	Iteration 0F: 3 clusters Score -1508813 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1511657.625000 Penalty: 4654.942871
	Iteration 1F: 3 clusters Score -1511658 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1512258.625000 Penalty: 4654.942871
	Iteration 2F: 3 clusters Score -1512259 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1512835.875000 Penalty: 4654.942871
	Iteration 3F: 3 clusters Score -1512836 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1513379.625000 Penalty: 4654.942871
	Iteration 4F: 3 clusters Score -1513380 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1513866.750000 Penalty: 4654.942871
	Iteration 5F: 3 clusters Score -1513867 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1514322.625000 Penalty: 4654.942871
	Iteration 6F: 3 clusters Score -1514323 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1514683.750000 Penalty: 4654.942871
	Iteration 7Q: 3 clusters Score -1514684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1515004.875000 Penalty: 4654.942871
	Iteration 8Q: 3 clusters Score -1515005 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1515251.750000 Penalty: 4654.942871
	Iteration 9Q: 3 clusters Score -1515252 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1515447.125000 Penalty: 4654.942871
	Iteration 10Q: 3 clusters Score -1515447 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1515568.625000 Penalty: 4654.942871
	Iteration 11Q: 3 clusters Score -1515569 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1515665.750000 Penalty: 4654.942871
	Iteration 12Q: 3 clusters Score -1515666 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1515722.750000 Penalty: 4654.942871
	Iteration 13Q: 3 clusters Score -1515723 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1515761.375000 Penalty: 4654.942871
	Iteration 14Q: 3 clusters Score -1515761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1515800.000000 Penalty: 4654.942871
	Iteration 15Q: 3 clusters Score -1515800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1515823.750000 Penalty: 4654.942871
	Iteration 16Q: 3 clusters Score -1515824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1515850.500000 Penalty: 4654.942871
	Iteration 17Q: 3 clusters Score -1515850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1515861.500000 Penalty: 4654.942871
	Iteration 18Q: 3 clusters Score -1515862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1515874.875000 Penalty: 4654.942871
	Iteration 19Q: 3 clusters Score -1515875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1515888.500000 Penalty: 4654.942871
	Iteration 20F: 3 clusters Score -1515888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1515893.125000 Penalty: 4654.942871
	Iteration 21Q: 3 clusters Score -1515893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1515899.625000 Penalty: 4654.942871
	Iteration 22Q: 3 clusters Score -1515900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1515902.625000 Penalty: 4654.942871
	Iteration 23Q: 3 clusters Score -1515903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1515908.375000 Penalty: 4654.942871
	Iteration 24Q: 3 clusters Score -1515908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1515908.000000 Penalty: 4654.942871
	Iteration 25Q: 3 clusters Score -1515908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1515911.500000 Penalty: 4654.942871
	Iteration 26Q: 3 clusters Score -1515912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1515912.625000 Penalty: 4654.942871
	Iteration 27Q: 3 clusters Score -1515913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1515919.000000 Penalty: 4654.942871
	Iteration 28Q: 3 clusters Score -1515919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1515922.875000 Penalty: 4654.942871
	Iteration 29Q: 3 clusters Score -1515923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1515925.625000 Penalty: 4654.942871
	Iteration 30Q: 3 clusters Score -1515926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1515925.625000 Penalty: 4654.942871
	Iteration 31Q: 3 clusters Score -1515926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1515929.625000 Penalty: 4654.942871
	Iteration 32Q: 3 clusters Score -1515930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1515936.000000 Penalty: 4654.942871
	Iteration 33Q: 3 clusters Score -1515936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1515937.000000 Penalty: 4654.942871
	Iteration 34Q: 3 clusters Score -1515937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1515938.500000 Penalty: 4654.942871
	Iteration 35Q: 3 clusters Score -1515938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1515942.875000 Penalty: 4654.942871
	Iteration 36Q: 3 clusters Score -1515943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1515942.125000 Penalty: 4654.942871
	Iteration 37Q: 3 clusters Score -1515942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1515946.375000 Penalty: 4654.942871
	Iteration 38Q: 3 clusters Score -1515946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1515946.000000 Penalty: 4654.942871
	Iteration 39Q: 3 clusters Score -1515946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1515949.750000 Penalty: 4654.942871
	Iteration 40F: 3 clusters Score -1515950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1515949.375000 Penalty: 4654.942871
	Iteration 41Q: 3 clusters Score -1515949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1515951.500000 Penalty: 4654.942871
	Iteration 42Q: 3 clusters Score -1515952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1515953.625000 Penalty: 4654.942871
	Iteration 43Q: 3 clusters Score -1515954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1515961.000000 Penalty: 4654.942871
	Iteration 44Q: 3 clusters Score -1515961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1515964.250000 Penalty: 4654.942871
	Iteration 45Q: 3 clusters Score -1515964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1515968.000000 Penalty: 4654.942871
	Iteration 46Q: 3 clusters Score -1515968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1515966.375000 Penalty: 4654.942871
	Iteration 47Q: 3 clusters Score -1515966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1515968.875000 Penalty: 4654.942871
	Iteration 48Q: 3 clusters Score -1515969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1515968.000000 Penalty: 4654.942871
	Iteration 49Q: 3 clusters Score -1515968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1515969.250000 Penalty: 4654.942871
	Iteration 50Q: 3 clusters Score -1515969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1515969.250000 Penalty: 4654.942871
	Iteration 51F: 3 clusters Score -1515969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Entering Unmasked Estep 
Score: -1405310.875000 Penalty: 2295.033203
	Iteration 0F: 2 clusters Score -1405311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1397342.250000 Penalty: 4590.066406
	Iteration 0F: 3 clusters Score -1397342 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1399717.750000 Penalty: 4590.066406
	Iteration 1F: 3 clusters Score -1399718 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1400001.000000 Penalty: 4590.066406
	Iteration 2F: 3 clusters Score -1400001 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1400199.625000 Penalty: 4590.066406
	Iteration 3Q: 3 clusters Score -1400200 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1400378.250000 Penalty: 4590.066406
	Iteration 4Q: 3 clusters Score -1400378 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1400532.375000 Penalty: 4590.066406
	Iteration 5Q: 3 clusters Score -1400532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1400672.000000 Penalty: 4590.066406
	Iteration 6Q: 3 clusters Score -1400672 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1400812.125000 Penalty: 4590.066406
	Iteration 7Q: 3 clusters Score -1400812 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1400975.750000 Penalty: 4590.066406
	Iteration 8Q: 3 clusters Score -1400976 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1401144.375000 Penalty: 4590.066406
	Iteration 9Q: 3 clusters Score -1401144 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1401338.000000 Penalty: 4590.066406
	Iteration 10Q: 3 clusters Score -1401338 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1401567.625000 Penalty: 4590.066406
	Iteration 11Q: 3 clusters Score -1401568 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1401830.375000 Penalty: 4590.066406
	Iteration 12Q: 3 clusters Score -1401830 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1402079.750000 Penalty: 4590.066406
	Iteration 13Q: 3 clusters Score -1402080 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1402335.000000 Penalty: 4590.066406
	Iteration 14Q: 3 clusters Score -1402335 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1402591.625000 Penalty: 4590.066406
	Iteration 15Q: 3 clusters Score -1402592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1402812.000000 Penalty: 4590.066406
	Iteration 16Q: 3 clusters Score -1402812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1402979.125000 Penalty: 4590.066406
	Iteration 17Q: 3 clusters Score -1402979 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1403081.375000 Penalty: 4590.066406
	Iteration 18Q: 3 clusters Score -1403081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1403155.125000 Penalty: 4590.066406
	Iteration 19Q: 3 clusters Score -1403155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1403222.375000 Penalty: 4590.066406
	Iteration 20F: 3 clusters Score -1403222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1403265.375000 Penalty: 4590.066406
	Iteration 21Q: 3 clusters Score -1403265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1403294.250000 Penalty: 4590.066406
	Iteration 22Q: 3 clusters Score -1403294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1403323.500000 Penalty: 4590.066406
	Iteration 23Q: 3 clusters Score -1403324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1403336.000000 Penalty: 4590.066406
	Iteration 24Q: 3 clusters Score -1403336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1403354.000000 Penalty: 4590.066406
	Iteration 25Q: 3 clusters Score -1403354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1403369.625000 Penalty: 4590.066406
	Iteration 26Q: 3 clusters Score -1403370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1403380.375000 Penalty: 4590.066406
	Iteration 27Q: 3 clusters Score -1403380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1403388.875000 Penalty: 4590.066406
	Iteration 28Q: 3 clusters Score -1403389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1403394.625000 Penalty: 4590.066406
	Iteration 29Q: 3 clusters Score -1403395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1403400.500000 Penalty: 4590.066406
	Iteration 30Q: 3 clusters Score -1403400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1403406.125000 Penalty: 4590.066406
	Iteration 31Q: 3 clusters Score -1403406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1403411.375000 Penalty: 4590.066406
	Iteration 32Q: 3 clusters Score -1403411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1403415.625000 Penalty: 4590.066406
	Iteration 33Q: 3 clusters Score -1403416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1403418.750000 Penalty: 4590.066406
	Iteration 34Q: 3 clusters Score -1403419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1403418.250000 Penalty: 4590.066406
	Iteration 35Q: 3 clusters Score -1403418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1403420.000000 Penalty: 4590.066406
	Iteration 36Q: 3 clusters Score -1403420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1403417.875000 Penalty: 4590.066406
	Iteration 37Q: 3 clusters Score -1403418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1403419.500000 Penalty: 4590.066406
	Iteration 38Q: 3 clusters Score -1403420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1403419.500000 Penalty: 4590.066406
	Iteration 39F: 3 clusters Score -1403420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -624323.375000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -624323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -620165.187500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -620165.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -621117.875000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -621117.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -621418.500000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -621418.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -621639.062500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -621639.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -621830.875000 Penalty: 4164.380859
	Iteration 4F: 3 clusters Score -621830.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -621995.312500 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -621995.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -622126.250000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -622126.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -622246.500000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -622246.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -622354.437500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -622354.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -622456.000000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -622456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -622550.750000 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -622550.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -622634.437500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -622634.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -622708.312500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -622708.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -622768.812500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -622768.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -622823.500000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -622823.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -622859.125000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -622859.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -622883.000000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -622883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -622900.187500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -622900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -622915.562500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -622915.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -622931.250000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -622931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -622945.625000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -622945.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -622958.750000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -622958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -622969.312500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -622969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -622977.437500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -622977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -622980.000000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -622980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -622981.875000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -622981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -622983.312500 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -622983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -622984.375000 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -622984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -622987.625000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -622987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -622988.000000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -622988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -622991.625000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -622991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -622992.625000 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -622992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -622992.375000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -622992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -622993.562500 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -622993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -622995.687500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -622995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -622995.750000 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -622995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -622996.250000 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -622996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -622998.250000 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -622998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -622998.125000 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -622998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -622998.937500 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -622998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -622998.500000 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -622998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -623000.187500 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -623000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -623003.812500 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -623003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -623007.875000 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -623007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -623010.562500 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -623010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -623013.875000 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -623013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -623014.125000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -623014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -623014.437500 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -623014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -623017.062500 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -623017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -623017.062500 Penalty: 4164.380859
	Iteration 49F: 3 clusters Score -623017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Entering Unmasked Estep 
Score: -3055645.250000 Penalty: 2466.268066
	Iteration 0F: 2 clusters Score -3055645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3040908.000000 Penalty: 4932.536133
	Iteration 0F: 3 clusters Score -3040908 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3045731.000000 Penalty: 4932.536133
	Iteration 1F: 3 clusters Score -3045731 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3046128.750000 Penalty: 4932.536133
	Iteration 2F: 3 clusters Score -3046129 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3046480.750000 Penalty: 4932.536133
	Iteration 3Q: 3 clusters Score -3046481 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3046826.250000 Penalty: 4932.536133
	Iteration 4Q: 3 clusters Score -3046826 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3047213.750000 Penalty: 4932.536133
	Iteration 5Q: 3 clusters Score -3047214 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3047667.500000 Penalty: 4932.536133
	Iteration 6Q: 3 clusters Score -3047668 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3048319.750000 Penalty: 4932.536133
	Iteration 7Q: 3 clusters Score -3048320 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3049192.500000 Penalty: 4932.536133
	Iteration 8F: 3 clusters Score -3049192 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3050229.750000 Penalty: 4932.536133
	Iteration 9F: 3 clusters Score -3050230 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3051266.750000 Penalty: 4932.536133
	Iteration 10F: 3 clusters Score -3051267 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3052078.750000 Penalty: 4932.536133
	Iteration 11Q: 3 clusters Score -3052079 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3052627.750000 Penalty: 4932.536133
	Iteration 12Q: 3 clusters Score -3052628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3052945.750000 Penalty: 4932.536133
	Iteration 13Q: 3 clusters Score -3052946 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3053139.750000 Penalty: 4932.536133
	Iteration 14Q: 3 clusters Score -3053140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3053259.000000 Penalty: 4932.536133
	Iteration 15Q: 3 clusters Score -3053259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3053337.250000 Penalty: 4932.536133
	Iteration 16Q: 3 clusters Score -3053337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3053393.500000 Penalty: 4932.536133
	Iteration 17Q: 3 clusters Score -3053394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3053426.250000 Penalty: 4932.536133
	Iteration 18Q: 3 clusters Score -3053426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3053455.250000 Penalty: 4932.536133
	Iteration 19Q: 3 clusters Score -3053455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3053475.500000 Penalty: 4932.536133
	Iteration 20F: 3 clusters Score -3053476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3053480.500000 Penalty: 4932.536133
	Iteration 21Q: 3 clusters Score -3053480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3053487.500000 Penalty: 4932.536133
	Iteration 22Q: 3 clusters Score -3053488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3053490.000000 Penalty: 4932.536133
	Iteration 23Q: 3 clusters Score -3053490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3053494.250000 Penalty: 4932.536133
	Iteration 24Q: 3 clusters Score -3053494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3053497.750000 Penalty: 4932.536133
	Iteration 25Q: 3 clusters Score -3053498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3053501.750000 Penalty: 4932.536133
	Iteration 26Q: 3 clusters Score -3053502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3053508.500000 Penalty: 4932.536133
	Iteration 27Q: 3 clusters Score -3053508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3053509.500000 Penalty: 4932.536133
	Iteration 28Q: 3 clusters Score -3053510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3053513.500000 Penalty: 4932.536133
	Iteration 29Q: 3 clusters Score -3053514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3053518.250000 Penalty: 4932.536133
	Iteration 30Q: 3 clusters Score -3053518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3053518.750000 Penalty: 4932.536133
	Iteration 31Q: 3 clusters Score -3053519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3053518.500000 Penalty: 4932.536133
	Iteration 32Q: 3 clusters Score -3053518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3053523.750000 Penalty: 4932.536133
	Iteration 33Q: 3 clusters Score -3053524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3053524.000000 Penalty: 4932.536133
	Iteration 34Q: 3 clusters Score -3053524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3053524.000000 Penalty: 4932.536133
	Iteration 35F: 3 clusters Score -3053524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -199992.562500 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -199992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197818.125000 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -197818.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -199516.812500 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -199516.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200580.906250 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -200580.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -201502.562500 Penalty: 3663.382080
	Iteration 3F: 3 clusters Score -201502.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -201818.750000 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -201818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -201855.312500 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -201855.3 nChanged 6
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: -201883.031250 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -201883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -201943.312500 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -201943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -201981.093750 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -201981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201983.187500 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -201983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201983.187500 Penalty: 3663.382080
	Iteration 10F: 3 clusters Score -201983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 26210 members 
Mstep: Class 11 contains 111653 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 1093 members 
Mstep: Class 26 contains 182693 members 
Mstep: Class 27 contains 30319 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 520 members 
Entering Unmasked Estep 
Score: -128935696.000000 Penalty: 105449.875000
Splitting cluster 25 changes total score from -128935216.000000 to -128935696.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (182693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182693 members 
Entering Unmasked Estep 
Score: -26763900.000000 Penalty: 3004.659424
	Iteration 0F: 2 clusters Score -2.67639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -26648528.000000 Penalty: 6009.318848
	Iteration 0F: 3 clusters Score -2.664853e+07 nChanged 87771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -26700416.000000 Penalty: 6009.318848
	Iteration 1F: 3 clusters Score -2.670042e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -26701744.000000 Penalty: 6009.318848
	Iteration 2Q: 3 clusters Score -2.670174e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -26703512.000000 Penalty: 6009.318848
	Iteration 3Q: 3 clusters Score -2.670351e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -26705958.000000 Penalty: 6009.318848
	Iteration 4Q: 3 clusters Score -2.670596e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -26709696.000000 Penalty: 6009.318848
	Iteration 5Q: 3 clusters Score -2.67097e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -26715444.000000 Penalty: 6009.318848
	Iteration 6F: 3 clusters Score -2.671544e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -26723052.000000 Penalty: 6009.318848
	Iteration 7F: 3 clusters Score -2.672305e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128769 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -26731390.000000 Penalty: 6009.318848
	Iteration 8F: 3 clusters Score -2.673139e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -26739714.000000 Penalty: 6009.318848
	Iteration 9F: 3 clusters Score -2.673971e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -26746220.000000 Penalty: 6009.318848
	Iteration 10F: 3 clusters Score -2.674622e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -26750416.000000 Penalty: 6009.318848
	Iteration 11Q: 3 clusters Score -2.675042e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -26753210.000000 Penalty: 6009.318848
	Iteration 12Q: 3 clusters Score -2.675321e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -26755082.000000 Penalty: 6009.318848
	Iteration 13Q: 3 clusters Score -2.675508e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -26756594.000000 Penalty: 6009.318848
	Iteration 14Q: 3 clusters Score -2.675659e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -26757908.000000 Penalty: 6009.318848
	Iteration 15Q: 3 clusters Score -2.675791e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -26759160.000000 Penalty: 6009.318848
	Iteration 16Q: 3 clusters Score -2.675916e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177407 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -26760134.000000 Penalty: 6009.318848
	Iteration 17Q: 3 clusters Score -2.676013e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178640 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -26760782.000000 Penalty: 6009.318848
	Iteration 18Q: 3 clusters Score -2.676078e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -26761234.000000 Penalty: 6009.318848
	Iteration 19Q: 3 clusters Score -2.676123e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -26761468.000000 Penalty: 6009.318848
	Iteration 20F: 3 clusters Score -2.676147e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180566 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -26761526.000000 Penalty: 6009.318848
	Iteration 21Q: 3 clusters Score -2.676153e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180909 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -26761634.000000 Penalty: 6009.318848
	Iteration 22Q: 3 clusters Score -2.676163e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -26761626.000000 Penalty: 6009.318848
	Iteration 23Q: 3 clusters Score -2.676163e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181321 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -26761608.000000 Penalty: 6009.318848
	Iteration 24Q: 3 clusters Score -2.676161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -26761630.000000 Penalty: 6009.318848
	Iteration 25Q: 3 clusters Score -2.676163e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181516 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -26761642.000000 Penalty: 6009.318848
	Iteration 26Q: 3 clusters Score -2.676164e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26761694.000000 Penalty: 6009.318848
	Iteration 27Q: 3 clusters Score -2.676169e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181640 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -26761696.000000 Penalty: 6009.318848
	Iteration 28Q: 3 clusters Score -2.67617e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181688 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -26761682.000000 Penalty: 6009.318848
	Iteration 29Q: 3 clusters Score -2.676168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -26761696.000000 Penalty: 6009.318848
	Iteration 30Q: 3 clusters Score -2.67617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -26761682.000000 Penalty: 6009.318848
	Iteration 31Q: 3 clusters Score -2.676168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181777 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -26761672.000000 Penalty: 6009.318848
	Iteration 32Q: 3 clusters Score -2.676167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 33Q: 3 clusters Score -2.676164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181807 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -26761614.000000 Penalty: 6009.318848
	Iteration 34Q: 3 clusters Score -2.676161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -26761630.000000 Penalty: 6009.318848
	Iteration 35Q: 3 clusters Score -2.676163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -26761646.000000 Penalty: 6009.318848
	Iteration 36Q: 3 clusters Score -2.676165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -26761652.000000 Penalty: 6009.318848
	Iteration 37Q: 3 clusters Score -2.676165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181825 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -26761678.000000 Penalty: 6009.318848
	Iteration 38Q: 3 clusters Score -2.676168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181832 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 39Q: 3 clusters Score -2.676164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181836 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -26761636.000000 Penalty: 6009.318848
	Iteration 40F: 3 clusters Score -2.676164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181845 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -26761640.000000 Penalty: 6009.318848
	Iteration 41Q: 3 clusters Score -2.676164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -26761656.000000 Penalty: 6009.318848
	Iteration 42Q: 3 clusters Score -2.676166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181858 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -26761654.000000 Penalty: 6009.318848
	Iteration 43Q: 3 clusters Score -2.676165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -26761650.000000 Penalty: 6009.318848
	Iteration 44Q: 3 clusters Score -2.676165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181866 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -26761660.000000 Penalty: 6009.318848
	Iteration 45Q: 3 clusters Score -2.676166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181872 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 46Q: 3 clusters Score -2.676164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181878 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -26761660.000000 Penalty: 6009.318848
	Iteration 47Q: 3 clusters Score -2.676166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -26761642.000000 Penalty: 6009.318848
	Iteration 48Q: 3 clusters Score -2.676164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -26761656.000000 Penalty: 6009.318848
	Iteration 49Q: 3 clusters Score -2.676166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -26761648.000000 Penalty: 6009.318848
	Iteration 50Q: 3 clusters Score -2.676165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -26761660.000000 Penalty: 6009.318848
	Iteration 51Q: 3 clusters Score -2.676166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181891 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -26761646.000000 Penalty: 6009.318848
	Iteration 52Q: 3 clusters Score -2.676165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181895 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -26761666.000000 Penalty: 6009.318848
	Iteration 53Q: 3 clusters Score -2.676167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -26761674.000000 Penalty: 6009.318848
	Iteration 54Q: 3 clusters Score -2.676167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181900 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -26761668.000000 Penalty: 6009.318848
	Iteration 55Q: 3 clusters Score -2.676167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181901 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -26761650.000000 Penalty: 6009.318848
	Iteration 56Q: 3 clusters Score -2.676165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181902 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 57Q: 3 clusters Score -2.676164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181903 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 58Q: 3 clusters Score -2.676164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181904 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -26761646.000000 Penalty: 6009.318848
	Iteration 59Q: 3 clusters Score -2.676165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -26761638.000000 Penalty: 6009.318848
	Iteration 60F: 3 clusters Score -2.676164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181910 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -26761636.000000 Penalty: 6009.318848
	Iteration 61Q: 3 clusters Score -2.676164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181915 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -26761636.000000 Penalty: 6009.318848
	Iteration 62Q: 3 clusters Score -2.676164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181923 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -26761656.000000 Penalty: 6009.318848
	Iteration 63Q: 3 clusters Score -2.676166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -26761644.000000 Penalty: 6009.318848
	Iteration 64Q: 3 clusters Score -2.676164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181931 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -26761636.000000 Penalty: 6009.318848
	Iteration 65Q: 3 clusters Score -2.676164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -26761638.000000 Penalty: 6009.318848
	Iteration 66Q: 3 clusters Score -2.676164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -26761628.000000 Penalty: 6009.318848
	Iteration 67Q: 3 clusters Score -2.676163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -26761656.000000 Penalty: 6009.318848
	Iteration 68Q: 3 clusters Score -2.676166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181945 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -26761634.000000 Penalty: 6009.318848
	Iteration 69Q: 3 clusters Score -2.676163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -26761622.000000 Penalty: 6009.318848
	Iteration 70Q: 3 clusters Score -2.676162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -26761622.000000 Penalty: 6009.318848
	Iteration 71F: 3 clusters Score -2.676162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Entering Unmasked Estep 
Score: -4488866.500000 Penalty: 2559.243408
	Iteration 0F: 2 clusters Score -4488866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4468040.000000 Penalty: 5118.486816
	Iteration 0F: 3 clusters Score -4468040 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4475361.500000 Penalty: 5118.486816
	Iteration 1F: 3 clusters Score -4475362 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4475788.500000 Penalty: 5118.486816
	Iteration 2Q: 3 clusters Score -4475788 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4476233.500000 Penalty: 5118.486816
	Iteration 3Q: 3 clusters Score -4476234 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4476691.000000 Penalty: 5118.486816
	Iteration 4Q: 3 clusters Score -4476691 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4477234.500000 Penalty: 5118.486816
	Iteration 5Q: 3 clusters Score -4477234 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4477963.500000 Penalty: 5118.486816
	Iteration 6Q: 3 clusters Score -4477964 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4478971.000000 Penalty: 5118.486816
	Iteration 7F: 3 clusters Score -4478971 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4480367.000000 Penalty: 5118.486816
	Iteration 8F: 3 clusters Score -4480367 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4481971.500000 Penalty: 5118.486816
	Iteration 9F: 3 clusters Score -4481972 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4483573.500000 Penalty: 5118.486816
	Iteration 10F: 3 clusters Score -4483574 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4484729.000000 Penalty: 5118.486816
	Iteration 11Q: 3 clusters Score -4484729 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4485468.000000 Penalty: 5118.486816
	Iteration 12Q: 3 clusters Score -4485468 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -4485909.500000 Penalty: 5118.486816
	Iteration 13Q: 3 clusters Score -4485910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4486155.000000 Penalty: 5118.486816
	Iteration 14Q: 3 clusters Score -4486155 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4486274.000000 Penalty: 5118.486816
	Iteration 15Q: 3 clusters Score -4486274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4486348.000000 Penalty: 5118.486816
	Iteration 16Q: 3 clusters Score -4486348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4486388.500000 Penalty: 5118.486816
	Iteration 17Q: 3 clusters Score -4486388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4486440.500000 Penalty: 5118.486816
	Iteration 18Q: 3 clusters Score -4486440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4486467.500000 Penalty: 5118.486816
	Iteration 19Q: 3 clusters Score -4486468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4486493.500000 Penalty: 5118.486816
	Iteration 20F: 3 clusters Score -4486494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4486508.500000 Penalty: 5118.486816
	Iteration 21Q: 3 clusters Score -4486508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4486541.000000 Penalty: 5118.486816
	Iteration 22Q: 3 clusters Score -4486541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4486549.000000 Penalty: 5118.486816
	Iteration 23Q: 3 clusters Score -4486549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4486551.500000 Penalty: 5118.486816
	Iteration 24Q: 3 clusters Score -4486552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4486569.500000 Penalty: 5118.486816
	Iteration 25Q: 3 clusters Score -4486570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4486589.000000 Penalty: 5118.486816
	Iteration 26Q: 3 clusters Score -4486589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4486600.000000 Penalty: 5118.486816
	Iteration 27Q: 3 clusters Score -4486600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4486607.500000 Penalty: 5118.486816
	Iteration 28Q: 3 clusters Score -4486608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4486609.000000 Penalty: 5118.486816
	Iteration 29Q: 3 clusters Score -4486609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4486613.000000 Penalty: 5118.486816
	Iteration 30Q: 3 clusters Score -4486613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4486617.000000 Penalty: 5118.486816
	Iteration 31Q: 3 clusters Score -4486617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4486624.500000 Penalty: 5118.486816
	Iteration 32Q: 3 clusters Score -4486624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4486625.000000 Penalty: 5118.486816
	Iteration 33Q: 3 clusters Score -4486625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4486632.500000 Penalty: 5118.486816
	Iteration 34Q: 3 clusters Score -4486632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4486634.500000 Penalty: 5118.486816
	Iteration 35Q: 3 clusters Score -4486634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4486639.000000 Penalty: 5118.486816
	Iteration 36Q: 3 clusters Score -4486639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4486642.000000 Penalty: 5118.486816
	Iteration 37Q: 3 clusters Score -4486642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4486638.000000 Penalty: 5118.486816
	Iteration 38Q: 3 clusters Score -4486638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4486645.000000 Penalty: 5118.486816
	Iteration 39Q: 3 clusters Score -4486645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4486645.500000 Penalty: 5118.486816
	Iteration 40F: 3 clusters Score -4486646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4486644.000000 Penalty: 5118.486816
	Iteration 41Q: 3 clusters Score -4486644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4486643.000000 Penalty: 5118.486816
	Iteration 42Q: 3 clusters Score -4486643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4486642.500000 Penalty: 5118.486816
	Iteration 43Q: 3 clusters Score -4486642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4486642.500000 Penalty: 5118.486816
	Iteration 44F: 3 clusters Score -4486642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Entering Unmasked Estep 
Score: -1493920.875000 Penalty: 2297.160156
	Iteration 0F: 2 clusters Score -1493921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1485806.500000 Penalty: 4594.320312
	Iteration 0F: 3 clusters Score -1485806 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1488350.375000 Penalty: 4594.320312
	Iteration 1F: 3 clusters Score -1488350 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1488848.250000 Penalty: 4594.320312
	Iteration 2F: 3 clusters Score -1488848 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1489348.750000 Penalty: 4594.320312
	Iteration 3F: 3 clusters Score -1489349 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1489784.000000 Penalty: 4594.320312
	Iteration 4F: 3 clusters Score -1489784 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1490160.750000 Penalty: 4594.320312
	Iteration 5F: 3 clusters Score -1490161 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1490485.500000 Penalty: 4594.320312
	Iteration 6F: 3 clusters Score -1490486 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1490742.250000 Penalty: 4594.320312
	Iteration 7Q: 3 clusters Score -1490742 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1490928.250000 Penalty: 4594.320312
	Iteration 8Q: 3 clusters Score -1490928 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1491086.000000 Penalty: 4594.320312
	Iteration 9Q: 3 clusters Score -1491086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1491212.500000 Penalty: 4594.320312
	Iteration 10Q: 3 clusters Score -1491212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1491326.875000 Penalty: 4594.320312
	Iteration 11Q: 3 clusters Score -1491327 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1491416.125000 Penalty: 4594.320312
	Iteration 12Q: 3 clusters Score -1491416 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1491502.625000 Penalty: 4594.320312
	Iteration 13Q: 3 clusters Score -1491503 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1491599.500000 Penalty: 4594.320312
	Iteration 14Q: 3 clusters Score -1491600 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1491668.000000 Penalty: 4594.320312
	Iteration 15Q: 3 clusters Score -1491668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1491720.750000 Penalty: 4594.320312
	Iteration 16Q: 3 clusters Score -1491721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1491768.875000 Penalty: 4594.320312
	Iteration 17Q: 3 clusters Score -1491769 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1491807.250000 Penalty: 4594.320312
	Iteration 18Q: 3 clusters Score -1491807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1491839.875000 Penalty: 4594.320312
	Iteration 19Q: 3 clusters Score -1491840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1491876.625000 Penalty: 4594.320312
	Iteration 20F: 3 clusters Score -1491877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1491899.000000 Penalty: 4594.320312
	Iteration 21Q: 3 clusters Score -1491899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1491923.625000 Penalty: 4594.320312
	Iteration 22Q: 3 clusters Score -1491924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1491940.375000 Penalty: 4594.320312
	Iteration 23Q: 3 clusters Score -1491940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1491952.625000 Penalty: 4594.320312
	Iteration 24Q: 3 clusters Score -1491953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1491962.875000 Penalty: 4594.320312
	Iteration 25Q: 3 clusters Score -1491963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1491970.250000 Penalty: 4594.320312
	Iteration 26Q: 3 clusters Score -1491970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1491972.375000 Penalty: 4594.320312
	Iteration 27Q: 3 clusters Score -1491972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1491976.500000 Penalty: 4594.320312
	Iteration 28Q: 3 clusters Score -1491976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1491982.000000 Penalty: 4594.320312
	Iteration 29Q: 3 clusters Score -1491982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1491983.125000 Penalty: 4594.320312
	Iteration 30Q: 3 clusters Score -1491983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1491991.000000 Penalty: 4594.320312
	Iteration 31Q: 3 clusters Score -1491991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1491991.250000 Penalty: 4594.320312
	Iteration 32Q: 3 clusters Score -1491991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1491991.875000 Penalty: 4594.320312
	Iteration 33Q: 3 clusters Score -1491992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1491997.625000 Penalty: 4594.320312
	Iteration 34Q: 3 clusters Score -1491998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1491998.875000 Penalty: 4594.320312
	Iteration 35Q: 3 clusters Score -1491999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1491997.375000 Penalty: 4594.320312
	Iteration 36Q: 3 clusters Score -1491997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1492002.125000 Penalty: 4594.320312
	Iteration 37Q: 3 clusters Score -1492002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1492003.125000 Penalty: 4594.320312
	Iteration 38Q: 3 clusters Score -1492003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1492002.250000 Penalty: 4594.320312
	Iteration 39Q: 3 clusters Score -1492002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1492002.250000 Penalty: 4594.320312
	Iteration 40F: 3 clusters Score -1492002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -325428.406250 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -325428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -322460.187500 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -322460.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323118.906250 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -323118.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -323359.875000 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -323359.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -323529.437500 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -323529.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -323674.625000 Penalty: 3882.113770
	Iteration 4F: 3 clusters Score -323674.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323764.062500 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -323764.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -323817.875000 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -323817.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -323854.343750 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -323854.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -323891.468750 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -323891.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -323921.125000 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -323921.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -323960.125000 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -323960.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -323984.343750 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -323984.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324013.593750 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -324013.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -324036.937500 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -324036.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -324053.500000 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -324053.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324067.593750 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -324067.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -324077.968750 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -324078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -324085.656250 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -324085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -324094.875000 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -324094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -324105.687500 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -324105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -324113.500000 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -324113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -324118.812500 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -324118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -324124.062500 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -324124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -324125.812500 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -324125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -324126.750000 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -324126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -324127.062500 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -324127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -324127.062500 Penalty: 3882.113770
	Iteration 26F: 3 clusters Score -324127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 26210 members 
Mstep: Class 11 contains 111653 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20840 members 
Mstep: Class 25 contains 1093 members 
Mstep: Class 26 contains 182693 members 
Mstep: Class 27 contains 30319 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128935896.000000 Penalty: 105449.875000
Iteration 79Q: 32 clusters Score -1.289359e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 151689 members 
Mstep: Class 5 contains 44584 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 44731 members 
Mstep: Class 8 contains 46490 members 
Mstep: Class 9 contains 266 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 111702 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 49831 members 
Mstep: Class 15 contains 32051 members 
Mstep: Class 16 contains 21293 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 23767 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 10464 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 20927 members 
Mstep: Class 25 contains 1097 members 
Mstep: Class 26 contains 182902 members 
Mstep: Class 27 contains 30419 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936024.000000 Penalty: 105449.875000
Iteration 80F: 32 clusters Score -1.28936e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39354 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 150551 members 
Mstep: Class 5 contains 44576 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 44704 members 
Mstep: Class 8 contains 46661 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 26518 members 
Mstep: Class 11 contains 111759 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 49969 members 
Mstep: Class 15 contains 32046 members 
Mstep: Class 16 contains 21643 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 23724 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21005 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 183070 members 
Mstep: Class 27 contains 30522 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936376.000000 Penalty: 105449.875000
Iteration 81Q: 32 clusters Score -1.289364e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 149480 members 
Mstep: Class 5 contains 44553 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 44657 members 
Mstep: Class 8 contains 46827 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 26677 members 
Mstep: Class 11 contains 111748 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 50134 members 
Mstep: Class 15 contains 32043 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23667 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 11882 members 
Mstep: Class 22 contains 10484 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21080 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 183264 members 
Mstep: Class 27 contains 30621 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936104.000000 Penalty: 105449.875000
Iteration 82Q: 32 clusters Score -1.289361e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39360 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 148412 members 
Mstep: Class 5 contains 44544 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 44615 members 
Mstep: Class 8 contains 46988 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 26834 members 
Mstep: Class 11 contains 111713 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 50297 members 
Mstep: Class 15 contains 32033 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 13392 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23633 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 11868 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21136 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 183450 members 
Mstep: Class 27 contains 30708 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 644 members 
Mstep: Class 31 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936176.000000 Penalty: 105449.875000
Iteration 83Q: 32 clusters Score -1.289362e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 147406 members 
Mstep: Class 5 contains 44512 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 47132 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 26963 members 
Mstep: Class 11 contains 111718 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 50425 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 22749 members 
Mstep: Class 17 contains 13396 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23604 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 11868 members 
Mstep: Class 22 contains 10517 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21182 members 
Mstep: Class 25 contains 944 members 
Mstep: Class 26 contains 183609 members 
Mstep: Class 27 contains 30796 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936296.000000 Penalty: 105449.875000
Iteration 84Q: 32 clusters Score -1.289363e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 146492 members 
Mstep: Class 5 contains 44470 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 44574 members 
Mstep: Class 8 contains 47261 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 111694 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5903 members 
Mstep: Class 14 contains 50564 members 
Mstep: Class 15 contains 32009 members 
Mstep: Class 16 contains 23094 members 
Mstep: Class 17 contains 13397 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23585 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 11866 members 
Mstep: Class 22 contains 10528 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21225 members 
Mstep: Class 25 contains 910 members 
Mstep: Class 26 contains 183743 members 
Mstep: Class 27 contains 30881 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936616.000000 Penalty: 105449.875000
Iteration 85Q: 32 clusters Score -1.289366e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 145666 members 
Mstep: Class 5 contains 44443 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 44549 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 9 contains 272 members 
Mstep: Class 10 contains 27233 members 
Mstep: Class 11 contains 111675 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 50678 members 
Mstep: Class 15 contains 32001 members 
Mstep: Class 16 contains 23431 members 
Mstep: Class 17 contains 13395 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23563 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 11856 members 
Mstep: Class 22 contains 10538 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 21266 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 183807 members 
Mstep: Class 27 contains 30967 members 
Mstep: Class 28 contains 10547 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936744.000000 Penalty: 105449.875000
Iteration 86Q: 32 clusters Score -1.289367e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 144871 members 
Mstep: Class 5 contains 44416 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 44524 members 
Mstep: Class 8 contains 47537 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 27359 members 
Mstep: Class 11 contains 111642 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 50779 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 23748 members 
Mstep: Class 17 contains 13400 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23532 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 21313 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 183892 members 
Mstep: Class 27 contains 31044 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936816.000000 Penalty: 105449.875000
Iteration 87Q: 32 clusters Score -1.289368e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 144055 members 
Mstep: Class 5 contains 44382 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 47671 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 27485 members 
Mstep: Class 11 contains 111614 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 50881 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 24038 members 
Mstep: Class 17 contains 13399 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23498 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11839 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 21359 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 184056 members 
Mstep: Class 27 contains 31133 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 775 members 
Mstep: Class 31 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936688.000000 Penalty: 105449.875000
Iteration 88Q: 32 clusters Score -1.289367e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39354 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 143267 members 
Mstep: Class 5 contains 44355 members 
Mstep: Class 6 contains 5723 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 47788 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 27616 members 
Mstep: Class 11 contains 111585 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 50959 members 
Mstep: Class 15 contains 32021 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 21390 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 184201 members 
Mstep: Class 27 contains 31206 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936728.000000 Penalty: 105449.875000
Iteration 89Q: 32 clusters Score -1.289367e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 142503 members 
Mstep: Class 5 contains 44330 members 
Mstep: Class 6 contains 5709 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 47893 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 27754 members 
Mstep: Class 11 contains 111563 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 51027 members 
Mstep: Class 15 contains 32028 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23458 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 10563 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 21433 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 184329 members 
Mstep: Class 27 contains 31273 members 
Mstep: Class 28 contains 10550 members 
Mstep: Class 29 contains 2524 members 
Mstep: Class 30 contains 784 members 
Mstep: Class 31 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936880.000000 Penalty: 105449.875000
Iteration 90Q: 32 clusters Score -1.289369e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 141788 members 
Mstep: Class 5 contains 44303 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 44354 members 
Mstep: Class 8 contains 47976 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 27890 members 
Mstep: Class 11 contains 111536 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5971 members 
Mstep: Class 14 contains 51087 members 
Mstep: Class 15 contains 32030 members 
Mstep: Class 16 contains 24960 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23446 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 11823 members 
Mstep: Class 22 contains 10575 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 184467 members 
Mstep: Class 27 contains 31350 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937056.000000 Penalty: 105449.875000
Iteration 91Q: 32 clusters Score -1.289371e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 141086 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 44322 members 
Mstep: Class 8 contains 48058 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 28002 members 
Mstep: Class 11 contains 111477 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5979 members 
Mstep: Class 14 contains 51180 members 
Mstep: Class 15 contains 32032 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 13346 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23443 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 21500 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 184586 members 
Mstep: Class 27 contains 31405 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 789 members 
Mstep: Class 31 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936936.000000 Penalty: 105449.875000
Iteration 92Q: 32 clusters Score -1.289369e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39354 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 140466 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 44277 members 
Mstep: Class 8 contains 48125 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 28135 members 
Mstep: Class 11 contains 111395 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 51257 members 
Mstep: Class 15 contains 32038 members 
Mstep: Class 16 contains 25605 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23429 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 21533 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 184683 members 
Mstep: Class 27 contains 31444 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 789 members 
Mstep: Class 31 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128936848.000000 Penalty: 105449.875000
Iteration 93Q: 32 clusters Score -1.289368e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39350 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 139866 members 
Mstep: Class 5 contains 44241 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 48150 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28269 members 
Mstep: Class 11 contains 111326 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 51333 members 
Mstep: Class 15 contains 32045 members 
Mstep: Class 16 contains 25931 members 
Mstep: Class 17 contains 13317 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23422 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 11807 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 21563 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 184770 members 
Mstep: Class 27 contains 31503 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937008.000000 Penalty: 105449.875000
Iteration 94Q: 32 clusters Score -1.28937e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 139309 members 
Mstep: Class 5 contains 44227 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 48177 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28399 members 
Mstep: Class 11 contains 111256 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 51427 members 
Mstep: Class 15 contains 32051 members 
Mstep: Class 16 contains 26245 members 
Mstep: Class 17 contains 13295 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23404 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 21592 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 184819 members 
Mstep: Class 27 contains 31571 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937504.000000 Penalty: 105449.875000
Iteration 95Q: 32 clusters Score -1.289375e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 138742 members 
Mstep: Class 5 contains 44202 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 44159 members 
Mstep: Class 8 contains 48206 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28517 members 
Mstep: Class 11 contains 111180 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 51528 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 26608 members 
Mstep: Class 17 contains 13294 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23402 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 21615 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 184832 members 
Mstep: Class 27 contains 31629 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937672.000000 Penalty: 105449.875000
Iteration 96Q: 32 clusters Score -1.289377e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 138215 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 48234 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28625 members 
Mstep: Class 11 contains 111112 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 51625 members 
Mstep: Class 15 contains 32075 members 
Mstep: Class 16 contains 26967 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23386 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 10629 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 21641 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 184832 members 
Mstep: Class 27 contains 31682 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937712.000000 Penalty: 105449.875000
Iteration 97Q: 32 clusters Score -1.289377e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 137668 members 
Mstep: Class 5 contains 44148 members 
Mstep: Class 6 contains 5653 members 
Mstep: Class 7 contains 44069 members 
Mstep: Class 8 contains 48256 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28741 members 
Mstep: Class 11 contains 111066 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 51712 members 
Mstep: Class 15 contains 32085 members 
Mstep: Class 16 contains 27341 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23365 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 10646 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 21664 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 184832 members 
Mstep: Class 27 contains 31716 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128937880.000000 Penalty: 105449.875000
Iteration 98Q: 32 clusters Score -1.289379e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 137129 members 
Mstep: Class 5 contains 44125 members 
Mstep: Class 6 contains 5640 members 
Mstep: Class 7 contains 44021 members 
Mstep: Class 8 contains 48280 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28836 members 
Mstep: Class 11 contains 111054 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6044 members 
Mstep: Class 14 contains 51782 members 
Mstep: Class 15 contains 32094 members 
Mstep: Class 16 contains 27709 members 
Mstep: Class 17 contains 13280 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23360 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 10651 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21689 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 184818 members 
Mstep: Class 27 contains 31754 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938120.000000 Penalty: 105449.875000
Iteration 99Q: 32 clusters Score -1.289381e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39346 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 136615 members 
Mstep: Class 5 contains 44104 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 43974 members 
Mstep: Class 8 contains 48284 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 28932 members 
Mstep: Class 11 contains 111051 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 6056 members 
Mstep: Class 14 contains 51865 members 
Mstep: Class 15 contains 32108 members 
Mstep: Class 16 contains 28067 members 
Mstep: Class 17 contains 13276 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 10662 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21722 members 
Mstep: Class 25 contains 846 members 
Mstep: Class 26 contains 184779 members 
Mstep: Class 27 contains 31808 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938160.000000 Penalty: 105449.875000
Iteration 100F: 32 clusters Score -1.289382e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 136151 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 43922 members 
Mstep: Class 8 contains 48296 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 11 contains 111058 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 51923 members 
Mstep: Class 15 contains 32120 members 
Mstep: Class 16 contains 28444 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 23306 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 10663 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21761 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 184694 members 
Mstep: Class 27 contains 31852 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 811 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938496.000000 Penalty: 105449.875000
Iteration 101Q: 32 clusters Score -1.289385e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 135726 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 43883 members 
Mstep: Class 8 contains 48321 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 29123 members 
Mstep: Class 11 contains 111084 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 51973 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 28802 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 23275 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 10666 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21799 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 184555 members 
Mstep: Class 27 contains 31906 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938528.000000 Penalty: 105449.875000
Iteration 102Q: 32 clusters Score -1.289385e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39352 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 135336 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 43853 members 
Mstep: Class 8 contains 48353 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 29232 members 
Mstep: Class 11 contains 111084 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 52019 members 
Mstep: Class 15 contains 32146 members 
Mstep: Class 16 contains 29198 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 23259 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 22 contains 10676 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21830 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 184345 members 
Mstep: Class 27 contains 31961 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938336.000000 Penalty: 105449.875000
Iteration 103Q: 32 clusters Score -1.289383e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39353 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 134920 members 
Mstep: Class 5 contains 44039 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 43828 members 
Mstep: Class 8 contains 48384 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 29344 members 
Mstep: Class 11 contains 111110 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 52052 members 
Mstep: Class 15 contains 32160 members 
Mstep: Class 16 contains 29583 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 23236 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 22 contains 10684 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21871 members 
Mstep: Class 25 contains 829 members 
Mstep: Class 26 contains 184120 members 
Mstep: Class 27 contains 32027 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938464.000000 Penalty: 105449.875000
Iteration 104Q: 32 clusters Score -1.289385e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39355 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 134490 members 
Mstep: Class 5 contains 44023 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 43809 members 
Mstep: Class 8 contains 48412 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 29444 members 
Mstep: Class 11 contains 111140 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 29976 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 23212 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 11777 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 21910 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 183881 members 
Mstep: Class 27 contains 32089 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938088.000000 Penalty: 105449.875000
Iteration 105Q: 32 clusters Score -1.289381e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39352 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 134130 members 
Mstep: Class 5 contains 43996 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 43790 members 
Mstep: Class 8 contains 48424 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 29540 members 
Mstep: Class 11 contains 111165 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6126 members 
Mstep: Class 14 contains 52148 members 
Mstep: Class 15 contains 32181 members 
Mstep: Class 16 contains 30372 members 
Mstep: Class 17 contains 13215 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 23190 members 
Mstep: Class 20 contains 2460 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 21953 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 183631 members 
Mstep: Class 27 contains 32154 members 
Mstep: Class 28 contains 10573 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938376.000000 Penalty: 105449.875000
Iteration 106Q: 32 clusters Score -1.289384e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 133802 members 
Mstep: Class 5 contains 43969 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 43771 members 
Mstep: Class 8 contains 48453 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 29620 members 
Mstep: Class 11 contains 111187 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 52156 members 
Mstep: Class 15 contains 32181 members 
Mstep: Class 16 contains 30773 members 
Mstep: Class 17 contains 13205 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 23160 members 
Mstep: Class 20 contains 2461 members 
Mstep: Class 21 contains 11776 members 
Mstep: Class 22 contains 10700 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 21991 members 
Mstep: Class 25 contains 923 members 
Mstep: Class 26 contains 183398 members 
Mstep: Class 27 contains 32192 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939616.000000 Penalty: 105449.875000
Iteration 107Q: 32 clusters Score -1.289396e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 133485 members 
Mstep: Class 5 contains 43941 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 48492 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 29692 members 
Mstep: Class 11 contains 111176 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 52180 members 
Mstep: Class 15 contains 32189 members 
Mstep: Class 16 contains 31127 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 23135 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 11771 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 22028 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 183193 members 
Mstep: Class 27 contains 32244 members 
Mstep: Class 28 contains 10571 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939584.000000 Penalty: 105449.875000
Iteration 108Q: 32 clusters Score -1.289396e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 133200 members 
Mstep: Class 5 contains 43909 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 48545 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 29770 members 
Mstep: Class 11 contains 111143 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 52218 members 
Mstep: Class 15 contains 32205 members 
Mstep: Class 16 contains 31540 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 11768 members 
Mstep: Class 22 contains 10708 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 22060 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 182907 members 
Mstep: Class 27 contains 32285 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939952.000000 Penalty: 105449.875000
Iteration 109Q: 32 clusters Score -1.2894e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 132905 members 
Mstep: Class 5 contains 43885 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 43701 members 
Mstep: Class 8 contains 48613 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 29863 members 
Mstep: Class 11 contains 111116 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 32205 members 
Mstep: Class 16 contains 31910 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23103 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11763 members 
Mstep: Class 22 contains 10711 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 22082 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 182639 members 
Mstep: Class 27 contains 32329 members 
Mstep: Class 28 contains 10571 members 
Mstep: Class 29 contains 2518 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939664.000000 Penalty: 105449.875000
Iteration 110Q: 32 clusters Score -1.289397e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 132623 members 
Mstep: Class 5 contains 43848 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 43685 members 
Mstep: Class 8 contains 48673 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 29941 members 
Mstep: Class 11 contains 111078 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 52298 members 
Mstep: Class 15 contains 32205 members 
Mstep: Class 16 contains 32279 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 23073 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 11759 members 
Mstep: Class 22 contains 10719 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 22115 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 182401 members 
Mstep: Class 27 contains 32376 members 
Mstep: Class 28 contains 10572 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940016.000000 Penalty: 105449.875000
Iteration 111Q: 32 clusters Score -1.2894e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39352 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 132358 members 
Mstep: Class 5 contains 43817 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 43671 members 
Mstep: Class 8 contains 48740 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30023 members 
Mstep: Class 11 contains 111055 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 32207 members 
Mstep: Class 16 contains 32642 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23060 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11755 members 
Mstep: Class 22 contains 10729 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 22148 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 182115 members 
Mstep: Class 27 contains 32410 members 
Mstep: Class 28 contains 10572 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939968.000000 Penalty: 105449.875000
Iteration 112Q: 32 clusters Score -1.2894e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 132107 members 
Mstep: Class 5 contains 43786 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 43662 members 
Mstep: Class 8 contains 48807 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30125 members 
Mstep: Class 11 contains 111048 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 52385 members 
Mstep: Class 15 contains 32228 members 
Mstep: Class 16 contains 32979 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23039 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 11750 members 
Mstep: Class 22 contains 10746 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 22177 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 181780 members 
Mstep: Class 27 contains 32449 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940192.000000 Penalty: 105449.875000
Iteration 113Q: 32 clusters Score -1.289402e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 131904 members 
Mstep: Class 5 contains 43770 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 48918 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30209 members 
Mstep: Class 11 contains 111061 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 52418 members 
Mstep: Class 15 contains 32238 members 
Mstep: Class 16 contains 33289 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23016 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 10757 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 22203 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 181405 members 
Mstep: Class 27 contains 32482 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939688.000000 Penalty: 105449.875000
Iteration 114Q: 32 clusters Score -1.289397e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 131676 members 
Mstep: Class 5 contains 43755 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 43640 members 
Mstep: Class 8 contains 48995 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30294 members 
Mstep: Class 11 contains 111111 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 52440 members 
Mstep: Class 15 contains 32238 members 
Mstep: Class 16 contains 33601 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 23005 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11736 members 
Mstep: Class 22 contains 10756 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 22225 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 181083 members 
Mstep: Class 27 contains 32513 members 
Mstep: Class 28 contains 10574 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939936.000000 Penalty: 105449.875000
Iteration 115Q: 32 clusters Score -1.289399e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 131500 members 
Mstep: Class 5 contains 43745 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 43640 members 
Mstep: Class 8 contains 49073 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30362 members 
Mstep: Class 11 contains 111154 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 52468 members 
Mstep: Class 15 contains 32235 members 
Mstep: Class 16 contains 33925 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22988 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 11731 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 22247 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 180702 members 
Mstep: Class 27 contains 32535 members 
Mstep: Class 28 contains 10573 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939856.000000 Penalty: 105449.875000
Iteration 116Q: 32 clusters Score -1.289399e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131347 members 
Mstep: Class 5 contains 43718 members 
Mstep: Class 6 contains 5439 members 
Mstep: Class 7 contains 43628 members 
Mstep: Class 8 contains 49155 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30419 members 
Mstep: Class 11 contains 111204 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 52520 members 
Mstep: Class 15 contains 32242 members 
Mstep: Class 16 contains 34261 members 
Mstep: Class 17 contains 13123 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22967 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11726 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22271 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 180269 members 
Mstep: Class 27 contains 32574 members 
Mstep: Class 28 contains 10572 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940008.000000 Penalty: 105449.875000
Iteration 117Q: 32 clusters Score -1.2894e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131178 members 
Mstep: Class 5 contains 43704 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 43615 members 
Mstep: Class 8 contains 49240 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30482 members 
Mstep: Class 11 contains 111235 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 14 contains 52560 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 34582 members 
Mstep: Class 17 contains 13122 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22951 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11717 members 
Mstep: Class 22 contains 10774 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22289 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 179911 members 
Mstep: Class 27 contains 32583 members 
Mstep: Class 28 contains 10576 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939752.000000 Penalty: 105449.875000
Iteration 118Q: 32 clusters Score -1.289398e+08 nChanged 1933
Entering ConstructFrom: 
Score: -128939752.000000 Penalty: 105449.875000
Entering ConstructFrom: 
Trying to split cluster 1 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -94479.882812 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -94479.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92764.843750 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -92764.84 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93086.085938 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -93086.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93186.757812 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -93186.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93327.109375 Penalty: 3368.445801
	Iteration 3Q: 3 clusters Score -93327.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93404.773438 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -93404.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93601.132812 Penalty: 3368.445801
	Iteration 5F: 3 clusters Score -93601.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93885.265625 Penalty: 3368.445801
	Iteration 6F: 3 clusters Score -93885.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -94191.757812 Penalty: 3368.445801
	Iteration 7F: 3 clusters Score -94191.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -94420.687500 Penalty: 3368.445801
	Iteration 8F: 3 clusters Score -94420.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -94511.718750 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -94511.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -94632.195312 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -94632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -94689.460938 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -94689.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -94697.429688 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -94697.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94698.179688 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -94698.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94700.906250 Penalty: 3368.445801
	Iteration 14F: 3 clusters Score -94700.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -94749.515625 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -94749.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94769.218750 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -94769.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -94777.671875 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -94777.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -94793.328125 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -94793.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -94800.414062 Penalty: 3368.445801
	Iteration 19Q: 3 clusters Score -94800.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -94801.507812 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -94801.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -94815.210938 Penalty: 3368.445801
	Iteration 21Q: 3 clusters Score -94815.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -94815.210938 Penalty: 3368.445801
	Iteration 22F: 3 clusters Score -94815.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131029 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 111270 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 52582 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 34872 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22310 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 179558 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 105 members 
Entering Unmasked Estep 
Score: -128938560.000000 Penalty: 108851.484375
Splitting cluster 1 changes total score from -128939752.000000 to -128938560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Entering Unmasked Estep 
Score: -5641029.000000 Penalty: 2623.939941
	Iteration 0F: 2 clusters Score -5641029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5614339.000000 Penalty: 5247.879883
	Iteration 0F: 3 clusters Score -5614339 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5624522.000000 Penalty: 5247.879883
	Iteration 1F: 3 clusters Score -5624522 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -5625170.500000 Penalty: 5247.879883
	Iteration 2Q: 3 clusters Score -5625170 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5625898.000000 Penalty: 5247.879883
	Iteration 3Q: 3 clusters Score -5625898 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5626643.000000 Penalty: 5247.879883
	Iteration 4Q: 3 clusters Score -5626643 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5627532.000000 Penalty: 5247.879883
	Iteration 5Q: 3 clusters Score -5627532 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5628468.000000 Penalty: 5247.879883
	Iteration 6Q: 3 clusters Score -5628468 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5629302.000000 Penalty: 5247.879883
	Iteration 7Q: 3 clusters Score -5629302 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5630052.000000 Penalty: 5247.879883
	Iteration 8Q: 3 clusters Score -5630052 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5630741.000000 Penalty: 5247.879883
	Iteration 9Q: 3 clusters Score -5630741 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5631476.000000 Penalty: 5247.879883
	Iteration 10Q: 3 clusters Score -5631476 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5632331.500000 Penalty: 5247.879883
	Iteration 11Q: 3 clusters Score -5632332 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -5633226.500000 Penalty: 5247.879883
	Iteration 12Q: 3 clusters Score -5633226 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5634123.500000 Penalty: 5247.879883
	Iteration 13Q: 3 clusters Score -5634124 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5635118.000000 Penalty: 5247.879883
	Iteration 14Q: 3 clusters Score -5635118 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5636074.500000 Penalty: 5247.879883
	Iteration 15Q: 3 clusters Score -5636074 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5636842.500000 Penalty: 5247.879883
	Iteration 16Q: 3 clusters Score -5636842 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5637446.000000 Penalty: 5247.879883
	Iteration 17Q: 3 clusters Score -5637446 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5637869.500000 Penalty: 5247.879883
	Iteration 18Q: 3 clusters Score -5637870 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5638163.000000 Penalty: 5247.879883
	Iteration 19Q: 3 clusters Score -5638163 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5638329.000000 Penalty: 5247.879883
	Iteration 20F: 3 clusters Score -5638329 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5638463.000000 Penalty: 5247.879883
	Iteration 21Q: 3 clusters Score -5638463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5638565.500000 Penalty: 5247.879883
	Iteration 22Q: 3 clusters Score -5638566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5638614.500000 Penalty: 5247.879883
	Iteration 23Q: 3 clusters Score -5638614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5638650.000000 Penalty: 5247.879883
	Iteration 24Q: 3 clusters Score -5638650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5638683.000000 Penalty: 5247.879883
	Iteration 25Q: 3 clusters Score -5638683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5638694.000000 Penalty: 5247.879883
	Iteration 26Q: 3 clusters Score -5638694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5638703.000000 Penalty: 5247.879883
	Iteration 27Q: 3 clusters Score -5638703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5638719.500000 Penalty: 5247.879883
	Iteration 28Q: 3 clusters Score -5638720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5638739.500000 Penalty: 5247.879883
	Iteration 29Q: 3 clusters Score -5638740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5638745.000000 Penalty: 5247.879883
	Iteration 30Q: 3 clusters Score -5638745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5638752.000000 Penalty: 5247.879883
	Iteration 31Q: 3 clusters Score -5638752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5638762.000000 Penalty: 5247.879883
	Iteration 32Q: 3 clusters Score -5638762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5638763.000000 Penalty: 5247.879883
	Iteration 33Q: 3 clusters Score -5638763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5638762.000000 Penalty: 5247.879883
	Iteration 34Q: 3 clusters Score -5638762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5638774.000000 Penalty: 5247.879883
	Iteration 35Q: 3 clusters Score -5638774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5638776.500000 Penalty: 5247.879883
	Iteration 36Q: 3 clusters Score -5638776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5638772.500000 Penalty: 5247.879883
	Iteration 37Q: 3 clusters Score -5638772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5638785.000000 Penalty: 5247.879883
	Iteration 38Q: 3 clusters Score -5638785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5638781.500000 Penalty: 5247.879883
	Iteration 39Q: 3 clusters Score -5638782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5638788.000000 Penalty: 5247.879883
	Iteration 40F: 3 clusters Score -5638788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5638785.500000 Penalty: 5247.879883
	Iteration 41Q: 3 clusters Score -5638786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5638787.000000 Penalty: 5247.879883
	Iteration 42Q: 3 clusters Score -5638787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5638787.000000 Penalty: 5247.879883
	Iteration 43F: 3 clusters Score -5638787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -354345.531250 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -354345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -351441.718750 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -351441.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -351989.062500 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -351989.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -352129.875000 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -352129.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -352189.312500 Penalty: 3867.048828
	Iteration 3Q: 3 clusters Score -352189.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -352242.281250 Penalty: 3867.048828
	Iteration 4Q: 3 clusters Score -352242.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -352289.281250 Penalty: 3867.048828
	Iteration 5Q: 3 clusters Score -352289.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -352321.531250 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -352321.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -352349.187500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -352349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -352372.031250 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -352372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -352384.312500 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -352384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -352389.562500 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -352389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -352394.437500 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -352394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -352397.156250 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -352397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -352400.156250 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -352400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -352402.718750 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -352402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -352405.812500 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -352405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -352412.718750 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -352412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -352415.187500 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -352415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -352416.781250 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -352416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -352419.437500 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -352419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -352420.750000 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -352420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -352420.875000 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -352420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -352420.875000 Penalty: 3867.048828
	Iteration 22F: 3 clusters Score -352420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Entering Unmasked Estep 
Score: -19226626.000000 Penalty: 2922.227051
	Iteration 0F: 2 clusters Score -1.922663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -19141188.000000 Penalty: 5844.454102
	Iteration 0F: 3 clusters Score -1.914119e+07 nChanged 62344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -19177160.000000 Penalty: 5844.454102
	Iteration 1F: 3 clusters Score -1.917716e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -19178210.000000 Penalty: 5844.454102
	Iteration 2Q: 3 clusters Score -1.917821e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -19179468.000000 Penalty: 5844.454102
	Iteration 3Q: 3 clusters Score -1.917947e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -19181306.000000 Penalty: 5844.454102
	Iteration 4Q: 3 clusters Score -1.918131e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -19184050.000000 Penalty: 5844.454102
	Iteration 5Q: 3 clusters Score -1.918405e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -19187886.000000 Penalty: 5844.454102
	Iteration 6Q: 3 clusters Score -1.918789e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -19193336.000000 Penalty: 5844.454102
	Iteration 7F: 3 clusters Score -1.919334e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -19199478.000000 Penalty: 5844.454102
	Iteration 8F: 3 clusters Score -1.919948e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -19205208.000000 Penalty: 5844.454102
	Iteration 9F: 3 clusters Score -1.920521e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -19209748.000000 Penalty: 5844.454102
	Iteration 10F: 3 clusters Score -1.920975e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -19212728.000000 Penalty: 5844.454102
	Iteration 11Q: 3 clusters Score -1.921273e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -19214242.000000 Penalty: 5844.454102
	Iteration 12Q: 3 clusters Score -1.921424e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -19215324.000000 Penalty: 5844.454102
	Iteration 13Q: 3 clusters Score -1.921532e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -19216116.000000 Penalty: 5844.454102
	Iteration 14Q: 3 clusters Score -1.921612e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -19216686.000000 Penalty: 5844.454102
	Iteration 15Q: 3 clusters Score -1.921669e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -19217186.000000 Penalty: 5844.454102
	Iteration 16Q: 3 clusters Score -1.921719e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -19217694.000000 Penalty: 5844.454102
	Iteration 17Q: 3 clusters Score -1.921769e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -19218202.000000 Penalty: 5844.454102
	Iteration 18Q: 3 clusters Score -1.92182e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -19218580.000000 Penalty: 5844.454102
	Iteration 19Q: 3 clusters Score -1.921858e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -19218902.000000 Penalty: 5844.454102
	Iteration 20F: 3 clusters Score -1.92189e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115821 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -19219148.000000 Penalty: 5844.454102
	Iteration 21Q: 3 clusters Score -1.921915e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -19219364.000000 Penalty: 5844.454102
	Iteration 22Q: 3 clusters Score -1.921936e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -19219572.000000 Penalty: 5844.454102
	Iteration 23Q: 3 clusters Score -1.921957e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -19219848.000000 Penalty: 5844.454102
	Iteration 24Q: 3 clusters Score -1.921985e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -19220058.000000 Penalty: 5844.454102
	Iteration 25Q: 3 clusters Score -1.922006e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -19220196.000000 Penalty: 5844.454102
	Iteration 26Q: 3 clusters Score -1.92202e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -19220450.000000 Penalty: 5844.454102
	Iteration 27Q: 3 clusters Score -1.922045e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120738 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -19220626.000000 Penalty: 5844.454102
	Iteration 28Q: 3 clusters Score -1.922063e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -19220792.000000 Penalty: 5844.454102
	Iteration 29Q: 3 clusters Score -1.922079e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -19220982.000000 Penalty: 5844.454102
	Iteration 30Q: 3 clusters Score -1.922098e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -19221192.000000 Penalty: 5844.454102
	Iteration 31Q: 3 clusters Score -1.922119e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -19221364.000000 Penalty: 5844.454102
	Iteration 32Q: 3 clusters Score -1.922136e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -19221544.000000 Penalty: 5844.454102
	Iteration 33Q: 3 clusters Score -1.922154e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -19221700.000000 Penalty: 5844.454102
	Iteration 34Q: 3 clusters Score -1.92217e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -19221794.000000 Penalty: 5844.454102
	Iteration 35Q: 3 clusters Score -1.922179e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -19221922.000000 Penalty: 5844.454102
	Iteration 36Q: 3 clusters Score -1.922192e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -19222042.000000 Penalty: 5844.454102
	Iteration 37Q: 3 clusters Score -1.922204e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -19222164.000000 Penalty: 5844.454102
	Iteration 38Q: 3 clusters Score -1.922216e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -19222286.000000 Penalty: 5844.454102
	Iteration 39Q: 3 clusters Score -1.922229e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125706 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -19222428.000000 Penalty: 5844.454102
	Iteration 40F: 3 clusters Score -1.922243e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -19222498.000000 Penalty: 5844.454102
	Iteration 41Q: 3 clusters Score -1.92225e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126148 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -19222608.000000 Penalty: 5844.454102
	Iteration 42Q: 3 clusters Score -1.922261e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -19222674.000000 Penalty: 5844.454102
	Iteration 43Q: 3 clusters Score -1.922267e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -19222712.000000 Penalty: 5844.454102
	Iteration 44Q: 3 clusters Score -1.922271e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -19222794.000000 Penalty: 5844.454102
	Iteration 45Q: 3 clusters Score -1.922279e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19222876.000000 Penalty: 5844.454102
	Iteration 46Q: 3 clusters Score -1.922288e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -19222890.000000 Penalty: 5844.454102
	Iteration 47Q: 3 clusters Score -1.922289e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127152 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -19222954.000000 Penalty: 5844.454102
	Iteration 48Q: 3 clusters Score -1.922295e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -19223004.000000 Penalty: 5844.454102
	Iteration 49Q: 3 clusters Score -1.9223e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -19223048.000000 Penalty: 5844.454102
	Iteration 50Q: 3 clusters Score -1.922305e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -19223096.000000 Penalty: 5844.454102
	Iteration 51Q: 3 clusters Score -1.92231e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -19223166.000000 Penalty: 5844.454102
	Iteration 52Q: 3 clusters Score -1.922317e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127794 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -19223244.000000 Penalty: 5844.454102
	Iteration 53Q: 3 clusters Score -1.922324e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19223264.000000 Penalty: 5844.454102
	Iteration 54Q: 3 clusters Score -1.922326e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19223338.000000 Penalty: 5844.454102
	Iteration 55Q: 3 clusters Score -1.922334e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -19223374.000000 Penalty: 5844.454102
	Iteration 56Q: 3 clusters Score -1.922337e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -19223418.000000 Penalty: 5844.454102
	Iteration 57Q: 3 clusters Score -1.922342e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19223472.000000 Penalty: 5844.454102
	Iteration 58Q: 3 clusters Score -1.922347e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19223520.000000 Penalty: 5844.454102
	Iteration 59Q: 3 clusters Score -1.922352e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -19223530.000000 Penalty: 5844.454102
	Iteration 60F: 3 clusters Score -1.922353e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19223588.000000 Penalty: 5844.454102
	Iteration 61Q: 3 clusters Score -1.922359e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19223612.000000 Penalty: 5844.454102
	Iteration 62Q: 3 clusters Score -1.922361e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -19223654.000000 Penalty: 5844.454102
	Iteration 63Q: 3 clusters Score -1.922365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19223672.000000 Penalty: 5844.454102
	Iteration 64Q: 3 clusters Score -1.922367e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19223686.000000 Penalty: 5844.454102
	Iteration 65Q: 3 clusters Score -1.922369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19223698.000000 Penalty: 5844.454102
	Iteration 66Q: 3 clusters Score -1.92237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19223714.000000 Penalty: 5844.454102
	Iteration 67Q: 3 clusters Score -1.922371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19223724.000000 Penalty: 5844.454102
	Iteration 68Q: 3 clusters Score -1.922372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19223740.000000 Penalty: 5844.454102
	Iteration 69Q: 3 clusters Score -1.922374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -19223760.000000 Penalty: 5844.454102
	Iteration 70Q: 3 clusters Score -1.922376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19223764.000000 Penalty: 5844.454102
	Iteration 71Q: 3 clusters Score -1.922376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129026 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19223772.000000 Penalty: 5844.454102
	Iteration 72Q: 3 clusters Score -1.922377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19223778.000000 Penalty: 5844.454102
	Iteration 73Q: 3 clusters Score -1.922378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19223776.000000 Penalty: 5844.454102
	Iteration 74Q: 3 clusters Score -1.922378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19223776.000000 Penalty: 5844.454102
	Iteration 75Q: 3 clusters Score -1.922378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -19223778.000000 Penalty: 5844.454102
	Iteration 76Q: 3 clusters Score -1.922378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129098 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -19223792.000000 Penalty: 5844.454102
	Iteration 77Q: 3 clusters Score -1.922379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129103 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19223798.000000 Penalty: 5844.454102
	Iteration 78Q: 3 clusters Score -1.92238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -19223786.000000 Penalty: 5844.454102
	Iteration 79Q: 3 clusters Score -1.922379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19223804.000000 Penalty: 5844.454102
	Iteration 80F: 3 clusters Score -1.92238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129131 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19223814.000000 Penalty: 5844.454102
	Iteration 81Q: 3 clusters Score -1.922381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19223806.000000 Penalty: 5844.454102
	Iteration 82Q: 3 clusters Score -1.922381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19223826.000000 Penalty: 5844.454102
	Iteration 83Q: 3 clusters Score -1.922383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19223822.000000 Penalty: 5844.454102
	Iteration 84Q: 3 clusters Score -1.922382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19223832.000000 Penalty: 5844.454102
	Iteration 85Q: 3 clusters Score -1.922383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19223824.000000 Penalty: 5844.454102
	Iteration 86Q: 3 clusters Score -1.922382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19223846.000000 Penalty: 5844.454102
	Iteration 87Q: 3 clusters Score -1.922385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -19223822.000000 Penalty: 5844.454102
	Iteration 88Q: 3 clusters Score -1.922382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19223820.000000 Penalty: 5844.454102
	Iteration 89Q: 3 clusters Score -1.922382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -19223838.000000 Penalty: 5844.454102
	Iteration 90Q: 3 clusters Score -1.922384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129221 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19223832.000000 Penalty: 5844.454102
	Iteration 91Q: 3 clusters Score -1.922383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129227 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19223836.000000 Penalty: 5844.454102
	Iteration 92Q: 3 clusters Score -1.922384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19223852.000000 Penalty: 5844.454102
	Iteration 93Q: 3 clusters Score -1.922385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19223846.000000 Penalty: 5844.454102
	Iteration 94Q: 3 clusters Score -1.922385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -19223842.000000 Penalty: 5844.454102
	Iteration 95Q: 3 clusters Score -1.922384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19223850.000000 Penalty: 5844.454102
	Iteration 96Q: 3 clusters Score -1.922385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19223862.000000 Penalty: 5844.454102
	Iteration 97Q: 3 clusters Score -1.922386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129260 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19223860.000000 Penalty: 5844.454102
	Iteration 98Q: 3 clusters Score -1.922386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -19223866.000000 Penalty: 5844.454102
	Iteration 99Q: 3 clusters Score -1.922387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19223876.000000 Penalty: 5844.454102
	Iteration 100F: 3 clusters Score -1.922388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19223868.000000 Penalty: 5844.454102
	Iteration 101Q: 3 clusters Score -1.922387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19223884.000000 Penalty: 5844.454102
	Iteration 102Q: 3 clusters Score -1.922388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129325 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19223896.000000 Penalty: 5844.454102
	Iteration 103Q: 3 clusters Score -1.92239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19223882.000000 Penalty: 5844.454102
	Iteration 104Q: 3 clusters Score -1.922388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19223884.000000 Penalty: 5844.454102
	Iteration 105Q: 3 clusters Score -1.922388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -19223894.000000 Penalty: 5844.454102
	Iteration 106Q: 3 clusters Score -1.922389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19223896.000000 Penalty: 5844.454102
	Iteration 107Q: 3 clusters Score -1.92239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19223898.000000 Penalty: 5844.454102
	Iteration 108Q: 3 clusters Score -1.92239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19223916.000000 Penalty: 5844.454102
	Iteration 109Q: 3 clusters Score -1.922392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -19223918.000000 Penalty: 5844.454102
	Iteration 110Q: 3 clusters Score -1.922392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19223936.000000 Penalty: 5844.454102
	Iteration 111Q: 3 clusters Score -1.922394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19223942.000000 Penalty: 5844.454102
	Iteration 112Q: 3 clusters Score -1.922394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19223942.000000 Penalty: 5844.454102
	Iteration 113Q: 3 clusters Score -1.922394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129398 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19223962.000000 Penalty: 5844.454102
	Iteration 114Q: 3 clusters Score -1.922396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19223966.000000 Penalty: 5844.454102
	Iteration 115Q: 3 clusters Score -1.922397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19223958.000000 Penalty: 5844.454102
	Iteration 116Q: 3 clusters Score -1.922396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19223968.000000 Penalty: 5844.454102
	Iteration 117Q: 3 clusters Score -1.922397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19223986.000000 Penalty: 5844.454102
	Iteration 118Q: 3 clusters Score -1.922399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19223994.000000 Penalty: 5844.454102
	Iteration 119Q: 3 clusters Score -1.922399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129432 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19223970.000000 Penalty: 5844.454102
	Iteration 120F: 3 clusters Score -1.922397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19223972.000000 Penalty: 5844.454102
	Iteration 121Q: 3 clusters Score -1.922397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19223978.000000 Penalty: 5844.454102
	Iteration 122Q: 3 clusters Score -1.922398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -19223986.000000 Penalty: 5844.454102
	Iteration 123Q: 3 clusters Score -1.922399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19223978.000000 Penalty: 5844.454102
	Iteration 124Q: 3 clusters Score -1.922398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19223978.000000 Penalty: 5844.454102
	Iteration 125F: 3 clusters Score -1.922398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Entering Unmasked Estep 
Score: -6163119.500000 Penalty: 2649.820557
	Iteration 0F: 2 clusters Score -6163120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6133640.500000 Penalty: 5299.641113
	Iteration 0F: 3 clusters Score -6133640 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -6145270.000000 Penalty: 5299.641113
	Iteration 1F: 3 clusters Score -6145270 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6146432.500000 Penalty: 5299.641113
	Iteration 2F: 3 clusters Score -6146432 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -6148124.500000 Penalty: 5299.641113
	Iteration 3F: 3 clusters Score -6148124 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -6150386.000000 Penalty: 5299.641113
	Iteration 4F: 3 clusters Score -6150386 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6152482.000000 Penalty: 5299.641113
	Iteration 5F: 3 clusters Score -6152482 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6154141.000000 Penalty: 5299.641113
	Iteration 6F: 3 clusters Score -6154141 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6155316.000000 Penalty: 5299.641113
	Iteration 7Q: 3 clusters Score -6155316 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -6156074.500000 Penalty: 5299.641113
	Iteration 8Q: 3 clusters Score -6156074 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6156657.500000 Penalty: 5299.641113
	Iteration 9Q: 3 clusters Score -6156658 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -6157094.500000 Penalty: 5299.641113
	Iteration 10Q: 3 clusters Score -6157094 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6157479.000000 Penalty: 5299.641113
	Iteration 11Q: 3 clusters Score -6157479 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -6157797.000000 Penalty: 5299.641113
	Iteration 12Q: 3 clusters Score -6157797 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -6158072.500000 Penalty: 5299.641113
	Iteration 13Q: 3 clusters Score -6158072 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -6158344.000000 Penalty: 5299.641113
	Iteration 14Q: 3 clusters Score -6158344 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -6158564.000000 Penalty: 5299.641113
	Iteration 15Q: 3 clusters Score -6158564 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6158739.500000 Penalty: 5299.641113
	Iteration 16Q: 3 clusters Score -6158740 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -6158876.000000 Penalty: 5299.641113
	Iteration 17Q: 3 clusters Score -6158876 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -6158994.000000 Penalty: 5299.641113
	Iteration 18Q: 3 clusters Score -6158994 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -6159128.000000 Penalty: 5299.641113
	Iteration 19Q: 3 clusters Score -6159128 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -6159258.000000 Penalty: 5299.641113
	Iteration 20F: 3 clusters Score -6159258 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -6159377.000000 Penalty: 5299.641113
	Iteration 21Q: 3 clusters Score -6159377 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6159457.000000 Penalty: 5299.641113
	Iteration 22Q: 3 clusters Score -6159457 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6159521.500000 Penalty: 5299.641113
	Iteration 23Q: 3 clusters Score -6159522 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6159615.000000 Penalty: 5299.641113
	Iteration 24Q: 3 clusters Score -6159615 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6159692.500000 Penalty: 5299.641113
	Iteration 25Q: 3 clusters Score -6159692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6159781.500000 Penalty: 5299.641113
	Iteration 26Q: 3 clusters Score -6159782 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -6159879.500000 Penalty: 5299.641113
	Iteration 27Q: 3 clusters Score -6159880 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -6159971.000000 Penalty: 5299.641113
	Iteration 28Q: 3 clusters Score -6159971 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -6160059.500000 Penalty: 5299.641113
	Iteration 29Q: 3 clusters Score -6160060 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -6160137.000000 Penalty: 5299.641113
	Iteration 30Q: 3 clusters Score -6160137 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -6160248.000000 Penalty: 5299.641113
	Iteration 31Q: 3 clusters Score -6160248 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -6160357.000000 Penalty: 5299.641113
	Iteration 32Q: 3 clusters Score -6160357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -6160449.500000 Penalty: 5299.641113
	Iteration 33Q: 3 clusters Score -6160450 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -6160568.500000 Penalty: 5299.641113
	Iteration 34Q: 3 clusters Score -6160568 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -6160682.000000 Penalty: 5299.641113
	Iteration 35Q: 3 clusters Score -6160682 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6160818.500000 Penalty: 5299.641113
	Iteration 36Q: 3 clusters Score -6160818 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -6160924.000000 Penalty: 5299.641113
	Iteration 37Q: 3 clusters Score -6160924 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -6160991.000000 Penalty: 5299.641113
	Iteration 38Q: 3 clusters Score -6160991 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -6161072.500000 Penalty: 5299.641113
	Iteration 39Q: 3 clusters Score -6161072 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -6161128.000000 Penalty: 5299.641113
	Iteration 40F: 3 clusters Score -6161128 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -6161175.500000 Penalty: 5299.641113
	Iteration 41Q: 3 clusters Score -6161176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -6161246.000000 Penalty: 5299.641113
	Iteration 42Q: 3 clusters Score -6161246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -6161277.500000 Penalty: 5299.641113
	Iteration 43Q: 3 clusters Score -6161278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -6161324.000000 Penalty: 5299.641113
	Iteration 44Q: 3 clusters Score -6161324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -6161357.500000 Penalty: 5299.641113
	Iteration 45Q: 3 clusters Score -6161358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -6161366.000000 Penalty: 5299.641113
	Iteration 46Q: 3 clusters Score -6161366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6161389.500000 Penalty: 5299.641113
	Iteration 47Q: 3 clusters Score -6161390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6161409.000000 Penalty: 5299.641113
	Iteration 48Q: 3 clusters Score -6161409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -6161454.500000 Penalty: 5299.641113
	Iteration 49Q: 3 clusters Score -6161454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6161476.500000 Penalty: 5299.641113
	Iteration 50Q: 3 clusters Score -6161476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -6161502.500000 Penalty: 5299.641113
	Iteration 51Q: 3 clusters Score -6161502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -6161521.000000 Penalty: 5299.641113
	Iteration 52Q: 3 clusters Score -6161521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -6161551.500000 Penalty: 5299.641113
	Iteration 53Q: 3 clusters Score -6161552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6161568.500000 Penalty: 5299.641113
	Iteration 54Q: 3 clusters Score -6161568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -6161590.500000 Penalty: 5299.641113
	Iteration 55Q: 3 clusters Score -6161590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -6161607.500000 Penalty: 5299.641113
	Iteration 56Q: 3 clusters Score -6161608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -6161605.500000 Penalty: 5299.641113
	Iteration 57Q: 3 clusters Score -6161606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -6161623.500000 Penalty: 5299.641113
	Iteration 58Q: 3 clusters Score -6161624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -6161635.000000 Penalty: 5299.641113
	Iteration 59Q: 3 clusters Score -6161635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6161637.500000 Penalty: 5299.641113
	Iteration 60F: 3 clusters Score -6161638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -6161643.000000 Penalty: 5299.641113
	Iteration 61Q: 3 clusters Score -6161643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6161652.000000 Penalty: 5299.641113
	Iteration 62Q: 3 clusters Score -6161652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6161674.500000 Penalty: 5299.641113
	Iteration 63Q: 3 clusters Score -6161674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6161680.000000 Penalty: 5299.641113
	Iteration 64Q: 3 clusters Score -6161680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -6161686.000000 Penalty: 5299.641113
	Iteration 65Q: 3 clusters Score -6161686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6161685.500000 Penalty: 5299.641113
	Iteration 66Q: 3 clusters Score -6161686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -6161688.000000 Penalty: 5299.641113
	Iteration 67Q: 3 clusters Score -6161688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6161696.000000 Penalty: 5299.641113
	Iteration 68Q: 3 clusters Score -6161696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6161699.000000 Penalty: 5299.641113
	Iteration 69Q: 3 clusters Score -6161699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -6161694.000000 Penalty: 5299.641113
	Iteration 70Q: 3 clusters Score -6161694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -6161702.000000 Penalty: 5299.641113
	Iteration 71Q: 3 clusters Score -6161702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -6161716.500000 Penalty: 5299.641113
	Iteration 72Q: 3 clusters Score -6161716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -6161710.000000 Penalty: 5299.641113
	Iteration 73Q: 3 clusters Score -6161710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6161707.500000 Penalty: 5299.641113
	Iteration 74Q: 3 clusters Score -6161708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6161713.000000 Penalty: 5299.641113
	Iteration 75Q: 3 clusters Score -6161713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -6161715.500000 Penalty: 5299.641113
	Iteration 76Q: 3 clusters Score -6161716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6161716.500000 Penalty: 5299.641113
	Iteration 77Q: 3 clusters Score -6161716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -6161717.500000 Penalty: 5299.641113
	Iteration 78Q: 3 clusters Score -6161718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6161714.000000 Penalty: 5299.641113
	Iteration 79Q: 3 clusters Score -6161714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -6161720.000000 Penalty: 5299.641113
	Iteration 80F: 3 clusters Score -6161720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -6161719.000000 Penalty: 5299.641113
	Iteration 81Q: 3 clusters Score -6161719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -6161718.500000 Penalty: 5299.641113
	Iteration 82Q: 3 clusters Score -6161718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6161715.500000 Penalty: 5299.641113
	Iteration 83Q: 3 clusters Score -6161716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6161715.500000 Penalty: 5299.641113
	Iteration 84F: 3 clusters Score -6161716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -724105.687500 Penalty: 2132.952393
	Iteration 0F: 2 clusters Score -724105.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -719291.187500 Penalty: 4265.904785
	Iteration 0F: 3 clusters Score -719291.2 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -720444.500000 Penalty: 4265.904785
	Iteration 1F: 3 clusters Score -720444.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -720671.125000 Penalty: 4265.904785
	Iteration 2F: 3 clusters Score -720671.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -720807.875000 Penalty: 4265.904785
	Iteration 3Q: 3 clusters Score -720807.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -720919.500000 Penalty: 4265.904785
	Iteration 4Q: 3 clusters Score -720919.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -721009.437500 Penalty: 4265.904785
	Iteration 5Q: 3 clusters Score -721009.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -721082.625000 Penalty: 4265.904785
	Iteration 6Q: 3 clusters Score -721082.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -721160.437500 Penalty: 4265.904785
	Iteration 7Q: 3 clusters Score -721160.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -721236.812500 Penalty: 4265.904785
	Iteration 8Q: 3 clusters Score -721236.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -721309.187500 Penalty: 4265.904785
	Iteration 9Q: 3 clusters Score -721309.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -721372.812500 Penalty: 4265.904785
	Iteration 10Q: 3 clusters Score -721372.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -721430.187500 Penalty: 4265.904785
	Iteration 11Q: 3 clusters Score -721430.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -721493.625000 Penalty: 4265.904785
	Iteration 12Q: 3 clusters Score -721493.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -721555.562500 Penalty: 4265.904785
	Iteration 13Q: 3 clusters Score -721555.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -721624.125000 Penalty: 4265.904785
	Iteration 14Q: 3 clusters Score -721624.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -721684.812500 Penalty: 4265.904785
	Iteration 15Q: 3 clusters Score -721684.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -721752.875000 Penalty: 4265.904785
	Iteration 16Q: 3 clusters Score -721752.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -721842.875000 Penalty: 4265.904785
	Iteration 17Q: 3 clusters Score -721842.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -721932.875000 Penalty: 4265.904785
	Iteration 18Q: 3 clusters Score -721932.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -722021.625000 Penalty: 4265.904785
	Iteration 19Q: 3 clusters Score -722021.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -722117.375000 Penalty: 4265.904785
	Iteration 20F: 3 clusters Score -722117.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -722189.375000 Penalty: 4265.904785
	Iteration 21Q: 3 clusters Score -722189.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -722252.562500 Penalty: 4265.904785
	Iteration 22Q: 3 clusters Score -722252.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -722295.250000 Penalty: 4265.904785
	Iteration 23Q: 3 clusters Score -722295.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -722349.187500 Penalty: 4265.904785
	Iteration 24Q: 3 clusters Score -722349.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -722386.937500 Penalty: 4265.904785
	Iteration 25Q: 3 clusters Score -722386.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -722411.125000 Penalty: 4265.904785
	Iteration 26Q: 3 clusters Score -722411.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -722429.500000 Penalty: 4265.904785
	Iteration 27Q: 3 clusters Score -722429.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -722446.250000 Penalty: 4265.904785
	Iteration 28Q: 3 clusters Score -722446.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -722462.312500 Penalty: 4265.904785
	Iteration 29Q: 3 clusters Score -722462.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -722474.937500 Penalty: 4265.904785
	Iteration 30Q: 3 clusters Score -722474.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -722488.812500 Penalty: 4265.904785
	Iteration 31Q: 3 clusters Score -722488.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -722499.812500 Penalty: 4265.904785
	Iteration 32Q: 3 clusters Score -722499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -722508.500000 Penalty: 4265.904785
	Iteration 33Q: 3 clusters Score -722508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -722515.437500 Penalty: 4265.904785
	Iteration 34Q: 3 clusters Score -722515.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -722524.125000 Penalty: 4265.904785
	Iteration 35Q: 3 clusters Score -722524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -722530.687500 Penalty: 4265.904785
	Iteration 36Q: 3 clusters Score -722530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -722532.125000 Penalty: 4265.904785
	Iteration 37Q: 3 clusters Score -722532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -722536.375000 Penalty: 4265.904785
	Iteration 38Q: 3 clusters Score -722536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -722537.437500 Penalty: 4265.904785
	Iteration 39Q: 3 clusters Score -722537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -722539.500000 Penalty: 4265.904785
	Iteration 40F: 3 clusters Score -722539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -722538.937500 Penalty: 4265.904785
	Iteration 41Q: 3 clusters Score -722538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -722538.937500 Penalty: 4265.904785
	Iteration 42F: 3 clusters Score -722538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Entering Unmasked Estep 
Score: -6266572.000000 Penalty: 2649.314941
	Iteration 0F: 2 clusters Score -6266572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -6236814.500000 Penalty: 5298.629883
	Iteration 0F: 3 clusters Score -6236814 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -6248076.000000 Penalty: 5298.629883
	Iteration 1F: 3 clusters Score -6248076 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6248606.000000 Penalty: 5298.629883
	Iteration 2Q: 3 clusters Score -6248606 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -6249083.500000 Penalty: 5298.629883
	Iteration 3Q: 3 clusters Score -6249084 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6249681.500000 Penalty: 5298.629883
	Iteration 4Q: 3 clusters Score -6249682 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -6250460.000000 Penalty: 5298.629883
	Iteration 5Q: 3 clusters Score -6250460 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6251414.000000 Penalty: 5298.629883
	Iteration 6Q: 3 clusters Score -6251414 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -6252453.500000 Penalty: 5298.629883
	Iteration 7F: 3 clusters Score -6252454 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6253614.000000 Penalty: 5298.629883
	Iteration 8F: 3 clusters Score -6253614 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -6254711.500000 Penalty: 5298.629883
	Iteration 9Q: 3 clusters Score -6254712 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -6255723.500000 Penalty: 5298.629883
	Iteration 10Q: 3 clusters Score -6255724 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6256585.000000 Penalty: 5298.629883
	Iteration 11Q: 3 clusters Score -6256585 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -6257400.000000 Penalty: 5298.629883
	Iteration 12Q: 3 clusters Score -6257400 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6258139.500000 Penalty: 5298.629883
	Iteration 13Q: 3 clusters Score -6258140 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -6258837.500000 Penalty: 5298.629883
	Iteration 14Q: 3 clusters Score -6258838 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -6259698.000000 Penalty: 5298.629883
	Iteration 15Q: 3 clusters Score -6259698 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6261039.000000 Penalty: 5298.629883
	Iteration 16Q: 3 clusters Score -6261039 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6262748.000000 Penalty: 5298.629883
	Iteration 17Q: 3 clusters Score -6262748 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6263410.000000 Penalty: 5298.629883
	Iteration 18Q: 3 clusters Score -6263410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6263590.000000 Penalty: 5298.629883
	Iteration 19Q: 3 clusters Score -6263590 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6263697.000000 Penalty: 5298.629883
	Iteration 20F: 3 clusters Score -6263697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6263747.000000 Penalty: 5298.629883
	Iteration 21Q: 3 clusters Score -6263747 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6263792.500000 Penalty: 5298.629883
	Iteration 22Q: 3 clusters Score -6263792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6263839.000000 Penalty: 5298.629883
	Iteration 23Q: 3 clusters Score -6263839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6263866.000000 Penalty: 5298.629883
	Iteration 24Q: 3 clusters Score -6263866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6263881.000000 Penalty: 5298.629883
	Iteration 25Q: 3 clusters Score -6263881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6263921.500000 Penalty: 5298.629883
	Iteration 26Q: 3 clusters Score -6263922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6263941.000000 Penalty: 5298.629883
	Iteration 27Q: 3 clusters Score -6263941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6263968.500000 Penalty: 5298.629883
	Iteration 28Q: 3 clusters Score -6263968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6263975.000000 Penalty: 5298.629883
	Iteration 29Q: 3 clusters Score -6263975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6264007.000000 Penalty: 5298.629883
	Iteration 30Q: 3 clusters Score -6264007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6264015.500000 Penalty: 5298.629883
	Iteration 31Q: 3 clusters Score -6264016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6264020.000000 Penalty: 5298.629883
	Iteration 32Q: 3 clusters Score -6264020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6264031.000000 Penalty: 5298.629883
	Iteration 33Q: 3 clusters Score -6264031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6264026.000000 Penalty: 5298.629883
	Iteration 34Q: 3 clusters Score -6264026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6264024.500000 Penalty: 5298.629883
	Iteration 35Q: 3 clusters Score -6264024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6264031.500000 Penalty: 5298.629883
	Iteration 36Q: 3 clusters Score -6264032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6264036.000000 Penalty: 5298.629883
	Iteration 37Q: 3 clusters Score -6264036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6264051.000000 Penalty: 5298.629883
	Iteration 38Q: 3 clusters Score -6264051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6264046.000000 Penalty: 5298.629883
	Iteration 39Q: 3 clusters Score -6264046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6264042.000000 Penalty: 5298.629883
	Iteration 40F: 3 clusters Score -6264042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6264043.500000 Penalty: 5298.629883
	Iteration 41Q: 3 clusters Score -6264044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6264049.000000 Penalty: 5298.629883
	Iteration 42Q: 3 clusters Score -6264049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6264050.500000 Penalty: 5298.629883
	Iteration 43Q: 3 clusters Score -6264050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6264054.000000 Penalty: 5298.629883
	Iteration 44Q: 3 clusters Score -6264054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6264047.000000 Penalty: 5298.629883
	Iteration 45Q: 3 clusters Score -6264047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6264054.000000 Penalty: 5298.629883
	Iteration 46Q: 3 clusters Score -6264054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6264061.000000 Penalty: 5298.629883
	Iteration 47Q: 3 clusters Score -6264061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6264063.000000 Penalty: 5298.629883
	Iteration 48Q: 3 clusters Score -6264063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6264062.500000 Penalty: 5298.629883
	Iteration 49Q: 3 clusters Score -6264062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6264062.500000 Penalty: 5298.629883
	Iteration 50F: 3 clusters Score -6264062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Entering Unmasked Estep 
Score: -7296310.500000 Penalty: 2679.924072
	Iteration 0F: 2 clusters Score -7296310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -7263116.500000 Penalty: 5359.848145
	Iteration 0F: 3 clusters Score -7263116 nChanged 22770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7275476.500000 Penalty: 5359.848145
	Iteration 1F: 3 clusters Score -7275476 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -7275900.000000 Penalty: 5359.848145
	Iteration 2Q: 3 clusters Score -7275900 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -7276253.500000 Penalty: 5359.848145
	Iteration 3Q: 3 clusters Score -7276254 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -7276697.000000 Penalty: 5359.848145
	Iteration 4Q: 3 clusters Score -7276697 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -7277290.500000 Penalty: 5359.848145
	Iteration 5Q: 3 clusters Score -7277290 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -7278249.000000 Penalty: 5359.848145
	Iteration 6Q: 3 clusters Score -7278249 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -7279807.500000 Penalty: 5359.848145
	Iteration 7F: 3 clusters Score -7279808 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7282451.500000 Penalty: 5359.848145
	Iteration 8F: 3 clusters Score -7282452 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7286162.500000 Penalty: 5359.848145
	Iteration 9F: 3 clusters Score -7286162 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -7289928.000000 Penalty: 5359.848145
	Iteration 10F: 3 clusters Score -7289928 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -7292353.000000 Penalty: 5359.848145
	Iteration 11Q: 3 clusters Score -7292353 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7293334.000000 Penalty: 5359.848145
	Iteration 12Q: 3 clusters Score -7293334 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -7293667.500000 Penalty: 5359.848145
	Iteration 13Q: 3 clusters Score -7293668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -7293805.500000 Penalty: 5359.848145
	Iteration 14Q: 3 clusters Score -7293806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -7293870.500000 Penalty: 5359.848145
	Iteration 15Q: 3 clusters Score -7293870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -7293905.500000 Penalty: 5359.848145
	Iteration 16Q: 3 clusters Score -7293906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -7293931.000000 Penalty: 5359.848145
	Iteration 17Q: 3 clusters Score -7293931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -7293944.500000 Penalty: 5359.848145
	Iteration 18Q: 3 clusters Score -7293944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -7293951.000000 Penalty: 5359.848145
	Iteration 19Q: 3 clusters Score -7293951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -7293952.500000 Penalty: 5359.848145
	Iteration 20F: 3 clusters Score -7293952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -7293962.500000 Penalty: 5359.848145
	Iteration 21Q: 3 clusters Score -7293962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -7293964.500000 Penalty: 5359.848145
	Iteration 22Q: 3 clusters Score -7293964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -7293977.500000 Penalty: 5359.848145
	Iteration 23Q: 3 clusters Score -7293978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -7293985.500000 Penalty: 5359.848145
	Iteration 24Q: 3 clusters Score -7293986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -7293987.500000 Penalty: 5359.848145
	Iteration 25Q: 3 clusters Score -7293988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -7293987.500000 Penalty: 5359.848145
	Iteration 26F: 3 clusters Score -7293988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32617.464844 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32617.46 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 153 members 
Entering Unmasked Estep 
Score: -31394.259766 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31394.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31581.410156 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31581.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31727.519531 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -31727.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31893.773438 Penalty: 2807.103027
	Iteration 3F: 3 clusters Score -31893.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32049.617188 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -32049.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32072.550781 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -32072.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32088.607422 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -32088.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32092.050781 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -32092.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32104.000000 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -32104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32109.847656 Penalty: 2807.103027
	Iteration 9Q: 3 clusters Score -32109.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32135.941406 Penalty: 2807.103027
	Iteration 10Q: 3 clusters Score -32135.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32140.000000 Penalty: 2807.103027
	Iteration 11Q: 3 clusters Score -32140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32140.000000 Penalty: 2807.103027
	Iteration 12F: 3 clusters Score -32140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Entering Unmasked Estep 
Score: -4539252.000000 Penalty: 2561.231201
	Iteration 0F: 2 clusters Score -4539252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4518232.000000 Penalty: 5122.462402
	Iteration 0F: 3 clusters Score -4518232 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4525752.000000 Penalty: 5122.462402
	Iteration 1F: 3 clusters Score -4525752 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4526166.500000 Penalty: 5122.462402
	Iteration 2Q: 3 clusters Score -4526166 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4526474.500000 Penalty: 5122.462402
	Iteration 3Q: 3 clusters Score -4526474 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4526798.000000 Penalty: 5122.462402
	Iteration 4Q: 3 clusters Score -4526798 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4527088.000000 Penalty: 5122.462402
	Iteration 5Q: 3 clusters Score -4527088 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4527405.500000 Penalty: 5122.462402
	Iteration 6Q: 3 clusters Score -4527406 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4527745.000000 Penalty: 5122.462402
	Iteration 7Q: 3 clusters Score -4527745 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4528176.500000 Penalty: 5122.462402
	Iteration 8Q: 3 clusters Score -4528176 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4528741.000000 Penalty: 5122.462402
	Iteration 9Q: 3 clusters Score -4528741 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4529365.500000 Penalty: 5122.462402
	Iteration 10Q: 3 clusters Score -4529366 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4530110.000000 Penalty: 5122.462402
	Iteration 11Q: 3 clusters Score -4530110 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4530941.000000 Penalty: 5122.462402
	Iteration 12Q: 3 clusters Score -4530941 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4531776.000000 Penalty: 5122.462402
	Iteration 13Q: 3 clusters Score -4531776 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4532434.500000 Penalty: 5122.462402
	Iteration 14Q: 3 clusters Score -4532434 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4532851.500000 Penalty: 5122.462402
	Iteration 15Q: 3 clusters Score -4532852 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4533086.000000 Penalty: 5122.462402
	Iteration 16Q: 3 clusters Score -4533086 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4533251.000000 Penalty: 5122.462402
	Iteration 17Q: 3 clusters Score -4533251 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4533418.500000 Penalty: 5122.462402
	Iteration 18Q: 3 clusters Score -4533418 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4533535.500000 Penalty: 5122.462402
	Iteration 19Q: 3 clusters Score -4533536 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4533683.500000 Penalty: 5122.462402
	Iteration 20F: 3 clusters Score -4533684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4533846.500000 Penalty: 5122.462402
	Iteration 21Q: 3 clusters Score -4533846 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4534036.500000 Penalty: 5122.462402
	Iteration 22Q: 3 clusters Score -4534036 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4534244.500000 Penalty: 5122.462402
	Iteration 23Q: 3 clusters Score -4534244 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4534464.000000 Penalty: 5122.462402
	Iteration 24Q: 3 clusters Score -4534464 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4534710.000000 Penalty: 5122.462402
	Iteration 25Q: 3 clusters Score -4534710 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4534942.000000 Penalty: 5122.462402
	Iteration 26Q: 3 clusters Score -4534942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4535170.000000 Penalty: 5122.462402
	Iteration 27Q: 3 clusters Score -4535170 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4535388.500000 Penalty: 5122.462402
	Iteration 28Q: 3 clusters Score -4535388 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4535631.500000 Penalty: 5122.462402
	Iteration 29Q: 3 clusters Score -4535632 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4535849.000000 Penalty: 5122.462402
	Iteration 30Q: 3 clusters Score -4535849 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4536032.000000 Penalty: 5122.462402
	Iteration 31Q: 3 clusters Score -4536032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4536198.000000 Penalty: 5122.462402
	Iteration 32Q: 3 clusters Score -4536198 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4536343.000000 Penalty: 5122.462402
	Iteration 33Q: 3 clusters Score -4536343 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4536445.500000 Penalty: 5122.462402
	Iteration 34Q: 3 clusters Score -4536446 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4536524.500000 Penalty: 5122.462402
	Iteration 35Q: 3 clusters Score -4536524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4536602.500000 Penalty: 5122.462402
	Iteration 36Q: 3 clusters Score -4536602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4536658.500000 Penalty: 5122.462402
	Iteration 37Q: 3 clusters Score -4536658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4536709.500000 Penalty: 5122.462402
	Iteration 38Q: 3 clusters Score -4536710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4536765.500000 Penalty: 5122.462402
	Iteration 39Q: 3 clusters Score -4536766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4536804.500000 Penalty: 5122.462402
	Iteration 40F: 3 clusters Score -4536804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4536837.000000 Penalty: 5122.462402
	Iteration 41Q: 3 clusters Score -4536837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4536855.500000 Penalty: 5122.462402
	Iteration 42Q: 3 clusters Score -4536856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4536887.500000 Penalty: 5122.462402
	Iteration 43Q: 3 clusters Score -4536888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4536923.000000 Penalty: 5122.462402
	Iteration 44Q: 3 clusters Score -4536923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4536927.500000 Penalty: 5122.462402
	Iteration 45Q: 3 clusters Score -4536928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4536935.000000 Penalty: 5122.462402
	Iteration 46Q: 3 clusters Score -4536935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4536945.000000 Penalty: 5122.462402
	Iteration 47Q: 3 clusters Score -4536945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4536944.500000 Penalty: 5122.462402
	Iteration 48Q: 3 clusters Score -4536944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4536947.500000 Penalty: 5122.462402
	Iteration 49Q: 3 clusters Score -4536948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4536948.500000 Penalty: 5122.462402
	Iteration 50Q: 3 clusters Score -4536948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4536952.500000 Penalty: 5122.462402
	Iteration 51Q: 3 clusters Score -4536952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4536952.000000 Penalty: 5122.462402
	Iteration 52Q: 3 clusters Score -4536952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4536959.000000 Penalty: 5122.462402
	Iteration 53Q: 3 clusters Score -4536959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4536966.000000 Penalty: 5122.462402
	Iteration 54Q: 3 clusters Score -4536966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4536964.000000 Penalty: 5122.462402
	Iteration 55Q: 3 clusters Score -4536964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4536968.000000 Penalty: 5122.462402
	Iteration 56Q: 3 clusters Score -4536968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4536966.500000 Penalty: 5122.462402
	Iteration 57Q: 3 clusters Score -4536966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4536967.000000 Penalty: 5122.462402
	Iteration 58Q: 3 clusters Score -4536967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4536967.000000 Penalty: 5122.462402
	Iteration 59F: 3 clusters Score -4536967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (111270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Entering Unmasked Estep 
Score: -16379829.000000 Penalty: 2881.689209
	Iteration 0F: 2 clusters Score -1.637983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -16307546.000000 Penalty: 5763.378418
	Iteration 0F: 3 clusters Score -1.630755e+07 nChanged 52696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -16337819.000000 Penalty: 5763.378418
	Iteration 1F: 3 clusters Score -1.633782e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -16338406.000000 Penalty: 5763.378418
	Iteration 2Q: 3 clusters Score -1.633841e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -16338988.000000 Penalty: 5763.378418
	Iteration 3Q: 3 clusters Score -1.633899e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -16339624.000000 Penalty: 5763.378418
	Iteration 4Q: 3 clusters Score -1.633962e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -16340322.000000 Penalty: 5763.378418
	Iteration 5Q: 3 clusters Score -1.634032e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -16341014.000000 Penalty: 5763.378418
	Iteration 6Q: 3 clusters Score -1.634101e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -16341974.000000 Penalty: 5763.378418
	Iteration 7Q: 3 clusters Score -1.634197e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -16343391.000000 Penalty: 5763.378418
	Iteration 8Q: 3 clusters Score -1.634339e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -16345677.000000 Penalty: 5763.378418
	Iteration 9Q: 3 clusters Score -1.634568e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -16349575.000000 Penalty: 5763.378418
	Iteration 10F: 3 clusters Score -1.634958e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -16355058.000000 Penalty: 5763.378418
	Iteration 11F: 3 clusters Score -1.635506e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -16362336.000000 Penalty: 5763.378418
	Iteration 12F: 3 clusters Score -1.636234e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -16369256.000000 Penalty: 5763.378418
	Iteration 13F: 3 clusters Score -1.636926e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -16374053.000000 Penalty: 5763.378418
	Iteration 14F: 3 clusters Score -1.637405e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -16376687.000000 Penalty: 5763.378418
	Iteration 15Q: 3 clusters Score -1.637669e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -16377947.000000 Penalty: 5763.378418
	Iteration 16Q: 3 clusters Score -1.637795e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -16378657.000000 Penalty: 5763.378418
	Iteration 17Q: 3 clusters Score -1.637866e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -16378947.000000 Penalty: 5763.378418
	Iteration 18Q: 3 clusters Score -1.637895e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 110008 members 
Entering Unmasked Estep 
Score: -16379116.000000 Penalty: 5763.378418
	Iteration 19Q: 3 clusters Score -1.637912e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -16379158.000000 Penalty: 5763.378418
	Iteration 20F: 3 clusters Score -1.637916e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -16379184.000000 Penalty: 5763.378418
	Iteration 21Q: 3 clusters Score -1.637918e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -16379199.000000 Penalty: 5763.378418
	Iteration 22Q: 3 clusters Score -1.63792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 110266 members 
Entering Unmasked Estep 
Score: -16379201.000000 Penalty: 5763.378418
	Iteration 23Q: 3 clusters Score -1.63792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -16379217.000000 Penalty: 5763.378418
	Iteration 24Q: 3 clusters Score -1.637922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -16379224.000000 Penalty: 5763.378418
	Iteration 25Q: 3 clusters Score -1.637922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 110290 members 
Entering Unmasked Estep 
Score: -16379223.000000 Penalty: 5763.378418
	Iteration 26Q: 3 clusters Score -1.637922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -16379237.000000 Penalty: 5763.378418
	Iteration 27Q: 3 clusters Score -1.637924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 110308 members 
Entering Unmasked Estep 
Score: -16379244.000000 Penalty: 5763.378418
	Iteration 28Q: 3 clusters Score -1.637924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -16379240.000000 Penalty: 5763.378418
	Iteration 29Q: 3 clusters Score -1.637924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -16379252.000000 Penalty: 5763.378418
	Iteration 30Q: 3 clusters Score -1.637925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -16379240.000000 Penalty: 5763.378418
	Iteration 31Q: 3 clusters Score -1.637924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -16379246.000000 Penalty: 5763.378418
	Iteration 32Q: 3 clusters Score -1.637925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -16379246.000000 Penalty: 5763.378418
	Iteration 33Q: 3 clusters Score -1.637925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -16379236.000000 Penalty: 5763.378418
	Iteration 34Q: 3 clusters Score -1.637924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -16379237.000000 Penalty: 5763.378418
	Iteration 35Q: 3 clusters Score -1.637924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -16379242.000000 Penalty: 5763.378418
	Iteration 36Q: 3 clusters Score -1.637924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -16379236.000000 Penalty: 5763.378418
	Iteration 37Q: 3 clusters Score -1.637924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -16379237.000000 Penalty: 5763.378418
	Iteration 38Q: 3 clusters Score -1.637924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -16379234.000000 Penalty: 5763.378418
	Iteration 39Q: 3 clusters Score -1.637923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -16379234.000000 Penalty: 5763.378418
	Iteration 40F: 3 clusters Score -1.637923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -61756.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -61756.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60269.292969 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -60269.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60415.195312 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -60415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60460.218750 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -60460.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60491.359375 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -60491.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60500.976562 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -60500.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60507.859375 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -60507.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60507.859375 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -60507.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -854624.750000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -854624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -849266.750000 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -849266.8 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -850731.500000 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -850731.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -851148.937500 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -851148.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -851410.937500 Penalty: 4338.765625
	Iteration 3F: 3 clusters Score -851410.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -851615.437500 Penalty: 4338.765625
	Iteration 4F: 3 clusters Score -851615.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -851805.375000 Penalty: 4338.765625
	Iteration 5F: 3 clusters Score -851805.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -851974.062500 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -851974.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -852137.875000 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -852137.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -852288.312500 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -852288.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -852436.250000 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -852436.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -852574.062500 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -852574.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -852706.375000 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -852706.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -852827.125000 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -852827.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -852928.312500 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -852928.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -853011.500000 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -853011.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -853089.500000 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -853089.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -853150.875000 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -853150.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -853204.062500 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -853204.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -853229.937500 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -853229.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -853239.750000 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -853239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -853252.375000 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -853252.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -853263.562500 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -853263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -853273.125000 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -853273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -853278.187500 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -853278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -853286.062500 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -853286.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -853291.937500 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -853291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -853296.375000 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -853296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -853300.187500 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -853300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -853308.625000 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -853308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -853311.562500 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -853311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -853312.750000 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -853312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -853313.562500 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -853313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -853313.375000 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -853313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -853316.000000 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -853316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -853317.062500 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -853317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -853318.125000 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -853318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -853319.187500 Penalty: 4338.765625
	Iteration 36Q: 3 clusters Score -853319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -853320.562500 Penalty: 4338.765625
	Iteration 37Q: 3 clusters Score -853320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -853319.000000 Penalty: 4338.765625
	Iteration 38Q: 3 clusters Score -853319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -853319.000000 Penalty: 4338.765625
	Iteration 39F: 3 clusters Score -853319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Entering Unmasked Estep 
Score: -7731537.500000 Penalty: 2695.792236
	Iteration 0F: 2 clusters Score -7731538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -7696268.500000 Penalty: 5391.584473
	Iteration 0F: 3 clusters Score -7696268 nChanged 24242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -7709544.000000 Penalty: 5391.584473
	Iteration 1F: 3 clusters Score -7709544 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -7710038.000000 Penalty: 5391.584473
	Iteration 2Q: 3 clusters Score -7710038 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -7710545.500000 Penalty: 5391.584473
	Iteration 3Q: 3 clusters Score -7710546 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -7711085.000000 Penalty: 5391.584473
	Iteration 4Q: 3 clusters Score -7711085 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -7711594.500000 Penalty: 5391.584473
	Iteration 5Q: 3 clusters Score -7711594 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -7712300.500000 Penalty: 5391.584473
	Iteration 6Q: 3 clusters Score -7712300 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -7713058.000000 Penalty: 5391.584473
	Iteration 7Q: 3 clusters Score -7713058 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -7714018.000000 Penalty: 5391.584473
	Iteration 8Q: 3 clusters Score -7714018 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -7715196.000000 Penalty: 5391.584473
	Iteration 9Q: 3 clusters Score -7715196 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -7716616.000000 Penalty: 5391.584473
	Iteration 10F: 3 clusters Score -7716616 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7717895.500000 Penalty: 5391.584473
	Iteration 11F: 3 clusters Score -7717896 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7719019.500000 Penalty: 5391.584473
	Iteration 12Q: 3 clusters Score -7719020 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -7720124.500000 Penalty: 5391.584473
	Iteration 13Q: 3 clusters Score -7720124 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -7721007.000000 Penalty: 5391.584473
	Iteration 14Q: 3 clusters Score -7721007 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -7721731.500000 Penalty: 5391.584473
	Iteration 15Q: 3 clusters Score -7721732 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7722300.500000 Penalty: 5391.584473
	Iteration 16Q: 3 clusters Score -7722300 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -7722779.500000 Penalty: 5391.584473
	Iteration 17Q: 3 clusters Score -7722780 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -7723208.000000 Penalty: 5391.584473
	Iteration 18Q: 3 clusters Score -7723208 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7723551.500000 Penalty: 5391.584473
	Iteration 19Q: 3 clusters Score -7723552 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -7723965.000000 Penalty: 5391.584473
	Iteration 20F: 3 clusters Score -7723965 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7724377.500000 Penalty: 5391.584473
	Iteration 21Q: 3 clusters Score -7724378 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7724786.500000 Penalty: 5391.584473
	Iteration 22Q: 3 clusters Score -7724786 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7725185.500000 Penalty: 5391.584473
	Iteration 23Q: 3 clusters Score -7725186 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -7725522.000000 Penalty: 5391.584473
	Iteration 24Q: 3 clusters Score -7725522 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7725870.500000 Penalty: 5391.584473
	Iteration 25Q: 3 clusters Score -7725870 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7726111.000000 Penalty: 5391.584473
	Iteration 26Q: 3 clusters Score -7726111 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -7726335.500000 Penalty: 5391.584473
	Iteration 27Q: 3 clusters Score -7726336 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -7726671.000000 Penalty: 5391.584473
	Iteration 28Q: 3 clusters Score -7726671 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -7726925.500000 Penalty: 5391.584473
	Iteration 29Q: 3 clusters Score -7726926 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -7727188.000000 Penalty: 5391.584473
	Iteration 30Q: 3 clusters Score -7727188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -7727448.500000 Penalty: 5391.584473
	Iteration 31Q: 3 clusters Score -7727448 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -7727670.000000 Penalty: 5391.584473
	Iteration 32Q: 3 clusters Score -7727670 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -7727840.500000 Penalty: 5391.584473
	Iteration 33Q: 3 clusters Score -7727840 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -7728057.500000 Penalty: 5391.584473
	Iteration 34Q: 3 clusters Score -7728058 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -7728216.500000 Penalty: 5391.584473
	Iteration 35Q: 3 clusters Score -7728216 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -7728364.500000 Penalty: 5391.584473
	Iteration 36Q: 3 clusters Score -7728364 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -7728516.500000 Penalty: 5391.584473
	Iteration 37Q: 3 clusters Score -7728516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -7728630.000000 Penalty: 5391.584473
	Iteration 38Q: 3 clusters Score -7728630 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -7728745.000000 Penalty: 5391.584473
	Iteration 39Q: 3 clusters Score -7728745 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -7728828.500000 Penalty: 5391.584473
	Iteration 40F: 3 clusters Score -7728828 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -7728936.000000 Penalty: 5391.584473
	Iteration 41Q: 3 clusters Score -7728936 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -7729030.500000 Penalty: 5391.584473
	Iteration 42Q: 3 clusters Score -7729030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -7729104.000000 Penalty: 5391.584473
	Iteration 43Q: 3 clusters Score -7729104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -7729153.000000 Penalty: 5391.584473
	Iteration 44Q: 3 clusters Score -7729153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -7729183.500000 Penalty: 5391.584473
	Iteration 45Q: 3 clusters Score -7729184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -7729233.000000 Penalty: 5391.584473
	Iteration 46Q: 3 clusters Score -7729233 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -7729243.500000 Penalty: 5391.584473
	Iteration 47Q: 3 clusters Score -7729244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -7729299.500000 Penalty: 5391.584473
	Iteration 48Q: 3 clusters Score -7729300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -7729300.500000 Penalty: 5391.584473
	Iteration 49Q: 3 clusters Score -7729300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -7729310.500000 Penalty: 5391.584473
	Iteration 50Q: 3 clusters Score -7729310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -7729336.000000 Penalty: 5391.584473
	Iteration 51Q: 3 clusters Score -7729336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -7729323.000000 Penalty: 5391.584473
	Iteration 52Q: 3 clusters Score -7729323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -7729324.500000 Penalty: 5391.584473
	Iteration 53Q: 3 clusters Score -7729324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7729335.000000 Penalty: 5391.584473
	Iteration 54Q: 3 clusters Score -7729335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -7729333.000000 Penalty: 5391.584473
	Iteration 55Q: 3 clusters Score -7729333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -7729344.000000 Penalty: 5391.584473
	Iteration 56Q: 3 clusters Score -7729344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -7729364.500000 Penalty: 5391.584473
	Iteration 57Q: 3 clusters Score -7729364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -7729381.500000 Penalty: 5391.584473
	Iteration 58Q: 3 clusters Score -7729382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -7729379.500000 Penalty: 5391.584473
	Iteration 59Q: 3 clusters Score -7729380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -7729390.000000 Penalty: 5391.584473
	Iteration 60F: 3 clusters Score -7729390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -7729399.500000 Penalty: 5391.584473
	Iteration 61Q: 3 clusters Score -7729400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -7729423.000000 Penalty: 5391.584473
	Iteration 62Q: 3 clusters Score -7729423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -7729421.500000 Penalty: 5391.584473
	Iteration 63Q: 3 clusters Score -7729422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -7729425.000000 Penalty: 5391.584473
	Iteration 64Q: 3 clusters Score -7729425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -7729416.000000 Penalty: 5391.584473
	Iteration 65Q: 3 clusters Score -7729416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7729432.000000 Penalty: 5391.584473
	Iteration 66Q: 3 clusters Score -7729432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -7729447.500000 Penalty: 5391.584473
	Iteration 67Q: 3 clusters Score -7729448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -7729461.500000 Penalty: 5391.584473
	Iteration 68Q: 3 clusters Score -7729462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -7729487.000000 Penalty: 5391.584473
	Iteration 69Q: 3 clusters Score -7729487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -7729483.000000 Penalty: 5391.584473
	Iteration 70Q: 3 clusters Score -7729483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7729515.000000 Penalty: 5391.584473
	Iteration 71Q: 3 clusters Score -7729515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -7729533.500000 Penalty: 5391.584473
	Iteration 72Q: 3 clusters Score -7729534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -7729545.500000 Penalty: 5391.584473
	Iteration 73Q: 3 clusters Score -7729546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -7729554.000000 Penalty: 5391.584473
	Iteration 74Q: 3 clusters Score -7729554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -7729542.000000 Penalty: 5391.584473
	Iteration 75Q: 3 clusters Score -7729542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -7729555.000000 Penalty: 5391.584473
	Iteration 76Q: 3 clusters Score -7729555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -7729551.000000 Penalty: 5391.584473
	Iteration 77Q: 3 clusters Score -7729551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -7729555.500000 Penalty: 5391.584473
	Iteration 78Q: 3 clusters Score -7729556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -7729561.500000 Penalty: 5391.584473
	Iteration 79Q: 3 clusters Score -7729562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -7729564.000000 Penalty: 5391.584473
	Iteration 80F: 3 clusters Score -7729564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -7729571.500000 Penalty: 5391.584473
	Iteration 81Q: 3 clusters Score -7729572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -7729579.000000 Penalty: 5391.584473
	Iteration 82Q: 3 clusters Score -7729579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -7729587.500000 Penalty: 5391.584473
	Iteration 83Q: 3 clusters Score -7729588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7729585.500000 Penalty: 5391.584473
	Iteration 84Q: 3 clusters Score -7729586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -7729585.000000 Penalty: 5391.584473
	Iteration 85Q: 3 clusters Score -7729585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7729588.500000 Penalty: 5391.584473
	Iteration 86Q: 3 clusters Score -7729588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7729593.000000 Penalty: 5391.584473
	Iteration 87Q: 3 clusters Score -7729593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -7729597.500000 Penalty: 5391.584473
	Iteration 88Q: 3 clusters Score -7729598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -7729597.000000 Penalty: 5391.584473
	Iteration 89Q: 3 clusters Score -7729597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7729603.000000 Penalty: 5391.584473
	Iteration 90Q: 3 clusters Score -7729603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7729595.000000 Penalty: 5391.584473
	Iteration 91Q: 3 clusters Score -7729595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7729594.000000 Penalty: 5391.584473
	Iteration 92Q: 3 clusters Score -7729594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -7729599.000000 Penalty: 5391.584473
	Iteration 93Q: 3 clusters Score -7729599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -7729603.500000 Penalty: 5391.584473
	Iteration 94Q: 3 clusters Score -7729604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7729610.000000 Penalty: 5391.584473
	Iteration 95Q: 3 clusters Score -7729610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7729612.500000 Penalty: 5391.584473
	Iteration 96Q: 3 clusters Score -7729612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -7729615.000000 Penalty: 5391.584473
	Iteration 97Q: 3 clusters Score -7729615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -7729614.000000 Penalty: 5391.584473
	Iteration 98Q: 3 clusters Score -7729614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -7729605.000000 Penalty: 5391.584473
	Iteration 99Q: 3 clusters Score -7729605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -7729608.000000 Penalty: 5391.584473
	Iteration 100F: 3 clusters Score -7729608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -7729604.000000 Penalty: 5391.584473
	Iteration 101Q: 3 clusters Score -7729604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -7729603.000000 Penalty: 5391.584473
	Iteration 102Q: 3 clusters Score -7729603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -7729602.500000 Penalty: 5391.584473
	Iteration 103Q: 3 clusters Score -7729602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7729602.500000 Penalty: 5391.584473
	Iteration 104Q: 3 clusters Score -7729602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -7729605.000000 Penalty: 5391.584473
	Iteration 105Q: 3 clusters Score -7729605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -7729602.500000 Penalty: 5391.584473
	Iteration 106Q: 3 clusters Score -7729602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -7729602.500000 Penalty: 5391.584473
	Iteration 107F: 3 clusters Score -7729602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Entering Unmasked Estep 
Score: -4623710.000000 Penalty: 2574.455811
	Iteration 0F: 2 clusters Score -4623710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4601735.500000 Penalty: 5148.911621
	Iteration 0F: 3 clusters Score -4601736 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4609817.000000 Penalty: 5148.911621
	Iteration 1F: 3 clusters Score -4609817 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4610376.000000 Penalty: 5148.911621
	Iteration 2Q: 3 clusters Score -4610376 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4610920.000000 Penalty: 5148.911621
	Iteration 3Q: 3 clusters Score -4610920 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4611545.500000 Penalty: 5148.911621
	Iteration 4Q: 3 clusters Score -4611546 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4612195.500000 Penalty: 5148.911621
	Iteration 5Q: 3 clusters Score -4612196 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4612936.500000 Penalty: 5148.911621
	Iteration 6Q: 3 clusters Score -4612936 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4613747.500000 Penalty: 5148.911621
	Iteration 7Q: 3 clusters Score -4613748 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4614524.500000 Penalty: 5148.911621
	Iteration 8Q: 3 clusters Score -4614524 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4615298.000000 Penalty: 5148.911621
	Iteration 9Q: 3 clusters Score -4615298 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4615980.500000 Penalty: 5148.911621
	Iteration 10Q: 3 clusters Score -4615980 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4616566.000000 Penalty: 5148.911621
	Iteration 11Q: 3 clusters Score -4616566 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4616978.500000 Penalty: 5148.911621
	Iteration 12Q: 3 clusters Score -4616978 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4617353.000000 Penalty: 5148.911621
	Iteration 13Q: 3 clusters Score -4617353 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4617605.500000 Penalty: 5148.911621
	Iteration 14Q: 3 clusters Score -4617606 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4617821.500000 Penalty: 5148.911621
	Iteration 15Q: 3 clusters Score -4617822 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4618070.500000 Penalty: 5148.911621
	Iteration 16Q: 3 clusters Score -4618070 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4618286.500000 Penalty: 5148.911621
	Iteration 17Q: 3 clusters Score -4618286 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -4618489.500000 Penalty: 5148.911621
	Iteration 18Q: 3 clusters Score -4618490 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4618730.000000 Penalty: 5148.911621
	Iteration 19Q: 3 clusters Score -4618730 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4618953.500000 Penalty: 5148.911621
	Iteration 20F: 3 clusters Score -4618954 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4619169.000000 Penalty: 5148.911621
	Iteration 21Q: 3 clusters Score -4619169 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4619411.000000 Penalty: 5148.911621
	Iteration 22Q: 3 clusters Score -4619411 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4619659.000000 Penalty: 5148.911621
	Iteration 23Q: 3 clusters Score -4619659 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4619888.000000 Penalty: 5148.911621
	Iteration 24Q: 3 clusters Score -4619888 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4620042.500000 Penalty: 5148.911621
	Iteration 25Q: 3 clusters Score -4620042 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4620197.500000 Penalty: 5148.911621
	Iteration 26Q: 3 clusters Score -4620198 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4620327.000000 Penalty: 5148.911621
	Iteration 27Q: 3 clusters Score -4620327 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4620449.500000 Penalty: 5148.911621
	Iteration 28Q: 3 clusters Score -4620450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4620545.500000 Penalty: 5148.911621
	Iteration 29Q: 3 clusters Score -4620546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4620633.500000 Penalty: 5148.911621
	Iteration 30Q: 3 clusters Score -4620634 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4620722.000000 Penalty: 5148.911621
	Iteration 31Q: 3 clusters Score -4620722 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4620799.000000 Penalty: 5148.911621
	Iteration 32Q: 3 clusters Score -4620799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4620874.000000 Penalty: 5148.911621
	Iteration 33Q: 3 clusters Score -4620874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4620956.000000 Penalty: 5148.911621
	Iteration 34Q: 3 clusters Score -4620956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4621030.500000 Penalty: 5148.911621
	Iteration 35Q: 3 clusters Score -4621030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4621106.500000 Penalty: 5148.911621
	Iteration 36Q: 3 clusters Score -4621106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4621181.500000 Penalty: 5148.911621
	Iteration 37Q: 3 clusters Score -4621182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4621252.000000 Penalty: 5148.911621
	Iteration 38Q: 3 clusters Score -4621252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4621327.000000 Penalty: 5148.911621
	Iteration 39Q: 3 clusters Score -4621327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4621359.000000 Penalty: 5148.911621
	Iteration 40F: 3 clusters Score -4621359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4621401.000000 Penalty: 5148.911621
	Iteration 41Q: 3 clusters Score -4621401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4621433.000000 Penalty: 5148.911621
	Iteration 42Q: 3 clusters Score -4621433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4621446.000000 Penalty: 5148.911621
	Iteration 43Q: 3 clusters Score -4621446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4621466.000000 Penalty: 5148.911621
	Iteration 44Q: 3 clusters Score -4621466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4621483.000000 Penalty: 5148.911621
	Iteration 45Q: 3 clusters Score -4621483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4621489.000000 Penalty: 5148.911621
	Iteration 46Q: 3 clusters Score -4621489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4621497.500000 Penalty: 5148.911621
	Iteration 47Q: 3 clusters Score -4621498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4621510.000000 Penalty: 5148.911621
	Iteration 48Q: 3 clusters Score -4621510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4621509.500000 Penalty: 5148.911621
	Iteration 49Q: 3 clusters Score -4621510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4621516.000000 Penalty: 5148.911621
	Iteration 50Q: 3 clusters Score -4621516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4621522.000000 Penalty: 5148.911621
	Iteration 51Q: 3 clusters Score -4621522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4621531.000000 Penalty: 5148.911621
	Iteration 52Q: 3 clusters Score -4621531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4621533.500000 Penalty: 5148.911621
	Iteration 53Q: 3 clusters Score -4621534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4621534.000000 Penalty: 5148.911621
	Iteration 54Q: 3 clusters Score -4621534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4621532.000000 Penalty: 5148.911621
	Iteration 55Q: 3 clusters Score -4621532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4621536.000000 Penalty: 5148.911621
	Iteration 56Q: 3 clusters Score -4621536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4621536.000000 Penalty: 5148.911621
	Iteration 57F: 3 clusters Score -4621536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Entering Unmasked Estep 
Score: -5167300.500000 Penalty: 2593.940918
	Iteration 0F: 2 clusters Score -5167300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5143472.000000 Penalty: 5187.881836
	Iteration 0F: 3 clusters Score -5143472 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5152237.000000 Penalty: 5187.881836
	Iteration 1F: 3 clusters Score -5152237 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5152727.500000 Penalty: 5187.881836
	Iteration 2Q: 3 clusters Score -5152728 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -5153219.000000 Penalty: 5187.881836
	Iteration 3Q: 3 clusters Score -5153219 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5153705.000000 Penalty: 5187.881836
	Iteration 4Q: 3 clusters Score -5153705 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5154331.000000 Penalty: 5187.881836
	Iteration 5Q: 3 clusters Score -5154331 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5155110.000000 Penalty: 5187.881836
	Iteration 6Q: 3 clusters Score -5155110 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5156230.000000 Penalty: 5187.881836
	Iteration 7F: 3 clusters Score -5156230 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -5157745.500000 Penalty: 5187.881836
	Iteration 8F: 3 clusters Score -5157746 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5159614.500000 Penalty: 5187.881836
	Iteration 9F: 3 clusters Score -5159614 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5161531.000000 Penalty: 5187.881836
	Iteration 10F: 3 clusters Score -5161531 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5162970.000000 Penalty: 5187.881836
	Iteration 11Q: 3 clusters Score -5162970 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5163880.000000 Penalty: 5187.881836
	Iteration 12Q: 3 clusters Score -5163880 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5164353.000000 Penalty: 5187.881836
	Iteration 13Q: 3 clusters Score -5164353 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5164600.500000 Penalty: 5187.881836
	Iteration 14Q: 3 clusters Score -5164600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5164748.500000 Penalty: 5187.881836
	Iteration 15Q: 3 clusters Score -5164748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5164849.000000 Penalty: 5187.881836
	Iteration 16Q: 3 clusters Score -5164849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5164911.500000 Penalty: 5187.881836
	Iteration 17Q: 3 clusters Score -5164912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5164957.500000 Penalty: 5187.881836
	Iteration 18Q: 3 clusters Score -5164958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5164989.500000 Penalty: 5187.881836
	Iteration 19Q: 3 clusters Score -5164990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5165019.500000 Penalty: 5187.881836
	Iteration 20F: 3 clusters Score -5165020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5165032.500000 Penalty: 5187.881836
	Iteration 21Q: 3 clusters Score -5165032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5165042.000000 Penalty: 5187.881836
	Iteration 22Q: 3 clusters Score -5165042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5165043.000000 Penalty: 5187.881836
	Iteration 23Q: 3 clusters Score -5165043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5165046.500000 Penalty: 5187.881836
	Iteration 24Q: 3 clusters Score -5165046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5165048.000000 Penalty: 5187.881836
	Iteration 25Q: 3 clusters Score -5165048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5165052.500000 Penalty: 5187.881836
	Iteration 26Q: 3 clusters Score -5165052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5165064.000000 Penalty: 5187.881836
	Iteration 27Q: 3 clusters Score -5165064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5165075.500000 Penalty: 5187.881836
	Iteration 28Q: 3 clusters Score -5165076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5165082.000000 Penalty: 5187.881836
	Iteration 29Q: 3 clusters Score -5165082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5165086.000000 Penalty: 5187.881836
	Iteration 30Q: 3 clusters Score -5165086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5165084.000000 Penalty: 5187.881836
	Iteration 31Q: 3 clusters Score -5165084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5165090.000000 Penalty: 5187.881836
	Iteration 32Q: 3 clusters Score -5165090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5165098.500000 Penalty: 5187.881836
	Iteration 33Q: 3 clusters Score -5165098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5165100.000000 Penalty: 5187.881836
	Iteration 34Q: 3 clusters Score -5165100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5165106.500000 Penalty: 5187.881836
	Iteration 35Q: 3 clusters Score -5165106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5165112.000000 Penalty: 5187.881836
	Iteration 36Q: 3 clusters Score -5165112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5165115.000000 Penalty: 5187.881836
	Iteration 37Q: 3 clusters Score -5165115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5165112.000000 Penalty: 5187.881836
	Iteration 38Q: 3 clusters Score -5165112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5165112.000000 Penalty: 5187.881836
	Iteration 39F: 3 clusters Score -5165112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Entering Unmasked Estep 
Score: -1840236.625000 Penalty: 2351.660645
	Iteration 0F: 2 clusters Score -1840237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1830581.875000 Penalty: 4703.321289
	Iteration 0F: 3 clusters Score -1830582 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1833556.125000 Penalty: 4703.321289
	Iteration 1F: 3 clusters Score -1833556 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1833915.625000 Penalty: 4703.321289
	Iteration 2F: 3 clusters Score -1833916 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1834198.125000 Penalty: 4703.321289
	Iteration 3F: 3 clusters Score -1834198 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1834426.500000 Penalty: 4703.321289
	Iteration 4Q: 3 clusters Score -1834426 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1834619.125000 Penalty: 4703.321289
	Iteration 5Q: 3 clusters Score -1834619 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1834798.750000 Penalty: 4703.321289
	Iteration 6Q: 3 clusters Score -1834799 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1834963.625000 Penalty: 4703.321289
	Iteration 7Q: 3 clusters Score -1834964 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1835157.875000 Penalty: 4703.321289
	Iteration 8Q: 3 clusters Score -1835158 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1835356.625000 Penalty: 4703.321289
	Iteration 9Q: 3 clusters Score -1835357 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1835579.500000 Penalty: 4703.321289
	Iteration 10Q: 3 clusters Score -1835580 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1835832.625000 Penalty: 4703.321289
	Iteration 11Q: 3 clusters Score -1835833 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1836138.875000 Penalty: 4703.321289
	Iteration 12Q: 3 clusters Score -1836139 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1836436.375000 Penalty: 4703.321289
	Iteration 13Q: 3 clusters Score -1836436 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1836750.375000 Penalty: 4703.321289
	Iteration 14Q: 3 clusters Score -1836750 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1837070.875000 Penalty: 4703.321289
	Iteration 15Q: 3 clusters Score -1837071 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1837373.125000 Penalty: 4703.321289
	Iteration 16Q: 3 clusters Score -1837373 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1837606.000000 Penalty: 4703.321289
	Iteration 17Q: 3 clusters Score -1837606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1837767.875000 Penalty: 4703.321289
	Iteration 18Q: 3 clusters Score -1837768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1837883.750000 Penalty: 4703.321289
	Iteration 19Q: 3 clusters Score -1837884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1837972.250000 Penalty: 4703.321289
	Iteration 20F: 3 clusters Score -1837972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1838046.500000 Penalty: 4703.321289
	Iteration 21Q: 3 clusters Score -1838046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1838093.125000 Penalty: 4703.321289
	Iteration 22Q: 3 clusters Score -1838093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1838110.250000 Penalty: 4703.321289
	Iteration 23Q: 3 clusters Score -1838110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1838139.000000 Penalty: 4703.321289
	Iteration 24Q: 3 clusters Score -1838139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1838150.500000 Penalty: 4703.321289
	Iteration 25Q: 3 clusters Score -1838150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1838158.125000 Penalty: 4703.321289
	Iteration 26Q: 3 clusters Score -1838158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1838172.000000 Penalty: 4703.321289
	Iteration 27Q: 3 clusters Score -1838172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1838183.375000 Penalty: 4703.321289
	Iteration 28Q: 3 clusters Score -1838183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1838189.375000 Penalty: 4703.321289
	Iteration 29Q: 3 clusters Score -1838189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1838201.875000 Penalty: 4703.321289
	Iteration 30Q: 3 clusters Score -1838202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1838208.625000 Penalty: 4703.321289
	Iteration 31Q: 3 clusters Score -1838209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1838208.875000 Penalty: 4703.321289
	Iteration 32Q: 3 clusters Score -1838209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1838209.625000 Penalty: 4703.321289
	Iteration 33Q: 3 clusters Score -1838210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1838209.625000 Penalty: 4703.321289
	Iteration 34F: 3 clusters Score -1838210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -840894.875000 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -840894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -835844.250000 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -835844.2 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -837059.625000 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -837059.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -837263.125000 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -837263.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -837384.562500 Penalty: 4299.766113
	Iteration 3Q: 3 clusters Score -837384.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -837480.000000 Penalty: 4299.766113
	Iteration 4Q: 3 clusters Score -837480 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -837547.437500 Penalty: 4299.766113
	Iteration 5Q: 3 clusters Score -837547.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -837604.875000 Penalty: 4299.766113
	Iteration 6Q: 3 clusters Score -837604.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -837674.687500 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -837674.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -837736.375000 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -837736.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -837814.687500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -837814.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -837908.500000 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -837908.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -838025.062500 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -838025.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -838151.562500 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -838151.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -838305.812500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -838305.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -838464.062500 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -838464.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -838600.687500 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -838600.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -838711.812500 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -838711.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -838809.500000 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -838809.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -838887.562500 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -838887.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -838948.375000 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -838948.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -838994.500000 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -838994.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -839016.062500 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -839016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -839035.500000 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -839035.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -839057.000000 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -839057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -839070.437500 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -839070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -839080.250000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -839080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -839091.250000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -839091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -839101.250000 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -839101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -839112.000000 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -839112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -839120.625000 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -839120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -839126.875000 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -839126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -839129.500000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -839129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -839135.312500 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -839135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -839136.625000 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -839136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -839138.187500 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -839138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -839140.500000 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -839140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -839141.000000 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -839141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -839141.000000 Penalty: 4299.766113
	Iteration 37F: 3 clusters Score -839141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Entering Unmasked Estep 
Score: -3181825.500000 Penalty: 2490.045654
	Iteration 0F: 2 clusters Score -3181826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3165929.000000 Penalty: 4980.091309
	Iteration 0F: 3 clusters Score -3165929 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3171321.250000 Penalty: 4980.091309
	Iteration 1F: 3 clusters Score -3171321 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3171841.000000 Penalty: 4980.091309
	Iteration 2F: 3 clusters Score -3171841 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3172329.000000 Penalty: 4980.091309
	Iteration 3Q: 3 clusters Score -3172329 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3172818.750000 Penalty: 4980.091309
	Iteration 4Q: 3 clusters Score -3172819 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3173305.250000 Penalty: 4980.091309
	Iteration 5Q: 3 clusters Score -3173305 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3173811.500000 Penalty: 4980.091309
	Iteration 6Q: 3 clusters Score -3173812 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3174316.750000 Penalty: 4980.091309
	Iteration 7Q: 3 clusters Score -3174317 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3174795.500000 Penalty: 4980.091309
	Iteration 8Q: 3 clusters Score -3174796 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3175334.750000 Penalty: 4980.091309
	Iteration 9Q: 3 clusters Score -3175335 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3175885.750000 Penalty: 4980.091309
	Iteration 10Q: 3 clusters Score -3175886 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3176523.250000 Penalty: 4980.091309
	Iteration 11Q: 3 clusters Score -3176523 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3177074.750000 Penalty: 4980.091309
	Iteration 12Q: 3 clusters Score -3177075 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3177457.000000 Penalty: 4980.091309
	Iteration 13Q: 3 clusters Score -3177457 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3177704.250000 Penalty: 4980.091309
	Iteration 14Q: 3 clusters Score -3177704 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3177875.250000 Penalty: 4980.091309
	Iteration 15Q: 3 clusters Score -3177875 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3178000.000000 Penalty: 4980.091309
	Iteration 16Q: 3 clusters Score -3178000 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3178104.000000 Penalty: 4980.091309
	Iteration 17Q: 3 clusters Score -3178104 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3178213.000000 Penalty: 4980.091309
	Iteration 18Q: 3 clusters Score -3178213 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3178290.750000 Penalty: 4980.091309
	Iteration 19Q: 3 clusters Score -3178291 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3178364.500000 Penalty: 4980.091309
	Iteration 20F: 3 clusters Score -3178364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3178425.500000 Penalty: 4980.091309
	Iteration 21Q: 3 clusters Score -3178426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3178480.250000 Penalty: 4980.091309
	Iteration 22Q: 3 clusters Score -3178480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3178548.500000 Penalty: 4980.091309
	Iteration 23Q: 3 clusters Score -3178548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3178601.000000 Penalty: 4980.091309
	Iteration 24Q: 3 clusters Score -3178601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3178655.750000 Penalty: 4980.091309
	Iteration 25Q: 3 clusters Score -3178656 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3178691.500000 Penalty: 4980.091309
	Iteration 26Q: 3 clusters Score -3178692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3178732.250000 Penalty: 4980.091309
	Iteration 27Q: 3 clusters Score -3178732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3178811.250000 Penalty: 4980.091309
	Iteration 28Q: 3 clusters Score -3178811 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3178855.250000 Penalty: 4980.091309
	Iteration 29Q: 3 clusters Score -3178855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3178915.250000 Penalty: 4980.091309
	Iteration 30Q: 3 clusters Score -3178915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3178965.250000 Penalty: 4980.091309
	Iteration 31Q: 3 clusters Score -3178965 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3179028.500000 Penalty: 4980.091309
	Iteration 32Q: 3 clusters Score -3179028 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3179080.750000 Penalty: 4980.091309
	Iteration 33Q: 3 clusters Score -3179081 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3179125.000000 Penalty: 4980.091309
	Iteration 34Q: 3 clusters Score -3179125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3179162.250000 Penalty: 4980.091309
	Iteration 35Q: 3 clusters Score -3179162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3179200.250000 Penalty: 4980.091309
	Iteration 36Q: 3 clusters Score -3179200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3179237.000000 Penalty: 4980.091309
	Iteration 37Q: 3 clusters Score -3179237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3179282.750000 Penalty: 4980.091309
	Iteration 38Q: 3 clusters Score -3179283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3179321.750000 Penalty: 4980.091309
	Iteration 39Q: 3 clusters Score -3179322 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3179359.000000 Penalty: 4980.091309
	Iteration 40F: 3 clusters Score -3179359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3179378.000000 Penalty: 4980.091309
	Iteration 41Q: 3 clusters Score -3179378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3179422.500000 Penalty: 4980.091309
	Iteration 42Q: 3 clusters Score -3179422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3179459.000000 Penalty: 4980.091309
	Iteration 43Q: 3 clusters Score -3179459 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3179500.750000 Penalty: 4980.091309
	Iteration 44Q: 3 clusters Score -3179501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3179524.250000 Penalty: 4980.091309
	Iteration 45Q: 3 clusters Score -3179524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3179556.750000 Penalty: 4980.091309
	Iteration 46Q: 3 clusters Score -3179557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3179585.750000 Penalty: 4980.091309
	Iteration 47Q: 3 clusters Score -3179586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3179610.500000 Penalty: 4980.091309
	Iteration 48Q: 3 clusters Score -3179610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3179619.000000 Penalty: 4980.091309
	Iteration 49Q: 3 clusters Score -3179619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3179636.500000 Penalty: 4980.091309
	Iteration 50Q: 3 clusters Score -3179636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3179655.250000 Penalty: 4980.091309
	Iteration 51Q: 3 clusters Score -3179655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3179674.000000 Penalty: 4980.091309
	Iteration 52Q: 3 clusters Score -3179674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3179693.500000 Penalty: 4980.091309
	Iteration 53Q: 3 clusters Score -3179694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3179708.250000 Penalty: 4980.091309
	Iteration 54Q: 3 clusters Score -3179708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3179724.250000 Penalty: 4980.091309
	Iteration 55Q: 3 clusters Score -3179724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3179744.250000 Penalty: 4980.091309
	Iteration 56Q: 3 clusters Score -3179744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3179750.000000 Penalty: 4980.091309
	Iteration 57Q: 3 clusters Score -3179750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3179760.500000 Penalty: 4980.091309
	Iteration 58Q: 3 clusters Score -3179760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3179760.500000 Penalty: 4980.091309
	Iteration 59Q: 3 clusters Score -3179760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3179765.250000 Penalty: 4980.091309
	Iteration 60F: 3 clusters Score -3179765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3179764.250000 Penalty: 4980.091309
	Iteration 61Q: 3 clusters Score -3179764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3179770.750000 Penalty: 4980.091309
	Iteration 62Q: 3 clusters Score -3179771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3179779.750000 Penalty: 4980.091309
	Iteration 63Q: 3 clusters Score -3179780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3179776.000000 Penalty: 4980.091309
	Iteration 64Q: 3 clusters Score -3179776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3179778.500000 Penalty: 4980.091309
	Iteration 65Q: 3 clusters Score -3179778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3179787.750000 Penalty: 4980.091309
	Iteration 66Q: 3 clusters Score -3179788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3179787.250000 Penalty: 4980.091309
	Iteration 67Q: 3 clusters Score -3179787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3179794.250000 Penalty: 4980.091309
	Iteration 68Q: 3 clusters Score -3179794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3179798.750000 Penalty: 4980.091309
	Iteration 69Q: 3 clusters Score -3179799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3179806.750000 Penalty: 4980.091309
	Iteration 70Q: 3 clusters Score -3179807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3179804.500000 Penalty: 4980.091309
	Iteration 71Q: 3 clusters Score -3179804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3179807.000000 Penalty: 4980.091309
	Iteration 72Q: 3 clusters Score -3179807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3179805.750000 Penalty: 4980.091309
	Iteration 73Q: 3 clusters Score -3179806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3179805.750000 Penalty: 4980.091309
	Iteration 74Q: 3 clusters Score -3179806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3179805.750000 Penalty: 4980.091309
	Iteration 75F: 3 clusters Score -3179806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -334962.031250 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -334962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -332029.156250 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -332029.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -332605.531250 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -332605.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332750.437500 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -332750.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -332819.625000 Penalty: 3874.939697
	Iteration 3Q: 3 clusters Score -332819.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -332864.656250 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -332864.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -332903.875000 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -332903.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332930.500000 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -332930.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -332951.218750 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -332951.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -332973.218750 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -332973.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -333002.875000 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -333002.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -333027.531250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -333027.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -333041.218750 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -333041.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -333057.875000 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -333057.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -333079.250000 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -333079.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -333100.875000 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -333100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -333137.656250 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -333137.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -333177.218750 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -333177.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -333235.156250 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -333235.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -333313.000000 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -333313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -333426.062500 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -333426.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -333511.437500 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -333511.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -333580.687500 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -333580.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -333647.156250 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -333647.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -333698.562500 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -333698.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -333746.531250 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -333746.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -333787.406250 Penalty: 3874.939697
	Iteration 25Q: 3 clusters Score -333787.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -333835.187500 Penalty: 3874.939697
	Iteration 26Q: 3 clusters Score -333835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -333869.062500 Penalty: 3874.939697
	Iteration 27Q: 3 clusters Score -333869.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -333903.437500 Penalty: 3874.939697
	Iteration 28Q: 3 clusters Score -333903.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -333928.468750 Penalty: 3874.939697
	Iteration 29Q: 3 clusters Score -333928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -333948.218750 Penalty: 3874.939697
	Iteration 30Q: 3 clusters Score -333948.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -333965.968750 Penalty: 3874.939697
	Iteration 31Q: 3 clusters Score -333966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -333984.593750 Penalty: 3874.939697
	Iteration 32Q: 3 clusters Score -333984.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -334002.843750 Penalty: 3874.939697
	Iteration 33Q: 3 clusters Score -334002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -334010.843750 Penalty: 3874.939697
	Iteration 34Q: 3 clusters Score -334010.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -334018.750000 Penalty: 3874.939697
	Iteration 35Q: 3 clusters Score -334018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334029.156250 Penalty: 3874.939697
	Iteration 36Q: 3 clusters Score -334029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -334031.437500 Penalty: 3874.939697
	Iteration 37Q: 3 clusters Score -334031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -334035.343750 Penalty: 3874.939697
	Iteration 38Q: 3 clusters Score -334035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -334038.906250 Penalty: 3874.939697
	Iteration 39Q: 3 clusters Score -334038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -334042.031250 Penalty: 3874.939697
	Iteration 40F: 3 clusters Score -334042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -334046.562500 Penalty: 3874.939697
	Iteration 41Q: 3 clusters Score -334046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -334050.281250 Penalty: 3874.939697
	Iteration 42Q: 3 clusters Score -334050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -334051.750000 Penalty: 3874.939697
	Iteration 43Q: 3 clusters Score -334051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334052.187500 Penalty: 3874.939697
	Iteration 44Q: 3 clusters Score -334052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -334054.906250 Penalty: 3874.939697
	Iteration 45Q: 3 clusters Score -334054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -334057.343750 Penalty: 3874.939697
	Iteration 46Q: 3 clusters Score -334057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -334058.718750 Penalty: 3874.939697
	Iteration 47Q: 3 clusters Score -334058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -334059.156250 Penalty: 3874.939697
	Iteration 48Q: 3 clusters Score -334059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -334059.156250 Penalty: 3874.939697
	Iteration 49F: 3 clusters Score -334059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -1492032.625000 Penalty: 2323.376709
	Iteration 0F: 2 clusters Score -1492033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1483352.000000 Penalty: 4646.753418
	Iteration 0F: 3 clusters Score -1483352 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1486147.625000 Penalty: 4646.753418
	Iteration 1F: 3 clusters Score -1486148 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1486651.000000 Penalty: 4646.753418
	Iteration 2F: 3 clusters Score -1486651 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1487115.875000 Penalty: 4646.753418
	Iteration 3F: 3 clusters Score -1487116 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1487571.125000 Penalty: 4646.753418
	Iteration 4F: 3 clusters Score -1487571 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1488001.875000 Penalty: 4646.753418
	Iteration 5F: 3 clusters Score -1488002 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1488394.875000 Penalty: 4646.753418
	Iteration 6F: 3 clusters Score -1488395 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1488730.250000 Penalty: 4646.753418
	Iteration 7Q: 3 clusters Score -1488730 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1489045.500000 Penalty: 4646.753418
	Iteration 8Q: 3 clusters Score -1489046 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1489359.750000 Penalty: 4646.753418
	Iteration 9Q: 3 clusters Score -1489360 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1489651.125000 Penalty: 4646.753418
	Iteration 10Q: 3 clusters Score -1489651 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1489873.875000 Penalty: 4646.753418
	Iteration 11Q: 3 clusters Score -1489874 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1490056.875000 Penalty: 4646.753418
	Iteration 12Q: 3 clusters Score -1490057 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1490187.000000 Penalty: 4646.753418
	Iteration 13Q: 3 clusters Score -1490187 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1490273.375000 Penalty: 4646.753418
	Iteration 14Q: 3 clusters Score -1490273 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1490337.000000 Penalty: 4646.753418
	Iteration 15Q: 3 clusters Score -1490337 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1490371.125000 Penalty: 4646.753418
	Iteration 16Q: 3 clusters Score -1490371 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1490419.250000 Penalty: 4646.753418
	Iteration 17Q: 3 clusters Score -1490419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1490446.625000 Penalty: 4646.753418
	Iteration 18Q: 3 clusters Score -1490447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1490463.000000 Penalty: 4646.753418
	Iteration 19Q: 3 clusters Score -1490463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1490477.125000 Penalty: 4646.753418
	Iteration 20F: 3 clusters Score -1490477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1490488.125000 Penalty: 4646.753418
	Iteration 21Q: 3 clusters Score -1490488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1490498.375000 Penalty: 4646.753418
	Iteration 22Q: 3 clusters Score -1490498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1490510.125000 Penalty: 4646.753418
	Iteration 23Q: 3 clusters Score -1490510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1490518.625000 Penalty: 4646.753418
	Iteration 24Q: 3 clusters Score -1490519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1490532.500000 Penalty: 4646.753418
	Iteration 25Q: 3 clusters Score -1490532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1490537.125000 Penalty: 4646.753418
	Iteration 26Q: 3 clusters Score -1490537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1490542.000000 Penalty: 4646.753418
	Iteration 27Q: 3 clusters Score -1490542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1490548.375000 Penalty: 4646.753418
	Iteration 28Q: 3 clusters Score -1490548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1490552.000000 Penalty: 4646.753418
	Iteration 29Q: 3 clusters Score -1490552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1490549.625000 Penalty: 4646.753418
	Iteration 30Q: 3 clusters Score -1490550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1490556.000000 Penalty: 4646.753418
	Iteration 31Q: 3 clusters Score -1490556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1490558.000000 Penalty: 4646.753418
	Iteration 32Q: 3 clusters Score -1490558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1490561.750000 Penalty: 4646.753418
	Iteration 33Q: 3 clusters Score -1490562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1490563.875000 Penalty: 4646.753418
	Iteration 34Q: 3 clusters Score -1490564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1490564.625000 Penalty: 4646.753418
	Iteration 35Q: 3 clusters Score -1490565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1490566.625000 Penalty: 4646.753418
	Iteration 36Q: 3 clusters Score -1490567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1490571.000000 Penalty: 4646.753418
	Iteration 37Q: 3 clusters Score -1490571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1490574.625000 Penalty: 4646.753418
	Iteration 38Q: 3 clusters Score -1490575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1490586.375000 Penalty: 4646.753418
	Iteration 39Q: 3 clusters Score -1490586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1490585.625000 Penalty: 4646.753418
	Iteration 40F: 3 clusters Score -1490586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1490587.875000 Penalty: 4646.753418
	Iteration 41Q: 3 clusters Score -1490588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1490596.875000 Penalty: 4646.753418
	Iteration 42Q: 3 clusters Score -1490597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1490600.125000 Penalty: 4646.753418
	Iteration 43Q: 3 clusters Score -1490600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1490609.375000 Penalty: 4646.753418
	Iteration 44Q: 3 clusters Score -1490609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1490616.750000 Penalty: 4646.753418
	Iteration 45Q: 3 clusters Score -1490617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1490630.250000 Penalty: 4646.753418
	Iteration 46Q: 3 clusters Score -1490630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1490640.375000 Penalty: 4646.753418
	Iteration 47Q: 3 clusters Score -1490640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1490652.000000 Penalty: 4646.753418
	Iteration 48Q: 3 clusters Score -1490652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1490680.250000 Penalty: 4646.753418
	Iteration 49Q: 3 clusters Score -1490680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1490702.750000 Penalty: 4646.753418
	Iteration 50Q: 3 clusters Score -1490703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1490725.500000 Penalty: 4646.753418
	Iteration 51Q: 3 clusters Score -1490726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1490743.375000 Penalty: 4646.753418
	Iteration 52Q: 3 clusters Score -1490743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1490761.125000 Penalty: 4646.753418
	Iteration 53Q: 3 clusters Score -1490761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1490773.375000 Penalty: 4646.753418
	Iteration 54Q: 3 clusters Score -1490773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1490778.500000 Penalty: 4646.753418
	Iteration 55Q: 3 clusters Score -1490778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1490792.875000 Penalty: 4646.753418
	Iteration 56Q: 3 clusters Score -1490793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1490793.250000 Penalty: 4646.753418
	Iteration 57Q: 3 clusters Score -1490793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1490798.000000 Penalty: 4646.753418
	Iteration 58Q: 3 clusters Score -1490798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1490806.875000 Penalty: 4646.753418
	Iteration 59Q: 3 clusters Score -1490807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1490809.375000 Penalty: 4646.753418
	Iteration 60F: 3 clusters Score -1490809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1490813.875000 Penalty: 4646.753418
	Iteration 61Q: 3 clusters Score -1490814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1490818.500000 Penalty: 4646.753418
	Iteration 62Q: 3 clusters Score -1490818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1490821.500000 Penalty: 4646.753418
	Iteration 63Q: 3 clusters Score -1490822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1490819.000000 Penalty: 4646.753418
	Iteration 64Q: 3 clusters Score -1490819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1490822.500000 Penalty: 4646.753418
	Iteration 65Q: 3 clusters Score -1490822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1490822.750000 Penalty: 4646.753418
	Iteration 66Q: 3 clusters Score -1490823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1490820.750000 Penalty: 4646.753418
	Iteration 67Q: 3 clusters Score -1490821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1490817.875000 Penalty: 4646.753418
	Iteration 68Q: 3 clusters Score -1490818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1490818.875000 Penalty: 4646.753418
	Iteration 69Q: 3 clusters Score -1490819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1490819.500000 Penalty: 4646.753418
	Iteration 70Q: 3 clusters Score -1490820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1490819.375000 Penalty: 4646.753418
	Iteration 71Q: 3 clusters Score -1490819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1490822.250000 Penalty: 4646.753418
	Iteration 72Q: 3 clusters Score -1490822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1490822.250000 Penalty: 4646.753418
	Iteration 73F: 3 clusters Score -1490822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Entering Unmasked Estep 
Score: -1453782.000000 Penalty: 2302.745117
	Iteration 0F: 2 clusters Score -1453782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1445577.875000 Penalty: 4605.490234
	Iteration 0F: 3 clusters Score -1445578 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1448081.250000 Penalty: 4605.490234
	Iteration 1F: 3 clusters Score -1448081 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1448431.250000 Penalty: 4605.490234
	Iteration 2F: 3 clusters Score -1448431 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1448696.875000 Penalty: 4605.490234
	Iteration 3F: 3 clusters Score -1448697 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1448929.000000 Penalty: 4605.490234
	Iteration 4Q: 3 clusters Score -1448929 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1449104.125000 Penalty: 4605.490234
	Iteration 5Q: 3 clusters Score -1449104 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1449251.625000 Penalty: 4605.490234
	Iteration 6Q: 3 clusters Score -1449252 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1449375.125000 Penalty: 4605.490234
	Iteration 7Q: 3 clusters Score -1449375 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1449497.125000 Penalty: 4605.490234
	Iteration 8Q: 3 clusters Score -1449497 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1449634.125000 Penalty: 4605.490234
	Iteration 9Q: 3 clusters Score -1449634 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1449806.625000 Penalty: 4605.490234
	Iteration 10Q: 3 clusters Score -1449807 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1449983.875000 Penalty: 4605.490234
	Iteration 11Q: 3 clusters Score -1449984 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1450153.125000 Penalty: 4605.490234
	Iteration 12Q: 3 clusters Score -1450153 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1450295.000000 Penalty: 4605.490234
	Iteration 13Q: 3 clusters Score -1450295 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1450440.750000 Penalty: 4605.490234
	Iteration 14Q: 3 clusters Score -1450441 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1450556.375000 Penalty: 4605.490234
	Iteration 15Q: 3 clusters Score -1450556 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1450667.375000 Penalty: 4605.490234
	Iteration 16Q: 3 clusters Score -1450667 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1450764.625000 Penalty: 4605.490234
	Iteration 17Q: 3 clusters Score -1450765 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1450838.625000 Penalty: 4605.490234
	Iteration 18Q: 3 clusters Score -1450839 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1450898.500000 Penalty: 4605.490234
	Iteration 19Q: 3 clusters Score -1450898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1450935.750000 Penalty: 4605.490234
	Iteration 20F: 3 clusters Score -1450936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1450966.375000 Penalty: 4605.490234
	Iteration 21Q: 3 clusters Score -1450966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1450982.375000 Penalty: 4605.490234
	Iteration 22Q: 3 clusters Score -1450982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1450996.750000 Penalty: 4605.490234
	Iteration 23Q: 3 clusters Score -1450997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1451008.250000 Penalty: 4605.490234
	Iteration 24Q: 3 clusters Score -1451008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1451014.000000 Penalty: 4605.490234
	Iteration 25Q: 3 clusters Score -1451014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1451018.500000 Penalty: 4605.490234
	Iteration 26Q: 3 clusters Score -1451018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1451024.375000 Penalty: 4605.490234
	Iteration 27Q: 3 clusters Score -1451024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1451032.750000 Penalty: 4605.490234
	Iteration 28Q: 3 clusters Score -1451033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1451032.625000 Penalty: 4605.490234
	Iteration 29Q: 3 clusters Score -1451033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1451033.250000 Penalty: 4605.490234
	Iteration 30Q: 3 clusters Score -1451033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1451040.000000 Penalty: 4605.490234
	Iteration 31Q: 3 clusters Score -1451040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1451047.375000 Penalty: 4605.490234
	Iteration 32Q: 3 clusters Score -1451047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1451048.375000 Penalty: 4605.490234
	Iteration 33Q: 3 clusters Score -1451048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1451055.375000 Penalty: 4605.490234
	Iteration 34Q: 3 clusters Score -1451055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1451055.875000 Penalty: 4605.490234
	Iteration 35Q: 3 clusters Score -1451056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1451059.875000 Penalty: 4605.490234
	Iteration 36Q: 3 clusters Score -1451060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1451066.875000 Penalty: 4605.490234
	Iteration 37Q: 3 clusters Score -1451067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1451070.750000 Penalty: 4605.490234
	Iteration 38Q: 3 clusters Score -1451071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1451070.000000 Penalty: 4605.490234
	Iteration 39Q: 3 clusters Score -1451070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1451080.875000 Penalty: 4605.490234
	Iteration 40F: 3 clusters Score -1451081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1451079.875000 Penalty: 4605.490234
	Iteration 41Q: 3 clusters Score -1451080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1451084.500000 Penalty: 4605.490234
	Iteration 42Q: 3 clusters Score -1451084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1451091.875000 Penalty: 4605.490234
	Iteration 43Q: 3 clusters Score -1451092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1451094.000000 Penalty: 4605.490234
	Iteration 44Q: 3 clusters Score -1451094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1451103.125000 Penalty: 4605.490234
	Iteration 45Q: 3 clusters Score -1451103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1451109.125000 Penalty: 4605.490234
	Iteration 46Q: 3 clusters Score -1451109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1451106.750000 Penalty: 4605.490234
	Iteration 47Q: 3 clusters Score -1451107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1451106.875000 Penalty: 4605.490234
	Iteration 48Q: 3 clusters Score -1451107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1451111.250000 Penalty: 4605.490234
	Iteration 49Q: 3 clusters Score -1451111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1451110.375000 Penalty: 4605.490234
	Iteration 50Q: 3 clusters Score -1451110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1451116.250000 Penalty: 4605.490234
	Iteration 51Q: 3 clusters Score -1451116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1451119.250000 Penalty: 4605.490234
	Iteration 52Q: 3 clusters Score -1451119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1451121.250000 Penalty: 4605.490234
	Iteration 53Q: 3 clusters Score -1451121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1451124.750000 Penalty: 4605.490234
	Iteration 54Q: 3 clusters Score -1451125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1451121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1451124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1451127.875000 Penalty: 4605.490234
	Iteration 57Q: 3 clusters Score -1451128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1451131.000000 Penalty: 4605.490234
	Iteration 58Q: 3 clusters Score -1451131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1451129.875000 Penalty: 4605.490234
	Iteration 59Q: 3 clusters Score -1451130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1451132.000000 Penalty: 4605.490234
	Iteration 60F: 3 clusters Score -1451132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1451133.625000 Penalty: 4605.490234
	Iteration 61Q: 3 clusters Score -1451134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1451134.500000 Penalty: 4605.490234
	Iteration 62Q: 3 clusters Score -1451134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1451132.625000 Penalty: 4605.490234
	Iteration 63Q: 3 clusters Score -1451133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1451135.375000 Penalty: 4605.490234
	Iteration 64Q: 3 clusters Score -1451135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1451140.000000 Penalty: 4605.490234
	Iteration 65Q: 3 clusters Score -1451140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1451142.500000 Penalty: 4605.490234
	Iteration 66Q: 3 clusters Score -1451142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1451142.125000 Penalty: 4605.490234
	Iteration 67Q: 3 clusters Score -1451142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1451142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1451144.625000 Penalty: 4605.490234
	Iteration 69Q: 3 clusters Score -1451145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1451144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1451149.000000 Penalty: 4605.490234
	Iteration 71Q: 3 clusters Score -1451149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1451146.625000 Penalty: 4605.490234
	Iteration 72Q: 3 clusters Score -1451147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1451145.625000 Penalty: 4605.490234
	Iteration 73Q: 3 clusters Score -1451146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1451149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1451154.375000 Penalty: 4605.490234
	Iteration 75Q: 3 clusters Score -1451154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1451158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1451167.875000 Penalty: 4605.490234
	Iteration 77Q: 3 clusters Score -1451168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1451172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1451168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1451175.750000 Penalty: 4605.490234
	Iteration 80F: 3 clusters Score -1451176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1451176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1451178.750000 Penalty: 4605.490234
	Iteration 82Q: 3 clusters Score -1451179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1451178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1451180.500000 Penalty: 4605.490234
	Iteration 84Q: 3 clusters Score -1451180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1451180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1451181.000000 Penalty: 4605.490234
	Iteration 86Q: 3 clusters Score -1451181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1451183.000000 Penalty: 4605.490234
	Iteration 87Q: 3 clusters Score -1451183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1451182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1451183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1451187.000000 Penalty: 4605.490234
	Iteration 90Q: 3 clusters Score -1451187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1451184.250000 Penalty: 4605.490234
	Iteration 91Q: 3 clusters Score -1451184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1451185.875000 Penalty: 4605.490234
	Iteration 92Q: 3 clusters Score -1451186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1451185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1451186.375000 Penalty: 4605.490234
	Iteration 94Q: 3 clusters Score -1451186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1451191.125000 Penalty: 4605.490234
	Iteration 95Q: 3 clusters Score -1451191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1451188.375000 Penalty: 4605.490234
	Iteration 96Q: 3 clusters Score -1451188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1451191.250000 Penalty: 4605.490234
	Iteration 97Q: 3 clusters Score -1451191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1451193.500000 Penalty: 4605.490234
	Iteration 98Q: 3 clusters Score -1451194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1451195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1451194.875000 Penalty: 4605.490234
	Iteration 100F: 3 clusters Score -1451195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1451200.500000 Penalty: 4605.490234
	Iteration 101Q: 3 clusters Score -1451200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1451202.250000 Penalty: 4605.490234
	Iteration 102Q: 3 clusters Score -1451202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1451204.125000 Penalty: 4605.490234
	Iteration 103Q: 3 clusters Score -1451204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1451211.125000 Penalty: 4605.490234
	Iteration 104Q: 3 clusters Score -1451211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1451216.625000 Penalty: 4605.490234
	Iteration 105Q: 3 clusters Score -1451217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1451220.875000 Penalty: 4605.490234
	Iteration 106Q: 3 clusters Score -1451221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1451222.750000 Penalty: 4605.490234
	Iteration 107Q: 3 clusters Score -1451223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1451226.500000 Penalty: 4605.490234
	Iteration 108Q: 3 clusters Score -1451226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1451228.875000 Penalty: 4605.490234
	Iteration 109Q: 3 clusters Score -1451229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1451232.875000 Penalty: 4605.490234
	Iteration 110Q: 3 clusters Score -1451233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1451235.000000 Penalty: 4605.490234
	Iteration 111Q: 3 clusters Score -1451235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1451237.000000 Penalty: 4605.490234
	Iteration 112Q: 3 clusters Score -1451237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1451240.000000 Penalty: 4605.490234
	Iteration 113Q: 3 clusters Score -1451240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1451242.000000 Penalty: 4605.490234
	Iteration 114Q: 3 clusters Score -1451242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1451248.625000 Penalty: 4605.490234
	Iteration 115Q: 3 clusters Score -1451249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1451249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1451256.750000 Penalty: 4605.490234
	Iteration 117Q: 3 clusters Score -1451257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1451256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1451258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1451267.750000 Penalty: 4605.490234
	Iteration 120F: 3 clusters Score -1451268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1451269.250000 Penalty: 4605.490234
	Iteration 121Q: 3 clusters Score -1451269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1451281.500000 Penalty: 4605.490234
	Iteration 122Q: 3 clusters Score -1451282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1451290.875000 Penalty: 4605.490234
	Iteration 123Q: 3 clusters Score -1451291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1451298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1451299.625000 Penalty: 4605.490234
	Iteration 125Q: 3 clusters Score -1451300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1451312.625000 Penalty: 4605.490234
	Iteration 126Q: 3 clusters Score -1451313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1451318.625000 Penalty: 4605.490234
	Iteration 127Q: 3 clusters Score -1451319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1451329.625000 Penalty: 4605.490234
	Iteration 128Q: 3 clusters Score -1451330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1451341.500000 Penalty: 4605.490234
	Iteration 129Q: 3 clusters Score -1451342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1451350.250000 Penalty: 4605.490234
	Iteration 130Q: 3 clusters Score -1451350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1451359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1451365.250000 Penalty: 4605.490234
	Iteration 132Q: 3 clusters Score -1451365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1451378.750000 Penalty: 4605.490234
	Iteration 133Q: 3 clusters Score -1451379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1451387.250000 Penalty: 4605.490234
	Iteration 134Q: 3 clusters Score -1451387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1451396.625000 Penalty: 4605.490234
	Iteration 135Q: 3 clusters Score -1451397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1451415.250000 Penalty: 4605.490234
	Iteration 136Q: 3 clusters Score -1451415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1451427.750000 Penalty: 4605.490234
	Iteration 137Q: 3 clusters Score -1451428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1451449.500000 Penalty: 4605.490234
	Iteration 138Q: 3 clusters Score -1451450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1451470.250000 Penalty: 4605.490234
	Iteration 139Q: 3 clusters Score -1451470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1451481.500000 Penalty: 4605.490234
	Iteration 140F: 3 clusters Score -1451482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1451501.125000 Penalty: 4605.490234
	Iteration 141Q: 3 clusters Score -1451501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1451518.875000 Penalty: 4605.490234
	Iteration 142Q: 3 clusters Score -1451519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1451539.000000 Penalty: 4605.490234
	Iteration 143Q: 3 clusters Score -1451539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1451562.500000 Penalty: 4605.490234
	Iteration 144Q: 3 clusters Score -1451562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1451597.875000 Penalty: 4605.490234
	Iteration 145Q: 3 clusters Score -1451598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1451634.750000 Penalty: 4605.490234
	Iteration 146Q: 3 clusters Score -1451635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1451671.750000 Penalty: 4605.490234
	Iteration 147Q: 3 clusters Score -1451672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1451706.125000 Penalty: 4605.490234
	Iteration 148Q: 3 clusters Score -1451706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1451718.875000 Penalty: 4605.490234
	Iteration 149Q: 3 clusters Score -1451719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1451729.750000 Penalty: 4605.490234
	Iteration 150Q: 3 clusters Score -1451730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1451738.875000 Penalty: 4605.490234
	Iteration 151Q: 3 clusters Score -1451739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1451758.750000 Penalty: 4605.490234
	Iteration 152Q: 3 clusters Score -1451759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1451762.500000 Penalty: 4605.490234
	Iteration 153Q: 3 clusters Score -1451762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1451764.375000 Penalty: 4605.490234
	Iteration 154Q: 3 clusters Score -1451764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1451771.875000 Penalty: 4605.490234
	Iteration 155Q: 3 clusters Score -1451772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1451779.000000 Penalty: 4605.490234
	Iteration 156Q: 3 clusters Score -1451779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1451788.750000 Penalty: 4605.490234
	Iteration 157Q: 3 clusters Score -1451789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1451799.875000 Penalty: 4605.490234
	Iteration 158Q: 3 clusters Score -1451800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1451804.500000 Penalty: 4605.490234
	Iteration 159Q: 3 clusters Score -1451804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1451810.625000 Penalty: 4605.490234
	Iteration 160F: 3 clusters Score -1451811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1451815.500000 Penalty: 4605.490234
	Iteration 161Q: 3 clusters Score -1451816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1451815.750000 Penalty: 4605.490234
	Iteration 162Q: 3 clusters Score -1451816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1451824.375000 Penalty: 4605.490234
	Iteration 163Q: 3 clusters Score -1451824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1451828.125000 Penalty: 4605.490234
	Iteration 164Q: 3 clusters Score -1451828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1451834.250000 Penalty: 4605.490234
	Iteration 165Q: 3 clusters Score -1451834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1451842.250000 Penalty: 4605.490234
	Iteration 166Q: 3 clusters Score -1451842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1451846.250000 Penalty: 4605.490234
	Iteration 167Q: 3 clusters Score -1451846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1451846.125000 Penalty: 4605.490234
	Iteration 168Q: 3 clusters Score -1451846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1451850.625000 Penalty: 4605.490234
	Iteration 169Q: 3 clusters Score -1451851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1451857.500000 Penalty: 4605.490234
	Iteration 170Q: 3 clusters Score -1451858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1451861.625000 Penalty: 4605.490234
	Iteration 171Q: 3 clusters Score -1451862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1451863.250000 Penalty: 4605.490234
	Iteration 172Q: 3 clusters Score -1451863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1451863.250000 Penalty: 4605.490234
	Iteration 173Q: 3 clusters Score -1451863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1451867.000000 Penalty: 4605.490234
	Iteration 174Q: 3 clusters Score -1451867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1451869.125000 Penalty: 4605.490234
	Iteration 175Q: 3 clusters Score -1451869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1451873.750000 Penalty: 4605.490234
	Iteration 176Q: 3 clusters Score -1451874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1451873.625000 Penalty: 4605.490234
	Iteration 177Q: 3 clusters Score -1451874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1451874.875000 Penalty: 4605.490234
	Iteration 178Q: 3 clusters Score -1451875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1451874.375000 Penalty: 4605.490234
	Iteration 179Q: 3 clusters Score -1451874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1451879.375000 Penalty: 4605.490234
	Iteration 180F: 3 clusters Score -1451879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1451881.625000 Penalty: 4605.490234
	Iteration 181Q: 3 clusters Score -1451882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1451888.250000 Penalty: 4605.490234
	Iteration 182Q: 3 clusters Score -1451888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1451886.875000 Penalty: 4605.490234
	Iteration 183Q: 3 clusters Score -1451887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1451886.875000 Penalty: 4605.490234
	Iteration 184F: 3 clusters Score -1451887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -626866.500000 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -626866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -622655.000000 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -622655 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -623594.750000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -623594.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -623818.437500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -623818.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -623968.375000 Penalty: 4166.392578
	Iteration 3Q: 3 clusters Score -623968.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -624094.562500 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -624094.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -624223.000000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -624223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -624321.937500 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -624321.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -624428.937500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -624428.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -624524.812500 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -624524.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -624598.062500 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -624598.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -624667.062500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -624667.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -624736.562500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -624736.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -624805.375000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -624805.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -624869.750000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -624869.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -624917.750000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -624917.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -624970.750000 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -624970.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -625035.062500 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -625035.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -625097.312500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -625097.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -625155.500000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -625155.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -625199.937500 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -625199.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -625240.250000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -625240.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -625272.187500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -625272.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -625301.312500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -625301.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -625324.625000 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -625324.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -625350.437500 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -625350.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -625368.687500 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -625368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -625379.437500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -625379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -625399.062500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -625399.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -625420.125000 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -625420.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -625441.312500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -625441.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -625457.937500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -625457.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -625475.187500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -625475.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -625488.062500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -625488.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -625498.375000 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -625498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -625501.562500 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -625501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -625509.875000 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -625509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -625514.875000 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -625514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -625519.375000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -625519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625520.812500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -625520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -625523.750000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -625523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -625524.750000 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -625524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -625527.250000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -625527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -625527.312500 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -625527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -625527.312500 Penalty: 4166.392578
	Iteration 43F: 3 clusters Score -625527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Entering Unmasked Estep 
Score: -3267148.000000 Penalty: 2483.172119
	Iteration 0F: 2 clusters Score -3267148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3251622.750000 Penalty: 4966.344238
	Iteration 0F: 3 clusters Score -3251623 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3256965.500000 Penalty: 4966.344238
	Iteration 1F: 3 clusters Score -3256966 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3257396.750000 Penalty: 4966.344238
	Iteration 2F: 3 clusters Score -3257397 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3257809.000000 Penalty: 4966.344238
	Iteration 3Q: 3 clusters Score -3257809 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3258255.750000 Penalty: 4966.344238
	Iteration 4Q: 3 clusters Score -3258256 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3258761.750000 Penalty: 4966.344238
	Iteration 5Q: 3 clusters Score -3258762 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3259336.750000 Penalty: 4966.344238
	Iteration 6Q: 3 clusters Score -3259337 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3259915.000000 Penalty: 4966.344238
	Iteration 7Q: 3 clusters Score -3259915 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3260437.250000 Penalty: 4966.344238
	Iteration 8Q: 3 clusters Score -3260437 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3260885.250000 Penalty: 4966.344238
	Iteration 9Q: 3 clusters Score -3260885 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3261325.000000 Penalty: 4966.344238
	Iteration 10Q: 3 clusters Score -3261325 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3261748.750000 Penalty: 4966.344238
	Iteration 11Q: 3 clusters Score -3261749 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3262103.250000 Penalty: 4966.344238
	Iteration 12Q: 3 clusters Score -3262103 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3262366.250000 Penalty: 4966.344238
	Iteration 13Q: 3 clusters Score -3262366 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3262588.500000 Penalty: 4966.344238
	Iteration 14Q: 3 clusters Score -3262588 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3262737.000000 Penalty: 4966.344238
	Iteration 15Q: 3 clusters Score -3262737 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3262882.500000 Penalty: 4966.344238
	Iteration 16Q: 3 clusters Score -3262882 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3262996.750000 Penalty: 4966.344238
	Iteration 17Q: 3 clusters Score -3262997 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3263083.750000 Penalty: 4966.344238
	Iteration 18Q: 3 clusters Score -3263084 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3263175.750000 Penalty: 4966.344238
	Iteration 19Q: 3 clusters Score -3263176 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3263249.000000 Penalty: 4966.344238
	Iteration 20F: 3 clusters Score -3263249 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3263298.750000 Penalty: 4966.344238
	Iteration 21Q: 3 clusters Score -3263299 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3263354.250000 Penalty: 4966.344238
	Iteration 22Q: 3 clusters Score -3263354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3263423.000000 Penalty: 4966.344238
	Iteration 23Q: 3 clusters Score -3263423 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3263477.250000 Penalty: 4966.344238
	Iteration 24Q: 3 clusters Score -3263477 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3263519.000000 Penalty: 4966.344238
	Iteration 25Q: 3 clusters Score -3263519 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3263547.500000 Penalty: 4966.344238
	Iteration 26Q: 3 clusters Score -3263548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3263599.000000 Penalty: 4966.344238
	Iteration 27Q: 3 clusters Score -3263599 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3263653.750000 Penalty: 4966.344238
	Iteration 28Q: 3 clusters Score -3263654 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3263701.000000 Penalty: 4966.344238
	Iteration 29Q: 3 clusters Score -3263701 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3263731.500000 Penalty: 4966.344238
	Iteration 30Q: 3 clusters Score -3263732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3263758.750000 Penalty: 4966.344238
	Iteration 31Q: 3 clusters Score -3263759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3263788.500000 Penalty: 4966.344238
	Iteration 32Q: 3 clusters Score -3263788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3263817.000000 Penalty: 4966.344238
	Iteration 33Q: 3 clusters Score -3263817 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3263854.250000 Penalty: 4966.344238
	Iteration 34Q: 3 clusters Score -3263854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3263875.000000 Penalty: 4966.344238
	Iteration 35Q: 3 clusters Score -3263875 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3263887.500000 Penalty: 4966.344238
	Iteration 36Q: 3 clusters Score -3263888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3263927.750000 Penalty: 4966.344238
	Iteration 37Q: 3 clusters Score -3263928 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3263945.250000 Penalty: 4966.344238
	Iteration 38Q: 3 clusters Score -3263945 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3263982.500000 Penalty: 4966.344238
	Iteration 39Q: 3 clusters Score -3263982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3264009.250000 Penalty: 4966.344238
	Iteration 40F: 3 clusters Score -3264009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3264044.000000 Penalty: 4966.344238
	Iteration 41Q: 3 clusters Score -3264044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3264072.250000 Penalty: 4966.344238
	Iteration 42Q: 3 clusters Score -3264072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3264089.750000 Penalty: 4966.344238
	Iteration 43Q: 3 clusters Score -3264090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3264111.500000 Penalty: 4966.344238
	Iteration 44Q: 3 clusters Score -3264112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3264121.750000 Penalty: 4966.344238
	Iteration 45Q: 3 clusters Score -3264122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3264136.250000 Penalty: 4966.344238
	Iteration 46Q: 3 clusters Score -3264136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3264144.500000 Penalty: 4966.344238
	Iteration 47Q: 3 clusters Score -3264144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3264166.750000 Penalty: 4966.344238
	Iteration 48Q: 3 clusters Score -3264167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3264188.000000 Penalty: 4966.344238
	Iteration 49Q: 3 clusters Score -3264188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3264191.250000 Penalty: 4966.344238
	Iteration 50Q: 3 clusters Score -3264191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3264204.500000 Penalty: 4966.344238
	Iteration 51Q: 3 clusters Score -3264204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3264220.500000 Penalty: 4966.344238
	Iteration 52Q: 3 clusters Score -3264220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3264229.000000 Penalty: 4966.344238
	Iteration 53Q: 3 clusters Score -3264229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3264247.250000 Penalty: 4966.344238
	Iteration 54Q: 3 clusters Score -3264247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3264256.250000 Penalty: 4966.344238
	Iteration 55Q: 3 clusters Score -3264256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3264264.250000 Penalty: 4966.344238
	Iteration 56Q: 3 clusters Score -3264264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3264266.750000 Penalty: 4966.344238
	Iteration 57Q: 3 clusters Score -3264267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3264273.750000 Penalty: 4966.344238
	Iteration 58Q: 3 clusters Score -3264274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3264279.750000 Penalty: 4966.344238
	Iteration 59Q: 3 clusters Score -3264280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3264290.000000 Penalty: 4966.344238
	Iteration 60F: 3 clusters Score -3264290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3264291.000000 Penalty: 4966.344238
	Iteration 61Q: 3 clusters Score -3264291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3264302.500000 Penalty: 4966.344238
	Iteration 62Q: 3 clusters Score -3264302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3264304.000000 Penalty: 4966.344238
	Iteration 63Q: 3 clusters Score -3264304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3264320.000000 Penalty: 4966.344238
	Iteration 64Q: 3 clusters Score -3264320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3264332.000000 Penalty: 4966.344238
	Iteration 65Q: 3 clusters Score -3264332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3264348.750000 Penalty: 4966.344238
	Iteration 66Q: 3 clusters Score -3264349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3264354.250000 Penalty: 4966.344238
	Iteration 67Q: 3 clusters Score -3264354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3264355.250000 Penalty: 4966.344238
	Iteration 68Q: 3 clusters Score -3264355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3264360.500000 Penalty: 4966.344238
	Iteration 69Q: 3 clusters Score -3264360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3264370.000000 Penalty: 4966.344238
	Iteration 70Q: 3 clusters Score -3264370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3264370.250000 Penalty: 4966.344238
	Iteration 71Q: 3 clusters Score -3264370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3264370.750000 Penalty: 4966.344238
	Iteration 72Q: 3 clusters Score -3264371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3264372.750000 Penalty: 4966.344238
	Iteration 73Q: 3 clusters Score -3264373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3264371.250000 Penalty: 4966.344238
	Iteration 74Q: 3 clusters Score -3264371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3264367.000000 Penalty: 4966.344238
	Iteration 75Q: 3 clusters Score -3264367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3264365.500000 Penalty: 4966.344238
	Iteration 76Q: 3 clusters Score -3264366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3264375.750000 Penalty: 4966.344238
	Iteration 77Q: 3 clusters Score -3264376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3264377.000000 Penalty: 4966.344238
	Iteration 78Q: 3 clusters Score -3264377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3264380.250000 Penalty: 4966.344238
	Iteration 79Q: 3 clusters Score -3264380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3264387.250000 Penalty: 4966.344238
	Iteration 80F: 3 clusters Score -3264387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3264387.250000 Penalty: 4966.344238
	Iteration 81Q: 3 clusters Score -3264387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3264382.500000 Penalty: 4966.344238
	Iteration 82Q: 3 clusters Score -3264382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3264382.500000 Penalty: 4966.344238
	Iteration 83Q: 3 clusters Score -3264382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3264386.250000 Penalty: 4966.344238
	Iteration 84Q: 3 clusters Score -3264386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3264382.500000 Penalty: 4966.344238
	Iteration 85Q: 3 clusters Score -3264382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3264379.250000 Penalty: 4966.344238
	Iteration 86Q: 3 clusters Score -3264379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3264379.250000 Penalty: 4966.344238
	Iteration 87Q: 3 clusters Score -3264379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3264385.750000 Penalty: 4966.344238
	Iteration 88Q: 3 clusters Score -3264386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3264379.250000 Penalty: 4966.344238
	Iteration 89Q: 3 clusters Score -3264379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3264386.250000 Penalty: 4966.344238
	Iteration 90Q: 3 clusters Score -3264386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3264394.000000 Penalty: 4966.344238
	Iteration 91Q: 3 clusters Score -3264394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3264396.250000 Penalty: 4966.344238
	Iteration 92Q: 3 clusters Score -3264396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3264397.500000 Penalty: 4966.344238
	Iteration 93Q: 3 clusters Score -3264398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3264399.750000 Penalty: 4966.344238
	Iteration 94Q: 3 clusters Score -3264400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3264403.250000 Penalty: 4966.344238
	Iteration 95Q: 3 clusters Score -3264403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3264405.250000 Penalty: 4966.344238
	Iteration 96Q: 3 clusters Score -3264405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3264413.750000 Penalty: 4966.344238
	Iteration 97Q: 3 clusters Score -3264414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3264414.500000 Penalty: 4966.344238
	Iteration 98Q: 3 clusters Score -3264414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3264427.000000 Penalty: 4966.344238
	Iteration 99Q: 3 clusters Score -3264427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3264426.750000 Penalty: 4966.344238
	Iteration 100F: 3 clusters Score -3264427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3264431.500000 Penalty: 4966.344238
	Iteration 101Q: 3 clusters Score -3264432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3264439.000000 Penalty: 4966.344238
	Iteration 102Q: 3 clusters Score -3264439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3264437.500000 Penalty: 4966.344238
	Iteration 103Q: 3 clusters Score -3264438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3264434.500000 Penalty: 4966.344238
	Iteration 104Q: 3 clusters Score -3264434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3264438.000000 Penalty: 4966.344238
	Iteration 105Q: 3 clusters Score -3264438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3264440.000000 Penalty: 4966.344238
	Iteration 106Q: 3 clusters Score -3264440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3264441.500000 Penalty: 4966.344238
	Iteration 107Q: 3 clusters Score -3264442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3264445.000000 Penalty: 4966.344238
	Iteration 108Q: 3 clusters Score -3264445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3264447.500000 Penalty: 4966.344238
	Iteration 109Q: 3 clusters Score -3264448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3264448.750000 Penalty: 4966.344238
	Iteration 110Q: 3 clusters Score -3264449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3264449.000000 Penalty: 4966.344238
	Iteration 111Q: 3 clusters Score -3264449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3264449.750000 Penalty: 4966.344238
	Iteration 112Q: 3 clusters Score -3264450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3264452.000000 Penalty: 4966.344238
	Iteration 113Q: 3 clusters Score -3264452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3264449.500000 Penalty: 4966.344238
	Iteration 114Q: 3 clusters Score -3264450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3264448.000000 Penalty: 4966.344238
	Iteration 115Q: 3 clusters Score -3264448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3264445.000000 Penalty: 4966.344238
	Iteration 116Q: 3 clusters Score -3264445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3264445.000000 Penalty: 4966.344238
	Iteration 117F: 3 clusters Score -3264445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -120246.804688 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -120246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118493.125000 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -118493.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119018.585938 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -119018.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119316.984375 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -119317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119583.585938 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -119583.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119711.992188 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -119712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119850.296875 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -119850.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119999.429688 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -119999.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120094.445312 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -120094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120121.101562 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -120121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120139.726562 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -120139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120159.109375 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -120159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120178.289062 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -120178.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120207.351562 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -120207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120229.929688 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -120229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120265.796875 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -120265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120331.312500 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -120331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120390.609375 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -120390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120513.398438 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -120513.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120633.359375 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -120633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120634.062500 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -120634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120634.937500 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -120634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120636.593750 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -120636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120636.593750 Penalty: 3390.784668
	Iteration 22F: 3 clusters Score -120636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131029 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 111270 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 52582 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 34872 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22310 members 
Mstep: Class 25 contains 466 members 
Mstep: Class 26 contains 179558 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 465 members 
Entering Unmasked Estep 
Score: -128938632.000000 Penalty: 108851.484375
Splitting cluster 25 changes total score from -128939752.000000 to -128938632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (179558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Entering Unmasked Estep 
Score: -26299694.000000 Penalty: 3000.366699
	Iteration 0F: 2 clusters Score -2.629969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -26187426.000000 Penalty: 6000.733398
	Iteration 0F: 3 clusters Score -2.618743e+07 nChanged 86235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -26237712.000000 Penalty: 6000.733398
	Iteration 1F: 3 clusters Score -2.623771e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -26238366.000000 Penalty: 6000.733398
	Iteration 2Q: 3 clusters Score -2.623837e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -26239140.000000 Penalty: 6000.733398
	Iteration 3Q: 3 clusters Score -2.623914e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -26240322.000000 Penalty: 6000.733398
	Iteration 4Q: 3 clusters Score -2.624032e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -26241666.000000 Penalty: 6000.733398
	Iteration 5Q: 3 clusters Score -2.624167e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -26243768.000000 Penalty: 6000.733398
	Iteration 6Q: 3 clusters Score -2.624377e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -26246622.000000 Penalty: 6000.733398
	Iteration 7Q: 3 clusters Score -2.624662e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -26251092.000000 Penalty: 6000.733398
	Iteration 8Q: 3 clusters Score -2.625109e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -26256982.000000 Penalty: 6000.733398
	Iteration 9F: 3 clusters Score -2.625698e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -26263814.000000 Penalty: 6000.733398
	Iteration 10F: 3 clusters Score -2.626381e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -26270368.000000 Penalty: 6000.733398
	Iteration 11F: 3 clusters Score -2.627037e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -26275208.000000 Penalty: 6000.733398
	Iteration 12F: 3 clusters Score -2.627521e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -26278376.000000 Penalty: 6000.733398
	Iteration 13Q: 3 clusters Score -2.627838e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
Score: -26280176.000000 Penalty: 6000.733398
	Iteration 14Q: 3 clusters Score -2.628018e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -26281268.000000 Penalty: 6000.733398
	Iteration 15Q: 3 clusters Score -2.628127e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -26281866.000000 Penalty: 6000.733398
	Iteration 16Q: 3 clusters Score -2.628187e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 134736 members 
Entering Unmasked Estep 
Score: -26282460.000000 Penalty: 6000.733398
	Iteration 17Q: 3 clusters Score -2.628246e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -26282840.000000 Penalty: 6000.733398
	Iteration 18Q: 3 clusters Score -2.628284e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 135083 members 
Entering Unmasked Estep 
Score: -26283180.000000 Penalty: 6000.733398
	Iteration 19Q: 3 clusters Score -2.628318e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 135127 members 
Entering Unmasked Estep 
Score: -26283516.000000 Penalty: 6000.733398
	Iteration 20F: 3 clusters Score -2.628352e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -26283668.000000 Penalty: 6000.733398
	Iteration 21Q: 3 clusters Score -2.628367e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -26283956.000000 Penalty: 6000.733398
	Iteration 22Q: 3 clusters Score -2.628396e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 134573 members 
Entering Unmasked Estep 
Score: -26284240.000000 Penalty: 6000.733398
	Iteration 23Q: 3 clusters Score -2.628424e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 134162 members 
Entering Unmasked Estep 
Score: -26284204.000000 Penalty: 6000.733398
	Iteration 24Q: 3 clusters Score -2.62842e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 133607 members 
Entering Unmasked Estep 
Score: -26284480.000000 Penalty: 6000.733398
	Iteration 25Q: 3 clusters Score -2.628448e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 133072 members 
Entering Unmasked Estep 
Score: -26284688.000000 Penalty: 6000.733398
	Iteration 26Q: 3 clusters Score -2.628469e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -26284910.000000 Penalty: 6000.733398
	Iteration 27Q: 3 clusters Score -2.628491e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -26285020.000000 Penalty: 6000.733398
	Iteration 28Q: 3 clusters Score -2.628502e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 131140 members 
Entering Unmasked Estep 
Score: -26285182.000000 Penalty: 6000.733398
	Iteration 29Q: 3 clusters Score -2.628518e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -26285348.000000 Penalty: 6000.733398
	Iteration 30Q: 3 clusters Score -2.628535e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -26285442.000000 Penalty: 6000.733398
	Iteration 31Q: 3 clusters Score -2.628544e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -26285624.000000 Penalty: 6000.733398
	Iteration 32Q: 3 clusters Score -2.628562e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -26285764.000000 Penalty: 6000.733398
	Iteration 33Q: 3 clusters Score -2.628576e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -26285832.000000 Penalty: 6000.733398
	Iteration 34Q: 3 clusters Score -2.628583e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -26286032.000000 Penalty: 6000.733398
	Iteration 35Q: 3 clusters Score -2.628603e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -26286218.000000 Penalty: 6000.733398
	Iteration 36Q: 3 clusters Score -2.628622e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -26286560.000000 Penalty: 6000.733398
	Iteration 37Q: 3 clusters Score -2.628656e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -26286706.000000 Penalty: 6000.733398
	Iteration 38Q: 3 clusters Score -2.628671e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -26287026.000000 Penalty: 6000.733398
	Iteration 39Q: 3 clusters Score -2.628703e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -26287484.000000 Penalty: 6000.733398
	Iteration 40F: 3 clusters Score -2.628748e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -26287906.000000 Penalty: 6000.733398
	Iteration 41Q: 3 clusters Score -2.628791e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 119945 members 
Entering Unmasked Estep 
Score: -26288172.000000 Penalty: 6000.733398
	Iteration 42Q: 3 clusters Score -2.628817e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -26288408.000000 Penalty: 6000.733398
	Iteration 43Q: 3 clusters Score -2.628841e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -26288586.000000 Penalty: 6000.733398
	Iteration 44Q: 3 clusters Score -2.628859e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -26288712.000000 Penalty: 6000.733398
	Iteration 45Q: 3 clusters Score -2.628871e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -26288806.000000 Penalty: 6000.733398
	Iteration 46Q: 3 clusters Score -2.628881e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -26289018.000000 Penalty: 6000.733398
	Iteration 47Q: 3 clusters Score -2.628902e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -26289054.000000 Penalty: 6000.733398
	Iteration 48Q: 3 clusters Score -2.628905e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -26289160.000000 Penalty: 6000.733398
	Iteration 49Q: 3 clusters Score -2.628916e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -26289310.000000 Penalty: 6000.733398
	Iteration 50Q: 3 clusters Score -2.628931e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -26289366.000000 Penalty: 6000.733398
	Iteration 51Q: 3 clusters Score -2.628937e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -26289412.000000 Penalty: 6000.733398
	Iteration 52Q: 3 clusters Score -2.628941e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -26289518.000000 Penalty: 6000.733398
	Iteration 53Q: 3 clusters Score -2.628952e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 115878 members 
Entering Unmasked Estep 
Score: -26289492.000000 Penalty: 6000.733398
	Iteration 54Q: 3 clusters Score -2.628949e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -26289528.000000 Penalty: 6000.733398
	Iteration 55Q: 3 clusters Score -2.628953e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -26289532.000000 Penalty: 6000.733398
	Iteration 56Q: 3 clusters Score -2.628953e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -26289530.000000 Penalty: 6000.733398
	Iteration 57Q: 3 clusters Score -2.628953e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -26289550.000000 Penalty: 6000.733398
	Iteration 58Q: 3 clusters Score -2.628955e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -26289590.000000 Penalty: 6000.733398
	Iteration 59Q: 3 clusters Score -2.628959e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -26289590.000000 Penalty: 6000.733398
	Iteration 60F: 3 clusters Score -2.628959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -26289650.000000 Penalty: 6000.733398
	Iteration 61Q: 3 clusters Score -2.628965e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -26289634.000000 Penalty: 6000.733398
	Iteration 62Q: 3 clusters Score -2.628963e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -26289656.000000 Penalty: 6000.733398
	Iteration 63Q: 3 clusters Score -2.628966e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -26289698.000000 Penalty: 6000.733398
	Iteration 64Q: 3 clusters Score -2.62897e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -26289686.000000 Penalty: 6000.733398
	Iteration 65Q: 3 clusters Score -2.628969e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -26289654.000000 Penalty: 6000.733398
	Iteration 66Q: 3 clusters Score -2.628965e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -26289666.000000 Penalty: 6000.733398
	Iteration 67Q: 3 clusters Score -2.628967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -26289652.000000 Penalty: 6000.733398
	Iteration 68Q: 3 clusters Score -2.628965e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -26289680.000000 Penalty: 6000.733398
	Iteration 69Q: 3 clusters Score -2.628968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -26289694.000000 Penalty: 6000.733398
	Iteration 70Q: 3 clusters Score -2.628969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -26289708.000000 Penalty: 6000.733398
	Iteration 71Q: 3 clusters Score -2.628971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -26289750.000000 Penalty: 6000.733398
	Iteration 72Q: 3 clusters Score -2.628975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -26289758.000000 Penalty: 6000.733398
	Iteration 73Q: 3 clusters Score -2.628976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -26289762.000000 Penalty: 6000.733398
	Iteration 74Q: 3 clusters Score -2.628976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -26289766.000000 Penalty: 6000.733398
	Iteration 75Q: 3 clusters Score -2.628977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -26289772.000000 Penalty: 6000.733398
	Iteration 76Q: 3 clusters Score -2.628977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -26289752.000000 Penalty: 6000.733398
	Iteration 77Q: 3 clusters Score -2.628975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 114542 members 
Entering Unmasked Estep 
Score: -26289738.000000 Penalty: 6000.733398
	Iteration 78Q: 3 clusters Score -2.628974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -26289718.000000 Penalty: 6000.733398
	Iteration 79Q: 3 clusters Score -2.628972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 114521 members 
Entering Unmasked Estep 
Score: -26289728.000000 Penalty: 6000.733398
	Iteration 80F: 3 clusters Score -2.628973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 114509 members 
Entering Unmasked Estep 
Score: -26289732.000000 Penalty: 6000.733398
	Iteration 81Q: 3 clusters Score -2.628973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 114500 members 
Entering Unmasked Estep 
Score: -26289728.000000 Penalty: 6000.733398
	Iteration 82Q: 3 clusters Score -2.628973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -26289736.000000 Penalty: 6000.733398
	Iteration 83Q: 3 clusters Score -2.628974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -26289722.000000 Penalty: 6000.733398
	Iteration 84Q: 3 clusters Score -2.628972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -26289730.000000 Penalty: 6000.733398
	Iteration 85Q: 3 clusters Score -2.628973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 114483 members 
Entering Unmasked Estep 
Score: -26289738.000000 Penalty: 6000.733398
	Iteration 86Q: 3 clusters Score -2.628974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -26289728.000000 Penalty: 6000.733398
	Iteration 87Q: 3 clusters Score -2.628973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -26289734.000000 Penalty: 6000.733398
	Iteration 88Q: 3 clusters Score -2.628973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -26289720.000000 Penalty: 6000.733398
	Iteration 89Q: 3 clusters Score -2.628972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -26289718.000000 Penalty: 6000.733398
	Iteration 90Q: 3 clusters Score -2.628972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -26289708.000000 Penalty: 6000.733398
	Iteration 91Q: 3 clusters Score -2.628971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 114454 members 
Entering Unmasked Estep 
Score: -26289696.000000 Penalty: 6000.733398
	Iteration 92Q: 3 clusters Score -2.62897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -26289718.000000 Penalty: 6000.733398
	Iteration 93Q: 3 clusters Score -2.628972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -26289722.000000 Penalty: 6000.733398
	Iteration 94Q: 3 clusters Score -2.628972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -26289712.000000 Penalty: 6000.733398
	Iteration 95Q: 3 clusters Score -2.628971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -26289720.000000 Penalty: 6000.733398
	Iteration 96Q: 3 clusters Score -2.628972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -26289712.000000 Penalty: 6000.733398
	Iteration 97Q: 3 clusters Score -2.628971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -26289714.000000 Penalty: 6000.733398
	Iteration 98Q: 3 clusters Score -2.628971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -26289704.000000 Penalty: 6000.733398
	Iteration 99Q: 3 clusters Score -2.62897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -26289702.000000 Penalty: 6000.733398
	Iteration 100F: 3 clusters Score -2.62897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -26289716.000000 Penalty: 6000.733398
	Iteration 101Q: 3 clusters Score -2.628972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -26289736.000000 Penalty: 6000.733398
	Iteration 102Q: 3 clusters Score -2.628974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -26289742.000000 Penalty: 6000.733398
	Iteration 103Q: 3 clusters Score -2.628974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -26289722.000000 Penalty: 6000.733398
	Iteration 104Q: 3 clusters Score -2.628972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -26289722.000000 Penalty: 6000.733398
	Iteration 105Q: 3 clusters Score -2.628972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -26289732.000000 Penalty: 6000.733398
	Iteration 106Q: 3 clusters Score -2.628973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -26289724.000000 Penalty: 6000.733398
	Iteration 107Q: 3 clusters Score -2.628972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -26289724.000000 Penalty: 6000.733398
	Iteration 108F: 3 clusters Score -2.628972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Entering Unmasked Estep 
Score: -4823873.000000 Penalty: 2577.209961
	Iteration 0F: 2 clusters Score -4823873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4801607.000000 Penalty: 5154.419922
	Iteration 0F: 3 clusters Score -4801607 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4809734.000000 Penalty: 5154.419922
	Iteration 1F: 3 clusters Score -4809734 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4810269.000000 Penalty: 5154.419922
	Iteration 2Q: 3 clusters Score -4810269 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4810832.500000 Penalty: 5154.419922
	Iteration 3Q: 3 clusters Score -4810832 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4811512.000000 Penalty: 5154.419922
	Iteration 4Q: 3 clusters Score -4811512 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4812469.500000 Penalty: 5154.419922
	Iteration 5F: 3 clusters Score -4812470 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4813769.000000 Penalty: 5154.419922
	Iteration 6F: 3 clusters Score -4813769 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4815448.000000 Penalty: 5154.419922
	Iteration 7F: 3 clusters Score -4815448 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4817217.500000 Penalty: 5154.419922
	Iteration 8F: 3 clusters Score -4817218 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4818742.000000 Penalty: 5154.419922
	Iteration 9F: 3 clusters Score -4818742 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4819809.500000 Penalty: 5154.419922
	Iteration 10Q: 3 clusters Score -4819810 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4820427.500000 Penalty: 5154.419922
	Iteration 11Q: 3 clusters Score -4820428 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4820816.500000 Penalty: 5154.419922
	Iteration 12Q: 3 clusters Score -4820816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4821042.000000 Penalty: 5154.419922
	Iteration 13Q: 3 clusters Score -4821042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4821175.500000 Penalty: 5154.419922
	Iteration 14Q: 3 clusters Score -4821176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4821266.000000 Penalty: 5154.419922
	Iteration 15Q: 3 clusters Score -4821266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4821314.000000 Penalty: 5154.419922
	Iteration 16Q: 3 clusters Score -4821314 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4821366.500000 Penalty: 5154.419922
	Iteration 17Q: 3 clusters Score -4821366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4821430.000000 Penalty: 5154.419922
	Iteration 18Q: 3 clusters Score -4821430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4821460.500000 Penalty: 5154.419922
	Iteration 19Q: 3 clusters Score -4821460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4821510.500000 Penalty: 5154.419922
	Iteration 20F: 3 clusters Score -4821510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4821517.500000 Penalty: 5154.419922
	Iteration 21Q: 3 clusters Score -4821518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4821543.500000 Penalty: 5154.419922
	Iteration 22Q: 3 clusters Score -4821544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4821551.000000 Penalty: 5154.419922
	Iteration 23Q: 3 clusters Score -4821551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4821559.000000 Penalty: 5154.419922
	Iteration 24Q: 3 clusters Score -4821559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4821580.500000 Penalty: 5154.419922
	Iteration 25Q: 3 clusters Score -4821580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4821582.000000 Penalty: 5154.419922
	Iteration 26Q: 3 clusters Score -4821582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4821593.500000 Penalty: 5154.419922
	Iteration 27Q: 3 clusters Score -4821594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4821593.500000 Penalty: 5154.419922
	Iteration 28Q: 3 clusters Score -4821594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4821608.000000 Penalty: 5154.419922
	Iteration 29Q: 3 clusters Score -4821608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4821611.500000 Penalty: 5154.419922
	Iteration 30Q: 3 clusters Score -4821612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4821616.000000 Penalty: 5154.419922
	Iteration 31Q: 3 clusters Score -4821616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4821627.500000 Penalty: 5154.419922
	Iteration 32Q: 3 clusters Score -4821628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4821633.000000 Penalty: 5154.419922
	Iteration 33Q: 3 clusters Score -4821633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4821633.500000 Penalty: 5154.419922
	Iteration 34Q: 3 clusters Score -4821634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4821641.000000 Penalty: 5154.419922
	Iteration 35Q: 3 clusters Score -4821641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4821641.500000 Penalty: 5154.419922
	Iteration 36Q: 3 clusters Score -4821642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4821651.500000 Penalty: 5154.419922
	Iteration 37Q: 3 clusters Score -4821652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4821657.000000 Penalty: 5154.419922
	Iteration 38Q: 3 clusters Score -4821657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4821658.500000 Penalty: 5154.419922
	Iteration 39Q: 3 clusters Score -4821658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4821658.500000 Penalty: 5154.419922
	Iteration 40F: 3 clusters Score -4821658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4821660.000000 Penalty: 5154.419922
	Iteration 41Q: 3 clusters Score -4821660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4821656.500000 Penalty: 5154.419922
	Iteration 42Q: 3 clusters Score -4821656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4821658.000000 Penalty: 5154.419922
	Iteration 43Q: 3 clusters Score -4821658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4821659.000000 Penalty: 5154.419922
	Iteration 44Q: 3 clusters Score -4821659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4821656.500000 Penalty: 5154.419922
	Iteration 45Q: 3 clusters Score -4821656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4821657.500000 Penalty: 5154.419922
	Iteration 46Q: 3 clusters Score -4821658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4821656.000000 Penalty: 5154.419922
	Iteration 47Q: 3 clusters Score -4821656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4821656.000000 Penalty: 5154.419922
	Iteration 48F: 3 clusters Score -4821656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Entering Unmasked Estep 
Score: -1499323.125000 Penalty: 2298.029541
	Iteration 0F: 2 clusters Score -1499323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1491226.125000 Penalty: 4596.059082
	Iteration 0F: 3 clusters Score -1491226 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1493743.750000 Penalty: 4596.059082
	Iteration 1F: 3 clusters Score -1493744 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1494203.125000 Penalty: 4596.059082
	Iteration 2F: 3 clusters Score -1494203 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1494612.500000 Penalty: 4596.059082
	Iteration 3F: 3 clusters Score -1494612 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1495055.375000 Penalty: 4596.059082
	Iteration 4F: 3 clusters Score -1495055 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1495450.000000 Penalty: 4596.059082
	Iteration 5F: 3 clusters Score -1495450 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1495818.000000 Penalty: 4596.059082
	Iteration 6F: 3 clusters Score -1495818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1496093.250000 Penalty: 4596.059082
	Iteration 7Q: 3 clusters Score -1496093 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1496279.250000 Penalty: 4596.059082
	Iteration 8Q: 3 clusters Score -1496279 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1496374.500000 Penalty: 4596.059082
	Iteration 9Q: 3 clusters Score -1496374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1496445.500000 Penalty: 4596.059082
	Iteration 10Q: 3 clusters Score -1496446 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1496504.250000 Penalty: 4596.059082
	Iteration 11Q: 3 clusters Score -1496504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1496539.125000 Penalty: 4596.059082
	Iteration 12Q: 3 clusters Score -1496539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1496572.375000 Penalty: 4596.059082
	Iteration 13Q: 3 clusters Score -1496572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1496598.875000 Penalty: 4596.059082
	Iteration 14Q: 3 clusters Score -1496599 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1496622.625000 Penalty: 4596.059082
	Iteration 15Q: 3 clusters Score -1496623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1496642.000000 Penalty: 4596.059082
	Iteration 16Q: 3 clusters Score -1496642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1496654.625000 Penalty: 4596.059082
	Iteration 17Q: 3 clusters Score -1496655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1496666.375000 Penalty: 4596.059082
	Iteration 18Q: 3 clusters Score -1496666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1496681.375000 Penalty: 4596.059082
	Iteration 19Q: 3 clusters Score -1496681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1496701.000000 Penalty: 4596.059082
	Iteration 20F: 3 clusters Score -1496701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1496713.750000 Penalty: 4596.059082
	Iteration 21Q: 3 clusters Score -1496714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1496735.000000 Penalty: 4596.059082
	Iteration 22Q: 3 clusters Score -1496735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1496745.875000 Penalty: 4596.059082
	Iteration 23Q: 3 clusters Score -1496746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1496762.375000 Penalty: 4596.059082
	Iteration 24Q: 3 clusters Score -1496762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1496773.875000 Penalty: 4596.059082
	Iteration 25Q: 3 clusters Score -1496774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1496789.625000 Penalty: 4596.059082
	Iteration 26Q: 3 clusters Score -1496790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1496809.250000 Penalty: 4596.059082
	Iteration 27Q: 3 clusters Score -1496809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1496829.625000 Penalty: 4596.059082
	Iteration 28Q: 3 clusters Score -1496830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1496852.875000 Penalty: 4596.059082
	Iteration 29Q: 3 clusters Score -1496853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1496874.500000 Penalty: 4596.059082
	Iteration 30Q: 3 clusters Score -1496874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1496889.750000 Penalty: 4596.059082
	Iteration 31Q: 3 clusters Score -1496890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1496918.000000 Penalty: 4596.059082
	Iteration 32Q: 3 clusters Score -1496918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1496950.250000 Penalty: 4596.059082
	Iteration 33Q: 3 clusters Score -1496950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1496978.375000 Penalty: 4596.059082
	Iteration 34Q: 3 clusters Score -1496978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1497016.875000 Penalty: 4596.059082
	Iteration 35Q: 3 clusters Score -1497017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1497047.875000 Penalty: 4596.059082
	Iteration 36Q: 3 clusters Score -1497048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1497065.625000 Penalty: 4596.059082
	Iteration 37Q: 3 clusters Score -1497066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1497091.250000 Penalty: 4596.059082
	Iteration 38Q: 3 clusters Score -1497091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1497107.500000 Penalty: 4596.059082
	Iteration 39Q: 3 clusters Score -1497108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1497130.375000 Penalty: 4596.059082
	Iteration 40F: 3 clusters Score -1497130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1497140.625000 Penalty: 4596.059082
	Iteration 41Q: 3 clusters Score -1497141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1497156.500000 Penalty: 4596.059082
	Iteration 42Q: 3 clusters Score -1497156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1497171.875000 Penalty: 4596.059082
	Iteration 43Q: 3 clusters Score -1497172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1497180.000000 Penalty: 4596.059082
	Iteration 44Q: 3 clusters Score -1497180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1497185.000000 Penalty: 4596.059082
	Iteration 45Q: 3 clusters Score -1497185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1497186.625000 Penalty: 4596.059082
	Iteration 46Q: 3 clusters Score -1497187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1497196.375000 Penalty: 4596.059082
	Iteration 47Q: 3 clusters Score -1497196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1497204.250000 Penalty: 4596.059082
	Iteration 48Q: 3 clusters Score -1497204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1497209.500000 Penalty: 4596.059082
	Iteration 49Q: 3 clusters Score -1497210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1497219.875000 Penalty: 4596.059082
	Iteration 50Q: 3 clusters Score -1497220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1497224.750000 Penalty: 4596.059082
	Iteration 51Q: 3 clusters Score -1497225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1497232.250000 Penalty: 4596.059082
	Iteration 52Q: 3 clusters Score -1497232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1497238.875000 Penalty: 4596.059082
	Iteration 53Q: 3 clusters Score -1497239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1497241.250000 Penalty: 4596.059082
	Iteration 54Q: 3 clusters Score -1497241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1497245.625000 Penalty: 4596.059082
	Iteration 55Q: 3 clusters Score -1497246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1497247.000000 Penalty: 4596.059082
	Iteration 56Q: 3 clusters Score -1497247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1497251.750000 Penalty: 4596.059082
	Iteration 57Q: 3 clusters Score -1497252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1497251.750000 Penalty: 4596.059082
	Iteration 58Q: 3 clusters Score -1497252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1497254.875000 Penalty: 4596.059082
	Iteration 59Q: 3 clusters Score -1497255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1497255.375000 Penalty: 4596.059082
	Iteration 60F: 3 clusters Score -1497255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -326754.406250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -326754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -323801.156250 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -323801.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324434.343750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -324434.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324778.437500 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -324778.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -325131.093750 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -325131.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -325408.187500 Penalty: 3885.072510
	Iteration 4F: 3 clusters Score -325408.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -325575.062500 Penalty: 3885.072510
	Iteration 5F: 3 clusters Score -325575.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -325669.875000 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -325669.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -325728.437500 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -325728.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -325756.906250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -325756.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325779.750000 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -325779.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325792.468750 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -325792.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325805.093750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -325805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325811.312500 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -325811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325816.125000 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -325816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -325819.968750 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -325820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -325822.750000 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -325822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -325825.781250 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -325825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -325828.093750 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -325828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325829.250000 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -325829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -325829.687500 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -325829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -325829.687500 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -325829.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -101842.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -101842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100078.453125 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -100078.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100553.992188 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -100554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101019.992188 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -101020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101568.578125 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -101568.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101766.601562 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -101766.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101871.914062 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -101871.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101986.710938 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -101986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102065.757812 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -102065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -102182.578125 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -102182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102213.632812 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -102213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102222.968750 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -102223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102229.804688 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -102229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102249.171875 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -102249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102279.328125 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -102279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102338.710938 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -102338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102349.203125 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -102349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102356.390625 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -102356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102356.390625 Penalty: 3330.228516
	Iteration 17F: 3 clusters Score -102356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131029 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 111270 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 52582 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 34872 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22310 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 179558 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 623 members 
Entering Unmasked Estep 
Score: -128938752.000000 Penalty: 108851.484375
Splitting cluster 30 changes total score from -128939752.000000 to -128938752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -62526.089844 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -62526.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61029.128906 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -61029.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61227.371094 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -61227.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61279.664062 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -61279.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61360.882812 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -61360.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61428.351562 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -61428.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61538.074219 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -61538.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61664.968750 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -61664.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61961.519531 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -61961.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62078.496094 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -62078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62223.242188 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -62223.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62248.042969 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -62248.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62255.175781 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -62255.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62257.609375 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -62257.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62262.875000 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -62262.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62262.875000 Penalty: 3073.436279
	Iteration 14F: 3 clusters Score -62262.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 131029 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 111270 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 52582 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 34872 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22937 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22310 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 179558 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939864.000000 Penalty: 105449.875000
Iteration 119Q: 32 clusters Score -1.289399e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 130955 members 
Mstep: Class 5 contains 43671 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 43575 members 
Mstep: Class 8 contains 49401 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30638 members 
Mstep: Class 11 contains 111281 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 52613 members 
Mstep: Class 15 contains 32245 members 
Mstep: Class 16 contains 35188 members 
Mstep: Class 17 contains 13119 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22926 members 
Mstep: Class 20 contains 2473 members 
Mstep: Class 21 contains 11707 members 
Mstep: Class 22 contains 10785 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22325 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 179123 members 
Mstep: Class 27 contains 32616 members 
Mstep: Class 28 contains 10575 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940280.000000 Penalty: 105449.875000
Iteration 120F: 32 clusters Score -1.289403e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 130877 members 
Mstep: Class 5 contains 43657 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 49475 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30729 members 
Mstep: Class 11 contains 111291 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 52625 members 
Mstep: Class 15 contains 32249 members 
Mstep: Class 16 contains 35471 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22915 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 11702 members 
Mstep: Class 22 contains 10792 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22348 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 178726 members 
Mstep: Class 27 contains 32637 members 
Mstep: Class 28 contains 10577 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940048.000000 Penalty: 105449.875000
Iteration 121Q: 32 clusters Score -1.2894e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 130813 members 
Mstep: Class 5 contains 43642 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 43542 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30820 members 
Mstep: Class 11 contains 111321 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 52604 members 
Mstep: Class 15 contains 32243 members 
Mstep: Class 16 contains 35752 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22911 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 11697 members 
Mstep: Class 22 contains 10799 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 22363 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 178297 members 
Mstep: Class 27 contains 32662 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940280.000000 Penalty: 105449.875000
Iteration 122Q: 32 clusters Score -1.289403e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 130671 members 
Mstep: Class 5 contains 43639 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 43543 members 
Mstep: Class 8 contains 49696 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30903 members 
Mstep: Class 11 contains 111349 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6330 members 
Mstep: Class 14 contains 52607 members 
Mstep: Class 15 contains 32242 members 
Mstep: Class 16 contains 36029 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 11694 members 
Mstep: Class 22 contains 10801 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 22375 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 177891 members 
Mstep: Class 27 contains 32700 members 
Mstep: Class 28 contains 10582 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940328.000000 Penalty: 105449.875000
Iteration 123Q: 32 clusters Score -1.289403e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 130578 members 
Mstep: Class 5 contains 43634 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 43532 members 
Mstep: Class 8 contains 49819 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 30977 members 
Mstep: Class 11 contains 111386 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6341 members 
Mstep: Class 14 contains 52627 members 
Mstep: Class 15 contains 32250 members 
Mstep: Class 16 contains 36293 members 
Mstep: Class 17 contains 13101 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22894 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 11692 members 
Mstep: Class 22 contains 10806 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 22392 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 177424 members 
Mstep: Class 27 contains 32740 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 2514 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940128.000000 Penalty: 105449.875000
Iteration 124Q: 32 clusters Score -1.289401e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 130486 members 
Mstep: Class 5 contains 43622 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 43516 members 
Mstep: Class 8 contains 49948 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31071 members 
Mstep: Class 11 contains 111450 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 52647 members 
Mstep: Class 15 contains 32270 members 
Mstep: Class 16 contains 36540 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 11687 members 
Mstep: Class 22 contains 10810 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 22412 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 176944 members 
Mstep: Class 27 contains 32774 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940336.000000 Penalty: 105449.875000
Iteration 125Q: 32 clusters Score -1.289403e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39355 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 130408 members 
Mstep: Class 5 contains 43602 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 43510 members 
Mstep: Class 8 contains 50056 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31163 members 
Mstep: Class 11 contains 111503 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52662 members 
Mstep: Class 15 contains 32273 members 
Mstep: Class 16 contains 36761 members 
Mstep: Class 17 contains 13066 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22866 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 11687 members 
Mstep: Class 22 contains 10814 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 22437 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 176528 members 
Mstep: Class 27 contains 32804 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940120.000000 Penalty: 105449.875000
Iteration 126Q: 32 clusters Score -1.289401e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 130322 members 
Mstep: Class 5 contains 43590 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 43509 members 
Mstep: Class 8 contains 50159 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31253 members 
Mstep: Class 11 contains 111547 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 52676 members 
Mstep: Class 15 contains 32281 members 
Mstep: Class 16 contains 36955 members 
Mstep: Class 17 contains 13065 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22857 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 11686 members 
Mstep: Class 22 contains 10813 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 22451 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 176141 members 
Mstep: Class 27 contains 32832 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940352.000000 Penalty: 105449.875000
Iteration 127Q: 32 clusters Score -1.289404e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 130274 members 
Mstep: Class 5 contains 43579 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 43504 members 
Mstep: Class 8 contains 50276 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31352 members 
Mstep: Class 11 contains 111586 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52692 members 
Mstep: Class 15 contains 32279 members 
Mstep: Class 16 contains 37128 members 
Mstep: Class 17 contains 13056 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22851 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 11683 members 
Mstep: Class 22 contains 10813 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 22458 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 175737 members 
Mstep: Class 27 contains 32864 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 2518 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939944.000000 Penalty: 105449.875000
Iteration 128Q: 32 clusters Score -1.289399e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 130214 members 
Mstep: Class 5 contains 43561 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 43505 members 
Mstep: Class 8 contains 50379 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31438 members 
Mstep: Class 11 contains 111609 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52707 members 
Mstep: Class 15 contains 32270 members 
Mstep: Class 16 contains 37306 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22839 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 11682 members 
Mstep: Class 22 contains 10820 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 22469 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 175385 members 
Mstep: Class 27 contains 32895 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939968.000000 Penalty: 105449.875000
Iteration 129Q: 32 clusters Score -1.2894e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 130222 members 
Mstep: Class 5 contains 43543 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 43511 members 
Mstep: Class 8 contains 50496 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 111618 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52706 members 
Mstep: Class 15 contains 32259 members 
Mstep: Class 16 contains 37480 members 
Mstep: Class 17 contains 13046 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22830 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 11680 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 22478 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 174986 members 
Mstep: Class 27 contains 32934 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939880.000000 Penalty: 105449.875000
Iteration 130Q: 32 clusters Score -1.289399e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 130266 members 
Mstep: Class 5 contains 43518 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 43501 members 
Mstep: Class 8 contains 50626 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31603 members 
Mstep: Class 11 contains 111641 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52712 members 
Mstep: Class 15 contains 32257 members 
Mstep: Class 16 contains 37681 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22825 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 11676 members 
Mstep: Class 22 contains 10833 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 22487 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 174493 members 
Mstep: Class 27 contains 32969 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939856.000000 Penalty: 105449.875000
Iteration 131Q: 32 clusters Score -1.289399e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 130353 members 
Mstep: Class 5 contains 43497 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 50772 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31695 members 
Mstep: Class 11 contains 111645 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 52701 members 
Mstep: Class 15 contains 32246 members 
Mstep: Class 16 contains 37874 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22817 members 
Mstep: Class 20 contains 2483 members 
Mstep: Class 21 contains 11675 members 
Mstep: Class 22 contains 10838 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 22494 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 173989 members 
Mstep: Class 27 contains 33014 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939744.000000 Penalty: 105449.875000
Iteration 132Q: 32 clusters Score -1.289397e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 130456 members 
Mstep: Class 5 contains 43489 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 50932 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31777 members 
Mstep: Class 11 contains 111643 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 52690 members 
Mstep: Class 15 contains 32238 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22804 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 11674 members 
Mstep: Class 22 contains 10837 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 22507 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 173481 members 
Mstep: Class 27 contains 33066 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939816.000000 Penalty: 105449.875000
Iteration 133Q: 32 clusters Score -1.289398e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39357 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 130591 members 
Mstep: Class 5 contains 43476 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 51071 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31873 members 
Mstep: Class 11 contains 111687 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 52666 members 
Mstep: Class 15 contains 32226 members 
Mstep: Class 16 contains 38158 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22792 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 11672 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 22525 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 172918 members 
Mstep: Class 27 contains 33108 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940016.000000 Penalty: 105449.875000
Iteration 134Q: 32 clusters Score -1.2894e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39358 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 130785 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 51203 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 31968 members 
Mstep: Class 11 contains 111703 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 52659 members 
Mstep: Class 15 contains 32223 members 
Mstep: Class 16 contains 38300 members 
Mstep: Class 17 contains 13018 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22787 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 11674 members 
Mstep: Class 22 contains 10846 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 22538 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 172340 members 
Mstep: Class 27 contains 33129 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940208.000000 Penalty: 105449.875000
Iteration 135Q: 32 clusters Score -1.289402e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 131065 members 
Mstep: Class 5 contains 43442 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 43453 members 
Mstep: Class 8 contains 51329 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32053 members 
Mstep: Class 11 contains 111696 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 52660 members 
Mstep: Class 15 contains 32207 members 
Mstep: Class 16 contains 38429 members 
Mstep: Class 17 contains 13016 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22777 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 11674 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 22555 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 171732 members 
Mstep: Class 27 contains 33150 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939984.000000 Penalty: 105449.875000
Iteration 136Q: 32 clusters Score -1.2894e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39360 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 131374 members 
Mstep: Class 5 contains 43429 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 43451 members 
Mstep: Class 8 contains 51470 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32131 members 
Mstep: Class 11 contains 111681 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 52639 members 
Mstep: Class 15 contains 32196 members 
Mstep: Class 16 contains 38560 members 
Mstep: Class 17 contains 13018 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22770 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 11675 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 22569 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 171113 members 
Mstep: Class 27 contains 33162 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940360.000000 Penalty: 105449.875000
Iteration 137Q: 32 clusters Score -1.289404e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 131731 members 
Mstep: Class 5 contains 43413 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 51621 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32200 members 
Mstep: Class 11 contains 111670 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 52612 members 
Mstep: Class 15 contains 32196 members 
Mstep: Class 16 contains 38654 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22764 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 11676 members 
Mstep: Class 22 contains 10857 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 22589 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 170436 members 
Mstep: Class 27 contains 33183 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940456.000000 Penalty: 105449.875000
Iteration 138Q: 32 clusters Score -1.289405e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39360 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 132043 members 
Mstep: Class 5 contains 43402 members 
Mstep: Class 6 contains 5403 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 51766 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32285 members 
Mstep: Class 11 contains 111667 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 52581 members 
Mstep: Class 15 contains 32201 members 
Mstep: Class 16 contains 38776 members 
Mstep: Class 17 contains 13011 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11673 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 22608 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 169778 members 
Mstep: Class 27 contains 33192 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940712.000000 Penalty: 105449.875000
Iteration 139Q: 32 clusters Score -1.289407e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 132356 members 
Mstep: Class 5 contains 43393 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 43500 members 
Mstep: Class 8 contains 51884 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32395 members 
Mstep: Class 11 contains 111654 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6364 members 
Mstep: Class 14 contains 52561 members 
Mstep: Class 15 contains 32194 members 
Mstep: Class 16 contains 38887 members 
Mstep: Class 17 contains 13011 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22729 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 11666 members 
Mstep: Class 22 contains 10863 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 22627 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 169145 members 
Mstep: Class 27 contains 33201 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940704.000000 Penalty: 105449.875000
Iteration 140F: 32 clusters Score -1.289407e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 132629 members 
Mstep: Class 5 contains 43389 members 
Mstep: Class 6 contains 5403 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 51980 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32507 members 
Mstep: Class 11 contains 111628 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 52531 members 
Mstep: Class 15 contains 32193 members 
Mstep: Class 16 contains 39007 members 
Mstep: Class 17 contains 13003 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22713 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11657 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 22644 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 168588 members 
Mstep: Class 27 contains 33210 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940776.000000 Penalty: 105449.875000
Iteration 141Q: 32 clusters Score -1.289408e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 132978 members 
Mstep: Class 5 contains 43370 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 43495 members 
Mstep: Class 8 contains 52057 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32595 members 
Mstep: Class 11 contains 111620 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 52494 members 
Mstep: Class 15 contains 32190 members 
Mstep: Class 16 contains 39098 members 
Mstep: Class 17 contains 12999 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 22705 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11649 members 
Mstep: Class 22 contains 10874 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 168028 members 
Mstep: Class 27 contains 33230 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2514 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940680.000000 Penalty: 105449.875000
Iteration 142Q: 32 clusters Score -1.289407e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 133382 members 
Mstep: Class 5 contains 43350 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 52143 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32679 members 
Mstep: Class 11 contains 111621 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 52470 members 
Mstep: Class 15 contains 32190 members 
Mstep: Class 16 contains 39166 members 
Mstep: Class 17 contains 12990 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22694 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 4503 members 
Mstep: Class 24 contains 22681 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 167433 members 
Mstep: Class 27 contains 33223 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2512 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940992.000000 Penalty: 105449.875000
Iteration 143Q: 32 clusters Score -1.28941e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 133791 members 
Mstep: Class 5 contains 43336 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 52209 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32772 members 
Mstep: Class 11 contains 111622 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 52462 members 
Mstep: Class 15 contains 32181 members 
Mstep: Class 16 contains 39235 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 22689 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11636 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 22691 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 166822 members 
Mstep: Class 27 contains 33212 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941096.000000 Penalty: 105449.875000
Iteration 144Q: 32 clusters Score -1.289411e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 134182 members 
Mstep: Class 5 contains 43322 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 52300 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32860 members 
Mstep: Class 11 contains 111624 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 52442 members 
Mstep: Class 15 contains 32179 members 
Mstep: Class 16 contains 39338 members 
Mstep: Class 17 contains 12983 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 22685 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 22701 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 166181 members 
Mstep: Class 27 contains 33205 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941112.000000 Penalty: 105449.875000
Iteration 145Q: 32 clusters Score -1.289411e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39383 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 134587 members 
Mstep: Class 5 contains 43307 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 52388 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 32945 members 
Mstep: Class 11 contains 111640 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 52428 members 
Mstep: Class 15 contains 32179 members 
Mstep: Class 16 contains 39425 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22679 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11629 members 
Mstep: Class 22 contains 10893 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 22708 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 165533 members 
Mstep: Class 27 contains 33206 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941296.000000 Penalty: 105449.875000
Iteration 146Q: 32 clusters Score -1.289413e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39381 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 135047 members 
Mstep: Class 5 contains 43291 members 
Mstep: Class 6 contains 5381 members 
Mstep: Class 7 contains 43473 members 
Mstep: Class 8 contains 52471 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33016 members 
Mstep: Class 11 contains 111657 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 52415 members 
Mstep: Class 15 contains 32176 members 
Mstep: Class 16 contains 39489 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22673 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11632 members 
Mstep: Class 22 contains 10895 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 22714 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 164879 members 
Mstep: Class 27 contains 33197 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941360.000000 Penalty: 105449.875000
Iteration 147Q: 32 clusters Score -1.289414e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39377 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 135473 members 
Mstep: Class 5 contains 43275 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 7 contains 43467 members 
Mstep: Class 8 contains 52516 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33075 members 
Mstep: Class 11 contains 111693 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 52410 members 
Mstep: Class 15 contains 32177 members 
Mstep: Class 16 contains 39545 members 
Mstep: Class 17 contains 12966 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22665 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 10895 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 22726 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 164286 members 
Mstep: Class 27 contains 33195 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941272.000000 Penalty: 105449.875000
Iteration 148Q: 32 clusters Score -1.289413e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 135898 members 
Mstep: Class 5 contains 43254 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 52543 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 111727 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 52400 members 
Mstep: Class 15 contains 32172 members 
Mstep: Class 16 contains 39596 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22652 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11629 members 
Mstep: Class 22 contains 10900 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 22733 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 163749 members 
Mstep: Class 27 contains 33190 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941664.000000 Penalty: 105449.875000
Iteration 149Q: 32 clusters Score -1.289417e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39372 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 136314 members 
Mstep: Class 5 contains 43234 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 43468 members 
Mstep: Class 8 contains 52567 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 111729 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 52379 members 
Mstep: Class 15 contains 32167 members 
Mstep: Class 16 contains 39639 members 
Mstep: Class 17 contains 12952 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22638 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11625 members 
Mstep: Class 22 contains 10903 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 22747 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 163241 members 
Mstep: Class 27 contains 33189 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941608.000000 Penalty: 105449.875000
Iteration 150Q: 32 clusters Score -1.289416e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 136706 members 
Mstep: Class 5 contains 43221 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 43468 members 
Mstep: Class 8 contains 52601 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33270 members 
Mstep: Class 11 contains 111738 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 52338 members 
Mstep: Class 15 contains 32167 members 
Mstep: Class 16 contains 39670 members 
Mstep: Class 17 contains 12951 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 10905 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 22755 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 162761 members 
Mstep: Class 27 contains 33184 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941768.000000 Penalty: 105449.875000
Iteration 151Q: 32 clusters Score -1.289418e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 137111 members 
Mstep: Class 5 contains 43204 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 52623 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33347 members 
Mstep: Class 11 contains 111755 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 52290 members 
Mstep: Class 15 contains 32158 members 
Mstep: Class 16 contains 39728 members 
Mstep: Class 17 contains 12937 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22618 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 22764 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 162267 members 
Mstep: Class 27 contains 33172 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941752.000000 Penalty: 105449.875000
Iteration 152Q: 32 clusters Score -1.289418e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 137456 members 
Mstep: Class 5 contains 43193 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 43474 members 
Mstep: Class 8 contains 52634 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33423 members 
Mstep: Class 11 contains 111801 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 52270 members 
Mstep: Class 15 contains 32153 members 
Mstep: Class 16 contains 39764 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 22610 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11627 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 161801 members 
Mstep: Class 27 contains 33164 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942040.000000 Penalty: 105449.875000
Iteration 153Q: 32 clusters Score -1.28942e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 137789 members 
Mstep: Class 5 contains 43181 members 
Mstep: Class 6 contains 5328 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 52653 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33496 members 
Mstep: Class 11 contains 111848 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 52245 members 
Mstep: Class 15 contains 32156 members 
Mstep: Class 16 contains 39811 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22608 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 22774 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 161331 members 
Mstep: Class 27 contains 33150 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942072.000000 Penalty: 105449.875000
Iteration 154Q: 32 clusters Score -1.289421e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 138158 members 
Mstep: Class 5 contains 43160 members 
Mstep: Class 6 contains 5324 members 
Mstep: Class 7 contains 43476 members 
Mstep: Class 8 contains 52666 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33558 members 
Mstep: Class 11 contains 111877 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 52222 members 
Mstep: Class 15 contains 32157 members 
Mstep: Class 16 contains 39854 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 22776 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 160843 members 
Mstep: Class 27 contains 33153 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942000.000000 Penalty: 105449.875000
Iteration 155Q: 32 clusters Score -1.28942e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 138573 members 
Mstep: Class 5 contains 43153 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 43473 members 
Mstep: Class 8 contains 52657 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33605 members 
Mstep: Class 11 contains 111927 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 52209 members 
Mstep: Class 15 contains 32156 members 
Mstep: Class 16 contains 39885 members 
Mstep: Class 17 contains 12945 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22602 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 22783 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 160336 members 
Mstep: Class 27 contains 33147 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941808.000000 Penalty: 105449.875000
Iteration 156Q: 32 clusters Score -1.289418e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 138991 members 
Mstep: Class 5 contains 43142 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 52651 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33652 members 
Mstep: Class 11 contains 111962 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 52196 members 
Mstep: Class 15 contains 32158 members 
Mstep: Class 16 contains 39922 members 
Mstep: Class 17 contains 12947 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22604 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4533 members 
Mstep: Class 24 contains 22787 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 159815 members 
Mstep: Class 27 contains 33140 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941944.000000 Penalty: 105449.875000
Iteration 157Q: 32 clusters Score -1.289419e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 139424 members 
Mstep: Class 5 contains 43124 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 52621 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33715 members 
Mstep: Class 11 contains 111999 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 52182 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 39963 members 
Mstep: Class 17 contains 12941 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22598 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 22797 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 159297 members 
Mstep: Class 27 contains 33122 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941984.000000 Penalty: 105449.875000
Iteration 158Q: 32 clusters Score -1.28942e+08 nChanged 1390
Entering ConstructFrom: 
Score: -128941984.000000 Penalty: 105449.875000
Entering ConstructFrom: 
Trying to split cluster 1 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -94586.007812 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -94586.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92895.632812 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -92895.63 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93268.242188 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -93268.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93410.445312 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -93410.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93503.976562 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -93503.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -93594.585938 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -93594.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93701.742188 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -93701.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93832.851562 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -93832.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -94068.789062 Penalty: 3369.002930
	Iteration 7F: 3 clusters Score -94068.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -94512.523438 Penalty: 3369.002930
	Iteration 8F: 3 clusters Score -94512.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94973.101562 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -94973.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -95155.429688 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -95155.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -95204.250000 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -95204.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -95209.335938 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -95209.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95214.468750 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -95214.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95214.468750 Penalty: 3369.002930
	Iteration 14F: 3 clusters Score -95214.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 139874 members 
Mstep: Class 5 contains 43114 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 52614 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 11 contains 112048 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 52168 members 
Mstep: Class 15 contains 32173 members 
Mstep: Class 16 contains 40008 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22591 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10916 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 158738 members 
Mstep: Class 27 contains 33119 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 765 members 
Entering Unmasked Estep 
Score: -128941368.000000 Penalty: 108851.484375
Splitting cluster 1 changes total score from -128941984.000000 to -128941368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Entering Unmasked Estep 
Score: -5641840.000000 Penalty: 2623.977783
	Iteration 0F: 2 clusters Score -5641840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -5615176.000000 Penalty: 5247.955566
	Iteration 0F: 3 clusters Score -5615176 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5625211.500000 Penalty: 5247.955566
	Iteration 1F: 3 clusters Score -5625212 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5625919.500000 Penalty: 5247.955566
	Iteration 2Q: 3 clusters Score -5625920 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5626876.500000 Penalty: 5247.955566
	Iteration 3Q: 3 clusters Score -5626876 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5628160.000000 Penalty: 5247.955566
	Iteration 4F: 3 clusters Score -5628160 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5629630.500000 Penalty: 5247.955566
	Iteration 5F: 3 clusters Score -5629630 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5631283.500000 Penalty: 5247.955566
	Iteration 6F: 3 clusters Score -5631284 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5633101.500000 Penalty: 5247.955566
	Iteration 7F: 3 clusters Score -5633102 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -5634830.500000 Penalty: 5247.955566
	Iteration 8F: 3 clusters Score -5634830 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5636397.500000 Penalty: 5247.955566
	Iteration 9F: 3 clusters Score -5636398 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -5637604.500000 Penalty: 5247.955566
	Iteration 10Q: 3 clusters Score -5637604 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5638363.500000 Penalty: 5247.955566
	Iteration 11Q: 3 clusters Score -5638364 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5638889.000000 Penalty: 5247.955566
	Iteration 12Q: 3 clusters Score -5638889 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5639152.500000 Penalty: 5247.955566
	Iteration 13Q: 3 clusters Score -5639152 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5639380.000000 Penalty: 5247.955566
	Iteration 14Q: 3 clusters Score -5639380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -5639506.000000 Penalty: 5247.955566
	Iteration 15Q: 3 clusters Score -5639506 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5639605.500000 Penalty: 5247.955566
	Iteration 16Q: 3 clusters Score -5639606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5639659.000000 Penalty: 5247.955566
	Iteration 17Q: 3 clusters Score -5639659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5639700.500000 Penalty: 5247.955566
	Iteration 18Q: 3 clusters Score -5639700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5639727.000000 Penalty: 5247.955566
	Iteration 19Q: 3 clusters Score -5639727 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5639734.000000 Penalty: 5247.955566
	Iteration 20F: 3 clusters Score -5639734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5639741.500000 Penalty: 5247.955566
	Iteration 21Q: 3 clusters Score -5639742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -5639749.500000 Penalty: 5247.955566
	Iteration 22Q: 3 clusters Score -5639750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -5639761.000000 Penalty: 5247.955566
	Iteration 23Q: 3 clusters Score -5639761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5639775.000000 Penalty: 5247.955566
	Iteration 24Q: 3 clusters Score -5639775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5639770.000000 Penalty: 5247.955566
	Iteration 25Q: 3 clusters Score -5639770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -5639772.000000 Penalty: 5247.955566
	Iteration 26Q: 3 clusters Score -5639772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5639778.500000 Penalty: 5247.955566
	Iteration 27Q: 3 clusters Score -5639778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5639779.500000 Penalty: 5247.955566
	Iteration 28Q: 3 clusters Score -5639780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5639779.000000 Penalty: 5247.955566
	Iteration 29Q: 3 clusters Score -5639779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5639787.500000 Penalty: 5247.955566
	Iteration 30Q: 3 clusters Score -5639788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5639787.500000 Penalty: 5247.955566
	Iteration 31F: 3 clusters Score -5639788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -355919.500000 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -355919.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -353015.343750 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -353015.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -353571.875000 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -353571.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -353731.531250 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -353731.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -353842.218750 Penalty: 3869.287109
	Iteration 3Q: 3 clusters Score -353842.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353901.250000 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -353901.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -353945.000000 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -353945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -353985.593750 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -353985.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -354013.968750 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -354014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -354036.718750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -354036.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -354059.656250 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -354059.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -354080.812500 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -354080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -354098.968750 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -354099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -354108.562500 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -354108.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -354115.437500 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -354115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -354123.375000 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -354123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -354133.437500 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -354133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -354139.375000 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -354139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -354144.593750 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -354144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -354149.937500 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -354149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -354151.218750 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -354151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -354152.437500 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -354152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354152.875000 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -354152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354152.875000 Penalty: 3869.287109
	Iteration 22F: 3 clusters Score -354152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (139874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139874 members 
Entering Unmasked Estep 
Score: -20524860.000000 Penalty: 2938.427246
	Iteration 0F: 2 clusters Score -2.052486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -20433692.000000 Penalty: 5876.854492
	Iteration 0F: 3 clusters Score -2.043369e+07 nChanged 66776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -20474042.000000 Penalty: 5876.854492
	Iteration 1F: 3 clusters Score -2.047404e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -20476746.000000 Penalty: 5876.854492
	Iteration 2Q: 3 clusters Score -2.047675e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -20480552.000000 Penalty: 5876.854492
	Iteration 3F: 3 clusters Score -2.048055e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -20486072.000000 Penalty: 5876.854492
	Iteration 4F: 3 clusters Score -2.048607e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -20493348.000000 Penalty: 5876.854492
	Iteration 5F: 3 clusters Score -2.049335e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -20500930.000000 Penalty: 5876.854492
	Iteration 6F: 3 clusters Score -2.050093e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -20506198.000000 Penalty: 5876.854492
	Iteration 7F: 3 clusters Score -2.05062e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -20508600.000000 Penalty: 5876.854492
	Iteration 8Q: 3 clusters Score -2.05086e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -20510016.000000 Penalty: 5876.854492
	Iteration 9Q: 3 clusters Score -2.051002e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -20511022.000000 Penalty: 5876.854492
	Iteration 10Q: 3 clusters Score -2.051102e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -20511716.000000 Penalty: 5876.854492
	Iteration 11Q: 3 clusters Score -2.051172e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -20512590.000000 Penalty: 5876.854492
	Iteration 12Q: 3 clusters Score -2.051259e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -20513326.000000 Penalty: 5876.854492
	Iteration 13Q: 3 clusters Score -2.051333e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -20514204.000000 Penalty: 5876.854492
	Iteration 14Q: 3 clusters Score -2.05142e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -20514844.000000 Penalty: 5876.854492
	Iteration 15Q: 3 clusters Score -2.051484e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -20515470.000000 Penalty: 5876.854492
	Iteration 16Q: 3 clusters Score -2.051547e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -20516012.000000 Penalty: 5876.854492
	Iteration 17Q: 3 clusters Score -2.051601e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -20516416.000000 Penalty: 5876.854492
	Iteration 18Q: 3 clusters Score -2.051642e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -20516670.000000 Penalty: 5876.854492
	Iteration 19Q: 3 clusters Score -2.051667e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -20517068.000000 Penalty: 5876.854492
	Iteration 20F: 3 clusters Score -2.051707e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -20517250.000000 Penalty: 5876.854492
	Iteration 21Q: 3 clusters Score -2.051725e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -20517426.000000 Penalty: 5876.854492
	Iteration 22Q: 3 clusters Score -2.051743e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -20517584.000000 Penalty: 5876.854492
	Iteration 23Q: 3 clusters Score -2.051758e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -20517832.000000 Penalty: 5876.854492
	Iteration 24Q: 3 clusters Score -2.051783e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -20517978.000000 Penalty: 5876.854492
	Iteration 25Q: 3 clusters Score -2.051798e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -20518024.000000 Penalty: 5876.854492
	Iteration 26Q: 3 clusters Score -2.051802e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -20518132.000000 Penalty: 5876.854492
	Iteration 27Q: 3 clusters Score -2.051813e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -20518416.000000 Penalty: 5876.854492
	Iteration 28Q: 3 clusters Score -2.051842e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -20518698.000000 Penalty: 5876.854492
	Iteration 29Q: 3 clusters Score -2.05187e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 108091 members 
Entering Unmasked Estep 
Score: -20518826.000000 Penalty: 5876.854492
	Iteration 30Q: 3 clusters Score -2.051883e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -20518922.000000 Penalty: 5876.854492
	Iteration 31Q: 3 clusters Score -2.051892e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -20519248.000000 Penalty: 5876.854492
	Iteration 32Q: 3 clusters Score -2.051925e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -20519480.000000 Penalty: 5876.854492
	Iteration 33Q: 3 clusters Score -2.051948e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -20519742.000000 Penalty: 5876.854492
	Iteration 34Q: 3 clusters Score -2.051974e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -20520040.000000 Penalty: 5876.854492
	Iteration 35Q: 3 clusters Score -2.052004e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -20520226.000000 Penalty: 5876.854492
	Iteration 36Q: 3 clusters Score -2.052023e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -20520452.000000 Penalty: 5876.854492
	Iteration 37Q: 3 clusters Score -2.052045e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -20520732.000000 Penalty: 5876.854492
	Iteration 38Q: 3 clusters Score -2.052073e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -20520956.000000 Penalty: 5876.854492
	Iteration 39Q: 3 clusters Score -2.052096e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -20521200.000000 Penalty: 5876.854492
	Iteration 40F: 3 clusters Score -2.05212e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -20521490.000000 Penalty: 5876.854492
	Iteration 41Q: 3 clusters Score -2.052149e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -20521576.000000 Penalty: 5876.854492
	Iteration 42Q: 3 clusters Score -2.052158e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -20521864.000000 Penalty: 5876.854492
	Iteration 43Q: 3 clusters Score -2.052186e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -20522094.000000 Penalty: 5876.854492
	Iteration 44Q: 3 clusters Score -2.052209e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -20522212.000000 Penalty: 5876.854492
	Iteration 45Q: 3 clusters Score -2.052221e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 135941 members 
Entering Unmasked Estep 
Score: -20522354.000000 Penalty: 5876.854492
	Iteration 46Q: 3 clusters Score -2.052235e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -20522436.000000 Penalty: 5876.854492
	Iteration 47Q: 3 clusters Score -2.052244e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -20522524.000000 Penalty: 5876.854492
	Iteration 48Q: 3 clusters Score -2.052252e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 137659 members 
Entering Unmasked Estep 
Score: -20522564.000000 Penalty: 5876.854492
	Iteration 49Q: 3 clusters Score -2.052256e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -20522590.000000 Penalty: 5876.854492
	Iteration 50Q: 3 clusters Score -2.052259e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -20522586.000000 Penalty: 5876.854492
	Iteration 51Q: 3 clusters Score -2.052259e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 138472 members 
Entering Unmasked Estep 
Score: -20522614.000000 Penalty: 5876.854492
	Iteration 52Q: 3 clusters Score -2.052261e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -20522680.000000 Penalty: 5876.854492
	Iteration 53Q: 3 clusters Score -2.052268e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -20522688.000000 Penalty: 5876.854492
	Iteration 54Q: 3 clusters Score -2.052269e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 138791 members 
Entering Unmasked Estep 
Score: -20522708.000000 Penalty: 5876.854492
	Iteration 55Q: 3 clusters Score -2.052271e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -20522662.000000 Penalty: 5876.854492
	Iteration 56Q: 3 clusters Score -2.052266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -20522670.000000 Penalty: 5876.854492
	Iteration 57Q: 3 clusters Score -2.052267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -20522674.000000 Penalty: 5876.854492
	Iteration 58Q: 3 clusters Score -2.052267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -20522638.000000 Penalty: 5876.854492
	Iteration 59Q: 3 clusters Score -2.052264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -20522668.000000 Penalty: 5876.854492
	Iteration 60F: 3 clusters Score -2.052267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -20522680.000000 Penalty: 5876.854492
	Iteration 61Q: 3 clusters Score -2.052268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -20522676.000000 Penalty: 5876.854492
	Iteration 62Q: 3 clusters Score -2.052268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -20522668.000000 Penalty: 5876.854492
	Iteration 63Q: 3 clusters Score -2.052267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -20522664.000000 Penalty: 5876.854492
	Iteration 64Q: 3 clusters Score -2.052266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 139055 members 
Entering Unmasked Estep 
Score: -20522660.000000 Penalty: 5876.854492
	Iteration 65Q: 3 clusters Score -2.052266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -20522648.000000 Penalty: 5876.854492
	Iteration 66Q: 3 clusters Score -2.052265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -20522640.000000 Penalty: 5876.854492
	Iteration 67Q: 3 clusters Score -2.052264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 139069 members 
Entering Unmasked Estep 
Score: -20522650.000000 Penalty: 5876.854492
	Iteration 68Q: 3 clusters Score -2.052265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -20522654.000000 Penalty: 5876.854492
	Iteration 69Q: 3 clusters Score -2.052265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -20522664.000000 Penalty: 5876.854492
	Iteration 70Q: 3 clusters Score -2.052266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -20522666.000000 Penalty: 5876.854492
	Iteration 71Q: 3 clusters Score -2.052267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 139082 members 
Entering Unmasked Estep 
Score: -20522652.000000 Penalty: 5876.854492
	Iteration 72Q: 3 clusters Score -2.052265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 139084 members 
Entering Unmasked Estep 
Score: -20522662.000000 Penalty: 5876.854492
	Iteration 73Q: 3 clusters Score -2.052266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -20522662.000000 Penalty: 5876.854492
	Iteration 74Q: 3 clusters Score -2.052266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -20522668.000000 Penalty: 5876.854492
	Iteration 75Q: 3 clusters Score -2.052267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -20522660.000000 Penalty: 5876.854492
	Iteration 76Q: 3 clusters Score -2.052266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -20522656.000000 Penalty: 5876.854492
	Iteration 77Q: 3 clusters Score -2.052266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -20522656.000000 Penalty: 5876.854492
	Iteration 78F: 3 clusters Score -2.052266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Entering Unmasked Estep 
Score: -6082760.500000 Penalty: 2646.557617
	Iteration 0F: 2 clusters Score -6082760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -6053545.500000 Penalty: 5293.115234
	Iteration 0F: 3 clusters Score -6053546 nChanged 19748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -6064456.500000 Penalty: 5293.115234
	Iteration 1F: 3 clusters Score -6064456 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6065402.000000 Penalty: 5293.115234
	Iteration 2Q: 3 clusters Score -6065402 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -6066656.000000 Penalty: 5293.115234
	Iteration 3F: 3 clusters Score -6066656 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -6067978.500000 Penalty: 5293.115234
	Iteration 4F: 3 clusters Score -6067978 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -6069492.000000 Penalty: 5293.115234
	Iteration 5F: 3 clusters Score -6069492 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -6071139.500000 Penalty: 5293.115234
	Iteration 6F: 3 clusters Score -6071140 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6072719.500000 Penalty: 5293.115234
	Iteration 7F: 3 clusters Score -6072720 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6074128.000000 Penalty: 5293.115234
	Iteration 8F: 3 clusters Score -6074128 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -6075364.000000 Penalty: 5293.115234
	Iteration 9Q: 3 clusters Score -6075364 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6076408.000000 Penalty: 5293.115234
	Iteration 10Q: 3 clusters Score -6076408 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -6077424.500000 Penalty: 5293.115234
	Iteration 11Q: 3 clusters Score -6077424 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6078393.000000 Penalty: 5293.115234
	Iteration 12Q: 3 clusters Score -6078393 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -6079096.500000 Penalty: 5293.115234
	Iteration 13Q: 3 clusters Score -6079096 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6079591.500000 Penalty: 5293.115234
	Iteration 14Q: 3 clusters Score -6079592 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6079971.500000 Penalty: 5293.115234
	Iteration 15Q: 3 clusters Score -6079972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -6080295.000000 Penalty: 5293.115234
	Iteration 16Q: 3 clusters Score -6080295 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -6080550.500000 Penalty: 5293.115234
	Iteration 17Q: 3 clusters Score -6080550 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -6080793.500000 Penalty: 5293.115234
	Iteration 18Q: 3 clusters Score -6080794 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -6080992.000000 Penalty: 5293.115234
	Iteration 19Q: 3 clusters Score -6080992 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6081164.500000 Penalty: 5293.115234
	Iteration 20F: 3 clusters Score -6081164 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -6081345.000000 Penalty: 5293.115234
	Iteration 21Q: 3 clusters Score -6081345 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6081469.000000 Penalty: 5293.115234
	Iteration 22Q: 3 clusters Score -6081469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6081575.000000 Penalty: 5293.115234
	Iteration 23Q: 3 clusters Score -6081575 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -6081713.000000 Penalty: 5293.115234
	Iteration 24Q: 3 clusters Score -6081713 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6081838.500000 Penalty: 5293.115234
	Iteration 25Q: 3 clusters Score -6081838 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6081925.000000 Penalty: 5293.115234
	Iteration 26Q: 3 clusters Score -6081925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -6081972.500000 Penalty: 5293.115234
	Iteration 27Q: 3 clusters Score -6081972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6082063.000000 Penalty: 5293.115234
	Iteration 28Q: 3 clusters Score -6082063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6082120.000000 Penalty: 5293.115234
	Iteration 29Q: 3 clusters Score -6082120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6082159.500000 Penalty: 5293.115234
	Iteration 30Q: 3 clusters Score -6082160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6082193.000000 Penalty: 5293.115234
	Iteration 31Q: 3 clusters Score -6082193 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6082225.500000 Penalty: 5293.115234
	Iteration 32Q: 3 clusters Score -6082226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6082255.500000 Penalty: 5293.115234
	Iteration 33Q: 3 clusters Score -6082256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6082271.500000 Penalty: 5293.115234
	Iteration 34Q: 3 clusters Score -6082272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6082283.500000 Penalty: 5293.115234
	Iteration 35Q: 3 clusters Score -6082284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6082286.500000 Penalty: 5293.115234
	Iteration 36Q: 3 clusters Score -6082286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6082304.500000 Penalty: 5293.115234
	Iteration 37Q: 3 clusters Score -6082304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6082315.000000 Penalty: 5293.115234
	Iteration 38Q: 3 clusters Score -6082315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6082323.000000 Penalty: 5293.115234
	Iteration 39Q: 3 clusters Score -6082323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6082333.500000 Penalty: 5293.115234
	Iteration 40F: 3 clusters Score -6082334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6082333.500000 Penalty: 5293.115234
	Iteration 41Q: 3 clusters Score -6082334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6082337.500000 Penalty: 5293.115234
	Iteration 42Q: 3 clusters Score -6082338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6082335.000000 Penalty: 5293.115234
	Iteration 43Q: 3 clusters Score -6082335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6082334.500000 Penalty: 5293.115234
	Iteration 44Q: 3 clusters Score -6082334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6082337.500000 Penalty: 5293.115234
	Iteration 45Q: 3 clusters Score -6082338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6082338.500000 Penalty: 5293.115234
	Iteration 46Q: 3 clusters Score -6082338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6082333.500000 Penalty: 5293.115234
	Iteration 47Q: 3 clusters Score -6082334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6082344.000000 Penalty: 5293.115234
	Iteration 48Q: 3 clusters Score -6082344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6082348.500000 Penalty: 5293.115234
	Iteration 49Q: 3 clusters Score -6082348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6082348.500000 Penalty: 5293.115234
	Iteration 50F: 3 clusters Score -6082348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -706597.562500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -706597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -701856.125000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -701856.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -703091.125000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -703091.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -703430.500000 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -703430.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -703681.625000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -703681.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -703883.750000 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -703883.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -704027.750000 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -704027.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -704123.437500 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -704123.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -704219.625000 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -704219.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -704301.625000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -704301.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -704360.937500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -704360.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -704421.625000 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -704421.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -704469.875000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -704469.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -704517.562500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -704517.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -704574.750000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -704574.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -704624.625000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -704624.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -704672.375000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -704672.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -704710.125000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -704710.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -704736.437500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -704736.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -704760.437500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -704760.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -704776.875000 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -704776.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -704788.687500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -704788.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -704798.125000 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -704798.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -704807.625000 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -704807.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -704818.375000 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -704818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -704820.437500 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -704820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -704822.687500 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -704822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -704824.437500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -704824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -704826.375000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -704826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -704827.250000 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -704827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -704833.937500 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -704833.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -704843.500000 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -704843.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -704857.500000 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -704857.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -704868.937500 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -704868.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -704878.062500 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -704878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -704889.750000 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -704889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -704899.125000 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -704899.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -704909.937500 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -704909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -704913.875000 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -704913.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -704923.687500 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -704923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -704930.437500 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -704930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -704935.187500 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -704935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -704936.625000 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -704936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -704940.062500 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -704940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -704941.812500 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -704941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -704943.812500 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -704943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -704945.875000 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -704945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -704947.937500 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -704947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -704949.312500 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -704949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -704951.937500 Penalty: 4254.550781
	Iteration 48Q: 3 clusters Score -704951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -704952.750000 Penalty: 4254.550781
	Iteration 49Q: 3 clusters Score -704952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -704952.125000 Penalty: 4254.550781
	Iteration 50Q: 3 clusters Score -704952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -704952.625000 Penalty: 4254.550781
	Iteration 51Q: 3 clusters Score -704952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -704953.625000 Penalty: 4254.550781
	Iteration 52Q: 3 clusters Score -704953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -704953.625000 Penalty: 4254.550781
	Iteration 53Q: 3 clusters Score -704953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -704953.625000 Penalty: 4254.550781
	Iteration 54F: 3 clusters Score -704953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Entering Unmasked Estep 
Score: -6250484.500000 Penalty: 2648.636719
	Iteration 0F: 2 clusters Score -6250484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -6221180.000000 Penalty: 5297.273438
	Iteration 0F: 3 clusters Score -6221180 nChanged 19870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6232068.500000 Penalty: 5297.273438
	Iteration 1F: 3 clusters Score -6232068 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6232547.000000 Penalty: 5297.273438
	Iteration 2Q: 3 clusters Score -6232547 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6232938.000000 Penalty: 5297.273438
	Iteration 3Q: 3 clusters Score -6232938 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -6233294.500000 Penalty: 5297.273438
	Iteration 4Q: 3 clusters Score -6233294 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -6233726.000000 Penalty: 5297.273438
	Iteration 5Q: 3 clusters Score -6233726 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6234249.500000 Penalty: 5297.273438
	Iteration 6Q: 3 clusters Score -6234250 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -6234998.000000 Penalty: 5297.273438
	Iteration 7Q: 3 clusters Score -6234998 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6236239.000000 Penalty: 5297.273438
	Iteration 8F: 3 clusters Score -6236239 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -6238203.500000 Penalty: 5297.273438
	Iteration 9F: 3 clusters Score -6238204 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -6240896.500000 Penalty: 5297.273438
	Iteration 10F: 3 clusters Score -6240896 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6243807.000000 Penalty: 5297.273438
	Iteration 11F: 3 clusters Score -6243807 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6245979.500000 Penalty: 5297.273438
	Iteration 12F: 3 clusters Score -6245980 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6247219.000000 Penalty: 5297.273438
	Iteration 13Q: 3 clusters Score -6247219 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6247720.000000 Penalty: 5297.273438
	Iteration 14Q: 3 clusters Score -6247720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6247936.000000 Penalty: 5297.273438
	Iteration 15Q: 3 clusters Score -6247936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6248043.500000 Penalty: 5297.273438
	Iteration 16Q: 3 clusters Score -6248044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6248083.000000 Penalty: 5297.273438
	Iteration 17Q: 3 clusters Score -6248083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6248121.500000 Penalty: 5297.273438
	Iteration 18Q: 3 clusters Score -6248122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6248141.000000 Penalty: 5297.273438
	Iteration 19Q: 3 clusters Score -6248141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6248145.500000 Penalty: 5297.273438
	Iteration 20F: 3 clusters Score -6248146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6248158.000000 Penalty: 5297.273438
	Iteration 21Q: 3 clusters Score -6248158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6248165.000000 Penalty: 5297.273438
	Iteration 22Q: 3 clusters Score -6248165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6248165.000000 Penalty: 5297.273438
	Iteration 23F: 3 clusters Score -6248165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Entering Unmasked Estep 
Score: -7778720.500000 Penalty: 2695.942871
	Iteration 0F: 2 clusters Score -7778720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -7743395.500000 Penalty: 5391.885742
	Iteration 0F: 3 clusters Score -7743396 nChanged 24340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -7756935.500000 Penalty: 5391.885742
	Iteration 1F: 3 clusters Score -7756936 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -7757388.500000 Penalty: 5391.885742
	Iteration 2Q: 3 clusters Score -7757388 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -7757971.500000 Penalty: 5391.885742
	Iteration 3Q: 3 clusters Score -7757972 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -7758769.000000 Penalty: 5391.885742
	Iteration 4Q: 3 clusters Score -7758769 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -7760075.000000 Penalty: 5391.885742
	Iteration 5Q: 3 clusters Score -7760075 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -7762186.500000 Penalty: 5391.885742
	Iteration 6F: 3 clusters Score -7762186 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -7765535.000000 Penalty: 5391.885742
	Iteration 7F: 3 clusters Score -7765535 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7769587.000000 Penalty: 5391.885742
	Iteration 8F: 3 clusters Score -7769587 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7773003.500000 Penalty: 5391.885742
	Iteration 9F: 3 clusters Score -7773004 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7774933.000000 Penalty: 5391.885742
	Iteration 10Q: 3 clusters Score -7774933 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7775759.000000 Penalty: 5391.885742
	Iteration 11Q: 3 clusters Score -7775759 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7776056.500000 Penalty: 5391.885742
	Iteration 12Q: 3 clusters Score -7776056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7776175.500000 Penalty: 5391.885742
	Iteration 13Q: 3 clusters Score -7776176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7776208.500000 Penalty: 5391.885742
	Iteration 14Q: 3 clusters Score -7776208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7776254.500000 Penalty: 5391.885742
	Iteration 15Q: 3 clusters Score -7776254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7776268.000000 Penalty: 5391.885742
	Iteration 16Q: 3 clusters Score -7776268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7776275.000000 Penalty: 5391.885742
	Iteration 17Q: 3 clusters Score -7776275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7776300.500000 Penalty: 5391.885742
	Iteration 18Q: 3 clusters Score -7776300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7776307.500000 Penalty: 5391.885742
	Iteration 19Q: 3 clusters Score -7776308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7776310.500000 Penalty: 5391.885742
	Iteration 20F: 3 clusters Score -7776310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7776316.000000 Penalty: 5391.885742
	Iteration 21Q: 3 clusters Score -7776316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7776323.500000 Penalty: 5391.885742
	Iteration 22Q: 3 clusters Score -7776324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7776328.000000 Penalty: 5391.885742
	Iteration 23Q: 3 clusters Score -7776328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7776331.000000 Penalty: 5391.885742
	Iteration 24Q: 3 clusters Score -7776331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7776329.000000 Penalty: 5391.885742
	Iteration 25Q: 3 clusters Score -7776329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7776332.000000 Penalty: 5391.885742
	Iteration 26Q: 3 clusters Score -7776332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7776337.000000 Penalty: 5391.885742
	Iteration 27Q: 3 clusters Score -7776337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7776336.000000 Penalty: 5391.885742
	Iteration 28Q: 3 clusters Score -7776336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7776336.000000 Penalty: 5391.885742
	Iteration 29F: 3 clusters Score -7776336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32617.464844 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32617.46 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 134 members 
Entering Unmasked Estep 
Score: -31437.265625 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31437.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31650.537109 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31650.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31845.755859 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -31845.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31969.103516 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32034.767578 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -32034.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32037.755859 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -32037.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32037.755859 Penalty: 2807.103027
	Iteration 6F: 3 clusters Score -32037.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Entering Unmasked Estep 
Score: -5011062.000000 Penalty: 2585.911377
	Iteration 0F: 2 clusters Score -5011062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4987973.500000 Penalty: 5171.822754
	Iteration 0F: 3 clusters Score -4987974 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4996463.500000 Penalty: 5171.822754
	Iteration 1F: 3 clusters Score -4996464 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4996855.500000 Penalty: 5171.822754
	Iteration 2Q: 3 clusters Score -4996856 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4997231.000000 Penalty: 5171.822754
	Iteration 3Q: 3 clusters Score -4997231 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4997625.500000 Penalty: 5171.822754
	Iteration 4Q: 3 clusters Score -4997626 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4998009.500000 Penalty: 5171.822754
	Iteration 5Q: 3 clusters Score -4998010 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4998486.000000 Penalty: 5171.822754
	Iteration 6Q: 3 clusters Score -4998486 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4999075.500000 Penalty: 5171.822754
	Iteration 7Q: 3 clusters Score -4999076 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4999964.500000 Penalty: 5171.822754
	Iteration 8Q: 3 clusters Score -4999964 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5001273.500000 Penalty: 5171.822754
	Iteration 9F: 3 clusters Score -5001274 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5002990.500000 Penalty: 5171.822754
	Iteration 10F: 3 clusters Score -5002990 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -5004805.000000 Penalty: 5171.822754
	Iteration 11F: 3 clusters Score -5004805 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5006138.500000 Penalty: 5171.822754
	Iteration 12Q: 3 clusters Score -5006138 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5006973.500000 Penalty: 5171.822754
	Iteration 13Q: 3 clusters Score -5006974 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5007457.000000 Penalty: 5171.822754
	Iteration 14Q: 3 clusters Score -5007457 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -5007823.000000 Penalty: 5171.822754
	Iteration 15Q: 3 clusters Score -5007823 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5008063.000000 Penalty: 5171.822754
	Iteration 16Q: 3 clusters Score -5008063 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5008259.000000 Penalty: 5171.822754
	Iteration 17Q: 3 clusters Score -5008259 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -5008411.500000 Penalty: 5171.822754
	Iteration 18Q: 3 clusters Score -5008412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -5008532.000000 Penalty: 5171.822754
	Iteration 19Q: 3 clusters Score -5008532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -5008603.000000 Penalty: 5171.822754
	Iteration 20F: 3 clusters Score -5008603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5008668.500000 Penalty: 5171.822754
	Iteration 21Q: 3 clusters Score -5008668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -5008739.000000 Penalty: 5171.822754
	Iteration 22Q: 3 clusters Score -5008739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -5008780.000000 Penalty: 5171.822754
	Iteration 23Q: 3 clusters Score -5008780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5008807.500000 Penalty: 5171.822754
	Iteration 24Q: 3 clusters Score -5008808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5008809.000000 Penalty: 5171.822754
	Iteration 25Q: 3 clusters Score -5008809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -5008813.500000 Penalty: 5171.822754
	Iteration 26Q: 3 clusters Score -5008814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5008816.500000 Penalty: 5171.822754
	Iteration 27Q: 3 clusters Score -5008816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5008820.500000 Penalty: 5171.822754
	Iteration 28Q: 3 clusters Score -5008820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5008822.500000 Penalty: 5171.822754
	Iteration 29Q: 3 clusters Score -5008822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -5008834.500000 Penalty: 5171.822754
	Iteration 30Q: 3 clusters Score -5008834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5008839.000000 Penalty: 5171.822754
	Iteration 31Q: 3 clusters Score -5008839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -5008846.500000 Penalty: 5171.822754
	Iteration 32Q: 3 clusters Score -5008846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5008846.000000 Penalty: 5171.822754
	Iteration 33Q: 3 clusters Score -5008846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5008845.000000 Penalty: 5171.822754
	Iteration 34Q: 3 clusters Score -5008845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -5008842.500000 Penalty: 5171.822754
	Iteration 35Q: 3 clusters Score -5008842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -5008847.000000 Penalty: 5171.822754
	Iteration 36Q: 3 clusters Score -5008847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5008850.000000 Penalty: 5171.822754
	Iteration 37Q: 3 clusters Score -5008850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5008855.000000 Penalty: 5171.822754
	Iteration 38Q: 3 clusters Score -5008855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5008854.500000 Penalty: 5171.822754
	Iteration 39Q: 3 clusters Score -5008854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -5008861.500000 Penalty: 5171.822754
	Iteration 40F: 3 clusters Score -5008862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5008871.000000 Penalty: 5171.822754
	Iteration 41Q: 3 clusters Score -5008871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5008873.500000 Penalty: 5171.822754
	Iteration 42Q: 3 clusters Score -5008874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5008877.000000 Penalty: 5171.822754
	Iteration 43Q: 3 clusters Score -5008877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -5008883.000000 Penalty: 5171.822754
	Iteration 44Q: 3 clusters Score -5008883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5008878.500000 Penalty: 5171.822754
	Iteration 45Q: 3 clusters Score -5008878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5008882.500000 Penalty: 5171.822754
	Iteration 46Q: 3 clusters Score -5008882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5008881.000000 Penalty: 5171.822754
	Iteration 47Q: 3 clusters Score -5008881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5008882.000000 Penalty: 5171.822754
	Iteration 48Q: 3 clusters Score -5008882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5008882.000000 Penalty: 5171.822754
	Iteration 49F: 3 clusters Score -5008882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Entering Unmasked Estep 
Score: -16495226.000000 Penalty: 2883.417236
	Iteration 0F: 2 clusters Score -1.649523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -16422549.000000 Penalty: 5766.834473
	Iteration 0F: 3 clusters Score -1.642255e+07 nChanged 53023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -16453264.000000 Penalty: 5766.834473
	Iteration 1F: 3 clusters Score -1.645326e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -16454647.000000 Penalty: 5766.834473
	Iteration 2Q: 3 clusters Score -1.645465e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -16456666.000000 Penalty: 5766.834473
	Iteration 3Q: 3 clusters Score -1.645667e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -16459686.000000 Penalty: 5766.834473
	Iteration 4F: 3 clusters Score -1.645969e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -16464518.000000 Penalty: 5766.834473
	Iteration 5F: 3 clusters Score -1.646452e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -16471848.000000 Penalty: 5766.834473
	Iteration 6F: 3 clusters Score -1.647185e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -16480360.000000 Penalty: 5766.834473
	Iteration 7F: 3 clusters Score -1.648036e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -16487300.000000 Penalty: 5766.834473
	Iteration 8F: 3 clusters Score -1.64873e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -16491265.000000 Penalty: 5766.834473
	Iteration 9Q: 3 clusters Score -1.649126e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16493052.000000 Penalty: 5766.834473
	Iteration 10Q: 3 clusters Score -1.649305e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16493699.000000 Penalty: 5766.834473
	Iteration 11Q: 3 clusters Score -1.64937e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16493983.000000 Penalty: 5766.834473
	Iteration 12Q: 3 clusters Score -1.649398e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16494136.000000 Penalty: 5766.834473
	Iteration 13Q: 3 clusters Score -1.649414e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16494251.000000 Penalty: 5766.834473
	Iteration 14Q: 3 clusters Score -1.649425e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16494320.000000 Penalty: 5766.834473
	Iteration 15Q: 3 clusters Score -1.649432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16494433.000000 Penalty: 5766.834473
	Iteration 16Q: 3 clusters Score -1.649443e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16494467.000000 Penalty: 5766.834473
	Iteration 17Q: 3 clusters Score -1.649447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16494471.000000 Penalty: 5766.834473
	Iteration 18Q: 3 clusters Score -1.649447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16494488.000000 Penalty: 5766.834473
	Iteration 19Q: 3 clusters Score -1.649449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16494518.000000 Penalty: 5766.834473
	Iteration 20F: 3 clusters Score -1.649452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16494527.000000 Penalty: 5766.834473
	Iteration 21Q: 3 clusters Score -1.649453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16494539.000000 Penalty: 5766.834473
	Iteration 22Q: 3 clusters Score -1.649454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -16494523.000000 Penalty: 5766.834473
	Iteration 23Q: 3 clusters Score -1.649452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16494531.000000 Penalty: 5766.834473
	Iteration 24Q: 3 clusters Score -1.649453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16494533.000000 Penalty: 5766.834473
	Iteration 25Q: 3 clusters Score -1.649453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16494547.000000 Penalty: 5766.834473
	Iteration 26Q: 3 clusters Score -1.649455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16494551.000000 Penalty: 5766.834473
	Iteration 27Q: 3 clusters Score -1.649455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16494551.000000 Penalty: 5766.834473
	Iteration 28Q: 3 clusters Score -1.649455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16494551.000000 Penalty: 5766.834473
	Iteration 29F: 3 clusters Score -1.649455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -61756.179688 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -61756.18 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 237 members 
Entering Unmasked Estep 
Score: -60270.425781 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -60270.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60424.648438 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -60424.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60465.437500 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -60465.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60491.000000 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -60491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60505.488281 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -60505.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60511.054688 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -60511.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60511.054688 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -60511.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -883664.625000 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -883664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -878234.437500 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -878234.4 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -879666.812500 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -879666.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -879984.437500 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -879984.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -880236.687500 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -880236.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -880440.812500 Penalty: 4355.422852
	Iteration 4Q: 3 clusters Score -880440.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -880603.437500 Penalty: 4355.422852
	Iteration 5Q: 3 clusters Score -880603.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -880714.000000 Penalty: 4355.422852
	Iteration 6Q: 3 clusters Score -880714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -880797.625000 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -880797.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -880875.062500 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -880875.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -880966.437500 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -880966.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -881041.437500 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -881041.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -881112.437500 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -881112.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -881162.812500 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -881162.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -881209.562500 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -881209.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -881251.750000 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -881251.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -881286.750000 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -881286.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -881323.250000 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -881323.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -881361.812500 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -881361.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -881394.750000 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -881394.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -881435.312500 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -881435.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -881474.812500 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -881474.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -881524.125000 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -881524.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -881600.937500 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -881600.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -881696.312500 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -881696.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -881786.187500 Penalty: 4355.422852
	Iteration 24Q: 3 clusters Score -881786.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -881872.187500 Penalty: 4355.422852
	Iteration 25Q: 3 clusters Score -881872.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -881949.812500 Penalty: 4355.422852
	Iteration 26Q: 3 clusters Score -881949.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -882023.562500 Penalty: 4355.422852
	Iteration 27Q: 3 clusters Score -882023.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -882092.750000 Penalty: 4355.422852
	Iteration 28Q: 3 clusters Score -882092.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -882148.687500 Penalty: 4355.422852
	Iteration 29Q: 3 clusters Score -882148.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -882189.750000 Penalty: 4355.422852
	Iteration 30Q: 3 clusters Score -882189.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -882222.187500 Penalty: 4355.422852
	Iteration 31Q: 3 clusters Score -882222.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -882247.250000 Penalty: 4355.422852
	Iteration 32Q: 3 clusters Score -882247.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -882275.625000 Penalty: 4355.422852
	Iteration 33Q: 3 clusters Score -882275.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -882294.437500 Penalty: 4355.422852
	Iteration 34Q: 3 clusters Score -882294.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -882308.312500 Penalty: 4355.422852
	Iteration 35Q: 3 clusters Score -882308.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -882313.625000 Penalty: 4355.422852
	Iteration 36Q: 3 clusters Score -882313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -882318.750000 Penalty: 4355.422852
	Iteration 37Q: 3 clusters Score -882318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -882325.062500 Penalty: 4355.422852
	Iteration 38Q: 3 clusters Score -882325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -882333.312500 Penalty: 4355.422852
	Iteration 39Q: 3 clusters Score -882333.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -882336.562500 Penalty: 4355.422852
	Iteration 40F: 3 clusters Score -882336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -882337.812500 Penalty: 4355.422852
	Iteration 41Q: 3 clusters Score -882337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -882338.562500 Penalty: 4355.422852
	Iteration 42Q: 3 clusters Score -882338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -882340.312500 Penalty: 4355.422852
	Iteration 43Q: 3 clusters Score -882340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -882342.250000 Penalty: 4355.422852
	Iteration 44Q: 3 clusters Score -882342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -882342.250000 Penalty: 4355.422852
	Iteration 45Q: 3 clusters Score -882342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -882345.000000 Penalty: 4355.422852
	Iteration 46Q: 3 clusters Score -882345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -882345.125000 Penalty: 4355.422852
	Iteration 47Q: 3 clusters Score -882345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -882345.375000 Penalty: 4355.422852
	Iteration 48Q: 3 clusters Score -882345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -882345.000000 Penalty: 4355.422852
	Iteration 49Q: 3 clusters Score -882345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -882346.375000 Penalty: 4355.422852
	Iteration 50Q: 3 clusters Score -882346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -882346.875000 Penalty: 4355.422852
	Iteration 51Q: 3 clusters Score -882346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -882349.812500 Penalty: 4355.422852
	Iteration 52Q: 3 clusters Score -882349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -882350.250000 Penalty: 4355.422852
	Iteration 53Q: 3 clusters Score -882350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -882350.875000 Penalty: 4355.422852
	Iteration 54Q: 3 clusters Score -882350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -882350.875000 Penalty: 4355.422852
	Iteration 55F: 3 clusters Score -882350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Entering Unmasked Estep 
Score: -7672512.500000 Penalty: 2693.831787
	Iteration 0F: 2 clusters Score -7672512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -7637440.500000 Penalty: 5387.663574
	Iteration 0F: 3 clusters Score -7637440 nChanged 24252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -7650905.500000 Penalty: 5387.663574
	Iteration 1F: 3 clusters Score -7650906 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -7651574.000000 Penalty: 5387.663574
	Iteration 2Q: 3 clusters Score -7651574 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7652289.000000 Penalty: 5387.663574
	Iteration 3Q: 3 clusters Score -7652289 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -7653059.000000 Penalty: 5387.663574
	Iteration 4Q: 3 clusters Score -7653059 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -7654109.500000 Penalty: 5387.663574
	Iteration 5Q: 3 clusters Score -7654110 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7655634.000000 Penalty: 5387.663574
	Iteration 6F: 3 clusters Score -7655634 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -7657569.000000 Penalty: 5387.663574
	Iteration 7F: 3 clusters Score -7657569 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7659883.000000 Penalty: 5387.663574
	Iteration 8F: 3 clusters Score -7659883 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -7662410.500000 Penalty: 5387.663574
	Iteration 9F: 3 clusters Score -7662410 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -7664669.000000 Penalty: 5387.663574
	Iteration 10F: 3 clusters Score -7664669 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7666490.000000 Penalty: 5387.663574
	Iteration 11Q: 3 clusters Score -7666490 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -7667793.000000 Penalty: 5387.663574
	Iteration 12Q: 3 clusters Score -7667793 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -7668657.000000 Penalty: 5387.663574
	Iteration 13Q: 3 clusters Score -7668657 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -7669175.500000 Penalty: 5387.663574
	Iteration 14Q: 3 clusters Score -7669176 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -7669502.500000 Penalty: 5387.663574
	Iteration 15Q: 3 clusters Score -7669502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -7669745.000000 Penalty: 5387.663574
	Iteration 16Q: 3 clusters Score -7669745 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -7669883.500000 Penalty: 5387.663574
	Iteration 17Q: 3 clusters Score -7669884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -7669988.000000 Penalty: 5387.663574
	Iteration 18Q: 3 clusters Score -7669988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -7670046.000000 Penalty: 5387.663574
	Iteration 19Q: 3 clusters Score -7670046 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -7670105.000000 Penalty: 5387.663574
	Iteration 20F: 3 clusters Score -7670105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -7670145.500000 Penalty: 5387.663574
	Iteration 21Q: 3 clusters Score -7670146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -7670173.500000 Penalty: 5387.663574
	Iteration 22Q: 3 clusters Score -7670174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -7670207.500000 Penalty: 5387.663574
	Iteration 23Q: 3 clusters Score -7670208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -7670218.500000 Penalty: 5387.663574
	Iteration 24Q: 3 clusters Score -7670218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -7670235.000000 Penalty: 5387.663574
	Iteration 25Q: 3 clusters Score -7670235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -7670261.000000 Penalty: 5387.663574
	Iteration 26Q: 3 clusters Score -7670261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7670301.000000 Penalty: 5387.663574
	Iteration 27Q: 3 clusters Score -7670301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -7670316.500000 Penalty: 5387.663574
	Iteration 28Q: 3 clusters Score -7670316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -7670339.500000 Penalty: 5387.663574
	Iteration 29Q: 3 clusters Score -7670340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -7670338.000000 Penalty: 5387.663574
	Iteration 30Q: 3 clusters Score -7670338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -7670349.000000 Penalty: 5387.663574
	Iteration 31Q: 3 clusters Score -7670349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -7670357.000000 Penalty: 5387.663574
	Iteration 32Q: 3 clusters Score -7670357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -7670369.000000 Penalty: 5387.663574
	Iteration 33Q: 3 clusters Score -7670369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -7670376.000000 Penalty: 5387.663574
	Iteration 34Q: 3 clusters Score -7670376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -7670391.000000 Penalty: 5387.663574
	Iteration 35Q: 3 clusters Score -7670391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7670398.000000 Penalty: 5387.663574
	Iteration 36Q: 3 clusters Score -7670398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -7670394.000000 Penalty: 5387.663574
	Iteration 37Q: 3 clusters Score -7670394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -7670400.500000 Penalty: 5387.663574
	Iteration 38Q: 3 clusters Score -7670400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -7670393.500000 Penalty: 5387.663574
	Iteration 39Q: 3 clusters Score -7670394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -7670400.500000 Penalty: 5387.663574
	Iteration 40F: 3 clusters Score -7670400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -7670403.500000 Penalty: 5387.663574
	Iteration 41Q: 3 clusters Score -7670404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -7670404.500000 Penalty: 5387.663574
	Iteration 42Q: 3 clusters Score -7670404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -7670409.000000 Penalty: 5387.663574
	Iteration 43Q: 3 clusters Score -7670409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -7670413.000000 Penalty: 5387.663574
	Iteration 44Q: 3 clusters Score -7670413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -7670410.000000 Penalty: 5387.663574
	Iteration 45Q: 3 clusters Score -7670410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -7670404.500000 Penalty: 5387.663574
	Iteration 46Q: 3 clusters Score -7670404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -7670408.500000 Penalty: 5387.663574
	Iteration 47Q: 3 clusters Score -7670408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -7670408.500000 Penalty: 5387.663574
	Iteration 48Q: 3 clusters Score -7670408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -7670419.000000 Penalty: 5387.663574
	Iteration 49Q: 3 clusters Score -7670419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -7670415.000000 Penalty: 5387.663574
	Iteration 50Q: 3 clusters Score -7670415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7670425.000000 Penalty: 5387.663574
	Iteration 51Q: 3 clusters Score -7670425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -7670421.000000 Penalty: 5387.663574
	Iteration 52Q: 3 clusters Score -7670421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -7670429.000000 Penalty: 5387.663574
	Iteration 53Q: 3 clusters Score -7670429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -7670427.500000 Penalty: 5387.663574
	Iteration 54Q: 3 clusters Score -7670428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -7670429.500000 Penalty: 5387.663574
	Iteration 55Q: 3 clusters Score -7670430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7670430.000000 Penalty: 5387.663574
	Iteration 56Q: 3 clusters Score -7670430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -7670429.500000 Penalty: 5387.663574
	Iteration 57Q: 3 clusters Score -7670430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -7670426.500000 Penalty: 5387.663574
	Iteration 58Q: 3 clusters Score -7670426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -7670438.500000 Penalty: 5387.663574
	Iteration 59Q: 3 clusters Score -7670438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -7670441.000000 Penalty: 5387.663574
	Iteration 60F: 3 clusters Score -7670441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -7670438.500000 Penalty: 5387.663574
	Iteration 61Q: 3 clusters Score -7670438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -7670429.000000 Penalty: 5387.663574
	Iteration 62Q: 3 clusters Score -7670429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -7670425.000000 Penalty: 5387.663574
	Iteration 63Q: 3 clusters Score -7670425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -7670423.000000 Penalty: 5387.663574
	Iteration 64Q: 3 clusters Score -7670423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -7670423.000000 Penalty: 5387.663574
	Iteration 65Q: 3 clusters Score -7670423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -7670426.000000 Penalty: 5387.663574
	Iteration 66Q: 3 clusters Score -7670426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7670424.500000 Penalty: 5387.663574
	Iteration 67Q: 3 clusters Score -7670424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7670418.000000 Penalty: 5387.663574
	Iteration 68Q: 3 clusters Score -7670418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -7670433.000000 Penalty: 5387.663574
	Iteration 69Q: 3 clusters Score -7670433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -7670440.500000 Penalty: 5387.663574
	Iteration 70Q: 3 clusters Score -7670440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -7670435.000000 Penalty: 5387.663574
	Iteration 71Q: 3 clusters Score -7670435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -7670431.000000 Penalty: 5387.663574
	Iteration 72Q: 3 clusters Score -7670431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -7670438.500000 Penalty: 5387.663574
	Iteration 73Q: 3 clusters Score -7670438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -7670438.500000 Penalty: 5387.663574
	Iteration 74F: 3 clusters Score -7670438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Entering Unmasked Estep 
Score: -4614652.000000 Penalty: 2573.962891
	Iteration 0F: 2 clusters Score -4614652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4592441.000000 Penalty: 5147.925781
	Iteration 0F: 3 clusters Score -4592441 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4600137.500000 Penalty: 5147.925781
	Iteration 1F: 3 clusters Score -4600138 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4600545.000000 Penalty: 5147.925781
	Iteration 2Q: 3 clusters Score -4600545 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4600921.500000 Penalty: 5147.925781
	Iteration 3Q: 3 clusters Score -4600922 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4601246.000000 Penalty: 5147.925781
	Iteration 4Q: 3 clusters Score -4601246 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4601539.000000 Penalty: 5147.925781
	Iteration 5Q: 3 clusters Score -4601539 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4601925.000000 Penalty: 5147.925781
	Iteration 6Q: 3 clusters Score -4601925 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4602398.000000 Penalty: 5147.925781
	Iteration 7Q: 3 clusters Score -4602398 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4603049.500000 Penalty: 5147.925781
	Iteration 8Q: 3 clusters Score -4603050 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4604047.000000 Penalty: 5147.925781
	Iteration 9F: 3 clusters Score -4604047 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4605457.500000 Penalty: 5147.925781
	Iteration 10F: 3 clusters Score -4605458 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4607158.000000 Penalty: 5147.925781
	Iteration 11F: 3 clusters Score -4607158 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4608952.500000 Penalty: 5147.925781
	Iteration 12F: 3 clusters Score -4608952 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4610490.000000 Penalty: 5147.925781
	Iteration 13F: 3 clusters Score -4610490 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4611465.000000 Penalty: 5147.925781
	Iteration 14Q: 3 clusters Score -4611465 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4611993.500000 Penalty: 5147.925781
	Iteration 15Q: 3 clusters Score -4611994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4612349.500000 Penalty: 5147.925781
	Iteration 16Q: 3 clusters Score -4612350 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4612557.000000 Penalty: 5147.925781
	Iteration 17Q: 3 clusters Score -4612557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4612701.500000 Penalty: 5147.925781
	Iteration 18Q: 3 clusters Score -4612702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4612786.500000 Penalty: 5147.925781
	Iteration 19Q: 3 clusters Score -4612786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4612831.500000 Penalty: 5147.925781
	Iteration 20F: 3 clusters Score -4612832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4612869.500000 Penalty: 5147.925781
	Iteration 21Q: 3 clusters Score -4612870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4612894.500000 Penalty: 5147.925781
	Iteration 22Q: 3 clusters Score -4612894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4612915.500000 Penalty: 5147.925781
	Iteration 23Q: 3 clusters Score -4612916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4612932.500000 Penalty: 5147.925781
	Iteration 24Q: 3 clusters Score -4612932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4612941.500000 Penalty: 5147.925781
	Iteration 25Q: 3 clusters Score -4612942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4612950.000000 Penalty: 5147.925781
	Iteration 26Q: 3 clusters Score -4612950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4612953.500000 Penalty: 5147.925781
	Iteration 27Q: 3 clusters Score -4612954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4612957.500000 Penalty: 5147.925781
	Iteration 28Q: 3 clusters Score -4612958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4612969.500000 Penalty: 5147.925781
	Iteration 29Q: 3 clusters Score -4612970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4612968.000000 Penalty: 5147.925781
	Iteration 30Q: 3 clusters Score -4612968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4612972.500000 Penalty: 5147.925781
	Iteration 31Q: 3 clusters Score -4612972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4612979.000000 Penalty: 5147.925781
	Iteration 32Q: 3 clusters Score -4612979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4612979.000000 Penalty: 5147.925781
	Iteration 33Q: 3 clusters Score -4612979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4612977.500000 Penalty: 5147.925781
	Iteration 34Q: 3 clusters Score -4612978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4612975.500000 Penalty: 5147.925781
	Iteration 35Q: 3 clusters Score -4612976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4612980.500000 Penalty: 5147.925781
	Iteration 36Q: 3 clusters Score -4612980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4612981.000000 Penalty: 5147.925781
	Iteration 37Q: 3 clusters Score -4612981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4612981.000000 Penalty: 5147.925781
	Iteration 38Q: 3 clusters Score -4612981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4612982.500000 Penalty: 5147.925781
	Iteration 39Q: 3 clusters Score -4612982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4612987.000000 Penalty: 5147.925781
	Iteration 40F: 3 clusters Score -4612987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4612989.000000 Penalty: 5147.925781
	Iteration 41Q: 3 clusters Score -4612989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4612988.000000 Penalty: 5147.925781
	Iteration 42Q: 3 clusters Score -4612988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4612990.500000 Penalty: 5147.925781
	Iteration 43Q: 3 clusters Score -4612990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4612990.500000 Penalty: 5147.925781
	Iteration 44F: 3 clusters Score -4612990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Entering Unmasked Estep 
Score: -5918016.000000 Penalty: 2628.015137
	Iteration 0F: 2 clusters Score -5918016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5890821.000000 Penalty: 5256.030273
	Iteration 0F: 3 clusters Score -5890821 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5900936.500000 Penalty: 5256.030273
	Iteration 1F: 3 clusters Score -5900936 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5901481.500000 Penalty: 5256.030273
	Iteration 2Q: 3 clusters Score -5901482 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5902075.000000 Penalty: 5256.030273
	Iteration 3Q: 3 clusters Score -5902075 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5902791.500000 Penalty: 5256.030273
	Iteration 4Q: 3 clusters Score -5902792 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5903809.000000 Penalty: 5256.030273
	Iteration 5Q: 3 clusters Score -5903809 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -5905294.500000 Penalty: 5256.030273
	Iteration 6F: 3 clusters Score -5905294 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5907425.000000 Penalty: 5256.030273
	Iteration 7F: 3 clusters Score -5907425 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -5909926.500000 Penalty: 5256.030273
	Iteration 8F: 3 clusters Score -5909926 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5912178.500000 Penalty: 5256.030273
	Iteration 9F: 3 clusters Score -5912178 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5913717.000000 Penalty: 5256.030273
	Iteration 10Q: 3 clusters Score -5913717 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5914638.500000 Penalty: 5256.030273
	Iteration 11Q: 3 clusters Score -5914638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5915097.500000 Penalty: 5256.030273
	Iteration 12Q: 3 clusters Score -5915098 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5915384.500000 Penalty: 5256.030273
	Iteration 13Q: 3 clusters Score -5915384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5915548.000000 Penalty: 5256.030273
	Iteration 14Q: 3 clusters Score -5915548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5915635.500000 Penalty: 5256.030273
	Iteration 15Q: 3 clusters Score -5915636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5915676.000000 Penalty: 5256.030273
	Iteration 16Q: 3 clusters Score -5915676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5915712.000000 Penalty: 5256.030273
	Iteration 17Q: 3 clusters Score -5915712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5915756.000000 Penalty: 5256.030273
	Iteration 18Q: 3 clusters Score -5915756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5915805.500000 Penalty: 5256.030273
	Iteration 19Q: 3 clusters Score -5915806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5915816.000000 Penalty: 5256.030273
	Iteration 20F: 3 clusters Score -5915816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5915823.500000 Penalty: 5256.030273
	Iteration 21Q: 3 clusters Score -5915824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5915835.500000 Penalty: 5256.030273
	Iteration 22Q: 3 clusters Score -5915836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5915840.500000 Penalty: 5256.030273
	Iteration 23Q: 3 clusters Score -5915840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5915851.000000 Penalty: 5256.030273
	Iteration 24Q: 3 clusters Score -5915851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5915850.000000 Penalty: 5256.030273
	Iteration 25Q: 3 clusters Score -5915850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5915853.500000 Penalty: 5256.030273
	Iteration 26Q: 3 clusters Score -5915854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -5915852.000000 Penalty: 5256.030273
	Iteration 27Q: 3 clusters Score -5915852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5915852.500000 Penalty: 5256.030273
	Iteration 28Q: 3 clusters Score -5915852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5915853.500000 Penalty: 5256.030273
	Iteration 29Q: 3 clusters Score -5915854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5915853.500000 Penalty: 5256.030273
	Iteration 30F: 3 clusters Score -5915854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1810884.250000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1810884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1801307.750000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1801308 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1804151.125000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1804151 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1804547.625000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1804548 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1804904.750000 Penalty: 4695.975586
	Iteration 3F: 3 clusters Score -1804905 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1805228.625000 Penalty: 4695.975586
	Iteration 4F: 3 clusters Score -1805229 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1805489.000000 Penalty: 4695.975586
	Iteration 5Q: 3 clusters Score -1805489 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1805714.750000 Penalty: 4695.975586
	Iteration 6Q: 3 clusters Score -1805715 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1805904.625000 Penalty: 4695.975586
	Iteration 7Q: 3 clusters Score -1805905 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1806056.000000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1806056 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1806199.625000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1806200 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1806363.625000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1806364 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1806531.875000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1806532 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1806703.250000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1806703 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1806884.375000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1806884 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1807044.125000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1807044 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1807238.000000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1807238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1807420.875000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1807421 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1807592.000000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1807592 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1807766.625000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1807767 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1807979.875000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1807980 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1808147.375000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1808147 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1808263.875000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1808264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1808352.500000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1808352 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1808424.375000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1808424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1808484.625000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1808485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1808537.500000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1808538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1808588.750000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1808589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1808631.000000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1808631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1808656.000000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1808656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1808677.875000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1808678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1808699.000000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1808699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1808713.500000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1808714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1808727.125000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1808727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1808746.375000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1808746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1808755.500000 Penalty: 4695.975586
	Iteration 34Q: 3 clusters Score -1808756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1808763.750000 Penalty: 4695.975586
	Iteration 35Q: 3 clusters Score -1808764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1808770.125000 Penalty: 4695.975586
	Iteration 36Q: 3 clusters Score -1808770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1808773.375000 Penalty: 4695.975586
	Iteration 37Q: 3 clusters Score -1808773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1808777.875000 Penalty: 4695.975586
	Iteration 38Q: 3 clusters Score -1808778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1808779.500000 Penalty: 4695.975586
	Iteration 39Q: 3 clusters Score -1808780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1808781.000000 Penalty: 4695.975586
	Iteration 40F: 3 clusters Score -1808781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1808786.750000 Penalty: 4695.975586
	Iteration 41Q: 3 clusters Score -1808787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1808788.375000 Penalty: 4695.975586
	Iteration 42Q: 3 clusters Score -1808788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1808789.000000 Penalty: 4695.975586
	Iteration 43Q: 3 clusters Score -1808789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1808789.500000 Penalty: 4695.975586
	Iteration 44Q: 3 clusters Score -1808790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1808789.500000 Penalty: 4695.975586
	Iteration 45F: 3 clusters Score -1808790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Entering Unmasked Estep 
Score: -840780.375000 Penalty: 2149.840576
	Iteration 0F: 2 clusters Score -840780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -835767.562500 Penalty: 4299.681152
	Iteration 0F: 3 clusters Score -835767.6 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -837003.000000 Penalty: 4299.681152
	Iteration 1F: 3 clusters Score -837003 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -837260.625000 Penalty: 4299.681152
	Iteration 2F: 3 clusters Score -837260.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -837440.937500 Penalty: 4299.681152
	Iteration 3F: 3 clusters Score -837440.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -837563.437500 Penalty: 4299.681152
	Iteration 4Q: 3 clusters Score -837563.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -837655.687500 Penalty: 4299.681152
	Iteration 5Q: 3 clusters Score -837655.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -837732.875000 Penalty: 4299.681152
	Iteration 6Q: 3 clusters Score -837732.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -837824.812500 Penalty: 4299.681152
	Iteration 7Q: 3 clusters Score -837824.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -837923.937500 Penalty: 4299.681152
	Iteration 8Q: 3 clusters Score -837923.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -838019.375000 Penalty: 4299.681152
	Iteration 9Q: 3 clusters Score -838019.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -838116.125000 Penalty: 4299.681152
	Iteration 10Q: 3 clusters Score -838116.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -838210.812500 Penalty: 4299.681152
	Iteration 11Q: 3 clusters Score -838210.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -838332.500000 Penalty: 4299.681152
	Iteration 12Q: 3 clusters Score -838332.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -838435.937500 Penalty: 4299.681152
	Iteration 13Q: 3 clusters Score -838435.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -838529.375000 Penalty: 4299.681152
	Iteration 14Q: 3 clusters Score -838529.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -838613.000000 Penalty: 4299.681152
	Iteration 15Q: 3 clusters Score -838613 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -838687.812500 Penalty: 4299.681152
	Iteration 16Q: 3 clusters Score -838687.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -838744.187500 Penalty: 4299.681152
	Iteration 17Q: 3 clusters Score -838744.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -838794.437500 Penalty: 4299.681152
	Iteration 18Q: 3 clusters Score -838794.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -838842.812500 Penalty: 4299.681152
	Iteration 19Q: 3 clusters Score -838842.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -838884.250000 Penalty: 4299.681152
	Iteration 20F: 3 clusters Score -838884.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -838908.375000 Penalty: 4299.681152
	Iteration 21Q: 3 clusters Score -838908.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -838929.625000 Penalty: 4299.681152
	Iteration 22Q: 3 clusters Score -838929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -838948.625000 Penalty: 4299.681152
	Iteration 23Q: 3 clusters Score -838948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -838957.812500 Penalty: 4299.681152
	Iteration 24Q: 3 clusters Score -838957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -838964.625000 Penalty: 4299.681152
	Iteration 25Q: 3 clusters Score -838964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -838971.750000 Penalty: 4299.681152
	Iteration 26Q: 3 clusters Score -838971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -838984.125000 Penalty: 4299.681152
	Iteration 27Q: 3 clusters Score -838984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -838991.625000 Penalty: 4299.681152
	Iteration 28Q: 3 clusters Score -838991.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -838999.687500 Penalty: 4299.681152
	Iteration 29Q: 3 clusters Score -838999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -839006.625000 Penalty: 4299.681152
	Iteration 30Q: 3 clusters Score -839006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -839011.750000 Penalty: 4299.681152
	Iteration 31Q: 3 clusters Score -839011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -839016.000000 Penalty: 4299.681152
	Iteration 32Q: 3 clusters Score -839016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -839020.250000 Penalty: 4299.681152
	Iteration 33Q: 3 clusters Score -839020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -839027.312500 Penalty: 4299.681152
	Iteration 34Q: 3 clusters Score -839027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -839027.437500 Penalty: 4299.681152
	Iteration 35Q: 3 clusters Score -839027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -839029.875000 Penalty: 4299.681152
	Iteration 36Q: 3 clusters Score -839029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -839029.375000 Penalty: 4299.681152
	Iteration 37Q: 3 clusters Score -839029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -839028.250000 Penalty: 4299.681152
	Iteration 38Q: 3 clusters Score -839028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -839028.250000 Penalty: 4299.681152
	Iteration 39F: 3 clusters Score -839028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Entering Unmasked Estep 
Score: -3132293.750000 Penalty: 2486.276123
	Iteration 0F: 2 clusters Score -3132294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3116509.000000 Penalty: 4972.552246
	Iteration 0F: 3 clusters Score -3116509 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3121882.250000 Penalty: 4972.552246
	Iteration 1F: 3 clusters Score -3121882 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3122412.500000 Penalty: 4972.552246
	Iteration 2F: 3 clusters Score -3122412 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3122888.500000 Penalty: 4972.552246
	Iteration 3F: 3 clusters Score -3122888 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3123420.500000 Penalty: 4972.552246
	Iteration 4F: 3 clusters Score -3123420 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3124047.250000 Penalty: 4972.552246
	Iteration 5F: 3 clusters Score -3124047 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3124810.000000 Penalty: 4972.552246
	Iteration 6F: 3 clusters Score -3124810 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3125778.250000 Penalty: 4972.552246
	Iteration 7F: 3 clusters Score -3125778 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3126904.750000 Penalty: 4972.552246
	Iteration 8F: 3 clusters Score -3126905 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3127986.500000 Penalty: 4972.552246
	Iteration 9F: 3 clusters Score -3127986 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3128867.500000 Penalty: 4972.552246
	Iteration 10Q: 3 clusters Score -3128868 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3129527.250000 Penalty: 4972.552246
	Iteration 11Q: 3 clusters Score -3129527 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3129945.750000 Penalty: 4972.552246
	Iteration 12Q: 3 clusters Score -3129946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3130155.000000 Penalty: 4972.552246
	Iteration 13Q: 3 clusters Score -3130155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3130274.000000 Penalty: 4972.552246
	Iteration 14Q: 3 clusters Score -3130274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3130356.250000 Penalty: 4972.552246
	Iteration 15Q: 3 clusters Score -3130356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3130379.000000 Penalty: 4972.552246
	Iteration 16Q: 3 clusters Score -3130379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3130403.750000 Penalty: 4972.552246
	Iteration 17Q: 3 clusters Score -3130404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3130422.750000 Penalty: 4972.552246
	Iteration 18Q: 3 clusters Score -3130423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3130430.250000 Penalty: 4972.552246
	Iteration 19Q: 3 clusters Score -3130430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3130436.500000 Penalty: 4972.552246
	Iteration 20F: 3 clusters Score -3130436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3130437.000000 Penalty: 4972.552246
	Iteration 21Q: 3 clusters Score -3130437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3130439.250000 Penalty: 4972.552246
	Iteration 22Q: 3 clusters Score -3130439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3130442.750000 Penalty: 4972.552246
	Iteration 23Q: 3 clusters Score -3130443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3130440.250000 Penalty: 4972.552246
	Iteration 24Q: 3 clusters Score -3130440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3130445.500000 Penalty: 4972.552246
	Iteration 25Q: 3 clusters Score -3130446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3130446.500000 Penalty: 4972.552246
	Iteration 26Q: 3 clusters Score -3130446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3130451.250000 Penalty: 4972.552246
	Iteration 27Q: 3 clusters Score -3130451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3130453.750000 Penalty: 4972.552246
	Iteration 28Q: 3 clusters Score -3130454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3130453.250000 Penalty: 4972.552246
	Iteration 29Q: 3 clusters Score -3130453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3130457.000000 Penalty: 4972.552246
	Iteration 30Q: 3 clusters Score -3130457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3130458.000000 Penalty: 4972.552246
	Iteration 31Q: 3 clusters Score -3130458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3130458.000000 Penalty: 4972.552246
	Iteration 32F: 3 clusters Score -3130458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -337383.843750 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -337383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -334513.718750 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -334513.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -335064.437500 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -335064.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -335199.656250 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -335199.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -335281.156250 Penalty: 3878.539551
	Iteration 3Q: 3 clusters Score -335281.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -335330.656250 Penalty: 3878.539551
	Iteration 4Q: 3 clusters Score -335330.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -335371.093750 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -335371.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -335410.406250 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -335410.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -335442.187500 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -335442.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -335471.281250 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -335471.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -335504.906250 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -335504.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -335531.062500 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -335531.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -335558.625000 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -335558.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -335594.875000 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -335594.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -335620.437500 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -335620.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -335645.093750 Penalty: 3878.539551
	Iteration 14Q: 3 clusters Score -335645.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -335660.187500 Penalty: 3878.539551
	Iteration 15Q: 3 clusters Score -335660.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -335682.656250 Penalty: 3878.539551
	Iteration 16Q: 3 clusters Score -335682.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -335712.156250 Penalty: 3878.539551
	Iteration 17Q: 3 clusters Score -335712.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -335736.687500 Penalty: 3878.539551
	Iteration 18Q: 3 clusters Score -335736.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -335761.093750 Penalty: 3878.539551
	Iteration 19Q: 3 clusters Score -335761.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -335783.968750 Penalty: 3878.539551
	Iteration 20F: 3 clusters Score -335784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -335805.781250 Penalty: 3878.539551
	Iteration 21Q: 3 clusters Score -335805.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -335830.406250 Penalty: 3878.539551
	Iteration 22Q: 3 clusters Score -335830.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -335861.375000 Penalty: 3878.539551
	Iteration 23Q: 3 clusters Score -335861.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -335896.625000 Penalty: 3878.539551
	Iteration 24Q: 3 clusters Score -335896.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -335920.375000 Penalty: 3878.539551
	Iteration 25Q: 3 clusters Score -335920.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -335943.000000 Penalty: 3878.539551
	Iteration 26Q: 3 clusters Score -335943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -335976.343750 Penalty: 3878.539551
	Iteration 27Q: 3 clusters Score -335976.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -335999.062500 Penalty: 3878.539551
	Iteration 28Q: 3 clusters Score -335999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -336018.406250 Penalty: 3878.539551
	Iteration 29Q: 3 clusters Score -336018.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -336048.843750 Penalty: 3878.539551
	Iteration 30Q: 3 clusters Score -336048.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -336084.343750 Penalty: 3878.539551
	Iteration 31Q: 3 clusters Score -336084.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -336124.250000 Penalty: 3878.539551
	Iteration 32Q: 3 clusters Score -336124.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -336168.531250 Penalty: 3878.539551
	Iteration 33Q: 3 clusters Score -336168.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -336221.281250 Penalty: 3878.539551
	Iteration 34Q: 3 clusters Score -336221.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -336257.500000 Penalty: 3878.539551
	Iteration 35Q: 3 clusters Score -336257.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -336276.968750 Penalty: 3878.539551
	Iteration 36Q: 3 clusters Score -336277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -336290.187500 Penalty: 3878.539551
	Iteration 37Q: 3 clusters Score -336290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -336301.875000 Penalty: 3878.539551
	Iteration 38Q: 3 clusters Score -336301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -336314.500000 Penalty: 3878.539551
	Iteration 39Q: 3 clusters Score -336314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -336324.875000 Penalty: 3878.539551
	Iteration 40F: 3 clusters Score -336324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -336339.000000 Penalty: 3878.539551
	Iteration 41Q: 3 clusters Score -336339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -336351.031250 Penalty: 3878.539551
	Iteration 42Q: 3 clusters Score -336351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -336363.500000 Penalty: 3878.539551
	Iteration 43Q: 3 clusters Score -336363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -336377.312500 Penalty: 3878.539551
	Iteration 44Q: 3 clusters Score -336377.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -336395.000000 Penalty: 3878.539551
	Iteration 45Q: 3 clusters Score -336395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -336428.937500 Penalty: 3878.539551
	Iteration 46Q: 3 clusters Score -336428.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -336460.218750 Penalty: 3878.539551
	Iteration 47Q: 3 clusters Score -336460.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -336476.781250 Penalty: 3878.539551
	Iteration 48Q: 3 clusters Score -336476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -336483.125000 Penalty: 3878.539551
	Iteration 49Q: 3 clusters Score -336483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -336488.375000 Penalty: 3878.539551
	Iteration 50Q: 3 clusters Score -336488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -336493.093750 Penalty: 3878.539551
	Iteration 51Q: 3 clusters Score -336493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -336501.062500 Penalty: 3878.539551
	Iteration 52Q: 3 clusters Score -336501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -336505.281250 Penalty: 3878.539551
	Iteration 53Q: 3 clusters Score -336505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -336508.843750 Penalty: 3878.539551
	Iteration 54Q: 3 clusters Score -336508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -336511.562500 Penalty: 3878.539551
	Iteration 55Q: 3 clusters Score -336511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -336511.468750 Penalty: 3878.539551
	Iteration 56Q: 3 clusters Score -336511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -336512.468750 Penalty: 3878.539551
	Iteration 57Q: 3 clusters Score -336512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -336513.437500 Penalty: 3878.539551
	Iteration 58Q: 3 clusters Score -336513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336513.250000 Penalty: 3878.539551
	Iteration 59Q: 3 clusters Score -336513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336513.250000 Penalty: 3878.539551
	Iteration 60F: 3 clusters Score -336513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1480494.000000 Penalty: 2321.421143
	Iteration 0F: 2 clusters Score -1480494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1471800.000000 Penalty: 4642.842285
	Iteration 0F: 3 clusters Score -1471800 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1474596.125000 Penalty: 4642.842285
	Iteration 1F: 3 clusters Score -1474596 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1475156.250000 Penalty: 4642.842285
	Iteration 2F: 3 clusters Score -1475156 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1475683.625000 Penalty: 4642.842285
	Iteration 3F: 3 clusters Score -1475684 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1476192.125000 Penalty: 4642.842285
	Iteration 4F: 3 clusters Score -1476192 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1476626.250000 Penalty: 4642.842285
	Iteration 5F: 3 clusters Score -1476626 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1477005.375000 Penalty: 4642.842285
	Iteration 6Q: 3 clusters Score -1477005 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1477318.625000 Penalty: 4642.842285
	Iteration 7Q: 3 clusters Score -1477319 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1477574.750000 Penalty: 4642.842285
	Iteration 8Q: 3 clusters Score -1477575 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1477820.375000 Penalty: 4642.842285
	Iteration 9Q: 3 clusters Score -1477820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1478021.000000 Penalty: 4642.842285
	Iteration 10Q: 3 clusters Score -1478021 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1478183.125000 Penalty: 4642.842285
	Iteration 11Q: 3 clusters Score -1478183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1478317.375000 Penalty: 4642.842285
	Iteration 12Q: 3 clusters Score -1478317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1478435.500000 Penalty: 4642.842285
	Iteration 13Q: 3 clusters Score -1478436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1478523.125000 Penalty: 4642.842285
	Iteration 14Q: 3 clusters Score -1478523 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1478593.750000 Penalty: 4642.842285
	Iteration 15Q: 3 clusters Score -1478594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1478653.000000 Penalty: 4642.842285
	Iteration 16Q: 3 clusters Score -1478653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1478699.750000 Penalty: 4642.842285
	Iteration 17Q: 3 clusters Score -1478700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1478727.875000 Penalty: 4642.842285
	Iteration 18Q: 3 clusters Score -1478728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1478752.000000 Penalty: 4642.842285
	Iteration 19Q: 3 clusters Score -1478752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1478769.500000 Penalty: 4642.842285
	Iteration 20F: 3 clusters Score -1478770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1478782.250000 Penalty: 4642.842285
	Iteration 21Q: 3 clusters Score -1478782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1478790.750000 Penalty: 4642.842285
	Iteration 22Q: 3 clusters Score -1478791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1478801.625000 Penalty: 4642.842285
	Iteration 23Q: 3 clusters Score -1478802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1478814.125000 Penalty: 4642.842285
	Iteration 24Q: 3 clusters Score -1478814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1478821.500000 Penalty: 4642.842285
	Iteration 25Q: 3 clusters Score -1478822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1478832.000000 Penalty: 4642.842285
	Iteration 26Q: 3 clusters Score -1478832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1478835.500000 Penalty: 4642.842285
	Iteration 27Q: 3 clusters Score -1478836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1478833.625000 Penalty: 4642.842285
	Iteration 28Q: 3 clusters Score -1478834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1478839.750000 Penalty: 4642.842285
	Iteration 29Q: 3 clusters Score -1478840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1478840.250000 Penalty: 4642.842285
	Iteration 30Q: 3 clusters Score -1478840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1478843.625000 Penalty: 4642.842285
	Iteration 31Q: 3 clusters Score -1478844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1478843.000000 Penalty: 4642.842285
	Iteration 32Q: 3 clusters Score -1478843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1478842.750000 Penalty: 4642.842285
	Iteration 33Q: 3 clusters Score -1478843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1478844.625000 Penalty: 4642.842285
	Iteration 34Q: 3 clusters Score -1478845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1478846.500000 Penalty: 4642.842285
	Iteration 35Q: 3 clusters Score -1478846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1478848.000000 Penalty: 4642.842285
	Iteration 36Q: 3 clusters Score -1478848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1478846.375000 Penalty: 4642.842285
	Iteration 37Q: 3 clusters Score -1478846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1478847.875000 Penalty: 4642.842285
	Iteration 38Q: 3 clusters Score -1478848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1478847.250000 Penalty: 4642.842285
	Iteration 39Q: 3 clusters Score -1478847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1478847.250000 Penalty: 4642.842285
	Iteration 40F: 3 clusters Score -1478847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Entering Unmasked Estep 
Score: -1474033.750000 Penalty: 2305.900391
	Iteration 0F: 2 clusters Score -1474034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1465792.875000 Penalty: 4611.800781
	Iteration 0F: 3 clusters Score -1465793 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1468255.500000 Penalty: 4611.800781
	Iteration 1F: 3 clusters Score -1468256 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1468548.875000 Penalty: 4611.800781
	Iteration 2F: 3 clusters Score -1468549 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1468744.625000 Penalty: 4611.800781
	Iteration 3Q: 3 clusters Score -1468745 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1468899.125000 Penalty: 4611.800781
	Iteration 4Q: 3 clusters Score -1468899 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1469035.500000 Penalty: 4611.800781
	Iteration 5Q: 3 clusters Score -1469036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1469194.125000 Penalty: 4611.800781
	Iteration 6Q: 3 clusters Score -1469194 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1469400.750000 Penalty: 4611.800781
	Iteration 7Q: 3 clusters Score -1469401 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1469622.125000 Penalty: 4611.800781
	Iteration 8Q: 3 clusters Score -1469622 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1469878.000000 Penalty: 4611.800781
	Iteration 9Q: 3 clusters Score -1469878 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1470164.875000 Penalty: 4611.800781
	Iteration 10Q: 3 clusters Score -1470165 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1470440.250000 Penalty: 4611.800781
	Iteration 11Q: 3 clusters Score -1470440 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1470682.625000 Penalty: 4611.800781
	Iteration 12Q: 3 clusters Score -1470683 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1470875.125000 Penalty: 4611.800781
	Iteration 13Q: 3 clusters Score -1470875 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1471010.000000 Penalty: 4611.800781
	Iteration 14Q: 3 clusters Score -1471010 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1471127.500000 Penalty: 4611.800781
	Iteration 15Q: 3 clusters Score -1471128 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1471221.250000 Penalty: 4611.800781
	Iteration 16Q: 3 clusters Score -1471221 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1471309.000000 Penalty: 4611.800781
	Iteration 17Q: 3 clusters Score -1471309 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1471378.500000 Penalty: 4611.800781
	Iteration 18Q: 3 clusters Score -1471378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1471428.000000 Penalty: 4611.800781
	Iteration 19Q: 3 clusters Score -1471428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1471461.750000 Penalty: 4611.800781
	Iteration 20F: 3 clusters Score -1471462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1471499.750000 Penalty: 4611.800781
	Iteration 21Q: 3 clusters Score -1471500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1471527.625000 Penalty: 4611.800781
	Iteration 22Q: 3 clusters Score -1471528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1471547.500000 Penalty: 4611.800781
	Iteration 23Q: 3 clusters Score -1471548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1471577.125000 Penalty: 4611.800781
	Iteration 24Q: 3 clusters Score -1471577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1471592.125000 Penalty: 4611.800781
	Iteration 25Q: 3 clusters Score -1471592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1471616.875000 Penalty: 4611.800781
	Iteration 26Q: 3 clusters Score -1471617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1471634.125000 Penalty: 4611.800781
	Iteration 27Q: 3 clusters Score -1471634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1471654.125000 Penalty: 4611.800781
	Iteration 28Q: 3 clusters Score -1471654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1471675.000000 Penalty: 4611.800781
	Iteration 29Q: 3 clusters Score -1471675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1471694.500000 Penalty: 4611.800781
	Iteration 30Q: 3 clusters Score -1471694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1471710.000000 Penalty: 4611.800781
	Iteration 31Q: 3 clusters Score -1471710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1471724.375000 Penalty: 4611.800781
	Iteration 32Q: 3 clusters Score -1471724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1471749.500000 Penalty: 4611.800781
	Iteration 33Q: 3 clusters Score -1471750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1471766.000000 Penalty: 4611.800781
	Iteration 34Q: 3 clusters Score -1471766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1471794.375000 Penalty: 4611.800781
	Iteration 35Q: 3 clusters Score -1471794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1471824.500000 Penalty: 4611.800781
	Iteration 36Q: 3 clusters Score -1471824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1471847.875000 Penalty: 4611.800781
	Iteration 37Q: 3 clusters Score -1471848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1471863.500000 Penalty: 4611.800781
	Iteration 38Q: 3 clusters Score -1471864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1471877.750000 Penalty: 4611.800781
	Iteration 39Q: 3 clusters Score -1471878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1471890.500000 Penalty: 4611.800781
	Iteration 40F: 3 clusters Score -1471890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1471906.625000 Penalty: 4611.800781
	Iteration 41Q: 3 clusters Score -1471907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1471918.625000 Penalty: 4611.800781
	Iteration 42Q: 3 clusters Score -1471919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1471923.500000 Penalty: 4611.800781
	Iteration 43Q: 3 clusters Score -1471924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1471933.375000 Penalty: 4611.800781
	Iteration 44Q: 3 clusters Score -1471933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1471938.875000 Penalty: 4611.800781
	Iteration 45Q: 3 clusters Score -1471939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1471945.750000 Penalty: 4611.800781
	Iteration 46Q: 3 clusters Score -1471946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1471945.750000 Penalty: 4611.800781
	Iteration 47Q: 3 clusters Score -1471946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1471950.250000 Penalty: 4611.800781
	Iteration 48Q: 3 clusters Score -1471950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1471950.625000 Penalty: 4611.800781
	Iteration 49Q: 3 clusters Score -1471951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1471959.500000 Penalty: 4611.800781
	Iteration 50Q: 3 clusters Score -1471960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1471964.625000 Penalty: 4611.800781
	Iteration 51Q: 3 clusters Score -1471965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1471969.000000 Penalty: 4611.800781
	Iteration 52Q: 3 clusters Score -1471969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1471973.875000 Penalty: 4611.800781
	Iteration 53Q: 3 clusters Score -1471974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1471980.875000 Penalty: 4611.800781
	Iteration 54Q: 3 clusters Score -1471981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1471980.875000 Penalty: 4611.800781
	Iteration 55Q: 3 clusters Score -1471981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1471985.000000 Penalty: 4611.800781
	Iteration 56Q: 3 clusters Score -1471985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1471987.125000 Penalty: 4611.800781
	Iteration 57Q: 3 clusters Score -1471987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1471987.125000 Penalty: 4611.800781
	Iteration 58Q: 3 clusters Score -1471987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1471986.375000 Penalty: 4611.800781
	Iteration 59Q: 3 clusters Score -1471986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1471987.250000 Penalty: 4611.800781
	Iteration 60F: 3 clusters Score -1471987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -640419.875000 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -640419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -636172.187500 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -636172.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -637220.000000 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -637220 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -637595.250000 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -637595.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -637857.437500 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -637857.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -638055.312500 Penalty: 4176.876953
	Iteration 4F: 3 clusters Score -638055.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -638226.875000 Penalty: 4176.876953
	Iteration 5F: 3 clusters Score -638226.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -638375.812500 Penalty: 4176.876953
	Iteration 6Q: 3 clusters Score -638375.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -638508.687500 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -638508.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -638629.000000 Penalty: 4176.876953
	Iteration 8Q: 3 clusters Score -638629 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -638728.000000 Penalty: 4176.876953
	Iteration 9Q: 3 clusters Score -638728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -638805.062500 Penalty: 4176.876953
	Iteration 10Q: 3 clusters Score -638805.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -638865.687500 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -638865.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -638911.375000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -638911.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -638943.937500 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -638943.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -638967.875000 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -638967.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -638980.750000 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -638980.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -638996.875000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -638996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -639011.625000 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -639011.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -639025.375000 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -639025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -639042.875000 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -639042.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -639063.687500 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -639063.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -639082.125000 Penalty: 4176.876953
	Iteration 21Q: 3 clusters Score -639082.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -639098.250000 Penalty: 4176.876953
	Iteration 22Q: 3 clusters Score -639098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -639108.437500 Penalty: 4176.876953
	Iteration 23Q: 3 clusters Score -639108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -639117.562500 Penalty: 4176.876953
	Iteration 24Q: 3 clusters Score -639117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -639126.187500 Penalty: 4176.876953
	Iteration 25Q: 3 clusters Score -639126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -639132.875000 Penalty: 4176.876953
	Iteration 26Q: 3 clusters Score -639132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -639139.750000 Penalty: 4176.876953
	Iteration 27Q: 3 clusters Score -639139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -639145.187500 Penalty: 4176.876953
	Iteration 28Q: 3 clusters Score -639145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -639152.937500 Penalty: 4176.876953
	Iteration 29Q: 3 clusters Score -639152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -639158.062500 Penalty: 4176.876953
	Iteration 30Q: 3 clusters Score -639158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -639162.312500 Penalty: 4176.876953
	Iteration 31Q: 3 clusters Score -639162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -639162.500000 Penalty: 4176.876953
	Iteration 32Q: 3 clusters Score -639162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -639162.500000 Penalty: 4176.876953
	Iteration 33F: 3 clusters Score -639162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Entering Unmasked Estep 
Score: -3338211.500000 Penalty: 2488.603271
	Iteration 0F: 2 clusters Score -3338212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3322294.500000 Penalty: 4977.206543
	Iteration 0F: 3 clusters Score -3322294 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3327840.000000 Penalty: 4977.206543
	Iteration 1F: 3 clusters Score -3327840 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3328337.750000 Penalty: 4977.206543
	Iteration 2F: 3 clusters Score -3328338 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3328801.000000 Penalty: 4977.206543
	Iteration 3Q: 3 clusters Score -3328801 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3329372.500000 Penalty: 4977.206543
	Iteration 4Q: 3 clusters Score -3329372 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3330050.750000 Penalty: 4977.206543
	Iteration 5Q: 3 clusters Score -3330051 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3330803.500000 Penalty: 4977.206543
	Iteration 6Q: 3 clusters Score -3330804 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3331608.250000 Penalty: 4977.206543
	Iteration 7F: 3 clusters Score -3331608 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3332390.000000 Penalty: 4977.206543
	Iteration 8Q: 3 clusters Score -3332390 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3333124.500000 Penalty: 4977.206543
	Iteration 9Q: 3 clusters Score -3333124 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3333727.750000 Penalty: 4977.206543
	Iteration 10Q: 3 clusters Score -3333728 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3334212.000000 Penalty: 4977.206543
	Iteration 11Q: 3 clusters Score -3334212 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3334543.500000 Penalty: 4977.206543
	Iteration 12Q: 3 clusters Score -3334544 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3334848.750000 Penalty: 4977.206543
	Iteration 13Q: 3 clusters Score -3334849 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3335063.500000 Penalty: 4977.206543
	Iteration 14Q: 3 clusters Score -3335064 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3335224.250000 Penalty: 4977.206543
	Iteration 15Q: 3 clusters Score -3335224 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3335359.500000 Penalty: 4977.206543
	Iteration 16Q: 3 clusters Score -3335360 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3335489.500000 Penalty: 4977.206543
	Iteration 17Q: 3 clusters Score -3335490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3335584.250000 Penalty: 4977.206543
	Iteration 18Q: 3 clusters Score -3335584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3335664.250000 Penalty: 4977.206543
	Iteration 19Q: 3 clusters Score -3335664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3335732.500000 Penalty: 4977.206543
	Iteration 20F: 3 clusters Score -3335732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3335809.750000 Penalty: 4977.206543
	Iteration 21Q: 3 clusters Score -3335810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3335864.750000 Penalty: 4977.206543
	Iteration 22Q: 3 clusters Score -3335865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3335901.750000 Penalty: 4977.206543
	Iteration 23Q: 3 clusters Score -3335902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3335932.750000 Penalty: 4977.206543
	Iteration 24Q: 3 clusters Score -3335933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3335963.750000 Penalty: 4977.206543
	Iteration 25Q: 3 clusters Score -3335964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3335989.250000 Penalty: 4977.206543
	Iteration 26Q: 3 clusters Score -3335989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3336022.500000 Penalty: 4977.206543
	Iteration 27Q: 3 clusters Score -3336022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3336057.500000 Penalty: 4977.206543
	Iteration 28Q: 3 clusters Score -3336058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3336072.250000 Penalty: 4977.206543
	Iteration 29Q: 3 clusters Score -3336072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3336086.750000 Penalty: 4977.206543
	Iteration 30Q: 3 clusters Score -3336087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3336097.000000 Penalty: 4977.206543
	Iteration 31Q: 3 clusters Score -3336097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3336102.250000 Penalty: 4977.206543
	Iteration 32Q: 3 clusters Score -3336102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3336106.500000 Penalty: 4977.206543
	Iteration 33Q: 3 clusters Score -3336106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3336112.250000 Penalty: 4977.206543
	Iteration 34Q: 3 clusters Score -3336112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3336113.000000 Penalty: 4977.206543
	Iteration 35Q: 3 clusters Score -3336113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3336120.000000 Penalty: 4977.206543
	Iteration 36Q: 3 clusters Score -3336120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3336125.500000 Penalty: 4977.206543
	Iteration 37Q: 3 clusters Score -3336126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3336128.750000 Penalty: 4977.206543
	Iteration 38Q: 3 clusters Score -3336129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3336132.500000 Penalty: 4977.206543
	Iteration 39Q: 3 clusters Score -3336132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3336132.500000 Penalty: 4977.206543
	Iteration 40F: 3 clusters Score -3336132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3336133.000000 Penalty: 4977.206543
	Iteration 41Q: 3 clusters Score -3336133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3336138.250000 Penalty: 4977.206543
	Iteration 42Q: 3 clusters Score -3336138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3336136.750000 Penalty: 4977.206543
	Iteration 43Q: 3 clusters Score -3336137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3336135.000000 Penalty: 4977.206543
	Iteration 44Q: 3 clusters Score -3336135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3336135.000000 Penalty: 4977.206543
	Iteration 45F: 3 clusters Score -3336135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -120246.804688 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -120246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118454.921875 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -118454.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119062.953125 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -119063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119485.406250 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -119485.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119853.656250 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -119853.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120295.242188 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -120295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120432.781250 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -120432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120463.406250 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -120463.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120487.757812 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -120487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120502.484375 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -120502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120512.414062 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -120512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120514.640625 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -120514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120520.601562 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -120520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120527.765625 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -120527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120532.515625 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -120532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120532.515625 Penalty: 3390.784668
	Iteration 14F: 3 clusters Score -120532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 139874 members 
Mstep: Class 5 contains 43114 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 52614 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 11 contains 112048 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 52168 members 
Mstep: Class 15 contains 32173 members 
Mstep: Class 16 contains 40008 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22591 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10916 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 158738 members 
Mstep: Class 27 contains 33119 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 498 members 
Entering Unmasked Estep 
Score: -128940928.000000 Penalty: 108851.484375
Splitting cluster 25 changes total score from -128941984.000000 to -128940928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (158738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Entering Unmasked Estep 
Score: -23258778.000000 Penalty: 2969.802490
	Iteration 0F: 2 clusters Score -2.325878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -23159566.000000 Penalty: 5939.604980
	Iteration 0F: 3 clusters Score -2.315957e+07 nChanged 75941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2.320275e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -23203460.000000 Penalty: 5939.604980
	Iteration 2Q: 3 clusters Score -2.320346e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -23204550.000000 Penalty: 5939.604980
	Iteration 3Q: 3 clusters Score -2.320455e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -23206190.000000 Penalty: 5939.604980
	Iteration 4Q: 3 clusters Score -2.320619e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -23208882.000000 Penalty: 5939.604980
	Iteration 5Q: 3 clusters Score -2.320888e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -23213434.000000 Penalty: 5939.604980
	Iteration 6Q: 3 clusters Score -2.321343e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -23220348.000000 Penalty: 5939.604980
	Iteration 7F: 3 clusters Score -2.322035e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -23229068.000000 Penalty: 5939.604980
	Iteration 8F: 3 clusters Score -2.322907e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -23236456.000000 Penalty: 5939.604980
	Iteration 9F: 3 clusters Score -2.323646e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -23241148.000000 Penalty: 5939.604980
	Iteration 10F: 3 clusters Score -2.324115e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -23243488.000000 Penalty: 5939.604980
	Iteration 11Q: 3 clusters Score -2.324349e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -23244876.000000 Penalty: 5939.604980
	Iteration 12Q: 3 clusters Score -2.324488e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125327 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -23245526.000000 Penalty: 5939.604980
	Iteration 13Q: 3 clusters Score -2.324553e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126303 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -23245990.000000 Penalty: 5939.604980
	Iteration 14Q: 3 clusters Score -2.324599e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -23246334.000000 Penalty: 5939.604980
	Iteration 15Q: 3 clusters Score -2.324633e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -23246660.000000 Penalty: 5939.604980
	Iteration 16Q: 3 clusters Score -2.324666e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128790 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -23247014.000000 Penalty: 5939.604980
	Iteration 17Q: 3 clusters Score -2.324701e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129504 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -23247278.000000 Penalty: 5939.604980
	Iteration 18Q: 3 clusters Score -2.324728e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -23247502.000000 Penalty: 5939.604980
	Iteration 19Q: 3 clusters Score -2.32475e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130821 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -23247732.000000 Penalty: 5939.604980
	Iteration 20F: 3 clusters Score -2.324773e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -23247952.000000 Penalty: 5939.604980
	Iteration 21Q: 3 clusters Score -2.324795e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -23248128.000000 Penalty: 5939.604980
	Iteration 22Q: 3 clusters Score -2.324813e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -23248194.000000 Penalty: 5939.604980
	Iteration 23Q: 3 clusters Score -2.324819e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -23248382.000000 Penalty: 5939.604980
	Iteration 24Q: 3 clusters Score -2.324838e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -23248624.000000 Penalty: 5939.604980
	Iteration 25Q: 3 clusters Score -2.324862e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -23248932.000000 Penalty: 5939.604980
	Iteration 26Q: 3 clusters Score -2.324893e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135233 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -23249094.000000 Penalty: 5939.604980
	Iteration 27Q: 3 clusters Score -2.324909e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -23249220.000000 Penalty: 5939.604980
	Iteration 28Q: 3 clusters Score -2.324922e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -23249302.000000 Penalty: 5939.604980
	Iteration 29Q: 3 clusters Score -2.32493e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -23249476.000000 Penalty: 5939.604980
	Iteration 30Q: 3 clusters Score -2.324948e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137818 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -23249640.000000 Penalty: 5939.604980
	Iteration 31Q: 3 clusters Score -2.324964e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -23249792.000000 Penalty: 5939.604980
	Iteration 32Q: 3 clusters Score -2.324979e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -23249922.000000 Penalty: 5939.604980
	Iteration 33Q: 3 clusters Score -2.324992e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -23250112.000000 Penalty: 5939.604980
	Iteration 34Q: 3 clusters Score -2.325011e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -23250264.000000 Penalty: 5939.604980
	Iteration 35Q: 3 clusters Score -2.325026e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -23250494.000000 Penalty: 5939.604980
	Iteration 36Q: 3 clusters Score -2.325049e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141195 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -23250686.000000 Penalty: 5939.604980
	Iteration 37Q: 3 clusters Score -2.325069e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -23250892.000000 Penalty: 5939.604980
	Iteration 38Q: 3 clusters Score -2.325089e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -23251078.000000 Penalty: 5939.604980
	Iteration 39Q: 3 clusters Score -2.325108e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142829 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -23251244.000000 Penalty: 5939.604980
	Iteration 40F: 3 clusters Score -2.325124e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -23251328.000000 Penalty: 5939.604980
	Iteration 41Q: 3 clusters Score -2.325133e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -23251470.000000 Penalty: 5939.604980
	Iteration 42Q: 3 clusters Score -2.325147e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -23251652.000000 Penalty: 5939.604980
	Iteration 43Q: 3 clusters Score -2.325165e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -23251752.000000 Penalty: 5939.604980
	Iteration 44Q: 3 clusters Score -2.325175e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145195 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -23251898.000000 Penalty: 5939.604980
	Iteration 45Q: 3 clusters Score -2.32519e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -23251990.000000 Penalty: 5939.604980
	Iteration 46Q: 3 clusters Score -2.325199e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146027 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -23252088.000000 Penalty: 5939.604980
	Iteration 47Q: 3 clusters Score -2.325209e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -23252172.000000 Penalty: 5939.604980
	Iteration 48Q: 3 clusters Score -2.325217e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146789 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -23252270.000000 Penalty: 5939.604980
	Iteration 49Q: 3 clusters Score -2.325227e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147150 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -23252412.000000 Penalty: 5939.604980
	Iteration 50Q: 3 clusters Score -2.325241e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147473 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -23252526.000000 Penalty: 5939.604980
	Iteration 51Q: 3 clusters Score -2.325253e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -23252594.000000 Penalty: 5939.604980
	Iteration 52Q: 3 clusters Score -2.325259e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -23252680.000000 Penalty: 5939.604980
	Iteration 53Q: 3 clusters Score -2.325268e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148445 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -23252836.000000 Penalty: 5939.604980
	Iteration 54Q: 3 clusters Score -2.325284e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -23252958.000000 Penalty: 5939.604980
	Iteration 55Q: 3 clusters Score -2.325296e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -23253118.000000 Penalty: 5939.604980
	Iteration 56Q: 3 clusters Score -2.325312e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -23253286.000000 Penalty: 5939.604980
	Iteration 57Q: 3 clusters Score -2.325329e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -23253360.000000 Penalty: 5939.604980
	Iteration 58Q: 3 clusters Score -2.325336e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149950 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -23253524.000000 Penalty: 5939.604980
	Iteration 59Q: 3 clusters Score -2.325352e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -23253622.000000 Penalty: 5939.604980
	Iteration 60F: 3 clusters Score -2.325362e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -23253692.000000 Penalty: 5939.604980
	Iteration 61Q: 3 clusters Score -2.325369e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -23253864.000000 Penalty: 5939.604980
	Iteration 62Q: 3 clusters Score -2.325386e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -23253952.000000 Penalty: 5939.604980
	Iteration 63Q: 3 clusters Score -2.325395e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151380 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -23254086.000000 Penalty: 5939.604980
	Iteration 64Q: 3 clusters Score -2.325409e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -23254182.000000 Penalty: 5939.604980
	Iteration 65Q: 3 clusters Score -2.325418e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -23254258.000000 Penalty: 5939.604980
	Iteration 66Q: 3 clusters Score -2.325426e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -23254374.000000 Penalty: 5939.604980
	Iteration 67Q: 3 clusters Score -2.325437e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -23254450.000000 Penalty: 5939.604980
	Iteration 68Q: 3 clusters Score -2.325445e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -23254526.000000 Penalty: 5939.604980
	Iteration 69Q: 3 clusters Score -2.325453e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -23254606.000000 Penalty: 5939.604980
	Iteration 70Q: 3 clusters Score -2.325461e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -23254660.000000 Penalty: 5939.604980
	Iteration 71Q: 3 clusters Score -2.325466e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -23254712.000000 Penalty: 5939.604980
	Iteration 72Q: 3 clusters Score -2.325471e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -23254780.000000 Penalty: 5939.604980
	Iteration 73Q: 3 clusters Score -2.325478e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -23254862.000000 Penalty: 5939.604980
	Iteration 74Q: 3 clusters Score -2.325486e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -23254902.000000 Penalty: 5939.604980
	Iteration 75Q: 3 clusters Score -2.32549e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -23254922.000000 Penalty: 5939.604980
	Iteration 76Q: 3 clusters Score -2.325492e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -23254966.000000 Penalty: 5939.604980
	Iteration 77Q: 3 clusters Score -2.325497e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -23254984.000000 Penalty: 5939.604980
	Iteration 78Q: 3 clusters Score -2.325498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153944 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -23255018.000000 Penalty: 5939.604980
	Iteration 79Q: 3 clusters Score -2.325502e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -23254998.000000 Penalty: 5939.604980
	Iteration 80F: 3 clusters Score -2.3255e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -23255018.000000 Penalty: 5939.604980
	Iteration 81Q: 3 clusters Score -2.325502e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -23255092.000000 Penalty: 5939.604980
	Iteration 82Q: 3 clusters Score -2.325509e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -23255092.000000 Penalty: 5939.604980
	Iteration 83Q: 3 clusters Score -2.325509e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -23255110.000000 Penalty: 5939.604980
	Iteration 84Q: 3 clusters Score -2.325511e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -23255124.000000 Penalty: 5939.604980
	Iteration 85Q: 3 clusters Score -2.325512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -23255150.000000 Penalty: 5939.604980
	Iteration 86Q: 3 clusters Score -2.325515e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -23255164.000000 Penalty: 5939.604980
	Iteration 87Q: 3 clusters Score -2.325516e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -23255174.000000 Penalty: 5939.604980
	Iteration 88Q: 3 clusters Score -2.325517e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -23255224.000000 Penalty: 5939.604980
	Iteration 89Q: 3 clusters Score -2.325522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -23255258.000000 Penalty: 5939.604980
	Iteration 90Q: 3 clusters Score -2.325526e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -23255274.000000 Penalty: 5939.604980
	Iteration 91Q: 3 clusters Score -2.325527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -23255272.000000 Penalty: 5939.604980
	Iteration 92Q: 3 clusters Score -2.325527e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -23255290.000000 Penalty: 5939.604980
	Iteration 93Q: 3 clusters Score -2.325529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -23255320.000000 Penalty: 5939.604980
	Iteration 94Q: 3 clusters Score -2.325532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -23255340.000000 Penalty: 5939.604980
	Iteration 95Q: 3 clusters Score -2.325534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -23255360.000000 Penalty: 5939.604980
	Iteration 96Q: 3 clusters Score -2.325536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -23255370.000000 Penalty: 5939.604980
	Iteration 97Q: 3 clusters Score -2.325537e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -23255380.000000 Penalty: 5939.604980
	Iteration 98Q: 3 clusters Score -2.325538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23255410.000000 Penalty: 5939.604980
	Iteration 99Q: 3 clusters Score -2.325541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155187 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23255378.000000 Penalty: 5939.604980
	Iteration 100F: 3 clusters Score -2.325538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23255392.000000 Penalty: 5939.604980
	Iteration 101Q: 3 clusters Score -2.325539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -23255396.000000 Penalty: 5939.604980
	Iteration 102Q: 3 clusters Score -2.32554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -23255382.000000 Penalty: 5939.604980
	Iteration 103Q: 3 clusters Score -2.325538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -23255404.000000 Penalty: 5939.604980
	Iteration 104Q: 3 clusters Score -2.32554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -23255404.000000 Penalty: 5939.604980
	Iteration 105Q: 3 clusters Score -2.32554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23255394.000000 Penalty: 5939.604980
	Iteration 106Q: 3 clusters Score -2.325539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -23255414.000000 Penalty: 5939.604980
	Iteration 107Q: 3 clusters Score -2.325541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -23255392.000000 Penalty: 5939.604980
	Iteration 108Q: 3 clusters Score -2.325539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -23255398.000000 Penalty: 5939.604980
	Iteration 109Q: 3 clusters Score -2.32554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -23255404.000000 Penalty: 5939.604980
	Iteration 110Q: 3 clusters Score -2.32554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -23255410.000000 Penalty: 5939.604980
	Iteration 111Q: 3 clusters Score -2.325541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23255438.000000 Penalty: 5939.604980
	Iteration 112Q: 3 clusters Score -2.325544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23255462.000000 Penalty: 5939.604980
	Iteration 113Q: 3 clusters Score -2.325546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -23255462.000000 Penalty: 5939.604980
	Iteration 114Q: 3 clusters Score -2.325546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23255472.000000 Penalty: 5939.604980
	Iteration 115Q: 3 clusters Score -2.325547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -23255468.000000 Penalty: 5939.604980
	Iteration 116Q: 3 clusters Score -2.325547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -23255454.000000 Penalty: 5939.604980
	Iteration 117Q: 3 clusters Score -2.325545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23255464.000000 Penalty: 5939.604980
	Iteration 118Q: 3 clusters Score -2.325546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23255458.000000 Penalty: 5939.604980
	Iteration 119Q: 3 clusters Score -2.325546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23255490.000000 Penalty: 5939.604980
	Iteration 120F: 3 clusters Score -2.325549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23255514.000000 Penalty: 5939.604980
	Iteration 121Q: 3 clusters Score -2.325551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -23255520.000000 Penalty: 5939.604980
	Iteration 122Q: 3 clusters Score -2.325552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155687 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23255558.000000 Penalty: 5939.604980
	Iteration 123Q: 3 clusters Score -2.325556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23255552.000000 Penalty: 5939.604980
	Iteration 124Q: 3 clusters Score -2.325555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -23255554.000000 Penalty: 5939.604980
	Iteration 125Q: 3 clusters Score -2.325555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -23255564.000000 Penalty: 5939.604980
	Iteration 126Q: 3 clusters Score -2.325556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -23255562.000000 Penalty: 5939.604980
	Iteration 127Q: 3 clusters Score -2.325556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155768 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -23255574.000000 Penalty: 5939.604980
	Iteration 128Q: 3 clusters Score -2.325557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -23255600.000000 Penalty: 5939.604980
	Iteration 129Q: 3 clusters Score -2.32556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155804 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -23255612.000000 Penalty: 5939.604980
	Iteration 130Q: 3 clusters Score -2.325561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -23255634.000000 Penalty: 5939.604980
	Iteration 131Q: 3 clusters Score -2.325563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23255636.000000 Penalty: 5939.604980
	Iteration 132Q: 3 clusters Score -2.325564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23255654.000000 Penalty: 5939.604980
	Iteration 133Q: 3 clusters Score -2.325565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23255644.000000 Penalty: 5939.604980
	Iteration 134Q: 3 clusters Score -2.325564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23255664.000000 Penalty: 5939.604980
	Iteration 135Q: 3 clusters Score -2.325566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23255692.000000 Penalty: 5939.604980
	Iteration 136Q: 3 clusters Score -2.325569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -23255706.000000 Penalty: 5939.604980
	Iteration 137Q: 3 clusters Score -2.325571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155946 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23255718.000000 Penalty: 5939.604980
	Iteration 138Q: 3 clusters Score -2.325572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -23255718.000000 Penalty: 5939.604980
	Iteration 139Q: 3 clusters Score -2.325572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -23255708.000000 Penalty: 5939.604980
	Iteration 140F: 3 clusters Score -2.325571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23255728.000000 Penalty: 5939.604980
	Iteration 141Q: 3 clusters Score -2.325573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -23255732.000000 Penalty: 5939.604980
	Iteration 142Q: 3 clusters Score -2.325573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -23255744.000000 Penalty: 5939.604980
	Iteration 143Q: 3 clusters Score -2.325574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -23255740.000000 Penalty: 5939.604980
	Iteration 144Q: 3 clusters Score -2.325574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156059 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23255770.000000 Penalty: 5939.604980
	Iteration 145Q: 3 clusters Score -2.325577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -23255764.000000 Penalty: 5939.604980
	Iteration 146Q: 3 clusters Score -2.325576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -23255766.000000 Penalty: 5939.604980
	Iteration 147Q: 3 clusters Score -2.325577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -23255770.000000 Penalty: 5939.604980
	Iteration 148Q: 3 clusters Score -2.325577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -23255756.000000 Penalty: 5939.604980
	Iteration 149Q: 3 clusters Score -2.325576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -23255762.000000 Penalty: 5939.604980
	Iteration 150Q: 3 clusters Score -2.325576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -23255750.000000 Penalty: 5939.604980
	Iteration 151Q: 3 clusters Score -2.325575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -23255766.000000 Penalty: 5939.604980
	Iteration 152Q: 3 clusters Score -2.325577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23255770.000000 Penalty: 5939.604980
	Iteration 153Q: 3 clusters Score -2.325577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -23255772.000000 Penalty: 5939.604980
	Iteration 154Q: 3 clusters Score -2.325577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23255802.000000 Penalty: 5939.604980
	Iteration 155Q: 3 clusters Score -2.32558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23255830.000000 Penalty: 5939.604980
	Iteration 156Q: 3 clusters Score -2.325583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -23255826.000000 Penalty: 5939.604980
	Iteration 157Q: 3 clusters Score -2.325583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23255842.000000 Penalty: 5939.604980
	Iteration 158Q: 3 clusters Score -2.325584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23255828.000000 Penalty: 5939.604980
	Iteration 159Q: 3 clusters Score -2.325583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23255814.000000 Penalty: 5939.604980
	Iteration 160F: 3 clusters Score -2.325581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23255842.000000 Penalty: 5939.604980
	Iteration 161Q: 3 clusters Score -2.325584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -23255850.000000 Penalty: 5939.604980
	Iteration 162Q: 3 clusters Score -2.325585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23255862.000000 Penalty: 5939.604980
	Iteration 163Q: 3 clusters Score -2.325586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -23255890.000000 Penalty: 5939.604980
	Iteration 164Q: 3 clusters Score -2.325589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23255888.000000 Penalty: 5939.604980
	Iteration 165Q: 3 clusters Score -2.325589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -23255870.000000 Penalty: 5939.604980
	Iteration 166Q: 3 clusters Score -2.325587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -23255878.000000 Penalty: 5939.604980
	Iteration 167Q: 3 clusters Score -2.325588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -23255882.000000 Penalty: 5939.604980
	Iteration 168Q: 3 clusters Score -2.325588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -23255900.000000 Penalty: 5939.604980
	Iteration 169Q: 3 clusters Score -2.32559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23255892.000000 Penalty: 5939.604980
	Iteration 170Q: 3 clusters Score -2.325589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -23255900.000000 Penalty: 5939.604980
	Iteration 171Q: 3 clusters Score -2.32559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23255894.000000 Penalty: 5939.604980
	Iteration 172Q: 3 clusters Score -2.325589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23255902.000000 Penalty: 5939.604980
	Iteration 173Q: 3 clusters Score -2.32559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156277 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -23255880.000000 Penalty: 5939.604980
	Iteration 174Q: 3 clusters Score -2.325588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23255902.000000 Penalty: 5939.604980
	Iteration 175Q: 3 clusters Score -2.32559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23255884.000000 Penalty: 5939.604980
	Iteration 176Q: 3 clusters Score -2.325588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23255886.000000 Penalty: 5939.604980
	Iteration 177Q: 3 clusters Score -2.325589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -23255886.000000 Penalty: 5939.604980
	Iteration 178Q: 3 clusters Score -2.325589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23255892.000000 Penalty: 5939.604980
	Iteration 179Q: 3 clusters Score -2.325589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23255892.000000 Penalty: 5939.604980
	Iteration 180F: 3 clusters Score -2.325589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Entering Unmasked Estep 
Score: -4900768.000000 Penalty: 2581.149902
	Iteration 0F: 2 clusters Score -4900768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4878219.500000 Penalty: 5162.299805
	Iteration 0F: 3 clusters Score -4878220 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4886534.000000 Penalty: 5162.299805
	Iteration 1F: 3 clusters Score -4886534 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4887066.000000 Penalty: 5162.299805
	Iteration 2Q: 3 clusters Score -4887066 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4887646.500000 Penalty: 5162.299805
	Iteration 3Q: 3 clusters Score -4887646 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4888294.000000 Penalty: 5162.299805
	Iteration 4Q: 3 clusters Score -4888294 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4889068.000000 Penalty: 5162.299805
	Iteration 5Q: 3 clusters Score -4889068 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4890066.500000 Penalty: 5162.299805
	Iteration 6F: 3 clusters Score -4890066 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4891417.000000 Penalty: 5162.299805
	Iteration 7F: 3 clusters Score -4891417 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4892946.000000 Penalty: 5162.299805
	Iteration 8F: 3 clusters Score -4892946 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -4894409.000000 Penalty: 5162.299805
	Iteration 9F: 3 clusters Score -4894409 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4895637.500000 Penalty: 5162.299805
	Iteration 10Q: 3 clusters Score -4895638 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4896425.500000 Penalty: 5162.299805
	Iteration 11Q: 3 clusters Score -4896426 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4896884.000000 Penalty: 5162.299805
	Iteration 12Q: 3 clusters Score -4896884 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4897162.000000 Penalty: 5162.299805
	Iteration 13Q: 3 clusters Score -4897162 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4897360.500000 Penalty: 5162.299805
	Iteration 14Q: 3 clusters Score -4897360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4897517.500000 Penalty: 5162.299805
	Iteration 15Q: 3 clusters Score -4897518 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4897654.500000 Penalty: 5162.299805
	Iteration 16Q: 3 clusters Score -4897654 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4897765.000000 Penalty: 5162.299805
	Iteration 17Q: 3 clusters Score -4897765 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4897827.500000 Penalty: 5162.299805
	Iteration 18Q: 3 clusters Score -4897828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4897882.000000 Penalty: 5162.299805
	Iteration 19Q: 3 clusters Score -4897882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4897934.500000 Penalty: 5162.299805
	Iteration 20F: 3 clusters Score -4897934 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4897970.000000 Penalty: 5162.299805
	Iteration 21Q: 3 clusters Score -4897970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4898008.500000 Penalty: 5162.299805
	Iteration 22Q: 3 clusters Score -4898008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4898055.500000 Penalty: 5162.299805
	Iteration 23Q: 3 clusters Score -4898056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4898091.500000 Penalty: 5162.299805
	Iteration 24Q: 3 clusters Score -4898092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4898136.000000 Penalty: 5162.299805
	Iteration 25Q: 3 clusters Score -4898136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4898141.500000 Penalty: 5162.299805
	Iteration 26Q: 3 clusters Score -4898142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4898170.500000 Penalty: 5162.299805
	Iteration 27Q: 3 clusters Score -4898170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4898195.000000 Penalty: 5162.299805
	Iteration 28Q: 3 clusters Score -4898195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4898228.000000 Penalty: 5162.299805
	Iteration 29Q: 3 clusters Score -4898228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4898241.500000 Penalty: 5162.299805
	Iteration 30Q: 3 clusters Score -4898242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4898250.500000 Penalty: 5162.299805
	Iteration 31Q: 3 clusters Score -4898250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4898260.000000 Penalty: 5162.299805
	Iteration 32Q: 3 clusters Score -4898260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4898276.000000 Penalty: 5162.299805
	Iteration 33Q: 3 clusters Score -4898276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4898290.000000 Penalty: 5162.299805
	Iteration 34Q: 3 clusters Score -4898290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4898311.500000 Penalty: 5162.299805
	Iteration 35Q: 3 clusters Score -4898312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4898323.500000 Penalty: 5162.299805
	Iteration 36Q: 3 clusters Score -4898324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4898332.000000 Penalty: 5162.299805
	Iteration 37Q: 3 clusters Score -4898332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4898339.000000 Penalty: 5162.299805
	Iteration 38Q: 3 clusters Score -4898339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4898352.500000 Penalty: 5162.299805
	Iteration 39Q: 3 clusters Score -4898352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4898362.500000 Penalty: 5162.299805
	Iteration 40F: 3 clusters Score -4898362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4898375.000000 Penalty: 5162.299805
	Iteration 41Q: 3 clusters Score -4898375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4898378.000000 Penalty: 5162.299805
	Iteration 42Q: 3 clusters Score -4898378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4898388.000000 Penalty: 5162.299805
	Iteration 43Q: 3 clusters Score -4898388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4898385.000000 Penalty: 5162.299805
	Iteration 44Q: 3 clusters Score -4898385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4898397.500000 Penalty: 5162.299805
	Iteration 45Q: 3 clusters Score -4898398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4898409.000000 Penalty: 5162.299805
	Iteration 46Q: 3 clusters Score -4898409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4898423.000000 Penalty: 5162.299805
	Iteration 47Q: 3 clusters Score -4898423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4898427.000000 Penalty: 5162.299805
	Iteration 48Q: 3 clusters Score -4898427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4898432.500000 Penalty: 5162.299805
	Iteration 49Q: 3 clusters Score -4898432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4898441.500000 Penalty: 5162.299805
	Iteration 50Q: 3 clusters Score -4898442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4898437.000000 Penalty: 5162.299805
	Iteration 51Q: 3 clusters Score -4898437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4898443.500000 Penalty: 5162.299805
	Iteration 52Q: 3 clusters Score -4898444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4898446.000000 Penalty: 5162.299805
	Iteration 53Q: 3 clusters Score -4898446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4898435.500000 Penalty: 5162.299805
	Iteration 54Q: 3 clusters Score -4898436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4898445.000000 Penalty: 5162.299805
	Iteration 55Q: 3 clusters Score -4898445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4898446.000000 Penalty: 5162.299805
	Iteration 56Q: 3 clusters Score -4898446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4898448.000000 Penalty: 5162.299805
	Iteration 57Q: 3 clusters Score -4898448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4898448.000000 Penalty: 5162.299805
	Iteration 58Q: 3 clusters Score -4898448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4898445.000000 Penalty: 5162.299805
	Iteration 59Q: 3 clusters Score -4898445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4898460.000000 Penalty: 5162.299805
	Iteration 60F: 3 clusters Score -4898460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4898455.000000 Penalty: 5162.299805
	Iteration 61Q: 3 clusters Score -4898455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4898449.500000 Penalty: 5162.299805
	Iteration 62Q: 3 clusters Score -4898450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4898456.500000 Penalty: 5162.299805
	Iteration 63Q: 3 clusters Score -4898456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4898455.500000 Penalty: 5162.299805
	Iteration 64Q: 3 clusters Score -4898456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4898461.500000 Penalty: 5162.299805
	Iteration 65Q: 3 clusters Score -4898462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4898463.000000 Penalty: 5162.299805
	Iteration 66Q: 3 clusters Score -4898463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4898471.000000 Penalty: 5162.299805
	Iteration 67Q: 3 clusters Score -4898471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4898479.500000 Penalty: 5162.299805
	Iteration 68Q: 3 clusters Score -4898480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4898484.000000 Penalty: 5162.299805
	Iteration 69Q: 3 clusters Score -4898484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4898485.000000 Penalty: 5162.299805
	Iteration 70Q: 3 clusters Score -4898485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4898484.000000 Penalty: 5162.299805
	Iteration 71Q: 3 clusters Score -4898484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4898488.000000 Penalty: 5162.299805
	Iteration 72Q: 3 clusters Score -4898488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4898492.500000 Penalty: 5162.299805
	Iteration 73Q: 3 clusters Score -4898492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4898510.000000 Penalty: 5162.299805
	Iteration 74Q: 3 clusters Score -4898510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4898501.500000 Penalty: 5162.299805
	Iteration 75Q: 3 clusters Score -4898502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4898506.000000 Penalty: 5162.299805
	Iteration 76Q: 3 clusters Score -4898506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4898503.000000 Penalty: 5162.299805
	Iteration 77Q: 3 clusters Score -4898503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4898504.000000 Penalty: 5162.299805
	Iteration 78Q: 3 clusters Score -4898504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4898503.500000 Penalty: 5162.299805
	Iteration 79Q: 3 clusters Score -4898504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4898506.000000 Penalty: 5162.299805
	Iteration 80F: 3 clusters Score -4898506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4898513.000000 Penalty: 5162.299805
	Iteration 81Q: 3 clusters Score -4898513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4898517.500000 Penalty: 5162.299805
	Iteration 82Q: 3 clusters Score -4898518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4898512.500000 Penalty: 5162.299805
	Iteration 83Q: 3 clusters Score -4898512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4898523.000000 Penalty: 5162.299805
	Iteration 84Q: 3 clusters Score -4898523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4898527.500000 Penalty: 5162.299805
	Iteration 85Q: 3 clusters Score -4898528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4898529.500000 Penalty: 5162.299805
	Iteration 86Q: 3 clusters Score -4898530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4898526.500000 Penalty: 5162.299805
	Iteration 87Q: 3 clusters Score -4898526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4898527.500000 Penalty: 5162.299805
	Iteration 88Q: 3 clusters Score -4898528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4898528.000000 Penalty: 5162.299805
	Iteration 89Q: 3 clusters Score -4898528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4898528.500000 Penalty: 5162.299805
	Iteration 90Q: 3 clusters Score -4898528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4898528.000000 Penalty: 5162.299805
	Iteration 91Q: 3 clusters Score -4898528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4898539.500000 Penalty: 5162.299805
	Iteration 92Q: 3 clusters Score -4898540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4898537.000000 Penalty: 5162.299805
	Iteration 93Q: 3 clusters Score -4898537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4898534.500000 Penalty: 5162.299805
	Iteration 94Q: 3 clusters Score -4898534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4898542.000000 Penalty: 5162.299805
	Iteration 95Q: 3 clusters Score -4898542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4898552.500000 Penalty: 5162.299805
	Iteration 96Q: 3 clusters Score -4898552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4898547.500000 Penalty: 5162.299805
	Iteration 97Q: 3 clusters Score -4898548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4898553.000000 Penalty: 5162.299805
	Iteration 98Q: 3 clusters Score -4898553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4898569.000000 Penalty: 5162.299805
	Iteration 99Q: 3 clusters Score -4898569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4898563.000000 Penalty: 5162.299805
	Iteration 100F: 3 clusters Score -4898563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4898562.500000 Penalty: 5162.299805
	Iteration 101Q: 3 clusters Score -4898562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4898561.000000 Penalty: 5162.299805
	Iteration 102Q: 3 clusters Score -4898561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4898560.000000 Penalty: 5162.299805
	Iteration 103Q: 3 clusters Score -4898560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4898563.000000 Penalty: 5162.299805
	Iteration 104Q: 3 clusters Score -4898563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4898565.000000 Penalty: 5162.299805
	Iteration 105Q: 3 clusters Score -4898565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4898563.000000 Penalty: 5162.299805
	Iteration 106Q: 3 clusters Score -4898563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4898563.000000 Penalty: 5162.299805
	Iteration 107F: 3 clusters Score -4898563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1501644.875000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1501645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1493578.750000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1493579 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1495906.500000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1495906 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1496214.625000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1496215 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1496447.375000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1496447 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1496635.250000 Penalty: 4596.809082
	Iteration 4Q: 3 clusters Score -1496635 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1496793.250000 Penalty: 4596.809082
	Iteration 5Q: 3 clusters Score -1496793 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1496922.625000 Penalty: 4596.809082
	Iteration 6Q: 3 clusters Score -1496923 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1497038.000000 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1497038 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1497156.500000 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1497156 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1497265.000000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1497265 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1497341.875000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1497342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1497424.000000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1497424 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1497516.375000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1497516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1497614.875000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1497615 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1497706.250000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1497706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1497799.875000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1497800 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1497891.250000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1497891 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1497990.375000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1497990 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1498102.875000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1498103 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1498205.875000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1498206 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1498304.000000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1498304 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1498371.625000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1498372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1498444.625000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1498445 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1498508.625000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1498509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1498558.500000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1498558 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1498598.250000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1498598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1498631.875000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1498632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1498659.500000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1498660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1498692.500000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1498692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1498720.500000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1498720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1498744.875000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1498745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1498757.750000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1498758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1498767.250000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1498767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1498779.625000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1498780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1498786.375000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1498786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1498794.625000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1498795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1498799.375000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1498799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1498806.875000 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1498807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1498813.750000 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1498814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1498816.750000 Penalty: 4596.809082
	Iteration 39Q: 3 clusters Score -1498817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1498821.500000 Penalty: 4596.809082
	Iteration 40F: 3 clusters Score -1498822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1498827.875000 Penalty: 4596.809082
	Iteration 41Q: 3 clusters Score -1498828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1498832.625000 Penalty: 4596.809082
	Iteration 42Q: 3 clusters Score -1498833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1498841.000000 Penalty: 4596.809082
	Iteration 43Q: 3 clusters Score -1498841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1498841.375000 Penalty: 4596.809082
	Iteration 44Q: 3 clusters Score -1498841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1498847.250000 Penalty: 4596.809082
	Iteration 45Q: 3 clusters Score -1498847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1498853.000000 Penalty: 4596.809082
	Iteration 46Q: 3 clusters Score -1498853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1498856.000000 Penalty: 4596.809082
	Iteration 47Q: 3 clusters Score -1498856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1498869.375000 Penalty: 4596.809082
	Iteration 48Q: 3 clusters Score -1498869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1498873.375000 Penalty: 4596.809082
	Iteration 49Q: 3 clusters Score -1498873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1498884.625000 Penalty: 4596.809082
	Iteration 50Q: 3 clusters Score -1498885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1498892.625000 Penalty: 4596.809082
	Iteration 51Q: 3 clusters Score -1498893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1498899.875000 Penalty: 4596.809082
	Iteration 52Q: 3 clusters Score -1498900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1498907.750000 Penalty: 4596.809082
	Iteration 53Q: 3 clusters Score -1498908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1498912.250000 Penalty: 4596.809082
	Iteration 54Q: 3 clusters Score -1498912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1498921.875000 Penalty: 4596.809082
	Iteration 55Q: 3 clusters Score -1498922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1498931.375000 Penalty: 4596.809082
	Iteration 56Q: 3 clusters Score -1498931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1498933.125000 Penalty: 4596.809082
	Iteration 57Q: 3 clusters Score -1498933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1498938.500000 Penalty: 4596.809082
	Iteration 58Q: 3 clusters Score -1498938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1498941.125000 Penalty: 4596.809082
	Iteration 59Q: 3 clusters Score -1498941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1498952.500000 Penalty: 4596.809082
	Iteration 60F: 3 clusters Score -1498952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1498964.000000 Penalty: 4596.809082
	Iteration 61Q: 3 clusters Score -1498964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1498973.750000 Penalty: 4596.809082
	Iteration 62Q: 3 clusters Score -1498974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1498977.500000 Penalty: 4596.809082
	Iteration 63Q: 3 clusters Score -1498978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1498985.000000 Penalty: 4596.809082
	Iteration 64Q: 3 clusters Score -1498985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1498994.000000 Penalty: 4596.809082
	Iteration 65Q: 3 clusters Score -1498994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1499000.500000 Penalty: 4596.809082
	Iteration 66Q: 3 clusters Score -1499000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1499008.875000 Penalty: 4596.809082
	Iteration 67Q: 3 clusters Score -1499009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1499016.250000 Penalty: 4596.809082
	Iteration 68Q: 3 clusters Score -1499016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1499026.375000 Penalty: 4596.809082
	Iteration 69Q: 3 clusters Score -1499026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1499029.375000 Penalty: 4596.809082
	Iteration 70Q: 3 clusters Score -1499029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1499042.125000 Penalty: 4596.809082
	Iteration 71Q: 3 clusters Score -1499042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1499049.750000 Penalty: 4596.809082
	Iteration 72Q: 3 clusters Score -1499050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1499049.250000 Penalty: 4596.809082
	Iteration 73Q: 3 clusters Score -1499049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1499055.625000 Penalty: 4596.809082
	Iteration 74Q: 3 clusters Score -1499056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1499058.500000 Penalty: 4596.809082
	Iteration 75Q: 3 clusters Score -1499058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1499066.000000 Penalty: 4596.809082
	Iteration 76Q: 3 clusters Score -1499066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1499067.875000 Penalty: 4596.809082
	Iteration 77Q: 3 clusters Score -1499068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1499077.000000 Penalty: 4596.809082
	Iteration 78Q: 3 clusters Score -1499077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1499079.750000 Penalty: 4596.809082
	Iteration 79Q: 3 clusters Score -1499080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1499089.000000 Penalty: 4596.809082
	Iteration 80F: 3 clusters Score -1499089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1499097.250000 Penalty: 4596.809082
	Iteration 81Q: 3 clusters Score -1499097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1499108.125000 Penalty: 4596.809082
	Iteration 82Q: 3 clusters Score -1499108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1499114.750000 Penalty: 4596.809082
	Iteration 83Q: 3 clusters Score -1499115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1499127.625000 Penalty: 4596.809082
	Iteration 84Q: 3 clusters Score -1499128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1499138.125000 Penalty: 4596.809082
	Iteration 85Q: 3 clusters Score -1499138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1499158.750000 Penalty: 4596.809082
	Iteration 86Q: 3 clusters Score -1499159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1499168.250000 Penalty: 4596.809082
	Iteration 87Q: 3 clusters Score -1499168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1499184.625000 Penalty: 4596.809082
	Iteration 88Q: 3 clusters Score -1499185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1499197.250000 Penalty: 4596.809082
	Iteration 89Q: 3 clusters Score -1499197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1499212.250000 Penalty: 4596.809082
	Iteration 90Q: 3 clusters Score -1499212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1499230.375000 Penalty: 4596.809082
	Iteration 91Q: 3 clusters Score -1499230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1499246.125000 Penalty: 4596.809082
	Iteration 92Q: 3 clusters Score -1499246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1499272.250000 Penalty: 4596.809082
	Iteration 93Q: 3 clusters Score -1499272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1499289.750000 Penalty: 4596.809082
	Iteration 94Q: 3 clusters Score -1499290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1499309.875000 Penalty: 4596.809082
	Iteration 95Q: 3 clusters Score -1499310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1499332.250000 Penalty: 4596.809082
	Iteration 96Q: 3 clusters Score -1499332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1499352.750000 Penalty: 4596.809082
	Iteration 97Q: 3 clusters Score -1499353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1499382.250000 Penalty: 4596.809082
	Iteration 98Q: 3 clusters Score -1499382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1499402.750000 Penalty: 4596.809082
	Iteration 99Q: 3 clusters Score -1499403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1499431.500000 Penalty: 4596.809082
	Iteration 100F: 3 clusters Score -1499432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1499448.625000 Penalty: 4596.809082
	Iteration 101Q: 3 clusters Score -1499449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1499458.500000 Penalty: 4596.809082
	Iteration 102Q: 3 clusters Score -1499458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1499464.750000 Penalty: 4596.809082
	Iteration 103Q: 3 clusters Score -1499465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1499472.375000 Penalty: 4596.809082
	Iteration 104Q: 3 clusters Score -1499472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1499481.000000 Penalty: 4596.809082
	Iteration 105Q: 3 clusters Score -1499481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1499486.500000 Penalty: 4596.809082
	Iteration 106Q: 3 clusters Score -1499486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1499493.375000 Penalty: 4596.809082
	Iteration 107Q: 3 clusters Score -1499493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1499501.750000 Penalty: 4596.809082
	Iteration 108Q: 3 clusters Score -1499502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1499504.125000 Penalty: 4596.809082
	Iteration 109Q: 3 clusters Score -1499504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1499509.125000 Penalty: 4596.809082
	Iteration 110Q: 3 clusters Score -1499509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1499515.000000 Penalty: 4596.809082
	Iteration 111Q: 3 clusters Score -1499515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1499518.125000 Penalty: 4596.809082
	Iteration 112Q: 3 clusters Score -1499518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1499523.000000 Penalty: 4596.809082
	Iteration 113Q: 3 clusters Score -1499523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1499529.375000 Penalty: 4596.809082
	Iteration 114Q: 3 clusters Score -1499529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1499533.250000 Penalty: 4596.809082
	Iteration 115Q: 3 clusters Score -1499533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1499543.250000 Penalty: 4596.809082
	Iteration 116Q: 3 clusters Score -1499543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1499546.000000 Penalty: 4596.809082
	Iteration 117Q: 3 clusters Score -1499546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1499551.750000 Penalty: 4596.809082
	Iteration 118Q: 3 clusters Score -1499552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1499557.750000 Penalty: 4596.809082
	Iteration 119Q: 3 clusters Score -1499558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1499563.500000 Penalty: 4596.809082
	Iteration 120F: 3 clusters Score -1499564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1499567.125000 Penalty: 4596.809082
	Iteration 121Q: 3 clusters Score -1499567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1499568.250000 Penalty: 4596.809082
	Iteration 122Q: 3 clusters Score -1499568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1499566.625000 Penalty: 4596.809082
	Iteration 123Q: 3 clusters Score -1499567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1499569.250000 Penalty: 4596.809082
	Iteration 124Q: 3 clusters Score -1499569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1499571.375000 Penalty: 4596.809082
	Iteration 125Q: 3 clusters Score -1499571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1499572.625000 Penalty: 4596.809082
	Iteration 126Q: 3 clusters Score -1499573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1499572.625000 Penalty: 4596.809082
	Iteration 127F: 3 clusters Score -1499573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -323889.968750 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -323890 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 1274 members 
Entering Unmasked Estep 
Score: -320986.562500 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -320986.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -321678.843750 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -321678.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -322028.406250 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -322028.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -322312.062500 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -322312.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -322496.468750 Penalty: 3880.925049
	Iteration 4F: 3 clusters Score -322496.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322633.031250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -322633 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322720.750000 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -322720.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -322786.187500 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -322786.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -322835.968750 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -322836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -322874.968750 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -322875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -322895.375000 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -322895.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -322915.343750 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -322915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322928.312500 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -322928.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -322940.156250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -322940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -322951.125000 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -322951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -322962.000000 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -322962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322969.093750 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -322969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -322975.656250 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -322975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322981.343750 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -322981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322987.250000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -322987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322992.843750 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -322992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322996.250000 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -322996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322997.968750 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -322998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -322998.500000 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -322998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -322999.843750 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -322999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -323000.156250 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -323000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -323002.031250 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -323002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -323003.531250 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -323003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -323005.937500 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -323005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -323008.812500 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -323008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -323011.406250 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -323011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -323014.218750 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -323014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -323016.093750 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -323016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -323017.656250 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -323017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -323022.312500 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -323022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -323027.843750 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -323027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -323033.031250 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -323033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -323037.218750 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -323037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323040.812500 Penalty: 3880.925049
	Iteration 38Q: 3 clusters Score -323040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323044.000000 Penalty: 3880.925049
	Iteration 39Q: 3 clusters Score -323044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -323049.218750 Penalty: 3880.925049
	Iteration 40F: 3 clusters Score -323049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -323052.906250 Penalty: 3880.925049
	Iteration 41Q: 3 clusters Score -323052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323055.500000 Penalty: 3880.925049
	Iteration 42Q: 3 clusters Score -323055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -323055.843750 Penalty: 3880.925049
	Iteration 43Q: 3 clusters Score -323055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -323056.437500 Penalty: 3880.925049
	Iteration 44Q: 3 clusters Score -323056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -323057.281250 Penalty: 3880.925049
	Iteration 45Q: 3 clusters Score -323057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -323058.531250 Penalty: 3880.925049
	Iteration 46Q: 3 clusters Score -323058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -323062.562500 Penalty: 3880.925049
	Iteration 47Q: 3 clusters Score -323062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -323062.562500 Penalty: 3880.925049
	Iteration 48F: 3 clusters Score -323062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -101842.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -101842.4 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 413 members 
Entering Unmasked Estep 
Score: -100161.554688 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -100161.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100588.898438 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -100588.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100715.796875 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -100715.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100799.625000 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -100799.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100881.695312 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -100881.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100963.921875 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -100963.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101057.625000 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -101057.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101125.250000 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -101125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101246.125000 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -101246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101353.609375 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -101353.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101377.953125 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -101378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101394.929688 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -101394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101419.812500 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -101419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101449.687500 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -101449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101477.054688 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -101477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101505.781250 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -101505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101519.539062 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -101519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101532.960938 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -101533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101546.828125 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -101546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101555.312500 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -101555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101562.773438 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -101562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101567.460938 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -101567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101571.156250 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -101571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101585.296875 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -101585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101599.187500 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -101599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101607.585938 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -101607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101615.507812 Penalty: 3330.228516
	Iteration 26Q: 3 clusters Score -101615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101625.156250 Penalty: 3330.228516
	Iteration 27Q: 3 clusters Score -101625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101639.257812 Penalty: 3330.228516
	Iteration 28Q: 3 clusters Score -101639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101648.960938 Penalty: 3330.228516
	Iteration 29Q: 3 clusters Score -101649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101652.820312 Penalty: 3330.228516
	Iteration 30Q: 3 clusters Score -101652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101652.820312 Penalty: 3330.228516
	Iteration 31F: 3 clusters Score -101652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -62526.089844 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -62526.09 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 222 members 
Entering Unmasked Estep 
Score: -61025.429688 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -61025.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61294.050781 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -61294.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61770.214844 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -61770.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61924.343750 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -61924.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62031.105469 Penalty: 3073.436279
	Iteration 4F: 3 clusters Score -62031.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62108.414062 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -62108.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62152.816406 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -62152.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62213.863281 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -62213.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62258.214844 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -62258.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62295.292969 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -62295.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62319.328125 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -62319.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62329.597656 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -62329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62339.753906 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -62339.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62339.753906 Penalty: 3073.436279
	Iteration 13F: 3 clusters Score -62339.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 139874 members 
Mstep: Class 5 contains 43114 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 52614 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 11 contains 112048 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 52168 members 
Mstep: Class 15 contains 32173 members 
Mstep: Class 16 contains 40008 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22591 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10916 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 158738 members 
Mstep: Class 27 contains 33119 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942272.000000 Penalty: 105449.875000
Iteration 159Q: 32 clusters Score -1.289423e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 140328 members 
Mstep: Class 5 contains 43109 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 43453 members 
Mstep: Class 8 contains 52596 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33804 members 
Mstep: Class 11 contains 112110 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 32172 members 
Mstep: Class 16 contains 40059 members 
Mstep: Class 17 contains 12937 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22583 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 22814 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 158194 members 
Mstep: Class 27 contains 33108 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942136.000000 Penalty: 105449.875000
Iteration 160F: 32 clusters Score -1.289421e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 140794 members 
Mstep: Class 5 contains 43095 members 
Mstep: Class 6 contains 5307 members 
Mstep: Class 7 contains 43441 members 
Mstep: Class 8 contains 52585 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33861 members 
Mstep: Class 11 contains 112150 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 52143 members 
Mstep: Class 15 contains 32170 members 
Mstep: Class 16 contains 40085 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 10914 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 22823 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 157675 members 
Mstep: Class 27 contains 33090 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942264.000000 Penalty: 105449.875000
Iteration 161Q: 32 clusters Score -1.289423e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 141264 members 
Mstep: Class 5 contains 43076 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 43449 members 
Mstep: Class 8 contains 52562 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33902 members 
Mstep: Class 11 contains 112169 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 52115 members 
Mstep: Class 15 contains 32172 members 
Mstep: Class 16 contains 40124 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22571 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 22838 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 157177 members 
Mstep: Class 27 contains 33082 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941960.000000 Penalty: 105449.875000
Iteration 162Q: 32 clusters Score -1.28942e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 141736 members 
Mstep: Class 5 contains 43060 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 43453 members 
Mstep: Class 8 contains 52547 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33927 members 
Mstep: Class 11 contains 112177 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 32171 members 
Mstep: Class 16 contains 40165 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 22564 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 22846 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 156667 members 
Mstep: Class 27 contains 33081 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942024.000000 Penalty: 105449.875000
Iteration 163Q: 32 clusters Score -1.28942e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 142159 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 5298 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 52545 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 33967 members 
Mstep: Class 11 contains 112191 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 52085 members 
Mstep: Class 15 contains 32170 members 
Mstep: Class 16 contains 40211 members 
Mstep: Class 17 contains 12919 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22555 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10919 members 
Mstep: Class 23 contains 4556 members 
Mstep: Class 24 contains 22856 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 156165 members 
Mstep: Class 27 contains 33076 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941888.000000 Penalty: 105449.875000
Iteration 164Q: 32 clusters Score -1.289419e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 142572 members 
Mstep: Class 5 contains 43040 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 43463 members 
Mstep: Class 8 contains 52551 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34025 members 
Mstep: Class 11 contains 112225 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 52083 members 
Mstep: Class 15 contains 32177 members 
Mstep: Class 16 contains 40238 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22540 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 4559 members 
Mstep: Class 24 contains 22866 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 155634 members 
Mstep: Class 27 contains 33083 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941816.000000 Penalty: 105449.875000
Iteration 165Q: 32 clusters Score -1.289418e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2447 members 
Mstep: Class 4 contains 142962 members 
Mstep: Class 5 contains 43032 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 43458 members 
Mstep: Class 8 contains 52578 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34062 members 
Mstep: Class 11 contains 112282 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 32185 members 
Mstep: Class 16 contains 40279 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 155091 members 
Mstep: Class 27 contains 33080 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941656.000000 Penalty: 105449.875000
Iteration 166Q: 32 clusters Score -1.289417e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39367 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 143348 members 
Mstep: Class 5 contains 43027 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 52595 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34084 members 
Mstep: Class 11 contains 112340 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 52065 members 
Mstep: Class 15 contains 32187 members 
Mstep: Class 16 contains 40307 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22521 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10914 members 
Mstep: Class 23 contains 4567 members 
Mstep: Class 24 contains 22883 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 154598 members 
Mstep: Class 27 contains 33073 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941680.000000 Penalty: 105449.875000
Iteration 167Q: 32 clusters Score -1.289417e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 143751 members 
Mstep: Class 5 contains 43032 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 43455 members 
Mstep: Class 8 contains 52589 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34137 members 
Mstep: Class 11 contains 112396 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 52053 members 
Mstep: Class 15 contains 32182 members 
Mstep: Class 16 contains 40333 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22516 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 22888 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 154074 members 
Mstep: Class 27 contains 33080 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941696.000000 Penalty: 105449.875000
Iteration 168Q: 32 clusters Score -1.289417e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 144153 members 
Mstep: Class 5 contains 43026 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 43467 members 
Mstep: Class 8 contains 52590 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34195 members 
Mstep: Class 11 contains 112420 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 52044 members 
Mstep: Class 15 contains 32178 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22508 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 22893 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 153578 members 
Mstep: Class 27 contains 33073 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941912.000000 Penalty: 105449.875000
Iteration 169Q: 32 clusters Score -1.289419e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 144558 members 
Mstep: Class 5 contains 43019 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 52594 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34227 members 
Mstep: Class 11 contains 112415 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6552 members 
Mstep: Class 14 contains 52039 members 
Mstep: Class 15 contains 32173 members 
Mstep: Class 16 contains 40390 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22504 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11616 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 22895 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 153130 members 
Mstep: Class 27 contains 33067 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941928.000000 Penalty: 105449.875000
Iteration 170Q: 32 clusters Score -1.289419e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 144961 members 
Mstep: Class 5 contains 43011 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 52602 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34250 members 
Mstep: Class 11 contains 112419 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6553 members 
Mstep: Class 14 contains 52030 members 
Mstep: Class 15 contains 32178 members 
Mstep: Class 16 contains 40415 members 
Mstep: Class 17 contains 12892 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22502 members 
Mstep: Class 20 contains 2494 members 
Mstep: Class 21 contains 11612 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 22899 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 152679 members 
Mstep: Class 27 contains 33060 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942128.000000 Penalty: 105449.875000
Iteration 171Q: 32 clusters Score -1.289421e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39364 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 145374 members 
Mstep: Class 5 contains 42993 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 43503 members 
Mstep: Class 8 contains 52624 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34282 members 
Mstep: Class 11 contains 112431 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 52018 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 40433 members 
Mstep: Class 17 contains 12894 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22509 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11608 members 
Mstep: Class 22 contains 10911 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 22899 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 152214 members 
Mstep: Class 27 contains 33056 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942288.000000 Penalty: 105449.875000
Iteration 172Q: 32 clusters Score -1.289423e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39367 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 145823 members 
Mstep: Class 5 contains 42973 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 43518 members 
Mstep: Class 8 contains 52632 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34299 members 
Mstep: Class 11 contains 112438 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 51996 members 
Mstep: Class 15 contains 32167 members 
Mstep: Class 16 contains 40453 members 
Mstep: Class 17 contains 12892 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22506 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 22902 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 151747 members 
Mstep: Class 27 contains 33049 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942232.000000 Penalty: 105449.875000
Iteration 173Q: 32 clusters Score -1.289422e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 146261 members 
Mstep: Class 5 contains 42971 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 43526 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34329 members 
Mstep: Class 11 contains 112444 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 51978 members 
Mstep: Class 15 contains 32153 members 
Mstep: Class 16 contains 40469 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22498 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11608 members 
Mstep: Class 22 contains 10918 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 22905 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 151254 members 
Mstep: Class 27 contains 33043 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942152.000000 Penalty: 105449.875000
Iteration 174Q: 32 clusters Score -1.289422e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39372 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 146693 members 
Mstep: Class 5 contains 42972 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 7 contains 43539 members 
Mstep: Class 8 contains 52680 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34358 members 
Mstep: Class 11 contains 112480 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 51964 members 
Mstep: Class 15 contains 32141 members 
Mstep: Class 16 contains 40486 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22494 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11606 members 
Mstep: Class 22 contains 10921 members 
Mstep: Class 23 contains 4590 members 
Mstep: Class 24 contains 22905 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 150732 members 
Mstep: Class 27 contains 33038 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942200.000000 Penalty: 105449.875000
Iteration 175Q: 32 clusters Score -1.289422e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 147124 members 
Mstep: Class 5 contains 42978 members 
Mstep: Class 6 contains 5248 members 
Mstep: Class 7 contains 43545 members 
Mstep: Class 8 contains 52685 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34373 members 
Mstep: Class 11 contains 112508 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 51957 members 
Mstep: Class 15 contains 32129 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22491 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11608 members 
Mstep: Class 22 contains 10920 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 150229 members 
Mstep: Class 27 contains 33039 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942208.000000 Penalty: 105449.875000
Iteration 176Q: 32 clusters Score -1.289422e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 147537 members 
Mstep: Class 5 contains 42973 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 52687 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34389 members 
Mstep: Class 11 contains 112542 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 51963 members 
Mstep: Class 15 contains 32126 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22494 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 149751 members 
Mstep: Class 27 contains 33022 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942056.000000 Penalty: 105449.875000
Iteration 177Q: 32 clusters Score -1.289421e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 147951 members 
Mstep: Class 5 contains 42965 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 43568 members 
Mstep: Class 8 contains 52684 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34388 members 
Mstep: Class 11 contains 112567 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 51960 members 
Mstep: Class 15 contains 32128 members 
Mstep: Class 16 contains 40549 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22493 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 11612 members 
Mstep: Class 22 contains 10917 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 22907 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 149300 members 
Mstep: Class 27 contains 33006 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942056.000000 Penalty: 105449.875000
Iteration 178Q: 32 clusters Score -1.289421e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 148354 members 
Mstep: Class 5 contains 42961 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 43568 members 
Mstep: Class 8 contains 52691 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34390 members 
Mstep: Class 11 contains 112606 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 51960 members 
Mstep: Class 15 contains 32128 members 
Mstep: Class 16 contains 40570 members 
Mstep: Class 17 contains 12902 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11613 members 
Mstep: Class 22 contains 10919 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 22908 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 148834 members 
Mstep: Class 27 contains 32985 members 
Mstep: Class 28 contains 10595 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942008.000000 Penalty: 105449.875000
Iteration 179Q: 32 clusters Score -1.28942e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 148782 members 
Mstep: Class 5 contains 42960 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 52686 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34389 members 
Mstep: Class 11 contains 112624 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 51977 members 
Mstep: Class 15 contains 32125 members 
Mstep: Class 16 contains 40585 members 
Mstep: Class 17 contains 12905 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22489 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 4617 members 
Mstep: Class 24 contains 22913 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 148351 members 
Mstep: Class 27 contains 32982 members 
Mstep: Class 28 contains 10595 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941960.000000 Penalty: 105449.875000
Iteration 180F: 32 clusters Score -1.28942e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 149211 members 
Mstep: Class 5 contains 42954 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 43583 members 
Mstep: Class 8 contains 52681 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 112664 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 51984 members 
Mstep: Class 15 contains 32126 members 
Mstep: Class 16 contains 40598 members 
Mstep: Class 17 contains 12905 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22485 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11622 members 
Mstep: Class 22 contains 10914 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 147859 members 
Mstep: Class 27 contains 32971 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941992.000000 Penalty: 105449.875000
Iteration 181Q: 32 clusters Score -1.28942e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 149570 members 
Mstep: Class 5 contains 42944 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 43615 members 
Mstep: Class 8 contains 52685 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34382 members 
Mstep: Class 11 contains 112698 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 51983 members 
Mstep: Class 15 contains 32124 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22478 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 22923 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 147423 members 
Mstep: Class 27 contains 32960 members 
Mstep: Class 28 contains 10597 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942016.000000 Penalty: 105449.875000
Iteration 182Q: 32 clusters Score -1.28942e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 149892 members 
Mstep: Class 5 contains 42949 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 43632 members 
Mstep: Class 8 contains 52690 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34390 members 
Mstep: Class 11 contains 112732 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 51997 members 
Mstep: Class 15 contains 32119 members 
Mstep: Class 16 contains 40631 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22478 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 147009 members 
Mstep: Class 27 contains 32962 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942064.000000 Penalty: 105449.875000
Iteration 183Q: 32 clusters Score -1.289421e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 150196 members 
Mstep: Class 5 contains 42950 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 43644 members 
Mstep: Class 8 contains 52685 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34403 members 
Mstep: Class 11 contains 112756 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 52007 members 
Mstep: Class 15 contains 32115 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 12905 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 22479 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 146640 members 
Mstep: Class 27 contains 32963 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941920.000000 Penalty: 105449.875000
Iteration 184Q: 32 clusters Score -1.289419e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 150515 members 
Mstep: Class 5 contains 42945 members 
Mstep: Class 6 contains 5220 members 
Mstep: Class 7 contains 43664 members 
Mstep: Class 8 contains 52669 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34405 members 
Mstep: Class 11 contains 112770 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 52036 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 40633 members 
Mstep: Class 17 contains 12905 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 146291 members 
Mstep: Class 27 contains 32939 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942240.000000 Penalty: 105449.875000
Iteration 185Q: 32 clusters Score -1.289422e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 150779 members 
Mstep: Class 5 contains 42935 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 43684 members 
Mstep: Class 8 contains 52678 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34416 members 
Mstep: Class 11 contains 112780 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6585 members 
Mstep: Class 14 contains 52054 members 
Mstep: Class 15 contains 32106 members 
Mstep: Class 16 contains 40651 members 
Mstep: Class 17 contains 12906 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 22489 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11625 members 
Mstep: Class 22 contains 10921 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 22930 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 145937 members 
Mstep: Class 27 contains 32942 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941992.000000 Penalty: 105449.875000
Iteration 186Q: 32 clusters Score -1.28942e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 151057 members 
Mstep: Class 5 contains 42925 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 43703 members 
Mstep: Class 8 contains 52681 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34438 members 
Mstep: Class 11 contains 112787 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 52062 members 
Mstep: Class 15 contains 32107 members 
Mstep: Class 16 contains 40646 members 
Mstep: Class 17 contains 12906 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22485 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11625 members 
Mstep: Class 22 contains 10924 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 145629 members 
Mstep: Class 27 contains 32920 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942224.000000 Penalty: 105449.875000
Iteration 187Q: 32 clusters Score -1.289422e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 151314 members 
Mstep: Class 5 contains 42918 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43721 members 
Mstep: Class 8 contains 52667 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34437 members 
Mstep: Class 11 contains 112805 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 32109 members 
Mstep: Class 16 contains 40638 members 
Mstep: Class 17 contains 12901 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10926 members 
Mstep: Class 23 contains 4674 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 145365 members 
Mstep: Class 27 contains 32903 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942168.000000 Penalty: 105449.875000
Iteration 188Q: 32 clusters Score -1.289422e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 151571 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43737 members 
Mstep: Class 8 contains 52644 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34448 members 
Mstep: Class 11 contains 112822 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 52096 members 
Mstep: Class 15 contains 32111 members 
Mstep: Class 16 contains 40617 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22481 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10930 members 
Mstep: Class 23 contains 4681 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 145102 members 
Mstep: Class 27 contains 32897 members 
Mstep: Class 28 contains 10597 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942248.000000 Penalty: 105449.875000
Iteration 189Q: 32 clusters Score -1.289422e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 151851 members 
Mstep: Class 5 contains 42888 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43754 members 
Mstep: Class 8 contains 52629 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34468 members 
Mstep: Class 11 contains 112841 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 52127 members 
Mstep: Class 15 contains 32105 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 12902 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22481 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11622 members 
Mstep: Class 22 contains 10931 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 144809 members 
Mstep: Class 27 contains 32876 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942344.000000 Penalty: 105449.875000
Iteration 190Q: 32 clusters Score -1.289423e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 152132 members 
Mstep: Class 5 contains 42880 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 52607 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34477 members 
Mstep: Class 11 contains 112844 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52160 members 
Mstep: Class 15 contains 32102 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 12901 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22476 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11622 members 
Mstep: Class 22 contains 10933 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 144513 members 
Mstep: Class 27 contains 32857 members 
Mstep: Class 28 contains 10595 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942416.000000 Penalty: 105449.875000
Iteration 191Q: 32 clusters Score -1.289424e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 152400 members 
Mstep: Class 5 contains 42877 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43809 members 
Mstep: Class 8 contains 52586 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34488 members 
Mstep: Class 11 contains 112854 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52180 members 
Mstep: Class 15 contains 32098 members 
Mstep: Class 16 contains 40554 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22473 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 22937 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 144261 members 
Mstep: Class 27 contains 32833 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942408.000000 Penalty: 105449.875000
Iteration 192Q: 32 clusters Score -1.289424e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 152641 members 
Mstep: Class 5 contains 42875 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43824 members 
Mstep: Class 8 contains 52568 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34493 members 
Mstep: Class 11 contains 112855 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52194 members 
Mstep: Class 15 contains 32097 members 
Mstep: Class 16 contains 40531 members 
Mstep: Class 17 contains 12887 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22473 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10937 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 22937 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 144048 members 
Mstep: Class 27 contains 32820 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942408.000000 Penalty: 105449.875000
Iteration 193Q: 32 clusters Score -1.289424e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 152847 members 
Mstep: Class 5 contains 42867 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43830 members 
Mstep: Class 8 contains 52558 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34490 members 
Mstep: Class 11 contains 112865 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52207 members 
Mstep: Class 15 contains 32102 members 
Mstep: Class 16 contains 40514 members 
Mstep: Class 17 contains 12886 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10940 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22937 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 143854 members 
Mstep: Class 27 contains 32812 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942312.000000 Penalty: 105449.875000
Iteration 194Q: 32 clusters Score -1.289423e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153032 members 
Mstep: Class 5 contains 42858 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43832 members 
Mstep: Class 8 contains 52543 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34496 members 
Mstep: Class 11 contains 112879 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52226 members 
Mstep: Class 15 contains 32104 members 
Mstep: Class 16 contains 40493 members 
Mstep: Class 17 contains 12885 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10941 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22940 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 143683 members 
Mstep: Class 27 contains 32799 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942360.000000 Penalty: 105449.875000
Iteration 195Q: 32 clusters Score -1.289424e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153204 members 
Mstep: Class 5 contains 42853 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43838 members 
Mstep: Class 8 contains 52528 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34507 members 
Mstep: Class 11 contains 112899 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52238 members 
Mstep: Class 15 contains 32103 members 
Mstep: Class 16 contains 40483 members 
Mstep: Class 17 contains 12881 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22470 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10941 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 143496 members 
Mstep: Class 27 contains 32796 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942480.000000 Penalty: 105449.875000
Iteration 196Q: 32 clusters Score -1.289425e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153395 members 
Mstep: Class 5 contains 42843 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43848 members 
Mstep: Class 8 contains 52521 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 112918 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52246 members 
Mstep: Class 15 contains 32098 members 
Mstep: Class 16 contains 40474 members 
Mstep: Class 17 contains 12882 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22470 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10941 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 143293 members 
Mstep: Class 27 contains 32789 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942520.000000 Penalty: 105449.875000
Iteration 197Q: 32 clusters Score -1.289425e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153597 members 
Mstep: Class 5 contains 42840 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43864 members 
Mstep: Class 8 contains 52515 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34526 members 
Mstep: Class 11 contains 112935 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 52246 members 
Mstep: Class 15 contains 32096 members 
Mstep: Class 16 contains 40463 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22472 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 10941 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22947 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 143069 members 
Mstep: Class 27 contains 32785 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942472.000000 Penalty: 105449.875000
Iteration 198Q: 32 clusters Score -1.289425e+08 nChanged 594
Entering ConstructFrom: 
Score: -128942472.000000 Penalty: 105449.875000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -94694.789062 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -94694.79 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: -93053.601562 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -93053.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93421.929688 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -93421.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93529.617188 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -93529.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93614.664062 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -93614.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -93771.093750 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -93771.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93992.242188 Penalty: 3369.559082
	Iteration 5F: 3 clusters Score -93992.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -94335.046875 Penalty: 3369.559082
	Iteration 6F: 3 clusters Score -94335.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -94621.953125 Penalty: 3369.559082
	Iteration 7F: 3 clusters Score -94621.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94920.406250 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -94920.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -95119.781250 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -95119.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95198.179688 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -95198.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -95240.796875 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -95240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95248.632812 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -95248.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -95256.273438 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -95256.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -95264.632812 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -95264.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95276.867188 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -95276.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95276.867188 Penalty: 3369.559082
	Iteration 16F: 3 clusters Score -95276.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153789 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43880 members 
Mstep: Class 8 contains 52506 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34532 members 
Mstep: Class 11 contains 112965 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 32094 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 142839 members 
Mstep: Class 27 contains 32782 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 780 members 
Entering Unmasked Estep 
Score: -128941704.000000 Penalty: 108851.484375
Splitting cluster 1 changes total score from -128942472.000000 to -128941704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Entering Unmasked Estep 
Score: -5643470.000000 Penalty: 2624.053467
	Iteration 0F: 2 clusters Score -5643470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5616678.000000 Penalty: 5248.106934
	Iteration 0F: 3 clusters Score -5616678 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5626831.000000 Penalty: 5248.106934
	Iteration 1F: 3 clusters Score -5626831 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5627558.500000 Penalty: 5248.106934
	Iteration 2Q: 3 clusters Score -5627558 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5628364.000000 Penalty: 5248.106934
	Iteration 3Q: 3 clusters Score -5628364 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5629324.000000 Penalty: 5248.106934
	Iteration 4F: 3 clusters Score -5629324 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5630483.500000 Penalty: 5248.106934
	Iteration 5F: 3 clusters Score -5630484 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5631764.500000 Penalty: 5248.106934
	Iteration 6F: 3 clusters Score -5631764 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -5633119.500000 Penalty: 5248.106934
	Iteration 7F: 3 clusters Score -5633120 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5634397.000000 Penalty: 5248.106934
	Iteration 8F: 3 clusters Score -5634397 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5635646.000000 Penalty: 5248.106934
	Iteration 9Q: 3 clusters Score -5635646 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5636969.000000 Penalty: 5248.106934
	Iteration 10Q: 3 clusters Score -5636969 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5638377.000000 Penalty: 5248.106934
	Iteration 11Q: 3 clusters Score -5638377 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5639986.000000 Penalty: 5248.106934
	Iteration 12Q: 3 clusters Score -5639986 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5641343.500000 Penalty: 5248.106934
	Iteration 13Q: 3 clusters Score -5641344 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5642086.500000 Penalty: 5248.106934
	Iteration 14Q: 3 clusters Score -5642086 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5642398.500000 Penalty: 5248.106934
	Iteration 15Q: 3 clusters Score -5642398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5642511.500000 Penalty: 5248.106934
	Iteration 16Q: 3 clusters Score -5642512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5642559.000000 Penalty: 5248.106934
	Iteration 17Q: 3 clusters Score -5642559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5642598.000000 Penalty: 5248.106934
	Iteration 18Q: 3 clusters Score -5642598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5642617.000000 Penalty: 5248.106934
	Iteration 19Q: 3 clusters Score -5642617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5642626.000000 Penalty: 5248.106934
	Iteration 20F: 3 clusters Score -5642626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5642618.500000 Penalty: 5248.106934
	Iteration 21Q: 3 clusters Score -5642618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -5642621.000000 Penalty: 5248.106934
	Iteration 22Q: 3 clusters Score -5642621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5642627.000000 Penalty: 5248.106934
	Iteration 23Q: 3 clusters Score -5642627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5642625.000000 Penalty: 5248.106934
	Iteration 24Q: 3 clusters Score -5642625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5642622.000000 Penalty: 5248.106934
	Iteration 25Q: 3 clusters Score -5642622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5642629.000000 Penalty: 5248.106934
	Iteration 26Q: 3 clusters Score -5642629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5642631.500000 Penalty: 5248.106934
	Iteration 27Q: 3 clusters Score -5642632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5642632.000000 Penalty: 5248.106934
	Iteration 28Q: 3 clusters Score -5642632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5642633.000000 Penalty: 5248.106934
	Iteration 29Q: 3 clusters Score -5642633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5642634.500000 Penalty: 5248.106934
	Iteration 30Q: 3 clusters Score -5642634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5642633.500000 Penalty: 5248.106934
	Iteration 31Q: 3 clusters Score -5642634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5642631.500000 Penalty: 5248.106934
	Iteration 32Q: 3 clusters Score -5642632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5642634.000000 Penalty: 5248.106934
	Iteration 33Q: 3 clusters Score -5642634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5642633.000000 Penalty: 5248.106934
	Iteration 34Q: 3 clusters Score -5642633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5642633.000000 Penalty: 5248.106934
	Iteration 35F: 3 clusters Score -5642633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -355632.281250 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -355632.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -352668.500000 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -352668.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -353160.500000 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -353160.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -353313.812500 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -353313.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -353395.750000 Penalty: 3868.880859
	Iteration 3Q: 3 clusters Score -353395.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -353452.218750 Penalty: 3868.880859
	Iteration 4Q: 3 clusters Score -353452.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -353494.875000 Penalty: 3868.880859
	Iteration 5Q: 3 clusters Score -353494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -353520.781250 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -353520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -353540.000000 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -353540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -353556.562500 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -353556.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -353570.718750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -353570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -353580.937500 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -353580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -353589.531250 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -353589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -353601.062500 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -353601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -353609.750000 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -353609.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -353614.906250 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -353614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -353620.093750 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -353620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -353622.906250 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -353622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -353624.625000 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -353624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -353626.812500 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -353626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -353628.531250 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -353628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -353630.531250 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -353630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -353632.031250 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -353632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -353633.156250 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -353633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -353635.281250 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -353635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -353636.250000 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -353636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -353638.125000 Penalty: 3868.880859
	Iteration 25Q: 3 clusters Score -353638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -353638.125000 Penalty: 3868.880859
	Iteration 26F: 3 clusters Score -353638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Entering Unmasked Estep 
Score: -22558124.000000 Penalty: 2961.947510
	Iteration 0F: 2 clusters Score -2.255812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -22459008.000000 Penalty: 5923.895020
	Iteration 0F: 3 clusters Score -2.245901e+07 nChanged 73186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -22501408.000000 Penalty: 5923.895020
	Iteration 1F: 3 clusters Score -2.250141e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -22502874.000000 Penalty: 5923.895020
	Iteration 2Q: 3 clusters Score -2.250287e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -22505480.000000 Penalty: 5923.895020
	Iteration 3Q: 3 clusters Score -2.250548e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -22510536.000000 Penalty: 5923.895020
	Iteration 4F: 3 clusters Score -2.251054e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -22519450.000000 Penalty: 5923.895020
	Iteration 5F: 3 clusters Score -2.251945e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -22531676.000000 Penalty: 5923.895020
	Iteration 6F: 3 clusters Score -2.253168e+07 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -22543884.000000 Penalty: 5923.895020
	Iteration 7F: 3 clusters Score -2.254388e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149538 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -22551392.000000 Penalty: 5923.895020
	Iteration 8F: 3 clusters Score -2.255139e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22554262.000000 Penalty: 5923.895020
	Iteration 9Q: 3 clusters Score -2.255426e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22555072.000000 Penalty: 5923.895020
	Iteration 10Q: 3 clusters Score -2.255507e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22555352.000000 Penalty: 5923.895020
	Iteration 11Q: 3 clusters Score -2.255535e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22555444.000000 Penalty: 5923.895020
	Iteration 12Q: 3 clusters Score -2.255544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22555518.000000 Penalty: 5923.895020
	Iteration 13Q: 3 clusters Score -2.255552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22555544.000000 Penalty: 5923.895020
	Iteration 14Q: 3 clusters Score -2.255554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22555590.000000 Penalty: 5923.895020
	Iteration 15Q: 3 clusters Score -2.255559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22555624.000000 Penalty: 5923.895020
	Iteration 16Q: 3 clusters Score -2.255562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22555654.000000 Penalty: 5923.895020
	Iteration 17Q: 3 clusters Score -2.255565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22555656.000000 Penalty: 5923.895020
	Iteration 18Q: 3 clusters Score -2.255566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22555670.000000 Penalty: 5923.895020
	Iteration 19Q: 3 clusters Score -2.255567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22555682.000000 Penalty: 5923.895020
	Iteration 20F: 3 clusters Score -2.255568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22555696.000000 Penalty: 5923.895020
	Iteration 21Q: 3 clusters Score -2.25557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22555714.000000 Penalty: 5923.895020
	Iteration 22Q: 3 clusters Score -2.255571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22555708.000000 Penalty: 5923.895020
	Iteration 23Q: 3 clusters Score -2.255571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22555706.000000 Penalty: 5923.895020
	Iteration 24Q: 3 clusters Score -2.255571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22555718.000000 Penalty: 5923.895020
	Iteration 25Q: 3 clusters Score -2.255572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22555722.000000 Penalty: 5923.895020
	Iteration 26Q: 3 clusters Score -2.255572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22555722.000000 Penalty: 5923.895020
	Iteration 27F: 3 clusters Score -2.255572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Entering Unmasked Estep 
Score: -6043127.000000 Penalty: 2644.930176
	Iteration 0F: 2 clusters Score -6043127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -6014134.000000 Penalty: 5289.860352
	Iteration 0F: 3 clusters Score -6014134 nChanged 19707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -6025439.000000 Penalty: 5289.860352
	Iteration 1F: 3 clusters Score -6025439 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -6026708.500000 Penalty: 5289.860352
	Iteration 2F: 3 clusters Score -6026708 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -6028478.500000 Penalty: 5289.860352
	Iteration 3F: 3 clusters Score -6028478 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -6031068.000000 Penalty: 5289.860352
	Iteration 4F: 3 clusters Score -6031068 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6034228.000000 Penalty: 5289.860352
	Iteration 5F: 3 clusters Score -6034228 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6037138.000000 Penalty: 5289.860352
	Iteration 6F: 3 clusters Score -6037138 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -6039365.000000 Penalty: 5289.860352
	Iteration 7F: 3 clusters Score -6039365 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6040751.500000 Penalty: 5289.860352
	Iteration 8Q: 3 clusters Score -6040752 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -6041405.000000 Penalty: 5289.860352
	Iteration 9Q: 3 clusters Score -6041405 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -6041703.500000 Penalty: 5289.860352
	Iteration 10Q: 3 clusters Score -6041704 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -6041921.000000 Penalty: 5289.860352
	Iteration 11Q: 3 clusters Score -6041921 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -6042081.500000 Penalty: 5289.860352
	Iteration 12Q: 3 clusters Score -6042082 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -6042217.500000 Penalty: 5289.860352
	Iteration 13Q: 3 clusters Score -6042218 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -6042336.000000 Penalty: 5289.860352
	Iteration 14Q: 3 clusters Score -6042336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -6042419.000000 Penalty: 5289.860352
	Iteration 15Q: 3 clusters Score -6042419 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -6042495.500000 Penalty: 5289.860352
	Iteration 16Q: 3 clusters Score -6042496 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -6042531.000000 Penalty: 5289.860352
	Iteration 17Q: 3 clusters Score -6042531 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -6042565.500000 Penalty: 5289.860352
	Iteration 18Q: 3 clusters Score -6042566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -6042607.000000 Penalty: 5289.860352
	Iteration 19Q: 3 clusters Score -6042607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -6042623.500000 Penalty: 5289.860352
	Iteration 20F: 3 clusters Score -6042624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -6042627.500000 Penalty: 5289.860352
	Iteration 21Q: 3 clusters Score -6042628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -6042642.000000 Penalty: 5289.860352
	Iteration 22Q: 3 clusters Score -6042642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -6042652.000000 Penalty: 5289.860352
	Iteration 23Q: 3 clusters Score -6042652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -6042660.000000 Penalty: 5289.860352
	Iteration 24Q: 3 clusters Score -6042660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6042665.000000 Penalty: 5289.860352
	Iteration 25Q: 3 clusters Score -6042665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -6042673.000000 Penalty: 5289.860352
	Iteration 26Q: 3 clusters Score -6042673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -6042677.500000 Penalty: 5289.860352
	Iteration 27Q: 3 clusters Score -6042678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -6042687.000000 Penalty: 5289.860352
	Iteration 28Q: 3 clusters Score -6042687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -6042684.000000 Penalty: 5289.860352
	Iteration 29Q: 3 clusters Score -6042684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -6042691.000000 Penalty: 5289.860352
	Iteration 30Q: 3 clusters Score -6042691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -6042699.500000 Penalty: 5289.860352
	Iteration 31Q: 3 clusters Score -6042700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -6042699.000000 Penalty: 5289.860352
	Iteration 32Q: 3 clusters Score -6042699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -6042707.000000 Penalty: 5289.860352
	Iteration 33Q: 3 clusters Score -6042707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -6042708.500000 Penalty: 5289.860352
	Iteration 34Q: 3 clusters Score -6042708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6042700.000000 Penalty: 5289.860352
	Iteration 35Q: 3 clusters Score -6042700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -6042703.000000 Penalty: 5289.860352
	Iteration 36Q: 3 clusters Score -6042703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6042698.500000 Penalty: 5289.860352
	Iteration 37Q: 3 clusters Score -6042698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6042700.500000 Penalty: 5289.860352
	Iteration 38Q: 3 clusters Score -6042700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -6042700.500000 Penalty: 5289.860352
	Iteration 39Q: 3 clusters Score -6042700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -6042701.500000 Penalty: 5289.860352
	Iteration 40F: 3 clusters Score -6042702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -6042705.500000 Penalty: 5289.860352
	Iteration 41Q: 3 clusters Score -6042706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -6042710.000000 Penalty: 5289.860352
	Iteration 42Q: 3 clusters Score -6042710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -6042708.000000 Penalty: 5289.860352
	Iteration 43Q: 3 clusters Score -6042708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -6042712.500000 Penalty: 5289.860352
	Iteration 44Q: 3 clusters Score -6042712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -6042709.000000 Penalty: 5289.860352
	Iteration 45Q: 3 clusters Score -6042709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6042712.500000 Penalty: 5289.860352
	Iteration 46Q: 3 clusters Score -6042712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -6042714.000000 Penalty: 5289.860352
	Iteration 47Q: 3 clusters Score -6042714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6042711.000000 Penalty: 5289.860352
	Iteration 48Q: 3 clusters Score -6042711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -6042712.000000 Penalty: 5289.860352
	Iteration 49Q: 3 clusters Score -6042712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6042709.500000 Penalty: 5289.860352
	Iteration 50Q: 3 clusters Score -6042710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -6042705.000000 Penalty: 5289.860352
	Iteration 51Q: 3 clusters Score -6042705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -6042704.000000 Penalty: 5289.860352
	Iteration 52Q: 3 clusters Score -6042704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6042705.000000 Penalty: 5289.860352
	Iteration 53Q: 3 clusters Score -6042705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -6042702.500000 Penalty: 5289.860352
	Iteration 54Q: 3 clusters Score -6042702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -6042708.500000 Penalty: 5289.860352
	Iteration 55Q: 3 clusters Score -6042708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -6042706.500000 Penalty: 5289.860352
	Iteration 56Q: 3 clusters Score -6042706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -6042706.500000 Penalty: 5289.860352
	Iteration 57Q: 3 clusters Score -6042706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6042705.500000 Penalty: 5289.860352
	Iteration 58Q: 3 clusters Score -6042706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6042701.000000 Penalty: 5289.860352
	Iteration 59Q: 3 clusters Score -6042701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -6042697.000000 Penalty: 5289.860352
	Iteration 60F: 3 clusters Score -6042697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -692799.250000 Penalty: 2122.514648
	Iteration 0F: 2 clusters Score -692799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -688179.000000 Penalty: 4245.029297
	Iteration 0F: 3 clusters Score -688179 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -689388.937500 Penalty: 4245.029297
	Iteration 1F: 3 clusters Score -689388.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -689687.562500 Penalty: 4245.029297
	Iteration 2F: 3 clusters Score -689687.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -689874.625000 Penalty: 4245.029297
	Iteration 3F: 3 clusters Score -689874.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -690017.687500 Penalty: 4245.029297
	Iteration 4Q: 3 clusters Score -690017.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -690137.125000 Penalty: 4245.029297
	Iteration 5Q: 3 clusters Score -690137.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -690222.750000 Penalty: 4245.029297
	Iteration 6Q: 3 clusters Score -690222.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -690293.312500 Penalty: 4245.029297
	Iteration 7Q: 3 clusters Score -690293.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -690356.625000 Penalty: 4245.029297
	Iteration 8Q: 3 clusters Score -690356.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -690411.812500 Penalty: 4245.029297
	Iteration 9Q: 3 clusters Score -690411.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -690463.562500 Penalty: 4245.029297
	Iteration 10Q: 3 clusters Score -690463.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -690517.437500 Penalty: 4245.029297
	Iteration 11Q: 3 clusters Score -690517.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -690562.500000 Penalty: 4245.029297
	Iteration 12Q: 3 clusters Score -690562.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -690602.187500 Penalty: 4245.029297
	Iteration 13Q: 3 clusters Score -690602.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -690647.625000 Penalty: 4245.029297
	Iteration 14Q: 3 clusters Score -690647.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -690683.937500 Penalty: 4245.029297
	Iteration 15Q: 3 clusters Score -690683.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -690719.062500 Penalty: 4245.029297
	Iteration 16Q: 3 clusters Score -690719.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -690749.625000 Penalty: 4245.029297
	Iteration 17Q: 3 clusters Score -690749.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -690773.687500 Penalty: 4245.029297
	Iteration 18Q: 3 clusters Score -690773.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -690791.437500 Penalty: 4245.029297
	Iteration 19Q: 3 clusters Score -690791.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -690807.000000 Penalty: 4245.029297
	Iteration 20F: 3 clusters Score -690807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -690824.750000 Penalty: 4245.029297
	Iteration 21Q: 3 clusters Score -690824.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -690838.562500 Penalty: 4245.029297
	Iteration 22Q: 3 clusters Score -690838.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -690855.500000 Penalty: 4245.029297
	Iteration 23Q: 3 clusters Score -690855.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -690868.937500 Penalty: 4245.029297
	Iteration 24Q: 3 clusters Score -690868.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -690881.625000 Penalty: 4245.029297
	Iteration 25Q: 3 clusters Score -690881.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -690892.500000 Penalty: 4245.029297
	Iteration 26Q: 3 clusters Score -690892.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -690903.187500 Penalty: 4245.029297
	Iteration 27Q: 3 clusters Score -690903.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -690917.687500 Penalty: 4245.029297
	Iteration 28Q: 3 clusters Score -690917.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -690934.437500 Penalty: 4245.029297
	Iteration 29Q: 3 clusters Score -690934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -690943.750000 Penalty: 4245.029297
	Iteration 30Q: 3 clusters Score -690943.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -690951.937500 Penalty: 4245.029297
	Iteration 31Q: 3 clusters Score -690951.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -690961.875000 Penalty: 4245.029297
	Iteration 32Q: 3 clusters Score -690961.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -690967.437500 Penalty: 4245.029297
	Iteration 33Q: 3 clusters Score -690967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -690972.250000 Penalty: 4245.029297
	Iteration 34Q: 3 clusters Score -690972.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -690982.812500 Penalty: 4245.029297
	Iteration 35Q: 3 clusters Score -690982.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -690994.375000 Penalty: 4245.029297
	Iteration 36Q: 3 clusters Score -690994.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -691007.187500 Penalty: 4245.029297
	Iteration 37Q: 3 clusters Score -691007.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -691018.937500 Penalty: 4245.029297
	Iteration 38Q: 3 clusters Score -691018.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -691031.125000 Penalty: 4245.029297
	Iteration 39Q: 3 clusters Score -691031.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -691038.625000 Penalty: 4245.029297
	Iteration 40F: 3 clusters Score -691038.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -691045.875000 Penalty: 4245.029297
	Iteration 41Q: 3 clusters Score -691045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -691047.312500 Penalty: 4245.029297
	Iteration 42Q: 3 clusters Score -691047.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -691051.750000 Penalty: 4245.029297
	Iteration 43Q: 3 clusters Score -691051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -691056.750000 Penalty: 4245.029297
	Iteration 44Q: 3 clusters Score -691056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -691061.250000 Penalty: 4245.029297
	Iteration 45Q: 3 clusters Score -691061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -691065.875000 Penalty: 4245.029297
	Iteration 46Q: 3 clusters Score -691065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -691067.562500 Penalty: 4245.029297
	Iteration 47Q: 3 clusters Score -691067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -691069.500000 Penalty: 4245.029297
	Iteration 48Q: 3 clusters Score -691069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -691072.062500 Penalty: 4245.029297
	Iteration 49Q: 3 clusters Score -691072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -691072.875000 Penalty: 4245.029297
	Iteration 50Q: 3 clusters Score -691072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -691073.000000 Penalty: 4245.029297
	Iteration 51Q: 3 clusters Score -691073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -691073.500000 Penalty: 4245.029297
	Iteration 52Q: 3 clusters Score -691073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -691077.187500 Penalty: 4245.029297
	Iteration 53Q: 3 clusters Score -691077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -691077.062500 Penalty: 4245.029297
	Iteration 54Q: 3 clusters Score -691077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -691077.062500 Penalty: 4245.029297
	Iteration 55F: 3 clusters Score -691077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Entering Unmasked Estep 
Score: -6310006.500000 Penalty: 2650.925049
	Iteration 0F: 2 clusters Score -6310006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -6280453.000000 Penalty: 5301.850098
	Iteration 0F: 3 clusters Score -6280453 nChanged 20058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -6291340.000000 Penalty: 5301.850098
	Iteration 1F: 3 clusters Score -6291340 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6291749.500000 Penalty: 5301.850098
	Iteration 2Q: 3 clusters Score -6291750 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -6292099.000000 Penalty: 5301.850098
	Iteration 3Q: 3 clusters Score -6292099 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -6292439.500000 Penalty: 5301.850098
	Iteration 4Q: 3 clusters Score -6292440 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6292821.500000 Penalty: 5301.850098
	Iteration 5Q: 3 clusters Score -6292822 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -6293231.000000 Penalty: 5301.850098
	Iteration 6Q: 3 clusters Score -6293231 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6293692.000000 Penalty: 5301.850098
	Iteration 7Q: 3 clusters Score -6293692 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6294343.000000 Penalty: 5301.850098
	Iteration 8Q: 3 clusters Score -6294343 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -6295136.500000 Penalty: 5301.850098
	Iteration 9Q: 3 clusters Score -6295136 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6295975.500000 Penalty: 5301.850098
	Iteration 10Q: 3 clusters Score -6295976 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -6296826.500000 Penalty: 5301.850098
	Iteration 11Q: 3 clusters Score -6296826 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6297672.000000 Penalty: 5301.850098
	Iteration 12Q: 3 clusters Score -6297672 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6298501.500000 Penalty: 5301.850098
	Iteration 13Q: 3 clusters Score -6298502 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -6299240.000000 Penalty: 5301.850098
	Iteration 14Q: 3 clusters Score -6299240 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -6299823.500000 Penalty: 5301.850098
	Iteration 15Q: 3 clusters Score -6299824 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -6300340.500000 Penalty: 5301.850098
	Iteration 16Q: 3 clusters Score -6300340 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6300882.000000 Penalty: 5301.850098
	Iteration 17Q: 3 clusters Score -6300882 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6301368.000000 Penalty: 5301.850098
	Iteration 18Q: 3 clusters Score -6301368 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6301909.500000 Penalty: 5301.850098
	Iteration 19Q: 3 clusters Score -6301910 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6302450.000000 Penalty: 5301.850098
	Iteration 20F: 3 clusters Score -6302450 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6303024.000000 Penalty: 5301.850098
	Iteration 21Q: 3 clusters Score -6303024 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -6303543.500000 Penalty: 5301.850098
	Iteration 22Q: 3 clusters Score -6303544 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6304070.500000 Penalty: 5301.850098
	Iteration 23Q: 3 clusters Score -6304070 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6304589.500000 Penalty: 5301.850098
	Iteration 24Q: 3 clusters Score -6304590 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -6305085.000000 Penalty: 5301.850098
	Iteration 25Q: 3 clusters Score -6305085 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6305463.500000 Penalty: 5301.850098
	Iteration 26Q: 3 clusters Score -6305464 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -6305756.000000 Penalty: 5301.850098
	Iteration 27Q: 3 clusters Score -6305756 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -6306064.000000 Penalty: 5301.850098
	Iteration 28Q: 3 clusters Score -6306064 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6306314.000000 Penalty: 5301.850098
	Iteration 29Q: 3 clusters Score -6306314 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6306526.500000 Penalty: 5301.850098
	Iteration 30Q: 3 clusters Score -6306526 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6306704.000000 Penalty: 5301.850098
	Iteration 31Q: 3 clusters Score -6306704 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6306888.000000 Penalty: 5301.850098
	Iteration 32Q: 3 clusters Score -6306888 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6307031.000000 Penalty: 5301.850098
	Iteration 33Q: 3 clusters Score -6307031 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6307159.500000 Penalty: 5301.850098
	Iteration 34Q: 3 clusters Score -6307160 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6307252.500000 Penalty: 5301.850098
	Iteration 35Q: 3 clusters Score -6307252 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6307338.500000 Penalty: 5301.850098
	Iteration 36Q: 3 clusters Score -6307338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6307409.000000 Penalty: 5301.850098
	Iteration 37Q: 3 clusters Score -6307409 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6307467.500000 Penalty: 5301.850098
	Iteration 38Q: 3 clusters Score -6307468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6307517.000000 Penalty: 5301.850098
	Iteration 39Q: 3 clusters Score -6307517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6307556.000000 Penalty: 5301.850098
	Iteration 40F: 3 clusters Score -6307556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6307595.500000 Penalty: 5301.850098
	Iteration 41Q: 3 clusters Score -6307596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6307620.000000 Penalty: 5301.850098
	Iteration 42Q: 3 clusters Score -6307620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6307648.000000 Penalty: 5301.850098
	Iteration 43Q: 3 clusters Score -6307648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6307672.000000 Penalty: 5301.850098
	Iteration 44Q: 3 clusters Score -6307672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6307709.000000 Penalty: 5301.850098
	Iteration 45Q: 3 clusters Score -6307709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6307727.000000 Penalty: 5301.850098
	Iteration 46Q: 3 clusters Score -6307727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6307744.500000 Penalty: 5301.850098
	Iteration 47Q: 3 clusters Score -6307744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6307752.500000 Penalty: 5301.850098
	Iteration 48Q: 3 clusters Score -6307752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6307763.000000 Penalty: 5301.850098
	Iteration 49Q: 3 clusters Score -6307763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6307773.500000 Penalty: 5301.850098
	Iteration 50Q: 3 clusters Score -6307774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6307790.000000 Penalty: 5301.850098
	Iteration 51Q: 3 clusters Score -6307790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6307792.500000 Penalty: 5301.850098
	Iteration 52Q: 3 clusters Score -6307792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6307804.000000 Penalty: 5301.850098
	Iteration 53Q: 3 clusters Score -6307804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6307802.000000 Penalty: 5301.850098
	Iteration 54Q: 3 clusters Score -6307802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6307814.000000 Penalty: 5301.850098
	Iteration 55Q: 3 clusters Score -6307814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6307822.500000 Penalty: 5301.850098
	Iteration 56Q: 3 clusters Score -6307822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6307824.000000 Penalty: 5301.850098
	Iteration 57Q: 3 clusters Score -6307824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6307831.500000 Penalty: 5301.850098
	Iteration 58Q: 3 clusters Score -6307832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6307838.500000 Penalty: 5301.850098
	Iteration 59Q: 3 clusters Score -6307838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6307839.000000 Penalty: 5301.850098
	Iteration 60F: 3 clusters Score -6307839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6307837.500000 Penalty: 5301.850098
	Iteration 61Q: 3 clusters Score -6307838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6307842.000000 Penalty: 5301.850098
	Iteration 62Q: 3 clusters Score -6307842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6307843.000000 Penalty: 5301.850098
	Iteration 63Q: 3 clusters Score -6307843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6307847.000000 Penalty: 5301.850098
	Iteration 64Q: 3 clusters Score -6307847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6307839.000000 Penalty: 5301.850098
	Iteration 65Q: 3 clusters Score -6307839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6307839.000000 Penalty: 5301.850098
	Iteration 66F: 3 clusters Score -6307839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Entering Unmasked Estep 
Score: -7763227.500000 Penalty: 2695.433350
	Iteration 0F: 2 clusters Score -7763228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7727800.000000 Penalty: 5390.866699
	Iteration 0F: 3 clusters Score -7727800 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -7741552.000000 Penalty: 5390.866699
	Iteration 1F: 3 clusters Score -7741552 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7742144.500000 Penalty: 5390.866699
	Iteration 2Q: 3 clusters Score -7742144 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -7742628.500000 Penalty: 5390.866699
	Iteration 3Q: 3 clusters Score -7742628 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -7743255.500000 Penalty: 5390.866699
	Iteration 4Q: 3 clusters Score -7743256 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -7743990.500000 Penalty: 5390.866699
	Iteration 5Q: 3 clusters Score -7743990 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7744954.500000 Penalty: 5390.866699
	Iteration 6Q: 3 clusters Score -7744954 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -7746522.000000 Penalty: 5390.866699
	Iteration 7F: 3 clusters Score -7746522 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -7748626.500000 Penalty: 5390.866699
	Iteration 8F: 3 clusters Score -7748626 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -7751354.500000 Penalty: 5390.866699
	Iteration 9F: 3 clusters Score -7751354 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -7754182.500000 Penalty: 5390.866699
	Iteration 10F: 3 clusters Score -7754182 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -7756467.500000 Penalty: 5390.866699
	Iteration 11Q: 3 clusters Score -7756468 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7757930.500000 Penalty: 5390.866699
	Iteration 12Q: 3 clusters Score -7757930 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -7758595.000000 Penalty: 5390.866699
	Iteration 13Q: 3 clusters Score -7758595 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7759008.500000 Penalty: 5390.866699
	Iteration 14Q: 3 clusters Score -7759008 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7759284.500000 Penalty: 5390.866699
	Iteration 15Q: 3 clusters Score -7759284 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -7759554.000000 Penalty: 5390.866699
	Iteration 16Q: 3 clusters Score -7759554 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7759690.500000 Penalty: 5390.866699
	Iteration 17Q: 3 clusters Score -7759690 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7759848.500000 Penalty: 5390.866699
	Iteration 18Q: 3 clusters Score -7759848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7759987.500000 Penalty: 5390.866699
	Iteration 19Q: 3 clusters Score -7759988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7760105.000000 Penalty: 5390.866699
	Iteration 20F: 3 clusters Score -7760105 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7760205.500000 Penalty: 5390.866699
	Iteration 21Q: 3 clusters Score -7760206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7760293.500000 Penalty: 5390.866699
	Iteration 22Q: 3 clusters Score -7760294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7760356.000000 Penalty: 5390.866699
	Iteration 23Q: 3 clusters Score -7760356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7760437.000000 Penalty: 5390.866699
	Iteration 24Q: 3 clusters Score -7760437 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7760496.500000 Penalty: 5390.866699
	Iteration 25Q: 3 clusters Score -7760496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7760548.000000 Penalty: 5390.866699
	Iteration 26Q: 3 clusters Score -7760548 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7760616.000000 Penalty: 5390.866699
	Iteration 27Q: 3 clusters Score -7760616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7760649.000000 Penalty: 5390.866699
	Iteration 28Q: 3 clusters Score -7760649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7760688.500000 Penalty: 5390.866699
	Iteration 29Q: 3 clusters Score -7760688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7760714.500000 Penalty: 5390.866699
	Iteration 30Q: 3 clusters Score -7760714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7760751.000000 Penalty: 5390.866699
	Iteration 31Q: 3 clusters Score -7760751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7760786.500000 Penalty: 5390.866699
	Iteration 32Q: 3 clusters Score -7760786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7760795.000000 Penalty: 5390.866699
	Iteration 33Q: 3 clusters Score -7760795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7760822.000000 Penalty: 5390.866699
	Iteration 34Q: 3 clusters Score -7760822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7760851.500000 Penalty: 5390.866699
	Iteration 35Q: 3 clusters Score -7760852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7760860.500000 Penalty: 5390.866699
	Iteration 36Q: 3 clusters Score -7760860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7760865.000000 Penalty: 5390.866699
	Iteration 37Q: 3 clusters Score -7760865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7760879.000000 Penalty: 5390.866699
	Iteration 38Q: 3 clusters Score -7760879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7760883.500000 Penalty: 5390.866699
	Iteration 39Q: 3 clusters Score -7760884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7760892.500000 Penalty: 5390.866699
	Iteration 40F: 3 clusters Score -7760892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7760899.000000 Penalty: 5390.866699
	Iteration 41Q: 3 clusters Score -7760899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7760914.000000 Penalty: 5390.866699
	Iteration 42Q: 3 clusters Score -7760914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7760917.500000 Penalty: 5390.866699
	Iteration 43Q: 3 clusters Score -7760918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7760924.000000 Penalty: 5390.866699
	Iteration 44Q: 3 clusters Score -7760924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7760938.500000 Penalty: 5390.866699
	Iteration 45Q: 3 clusters Score -7760938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7760939.500000 Penalty: 5390.866699
	Iteration 46Q: 3 clusters Score -7760940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7760942.000000 Penalty: 5390.866699
	Iteration 47Q: 3 clusters Score -7760942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7760952.500000 Penalty: 5390.866699
	Iteration 48Q: 3 clusters Score -7760952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7760949.000000 Penalty: 5390.866699
	Iteration 49Q: 3 clusters Score -7760949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7760953.500000 Penalty: 5390.866699
	Iteration 50Q: 3 clusters Score -7760954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7760967.500000 Penalty: 5390.866699
	Iteration 51Q: 3 clusters Score -7760968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7760974.500000 Penalty: 5390.866699
	Iteration 52Q: 3 clusters Score -7760974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7760977.000000 Penalty: 5390.866699
	Iteration 53Q: 3 clusters Score -7760977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7760982.000000 Penalty: 5390.866699
	Iteration 54Q: 3 clusters Score -7760982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7760982.000000 Penalty: 5390.866699
	Iteration 55Q: 3 clusters Score -7760982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7760982.500000 Penalty: 5390.866699
	Iteration 56Q: 3 clusters Score -7760982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7760985.000000 Penalty: 5390.866699
	Iteration 57Q: 3 clusters Score -7760985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7760983.000000 Penalty: 5390.866699
	Iteration 58Q: 3 clusters Score -7760983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7760977.000000 Penalty: 5390.866699
	Iteration 59Q: 3 clusters Score -7760977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7760987.500000 Penalty: 5390.866699
	Iteration 60F: 3 clusters Score -7760988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7760991.500000 Penalty: 5390.866699
	Iteration 61Q: 3 clusters Score -7760992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7760989.500000 Penalty: 5390.866699
	Iteration 62Q: 3 clusters Score -7760990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7760983.500000 Penalty: 5390.866699
	Iteration 63Q: 3 clusters Score -7760984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7760989.000000 Penalty: 5390.866699
	Iteration 64Q: 3 clusters Score -7760989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7760987.500000 Penalty: 5390.866699
	Iteration 65Q: 3 clusters Score -7760988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7760987.000000 Penalty: 5390.866699
	Iteration 66Q: 3 clusters Score -7760987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7760981.000000 Penalty: 5390.866699
	Iteration 67Q: 3 clusters Score -7760981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7760978.000000 Penalty: 5390.866699
	Iteration 68Q: 3 clusters Score -7760978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7760983.500000 Penalty: 5390.866699
	Iteration 69Q: 3 clusters Score -7760984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7760990.500000 Penalty: 5390.866699
	Iteration 70Q: 3 clusters Score -7760990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7760992.500000 Penalty: 5390.866699
	Iteration 71Q: 3 clusters Score -7760992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7760995.000000 Penalty: 5390.866699
	Iteration 72Q: 3 clusters Score -7760995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7760994.500000 Penalty: 5390.866699
	Iteration 73Q: 3 clusters Score -7760994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7760994.500000 Penalty: 5390.866699
	Iteration 74F: 3 clusters Score -7760994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32617.464844 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32617.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31405.207031 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31405.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31606.738281 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31606.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31743.367188 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -31743.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31777.117188 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31777.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31801.636719 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31801.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31831.099609 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31887.785156 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31887.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31895.347656 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -31895.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31895.347656 Penalty: 2807.103027
	Iteration 8F: 3 clusters Score -31895.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Entering Unmasked Estep 
Score: -5124661.000000 Penalty: 2591.511230
	Iteration 0F: 2 clusters Score -5124661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -5101154.500000 Penalty: 5183.022461
	Iteration 0F: 3 clusters Score -5101154 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -5109831.500000 Penalty: 5183.022461
	Iteration 1F: 3 clusters Score -5109832 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5110446.000000 Penalty: 5183.022461
	Iteration 2Q: 3 clusters Score -5110446 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5110985.000000 Penalty: 5183.022461
	Iteration 3Q: 3 clusters Score -5110985 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5111596.000000 Penalty: 5183.022461
	Iteration 4Q: 3 clusters Score -5111596 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5112398.000000 Penalty: 5183.022461
	Iteration 5Q: 3 clusters Score -5112398 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5113493.500000 Penalty: 5183.022461
	Iteration 6F: 3 clusters Score -5113494 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5115042.500000 Penalty: 5183.022461
	Iteration 7F: 3 clusters Score -5115042 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5116891.000000 Penalty: 5183.022461
	Iteration 8F: 3 clusters Score -5116891 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -5118661.500000 Penalty: 5183.022461
	Iteration 9F: 3 clusters Score -5118662 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5119917.500000 Penalty: 5183.022461
	Iteration 10Q: 3 clusters Score -5119918 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5120559.500000 Penalty: 5183.022461
	Iteration 11Q: 3 clusters Score -5120560 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5120866.000000 Penalty: 5183.022461
	Iteration 12Q: 3 clusters Score -5120866 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5121086.500000 Penalty: 5183.022461
	Iteration 13Q: 3 clusters Score -5121086 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5121236.500000 Penalty: 5183.022461
	Iteration 14Q: 3 clusters Score -5121236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5121396.000000 Penalty: 5183.022461
	Iteration 15Q: 3 clusters Score -5121396 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5121505.000000 Penalty: 5183.022461
	Iteration 16Q: 3 clusters Score -5121505 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5121621.500000 Penalty: 5183.022461
	Iteration 17Q: 3 clusters Score -5121622 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5121729.500000 Penalty: 5183.022461
	Iteration 18Q: 3 clusters Score -5121730 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5121806.500000 Penalty: 5183.022461
	Iteration 19Q: 3 clusters Score -5121806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5121882.500000 Penalty: 5183.022461
	Iteration 20F: 3 clusters Score -5121882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5121943.000000 Penalty: 5183.022461
	Iteration 21Q: 3 clusters Score -5121943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5121990.500000 Penalty: 5183.022461
	Iteration 22Q: 3 clusters Score -5121990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5122033.500000 Penalty: 5183.022461
	Iteration 23Q: 3 clusters Score -5122034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5122073.000000 Penalty: 5183.022461
	Iteration 24Q: 3 clusters Score -5122073 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5122094.500000 Penalty: 5183.022461
	Iteration 25Q: 3 clusters Score -5122094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5122132.000000 Penalty: 5183.022461
	Iteration 26Q: 3 clusters Score -5122132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5122158.000000 Penalty: 5183.022461
	Iteration 27Q: 3 clusters Score -5122158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5122177.500000 Penalty: 5183.022461
	Iteration 28Q: 3 clusters Score -5122178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5122193.000000 Penalty: 5183.022461
	Iteration 29Q: 3 clusters Score -5122193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5122210.000000 Penalty: 5183.022461
	Iteration 30Q: 3 clusters Score -5122210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5122223.500000 Penalty: 5183.022461
	Iteration 31Q: 3 clusters Score -5122224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5122241.500000 Penalty: 5183.022461
	Iteration 32Q: 3 clusters Score -5122242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5122257.500000 Penalty: 5183.022461
	Iteration 33Q: 3 clusters Score -5122258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5122271.500000 Penalty: 5183.022461
	Iteration 34Q: 3 clusters Score -5122272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5122278.000000 Penalty: 5183.022461
	Iteration 35Q: 3 clusters Score -5122278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5122283.000000 Penalty: 5183.022461
	Iteration 36Q: 3 clusters Score -5122283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5122294.500000 Penalty: 5183.022461
	Iteration 37Q: 3 clusters Score -5122294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5122310.500000 Penalty: 5183.022461
	Iteration 38Q: 3 clusters Score -5122310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5122316.500000 Penalty: 5183.022461
	Iteration 39Q: 3 clusters Score -5122316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5122321.000000 Penalty: 5183.022461
	Iteration 40F: 3 clusters Score -5122321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5122324.500000 Penalty: 5183.022461
	Iteration 41Q: 3 clusters Score -5122324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5122329.500000 Penalty: 5183.022461
	Iteration 42Q: 3 clusters Score -5122330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5122335.000000 Penalty: 5183.022461
	Iteration 43Q: 3 clusters Score -5122335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5122343.000000 Penalty: 5183.022461
	Iteration 44Q: 3 clusters Score -5122343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5122350.500000 Penalty: 5183.022461
	Iteration 45Q: 3 clusters Score -5122350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5122349.500000 Penalty: 5183.022461
	Iteration 46Q: 3 clusters Score -5122350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5122353.000000 Penalty: 5183.022461
	Iteration 47Q: 3 clusters Score -5122353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5122365.500000 Penalty: 5183.022461
	Iteration 48Q: 3 clusters Score -5122366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5122367.000000 Penalty: 5183.022461
	Iteration 49Q: 3 clusters Score -5122367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5122375.500000 Penalty: 5183.022461
	Iteration 50Q: 3 clusters Score -5122376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5122368.500000 Penalty: 5183.022461
	Iteration 51Q: 3 clusters Score -5122368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5122377.500000 Penalty: 5183.022461
	Iteration 52Q: 3 clusters Score -5122378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5122383.000000 Penalty: 5183.022461
	Iteration 53Q: 3 clusters Score -5122383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5122392.500000 Penalty: 5183.022461
	Iteration 54Q: 3 clusters Score -5122392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5122401.500000 Penalty: 5183.022461
	Iteration 55Q: 3 clusters Score -5122402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5122406.500000 Penalty: 5183.022461
	Iteration 56Q: 3 clusters Score -5122406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5122414.500000 Penalty: 5183.022461
	Iteration 57Q: 3 clusters Score -5122414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5122413.500000 Penalty: 5183.022461
	Iteration 58Q: 3 clusters Score -5122414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5122412.000000 Penalty: 5183.022461
	Iteration 59Q: 3 clusters Score -5122412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5122412.000000 Penalty: 5183.022461
	Iteration 60F: 3 clusters Score -5122412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5122413.000000 Penalty: 5183.022461
	Iteration 61Q: 3 clusters Score -5122413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5122416.000000 Penalty: 5183.022461
	Iteration 62Q: 3 clusters Score -5122416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5122417.000000 Penalty: 5183.022461
	Iteration 63Q: 3 clusters Score -5122417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5122415.000000 Penalty: 5183.022461
	Iteration 64Q: 3 clusters Score -5122415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5122403.500000 Penalty: 5183.022461
	Iteration 65Q: 3 clusters Score -5122404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5122413.500000 Penalty: 5183.022461
	Iteration 66Q: 3 clusters Score -5122414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5122412.500000 Penalty: 5183.022461
	Iteration 67Q: 3 clusters Score -5122412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5122415.000000 Penalty: 5183.022461
	Iteration 68Q: 3 clusters Score -5122415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5122418.500000 Penalty: 5183.022461
	Iteration 69Q: 3 clusters Score -5122418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5122417.000000 Penalty: 5183.022461
	Iteration 70Q: 3 clusters Score -5122417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5122416.000000 Penalty: 5183.022461
	Iteration 71Q: 3 clusters Score -5122416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5122414.000000 Penalty: 5183.022461
	Iteration 72Q: 3 clusters Score -5122414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5122414.500000 Penalty: 5183.022461
	Iteration 73Q: 3 clusters Score -5122414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5122414.500000 Penalty: 5183.022461
	Iteration 74F: 3 clusters Score -5122414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Entering Unmasked Estep 
Score: -16630419.000000 Penalty: 2885.438721
	Iteration 0F: 2 clusters Score -1.663042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -16557138.000000 Penalty: 5770.877441
	Iteration 0F: 3 clusters Score -1.655714e+07 nChanged 53760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -16588297.000000 Penalty: 5770.877441
	Iteration 1F: 3 clusters Score -1.65883e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -16589115.000000 Penalty: 5770.877441
	Iteration 2Q: 3 clusters Score -1.658912e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -16589786.000000 Penalty: 5770.877441
	Iteration 3Q: 3 clusters Score -1.658979e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -16590996.000000 Penalty: 5770.877441
	Iteration 4Q: 3 clusters Score -1.6591e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -16592533.000000 Penalty: 5770.877441
	Iteration 5Q: 3 clusters Score -1.659253e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -16594537.000000 Penalty: 5770.877441
	Iteration 6Q: 3 clusters Score -1.659454e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -16597390.000000 Penalty: 5770.877441
	Iteration 7Q: 3 clusters Score -1.659739e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -16601112.000000 Penalty: 5770.877441
	Iteration 8F: 3 clusters Score -1.660111e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -16606656.000000 Penalty: 5770.877441
	Iteration 9F: 3 clusters Score -1.660666e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -16613401.000000 Penalty: 5770.877441
	Iteration 10F: 3 clusters Score -1.66134e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -16619132.000000 Penalty: 5770.877441
	Iteration 11F: 3 clusters Score -1.661913e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -16623104.000000 Penalty: 5770.877441
	Iteration 12F: 3 clusters Score -1.66231e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -16625705.000000 Penalty: 5770.877441
	Iteration 13Q: 3 clusters Score -1.66257e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -16627744.000000 Penalty: 5770.877441
	Iteration 14Q: 3 clusters Score -1.662774e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -16629095.000000 Penalty: 5770.877441
	Iteration 15Q: 3 clusters Score -1.66291e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -16630042.000000 Penalty: 5770.877441
	Iteration 16Q: 3 clusters Score -1.663004e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -16630541.000000 Penalty: 5770.877441
	Iteration 17Q: 3 clusters Score -1.663054e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -16630720.000000 Penalty: 5770.877441
	Iteration 18Q: 3 clusters Score -1.663072e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -16630920.000000 Penalty: 5770.877441
	Iteration 19Q: 3 clusters Score -1.663092e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -16631034.000000 Penalty: 5770.877441
	Iteration 20F: 3 clusters Score -1.663103e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -16631116.000000 Penalty: 5770.877441
	Iteration 21Q: 3 clusters Score -1.663112e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -16631159.000000 Penalty: 5770.877441
	Iteration 22Q: 3 clusters Score -1.663116e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -16631180.000000 Penalty: 5770.877441
	Iteration 23Q: 3 clusters Score -1.663118e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -16631188.000000 Penalty: 5770.877441
	Iteration 24Q: 3 clusters Score -1.663119e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -16631216.000000 Penalty: 5770.877441
	Iteration 25Q: 3 clusters Score -1.663122e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -16631243.000000 Penalty: 5770.877441
	Iteration 26Q: 3 clusters Score -1.663124e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -16631269.000000 Penalty: 5770.877441
	Iteration 27Q: 3 clusters Score -1.663127e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -16631282.000000 Penalty: 5770.877441
	Iteration 28Q: 3 clusters Score -1.663128e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -16631307.000000 Penalty: 5770.877441
	Iteration 29Q: 3 clusters Score -1.663131e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -16631313.000000 Penalty: 5770.877441
	Iteration 30Q: 3 clusters Score -1.663131e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -16631323.000000 Penalty: 5770.877441
	Iteration 31Q: 3 clusters Score -1.663132e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -16631355.000000 Penalty: 5770.877441
	Iteration 32Q: 3 clusters Score -1.663136e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -16631354.000000 Penalty: 5770.877441
	Iteration 33Q: 3 clusters Score -1.663135e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -16631312.000000 Penalty: 5770.877441
	Iteration 34Q: 3 clusters Score -1.663131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -16631324.000000 Penalty: 5770.877441
	Iteration 35Q: 3 clusters Score -1.663132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -16631328.000000 Penalty: 5770.877441
	Iteration 36Q: 3 clusters Score -1.663133e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -16631341.000000 Penalty: 5770.877441
	Iteration 37Q: 3 clusters Score -1.663134e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -16631370.000000 Penalty: 5770.877441
	Iteration 38Q: 3 clusters Score -1.663137e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -16631350.000000 Penalty: 5770.877441
	Iteration 39Q: 3 clusters Score -1.663135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -16631355.000000 Penalty: 5770.877441
	Iteration 40F: 3 clusters Score -1.663136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -16631369.000000 Penalty: 5770.877441
	Iteration 41Q: 3 clusters Score -1.663137e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -16631392.000000 Penalty: 5770.877441
	Iteration 42Q: 3 clusters Score -1.663139e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -16631410.000000 Penalty: 5770.877441
	Iteration 43Q: 3 clusters Score -1.663141e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -16631432.000000 Penalty: 5770.877441
	Iteration 44Q: 3 clusters Score -1.663143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -16631416.000000 Penalty: 5770.877441
	Iteration 45Q: 3 clusters Score -1.663142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -16631425.000000 Penalty: 5770.877441
	Iteration 46Q: 3 clusters Score -1.663142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -16631424.000000 Penalty: 5770.877441
	Iteration 47Q: 3 clusters Score -1.663142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -16631410.000000 Penalty: 5770.877441
	Iteration 48Q: 3 clusters Score -1.663141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -16631420.000000 Penalty: 5770.877441
	Iteration 49Q: 3 clusters Score -1.663142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -16631397.000000 Penalty: 5770.877441
	Iteration 50Q: 3 clusters Score -1.66314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -16631415.000000 Penalty: 5770.877441
	Iteration 51Q: 3 clusters Score -1.663142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -16631408.000000 Penalty: 5770.877441
	Iteration 52Q: 3 clusters Score -1.663141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -16631422.000000 Penalty: 5770.877441
	Iteration 53Q: 3 clusters Score -1.663142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -16631427.000000 Penalty: 5770.877441
	Iteration 54Q: 3 clusters Score -1.663143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -16631420.000000 Penalty: 5770.877441
	Iteration 55Q: 3 clusters Score -1.663142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -16631418.000000 Penalty: 5770.877441
	Iteration 56Q: 3 clusters Score -1.663142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -16631417.000000 Penalty: 5770.877441
	Iteration 57Q: 3 clusters Score -1.663142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -16631413.000000 Penalty: 5770.877441
	Iteration 58Q: 3 clusters Score -1.663141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -16631421.000000 Penalty: 5770.877441
	Iteration 59Q: 3 clusters Score -1.663142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -16631441.000000 Penalty: 5770.877441
	Iteration 60F: 3 clusters Score -1.663144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -16631429.000000 Penalty: 5770.877441
	Iteration 61Q: 3 clusters Score -1.663143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -16631426.000000 Penalty: 5770.877441
	Iteration 62Q: 3 clusters Score -1.663143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -16631419.000000 Penalty: 5770.877441
	Iteration 63Q: 3 clusters Score -1.663142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -16631418.000000 Penalty: 5770.877441
	Iteration 64Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -16631417.000000 Penalty: 5770.877441
	Iteration 65Q: 3 clusters Score -1.663142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -16631421.000000 Penalty: 5770.877441
	Iteration 66Q: 3 clusters Score -1.663142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -16631414.000000 Penalty: 5770.877441
	Iteration 67Q: 3 clusters Score -1.663141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -16631402.000000 Penalty: 5770.877441
	Iteration 68Q: 3 clusters Score -1.66314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -16631404.000000 Penalty: 5770.877441
	Iteration 69Q: 3 clusters Score -1.66314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -16631399.000000 Penalty: 5770.877441
	Iteration 70Q: 3 clusters Score -1.66314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -16631405.000000 Penalty: 5770.877441
	Iteration 71Q: 3 clusters Score -1.66314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -16631408.000000 Penalty: 5770.877441
	Iteration 72Q: 3 clusters Score -1.663141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -16631402.000000 Penalty: 5770.877441
	Iteration 73Q: 3 clusters Score -1.66314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -16631386.000000 Penalty: 5770.877441
	Iteration 74Q: 3 clusters Score -1.663139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -16631376.000000 Penalty: 5770.877441
	Iteration 75Q: 3 clusters Score -1.663138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -16631389.000000 Penalty: 5770.877441
	Iteration 76Q: 3 clusters Score -1.663139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -16631397.000000 Penalty: 5770.877441
	Iteration 77Q: 3 clusters Score -1.66314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -16631398.000000 Penalty: 5770.877441
	Iteration 78Q: 3 clusters Score -1.66314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -16631403.000000 Penalty: 5770.877441
	Iteration 79Q: 3 clusters Score -1.66314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -16631402.000000 Penalty: 5770.877441
	Iteration 80F: 3 clusters Score -1.66314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -16631386.000000 Penalty: 5770.877441
	Iteration 81Q: 3 clusters Score -1.663139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -16631416.000000 Penalty: 5770.877441
	Iteration 82Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -16631403.000000 Penalty: 5770.877441
	Iteration 83Q: 3 clusters Score -1.66314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -16631412.000000 Penalty: 5770.877441
	Iteration 84Q: 3 clusters Score -1.663141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -16631412.000000 Penalty: 5770.877441
	Iteration 85Q: 3 clusters Score -1.663141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -16631419.000000 Penalty: 5770.877441
	Iteration 86Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -16631440.000000 Penalty: 5770.877441
	Iteration 87Q: 3 clusters Score -1.663144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -16631444.000000 Penalty: 5770.877441
	Iteration 88Q: 3 clusters Score -1.663144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -16631421.000000 Penalty: 5770.877441
	Iteration 89Q: 3 clusters Score -1.663142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -16631418.000000 Penalty: 5770.877441
	Iteration 90Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -16631415.000000 Penalty: 5770.877441
	Iteration 91Q: 3 clusters Score -1.663142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -16631416.000000 Penalty: 5770.877441
	Iteration 92Q: 3 clusters Score -1.663142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -16631413.000000 Penalty: 5770.877441
	Iteration 93Q: 3 clusters Score -1.663141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -16631426.000000 Penalty: 5770.877441
	Iteration 94Q: 3 clusters Score -1.663143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -16631441.000000 Penalty: 5770.877441
	Iteration 95Q: 3 clusters Score -1.663144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -16631441.000000 Penalty: 5770.877441
	Iteration 96Q: 3 clusters Score -1.663144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -16631442.000000 Penalty: 5770.877441
	Iteration 97Q: 3 clusters Score -1.663144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -16631418.000000 Penalty: 5770.877441
	Iteration 98Q: 3 clusters Score -1.663142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -16631435.000000 Penalty: 5770.877441
	Iteration 99Q: 3 clusters Score -1.663144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -16631426.000000 Penalty: 5770.877441
	Iteration 100F: 3 clusters Score -1.663143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16631429.000000 Penalty: 5770.877441
	Iteration 101Q: 3 clusters Score -1.663143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -16631430.000000 Penalty: 5770.877441
	Iteration 102Q: 3 clusters Score -1.663143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -16631446.000000 Penalty: 5770.877441
	Iteration 103Q: 3 clusters Score -1.663145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -16631443.000000 Penalty: 5770.877441
	Iteration 104Q: 3 clusters Score -1.663144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -16631439.000000 Penalty: 5770.877441
	Iteration 105Q: 3 clusters Score -1.663144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -16631424.000000 Penalty: 5770.877441
	Iteration 106Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -16631441.000000 Penalty: 5770.877441
	Iteration 107Q: 3 clusters Score -1.663144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -16631435.000000 Penalty: 5770.877441
	Iteration 108Q: 3 clusters Score -1.663144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -16631421.000000 Penalty: 5770.877441
	Iteration 109Q: 3 clusters Score -1.663142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -16631432.000000 Penalty: 5770.877441
	Iteration 110Q: 3 clusters Score -1.663143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -16631440.000000 Penalty: 5770.877441
	Iteration 111Q: 3 clusters Score -1.663144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -16631426.000000 Penalty: 5770.877441
	Iteration 112Q: 3 clusters Score -1.663143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -16631426.000000 Penalty: 5770.877441
	Iteration 113Q: 3 clusters Score -1.663143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -16631417.000000 Penalty: 5770.877441
	Iteration 114Q: 3 clusters Score -1.663142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -16631423.000000 Penalty: 5770.877441
	Iteration 115Q: 3 clusters Score -1.663142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -16631421.000000 Penalty: 5770.877441
	Iteration 116Q: 3 clusters Score -1.663142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -16631422.000000 Penalty: 5770.877441
	Iteration 117Q: 3 clusters Score -1.663142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -16631430.000000 Penalty: 5770.877441
	Iteration 118Q: 3 clusters Score -1.663143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -16631416.000000 Penalty: 5770.877441
	Iteration 119Q: 3 clusters Score -1.663142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -16631417.000000 Penalty: 5770.877441
	Iteration 120F: 3 clusters Score -1.663142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -16631431.000000 Penalty: 5770.877441
	Iteration 121Q: 3 clusters Score -1.663143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -16631430.000000 Penalty: 5770.877441
	Iteration 122Q: 3 clusters Score -1.663143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -16631448.000000 Penalty: 5770.877441
	Iteration 123Q: 3 clusters Score -1.663145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -16631442.000000 Penalty: 5770.877441
	Iteration 124Q: 3 clusters Score -1.663144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -16631432.000000 Penalty: 5770.877441
	Iteration 125Q: 3 clusters Score -1.663143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -16631432.000000 Penalty: 5770.877441
	Iteration 126Q: 3 clusters Score -1.663143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -16631431.000000 Penalty: 5770.877441
	Iteration 127Q: 3 clusters Score -1.663143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -16631431.000000 Penalty: 5770.877441
	Iteration 128Q: 3 clusters Score -1.663143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -16631441.000000 Penalty: 5770.877441
	Iteration 129Q: 3 clusters Score -1.663144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -16631429.000000 Penalty: 5770.877441
	Iteration 130Q: 3 clusters Score -1.663143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -16631430.000000 Penalty: 5770.877441
	Iteration 131Q: 3 clusters Score -1.663143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -16631430.000000 Penalty: 5770.877441
	Iteration 132F: 3 clusters Score -1.663143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153789 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43880 members 
Mstep: Class 8 contains 52506 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34532 members 
Mstep: Class 11 contains 74695 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 32094 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 142839 members 
Mstep: Class 27 contains 32782 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 38270 members 
Entering Unmasked Estep 
Score: -128944384.000000 Penalty: 108851.484375
Splitting cluster 11 changes total score from -128942472.000000 to -128944384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -61900.191406 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -61900.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60399.351562 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -60399.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60545.390625 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -60545.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60587.230469 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -60587.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60599.660156 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -60599.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60599.660156 Penalty: 3022.410645
	Iteration 4F: 3 clusters Score -60599.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -895435.875000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -895435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -889919.562500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -889919.6 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -891432.187500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -891432.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -891821.062500 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -891821.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -892089.937500 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -892089.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -892333.187500 Penalty: 4362.083008
	Iteration 4F: 3 clusters Score -892333.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -892559.750000 Penalty: 4362.083008
	Iteration 5F: 3 clusters Score -892559.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -892759.687500 Penalty: 4362.083008
	Iteration 6Q: 3 clusters Score -892759.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -892964.437500 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -892964.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -893178.625000 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -893178.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -893376.687500 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -893376.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -893540.687500 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -893540.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -893670.937500 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -893670.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -893779.437500 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -893779.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -893866.187500 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -893866.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -893957.250000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -893957.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -894043.375000 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -894043.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -894115.062500 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -894115.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -894149.562500 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -894149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -894169.125000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -894169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -894181.812500 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -894181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -894184.625000 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -894184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -894188.812500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -894188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -894193.250000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -894193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -894193.812500 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -894193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -894196.062500 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -894196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -894198.125000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -894198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -894198.125000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -894198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -894197.812500 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -894197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -894197.812500 Penalty: 4362.083008
	Iteration 28F: 3 clusters Score -894197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Entering Unmasked Estep 
Score: -7686399.500000 Penalty: 2694.268799
	Iteration 0F: 2 clusters Score -7686400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -7651329.500000 Penalty: 5388.537598
	Iteration 0F: 3 clusters Score -7651330 nChanged 24238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7664603.500000 Penalty: 5388.537598
	Iteration 1F: 3 clusters Score -7664604 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -7665237.000000 Penalty: 5388.537598
	Iteration 2Q: 3 clusters Score -7665237 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -7665832.000000 Penalty: 5388.537598
	Iteration 3Q: 3 clusters Score -7665832 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -7666479.000000 Penalty: 5388.537598
	Iteration 4Q: 3 clusters Score -7666479 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -7667220.000000 Penalty: 5388.537598
	Iteration 5Q: 3 clusters Score -7667220 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7668006.000000 Penalty: 5388.537598
	Iteration 6Q: 3 clusters Score -7668006 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -7668876.500000 Penalty: 5388.537598
	Iteration 7Q: 3 clusters Score -7668876 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -7669891.500000 Penalty: 5388.537598
	Iteration 8Q: 3 clusters Score -7669892 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -7670983.500000 Penalty: 5388.537598
	Iteration 9Q: 3 clusters Score -7670984 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -7672169.000000 Penalty: 5388.537598
	Iteration 10Q: 3 clusters Score -7672169 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7673312.000000 Penalty: 5388.537598
	Iteration 11Q: 3 clusters Score -7673312 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -7674503.000000 Penalty: 5388.537598
	Iteration 12Q: 3 clusters Score -7674503 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7675467.000000 Penalty: 5388.537598
	Iteration 13Q: 3 clusters Score -7675467 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -7676220.500000 Penalty: 5388.537598
	Iteration 14Q: 3 clusters Score -7676220 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7676622.500000 Penalty: 5388.537598
	Iteration 15Q: 3 clusters Score -7676622 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7676908.000000 Penalty: 5388.537598
	Iteration 16Q: 3 clusters Score -7676908 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -7677045.500000 Penalty: 5388.537598
	Iteration 17Q: 3 clusters Score -7677046 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -7677145.500000 Penalty: 5388.537598
	Iteration 18Q: 3 clusters Score -7677146 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7677223.000000 Penalty: 5388.537598
	Iteration 19Q: 3 clusters Score -7677223 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -7677248.000000 Penalty: 5388.537598
	Iteration 20F: 3 clusters Score -7677248 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7677305.000000 Penalty: 5388.537598
	Iteration 21Q: 3 clusters Score -7677305 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -7677319.000000 Penalty: 5388.537598
	Iteration 22Q: 3 clusters Score -7677319 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -7677331.000000 Penalty: 5388.537598
	Iteration 23Q: 3 clusters Score -7677331 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7677338.500000 Penalty: 5388.537598
	Iteration 24Q: 3 clusters Score -7677338 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -7677368.500000 Penalty: 5388.537598
	Iteration 25Q: 3 clusters Score -7677368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -7677406.500000 Penalty: 5388.537598
	Iteration 26Q: 3 clusters Score -7677406 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -7677455.000000 Penalty: 5388.537598
	Iteration 27Q: 3 clusters Score -7677455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7677462.000000 Penalty: 5388.537598
	Iteration 28Q: 3 clusters Score -7677462 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -7677464.000000 Penalty: 5388.537598
	Iteration 29Q: 3 clusters Score -7677464 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -7677492.000000 Penalty: 5388.537598
	Iteration 30Q: 3 clusters Score -7677492 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -7677510.000000 Penalty: 5388.537598
	Iteration 31Q: 3 clusters Score -7677510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7677530.000000 Penalty: 5388.537598
	Iteration 32Q: 3 clusters Score -7677530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -7677544.500000 Penalty: 5388.537598
	Iteration 33Q: 3 clusters Score -7677544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -7677586.000000 Penalty: 5388.537598
	Iteration 34Q: 3 clusters Score -7677586 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -7677605.500000 Penalty: 5388.537598
	Iteration 35Q: 3 clusters Score -7677606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -7677627.500000 Penalty: 5388.537598
	Iteration 36Q: 3 clusters Score -7677628 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -7677646.000000 Penalty: 5388.537598
	Iteration 37Q: 3 clusters Score -7677646 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -7677663.500000 Penalty: 5388.537598
	Iteration 38Q: 3 clusters Score -7677664 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -7677685.500000 Penalty: 5388.537598
	Iteration 39Q: 3 clusters Score -7677686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -7677701.500000 Penalty: 5388.537598
	Iteration 40F: 3 clusters Score -7677702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -7677702.000000 Penalty: 5388.537598
	Iteration 41Q: 3 clusters Score -7677702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -7677723.500000 Penalty: 5388.537598
	Iteration 42Q: 3 clusters Score -7677724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -7677709.500000 Penalty: 5388.537598
	Iteration 43Q: 3 clusters Score -7677710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -7677748.500000 Penalty: 5388.537598
	Iteration 44Q: 3 clusters Score -7677748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -7677762.500000 Penalty: 5388.537598
	Iteration 45Q: 3 clusters Score -7677762 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7677798.000000 Penalty: 5388.537598
	Iteration 46Q: 3 clusters Score -7677798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -7677800.000000 Penalty: 5388.537598
	Iteration 47Q: 3 clusters Score -7677800 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -7677833.500000 Penalty: 5388.537598
	Iteration 48Q: 3 clusters Score -7677834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -7677849.500000 Penalty: 5388.537598
	Iteration 49Q: 3 clusters Score -7677850 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7677819.500000 Penalty: 5388.537598
	Iteration 50Q: 3 clusters Score -7677820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -7677828.000000 Penalty: 5388.537598
	Iteration 51Q: 3 clusters Score -7677828 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7677845.000000 Penalty: 5388.537598
	Iteration 52Q: 3 clusters Score -7677845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7677875.000000 Penalty: 5388.537598
	Iteration 53Q: 3 clusters Score -7677875 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -7677884.500000 Penalty: 5388.537598
	Iteration 54Q: 3 clusters Score -7677884 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -7677927.500000 Penalty: 5388.537598
	Iteration 55Q: 3 clusters Score -7677928 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -7677977.000000 Penalty: 5388.537598
	Iteration 56Q: 3 clusters Score -7677977 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7677984.500000 Penalty: 5388.537598
	Iteration 57Q: 3 clusters Score -7677984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -7677983.500000 Penalty: 5388.537598
	Iteration 58Q: 3 clusters Score -7677984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -7678008.500000 Penalty: 5388.537598
	Iteration 59Q: 3 clusters Score -7678008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -7678006.000000 Penalty: 5388.537598
	Iteration 60F: 3 clusters Score -7678006 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -7678006.500000 Penalty: 5388.537598
	Iteration 61Q: 3 clusters Score -7678006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -7678024.000000 Penalty: 5388.537598
	Iteration 62Q: 3 clusters Score -7678024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -7678058.500000 Penalty: 5388.537598
	Iteration 63Q: 3 clusters Score -7678058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -7678091.500000 Penalty: 5388.537598
	Iteration 64Q: 3 clusters Score -7678092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -7678117.500000 Penalty: 5388.537598
	Iteration 65Q: 3 clusters Score -7678118 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7678121.500000 Penalty: 5388.537598
	Iteration 66Q: 3 clusters Score -7678122 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -7678177.500000 Penalty: 5388.537598
	Iteration 67Q: 3 clusters Score -7678178 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -7678198.500000 Penalty: 5388.537598
	Iteration 68Q: 3 clusters Score -7678198 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -7678254.500000 Penalty: 5388.537598
	Iteration 69Q: 3 clusters Score -7678254 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -7678268.500000 Penalty: 5388.537598
	Iteration 70Q: 3 clusters Score -7678268 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7678326.000000 Penalty: 5388.537598
	Iteration 71Q: 3 clusters Score -7678326 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -7678360.000000 Penalty: 5388.537598
	Iteration 72Q: 3 clusters Score -7678360 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7678435.500000 Penalty: 5388.537598
	Iteration 73Q: 3 clusters Score -7678436 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7678515.000000 Penalty: 5388.537598
	Iteration 74Q: 3 clusters Score -7678515 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -7678581.000000 Penalty: 5388.537598
	Iteration 75Q: 3 clusters Score -7678581 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -7678629.500000 Penalty: 5388.537598
	Iteration 76Q: 3 clusters Score -7678630 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7678757.000000 Penalty: 5388.537598
	Iteration 77Q: 3 clusters Score -7678757 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -7678831.500000 Penalty: 5388.537598
	Iteration 78Q: 3 clusters Score -7678832 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7678935.000000 Penalty: 5388.537598
	Iteration 79Q: 3 clusters Score -7678935 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7679084.500000 Penalty: 5388.537598
	Iteration 80F: 3 clusters Score -7679084 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7679241.500000 Penalty: 5388.537598
	Iteration 81Q: 3 clusters Score -7679242 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -7679409.500000 Penalty: 5388.537598
	Iteration 82Q: 3 clusters Score -7679410 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -7679546.000000 Penalty: 5388.537598
	Iteration 83Q: 3 clusters Score -7679546 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7679749.500000 Penalty: 5388.537598
	Iteration 84Q: 3 clusters Score -7679750 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7679975.000000 Penalty: 5388.537598
	Iteration 85Q: 3 clusters Score -7679975 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -7680200.500000 Penalty: 5388.537598
	Iteration 86Q: 3 clusters Score -7680200 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -7680461.500000 Penalty: 5388.537598
	Iteration 87Q: 3 clusters Score -7680462 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -7680783.500000 Penalty: 5388.537598
	Iteration 88Q: 3 clusters Score -7680784 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -7681127.000000 Penalty: 5388.537598
	Iteration 89Q: 3 clusters Score -7681127 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -7681482.500000 Penalty: 5388.537598
	Iteration 90Q: 3 clusters Score -7681482 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -7681843.000000 Penalty: 5388.537598
	Iteration 91Q: 3 clusters Score -7681843 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -7682114.000000 Penalty: 5388.537598
	Iteration 92Q: 3 clusters Score -7682114 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -7682463.000000 Penalty: 5388.537598
	Iteration 93Q: 3 clusters Score -7682463 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7682742.500000 Penalty: 5388.537598
	Iteration 94Q: 3 clusters Score -7682742 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -7682990.500000 Penalty: 5388.537598
	Iteration 95Q: 3 clusters Score -7682990 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -7683186.500000 Penalty: 5388.537598
	Iteration 96Q: 3 clusters Score -7683186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -7683356.000000 Penalty: 5388.537598
	Iteration 97Q: 3 clusters Score -7683356 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -7683552.500000 Penalty: 5388.537598
	Iteration 98Q: 3 clusters Score -7683552 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -7683684.500000 Penalty: 5388.537598
	Iteration 99Q: 3 clusters Score -7683684 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -7683815.000000 Penalty: 5388.537598
	Iteration 100F: 3 clusters Score -7683815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -7683883.500000 Penalty: 5388.537598
	Iteration 101Q: 3 clusters Score -7683884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -7683936.500000 Penalty: 5388.537598
	Iteration 102Q: 3 clusters Score -7683936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7683978.500000 Penalty: 5388.537598
	Iteration 103Q: 3 clusters Score -7683978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -7684030.500000 Penalty: 5388.537598
	Iteration 104Q: 3 clusters Score -7684030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -7684044.500000 Penalty: 5388.537598
	Iteration 105Q: 3 clusters Score -7684044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -7684062.000000 Penalty: 5388.537598
	Iteration 106Q: 3 clusters Score -7684062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -7684075.500000 Penalty: 5388.537598
	Iteration 107Q: 3 clusters Score -7684076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -7684081.000000 Penalty: 5388.537598
	Iteration 108Q: 3 clusters Score -7684081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -7684100.500000 Penalty: 5388.537598
	Iteration 109Q: 3 clusters Score -7684100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -7684095.500000 Penalty: 5388.537598
	Iteration 110Q: 3 clusters Score -7684096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -7684100.500000 Penalty: 5388.537598
	Iteration 111Q: 3 clusters Score -7684100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7684103.500000 Penalty: 5388.537598
	Iteration 112Q: 3 clusters Score -7684104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -7684097.500000 Penalty: 5388.537598
	Iteration 113Q: 3 clusters Score -7684098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -7684112.500000 Penalty: 5388.537598
	Iteration 114Q: 3 clusters Score -7684112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7684125.500000 Penalty: 5388.537598
	Iteration 115Q: 3 clusters Score -7684126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -7684129.500000 Penalty: 5388.537598
	Iteration 116Q: 3 clusters Score -7684130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -7684144.500000 Penalty: 5388.537598
	Iteration 117Q: 3 clusters Score -7684144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7684146.000000 Penalty: 5388.537598
	Iteration 118Q: 3 clusters Score -7684146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -7684158.000000 Penalty: 5388.537598
	Iteration 119Q: 3 clusters Score -7684158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -7684164.500000 Penalty: 5388.537598
	Iteration 120F: 3 clusters Score -7684164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -7684167.500000 Penalty: 5388.537598
	Iteration 121Q: 3 clusters Score -7684168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -7684169.500000 Penalty: 5388.537598
	Iteration 122Q: 3 clusters Score -7684170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7684171.500000 Penalty: 5388.537598
	Iteration 123Q: 3 clusters Score -7684172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -7684177.000000 Penalty: 5388.537598
	Iteration 124Q: 3 clusters Score -7684177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -7684172.000000 Penalty: 5388.537598
	Iteration 125Q: 3 clusters Score -7684172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7684172.500000 Penalty: 5388.537598
	Iteration 126Q: 3 clusters Score -7684172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7684172.500000 Penalty: 5388.537598
	Iteration 127F: 3 clusters Score -7684172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Entering Unmasked Estep 
Score: -4603536.500000 Penalty: 2573.353271
	Iteration 0F: 2 clusters Score -4603536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4581628.000000 Penalty: 5146.706543
	Iteration 0F: 3 clusters Score -4581628 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4589511.000000 Penalty: 5146.706543
	Iteration 1F: 3 clusters Score -4589511 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4590281.000000 Penalty: 5146.706543
	Iteration 2F: 3 clusters Score -4590281 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4591276.500000 Penalty: 5146.706543
	Iteration 3F: 3 clusters Score -4591276 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4592803.500000 Penalty: 5146.706543
	Iteration 4F: 3 clusters Score -4592804 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4594614.500000 Penalty: 5146.706543
	Iteration 5F: 3 clusters Score -4594614 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -4596377.000000 Penalty: 5146.706543
	Iteration 6F: 3 clusters Score -4596377 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4597847.500000 Penalty: 5146.706543
	Iteration 7F: 3 clusters Score -4597848 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4598986.000000 Penalty: 5146.706543
	Iteration 8Q: 3 clusters Score -4598986 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4599876.000000 Penalty: 5146.706543
	Iteration 9Q: 3 clusters Score -4599876 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4600503.000000 Penalty: 5146.706543
	Iteration 10Q: 3 clusters Score -4600503 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4600982.000000 Penalty: 5146.706543
	Iteration 11Q: 3 clusters Score -4600982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4601341.000000 Penalty: 5146.706543
	Iteration 12Q: 3 clusters Score -4601341 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4601548.000000 Penalty: 5146.706543
	Iteration 13Q: 3 clusters Score -4601548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4601633.500000 Penalty: 5146.706543
	Iteration 14Q: 3 clusters Score -4601634 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4601726.500000 Penalty: 5146.706543
	Iteration 15Q: 3 clusters Score -4601726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4601767.500000 Penalty: 5146.706543
	Iteration 16Q: 3 clusters Score -4601768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4601808.500000 Penalty: 5146.706543
	Iteration 17Q: 3 clusters Score -4601808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4601835.000000 Penalty: 5146.706543
	Iteration 18Q: 3 clusters Score -4601835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4601849.500000 Penalty: 5146.706543
	Iteration 19Q: 3 clusters Score -4601850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4601860.000000 Penalty: 5146.706543
	Iteration 20F: 3 clusters Score -4601860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4601872.500000 Penalty: 5146.706543
	Iteration 21Q: 3 clusters Score -4601872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4601878.500000 Penalty: 5146.706543
	Iteration 22Q: 3 clusters Score -4601878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4601892.000000 Penalty: 5146.706543
	Iteration 23Q: 3 clusters Score -4601892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4601897.000000 Penalty: 5146.706543
	Iteration 24Q: 3 clusters Score -4601897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4601908.500000 Penalty: 5146.706543
	Iteration 25Q: 3 clusters Score -4601908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4601909.500000 Penalty: 5146.706543
	Iteration 26Q: 3 clusters Score -4601910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4601912.000000 Penalty: 5146.706543
	Iteration 27Q: 3 clusters Score -4601912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4601918.500000 Penalty: 5146.706543
	Iteration 28Q: 3 clusters Score -4601918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4601915.500000 Penalty: 5146.706543
	Iteration 29Q: 3 clusters Score -4601916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4601918.000000 Penalty: 5146.706543
	Iteration 30Q: 3 clusters Score -4601918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4601916.500000 Penalty: 5146.706543
	Iteration 31Q: 3 clusters Score -4601916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4601918.000000 Penalty: 5146.706543
	Iteration 32Q: 3 clusters Score -4601918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4601918.000000 Penalty: 5146.706543
	Iteration 33F: 3 clusters Score -4601918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Entering Unmasked Estep 
Score: -5981678.000000 Penalty: 2630.788818
	Iteration 0F: 2 clusters Score -5981678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5954315.500000 Penalty: 5261.577637
	Iteration 0F: 3 clusters Score -5954316 nChanged 18408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5964463.500000 Penalty: 5261.577637
	Iteration 1F: 3 clusters Score -5964464 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5964975.000000 Penalty: 5261.577637
	Iteration 2Q: 3 clusters Score -5964975 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5965389.000000 Penalty: 5261.577637
	Iteration 3Q: 3 clusters Score -5965389 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5965771.500000 Penalty: 5261.577637
	Iteration 4Q: 3 clusters Score -5965772 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5966218.000000 Penalty: 5261.577637
	Iteration 5Q: 3 clusters Score -5966218 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5966776.500000 Penalty: 5261.577637
	Iteration 6Q: 3 clusters Score -5966776 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5967600.500000 Penalty: 5261.577637
	Iteration 7Q: 3 clusters Score -5967600 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -5968768.500000 Penalty: 5261.577637
	Iteration 8F: 3 clusters Score -5968768 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5970358.000000 Penalty: 5261.577637
	Iteration 9F: 3 clusters Score -5970358 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -5972441.000000 Penalty: 5261.577637
	Iteration 10F: 3 clusters Score -5972441 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -5974678.000000 Penalty: 5261.577637
	Iteration 11F: 3 clusters Score -5974678 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -5976369.000000 Penalty: 5261.577637
	Iteration 12Q: 3 clusters Score -5976369 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5977330.500000 Penalty: 5261.577637
	Iteration 13Q: 3 clusters Score -5977330 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5977807.500000 Penalty: 5261.577637
	Iteration 14Q: 3 clusters Score -5977808 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5978102.500000 Penalty: 5261.577637
	Iteration 15Q: 3 clusters Score -5978102 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5978292.500000 Penalty: 5261.577637
	Iteration 16Q: 3 clusters Score -5978292 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5978479.500000 Penalty: 5261.577637
	Iteration 17Q: 3 clusters Score -5978480 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5978641.000000 Penalty: 5261.577637
	Iteration 18Q: 3 clusters Score -5978641 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5978761.500000 Penalty: 5261.577637
	Iteration 19Q: 3 clusters Score -5978762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5978883.000000 Penalty: 5261.577637
	Iteration 20F: 3 clusters Score -5978883 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5978942.500000 Penalty: 5261.577637
	Iteration 21Q: 3 clusters Score -5978942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5979001.500000 Penalty: 5261.577637
	Iteration 22Q: 3 clusters Score -5979002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5979075.500000 Penalty: 5261.577637
	Iteration 23Q: 3 clusters Score -5979076 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5979130.000000 Penalty: 5261.577637
	Iteration 24Q: 3 clusters Score -5979130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5979181.500000 Penalty: 5261.577637
	Iteration 25Q: 3 clusters Score -5979182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5979223.500000 Penalty: 5261.577637
	Iteration 26Q: 3 clusters Score -5979224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5979243.000000 Penalty: 5261.577637
	Iteration 27Q: 3 clusters Score -5979243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -5979259.000000 Penalty: 5261.577637
	Iteration 28Q: 3 clusters Score -5979259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5979284.000000 Penalty: 5261.577637
	Iteration 29Q: 3 clusters Score -5979284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5979289.000000 Penalty: 5261.577637
	Iteration 30Q: 3 clusters Score -5979289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5979324.500000 Penalty: 5261.577637
	Iteration 31Q: 3 clusters Score -5979324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5979316.000000 Penalty: 5261.577637
	Iteration 32Q: 3 clusters Score -5979316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -5979321.000000 Penalty: 5261.577637
	Iteration 33Q: 3 clusters Score -5979321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5979323.000000 Penalty: 5261.577637
	Iteration 34Q: 3 clusters Score -5979323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5979339.500000 Penalty: 5261.577637
	Iteration 35Q: 3 clusters Score -5979340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5979346.500000 Penalty: 5261.577637
	Iteration 36Q: 3 clusters Score -5979346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5979356.000000 Penalty: 5261.577637
	Iteration 37Q: 3 clusters Score -5979356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5979352.000000 Penalty: 5261.577637
	Iteration 38Q: 3 clusters Score -5979352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5979361.500000 Penalty: 5261.577637
	Iteration 39Q: 3 clusters Score -5979362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5979359.500000 Penalty: 5261.577637
	Iteration 40F: 3 clusters Score -5979360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5979354.500000 Penalty: 5261.577637
	Iteration 41Q: 3 clusters Score -5979354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5979360.000000 Penalty: 5261.577637
	Iteration 42Q: 3 clusters Score -5979360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -5979366.500000 Penalty: 5261.577637
	Iteration 43Q: 3 clusters Score -5979366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5979361.500000 Penalty: 5261.577637
	Iteration 44Q: 3 clusters Score -5979362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5979372.000000 Penalty: 5261.577637
	Iteration 45Q: 3 clusters Score -5979372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5979375.500000 Penalty: 5261.577637
	Iteration 46Q: 3 clusters Score -5979376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -5979385.500000 Penalty: 5261.577637
	Iteration 47Q: 3 clusters Score -5979386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5979393.000000 Penalty: 5261.577637
	Iteration 48Q: 3 clusters Score -5979393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -5979395.500000 Penalty: 5261.577637
	Iteration 49Q: 3 clusters Score -5979396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5979394.500000 Penalty: 5261.577637
	Iteration 50Q: 3 clusters Score -5979394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5979387.000000 Penalty: 5261.577637
	Iteration 51Q: 3 clusters Score -5979387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5979387.000000 Penalty: 5261.577637
	Iteration 52F: 3 clusters Score -5979387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -1801873.875000 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -1801874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1792404.125000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -1792404 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1795333.625000 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -1795334 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1795685.375000 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -1795685 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1795935.125000 Penalty: 4693.746094
	Iteration 3Q: 3 clusters Score -1795935 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1796114.125000 Penalty: 4693.746094
	Iteration 4Q: 3 clusters Score -1796114 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1796280.000000 Penalty: 4693.746094
	Iteration 5Q: 3 clusters Score -1796280 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1796406.375000 Penalty: 4693.746094
	Iteration 6Q: 3 clusters Score -1796406 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1796532.500000 Penalty: 4693.746094
	Iteration 7Q: 3 clusters Score -1796532 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1796674.625000 Penalty: 4693.746094
	Iteration 8Q: 3 clusters Score -1796675 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1796824.500000 Penalty: 4693.746094
	Iteration 9Q: 3 clusters Score -1796824 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1796980.000000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -1796980 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1797108.750000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -1797109 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1797225.750000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -1797226 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1797331.625000 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -1797332 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1797455.500000 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -1797456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1797581.250000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -1797581 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1797717.750000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -1797718 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1797871.500000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -1797872 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1797992.500000 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -1797992 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1798104.500000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -1798104 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1798213.875000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -1798214 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1798327.375000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -1798327 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1798426.000000 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -1798426 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1798505.500000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -1798506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1798583.250000 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -1798583 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1798647.750000 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -1798648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1798691.250000 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -1798691 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1798727.125000 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -1798727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1798762.250000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -1798762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1798786.375000 Penalty: 4693.746094
	Iteration 29Q: 3 clusters Score -1798786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1798825.375000 Penalty: 4693.746094
	Iteration 30Q: 3 clusters Score -1798825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1798851.000000 Penalty: 4693.746094
	Iteration 31Q: 3 clusters Score -1798851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1798887.625000 Penalty: 4693.746094
	Iteration 32Q: 3 clusters Score -1798888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1798923.000000 Penalty: 4693.746094
	Iteration 33Q: 3 clusters Score -1798923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1798953.125000 Penalty: 4693.746094
	Iteration 34Q: 3 clusters Score -1798953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1798987.375000 Penalty: 4693.746094
	Iteration 35Q: 3 clusters Score -1798987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1799012.000000 Penalty: 4693.746094
	Iteration 36Q: 3 clusters Score -1799012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1799045.000000 Penalty: 4693.746094
	Iteration 37Q: 3 clusters Score -1799045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1799075.000000 Penalty: 4693.746094
	Iteration 38Q: 3 clusters Score -1799075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1799100.375000 Penalty: 4693.746094
	Iteration 39Q: 3 clusters Score -1799100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1799133.250000 Penalty: 4693.746094
	Iteration 40F: 3 clusters Score -1799133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1799166.875000 Penalty: 4693.746094
	Iteration 41Q: 3 clusters Score -1799167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1799190.375000 Penalty: 4693.746094
	Iteration 42Q: 3 clusters Score -1799190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1799215.750000 Penalty: 4693.746094
	Iteration 43Q: 3 clusters Score -1799216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1799233.500000 Penalty: 4693.746094
	Iteration 44Q: 3 clusters Score -1799234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1799258.625000 Penalty: 4693.746094
	Iteration 45Q: 3 clusters Score -1799259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1799285.250000 Penalty: 4693.746094
	Iteration 46Q: 3 clusters Score -1799285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1799306.500000 Penalty: 4693.746094
	Iteration 47Q: 3 clusters Score -1799306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1799329.250000 Penalty: 4693.746094
	Iteration 48Q: 3 clusters Score -1799329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1799347.000000 Penalty: 4693.746094
	Iteration 49Q: 3 clusters Score -1799347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1799369.250000 Penalty: 4693.746094
	Iteration 50Q: 3 clusters Score -1799369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1799392.250000 Penalty: 4693.746094
	Iteration 51Q: 3 clusters Score -1799392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1799418.250000 Penalty: 4693.746094
	Iteration 52Q: 3 clusters Score -1799418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1799445.125000 Penalty: 4693.746094
	Iteration 53Q: 3 clusters Score -1799445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1799468.875000 Penalty: 4693.746094
	Iteration 54Q: 3 clusters Score -1799469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1799485.625000 Penalty: 4693.746094
	Iteration 55Q: 3 clusters Score -1799486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1799501.250000 Penalty: 4693.746094
	Iteration 56Q: 3 clusters Score -1799501 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1799518.500000 Penalty: 4693.746094
	Iteration 57Q: 3 clusters Score -1799518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1799542.125000 Penalty: 4693.746094
	Iteration 58Q: 3 clusters Score -1799542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1799564.750000 Penalty: 4693.746094
	Iteration 59Q: 3 clusters Score -1799565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1799575.000000 Penalty: 4693.746094
	Iteration 60F: 3 clusters Score -1799575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1799601.125000 Penalty: 4693.746094
	Iteration 61Q: 3 clusters Score -1799601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1799618.250000 Penalty: 4693.746094
	Iteration 62Q: 3 clusters Score -1799618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1799624.250000 Penalty: 4693.746094
	Iteration 63Q: 3 clusters Score -1799624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1799638.000000 Penalty: 4693.746094
	Iteration 64Q: 3 clusters Score -1799638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1799651.375000 Penalty: 4693.746094
	Iteration 65Q: 3 clusters Score -1799651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1799673.875000 Penalty: 4693.746094
	Iteration 66Q: 3 clusters Score -1799674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1799687.375000 Penalty: 4693.746094
	Iteration 67Q: 3 clusters Score -1799687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1799704.250000 Penalty: 4693.746094
	Iteration 68Q: 3 clusters Score -1799704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1799709.000000 Penalty: 4693.746094
	Iteration 69Q: 3 clusters Score -1799709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1799727.375000 Penalty: 4693.746094
	Iteration 70Q: 3 clusters Score -1799727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1799745.875000 Penalty: 4693.746094
	Iteration 71Q: 3 clusters Score -1799746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1799762.125000 Penalty: 4693.746094
	Iteration 72Q: 3 clusters Score -1799762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1799785.250000 Penalty: 4693.746094
	Iteration 73Q: 3 clusters Score -1799785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1799803.500000 Penalty: 4693.746094
	Iteration 74Q: 3 clusters Score -1799804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1799819.250000 Penalty: 4693.746094
	Iteration 75Q: 3 clusters Score -1799819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1799839.750000 Penalty: 4693.746094
	Iteration 76Q: 3 clusters Score -1799840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1799869.000000 Penalty: 4693.746094
	Iteration 77Q: 3 clusters Score -1799869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1799891.250000 Penalty: 4693.746094
	Iteration 78Q: 3 clusters Score -1799891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1799920.875000 Penalty: 4693.746094
	Iteration 79Q: 3 clusters Score -1799921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1799942.625000 Penalty: 4693.746094
	Iteration 80F: 3 clusters Score -1799943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1799969.625000 Penalty: 4693.746094
	Iteration 81Q: 3 clusters Score -1799970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1799987.500000 Penalty: 4693.746094
	Iteration 82Q: 3 clusters Score -1799988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1800014.500000 Penalty: 4693.746094
	Iteration 83Q: 3 clusters Score -1800014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1800037.125000 Penalty: 4693.746094
	Iteration 84Q: 3 clusters Score -1800037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1800062.500000 Penalty: 4693.746094
	Iteration 85Q: 3 clusters Score -1800062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1800088.000000 Penalty: 4693.746094
	Iteration 86Q: 3 clusters Score -1800088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1800106.375000 Penalty: 4693.746094
	Iteration 87Q: 3 clusters Score -1800106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1800124.125000 Penalty: 4693.746094
	Iteration 88Q: 3 clusters Score -1800124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1800129.750000 Penalty: 4693.746094
	Iteration 89Q: 3 clusters Score -1800130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1800144.000000 Penalty: 4693.746094
	Iteration 90Q: 3 clusters Score -1800144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1800153.625000 Penalty: 4693.746094
	Iteration 91Q: 3 clusters Score -1800154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1800160.875000 Penalty: 4693.746094
	Iteration 92Q: 3 clusters Score -1800161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1800168.625000 Penalty: 4693.746094
	Iteration 93Q: 3 clusters Score -1800169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1800171.875000 Penalty: 4693.746094
	Iteration 94Q: 3 clusters Score -1800172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1800184.625000 Penalty: 4693.746094
	Iteration 95Q: 3 clusters Score -1800185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1800182.625000 Penalty: 4693.746094
	Iteration 96Q: 3 clusters Score -1800183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1800188.250000 Penalty: 4693.746094
	Iteration 97Q: 3 clusters Score -1800188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1800190.500000 Penalty: 4693.746094
	Iteration 98Q: 3 clusters Score -1800190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1800191.875000 Penalty: 4693.746094
	Iteration 99Q: 3 clusters Score -1800192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1800193.250000 Penalty: 4693.746094
	Iteration 100F: 3 clusters Score -1800193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1800192.625000 Penalty: 4693.746094
	Iteration 101Q: 3 clusters Score -1800193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1800192.625000 Penalty: 4693.746094
	Iteration 102Q: 3 clusters Score -1800193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1800196.750000 Penalty: 4693.746094
	Iteration 103Q: 3 clusters Score -1800197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1800197.000000 Penalty: 4693.746094
	Iteration 104Q: 3 clusters Score -1800197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1800197.625000 Penalty: 4693.746094
	Iteration 105Q: 3 clusters Score -1800198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1800198.500000 Penalty: 4693.746094
	Iteration 106Q: 3 clusters Score -1800198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1800200.000000 Penalty: 4693.746094
	Iteration 107Q: 3 clusters Score -1800200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1800195.750000 Penalty: 4693.746094
	Iteration 108Q: 3 clusters Score -1800196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1800200.375000 Penalty: 4693.746094
	Iteration 109Q: 3 clusters Score -1800200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1800202.000000 Penalty: 4693.746094
	Iteration 110Q: 3 clusters Score -1800202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1800203.000000 Penalty: 4693.746094
	Iteration 111Q: 3 clusters Score -1800203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1800204.125000 Penalty: 4693.746094
	Iteration 112Q: 3 clusters Score -1800204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1800203.000000 Penalty: 4693.746094
	Iteration 113Q: 3 clusters Score -1800203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1800202.875000 Penalty: 4693.746094
	Iteration 114Q: 3 clusters Score -1800203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1800202.500000 Penalty: 4693.746094
	Iteration 115Q: 3 clusters Score -1800202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1800203.375000 Penalty: 4693.746094
	Iteration 116Q: 3 clusters Score -1800203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1800205.250000 Penalty: 4693.746094
	Iteration 117Q: 3 clusters Score -1800205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1800205.625000 Penalty: 4693.746094
	Iteration 118Q: 3 clusters Score -1800206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1800205.750000 Penalty: 4693.746094
	Iteration 119Q: 3 clusters Score -1800206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1800205.750000 Penalty: 4693.746094
	Iteration 120F: 3 clusters Score -1800206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -841328.812500 Penalty: 2150.010986
	Iteration 0F: 2 clusters Score -841328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -836300.125000 Penalty: 4300.021973
	Iteration 0F: 3 clusters Score -836300.1 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -837542.312500 Penalty: 4300.021973
	Iteration 1F: 3 clusters Score -837542.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -837795.625000 Penalty: 4300.021973
	Iteration 2F: 3 clusters Score -837795.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -837979.750000 Penalty: 4300.021973
	Iteration 3F: 3 clusters Score -837979.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -838109.625000 Penalty: 4300.021973
	Iteration 4Q: 3 clusters Score -838109.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -838206.562500 Penalty: 4300.021973
	Iteration 5Q: 3 clusters Score -838206.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -838292.687500 Penalty: 4300.021973
	Iteration 6Q: 3 clusters Score -838292.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -838372.000000 Penalty: 4300.021973
	Iteration 7Q: 3 clusters Score -838372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -838453.625000 Penalty: 4300.021973
	Iteration 8Q: 3 clusters Score -838453.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -838531.750000 Penalty: 4300.021973
	Iteration 9Q: 3 clusters Score -838531.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -838619.250000 Penalty: 4300.021973
	Iteration 10Q: 3 clusters Score -838619.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -838716.187500 Penalty: 4300.021973
	Iteration 11Q: 3 clusters Score -838716.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -838807.687500 Penalty: 4300.021973
	Iteration 12Q: 3 clusters Score -838807.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -838913.625000 Penalty: 4300.021973
	Iteration 13Q: 3 clusters Score -838913.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -839004.750000 Penalty: 4300.021973
	Iteration 14Q: 3 clusters Score -839004.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -839086.000000 Penalty: 4300.021973
	Iteration 15Q: 3 clusters Score -839086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -839154.250000 Penalty: 4300.021973
	Iteration 16Q: 3 clusters Score -839154.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -839216.875000 Penalty: 4300.021973
	Iteration 17Q: 3 clusters Score -839216.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -839263.125000 Penalty: 4300.021973
	Iteration 18Q: 3 clusters Score -839263.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -839327.000000 Penalty: 4300.021973
	Iteration 19Q: 3 clusters Score -839327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -839376.437500 Penalty: 4300.021973
	Iteration 20F: 3 clusters Score -839376.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -839412.750000 Penalty: 4300.021973
	Iteration 21Q: 3 clusters Score -839412.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -839436.500000 Penalty: 4300.021973
	Iteration 22Q: 3 clusters Score -839436.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -839457.500000 Penalty: 4300.021973
	Iteration 23Q: 3 clusters Score -839457.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -839467.187500 Penalty: 4300.021973
	Iteration 24Q: 3 clusters Score -839467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -839477.062500 Penalty: 4300.021973
	Iteration 25Q: 3 clusters Score -839477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -839486.000000 Penalty: 4300.021973
	Iteration 26Q: 3 clusters Score -839486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -839490.500000 Penalty: 4300.021973
	Iteration 27Q: 3 clusters Score -839490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -839493.562500 Penalty: 4300.021973
	Iteration 28Q: 3 clusters Score -839493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -839493.500000 Penalty: 4300.021973
	Iteration 29Q: 3 clusters Score -839493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -839499.125000 Penalty: 4300.021973
	Iteration 30Q: 3 clusters Score -839499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -839502.250000 Penalty: 4300.021973
	Iteration 31Q: 3 clusters Score -839502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -839506.687500 Penalty: 4300.021973
	Iteration 32Q: 3 clusters Score -839506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -839509.312500 Penalty: 4300.021973
	Iteration 33Q: 3 clusters Score -839509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -839511.187500 Penalty: 4300.021973
	Iteration 34Q: 3 clusters Score -839511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -839511.750000 Penalty: 4300.021973
	Iteration 35Q: 3 clusters Score -839511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -839511.750000 Penalty: 4300.021973
	Iteration 36F: 3 clusters Score -839511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Entering Unmasked Estep 
Score: -3114831.250000 Penalty: 2484.955078
	Iteration 0F: 2 clusters Score -3114831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3099151.250000 Penalty: 4969.910156
	Iteration 0F: 3 clusters Score -3099151 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3104444.000000 Penalty: 4969.910156
	Iteration 1F: 3 clusters Score -3104444 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3104943.250000 Penalty: 4969.910156
	Iteration 2F: 3 clusters Score -3104943 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3105427.500000 Penalty: 4969.910156
	Iteration 3F: 3 clusters Score -3105428 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3105862.750000 Penalty: 4969.910156
	Iteration 4Q: 3 clusters Score -3105863 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3106326.500000 Penalty: 4969.910156
	Iteration 5Q: 3 clusters Score -3106326 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3106801.750000 Penalty: 4969.910156
	Iteration 6Q: 3 clusters Score -3106802 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3107286.250000 Penalty: 4969.910156
	Iteration 7Q: 3 clusters Score -3107286 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3107827.500000 Penalty: 4969.910156
	Iteration 8Q: 3 clusters Score -3107828 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3108453.500000 Penalty: 4969.910156
	Iteration 9Q: 3 clusters Score -3108454 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3109145.750000 Penalty: 4969.910156
	Iteration 10Q: 3 clusters Score -3109146 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3109814.750000 Penalty: 4969.910156
	Iteration 11Q: 3 clusters Score -3109815 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3110467.750000 Penalty: 4969.910156
	Iteration 12Q: 3 clusters Score -3110468 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3110998.000000 Penalty: 4969.910156
	Iteration 13Q: 3 clusters Score -3110998 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3111413.750000 Penalty: 4969.910156
	Iteration 14Q: 3 clusters Score -3111414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3111722.500000 Penalty: 4969.910156
	Iteration 15Q: 3 clusters Score -3111722 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3111962.750000 Penalty: 4969.910156
	Iteration 16Q: 3 clusters Score -3111963 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3112141.500000 Penalty: 4969.910156
	Iteration 17Q: 3 clusters Score -3112142 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3112284.500000 Penalty: 4969.910156
	Iteration 18Q: 3 clusters Score -3112284 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3112399.250000 Penalty: 4969.910156
	Iteration 19Q: 3 clusters Score -3112399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3112488.750000 Penalty: 4969.910156
	Iteration 20F: 3 clusters Score -3112489 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3112558.000000 Penalty: 4969.910156
	Iteration 21Q: 3 clusters Score -3112558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3112624.750000 Penalty: 4969.910156
	Iteration 22Q: 3 clusters Score -3112625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3112668.250000 Penalty: 4969.910156
	Iteration 23Q: 3 clusters Score -3112668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3112703.750000 Penalty: 4969.910156
	Iteration 24Q: 3 clusters Score -3112704 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3112758.250000 Penalty: 4969.910156
	Iteration 25Q: 3 clusters Score -3112758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3112784.000000 Penalty: 4969.910156
	Iteration 26Q: 3 clusters Score -3112784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3112796.500000 Penalty: 4969.910156
	Iteration 27Q: 3 clusters Score -3112796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3112828.250000 Penalty: 4969.910156
	Iteration 28Q: 3 clusters Score -3112828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3112844.750000 Penalty: 4969.910156
	Iteration 29Q: 3 clusters Score -3112845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3112861.750000 Penalty: 4969.910156
	Iteration 30Q: 3 clusters Score -3112862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3112865.500000 Penalty: 4969.910156
	Iteration 31Q: 3 clusters Score -3112866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3112882.250000 Penalty: 4969.910156
	Iteration 32Q: 3 clusters Score -3112882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3112884.750000 Penalty: 4969.910156
	Iteration 33Q: 3 clusters Score -3112885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3112887.250000 Penalty: 4969.910156
	Iteration 34Q: 3 clusters Score -3112887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3112885.750000 Penalty: 4969.910156
	Iteration 35Q: 3 clusters Score -3112886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3112887.000000 Penalty: 4969.910156
	Iteration 36Q: 3 clusters Score -3112887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3112893.500000 Penalty: 4969.910156
	Iteration 37Q: 3 clusters Score -3112894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3112892.250000 Penalty: 4969.910156
	Iteration 38Q: 3 clusters Score -3112892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3112893.750000 Penalty: 4969.910156
	Iteration 39Q: 3 clusters Score -3112894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3112891.750000 Penalty: 4969.910156
	Iteration 40F: 3 clusters Score -3112892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3112895.750000 Penalty: 4969.910156
	Iteration 41Q: 3 clusters Score -3112896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3112895.750000 Penalty: 4969.910156
	Iteration 42F: 3 clusters Score -3112896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -338741.250000 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -338741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -335837.968750 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -335838 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -336434.093750 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -336434.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -336667.156250 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -336667.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -336849.968750 Penalty: 3880.528564
	Iteration 3F: 3 clusters Score -336850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -337001.750000 Penalty: 3880.528564
	Iteration 4F: 3 clusters Score -337001.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -337147.343750 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -337147.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -337284.187500 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -337284.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -337390.531250 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -337390.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -337482.187500 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -337482.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -337547.187500 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -337547.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -337600.968750 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -337601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -337648.468750 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -337648.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -337678.687500 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -337678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -337692.187500 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -337692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -337702.468750 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -337702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -337708.093750 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -337708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -337710.687500 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -337710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -337712.343750 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -337712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -337712.312500 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -337712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -337712.312500 Penalty: 3880.528564
	Iteration 19F: 3 clusters Score -337712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Entering Unmasked Estep 
Score: -1481142.500000 Penalty: 2321.527832
	Iteration 0F: 2 clusters Score -1481142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1472443.625000 Penalty: 4643.055664
	Iteration 0F: 3 clusters Score -1472444 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1475178.750000 Penalty: 4643.055664
	Iteration 1F: 3 clusters Score -1475179 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1475628.375000 Penalty: 4643.055664
	Iteration 2F: 3 clusters Score -1475628 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1476066.250000 Penalty: 4643.055664
	Iteration 3F: 3 clusters Score -1476066 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1476490.500000 Penalty: 4643.055664
	Iteration 4F: 3 clusters Score -1476490 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1476954.500000 Penalty: 4643.055664
	Iteration 5F: 3 clusters Score -1476954 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1477416.875000 Penalty: 4643.055664
	Iteration 6F: 3 clusters Score -1477417 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1477853.500000 Penalty: 4643.055664
	Iteration 7F: 3 clusters Score -1477854 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1478209.375000 Penalty: 4643.055664
	Iteration 8Q: 3 clusters Score -1478209 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1478534.375000 Penalty: 4643.055664
	Iteration 9Q: 3 clusters Score -1478534 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1478773.125000 Penalty: 4643.055664
	Iteration 10Q: 3 clusters Score -1478773 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1478952.125000 Penalty: 4643.055664
	Iteration 11Q: 3 clusters Score -1478952 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1479104.125000 Penalty: 4643.055664
	Iteration 12Q: 3 clusters Score -1479104 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1479220.625000 Penalty: 4643.055664
	Iteration 13Q: 3 clusters Score -1479221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1479309.625000 Penalty: 4643.055664
	Iteration 14Q: 3 clusters Score -1479310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1479388.750000 Penalty: 4643.055664
	Iteration 15Q: 3 clusters Score -1479389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1479452.500000 Penalty: 4643.055664
	Iteration 16Q: 3 clusters Score -1479452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1479513.125000 Penalty: 4643.055664
	Iteration 17Q: 3 clusters Score -1479513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1479556.375000 Penalty: 4643.055664
	Iteration 18Q: 3 clusters Score -1479556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1479611.750000 Penalty: 4643.055664
	Iteration 19Q: 3 clusters Score -1479612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1479676.500000 Penalty: 4643.055664
	Iteration 20F: 3 clusters Score -1479676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1479715.500000 Penalty: 4643.055664
	Iteration 21Q: 3 clusters Score -1479716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1479744.125000 Penalty: 4643.055664
	Iteration 22Q: 3 clusters Score -1479744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1479766.375000 Penalty: 4643.055664
	Iteration 23Q: 3 clusters Score -1479766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1479780.250000 Penalty: 4643.055664
	Iteration 24Q: 3 clusters Score -1479780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1479793.250000 Penalty: 4643.055664
	Iteration 25Q: 3 clusters Score -1479793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1479803.875000 Penalty: 4643.055664
	Iteration 26Q: 3 clusters Score -1479804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1479808.875000 Penalty: 4643.055664
	Iteration 27Q: 3 clusters Score -1479809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1479810.500000 Penalty: 4643.055664
	Iteration 28Q: 3 clusters Score -1479810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1479814.500000 Penalty: 4643.055664
	Iteration 29Q: 3 clusters Score -1479814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1479817.000000 Penalty: 4643.055664
	Iteration 30Q: 3 clusters Score -1479817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1479816.750000 Penalty: 4643.055664
	Iteration 31Q: 3 clusters Score -1479817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1479821.375000 Penalty: 4643.055664
	Iteration 32Q: 3 clusters Score -1479821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1479823.750000 Penalty: 4643.055664
	Iteration 33Q: 3 clusters Score -1479824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1479828.625000 Penalty: 4643.055664
	Iteration 34Q: 3 clusters Score -1479829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1479831.250000 Penalty: 4643.055664
	Iteration 35Q: 3 clusters Score -1479831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1479837.625000 Penalty: 4643.055664
	Iteration 36Q: 3 clusters Score -1479838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1479837.500000 Penalty: 4643.055664
	Iteration 37Q: 3 clusters Score -1479838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1479839.875000 Penalty: 4643.055664
	Iteration 38Q: 3 clusters Score -1479840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1479842.750000 Penalty: 4643.055664
	Iteration 39Q: 3 clusters Score -1479843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1479843.875000 Penalty: 4643.055664
	Iteration 40F: 3 clusters Score -1479844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1479844.500000 Penalty: 4643.055664
	Iteration 41Q: 3 clusters Score -1479844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1479850.625000 Penalty: 4643.055664
	Iteration 42Q: 3 clusters Score -1479851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1479853.500000 Penalty: 4643.055664
	Iteration 43Q: 3 clusters Score -1479854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1479852.250000 Penalty: 4643.055664
	Iteration 44Q: 3 clusters Score -1479852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1479852.250000 Penalty: 4643.055664
	Iteration 45F: 3 clusters Score -1479852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1478027.750000 Penalty: 2306.399658
	Iteration 0F: 2 clusters Score -1478028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1469640.375000 Penalty: 4612.799316
	Iteration 0F: 3 clusters Score -1469640 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1472298.625000 Penalty: 4612.799316
	Iteration 1F: 3 clusters Score -1472299 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1472753.500000 Penalty: 4612.799316
	Iteration 2F: 3 clusters Score -1472754 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1473138.375000 Penalty: 4612.799316
	Iteration 3F: 3 clusters Score -1473138 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1473451.750000 Penalty: 4612.799316
	Iteration 4F: 3 clusters Score -1473452 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1473730.000000 Penalty: 4612.799316
	Iteration 5Q: 3 clusters Score -1473730 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1474047.250000 Penalty: 4612.799316
	Iteration 6Q: 3 clusters Score -1474047 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1474343.750000 Penalty: 4612.799316
	Iteration 7Q: 3 clusters Score -1474344 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1474641.875000 Penalty: 4612.799316
	Iteration 8Q: 3 clusters Score -1474642 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1474910.000000 Penalty: 4612.799316
	Iteration 9Q: 3 clusters Score -1474910 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1475140.750000 Penalty: 4612.799316
	Iteration 10Q: 3 clusters Score -1475141 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1475344.875000 Penalty: 4612.799316
	Iteration 11Q: 3 clusters Score -1475345 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1475482.375000 Penalty: 4612.799316
	Iteration 12Q: 3 clusters Score -1475482 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1475587.875000 Penalty: 4612.799316
	Iteration 13Q: 3 clusters Score -1475588 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1475653.375000 Penalty: 4612.799316
	Iteration 14Q: 3 clusters Score -1475653 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1475724.750000 Penalty: 4612.799316
	Iteration 15Q: 3 clusters Score -1475725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1475773.375000 Penalty: 4612.799316
	Iteration 16Q: 3 clusters Score -1475773 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1475807.750000 Penalty: 4612.799316
	Iteration 17Q: 3 clusters Score -1475808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1475842.625000 Penalty: 4612.799316
	Iteration 18Q: 3 clusters Score -1475843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1475868.500000 Penalty: 4612.799316
	Iteration 19Q: 3 clusters Score -1475868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1475891.750000 Penalty: 4612.799316
	Iteration 20F: 3 clusters Score -1475892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1475914.875000 Penalty: 4612.799316
	Iteration 21Q: 3 clusters Score -1475915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1475939.875000 Penalty: 4612.799316
	Iteration 22Q: 3 clusters Score -1475940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1475969.875000 Penalty: 4612.799316
	Iteration 23Q: 3 clusters Score -1475970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1476004.250000 Penalty: 4612.799316
	Iteration 24Q: 3 clusters Score -1476004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1476024.750000 Penalty: 4612.799316
	Iteration 25Q: 3 clusters Score -1476025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1476049.375000 Penalty: 4612.799316
	Iteration 26Q: 3 clusters Score -1476049 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1476069.625000 Penalty: 4612.799316
	Iteration 27Q: 3 clusters Score -1476070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1476089.625000 Penalty: 4612.799316
	Iteration 28Q: 3 clusters Score -1476090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1476115.875000 Penalty: 4612.799316
	Iteration 29Q: 3 clusters Score -1476116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1476128.250000 Penalty: 4612.799316
	Iteration 30Q: 3 clusters Score -1476128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1476146.250000 Penalty: 4612.799316
	Iteration 31Q: 3 clusters Score -1476146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1476161.250000 Penalty: 4612.799316
	Iteration 32Q: 3 clusters Score -1476161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1476171.000000 Penalty: 4612.799316
	Iteration 33Q: 3 clusters Score -1476171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1476175.875000 Penalty: 4612.799316
	Iteration 34Q: 3 clusters Score -1476176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1476189.750000 Penalty: 4612.799316
	Iteration 35Q: 3 clusters Score -1476190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1476196.875000 Penalty: 4612.799316
	Iteration 36Q: 3 clusters Score -1476197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1476204.875000 Penalty: 4612.799316
	Iteration 37Q: 3 clusters Score -1476205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1476206.500000 Penalty: 4612.799316
	Iteration 38Q: 3 clusters Score -1476206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1476222.500000 Penalty: 4612.799316
	Iteration 39Q: 3 clusters Score -1476222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1476225.625000 Penalty: 4612.799316
	Iteration 40F: 3 clusters Score -1476226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1476233.000000 Penalty: 4612.799316
	Iteration 41Q: 3 clusters Score -1476233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1476237.875000 Penalty: 4612.799316
	Iteration 42Q: 3 clusters Score -1476238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1476240.375000 Penalty: 4612.799316
	Iteration 43Q: 3 clusters Score -1476240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1476241.875000 Penalty: 4612.799316
	Iteration 44Q: 3 clusters Score -1476242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1476249.875000 Penalty: 4612.799316
	Iteration 45Q: 3 clusters Score -1476250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1476252.875000 Penalty: 4612.799316
	Iteration 46Q: 3 clusters Score -1476253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1476257.375000 Penalty: 4612.799316
	Iteration 47Q: 3 clusters Score -1476257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1476259.125000 Penalty: 4612.799316
	Iteration 48Q: 3 clusters Score -1476259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1476267.375000 Penalty: 4612.799316
	Iteration 49Q: 3 clusters Score -1476267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1476273.625000 Penalty: 4612.799316
	Iteration 50Q: 3 clusters Score -1476274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1476282.000000 Penalty: 4612.799316
	Iteration 51Q: 3 clusters Score -1476282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1476291.500000 Penalty: 4612.799316
	Iteration 52Q: 3 clusters Score -1476292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1476300.625000 Penalty: 4612.799316
	Iteration 53Q: 3 clusters Score -1476301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1476312.875000 Penalty: 4612.799316
	Iteration 54Q: 3 clusters Score -1476313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1476319.625000 Penalty: 4612.799316
	Iteration 55Q: 3 clusters Score -1476320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1476329.500000 Penalty: 4612.799316
	Iteration 56Q: 3 clusters Score -1476330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1476330.125000 Penalty: 4612.799316
	Iteration 57Q: 3 clusters Score -1476330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1476336.000000 Penalty: 4612.799316
	Iteration 58Q: 3 clusters Score -1476336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1476338.625000 Penalty: 4612.799316
	Iteration 59Q: 3 clusters Score -1476339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1476343.625000 Penalty: 4612.799316
	Iteration 60F: 3 clusters Score -1476344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1476357.750000 Penalty: 4612.799316
	Iteration 61Q: 3 clusters Score -1476358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1476370.125000 Penalty: 4612.799316
	Iteration 62Q: 3 clusters Score -1476370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1476374.250000 Penalty: 4612.799316
	Iteration 63Q: 3 clusters Score -1476374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1476384.625000 Penalty: 4612.799316
	Iteration 64Q: 3 clusters Score -1476385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1476392.500000 Penalty: 4612.799316
	Iteration 65Q: 3 clusters Score -1476392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1476401.625000 Penalty: 4612.799316
	Iteration 66Q: 3 clusters Score -1476402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1476406.875000 Penalty: 4612.799316
	Iteration 67Q: 3 clusters Score -1476407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1476405.375000 Penalty: 4612.799316
	Iteration 68Q: 3 clusters Score -1476405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1476409.750000 Penalty: 4612.799316
	Iteration 69Q: 3 clusters Score -1476410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1476410.500000 Penalty: 4612.799316
	Iteration 70Q: 3 clusters Score -1476410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1476413.625000 Penalty: 4612.799316
	Iteration 71Q: 3 clusters Score -1476414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1476416.250000 Penalty: 4612.799316
	Iteration 72Q: 3 clusters Score -1476416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1476421.000000 Penalty: 4612.799316
	Iteration 73Q: 3 clusters Score -1476421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1476419.750000 Penalty: 4612.799316
	Iteration 74Q: 3 clusters Score -1476420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1476425.375000 Penalty: 4612.799316
	Iteration 75Q: 3 clusters Score -1476425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1476428.125000 Penalty: 4612.799316
	Iteration 76Q: 3 clusters Score -1476428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1476429.375000 Penalty: 4612.799316
	Iteration 77Q: 3 clusters Score -1476429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1476435.000000 Penalty: 4612.799316
	Iteration 78Q: 3 clusters Score -1476435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1476437.875000 Penalty: 4612.799316
	Iteration 79Q: 3 clusters Score -1476438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1476441.250000 Penalty: 4612.799316
	Iteration 80F: 3 clusters Score -1476441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1476439.875000 Penalty: 4612.799316
	Iteration 81Q: 3 clusters Score -1476440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1476443.125000 Penalty: 4612.799316
	Iteration 82Q: 3 clusters Score -1476443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1476444.625000 Penalty: 4612.799316
	Iteration 83Q: 3 clusters Score -1476445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1476445.875000 Penalty: 4612.799316
	Iteration 84Q: 3 clusters Score -1476446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1476446.375000 Penalty: 4612.799316
	Iteration 85Q: 3 clusters Score -1476446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1476449.000000 Penalty: 4612.799316
	Iteration 86Q: 3 clusters Score -1476449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1476449.625000 Penalty: 4612.799316
	Iteration 87Q: 3 clusters Score -1476450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1476449.250000 Penalty: 4612.799316
	Iteration 88Q: 3 clusters Score -1476449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1476451.000000 Penalty: 4612.799316
	Iteration 89Q: 3 clusters Score -1476451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1476453.250000 Penalty: 4612.799316
	Iteration 90Q: 3 clusters Score -1476453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1476455.375000 Penalty: 4612.799316
	Iteration 91Q: 3 clusters Score -1476455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1476454.500000 Penalty: 4612.799316
	Iteration 92Q: 3 clusters Score -1476454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1476455.875000 Penalty: 4612.799316
	Iteration 93Q: 3 clusters Score -1476456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1476455.875000 Penalty: 4612.799316
	Iteration 94F: 3 clusters Score -1476456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -661856.125000 Penalty: 2096.549072
	Iteration 0F: 2 clusters Score -661856.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -657573.687500 Penalty: 4193.098145
	Iteration 0F: 3 clusters Score -657573.7 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -658762.250000 Penalty: 4193.098145
	Iteration 1F: 3 clusters Score -658762.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -659192.312500 Penalty: 4193.098145
	Iteration 2F: 3 clusters Score -659192.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -659490.125000 Penalty: 4193.098145
	Iteration 3F: 3 clusters Score -659490.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -659737.187500 Penalty: 4193.098145
	Iteration 4F: 3 clusters Score -659737.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -659914.875000 Penalty: 4193.098145
	Iteration 5Q: 3 clusters Score -659914.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -660050.250000 Penalty: 4193.098145
	Iteration 6Q: 3 clusters Score -660050.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -660183.250000 Penalty: 4193.098145
	Iteration 7Q: 3 clusters Score -660183.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -660273.375000 Penalty: 4193.098145
	Iteration 8Q: 3 clusters Score -660273.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -660340.000000 Penalty: 4193.098145
	Iteration 9Q: 3 clusters Score -660340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -660377.812500 Penalty: 4193.098145
	Iteration 10Q: 3 clusters Score -660377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -660405.562500 Penalty: 4193.098145
	Iteration 11Q: 3 clusters Score -660405.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -660434.375000 Penalty: 4193.098145
	Iteration 12Q: 3 clusters Score -660434.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -660452.375000 Penalty: 4193.098145
	Iteration 13Q: 3 clusters Score -660452.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -660467.625000 Penalty: 4193.098145
	Iteration 14Q: 3 clusters Score -660467.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -660474.687500 Penalty: 4193.098145
	Iteration 15Q: 3 clusters Score -660474.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -660482.812500 Penalty: 4193.098145
	Iteration 16Q: 3 clusters Score -660482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -660491.625000 Penalty: 4193.098145
	Iteration 17Q: 3 clusters Score -660491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -660497.750000 Penalty: 4193.098145
	Iteration 18Q: 3 clusters Score -660497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -660499.687500 Penalty: 4193.098145
	Iteration 19Q: 3 clusters Score -660499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -660503.062500 Penalty: 4193.098145
	Iteration 20F: 3 clusters Score -660503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -660506.250000 Penalty: 4193.098145
	Iteration 21Q: 3 clusters Score -660506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -660510.000000 Penalty: 4193.098145
	Iteration 22Q: 3 clusters Score -660510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -660511.187500 Penalty: 4193.098145
	Iteration 23Q: 3 clusters Score -660511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -660514.250000 Penalty: 4193.098145
	Iteration 24Q: 3 clusters Score -660514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -660516.687500 Penalty: 4193.098145
	Iteration 25Q: 3 clusters Score -660516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -660521.250000 Penalty: 4193.098145
	Iteration 26Q: 3 clusters Score -660521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -660523.875000 Penalty: 4193.098145
	Iteration 27Q: 3 clusters Score -660523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -660526.750000 Penalty: 4193.098145
	Iteration 28Q: 3 clusters Score -660526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -660529.125000 Penalty: 4193.098145
	Iteration 29Q: 3 clusters Score -660529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -660533.500000 Penalty: 4193.098145
	Iteration 30Q: 3 clusters Score -660533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -660535.687500 Penalty: 4193.098145
	Iteration 31Q: 3 clusters Score -660535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -660538.000000 Penalty: 4193.098145
	Iteration 32Q: 3 clusters Score -660538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -660540.562500 Penalty: 4193.098145
	Iteration 33Q: 3 clusters Score -660540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -660541.625000 Penalty: 4193.098145
	Iteration 34Q: 3 clusters Score -660541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -660541.625000 Penalty: 4193.098145
	Iteration 35F: 3 clusters Score -660541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Entering Unmasked Estep 
Score: -3358542.250000 Penalty: 2490.164551
	Iteration 0F: 2 clusters Score -3358542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3342513.500000 Penalty: 4980.329102
	Iteration 0F: 3 clusters Score -3342514 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3348075.000000 Penalty: 4980.329102
	Iteration 1F: 3 clusters Score -3348075 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3348754.500000 Penalty: 4980.329102
	Iteration 2F: 3 clusters Score -3348754 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3349557.000000 Penalty: 4980.329102
	Iteration 3F: 3 clusters Score -3349557 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3350523.500000 Penalty: 4980.329102
	Iteration 4F: 3 clusters Score -3350524 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3351547.250000 Penalty: 4980.329102
	Iteration 5F: 3 clusters Score -3351547 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3352556.750000 Penalty: 4980.329102
	Iteration 6F: 3 clusters Score -3352557 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3353461.750000 Penalty: 4980.329102
	Iteration 7F: 3 clusters Score -3353462 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3354190.750000 Penalty: 4980.329102
	Iteration 8Q: 3 clusters Score -3354191 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3354675.500000 Penalty: 4980.329102
	Iteration 9Q: 3 clusters Score -3354676 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3355074.000000 Penalty: 4980.329102
	Iteration 10Q: 3 clusters Score -3355074 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3355360.250000 Penalty: 4980.329102
	Iteration 11Q: 3 clusters Score -3355360 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3355557.500000 Penalty: 4980.329102
	Iteration 12Q: 3 clusters Score -3355558 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3355678.000000 Penalty: 4980.329102
	Iteration 13Q: 3 clusters Score -3355678 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3355750.750000 Penalty: 4980.329102
	Iteration 14Q: 3 clusters Score -3355751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3355821.250000 Penalty: 4980.329102
	Iteration 15Q: 3 clusters Score -3355821 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3355859.500000 Penalty: 4980.329102
	Iteration 16Q: 3 clusters Score -3355860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3355896.500000 Penalty: 4980.329102
	Iteration 17Q: 3 clusters Score -3355896 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3355939.000000 Penalty: 4980.329102
	Iteration 18Q: 3 clusters Score -3355939 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3355974.000000 Penalty: 4980.329102
	Iteration 19Q: 3 clusters Score -3355974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3355992.250000 Penalty: 4980.329102
	Iteration 20F: 3 clusters Score -3355992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3356006.250000 Penalty: 4980.329102
	Iteration 21Q: 3 clusters Score -3356006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3356034.250000 Penalty: 4980.329102
	Iteration 22Q: 3 clusters Score -3356034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3356057.750000 Penalty: 4980.329102
	Iteration 23Q: 3 clusters Score -3356058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3356074.250000 Penalty: 4980.329102
	Iteration 24Q: 3 clusters Score -3356074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3356084.000000 Penalty: 4980.329102
	Iteration 25Q: 3 clusters Score -3356084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3356108.250000 Penalty: 4980.329102
	Iteration 26Q: 3 clusters Score -3356108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3356127.250000 Penalty: 4980.329102
	Iteration 27Q: 3 clusters Score -3356127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3356134.250000 Penalty: 4980.329102
	Iteration 28Q: 3 clusters Score -3356134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3356153.000000 Penalty: 4980.329102
	Iteration 29Q: 3 clusters Score -3356153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3356166.250000 Penalty: 4980.329102
	Iteration 30Q: 3 clusters Score -3356166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3356179.500000 Penalty: 4980.329102
	Iteration 31Q: 3 clusters Score -3356180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3356191.500000 Penalty: 4980.329102
	Iteration 32Q: 3 clusters Score -3356192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3356209.500000 Penalty: 4980.329102
	Iteration 33Q: 3 clusters Score -3356210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3356212.000000 Penalty: 4980.329102
	Iteration 34Q: 3 clusters Score -3356212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3356219.000000 Penalty: 4980.329102
	Iteration 35Q: 3 clusters Score -3356219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3356233.000000 Penalty: 4980.329102
	Iteration 36Q: 3 clusters Score -3356233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3356235.000000 Penalty: 4980.329102
	Iteration 37Q: 3 clusters Score -3356235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3356232.750000 Penalty: 4980.329102
	Iteration 38Q: 3 clusters Score -3356233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3356245.500000 Penalty: 4980.329102
	Iteration 39Q: 3 clusters Score -3356246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3356248.000000 Penalty: 4980.329102
	Iteration 40F: 3 clusters Score -3356248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3356250.250000 Penalty: 4980.329102
	Iteration 41Q: 3 clusters Score -3356250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3356260.500000 Penalty: 4980.329102
	Iteration 42Q: 3 clusters Score -3356260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3356272.250000 Penalty: 4980.329102
	Iteration 43Q: 3 clusters Score -3356272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3356280.000000 Penalty: 4980.329102
	Iteration 44Q: 3 clusters Score -3356280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3356278.000000 Penalty: 4980.329102
	Iteration 45Q: 3 clusters Score -3356278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3356291.250000 Penalty: 4980.329102
	Iteration 46Q: 3 clusters Score -3356291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3356291.000000 Penalty: 4980.329102
	Iteration 47Q: 3 clusters Score -3356291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3356292.250000 Penalty: 4980.329102
	Iteration 48Q: 3 clusters Score -3356292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3356295.750000 Penalty: 4980.329102
	Iteration 49Q: 3 clusters Score -3356296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3356304.250000 Penalty: 4980.329102
	Iteration 50Q: 3 clusters Score -3356304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3356305.750000 Penalty: 4980.329102
	Iteration 51Q: 3 clusters Score -3356306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3356312.000000 Penalty: 4980.329102
	Iteration 52Q: 3 clusters Score -3356312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3356319.250000 Penalty: 4980.329102
	Iteration 53Q: 3 clusters Score -3356319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3356322.750000 Penalty: 4980.329102
	Iteration 54Q: 3 clusters Score -3356323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3356325.000000 Penalty: 4980.329102
	Iteration 55Q: 3 clusters Score -3356325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3356329.500000 Penalty: 4980.329102
	Iteration 56Q: 3 clusters Score -3356330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3356333.500000 Penalty: 4980.329102
	Iteration 57Q: 3 clusters Score -3356334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3356332.250000 Penalty: 4980.329102
	Iteration 58Q: 3 clusters Score -3356332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3356341.250000 Penalty: 4980.329102
	Iteration 59Q: 3 clusters Score -3356341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3356333.500000 Penalty: 4980.329102
	Iteration 60F: 3 clusters Score -3356334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3356343.500000 Penalty: 4980.329102
	Iteration 61Q: 3 clusters Score -3356344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3356343.500000 Penalty: 4980.329102
	Iteration 62Q: 3 clusters Score -3356344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3356352.250000 Penalty: 4980.329102
	Iteration 63Q: 3 clusters Score -3356352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3356351.500000 Penalty: 4980.329102
	Iteration 64Q: 3 clusters Score -3356352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3356354.250000 Penalty: 4980.329102
	Iteration 65Q: 3 clusters Score -3356354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3356358.750000 Penalty: 4980.329102
	Iteration 66Q: 3 clusters Score -3356359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3356364.750000 Penalty: 4980.329102
	Iteration 67Q: 3 clusters Score -3356365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3356363.250000 Penalty: 4980.329102
	Iteration 68Q: 3 clusters Score -3356363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3356367.250000 Penalty: 4980.329102
	Iteration 69Q: 3 clusters Score -3356367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3356366.750000 Penalty: 4980.329102
	Iteration 70Q: 3 clusters Score -3356367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3356370.000000 Penalty: 4980.329102
	Iteration 71Q: 3 clusters Score -3356370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3356371.500000 Penalty: 4980.329102
	Iteration 72Q: 3 clusters Score -3356372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3356370.000000 Penalty: 4980.329102
	Iteration 73Q: 3 clusters Score -3356370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3356372.750000 Penalty: 4980.329102
	Iteration 74Q: 3 clusters Score -3356373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3356372.000000 Penalty: 4980.329102
	Iteration 75Q: 3 clusters Score -3356372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3356372.750000 Penalty: 4980.329102
	Iteration 76Q: 3 clusters Score -3356373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3356372.750000 Penalty: 4980.329102
	Iteration 77F: 3 clusters Score -3356373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -120116.375000 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -120116.4 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 480 members 
Entering Unmasked Estep 
Score: -118297.328125 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -118297.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118713.062500 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -118713.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119032.281250 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -119032.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119310.726562 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -119310.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119473.375000 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -119473.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119608.031250 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -119608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119752.273438 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -119752.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119937.218750 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -119937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120145.351562 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -120145.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120268.125000 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -120268.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120353.140625 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -120353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120439.156250 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -120439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120497.664062 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -120497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120577.289062 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -120577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120621.585938 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -120621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120629.328125 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -120629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120645.687500 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -120645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120670.453125 Penalty: 3390.251465
	Iteration 17Q: 3 clusters Score -120670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120670.453125 Penalty: 3390.251465
	Iteration 18F: 3 clusters Score -120670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153789 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43880 members 
Mstep: Class 8 contains 52506 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34532 members 
Mstep: Class 11 contains 74695 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 32094 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 142839 members 
Mstep: Class 27 contains 32782 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 38270 members 
Mstep: Class 33 contains 605 members 
Entering Unmasked Estep 
Score: -128943376.000000 Penalty: 112253.093750
Splitting cluster 25 changes total score from -128942472.000000 to -128943376.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (142839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Entering Unmasked Estep 
Score: -20938280.000000 Penalty: 2943.629395
	Iteration 0F: 2 clusters Score -2.093828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -20846930.000000 Penalty: 5887.258789
	Iteration 0F: 3 clusters Score -2.084693e+07 nChanged 68356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -20886532.000000 Penalty: 5887.258789
	Iteration 1F: 3 clusters Score -2.088653e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -20887350.000000 Penalty: 5887.258789
	Iteration 2Q: 3 clusters Score -2.088735e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -20888394.000000 Penalty: 5887.258789
	Iteration 3Q: 3 clusters Score -2.088839e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -20890058.000000 Penalty: 5887.258789
	Iteration 4Q: 3 clusters Score -2.089006e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -20892734.000000 Penalty: 5887.258789
	Iteration 5Q: 3 clusters Score -2.089273e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -20897766.000000 Penalty: 5887.258789
	Iteration 6F: 3 clusters Score -2.089777e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -20905546.000000 Penalty: 5887.258789
	Iteration 7F: 3 clusters Score -2.090555e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -20914766.000000 Penalty: 5887.258789
	Iteration 8F: 3 clusters Score -2.091477e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -20923180.000000 Penalty: 5887.258789
	Iteration 9F: 3 clusters Score -2.092318e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -20928788.000000 Penalty: 5887.258789
	Iteration 10Q: 3 clusters Score -2.092879e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -20932276.000000 Penalty: 5887.258789
	Iteration 11Q: 3 clusters Score -2.093228e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -20933852.000000 Penalty: 5887.258789
	Iteration 12Q: 3 clusters Score -2.093385e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -20934630.000000 Penalty: 5887.258789
	Iteration 13Q: 3 clusters Score -2.093463e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20935038.000000 Penalty: 5887.258789
	Iteration 14Q: 3 clusters Score -2.093504e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20935254.000000 Penalty: 5887.258789
	Iteration 15Q: 3 clusters Score -2.093525e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141906 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20935422.000000 Penalty: 5887.258789
	Iteration 16Q: 3 clusters Score -2.093542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20935516.000000 Penalty: 5887.258789
	Iteration 17Q: 3 clusters Score -2.093552e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20935560.000000 Penalty: 5887.258789
	Iteration 18Q: 3 clusters Score -2.093556e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20935602.000000 Penalty: 5887.258789
	Iteration 19Q: 3 clusters Score -2.09356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142167 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20935650.000000 Penalty: 5887.258789
	Iteration 20F: 3 clusters Score -2.093565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20935672.000000 Penalty: 5887.258789
	Iteration 21Q: 3 clusters Score -2.093567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20935722.000000 Penalty: 5887.258789
	Iteration 22Q: 3 clusters Score -2.093572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20935742.000000 Penalty: 5887.258789
	Iteration 23Q: 3 clusters Score -2.093574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20935762.000000 Penalty: 5887.258789
	Iteration 24Q: 3 clusters Score -2.093576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20935770.000000 Penalty: 5887.258789
	Iteration 25Q: 3 clusters Score -2.093577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 5887.258789
	Iteration 26Q: 3 clusters Score -2.093577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20935754.000000 Penalty: 5887.258789
	Iteration 27Q: 3 clusters Score -2.093575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20935760.000000 Penalty: 5887.258789
	Iteration 28Q: 3 clusters Score -2.093576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 5887.258789
	Iteration 29Q: 3 clusters Score -2.093577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 5887.258789
	Iteration 30F: 3 clusters Score -2.093577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Entering Unmasked Estep 
Score: -4850886.500000 Penalty: 2578.613281
	Iteration 0F: 2 clusters Score -4850886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4828425.000000 Penalty: 5157.226562
	Iteration 0F: 3 clusters Score -4828425 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4836516.500000 Penalty: 5157.226562
	Iteration 1F: 3 clusters Score -4836516 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4836963.500000 Penalty: 5157.226562
	Iteration 2Q: 3 clusters Score -4836964 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4837326.000000 Penalty: 5157.226562
	Iteration 3Q: 3 clusters Score -4837326 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4837633.500000 Penalty: 5157.226562
	Iteration 4Q: 3 clusters Score -4837634 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4837971.500000 Penalty: 5157.226562
	Iteration 5Q: 3 clusters Score -4837972 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4838419.500000 Penalty: 5157.226562
	Iteration 6Q: 3 clusters Score -4838420 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4838976.500000 Penalty: 5157.226562
	Iteration 7Q: 3 clusters Score -4838976 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4839817.500000 Penalty: 5157.226562
	Iteration 8Q: 3 clusters Score -4839818 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4841079.500000 Penalty: 5157.226562
	Iteration 9F: 3 clusters Score -4841080 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4842701.000000 Penalty: 5157.226562
	Iteration 10F: 3 clusters Score -4842701 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4844629.500000 Penalty: 5157.226562
	Iteration 11F: 3 clusters Score -4844630 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -4846373.000000 Penalty: 5157.226562
	Iteration 12F: 3 clusters Score -4846373 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4847505.000000 Penalty: 5157.226562
	Iteration 13Q: 3 clusters Score -4847505 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4848069.000000 Penalty: 5157.226562
	Iteration 14Q: 3 clusters Score -4848069 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4848339.000000 Penalty: 5157.226562
	Iteration 15Q: 3 clusters Score -4848339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4848442.000000 Penalty: 5157.226562
	Iteration 16Q: 3 clusters Score -4848442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4848498.000000 Penalty: 5157.226562
	Iteration 17Q: 3 clusters Score -4848498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4848537.500000 Penalty: 5157.226562
	Iteration 18Q: 3 clusters Score -4848538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4848558.000000 Penalty: 5157.226562
	Iteration 19Q: 3 clusters Score -4848558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4848574.000000 Penalty: 5157.226562
	Iteration 20F: 3 clusters Score -4848574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4848585.000000 Penalty: 5157.226562
	Iteration 21Q: 3 clusters Score -4848585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4848596.500000 Penalty: 5157.226562
	Iteration 22Q: 3 clusters Score -4848596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4848599.500000 Penalty: 5157.226562
	Iteration 23Q: 3 clusters Score -4848600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4848599.500000 Penalty: 5157.226562
	Iteration 24Q: 3 clusters Score -4848600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4848599.000000 Penalty: 5157.226562
	Iteration 25Q: 3 clusters Score -4848599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4848604.000000 Penalty: 5157.226562
	Iteration 26Q: 3 clusters Score -4848604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4848603.000000 Penalty: 5157.226562
	Iteration 27Q: 3 clusters Score -4848603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4848603.500000 Penalty: 5157.226562
	Iteration 28Q: 3 clusters Score -4848604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4848611.500000 Penalty: 5157.226562
	Iteration 29Q: 3 clusters Score -4848612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4848610.000000 Penalty: 5157.226562
	Iteration 30Q: 3 clusters Score -4848610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4848611.000000 Penalty: 5157.226562
	Iteration 31Q: 3 clusters Score -4848611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4848617.000000 Penalty: 5157.226562
	Iteration 32Q: 3 clusters Score -4848617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4848620.500000 Penalty: 5157.226562
	Iteration 33Q: 3 clusters Score -4848620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4848620.500000 Penalty: 5157.226562
	Iteration 34Q: 3 clusters Score -4848620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4848617.500000 Penalty: 5157.226562
	Iteration 35Q: 3 clusters Score -4848618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4848620.000000 Penalty: 5157.226562
	Iteration 36Q: 3 clusters Score -4848620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4848620.000000 Penalty: 5157.226562
	Iteration 37F: 3 clusters Score -4848620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Entering Unmasked Estep 
Score: -1501815.250000 Penalty: 2298.427979
	Iteration 0F: 2 clusters Score -1501815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1493779.000000 Penalty: 4596.855957
	Iteration 0F: 3 clusters Score -1493779 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1496082.500000 Penalty: 4596.855957
	Iteration 1F: 3 clusters Score -1496082 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1496383.375000 Penalty: 4596.855957
	Iteration 2F: 3 clusters Score -1496383 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1496625.250000 Penalty: 4596.855957
	Iteration 3F: 3 clusters Score -1496625 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1496824.125000 Penalty: 4596.855957
	Iteration 4Q: 3 clusters Score -1496824 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1497022.375000 Penalty: 4596.855957
	Iteration 5Q: 3 clusters Score -1497022 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1497198.500000 Penalty: 4596.855957
	Iteration 6Q: 3 clusters Score -1497198 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1497360.625000 Penalty: 4596.855957
	Iteration 7Q: 3 clusters Score -1497361 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1497534.500000 Penalty: 4596.855957
	Iteration 8Q: 3 clusters Score -1497534 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1497705.375000 Penalty: 4596.855957
	Iteration 9Q: 3 clusters Score -1497705 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1497865.625000 Penalty: 4596.855957
	Iteration 10Q: 3 clusters Score -1497866 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1498018.250000 Penalty: 4596.855957
	Iteration 11Q: 3 clusters Score -1498018 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1498187.875000 Penalty: 4596.855957
	Iteration 12Q: 3 clusters Score -1498188 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1498363.500000 Penalty: 4596.855957
	Iteration 13Q: 3 clusters Score -1498364 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1498504.000000 Penalty: 4596.855957
	Iteration 14Q: 3 clusters Score -1498504 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1498636.750000 Penalty: 4596.855957
	Iteration 15Q: 3 clusters Score -1498637 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1498748.375000 Penalty: 4596.855957
	Iteration 16Q: 3 clusters Score -1498748 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1498832.375000 Penalty: 4596.855957
	Iteration 17Q: 3 clusters Score -1498832 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1498901.375000 Penalty: 4596.855957
	Iteration 18Q: 3 clusters Score -1498901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1498955.000000 Penalty: 4596.855957
	Iteration 19Q: 3 clusters Score -1498955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1499007.625000 Penalty: 4596.855957
	Iteration 20F: 3 clusters Score -1499008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1499049.000000 Penalty: 4596.855957
	Iteration 21Q: 3 clusters Score -1499049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1499090.625000 Penalty: 4596.855957
	Iteration 22Q: 3 clusters Score -1499091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1499132.875000 Penalty: 4596.855957
	Iteration 23Q: 3 clusters Score -1499133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1499163.750000 Penalty: 4596.855957
	Iteration 24Q: 3 clusters Score -1499164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1499194.875000 Penalty: 4596.855957
	Iteration 25Q: 3 clusters Score -1499195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1499224.625000 Penalty: 4596.855957
	Iteration 26Q: 3 clusters Score -1499225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1499245.500000 Penalty: 4596.855957
	Iteration 27Q: 3 clusters Score -1499246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1499260.125000 Penalty: 4596.855957
	Iteration 28Q: 3 clusters Score -1499260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1499280.500000 Penalty: 4596.855957
	Iteration 29Q: 3 clusters Score -1499280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1499293.375000 Penalty: 4596.855957
	Iteration 30Q: 3 clusters Score -1499293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1499310.875000 Penalty: 4596.855957
	Iteration 31Q: 3 clusters Score -1499311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1499333.750000 Penalty: 4596.855957
	Iteration 32Q: 3 clusters Score -1499334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1499352.375000 Penalty: 4596.855957
	Iteration 33Q: 3 clusters Score -1499352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1499368.375000 Penalty: 4596.855957
	Iteration 34Q: 3 clusters Score -1499368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1499382.750000 Penalty: 4596.855957
	Iteration 35Q: 3 clusters Score -1499383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1499401.125000 Penalty: 4596.855957
	Iteration 36Q: 3 clusters Score -1499401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1499414.125000 Penalty: 4596.855957
	Iteration 37Q: 3 clusters Score -1499414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1499430.250000 Penalty: 4596.855957
	Iteration 38Q: 3 clusters Score -1499430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1499441.125000 Penalty: 4596.855957
	Iteration 39Q: 3 clusters Score -1499441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1499457.500000 Penalty: 4596.855957
	Iteration 40F: 3 clusters Score -1499458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1499465.375000 Penalty: 4596.855957
	Iteration 41Q: 3 clusters Score -1499465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1499484.125000 Penalty: 4596.855957
	Iteration 42Q: 3 clusters Score -1499484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1499503.500000 Penalty: 4596.855957
	Iteration 43Q: 3 clusters Score -1499504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1499520.875000 Penalty: 4596.855957
	Iteration 44Q: 3 clusters Score -1499521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1499539.750000 Penalty: 4596.855957
	Iteration 45Q: 3 clusters Score -1499540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1499560.125000 Penalty: 4596.855957
	Iteration 46Q: 3 clusters Score -1499560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1499573.500000 Penalty: 4596.855957
	Iteration 47Q: 3 clusters Score -1499574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1499592.000000 Penalty: 4596.855957
	Iteration 48Q: 3 clusters Score -1499592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1499612.125000 Penalty: 4596.855957
	Iteration 49Q: 3 clusters Score -1499612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1499640.250000 Penalty: 4596.855957
	Iteration 50Q: 3 clusters Score -1499640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1499656.250000 Penalty: 4596.855957
	Iteration 51Q: 3 clusters Score -1499656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1499678.375000 Penalty: 4596.855957
	Iteration 52Q: 3 clusters Score -1499678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1499695.125000 Penalty: 4596.855957
	Iteration 53Q: 3 clusters Score -1499695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1499711.375000 Penalty: 4596.855957
	Iteration 54Q: 3 clusters Score -1499711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1499728.750000 Penalty: 4596.855957
	Iteration 55Q: 3 clusters Score -1499729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1499737.000000 Penalty: 4596.855957
	Iteration 56Q: 3 clusters Score -1499737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1499741.875000 Penalty: 4596.855957
	Iteration 57Q: 3 clusters Score -1499742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1499748.375000 Penalty: 4596.855957
	Iteration 58Q: 3 clusters Score -1499748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1499757.375000 Penalty: 4596.855957
	Iteration 59Q: 3 clusters Score -1499757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1499761.125000 Penalty: 4596.855957
	Iteration 60F: 3 clusters Score -1499761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1499766.000000 Penalty: 4596.855957
	Iteration 61Q: 3 clusters Score -1499766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1499767.375000 Penalty: 4596.855957
	Iteration 62Q: 3 clusters Score -1499767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1499775.625000 Penalty: 4596.855957
	Iteration 63Q: 3 clusters Score -1499776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1499781.000000 Penalty: 4596.855957
	Iteration 64Q: 3 clusters Score -1499781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1499785.125000 Penalty: 4596.855957
	Iteration 65Q: 3 clusters Score -1499785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1499795.375000 Penalty: 4596.855957
	Iteration 66Q: 3 clusters Score -1499795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1499808.625000 Penalty: 4596.855957
	Iteration 67Q: 3 clusters Score -1499809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1499809.750000 Penalty: 4596.855957
	Iteration 68Q: 3 clusters Score -1499810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1499812.375000 Penalty: 4596.855957
	Iteration 69Q: 3 clusters Score -1499812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1499814.500000 Penalty: 4596.855957
	Iteration 70Q: 3 clusters Score -1499814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1499814.875000 Penalty: 4596.855957
	Iteration 71Q: 3 clusters Score -1499815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1499819.250000 Penalty: 4596.855957
	Iteration 72Q: 3 clusters Score -1499819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1499820.625000 Penalty: 4596.855957
	Iteration 73Q: 3 clusters Score -1499821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1499821.750000 Penalty: 4596.855957
	Iteration 74Q: 3 clusters Score -1499822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1499822.875000 Penalty: 4596.855957
	Iteration 75Q: 3 clusters Score -1499823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1499824.875000 Penalty: 4596.855957
	Iteration 76Q: 3 clusters Score -1499825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1499824.125000 Penalty: 4596.855957
	Iteration 77Q: 3 clusters Score -1499824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1499828.000000 Penalty: 4596.855957
	Iteration 78Q: 3 clusters Score -1499828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1499828.000000 Penalty: 4596.855957
	Iteration 79F: 3 clusters Score -1499828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -323865.875000 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -323865.9 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 1264 members 
Entering Unmasked Estep 
Score: -320984.562500 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -320984.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -321731.062500 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -321731.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -321965.593750 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -321965.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322094.062500 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -322094.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -322169.468750 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -322169.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -322220.562500 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -322220.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -322262.375000 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -322262.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -322300.218750 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -322300.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -322322.281250 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -322322.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322336.000000 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -322336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322357.562500 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -322357.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -322386.843750 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -322386.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -322417.406250 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -322417.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322442.906250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -322442.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -322463.125000 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -322463.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -322484.687500 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -322484.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322509.718750 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -322509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -322534.625000 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -322534.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -322559.187500 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -322559.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -322583.218750 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -322583.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -322613.656250 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -322613.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -322633.687500 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -322633.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -322653.781250 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -322653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -322666.843750 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -322666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322680.906250 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -322680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -322690.406250 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -322690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -322700.468750 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -322700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -322714.343750 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -322714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -322731.781250 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -322731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -322747.687500 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -322747.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -322763.062500 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -322763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -322782.812500 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -322782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -322796.437500 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -322796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -322803.156250 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -322803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -322813.843750 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -322813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -322823.000000 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -322823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -322827.000000 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -322827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -322829.000000 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -322829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -322831.312500 Penalty: 3880.925049
	Iteration 38Q: 3 clusters Score -322831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -322832.937500 Penalty: 3880.925049
	Iteration 39Q: 3 clusters Score -322832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -322835.031250 Penalty: 3880.925049
	Iteration 40F: 3 clusters Score -322835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -101842.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -101842.4 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 391 members 
Entering Unmasked Estep 
Score: -100117.671875 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -100117.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100513.382812 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -100513.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100708.437500 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -100708.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100831.531250 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -100831.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100888.234375 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -100888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100935.742188 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -100935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100994.867188 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -100994.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101135.523438 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -101135.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101323.164062 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -101323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101430.007812 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -101430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101460.742188 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -101460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101477.062500 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -101477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101493.546875 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -101493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101514.757812 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -101514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101558.289062 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -101558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101603.093750 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -101603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101614.343750 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -101614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101614.343750 Penalty: 3330.228516
	Iteration 17F: 3 clusters Score -101614.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -62526.089844 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -62526.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61010.324219 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -61010.32 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61226.273438 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -61226.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61286.636719 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -61286.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61336.253906 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -61336.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61364.433594 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -61364.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61384.117188 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -61384.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61424.867188 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -61424.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61453.402344 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -61453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61481.113281 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -61481.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61506.769531 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -61506.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61522.304688 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -61522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61530.175781 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -61530.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61544.074219 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -61544.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61551.789062 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -61551.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61557.945312 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -61557.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61568.933594 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -61568.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61578.925781 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -61578.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61585.421875 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -61585.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61586.230469 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -61586.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61586.230469 Penalty: 3073.436279
	Iteration 19F: 3 clusters Score -61586.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 153789 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 43880 members 
Mstep: Class 8 contains 52506 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34532 members 
Mstep: Class 11 contains 74695 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 32094 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22471 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 142839 members 
Mstep: Class 27 contains 32782 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948256.000000 Penalty: 112253.093750
Iteration 199Q: 34 clusters Score -1.289483e+08 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39373 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 155470 members 
Mstep: Class 5 contains 42862 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 53024 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 34640 members 
Mstep: Class 11 contains 73827 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 52899 members 
Mstep: Class 15 contains 32865 members 
Mstep: Class 16 contains 40972 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11629 members 
Mstep: Class 22 contains 10973 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142697 members 
Mstep: Class 27 contains 33107 members 
Mstep: Class 28 contains 10601 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 34733 members 
Mstep: Class 33 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953272.000000 Penalty: 112253.093750
Iteration 200F: 34 clusters Score -1.289533e+08 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 156242 members 
Mstep: Class 5 contains 42855 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 43884 members 
Mstep: Class 8 contains 53268 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 72890 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 53177 members 
Mstep: Class 15 contains 32599 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22285 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10975 members 
Mstep: Class 23 contains 4695 members 
Mstep: Class 24 contains 22968 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141812 members 
Mstep: Class 27 contains 33203 members 
Mstep: Class 28 contains 10609 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 35284 members 
Mstep: Class 33 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954848.000000 Penalty: 112253.093750
Iteration 201Q: 34 clusters Score -1.289548e+08 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 156853 members 
Mstep: Class 5 contains 42824 members 
Mstep: Class 6 contains 5203 members 
Mstep: Class 7 contains 43848 members 
Mstep: Class 8 contains 53455 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 34686 members 
Mstep: Class 11 contains 72107 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 53460 members 
Mstep: Class 15 contains 32384 members 
Mstep: Class 16 contains 41489 members 
Mstep: Class 17 contains 12825 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22227 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11622 members 
Mstep: Class 22 contains 10964 members 
Mstep: Class 23 contains 4695 members 
Mstep: Class 24 contains 22992 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141185 members 
Mstep: Class 27 contains 33275 members 
Mstep: Class 28 contains 10604 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 35594 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956160.000000 Penalty: 112253.093750
Iteration 202Q: 34 clusters Score -1.289562e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 157376 members 
Mstep: Class 5 contains 42790 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 43823 members 
Mstep: Class 8 contains 53619 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 34736 members 
Mstep: Class 11 contains 71369 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 53733 members 
Mstep: Class 15 contains 32181 members 
Mstep: Class 16 contains 41708 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 22164 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11614 members 
Mstep: Class 22 contains 10968 members 
Mstep: Class 23 contains 4696 members 
Mstep: Class 24 contains 23029 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140752 members 
Mstep: Class 27 contains 33307 members 
Mstep: Class 28 contains 10594 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 35849 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956208.000000 Penalty: 112253.093750
Iteration 203Q: 34 clusters Score -1.289562e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 157869 members 
Mstep: Class 5 contains 42762 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 43791 members 
Mstep: Class 8 contains 53729 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34781 members 
Mstep: Class 11 contains 70680 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 53952 members 
Mstep: Class 15 contains 32005 members 
Mstep: Class 16 contains 41914 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 22116 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 10973 members 
Mstep: Class 23 contains 4697 members 
Mstep: Class 24 contains 23075 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140380 members 
Mstep: Class 27 contains 33327 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 36110 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956752.000000 Penalty: 112253.093750
Iteration 204Q: 34 clusters Score -1.289568e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 42757 members 
Mstep: Class 6 contains 5193 members 
Mstep: Class 7 contains 43753 members 
Mstep: Class 8 contains 53801 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34828 members 
Mstep: Class 11 contains 70096 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 54157 members 
Mstep: Class 15 contains 31850 members 
Mstep: Class 16 contains 42064 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 22076 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 11596 members 
Mstep: Class 22 contains 10965 members 
Mstep: Class 23 contains 4699 members 
Mstep: Class 24 contains 23121 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140108 members 
Mstep: Class 27 contains 33312 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 36335 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956848.000000 Penalty: 112253.093750
Iteration 205Q: 34 clusters Score -1.289568e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 158616 members 
Mstep: Class 5 contains 42753 members 
Mstep: Class 6 contains 5190 members 
Mstep: Class 7 contains 43706 members 
Mstep: Class 8 contains 53863 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34868 members 
Mstep: Class 11 contains 69599 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 54331 members 
Mstep: Class 15 contains 31683 members 
Mstep: Class 16 contains 42204 members 
Mstep: Class 17 contains 12669 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22037 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23157 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139917 members 
Mstep: Class 27 contains 33325 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 36532 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956968.000000 Penalty: 112253.093750
Iteration 206Q: 34 clusters Score -1.28957e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 158845 members 
Mstep: Class 5 contains 42745 members 
Mstep: Class 6 contains 5191 members 
Mstep: Class 7 contains 43672 members 
Mstep: Class 8 contains 53907 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34901 members 
Mstep: Class 11 contains 69168 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 54505 members 
Mstep: Class 15 contains 31549 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 12644 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21999 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23200 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139748 members 
Mstep: Class 27 contains 33317 members 
Mstep: Class 28 contains 10578 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 36731 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956928.000000 Penalty: 112253.093750
Iteration 207Q: 34 clusters Score -1.289569e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 159041 members 
Mstep: Class 5 contains 42732 members 
Mstep: Class 6 contains 5190 members 
Mstep: Class 7 contains 43657 members 
Mstep: Class 8 contains 53950 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34926 members 
Mstep: Class 11 contains 68800 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 54662 members 
Mstep: Class 15 contains 31400 members 
Mstep: Class 16 contains 42467 members 
Mstep: Class 17 contains 12629 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21954 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23230 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139606 members 
Mstep: Class 27 contains 33316 members 
Mstep: Class 28 contains 10573 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 36909 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957144.000000 Penalty: 112253.093750
Iteration 208Q: 34 clusters Score -1.289571e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39379 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 159181 members 
Mstep: Class 5 contains 42719 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 43643 members 
Mstep: Class 8 contains 53975 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 11 contains 68517 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 31265 members 
Mstep: Class 16 contains 42579 members 
Mstep: Class 17 contains 12619 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21923 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10949 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23249 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139501 members 
Mstep: Class 27 contains 33317 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37059 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957280.000000 Penalty: 112253.093750
Iteration 209Q: 34 clusters Score -1.289573e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 159236 members 
Mstep: Class 5 contains 42713 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 7 contains 43629 members 
Mstep: Class 8 contains 53996 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 68292 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 54875 members 
Mstep: Class 15 contains 31128 members 
Mstep: Class 16 contains 42699 members 
Mstep: Class 17 contains 12599 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21885 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10937 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23282 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139458 members 
Mstep: Class 27 contains 33314 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37215 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957256.000000 Penalty: 112253.093750
Iteration 210Q: 34 clusters Score -1.289573e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39383 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 159315 members 
Mstep: Class 5 contains 42702 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 43620 members 
Mstep: Class 8 contains 54005 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35028 members 
Mstep: Class 11 contains 68081 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 54956 members 
Mstep: Class 15 contains 31043 members 
Mstep: Class 16 contains 42810 members 
Mstep: Class 17 contains 12572 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21857 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 11584 members 
Mstep: Class 22 contains 10930 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23317 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139377 members 
Mstep: Class 27 contains 33315 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37335 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957016.000000 Penalty: 112253.093750
Iteration 211Q: 34 clusters Score -1.28957e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 159405 members 
Mstep: Class 5 contains 42699 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43606 members 
Mstep: Class 8 contains 54011 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35065 members 
Mstep: Class 11 contains 67900 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 55023 members 
Mstep: Class 15 contains 30936 members 
Mstep: Class 16 contains 42906 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11579 members 
Mstep: Class 22 contains 10924 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 23352 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139309 members 
Mstep: Class 27 contains 33324 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37438 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957016.000000 Penalty: 112253.093750
Iteration 212Q: 34 clusters Score -1.28957e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39383 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159447 members 
Mstep: Class 5 contains 42697 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43599 members 
Mstep: Class 8 contains 54030 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35106 members 
Mstep: Class 11 contains 67743 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 55099 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 42972 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21799 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11576 members 
Mstep: Class 22 contains 10923 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23373 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139261 members 
Mstep: Class 27 contains 33327 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37527 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957048.000000 Penalty: 112253.093750
Iteration 213Q: 34 clusters Score -1.28957e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39386 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159487 members 
Mstep: Class 5 contains 42697 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 43605 members 
Mstep: Class 8 contains 54061 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35135 members 
Mstep: Class 11 contains 67618 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 55169 members 
Mstep: Class 15 contains 30748 members 
Mstep: Class 16 contains 43032 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21780 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11577 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23386 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139165 members 
Mstep: Class 27 contains 33329 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37614 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956904.000000 Penalty: 112253.093750
Iteration 214Q: 34 clusters Score -1.289569e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159494 members 
Mstep: Class 5 contains 42693 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43602 members 
Mstep: Class 8 contains 54075 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35170 members 
Mstep: Class 11 contains 67502 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6625 members 
Mstep: Class 14 contains 55222 members 
Mstep: Class 15 contains 30665 members 
Mstep: Class 16 contains 43077 members 
Mstep: Class 17 contains 12534 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21769 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11578 members 
Mstep: Class 22 contains 10907 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23399 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139130 members 
Mstep: Class 27 contains 33324 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37720 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128956864.000000 Penalty: 112253.093750
Iteration 215Q: 34 clusters Score -1.289569e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159467 members 
Mstep: Class 5 contains 42693 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43605 members 
Mstep: Class 8 contains 54097 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35200 members 
Mstep: Class 11 contains 67386 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 55294 members 
Mstep: Class 15 contains 30583 members 
Mstep: Class 16 contains 43129 members 
Mstep: Class 17 contains 12521 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21760 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11579 members 
Mstep: Class 22 contains 10903 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23404 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139091 members 
Mstep: Class 27 contains 33322 members 
Mstep: Class 28 contains 10556 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37823 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957160.000000 Penalty: 112253.093750
Iteration 216Q: 34 clusters Score -1.289572e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159452 members 
Mstep: Class 5 contains 42683 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 43601 members 
Mstep: Class 8 contains 54108 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35217 members 
Mstep: Class 11 contains 67304 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 55338 members 
Mstep: Class 15 contains 30516 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21749 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11583 members 
Mstep: Class 22 contains 10898 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23417 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139060 members 
Mstep: Class 27 contains 33338 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37898 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957232.000000 Penalty: 112253.093750
Iteration 217Q: 34 clusters Score -1.289572e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39383 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 159417 members 
Mstep: Class 5 contains 42669 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 43597 members 
Mstep: Class 8 contains 54109 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35244 members 
Mstep: Class 11 contains 67235 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 55380 members 
Mstep: Class 15 contains 30457 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 12503 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21735 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10902 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23429 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139045 members 
Mstep: Class 27 contains 33346 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 37978 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957120.000000 Penalty: 112253.093750
Iteration 218Q: 34 clusters Score -1.289571e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 159382 members 
Mstep: Class 5 contains 42659 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 7 contains 43595 members 
Mstep: Class 8 contains 54117 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35258 members 
Mstep: Class 11 contains 67174 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 55403 members 
Mstep: Class 15 contains 30399 members 
Mstep: Class 16 contains 43246 members 
Mstep: Class 17 contains 12499 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21716 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10905 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23439 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139068 members 
Mstep: Class 27 contains 33354 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38055 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957200.000000 Penalty: 112253.093750
Iteration 219Q: 34 clusters Score -1.289572e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39381 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 159365 members 
Mstep: Class 5 contains 42644 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 43592 members 
Mstep: Class 8 contains 54125 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35272 members 
Mstep: Class 11 contains 67119 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 55434 members 
Mstep: Class 15 contains 30340 members 
Mstep: Class 16 contains 43291 members 
Mstep: Class 17 contains 12489 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21703 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10905 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 23450 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139056 members 
Mstep: Class 27 contains 33361 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38125 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957184.000000 Penalty: 112253.093750
Iteration 220F: 34 clusters Score -1.289572e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39381 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159314 members 
Mstep: Class 5 contains 42638 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 43585 members 
Mstep: Class 8 contains 54139 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 67069 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 55475 members 
Mstep: Class 15 contains 30304 members 
Mstep: Class 16 contains 43332 members 
Mstep: Class 17 contains 12482 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21688 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10894 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23458 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139057 members 
Mstep: Class 27 contains 33367 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38175 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957144.000000 Penalty: 112253.093750
Iteration 221Q: 34 clusters Score -1.289571e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159311 members 
Mstep: Class 5 contains 42630 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43582 members 
Mstep: Class 8 contains 54141 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35304 members 
Mstep: Class 11 contains 67013 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 55510 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 12468 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21674 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10891 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23464 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139030 members 
Mstep: Class 27 contains 33376 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38224 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957408.000000 Penalty: 112253.093750
Iteration 222Q: 34 clusters Score -1.289574e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39383 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159293 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 54146 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35318 members 
Mstep: Class 11 contains 66979 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 55540 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 12463 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21662 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23470 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139005 members 
Mstep: Class 27 contains 33381 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38261 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957488.000000 Penalty: 112253.093750
Iteration 223Q: 34 clusters Score -1.289575e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 5169 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 54146 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35337 members 
Mstep: Class 11 contains 66952 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 55571 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 43432 members 
Mstep: Class 17 contains 12459 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21652 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 138996 members 
Mstep: Class 27 contains 33370 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38296 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957416.000000 Penalty: 112253.093750
Iteration 224Q: 34 clusters Score -1.289574e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39386 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159285 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 43560 members 
Mstep: Class 8 contains 54146 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 66920 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 55587 members 
Mstep: Class 15 contains 30194 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 21637 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23486 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 138994 members 
Mstep: Class 27 contains 33370 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38348 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957608.000000 Penalty: 112253.093750
Iteration 225Q: 34 clusters Score -1.289576e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39385 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159260 members 
Mstep: Class 5 contains 42608 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 43554 members 
Mstep: Class 8 contains 54141 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 66897 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 55602 members 
Mstep: Class 15 contains 30177 members 
Mstep: Class 16 contains 43482 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 21626 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23495 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 138993 members 
Mstep: Class 27 contains 33373 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38408 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957576.000000 Penalty: 112253.093750
Iteration 226Q: 34 clusters Score -1.289576e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39385 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 159242 members 
Mstep: Class 5 contains 42600 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 43542 members 
Mstep: Class 8 contains 54151 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35350 members 
Mstep: Class 11 contains 66870 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 55617 members 
Mstep: Class 15 contains 30151 members 
Mstep: Class 16 contains 43510 members 
Mstep: Class 17 contains 12430 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 21615 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23503 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139004 members 
Mstep: Class 27 contains 33366 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38459 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957632.000000 Penalty: 112253.093750
Iteration 227Q: 34 clusters Score -1.289576e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 159177 members 
Mstep: Class 5 contains 42595 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 43537 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35351 members 
Mstep: Class 11 contains 66844 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 55644 members 
Mstep: Class 15 contains 30126 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 12426 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 21612 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23508 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139053 members 
Mstep: Class 27 contains 33358 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 2448 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38510 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957536.000000 Penalty: 112253.093750
Iteration 228Q: 34 clusters Score -1.289575e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39385 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159119 members 
Mstep: Class 5 contains 42591 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 43527 members 
Mstep: Class 8 contains 54162 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 66820 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 55673 members 
Mstep: Class 15 contains 30103 members 
Mstep: Class 16 contains 43528 members 
Mstep: Class 17 contains 12415 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21607 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10872 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23513 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139097 members 
Mstep: Class 27 contains 33355 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38559 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957544.000000 Penalty: 112253.093750
Iteration 229Q: 34 clusters Score -1.289575e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39384 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159064 members 
Mstep: Class 5 contains 42590 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 43512 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35366 members 
Mstep: Class 11 contains 66797 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 55697 members 
Mstep: Class 15 contains 30068 members 
Mstep: Class 16 contains 43532 members 
Mstep: Class 17 contains 12412 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21597 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23515 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139147 members 
Mstep: Class 27 contains 33357 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38608 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 34 clusters Score -1.289577e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 159010 members 
Mstep: Class 5 contains 42588 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 43507 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35380 members 
Mstep: Class 11 contains 66782 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 30037 members 
Mstep: Class 16 contains 43528 members 
Mstep: Class 17 contains 12400 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21590 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23518 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139195 members 
Mstep: Class 27 contains 33359 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38658 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 34 clusters Score -1.289576e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39382 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158954 members 
Mstep: Class 5 contains 42580 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 43498 members 
Mstep: Class 8 contains 54167 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35390 members 
Mstep: Class 11 contains 66768 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 55733 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 43530 members 
Mstep: Class 17 contains 12394 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21582 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23521 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139242 members 
Mstep: Class 27 contains 33362 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38692 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957640.000000 Penalty: 112253.093750
Iteration 232Q: 34 clusters Score -1.289576e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39381 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158896 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 43492 members 
Mstep: Class 8 contains 54166 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35401 members 
Mstep: Class 11 contains 66761 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6658 members 
Mstep: Class 14 contains 55745 members 
Mstep: Class 15 contains 29981 members 
Mstep: Class 16 contains 43530 members 
Mstep: Class 17 contains 12388 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21574 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23522 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139289 members 
Mstep: Class 27 contains 33367 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38737 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957616.000000 Penalty: 112253.093750
Iteration 233Q: 34 clusters Score -1.289576e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39381 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158826 members 
Mstep: Class 5 contains 42582 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 54176 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35404 members 
Mstep: Class 11 contains 66750 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 55757 members 
Mstep: Class 15 contains 29952 members 
Mstep: Class 16 contains 43530 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23524 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139341 members 
Mstep: Class 27 contains 33369 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38785 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 234Q: 34 clusters Score -1.289577e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39380 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158768 members 
Mstep: Class 5 contains 42584 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 54179 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 66732 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 55772 members 
Mstep: Class 15 contains 29922 members 
Mstep: Class 16 contains 43541 members 
Mstep: Class 17 contains 12376 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21559 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23526 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139367 members 
Mstep: Class 27 contains 33370 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38837 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957712.000000 Penalty: 112253.093750
Iteration 235Q: 34 clusters Score -1.289577e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39380 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158726 members 
Mstep: Class 5 contains 42589 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 43472 members 
Mstep: Class 8 contains 54194 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35412 members 
Mstep: Class 11 contains 66719 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 55781 members 
Mstep: Class 15 contains 29897 members 
Mstep: Class 16 contains 43544 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21549 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23530 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139394 members 
Mstep: Class 27 contains 33371 members 
Mstep: Class 28 contains 10532 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38882 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957744.000000 Penalty: 112253.093750
Iteration 236Q: 34 clusters Score -1.289577e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39377 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 42580 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 54204 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35413 members 
Mstep: Class 11 contains 66715 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 55788 members 
Mstep: Class 15 contains 29867 members 
Mstep: Class 16 contains 43552 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21546 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23532 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139412 members 
Mstep: Class 27 contains 33371 members 
Mstep: Class 28 contains 10531 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38925 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957784.000000 Penalty: 112253.093750
Iteration 237Q: 34 clusters Score -1.289578e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39375 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158650 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 54212 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 66710 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6670 members 
Mstep: Class 14 contains 55794 members 
Mstep: Class 15 contains 29836 members 
Mstep: Class 16 contains 43558 members 
Mstep: Class 17 contains 12367 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21544 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23533 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139435 members 
Mstep: Class 27 contains 33373 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38963 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957792.000000 Penalty: 112253.093750
Iteration 238Q: 34 clusters Score -1.289578e+08 nChanged 250
Entering ConstructFrom: 
Score: -128957792.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -94025.156250 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -94025.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92374.414062 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -92374.41 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92716.687500 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -92716.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92865.968750 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -92865.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92982.617188 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -92982.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93230.765625 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -93230.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -93512.078125 Penalty: 3366.211670
	Iteration 5F: 3 clusters Score -93512.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -93926.335938 Penalty: 3366.211670
	Iteration 6F: 3 clusters Score -93926.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94287.406250 Penalty: 3366.211670
	Iteration 7F: 3 clusters Score -94287.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94515.968750 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -94515.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -94594.140625 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -94594.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94621.523438 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -94621.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94623.382812 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -94623.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94623.382812 Penalty: 3366.211670
	Iteration 12F: 3 clusters Score -94623.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 39372 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158612 members 
Mstep: Class 5 contains 42574 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 54218 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35429 members 
Mstep: Class 11 contains 66705 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 55796 members 
Mstep: Class 15 contains 29815 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21543 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139460 members 
Mstep: Class 27 contains 33374 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38999 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 757 members 
Entering Unmasked Estep 
Score: -128957008.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957792.000000 to -128957008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Entering Unmasked Estep 
Score: -5643222.000000 Penalty: 2624.041016
	Iteration 0F: 2 clusters Score -5643222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5616598.000000 Penalty: 5248.082031
	Iteration 0F: 3 clusters Score -5616598 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5626434.000000 Penalty: 5248.082031
	Iteration 1F: 3 clusters Score -5626434 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -5626999.000000 Penalty: 5248.082031
	Iteration 2Q: 3 clusters Score -5626999 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5627686.500000 Penalty: 5248.082031
	Iteration 3Q: 3 clusters Score -5627686 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5628591.500000 Penalty: 5248.082031
	Iteration 4Q: 3 clusters Score -5628592 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -5629893.500000 Penalty: 5248.082031
	Iteration 5F: 3 clusters Score -5629894 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -5631687.000000 Penalty: 5248.082031
	Iteration 6F: 3 clusters Score -5631687 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5633604.500000 Penalty: 5248.082031
	Iteration 7F: 3 clusters Score -5633604 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5635519.500000 Penalty: 5248.082031
	Iteration 8F: 3 clusters Score -5635520 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5637192.500000 Penalty: 5248.082031
	Iteration 9Q: 3 clusters Score -5637192 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5638440.500000 Penalty: 5248.082031
	Iteration 10Q: 3 clusters Score -5638440 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5639266.500000 Penalty: 5248.082031
	Iteration 11Q: 3 clusters Score -5639266 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5639828.000000 Penalty: 5248.082031
	Iteration 12Q: 3 clusters Score -5639828 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5640170.500000 Penalty: 5248.082031
	Iteration 13Q: 3 clusters Score -5640170 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5640382.500000 Penalty: 5248.082031
	Iteration 14Q: 3 clusters Score -5640382 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5640536.000000 Penalty: 5248.082031
	Iteration 15Q: 3 clusters Score -5640536 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5640625.000000 Penalty: 5248.082031
	Iteration 16Q: 3 clusters Score -5640625 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5640693.500000 Penalty: 5248.082031
	Iteration 17Q: 3 clusters Score -5640694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5640722.000000 Penalty: 5248.082031
	Iteration 18Q: 3 clusters Score -5640722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5640752.500000 Penalty: 5248.082031
	Iteration 19Q: 3 clusters Score -5640752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5640791.500000 Penalty: 5248.082031
	Iteration 20F: 3 clusters Score -5640792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5640809.000000 Penalty: 5248.082031
	Iteration 21Q: 3 clusters Score -5640809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5640824.500000 Penalty: 5248.082031
	Iteration 22Q: 3 clusters Score -5640824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5640831.500000 Penalty: 5248.082031
	Iteration 23Q: 3 clusters Score -5640832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5640849.000000 Penalty: 5248.082031
	Iteration 24Q: 3 clusters Score -5640849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5640860.000000 Penalty: 5248.082031
	Iteration 25Q: 3 clusters Score -5640860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5640867.000000 Penalty: 5248.082031
	Iteration 26Q: 3 clusters Score -5640867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5640867.000000 Penalty: 5248.082031
	Iteration 27Q: 3 clusters Score -5640867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5640885.000000 Penalty: 5248.082031
	Iteration 28Q: 3 clusters Score -5640885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5640888.500000 Penalty: 5248.082031
	Iteration 29Q: 3 clusters Score -5640888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5640897.000000 Penalty: 5248.082031
	Iteration 30Q: 3 clusters Score -5640897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5640908.500000 Penalty: 5248.082031
	Iteration 31Q: 3 clusters Score -5640908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5640902.000000 Penalty: 5248.082031
	Iteration 32Q: 3 clusters Score -5640902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5640904.000000 Penalty: 5248.082031
	Iteration 33Q: 3 clusters Score -5640904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5640909.000000 Penalty: 5248.082031
	Iteration 34Q: 3 clusters Score -5640909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5640905.000000 Penalty: 5248.082031
	Iteration 35Q: 3 clusters Score -5640905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5640928.500000 Penalty: 5248.082031
	Iteration 36Q: 3 clusters Score -5640928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5640946.500000 Penalty: 5248.082031
	Iteration 37Q: 3 clusters Score -5640946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5640947.000000 Penalty: 5248.082031
	Iteration 38Q: 3 clusters Score -5640947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5640954.000000 Penalty: 5248.082031
	Iteration 39Q: 3 clusters Score -5640954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5640958.500000 Penalty: 5248.082031
	Iteration 40F: 3 clusters Score -5640958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5640956.000000 Penalty: 5248.082031
	Iteration 41Q: 3 clusters Score -5640956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5640952.000000 Penalty: 5248.082031
	Iteration 42Q: 3 clusters Score -5640952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5640957.500000 Penalty: 5248.082031
	Iteration 43Q: 3 clusters Score -5640958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5640956.500000 Penalty: 5248.082031
	Iteration 44Q: 3 clusters Score -5640956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5640957.500000 Penalty: 5248.082031
	Iteration 45Q: 3 clusters Score -5640958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5640955.500000 Penalty: 5248.082031
	Iteration 46Q: 3 clusters Score -5640956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5640959.500000 Penalty: 5248.082031
	Iteration 47Q: 3 clusters Score -5640960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5640960.500000 Penalty: 5248.082031
	Iteration 48Q: 3 clusters Score -5640960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5640960.500000 Penalty: 5248.082031
	Iteration 49F: 3 clusters Score -5640960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -356922.687500 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -356922.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -353999.062500 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -353999.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -354536.562500 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -354536.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -354657.031250 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -354657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -354744.343750 Penalty: 3870.706299
	Iteration 3Q: 3 clusters Score -354744.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -354792.125000 Penalty: 3870.706299
	Iteration 4Q: 3 clusters Score -354792.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -354823.937500 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -354823.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -354844.781250 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -354844.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -354866.093750 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -354866.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -354889.218750 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -354889.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -354902.687500 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -354902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -354915.781250 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -354915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -354924.218750 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -354924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -354928.562500 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -354928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -354932.156250 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -354932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -354935.468750 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -354935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354940.656250 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -354940.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -354942.656250 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -354942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -354944.656250 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -354944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -354947.062500 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -354947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354949.218750 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -354949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354950.437500 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -354950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354951.562500 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -354951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354953.062500 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -354953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -354956.406250 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -354956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354962.906250 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -354962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -354966.812500 Penalty: 3870.706299
	Iteration 25Q: 3 clusters Score -354966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354973.343750 Penalty: 3870.706299
	Iteration 26Q: 3 clusters Score -354973.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354979.812500 Penalty: 3870.706299
	Iteration 27Q: 3 clusters Score -354979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -354982.250000 Penalty: 3870.706299
	Iteration 28Q: 3 clusters Score -354982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -354986.031250 Penalty: 3870.706299
	Iteration 29Q: 3 clusters Score -354986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -354989.125000 Penalty: 3870.706299
	Iteration 30Q: 3 clusters Score -354989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -354992.718750 Penalty: 3870.706299
	Iteration 31Q: 3 clusters Score -354992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354993.156250 Penalty: 3870.706299
	Iteration 32Q: 3 clusters Score -354993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354993.156250 Penalty: 3870.706299
	Iteration 33F: 3 clusters Score -354993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Entering Unmasked Estep 
Score: -23257164.000000 Penalty: 2969.605713
	Iteration 0F: 2 clusters Score -2.325716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -23154932.000000 Penalty: 5939.211426
	Iteration 0F: 3 clusters Score -2.315493e+07 nChanged 75829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -23198456.000000 Penalty: 5939.211426
	Iteration 1F: 3 clusters Score -2.319846e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -23199204.000000 Penalty: 5939.211426
	Iteration 2Q: 3 clusters Score -2.31992e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -23200068.000000 Penalty: 5939.211426
	Iteration 3Q: 3 clusters Score -2.320007e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -23200894.000000 Penalty: 5939.211426
	Iteration 4Q: 3 clusters Score -2.320089e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -23202056.000000 Penalty: 5939.211426
	Iteration 5Q: 3 clusters Score -2.320206e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -23203748.000000 Penalty: 5939.211426
	Iteration 6Q: 3 clusters Score -2.320375e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -23206740.000000 Penalty: 5939.211426
	Iteration 7Q: 3 clusters Score -2.320674e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -23211474.000000 Penalty: 5939.211426
	Iteration 8F: 3 clusters Score -2.321147e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -23219040.000000 Penalty: 5939.211426
	Iteration 9F: 3 clusters Score -2.321904e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -23227172.000000 Penalty: 5939.211426
	Iteration 10F: 3 clusters Score -2.322717e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 135941 members 
Entering Unmasked Estep 
Score: -23235644.000000 Penalty: 5939.211426
	Iteration 11F: 3 clusters Score -2.323564e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -23242042.000000 Penalty: 5939.211426
	Iteration 12Q: 3 clusters Score -2.324204e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -23246758.000000 Penalty: 5939.211426
	Iteration 13Q: 3 clusters Score -2.324676e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -23249476.000000 Penalty: 5939.211426
	Iteration 14Q: 3 clusters Score -2.324948e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -23251200.000000 Penalty: 5939.211426
	Iteration 15Q: 3 clusters Score -2.32512e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -23252278.000000 Penalty: 5939.211426
	Iteration 16Q: 3 clusters Score -2.325228e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -23252998.000000 Penalty: 5939.211426
	Iteration 17Q: 3 clusters Score -2.3253e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -23253558.000000 Penalty: 5939.211426
	Iteration 18Q: 3 clusters Score -2.325356e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -23253870.000000 Penalty: 5939.211426
	Iteration 19Q: 3 clusters Score -2.325387e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -23254116.000000 Penalty: 5939.211426
	Iteration 20F: 3 clusters Score -2.325412e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -23254180.000000 Penalty: 5939.211426
	Iteration 21Q: 3 clusters Score -2.325418e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -23254230.000000 Penalty: 5939.211426
	Iteration 22Q: 3 clusters Score -2.325423e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -23254246.000000 Penalty: 5939.211426
	Iteration 23Q: 3 clusters Score -2.325425e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -23254300.000000 Penalty: 5939.211426
	Iteration 24Q: 3 clusters Score -2.32543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 157591 members 
Entering Unmasked Estep 
Score: -23254354.000000 Penalty: 5939.211426
	Iteration 25Q: 3 clusters Score -2.325435e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -23254354.000000 Penalty: 5939.211426
	Iteration 26Q: 3 clusters Score -2.325435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -23254382.000000 Penalty: 5939.211426
	Iteration 27Q: 3 clusters Score -2.325438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -23254390.000000 Penalty: 5939.211426
	Iteration 28Q: 3 clusters Score -2.325439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -23254418.000000 Penalty: 5939.211426
	Iteration 29Q: 3 clusters Score -2.325442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -23254438.000000 Penalty: 5939.211426
	Iteration 30Q: 3 clusters Score -2.325444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -23254430.000000 Penalty: 5939.211426
	Iteration 31Q: 3 clusters Score -2.325443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -23254434.000000 Penalty: 5939.211426
	Iteration 32Q: 3 clusters Score -2.325443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -23254442.000000 Penalty: 5939.211426
	Iteration 33Q: 3 clusters Score -2.325444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -23254470.000000 Penalty: 5939.211426
	Iteration 34Q: 3 clusters Score -2.325447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -23254452.000000 Penalty: 5939.211426
	Iteration 35Q: 3 clusters Score -2.325445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -23254456.000000 Penalty: 5939.211426
	Iteration 36Q: 3 clusters Score -2.325446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -23254472.000000 Penalty: 5939.211426
	Iteration 37Q: 3 clusters Score -2.325447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -23254464.000000 Penalty: 5939.211426
	Iteration 38Q: 3 clusters Score -2.325446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -23254454.000000 Penalty: 5939.211426
	Iteration 39Q: 3 clusters Score -2.325445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -23254464.000000 Penalty: 5939.211426
	Iteration 40F: 3 clusters Score -2.325446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -23254472.000000 Penalty: 5939.211426
	Iteration 41Q: 3 clusters Score -2.325447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 157792 members 
Entering Unmasked Estep 
Score: -23254478.000000 Penalty: 5939.211426
	Iteration 42Q: 3 clusters Score -2.325448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -23254474.000000 Penalty: 5939.211426
	Iteration 43Q: 3 clusters Score -2.325447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -23254468.000000 Penalty: 5939.211426
	Iteration 44Q: 3 clusters Score -2.325447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -23254482.000000 Penalty: 5939.211426
	Iteration 45Q: 3 clusters Score -2.325448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -23254500.000000 Penalty: 5939.211426
	Iteration 46Q: 3 clusters Score -2.32545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -23254504.000000 Penalty: 5939.211426
	Iteration 47Q: 3 clusters Score -2.32545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -23254522.000000 Penalty: 5939.211426
	Iteration 48Q: 3 clusters Score -2.325452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -23254512.000000 Penalty: 5939.211426
	Iteration 49Q: 3 clusters Score -2.325451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23254520.000000 Penalty: 5939.211426
	Iteration 50Q: 3 clusters Score -2.325452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -23254534.000000 Penalty: 5939.211426
	Iteration 51Q: 3 clusters Score -2.325453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -23254516.000000 Penalty: 5939.211426
	Iteration 52Q: 3 clusters Score -2.325452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -23254516.000000 Penalty: 5939.211426
	Iteration 53Q: 3 clusters Score -2.325452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -23254520.000000 Penalty: 5939.211426
	Iteration 54Q: 3 clusters Score -2.325452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -23254520.000000 Penalty: 5939.211426
	Iteration 55Q: 3 clusters Score -2.325452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -23254520.000000 Penalty: 5939.211426
	Iteration 56F: 3 clusters Score -2.325452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Entering Unmasked Estep 
Score: -6007066.500000 Penalty: 2643.431885
	Iteration 0F: 2 clusters Score -6007066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5978378.500000 Penalty: 5286.863770
	Iteration 0F: 3 clusters Score -5978378 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5989009.500000 Penalty: 5286.863770
	Iteration 1F: 3 clusters Score -5989010 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5989822.500000 Penalty: 5286.863770
	Iteration 2Q: 3 clusters Score -5989822 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5990925.500000 Penalty: 5286.863770
	Iteration 3F: 3 clusters Score -5990926 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -5992463.000000 Penalty: 5286.863770
	Iteration 4F: 3 clusters Score -5992463 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -5994396.000000 Penalty: 5286.863770
	Iteration 5F: 3 clusters Score -5994396 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5996707.000000 Penalty: 5286.863770
	Iteration 6F: 3 clusters Score -5996707 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5999090.000000 Penalty: 5286.863770
	Iteration 7F: 3 clusters Score -5999090 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -6001288.000000 Penalty: 5286.863770
	Iteration 8F: 3 clusters Score -6001288 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -6003136.000000 Penalty: 5286.863770
	Iteration 9Q: 3 clusters Score -6003136 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -6004184.500000 Penalty: 5286.863770
	Iteration 10Q: 3 clusters Score -6004184 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6004710.500000 Penalty: 5286.863770
	Iteration 11Q: 3 clusters Score -6004710 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6005093.500000 Penalty: 5286.863770
	Iteration 12Q: 3 clusters Score -6005094 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -6005305.500000 Penalty: 5286.863770
	Iteration 13Q: 3 clusters Score -6005306 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -6005486.000000 Penalty: 5286.863770
	Iteration 14Q: 3 clusters Score -6005486 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6005662.500000 Penalty: 5286.863770
	Iteration 15Q: 3 clusters Score -6005662 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6005796.000000 Penalty: 5286.863770
	Iteration 16Q: 3 clusters Score -6005796 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6005907.000000 Penalty: 5286.863770
	Iteration 17Q: 3 clusters Score -6005907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6006042.000000 Penalty: 5286.863770
	Iteration 18Q: 3 clusters Score -6006042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6006148.500000 Penalty: 5286.863770
	Iteration 19Q: 3 clusters Score -6006148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6006239.500000 Penalty: 5286.863770
	Iteration 20F: 3 clusters Score -6006240 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6006302.000000 Penalty: 5286.863770
	Iteration 21Q: 3 clusters Score -6006302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6006366.500000 Penalty: 5286.863770
	Iteration 22Q: 3 clusters Score -6006366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6006416.000000 Penalty: 5286.863770
	Iteration 23Q: 3 clusters Score -6006416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6006457.500000 Penalty: 5286.863770
	Iteration 24Q: 3 clusters Score -6006458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6006506.500000 Penalty: 5286.863770
	Iteration 25Q: 3 clusters Score -6006506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6006538.500000 Penalty: 5286.863770
	Iteration 26Q: 3 clusters Score -6006538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6006548.000000 Penalty: 5286.863770
	Iteration 27Q: 3 clusters Score -6006548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6006558.000000 Penalty: 5286.863770
	Iteration 28Q: 3 clusters Score -6006558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6006571.500000 Penalty: 5286.863770
	Iteration 29Q: 3 clusters Score -6006572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6006586.500000 Penalty: 5286.863770
	Iteration 30Q: 3 clusters Score -6006586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6006591.000000 Penalty: 5286.863770
	Iteration 31Q: 3 clusters Score -6006591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6006591.500000 Penalty: 5286.863770
	Iteration 32Q: 3 clusters Score -6006592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6006596.500000 Penalty: 5286.863770
	Iteration 33Q: 3 clusters Score -6006596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6006609.000000 Penalty: 5286.863770
	Iteration 34Q: 3 clusters Score -6006609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6006606.500000 Penalty: 5286.863770
	Iteration 35Q: 3 clusters Score -6006606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6006602.000000 Penalty: 5286.863770
	Iteration 36Q: 3 clusters Score -6006602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6006605.500000 Penalty: 5286.863770
	Iteration 37Q: 3 clusters Score -6006606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6006608.500000 Penalty: 5286.863770
	Iteration 38Q: 3 clusters Score -6006608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6006608.000000 Penalty: 5286.863770
	Iteration 39Q: 3 clusters Score -6006608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6006611.500000 Penalty: 5286.863770
	Iteration 40F: 3 clusters Score -6006612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6006610.000000 Penalty: 5286.863770
	Iteration 41Q: 3 clusters Score -6006610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6006607.500000 Penalty: 5286.863770
	Iteration 42Q: 3 clusters Score -6006608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6006607.000000 Penalty: 5286.863770
	Iteration 43Q: 3 clusters Score -6006607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6006608.000000 Penalty: 5286.863770
	Iteration 44Q: 3 clusters Score -6006608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6006606.000000 Penalty: 5286.863770
	Iteration 45Q: 3 clusters Score -6006606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6006608.500000 Penalty: 5286.863770
	Iteration 46Q: 3 clusters Score -6006608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6006608.000000 Penalty: 5286.863770
	Iteration 47Q: 3 clusters Score -6006608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6006618.000000 Penalty: 5286.863770
	Iteration 48Q: 3 clusters Score -6006618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6006616.000000 Penalty: 5286.863770
	Iteration 49Q: 3 clusters Score -6006616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6006626.500000 Penalty: 5286.863770
	Iteration 50Q: 3 clusters Score -6006626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6006627.000000 Penalty: 5286.863770
	Iteration 51Q: 3 clusters Score -6006627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6006618.500000 Penalty: 5286.863770
	Iteration 52Q: 3 clusters Score -6006618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6006618.500000 Penalty: 5286.863770
	Iteration 53F: 3 clusters Score -6006618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -683915.937500 Penalty: 2119.401855
	Iteration 0F: 2 clusters Score -683915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -679338.437500 Penalty: 4238.803711
	Iteration 0F: 3 clusters Score -679338.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -680495.750000 Penalty: 4238.803711
	Iteration 1F: 3 clusters Score -680495.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -680722.312500 Penalty: 4238.803711
	Iteration 2F: 3 clusters Score -680722.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -680865.250000 Penalty: 4238.803711
	Iteration 3Q: 3 clusters Score -680865.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -680976.187500 Penalty: 4238.803711
	Iteration 4Q: 3 clusters Score -680976.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -681062.000000 Penalty: 4238.803711
	Iteration 5Q: 3 clusters Score -681062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -681144.312500 Penalty: 4238.803711
	Iteration 6Q: 3 clusters Score -681144.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -681214.187500 Penalty: 4238.803711
	Iteration 7Q: 3 clusters Score -681214.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -681284.187500 Penalty: 4238.803711
	Iteration 8Q: 3 clusters Score -681284.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -681355.687500 Penalty: 4238.803711
	Iteration 9Q: 3 clusters Score -681355.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -681439.687500 Penalty: 4238.803711
	Iteration 10Q: 3 clusters Score -681439.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -681525.562500 Penalty: 4238.803711
	Iteration 11Q: 3 clusters Score -681525.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -681583.625000 Penalty: 4238.803711
	Iteration 12Q: 3 clusters Score -681583.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -681628.062500 Penalty: 4238.803711
	Iteration 13Q: 3 clusters Score -681628.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -681675.500000 Penalty: 4238.803711
	Iteration 14Q: 3 clusters Score -681675.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -681714.250000 Penalty: 4238.803711
	Iteration 15Q: 3 clusters Score -681714.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -681747.937500 Penalty: 4238.803711
	Iteration 16Q: 3 clusters Score -681747.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -681772.000000 Penalty: 4238.803711
	Iteration 17Q: 3 clusters Score -681772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -681793.437500 Penalty: 4238.803711
	Iteration 18Q: 3 clusters Score -681793.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -681806.625000 Penalty: 4238.803711
	Iteration 19Q: 3 clusters Score -681806.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -681811.312500 Penalty: 4238.803711
	Iteration 20F: 3 clusters Score -681811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -681819.562500 Penalty: 4238.803711
	Iteration 21Q: 3 clusters Score -681819.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -681823.375000 Penalty: 4238.803711
	Iteration 22Q: 3 clusters Score -681823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -681825.937500 Penalty: 4238.803711
	Iteration 23Q: 3 clusters Score -681825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -681829.937500 Penalty: 4238.803711
	Iteration 24Q: 3 clusters Score -681829.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -681833.875000 Penalty: 4238.803711
	Iteration 25Q: 3 clusters Score -681833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -681837.375000 Penalty: 4238.803711
	Iteration 26Q: 3 clusters Score -681837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -681839.625000 Penalty: 4238.803711
	Iteration 27Q: 3 clusters Score -681839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -681840.000000 Penalty: 4238.803711
	Iteration 28Q: 3 clusters Score -681840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -681839.937500 Penalty: 4238.803711
	Iteration 29Q: 3 clusters Score -681839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -681840.062500 Penalty: 4238.803711
	Iteration 30Q: 3 clusters Score -681840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -681841.125000 Penalty: 4238.803711
	Iteration 31Q: 3 clusters Score -681841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -681841.437500 Penalty: 4238.803711
	Iteration 32Q: 3 clusters Score -681841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -681841.437500 Penalty: 4238.803711
	Iteration 33F: 3 clusters Score -681841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Entering Unmasked Estep 
Score: -6249069.000000 Penalty: 2648.522705
	Iteration 0F: 2 clusters Score -6249069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6219686.000000 Penalty: 5297.045410
	Iteration 0F: 3 clusters Score -6219686 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -6230402.500000 Penalty: 5297.045410
	Iteration 1F: 3 clusters Score -6230402 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -6231009.000000 Penalty: 5297.045410
	Iteration 2Q: 3 clusters Score -6231009 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -6231596.500000 Penalty: 5297.045410
	Iteration 3Q: 3 clusters Score -6231596 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6232307.500000 Penalty: 5297.045410
	Iteration 4Q: 3 clusters Score -6232308 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6233338.500000 Penalty: 5297.045410
	Iteration 5F: 3 clusters Score -6233338 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6234854.500000 Penalty: 5297.045410
	Iteration 6F: 3 clusters Score -6234854 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -6237091.500000 Penalty: 5297.045410
	Iteration 7F: 3 clusters Score -6237092 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -6239862.500000 Penalty: 5297.045410
	Iteration 8F: 3 clusters Score -6239862 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6242786.000000 Penalty: 5297.045410
	Iteration 9F: 3 clusters Score -6242786 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6244983.500000 Penalty: 5297.045410
	Iteration 10F: 3 clusters Score -6244984 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6246008.500000 Penalty: 5297.045410
	Iteration 11Q: 3 clusters Score -6246008 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6246403.500000 Penalty: 5297.045410
	Iteration 12Q: 3 clusters Score -6246404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6246590.000000 Penalty: 5297.045410
	Iteration 13Q: 3 clusters Score -6246590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6246671.000000 Penalty: 5297.045410
	Iteration 14Q: 3 clusters Score -6246671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6246716.500000 Penalty: 5297.045410
	Iteration 15Q: 3 clusters Score -6246716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6246721.500000 Penalty: 5297.045410
	Iteration 16Q: 3 clusters Score -6246722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6246739.000000 Penalty: 5297.045410
	Iteration 17Q: 3 clusters Score -6246739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6246744.500000 Penalty: 5297.045410
	Iteration 18Q: 3 clusters Score -6246744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6246744.000000 Penalty: 5297.045410
	Iteration 19Q: 3 clusters Score -6246744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6246748.500000 Penalty: 5297.045410
	Iteration 20F: 3 clusters Score -6246748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6246750.000000 Penalty: 5297.045410
	Iteration 21Q: 3 clusters Score -6246750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6246750.000000 Penalty: 5297.045410
	Iteration 22F: 3 clusters Score -6246750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Entering Unmasked Estep 
Score: -8015246.500000 Penalty: 2703.390625
	Iteration 0F: 2 clusters Score -8015246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -7978943.000000 Penalty: 5406.781250
	Iteration 0F: 3 clusters Score -7978943 nChanged 24879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7992640.000000 Penalty: 5406.781250
	Iteration 1F: 3 clusters Score -7992640 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -7993077.500000 Penalty: 5406.781250
	Iteration 2Q: 3 clusters Score -7993078 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -7993465.500000 Penalty: 5406.781250
	Iteration 3Q: 3 clusters Score -7993466 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7993808.500000 Penalty: 5406.781250
	Iteration 4Q: 3 clusters Score -7993808 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -7994172.500000 Penalty: 5406.781250
	Iteration 5Q: 3 clusters Score -7994172 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -7994572.000000 Penalty: 5406.781250
	Iteration 6Q: 3 clusters Score -7994572 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -7995183.500000 Penalty: 5406.781250
	Iteration 7Q: 3 clusters Score -7995184 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7995966.500000 Penalty: 5406.781250
	Iteration 8Q: 3 clusters Score -7995966 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -7997233.000000 Penalty: 5406.781250
	Iteration 9Q: 3 clusters Score -7997233 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -7999220.500000 Penalty: 5406.781250
	Iteration 10F: 3 clusters Score -7999220 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -8001977.000000 Penalty: 5406.781250
	Iteration 11F: 3 clusters Score -8001977 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8005021.000000 Penalty: 5406.781250
	Iteration 12F: 3 clusters Score -8005021 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -8007761.500000 Penalty: 5406.781250
	Iteration 13F: 3 clusters Score -8007762 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -8009447.500000 Penalty: 5406.781250
	Iteration 14Q: 3 clusters Score -8009448 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -8010218.000000 Penalty: 5406.781250
	Iteration 15Q: 3 clusters Score -8010218 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8010713.500000 Penalty: 5406.781250
	Iteration 16Q: 3 clusters Score -8010714 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8011052.500000 Penalty: 5406.781250
	Iteration 17Q: 3 clusters Score -8011052 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8011321.500000 Penalty: 5406.781250
	Iteration 18Q: 3 clusters Score -8011322 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8011489.500000 Penalty: 5406.781250
	Iteration 19Q: 3 clusters Score -8011490 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -8011607.500000 Penalty: 5406.781250
	Iteration 20F: 3 clusters Score -8011608 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8011707.000000 Penalty: 5406.781250
	Iteration 21Q: 3 clusters Score -8011707 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8011789.000000 Penalty: 5406.781250
	Iteration 22Q: 3 clusters Score -8011789 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8011869.500000 Penalty: 5406.781250
	Iteration 23Q: 3 clusters Score -8011870 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8011937.500000 Penalty: 5406.781250
	Iteration 24Q: 3 clusters Score -8011938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8011991.000000 Penalty: 5406.781250
	Iteration 25Q: 3 clusters Score -8011991 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8012039.000000 Penalty: 5406.781250
	Iteration 26Q: 3 clusters Score -8012039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8012071.000000 Penalty: 5406.781250
	Iteration 27Q: 3 clusters Score -8012071 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8012082.500000 Penalty: 5406.781250
	Iteration 28Q: 3 clusters Score -8012082 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8012155.000000 Penalty: 5406.781250
	Iteration 29Q: 3 clusters Score -8012155 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8012198.500000 Penalty: 5406.781250
	Iteration 30Q: 3 clusters Score -8012198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8012257.000000 Penalty: 5406.781250
	Iteration 31Q: 3 clusters Score -8012257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8012290.500000 Penalty: 5406.781250
	Iteration 32Q: 3 clusters Score -8012290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8012315.000000 Penalty: 5406.781250
	Iteration 33Q: 3 clusters Score -8012315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8012349.000000 Penalty: 5406.781250
	Iteration 34Q: 3 clusters Score -8012349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8012386.000000 Penalty: 5406.781250
	Iteration 35Q: 3 clusters Score -8012386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8012413.000000 Penalty: 5406.781250
	Iteration 36Q: 3 clusters Score -8012413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8012462.500000 Penalty: 5406.781250
	Iteration 37Q: 3 clusters Score -8012462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8012482.500000 Penalty: 5406.781250
	Iteration 38Q: 3 clusters Score -8012482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8012547.000000 Penalty: 5406.781250
	Iteration 39Q: 3 clusters Score -8012547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8012571.000000 Penalty: 5406.781250
	Iteration 40F: 3 clusters Score -8012571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8012582.500000 Penalty: 5406.781250
	Iteration 41Q: 3 clusters Score -8012582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8012610.000000 Penalty: 5406.781250
	Iteration 42Q: 3 clusters Score -8012610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8012621.500000 Penalty: 5406.781250
	Iteration 43Q: 3 clusters Score -8012622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8012634.500000 Penalty: 5406.781250
	Iteration 44Q: 3 clusters Score -8012634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8012657.500000 Penalty: 5406.781250
	Iteration 45Q: 3 clusters Score -8012658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8012692.500000 Penalty: 5406.781250
	Iteration 46Q: 3 clusters Score -8012692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8012726.000000 Penalty: 5406.781250
	Iteration 47Q: 3 clusters Score -8012726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8012755.000000 Penalty: 5406.781250
	Iteration 48Q: 3 clusters Score -8012755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8012778.000000 Penalty: 5406.781250
	Iteration 49Q: 3 clusters Score -8012778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8012790.500000 Penalty: 5406.781250
	Iteration 50Q: 3 clusters Score -8012790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8012816.500000 Penalty: 5406.781250
	Iteration 51Q: 3 clusters Score -8012816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8012827.000000 Penalty: 5406.781250
	Iteration 52Q: 3 clusters Score -8012827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8012839.500000 Penalty: 5406.781250
	Iteration 53Q: 3 clusters Score -8012840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8012860.000000 Penalty: 5406.781250
	Iteration 54Q: 3 clusters Score -8012860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8012884.000000 Penalty: 5406.781250
	Iteration 55Q: 3 clusters Score -8012884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8012888.000000 Penalty: 5406.781250
	Iteration 56Q: 3 clusters Score -8012888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8012880.500000 Penalty: 5406.781250
	Iteration 57Q: 3 clusters Score -8012880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8012900.000000 Penalty: 5406.781250
	Iteration 58Q: 3 clusters Score -8012900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8012895.500000 Penalty: 5406.781250
	Iteration 59Q: 3 clusters Score -8012896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8012905.500000 Penalty: 5406.781250
	Iteration 60F: 3 clusters Score -8012906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8012910.500000 Penalty: 5406.781250
	Iteration 61Q: 3 clusters Score -8012910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8012912.500000 Penalty: 5406.781250
	Iteration 62Q: 3 clusters Score -8012912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8012910.500000 Penalty: 5406.781250
	Iteration 63Q: 3 clusters Score -8012910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8012910.500000 Penalty: 5406.781250
	Iteration 64F: 3 clusters Score -8012910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 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 146 members 
Entering Unmasked Estep 
Score: -31374.115234 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31374.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31603.394531 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31603.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31674.912109 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -31674.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31749.099609 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31776.787109 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31776.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31808.292969 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31808.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31821.912109 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31821.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31821.912109 Penalty: 2807.103027
	Iteration 7F: 3 clusters Score -31821.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Entering Unmasked Estep 
Score: -5257213.500000 Penalty: 2597.870850
	Iteration 0F: 2 clusters Score -5257214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -5232989.500000 Penalty: 5195.741699
	Iteration 0F: 3 clusters Score -5232990 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5241503.000000 Penalty: 5195.741699
	Iteration 1F: 3 clusters Score -5241503 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5241898.500000 Penalty: 5195.741699
	Iteration 2Q: 3 clusters Score -5241898 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5242292.500000 Penalty: 5195.741699
	Iteration 3Q: 3 clusters Score -5242292 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5242679.500000 Penalty: 5195.741699
	Iteration 4Q: 3 clusters Score -5242680 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5243065.500000 Penalty: 5195.741699
	Iteration 5Q: 3 clusters Score -5243066 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5243522.000000 Penalty: 5195.741699
	Iteration 6Q: 3 clusters Score -5243522 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5244077.500000 Penalty: 5195.741699
	Iteration 7Q: 3 clusters Score -5244078 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5244931.500000 Penalty: 5195.741699
	Iteration 8Q: 3 clusters Score -5244932 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5246132.500000 Penalty: 5195.741699
	Iteration 9F: 3 clusters Score -5246132 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5247834.500000 Penalty: 5195.741699
	Iteration 10F: 3 clusters Score -5247834 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -5249802.500000 Penalty: 5195.741699
	Iteration 11F: 3 clusters Score -5249802 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -5251695.500000 Penalty: 5195.741699
	Iteration 12F: 3 clusters Score -5251696 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5253083.500000 Penalty: 5195.741699
	Iteration 13Q: 3 clusters Score -5253084 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5253895.000000 Penalty: 5195.741699
	Iteration 14Q: 3 clusters Score -5253895 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5254329.500000 Penalty: 5195.741699
	Iteration 15Q: 3 clusters Score -5254330 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -5254592.000000 Penalty: 5195.741699
	Iteration 16Q: 3 clusters Score -5254592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5254740.500000 Penalty: 5195.741699
	Iteration 17Q: 3 clusters Score -5254740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5254832.500000 Penalty: 5195.741699
	Iteration 18Q: 3 clusters Score -5254832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5254882.500000 Penalty: 5195.741699
	Iteration 19Q: 3 clusters Score -5254882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -5254912.500000 Penalty: 5195.741699
	Iteration 20F: 3 clusters Score -5254912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5254943.500000 Penalty: 5195.741699
	Iteration 21Q: 3 clusters Score -5254944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -5254961.500000 Penalty: 5195.741699
	Iteration 22Q: 3 clusters Score -5254962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5254965.000000 Penalty: 5195.741699
	Iteration 23Q: 3 clusters Score -5254965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -5254967.000000 Penalty: 5195.741699
	Iteration 24Q: 3 clusters Score -5254967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5254975.000000 Penalty: 5195.741699
	Iteration 25Q: 3 clusters Score -5254975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5254975.000000 Penalty: 5195.741699
	Iteration 26Q: 3 clusters Score -5254975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5254974.000000 Penalty: 5195.741699
	Iteration 27Q: 3 clusters Score -5254974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5254981.000000 Penalty: 5195.741699
	Iteration 28Q: 3 clusters Score -5254981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5254989.500000 Penalty: 5195.741699
	Iteration 29Q: 3 clusters Score -5254990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5254990.000000 Penalty: 5195.741699
	Iteration 30Q: 3 clusters Score -5254990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5255001.000000 Penalty: 5195.741699
	Iteration 31Q: 3 clusters Score -5255001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5255004.000000 Penalty: 5195.741699
	Iteration 32Q: 3 clusters Score -5255004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5255005.500000 Penalty: 5195.741699
	Iteration 33Q: 3 clusters Score -5255006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5255013.000000 Penalty: 5195.741699
	Iteration 34Q: 3 clusters Score -5255013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5255012.500000 Penalty: 5195.741699
	Iteration 35Q: 3 clusters Score -5255012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5255012.500000 Penalty: 5195.741699
	Iteration 36F: 3 clusters Score -5255012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Entering Unmasked Estep 
Score: -9869886.000000 Penalty: 2754.792725
	Iteration 0F: 2 clusters Score -9869886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -9825229.000000 Penalty: 5509.585449
	Iteration 0F: 3 clusters Score -9825229 nChanged 31052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -9843352.000000 Penalty: 5509.585449
	Iteration 1F: 3 clusters Score -9843352 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -9844615.000000 Penalty: 5509.585449
	Iteration 2Q: 3 clusters Score -9844615 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -9846065.000000 Penalty: 5509.585449
	Iteration 3Q: 3 clusters Score -9846065 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -9847726.000000 Penalty: 5509.585449
	Iteration 4F: 3 clusters Score -9847726 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9849862.000000 Penalty: 5509.585449
	Iteration 5F: 3 clusters Score -9849862 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -9852207.000000 Penalty: 5509.585449
	Iteration 6F: 3 clusters Score -9852207 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -9854733.000000 Penalty: 5509.585449
	Iteration 7F: 3 clusters Score -9854733 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -9857344.000000 Penalty: 5509.585449
	Iteration 8F: 3 clusters Score -9857344 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -9859858.000000 Penalty: 5509.585449
	Iteration 9Q: 3 clusters Score -9859858 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9861718.000000 Penalty: 5509.585449
	Iteration 10Q: 3 clusters Score -9861718 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -9862962.000000 Penalty: 5509.585449
	Iteration 11Q: 3 clusters Score -9862962 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -9863762.000000 Penalty: 5509.585449
	Iteration 12Q: 3 clusters Score -9863762 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -9864321.000000 Penalty: 5509.585449
	Iteration 13Q: 3 clusters Score -9864321 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -9864786.000000 Penalty: 5509.585449
	Iteration 14Q: 3 clusters Score -9864786 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -9865228.000000 Penalty: 5509.585449
	Iteration 15Q: 3 clusters Score -9865228 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -9865716.000000 Penalty: 5509.585449
	Iteration 16Q: 3 clusters Score -9865716 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -9866125.000000 Penalty: 5509.585449
	Iteration 17Q: 3 clusters Score -9866125 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -9866573.000000 Penalty: 5509.585449
	Iteration 18Q: 3 clusters Score -9866573 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -9867008.000000 Penalty: 5509.585449
	Iteration 19Q: 3 clusters Score -9867008 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -9867408.000000 Penalty: 5509.585449
	Iteration 20F: 3 clusters Score -9867408 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -9867815.000000 Penalty: 5509.585449
	Iteration 21Q: 3 clusters Score -9867815 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -9868192.000000 Penalty: 5509.585449
	Iteration 22Q: 3 clusters Score -9868192 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -9868504.000000 Penalty: 5509.585449
	Iteration 23Q: 3 clusters Score -9868504 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -9868727.000000 Penalty: 5509.585449
	Iteration 24Q: 3 clusters Score -9868727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -9868873.000000 Penalty: 5509.585449
	Iteration 25Q: 3 clusters Score -9868873 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -9868984.000000 Penalty: 5509.585449
	Iteration 26Q: 3 clusters Score -9868984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -9869072.000000 Penalty: 5509.585449
	Iteration 27Q: 3 clusters Score -9869072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -9869132.000000 Penalty: 5509.585449
	Iteration 28Q: 3 clusters Score -9869132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -9869172.000000 Penalty: 5509.585449
	Iteration 29Q: 3 clusters Score -9869172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -9869197.000000 Penalty: 5509.585449
	Iteration 30Q: 3 clusters Score -9869197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -9869196.000000 Penalty: 5509.585449
	Iteration 31Q: 3 clusters Score -9869196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -9869205.000000 Penalty: 5509.585449
	Iteration 32Q: 3 clusters Score -9869205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -9869213.000000 Penalty: 5509.585449
	Iteration 33Q: 3 clusters Score -9869213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -9869230.000000 Penalty: 5509.585449
	Iteration 34Q: 3 clusters Score -9869230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -9869233.000000 Penalty: 5509.585449
	Iteration 35Q: 3 clusters Score -9869233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -9869241.000000 Penalty: 5509.585449
	Iteration 36Q: 3 clusters Score -9869241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -9869227.000000 Penalty: 5509.585449
	Iteration 37Q: 3 clusters Score -9869227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -9869233.000000 Penalty: 5509.585449
	Iteration 38Q: 3 clusters Score -9869233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -9869234.000000 Penalty: 5509.585449
	Iteration 39Q: 3 clusters Score -9869234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -9869232.000000 Penalty: 5509.585449
	Iteration 40F: 3 clusters Score -9869232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -9869240.000000 Penalty: 5509.585449
	Iteration 41Q: 3 clusters Score -9869240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -9869238.000000 Penalty: 5509.585449
	Iteration 42Q: 3 clusters Score -9869238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -9869240.000000 Penalty: 5509.585449
	Iteration 43Q: 3 clusters Score -9869240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9869244.000000 Penalty: 5509.585449
	Iteration 44Q: 3 clusters Score -9869244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9869244.000000 Penalty: 5509.585449
	Iteration 45Q: 3 clusters Score -9869244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -9869243.000000 Penalty: 5509.585449
	Iteration 46Q: 3 clusters Score -9869243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9869242.000000 Penalty: 5509.585449
	Iteration 47Q: 3 clusters Score -9869242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9869242.000000 Penalty: 5509.585449
	Iteration 48Q: 3 clusters Score -9869242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -9869238.000000 Penalty: 5509.585449
	Iteration 49Q: 3 clusters Score -9869238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9869244.000000 Penalty: 5509.585449
	Iteration 50Q: 3 clusters Score -9869244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9869237.000000 Penalty: 5509.585449
	Iteration 51Q: 3 clusters Score -9869237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9869237.000000 Penalty: 5509.585449
	Iteration 52F: 3 clusters Score -9869237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 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 225 members 
Entering Unmasked Estep 
Score: -60684.074219 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60684.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60824.121094 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60824.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60873.609375 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60873.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60895.742188 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60895.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60911.753906 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60911.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60918.347656 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -60918.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60921.371094 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -60921.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60923.457031 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -60923.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60923.457031 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -60923.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -905472.687500 Penalty: 2183.844727
	Iteration 0F: 2 clusters Score -905472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -899961.812500 Penalty: 4367.689453
	Iteration 0F: 3 clusters Score -899961.8 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -901464.687500 Penalty: 4367.689453
	Iteration 1F: 3 clusters Score -901464.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -901812.062500 Penalty: 4367.689453
	Iteration 2F: 3 clusters Score -901812.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -902068.812500 Penalty: 4367.689453
	Iteration 3F: 3 clusters Score -902068.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -902291.812500 Penalty: 4367.689453
	Iteration 4F: 3 clusters Score -902291.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -902502.937500 Penalty: 4367.689453
	Iteration 5Q: 3 clusters Score -902502.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -902681.625000 Penalty: 4367.689453
	Iteration 6Q: 3 clusters Score -902681.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -902828.125000 Penalty: 4367.689453
	Iteration 7Q: 3 clusters Score -902828.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -902956.062500 Penalty: 4367.689453
	Iteration 8Q: 3 clusters Score -902956.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -903053.312500 Penalty: 4367.689453
	Iteration 9Q: 3 clusters Score -903053.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -903140.937500 Penalty: 4367.689453
	Iteration 10Q: 3 clusters Score -903140.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -903237.750000 Penalty: 4367.689453
	Iteration 11Q: 3 clusters Score -903237.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -903321.937500 Penalty: 4367.689453
	Iteration 12Q: 3 clusters Score -903321.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -903387.562500 Penalty: 4367.689453
	Iteration 13Q: 3 clusters Score -903387.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -903445.750000 Penalty: 4367.689453
	Iteration 14Q: 3 clusters Score -903445.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -903496.312500 Penalty: 4367.689453
	Iteration 15Q: 3 clusters Score -903496.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -903540.812500 Penalty: 4367.689453
	Iteration 16Q: 3 clusters Score -903540.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -903585.062500 Penalty: 4367.689453
	Iteration 17Q: 3 clusters Score -903585.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -903616.437500 Penalty: 4367.689453
	Iteration 18Q: 3 clusters Score -903616.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -903640.937500 Penalty: 4367.689453
	Iteration 19Q: 3 clusters Score -903640.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -903661.937500 Penalty: 4367.689453
	Iteration 20F: 3 clusters Score -903661.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -903682.187500 Penalty: 4367.689453
	Iteration 21Q: 3 clusters Score -903682.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -903701.875000 Penalty: 4367.689453
	Iteration 22Q: 3 clusters Score -903701.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -903722.437500 Penalty: 4367.689453
	Iteration 23Q: 3 clusters Score -903722.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -903743.312500 Penalty: 4367.689453
	Iteration 24Q: 3 clusters Score -903743.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -903760.437500 Penalty: 4367.689453
	Iteration 25Q: 3 clusters Score -903760.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -903784.500000 Penalty: 4367.689453
	Iteration 26Q: 3 clusters Score -903784.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -903802.312500 Penalty: 4367.689453
	Iteration 27Q: 3 clusters Score -903802.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -903820.250000 Penalty: 4367.689453
	Iteration 28Q: 3 clusters Score -903820.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -903839.687500 Penalty: 4367.689453
	Iteration 29Q: 3 clusters Score -903839.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -903859.500000 Penalty: 4367.689453
	Iteration 30Q: 3 clusters Score -903859.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -903878.812500 Penalty: 4367.689453
	Iteration 31Q: 3 clusters Score -903878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -903891.312500 Penalty: 4367.689453
	Iteration 32Q: 3 clusters Score -903891.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -903904.875000 Penalty: 4367.689453
	Iteration 33Q: 3 clusters Score -903904.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -903924.125000 Penalty: 4367.689453
	Iteration 34Q: 3 clusters Score -903924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -903940.062500 Penalty: 4367.689453
	Iteration 35Q: 3 clusters Score -903940.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -903954.812500 Penalty: 4367.689453
	Iteration 36Q: 3 clusters Score -903954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -903969.375000 Penalty: 4367.689453
	Iteration 37Q: 3 clusters Score -903969.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -903984.812500 Penalty: 4367.689453
	Iteration 38Q: 3 clusters Score -903984.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -903995.375000 Penalty: 4367.689453
	Iteration 39Q: 3 clusters Score -903995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -904004.312500 Penalty: 4367.689453
	Iteration 40F: 3 clusters Score -904004.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -904012.562500 Penalty: 4367.689453
	Iteration 41Q: 3 clusters Score -904012.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -904019.187500 Penalty: 4367.689453
	Iteration 42Q: 3 clusters Score -904019.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -904026.687500 Penalty: 4367.689453
	Iteration 43Q: 3 clusters Score -904026.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -904032.687500 Penalty: 4367.689453
	Iteration 44Q: 3 clusters Score -904032.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -904043.875000 Penalty: 4367.689453
	Iteration 45Q: 3 clusters Score -904043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -904052.375000 Penalty: 4367.689453
	Iteration 46Q: 3 clusters Score -904052.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -904064.187500 Penalty: 4367.689453
	Iteration 47Q: 3 clusters Score -904064.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -904068.500000 Penalty: 4367.689453
	Iteration 48Q: 3 clusters Score -904068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -904075.375000 Penalty: 4367.689453
	Iteration 49Q: 3 clusters Score -904075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -904076.250000 Penalty: 4367.689453
	Iteration 50Q: 3 clusters Score -904076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -904079.250000 Penalty: 4367.689453
	Iteration 51Q: 3 clusters Score -904079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -904079.812500 Penalty: 4367.689453
	Iteration 52Q: 3 clusters Score -904079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -904083.187500 Penalty: 4367.689453
	Iteration 53Q: 3 clusters Score -904083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -904085.000000 Penalty: 4367.689453
	Iteration 54Q: 3 clusters Score -904085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -904088.625000 Penalty: 4367.689453
	Iteration 55Q: 3 clusters Score -904088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -904089.312500 Penalty: 4367.689453
	Iteration 56Q: 3 clusters Score -904089.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -904092.000000 Penalty: 4367.689453
	Iteration 57Q: 3 clusters Score -904092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -904094.125000 Penalty: 4367.689453
	Iteration 58Q: 3 clusters Score -904094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -904097.812500 Penalty: 4367.689453
	Iteration 59Q: 3 clusters Score -904097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -904099.437500 Penalty: 4367.689453
	Iteration 60F: 3 clusters Score -904099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -904102.125000 Penalty: 4367.689453
	Iteration 61Q: 3 clusters Score -904102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -904107.000000 Penalty: 4367.689453
	Iteration 62Q: 3 clusters Score -904107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -904109.687500 Penalty: 4367.689453
	Iteration 63Q: 3 clusters Score -904109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -904116.562500 Penalty: 4367.689453
	Iteration 64Q: 3 clusters Score -904116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -904121.312500 Penalty: 4367.689453
	Iteration 65Q: 3 clusters Score -904121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -904124.875000 Penalty: 4367.689453
	Iteration 66Q: 3 clusters Score -904124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -904128.562500 Penalty: 4367.689453
	Iteration 67Q: 3 clusters Score -904128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -904132.875000 Penalty: 4367.689453
	Iteration 68Q: 3 clusters Score -904132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -904142.625000 Penalty: 4367.689453
	Iteration 69Q: 3 clusters Score -904142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -904146.062500 Penalty: 4367.689453
	Iteration 70Q: 3 clusters Score -904146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -904150.875000 Penalty: 4367.689453
	Iteration 71Q: 3 clusters Score -904150.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -904154.687500 Penalty: 4367.689453
	Iteration 72Q: 3 clusters Score -904154.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -904159.875000 Penalty: 4367.689453
	Iteration 73Q: 3 clusters Score -904159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -904166.000000 Penalty: 4367.689453
	Iteration 74Q: 3 clusters Score -904166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -904169.125000 Penalty: 4367.689453
	Iteration 75Q: 3 clusters Score -904169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -904171.562500 Penalty: 4367.689453
	Iteration 76Q: 3 clusters Score -904171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -904173.500000 Penalty: 4367.689453
	Iteration 77Q: 3 clusters Score -904173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -904174.312500 Penalty: 4367.689453
	Iteration 78Q: 3 clusters Score -904174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -904174.625000 Penalty: 4367.689453
	Iteration 79Q: 3 clusters Score -904174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -904174.625000 Penalty: 4367.689453
	Iteration 80F: 3 clusters Score -904174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Entering Unmasked Estep 
Score: -8207273.500000 Penalty: 2710.505615
	Iteration 0F: 2 clusters Score -8207274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -8169685.500000 Penalty: 5421.011230
	Iteration 0F: 3 clusters Score -8169686 nChanged 25934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -8184383.000000 Penalty: 5421.011230
	Iteration 1F: 3 clusters Score -8184383 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8184970.500000 Penalty: 5421.011230
	Iteration 2Q: 3 clusters Score -8184970 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -8185585.000000 Penalty: 5421.011230
	Iteration 3Q: 3 clusters Score -8185585 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -8186335.000000 Penalty: 5421.011230
	Iteration 4Q: 3 clusters Score -8186335 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -8187411.000000 Penalty: 5421.011230
	Iteration 5Q: 3 clusters Score -8187411 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8188939.000000 Penalty: 5421.011230
	Iteration 6F: 3 clusters Score -8188939 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -8190963.000000 Penalty: 5421.011230
	Iteration 7F: 3 clusters Score -8190963 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -8193477.000000 Penalty: 5421.011230
	Iteration 8F: 3 clusters Score -8193477 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8196225.000000 Penalty: 5421.011230
	Iteration 9F: 3 clusters Score -8196225 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -8198805.000000 Penalty: 5421.011230
	Iteration 10F: 3 clusters Score -8198805 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8200495.500000 Penalty: 5421.011230
	Iteration 11Q: 3 clusters Score -8200496 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8201513.500000 Penalty: 5421.011230
	Iteration 12Q: 3 clusters Score -8201514 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8202067.000000 Penalty: 5421.011230
	Iteration 13Q: 3 clusters Score -8202067 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -8202473.000000 Penalty: 5421.011230
	Iteration 14Q: 3 clusters Score -8202473 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -8202817.000000 Penalty: 5421.011230
	Iteration 15Q: 3 clusters Score -8202817 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -8203098.000000 Penalty: 5421.011230
	Iteration 16Q: 3 clusters Score -8203098 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -8203366.000000 Penalty: 5421.011230
	Iteration 17Q: 3 clusters Score -8203366 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -8203615.500000 Penalty: 5421.011230
	Iteration 18Q: 3 clusters Score -8203616 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -8203805.500000 Penalty: 5421.011230
	Iteration 19Q: 3 clusters Score -8203806 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -8204025.000000 Penalty: 5421.011230
	Iteration 20F: 3 clusters Score -8204025 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -8204169.000000 Penalty: 5421.011230
	Iteration 21Q: 3 clusters Score -8204169 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -8204361.000000 Penalty: 5421.011230
	Iteration 22Q: 3 clusters Score -8204361 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -8204487.000000 Penalty: 5421.011230
	Iteration 23Q: 3 clusters Score -8204487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -8204620.000000 Penalty: 5421.011230
	Iteration 24Q: 3 clusters Score -8204620 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -8204714.000000 Penalty: 5421.011230
	Iteration 25Q: 3 clusters Score -8204714 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8204798.500000 Penalty: 5421.011230
	Iteration 26Q: 3 clusters Score -8204798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -8204833.500000 Penalty: 5421.011230
	Iteration 27Q: 3 clusters Score -8204834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -8204856.500000 Penalty: 5421.011230
	Iteration 28Q: 3 clusters Score -8204856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -8204878.000000 Penalty: 5421.011230
	Iteration 29Q: 3 clusters Score -8204878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -8204880.500000 Penalty: 5421.011230
	Iteration 30Q: 3 clusters Score -8204880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -8204916.000000 Penalty: 5421.011230
	Iteration 31Q: 3 clusters Score -8204916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -8204941.500000 Penalty: 5421.011230
	Iteration 32Q: 3 clusters Score -8204942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8204954.000000 Penalty: 5421.011230
	Iteration 33Q: 3 clusters Score -8204954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -8204985.500000 Penalty: 5421.011230
	Iteration 34Q: 3 clusters Score -8204986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -8204975.500000 Penalty: 5421.011230
	Iteration 35Q: 3 clusters Score -8204976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -8204984.500000 Penalty: 5421.011230
	Iteration 36Q: 3 clusters Score -8204984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -8204979.500000 Penalty: 5421.011230
	Iteration 37Q: 3 clusters Score -8204980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -8204987.000000 Penalty: 5421.011230
	Iteration 38Q: 3 clusters Score -8204987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -8204972.000000 Penalty: 5421.011230
	Iteration 39Q: 3 clusters Score -8204972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -8204979.500000 Penalty: 5421.011230
	Iteration 40F: 3 clusters Score -8204980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -8205003.000000 Penalty: 5421.011230
	Iteration 41Q: 3 clusters Score -8205003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -8205017.500000 Penalty: 5421.011230
	Iteration 42Q: 3 clusters Score -8205018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -8205020.000000 Penalty: 5421.011230
	Iteration 43Q: 3 clusters Score -8205020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -8205030.500000 Penalty: 5421.011230
	Iteration 44Q: 3 clusters Score -8205030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -8205039.000000 Penalty: 5421.011230
	Iteration 45Q: 3 clusters Score -8205039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -8205033.500000 Penalty: 5421.011230
	Iteration 46Q: 3 clusters Score -8205034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -8205029.000000 Penalty: 5421.011230
	Iteration 47Q: 3 clusters Score -8205029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -8205028.500000 Penalty: 5421.011230
	Iteration 48Q: 3 clusters Score -8205028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -8205027.000000 Penalty: 5421.011230
	Iteration 49Q: 3 clusters Score -8205027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -8205062.500000 Penalty: 5421.011230
	Iteration 50Q: 3 clusters Score -8205062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -8205057.500000 Penalty: 5421.011230
	Iteration 51Q: 3 clusters Score -8205058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -8205060.500000 Penalty: 5421.011230
	Iteration 52Q: 3 clusters Score -8205060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -8205060.000000 Penalty: 5421.011230
	Iteration 53Q: 3 clusters Score -8205060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -8205071.000000 Penalty: 5421.011230
	Iteration 54Q: 3 clusters Score -8205071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -8205078.000000 Penalty: 5421.011230
	Iteration 55Q: 3 clusters Score -8205078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -8205081.500000 Penalty: 5421.011230
	Iteration 56Q: 3 clusters Score -8205082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -8205095.000000 Penalty: 5421.011230
	Iteration 57Q: 3 clusters Score -8205095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -8205111.500000 Penalty: 5421.011230
	Iteration 58Q: 3 clusters Score -8205112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -8205122.000000 Penalty: 5421.011230
	Iteration 59Q: 3 clusters Score -8205122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -8205123.000000 Penalty: 5421.011230
	Iteration 60F: 3 clusters Score -8205123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -8205121.500000 Penalty: 5421.011230
	Iteration 61Q: 3 clusters Score -8205122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -8205125.000000 Penalty: 5421.011230
	Iteration 62Q: 3 clusters Score -8205125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -8205122.000000 Penalty: 5421.011230
	Iteration 63Q: 3 clusters Score -8205122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -8205118.500000 Penalty: 5421.011230
	Iteration 64Q: 3 clusters Score -8205118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -8205117.500000 Penalty: 5421.011230
	Iteration 65Q: 3 clusters Score -8205118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -8205115.500000 Penalty: 5421.011230
	Iteration 66Q: 3 clusters Score -8205116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -8205115.500000 Penalty: 5421.011230
	Iteration 67F: 3 clusters Score -8205116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Entering Unmasked Estep 
Score: -4263060.000000 Penalty: 2555.086182
	Iteration 0F: 2 clusters Score -4263060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4242545.000000 Penalty: 5110.172363
	Iteration 0F: 3 clusters Score -4242545 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4250050.000000 Penalty: 5110.172363
	Iteration 1F: 3 clusters Score -4250050 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4250612.000000 Penalty: 5110.172363
	Iteration 2F: 3 clusters Score -4250612 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4251259.000000 Penalty: 5110.172363
	Iteration 3F: 3 clusters Score -4251259 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4252114.000000 Penalty: 5110.172363
	Iteration 4F: 3 clusters Score -4252114 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4253304.500000 Penalty: 5110.172363
	Iteration 5F: 3 clusters Score -4253304 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4254951.500000 Penalty: 5110.172363
	Iteration 6F: 3 clusters Score -4254952 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4256726.000000 Penalty: 5110.172363
	Iteration 7F: 3 clusters Score -4256726 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4258321.500000 Penalty: 5110.172363
	Iteration 8F: 3 clusters Score -4258322 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4259397.500000 Penalty: 5110.172363
	Iteration 9Q: 3 clusters Score -4259398 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4260079.000000 Penalty: 5110.172363
	Iteration 10Q: 3 clusters Score -4260079 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4260464.000000 Penalty: 5110.172363
	Iteration 11Q: 3 clusters Score -4260464 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4260735.000000 Penalty: 5110.172363
	Iteration 12Q: 3 clusters Score -4260735 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4260926.000000 Penalty: 5110.172363
	Iteration 13Q: 3 clusters Score -4260926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4261022.000000 Penalty: 5110.172363
	Iteration 14Q: 3 clusters Score -4261022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4261063.000000 Penalty: 5110.172363
	Iteration 15Q: 3 clusters Score -4261063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4261101.500000 Penalty: 5110.172363
	Iteration 16Q: 3 clusters Score -4261102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4261134.500000 Penalty: 5110.172363
	Iteration 17Q: 3 clusters Score -4261134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4261165.000000 Penalty: 5110.172363
	Iteration 18Q: 3 clusters Score -4261165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4261189.500000 Penalty: 5110.172363
	Iteration 19Q: 3 clusters Score -4261190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4261195.500000 Penalty: 5110.172363
	Iteration 20F: 3 clusters Score -4261196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4261206.000000 Penalty: 5110.172363
	Iteration 21Q: 3 clusters Score -4261206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4261211.500000 Penalty: 5110.172363
	Iteration 22Q: 3 clusters Score -4261212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4261216.000000 Penalty: 5110.172363
	Iteration 23Q: 3 clusters Score -4261216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4261216.000000 Penalty: 5110.172363
	Iteration 24Q: 3 clusters Score -4261216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4261217.000000 Penalty: 5110.172363
	Iteration 25Q: 3 clusters Score -4261217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4261217.000000 Penalty: 5110.172363
	Iteration 26Q: 3 clusters Score -4261217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4261217.000000 Penalty: 5110.172363
	Iteration 27F: 3 clusters Score -4261217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Entering Unmasked Estep 
Score: -6437893.000000 Penalty: 2649.092773
	Iteration 0F: 2 clusters Score -6437893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6408320.500000 Penalty: 5298.185547
	Iteration 0F: 3 clusters Score -6408320 nChanged 20018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -6419256.000000 Penalty: 5298.185547
	Iteration 1F: 3 clusters Score -6419256 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -6419758.000000 Penalty: 5298.185547
	Iteration 2Q: 3 clusters Score -6419758 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6420252.500000 Penalty: 5298.185547
	Iteration 3Q: 3 clusters Score -6420252 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6420892.500000 Penalty: 5298.185547
	Iteration 4Q: 3 clusters Score -6420892 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -6421625.000000 Penalty: 5298.185547
	Iteration 5Q: 3 clusters Score -6421625 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -6422653.000000 Penalty: 5298.185547
	Iteration 6Q: 3 clusters Score -6422653 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -6424111.000000 Penalty: 5298.185547
	Iteration 7F: 3 clusters Score -6424111 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -6426121.500000 Penalty: 5298.185547
	Iteration 8F: 3 clusters Score -6426122 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6428450.500000 Penalty: 5298.185547
	Iteration 9F: 3 clusters Score -6428450 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -6430779.000000 Penalty: 5298.185547
	Iteration 10F: 3 clusters Score -6430779 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -6432683.000000 Penalty: 5298.185547
	Iteration 11Q: 3 clusters Score -6432683 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6433799.000000 Penalty: 5298.185547
	Iteration 12Q: 3 clusters Score -6433799 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6434422.500000 Penalty: 5298.185547
	Iteration 13Q: 3 clusters Score -6434422 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -6434792.000000 Penalty: 5298.185547
	Iteration 14Q: 3 clusters Score -6434792 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -6435003.500000 Penalty: 5298.185547
	Iteration 15Q: 3 clusters Score -6435004 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6435130.500000 Penalty: 5298.185547
	Iteration 16Q: 3 clusters Score -6435130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6435242.500000 Penalty: 5298.185547
	Iteration 17Q: 3 clusters Score -6435242 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -6435311.500000 Penalty: 5298.185547
	Iteration 18Q: 3 clusters Score -6435312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -6435378.500000 Penalty: 5298.185547
	Iteration 19Q: 3 clusters Score -6435378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -6435402.500000 Penalty: 5298.185547
	Iteration 20F: 3 clusters Score -6435402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6435429.000000 Penalty: 5298.185547
	Iteration 21Q: 3 clusters Score -6435429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -6435452.000000 Penalty: 5298.185547
	Iteration 22Q: 3 clusters Score -6435452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -6435481.500000 Penalty: 5298.185547
	Iteration 23Q: 3 clusters Score -6435482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -6435505.000000 Penalty: 5298.185547
	Iteration 24Q: 3 clusters Score -6435505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6435509.000000 Penalty: 5298.185547
	Iteration 25Q: 3 clusters Score -6435509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6435529.000000 Penalty: 5298.185547
	Iteration 26Q: 3 clusters Score -6435529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -6435537.500000 Penalty: 5298.185547
	Iteration 27Q: 3 clusters Score -6435538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -6435544.500000 Penalty: 5298.185547
	Iteration 28Q: 3 clusters Score -6435544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -6435561.500000 Penalty: 5298.185547
	Iteration 29Q: 3 clusters Score -6435562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -6435575.000000 Penalty: 5298.185547
	Iteration 30Q: 3 clusters Score -6435575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -6435585.500000 Penalty: 5298.185547
	Iteration 31Q: 3 clusters Score -6435586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -6435596.000000 Penalty: 5298.185547
	Iteration 32Q: 3 clusters Score -6435596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -6435601.000000 Penalty: 5298.185547
	Iteration 33Q: 3 clusters Score -6435601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -6435601.500000 Penalty: 5298.185547
	Iteration 34Q: 3 clusters Score -6435602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6435596.000000 Penalty: 5298.185547
	Iteration 35Q: 3 clusters Score -6435596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -6435604.000000 Penalty: 5298.185547
	Iteration 36Q: 3 clusters Score -6435604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6435595.500000 Penalty: 5298.185547
	Iteration 37Q: 3 clusters Score -6435596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -6435602.500000 Penalty: 5298.185547
	Iteration 38Q: 3 clusters Score -6435602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6435611.000000 Penalty: 5298.185547
	Iteration 39Q: 3 clusters Score -6435611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6435634.000000 Penalty: 5298.185547
	Iteration 40F: 3 clusters Score -6435634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -6435634.000000 Penalty: 5298.185547
	Iteration 41Q: 3 clusters Score -6435634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6435634.500000 Penalty: 5298.185547
	Iteration 42Q: 3 clusters Score -6435634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -6435641.000000 Penalty: 5298.185547
	Iteration 43Q: 3 clusters Score -6435641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -6435649.000000 Penalty: 5298.185547
	Iteration 44Q: 3 clusters Score -6435649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -6435651.500000 Penalty: 5298.185547
	Iteration 45Q: 3 clusters Score -6435652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -6435650.000000 Penalty: 5298.185547
	Iteration 46Q: 3 clusters Score -6435650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -6435656.000000 Penalty: 5298.185547
	Iteration 47Q: 3 clusters Score -6435656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -6435650.500000 Penalty: 5298.185547
	Iteration 48Q: 3 clusters Score -6435650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -6435661.000000 Penalty: 5298.185547
	Iteration 49Q: 3 clusters Score -6435661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6435662.500000 Penalty: 5298.185547
	Iteration 50Q: 3 clusters Score -6435662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6435662.500000 Penalty: 5298.185547
	Iteration 51F: 3 clusters Score -6435662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Entering Unmasked Estep 
Score: -1728589.625000 Penalty: 2336.770996
	Iteration 0F: 2 clusters Score -1728590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1719458.500000 Penalty: 4673.541992
	Iteration 0F: 3 clusters Score -1719458 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1722276.750000 Penalty: 4673.541992
	Iteration 1F: 3 clusters Score -1722277 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1722612.875000 Penalty: 4673.541992
	Iteration 2F: 3 clusters Score -1722613 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1722851.750000 Penalty: 4673.541992
	Iteration 3Q: 3 clusters Score -1722852 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1723035.375000 Penalty: 4673.541992
	Iteration 4Q: 3 clusters Score -1723035 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1723216.625000 Penalty: 4673.541992
	Iteration 5Q: 3 clusters Score -1723217 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1723387.000000 Penalty: 4673.541992
	Iteration 6Q: 3 clusters Score -1723387 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1723543.250000 Penalty: 4673.541992
	Iteration 7Q: 3 clusters Score -1723543 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1723689.875000 Penalty: 4673.541992
	Iteration 8Q: 3 clusters Score -1723690 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1723831.125000 Penalty: 4673.541992
	Iteration 9Q: 3 clusters Score -1723831 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1724009.500000 Penalty: 4673.541992
	Iteration 10Q: 3 clusters Score -1724010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1724240.000000 Penalty: 4673.541992
	Iteration 11Q: 3 clusters Score -1724240 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1724508.500000 Penalty: 4673.541992
	Iteration 12Q: 3 clusters Score -1724508 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1724822.000000 Penalty: 4673.541992
	Iteration 13Q: 3 clusters Score -1724822 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1725110.750000 Penalty: 4673.541992
	Iteration 14Q: 3 clusters Score -1725111 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1725395.000000 Penalty: 4673.541992
	Iteration 15Q: 3 clusters Score -1725395 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1725645.000000 Penalty: 4673.541992
	Iteration 16Q: 3 clusters Score -1725645 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1725849.250000 Penalty: 4673.541992
	Iteration 17Q: 3 clusters Score -1725849 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1726043.375000 Penalty: 4673.541992
	Iteration 18Q: 3 clusters Score -1726043 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1726196.375000 Penalty: 4673.541992
	Iteration 19Q: 3 clusters Score -1726196 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1726337.000000 Penalty: 4673.541992
	Iteration 20F: 3 clusters Score -1726337 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1726471.000000 Penalty: 4673.541992
	Iteration 21Q: 3 clusters Score -1726471 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1726576.375000 Penalty: 4673.541992
	Iteration 22Q: 3 clusters Score -1726576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1726695.125000 Penalty: 4673.541992
	Iteration 23Q: 3 clusters Score -1726695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1726775.250000 Penalty: 4673.541992
	Iteration 24Q: 3 clusters Score -1726775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1726832.125000 Penalty: 4673.541992
	Iteration 25Q: 3 clusters Score -1726832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1726884.375000 Penalty: 4673.541992
	Iteration 26Q: 3 clusters Score -1726884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1726919.875000 Penalty: 4673.541992
	Iteration 27Q: 3 clusters Score -1726920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1726947.750000 Penalty: 4673.541992
	Iteration 28Q: 3 clusters Score -1726948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1726960.125000 Penalty: 4673.541992
	Iteration 29Q: 3 clusters Score -1726960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1726974.125000 Penalty: 4673.541992
	Iteration 30Q: 3 clusters Score -1726974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1726983.500000 Penalty: 4673.541992
	Iteration 31Q: 3 clusters Score -1726984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1726989.250000 Penalty: 4673.541992
	Iteration 32Q: 3 clusters Score -1726989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1726994.125000 Penalty: 4673.541992
	Iteration 33Q: 3 clusters Score -1726994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1726995.625000 Penalty: 4673.541992
	Iteration 34Q: 3 clusters Score -1726996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1726996.125000 Penalty: 4673.541992
	Iteration 35Q: 3 clusters Score -1726996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1727000.000000 Penalty: 4673.541992
	Iteration 36Q: 3 clusters Score -1727000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1726999.375000 Penalty: 4673.541992
	Iteration 37Q: 3 clusters Score -1726999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1727000.500000 Penalty: 4673.541992
	Iteration 38Q: 3 clusters Score -1727000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1727001.375000 Penalty: 4673.541992
	Iteration 39Q: 3 clusters Score -1727001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1727002.250000 Penalty: 4673.541992
	Iteration 40F: 3 clusters Score -1727002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1727002.500000 Penalty: 4673.541992
	Iteration 41Q: 3 clusters Score -1727002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1727003.750000 Penalty: 4673.541992
	Iteration 42Q: 3 clusters Score -1727004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1727003.125000 Penalty: 4673.541992
	Iteration 43Q: 3 clusters Score -1727003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1727003.125000 Penalty: 4673.541992
	Iteration 44F: 3 clusters Score -1727003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -841745.375000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -841745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -836749.312500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -836749.3 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -838091.812500 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -838091.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -838382.937500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -838382.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -838594.625000 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -838594.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -838814.750000 Penalty: 4300.277344
	Iteration 4F: 3 clusters Score -838814.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -839023.750000 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -839023.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -839208.187500 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -839208.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -839366.750000 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -839366.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -839511.062500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -839511.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -839622.875000 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -839622.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -839706.187500 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -839706.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -839760.812500 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -839760.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -839800.937500 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -839800.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -839831.062500 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -839831.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -839863.187500 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -839863.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -839885.437500 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -839885.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -839904.812500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -839904.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -839916.875000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -839916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -839929.000000 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -839929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -839938.187500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -839938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -839944.250000 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -839944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -839953.937500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -839953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -839960.437500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -839960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -839970.062500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -839970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -839975.812500 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -839975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -839975.437500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -839975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -839976.187500 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -839976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -839976.187500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -839976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -839976.187500 Penalty: 4300.277344
	Iteration 28F: 3 clusters Score -839976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Entering Unmasked Estep 
Score: -2982659.750000 Penalty: 2474.495850
	Iteration 0F: 2 clusters Score -2982660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2967574.500000 Penalty: 4948.991699
	Iteration 0F: 3 clusters Score -2967574 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2972818.250000 Penalty: 4948.991699
	Iteration 1F: 3 clusters Score -2972818 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2973345.500000 Penalty: 4948.991699
	Iteration 2F: 3 clusters Score -2973346 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2973736.250000 Penalty: 4948.991699
	Iteration 3Q: 3 clusters Score -2973736 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2974058.250000 Penalty: 4948.991699
	Iteration 4Q: 3 clusters Score -2974058 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2974335.750000 Penalty: 4948.991699
	Iteration 5Q: 3 clusters Score -2974336 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2974583.500000 Penalty: 4948.991699
	Iteration 6Q: 3 clusters Score -2974584 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2974855.250000 Penalty: 4948.991699
	Iteration 7Q: 3 clusters Score -2974855 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2975143.750000 Penalty: 4948.991699
	Iteration 8Q: 3 clusters Score -2975144 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2975408.750000 Penalty: 4948.991699
	Iteration 9Q: 3 clusters Score -2975409 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2975694.750000 Penalty: 4948.991699
	Iteration 10Q: 3 clusters Score -2975695 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2975960.000000 Penalty: 4948.991699
	Iteration 11Q: 3 clusters Score -2975960 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2976303.750000 Penalty: 4948.991699
	Iteration 12Q: 3 clusters Score -2976304 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2976685.500000 Penalty: 4948.991699
	Iteration 13Q: 3 clusters Score -2976686 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2977078.250000 Penalty: 4948.991699
	Iteration 14Q: 3 clusters Score -2977078 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2977434.000000 Penalty: 4948.991699
	Iteration 15Q: 3 clusters Score -2977434 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2977748.250000 Penalty: 4948.991699
	Iteration 16Q: 3 clusters Score -2977748 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2977981.500000 Penalty: 4948.991699
	Iteration 17Q: 3 clusters Score -2977982 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2978158.750000 Penalty: 4948.991699
	Iteration 18Q: 3 clusters Score -2978159 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2978288.500000 Penalty: 4948.991699
	Iteration 19Q: 3 clusters Score -2978288 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2978357.500000 Penalty: 4948.991699
	Iteration 20F: 3 clusters Score -2978358 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2978407.750000 Penalty: 4948.991699
	Iteration 21Q: 3 clusters Score -2978408 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2978471.250000 Penalty: 4948.991699
	Iteration 22Q: 3 clusters Score -2978471 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2978509.500000 Penalty: 4948.991699
	Iteration 23Q: 3 clusters Score -2978510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2978547.000000 Penalty: 4948.991699
	Iteration 24Q: 3 clusters Score -2978547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2978566.750000 Penalty: 4948.991699
	Iteration 25Q: 3 clusters Score -2978567 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2978581.000000 Penalty: 4948.991699
	Iteration 26Q: 3 clusters Score -2978581 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2978607.250000 Penalty: 4948.991699
	Iteration 27Q: 3 clusters Score -2978607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2978638.500000 Penalty: 4948.991699
	Iteration 28Q: 3 clusters Score -2978638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2978659.250000 Penalty: 4948.991699
	Iteration 29Q: 3 clusters Score -2978659 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2978694.250000 Penalty: 4948.991699
	Iteration 30Q: 3 clusters Score -2978694 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2978702.000000 Penalty: 4948.991699
	Iteration 31Q: 3 clusters Score -2978702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2978726.250000 Penalty: 4948.991699
	Iteration 32Q: 3 clusters Score -2978726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2978757.000000 Penalty: 4948.991699
	Iteration 33Q: 3 clusters Score -2978757 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2978786.750000 Penalty: 4948.991699
	Iteration 34Q: 3 clusters Score -2978787 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2978827.750000 Penalty: 4948.991699
	Iteration 35Q: 3 clusters Score -2978828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2978872.750000 Penalty: 4948.991699
	Iteration 36Q: 3 clusters Score -2978873 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2978906.250000 Penalty: 4948.991699
	Iteration 37Q: 3 clusters Score -2978906 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2978944.500000 Penalty: 4948.991699
	Iteration 38Q: 3 clusters Score -2978944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2978989.000000 Penalty: 4948.991699
	Iteration 39Q: 3 clusters Score -2978989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2979021.750000 Penalty: 4948.991699
	Iteration 40F: 3 clusters Score -2979022 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2979082.250000 Penalty: 4948.991699
	Iteration 41Q: 3 clusters Score -2979082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2979127.750000 Penalty: 4948.991699
	Iteration 42Q: 3 clusters Score -2979128 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2979187.500000 Penalty: 4948.991699
	Iteration 43Q: 3 clusters Score -2979188 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2979255.500000 Penalty: 4948.991699
	Iteration 44Q: 3 clusters Score -2979256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2979313.250000 Penalty: 4948.991699
	Iteration 45Q: 3 clusters Score -2979313 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2979371.000000 Penalty: 4948.991699
	Iteration 46Q: 3 clusters Score -2979371 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2979418.250000 Penalty: 4948.991699
	Iteration 47Q: 3 clusters Score -2979418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2979486.750000 Penalty: 4948.991699
	Iteration 48Q: 3 clusters Score -2979487 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2979564.750000 Penalty: 4948.991699
	Iteration 49Q: 3 clusters Score -2979565 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2979636.750000 Penalty: 4948.991699
	Iteration 50Q: 3 clusters Score -2979637 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2979702.250000 Penalty: 4948.991699
	Iteration 51Q: 3 clusters Score -2979702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2979764.750000 Penalty: 4948.991699
	Iteration 52Q: 3 clusters Score -2979765 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2979848.250000 Penalty: 4948.991699
	Iteration 53Q: 3 clusters Score -2979848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2979915.500000 Penalty: 4948.991699
	Iteration 54Q: 3 clusters Score -2979916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2979997.250000 Penalty: 4948.991699
	Iteration 55Q: 3 clusters Score -2979997 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2980081.250000 Penalty: 4948.991699
	Iteration 56Q: 3 clusters Score -2980081 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2980191.750000 Penalty: 4948.991699
	Iteration 57Q: 3 clusters Score -2980192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2980300.250000 Penalty: 4948.991699
	Iteration 58Q: 3 clusters Score -2980300 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2980408.250000 Penalty: 4948.991699
	Iteration 59Q: 3 clusters Score -2980408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2980550.500000 Penalty: 4948.991699
	Iteration 60F: 3 clusters Score -2980550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2980661.500000 Penalty: 4948.991699
	Iteration 61Q: 3 clusters Score -2980662 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2980786.250000 Penalty: 4948.991699
	Iteration 62Q: 3 clusters Score -2980786 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2980907.000000 Penalty: 4948.991699
	Iteration 63Q: 3 clusters Score -2980907 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2981027.000000 Penalty: 4948.991699
	Iteration 64Q: 3 clusters Score -2981027 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2981147.750000 Penalty: 4948.991699
	Iteration 65Q: 3 clusters Score -2981148 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2981237.500000 Penalty: 4948.991699
	Iteration 66Q: 3 clusters Score -2981238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2981312.500000 Penalty: 4948.991699
	Iteration 67Q: 3 clusters Score -2981312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2981365.500000 Penalty: 4948.991699
	Iteration 68Q: 3 clusters Score -2981366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2981420.500000 Penalty: 4948.991699
	Iteration 69Q: 3 clusters Score -2981420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2981471.250000 Penalty: 4948.991699
	Iteration 70Q: 3 clusters Score -2981471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2981514.500000 Penalty: 4948.991699
	Iteration 71Q: 3 clusters Score -2981514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2981556.500000 Penalty: 4948.991699
	Iteration 72Q: 3 clusters Score -2981556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2981608.000000 Penalty: 4948.991699
	Iteration 73Q: 3 clusters Score -2981608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2981654.000000 Penalty: 4948.991699
	Iteration 74Q: 3 clusters Score -2981654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2981689.000000 Penalty: 4948.991699
	Iteration 75Q: 3 clusters Score -2981689 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2981726.250000 Penalty: 4948.991699
	Iteration 76Q: 3 clusters Score -2981726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2981754.250000 Penalty: 4948.991699
	Iteration 77Q: 3 clusters Score -2981754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2981780.750000 Penalty: 4948.991699
	Iteration 78Q: 3 clusters Score -2981781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2981814.500000 Penalty: 4948.991699
	Iteration 79Q: 3 clusters Score -2981814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2981851.750000 Penalty: 4948.991699
	Iteration 80F: 3 clusters Score -2981852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2981880.250000 Penalty: 4948.991699
	Iteration 81Q: 3 clusters Score -2981880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2981908.750000 Penalty: 4948.991699
	Iteration 82Q: 3 clusters Score -2981909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2981934.750000 Penalty: 4948.991699
	Iteration 83Q: 3 clusters Score -2981935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2981966.750000 Penalty: 4948.991699
	Iteration 84Q: 3 clusters Score -2981967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2981990.000000 Penalty: 4948.991699
	Iteration 85Q: 3 clusters Score -2981990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2982005.000000 Penalty: 4948.991699
	Iteration 86Q: 3 clusters Score -2982005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2982024.000000 Penalty: 4948.991699
	Iteration 87Q: 3 clusters Score -2982024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2982034.750000 Penalty: 4948.991699
	Iteration 88Q: 3 clusters Score -2982035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2982043.750000 Penalty: 4948.991699
	Iteration 89Q: 3 clusters Score -2982044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2982057.500000 Penalty: 4948.991699
	Iteration 90Q: 3 clusters Score -2982058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2982071.000000 Penalty: 4948.991699
	Iteration 91Q: 3 clusters Score -2982071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2982073.500000 Penalty: 4948.991699
	Iteration 92Q: 3 clusters Score -2982074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2982079.750000 Penalty: 4948.991699
	Iteration 93Q: 3 clusters Score -2982080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2982079.500000 Penalty: 4948.991699
	Iteration 94Q: 3 clusters Score -2982080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2982077.750000 Penalty: 4948.991699
	Iteration 95Q: 3 clusters Score -2982078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2982083.500000 Penalty: 4948.991699
	Iteration 96Q: 3 clusters Score -2982084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2982083.500000 Penalty: 4948.991699
	Iteration 97F: 3 clusters Score -2982084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -339050.687500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -339050.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -336133.187500 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -336133.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -336724.656250 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -336724.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -336889.000000 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -336889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -336970.281250 Penalty: 3880.925049
	Iteration 3Q: 3 clusters Score -336970.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -337054.531250 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -337054.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -337128.031250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -337128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -337179.406250 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -337179.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -337214.343750 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -337214.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -337234.218750 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -337234.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -337250.062500 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -337250.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -337270.500000 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -337270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -337290.281250 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -337290.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337321.375000 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -337321.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -337356.468750 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -337356.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -337423.281250 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -337423.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -337495.000000 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -337495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -337558.218750 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -337558.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -337624.718750 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -337624.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -337673.968750 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -337674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -337707.375000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -337707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -337739.750000 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -337739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -337773.593750 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -337773.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -337802.906250 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -337802.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -337825.750000 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -337825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -337844.125000 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -337844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -337864.062500 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -337864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -337882.125000 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -337882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -337891.281250 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -337891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -337896.000000 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -337896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -337898.593750 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -337898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -337900.437500 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -337900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -337903.343750 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -337903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -337904.406250 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -337904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -337904.437500 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -337904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -337905.843750 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -337905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -337906.375000 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -337906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -337907.468750 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -337907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -337908.312500 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -337908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -337908.312500 Penalty: 3880.925049
	Iteration 38F: 3 clusters Score -337908.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Entering Unmasked Estep 
Score: -1476215.500000 Penalty: 2320.758545
	Iteration 0F: 2 clusters Score -1476216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1467605.875000 Penalty: 4641.517090
	Iteration 0F: 3 clusters Score -1467606 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1470298.375000 Penalty: 4641.517090
	Iteration 1F: 3 clusters Score -1470298 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1470772.500000 Penalty: 4641.517090
	Iteration 2F: 3 clusters Score -1470772 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1471228.250000 Penalty: 4641.517090
	Iteration 3F: 3 clusters Score -1471228 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1471737.375000 Penalty: 4641.517090
	Iteration 4F: 3 clusters Score -1471737 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1472302.375000 Penalty: 4641.517090
	Iteration 5F: 3 clusters Score -1472302 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1472840.875000 Penalty: 4641.517090
	Iteration 6F: 3 clusters Score -1472841 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1473382.125000 Penalty: 4641.517090
	Iteration 7F: 3 clusters Score -1473382 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1473895.500000 Penalty: 4641.517090
	Iteration 8F: 3 clusters Score -1473896 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1474238.000000 Penalty: 4641.517090
	Iteration 9Q: 3 clusters Score -1474238 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1474434.750000 Penalty: 4641.517090
	Iteration 10Q: 3 clusters Score -1474435 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1474543.625000 Penalty: 4641.517090
	Iteration 11Q: 3 clusters Score -1474544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1474609.250000 Penalty: 4641.517090
	Iteration 12Q: 3 clusters Score -1474609 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1474653.000000 Penalty: 4641.517090
	Iteration 13Q: 3 clusters Score -1474653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1474678.125000 Penalty: 4641.517090
	Iteration 14Q: 3 clusters Score -1474678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1474697.625000 Penalty: 4641.517090
	Iteration 15Q: 3 clusters Score -1474698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1474703.750000 Penalty: 4641.517090
	Iteration 16Q: 3 clusters Score -1474704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1474720.125000 Penalty: 4641.517090
	Iteration 17Q: 3 clusters Score -1474720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1474718.625000 Penalty: 4641.517090
	Iteration 18Q: 3 clusters Score -1474719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1474727.500000 Penalty: 4641.517090
	Iteration 19Q: 3 clusters Score -1474728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1474741.875000 Penalty: 4641.517090
	Iteration 20F: 3 clusters Score -1474742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1474747.500000 Penalty: 4641.517090
	Iteration 21Q: 3 clusters Score -1474748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1474754.750000 Penalty: 4641.517090
	Iteration 22Q: 3 clusters Score -1474755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1474765.000000 Penalty: 4641.517090
	Iteration 23Q: 3 clusters Score -1474765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1474769.500000 Penalty: 4641.517090
	Iteration 24Q: 3 clusters Score -1474770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1474775.750000 Penalty: 4641.517090
	Iteration 25Q: 3 clusters Score -1474776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1474787.375000 Penalty: 4641.517090
	Iteration 26Q: 3 clusters Score -1474787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1474789.000000 Penalty: 4641.517090
	Iteration 27Q: 3 clusters Score -1474789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1474802.125000 Penalty: 4641.517090
	Iteration 28Q: 3 clusters Score -1474802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1474809.875000 Penalty: 4641.517090
	Iteration 29Q: 3 clusters Score -1474810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1474813.750000 Penalty: 4641.517090
	Iteration 30Q: 3 clusters Score -1474814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1474824.875000 Penalty: 4641.517090
	Iteration 31Q: 3 clusters Score -1474825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1474824.750000 Penalty: 4641.517090
	Iteration 32Q: 3 clusters Score -1474825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1474831.500000 Penalty: 4641.517090
	Iteration 33Q: 3 clusters Score -1474832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1474840.125000 Penalty: 4641.517090
	Iteration 34Q: 3 clusters Score -1474840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1474842.750000 Penalty: 4641.517090
	Iteration 35Q: 3 clusters Score -1474843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1474848.125000 Penalty: 4641.517090
	Iteration 36Q: 3 clusters Score -1474848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1474857.000000 Penalty: 4641.517090
	Iteration 37Q: 3 clusters Score -1474857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1474855.500000 Penalty: 4641.517090
	Iteration 38Q: 3 clusters Score -1474856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1474866.750000 Penalty: 4641.517090
	Iteration 39Q: 3 clusters Score -1474867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1474870.125000 Penalty: 4641.517090
	Iteration 40F: 3 clusters Score -1474870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1474874.250000 Penalty: 4641.517090
	Iteration 41Q: 3 clusters Score -1474874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1474874.875000 Penalty: 4641.517090
	Iteration 42Q: 3 clusters Score -1474875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1474883.375000 Penalty: 4641.517090
	Iteration 43Q: 3 clusters Score -1474883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1474892.875000 Penalty: 4641.517090
	Iteration 44Q: 3 clusters Score -1474893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1474900.375000 Penalty: 4641.517090
	Iteration 45Q: 3 clusters Score -1474900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1474903.875000 Penalty: 4641.517090
	Iteration 46Q: 3 clusters Score -1474904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1474909.125000 Penalty: 4641.517090
	Iteration 47Q: 3 clusters Score -1474909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1474913.750000 Penalty: 4641.517090
	Iteration 48Q: 3 clusters Score -1474914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1474913.750000 Penalty: 4641.517090
	Iteration 49Q: 3 clusters Score -1474914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1474918.500000 Penalty: 4641.517090
	Iteration 50Q: 3 clusters Score -1474918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1474916.125000 Penalty: 4641.517090
	Iteration 51Q: 3 clusters Score -1474916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1474918.000000 Penalty: 4641.517090
	Iteration 52Q: 3 clusters Score -1474918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1474918.875000 Penalty: 4641.517090
	Iteration 53Q: 3 clusters Score -1474919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1474918.500000 Penalty: 4641.517090
	Iteration 54Q: 3 clusters Score -1474918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1474920.750000 Penalty: 4641.517090
	Iteration 55Q: 3 clusters Score -1474921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1474920.750000 Penalty: 4641.517090
	Iteration 56F: 3 clusters Score -1474921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Entering Unmasked Estep 
Score: -1471224.250000 Penalty: 2304.989746
	Iteration 0F: 2 clusters Score -1471224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1463028.000000 Penalty: 4609.979492
	Iteration 0F: 3 clusters Score -1463028 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1465407.500000 Penalty: 4609.979492
	Iteration 1F: 3 clusters Score -1465408 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1465718.875000 Penalty: 4609.979492
	Iteration 2F: 3 clusters Score -1465719 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1465922.750000 Penalty: 4609.979492
	Iteration 3Q: 3 clusters Score -1465923 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1466065.500000 Penalty: 4609.979492
	Iteration 4Q: 3 clusters Score -1466066 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1466173.250000 Penalty: 4609.979492
	Iteration 5Q: 3 clusters Score -1466173 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1466261.875000 Penalty: 4609.979492
	Iteration 6Q: 3 clusters Score -1466262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1466368.750000 Penalty: 4609.979492
	Iteration 7Q: 3 clusters Score -1466369 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1466487.000000 Penalty: 4609.979492
	Iteration 8Q: 3 clusters Score -1466487 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1466650.000000 Penalty: 4609.979492
	Iteration 9Q: 3 clusters Score -1466650 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1466868.250000 Penalty: 4609.979492
	Iteration 10Q: 3 clusters Score -1466868 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1467097.625000 Penalty: 4609.979492
	Iteration 11Q: 3 clusters Score -1467098 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1467364.625000 Penalty: 4609.979492
	Iteration 12Q: 3 clusters Score -1467365 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1467636.625000 Penalty: 4609.979492
	Iteration 13Q: 3 clusters Score -1467637 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1467866.625000 Penalty: 4609.979492
	Iteration 14Q: 3 clusters Score -1467867 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1468058.000000 Penalty: 4609.979492
	Iteration 15Q: 3 clusters Score -1468058 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1468211.875000 Penalty: 4609.979492
	Iteration 16Q: 3 clusters Score -1468212 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1468344.750000 Penalty: 4609.979492
	Iteration 17Q: 3 clusters Score -1468345 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1468448.750000 Penalty: 4609.979492
	Iteration 18Q: 3 clusters Score -1468449 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1468560.125000 Penalty: 4609.979492
	Iteration 19Q: 3 clusters Score -1468560 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1468657.125000 Penalty: 4609.979492
	Iteration 20F: 3 clusters Score -1468657 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1468731.875000 Penalty: 4609.979492
	Iteration 21Q: 3 clusters Score -1468732 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1468782.875000 Penalty: 4609.979492
	Iteration 22Q: 3 clusters Score -1468783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1468828.125000 Penalty: 4609.979492
	Iteration 23Q: 3 clusters Score -1468828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1468865.250000 Penalty: 4609.979492
	Iteration 24Q: 3 clusters Score -1468865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1468889.375000 Penalty: 4609.979492
	Iteration 25Q: 3 clusters Score -1468889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1468914.250000 Penalty: 4609.979492
	Iteration 26Q: 3 clusters Score -1468914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1468942.750000 Penalty: 4609.979492
	Iteration 27Q: 3 clusters Score -1468943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1468975.875000 Penalty: 4609.979492
	Iteration 28Q: 3 clusters Score -1468976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1468998.875000 Penalty: 4609.979492
	Iteration 29Q: 3 clusters Score -1468999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1469019.375000 Penalty: 4609.979492
	Iteration 30Q: 3 clusters Score -1469019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1469033.625000 Penalty: 4609.979492
	Iteration 31Q: 3 clusters Score -1469034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1469052.500000 Penalty: 4609.979492
	Iteration 32Q: 3 clusters Score -1469052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1469064.500000 Penalty: 4609.979492
	Iteration 33Q: 3 clusters Score -1469064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1469066.375000 Penalty: 4609.979492
	Iteration 34Q: 3 clusters Score -1469066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1469076.000000 Penalty: 4609.979492
	Iteration 35Q: 3 clusters Score -1469076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1469083.000000 Penalty: 4609.979492
	Iteration 36Q: 3 clusters Score -1469083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1469086.000000 Penalty: 4609.979492
	Iteration 37Q: 3 clusters Score -1469086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1469088.875000 Penalty: 4609.979492
	Iteration 38Q: 3 clusters Score -1469089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1469098.500000 Penalty: 4609.979492
	Iteration 39Q: 3 clusters Score -1469098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1469101.500000 Penalty: 4609.979492
	Iteration 40F: 3 clusters Score -1469102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1469098.250000 Penalty: 4609.979492
	Iteration 41Q: 3 clusters Score -1469098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1469099.625000 Penalty: 4609.979492
	Iteration 42Q: 3 clusters Score -1469100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1469101.750000 Penalty: 4609.979492
	Iteration 43Q: 3 clusters Score -1469102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1469106.875000 Penalty: 4609.979492
	Iteration 44Q: 3 clusters Score -1469107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1469109.250000 Penalty: 4609.979492
	Iteration 45Q: 3 clusters Score -1469109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1469107.000000 Penalty: 4609.979492
	Iteration 46Q: 3 clusters Score -1469107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1469113.250000 Penalty: 4609.979492
	Iteration 47Q: 3 clusters Score -1469113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1469113.875000 Penalty: 4609.979492
	Iteration 48Q: 3 clusters Score -1469114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1469119.625000 Penalty: 4609.979492
	Iteration 49Q: 3 clusters Score -1469120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1469122.250000 Penalty: 4609.979492
	Iteration 50Q: 3 clusters Score -1469122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1469125.250000 Penalty: 4609.979492
	Iteration 51Q: 3 clusters Score -1469125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1469127.500000 Penalty: 4609.979492
	Iteration 52Q: 3 clusters Score -1469128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1469131.500000 Penalty: 4609.979492
	Iteration 53Q: 3 clusters Score -1469132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1469137.125000 Penalty: 4609.979492
	Iteration 54Q: 3 clusters Score -1469137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1469135.750000 Penalty: 4609.979492
	Iteration 55Q: 3 clusters Score -1469136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1469136.625000 Penalty: 4609.979492
	Iteration 56Q: 3 clusters Score -1469137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1469141.375000 Penalty: 4609.979492
	Iteration 57Q: 3 clusters Score -1469141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1469143.750000 Penalty: 4609.979492
	Iteration 58Q: 3 clusters Score -1469144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1469147.250000 Penalty: 4609.979492
	Iteration 59Q: 3 clusters Score -1469147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1469152.625000 Penalty: 4609.979492
	Iteration 60F: 3 clusters Score -1469153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1469152.625000 Penalty: 4609.979492
	Iteration 61Q: 3 clusters Score -1469153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1469150.000000 Penalty: 4609.979492
	Iteration 62Q: 3 clusters Score -1469150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1469156.125000 Penalty: 4609.979492
	Iteration 63Q: 3 clusters Score -1469156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1469157.500000 Penalty: 4609.979492
	Iteration 64Q: 3 clusters Score -1469158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1469158.125000 Penalty: 4609.979492
	Iteration 65Q: 3 clusters Score -1469158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1469158.375000 Penalty: 4609.979492
	Iteration 66Q: 3 clusters Score -1469158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1469157.625000 Penalty: 4609.979492
	Iteration 67Q: 3 clusters Score -1469158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1469159.000000 Penalty: 4609.979492
	Iteration 68Q: 3 clusters Score -1469159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1469162.375000 Penalty: 4609.979492
	Iteration 69Q: 3 clusters Score -1469162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1469164.125000 Penalty: 4609.979492
	Iteration 70Q: 3 clusters Score -1469164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1469162.125000 Penalty: 4609.979492
	Iteration 71Q: 3 clusters Score -1469162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1469161.000000 Penalty: 4609.979492
	Iteration 72Q: 3 clusters Score -1469161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1469160.500000 Penalty: 4609.979492
	Iteration 73Q: 3 clusters Score -1469160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1469163.000000 Penalty: 4609.979492
	Iteration 74Q: 3 clusters Score -1469163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1469163.000000 Penalty: 4609.979492
	Iteration 75F: 3 clusters Score -1469163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -663138.375000 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -663138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -658846.375000 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -658846.4 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -659971.187500 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -659971.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -660307.375000 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -660307.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -660548.625000 Penalty: 4194.048340
	Iteration 3F: 3 clusters Score -660548.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -660755.500000 Penalty: 4194.048340
	Iteration 4F: 3 clusters Score -660755.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -660915.000000 Penalty: 4194.048340
	Iteration 5Q: 3 clusters Score -660915 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -661044.937500 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -661044.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -661169.187500 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -661169.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -661283.250000 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -661283.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -661371.875000 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -661371.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -661441.375000 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -661441.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -661508.500000 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -661508.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -661575.875000 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -661575.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -661634.625000 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -661634.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -661677.375000 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -661677.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -661711.750000 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -661711.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -661745.812500 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -661745.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -661772.875000 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -661772.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -661793.687500 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -661793.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -661812.312500 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -661812.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -661823.625000 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -661823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -661837.500000 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -661837.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -661846.312500 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -661846.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -661857.000000 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -661857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -661864.375000 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -661864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -661870.375000 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -661870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -661873.687500 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -661873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -661874.750000 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -661874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -661880.375000 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -661880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -661883.562500 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -661883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -661885.312500 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -661885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -661888.750000 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -661888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -661889.937500 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -661889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -661890.750000 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -661890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -661893.062500 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -661893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -661894.062500 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -661894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -661895.562500 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -661895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -661895.875000 Penalty: 4194.048340
	Iteration 37Q: 3 clusters Score -661895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -661895.875000 Penalty: 4194.048340
	Iteration 38F: 3 clusters Score -661895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Entering Unmasked Estep 
Score: -3442334.500000 Penalty: 2496.417969
	Iteration 0F: 2 clusters Score -3442334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3425897.500000 Penalty: 4992.835938
	Iteration 0F: 3 clusters Score -3425898 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3431491.500000 Penalty: 4992.835938
	Iteration 1F: 3 clusters Score -3431492 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3431886.750000 Penalty: 4992.835938
	Iteration 2F: 3 clusters Score -3431887 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3432180.250000 Penalty: 4992.835938
	Iteration 3Q: 3 clusters Score -3432180 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3432437.750000 Penalty: 4992.835938
	Iteration 4Q: 3 clusters Score -3432438 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3432704.750000 Penalty: 4992.835938
	Iteration 5Q: 3 clusters Score -3432705 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3432919.250000 Penalty: 4992.835938
	Iteration 6Q: 3 clusters Score -3432919 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3433163.500000 Penalty: 4992.835938
	Iteration 7Q: 3 clusters Score -3433164 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3433434.750000 Penalty: 4992.835938
	Iteration 8Q: 3 clusters Score -3433435 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3433748.250000 Penalty: 4992.835938
	Iteration 9Q: 3 clusters Score -3433748 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3434171.000000 Penalty: 4992.835938
	Iteration 10Q: 3 clusters Score -3434171 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3434678.750000 Penalty: 4992.835938
	Iteration 11Q: 3 clusters Score -3434679 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3435330.750000 Penalty: 4992.835938
	Iteration 12Q: 3 clusters Score -3435331 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3436172.000000 Penalty: 4992.835938
	Iteration 13Q: 3 clusters Score -3436172 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3437136.250000 Penalty: 4992.835938
	Iteration 14F: 3 clusters Score -3437136 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3437938.000000 Penalty: 4992.835938
	Iteration 15Q: 3 clusters Score -3437938 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3438527.500000 Penalty: 4992.835938
	Iteration 16Q: 3 clusters Score -3438528 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3438950.250000 Penalty: 4992.835938
	Iteration 17Q: 3 clusters Score -3438950 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3439216.500000 Penalty: 4992.835938
	Iteration 18Q: 3 clusters Score -3439216 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3439373.750000 Penalty: 4992.835938
	Iteration 19Q: 3 clusters Score -3439374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3439477.000000 Penalty: 4992.835938
	Iteration 20F: 3 clusters Score -3439477 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3439550.750000 Penalty: 4992.835938
	Iteration 21Q: 3 clusters Score -3439551 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3439597.000000 Penalty: 4992.835938
	Iteration 22Q: 3 clusters Score -3439597 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3439630.000000 Penalty: 4992.835938
	Iteration 23Q: 3 clusters Score -3439630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3439643.000000 Penalty: 4992.835938
	Iteration 24Q: 3 clusters Score -3439643 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3439657.500000 Penalty: 4992.835938
	Iteration 25Q: 3 clusters Score -3439658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3439658.500000 Penalty: 4992.835938
	Iteration 26Q: 3 clusters Score -3439658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3439672.500000 Penalty: 4992.835938
	Iteration 27Q: 3 clusters Score -3439672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3439677.500000 Penalty: 4992.835938
	Iteration 28Q: 3 clusters Score -3439678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3439686.500000 Penalty: 4992.835938
	Iteration 29Q: 3 clusters Score -3439686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3439700.000000 Penalty: 4992.835938
	Iteration 30Q: 3 clusters Score -3439700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3439696.000000 Penalty: 4992.835938
	Iteration 31Q: 3 clusters Score -3439696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3439704.250000 Penalty: 4992.835938
	Iteration 32Q: 3 clusters Score -3439704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3439700.750000 Penalty: 4992.835938
	Iteration 33Q: 3 clusters Score -3439701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3439710.000000 Penalty: 4992.835938
	Iteration 34Q: 3 clusters Score -3439710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3439705.750000 Penalty: 4992.835938
	Iteration 35Q: 3 clusters Score -3439706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3439715.000000 Penalty: 4992.835938
	Iteration 36Q: 3 clusters Score -3439715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3439720.250000 Penalty: 4992.835938
	Iteration 37Q: 3 clusters Score -3439720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3439727.500000 Penalty: 4992.835938
	Iteration 38Q: 3 clusters Score -3439728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3439729.000000 Penalty: 4992.835938
	Iteration 39Q: 3 clusters Score -3439729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3439735.750000 Penalty: 4992.835938
	Iteration 40F: 3 clusters Score -3439736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3439734.750000 Penalty: 4992.835938
	Iteration 41Q: 3 clusters Score -3439735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3439735.750000 Penalty: 4992.835938
	Iteration 42Q: 3 clusters Score -3439736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3439743.000000 Penalty: 4992.835938
	Iteration 43Q: 3 clusters Score -3439743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3439741.000000 Penalty: 4992.835938
	Iteration 44Q: 3 clusters Score -3439741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3439746.000000 Penalty: 4992.835938
	Iteration 45Q: 3 clusters Score -3439746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3439742.500000 Penalty: 4992.835938
	Iteration 46Q: 3 clusters Score -3439742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3439747.500000 Penalty: 4992.835938
	Iteration 47Q: 3 clusters Score -3439748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3439746.000000 Penalty: 4992.835938
	Iteration 48Q: 3 clusters Score -3439746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3439749.000000 Penalty: 4992.835938
	Iteration 49Q: 3 clusters Score -3439749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3439750.250000 Penalty: 4992.835938
	Iteration 50Q: 3 clusters Score -3439750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3439747.750000 Penalty: 4992.835938
	Iteration 51Q: 3 clusters Score -3439748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3439744.000000 Penalty: 4992.835938
	Iteration 52Q: 3 clusters Score -3439744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3439747.750000 Penalty: 4992.835938
	Iteration 53Q: 3 clusters Score -3439748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3439749.250000 Penalty: 4992.835938
	Iteration 54Q: 3 clusters Score -3439749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3439755.500000 Penalty: 4992.835938
	Iteration 55Q: 3 clusters Score -3439756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3439751.500000 Penalty: 4992.835938
	Iteration 56Q: 3 clusters Score -3439752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3439754.000000 Penalty: 4992.835938
	Iteration 57Q: 3 clusters Score -3439754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3439752.750000 Penalty: 4992.835938
	Iteration 58Q: 3 clusters Score -3439753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3439758.750000 Penalty: 4992.835938
	Iteration 59Q: 3 clusters Score -3439759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3439757.250000 Penalty: 4992.835938
	Iteration 60F: 3 clusters Score -3439757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3439756.250000 Penalty: 4992.835938
	Iteration 61Q: 3 clusters Score -3439756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3439751.500000 Penalty: 4992.835938
	Iteration 62Q: 3 clusters Score -3439752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3439751.500000 Penalty: 4992.835938
	Iteration 63Q: 3 clusters Score -3439752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3439752.000000 Penalty: 4992.835938
	Iteration 64Q: 3 clusters Score -3439752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3439747.250000 Penalty: 4992.835938
	Iteration 65Q: 3 clusters Score -3439747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3439745.500000 Penalty: 4992.835938
	Iteration 66Q: 3 clusters Score -3439746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3439742.750000 Penalty: 4992.835938
	Iteration 67Q: 3 clusters Score -3439743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3439752.750000 Penalty: 4992.835938
	Iteration 68Q: 3 clusters Score -3439753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3439753.000000 Penalty: 4992.835938
	Iteration 69Q: 3 clusters Score -3439753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3439751.500000 Penalty: 4992.835938
	Iteration 70Q: 3 clusters Score -3439752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3439752.500000 Penalty: 4992.835938
	Iteration 71Q: 3 clusters Score -3439752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3439747.750000 Penalty: 4992.835938
	Iteration 72Q: 3 clusters Score -3439748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3439748.750000 Penalty: 4992.835938
	Iteration 73Q: 3 clusters Score -3439749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3439748.750000 Penalty: 4992.835938
	Iteration 74Q: 3 clusters Score -3439749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3439747.000000 Penalty: 4992.835938
	Iteration 75Q: 3 clusters Score -3439747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3439750.750000 Penalty: 4992.835938
	Iteration 76Q: 3 clusters Score -3439751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3439752.500000 Penalty: 4992.835938
	Iteration 77Q: 3 clusters Score -3439752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3439767.250000 Penalty: 4992.835938
	Iteration 78Q: 3 clusters Score -3439767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3439777.250000 Penalty: 4992.835938
	Iteration 79Q: 3 clusters Score -3439777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3439777.250000 Penalty: 4992.835938
	Iteration 80F: 3 clusters Score -3439777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3439775.250000 Penalty: 4992.835938
	Iteration 81Q: 3 clusters Score -3439775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3439774.500000 Penalty: 4992.835938
	Iteration 82Q: 3 clusters Score -3439774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3439783.250000 Penalty: 4992.835938
	Iteration 83Q: 3 clusters Score -3439783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3439776.500000 Penalty: 4992.835938
	Iteration 84Q: 3 clusters Score -3439776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3439776.750000 Penalty: 4992.835938
	Iteration 85Q: 3 clusters Score -3439777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3439774.000000 Penalty: 4992.835938
	Iteration 86Q: 3 clusters Score -3439774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3439771.250000 Penalty: 4992.835938
	Iteration 87Q: 3 clusters Score -3439771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3439774.500000 Penalty: 4992.835938
	Iteration 88Q: 3 clusters Score -3439774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3439775.000000 Penalty: 4992.835938
	Iteration 89Q: 3 clusters Score -3439775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3439777.750000 Penalty: 4992.835938
	Iteration 90Q: 3 clusters Score -3439778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3439783.750000 Penalty: 4992.835938
	Iteration 91Q: 3 clusters Score -3439784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3439787.750000 Penalty: 4992.835938
	Iteration 92Q: 3 clusters Score -3439788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3439789.000000 Penalty: 4992.835938
	Iteration 93Q: 3 clusters Score -3439789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3439787.750000 Penalty: 4992.835938
	Iteration 94Q: 3 clusters Score -3439788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3439795.750000 Penalty: 4992.835938
	Iteration 95Q: 3 clusters Score -3439796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3439800.000000 Penalty: 4992.835938
	Iteration 96Q: 3 clusters Score -3439800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3439798.750000 Penalty: 4992.835938
	Iteration 97Q: 3 clusters Score -3439799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3439803.250000 Penalty: 4992.835938
	Iteration 98Q: 3 clusters Score -3439803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3439802.250000 Penalty: 4992.835938
	Iteration 99Q: 3 clusters Score -3439802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3439808.000000 Penalty: 4992.835938
	Iteration 100F: 3 clusters Score -3439808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3439809.750000 Penalty: 4992.835938
	Iteration 101Q: 3 clusters Score -3439810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3439815.750000 Penalty: 4992.835938
	Iteration 102Q: 3 clusters Score -3439816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3439814.000000 Penalty: 4992.835938
	Iteration 103Q: 3 clusters Score -3439814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3439814.500000 Penalty: 4992.835938
	Iteration 104Q: 3 clusters Score -3439814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3439816.750000 Penalty: 4992.835938
	Iteration 105Q: 3 clusters Score -3439817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3439812.500000 Penalty: 4992.835938
	Iteration 106Q: 3 clusters Score -3439812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3439816.250000 Penalty: 4992.835938
	Iteration 107Q: 3 clusters Score -3439816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3439813.250000 Penalty: 4992.835938
	Iteration 108Q: 3 clusters Score -3439813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3439811.250000 Penalty: 4992.835938
	Iteration 109Q: 3 clusters Score -3439811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3439809.000000 Penalty: 4992.835938
	Iteration 110Q: 3 clusters Score -3439809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3439806.500000 Penalty: 4992.835938
	Iteration 111Q: 3 clusters Score -3439806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3439811.000000 Penalty: 4992.835938
	Iteration 112Q: 3 clusters Score -3439811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3439810.000000 Penalty: 4992.835938
	Iteration 113Q: 3 clusters Score -3439810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3439810.000000 Penalty: 4992.835938
	Iteration 114Q: 3 clusters Score -3439810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3439810.000000 Penalty: 4992.835938
	Iteration 115F: 3 clusters Score -3439810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40570.132812 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40570.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40717.843750 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40717.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40759.195312 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40771.367188 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40771.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40786.511719 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40786.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40813.378906 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40813.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40833.078125 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -40833.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40834.597656 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -40834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40834.597656 Penalty: 2865.715576
	Iteration 8F: 3 clusters Score -40834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (139460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Entering Unmasked Estep 
Score: -20445434.000000 Penalty: 2937.692383
	Iteration 0F: 2 clusters Score -2.044543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -20356100.000000 Penalty: 5875.384766
	Iteration 0F: 3 clusters Score -2.03561e+07 nChanged 66514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -20394704.000000 Penalty: 5875.384766
	Iteration 1F: 3 clusters Score -2.03947e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -20395522.000000 Penalty: 5875.384766
	Iteration 2Q: 3 clusters Score -2.039552e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -20396554.000000 Penalty: 5875.384766
	Iteration 3Q: 3 clusters Score -2.039655e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -20398098.000000 Penalty: 5875.384766
	Iteration 4Q: 3 clusters Score -2.03981e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -20400764.000000 Penalty: 5875.384766
	Iteration 5Q: 3 clusters Score -2.040076e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -20405074.000000 Penalty: 5875.384766
	Iteration 6Q: 3 clusters Score -2.040507e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -20411132.000000 Penalty: 5875.384766
	Iteration 7F: 3 clusters Score -2.041113e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -20418566.000000 Penalty: 5875.384766
	Iteration 8F: 3 clusters Score -2.041857e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -20425488.000000 Penalty: 5875.384766
	Iteration 9F: 3 clusters Score -2.042549e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -20431006.000000 Penalty: 5875.384766
	Iteration 10F: 3 clusters Score -2.043101e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 125007 members 
Entering Unmasked Estep 
Score: -20434922.000000 Penalty: 5875.384766
	Iteration 11Q: 3 clusters Score -2.043492e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -20437620.000000 Penalty: 5875.384766
	Iteration 12Q: 3 clusters Score -2.043762e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 131865 members 
Entering Unmasked Estep 
Score: -20439320.000000 Penalty: 5875.384766
	Iteration 13Q: 3 clusters Score -2.043932e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 133847 members 
Entering Unmasked Estep 
Score: -20440612.000000 Penalty: 5875.384766
	Iteration 14Q: 3 clusters Score -2.044061e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -20441422.000000 Penalty: 5875.384766
	Iteration 15Q: 3 clusters Score -2.044142e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -20441928.000000 Penalty: 5875.384766
	Iteration 16Q: 3 clusters Score -2.044193e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -20442222.000000 Penalty: 5875.384766
	Iteration 17Q: 3 clusters Score -2.044222e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -20442434.000000 Penalty: 5875.384766
	Iteration 18Q: 3 clusters Score -2.044243e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 137586 members 
Entering Unmasked Estep 
Score: -20442534.000000 Penalty: 5875.384766
	Iteration 19Q: 3 clusters Score -2.044253e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -20442586.000000 Penalty: 5875.384766
	Iteration 20F: 3 clusters Score -2.044259e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 137922 members 
Entering Unmasked Estep 
Score: -20442684.000000 Penalty: 5875.384766
	Iteration 21Q: 3 clusters Score -2.044268e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -20442732.000000 Penalty: 5875.384766
	Iteration 22Q: 3 clusters Score -2.044273e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 138100 members 
Entering Unmasked Estep 
Score: -20442782.000000 Penalty: 5875.384766
	Iteration 23Q: 3 clusters Score -2.044278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 138173 members 
Entering Unmasked Estep 
Score: -20442828.000000 Penalty: 5875.384766
	Iteration 24Q: 3 clusters Score -2.044283e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 138222 members 
Entering Unmasked Estep 
Score: -20442868.000000 Penalty: 5875.384766
	Iteration 25Q: 3 clusters Score -2.044287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 138267 members 
Entering Unmasked Estep 
Score: -20442890.000000 Penalty: 5875.384766
	Iteration 26Q: 3 clusters Score -2.044289e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -20442868.000000 Penalty: 5875.384766
	Iteration 27Q: 3 clusters Score -2.044287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 138328 members 
Entering Unmasked Estep 
Score: -20442902.000000 Penalty: 5875.384766
	Iteration 28Q: 3 clusters Score -2.04429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -20442908.000000 Penalty: 5875.384766
	Iteration 29Q: 3 clusters Score -2.044291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -20442926.000000 Penalty: 5875.384766
	Iteration 30Q: 3 clusters Score -2.044293e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -20442950.000000 Penalty: 5875.384766
	Iteration 31Q: 3 clusters Score -2.044295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 138407 members 
Entering Unmasked Estep 
Score: -20442954.000000 Penalty: 5875.384766
	Iteration 32Q: 3 clusters Score -2.044295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 138412 members 
Entering Unmasked Estep 
Score: -20442982.000000 Penalty: 5875.384766
	Iteration 33Q: 3 clusters Score -2.044298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -20442964.000000 Penalty: 5875.384766
	Iteration 34Q: 3 clusters Score -2.044296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 138425 members 
Entering Unmasked Estep 
Score: -20442968.000000 Penalty: 5875.384766
	Iteration 35Q: 3 clusters Score -2.044297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 138439 members 
Entering Unmasked Estep 
Score: -20442960.000000 Penalty: 5875.384766
	Iteration 36Q: 3 clusters Score -2.044296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -20442944.000000 Penalty: 5875.384766
	Iteration 37Q: 3 clusters Score -2.044294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -20442952.000000 Penalty: 5875.384766
	Iteration 38Q: 3 clusters Score -2.044295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -20442970.000000 Penalty: 5875.384766
	Iteration 39Q: 3 clusters Score -2.044297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -20442972.000000 Penalty: 5875.384766
	Iteration 40F: 3 clusters Score -2.044297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 138452 members 
Entering Unmasked Estep 
Score: -20442982.000000 Penalty: 5875.384766
	Iteration 41Q: 3 clusters Score -2.044298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -20442982.000000 Penalty: 5875.384766
	Iteration 42Q: 3 clusters Score -2.044298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -20442998.000000 Penalty: 5875.384766
	Iteration 43Q: 3 clusters Score -2.0443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -20442994.000000 Penalty: 5875.384766
	Iteration 44Q: 3 clusters Score -2.044299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -20442994.000000 Penalty: 5875.384766
	Iteration 45Q: 3 clusters Score -2.044299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 138468 members 
Entering Unmasked Estep 
Score: -20442998.000000 Penalty: 5875.384766
	Iteration 46Q: 3 clusters Score -2.0443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 138476 members 
Entering Unmasked Estep 
Score: -20443012.000000 Penalty: 5875.384766
	Iteration 47Q: 3 clusters Score -2.044301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -20443012.000000 Penalty: 5875.384766
	Iteration 48Q: 3 clusters Score -2.044301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -20443014.000000 Penalty: 5875.384766
	Iteration 49Q: 3 clusters Score -2.044301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 138487 members 
Entering Unmasked Estep 
Score: -20443008.000000 Penalty: 5875.384766
	Iteration 50Q: 3 clusters Score -2.044301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 138488 members 
Entering Unmasked Estep 
Score: -20443012.000000 Penalty: 5875.384766
	Iteration 51Q: 3 clusters Score -2.044301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 138490 members 
Entering Unmasked Estep 
Score: -20443000.000000 Penalty: 5875.384766
	Iteration 52Q: 3 clusters Score -2.0443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -20442996.000000 Penalty: 5875.384766
	Iteration 53Q: 3 clusters Score -2.0443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 138501 members 
Entering Unmasked Estep 
Score: -20442998.000000 Penalty: 5875.384766
	Iteration 54Q: 3 clusters Score -2.0443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 138504 members 
Entering Unmasked Estep 
Score: -20442990.000000 Penalty: 5875.384766
	Iteration 55Q: 3 clusters Score -2.044299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -20443000.000000 Penalty: 5875.384766
	Iteration 56Q: 3 clusters Score -2.0443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 138510 members 
Entering Unmasked Estep 
Score: -20443016.000000 Penalty: 5875.384766
	Iteration 57Q: 3 clusters Score -2.044302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 138509 members 
Entering Unmasked Estep 
Score: -20443010.000000 Penalty: 5875.384766
	Iteration 58Q: 3 clusters Score -2.044301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -20443016.000000 Penalty: 5875.384766
	Iteration 59Q: 3 clusters Score -2.044302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -20443026.000000 Penalty: 5875.384766
	Iteration 60F: 3 clusters Score -2.044303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -20443026.000000 Penalty: 5875.384766
	Iteration 61Q: 3 clusters Score -2.044303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 138522 members 
Entering Unmasked Estep 
Score: -20443036.000000 Penalty: 5875.384766
	Iteration 62Q: 3 clusters Score -2.044304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 138526 members 
Entering Unmasked Estep 
Score: -20443024.000000 Penalty: 5875.384766
	Iteration 63Q: 3 clusters Score -2.044302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 138530 members 
Entering Unmasked Estep 
Score: -20443026.000000 Penalty: 5875.384766
	Iteration 64Q: 3 clusters Score -2.044303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -20443032.000000 Penalty: 5875.384766
	Iteration 65Q: 3 clusters Score -2.044303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -20443044.000000 Penalty: 5875.384766
	Iteration 66Q: 3 clusters Score -2.044304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 138539 members 
Entering Unmasked Estep 
Score: -20443040.000000 Penalty: 5875.384766
	Iteration 67Q: 3 clusters Score -2.044304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -20443040.000000 Penalty: 5875.384766
	Iteration 68Q: 3 clusters Score -2.044304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -20443024.000000 Penalty: 5875.384766
	Iteration 69Q: 3 clusters Score -2.044302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -20443048.000000 Penalty: 5875.384766
	Iteration 70Q: 3 clusters Score -2.044305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 138547 members 
Entering Unmasked Estep 
Score: -20443040.000000 Penalty: 5875.384766
	Iteration 71Q: 3 clusters Score -2.044304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -20443056.000000 Penalty: 5875.384766
	Iteration 72Q: 3 clusters Score -2.044306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -20443046.000000 Penalty: 5875.384766
	Iteration 73Q: 3 clusters Score -2.044305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -20443052.000000 Penalty: 5875.384766
	Iteration 74Q: 3 clusters Score -2.044305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -20443056.000000 Penalty: 5875.384766
	Iteration 75Q: 3 clusters Score -2.044306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -20443054.000000 Penalty: 5875.384766
	Iteration 76Q: 3 clusters Score -2.044305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -20443070.000000 Penalty: 5875.384766
	Iteration 77Q: 3 clusters Score -2.044307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 138547 members 
Entering Unmasked Estep 
Score: -20443070.000000 Penalty: 5875.384766
	Iteration 78Q: 3 clusters Score -2.044307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 138551 members 
Entering Unmasked Estep 
Score: -20443058.000000 Penalty: 5875.384766
	Iteration 79Q: 3 clusters Score -2.044306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 138554 members 
Entering Unmasked Estep 
Score: -20443056.000000 Penalty: 5875.384766
	Iteration 80F: 3 clusters Score -2.044306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 138554 members 
Entering Unmasked Estep 
Score: -20443078.000000 Penalty: 5875.384766
	Iteration 81Q: 3 clusters Score -2.044308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 138559 members 
Entering Unmasked Estep 
Score: -20443074.000000 Penalty: 5875.384766
	Iteration 82Q: 3 clusters Score -2.044307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -20443074.000000 Penalty: 5875.384766
	Iteration 83Q: 3 clusters Score -2.044307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -20443080.000000 Penalty: 5875.384766
	Iteration 84Q: 3 clusters Score -2.044308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -20443098.000000 Penalty: 5875.384766
	Iteration 85Q: 3 clusters Score -2.04431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -20443106.000000 Penalty: 5875.384766
	Iteration 86Q: 3 clusters Score -2.044311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 138566 members 
Entering Unmasked Estep 
Score: -20443104.000000 Penalty: 5875.384766
	Iteration 87Q: 3 clusters Score -2.04431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 138568 members 
Entering Unmasked Estep 
Score: -20443098.000000 Penalty: 5875.384766
	Iteration 88Q: 3 clusters Score -2.04431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -20443100.000000 Penalty: 5875.384766
	Iteration 89Q: 3 clusters Score -2.04431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -20443120.000000 Penalty: 5875.384766
	Iteration 90Q: 3 clusters Score -2.044312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 138581 members 
Entering Unmasked Estep 
Score: -20443110.000000 Penalty: 5875.384766
	Iteration 91Q: 3 clusters Score -2.044311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -20443114.000000 Penalty: 5875.384766
	Iteration 92Q: 3 clusters Score -2.044311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 138595 members 
Entering Unmasked Estep 
Score: -20443120.000000 Penalty: 5875.384766
	Iteration 93Q: 3 clusters Score -2.044312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -20443126.000000 Penalty: 5875.384766
	Iteration 94Q: 3 clusters Score -2.044313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -20443122.000000 Penalty: 5875.384766
	Iteration 95Q: 3 clusters Score -2.044312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -20443142.000000 Penalty: 5875.384766
	Iteration 96Q: 3 clusters Score -2.044314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -20443128.000000 Penalty: 5875.384766
	Iteration 97Q: 3 clusters Score -2.044313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -20443126.000000 Penalty: 5875.384766
	Iteration 98Q: 3 clusters Score -2.044313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -20443128.000000 Penalty: 5875.384766
	Iteration 99Q: 3 clusters Score -2.044313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 138607 members 
Entering Unmasked Estep 
Score: -20443130.000000 Penalty: 5875.384766
	Iteration 100F: 3 clusters Score -2.044313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -20443142.000000 Penalty: 5875.384766
	Iteration 101Q: 3 clusters Score -2.044314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -20443142.000000 Penalty: 5875.384766
	Iteration 102F: 3 clusters Score -2.044314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Entering Unmasked Estep 
Score: -4937878.500000 Penalty: 2583.052002
	Iteration 0F: 2 clusters Score -4937878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4914956.500000 Penalty: 5166.104004
	Iteration 0F: 3 clusters Score -4914956 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4923403.500000 Penalty: 5166.104004
	Iteration 1F: 3 clusters Score -4923404 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4923924.000000 Penalty: 5166.104004
	Iteration 2Q: 3 clusters Score -4923924 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4924454.000000 Penalty: 5166.104004
	Iteration 3Q: 3 clusters Score -4924454 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4925080.000000 Penalty: 5166.104004
	Iteration 4Q: 3 clusters Score -4925080 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4925904.000000 Penalty: 5166.104004
	Iteration 5F: 3 clusters Score -4925904 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4927122.500000 Penalty: 5166.104004
	Iteration 6F: 3 clusters Score -4927122 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4928794.500000 Penalty: 5166.104004
	Iteration 7F: 3 clusters Score -4928794 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4930782.000000 Penalty: 5166.104004
	Iteration 8F: 3 clusters Score -4930782 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4932658.000000 Penalty: 5166.104004
	Iteration 9F: 3 clusters Score -4932658 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4933929.000000 Penalty: 5166.104004
	Iteration 10Q: 3 clusters Score -4933929 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4934517.000000 Penalty: 5166.104004
	Iteration 11Q: 3 clusters Score -4934517 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4934824.500000 Penalty: 5166.104004
	Iteration 12Q: 3 clusters Score -4934824 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4934974.000000 Penalty: 5166.104004
	Iteration 13Q: 3 clusters Score -4934974 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4935088.000000 Penalty: 5166.104004
	Iteration 14Q: 3 clusters Score -4935088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4935181.000000 Penalty: 5166.104004
	Iteration 15Q: 3 clusters Score -4935181 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4935245.500000 Penalty: 5166.104004
	Iteration 16Q: 3 clusters Score -4935246 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4935312.500000 Penalty: 5166.104004
	Iteration 17Q: 3 clusters Score -4935312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4935389.500000 Penalty: 5166.104004
	Iteration 18Q: 3 clusters Score -4935390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4935427.500000 Penalty: 5166.104004
	Iteration 19Q: 3 clusters Score -4935428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4935453.000000 Penalty: 5166.104004
	Iteration 20F: 3 clusters Score -4935453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4935488.500000 Penalty: 5166.104004
	Iteration 21Q: 3 clusters Score -4935488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4935516.000000 Penalty: 5166.104004
	Iteration 22Q: 3 clusters Score -4935516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4935528.000000 Penalty: 5166.104004
	Iteration 23Q: 3 clusters Score -4935528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4935543.000000 Penalty: 5166.104004
	Iteration 24Q: 3 clusters Score -4935543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4935564.000000 Penalty: 5166.104004
	Iteration 25Q: 3 clusters Score -4935564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4935573.500000 Penalty: 5166.104004
	Iteration 26Q: 3 clusters Score -4935574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4935570.500000 Penalty: 5166.104004
	Iteration 27Q: 3 clusters Score -4935570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4935574.500000 Penalty: 5166.104004
	Iteration 28Q: 3 clusters Score -4935574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4935585.000000 Penalty: 5166.104004
	Iteration 29Q: 3 clusters Score -4935585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4935586.500000 Penalty: 5166.104004
	Iteration 30Q: 3 clusters Score -4935586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4935589.000000 Penalty: 5166.104004
	Iteration 31Q: 3 clusters Score -4935589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4935593.000000 Penalty: 5166.104004
	Iteration 32Q: 3 clusters Score -4935593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4935598.000000 Penalty: 5166.104004
	Iteration 33Q: 3 clusters Score -4935598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4935604.000000 Penalty: 5166.104004
	Iteration 34Q: 3 clusters Score -4935604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4935602.000000 Penalty: 5166.104004
	Iteration 35Q: 3 clusters Score -4935602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4935608.500000 Penalty: 5166.104004
	Iteration 36Q: 3 clusters Score -4935608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4935610.500000 Penalty: 5166.104004
	Iteration 37Q: 3 clusters Score -4935610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4935609.000000 Penalty: 5166.104004
	Iteration 38Q: 3 clusters Score -4935609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4935608.000000 Penalty: 5166.104004
	Iteration 39Q: 3 clusters Score -4935608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4935607.500000 Penalty: 5166.104004
	Iteration 40F: 3 clusters Score -4935608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1493040.875000 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -1493041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1485111.625000 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -1485112 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1487447.750000 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -1487448 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1487811.625000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -1487812 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1488074.250000 Penalty: 4593.896484
	Iteration 3F: 3 clusters Score -1488074 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1488298.250000 Penalty: 4593.896484
	Iteration 4Q: 3 clusters Score -1488298 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1488500.250000 Penalty: 4593.896484
	Iteration 5Q: 3 clusters Score -1488500 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1488668.875000 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -1488669 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1488818.000000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -1488818 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1488940.250000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -1488940 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1489083.750000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -1489084 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1489195.500000 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -1489196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1489312.875000 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -1489313 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1489434.750000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -1489435 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1489557.500000 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -1489558 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1489679.500000 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -1489680 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1489828.125000 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -1489828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1489964.250000 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -1489964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1490110.500000 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -1490110 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1490266.000000 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -1490266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1490413.750000 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -1490414 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1490550.750000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -1490551 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1490667.000000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -1490667 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1490772.000000 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -1490772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1490843.000000 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -1490843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1490904.625000 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -1490905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1490952.500000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -1490952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1490990.500000 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -1490990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1491027.750000 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -1491028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1491055.875000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -1491056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1491069.750000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -1491070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1491091.250000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -1491091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1491104.375000 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -1491104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1491112.000000 Penalty: 4593.896484
	Iteration 32Q: 3 clusters Score -1491112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1491117.750000 Penalty: 4593.896484
	Iteration 33Q: 3 clusters Score -1491118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1491130.500000 Penalty: 4593.896484
	Iteration 34Q: 3 clusters Score -1491130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1491133.250000 Penalty: 4593.896484
	Iteration 35Q: 3 clusters Score -1491133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1491141.000000 Penalty: 4593.896484
	Iteration 36Q: 3 clusters Score -1491141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1491144.375000 Penalty: 4593.896484
	Iteration 37Q: 3 clusters Score -1491144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1491144.375000 Penalty: 4593.896484
	Iteration 38Q: 3 clusters Score -1491144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1491146.375000 Penalty: 4593.896484
	Iteration 39Q: 3 clusters Score -1491146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1491145.750000 Penalty: 4593.896484
	Iteration 40F: 3 clusters Score -1491146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1491150.000000 Penalty: 4593.896484
	Iteration 41Q: 3 clusters Score -1491150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1491150.000000 Penalty: 4593.896484
	Iteration 42F: 3 clusters Score -1491150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -316129.781250 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -316129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -313247.375000 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -313247.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -313914.750000 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -313914.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314130.718750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -314130.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -314324.125000 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -314324.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -314500.593750 Penalty: 3869.489990
	Iteration 4F: 3 clusters Score -314500.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -314632.781250 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -314632.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -314722.968750 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -314723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -314789.281250 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -314789.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -314824.656250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -314824.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314857.250000 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -314857.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -314876.343750 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -314876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314895.968750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -314896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -314913.593750 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -314913.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -314935.531250 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -314935.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -314945.562500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -314945.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -314954.937500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -314954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -314963.218750 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -314963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -314968.625000 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -314968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -314976.437500 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -314976.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -314983.687500 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -314983.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -314992.843750 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -314992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -314999.375000 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -314999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -315002.281250 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -315002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315005.000000 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -315005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -315009.000000 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -315009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -315017.718750 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -315017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -315022.031250 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -315022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -315025.031250 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -315025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -315027.812500 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -315027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315029.625000 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -315029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315032.281250 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -315032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315032.968750 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -315033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315033.750000 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -315033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -315034.812500 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -315034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315035.343750 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -315035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315035.343750 Penalty: 3869.489990
	Iteration 35F: 3 clusters Score -315035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100318.335938 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100318.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101151.289062 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -101151.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101472.250000 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101472.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101634.539062 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -101634.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -101732.242188 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -101732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101774.664062 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -101774.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101821.195312 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -101821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101846.328125 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -101846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101856.382812 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -101856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101858.875000 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -101858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -101861.398438 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -101861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101862.164062 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -101862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101862.164062 Penalty: 3330.830322
	Iteration 12F: 3 clusters Score -101862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 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 240 members 
Entering Unmasked Estep 
Score: -60684.625000 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60684.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60882.488281 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -60882.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60959.078125 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -60959.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61040.246094 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -61040.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61156.132812 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -61156.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61238.113281 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61238.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61384.402344 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -61384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61641.082031 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -61641.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61720.460938 Penalty: 3070.396484
	Iteration 8F: 3 clusters Score -61720.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61759.632812 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -61759.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61810.214844 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -61810.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61839.863281 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -61839.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61865.105469 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -61865.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61867.496094 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -61867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -61874.710938 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -61874.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61883.691406 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -61883.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -61889.144531 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -61889.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -61893.687500 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -61893.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61898.953125 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -61898.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -61906.238281 Penalty: 3070.396484
	Iteration 19Q: 3 clusters Score -61906.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61909.292969 Penalty: 3070.396484
	Iteration 20F: 3 clusters Score -61909.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61911.093750 Penalty: 3070.396484
	Iteration 21Q: 3 clusters Score -61911.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61911.093750 Penalty: 3070.396484
	Iteration 22F: 3 clusters Score -61911.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (38999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Entering Unmasked Estep 
Score: -5777332.000000 Penalty: 2621.680176
	Iteration 0F: 2 clusters Score -5777332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5750832.000000 Penalty: 5243.360352
	Iteration 0F: 3 clusters Score -5750832 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5760303.000000 Penalty: 5243.360352
	Iteration 1F: 3 clusters Score -5760303 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -5760706.500000 Penalty: 5243.360352
	Iteration 2Q: 3 clusters Score -5760706 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5761116.500000 Penalty: 5243.360352
	Iteration 3Q: 3 clusters Score -5761116 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5761453.500000 Penalty: 5243.360352
	Iteration 4Q: 3 clusters Score -5761454 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5761881.500000 Penalty: 5243.360352
	Iteration 5Q: 3 clusters Score -5761882 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5762394.500000 Penalty: 5243.360352
	Iteration 6Q: 3 clusters Score -5762394 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5762969.500000 Penalty: 5243.360352
	Iteration 7Q: 3 clusters Score -5762970 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5763788.000000 Penalty: 5243.360352
	Iteration 8Q: 3 clusters Score -5763788 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5764995.000000 Penalty: 5243.360352
	Iteration 9F: 3 clusters Score -5764995 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5766722.500000 Penalty: 5243.360352
	Iteration 10F: 3 clusters Score -5766722 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5768824.000000 Penalty: 5243.360352
	Iteration 11F: 3 clusters Score -5768824 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5770669.000000 Penalty: 5243.360352
	Iteration 12F: 3 clusters Score -5770669 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5772253.500000 Penalty: 5243.360352
	Iteration 13Q: 3 clusters Score -5772254 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5773405.500000 Penalty: 5243.360352
	Iteration 14Q: 3 clusters Score -5773406 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5774107.500000 Penalty: 5243.360352
	Iteration 15Q: 3 clusters Score -5774108 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5774487.000000 Penalty: 5243.360352
	Iteration 16Q: 3 clusters Score -5774487 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5774702.000000 Penalty: 5243.360352
	Iteration 17Q: 3 clusters Score -5774702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5774806.000000 Penalty: 5243.360352
	Iteration 18Q: 3 clusters Score -5774806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5774888.500000 Penalty: 5243.360352
	Iteration 19Q: 3 clusters Score -5774888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5774964.500000 Penalty: 5243.360352
	Iteration 20F: 3 clusters Score -5774964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5774995.500000 Penalty: 5243.360352
	Iteration 21Q: 3 clusters Score -5774996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5775023.500000 Penalty: 5243.360352
	Iteration 22Q: 3 clusters Score -5775024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -5775035.000000 Penalty: 5243.360352
	Iteration 23Q: 3 clusters Score -5775035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -5775051.500000 Penalty: 5243.360352
	Iteration 24Q: 3 clusters Score -5775052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5775067.500000 Penalty: 5243.360352
	Iteration 25Q: 3 clusters Score -5775068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5775071.000000 Penalty: 5243.360352
	Iteration 26Q: 3 clusters Score -5775071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5775077.500000 Penalty: 5243.360352
	Iteration 27Q: 3 clusters Score -5775078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5775074.500000 Penalty: 5243.360352
	Iteration 28Q: 3 clusters Score -5775074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5775080.000000 Penalty: 5243.360352
	Iteration 29Q: 3 clusters Score -5775080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5775080.500000 Penalty: 5243.360352
	Iteration 30Q: 3 clusters Score -5775080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5775075.000000 Penalty: 5243.360352
	Iteration 31Q: 3 clusters Score -5775075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5775079.500000 Penalty: 5243.360352
	Iteration 32Q: 3 clusters Score -5775080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5775083.000000 Penalty: 5243.360352
	Iteration 33Q: 3 clusters Score -5775083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5775083.000000 Penalty: 5243.360352
	Iteration 34F: 3 clusters Score -5775083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 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 322 members 
Entering Unmasked Estep 
Score: -77056.375000 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77056.38 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77301.273438 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77301.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77422.296875 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77422.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77481.000000 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -77481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77522.429688 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -77522.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77537.062500 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -77537.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77558.906250 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -77558.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77584.617188 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -77584.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77602.867188 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -77602.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77618.234375 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -77618.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77628.156250 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -77628.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77631.179688 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -77631.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77631.179688 Penalty: 3170.390869
	Iteration 12F: 3 clusters Score -77631.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39372 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158612 members 
Mstep: Class 5 contains 42574 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 54218 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35429 members 
Mstep: Class 11 contains 66705 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 55796 members 
Mstep: Class 15 contains 29815 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21543 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139460 members 
Mstep: Class 27 contains 33374 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 38999 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957952.000000 Penalty: 112253.093750
Iteration 239Q: 34 clusters Score -1.28958e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158543 members 
Mstep: Class 5 contains 42569 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43456 members 
Mstep: Class 8 contains 54232 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35436 members 
Mstep: Class 11 contains 66699 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 55811 members 
Mstep: Class 15 contains 29790 members 
Mstep: Class 16 contains 43564 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21538 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139499 members 
Mstep: Class 27 contains 33373 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39027 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957712.000000 Penalty: 112253.093750
Iteration 240F: 34 clusters Score -1.289577e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158477 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43455 members 
Mstep: Class 8 contains 54241 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35441 members 
Mstep: Class 11 contains 66693 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 55822 members 
Mstep: Class 15 contains 29766 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21535 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23535 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139539 members 
Mstep: Class 27 contains 33372 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39066 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957632.000000 Penalty: 112253.093750
Iteration 241Q: 34 clusters Score -1.289576e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158428 members 
Mstep: Class 5 contains 42563 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43451 members 
Mstep: Class 8 contains 54251 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35442 members 
Mstep: Class 11 contains 66694 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 55836 members 
Mstep: Class 15 contains 29743 members 
Mstep: Class 16 contains 43567 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21534 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23535 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139573 members 
Mstep: Class 27 contains 33370 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39092 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957544.000000 Penalty: 112253.093750
Iteration 242Q: 34 clusters Score -1.289575e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158366 members 
Mstep: Class 5 contains 42562 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43446 members 
Mstep: Class 8 contains 54258 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35446 members 
Mstep: Class 11 contains 66699 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55851 members 
Mstep: Class 15 contains 29719 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 12350 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 21534 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23535 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139634 members 
Mstep: Class 27 contains 33365 members 
Mstep: Class 28 contains 10531 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39112 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957512.000000 Penalty: 112253.093750
Iteration 243Q: 34 clusters Score -1.289575e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158288 members 
Mstep: Class 5 contains 42561 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43447 members 
Mstep: Class 8 contains 54269 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35446 members 
Mstep: Class 11 contains 66697 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55869 members 
Mstep: Class 15 contains 29701 members 
Mstep: Class 16 contains 43555 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21529 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23535 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139697 members 
Mstep: Class 27 contains 33361 members 
Mstep: Class 28 contains 10531 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39134 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957632.000000 Penalty: 112253.093750
Iteration 244Q: 34 clusters Score -1.289576e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158239 members 
Mstep: Class 5 contains 42562 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43444 members 
Mstep: Class 8 contains 54278 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35446 members 
Mstep: Class 11 contains 66686 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55882 members 
Mstep: Class 15 contains 29682 members 
Mstep: Class 16 contains 43555 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21528 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23536 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139745 members 
Mstep: Class 27 contains 33355 members 
Mstep: Class 28 contains 10532 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39160 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 245Q: 34 clusters Score -1.289578e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39367 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158180 members 
Mstep: Class 5 contains 42556 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43436 members 
Mstep: Class 8 contains 54281 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35443 members 
Mstep: Class 11 contains 66681 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55898 members 
Mstep: Class 15 contains 29669 members 
Mstep: Class 16 contains 43559 members 
Mstep: Class 17 contains 12320 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21526 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23536 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139813 members 
Mstep: Class 27 contains 33348 members 
Mstep: Class 28 contains 10531 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39188 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957688.000000 Penalty: 112253.093750
Iteration 246Q: 34 clusters Score -1.289577e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39366 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158111 members 
Mstep: Class 5 contains 42553 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 43429 members 
Mstep: Class 8 contains 54289 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35445 members 
Mstep: Class 11 contains 66682 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55907 members 
Mstep: Class 15 contains 29660 members 
Mstep: Class 16 contains 43556 members 
Mstep: Class 17 contains 12308 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21520 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11584 members 
Mstep: Class 22 contains 10885 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23536 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139876 members 
Mstep: Class 27 contains 33349 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39213 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 247Q: 34 clusters Score -1.289578e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39367 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 158030 members 
Mstep: Class 5 contains 42551 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 43428 members 
Mstep: Class 8 contains 54298 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35450 members 
Mstep: Class 11 contains 66676 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 55919 members 
Mstep: Class 15 contains 29653 members 
Mstep: Class 16 contains 43550 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21510 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23538 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139941 members 
Mstep: Class 27 contains 33346 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39237 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 248Q: 34 clusters Score -1.289578e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39367 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157983 members 
Mstep: Class 5 contains 42551 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 43418 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35457 members 
Mstep: Class 11 contains 66670 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 14 contains 55938 members 
Mstep: Class 15 contains 29643 members 
Mstep: Class 16 contains 43548 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21502 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23542 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 139984 members 
Mstep: Class 27 contains 33335 members 
Mstep: Class 28 contains 10529 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39256 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957768.000000 Penalty: 112253.093750
Iteration 249Q: 34 clusters Score -1.289578e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39366 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157934 members 
Mstep: Class 5 contains 42547 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 43401 members 
Mstep: Class 8 contains 54302 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35473 members 
Mstep: Class 11 contains 66669 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 55947 members 
Mstep: Class 15 contains 29636 members 
Mstep: Class 16 contains 43543 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21493 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23544 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140035 members 
Mstep: Class 27 contains 33330 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39282 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957712.000000 Penalty: 112253.093750
Iteration 250Q: 34 clusters Score -1.289577e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39368 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157881 members 
Mstep: Class 5 contains 42542 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 43388 members 
Mstep: Class 8 contains 54307 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35485 members 
Mstep: Class 11 contains 66668 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 55959 members 
Mstep: Class 15 contains 29620 members 
Mstep: Class 16 contains 43540 members 
Mstep: Class 17 contains 12298 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21486 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 23546 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140086 members 
Mstep: Class 27 contains 33325 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39309 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957704.000000 Penalty: 112253.093750
Iteration 251Q: 34 clusters Score -1.289577e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157834 members 
Mstep: Class 5 contains 42542 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 43370 members 
Mstep: Class 8 contains 54303 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35496 members 
Mstep: Class 11 contains 66664 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 55967 members 
Mstep: Class 15 contains 29604 members 
Mstep: Class 16 contains 43544 members 
Mstep: Class 17 contains 12297 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21482 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 23549 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140131 members 
Mstep: Class 27 contains 33320 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39335 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957680.000000 Penalty: 112253.093750
Iteration 252Q: 34 clusters Score -1.289577e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157811 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 54295 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35502 members 
Mstep: Class 11 contains 66666 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 55970 members 
Mstep: Class 15 contains 29586 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21477 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 23552 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140162 members 
Mstep: Class 27 contains 33324 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39350 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957640.000000 Penalty: 112253.093750
Iteration 253Q: 34 clusters Score -1.289576e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157792 members 
Mstep: Class 5 contains 42533 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 43337 members 
Mstep: Class 8 contains 54291 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35505 members 
Mstep: Class 11 contains 66657 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 55973 members 
Mstep: Class 15 contains 29559 members 
Mstep: Class 16 contains 43570 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21475 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11584 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 23555 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140196 members 
Mstep: Class 27 contains 33321 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39379 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 254Q: 34 clusters Score -1.289578e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157757 members 
Mstep: Class 5 contains 42527 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 43329 members 
Mstep: Class 8 contains 54293 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35512 members 
Mstep: Class 11 contains 66651 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 55977 members 
Mstep: Class 15 contains 29531 members 
Mstep: Class 16 contains 43572 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21478 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 10885 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 23555 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140233 members 
Mstep: Class 27 contains 33317 members 
Mstep: Class 28 contains 10528 members 
Mstep: Class 29 contains 2441 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39407 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957832.000000 Penalty: 112253.093750
Iteration 255Q: 34 clusters Score -1.289578e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157732 members 
Mstep: Class 5 contains 42519 members 
Mstep: Class 6 contains 5137 members 
Mstep: Class 7 contains 43318 members 
Mstep: Class 8 contains 54294 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35518 members 
Mstep: Class 11 contains 66646 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 55972 members 
Mstep: Class 15 contains 29510 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21480 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 10887 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140265 members 
Mstep: Class 27 contains 33311 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2438 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39442 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957840.000000 Penalty: 112253.093750
Iteration 256Q: 34 clusters Score -1.289578e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39369 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157690 members 
Mstep: Class 5 contains 42512 members 
Mstep: Class 6 contains 5133 members 
Mstep: Class 7 contains 43315 members 
Mstep: Class 8 contains 54294 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35520 members 
Mstep: Class 11 contains 66637 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 55977 members 
Mstep: Class 15 contains 29478 members 
Mstep: Class 16 contains 43596 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21476 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11582 members 
Mstep: Class 22 contains 10892 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23560 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140305 members 
Mstep: Class 27 contains 33306 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39482 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957912.000000 Penalty: 112253.093750
Iteration 257Q: 34 clusters Score -1.289579e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39366 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157651 members 
Mstep: Class 5 contains 42505 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 43313 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35523 members 
Mstep: Class 11 contains 66629 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 55986 members 
Mstep: Class 15 contains 29452 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21467 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23565 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140334 members 
Mstep: Class 27 contains 33304 members 
Mstep: Class 28 contains 10528 members 
Mstep: Class 29 contains 2431 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39519 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957832.000000 Penalty: 112253.093750
Iteration 258Q: 34 clusters Score -1.289578e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157641 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 43313 members 
Mstep: Class 8 contains 54303 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35528 members 
Mstep: Class 11 contains 66626 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 55988 members 
Mstep: Class 15 contains 29431 members 
Mstep: Class 16 contains 43594 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21464 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23568 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140346 members 
Mstep: Class 27 contains 33303 members 
Mstep: Class 28 contains 10528 members 
Mstep: Class 29 contains 2430 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39553 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957704.000000 Penalty: 112253.093750
Iteration 259Q: 34 clusters Score -1.289577e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157622 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 43311 members 
Mstep: Class 8 contains 54307 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35536 members 
Mstep: Class 11 contains 66628 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 55979 members 
Mstep: Class 15 contains 29408 members 
Mstep: Class 16 contains 43595 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21457 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23570 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140363 members 
Mstep: Class 27 contains 33303 members 
Mstep: Class 28 contains 10528 members 
Mstep: Class 29 contains 2430 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39585 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957664.000000 Penalty: 112253.093750
Iteration 260F: 34 clusters Score -1.289577e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157593 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 5125 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 54309 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35540 members 
Mstep: Class 11 contains 66619 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 55983 members 
Mstep: Class 15 contains 29375 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21452 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23572 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140373 members 
Mstep: Class 27 contains 33306 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2432 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39625 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957664.000000 Penalty: 112253.093750
Iteration 261Q: 34 clusters Score -1.289577e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157562 members 
Mstep: Class 5 contains 42492 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 43311 members 
Mstep: Class 8 contains 54313 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35544 members 
Mstep: Class 11 contains 66613 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 55987 members 
Mstep: Class 15 contains 29354 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 12268 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21446 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23577 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140385 members 
Mstep: Class 27 contains 33308 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 2433 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39665 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957728.000000 Penalty: 112253.093750
Iteration 262Q: 34 clusters Score -1.289577e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157533 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 43312 members 
Mstep: Class 8 contains 54303 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35549 members 
Mstep: Class 11 contains 66610 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 55989 members 
Mstep: Class 15 contains 29337 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 12267 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21444 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23576 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140410 members 
Mstep: Class 27 contains 33310 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 2432 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39696 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957640.000000 Penalty: 112253.093750
Iteration 263Q: 34 clusters Score -1.289576e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39354 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157514 members 
Mstep: Class 5 contains 42485 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 43309 members 
Mstep: Class 8 contains 54298 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35555 members 
Mstep: Class 11 contains 66606 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 55991 members 
Mstep: Class 15 contains 29314 members 
Mstep: Class 16 contains 43608 members 
Mstep: Class 17 contains 12267 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21443 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23576 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140446 members 
Mstep: Class 27 contains 33302 members 
Mstep: Class 28 contains 10519 members 
Mstep: Class 29 contains 2429 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39728 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957728.000000 Penalty: 112253.093750
Iteration 264Q: 34 clusters Score -1.289577e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39355 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157493 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 43311 members 
Mstep: Class 8 contains 54299 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35561 members 
Mstep: Class 11 contains 66605 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 55992 members 
Mstep: Class 15 contains 29296 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21437 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23576 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140487 members 
Mstep: Class 27 contains 33291 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 2428 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39752 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957856.000000 Penalty: 112253.093750
Iteration 265Q: 34 clusters Score -1.289579e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39353 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157481 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 43308 members 
Mstep: Class 8 contains 54296 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35565 members 
Mstep: Class 11 contains 66595 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 56000 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 43601 members 
Mstep: Class 17 contains 12259 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21433 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10863 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23578 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140516 members 
Mstep: Class 27 contains 33287 members 
Mstep: Class 28 contains 10518 members 
Mstep: Class 29 contains 2427 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39768 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957864.000000 Penalty: 112253.093750
Iteration 266Q: 34 clusters Score -1.289579e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39351 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157475 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 54295 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35565 members 
Mstep: Class 11 contains 66578 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6746 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 43597 members 
Mstep: Class 17 contains 12255 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21426 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23580 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140538 members 
Mstep: Class 27 contains 33283 members 
Mstep: Class 28 contains 10517 members 
Mstep: Class 29 contains 2429 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39787 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 267Q: 34 clusters Score -1.289578e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157471 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 43307 members 
Mstep: Class 8 contains 54292 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35561 members 
Mstep: Class 11 contains 66567 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 56012 members 
Mstep: Class 15 contains 29285 members 
Mstep: Class 16 contains 43597 members 
Mstep: Class 17 contains 12254 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21417 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 11594 members 
Mstep: Class 22 contains 10848 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23585 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140542 members 
Mstep: Class 27 contains 33285 members 
Mstep: Class 28 contains 10516 members 
Mstep: Class 29 contains 2432 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39809 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957920.000000 Penalty: 112253.093750
Iteration 268Q: 34 clusters Score -1.289579e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157475 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 43312 members 
Mstep: Class 8 contains 54296 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35562 members 
Mstep: Class 11 contains 66562 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 56010 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12247 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21404 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23590 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140527 members 
Mstep: Class 27 contains 33285 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2433 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39835 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957936.000000 Penalty: 112253.093750
Iteration 269Q: 34 clusters Score -1.289579e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157481 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 43312 members 
Mstep: Class 8 contains 54299 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35566 members 
Mstep: Class 11 contains 66561 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6756 members 
Mstep: Class 14 contains 56017 members 
Mstep: Class 15 contains 29271 members 
Mstep: Class 16 contains 43594 members 
Mstep: Class 17 contains 12241 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21397 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 10845 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23597 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140517 members 
Mstep: Class 27 contains 33285 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2432 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39861 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958000.000000 Penalty: 112253.093750
Iteration 270Q: 34 clusters Score -1.28958e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157484 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 43307 members 
Mstep: Class 8 contains 54303 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35566 members 
Mstep: Class 11 contains 66557 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 56019 members 
Mstep: Class 15 contains 29274 members 
Mstep: Class 16 contains 43596 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21393 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11595 members 
Mstep: Class 22 contains 10835 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23601 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140521 members 
Mstep: Class 27 contains 33285 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39873 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958064.000000 Penalty: 112253.093750
Iteration 271Q: 34 clusters Score -1.289581e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39347 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157468 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 43307 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66555 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 56028 members 
Mstep: Class 15 contains 29266 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 12228 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21386 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11596 members 
Mstep: Class 22 contains 10829 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23607 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140538 members 
Mstep: Class 27 contains 33282 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2437 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39886 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957888.000000 Penalty: 112253.093750
Iteration 272Q: 34 clusters Score -1.289579e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39347 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157459 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 54301 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35569 members 
Mstep: Class 11 contains 66551 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56046 members 
Mstep: Class 15 contains 29261 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12225 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21378 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 10822 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23610 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140551 members 
Mstep: Class 27 contains 33276 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 2437 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39896 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 273Q: 34 clusters Score -1.289578e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157436 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 54299 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66542 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56055 members 
Mstep: Class 15 contains 29246 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 12228 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21375 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 10819 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23613 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140568 members 
Mstep: Class 27 contains 33273 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2437 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39916 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957792.000000 Penalty: 112253.093750
Iteration 274Q: 34 clusters Score -1.289578e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 157422 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 43301 members 
Mstep: Class 8 contains 54297 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66534 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 56062 members 
Mstep: Class 15 contains 29231 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12232 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21372 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 10807 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23616 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140588 members 
Mstep: Class 27 contains 33276 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 2442 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39936 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957816.000000 Penalty: 112253.093750
Iteration 275Q: 34 clusters Score -1.289578e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157415 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 43299 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66522 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 56062 members 
Mstep: Class 15 contains 29219 members 
Mstep: Class 16 contains 43606 members 
Mstep: Class 17 contains 12230 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21375 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 10797 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23617 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140602 members 
Mstep: Class 27 contains 33277 members 
Mstep: Class 28 contains 10511 members 
Mstep: Class 29 contains 2441 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39963 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957784.000000 Penalty: 112253.093750
Iteration 276Q: 34 clusters Score -1.289578e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157395 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54312 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35578 members 
Mstep: Class 11 contains 66515 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 56065 members 
Mstep: Class 15 contains 29203 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 12224 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 21368 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 10789 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23619 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140626 members 
Mstep: Class 27 contains 33271 members 
Mstep: Class 28 contains 10511 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 39984 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 277Q: 34 clusters Score -1.289578e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157370 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 43295 members 
Mstep: Class 8 contains 54319 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 56067 members 
Mstep: Class 15 contains 29207 members 
Mstep: Class 16 contains 43606 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 21355 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11608 members 
Mstep: Class 22 contains 10767 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23624 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140660 members 
Mstep: Class 27 contains 33263 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40005 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957648.000000 Penalty: 112253.093750
Iteration 278Q: 34 clusters Score -1.289576e+08 nChanged 198
Entering ConstructFrom: 
Score: -128957648.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -93239.625000 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -93239.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91677.460938 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -91677.46 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92147.210938 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -92147.21 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92628.125000 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -92628.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -93097.070312 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -93097.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -93419.429688 Penalty: 3362.277344
	Iteration 4F: 3 clusters Score -93419.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -93524.273438 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -93524.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -93552.460938 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -93552.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -93560.726562 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -93560.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -93563.757812 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -93563.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -93563.757812 Penalty: 3362.277344
	Iteration 9F: 3 clusters Score -93563.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157350 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56072 members 
Mstep: Class 15 contains 29192 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21349 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23629 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140677 members 
Mstep: Class 27 contains 33261 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40032 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 114 members 
Entering Unmasked Estep 
Score: -128956536.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957648.000000 to -128956536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Entering Unmasked Estep 
Score: -5639938.500000 Penalty: 2623.889648
	Iteration 0F: 2 clusters Score -5639938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5613297.500000 Penalty: 5247.779297
	Iteration 0F: 3 clusters Score -5613298 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5623000.000000 Penalty: 5247.779297
	Iteration 1F: 3 clusters Score -5623000 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -5623557.500000 Penalty: 5247.779297
	Iteration 2Q: 3 clusters Score -5623558 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5624249.000000 Penalty: 5247.779297
	Iteration 3Q: 3 clusters Score -5624249 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5625067.500000 Penalty: 5247.779297
	Iteration 4Q: 3 clusters Score -5625068 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5626186.000000 Penalty: 5247.779297
	Iteration 5Q: 3 clusters Score -5626186 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5627500.000000 Penalty: 5247.779297
	Iteration 6F: 3 clusters Score -5627500 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5628900.500000 Penalty: 5247.779297
	Iteration 7F: 3 clusters Score -5628900 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -5630294.000000 Penalty: 5247.779297
	Iteration 8F: 3 clusters Score -5630294 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5631612.000000 Penalty: 5247.779297
	Iteration 9F: 3 clusters Score -5631612 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5632801.500000 Penalty: 5247.779297
	Iteration 10Q: 3 clusters Score -5632802 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -5633850.500000 Penalty: 5247.779297
	Iteration 11Q: 3 clusters Score -5633850 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5634809.000000 Penalty: 5247.779297
	Iteration 12Q: 3 clusters Score -5634809 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5635673.000000 Penalty: 5247.779297
	Iteration 13Q: 3 clusters Score -5635673 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5636298.500000 Penalty: 5247.779297
	Iteration 14Q: 3 clusters Score -5636298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5636727.000000 Penalty: 5247.779297
	Iteration 15Q: 3 clusters Score -5636727 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5637007.500000 Penalty: 5247.779297
	Iteration 16Q: 3 clusters Score -5637008 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -5637151.000000 Penalty: 5247.779297
	Iteration 17Q: 3 clusters Score -5637151 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5637275.500000 Penalty: 5247.779297
	Iteration 18Q: 3 clusters Score -5637276 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5637368.000000 Penalty: 5247.779297
	Iteration 19Q: 3 clusters Score -5637368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5637439.000000 Penalty: 5247.779297
	Iteration 20F: 3 clusters Score -5637439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5637482.500000 Penalty: 5247.779297
	Iteration 21Q: 3 clusters Score -5637482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5637532.500000 Penalty: 5247.779297
	Iteration 22Q: 3 clusters Score -5637532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5637562.500000 Penalty: 5247.779297
	Iteration 23Q: 3 clusters Score -5637562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -5637594.500000 Penalty: 5247.779297
	Iteration 24Q: 3 clusters Score -5637594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -5637609.000000 Penalty: 5247.779297
	Iteration 25Q: 3 clusters Score -5637609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5637644.000000 Penalty: 5247.779297
	Iteration 26Q: 3 clusters Score -5637644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5637647.500000 Penalty: 5247.779297
	Iteration 27Q: 3 clusters Score -5637648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5637667.500000 Penalty: 5247.779297
	Iteration 28Q: 3 clusters Score -5637668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5637683.500000 Penalty: 5247.779297
	Iteration 29Q: 3 clusters Score -5637684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5637699.500000 Penalty: 5247.779297
	Iteration 30Q: 3 clusters Score -5637700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5637700.500000 Penalty: 5247.779297
	Iteration 31Q: 3 clusters Score -5637700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5637713.000000 Penalty: 5247.779297
	Iteration 32Q: 3 clusters Score -5637713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5637728.000000 Penalty: 5247.779297
	Iteration 33Q: 3 clusters Score -5637728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5637739.000000 Penalty: 5247.779297
	Iteration 34Q: 3 clusters Score -5637739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5637731.000000 Penalty: 5247.779297
	Iteration 35Q: 3 clusters Score -5637731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5637732.000000 Penalty: 5247.779297
	Iteration 36Q: 3 clusters Score -5637732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5637744.000000 Penalty: 5247.779297
	Iteration 37Q: 3 clusters Score -5637744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5637757.000000 Penalty: 5247.779297
	Iteration 38Q: 3 clusters Score -5637757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5637752.500000 Penalty: 5247.779297
	Iteration 39Q: 3 clusters Score -5637752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -5637755.000000 Penalty: 5247.779297
	Iteration 40F: 3 clusters Score -5637755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -5637763.000000 Penalty: 5247.779297
	Iteration 41Q: 3 clusters Score -5637763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -5637760.000000 Penalty: 5247.779297
	Iteration 42Q: 3 clusters Score -5637760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5637757.000000 Penalty: 5247.779297
	Iteration 43Q: 3 clusters Score -5637757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5637758.500000 Penalty: 5247.779297
	Iteration 44Q: 3 clusters Score -5637758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5637757.500000 Penalty: 5247.779297
	Iteration 45Q: 3 clusters Score -5637758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5637757.500000 Penalty: 5247.779297
	Iteration 46F: 3 clusters Score -5637758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -357067.906250 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -357067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354122.625000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -354122.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -354666.937500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -354666.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -354814.437500 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -354814.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -354899.781250 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -354899.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -354945.156250 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -354945.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -354967.031250 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -354967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -354985.218750 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -354985.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -354999.750000 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -354999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -355008.062500 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -355008.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -355017.000000 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -355017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -355022.593750 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -355022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -355028.156250 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -355028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -355035.031250 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -355035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -355044.906250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -355044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -355056.781250 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -355056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -355065.937500 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -355065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -355075.437500 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -355075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -355082.000000 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -355082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -355086.906250 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -355086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -355089.625000 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -355089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -355091.593750 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -355091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -355096.406250 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -355096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -355099.812500 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -355099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -355104.687500 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -355104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -355106.218750 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -355106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -355106.906250 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -355106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -355107.500000 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -355107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -355108.156250 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -355108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -355109.406250 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -355109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -355109.312500 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -355109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -355110.250000 Penalty: 3870.908691
	Iteration 30Q: 3 clusters Score -355110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -355110.250000 Penalty: 3870.908691
	Iteration 31F: 3 clusters Score -355110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Entering Unmasked Estep 
Score: -23071962.000000 Penalty: 2967.624512
	Iteration 0F: 2 clusters Score -2.307196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -22970234.000000 Penalty: 5935.249023
	Iteration 0F: 3 clusters Score -2.297023e+07 nChanged 75290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -23013550.000000 Penalty: 5935.249023
	Iteration 1F: 3 clusters Score -2.301355e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -23014480.000000 Penalty: 5935.249023
	Iteration 2Q: 3 clusters Score -2.301448e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -23015620.000000 Penalty: 5935.249023
	Iteration 3Q: 3 clusters Score -2.301562e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -23017640.000000 Penalty: 5935.249023
	Iteration 4Q: 3 clusters Score -2.301764e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -23021008.000000 Penalty: 5935.249023
	Iteration 5Q: 3 clusters Score -2.302101e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -23027190.000000 Penalty: 5935.249023
	Iteration 6F: 3 clusters Score -2.302719e+07 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -23036866.000000 Penalty: 5935.249023
	Iteration 7F: 3 clusters Score -2.303687e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -23048788.000000 Penalty: 5935.249023
	Iteration 8F: 3 clusters Score -2.304879e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -23059362.000000 Penalty: 5935.249023
	Iteration 9F: 3 clusters Score -2.305936e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148480 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -23065196.000000 Penalty: 5935.249023
	Iteration 10Q: 3 clusters Score -2.30652e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152138 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -23067824.000000 Penalty: 5935.249023
	Iteration 11Q: 3 clusters Score -2.306782e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23068826.000000 Penalty: 5935.249023
	Iteration 12Q: 3 clusters Score -2.306883e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23069360.000000 Penalty: 5935.249023
	Iteration 13Q: 3 clusters Score -2.306936e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -23069638.000000 Penalty: 5935.249023
	Iteration 14Q: 3 clusters Score -2.306964e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23069784.000000 Penalty: 5935.249023
	Iteration 15Q: 3 clusters Score -2.306978e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23069822.000000 Penalty: 5935.249023
	Iteration 16Q: 3 clusters Score -2.306982e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23069876.000000 Penalty: 5935.249023
	Iteration 17Q: 3 clusters Score -2.306988e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23069882.000000 Penalty: 5935.249023
	Iteration 18Q: 3 clusters Score -2.306988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155725 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -23069880.000000 Penalty: 5935.249023
	Iteration 19Q: 3 clusters Score -2.306988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23069926.000000 Penalty: 5935.249023
	Iteration 20F: 3 clusters Score -2.306993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155801 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23069948.000000 Penalty: 5935.249023
	Iteration 21Q: 3 clusters Score -2.306995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -23069952.000000 Penalty: 5935.249023
	Iteration 22Q: 3 clusters Score -2.306995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23069938.000000 Penalty: 5935.249023
	Iteration 23Q: 3 clusters Score -2.306994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -23069946.000000 Penalty: 5935.249023
	Iteration 24Q: 3 clusters Score -2.306995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23069954.000000 Penalty: 5935.249023
	Iteration 25Q: 3 clusters Score -2.306995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23069948.000000 Penalty: 5935.249023
	Iteration 26Q: 3 clusters Score -2.306995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23069960.000000 Penalty: 5935.249023
	Iteration 27Q: 3 clusters Score -2.306996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -23069932.000000 Penalty: 5935.249023
	Iteration 28Q: 3 clusters Score -2.306993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23069940.000000 Penalty: 5935.249023
	Iteration 29Q: 3 clusters Score -2.306994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155884 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -23069936.000000 Penalty: 5935.249023
	Iteration 30Q: 3 clusters Score -2.306994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23069926.000000 Penalty: 5935.249023
	Iteration 31Q: 3 clusters Score -2.306993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -23069928.000000 Penalty: 5935.249023
	Iteration 32Q: 3 clusters Score -2.306993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -23069920.000000 Penalty: 5935.249023
	Iteration 33Q: 3 clusters Score -2.306992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155893 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23069938.000000 Penalty: 5935.249023
	Iteration 34Q: 3 clusters Score -2.306994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155893 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23069934.000000 Penalty: 5935.249023
	Iteration 35Q: 3 clusters Score -2.306993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155893 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23069934.000000 Penalty: 5935.249023
	Iteration 36F: 3 clusters Score -2.306993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Entering Unmasked Estep 
Score: -5989757.000000 Penalty: 2642.708496
	Iteration 0F: 2 clusters Score -5989757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5960931.000000 Penalty: 5285.416992
	Iteration 0F: 3 clusters Score -5960931 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5972026.000000 Penalty: 5285.416992
	Iteration 1F: 3 clusters Score -5972026 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5972826.500000 Penalty: 5285.416992
	Iteration 2Q: 3 clusters Score -5972826 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5973810.500000 Penalty: 5285.416992
	Iteration 3Q: 3 clusters Score -5973810 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5975107.000000 Penalty: 5285.416992
	Iteration 4F: 3 clusters Score -5975107 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5976757.500000 Penalty: 5285.416992
	Iteration 5F: 3 clusters Score -5976758 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5978811.500000 Penalty: 5285.416992
	Iteration 6F: 3 clusters Score -5978812 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -5981026.500000 Penalty: 5285.416992
	Iteration 7F: 3 clusters Score -5981026 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -5982833.000000 Penalty: 5285.416992
	Iteration 8F: 3 clusters Score -5982833 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -5984163.000000 Penalty: 5285.416992
	Iteration 9Q: 3 clusters Score -5984163 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5985437.500000 Penalty: 5285.416992
	Iteration 10Q: 3 clusters Score -5985438 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5986393.000000 Penalty: 5285.416992
	Iteration 11Q: 3 clusters Score -5986393 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -5987271.000000 Penalty: 5285.416992
	Iteration 12Q: 3 clusters Score -5987271 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5988158.000000 Penalty: 5285.416992
	Iteration 13Q: 3 clusters Score -5988158 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5988594.500000 Penalty: 5285.416992
	Iteration 14Q: 3 clusters Score -5988594 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5988820.000000 Penalty: 5285.416992
	Iteration 15Q: 3 clusters Score -5988820 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5988915.000000 Penalty: 5285.416992
	Iteration 16Q: 3 clusters Score -5988915 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -5988971.500000 Penalty: 5285.416992
	Iteration 17Q: 3 clusters Score -5988972 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5989021.500000 Penalty: 5285.416992
	Iteration 18Q: 3 clusters Score -5989022 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5989055.500000 Penalty: 5285.416992
	Iteration 19Q: 3 clusters Score -5989056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5989114.500000 Penalty: 5285.416992
	Iteration 20F: 3 clusters Score -5989114 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5989148.500000 Penalty: 5285.416992
	Iteration 21Q: 3 clusters Score -5989148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5989156.000000 Penalty: 5285.416992
	Iteration 22Q: 3 clusters Score -5989156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5989179.500000 Penalty: 5285.416992
	Iteration 23Q: 3 clusters Score -5989180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5989210.500000 Penalty: 5285.416992
	Iteration 24Q: 3 clusters Score -5989210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -5989243.500000 Penalty: 5285.416992
	Iteration 25Q: 3 clusters Score -5989244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -5989261.000000 Penalty: 5285.416992
	Iteration 26Q: 3 clusters Score -5989261 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5989280.500000 Penalty: 5285.416992
	Iteration 27Q: 3 clusters Score -5989280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5989290.500000 Penalty: 5285.416992
	Iteration 28Q: 3 clusters Score -5989290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5989316.000000 Penalty: 5285.416992
	Iteration 29Q: 3 clusters Score -5989316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5989325.000000 Penalty: 5285.416992
	Iteration 30Q: 3 clusters Score -5989325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5989335.500000 Penalty: 5285.416992
	Iteration 31Q: 3 clusters Score -5989336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5989354.000000 Penalty: 5285.416992
	Iteration 32Q: 3 clusters Score -5989354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5989349.500000 Penalty: 5285.416992
	Iteration 33Q: 3 clusters Score -5989350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5989366.500000 Penalty: 5285.416992
	Iteration 34Q: 3 clusters Score -5989366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5989391.500000 Penalty: 5285.416992
	Iteration 35Q: 3 clusters Score -5989392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5989392.000000 Penalty: 5285.416992
	Iteration 36Q: 3 clusters Score -5989392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5989396.500000 Penalty: 5285.416992
	Iteration 37Q: 3 clusters Score -5989396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5989393.000000 Penalty: 5285.416992
	Iteration 38Q: 3 clusters Score -5989393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5989394.500000 Penalty: 5285.416992
	Iteration 39Q: 3 clusters Score -5989394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5989399.000000 Penalty: 5285.416992
	Iteration 40F: 3 clusters Score -5989399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5989409.500000 Penalty: 5285.416992
	Iteration 41Q: 3 clusters Score -5989410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5989385.500000 Penalty: 5285.416992
	Iteration 42Q: 3 clusters Score -5989386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5989391.000000 Penalty: 5285.416992
	Iteration 43Q: 3 clusters Score -5989391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5989398.000000 Penalty: 5285.416992
	Iteration 44Q: 3 clusters Score -5989398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5989405.000000 Penalty: 5285.416992
	Iteration 45Q: 3 clusters Score -5989405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5989387.500000 Penalty: 5285.416992
	Iteration 46Q: 3 clusters Score -5989388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5989413.000000 Penalty: 5285.416992
	Iteration 47Q: 3 clusters Score -5989413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5989414.000000 Penalty: 5285.416992
	Iteration 48Q: 3 clusters Score -5989414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5989425.500000 Penalty: 5285.416992
	Iteration 49Q: 3 clusters Score -5989426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5989426.000000 Penalty: 5285.416992
	Iteration 50Q: 3 clusters Score -5989426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5989436.000000 Penalty: 5285.416992
	Iteration 51Q: 3 clusters Score -5989436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5989446.000000 Penalty: 5285.416992
	Iteration 52Q: 3 clusters Score -5989446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5989448.500000 Penalty: 5285.416992
	Iteration 53Q: 3 clusters Score -5989448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5989438.000000 Penalty: 5285.416992
	Iteration 54Q: 3 clusters Score -5989438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5989432.500000 Penalty: 5285.416992
	Iteration 55Q: 3 clusters Score -5989432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5989437.000000 Penalty: 5285.416992
	Iteration 56Q: 3 clusters Score -5989437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5989441.500000 Penalty: 5285.416992
	Iteration 57Q: 3 clusters Score -5989442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5989439.000000 Penalty: 5285.416992
	Iteration 58Q: 3 clusters Score -5989439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5989450.000000 Penalty: 5285.416992
	Iteration 59Q: 3 clusters Score -5989450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5989454.500000 Penalty: 5285.416992
	Iteration 60F: 3 clusters Score -5989454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5989438.000000 Penalty: 5285.416992
	Iteration 61Q: 3 clusters Score -5989438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5989455.000000 Penalty: 5285.416992
	Iteration 62Q: 3 clusters Score -5989455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5989458.000000 Penalty: 5285.416992
	Iteration 63Q: 3 clusters Score -5989458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5989446.500000 Penalty: 5285.416992
	Iteration 64Q: 3 clusters Score -5989446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5989455.000000 Penalty: 5285.416992
	Iteration 65Q: 3 clusters Score -5989455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5989460.500000 Penalty: 5285.416992
	Iteration 66Q: 3 clusters Score -5989460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5989462.500000 Penalty: 5285.416992
	Iteration 67Q: 3 clusters Score -5989462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5989446.500000 Penalty: 5285.416992
	Iteration 68Q: 3 clusters Score -5989446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5989450.000000 Penalty: 5285.416992
	Iteration 69Q: 3 clusters Score -5989450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5989462.500000 Penalty: 5285.416992
	Iteration 70Q: 3 clusters Score -5989462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5989457.000000 Penalty: 5285.416992
	Iteration 71Q: 3 clusters Score -5989457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5989464.500000 Penalty: 5285.416992
	Iteration 72Q: 3 clusters Score -5989464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5989465.000000 Penalty: 5285.416992
	Iteration 73Q: 3 clusters Score -5989465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5989463.500000 Penalty: 5285.416992
	Iteration 74Q: 3 clusters Score -5989464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5989456.500000 Penalty: 5285.416992
	Iteration 75Q: 3 clusters Score -5989456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5989465.000000 Penalty: 5285.416992
	Iteration 76Q: 3 clusters Score -5989465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5989467.500000 Penalty: 5285.416992
	Iteration 77Q: 3 clusters Score -5989468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5989463.500000 Penalty: 5285.416992
	Iteration 78Q: 3 clusters Score -5989464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5989459.500000 Penalty: 5285.416992
	Iteration 79Q: 3 clusters Score -5989460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5989460.000000 Penalty: 5285.416992
	Iteration 80F: 3 clusters Score -5989460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5989461.000000 Penalty: 5285.416992
	Iteration 81Q: 3 clusters Score -5989461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5989463.000000 Penalty: 5285.416992
	Iteration 82Q: 3 clusters Score -5989463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5989460.500000 Penalty: 5285.416992
	Iteration 83Q: 3 clusters Score -5989460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5989459.500000 Penalty: 5285.416992
	Iteration 84Q: 3 clusters Score -5989460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5989466.000000 Penalty: 5285.416992
	Iteration 85Q: 3 clusters Score -5989466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5989466.000000 Penalty: 5285.416992
	Iteration 86Q: 3 clusters Score -5989466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -5989464.000000 Penalty: 5285.416992
	Iteration 87Q: 3 clusters Score -5989464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5989469.000000 Penalty: 5285.416992
	Iteration 88Q: 3 clusters Score -5989469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5989466.500000 Penalty: 5285.416992
	Iteration 89Q: 3 clusters Score -5989466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5989465.000000 Penalty: 5285.416992
	Iteration 90Q: 3 clusters Score -5989465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5989467.000000 Penalty: 5285.416992
	Iteration 91Q: 3 clusters Score -5989467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -5989469.500000 Penalty: 5285.416992
	Iteration 92Q: 3 clusters Score -5989470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5989459.000000 Penalty: 5285.416992
	Iteration 93Q: 3 clusters Score -5989459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5989464.500000 Penalty: 5285.416992
	Iteration 94Q: 3 clusters Score -5989464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5989468.000000 Penalty: 5285.416992
	Iteration 95Q: 3 clusters Score -5989468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5989474.000000 Penalty: 5285.416992
	Iteration 96Q: 3 clusters Score -5989474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5989476.000000 Penalty: 5285.416992
	Iteration 97Q: 3 clusters Score -5989476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5989471.000000 Penalty: 5285.416992
	Iteration 98Q: 3 clusters Score -5989471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5989475.500000 Penalty: 5285.416992
	Iteration 99Q: 3 clusters Score -5989476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5989474.500000 Penalty: 5285.416992
	Iteration 100F: 3 clusters Score -5989474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -676763.312500 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -676763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -672203.250000 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -672203.2 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -673478.125000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -673478.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -673794.312500 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -673794.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -674027.937500 Penalty: 4233.668945
	Iteration 3F: 3 clusters Score -674027.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -674214.500000 Penalty: 4233.668945
	Iteration 4Q: 3 clusters Score -674214.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -674377.062500 Penalty: 4233.668945
	Iteration 5Q: 3 clusters Score -674377.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -674489.812500 Penalty: 4233.668945
	Iteration 6Q: 3 clusters Score -674489.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -674576.750000 Penalty: 4233.668945
	Iteration 7Q: 3 clusters Score -674576.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -674640.625000 Penalty: 4233.668945
	Iteration 8Q: 3 clusters Score -674640.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -674688.562500 Penalty: 4233.668945
	Iteration 9Q: 3 clusters Score -674688.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -674728.187500 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -674728.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -674753.687500 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -674753.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -674772.000000 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -674772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -674783.562500 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -674783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -674797.125000 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -674797.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -674809.562500 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -674809.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -674819.875000 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -674819.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -674833.687500 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -674833.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -674839.312500 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -674839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -674846.812500 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -674846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -674855.000000 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -674855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -674857.250000 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -674857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -674862.812500 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -674862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -674865.250000 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -674865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -674869.187500 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -674869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -674871.125000 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -674871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -674874.625000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -674874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -674879.562500 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -674879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -674883.000000 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -674883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -674885.375000 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -674885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -674886.625000 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -674886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -674890.500000 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -674890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -674891.062500 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -674891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -674893.375000 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -674893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -674896.937500 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -674896.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -674901.125000 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -674901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -674903.812500 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -674903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -674905.250000 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -674905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674907.437500 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -674907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -674910.000000 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -674910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -674912.187500 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -674912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -674911.875000 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -674911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -674911.875000 Penalty: 4233.668945
	Iteration 42Q: 3 clusters Score -674911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -674914.687500 Penalty: 4233.668945
	Iteration 43Q: 3 clusters Score -674914.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -674917.812500 Penalty: 4233.668945
	Iteration 44Q: 3 clusters Score -674917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -674921.437500 Penalty: 4233.668945
	Iteration 45Q: 3 clusters Score -674921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -674922.437500 Penalty: 4233.668945
	Iteration 46Q: 3 clusters Score -674922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -674922.187500 Penalty: 4233.668945
	Iteration 47Q: 3 clusters Score -674922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -674923.312500 Penalty: 4233.668945
	Iteration 48Q: 3 clusters Score -674923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -674923.812500 Penalty: 4233.668945
	Iteration 49Q: 3 clusters Score -674923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -674925.000000 Penalty: 4233.668945
	Iteration 50Q: 3 clusters Score -674925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -674926.875000 Penalty: 4233.668945
	Iteration 51Q: 3 clusters Score -674926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -674929.062500 Penalty: 4233.668945
	Iteration 52Q: 3 clusters Score -674929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -674929.875000 Penalty: 4233.668945
	Iteration 53Q: 3 clusters Score -674929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -674931.812500 Penalty: 4233.668945
	Iteration 54Q: 3 clusters Score -674931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -674933.062500 Penalty: 4233.668945
	Iteration 55Q: 3 clusters Score -674933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -674933.000000 Penalty: 4233.668945
	Iteration 56Q: 3 clusters Score -674933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -674933.875000 Penalty: 4233.668945
	Iteration 57Q: 3 clusters Score -674933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -674934.500000 Penalty: 4233.668945
	Iteration 58Q: 3 clusters Score -674934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -674935.187500 Penalty: 4233.668945
	Iteration 59Q: 3 clusters Score -674935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -674935.062500 Penalty: 4233.668945
	Iteration 60F: 3 clusters Score -674935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -674936.000000 Penalty: 4233.668945
	Iteration 61Q: 3 clusters Score -674936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -674937.812500 Penalty: 4233.668945
	Iteration 62Q: 3 clusters Score -674937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -674938.625000 Penalty: 4233.668945
	Iteration 63Q: 3 clusters Score -674938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674938.875000 Penalty: 4233.668945
	Iteration 64Q: 3 clusters Score -674938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674938.625000 Penalty: 4233.668945
	Iteration 65Q: 3 clusters Score -674938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -674938.812500 Penalty: 4233.668945
	Iteration 66Q: 3 clusters Score -674938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -674941.062500 Penalty: 4233.668945
	Iteration 67Q: 3 clusters Score -674941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -674941.687500 Penalty: 4233.668945
	Iteration 68Q: 3 clusters Score -674941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -674941.687500 Penalty: 4233.668945
	Iteration 69F: 3 clusters Score -674941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Entering Unmasked Estep 
Score: -6225816.500000 Penalty: 2647.602295
	Iteration 0F: 2 clusters Score -6225816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -6196560.000000 Penalty: 5295.204590
	Iteration 0F: 3 clusters Score -6196560 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6207311.500000 Penalty: 5295.204590
	Iteration 1F: 3 clusters Score -6207312 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6207764.500000 Penalty: 5295.204590
	Iteration 2Q: 3 clusters Score -6207764 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6208145.500000 Penalty: 5295.204590
	Iteration 3Q: 3 clusters Score -6208146 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -6208526.500000 Penalty: 5295.204590
	Iteration 4Q: 3 clusters Score -6208526 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -6208964.500000 Penalty: 5295.204590
	Iteration 5Q: 3 clusters Score -6208964 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -6209485.500000 Penalty: 5295.204590
	Iteration 6Q: 3 clusters Score -6209486 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6210152.000000 Penalty: 5295.204590
	Iteration 7Q: 3 clusters Score -6210152 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6211160.500000 Penalty: 5295.204590
	Iteration 8Q: 3 clusters Score -6211160 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -6212596.000000 Penalty: 5295.204590
	Iteration 9F: 3 clusters Score -6212596 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -6214537.000000 Penalty: 5295.204590
	Iteration 10F: 3 clusters Score -6214537 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6216942.500000 Penalty: 5295.204590
	Iteration 11F: 3 clusters Score -6216942 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -6219506.000000 Penalty: 5295.204590
	Iteration 12F: 3 clusters Score -6219506 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6221392.500000 Penalty: 5295.204590
	Iteration 13Q: 3 clusters Score -6221392 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6222521.000000 Penalty: 5295.204590
	Iteration 14Q: 3 clusters Score -6222521 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6222970.500000 Penalty: 5295.204590
	Iteration 15Q: 3 clusters Score -6222970 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6223188.500000 Penalty: 5295.204590
	Iteration 16Q: 3 clusters Score -6223188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6223289.000000 Penalty: 5295.204590
	Iteration 17Q: 3 clusters Score -6223289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6223361.000000 Penalty: 5295.204590
	Iteration 18Q: 3 clusters Score -6223361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6223409.500000 Penalty: 5295.204590
	Iteration 19Q: 3 clusters Score -6223410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6223433.000000 Penalty: 5295.204590
	Iteration 20F: 3 clusters Score -6223433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6223451.000000 Penalty: 5295.204590
	Iteration 21Q: 3 clusters Score -6223451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6223471.000000 Penalty: 5295.204590
	Iteration 22Q: 3 clusters Score -6223471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6223489.000000 Penalty: 5295.204590
	Iteration 23Q: 3 clusters Score -6223489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6223486.500000 Penalty: 5295.204590
	Iteration 24Q: 3 clusters Score -6223486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6223503.500000 Penalty: 5295.204590
	Iteration 25Q: 3 clusters Score -6223504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6223495.500000 Penalty: 5295.204590
	Iteration 26Q: 3 clusters Score -6223496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6223502.000000 Penalty: 5295.204590
	Iteration 27Q: 3 clusters Score -6223502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6223512.000000 Penalty: 5295.204590
	Iteration 28Q: 3 clusters Score -6223512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6223511.000000 Penalty: 5295.204590
	Iteration 29Q: 3 clusters Score -6223511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6223519.500000 Penalty: 5295.204590
	Iteration 30Q: 3 clusters Score -6223520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6223526.500000 Penalty: 5295.204590
	Iteration 31Q: 3 clusters Score -6223526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6223526.500000 Penalty: 5295.204590
	Iteration 32F: 3 clusters Score -6223526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Entering Unmasked Estep 
Score: -8030933.500000 Penalty: 2703.870361
	Iteration 0F: 2 clusters Score -8030934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7994409.500000 Penalty: 5407.740723
	Iteration 0F: 3 clusters Score -7994410 nChanged 25042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8008395.500000 Penalty: 5407.740723
	Iteration 1F: 3 clusters Score -8008396 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -8008945.000000 Penalty: 5407.740723
	Iteration 2Q: 3 clusters Score -8008945 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8009482.000000 Penalty: 5407.740723
	Iteration 3Q: 3 clusters Score -8009482 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -8010068.000000 Penalty: 5407.740723
	Iteration 4Q: 3 clusters Score -8010068 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -8010774.000000 Penalty: 5407.740723
	Iteration 5Q: 3 clusters Score -8010774 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -8011757.000000 Penalty: 5407.740723
	Iteration 6Q: 3 clusters Score -8011757 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8013250.000000 Penalty: 5407.740723
	Iteration 7F: 3 clusters Score -8013250 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -8015316.000000 Penalty: 5407.740723
	Iteration 8F: 3 clusters Score -8015316 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -8018059.500000 Penalty: 5407.740723
	Iteration 9F: 3 clusters Score -8018060 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -8021091.000000 Penalty: 5407.740723
	Iteration 10F: 3 clusters Score -8021091 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8023821.000000 Penalty: 5407.740723
	Iteration 11F: 3 clusters Score -8023821 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8025729.000000 Penalty: 5407.740723
	Iteration 12Q: 3 clusters Score -8025729 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8026972.500000 Penalty: 5407.740723
	Iteration 13Q: 3 clusters Score -8026972 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8027612.000000 Penalty: 5407.740723
	Iteration 14Q: 3 clusters Score -8027612 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8028024.000000 Penalty: 5407.740723
	Iteration 15Q: 3 clusters Score -8028024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8028203.500000 Penalty: 5407.740723
	Iteration 16Q: 3 clusters Score -8028204 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8028319.500000 Penalty: 5407.740723
	Iteration 17Q: 3 clusters Score -8028320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8028387.500000 Penalty: 5407.740723
	Iteration 18Q: 3 clusters Score -8028388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8028444.000000 Penalty: 5407.740723
	Iteration 19Q: 3 clusters Score -8028444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8028480.000000 Penalty: 5407.740723
	Iteration 20F: 3 clusters Score -8028480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8028514.000000 Penalty: 5407.740723
	Iteration 21Q: 3 clusters Score -8028514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8028540.500000 Penalty: 5407.740723
	Iteration 22Q: 3 clusters Score -8028540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8028567.500000 Penalty: 5407.740723
	Iteration 23Q: 3 clusters Score -8028568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8028577.500000 Penalty: 5407.740723
	Iteration 24Q: 3 clusters Score -8028578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8028588.000000 Penalty: 5407.740723
	Iteration 25Q: 3 clusters Score -8028588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8028606.500000 Penalty: 5407.740723
	Iteration 26Q: 3 clusters Score -8028606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8028626.000000 Penalty: 5407.740723
	Iteration 27Q: 3 clusters Score -8028626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8028630.500000 Penalty: 5407.740723
	Iteration 28Q: 3 clusters Score -8028630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8028636.500000 Penalty: 5407.740723
	Iteration 29Q: 3 clusters Score -8028636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8028641.000000 Penalty: 5407.740723
	Iteration 30Q: 3 clusters Score -8028641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8028640.500000 Penalty: 5407.740723
	Iteration 31Q: 3 clusters Score -8028640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8028639.000000 Penalty: 5407.740723
	Iteration 32Q: 3 clusters Score -8028639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8028642.500000 Penalty: 5407.740723
	Iteration 33Q: 3 clusters Score -8028642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8028644.000000 Penalty: 5407.740723
	Iteration 34Q: 3 clusters Score -8028644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8028644.500000 Penalty: 5407.740723
	Iteration 35Q: 3 clusters Score -8028644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8028644.500000 Penalty: 5407.740723
	Iteration 36F: 3 clusters Score -8028644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31422.201172 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31422.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31623.728516 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31623.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31712.722656 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -31712.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31752.507812 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31752.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31765.841797 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31765.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31775.208984 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31775.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31778.535156 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31778.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31778.535156 Penalty: 2807.103027
	Iteration 7F: 3 clusters Score -31778.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Entering Unmasked Estep 
Score: -5278710.500000 Penalty: 2598.890869
	Iteration 0F: 2 clusters Score -5278710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5254509.500000 Penalty: 5197.781738
	Iteration 0F: 3 clusters Score -5254510 nChanged 16076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5263268.000000 Penalty: 5197.781738
	Iteration 1F: 3 clusters Score -5263268 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5263799.000000 Penalty: 5197.781738
	Iteration 2Q: 3 clusters Score -5263799 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5264281.500000 Penalty: 5197.781738
	Iteration 3Q: 3 clusters Score -5264282 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5264789.000000 Penalty: 5197.781738
	Iteration 4Q: 3 clusters Score -5264789 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5265389.000000 Penalty: 5197.781738
	Iteration 5Q: 3 clusters Score -5265389 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5266093.500000 Penalty: 5197.781738
	Iteration 6Q: 3 clusters Score -5266094 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5267146.500000 Penalty: 5197.781738
	Iteration 7F: 3 clusters Score -5267146 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -5268604.000000 Penalty: 5197.781738
	Iteration 8F: 3 clusters Score -5268604 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5270352.000000 Penalty: 5197.781738
	Iteration 9F: 3 clusters Score -5270352 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5272144.500000 Penalty: 5197.781738
	Iteration 10F: 3 clusters Score -5272144 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5273661.000000 Penalty: 5197.781738
	Iteration 11Q: 3 clusters Score -5273661 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -5274693.000000 Penalty: 5197.781738
	Iteration 12Q: 3 clusters Score -5274693 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -5275336.500000 Penalty: 5197.781738
	Iteration 13Q: 3 clusters Score -5275336 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5275729.000000 Penalty: 5197.781738
	Iteration 14Q: 3 clusters Score -5275729 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5275966.500000 Penalty: 5197.781738
	Iteration 15Q: 3 clusters Score -5275966 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5276120.500000 Penalty: 5197.781738
	Iteration 16Q: 3 clusters Score -5276120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -5276213.500000 Penalty: 5197.781738
	Iteration 17Q: 3 clusters Score -5276214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5276271.000000 Penalty: 5197.781738
	Iteration 18Q: 3 clusters Score -5276271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5276331.000000 Penalty: 5197.781738
	Iteration 19Q: 3 clusters Score -5276331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5276361.500000 Penalty: 5197.781738
	Iteration 20F: 3 clusters Score -5276362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5276398.500000 Penalty: 5197.781738
	Iteration 21Q: 3 clusters Score -5276398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5276424.500000 Penalty: 5197.781738
	Iteration 22Q: 3 clusters Score -5276424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5276441.500000 Penalty: 5197.781738
	Iteration 23Q: 3 clusters Score -5276442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5276465.000000 Penalty: 5197.781738
	Iteration 24Q: 3 clusters Score -5276465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5276488.000000 Penalty: 5197.781738
	Iteration 25Q: 3 clusters Score -5276488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5276494.000000 Penalty: 5197.781738
	Iteration 26Q: 3 clusters Score -5276494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -5276497.000000 Penalty: 5197.781738
	Iteration 27Q: 3 clusters Score -5276497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5276502.000000 Penalty: 5197.781738
	Iteration 28Q: 3 clusters Score -5276502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5276505.000000 Penalty: 5197.781738
	Iteration 29Q: 3 clusters Score -5276505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5276508.000000 Penalty: 5197.781738
	Iteration 30Q: 3 clusters Score -5276508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5276512.500000 Penalty: 5197.781738
	Iteration 31Q: 3 clusters Score -5276512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5276512.500000 Penalty: 5197.781738
	Iteration 32F: 3 clusters Score -5276512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Entering Unmasked Estep 
Score: -9841770.000000 Penalty: 2754.066650
	Iteration 0F: 2 clusters Score -9841770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -9797252.000000 Penalty: 5508.133301
	Iteration 0F: 3 clusters Score -9797252 nChanged 31165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -9814608.000000 Penalty: 5508.133301
	Iteration 1F: 3 clusters Score -9814608 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -9815343.000000 Penalty: 5508.133301
	Iteration 2Q: 3 clusters Score -9815343 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -9816000.000000 Penalty: 5508.133301
	Iteration 3Q: 3 clusters Score -9816000 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -9816943.000000 Penalty: 5508.133301
	Iteration 4Q: 3 clusters Score -9816943 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -9818023.000000 Penalty: 5508.133301
	Iteration 5Q: 3 clusters Score -9818023 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9819469.000000 Penalty: 5508.133301
	Iteration 6Q: 3 clusters Score -9819469 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -9821630.000000 Penalty: 5508.133301
	Iteration 7F: 3 clusters Score -9821630 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -9824543.000000 Penalty: 5508.133301
	Iteration 8F: 3 clusters Score -9824543 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -9828411.000000 Penalty: 5508.133301
	Iteration 9F: 3 clusters Score -9828411 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -9832291.000000 Penalty: 5508.133301
	Iteration 10F: 3 clusters Score -9832291 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -9835439.000000 Penalty: 5508.133301
	Iteration 11F: 3 clusters Score -9835439 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9837377.000000 Penalty: 5508.133301
	Iteration 12Q: 3 clusters Score -9837377 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9838427.000000 Penalty: 5508.133301
	Iteration 13Q: 3 clusters Score -9838427 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9838871.000000 Penalty: 5508.133301
	Iteration 14Q: 3 clusters Score -9838871 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9839112.000000 Penalty: 5508.133301
	Iteration 15Q: 3 clusters Score -9839112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9839238.000000 Penalty: 5508.133301
	Iteration 16Q: 3 clusters Score -9839238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9839308.000000 Penalty: 5508.133301
	Iteration 17Q: 3 clusters Score -9839308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9839345.000000 Penalty: 5508.133301
	Iteration 18Q: 3 clusters Score -9839345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9839385.000000 Penalty: 5508.133301
	Iteration 19Q: 3 clusters Score -9839385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9839414.000000 Penalty: 5508.133301
	Iteration 20F: 3 clusters Score -9839414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9839417.000000 Penalty: 5508.133301
	Iteration 21Q: 3 clusters Score -9839417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9839433.000000 Penalty: 5508.133301
	Iteration 22Q: 3 clusters Score -9839433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9839438.000000 Penalty: 5508.133301
	Iteration 23Q: 3 clusters Score -9839438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9839443.000000 Penalty: 5508.133301
	Iteration 24Q: 3 clusters Score -9839443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9839451.000000 Penalty: 5508.133301
	Iteration 25Q: 3 clusters Score -9839451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9839462.000000 Penalty: 5508.133301
	Iteration 26Q: 3 clusters Score -9839462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9839474.000000 Penalty: 5508.133301
	Iteration 27Q: 3 clusters Score -9839474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9839478.000000 Penalty: 5508.133301
	Iteration 28Q: 3 clusters Score -9839478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9839478.000000 Penalty: 5508.133301
	Iteration 29Q: 3 clusters Score -9839478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9839481.000000 Penalty: 5508.133301
	Iteration 30Q: 3 clusters Score -9839481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9839481.000000 Penalty: 5508.133301
	Iteration 31F: 3 clusters Score -9839481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60653.035156 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60653.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60829.421875 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60829.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60875.171875 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60875.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60914.351562 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60914.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60921.863281 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60921.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60925.250000 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -60925.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60929.441406 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -60929.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60929.441406 Penalty: 3024.645020
	Iteration 7F: 3 clusters Score -60929.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -917453.750000 Penalty: 2187.130371
	Iteration 0F: 2 clusters Score -917453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -911833.375000 Penalty: 4374.260742
	Iteration 0F: 3 clusters Score -911833.4 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -913317.437500 Penalty: 4374.260742
	Iteration 1F: 3 clusters Score -913317.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -913597.375000 Penalty: 4374.260742
	Iteration 2F: 3 clusters Score -913597.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -913799.937500 Penalty: 4374.260742
	Iteration 3F: 3 clusters Score -913799.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -913969.000000 Penalty: 4374.260742
	Iteration 4Q: 3 clusters Score -913969 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -914138.500000 Penalty: 4374.260742
	Iteration 5Q: 3 clusters Score -914138.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -914279.250000 Penalty: 4374.260742
	Iteration 6Q: 3 clusters Score -914279.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -914432.500000 Penalty: 4374.260742
	Iteration 7Q: 3 clusters Score -914432.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -914588.375000 Penalty: 4374.260742
	Iteration 8Q: 3 clusters Score -914588.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -914737.000000 Penalty: 4374.260742
	Iteration 9Q: 3 clusters Score -914737 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -914881.562500 Penalty: 4374.260742
	Iteration 10Q: 3 clusters Score -914881.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -915021.187500 Penalty: 4374.260742
	Iteration 11Q: 3 clusters Score -915021.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -915157.687500 Penalty: 4374.260742
	Iteration 12Q: 3 clusters Score -915157.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -915298.625000 Penalty: 4374.260742
	Iteration 13Q: 3 clusters Score -915298.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -915425.750000 Penalty: 4374.260742
	Iteration 14Q: 3 clusters Score -915425.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -915528.562500 Penalty: 4374.260742
	Iteration 15Q: 3 clusters Score -915528.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -915595.562500 Penalty: 4374.260742
	Iteration 16Q: 3 clusters Score -915595.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -915654.312500 Penalty: 4374.260742
	Iteration 17Q: 3 clusters Score -915654.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -915705.687500 Penalty: 4374.260742
	Iteration 18Q: 3 clusters Score -915705.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -915772.125000 Penalty: 4374.260742
	Iteration 19Q: 3 clusters Score -915772.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -915843.937500 Penalty: 4374.260742
	Iteration 20F: 3 clusters Score -915843.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -915892.062500 Penalty: 4374.260742
	Iteration 21Q: 3 clusters Score -915892.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -915925.062500 Penalty: 4374.260742
	Iteration 22Q: 3 clusters Score -915925.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -915950.000000 Penalty: 4374.260742
	Iteration 23Q: 3 clusters Score -915950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -915971.125000 Penalty: 4374.260742
	Iteration 24Q: 3 clusters Score -915971.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -915983.812500 Penalty: 4374.260742
	Iteration 25Q: 3 clusters Score -915983.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -915994.562500 Penalty: 4374.260742
	Iteration 26Q: 3 clusters Score -915994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -916000.375000 Penalty: 4374.260742
	Iteration 27Q: 3 clusters Score -916000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -916006.375000 Penalty: 4374.260742
	Iteration 28Q: 3 clusters Score -916006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -916019.437500 Penalty: 4374.260742
	Iteration 29Q: 3 clusters Score -916019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -916031.937500 Penalty: 4374.260742
	Iteration 30Q: 3 clusters Score -916031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -916032.687500 Penalty: 4374.260742
	Iteration 31Q: 3 clusters Score -916032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -916038.625000 Penalty: 4374.260742
	Iteration 32Q: 3 clusters Score -916038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -916044.312500 Penalty: 4374.260742
	Iteration 33Q: 3 clusters Score -916044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -916047.187500 Penalty: 4374.260742
	Iteration 34Q: 3 clusters Score -916047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -916053.750000 Penalty: 4374.260742
	Iteration 35Q: 3 clusters Score -916053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -916055.125000 Penalty: 4374.260742
	Iteration 36Q: 3 clusters Score -916055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -916055.500000 Penalty: 4374.260742
	Iteration 37Q: 3 clusters Score -916055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -916056.250000 Penalty: 4374.260742
	Iteration 38Q: 3 clusters Score -916056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -916057.625000 Penalty: 4374.260742
	Iteration 39Q: 3 clusters Score -916057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -916058.875000 Penalty: 4374.260742
	Iteration 40F: 3 clusters Score -916058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Entering Unmasked Estep 
Score: -8248133.000000 Penalty: 2711.729248
	Iteration 0F: 2 clusters Score -8248133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -8210361.000000 Penalty: 5423.458496
	Iteration 0F: 3 clusters Score -8210361 nChanged 25995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -8224779.000000 Penalty: 5423.458496
	Iteration 1F: 3 clusters Score -8224779 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -8225340.500000 Penalty: 5423.458496
	Iteration 2Q: 3 clusters Score -8225340 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -8225877.500000 Penalty: 5423.458496
	Iteration 3Q: 3 clusters Score -8225878 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -8226432.500000 Penalty: 5423.458496
	Iteration 4Q: 3 clusters Score -8226432 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -8226977.500000 Penalty: 5423.458496
	Iteration 5Q: 3 clusters Score -8226978 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -8227612.000000 Penalty: 5423.458496
	Iteration 6Q: 3 clusters Score -8227612 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8228487.000000 Penalty: 5423.458496
	Iteration 7Q: 3 clusters Score -8228487 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -8229578.000000 Penalty: 5423.458496
	Iteration 8Q: 3 clusters Score -8229578 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -8230835.500000 Penalty: 5423.458496
	Iteration 9Q: 3 clusters Score -8230836 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -8232200.500000 Penalty: 5423.458496
	Iteration 10Q: 3 clusters Score -8232200 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -8233669.500000 Penalty: 5423.458496
	Iteration 11Q: 3 clusters Score -8233670 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8234996.500000 Penalty: 5423.458496
	Iteration 12Q: 3 clusters Score -8234996 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -8236212.500000 Penalty: 5423.458496
	Iteration 13Q: 3 clusters Score -8236212 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -8237186.500000 Penalty: 5423.458496
	Iteration 14Q: 3 clusters Score -8237186 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8237839.000000 Penalty: 5423.458496
	Iteration 15Q: 3 clusters Score -8237839 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -8238220.000000 Penalty: 5423.458496
	Iteration 16Q: 3 clusters Score -8238220 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -8238503.500000 Penalty: 5423.458496
	Iteration 17Q: 3 clusters Score -8238504 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -8238680.000000 Penalty: 5423.458496
	Iteration 18Q: 3 clusters Score -8238680 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -8238788.000000 Penalty: 5423.458496
	Iteration 19Q: 3 clusters Score -8238788 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8238870.500000 Penalty: 5423.458496
	Iteration 20F: 3 clusters Score -8238870 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8238943.500000 Penalty: 5423.458496
	Iteration 21Q: 3 clusters Score -8238944 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8239022.500000 Penalty: 5423.458496
	Iteration 22Q: 3 clusters Score -8239022 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -8239125.000000 Penalty: 5423.458496
	Iteration 23Q: 3 clusters Score -8239125 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -8239201.000000 Penalty: 5423.458496
	Iteration 24Q: 3 clusters Score -8239201 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8239270.500000 Penalty: 5423.458496
	Iteration 25Q: 3 clusters Score -8239270 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -8239336.000000 Penalty: 5423.458496
	Iteration 26Q: 3 clusters Score -8239336 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -8239373.000000 Penalty: 5423.458496
	Iteration 27Q: 3 clusters Score -8239373 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8239410.500000 Penalty: 5423.458496
	Iteration 28Q: 3 clusters Score -8239410 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -8239518.500000 Penalty: 5423.458496
	Iteration 29Q: 3 clusters Score -8239518 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -8239545.500000 Penalty: 5423.458496
	Iteration 30Q: 3 clusters Score -8239546 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -8239594.500000 Penalty: 5423.458496
	Iteration 31Q: 3 clusters Score -8239594 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -8239632.500000 Penalty: 5423.458496
	Iteration 32Q: 3 clusters Score -8239632 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -8239690.000000 Penalty: 5423.458496
	Iteration 33Q: 3 clusters Score -8239690 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8239758.000000 Penalty: 5423.458496
	Iteration 34Q: 3 clusters Score -8239758 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -8239807.000000 Penalty: 5423.458496
	Iteration 35Q: 3 clusters Score -8239807 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8239944.500000 Penalty: 5423.458496
	Iteration 36Q: 3 clusters Score -8239944 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -8240029.500000 Penalty: 5423.458496
	Iteration 37Q: 3 clusters Score -8240030 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -8240115.500000 Penalty: 5423.458496
	Iteration 38Q: 3 clusters Score -8240116 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8240201.500000 Penalty: 5423.458496
	Iteration 39Q: 3 clusters Score -8240202 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8240318.500000 Penalty: 5423.458496
	Iteration 40F: 3 clusters Score -8240318 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8240400 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8240482 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8240594 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8240690 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -8240818.000000 Penalty: 5423.458496
	Iteration 45Q: 3 clusters Score -8240818 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8240980.000000 Penalty: 5423.458496
	Iteration 46Q: 3 clusters Score -8240980 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8241179 nChanged 660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8241379.500000 Penalty: 5423.458496
	Iteration 48Q: 3 clusters Score -8241380 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8241556 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8241808 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8242000 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8242213 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8242510 nChanged 726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8242751 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8243016 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8243256 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8243486 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8243784 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8244097 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8244325 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8244537 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8244738 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8244920 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8245070 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8245213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8245317 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -8245405.000000 Penalty: 5423.458496
	Iteration 67Q: 3 clusters Score -8245405 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8245484 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8245526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8245576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8245620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8245660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -8245688.000000 Penalty: 5423.458496
	Iteration 73Q: 3 clusters Score -8245688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8245723.500000 Penalty: 5423.458496
	Iteration 74Q: 3 clusters Score -8245724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8245725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -8245736.000000 Penalty: 5423.458496
	Iteration 76Q: 3 clusters Score -8245736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -8245752.500000 Penalty: 5423.458496
	Iteration 77Q: 3 clusters Score -8245752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -8245760.000000 Penalty: 5423.458496
	Iteration 78Q: 3 clusters Score -8245760 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8245768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8245790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8245800 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8245804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8245806 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -8245807.000000 Penalty: 5423.458496
	Iteration 84Q: 3 clusters Score -8245807 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -8245808.000000 Penalty: 5423.458496
	Iteration 85Q: 3 clusters Score -8245808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -8245815.500000 Penalty: 5423.458496
	Iteration 86Q: 3 clusters Score -8245816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8245816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -8245821.000000 Penalty: 5423.458496
	Iteration 88Q: 3 clusters Score -8245821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8245826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -8245835.500000 Penalty: 5423.458496
	Iteration 90Q: 3 clusters Score -8245836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -8245845.500000 Penalty: 5423.458496
	Iteration 91Q: 3 clusters Score -8245846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8245842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8245836 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8245842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -8245841.000000 Penalty: 5423.458496
	Iteration 95Q: 3 clusters Score -8245841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8245836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8245842 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8245841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8245846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -8245850.500000 Penalty: 5423.458496
	Iteration 100F: 3 clusters Score -8245850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -8245856.500000 Penalty: 5423.458496
	Iteration 101Q: 3 clusters Score -8245856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8245858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -8245869.000000 Penalty: 5423.458496
	Iteration 103Q: 3 clusters Score -8245869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8245864 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8245858 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
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	Iteration 106F: 3 clusters Score -8245858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29192 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4168966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4148986 nChanged 13044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4155955 nChanged 1287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4156352 nChanged 1228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4156762 nChanged 1131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4157191.000000 Penalty: 5099.698242
	Iteration 4Q: 3 clusters Score -4157191 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4157681.250000 Penalty: 5099.698242
	Iteration 5Q: 3 clusters Score -4157681 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4158350.500000 Penalty: 5099.698242
	Iteration 6Q: 3 clusters Score -4158350 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4159321.250000 Penalty: 5099.698242
	Iteration 7F: 3 clusters Score -4159321 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4160636.250000 Penalty: 5099.698242
	Iteration 8F: 3 clusters Score -4160636 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4162244.000000 Penalty: 5099.698242
	Iteration 9F: 3 clusters Score -4162244 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4163860.000000 Penalty: 5099.698242
	Iteration 10F: 3 clusters Score -4163860 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4165156.750000 Penalty: 5099.698242
	Iteration 11Q: 3 clusters Score -4165157 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4165969.000000 Penalty: 5099.698242
	Iteration 12Q: 3 clusters Score -4165969 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4166491.250000 Penalty: 5099.698242
	Iteration 13Q: 3 clusters Score -4166491 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4166791.750000 Penalty: 5099.698242
	Iteration 14Q: 3 clusters Score -4166792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4166925.250000 Penalty: 5099.698242
	Iteration 15Q: 3 clusters Score -4166925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4167007.500000 Penalty: 5099.698242
	Iteration 16Q: 3 clusters Score -4167008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4167051.750000 Penalty: 5099.698242
	Iteration 17Q: 3 clusters Score -4167052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4167074.750000 Penalty: 5099.698242
	Iteration 18Q: 3 clusters Score -4167075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4167089.500000 Penalty: 5099.698242
	Iteration 19Q: 3 clusters Score -4167090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4167097.250000 Penalty: 5099.698242
	Iteration 20F: 3 clusters Score -4167097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4167114.250000 Penalty: 5099.698242
	Iteration 21Q: 3 clusters Score -4167114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4167117.000000 Penalty: 5099.698242
	Iteration 22Q: 3 clusters Score -4167117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4167120.750000 Penalty: 5099.698242
	Iteration 23Q: 3 clusters Score -4167121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4167126.500000 Penalty: 5099.698242
	Iteration 24Q: 3 clusters Score -4167126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4167120.000000 Penalty: 5099.698242
	Iteration 25Q: 3 clusters Score -4167120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4167122.750000 Penalty: 5099.698242
	Iteration 26Q: 3 clusters Score -4167123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4167120.000000 Penalty: 5099.698242
	Iteration 27Q: 3 clusters Score -4167120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4167119.250000 Penalty: 5099.698242
	Iteration 28Q: 3 clusters Score -4167119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4167124.000000 Penalty: 5099.698242
	Iteration 29Q: 3 clusters Score -4167124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4167131.500000 Penalty: 5099.698242
	Iteration 30Q: 3 clusters Score -4167132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4167134.500000 Penalty: 5099.698242
	Iteration 31Q: 3 clusters Score -4167134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4167134.500000 Penalty: 5099.698242
	Iteration 32F: 3 clusters Score -4167134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Entering Unmasked Estep 
Score: -6443560.000000 Penalty: 2649.337646
	Iteration 0F: 2 clusters Score -6443560 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 21857 members 
Entering Unmasked Estep 
Score: -6414025.000000 Penalty: 5298.675293
	Iteration 0F: 3 clusters Score -6414025 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6424979.500000 Penalty: 5298.675293
	Iteration 1F: 3 clusters Score -6424980 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -6425436.500000 Penalty: 5298.675293
	Iteration 2Q: 3 clusters Score -6425436 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6425866.000000 Penalty: 5298.675293
	Iteration 3Q: 3 clusters Score -6425866 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6426218.000000 Penalty: 5298.675293
	Iteration 4Q: 3 clusters Score -6426218 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6426524.500000 Penalty: 5298.675293
	Iteration 5Q: 3 clusters Score -6426524 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6426936.500000 Penalty: 5298.675293
	Iteration 6Q: 3 clusters Score -6426936 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -6427309.500000 Penalty: 5298.675293
	Iteration 7Q: 3 clusters Score -6427310 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -6427761.000000 Penalty: 5298.675293
	Iteration 8Q: 3 clusters Score -6427761 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -6428355.500000 Penalty: 5298.675293
	Iteration 9Q: 3 clusters Score -6428356 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6429029.500000 Penalty: 5298.675293
	Iteration 10Q: 3 clusters Score -6429030 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6429842.500000 Penalty: 5298.675293
	Iteration 11Q: 3 clusters Score -6429842 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6430811.000000 Penalty: 5298.675293
	Iteration 12Q: 3 clusters Score -6430811 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -6431878.500000 Penalty: 5298.675293
	Iteration 13Q: 3 clusters Score -6431878 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -6433000.500000 Penalty: 5298.675293
	Iteration 14Q: 3 clusters Score -6433000 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6433970.500000 Penalty: 5298.675293
	Iteration 15Q: 3 clusters Score -6433970 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -6434732.000000 Penalty: 5298.675293
	Iteration 16Q: 3 clusters Score -6434732 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -6435194.500000 Penalty: 5298.675293
	Iteration 17Q: 3 clusters Score -6435194 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6435430.000000 Penalty: 5298.675293
	Iteration 18Q: 3 clusters Score -6435430 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -6435551.000000 Penalty: 5298.675293
	Iteration 19Q: 3 clusters Score -6435551 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6435617.000000 Penalty: 5298.675293
	Iteration 20F: 3 clusters Score -6435617 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6435708.000000 Penalty: 5298.675293
	Iteration 21Q: 3 clusters Score -6435708 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6435777.500000 Penalty: 5298.675293
	Iteration 22Q: 3 clusters Score -6435778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -6435874.500000 Penalty: 5298.675293
	Iteration 23Q: 3 clusters Score -6435874 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -6435964.500000 Penalty: 5298.675293
	Iteration 24Q: 3 clusters Score -6435964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6436051.000000 Penalty: 5298.675293
	Iteration 25Q: 3 clusters Score -6436051 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6436110.000000 Penalty: 5298.675293
	Iteration 26Q: 3 clusters Score -6436110 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6436183.000000 Penalty: 5298.675293
	Iteration 27Q: 3 clusters Score -6436183 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6436251.500000 Penalty: 5298.675293
	Iteration 28Q: 3 clusters Score -6436252 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6436341.500000 Penalty: 5298.675293
	Iteration 29Q: 3 clusters Score -6436342 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6436390.500000 Penalty: 5298.675293
	Iteration 30Q: 3 clusters Score -6436390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -6436435.500000 Penalty: 5298.675293
	Iteration 31Q: 3 clusters Score -6436436 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -6436506.000000 Penalty: 5298.675293
	Iteration 32Q: 3 clusters Score -6436506 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -6436541.000000 Penalty: 5298.675293
	Iteration 33Q: 3 clusters Score -6436541 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6436612.500000 Penalty: 5298.675293
	Iteration 34Q: 3 clusters Score -6436612 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -6436658.000000 Penalty: 5298.675293
	Iteration 35Q: 3 clusters Score -6436658 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6436694.000000 Penalty: 5298.675293
	Iteration 36Q: 3 clusters Score -6436694 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -6436769.500000 Penalty: 5298.675293
	Iteration 37Q: 3 clusters Score -6436770 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6436853.500000 Penalty: 5298.675293
	Iteration 38Q: 3 clusters Score -6436854 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -6436933.000000 Penalty: 5298.675293
	Iteration 39Q: 3 clusters Score -6436933 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6437032.000000 Penalty: 5298.675293
	Iteration 40F: 3 clusters Score -6437032 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6437128.500000 Penalty: 5298.675293
	Iteration 41Q: 3 clusters Score -6437128 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6437235.000000 Penalty: 5298.675293
	Iteration 42Q: 3 clusters Score -6437235 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -6437335.500000 Penalty: 5298.675293
	Iteration 43Q: 3 clusters Score -6437336 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -6437462.000000 Penalty: 5298.675293
	Iteration 44Q: 3 clusters Score -6437462 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -6437578.500000 Penalty: 5298.675293
	Iteration 45Q: 3 clusters Score -6437578 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -6437707.000000 Penalty: 5298.675293
	Iteration 46Q: 3 clusters Score -6437707 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -6437862.000000 Penalty: 5298.675293
	Iteration 47Q: 3 clusters Score -6437862 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -6438027.500000 Penalty: 5298.675293
	Iteration 48Q: 3 clusters Score -6438028 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -6438223.000000 Penalty: 5298.675293
	Iteration 49Q: 3 clusters Score -6438223 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -6438419.500000 Penalty: 5298.675293
	Iteration 50Q: 3 clusters Score -6438420 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6438632.500000 Penalty: 5298.675293
	Iteration 51Q: 3 clusters Score -6438632 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6438830.500000 Penalty: 5298.675293
	Iteration 52Q: 3 clusters Score -6438830 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -6439077.000000 Penalty: 5298.675293
	Iteration 53Q: 3 clusters Score -6439077 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -6439293.000000 Penalty: 5298.675293
	Iteration 54Q: 3 clusters Score -6439293 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -6439489.000000 Penalty: 5298.675293
	Iteration 55Q: 3 clusters Score -6439489 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -6439682.000000 Penalty: 5298.675293
	Iteration 56Q: 3 clusters Score -6439682 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -6439883.000000 Penalty: 5298.675293
	Iteration 57Q: 3 clusters Score -6439883 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -6440108.500000 Penalty: 5298.675293
	Iteration 58Q: 3 clusters Score -6440108 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -6440303.000000 Penalty: 5298.675293
	Iteration 59Q: 3 clusters Score -6440303 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -6440446.000000 Penalty: 5298.675293
	Iteration 60F: 3 clusters Score -6440446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -6440583.000000 Penalty: 5298.675293
	Iteration 61Q: 3 clusters Score -6440583 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -6440706.000000 Penalty: 5298.675293
	Iteration 62Q: 3 clusters Score -6440706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6440842.500000 Penalty: 5298.675293
	Iteration 63Q: 3 clusters Score -6440842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -6440923.500000 Penalty: 5298.675293
	Iteration 64Q: 3 clusters Score -6440924 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -6441017.000000 Penalty: 5298.675293
	Iteration 65Q: 3 clusters Score -6441017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -6441087.500000 Penalty: 5298.675293
	Iteration 66Q: 3 clusters Score -6441088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -6441140.000000 Penalty: 5298.675293
	Iteration 67Q: 3 clusters Score -6441140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6441197.000000 Penalty: 5298.675293
	Iteration 68Q: 3 clusters Score -6441197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -6441223.500000 Penalty: 5298.675293
	Iteration 69Q: 3 clusters Score -6441224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -6441257.500000 Penalty: 5298.675293
	Iteration 70Q: 3 clusters Score -6441258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6441277.000000 Penalty: 5298.675293
	Iteration 71Q: 3 clusters Score -6441277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6441275.000000 Penalty: 5298.675293
	Iteration 72Q: 3 clusters Score -6441275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6441287.000000 Penalty: 5298.675293
	Iteration 73Q: 3 clusters Score -6441287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -6441287.500000 Penalty: 5298.675293
	Iteration 74Q: 3 clusters Score -6441288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -6441296.000000 Penalty: 5298.675293
	Iteration 75Q: 3 clusters Score -6441296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -6441297.000000 Penalty: 5298.675293
	Iteration 76Q: 3 clusters Score -6441297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -6441293.000000 Penalty: 5298.675293
	Iteration 77Q: 3 clusters Score -6441293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -6441291.500000 Penalty: 5298.675293
	Iteration 78Q: 3 clusters Score -6441292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -6441309.000000 Penalty: 5298.675293
	Iteration 79Q: 3 clusters Score -6441309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6441319.000000 Penalty: 5298.675293
	Iteration 80F: 3 clusters Score -6441319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -6441319.500000 Penalty: 5298.675293
	Iteration 81Q: 3 clusters Score -6441320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6441324.500000 Penalty: 5298.675293
	Iteration 82Q: 3 clusters Score -6441324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -6441330.000000 Penalty: 5298.675293
	Iteration 83Q: 3 clusters Score -6441330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -6441328.500000 Penalty: 5298.675293
	Iteration 84Q: 3 clusters Score -6441328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6441328.000000 Penalty: 5298.675293
	Iteration 85Q: 3 clusters Score -6441328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6441330.500000 Penalty: 5298.675293
	Iteration 86Q: 3 clusters Score -6441330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6441331.000000 Penalty: 5298.675293
	Iteration 87Q: 3 clusters Score -6441331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -6441333.500000 Penalty: 5298.675293
	Iteration 88Q: 3 clusters Score -6441334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -6441342.000000 Penalty: 5298.675293
	Iteration 89Q: 3 clusters Score -6441342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -6441342.000000 Penalty: 5298.675293
	Iteration 90Q: 3 clusters Score -6441342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -6441346.500000 Penalty: 5298.675293
	Iteration 91Q: 3 clusters Score -6441346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -6441346.000000 Penalty: 5298.675293
	Iteration 92Q: 3 clusters Score -6441346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6441344.000000 Penalty: 5298.675293
	Iteration 93Q: 3 clusters Score -6441344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6441346.500000 Penalty: 5298.675293
	Iteration 94Q: 3 clusters Score -6441346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -6441344.000000 Penalty: 5298.675293
	Iteration 95Q: 3 clusters Score -6441344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6441348.000000 Penalty: 5298.675293
	Iteration 96Q: 3 clusters Score -6441348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6441351.000000 Penalty: 5298.675293
	Iteration 97Q: 3 clusters Score -6441351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6441358.500000 Penalty: 5298.675293
	Iteration 98Q: 3 clusters Score -6441358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6441353.500000 Penalty: 5298.675293
	Iteration 99Q: 3 clusters Score -6441354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -6441354.000000 Penalty: 5298.675293
	Iteration 100F: 3 clusters Score -6441354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -6441354.000000 Penalty: 5298.675293
	Iteration 101Q: 3 clusters Score -6441354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -6441354.500000 Penalty: 5298.675293
	Iteration 102Q: 3 clusters Score -6441354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -6441356.000000 Penalty: 5298.675293
	Iteration 103Q: 3 clusters Score -6441356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -6441368.500000 Penalty: 5298.675293
	Iteration 104Q: 3 clusters Score -6441368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6441363.500000 Penalty: 5298.675293
	Iteration 105Q: 3 clusters Score -6441364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -6441365.500000 Penalty: 5298.675293
	Iteration 106Q: 3 clusters Score -6441366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6441365.000000 Penalty: 5298.675293
	Iteration 107Q: 3 clusters Score -6441365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -6441367.500000 Penalty: 5298.675293
	Iteration 108Q: 3 clusters Score -6441368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -6441364.000000 Penalty: 5298.675293
	Iteration 109Q: 3 clusters Score -6441364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -6441364.500000 Penalty: 5298.675293
	Iteration 110Q: 3 clusters Score -6441364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6441372.000000 Penalty: 5298.675293
	Iteration 111Q: 3 clusters Score -6441372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6441372.500000 Penalty: 5298.675293
	Iteration 112Q: 3 clusters Score -6441372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -6441376.000000 Penalty: 5298.675293
	Iteration 113Q: 3 clusters Score -6441376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6441377.500000 Penalty: 5298.675293
	Iteration 114Q: 3 clusters Score -6441378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -6441373.500000 Penalty: 5298.675293
	Iteration 115Q: 3 clusters Score -6441374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -6441377.500000 Penalty: 5298.675293
	Iteration 116Q: 3 clusters Score -6441378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6441382.500000 Penalty: 5298.675293
	Iteration 117Q: 3 clusters Score -6441382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -6441384.500000 Penalty: 5298.675293
	Iteration 118Q: 3 clusters Score -6441384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -6441385.000000 Penalty: 5298.675293
	Iteration 119Q: 3 clusters Score -6441385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -6441389.500000 Penalty: 5298.675293
	Iteration 120F: 3 clusters Score -6441390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6441385.000000 Penalty: 5298.675293
	Iteration 121Q: 3 clusters Score -6441385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -6441387.500000 Penalty: 5298.675293
	Iteration 122Q: 3 clusters Score -6441388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -6441391.500000 Penalty: 5298.675293
	Iteration 123Q: 3 clusters Score -6441392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -6441392.000000 Penalty: 5298.675293
	Iteration 124Q: 3 clusters Score -6441392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -6441390.500000 Penalty: 5298.675293
	Iteration 125Q: 3 clusters Score -6441390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -6441390.500000 Penalty: 5298.675293
	Iteration 126F: 3 clusters Score -6441390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -1708485.625000 Penalty: 2333.926270
	Iteration 0F: 2 clusters Score -1708486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1699388.875000 Penalty: 4667.852539
	Iteration 0F: 3 clusters Score -1699389 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1702163.375000 Penalty: 4667.852539
	Iteration 1F: 3 clusters Score -1702163 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1702472.875000 Penalty: 4667.852539
	Iteration 2F: 3 clusters Score -1702473 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1702684.875000 Penalty: 4667.852539
	Iteration 3Q: 3 clusters Score -1702685 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1702834.500000 Penalty: 4667.852539
	Iteration 4Q: 3 clusters Score -1702834 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1702949.125000 Penalty: 4667.852539
	Iteration 5Q: 3 clusters Score -1702949 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1703045.000000 Penalty: 4667.852539
	Iteration 6Q: 3 clusters Score -1703045 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1703136.250000 Penalty: 4667.852539
	Iteration 7Q: 3 clusters Score -1703136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1703241.875000 Penalty: 4667.852539
	Iteration 8Q: 3 clusters Score -1703242 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1703363.250000 Penalty: 4667.852539
	Iteration 9Q: 3 clusters Score -1703363 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1703501.375000 Penalty: 4667.852539
	Iteration 10Q: 3 clusters Score -1703501 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1703660.500000 Penalty: 4667.852539
	Iteration 11Q: 3 clusters Score -1703660 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1703846.125000 Penalty: 4667.852539
	Iteration 12Q: 3 clusters Score -1703846 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1704091.375000 Penalty: 4667.852539
	Iteration 13Q: 3 clusters Score -1704091 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1704352.250000 Penalty: 4667.852539
	Iteration 14Q: 3 clusters Score -1704352 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1704680.000000 Penalty: 4667.852539
	Iteration 15Q: 3 clusters Score -1704680 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1705019.500000 Penalty: 4667.852539
	Iteration 16Q: 3 clusters Score -1705020 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1705325.875000 Penalty: 4667.852539
	Iteration 17Q: 3 clusters Score -1705326 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1705581.000000 Penalty: 4667.852539
	Iteration 18Q: 3 clusters Score -1705581 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1705788.000000 Penalty: 4667.852539
	Iteration 19Q: 3 clusters Score -1705788 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1705978.750000 Penalty: 4667.852539
	Iteration 20F: 3 clusters Score -1705979 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1706124.500000 Penalty: 4667.852539
	Iteration 21Q: 3 clusters Score -1706124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1706211.250000 Penalty: 4667.852539
	Iteration 22Q: 3 clusters Score -1706211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1706304.375000 Penalty: 4667.852539
	Iteration 23Q: 3 clusters Score -1706304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1706367.375000 Penalty: 4667.852539
	Iteration 24Q: 3 clusters Score -1706367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1706423.125000 Penalty: 4667.852539
	Iteration 25Q: 3 clusters Score -1706423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1706469.375000 Penalty: 4667.852539
	Iteration 26Q: 3 clusters Score -1706469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1706495.750000 Penalty: 4667.852539
	Iteration 27Q: 3 clusters Score -1706496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1706513.500000 Penalty: 4667.852539
	Iteration 28Q: 3 clusters Score -1706514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1706525.125000 Penalty: 4667.852539
	Iteration 29Q: 3 clusters Score -1706525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1706550.875000 Penalty: 4667.852539
	Iteration 30Q: 3 clusters Score -1706551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1706565.250000 Penalty: 4667.852539
	Iteration 31Q: 3 clusters Score -1706565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1706573.750000 Penalty: 4667.852539
	Iteration 32Q: 3 clusters Score -1706574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1706586.125000 Penalty: 4667.852539
	Iteration 33Q: 3 clusters Score -1706586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1706588.750000 Penalty: 4667.852539
	Iteration 34Q: 3 clusters Score -1706589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1706589.375000 Penalty: 4667.852539
	Iteration 35Q: 3 clusters Score -1706589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1706589.500000 Penalty: 4667.852539
	Iteration 36Q: 3 clusters Score -1706590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1706588.875000 Penalty: 4667.852539
	Iteration 37Q: 3 clusters Score -1706589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1706590.250000 Penalty: 4667.852539
	Iteration 38Q: 3 clusters Score -1706590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1706592.000000 Penalty: 4667.852539
	Iteration 39Q: 3 clusters Score -1706592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1706590.625000 Penalty: 4667.852539
	Iteration 40F: 3 clusters Score -1706591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -842182.187500 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -842182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -837195.375000 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -837195.4 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -838438.437500 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -838438.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -838633.187500 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -838633.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -838750.812500 Penalty: 4300.532715
	Iteration 3Q: 3 clusters Score -838750.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -838823.875000 Penalty: 4300.532715
	Iteration 4Q: 3 clusters Score -838823.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -838866.500000 Penalty: 4300.532715
	Iteration 5Q: 3 clusters Score -838866.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -838899.812500 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -838899.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -838932.062500 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -838932.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -838960.875000 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -838960.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -838986.750000 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -838986.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -839000.250000 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -839000.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -839016.312500 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -839016.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -839025.937500 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -839025.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -839034.000000 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -839034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -839045.187500 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -839045.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -839054.812500 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -839054.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -839069.000000 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -839069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -839076.437500 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -839076.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -839086.375000 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -839086.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -839095.437500 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -839095.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -839103.875000 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -839103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -839108.000000 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -839108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -839110.250000 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -839110.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -839114.312500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -839114.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -839117.437500 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -839117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -839120.062500 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -839120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -839122.125000 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -839122.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -839123.312500 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -839123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -839123.562500 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -839123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -839125.187500 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -839125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -839125.937500 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -839125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -839129.937500 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -839129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -839130.875000 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -839130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -839132.375000 Penalty: 4300.532715
	Iteration 33Q: 3 clusters Score -839132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -839133.062500 Penalty: 4300.532715
	Iteration 34Q: 3 clusters Score -839133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -839133.312500 Penalty: 4300.532715
	Iteration 35Q: 3 clusters Score -839133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -839137.687500 Penalty: 4300.532715
	Iteration 36Q: 3 clusters Score -839137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -839139.687500 Penalty: 4300.532715
	Iteration 37Q: 3 clusters Score -839139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -839139.625000 Penalty: 4300.532715
	Iteration 38Q: 3 clusters Score -839139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -839141.687500 Penalty: 4300.532715
	Iteration 39Q: 3 clusters Score -839141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -839140.312500 Penalty: 4300.532715
	Iteration 40F: 3 clusters Score -839140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -839140.562500 Penalty: 4300.532715
	Iteration 41Q: 3 clusters Score -839140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -839141.375000 Penalty: 4300.532715
	Iteration 42Q: 3 clusters Score -839141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -839141.750000 Penalty: 4300.532715
	Iteration 43Q: 3 clusters Score -839141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -839142.812500 Penalty: 4300.532715
	Iteration 44Q: 3 clusters Score -839142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -839142.437500 Penalty: 4300.532715
	Iteration 45Q: 3 clusters Score -839142.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -839142.250000 Penalty: 4300.532715
	Iteration 46Q: 3 clusters Score -839142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -839142.062500 Penalty: 4300.532715
	Iteration 47Q: 3 clusters Score -839142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -839142.062500 Penalty: 4300.532715
	Iteration 48F: 3 clusters Score -839142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Entering Unmasked Estep 
Score: -2955273.750000 Penalty: 2472.252686
	Iteration 0F: 2 clusters Score -2955274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2940315.000000 Penalty: 4944.505371
	Iteration 0F: 3 clusters Score -2940315 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2945484.750000 Penalty: 4944.505371
	Iteration 1F: 3 clusters Score -2945485 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2945943.500000 Penalty: 4944.505371
	Iteration 2F: 3 clusters Score -2945944 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2946438.500000 Penalty: 4944.505371
	Iteration 3F: 3 clusters Score -2946438 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2946963.750000 Penalty: 4944.505371
	Iteration 4Q: 3 clusters Score -2946964 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2947555.750000 Penalty: 4944.505371
	Iteration 5Q: 3 clusters Score -2947556 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2948306.750000 Penalty: 4944.505371
	Iteration 6F: 3 clusters Score -2948307 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2949172.000000 Penalty: 4944.505371
	Iteration 7F: 3 clusters Score -2949172 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2950070.000000 Penalty: 4944.505371
	Iteration 8F: 3 clusters Score -2950070 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2950879.250000 Penalty: 4944.505371
	Iteration 9F: 3 clusters Score -2950879 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2951497.250000 Penalty: 4944.505371
	Iteration 10Q: 3 clusters Score -2951497 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2951939.250000 Penalty: 4944.505371
	Iteration 11Q: 3 clusters Score -2951939 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2952206.000000 Penalty: 4944.505371
	Iteration 12Q: 3 clusters Score -2952206 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2952407.000000 Penalty: 4944.505371
	Iteration 13Q: 3 clusters Score -2952407 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2952575.750000 Penalty: 4944.505371
	Iteration 14Q: 3 clusters Score -2952576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2952727.000000 Penalty: 4944.505371
	Iteration 15Q: 3 clusters Score -2952727 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2952869.750000 Penalty: 4944.505371
	Iteration 16Q: 3 clusters Score -2952870 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2952981.500000 Penalty: 4944.505371
	Iteration 17Q: 3 clusters Score -2952982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2953101.250000 Penalty: 4944.505371
	Iteration 18Q: 3 clusters Score -2953101 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2953217.500000 Penalty: 4944.505371
	Iteration 19Q: 3 clusters Score -2953218 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2953361.250000 Penalty: 4944.505371
	Iteration 20F: 3 clusters Score -2953361 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2953513.500000 Penalty: 4944.505371
	Iteration 21Q: 3 clusters Score -2953514 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2953634.000000 Penalty: 4944.505371
	Iteration 22Q: 3 clusters Score -2953634 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2953763.750000 Penalty: 4944.505371
	Iteration 23Q: 3 clusters Score -2953764 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2953874.000000 Penalty: 4944.505371
	Iteration 24Q: 3 clusters Score -2953874 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2953995.750000 Penalty: 4944.505371
	Iteration 25Q: 3 clusters Score -2953996 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2954154.500000 Penalty: 4944.505371
	Iteration 26Q: 3 clusters Score -2954154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2954271.000000 Penalty: 4944.505371
	Iteration 27Q: 3 clusters Score -2954271 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2954382.250000 Penalty: 4944.505371
	Iteration 28Q: 3 clusters Score -2954382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2954465.500000 Penalty: 4944.505371
	Iteration 29Q: 3 clusters Score -2954466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2954507.000000 Penalty: 4944.505371
	Iteration 30Q: 3 clusters Score -2954507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2954554.500000 Penalty: 4944.505371
	Iteration 31Q: 3 clusters Score -2954554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2954588.500000 Penalty: 4944.505371
	Iteration 32Q: 3 clusters Score -2954588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2954612.750000 Penalty: 4944.505371
	Iteration 33Q: 3 clusters Score -2954613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2954621.000000 Penalty: 4944.505371
	Iteration 34Q: 3 clusters Score -2954621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2954644.750000 Penalty: 4944.505371
	Iteration 35Q: 3 clusters Score -2954645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2954653.000000 Penalty: 4944.505371
	Iteration 36Q: 3 clusters Score -2954653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2954664.250000 Penalty: 4944.505371
	Iteration 37Q: 3 clusters Score -2954664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2954680.500000 Penalty: 4944.505371
	Iteration 38Q: 3 clusters Score -2954680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2954691.500000 Penalty: 4944.505371
	Iteration 39Q: 3 clusters Score -2954692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2954701.250000 Penalty: 4944.505371
	Iteration 40F: 3 clusters Score -2954701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2954704.750000 Penalty: 4944.505371
	Iteration 41Q: 3 clusters Score -2954705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2954706.500000 Penalty: 4944.505371
	Iteration 42Q: 3 clusters Score -2954706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2954711.750000 Penalty: 4944.505371
	Iteration 43Q: 3 clusters Score -2954712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2954724.750000 Penalty: 4944.505371
	Iteration 44Q: 3 clusters Score -2954725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2954721.000000 Penalty: 4944.505371
	Iteration 45Q: 3 clusters Score -2954721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2954720.000000 Penalty: 4944.505371
	Iteration 46Q: 3 clusters Score -2954720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2954718.500000 Penalty: 4944.505371
	Iteration 47Q: 3 clusters Score -2954718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2954716.000000 Penalty: 4944.505371
	Iteration 48Q: 3 clusters Score -2954716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2954717.500000 Penalty: 4944.505371
	Iteration 49Q: 3 clusters Score -2954718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2954714.250000 Penalty: 4944.505371
	Iteration 50Q: 3 clusters Score -2954714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2954714.250000 Penalty: 4944.505371
	Iteration 51F: 3 clusters Score -2954714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -339359.750000 Penalty: 1940.660889
	Iteration 0F: 2 clusters Score -339359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -336423.031250 Penalty: 3881.321777
	Iteration 0F: 3 clusters Score -336423 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -337002.000000 Penalty: 3881.321777
	Iteration 1F: 3 clusters Score -337002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -337143.593750 Penalty: 3881.321777
	Iteration 2F: 3 clusters Score -337143.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -337241.687500 Penalty: 3881.321777
	Iteration 3F: 3 clusters Score -337241.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337303.875000 Penalty: 3881.321777
	Iteration 4Q: 3 clusters Score -337303.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337346.218750 Penalty: 3881.321777
	Iteration 5Q: 3 clusters Score -337346.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -337383.437500 Penalty: 3881.321777
	Iteration 6Q: 3 clusters Score -337383.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -337416.437500 Penalty: 3881.321777
	Iteration 7Q: 3 clusters Score -337416.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -337443.718750 Penalty: 3881.321777
	Iteration 8Q: 3 clusters Score -337443.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -337473.125000 Penalty: 3881.321777
	Iteration 9Q: 3 clusters Score -337473.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -337499.781250 Penalty: 3881.321777
	Iteration 10Q: 3 clusters Score -337499.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -337534.000000 Penalty: 3881.321777
	Iteration 11Q: 3 clusters Score -337534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -337569.687500 Penalty: 3881.321777
	Iteration 12Q: 3 clusters Score -337569.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -337600.343750 Penalty: 3881.321777
	Iteration 13Q: 3 clusters Score -337600.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -337635.781250 Penalty: 3881.321777
	Iteration 14Q: 3 clusters Score -337635.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -337697.625000 Penalty: 3881.321777
	Iteration 15Q: 3 clusters Score -337697.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -337778.437500 Penalty: 3881.321777
	Iteration 16Q: 3 clusters Score -337778.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -337856.250000 Penalty: 3881.321777
	Iteration 17Q: 3 clusters Score -337856.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -337927.562500 Penalty: 3881.321777
	Iteration 18Q: 3 clusters Score -337927.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -337987.937500 Penalty: 3881.321777
	Iteration 19Q: 3 clusters Score -337987.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -338043.531250 Penalty: 3881.321777
	Iteration 20F: 3 clusters Score -338043.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -338098.187500 Penalty: 3881.321777
	Iteration 21Q: 3 clusters Score -338098.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -338137.875000 Penalty: 3881.321777
	Iteration 22Q: 3 clusters Score -338137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -338167.187500 Penalty: 3881.321777
	Iteration 23Q: 3 clusters Score -338167.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -338187.500000 Penalty: 3881.321777
	Iteration 24Q: 3 clusters Score -338187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -338203.312500 Penalty: 3881.321777
	Iteration 25Q: 3 clusters Score -338203.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -338213.062500 Penalty: 3881.321777
	Iteration 26Q: 3 clusters Score -338213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -338217.968750 Penalty: 3881.321777
	Iteration 27Q: 3 clusters Score -338218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -338224.031250 Penalty: 3881.321777
	Iteration 28Q: 3 clusters Score -338224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -338229.375000 Penalty: 3881.321777
	Iteration 29Q: 3 clusters Score -338229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338232.093750 Penalty: 3881.321777
	Iteration 30Q: 3 clusters Score -338232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -338233.687500 Penalty: 3881.321777
	Iteration 31Q: 3 clusters Score -338233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -338233.875000 Penalty: 3881.321777
	Iteration 32Q: 3 clusters Score -338233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -338234.625000 Penalty: 3881.321777
	Iteration 33Q: 3 clusters Score -338234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -338235.468750 Penalty: 3881.321777
	Iteration 34Q: 3 clusters Score -338235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -338236.062500 Penalty: 3881.321777
	Iteration 35Q: 3 clusters Score -338236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -338236.062500 Penalty: 3881.321777
	Iteration 36F: 3 clusters Score -338236.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Entering Unmasked Estep 
Score: -1478706.500000 Penalty: 2321.165039
	Iteration 0F: 2 clusters Score -1478706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1469992.125000 Penalty: 4642.330078
	Iteration 0F: 3 clusters Score -1469992 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1472744.125000 Penalty: 4642.330078
	Iteration 1F: 3 clusters Score -1472744 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1473150.625000 Penalty: 4642.330078
	Iteration 2F: 3 clusters Score -1473151 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1473569.000000 Penalty: 4642.330078
	Iteration 3F: 3 clusters Score -1473569 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1473998.375000 Penalty: 4642.330078
	Iteration 4F: 3 clusters Score -1473998 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1474508.875000 Penalty: 4642.330078
	Iteration 5F: 3 clusters Score -1474509 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1475043.750000 Penalty: 4642.330078
	Iteration 6F: 3 clusters Score -1475044 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1475567.875000 Penalty: 4642.330078
	Iteration 7F: 3 clusters Score -1475568 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1476099.750000 Penalty: 4642.330078
	Iteration 8F: 3 clusters Score -1476100 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1476531.625000 Penalty: 4642.330078
	Iteration 9Q: 3 clusters Score -1476532 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1476863.500000 Penalty: 4642.330078
	Iteration 10Q: 3 clusters Score -1476864 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1477047.625000 Penalty: 4642.330078
	Iteration 11Q: 3 clusters Score -1477048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1477145.125000 Penalty: 4642.330078
	Iteration 12Q: 3 clusters Score -1477145 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1477205.625000 Penalty: 4642.330078
	Iteration 13Q: 3 clusters Score -1477206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1477247.500000 Penalty: 4642.330078
	Iteration 14Q: 3 clusters Score -1477248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1477279.750000 Penalty: 4642.330078
	Iteration 15Q: 3 clusters Score -1477280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1477292.250000 Penalty: 4642.330078
	Iteration 16Q: 3 clusters Score -1477292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1477313.250000 Penalty: 4642.330078
	Iteration 17Q: 3 clusters Score -1477313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1477326.625000 Penalty: 4642.330078
	Iteration 18Q: 3 clusters Score -1477327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1477344.750000 Penalty: 4642.330078
	Iteration 19Q: 3 clusters Score -1477345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1477357.375000 Penalty: 4642.330078
	Iteration 20F: 3 clusters Score -1477357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1477369.375000 Penalty: 4642.330078
	Iteration 21Q: 3 clusters Score -1477369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1477373.875000 Penalty: 4642.330078
	Iteration 22Q: 3 clusters Score -1477374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1477382.625000 Penalty: 4642.330078
	Iteration 23Q: 3 clusters Score -1477383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1477389.125000 Penalty: 4642.330078
	Iteration 24Q: 3 clusters Score -1477389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1477392.000000 Penalty: 4642.330078
	Iteration 25Q: 3 clusters Score -1477392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1477397.625000 Penalty: 4642.330078
	Iteration 26Q: 3 clusters Score -1477398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1477401.750000 Penalty: 4642.330078
	Iteration 27Q: 3 clusters Score -1477402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1477403.000000 Penalty: 4642.330078
	Iteration 28Q: 3 clusters Score -1477403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1477406.125000 Penalty: 4642.330078
	Iteration 29Q: 3 clusters Score -1477406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1477408.000000 Penalty: 4642.330078
	Iteration 30Q: 3 clusters Score -1477408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1477410.750000 Penalty: 4642.330078
	Iteration 31Q: 3 clusters Score -1477411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1477415.000000 Penalty: 4642.330078
	Iteration 32Q: 3 clusters Score -1477415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1477415.125000 Penalty: 4642.330078
	Iteration 33Q: 3 clusters Score -1477415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1477412.500000 Penalty: 4642.330078
	Iteration 34Q: 3 clusters Score -1477412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1477417.875000 Penalty: 4642.330078
	Iteration 35Q: 3 clusters Score -1477418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1477418.875000 Penalty: 4642.330078
	Iteration 36Q: 3 clusters Score -1477419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1477421.875000 Penalty: 4642.330078
	Iteration 37Q: 3 clusters Score -1477422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1477422.875000 Penalty: 4642.330078
	Iteration 38Q: 3 clusters Score -1477423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1477420.000000 Penalty: 4642.330078
	Iteration 39Q: 3 clusters Score -1477420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1477419.875000 Penalty: 4642.330078
	Iteration 40F: 3 clusters Score -1477420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1477420.625000 Penalty: 4642.330078
	Iteration 41Q: 3 clusters Score -1477421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1477420.375000 Penalty: 4642.330078
	Iteration 42Q: 3 clusters Score -1477420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1477419.875000 Penalty: 4642.330078
	Iteration 43Q: 3 clusters Score -1477420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1477421.750000 Penalty: 4642.330078
	Iteration 44Q: 3 clusters Score -1477422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1477423.250000 Penalty: 4642.330078
	Iteration 45Q: 3 clusters Score -1477423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1477424.500000 Penalty: 4642.330078
	Iteration 46Q: 3 clusters Score -1477424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1477423.375000 Penalty: 4642.330078
	Iteration 47Q: 3 clusters Score -1477423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1477425.000000 Penalty: 4642.330078
	Iteration 48Q: 3 clusters Score -1477425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1477424.750000 Penalty: 4642.330078
	Iteration 49Q: 3 clusters Score -1477425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1477424.750000 Penalty: 4642.330078
	Iteration 50F: 3 clusters Score -1477425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Entering Unmasked Estep 
Score: -1456635.125000 Penalty: 2302.330566
	Iteration 0F: 2 clusters Score -1456635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1448438.375000 Penalty: 4604.661133
	Iteration 0F: 3 clusters Score -1448438 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1450809.875000 Penalty: 4604.661133
	Iteration 1F: 3 clusters Score -1450810 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1451218.000000 Penalty: 4604.661133
	Iteration 2F: 3 clusters Score -1451218 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1451513.375000 Penalty: 4604.661133
	Iteration 3F: 3 clusters Score -1451513 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1451720.750000 Penalty: 4604.661133
	Iteration 4Q: 3 clusters Score -1451721 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1451894.500000 Penalty: 4604.661133
	Iteration 5Q: 3 clusters Score -1451894 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1452074.125000 Penalty: 4604.661133
	Iteration 6Q: 3 clusters Score -1452074 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1452267.875000 Penalty: 4604.661133
	Iteration 7Q: 3 clusters Score -1452268 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1452484.000000 Penalty: 4604.661133
	Iteration 8Q: 3 clusters Score -1452484 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1452728.375000 Penalty: 4604.661133
	Iteration 9Q: 3 clusters Score -1452728 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1453004.125000 Penalty: 4604.661133
	Iteration 10Q: 3 clusters Score -1453004 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1453251.125000 Penalty: 4604.661133
	Iteration 11Q: 3 clusters Score -1453251 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1453467.250000 Penalty: 4604.661133
	Iteration 12Q: 3 clusters Score -1453467 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1453640.875000 Penalty: 4604.661133
	Iteration 13Q: 3 clusters Score -1453641 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1453800.250000 Penalty: 4604.661133
	Iteration 14Q: 3 clusters Score -1453800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1453899.250000 Penalty: 4604.661133
	Iteration 15Q: 3 clusters Score -1453899 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1453980.625000 Penalty: 4604.661133
	Iteration 16Q: 3 clusters Score -1453981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1454057.000000 Penalty: 4604.661133
	Iteration 17Q: 3 clusters Score -1454057 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1454126.875000 Penalty: 4604.661133
	Iteration 18Q: 3 clusters Score -1454127 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1454186.500000 Penalty: 4604.661133
	Iteration 19Q: 3 clusters Score -1454186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1454240.000000 Penalty: 4604.661133
	Iteration 20F: 3 clusters Score -1454240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1454285.500000 Penalty: 4604.661133
	Iteration 21Q: 3 clusters Score -1454286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1454321.250000 Penalty: 4604.661133
	Iteration 22Q: 3 clusters Score -1454321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1454354.000000 Penalty: 4604.661133
	Iteration 23Q: 3 clusters Score -1454354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1454382.000000 Penalty: 4604.661133
	Iteration 24Q: 3 clusters Score -1454382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1454399.875000 Penalty: 4604.661133
	Iteration 25Q: 3 clusters Score -1454400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1454424.250000 Penalty: 4604.661133
	Iteration 26Q: 3 clusters Score -1454424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1454450.625000 Penalty: 4604.661133
	Iteration 27Q: 3 clusters Score -1454451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1454469.375000 Penalty: 4604.661133
	Iteration 28Q: 3 clusters Score -1454469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1454488.125000 Penalty: 4604.661133
	Iteration 29Q: 3 clusters Score -1454488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1454495.625000 Penalty: 4604.661133
	Iteration 30Q: 3 clusters Score -1454496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1454506.375000 Penalty: 4604.661133
	Iteration 31Q: 3 clusters Score -1454506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1454517.500000 Penalty: 4604.661133
	Iteration 32Q: 3 clusters Score -1454518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1454524.125000 Penalty: 4604.661133
	Iteration 33Q: 3 clusters Score -1454524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1454521.000000 Penalty: 4604.661133
	Iteration 34Q: 3 clusters Score -1454521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1454525.000000 Penalty: 4604.661133
	Iteration 35Q: 3 clusters Score -1454525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1454529.750000 Penalty: 4604.661133
	Iteration 36Q: 3 clusters Score -1454530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1454532.375000 Penalty: 4604.661133
	Iteration 37Q: 3 clusters Score -1454532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1454533.500000 Penalty: 4604.661133
	Iteration 38Q: 3 clusters Score -1454534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1454537.250000 Penalty: 4604.661133
	Iteration 39Q: 3 clusters Score -1454537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1454539.625000 Penalty: 4604.661133
	Iteration 40F: 3 clusters Score -1454540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1454537.250000 Penalty: 4604.661133
	Iteration 41Q: 3 clusters Score -1454537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1454537.875000 Penalty: 4604.661133
	Iteration 42Q: 3 clusters Score -1454538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1454536.125000 Penalty: 4604.661133
	Iteration 43Q: 3 clusters Score -1454536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1454540.375000 Penalty: 4604.661133
	Iteration 44Q: 3 clusters Score -1454540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1454544.875000 Penalty: 4604.661133
	Iteration 45Q: 3 clusters Score -1454545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1454545.375000 Penalty: 4604.661133
	Iteration 46Q: 3 clusters Score -1454545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1454550.500000 Penalty: 4604.661133
	Iteration 47Q: 3 clusters Score -1454550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1454554.875000 Penalty: 4604.661133
	Iteration 48Q: 3 clusters Score -1454555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1454553.000000 Penalty: 4604.661133
	Iteration 49Q: 3 clusters Score -1454553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1454558.625000 Penalty: 4604.661133
	Iteration 50Q: 3 clusters Score -1454559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1454563.750000 Penalty: 4604.661133
	Iteration 51Q: 3 clusters Score -1454564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1454571.250000 Penalty: 4604.661133
	Iteration 52Q: 3 clusters Score -1454571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1454574.625000 Penalty: 4604.661133
	Iteration 53Q: 3 clusters Score -1454575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1454576.750000 Penalty: 4604.661133
	Iteration 54Q: 3 clusters Score -1454577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1454575.875000 Penalty: 4604.661133
	Iteration 55Q: 3 clusters Score -1454576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1454581.875000 Penalty: 4604.661133
	Iteration 56Q: 3 clusters Score -1454582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1454585.875000 Penalty: 4604.661133
	Iteration 57Q: 3 clusters Score -1454586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1454586.875000 Penalty: 4604.661133
	Iteration 58Q: 3 clusters Score -1454587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1454590.750000 Penalty: 4604.661133
	Iteration 59Q: 3 clusters Score -1454591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1454596.625000 Penalty: 4604.661133
	Iteration 60F: 3 clusters Score -1454597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1454598.125000 Penalty: 4604.661133
	Iteration 61Q: 3 clusters Score -1454598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1454605.625000 Penalty: 4604.661133
	Iteration 62Q: 3 clusters Score -1454606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1454608.375000 Penalty: 4604.661133
	Iteration 63Q: 3 clusters Score -1454608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1454612.250000 Penalty: 4604.661133
	Iteration 64Q: 3 clusters Score -1454612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1454614.625000 Penalty: 4604.661133
	Iteration 65Q: 3 clusters Score -1454615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1454621.000000 Penalty: 4604.661133
	Iteration 66Q: 3 clusters Score -1454621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1454625.250000 Penalty: 4604.661133
	Iteration 67Q: 3 clusters Score -1454625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1454631.250000 Penalty: 4604.661133
	Iteration 68Q: 3 clusters Score -1454631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1454633.250000 Penalty: 4604.661133
	Iteration 69Q: 3 clusters Score -1454633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1454637.125000 Penalty: 4604.661133
	Iteration 70Q: 3 clusters Score -1454637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1454645.000000 Penalty: 4604.661133
	Iteration 71Q: 3 clusters Score -1454645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1454650.250000 Penalty: 4604.661133
	Iteration 72Q: 3 clusters Score -1454650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1454649.375000 Penalty: 4604.661133
	Iteration 73Q: 3 clusters Score -1454649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1454650.250000 Penalty: 4604.661133
	Iteration 74Q: 3 clusters Score -1454650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1454649.000000 Penalty: 4604.661133
	Iteration 75Q: 3 clusters Score -1454649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1454653.250000 Penalty: 4604.661133
	Iteration 76Q: 3 clusters Score -1454653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1454652.750000 Penalty: 4604.661133
	Iteration 77Q: 3 clusters Score -1454653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1454652.625000 Penalty: 4604.661133
	Iteration 78Q: 3 clusters Score -1454653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1454654.125000 Penalty: 4604.661133
	Iteration 79Q: 3 clusters Score -1454654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1454656.375000 Penalty: 4604.661133
	Iteration 80F: 3 clusters Score -1454656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1454656.125000 Penalty: 4604.661133
	Iteration 81Q: 3 clusters Score -1454656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1454660.625000 Penalty: 4604.661133
	Iteration 82Q: 3 clusters Score -1454661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1454658.250000 Penalty: 4604.661133
	Iteration 83Q: 3 clusters Score -1454658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1454665.750000 Penalty: 4604.661133
	Iteration 84Q: 3 clusters Score -1454666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1454669.250000 Penalty: 4604.661133
	Iteration 85Q: 3 clusters Score -1454669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1454671.875000 Penalty: 4604.661133
	Iteration 86Q: 3 clusters Score -1454672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1454672.875000 Penalty: 4604.661133
	Iteration 87Q: 3 clusters Score -1454673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1454674.125000 Penalty: 4604.661133
	Iteration 88Q: 3 clusters Score -1454674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1454676.250000 Penalty: 4604.661133
	Iteration 89Q: 3 clusters Score -1454676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1454676.625000 Penalty: 4604.661133
	Iteration 90Q: 3 clusters Score -1454677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1454677.125000 Penalty: 4604.661133
	Iteration 91Q: 3 clusters Score -1454677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1454674.750000 Penalty: 4604.661133
	Iteration 92Q: 3 clusters Score -1454675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1454675.875000 Penalty: 4604.661133
	Iteration 93Q: 3 clusters Score -1454676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1454680.250000 Penalty: 4604.661133
	Iteration 94Q: 3 clusters Score -1454680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1454679.500000 Penalty: 4604.661133
	Iteration 95Q: 3 clusters Score -1454680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1454683.625000 Penalty: 4604.661133
	Iteration 96Q: 3 clusters Score -1454684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1454686.750000 Penalty: 4604.661133
	Iteration 97Q: 3 clusters Score -1454687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1454689.875000 Penalty: 4604.661133
	Iteration 98Q: 3 clusters Score -1454690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1454690.625000 Penalty: 4604.661133
	Iteration 99Q: 3 clusters Score -1454691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1454692.375000 Penalty: 4604.661133
	Iteration 100F: 3 clusters Score -1454692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1454693.250000 Penalty: 4604.661133
	Iteration 101Q: 3 clusters Score -1454693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1454693.250000 Penalty: 4604.661133
	Iteration 102F: 3 clusters Score -1454693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -663703.125000 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -663703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -659392.000000 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -659392 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -660407.375000 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -660407.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -660730.562500 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -660730.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -661060.875000 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -661060.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -661350.875000 Penalty: 4194.470215
	Iteration 4F: 3 clusters Score -661350.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -661566.375000 Penalty: 4194.470215
	Iteration 5F: 3 clusters Score -661566.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -661782.250000 Penalty: 4194.470215
	Iteration 6F: 3 clusters Score -661782.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -661954.375000 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -661954.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -662075.875000 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -662075.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -662191.187500 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -662191.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -662268.437500 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -662268.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -662310.187500 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -662310.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -662338.250000 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -662338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -662361.875000 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -662361.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -662376.250000 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -662376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -662384.125000 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -662384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -662388.312500 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -662388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -662390.437500 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -662390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -662391.625000 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -662391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -662392.687500 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -662392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -662396.000000 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -662396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -662399.062500 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -662399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -662401.000000 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -662401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -662402.500000 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -662402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -662403.125000 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -662403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -662403.875000 Penalty: 4194.470215
	Iteration 25Q: 3 clusters Score -662403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -662404.375000 Penalty: 4194.470215
	Iteration 26Q: 3 clusters Score -662404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -662405.062500 Penalty: 4194.470215
	Iteration 27Q: 3 clusters Score -662405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -662405.187500 Penalty: 4194.470215
	Iteration 28Q: 3 clusters Score -662405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -662405.000000 Penalty: 4194.470215
	Iteration 29Q: 3 clusters Score -662405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -662405.000000 Penalty: 4194.470215
	Iteration 30F: 3 clusters Score -662405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Entering Unmasked Estep 
Score: -3455858.250000 Penalty: 2497.417236
	Iteration 0F: 2 clusters Score -3455858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3439581.250000 Penalty: 4994.834473
	Iteration 0F: 3 clusters Score -3439581 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3445241.000000 Penalty: 4994.834473
	Iteration 1F: 3 clusters Score -3445241 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3445744.000000 Penalty: 4994.834473
	Iteration 2F: 3 clusters Score -3445744 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3446303.500000 Penalty: 4994.834473
	Iteration 3F: 3 clusters Score -3446304 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3446959.250000 Penalty: 4994.834473
	Iteration 4F: 3 clusters Score -3446959 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3447736.250000 Penalty: 4994.834473
	Iteration 5F: 3 clusters Score -3447736 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3448644.750000 Penalty: 4994.834473
	Iteration 6F: 3 clusters Score -3448645 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3449583.250000 Penalty: 4994.834473
	Iteration 7F: 3 clusters Score -3449583 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3450455.250000 Penalty: 4994.834473
	Iteration 8F: 3 clusters Score -3450455 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3451319.500000 Penalty: 4994.834473
	Iteration 9Q: 3 clusters Score -3451320 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3452027.750000 Penalty: 4994.834473
	Iteration 10Q: 3 clusters Score -3452028 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3452451.500000 Penalty: 4994.834473
	Iteration 11Q: 3 clusters Score -3452452 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3452695.000000 Penalty: 4994.834473
	Iteration 12Q: 3 clusters Score -3452695 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3452865.250000 Penalty: 4994.834473
	Iteration 13Q: 3 clusters Score -3452865 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3452970.500000 Penalty: 4994.834473
	Iteration 14Q: 3 clusters Score -3452970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3453062.250000 Penalty: 4994.834473
	Iteration 15Q: 3 clusters Score -3453062 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3453131.750000 Penalty: 4994.834473
	Iteration 16Q: 3 clusters Score -3453132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3453168.250000 Penalty: 4994.834473
	Iteration 17Q: 3 clusters Score -3453168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3453218.250000 Penalty: 4994.834473
	Iteration 18Q: 3 clusters Score -3453218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3453246.000000 Penalty: 4994.834473
	Iteration 19Q: 3 clusters Score -3453246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3453274.250000 Penalty: 4994.834473
	Iteration 20F: 3 clusters Score -3453274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3453301.500000 Penalty: 4994.834473
	Iteration 21Q: 3 clusters Score -3453302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3453320.250000 Penalty: 4994.834473
	Iteration 22Q: 3 clusters Score -3453320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3453345.250000 Penalty: 4994.834473
	Iteration 23Q: 3 clusters Score -3453345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3453362.250000 Penalty: 4994.834473
	Iteration 24Q: 3 clusters Score -3453362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3453381.500000 Penalty: 4994.834473
	Iteration 25Q: 3 clusters Score -3453382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3453396.250000 Penalty: 4994.834473
	Iteration 26Q: 3 clusters Score -3453396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3453409.000000 Penalty: 4994.834473
	Iteration 27Q: 3 clusters Score -3453409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3453420.500000 Penalty: 4994.834473
	Iteration 28Q: 3 clusters Score -3453420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3453433.250000 Penalty: 4994.834473
	Iteration 29Q: 3 clusters Score -3453433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3453439.250000 Penalty: 4994.834473
	Iteration 30Q: 3 clusters Score -3453439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3453460.250000 Penalty: 4994.834473
	Iteration 31Q: 3 clusters Score -3453460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3453473.000000 Penalty: 4994.834473
	Iteration 32Q: 3 clusters Score -3453473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3453486.500000 Penalty: 4994.834473
	Iteration 33Q: 3 clusters Score -3453486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3453484.250000 Penalty: 4994.834473
	Iteration 34Q: 3 clusters Score -3453484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3453500.750000 Penalty: 4994.834473
	Iteration 35Q: 3 clusters Score -3453501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3453506.750000 Penalty: 4994.834473
	Iteration 36Q: 3 clusters Score -3453507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3453504.750000 Penalty: 4994.834473
	Iteration 37Q: 3 clusters Score -3453505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3453509.750000 Penalty: 4994.834473
	Iteration 38Q: 3 clusters Score -3453510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3453527.250000 Penalty: 4994.834473
	Iteration 39Q: 3 clusters Score -3453527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3453537.500000 Penalty: 4994.834473
	Iteration 40F: 3 clusters Score -3453538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3453542.500000 Penalty: 4994.834473
	Iteration 41Q: 3 clusters Score -3453542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3453548.250000 Penalty: 4994.834473
	Iteration 42Q: 3 clusters Score -3453548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3453554.500000 Penalty: 4994.834473
	Iteration 43Q: 3 clusters Score -3453554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3453556.500000 Penalty: 4994.834473
	Iteration 44Q: 3 clusters Score -3453556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3453563.250000 Penalty: 4994.834473
	Iteration 45Q: 3 clusters Score -3453563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3453576.750000 Penalty: 4994.834473
	Iteration 46Q: 3 clusters Score -3453577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3453590.250000 Penalty: 4994.834473
	Iteration 47Q: 3 clusters Score -3453590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3453606.500000 Penalty: 4994.834473
	Iteration 48Q: 3 clusters Score -3453606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3453616.500000 Penalty: 4994.834473
	Iteration 49Q: 3 clusters Score -3453616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3453635.250000 Penalty: 4994.834473
	Iteration 50Q: 3 clusters Score -3453635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3453627.500000 Penalty: 4994.834473
	Iteration 51Q: 3 clusters Score -3453628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3453638.500000 Penalty: 4994.834473
	Iteration 52Q: 3 clusters Score -3453638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3453642.000000 Penalty: 4994.834473
	Iteration 53Q: 3 clusters Score -3453642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3453641.750000 Penalty: 4994.834473
	Iteration 54Q: 3 clusters Score -3453642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3453646.750000 Penalty: 4994.834473
	Iteration 55Q: 3 clusters Score -3453647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3453644.250000 Penalty: 4994.834473
	Iteration 56Q: 3 clusters Score -3453644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3453645.750000 Penalty: 4994.834473
	Iteration 57Q: 3 clusters Score -3453646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3453641.500000 Penalty: 4994.834473
	Iteration 58Q: 3 clusters Score -3453642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3453642.000000 Penalty: 4994.834473
	Iteration 59Q: 3 clusters Score -3453642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3453643.000000 Penalty: 4994.834473
	Iteration 60F: 3 clusters Score -3453643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3453652.750000 Penalty: 4994.834473
	Iteration 61Q: 3 clusters Score -3453653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3453647.500000 Penalty: 4994.834473
	Iteration 62Q: 3 clusters Score -3453648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3453652.500000 Penalty: 4994.834473
	Iteration 63Q: 3 clusters Score -3453652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3453653.750000 Penalty: 4994.834473
	Iteration 64Q: 3 clusters Score -3453654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3453653.750000 Penalty: 4994.834473
	Iteration 65Q: 3 clusters Score -3453654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3453656.750000 Penalty: 4994.834473
	Iteration 66Q: 3 clusters Score -3453657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3453657.250000 Penalty: 4994.834473
	Iteration 67Q: 3 clusters Score -3453657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3453664.250000 Penalty: 4994.834473
	Iteration 68Q: 3 clusters Score -3453664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3453661.250000 Penalty: 4994.834473
	Iteration 69Q: 3 clusters Score -3453661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3453660.000000 Penalty: 4994.834473
	Iteration 70Q: 3 clusters Score -3453660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3453663.250000 Penalty: 4994.834473
	Iteration 71Q: 3 clusters Score -3453663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3453661.750000 Penalty: 4994.834473
	Iteration 72Q: 3 clusters Score -3453662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3453666.000000 Penalty: 4994.834473
	Iteration 73Q: 3 clusters Score -3453666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3453667.250000 Penalty: 4994.834473
	Iteration 74Q: 3 clusters Score -3453667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3453670.750000 Penalty: 4994.834473
	Iteration 75Q: 3 clusters Score -3453671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3453671.500000 Penalty: 4994.834473
	Iteration 76Q: 3 clusters Score -3453672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3453672.750000 Penalty: 4994.834473
	Iteration 77Q: 3 clusters Score -3453673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3453673.000000 Penalty: 4994.834473
	Iteration 78Q: 3 clusters Score -3453673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3453670.750000 Penalty: 4994.834473
	Iteration 79Q: 3 clusters Score -3453671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3453671.750000 Penalty: 4994.834473
	Iteration 80F: 3 clusters Score -3453672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3453679.000000 Penalty: 4994.834473
	Iteration 81Q: 3 clusters Score -3453679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3453679.750000 Penalty: 4994.834473
	Iteration 82Q: 3 clusters Score -3453680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3453683.750000 Penalty: 4994.834473
	Iteration 83Q: 3 clusters Score -3453684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3453679.500000 Penalty: 4994.834473
	Iteration 84Q: 3 clusters Score -3453680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3453678.500000 Penalty: 4994.834473
	Iteration 85Q: 3 clusters Score -3453678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3453678.250000 Penalty: 4994.834473
	Iteration 86Q: 3 clusters Score -3453678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3453679.000000 Penalty: 4994.834473
	Iteration 87Q: 3 clusters Score -3453679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3453677.750000 Penalty: 4994.834473
	Iteration 88Q: 3 clusters Score -3453678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3453682.750000 Penalty: 4994.834473
	Iteration 89Q: 3 clusters Score -3453683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3453683.000000 Penalty: 4994.834473
	Iteration 90Q: 3 clusters Score -3453683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3453684.000000 Penalty: 4994.834473
	Iteration 91Q: 3 clusters Score -3453684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3453679.000000 Penalty: 4994.834473
	Iteration 92Q: 3 clusters Score -3453679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3453689.750000 Penalty: 4994.834473
	Iteration 93Q: 3 clusters Score -3453690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3453691.000000 Penalty: 4994.834473
	Iteration 94Q: 3 clusters Score -3453691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3453696.000000 Penalty: 4994.834473
	Iteration 95Q: 3 clusters Score -3453696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3453696.500000 Penalty: 4994.834473
	Iteration 96Q: 3 clusters Score -3453696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3453702.000000 Penalty: 4994.834473
	Iteration 97Q: 3 clusters Score -3453702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3453703.500000 Penalty: 4994.834473
	Iteration 98Q: 3 clusters Score -3453704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3453697.500000 Penalty: 4994.834473
	Iteration 99Q: 3 clusters Score -3453698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3453702.250000 Penalty: 4994.834473
	Iteration 100F: 3 clusters Score -3453702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3453704.750000 Penalty: 4994.834473
	Iteration 101Q: 3 clusters Score -3453705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3453706.000000 Penalty: 4994.834473
	Iteration 102Q: 3 clusters Score -3453706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3453702.000000 Penalty: 4994.834473
	Iteration 103Q: 3 clusters Score -3453702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3453709.500000 Penalty: 4994.834473
	Iteration 104Q: 3 clusters Score -3453710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3453708.500000 Penalty: 4994.834473
	Iteration 105Q: 3 clusters Score -3453708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3453711.500000 Penalty: 4994.834473
	Iteration 106Q: 3 clusters Score -3453712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3453713.000000 Penalty: 4994.834473
	Iteration 107Q: 3 clusters Score -3453713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3453709.250000 Penalty: 4994.834473
	Iteration 108Q: 3 clusters Score -3453709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3453706.750000 Penalty: 4994.834473
	Iteration 109Q: 3 clusters Score -3453707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3453707.250000 Penalty: 4994.834473
	Iteration 110Q: 3 clusters Score -3453707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3453712.750000 Penalty: 4994.834473
	Iteration 111Q: 3 clusters Score -3453713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3453710.500000 Penalty: 4994.834473
	Iteration 112Q: 3 clusters Score -3453710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3453709.500000 Penalty: 4994.834473
	Iteration 113Q: 3 clusters Score -3453710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3453710.500000 Penalty: 4994.834473
	Iteration 114Q: 3 clusters Score -3453710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3453715.250000 Penalty: 4994.834473
	Iteration 115Q: 3 clusters Score -3453715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3453713.750000 Penalty: 4994.834473
	Iteration 116Q: 3 clusters Score -3453714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3453713.750000 Penalty: 4994.834473
	Iteration 117Q: 3 clusters Score -3453714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3453714.750000 Penalty: 4994.834473
	Iteration 118Q: 3 clusters Score -3453715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3453715.500000 Penalty: 4994.834473
	Iteration 119Q: 3 clusters Score -3453716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3453713.250000 Penalty: 4994.834473
	Iteration 120F: 3 clusters Score -3453713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3453713.750000 Penalty: 4994.834473
	Iteration 121Q: 3 clusters Score -3453714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3453714.750000 Penalty: 4994.834473
	Iteration 122Q: 3 clusters Score -3453715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3453716.500000 Penalty: 4994.834473
	Iteration 123Q: 3 clusters Score -3453716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3453720.250000 Penalty: 4994.834473
	Iteration 124Q: 3 clusters Score -3453720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3453720.250000 Penalty: 4994.834473
	Iteration 125F: 3 clusters Score -3453720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40581.468750 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40581.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40700.273438 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40700.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40759.593750 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40759.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40815.144531 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40815.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40833.277344 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40833.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40835.578125 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40835.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40835.578125 Penalty: 2865.715576
	Iteration 6F: 3 clusters Score -40835.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (140677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140677 members 
Entering Unmasked Estep 
Score: -20623464.000000 Penalty: 2939.846924
	Iteration 0F: 2 clusters Score -2.062346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -20533494.000000 Penalty: 5879.693848
	Iteration 0F: 3 clusters Score -2.053349e+07 nChanged 67137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -20572534.000000 Penalty: 5879.693848
	Iteration 1F: 3 clusters Score -2.057253e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -20573880.000000 Penalty: 5879.693848
	Iteration 2Q: 3 clusters Score -2.057388e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -20575676.000000 Penalty: 5879.693848
	Iteration 3Q: 3 clusters Score -2.057568e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -20578738.000000 Penalty: 5879.693848
	Iteration 4Q: 3 clusters Score -2.057874e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -20584126.000000 Penalty: 5879.693848
	Iteration 5F: 3 clusters Score -2.058413e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -20592170.000000 Penalty: 5879.693848
	Iteration 6F: 3 clusters Score -2.059217e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -20601842.000000 Penalty: 5879.693848
	Iteration 7F: 3 clusters Score -2.060184e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -20610688.000000 Penalty: 5879.693848
	Iteration 8F: 3 clusters Score -2.061069e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -20616310.000000 Penalty: 5879.693848
	Iteration 9F: 3 clusters Score -2.061631e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125844 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -20619052.000000 Penalty: 5879.693848
	Iteration 10Q: 3 clusters Score -2.061905e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -20620020.000000 Penalty: 5879.693848
	Iteration 11Q: 3 clusters Score -2.062002e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -20620348.000000 Penalty: 5879.693848
	Iteration 12Q: 3 clusters Score -2.062035e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -20620712.000000 Penalty: 5879.693848
	Iteration 13Q: 3 clusters Score -2.062071e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -20620906.000000 Penalty: 5879.693848
	Iteration 14Q: 3 clusters Score -2.062091e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135191 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -20621108.000000 Penalty: 5879.693848
	Iteration 15Q: 3 clusters Score -2.062111e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -20621244.000000 Penalty: 5879.693848
	Iteration 16Q: 3 clusters Score -2.062124e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -20621314.000000 Penalty: 5879.693848
	Iteration 17Q: 3 clusters Score -2.062131e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137235 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -20621394.000000 Penalty: 5879.693848
	Iteration 18Q: 3 clusters Score -2.062139e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -20621450.000000 Penalty: 5879.693848
	Iteration 19Q: 3 clusters Score -2.062145e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20621464.000000 Penalty: 5879.693848
	Iteration 20F: 3 clusters Score -2.062146e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20621430.000000 Penalty: 5879.693848
	Iteration 21Q: 3 clusters Score -2.062143e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20621422.000000 Penalty: 5879.693848
	Iteration 22Q: 3 clusters Score -2.062142e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20621394.000000 Penalty: 5879.693848
	Iteration 23Q: 3 clusters Score -2.062139e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138763 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20621426.000000 Penalty: 5879.693848
	Iteration 24Q: 3 clusters Score -2.062143e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20621438.000000 Penalty: 5879.693848
	Iteration 25Q: 3 clusters Score -2.062144e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20621446.000000 Penalty: 5879.693848
	Iteration 26Q: 3 clusters Score -2.062145e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -20621464.000000 Penalty: 5879.693848
	Iteration 27Q: 3 clusters Score -2.062146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20621490.000000 Penalty: 5879.693848
	Iteration 28Q: 3 clusters Score -2.062149e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20621488.000000 Penalty: 5879.693848
	Iteration 29Q: 3 clusters Score -2.062149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20621490.000000 Penalty: 5879.693848
	Iteration 30Q: 3 clusters Score -2.062149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20621478.000000 Penalty: 5879.693848
	Iteration 31Q: 3 clusters Score -2.062148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20621498.000000 Penalty: 5879.693848
	Iteration 32Q: 3 clusters Score -2.06215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139336 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20621510.000000 Penalty: 5879.693848
	Iteration 33Q: 3 clusters Score -2.062151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20621506.000000 Penalty: 5879.693848
	Iteration 34Q: 3 clusters Score -2.062151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20621492.000000 Penalty: 5879.693848
	Iteration 35Q: 3 clusters Score -2.062149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139395 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20621496.000000 Penalty: 5879.693848
	Iteration 36Q: 3 clusters Score -2.06215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139407 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20621502.000000 Penalty: 5879.693848
	Iteration 37Q: 3 clusters Score -2.06215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20621480.000000 Penalty: 5879.693848
	Iteration 38Q: 3 clusters Score -2.062148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139426 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20621474.000000 Penalty: 5879.693848
	Iteration 39Q: 3 clusters Score -2.062147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20621474.000000 Penalty: 5879.693848
	Iteration 40F: 3 clusters Score -2.062147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20621480.000000 Penalty: 5879.693848
	Iteration 41Q: 3 clusters Score -2.062148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20621498.000000 Penalty: 5879.693848
	Iteration 42Q: 3 clusters Score -2.06215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20621512.000000 Penalty: 5879.693848
	Iteration 43Q: 3 clusters Score -2.062151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139490 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20621488.000000 Penalty: 5879.693848
	Iteration 44Q: 3 clusters Score -2.062149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20621474.000000 Penalty: 5879.693848
	Iteration 45Q: 3 clusters Score -2.062147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20621480.000000 Penalty: 5879.693848
	Iteration 46Q: 3 clusters Score -2.062148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20621474.000000 Penalty: 5879.693848
	Iteration 47Q: 3 clusters Score -2.062147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139535 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20621476.000000 Penalty: 5879.693848
	Iteration 48Q: 3 clusters Score -2.062148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20621486.000000 Penalty: 5879.693848
	Iteration 49Q: 3 clusters Score -2.062149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139552 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20621476.000000 Penalty: 5879.693848
	Iteration 50Q: 3 clusters Score -2.062148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20621478.000000 Penalty: 5879.693848
	Iteration 51Q: 3 clusters Score -2.062148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20621480.000000 Penalty: 5879.693848
	Iteration 52Q: 3 clusters Score -2.062148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139577 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20621490.000000 Penalty: 5879.693848
	Iteration 53Q: 3 clusters Score -2.062149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20621482.000000 Penalty: 5879.693848
	Iteration 54Q: 3 clusters Score -2.062148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20621486.000000 Penalty: 5879.693848
	Iteration 55Q: 3 clusters Score -2.062149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139611 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20621464.000000 Penalty: 5879.693848
	Iteration 56Q: 3 clusters Score -2.062146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139617 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -20621470.000000 Penalty: 5879.693848
	Iteration 57Q: 3 clusters Score -2.062147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20621474.000000 Penalty: 5879.693848
	Iteration 58Q: 3 clusters Score -2.062147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20621476.000000 Penalty: 5879.693848
	Iteration 59Q: 3 clusters Score -2.062148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139640 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20621496.000000 Penalty: 5879.693848
	Iteration 60F: 3 clusters Score -2.06215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20621488.000000 Penalty: 5879.693848
	Iteration 61Q: 3 clusters Score -2.062149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139651 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20621494.000000 Penalty: 5879.693848
	Iteration 62Q: 3 clusters Score -2.062149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139661 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20621488.000000 Penalty: 5879.693848
	Iteration 63Q: 3 clusters Score -2.062149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139663 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20621500.000000 Penalty: 5879.693848
	Iteration 64Q: 3 clusters Score -2.06215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20621490.000000 Penalty: 5879.693848
	Iteration 65Q: 3 clusters Score -2.062149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -20621484.000000 Penalty: 5879.693848
	Iteration 66Q: 3 clusters Score -2.062148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139671 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20621498.000000 Penalty: 5879.693848
	Iteration 67Q: 3 clusters Score -2.06215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20621524.000000 Penalty: 5879.693848
	Iteration 68Q: 3 clusters Score -2.062152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139681 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 69Q: 3 clusters Score -2.062151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 70Q: 3 clusters Score -2.062151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139686 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20621506.000000 Penalty: 5879.693848
	Iteration 71Q: 3 clusters Score -2.062151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 72Q: 3 clusters Score -2.062151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139697 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20621506.000000 Penalty: 5879.693848
	Iteration 73Q: 3 clusters Score -2.062151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20621528.000000 Penalty: 5879.693848
	Iteration 74Q: 3 clusters Score -2.062153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20621506.000000 Penalty: 5879.693848
	Iteration 75Q: 3 clusters Score -2.062151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20621514.000000 Penalty: 5879.693848
	Iteration 76Q: 3 clusters Score -2.062151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139713 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20621518.000000 Penalty: 5879.693848
	Iteration 77Q: 3 clusters Score -2.062152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20621512.000000 Penalty: 5879.693848
	Iteration 78Q: 3 clusters Score -2.062151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 79Q: 3 clusters Score -2.062151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20621512.000000 Penalty: 5879.693848
	Iteration 80F: 3 clusters Score -2.062151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20621502.000000 Penalty: 5879.693848
	Iteration 81Q: 3 clusters Score -2.06215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20621500.000000 Penalty: 5879.693848
	Iteration 82Q: 3 clusters Score -2.06215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 83Q: 3 clusters Score -2.062151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20621506.000000 Penalty: 5879.693848
	Iteration 84Q: 3 clusters Score -2.062151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20621520.000000 Penalty: 5879.693848
	Iteration 85Q: 3 clusters Score -2.062152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20621520.000000 Penalty: 5879.693848
	Iteration 86Q: 3 clusters Score -2.062152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139735 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20621516.000000 Penalty: 5879.693848
	Iteration 87Q: 3 clusters Score -2.062152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139738 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 88Q: 3 clusters Score -2.062151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20621514.000000 Penalty: 5879.693848
	Iteration 89Q: 3 clusters Score -2.062151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20621516.000000 Penalty: 5879.693848
	Iteration 90Q: 3 clusters Score -2.062152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 91Q: 3 clusters Score -2.062151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20621508.000000 Penalty: 5879.693848
	Iteration 92F: 3 clusters Score -2.062151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Entering Unmasked Estep 
Score: -4921283.500000 Penalty: 2582.210938
	Iteration 0F: 2 clusters Score -4921284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4898645.000000 Penalty: 5164.421875
	Iteration 0F: 3 clusters Score -4898645 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4906923.500000 Penalty: 5164.421875
	Iteration 1F: 3 clusters Score -4906924 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4907441.500000 Penalty: 5164.421875
	Iteration 2Q: 3 clusters Score -4907442 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4907991.000000 Penalty: 5164.421875
	Iteration 3Q: 3 clusters Score -4907991 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4908589.000000 Penalty: 5164.421875
	Iteration 4Q: 3 clusters Score -4908589 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4909489.500000 Penalty: 5164.421875
	Iteration 5F: 3 clusters Score -4909490 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4910830.000000 Penalty: 5164.421875
	Iteration 6F: 3 clusters Score -4910830 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4912521.000000 Penalty: 5164.421875
	Iteration 7F: 3 clusters Score -4912521 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4914519.500000 Penalty: 5164.421875
	Iteration 8F: 3 clusters Score -4914520 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4916186.500000 Penalty: 5164.421875
	Iteration 9F: 3 clusters Score -4916186 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -4917102.500000 Penalty: 5164.421875
	Iteration 10Q: 3 clusters Score -4917102 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4917522.000000 Penalty: 5164.421875
	Iteration 11Q: 3 clusters Score -4917522 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4917746.000000 Penalty: 5164.421875
	Iteration 12Q: 3 clusters Score -4917746 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4917919.500000 Penalty: 5164.421875
	Iteration 13Q: 3 clusters Score -4917920 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4918055.500000 Penalty: 5164.421875
	Iteration 14Q: 3 clusters Score -4918056 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4918140.500000 Penalty: 5164.421875
	Iteration 15Q: 3 clusters Score -4918140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4918215.500000 Penalty: 5164.421875
	Iteration 16Q: 3 clusters Score -4918216 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4918286.500000 Penalty: 5164.421875
	Iteration 17Q: 3 clusters Score -4918286 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4918344.000000 Penalty: 5164.421875
	Iteration 18Q: 3 clusters Score -4918344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4918404.000000 Penalty: 5164.421875
	Iteration 19Q: 3 clusters Score -4918404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4918455.500000 Penalty: 5164.421875
	Iteration 20F: 3 clusters Score -4918456 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4918482.000000 Penalty: 5164.421875
	Iteration 21Q: 3 clusters Score -4918482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4918487.500000 Penalty: 5164.421875
	Iteration 22Q: 3 clusters Score -4918488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4918527.000000 Penalty: 5164.421875
	Iteration 23Q: 3 clusters Score -4918527 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4918556.000000 Penalty: 5164.421875
	Iteration 24Q: 3 clusters Score -4918556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4918567.500000 Penalty: 5164.421875
	Iteration 25Q: 3 clusters Score -4918568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4918600.500000 Penalty: 5164.421875
	Iteration 26Q: 3 clusters Score -4918600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4918607.500000 Penalty: 5164.421875
	Iteration 27Q: 3 clusters Score -4918608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4918638.500000 Penalty: 5164.421875
	Iteration 28Q: 3 clusters Score -4918638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4918653.500000 Penalty: 5164.421875
	Iteration 29Q: 3 clusters Score -4918654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4918685.500000 Penalty: 5164.421875
	Iteration 30Q: 3 clusters Score -4918686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4918725.000000 Penalty: 5164.421875
	Iteration 31Q: 3 clusters Score -4918725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4918751.500000 Penalty: 5164.421875
	Iteration 32Q: 3 clusters Score -4918752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4918747.000000 Penalty: 5164.421875
	Iteration 33Q: 3 clusters Score -4918747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4918768.500000 Penalty: 5164.421875
	Iteration 34Q: 3 clusters Score -4918768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4918793.500000 Penalty: 5164.421875
	Iteration 35Q: 3 clusters Score -4918794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4918819.500000 Penalty: 5164.421875
	Iteration 36Q: 3 clusters Score -4918820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4918849.500000 Penalty: 5164.421875
	Iteration 37Q: 3 clusters Score -4918850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4918857.500000 Penalty: 5164.421875
	Iteration 38Q: 3 clusters Score -4918858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4918885.000000 Penalty: 5164.421875
	Iteration 39Q: 3 clusters Score -4918885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4918912.000000 Penalty: 5164.421875
	Iteration 40F: 3 clusters Score -4918912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4918925.500000 Penalty: 5164.421875
	Iteration 41Q: 3 clusters Score -4918926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4918929.000000 Penalty: 5164.421875
	Iteration 42Q: 3 clusters Score -4918929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4918938.000000 Penalty: 5164.421875
	Iteration 43Q: 3 clusters Score -4918938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4918953.500000 Penalty: 5164.421875
	Iteration 44Q: 3 clusters Score -4918954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4918952.500000 Penalty: 5164.421875
	Iteration 45Q: 3 clusters Score -4918952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4918956.500000 Penalty: 5164.421875
	Iteration 46Q: 3 clusters Score -4918956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4918959.500000 Penalty: 5164.421875
	Iteration 47Q: 3 clusters Score -4918960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4918973.000000 Penalty: 5164.421875
	Iteration 48Q: 3 clusters Score -4918973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4918971.500000 Penalty: 5164.421875
	Iteration 49Q: 3 clusters Score -4918972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4918988.500000 Penalty: 5164.421875
	Iteration 50Q: 3 clusters Score -4918988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4918991.500000 Penalty: 5164.421875
	Iteration 51Q: 3 clusters Score -4918992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4918990.000000 Penalty: 5164.421875
	Iteration 52Q: 3 clusters Score -4918990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4919002.000000 Penalty: 5164.421875
	Iteration 53Q: 3 clusters Score -4919002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4919007.500000 Penalty: 5164.421875
	Iteration 54Q: 3 clusters Score -4919008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4919008.500000 Penalty: 5164.421875
	Iteration 55Q: 3 clusters Score -4919008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -4919021.000000 Penalty: 5164.421875
	Iteration 56Q: 3 clusters Score -4919021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4919028.500000 Penalty: 5164.421875
	Iteration 57Q: 3 clusters Score -4919028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4919029.000000 Penalty: 5164.421875
	Iteration 58Q: 3 clusters Score -4919029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4919036.000000 Penalty: 5164.421875
	Iteration 59Q: 3 clusters Score -4919036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4919044.500000 Penalty: 5164.421875
	Iteration 60F: 3 clusters Score -4919044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4919045.000000 Penalty: 5164.421875
	Iteration 61Q: 3 clusters Score -4919045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4919042.500000 Penalty: 5164.421875
	Iteration 62Q: 3 clusters Score -4919042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4919060.500000 Penalty: 5164.421875
	Iteration 63Q: 3 clusters Score -4919060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4919055.000000 Penalty: 5164.421875
	Iteration 64Q: 3 clusters Score -4919055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4919058.500000 Penalty: 5164.421875
	Iteration 65Q: 3 clusters Score -4919058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4919067.500000 Penalty: 5164.421875
	Iteration 66Q: 3 clusters Score -4919068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4919059.000000 Penalty: 5164.421875
	Iteration 67Q: 3 clusters Score -4919059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4919066.000000 Penalty: 5164.421875
	Iteration 68Q: 3 clusters Score -4919066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4919071.000000 Penalty: 5164.421875
	Iteration 69Q: 3 clusters Score -4919071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4919075.000000 Penalty: 5164.421875
	Iteration 70Q: 3 clusters Score -4919075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4919067.000000 Penalty: 5164.421875
	Iteration 71Q: 3 clusters Score -4919067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4919076.000000 Penalty: 5164.421875
	Iteration 72Q: 3 clusters Score -4919076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4919076.000000 Penalty: 5164.421875
	Iteration 73Q: 3 clusters Score -4919076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4919074.000000 Penalty: 5164.421875
	Iteration 74Q: 3 clusters Score -4919074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4919067.500000 Penalty: 5164.421875
	Iteration 75Q: 3 clusters Score -4919068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4919074.500000 Penalty: 5164.421875
	Iteration 76Q: 3 clusters Score -4919074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4919075.000000 Penalty: 5164.421875
	Iteration 77Q: 3 clusters Score -4919075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4919075.000000 Penalty: 5164.421875
	Iteration 78Q: 3 clusters Score -4919075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4919079.000000 Penalty: 5164.421875
	Iteration 79Q: 3 clusters Score -4919079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4919080.000000 Penalty: 5164.421875
	Iteration 80F: 3 clusters Score -4919080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4919082.000000 Penalty: 5164.421875
	Iteration 81Q: 3 clusters Score -4919082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4919090.000000 Penalty: 5164.421875
	Iteration 82Q: 3 clusters Score -4919090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4919088.500000 Penalty: 5164.421875
	Iteration 83Q: 3 clusters Score -4919088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4919094.000000 Penalty: 5164.421875
	Iteration 84Q: 3 clusters Score -4919094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4919093.000000 Penalty: 5164.421875
	Iteration 85Q: 3 clusters Score -4919093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4919093.000000 Penalty: 5164.421875
	Iteration 86F: 3 clusters Score -4919093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Entering Unmasked Estep 
Score: -1489974.375000 Penalty: 2296.429688
	Iteration 0F: 2 clusters Score -1489974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1482023.250000 Penalty: 4592.859375
	Iteration 0F: 3 clusters Score -1482023 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1484584.375000 Penalty: 4592.859375
	Iteration 1F: 3 clusters Score -1484584 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1485083.875000 Penalty: 4592.859375
	Iteration 2F: 3 clusters Score -1485084 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1485502.500000 Penalty: 4592.859375
	Iteration 3F: 3 clusters Score -1485502 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1485902.625000 Penalty: 4592.859375
	Iteration 4F: 3 clusters Score -1485903 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1486277.250000 Penalty: 4592.859375
	Iteration 5F: 3 clusters Score -1486277 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1486606.750000 Penalty: 4592.859375
	Iteration 6Q: 3 clusters Score -1486607 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1486816.250000 Penalty: 4592.859375
	Iteration 7Q: 3 clusters Score -1486816 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1486994.000000 Penalty: 4592.859375
	Iteration 8Q: 3 clusters Score -1486994 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1487156.875000 Penalty: 4592.859375
	Iteration 9Q: 3 clusters Score -1487157 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1487274.125000 Penalty: 4592.859375
	Iteration 10Q: 3 clusters Score -1487274 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1487368.375000 Penalty: 4592.859375
	Iteration 11Q: 3 clusters Score -1487368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1487429.625000 Penalty: 4592.859375
	Iteration 12Q: 3 clusters Score -1487430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1487475.250000 Penalty: 4592.859375
	Iteration 13Q: 3 clusters Score -1487475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1487520.125000 Penalty: 4592.859375
	Iteration 14Q: 3 clusters Score -1487520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1487559.375000 Penalty: 4592.859375
	Iteration 15Q: 3 clusters Score -1487559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1487600.875000 Penalty: 4592.859375
	Iteration 16Q: 3 clusters Score -1487601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1487634.250000 Penalty: 4592.859375
	Iteration 17Q: 3 clusters Score -1487634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1487673.000000 Penalty: 4592.859375
	Iteration 18Q: 3 clusters Score -1487673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1487713.125000 Penalty: 4592.859375
	Iteration 19Q: 3 clusters Score -1487713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1487743.125000 Penalty: 4592.859375
	Iteration 20F: 3 clusters Score -1487743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1487762.000000 Penalty: 4592.859375
	Iteration 21Q: 3 clusters Score -1487762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1487784.250000 Penalty: 4592.859375
	Iteration 22Q: 3 clusters Score -1487784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1487803.750000 Penalty: 4592.859375
	Iteration 23Q: 3 clusters Score -1487804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1487824.375000 Penalty: 4592.859375
	Iteration 24Q: 3 clusters Score -1487824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1487832.875000 Penalty: 4592.859375
	Iteration 25Q: 3 clusters Score -1487833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1487848.625000 Penalty: 4592.859375
	Iteration 26Q: 3 clusters Score -1487849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1487858.250000 Penalty: 4592.859375
	Iteration 27Q: 3 clusters Score -1487858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1487861.125000 Penalty: 4592.859375
	Iteration 28Q: 3 clusters Score -1487861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1487868.375000 Penalty: 4592.859375
	Iteration 29Q: 3 clusters Score -1487868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1487873.875000 Penalty: 4592.859375
	Iteration 30Q: 3 clusters Score -1487874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1487880.125000 Penalty: 4592.859375
	Iteration 31Q: 3 clusters Score -1487880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1487884.750000 Penalty: 4592.859375
	Iteration 32Q: 3 clusters Score -1487885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1487891.000000 Penalty: 4592.859375
	Iteration 33Q: 3 clusters Score -1487891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1487902.375000 Penalty: 4592.859375
	Iteration 34Q: 3 clusters Score -1487902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1487904.250000 Penalty: 4592.859375
	Iteration 35Q: 3 clusters Score -1487904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1487916.375000 Penalty: 4592.859375
	Iteration 36Q: 3 clusters Score -1487916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1487920.125000 Penalty: 4592.859375
	Iteration 37Q: 3 clusters Score -1487920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1487925.375000 Penalty: 4592.859375
	Iteration 38Q: 3 clusters Score -1487925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1487934.625000 Penalty: 4592.859375
	Iteration 39Q: 3 clusters Score -1487935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1487942.125000 Penalty: 4592.859375
	Iteration 40F: 3 clusters Score -1487942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1487945.000000 Penalty: 4592.859375
	Iteration 41Q: 3 clusters Score -1487945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1487950.750000 Penalty: 4592.859375
	Iteration 42Q: 3 clusters Score -1487951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1487952.125000 Penalty: 4592.859375
	Iteration 43Q: 3 clusters Score -1487952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1487954.875000 Penalty: 4592.859375
	Iteration 44Q: 3 clusters Score -1487955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1487955.250000 Penalty: 4592.859375
	Iteration 45Q: 3 clusters Score -1487955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1487958.125000 Penalty: 4592.859375
	Iteration 46Q: 3 clusters Score -1487958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1487958.125000 Penalty: 4592.859375
	Iteration 47F: 3 clusters Score -1487958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -316032.718750 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -316032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -313177.500000 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -313177.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313816.093750 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -313816.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -314005.250000 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -314005.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -314121.781250 Penalty: 3869.895752
	Iteration 3F: 3 clusters Score -314121.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314196.250000 Penalty: 3869.895752
	Iteration 4Q: 3 clusters Score -314196.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -314239.156250 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -314239.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -314273.625000 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -314273.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -314297.906250 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -314297.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -314323.156250 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -314323.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -314355.750000 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -314355.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -314401.593750 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -314401.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -314464.093750 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -314464.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314589.031250 Penalty: 3869.895752
	Iteration 12Q: 3 clusters Score -314589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314721.625000 Penalty: 3869.895752
	Iteration 13Q: 3 clusters Score -314721.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -314810.781250 Penalty: 3869.895752
	Iteration 14Q: 3 clusters Score -314810.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -314860.156250 Penalty: 3869.895752
	Iteration 15Q: 3 clusters Score -314860.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -314894.750000 Penalty: 3869.895752
	Iteration 16Q: 3 clusters Score -314894.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -314923.687500 Penalty: 3869.895752
	Iteration 17Q: 3 clusters Score -314923.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -314948.000000 Penalty: 3869.895752
	Iteration 18Q: 3 clusters Score -314948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -314971.375000 Penalty: 3869.895752
	Iteration 19Q: 3 clusters Score -314971.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -314994.375000 Penalty: 3869.895752
	Iteration 20F: 3 clusters Score -314994.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315018.781250 Penalty: 3869.895752
	Iteration 21Q: 3 clusters Score -315018.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -315036.156250 Penalty: 3869.895752
	Iteration 22Q: 3 clusters Score -315036.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -315055.375000 Penalty: 3869.895752
	Iteration 23Q: 3 clusters Score -315055.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315073.968750 Penalty: 3869.895752
	Iteration 24Q: 3 clusters Score -315074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315093.000000 Penalty: 3869.895752
	Iteration 25Q: 3 clusters Score -315093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -315106.687500 Penalty: 3869.895752
	Iteration 26Q: 3 clusters Score -315106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -315121.156250 Penalty: 3869.895752
	Iteration 27Q: 3 clusters Score -315121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -315133.156250 Penalty: 3869.895752
	Iteration 28Q: 3 clusters Score -315133.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -315149.125000 Penalty: 3869.895752
	Iteration 29Q: 3 clusters Score -315149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -315162.000000 Penalty: 3869.895752
	Iteration 30Q: 3 clusters Score -315162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -315173.375000 Penalty: 3869.895752
	Iteration 31Q: 3 clusters Score -315173.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -315181.968750 Penalty: 3869.895752
	Iteration 32Q: 3 clusters Score -315182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -315190.218750 Penalty: 3869.895752
	Iteration 33Q: 3 clusters Score -315190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -315194.906250 Penalty: 3869.895752
	Iteration 34Q: 3 clusters Score -315194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -315201.937500 Penalty: 3869.895752
	Iteration 35Q: 3 clusters Score -315201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -315210.312500 Penalty: 3869.895752
	Iteration 36Q: 3 clusters Score -315210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -315216.500000 Penalty: 3869.895752
	Iteration 37Q: 3 clusters Score -315216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -315221.406250 Penalty: 3869.895752
	Iteration 38Q: 3 clusters Score -315221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -315227.375000 Penalty: 3869.895752
	Iteration 39Q: 3 clusters Score -315227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -315231.875000 Penalty: 3869.895752
	Iteration 40F: 3 clusters Score -315231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -315236.281250 Penalty: 3869.895752
	Iteration 41Q: 3 clusters Score -315236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315238.656250 Penalty: 3869.895752
	Iteration 42Q: 3 clusters Score -315238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -315241.406250 Penalty: 3869.895752
	Iteration 43Q: 3 clusters Score -315241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -315244.375000 Penalty: 3869.895752
	Iteration 44Q: 3 clusters Score -315244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -315246.531250 Penalty: 3869.895752
	Iteration 45Q: 3 clusters Score -315246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -315250.500000 Penalty: 3869.895752
	Iteration 46Q: 3 clusters Score -315250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -315252.812500 Penalty: 3869.895752
	Iteration 47Q: 3 clusters Score -315252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315254.312500 Penalty: 3869.895752
	Iteration 48Q: 3 clusters Score -315254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315255.875000 Penalty: 3869.895752
	Iteration 49Q: 3 clusters Score -315255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -315258.125000 Penalty: 3869.895752
	Iteration 50Q: 3 clusters Score -315258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -315261.812500 Penalty: 3869.895752
	Iteration 51Q: 3 clusters Score -315261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -315263.531250 Penalty: 3869.895752
	Iteration 52Q: 3 clusters Score -315263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -315263.531250 Penalty: 3869.895752
	Iteration 53F: 3 clusters Score -315263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 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 400 members 
Entering Unmasked Estep 
Score: -100216.859375 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100216.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100797.718750 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -100797.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101469.875000 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101469.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102212.242188 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -102212.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102372.617188 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -102372.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102445.976562 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -102446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102482.062500 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -102482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102511.304688 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -102511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102518.398438 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -102518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102525.367188 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -102525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102532.468750 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -102532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102534.671875 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -102534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102534.671875 Penalty: 3330.830322
	Iteration 12F: 3 clusters Score -102534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157350 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56072 members 
Mstep: Class 15 contains 29192 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21349 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23629 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140677 members 
Mstep: Class 27 contains 33261 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 327 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40032 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 498 members 
Entering Unmasked Estep 
Score: -128956752.000000 Penalty: 115654.703125
Splitting cluster 30 changes total score from -128957648.000000 to -128956752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60663.648438 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60663.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60991.160156 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -60991.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61323.671875 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -61323.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61605.125000 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -61605.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61724.078125 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -61724.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61856.292969 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61856.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62138.605469 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -62138.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62160.808594 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -62160.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62172.535156 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -62172.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62191.757812 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -62191.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62197.273438 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -62197.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62209.246094 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -62209.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62225.371094 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -62225.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62231.726562 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -62231.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62231.726562 Penalty: 3070.396484
	Iteration 14F: 3 clusters Score -62231.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157350 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56072 members 
Mstep: Class 15 contains 29192 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21349 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23629 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140677 members 
Mstep: Class 27 contains 33261 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 151 members 
Mstep: Class 32 contains 40032 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 337 members 
Entering Unmasked Estep 
Score: -128955928.000000 Penalty: 115654.703125
Splitting cluster 31 changes total score from -128957648.000000 to -128955928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (40032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Entering Unmasked Estep 
Score: -5927038.000000 Penalty: 2628.163574
	Iteration 0F: 2 clusters Score -5927038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5900011.000000 Penalty: 5256.327148
	Iteration 0F: 3 clusters Score -5900011 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5909993.500000 Penalty: 5256.327148
	Iteration 1F: 3 clusters Score -5909994 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5910503.000000 Penalty: 5256.327148
	Iteration 2Q: 3 clusters Score -5910503 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5911030.000000 Penalty: 5256.327148
	Iteration 3Q: 3 clusters Score -5911030 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -5911626.000000 Penalty: 5256.327148
	Iteration 4Q: 3 clusters Score -5911626 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5912423.500000 Penalty: 5256.327148
	Iteration 5Q: 3 clusters Score -5912424 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -5913587.000000 Penalty: 5256.327148
	Iteration 6F: 3 clusters Score -5913587 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5915388.000000 Penalty: 5256.327148
	Iteration 7F: 3 clusters Score -5915388 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5917921.500000 Penalty: 5256.327148
	Iteration 8F: 3 clusters Score -5917922 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5920604.000000 Penalty: 5256.327148
	Iteration 9F: 3 clusters Score -5920604 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5922584.000000 Penalty: 5256.327148
	Iteration 10F: 3 clusters Score -5922584 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5923767.500000 Penalty: 5256.327148
	Iteration 11Q: 3 clusters Score -5923768 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5924263.000000 Penalty: 5256.327148
	Iteration 12Q: 3 clusters Score -5924263 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5924431.000000 Penalty: 5256.327148
	Iteration 13Q: 3 clusters Score -5924431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5924538.500000 Penalty: 5256.327148
	Iteration 14Q: 3 clusters Score -5924538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5924575.000000 Penalty: 5256.327148
	Iteration 15Q: 3 clusters Score -5924575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5924611.000000 Penalty: 5256.327148
	Iteration 16Q: 3 clusters Score -5924611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5924630.500000 Penalty: 5256.327148
	Iteration 17Q: 3 clusters Score -5924630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5924646.500000 Penalty: 5256.327148
	Iteration 18Q: 3 clusters Score -5924646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5924651.500000 Penalty: 5256.327148
	Iteration 19Q: 3 clusters Score -5924652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5924672.000000 Penalty: 5256.327148
	Iteration 20F: 3 clusters Score -5924672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5924681.000000 Penalty: 5256.327148
	Iteration 21Q: 3 clusters Score -5924681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5924686.000000 Penalty: 5256.327148
	Iteration 22Q: 3 clusters Score -5924686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5924696.000000 Penalty: 5256.327148
	Iteration 23Q: 3 clusters Score -5924696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5924709.000000 Penalty: 5256.327148
	Iteration 24Q: 3 clusters Score -5924709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5924711.500000 Penalty: 5256.327148
	Iteration 25Q: 3 clusters Score -5924712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5924716.000000 Penalty: 5256.327148
	Iteration 26Q: 3 clusters Score -5924716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5924722.000000 Penalty: 5256.327148
	Iteration 27Q: 3 clusters Score -5924722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5924722.000000 Penalty: 5256.327148
	Iteration 28F: 3 clusters Score -5924722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77053.460938 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77053.46 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77375.789062 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77375.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77640.335938 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77640.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77943.437500 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -77943.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78346.515625 Penalty: 3170.390869
	Iteration 4F: 3 clusters Score -78346.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78452.734375 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -78452.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78541.437500 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -78541.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78586.601562 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -78586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78616.093750 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -78616.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78645.156250 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -78645.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78702.523438 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -78702.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78718.132812 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -78718.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78830.281250 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -78830.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78833.890625 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -78833.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78833.890625 Penalty: 3170.390869
	Iteration 14F: 3 clusters Score -78833.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157350 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56072 members 
Mstep: Class 15 contains 29192 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21349 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23629 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140677 members 
Mstep: Class 27 contains 33261 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40032 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 406 members 
Entering Unmasked Estep 
Score: -128956144.000000 Penalty: 115654.703125
Splitting cluster 33 changes total score from -128957648.000000 to -128956144.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157350 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66510 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56072 members 
Mstep: Class 15 contains 29192 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21349 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10760 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23629 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140677 members 
Mstep: Class 27 contains 33261 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40032 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 279Q: 34 clusters Score -1.289578e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157331 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43300 members 
Mstep: Class 8 contains 54324 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35572 members 
Mstep: Class 11 contains 66508 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56082 members 
Mstep: Class 15 contains 29181 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21338 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23633 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140692 members 
Mstep: Class 27 contains 33254 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40052 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957744.000000 Penalty: 112253.093750
Iteration 280F: 34 clusters Score -1.289577e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39350 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157327 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 43298 members 
Mstep: Class 8 contains 54328 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66501 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56088 members 
Mstep: Class 15 contains 29172 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 12219 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 10738 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23635 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140704 members 
Mstep: Class 27 contains 33247 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40073 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957880.000000 Penalty: 112253.093750
Iteration 281Q: 34 clusters Score -1.289579e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157318 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 43294 members 
Mstep: Class 8 contains 54328 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66499 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56096 members 
Mstep: Class 15 contains 29150 members 
Mstep: Class 16 contains 43598 members 
Mstep: Class 17 contains 12218 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 10723 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23639 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140723 members 
Mstep: Class 27 contains 33245 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40098 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 282Q: 34 clusters Score -1.289578e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157302 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43291 members 
Mstep: Class 8 contains 54322 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66492 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56100 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 43594 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21314 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 10710 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140757 members 
Mstep: Class 27 contains 33240 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 2456 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40129 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957608.000000 Penalty: 112253.093750
Iteration 283Q: 34 clusters Score -1.289576e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157287 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43288 members 
Mstep: Class 8 contains 54319 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35572 members 
Mstep: Class 11 contains 66485 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 56109 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 43591 members 
Mstep: Class 17 contains 12217 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21302 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11621 members 
Mstep: Class 22 contains 10705 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23649 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140779 members 
Mstep: Class 27 contains 33237 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40166 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957656.000000 Penalty: 112253.093750
Iteration 284Q: 34 clusters Score -1.289577e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157266 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 43283 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66476 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 56120 members 
Mstep: Class 15 contains 29096 members 
Mstep: Class 16 contains 43590 members 
Mstep: Class 17 contains 12215 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21291 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10707 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23655 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140801 members 
Mstep: Class 27 contains 33236 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40203 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957672.000000 Penalty: 112253.093750
Iteration 285Q: 34 clusters Score -1.289577e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157253 members 
Mstep: Class 5 contains 42436 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 43280 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66466 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 56122 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 16 contains 43592 members 
Mstep: Class 17 contains 12212 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21285 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11632 members 
Mstep: Class 22 contains 10694 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23658 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140825 members 
Mstep: Class 27 contains 33234 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40229 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957592.000000 Penalty: 112253.093750
Iteration 286Q: 34 clusters Score -1.289576e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39347 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157247 members 
Mstep: Class 5 contains 42434 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 43281 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66460 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 56115 members 
Mstep: Class 15 contains 29057 members 
Mstep: Class 16 contains 43589 members 
Mstep: Class 17 contains 12208 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21279 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 10694 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23659 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140843 members 
Mstep: Class 27 contains 33225 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40273 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957560.000000 Penalty: 112253.093750
Iteration 287Q: 34 clusters Score -1.289576e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157239 members 
Mstep: Class 5 contains 42428 members 
Mstep: Class 6 contains 5088 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 54315 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66457 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 56109 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 16 contains 43594 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21277 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23662 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140858 members 
Mstep: Class 27 contains 33219 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40301 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957504.000000 Penalty: 112253.093750
Iteration 288Q: 34 clusters Score -1.289575e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157228 members 
Mstep: Class 5 contains 42424 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 54314 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66454 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 56109 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 16 contains 43595 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11639 members 
Mstep: Class 22 contains 10679 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23666 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140880 members 
Mstep: Class 27 contains 33211 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40330 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957480.000000 Penalty: 112253.093750
Iteration 289Q: 34 clusters Score -1.289575e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157210 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 6 contains 5086 members 
Mstep: Class 7 contains 43280 members 
Mstep: Class 8 contains 54318 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35566 members 
Mstep: Class 11 contains 66452 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21264 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 10670 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23672 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140902 members 
Mstep: Class 27 contains 33209 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40349 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957512.000000 Penalty: 112253.093750
Iteration 290Q: 34 clusters Score -1.289575e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157198 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 6 contains 5084 members 
Mstep: Class 7 contains 43279 members 
Mstep: Class 8 contains 54313 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35562 members 
Mstep: Class 11 contains 66449 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 56102 members 
Mstep: Class 15 contains 29008 members 
Mstep: Class 16 contains 43602 members 
Mstep: Class 17 contains 12200 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21256 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11641 members 
Mstep: Class 22 contains 10660 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23678 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140938 members 
Mstep: Class 27 contains 33204 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40372 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957384.000000 Penalty: 112253.093750
Iteration 291Q: 34 clusters Score -1.289574e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157184 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 43275 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35556 members 
Mstep: Class 11 contains 66445 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 56097 members 
Mstep: Class 15 contains 28990 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21251 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11638 members 
Mstep: Class 22 contains 10650 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23685 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 140975 members 
Mstep: Class 27 contains 33193 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40401 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957256.000000 Penalty: 112253.093750
Iteration 292Q: 34 clusters Score -1.289573e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 43271 members 
Mstep: Class 8 contains 54321 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35553 members 
Mstep: Class 11 contains 66442 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 56092 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21249 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11636 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23690 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141019 members 
Mstep: Class 27 contains 33184 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40428 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957232.000000 Penalty: 112253.093750
Iteration 293Q: 34 clusters Score -1.289572e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157142 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 6 contains 5075 members 
Mstep: Class 7 contains 43269 members 
Mstep: Class 8 contains 54319 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35557 members 
Mstep: Class 11 contains 66445 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12189 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21252 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11637 members 
Mstep: Class 22 contains 10634 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23691 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141047 members 
Mstep: Class 27 contains 33178 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40445 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957104.000000 Penalty: 112253.093750
Iteration 294Q: 34 clusters Score -1.289571e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157116 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 43269 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35556 members 
Mstep: Class 11 contains 66447 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 56089 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21253 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 10626 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23692 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141080 members 
Mstep: Class 27 contains 33178 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40458 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957120.000000 Penalty: 112253.093750
Iteration 295Q: 34 clusters Score -1.289571e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157096 members 
Mstep: Class 5 contains 42402 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 43267 members 
Mstep: Class 8 contains 54326 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35555 members 
Mstep: Class 11 contains 66443 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 56088 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21251 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11634 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23693 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141108 members 
Mstep: Class 27 contains 33175 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40479 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957232.000000 Penalty: 112253.093750
Iteration 296Q: 34 clusters Score -1.289572e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 157062 members 
Mstep: Class 5 contains 42399 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 43267 members 
Mstep: Class 8 contains 54332 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35555 members 
Mstep: Class 11 contains 66444 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 56089 members 
Mstep: Class 15 contains 28913 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 21252 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23693 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141143 members 
Mstep: Class 27 contains 33172 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40500 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957232.000000 Penalty: 112253.093750
Iteration 297Q: 34 clusters Score -1.289572e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 157030 members 
Mstep: Class 5 contains 42392 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 43262 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35559 members 
Mstep: Class 11 contains 66445 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 28907 members 
Mstep: Class 16 contains 43608 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21249 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 22 contains 10620 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 23694 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141173 members 
Mstep: Class 27 contains 33169 members 
Mstep: Class 28 contains 10511 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40512 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957240.000000 Penalty: 112253.093750
Iteration 298Q: 34 clusters Score -1.289572e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156996 members 
Mstep: Class 5 contains 42389 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 43251 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35562 members 
Mstep: Class 11 contains 66444 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 56088 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 43611 members 
Mstep: Class 17 contains 12177 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21246 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11627 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23696 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141216 members 
Mstep: Class 27 contains 33164 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40530 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957256.000000 Penalty: 112253.093750
Iteration 299Q: 34 clusters Score -1.289573e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156956 members 
Mstep: Class 5 contains 42387 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 7 contains 43246 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35563 members 
Mstep: Class 11 contains 66450 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 56085 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 43614 members 
Mstep: Class 17 contains 12173 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21243 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11629 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23699 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141252 members 
Mstep: Class 27 contains 33165 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40542 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957240.000000 Penalty: 112253.093750
Iteration 300F: 34 clusters Score -1.289572e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156924 members 
Mstep: Class 5 contains 42385 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 43243 members 
Mstep: Class 8 contains 54347 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35563 members 
Mstep: Class 11 contains 66451 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 56081 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 43620 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21240 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23702 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141286 members 
Mstep: Class 27 contains 33162 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40553 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957344.000000 Penalty: 112253.093750
Iteration 301Q: 34 clusters Score -1.289573e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156893 members 
Mstep: Class 5 contains 42384 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 54353 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35557 members 
Mstep: Class 11 contains 66448 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 56076 members 
Mstep: Class 15 contains 28874 members 
Mstep: Class 16 contains 43620 members 
Mstep: Class 17 contains 12159 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21239 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 11626 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23703 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141338 members 
Mstep: Class 27 contains 33157 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40569 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957416.000000 Penalty: 112253.093750
Iteration 302Q: 34 clusters Score -1.289574e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156865 members 
Mstep: Class 5 contains 42384 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35558 members 
Mstep: Class 11 contains 66444 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6808 members 
Mstep: Class 14 contains 56075 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 43616 members 
Mstep: Class 17 contains 12155 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21236 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 10616 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23704 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141372 members 
Mstep: Class 27 contains 33153 members 
Mstep: Class 28 contains 10514 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40574 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957488.000000 Penalty: 112253.093750
Iteration 303Q: 34 clusters Score -1.289575e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156839 members 
Mstep: Class 5 contains 42383 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 43232 members 
Mstep: Class 8 contains 54369 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35562 members 
Mstep: Class 11 contains 66440 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 56077 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 43611 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21236 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23705 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141403 members 
Mstep: Class 27 contains 33149 members 
Mstep: Class 28 contains 10513 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40578 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957424.000000 Penalty: 112253.093750
Iteration 304Q: 34 clusters Score -1.289574e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156812 members 
Mstep: Class 5 contains 42374 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 43229 members 
Mstep: Class 8 contains 54372 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35563 members 
Mstep: Class 11 contains 66434 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 56073 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 12136 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21235 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23707 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141445 members 
Mstep: Class 27 contains 33148 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40588 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957384.000000 Penalty: 112253.093750
Iteration 305Q: 34 clusters Score -1.289574e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156787 members 
Mstep: Class 5 contains 42369 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 43224 members 
Mstep: Class 8 contains 54368 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35567 members 
Mstep: Class 11 contains 66430 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 56068 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 43604 members 
Mstep: Class 17 contains 12122 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21231 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23711 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141498 members 
Mstep: Class 27 contains 33142 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40605 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957360.000000 Penalty: 112253.093750
Iteration 306Q: 34 clusters Score -1.289574e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156748 members 
Mstep: Class 5 contains 42366 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 43222 members 
Mstep: Class 8 contains 54365 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35568 members 
Mstep: Class 11 contains 66426 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 56063 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 12109 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21226 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23713 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141554 members 
Mstep: Class 27 contains 33138 members 
Mstep: Class 28 contains 10512 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40624 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957408.000000 Penalty: 112253.093750
Iteration 307Q: 34 clusters Score -1.289574e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156713 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 43220 members 
Mstep: Class 8 contains 54363 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35568 members 
Mstep: Class 11 contains 66428 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 56062 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 43590 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21225 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23715 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141610 members 
Mstep: Class 27 contains 33128 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40639 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957344.000000 Penalty: 112253.093750
Iteration 308Q: 34 clusters Score -1.289573e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156677 members 
Mstep: Class 5 contains 42359 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 43218 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35567 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 56055 members 
Mstep: Class 15 contains 28897 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 12099 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21222 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23721 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141671 members 
Mstep: Class 27 contains 33126 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40656 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957344.000000 Penalty: 112253.093750
Iteration 309Q: 34 clusters Score -1.289573e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156640 members 
Mstep: Class 5 contains 42358 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 43219 members 
Mstep: Class 8 contains 54354 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35567 members 
Mstep: Class 11 contains 66414 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 56053 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 43579 members 
Mstep: Class 17 contains 12094 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21220 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23723 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141718 members 
Mstep: Class 27 contains 33124 members 
Mstep: Class 28 contains 10506 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40677 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957480.000000 Penalty: 112253.093750
Iteration 310Q: 34 clusters Score -1.289575e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156605 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 43213 members 
Mstep: Class 8 contains 54354 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35566 members 
Mstep: Class 11 contains 66413 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 56051 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 43574 members 
Mstep: Class 17 contains 12089 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21220 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23723 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141768 members 
Mstep: Class 27 contains 33120 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40692 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957552.000000 Penalty: 112253.093750
Iteration 311Q: 34 clusters Score -1.289576e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156582 members 
Mstep: Class 5 contains 42352 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35564 members 
Mstep: Class 11 contains 66415 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 56046 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 12086 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21219 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10620 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23724 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141812 members 
Mstep: Class 27 contains 33112 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40700 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957656.000000 Penalty: 112253.093750
Iteration 312Q: 34 clusters Score -1.289577e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156566 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54360 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35565 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 56043 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 43556 members 
Mstep: Class 17 contains 12082 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21217 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23725 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141845 members 
Mstep: Class 27 contains 33108 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40708 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957608.000000 Penalty: 112253.093750
Iteration 313Q: 34 clusters Score -1.289576e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156548 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 5043 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54363 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35565 members 
Mstep: Class 11 contains 66411 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 56040 members 
Mstep: Class 15 contains 28897 members 
Mstep: Class 16 contains 43547 members 
Mstep: Class 17 contains 12080 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21212 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11619 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23727 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141875 members 
Mstep: Class 27 contains 33105 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40712 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 314Q: 34 clusters Score -1.289578e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156517 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35568 members 
Mstep: Class 11 contains 66411 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 56039 members 
Mstep: Class 15 contains 28901 members 
Mstep: Class 16 contains 43544 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21206 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 10614 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23729 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141916 members 
Mstep: Class 27 contains 33104 members 
Mstep: Class 28 contains 10505 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40717 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 315Q: 34 clusters Score -1.289579e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156497 members 
Mstep: Class 5 contains 42341 members 
Mstep: Class 6 contains 5037 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 54364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35571 members 
Mstep: Class 11 contains 66411 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 56032 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 43541 members 
Mstep: Class 17 contains 12069 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21198 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 11615 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 23733 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141949 members 
Mstep: Class 27 contains 33103 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40725 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957912.000000 Penalty: 112253.093750
Iteration 316Q: 34 clusters Score -1.289579e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156483 members 
Mstep: Class 5 contains 42340 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66416 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 56029 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 43536 members 
Mstep: Class 17 contains 12064 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21197 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23736 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141971 members 
Mstep: Class 27 contains 33102 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40731 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957792.000000 Penalty: 112253.093750
Iteration 317Q: 34 clusters Score -1.289578e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156464 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54358 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 56030 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21195 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23739 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 141994 members 
Mstep: Class 27 contains 33100 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40741 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 318Q: 34 clusters Score -1.289578e+08 nChanged 131
Entering ConstructFrom: 
Score: -128957776.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -92800.359375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -92800.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91263.484375 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -91263.48 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92007.757812 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -92007.76 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -92590.531250 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -92590.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93139.304688 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -93139.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -93343.625000 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -93343.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -93366.234375 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -93366.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -93370.171875 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -93370.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -93370.171875 Penalty: 3360.014893
	Iteration 7F: 3 clusters Score -93370.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156447 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54353 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 56033 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21196 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23742 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142012 members 
Mstep: Class 27 contains 33101 members 
Mstep: Class 28 contains 10503 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40749 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 107 members 
Entering Unmasked Estep 
Score: -128956880.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957776.000000 to -128956880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Entering Unmasked Estep 
Score: -5638556.500000 Penalty: 2623.826660
	Iteration 0F: 2 clusters Score -5638556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5612043.500000 Penalty: 5247.653320
	Iteration 0F: 3 clusters Score -5612044 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5621792.000000 Penalty: 5247.653320
	Iteration 1F: 3 clusters Score -5621792 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5622452.000000 Penalty: 5247.653320
	Iteration 2Q: 3 clusters Score -5622452 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5623149.500000 Penalty: 5247.653320
	Iteration 3Q: 3 clusters Score -5623150 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5623974.500000 Penalty: 5247.653320
	Iteration 4Q: 3 clusters Score -5623974 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -5624862.500000 Penalty: 5247.653320
	Iteration 5Q: 3 clusters Score -5624862 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5626017.000000 Penalty: 5247.653320
	Iteration 6F: 3 clusters Score -5626017 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5627370.000000 Penalty: 5247.653320
	Iteration 7F: 3 clusters Score -5627370 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5628846.000000 Penalty: 5247.653320
	Iteration 8F: 3 clusters Score -5628846 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5630342.000000 Penalty: 5247.653320
	Iteration 9F: 3 clusters Score -5630342 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5631810.000000 Penalty: 5247.653320
	Iteration 10F: 3 clusters Score -5631810 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5632996.500000 Penalty: 5247.653320
	Iteration 11Q: 3 clusters Score -5632996 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5633805.000000 Penalty: 5247.653320
	Iteration 12Q: 3 clusters Score -5633805 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5634314.500000 Penalty: 5247.653320
	Iteration 13Q: 3 clusters Score -5634314 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5634676.000000 Penalty: 5247.653320
	Iteration 14Q: 3 clusters Score -5634676 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5634965.000000 Penalty: 5247.653320
	Iteration 15Q: 3 clusters Score -5634965 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5635211.000000 Penalty: 5247.653320
	Iteration 16Q: 3 clusters Score -5635211 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5635322.500000 Penalty: 5247.653320
	Iteration 17Q: 3 clusters Score -5635322 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5635513.000000 Penalty: 5247.653320
	Iteration 18Q: 3 clusters Score -5635513 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5635619.000000 Penalty: 5247.653320
	Iteration 19Q: 3 clusters Score -5635619 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5635754.500000 Penalty: 5247.653320
	Iteration 20F: 3 clusters Score -5635754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5635799.000000 Penalty: 5247.653320
	Iteration 21Q: 3 clusters Score -5635799 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5635843.500000 Penalty: 5247.653320
	Iteration 22Q: 3 clusters Score -5635844 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5635921.000000 Penalty: 5247.653320
	Iteration 23Q: 3 clusters Score -5635921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5635962.000000 Penalty: 5247.653320
	Iteration 24Q: 3 clusters Score -5635962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5635996.000000 Penalty: 5247.653320
	Iteration 25Q: 3 clusters Score -5635996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5636003.000000 Penalty: 5247.653320
	Iteration 26Q: 3 clusters Score -5636003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5636001.500000 Penalty: 5247.653320
	Iteration 27Q: 3 clusters Score -5636002 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5636014.500000 Penalty: 5247.653320
	Iteration 28Q: 3 clusters Score -5636014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -5636027.000000 Penalty: 5247.653320
	Iteration 29Q: 3 clusters Score -5636027 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5636024.500000 Penalty: 5247.653320
	Iteration 30Q: 3 clusters Score -5636024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5636020.500000 Penalty: 5247.653320
	Iteration 31Q: 3 clusters Score -5636020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -5636029.000000 Penalty: 5247.653320
	Iteration 32Q: 3 clusters Score -5636029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5636041.000000 Penalty: 5247.653320
	Iteration 33Q: 3 clusters Score -5636041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5636048.500000 Penalty: 5247.653320
	Iteration 34Q: 3 clusters Score -5636048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5636050.500000 Penalty: 5247.653320
	Iteration 35Q: 3 clusters Score -5636050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5636064.000000 Penalty: 5247.653320
	Iteration 36Q: 3 clusters Score -5636064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5636054.000000 Penalty: 5247.653320
	Iteration 37Q: 3 clusters Score -5636054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5636059.500000 Penalty: 5247.653320
	Iteration 38Q: 3 clusters Score -5636060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -5636057.500000 Penalty: 5247.653320
	Iteration 39Q: 3 clusters Score -5636058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5636057.500000 Penalty: 5247.653320
	Iteration 40F: 3 clusters Score -5636058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5636056.000000 Penalty: 5247.653320
	Iteration 41Q: 3 clusters Score -5636056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5636052.000000 Penalty: 5247.653320
	Iteration 42Q: 3 clusters Score -5636052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -5636056.500000 Penalty: 5247.653320
	Iteration 43Q: 3 clusters Score -5636056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5636056.500000 Penalty: 5247.653320
	Iteration 44Q: 3 clusters Score -5636056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5636054.000000 Penalty: 5247.653320
	Iteration 45Q: 3 clusters Score -5636054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5636055.500000 Penalty: 5247.653320
	Iteration 46Q: 3 clusters Score -5636056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5636056.500000 Penalty: 5247.653320
	Iteration 47Q: 3 clusters Score -5636056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5636059.000000 Penalty: 5247.653320
	Iteration 48Q: 3 clusters Score -5636059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5636056.500000 Penalty: 5247.653320
	Iteration 49Q: 3 clusters Score -5636056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -5636066.500000 Penalty: 5247.653320
	Iteration 50Q: 3 clusters Score -5636066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -5636064.000000 Penalty: 5247.653320
	Iteration 51Q: 3 clusters Score -5636064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -5636062.500000 Penalty: 5247.653320
	Iteration 52Q: 3 clusters Score -5636062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5636066.000000 Penalty: 5247.653320
	Iteration 53Q: 3 clusters Score -5636066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5636070.000000 Penalty: 5247.653320
	Iteration 54Q: 3 clusters Score -5636070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5636071.000000 Penalty: 5247.653320
	Iteration 55Q: 3 clusters Score -5636071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5636074.000000 Penalty: 5247.653320
	Iteration 56Q: 3 clusters Score -5636074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5636071.000000 Penalty: 5247.653320
	Iteration 57Q: 3 clusters Score -5636071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5636068.000000 Penalty: 5247.653320
	Iteration 58Q: 3 clusters Score -5636068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5636065.000000 Penalty: 5247.653320
	Iteration 59Q: 3 clusters Score -5636065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5636076.500000 Penalty: 5247.653320
	Iteration 60F: 3 clusters Score -5636076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5636067.500000 Penalty: 5247.653320
	Iteration 61Q: 3 clusters Score -5636068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5636073.500000 Penalty: 5247.653320
	Iteration 62Q: 3 clusters Score -5636074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5636074.500000 Penalty: 5247.653320
	Iteration 63Q: 3 clusters Score -5636074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -5636075.000000 Penalty: 5247.653320
	Iteration 64Q: 3 clusters Score -5636075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5636075.500000 Penalty: 5247.653320
	Iteration 65Q: 3 clusters Score -5636076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5636076.500000 Penalty: 5247.653320
	Iteration 66Q: 3 clusters Score -5636076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5636076.500000 Penalty: 5247.653320
	Iteration 67Q: 3 clusters Score -5636076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5636076.500000 Penalty: 5247.653320
	Iteration 68F: 3 clusters Score -5636076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -357207.000000 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -357207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354260.250000 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -354260.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -354851.000000 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -354851 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -354981.125000 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -354981.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -355049.125000 Penalty: 3871.111084
	Iteration 3Q: 3 clusters Score -355049.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -355095.281250 Penalty: 3871.111084
	Iteration 4Q: 3 clusters Score -355095.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -355119.031250 Penalty: 3871.111084
	Iteration 5Q: 3 clusters Score -355119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -355140.500000 Penalty: 3871.111084
	Iteration 6Q: 3 clusters Score -355140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -355161.625000 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -355161.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -355174.781250 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -355174.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -355184.093750 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -355184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -355191.187500 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -355191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -355198.875000 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -355198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -355203.406250 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -355203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -355207.812500 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -355207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -355210.937500 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -355210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -355212.687500 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -355212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -355214.375000 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -355214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355216.281250 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -355216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355218.687500 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -355218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355219.718750 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -355219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -355220.343750 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -355220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -355220.812500 Penalty: 3871.111084
	Iteration 21Q: 3 clusters Score -355220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -355220.625000 Penalty: 3871.111084
	Iteration 22Q: 3 clusters Score -355220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -355221.187500 Penalty: 3871.111084
	Iteration 23Q: 3 clusters Score -355221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -355221.187500 Penalty: 3871.111084
	Iteration 24F: 3 clusters Score -355221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Entering Unmasked Estep 
Score: -22939880.000000 Penalty: 2966.197021
	Iteration 0F: 2 clusters Score -2.293988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -22839032.000000 Penalty: 5932.394043
	Iteration 0F: 3 clusters Score -2.283903e+07 nChanged 74721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -22882134.000000 Penalty: 5932.394043
	Iteration 1F: 3 clusters Score -2.288213e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -22883354.000000 Penalty: 5932.394043
	Iteration 2Q: 3 clusters Score -2.288335e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -22884922.000000 Penalty: 5932.394043
	Iteration 3Q: 3 clusters Score -2.288492e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -22887072.000000 Penalty: 5932.394043
	Iteration 4Q: 3 clusters Score -2.288707e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -22890248.000000 Penalty: 5932.394043
	Iteration 5Q: 3 clusters Score -2.289025e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -22894738.000000 Penalty: 5932.394043
	Iteration 6Q: 3 clusters Score -2.289474e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -22900782.000000 Penalty: 5932.394043
	Iteration 7F: 3 clusters Score -2.290078e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -22907780.000000 Penalty: 5932.394043
	Iteration 8F: 3 clusters Score -2.290778e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -22914372.000000 Penalty: 5932.394043
	Iteration 9F: 3 clusters Score -2.291437e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -22919798.000000 Penalty: 5932.394043
	Iteration 10Q: 3 clusters Score -2.29198e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -22923618.000000 Penalty: 5932.394043
	Iteration 11Q: 3 clusters Score -2.292362e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -22926066.000000 Penalty: 5932.394043
	Iteration 12Q: 3 clusters Score -2.292607e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -22927784.000000 Penalty: 5932.394043
	Iteration 13Q: 3 clusters Score -2.292778e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -22928886.000000 Penalty: 5932.394043
	Iteration 14Q: 3 clusters Score -2.292889e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -22929818.000000 Penalty: 5932.394043
	Iteration 15Q: 3 clusters Score -2.292982e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -22930406.000000 Penalty: 5932.394043
	Iteration 16Q: 3 clusters Score -2.293041e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142682 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -22930852.000000 Penalty: 5932.394043
	Iteration 17Q: 3 clusters Score -2.293085e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -22931280.000000 Penalty: 5932.394043
	Iteration 18Q: 3 clusters Score -2.293128e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -22931730.000000 Penalty: 5932.394043
	Iteration 19Q: 3 clusters Score -2.293173e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145467 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -22932118.000000 Penalty: 5932.394043
	Iteration 20F: 3 clusters Score -2.293212e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -22932586.000000 Penalty: 5932.394043
	Iteration 21Q: 3 clusters Score -2.293259e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -22933026.000000 Penalty: 5932.394043
	Iteration 22Q: 3 clusters Score -2.293303e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -22933376.000000 Penalty: 5932.394043
	Iteration 23Q: 3 clusters Score -2.293338e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -22933656.000000 Penalty: 5932.394043
	Iteration 24Q: 3 clusters Score -2.293366e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149022 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -22934018.000000 Penalty: 5932.394043
	Iteration 25Q: 3 clusters Score -2.293402e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -22934300.000000 Penalty: 5932.394043
	Iteration 26Q: 3 clusters Score -2.29343e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -22934542.000000 Penalty: 5932.394043
	Iteration 27Q: 3 clusters Score -2.293454e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -22934848.000000 Penalty: 5932.394043
	Iteration 28Q: 3 clusters Score -2.293485e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151167 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22935112.000000 Penalty: 5932.394043
	Iteration 29Q: 3 clusters Score -2.293511e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -22935368.000000 Penalty: 5932.394043
	Iteration 30Q: 3 clusters Score -2.293537e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22935576.000000 Penalty: 5932.394043
	Iteration 31Q: 3 clusters Score -2.293558e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -22935678.000000 Penalty: 5932.394043
	Iteration 32Q: 3 clusters Score -2.293568e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -22935782.000000 Penalty: 5932.394043
	Iteration 33Q: 3 clusters Score -2.293578e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -22935938.000000 Penalty: 5932.394043
	Iteration 34Q: 3 clusters Score -2.293594e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22936032.000000 Penalty: 5932.394043
	Iteration 35Q: 3 clusters Score -2.293603e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22936128.000000 Penalty: 5932.394043
	Iteration 36Q: 3 clusters Score -2.293613e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22936240.000000 Penalty: 5932.394043
	Iteration 37Q: 3 clusters Score -2.293624e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -22936310.000000 Penalty: 5932.394043
	Iteration 38Q: 3 clusters Score -2.293631e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22936436.000000 Penalty: 5932.394043
	Iteration 39Q: 3 clusters Score -2.293644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -22936482.000000 Penalty: 5932.394043
	Iteration 40F: 3 clusters Score -2.293648e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153987 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -22936530.000000 Penalty: 5932.394043
	Iteration 41Q: 3 clusters Score -2.293653e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22936562.000000 Penalty: 5932.394043
	Iteration 42Q: 3 clusters Score -2.293656e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22936582.000000 Penalty: 5932.394043
	Iteration 43Q: 3 clusters Score -2.293658e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -22936618.000000 Penalty: 5932.394043
	Iteration 44Q: 3 clusters Score -2.293662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -22936638.000000 Penalty: 5932.394043
	Iteration 45Q: 3 clusters Score -2.293664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22936652.000000 Penalty: 5932.394043
	Iteration 46Q: 3 clusters Score -2.293665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -22936672.000000 Penalty: 5932.394043
	Iteration 47Q: 3 clusters Score -2.293667e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22936716.000000 Penalty: 5932.394043
	Iteration 48Q: 3 clusters Score -2.293672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22936698.000000 Penalty: 5932.394043
	Iteration 49Q: 3 clusters Score -2.29367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22936738.000000 Penalty: 5932.394043
	Iteration 50Q: 3 clusters Score -2.293674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22936742.000000 Penalty: 5932.394043
	Iteration 51Q: 3 clusters Score -2.293674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22936758.000000 Penalty: 5932.394043
	Iteration 52Q: 3 clusters Score -2.293676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22936772.000000 Penalty: 5932.394043
	Iteration 53Q: 3 clusters Score -2.293677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22936802.000000 Penalty: 5932.394043
	Iteration 54Q: 3 clusters Score -2.29368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -22936824.000000 Penalty: 5932.394043
	Iteration 55Q: 3 clusters Score -2.293682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22936810.000000 Penalty: 5932.394043
	Iteration 56Q: 3 clusters Score -2.293681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22936824.000000 Penalty: 5932.394043
	Iteration 57Q: 3 clusters Score -2.293682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -22936842.000000 Penalty: 5932.394043
	Iteration 58Q: 3 clusters Score -2.293684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22936844.000000 Penalty: 5932.394043
	Iteration 59Q: 3 clusters Score -2.293684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22936832.000000 Penalty: 5932.394043
	Iteration 60F: 3 clusters Score -2.293683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22936840.000000 Penalty: 5932.394043
	Iteration 61Q: 3 clusters Score -2.293684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22936866.000000 Penalty: 5932.394043
	Iteration 62Q: 3 clusters Score -2.293687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22936862.000000 Penalty: 5932.394043
	Iteration 63Q: 3 clusters Score -2.293686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22936850.000000 Penalty: 5932.394043
	Iteration 64Q: 3 clusters Score -2.293685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22936858.000000 Penalty: 5932.394043
	Iteration 65Q: 3 clusters Score -2.293686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -22936868.000000 Penalty: 5932.394043
	Iteration 66Q: 3 clusters Score -2.293687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -22936874.000000 Penalty: 5932.394043
	Iteration 67Q: 3 clusters Score -2.293687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22936884.000000 Penalty: 5932.394043
	Iteration 68Q: 3 clusters Score -2.293688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22936902.000000 Penalty: 5932.394043
	Iteration 69Q: 3 clusters Score -2.29369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22936892.000000 Penalty: 5932.394043
	Iteration 70Q: 3 clusters Score -2.293689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -22936888.000000 Penalty: 5932.394043
	Iteration 71Q: 3 clusters Score -2.293689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -22936896.000000 Penalty: 5932.394043
	Iteration 72Q: 3 clusters Score -2.29369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22936902.000000 Penalty: 5932.394043
	Iteration 73Q: 3 clusters Score -2.29369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22936926.000000 Penalty: 5932.394043
	Iteration 74Q: 3 clusters Score -2.293693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22936922.000000 Penalty: 5932.394043
	Iteration 75Q: 3 clusters Score -2.293692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22936920.000000 Penalty: 5932.394043
	Iteration 76Q: 3 clusters Score -2.293692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22936940.000000 Penalty: 5932.394043
	Iteration 77Q: 3 clusters Score -2.293694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 5932.394043
	Iteration 78Q: 3 clusters Score -2.293693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22936910.000000 Penalty: 5932.394043
	Iteration 79Q: 3 clusters Score -2.293691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22936924.000000 Penalty: 5932.394043
	Iteration 80F: 3 clusters Score -2.293692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22936912.000000 Penalty: 5932.394043
	Iteration 81Q: 3 clusters Score -2.293691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -22936908.000000 Penalty: 5932.394043
	Iteration 82Q: 3 clusters Score -2.293691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -22936912.000000 Penalty: 5932.394043
	Iteration 83Q: 3 clusters Score -2.293691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -22936906.000000 Penalty: 5932.394043
	Iteration 84Q: 3 clusters Score -2.293691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -22936906.000000 Penalty: 5932.394043
	Iteration 85Q: 3 clusters Score -2.293691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22936912.000000 Penalty: 5932.394043
	Iteration 86Q: 3 clusters Score -2.293691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22936912.000000 Penalty: 5932.394043
	Iteration 87F: 3 clusters Score -2.293691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Entering Unmasked Estep 
Score: -5972757.500000 Penalty: 2642.000488
	Iteration 0F: 2 clusters Score -5972758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5944240.000000 Penalty: 5284.000977
	Iteration 0F: 3 clusters Score -5944240 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5955272.000000 Penalty: 5284.000977
	Iteration 1F: 3 clusters Score -5955272 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5955970.000000 Penalty: 5284.000977
	Iteration 2Q: 3 clusters Score -5955970 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5956782.000000 Penalty: 5284.000977
	Iteration 3Q: 3 clusters Score -5956782 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5957719.500000 Penalty: 5284.000977
	Iteration 4F: 3 clusters Score -5957720 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5958975.000000 Penalty: 5284.000977
	Iteration 5F: 3 clusters Score -5958975 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5960628.500000 Penalty: 5284.000977
	Iteration 6F: 3 clusters Score -5960628 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -5962590.000000 Penalty: 5284.000977
	Iteration 7F: 3 clusters Score -5962590 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5964672.500000 Penalty: 5284.000977
	Iteration 8F: 3 clusters Score -5964672 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5966702.500000 Penalty: 5284.000977
	Iteration 9F: 3 clusters Score -5966702 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5968392.000000 Penalty: 5284.000977
	Iteration 10Q: 3 clusters Score -5968392 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5969419.000000 Penalty: 5284.000977
	Iteration 11Q: 3 clusters Score -5969419 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5970079.500000 Penalty: 5284.000977
	Iteration 12Q: 3 clusters Score -5970080 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5970467.000000 Penalty: 5284.000977
	Iteration 13Q: 3 clusters Score -5970467 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5970680.500000 Penalty: 5284.000977
	Iteration 14Q: 3 clusters Score -5970680 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5970846.500000 Penalty: 5284.000977
	Iteration 15Q: 3 clusters Score -5970846 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5970958.500000 Penalty: 5284.000977
	Iteration 16Q: 3 clusters Score -5970958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5971057.000000 Penalty: 5284.000977
	Iteration 17Q: 3 clusters Score -5971057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5971127.000000 Penalty: 5284.000977
	Iteration 18Q: 3 clusters Score -5971127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5971177.500000 Penalty: 5284.000977
	Iteration 19Q: 3 clusters Score -5971178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5971232.000000 Penalty: 5284.000977
	Iteration 20F: 3 clusters Score -5971232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5971340.500000 Penalty: 5284.000977
	Iteration 21Q: 3 clusters Score -5971340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5971481.000000 Penalty: 5284.000977
	Iteration 22Q: 3 clusters Score -5971481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5971689.000000 Penalty: 5284.000977
	Iteration 23Q: 3 clusters Score -5971689 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5971910.500000 Penalty: 5284.000977
	Iteration 24Q: 3 clusters Score -5971910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5972073.500000 Penalty: 5284.000977
	Iteration 25Q: 3 clusters Score -5972074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5972175.500000 Penalty: 5284.000977
	Iteration 26Q: 3 clusters Score -5972176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5972237.000000 Penalty: 5284.000977
	Iteration 27Q: 3 clusters Score -5972237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5972265.000000 Penalty: 5284.000977
	Iteration 28Q: 3 clusters Score -5972265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5972285.500000 Penalty: 5284.000977
	Iteration 29Q: 3 clusters Score -5972286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5972304.500000 Penalty: 5284.000977
	Iteration 30Q: 3 clusters Score -5972304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5972314.500000 Penalty: 5284.000977
	Iteration 31Q: 3 clusters Score -5972314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5972318.000000 Penalty: 5284.000977
	Iteration 32Q: 3 clusters Score -5972318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5972317.000000 Penalty: 5284.000977
	Iteration 33Q: 3 clusters Score -5972317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5972326.500000 Penalty: 5284.000977
	Iteration 34Q: 3 clusters Score -5972326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5972330.000000 Penalty: 5284.000977
	Iteration 35Q: 3 clusters Score -5972330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5972327.500000 Penalty: 5284.000977
	Iteration 36Q: 3 clusters Score -5972328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5972327.500000 Penalty: 5284.000977
	Iteration 37Q: 3 clusters Score -5972328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5972324.500000 Penalty: 5284.000977
	Iteration 38Q: 3 clusters Score -5972324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5972327.500000 Penalty: 5284.000977
	Iteration 39Q: 3 clusters Score -5972328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -5972324.500000 Penalty: 5284.000977
	Iteration 40F: 3 clusters Score -5972324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -668936.250000 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -668936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -664394.062500 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -664394.1 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -665589.312500 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -665589.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -665885.187500 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -665885.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -666065.812500 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -666065.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -666164.812500 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -666164.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -666238.750000 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -666238.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -666305.625000 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -666305.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -666359.187500 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -666359.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -666409.687500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -666409.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -666454.000000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -666454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -666500.562500 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -666500.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666542.375000 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -666542.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -666580.062500 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -666580.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -666601.000000 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -666601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -666621.187500 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -666621.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -666640.125000 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -666640.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -666654.937500 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -666654.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -666668.687500 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -666668.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -666679.375000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -666679.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -666694.687500 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -666694.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -666712.500000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -666712.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -666730.562500 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -666730.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -666742.375000 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -666742.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -666755.125000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -666755.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -666773.312500 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -666773.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -666798.687500 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -666798.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -666834.500000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -666834.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -666874.625000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -666874.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -666913.250000 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -666913.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -666949.125000 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -666949.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -666980.562500 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -666980.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -667006.687500 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -667006.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -667026.875000 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -667026.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -667049.312500 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -667049.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -667058.812500 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -667058.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -667066.875000 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -667066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -667071.750000 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -667071.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -667076.312500 Penalty: 4228.086426
	Iteration 37Q: 3 clusters Score -667076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -667081.812500 Penalty: 4228.086426
	Iteration 38Q: 3 clusters Score -667081.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -667085.875000 Penalty: 4228.086426
	Iteration 39Q: 3 clusters Score -667085.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -667091.937500 Penalty: 4228.086426
	Iteration 40F: 3 clusters Score -667091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -667096.062500 Penalty: 4228.086426
	Iteration 41Q: 3 clusters Score -667096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -667100.437500 Penalty: 4228.086426
	Iteration 42Q: 3 clusters Score -667100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -667101.500000 Penalty: 4228.086426
	Iteration 43Q: 3 clusters Score -667101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -667103.875000 Penalty: 4228.086426
	Iteration 44Q: 3 clusters Score -667103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -667105.937500 Penalty: 4228.086426
	Iteration 45Q: 3 clusters Score -667105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -667106.500000 Penalty: 4228.086426
	Iteration 46Q: 3 clusters Score -667106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -667106.500000 Penalty: 4228.086426
	Iteration 47F: 3 clusters Score -667106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Entering Unmasked Estep 
Score: -6211701.000000 Penalty: 2647.040283
	Iteration 0F: 2 clusters Score -6211701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -6182480.500000 Penalty: 5294.080566
	Iteration 0F: 3 clusters Score -6182480 nChanged 19799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -6193267.000000 Penalty: 5294.080566
	Iteration 1F: 3 clusters Score -6193267 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6193797.000000 Penalty: 5294.080566
	Iteration 2Q: 3 clusters Score -6193797 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -6194220.500000 Penalty: 5294.080566
	Iteration 3Q: 3 clusters Score -6194220 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6194694.500000 Penalty: 5294.080566
	Iteration 4Q: 3 clusters Score -6194694 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6195239.500000 Penalty: 5294.080566
	Iteration 5Q: 3 clusters Score -6195240 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6195848.000000 Penalty: 5294.080566
	Iteration 6Q: 3 clusters Score -6195848 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -6196701.500000 Penalty: 5294.080566
	Iteration 7Q: 3 clusters Score -6196702 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -6197832.500000 Penalty: 5294.080566
	Iteration 8F: 3 clusters Score -6197832 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -6199300.500000 Penalty: 5294.080566
	Iteration 9F: 3 clusters Score -6199300 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -6201055.000000 Penalty: 5294.080566
	Iteration 10F: 3 clusters Score -6201055 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -6202937.500000 Penalty: 5294.080566
	Iteration 11F: 3 clusters Score -6202938 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6204710.500000 Penalty: 5294.080566
	Iteration 12Q: 3 clusters Score -6204710 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6206285.000000 Penalty: 5294.080566
	Iteration 13Q: 3 clusters Score -6206285 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6207444.500000 Penalty: 5294.080566
	Iteration 14Q: 3 clusters Score -6207444 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6208189.500000 Penalty: 5294.080566
	Iteration 15Q: 3 clusters Score -6208190 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6208530.000000 Penalty: 5294.080566
	Iteration 16Q: 3 clusters Score -6208530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6208734.500000 Penalty: 5294.080566
	Iteration 17Q: 3 clusters Score -6208734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6208857.500000 Penalty: 5294.080566
	Iteration 18Q: 3 clusters Score -6208858 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6208932.500000 Penalty: 5294.080566
	Iteration 19Q: 3 clusters Score -6208932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6209011.000000 Penalty: 5294.080566
	Iteration 20F: 3 clusters Score -6209011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6209049.500000 Penalty: 5294.080566
	Iteration 21Q: 3 clusters Score -6209050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6209111.500000 Penalty: 5294.080566
	Iteration 22Q: 3 clusters Score -6209112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6209141.000000 Penalty: 5294.080566
	Iteration 23Q: 3 clusters Score -6209141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6209164.000000 Penalty: 5294.080566
	Iteration 24Q: 3 clusters Score -6209164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6209180.500000 Penalty: 5294.080566
	Iteration 25Q: 3 clusters Score -6209180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6209193.500000 Penalty: 5294.080566
	Iteration 26Q: 3 clusters Score -6209194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6209203.500000 Penalty: 5294.080566
	Iteration 27Q: 3 clusters Score -6209204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6209210.000000 Penalty: 5294.080566
	Iteration 28Q: 3 clusters Score -6209210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6209235.500000 Penalty: 5294.080566
	Iteration 29Q: 3 clusters Score -6209236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6209231.500000 Penalty: 5294.080566
	Iteration 30Q: 3 clusters Score -6209232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6209238.500000 Penalty: 5294.080566
	Iteration 31Q: 3 clusters Score -6209238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6209237.500000 Penalty: 5294.080566
	Iteration 32Q: 3 clusters Score -6209238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6209243.500000 Penalty: 5294.080566
	Iteration 33Q: 3 clusters Score -6209244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6209252.000000 Penalty: 5294.080566
	Iteration 34Q: 3 clusters Score -6209252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6209256.500000 Penalty: 5294.080566
	Iteration 35Q: 3 clusters Score -6209256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6209254.500000 Penalty: 5294.080566
	Iteration 36Q: 3 clusters Score -6209254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6209256.000000 Penalty: 5294.080566
	Iteration 37Q: 3 clusters Score -6209256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6209257.000000 Penalty: 5294.080566
	Iteration 38Q: 3 clusters Score -6209257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6209261.500000 Penalty: 5294.080566
	Iteration 39Q: 3 clusters Score -6209262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6209264.500000 Penalty: 5294.080566
	Iteration 40F: 3 clusters Score -6209264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6209273.500000 Penalty: 5294.080566
	Iteration 41Q: 3 clusters Score -6209274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6209281.500000 Penalty: 5294.080566
	Iteration 42Q: 3 clusters Score -6209282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6209277.000000 Penalty: 5294.080566
	Iteration 43Q: 3 clusters Score -6209277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6209280.500000 Penalty: 5294.080566
	Iteration 44Q: 3 clusters Score -6209280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6209285.000000 Penalty: 5294.080566
	Iteration 45Q: 3 clusters Score -6209285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6209290.500000 Penalty: 5294.080566
	Iteration 46Q: 3 clusters Score -6209290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6209282.000000 Penalty: 5294.080566
	Iteration 47Q: 3 clusters Score -6209282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6209287.000000 Penalty: 5294.080566
	Iteration 48Q: 3 clusters Score -6209287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6209282.000000 Penalty: 5294.080566
	Iteration 49Q: 3 clusters Score -6209282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6209292.000000 Penalty: 5294.080566
	Iteration 50Q: 3 clusters Score -6209292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6209286.500000 Penalty: 5294.080566
	Iteration 51Q: 3 clusters Score -6209286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6209289.000000 Penalty: 5294.080566
	Iteration 52Q: 3 clusters Score -6209289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6209292.500000 Penalty: 5294.080566
	Iteration 53Q: 3 clusters Score -6209292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6209297.000000 Penalty: 5294.080566
	Iteration 54Q: 3 clusters Score -6209297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6209289.500000 Penalty: 5294.080566
	Iteration 55Q: 3 clusters Score -6209290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6209293.500000 Penalty: 5294.080566
	Iteration 56Q: 3 clusters Score -6209294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6209291.000000 Penalty: 5294.080566
	Iteration 57Q: 3 clusters Score -6209291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6209291.000000 Penalty: 5294.080566
	Iteration 58F: 3 clusters Score -6209291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Entering Unmasked Estep 
Score: -8035081.500000 Penalty: 2704.007324
	Iteration 0F: 2 clusters Score -8035082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -7998602.000000 Penalty: 5408.014648
	Iteration 0F: 3 clusters Score -7998602 nChanged 25110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -8012616.500000 Penalty: 5408.014648
	Iteration 1F: 3 clusters Score -8012616 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -8013135.000000 Penalty: 5408.014648
	Iteration 2Q: 3 clusters Score -8013135 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -8013709.500000 Penalty: 5408.014648
	Iteration 3Q: 3 clusters Score -8013710 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -8014150.500000 Penalty: 5408.014648
	Iteration 4Q: 3 clusters Score -8014150 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -8014770.000000 Penalty: 5408.014648
	Iteration 5Q: 3 clusters Score -8014770 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -8015425.500000 Penalty: 5408.014648
	Iteration 6Q: 3 clusters Score -8015426 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -8016242.500000 Penalty: 5408.014648
	Iteration 7Q: 3 clusters Score -8016242 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -8017212.500000 Penalty: 5408.014648
	Iteration 8Q: 3 clusters Score -8017212 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -8018457.500000 Penalty: 5408.014648
	Iteration 9Q: 3 clusters Score -8018458 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8020055.000000 Penalty: 5408.014648
	Iteration 10Q: 3 clusters Score -8020055 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -8021819.000000 Penalty: 5408.014648
	Iteration 11Q: 3 clusters Score -8021819 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8023876.000000 Penalty: 5408.014648
	Iteration 12F: 3 clusters Score -8023876 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -8025481.000000 Penalty: 5408.014648
	Iteration 13Q: 3 clusters Score -8025481 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -8026503.500000 Penalty: 5408.014648
	Iteration 14Q: 3 clusters Score -8026504 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -8026981.000000 Penalty: 5408.014648
	Iteration 15Q: 3 clusters Score -8026981 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -8027244.500000 Penalty: 5408.014648
	Iteration 16Q: 3 clusters Score -8027244 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -8027399.500000 Penalty: 5408.014648
	Iteration 17Q: 3 clusters Score -8027400 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -8027561.000000 Penalty: 5408.014648
	Iteration 18Q: 3 clusters Score -8027561 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -8027674.500000 Penalty: 5408.014648
	Iteration 19Q: 3 clusters Score -8027674 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8027809.500000 Penalty: 5408.014648
	Iteration 20F: 3 clusters Score -8027810 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -8027934.000000 Penalty: 5408.014648
	Iteration 21Q: 3 clusters Score -8027934 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8028092.500000 Penalty: 5408.014648
	Iteration 22Q: 3 clusters Score -8028092 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -8028204.000000 Penalty: 5408.014648
	Iteration 23Q: 3 clusters Score -8028204 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8028375.000000 Penalty: 5408.014648
	Iteration 24Q: 3 clusters Score -8028375 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -8028501.000000 Penalty: 5408.014648
	Iteration 25Q: 3 clusters Score -8028501 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8028584.000000 Penalty: 5408.014648
	Iteration 26Q: 3 clusters Score -8028584 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8028728.500000 Penalty: 5408.014648
	Iteration 27Q: 3 clusters Score -8028728 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8028878.000000 Penalty: 5408.014648
	Iteration 28Q: 3 clusters Score -8028878 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8028997.500000 Penalty: 5408.014648
	Iteration 29Q: 3 clusters Score -8028998 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8029146.500000 Penalty: 5408.014648
	Iteration 30Q: 3 clusters Score -8029146 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8029282.000000 Penalty: 5408.014648
	Iteration 31Q: 3 clusters Score -8029282 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8029440.000000 Penalty: 5408.014648
	Iteration 32Q: 3 clusters Score -8029440 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8029633.000000 Penalty: 5408.014648
	Iteration 33Q: 3 clusters Score -8029633 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8029808.500000 Penalty: 5408.014648
	Iteration 34Q: 3 clusters Score -8029808 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8029984.500000 Penalty: 5408.014648
	Iteration 35Q: 3 clusters Score -8029984 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8030152.500000 Penalty: 5408.014648
	Iteration 36Q: 3 clusters Score -8030152 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -8030354.000000 Penalty: 5408.014648
	Iteration 37Q: 3 clusters Score -8030354 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -8030523.000000 Penalty: 5408.014648
	Iteration 38Q: 3 clusters Score -8030523 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -8030699.500000 Penalty: 5408.014648
	Iteration 39Q: 3 clusters Score -8030700 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -8030853.000000 Penalty: 5408.014648
	Iteration 40F: 3 clusters Score -8030853 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -8030994.500000 Penalty: 5408.014648
	Iteration 41Q: 3 clusters Score -8030994 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -8031133.000000 Penalty: 5408.014648
	Iteration 42Q: 3 clusters Score -8031133 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -8031314.000000 Penalty: 5408.014648
	Iteration 43Q: 3 clusters Score -8031314 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -8031472.500000 Penalty: 5408.014648
	Iteration 44Q: 3 clusters Score -8031472 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -8031639.000000 Penalty: 5408.014648
	Iteration 45Q: 3 clusters Score -8031639 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -8031776.000000 Penalty: 5408.014648
	Iteration 46Q: 3 clusters Score -8031776 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -8031875.500000 Penalty: 5408.014648
	Iteration 47Q: 3 clusters Score -8031876 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -8031961.000000 Penalty: 5408.014648
	Iteration 48Q: 3 clusters Score -8031961 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -8032035.500000 Penalty: 5408.014648
	Iteration 49Q: 3 clusters Score -8032036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -8032119.500000 Penalty: 5408.014648
	Iteration 50Q: 3 clusters Score -8032120 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8032206.000000 Penalty: 5408.014648
	Iteration 51Q: 3 clusters Score -8032206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -8032259.500000 Penalty: 5408.014648
	Iteration 52Q: 3 clusters Score -8032260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -8032334.500000 Penalty: 5408.014648
	Iteration 53Q: 3 clusters Score -8032334 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -8032384.500000 Penalty: 5408.014648
	Iteration 54Q: 3 clusters Score -8032384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8032428.500000 Penalty: 5408.014648
	Iteration 55Q: 3 clusters Score -8032428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -8032480.500000 Penalty: 5408.014648
	Iteration 56Q: 3 clusters Score -8032480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -8032513.000000 Penalty: 5408.014648
	Iteration 57Q: 3 clusters Score -8032513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -8032541.000000 Penalty: 5408.014648
	Iteration 58Q: 3 clusters Score -8032541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -8032581.000000 Penalty: 5408.014648
	Iteration 59Q: 3 clusters Score -8032581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -8032614.000000 Penalty: 5408.014648
	Iteration 60F: 3 clusters Score -8032614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -8032658.500000 Penalty: 5408.014648
	Iteration 61Q: 3 clusters Score -8032658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -8032683.000000 Penalty: 5408.014648
	Iteration 62Q: 3 clusters Score -8032683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -8032707.500000 Penalty: 5408.014648
	Iteration 63Q: 3 clusters Score -8032708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8032727.000000 Penalty: 5408.014648
	Iteration 64Q: 3 clusters Score -8032727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -8032741.500000 Penalty: 5408.014648
	Iteration 65Q: 3 clusters Score -8032742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -8032763.000000 Penalty: 5408.014648
	Iteration 66Q: 3 clusters Score -8032763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -8032781.000000 Penalty: 5408.014648
	Iteration 67Q: 3 clusters Score -8032781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -8032800.500000 Penalty: 5408.014648
	Iteration 68Q: 3 clusters Score -8032800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -8032806.500000 Penalty: 5408.014648
	Iteration 69Q: 3 clusters Score -8032806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -8032810.000000 Penalty: 5408.014648
	Iteration 70Q: 3 clusters Score -8032810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -8032816.000000 Penalty: 5408.014648
	Iteration 71Q: 3 clusters Score -8032816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -8032819.000000 Penalty: 5408.014648
	Iteration 72Q: 3 clusters Score -8032819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -8032820.500000 Penalty: 5408.014648
	Iteration 73Q: 3 clusters Score -8032820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -8032819.500000 Penalty: 5408.014648
	Iteration 74Q: 3 clusters Score -8032820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -8032822.000000 Penalty: 5408.014648
	Iteration 75Q: 3 clusters Score -8032822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -8032828.500000 Penalty: 5408.014648
	Iteration 76Q: 3 clusters Score -8032828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -8032836.500000 Penalty: 5408.014648
	Iteration 77Q: 3 clusters Score -8032836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -8032829.000000 Penalty: 5408.014648
	Iteration 78Q: 3 clusters Score -8032829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -8032834.000000 Penalty: 5408.014648
	Iteration 79Q: 3 clusters Score -8032834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -8032839.000000 Penalty: 5408.014648
	Iteration 80F: 3 clusters Score -8032839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -8032839.000000 Penalty: 5408.014648
	Iteration 81Q: 3 clusters Score -8032839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -8032836.500000 Penalty: 5408.014648
	Iteration 82Q: 3 clusters Score -8032836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -8032840.500000 Penalty: 5408.014648
	Iteration 83Q: 3 clusters Score -8032840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -8032847.000000 Penalty: 5408.014648
	Iteration 84Q: 3 clusters Score -8032847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -8032852.500000 Penalty: 5408.014648
	Iteration 85Q: 3 clusters Score -8032852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8032851.000000 Penalty: 5408.014648
	Iteration 86Q: 3 clusters Score -8032851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8032851.000000 Penalty: 5408.014648
	Iteration 87F: 3 clusters Score -8032851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 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 146 members 
Entering Unmasked Estep 
Score: -31440.394531 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31440.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31626.380859 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31626.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31740.748047 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -31740.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31851.998047 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31901.320312 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31901.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31944.980469 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31944.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31979.439453 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31979.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32025.458984 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -32025.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32029.800781 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -32029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32039.869141 Penalty: 2807.103027
	Iteration 9Q: 3 clusters Score -32039.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32043.941406 Penalty: 2807.103027
	Iteration 10Q: 3 clusters Score -32043.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32043.941406 Penalty: 2807.103027
	Iteration 11F: 3 clusters Score -32043.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Entering Unmasked Estep 
Score: -5279250.000000 Penalty: 2598.918701
	Iteration 0F: 2 clusters Score -5279250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5255114.000000 Penalty: 5197.837402
	Iteration 0F: 3 clusters Score -5255114 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -5263885.000000 Penalty: 5197.837402
	Iteration 1F: 3 clusters Score -5263885 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5264345.000000 Penalty: 5197.837402
	Iteration 2Q: 3 clusters Score -5264345 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -5264694.500000 Penalty: 5197.837402
	Iteration 3Q: 3 clusters Score -5264694 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5265023.500000 Penalty: 5197.837402
	Iteration 4Q: 3 clusters Score -5265024 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -5265303.000000 Penalty: 5197.837402
	Iteration 5Q: 3 clusters Score -5265303 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5265544.500000 Penalty: 5197.837402
	Iteration 6Q: 3 clusters Score -5265544 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5265833.000000 Penalty: 5197.837402
	Iteration 7Q: 3 clusters Score -5265833 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5266158.500000 Penalty: 5197.837402
	Iteration 8Q: 3 clusters Score -5266158 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5266553.500000 Penalty: 5197.837402
	Iteration 9Q: 3 clusters Score -5266554 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5267156.500000 Penalty: 5197.837402
	Iteration 10Q: 3 clusters Score -5267156 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -5267972.000000 Penalty: 5197.837402
	Iteration 11Q: 3 clusters Score -5267972 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -5269183.000000 Penalty: 5197.837402
	Iteration 12F: 3 clusters Score -5269183 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5270685.500000 Penalty: 5197.837402
	Iteration 13F: 3 clusters Score -5270686 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5272325.000000 Penalty: 5197.837402
	Iteration 14F: 3 clusters Score -5272325 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5273819.500000 Penalty: 5197.837402
	Iteration 15F: 3 clusters Score -5273820 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -5274906.500000 Penalty: 5197.837402
	Iteration 16Q: 3 clusters Score -5274906 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5275679.000000 Penalty: 5197.837402
	Iteration 17Q: 3 clusters Score -5275679 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5276145.000000 Penalty: 5197.837402
	Iteration 18Q: 3 clusters Score -5276145 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -5276386.000000 Penalty: 5197.837402
	Iteration 19Q: 3 clusters Score -5276386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5276576.000000 Penalty: 5197.837402
	Iteration 20F: 3 clusters Score -5276576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5276704.500000 Penalty: 5197.837402
	Iteration 21Q: 3 clusters Score -5276704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -5276764.000000 Penalty: 5197.837402
	Iteration 22Q: 3 clusters Score -5276764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5276805.000000 Penalty: 5197.837402
	Iteration 23Q: 3 clusters Score -5276805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5276845.500000 Penalty: 5197.837402
	Iteration 24Q: 3 clusters Score -5276846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -5276875.000000 Penalty: 5197.837402
	Iteration 25Q: 3 clusters Score -5276875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5276897.000000 Penalty: 5197.837402
	Iteration 26Q: 3 clusters Score -5276897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -5276921.500000 Penalty: 5197.837402
	Iteration 27Q: 3 clusters Score -5276922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5276938.500000 Penalty: 5197.837402
	Iteration 28Q: 3 clusters Score -5276938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5276948.500000 Penalty: 5197.837402
	Iteration 29Q: 3 clusters Score -5276948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5276951.000000 Penalty: 5197.837402
	Iteration 30Q: 3 clusters Score -5276951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -5276970.500000 Penalty: 5197.837402
	Iteration 31Q: 3 clusters Score -5276970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5276972.000000 Penalty: 5197.837402
	Iteration 32Q: 3 clusters Score -5276972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5276975.000000 Penalty: 5197.837402
	Iteration 33Q: 3 clusters Score -5276975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5276981.500000 Penalty: 5197.837402
	Iteration 34Q: 3 clusters Score -5276982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5276983.000000 Penalty: 5197.837402
	Iteration 35Q: 3 clusters Score -5276983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5276986.500000 Penalty: 5197.837402
	Iteration 36Q: 3 clusters Score -5276986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5276991.000000 Penalty: 5197.837402
	Iteration 37Q: 3 clusters Score -5276991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5276985.000000 Penalty: 5197.837402
	Iteration 38Q: 3 clusters Score -5276985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5276992.000000 Penalty: 5197.837402
	Iteration 39Q: 3 clusters Score -5276992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5276995.500000 Penalty: 5197.837402
	Iteration 40F: 3 clusters Score -5276996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5276991.000000 Penalty: 5197.837402
	Iteration 41Q: 3 clusters Score -5276991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5276991.500000 Penalty: 5197.837402
	Iteration 42Q: 3 clusters Score -5276992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5276996.000000 Penalty: 5197.837402
	Iteration 43Q: 3 clusters Score -5276996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5276995.500000 Penalty: 5197.837402
	Iteration 44Q: 3 clusters Score -5276996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5277002.500000 Penalty: 5197.837402
	Iteration 45Q: 3 clusters Score -5277002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5277002.500000 Penalty: 5197.837402
	Iteration 46F: 3 clusters Score -5277002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Entering Unmasked Estep 
Score: -9829144.000000 Penalty: 2753.738281
	Iteration 0F: 2 clusters Score -9829144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -9784663.000000 Penalty: 5507.476562
	Iteration 0F: 3 clusters Score -9784663 nChanged 30963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -9802188.000000 Penalty: 5507.476562
	Iteration 1F: 3 clusters Score -9802188 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -9803038.000000 Penalty: 5507.476562
	Iteration 2Q: 3 clusters Score -9803038 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -9804005.000000 Penalty: 5507.476562
	Iteration 3Q: 3 clusters Score -9804005 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -9805248.000000 Penalty: 5507.476562
	Iteration 4Q: 3 clusters Score -9805248 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -9807232.000000 Penalty: 5507.476562
	Iteration 5F: 3 clusters Score -9807232 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -9810478.000000 Penalty: 5507.476562
	Iteration 6F: 3 clusters Score -9810478 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -9815288.000000 Penalty: 5507.476562
	Iteration 7F: 3 clusters Score -9815288 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -9820213.000000 Penalty: 5507.476562
	Iteration 8F: 3 clusters Score -9820213 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -9823791.000000 Penalty: 5507.476562
	Iteration 9F: 3 clusters Score -9823791 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -9825601.000000 Penalty: 5507.476562
	Iteration 10Q: 3 clusters Score -9825601 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -9826209.000000 Penalty: 5507.476562
	Iteration 11Q: 3 clusters Score -9826209 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -9826432.000000 Penalty: 5507.476562
	Iteration 12Q: 3 clusters Score -9826432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -9826536.000000 Penalty: 5507.476562
	Iteration 13Q: 3 clusters Score -9826536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -9826601.000000 Penalty: 5507.476562
	Iteration 14Q: 3 clusters Score -9826601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -9826632.000000 Penalty: 5507.476562
	Iteration 15Q: 3 clusters Score -9826632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -9826632.000000 Penalty: 5507.476562
	Iteration 16Q: 3 clusters Score -9826632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -9826653.000000 Penalty: 5507.476562
	Iteration 17Q: 3 clusters Score -9826653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -9826658.000000 Penalty: 5507.476562
	Iteration 18Q: 3 clusters Score -9826658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -9826677.000000 Penalty: 5507.476562
	Iteration 19Q: 3 clusters Score -9826677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -9826679.000000 Penalty: 5507.476562
	Iteration 20F: 3 clusters Score -9826679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -9826683.000000 Penalty: 5507.476562
	Iteration 21Q: 3 clusters Score -9826683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -9826689.000000 Penalty: 5507.476562
	Iteration 22Q: 3 clusters Score -9826689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -9826692.000000 Penalty: 5507.476562
	Iteration 23Q: 3 clusters Score -9826692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -9826702.000000 Penalty: 5507.476562
	Iteration 24Q: 3 clusters Score -9826702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -9826709.000000 Penalty: 5507.476562
	Iteration 25Q: 3 clusters Score -9826709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -9826709.000000 Penalty: 5507.476562
	Iteration 26F: 3 clusters Score -9826709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60696.796875 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60696.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60869.675781 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60869.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60905.906250 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60905.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60912.300781 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60912.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60912.300781 Penalty: 3024.645020
	Iteration 4F: 3 clusters Score -60912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -926631.187500 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -926631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -920931.750000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -920931.8 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -922442.437500 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -922442.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -922853.375000 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -922853.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -923166.500000 Penalty: 4379.223633
	Iteration 3F: 3 clusters Score -923166.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -923425.187500 Penalty: 4379.223633
	Iteration 4F: 3 clusters Score -923425.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -923654.687500 Penalty: 4379.223633
	Iteration 5F: 3 clusters Score -923654.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -923831.750000 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -923831.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -923967.125000 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -923967.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -924125.562500 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -924125.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -924261.625000 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -924261.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -924383.812500 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -924383.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -924498.187500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -924498.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -924604.937500 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -924604.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -924710.625000 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -924710.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -924806.250000 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -924806.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -924873.437500 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -924873.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -924925.687500 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -924925.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -924962.750000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -924962.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -924986.062500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -924986.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -925007.375000 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -925007.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -925020.812500 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -925020.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -925049.437500 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -925049.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -925074.312500 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -925074.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -925092.875000 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -925092.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -925110.062500 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -925110.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -925131.937500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -925131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -925152.812500 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -925152.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -925171.125000 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -925171.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -925185.000000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -925185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -925198.437500 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -925198.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -925208.937500 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -925208.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -925217.250000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -925217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -925221.750000 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -925221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -925224.062500 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -925224.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -925231.500000 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -925231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -925234.687500 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -925234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -925238.375000 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -925238.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -925243.562500 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -925243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -925252.875000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -925252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -925259.812500 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -925259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -925264.687500 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -925264.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -925269.687500 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -925269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -925277.062500 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -925277.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -925281.125000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -925281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -925285.500000 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -925285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -925284.562500 Penalty: 4379.223633
	Iteration 45Q: 3 clusters Score -925284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -925285.500000 Penalty: 4379.223633
	Iteration 46Q: 3 clusters Score -925285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -925288.250000 Penalty: 4379.223633
	Iteration 47Q: 3 clusters Score -925288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -925289.875000 Penalty: 4379.223633
	Iteration 48Q: 3 clusters Score -925289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -925289.875000 Penalty: 4379.223633
	Iteration 49F: 3 clusters Score -925289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Entering Unmasked Estep 
Score: -8243082.500000 Penalty: 2711.556641
	Iteration 0F: 2 clusters Score -8243082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8205433.500000 Penalty: 5423.113281
	Iteration 0F: 3 clusters Score -8205434 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -8220375.500000 Penalty: 5423.113281
	Iteration 1F: 3 clusters Score -8220376 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -8221328.000000 Penalty: 5423.113281
	Iteration 2Q: 3 clusters Score -8221328 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -8222384.000000 Penalty: 5423.113281
	Iteration 3Q: 3 clusters Score -8222384 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8223655.500000 Penalty: 5423.113281
	Iteration 4F: 3 clusters Score -8223656 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -8225131.000000 Penalty: 5423.113281
	Iteration 5F: 3 clusters Score -8225131 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8226730.000000 Penalty: 5423.113281
	Iteration 6F: 3 clusters Score -8226730 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -8228229.000000 Penalty: 5423.113281
	Iteration 7F: 3 clusters Score -8228229 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -8229803.000000 Penalty: 5423.113281
	Iteration 8F: 3 clusters Score -8229803 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -8231324.500000 Penalty: 5423.113281
	Iteration 9Q: 3 clusters Score -8231324 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -8232857.500000 Penalty: 5423.113281
	Iteration 10Q: 3 clusters Score -8232858 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8234317.500000 Penalty: 5423.113281
	Iteration 11Q: 3 clusters Score -8234318 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8235461.500000 Penalty: 5423.113281
	Iteration 12Q: 3 clusters Score -8235462 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8236158.000000 Penalty: 5423.113281
	Iteration 13Q: 3 clusters Score -8236158 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -8236560.000000 Penalty: 5423.113281
	Iteration 14Q: 3 clusters Score -8236560 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8236820.000000 Penalty: 5423.113281
	Iteration 15Q: 3 clusters Score -8236820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8237020.500000 Penalty: 5423.113281
	Iteration 16Q: 3 clusters Score -8237020 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -8237279.500000 Penalty: 5423.113281
	Iteration 17Q: 3 clusters Score -8237280 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8237486.000000 Penalty: 5423.113281
	Iteration 18Q: 3 clusters Score -8237486 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8237747.000000 Penalty: 5423.113281
	Iteration 19Q: 3 clusters Score -8237747 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8238029.500000 Penalty: 5423.113281
	Iteration 20F: 3 clusters Score -8238030 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8238289.500000 Penalty: 5423.113281
	Iteration 21Q: 3 clusters Score -8238290 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -8238492.000000 Penalty: 5423.113281
	Iteration 22Q: 3 clusters Score -8238492 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -8238706.000000 Penalty: 5423.113281
	Iteration 23Q: 3 clusters Score -8238706 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -8238936.000000 Penalty: 5423.113281
	Iteration 24Q: 3 clusters Score -8238936 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -8239132.000000 Penalty: 5423.113281
	Iteration 25Q: 3 clusters Score -8239132 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -8239362.500000 Penalty: 5423.113281
	Iteration 26Q: 3 clusters Score -8239362 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -8239536.500000 Penalty: 5423.113281
	Iteration 27Q: 3 clusters Score -8239536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -8239697.000000 Penalty: 5423.113281
	Iteration 28Q: 3 clusters Score -8239697 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -8239864.500000 Penalty: 5423.113281
	Iteration 29Q: 3 clusters Score -8239864 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -8240001.000000 Penalty: 5423.113281
	Iteration 30Q: 3 clusters Score -8240001 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -8240143.500000 Penalty: 5423.113281
	Iteration 31Q: 3 clusters Score -8240144 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -8240259.500000 Penalty: 5423.113281
	Iteration 32Q: 3 clusters Score -8240260 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -8240330.000000 Penalty: 5423.113281
	Iteration 33Q: 3 clusters Score -8240330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -8240395.500000 Penalty: 5423.113281
	Iteration 34Q: 3 clusters Score -8240396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -8240477.500000 Penalty: 5423.113281
	Iteration 35Q: 3 clusters Score -8240478 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -8240531.000000 Penalty: 5423.113281
	Iteration 36Q: 3 clusters Score -8240531 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -8240586.500000 Penalty: 5423.113281
	Iteration 37Q: 3 clusters Score -8240586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -8240639.500000 Penalty: 5423.113281
	Iteration 38Q: 3 clusters Score -8240640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -8240654.000000 Penalty: 5423.113281
	Iteration 39Q: 3 clusters Score -8240654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -8240687.000000 Penalty: 5423.113281
	Iteration 40F: 3 clusters Score -8240687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -8240713.000000 Penalty: 5423.113281
	Iteration 41Q: 3 clusters Score -8240713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -8240715.500000 Penalty: 5423.113281
	Iteration 42Q: 3 clusters Score -8240716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -8240742.500000 Penalty: 5423.113281
	Iteration 43Q: 3 clusters Score -8240742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -8240747.500000 Penalty: 5423.113281
	Iteration 44Q: 3 clusters Score -8240748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -8240748.000000 Penalty: 5423.113281
	Iteration 45Q: 3 clusters Score -8240748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -8240760.500000 Penalty: 5423.113281
	Iteration 46Q: 3 clusters Score -8240760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -8240762.000000 Penalty: 5423.113281
	Iteration 47Q: 3 clusters Score -8240762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -8240772.500000 Penalty: 5423.113281
	Iteration 48Q: 3 clusters Score -8240772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -8240778.000000 Penalty: 5423.113281
	Iteration 49Q: 3 clusters Score -8240778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -8240777.500000 Penalty: 5423.113281
	Iteration 50Q: 3 clusters Score -8240778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -8240789.000000 Penalty: 5423.113281
	Iteration 51Q: 3 clusters Score -8240789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8240801.000000 Penalty: 5423.113281
	Iteration 52Q: 3 clusters Score -8240801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -8240786.500000 Penalty: 5423.113281
	Iteration 53Q: 3 clusters Score -8240786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -8240804.000000 Penalty: 5423.113281
	Iteration 54Q: 3 clusters Score -8240804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -8240807.500000 Penalty: 5423.113281
	Iteration 55Q: 3 clusters Score -8240808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -8240809.500000 Penalty: 5423.113281
	Iteration 56Q: 3 clusters Score -8240810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -8240813.000000 Penalty: 5423.113281
	Iteration 57Q: 3 clusters Score -8240813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -8240820.000000 Penalty: 5423.113281
	Iteration 58Q: 3 clusters Score -8240820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -8240824.500000 Penalty: 5423.113281
	Iteration 59Q: 3 clusters Score -8240824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -8240836.000000 Penalty: 5423.113281
	Iteration 60F: 3 clusters Score -8240836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -8240845.500000 Penalty: 5423.113281
	Iteration 61Q: 3 clusters Score -8240846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -8240846.500000 Penalty: 5423.113281
	Iteration 62Q: 3 clusters Score -8240846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -8240842.500000 Penalty: 5423.113281
	Iteration 63Q: 3 clusters Score -8240842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -8240833.500000 Penalty: 5423.113281
	Iteration 64Q: 3 clusters Score -8240834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -8240848.500000 Penalty: 5423.113281
	Iteration 65Q: 3 clusters Score -8240848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -8240842.000000 Penalty: 5423.113281
	Iteration 66Q: 3 clusters Score -8240842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -8240834.000000 Penalty: 5423.113281
	Iteration 67Q: 3 clusters Score -8240834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -8240842.500000 Penalty: 5423.113281
	Iteration 68Q: 3 clusters Score -8240842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -8240846.000000 Penalty: 5423.113281
	Iteration 69Q: 3 clusters Score -8240846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -8240849.000000 Penalty: 5423.113281
	Iteration 70Q: 3 clusters Score -8240849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -8240858.000000 Penalty: 5423.113281
	Iteration 71Q: 3 clusters Score -8240858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -8240863.500000 Penalty: 5423.113281
	Iteration 72Q: 3 clusters Score -8240864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -8240861.500000 Penalty: 5423.113281
	Iteration 73Q: 3 clusters Score -8240862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -8240862.500000 Penalty: 5423.113281
	Iteration 74Q: 3 clusters Score -8240862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -8240874.500000 Penalty: 5423.113281
	Iteration 75Q: 3 clusters Score -8240874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -8240861.000000 Penalty: 5423.113281
	Iteration 76Q: 3 clusters Score -8240861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -8240861.500000 Penalty: 5423.113281
	Iteration 77Q: 3 clusters Score -8240862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -8240872.000000 Penalty: 5423.113281
	Iteration 78Q: 3 clusters Score -8240872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -8240861.500000 Penalty: 5423.113281
	Iteration 79Q: 3 clusters Score -8240862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8240867.500000 Penalty: 5423.113281
	Iteration 80F: 3 clusters Score -8240868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -8240872.000000 Penalty: 5423.113281
	Iteration 81Q: 3 clusters Score -8240872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -8240874.000000 Penalty: 5423.113281
	Iteration 82Q: 3 clusters Score -8240874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -8240865.500000 Penalty: 5423.113281
	Iteration 83Q: 3 clusters Score -8240866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -8240874.500000 Penalty: 5423.113281
	Iteration 84Q: 3 clusters Score -8240874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -8240875.500000 Penalty: 5423.113281
	Iteration 85Q: 3 clusters Score -8240876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -8240875.500000 Penalty: 5423.113281
	Iteration 86F: 3 clusters Score -8240876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Entering Unmasked Estep 
Score: -4121708.500000 Penalty: 2547.321777
	Iteration 0F: 2 clusters Score -4121708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4101777.500000 Penalty: 5094.643555
	Iteration 0F: 3 clusters Score -4101778 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4108852.500000 Penalty: 5094.643555
	Iteration 1F: 3 clusters Score -4108852 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4109302.250000 Penalty: 5094.643555
	Iteration 2Q: 3 clusters Score -4109302 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4109803.000000 Penalty: 5094.643555
	Iteration 3Q: 3 clusters Score -4109803 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4110364.000000 Penalty: 5094.643555
	Iteration 4Q: 3 clusters Score -4110364 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4111214.750000 Penalty: 5094.643555
	Iteration 5F: 3 clusters Score -4111215 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4112451.000000 Penalty: 5094.643555
	Iteration 6F: 3 clusters Score -4112451 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4114126.250000 Penalty: 5094.643555
	Iteration 7F: 3 clusters Score -4114126 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4115852.000000 Penalty: 5094.643555
	Iteration 8F: 3 clusters Score -4115852 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4117231.250000 Penalty: 5094.643555
	Iteration 9F: 3 clusters Score -4117231 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4118134.000000 Penalty: 5094.643555
	Iteration 10Q: 3 clusters Score -4118134 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4118742.500000 Penalty: 5094.643555
	Iteration 11Q: 3 clusters Score -4118742 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4119077.500000 Penalty: 5094.643555
	Iteration 12Q: 3 clusters Score -4119078 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4119275.250000 Penalty: 5094.643555
	Iteration 13Q: 3 clusters Score -4119275 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4119428.750000 Penalty: 5094.643555
	Iteration 14Q: 3 clusters Score -4119429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4119520.500000 Penalty: 5094.643555
	Iteration 15Q: 3 clusters Score -4119520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4119593.750000 Penalty: 5094.643555
	Iteration 16Q: 3 clusters Score -4119594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4119638.000000 Penalty: 5094.643555
	Iteration 17Q: 3 clusters Score -4119638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -4119662.000000 Penalty: 5094.643555
	Iteration 18Q: 3 clusters Score -4119662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4119676.250000 Penalty: 5094.643555
	Iteration 19Q: 3 clusters Score -4119676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4119688.000000 Penalty: 5094.643555
	Iteration 20F: 3 clusters Score -4119688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4119693.250000 Penalty: 5094.643555
	Iteration 21Q: 3 clusters Score -4119693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4119705.750000 Penalty: 5094.643555
	Iteration 22Q: 3 clusters Score -4119706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4119718.250000 Penalty: 5094.643555
	Iteration 23Q: 3 clusters Score -4119718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4119726.750000 Penalty: 5094.643555
	Iteration 24Q: 3 clusters Score -4119727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4119740.250000 Penalty: 5094.643555
	Iteration 25Q: 3 clusters Score -4119740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4119753.000000 Penalty: 5094.643555
	Iteration 26Q: 3 clusters Score -4119753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4119759.250000 Penalty: 5094.643555
	Iteration 27Q: 3 clusters Score -4119759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4119760.250000 Penalty: 5094.643555
	Iteration 28Q: 3 clusters Score -4119760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4119761.500000 Penalty: 5094.643555
	Iteration 29Q: 3 clusters Score -4119762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4119759.750000 Penalty: 5094.643555
	Iteration 30Q: 3 clusters Score -4119760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4119762.500000 Penalty: 5094.643555
	Iteration 31Q: 3 clusters Score -4119762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4119764.250000 Penalty: 5094.643555
	Iteration 32Q: 3 clusters Score -4119764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4119764.250000 Penalty: 5094.643555
	Iteration 33F: 3 clusters Score -4119764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Entering Unmasked Estep 
Score: -6433568.000000 Penalty: 2648.967285
	Iteration 0F: 2 clusters Score -6433568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6404078.500000 Penalty: 5297.934570
	Iteration 0F: 3 clusters Score -6404078 nChanged 19949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6415251.500000 Penalty: 5297.934570
	Iteration 1F: 3 clusters Score -6415252 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6415865.000000 Penalty: 5297.934570
	Iteration 2Q: 3 clusters Score -6415865 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6416581.500000 Penalty: 5297.934570
	Iteration 3Q: 3 clusters Score -6416582 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6417288.500000 Penalty: 5297.934570
	Iteration 4Q: 3 clusters Score -6417288 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6418209.500000 Penalty: 5297.934570
	Iteration 5Q: 3 clusters Score -6418210 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -6419354.000000 Penalty: 5297.934570
	Iteration 6Q: 3 clusters Score -6419354 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6420713.500000 Penalty: 5297.934570
	Iteration 7Q: 3 clusters Score -6420714 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -6422272.000000 Penalty: 5297.934570
	Iteration 8F: 3 clusters Score -6422272 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6423684.000000 Penalty: 5297.934570
	Iteration 9F: 3 clusters Score -6423684 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -6424770.500000 Penalty: 5297.934570
	Iteration 10Q: 3 clusters Score -6424770 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6425541.500000 Penalty: 5297.934570
	Iteration 11Q: 3 clusters Score -6425542 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6426043.500000 Penalty: 5297.934570
	Iteration 12Q: 3 clusters Score -6426044 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -6426351.500000 Penalty: 5297.934570
	Iteration 13Q: 3 clusters Score -6426352 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -6426505.000000 Penalty: 5297.934570
	Iteration 14Q: 3 clusters Score -6426505 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -6426617.000000 Penalty: 5297.934570
	Iteration 15Q: 3 clusters Score -6426617 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6426714.000000 Penalty: 5297.934570
	Iteration 16Q: 3 clusters Score -6426714 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -6426875.000000 Penalty: 5297.934570
	Iteration 17Q: 3 clusters Score -6426875 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -6426999.500000 Penalty: 5297.934570
	Iteration 18Q: 3 clusters Score -6427000 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -6427138.500000 Penalty: 5297.934570
	Iteration 19Q: 3 clusters Score -6427138 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -6427268.000000 Penalty: 5297.934570
	Iteration 20F: 3 clusters Score -6427268 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6427396.500000 Penalty: 5297.934570
	Iteration 21Q: 3 clusters Score -6427396 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6427569.500000 Penalty: 5297.934570
	Iteration 22Q: 3 clusters Score -6427570 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -6427741.500000 Penalty: 5297.934570
	Iteration 23Q: 3 clusters Score -6427742 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -6427934.500000 Penalty: 5297.934570
	Iteration 24Q: 3 clusters Score -6427934 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6428099.000000 Penalty: 5297.934570
	Iteration 25Q: 3 clusters Score -6428099 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -6428283.000000 Penalty: 5297.934570
	Iteration 26Q: 3 clusters Score -6428283 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -6428508.000000 Penalty: 5297.934570
	Iteration 27Q: 3 clusters Score -6428508 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -6428733.000000 Penalty: 5297.934570
	Iteration 28Q: 3 clusters Score -6428733 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6428910.500000 Penalty: 5297.934570
	Iteration 29Q: 3 clusters Score -6428910 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6429138.000000 Penalty: 5297.934570
	Iteration 30Q: 3 clusters Score -6429138 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6429402.500000 Penalty: 5297.934570
	Iteration 31Q: 3 clusters Score -6429402 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6429637.000000 Penalty: 5297.934570
	Iteration 32Q: 3 clusters Score -6429637 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6429834.500000 Penalty: 5297.934570
	Iteration 33Q: 3 clusters Score -6429834 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6430052.500000 Penalty: 5297.934570
	Iteration 34Q: 3 clusters Score -6430052 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6430206.000000 Penalty: 5297.934570
	Iteration 35Q: 3 clusters Score -6430206 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6430388.000000 Penalty: 5297.934570
	Iteration 36Q: 3 clusters Score -6430388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6430519.000000 Penalty: 5297.934570
	Iteration 37Q: 3 clusters Score -6430519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6430667.500000 Penalty: 5297.934570
	Iteration 38Q: 3 clusters Score -6430668 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6430771.500000 Penalty: 5297.934570
	Iteration 39Q: 3 clusters Score -6430772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6430870.000000 Penalty: 5297.934570
	Iteration 40F: 3 clusters Score -6430870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6430946.000000 Penalty: 5297.934570
	Iteration 41Q: 3 clusters Score -6430946 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6431017.500000 Penalty: 5297.934570
	Iteration 42Q: 3 clusters Score -6431018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6431071.500000 Penalty: 5297.934570
	Iteration 43Q: 3 clusters Score -6431072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6431118.500000 Penalty: 5297.934570
	Iteration 44Q: 3 clusters Score -6431118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6431148.500000 Penalty: 5297.934570
	Iteration 45Q: 3 clusters Score -6431148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6431186.000000 Penalty: 5297.934570
	Iteration 46Q: 3 clusters Score -6431186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6431217.000000 Penalty: 5297.934570
	Iteration 47Q: 3 clusters Score -6431217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6431242.000000 Penalty: 5297.934570
	Iteration 48Q: 3 clusters Score -6431242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6431257.500000 Penalty: 5297.934570
	Iteration 49Q: 3 clusters Score -6431258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6431283.000000 Penalty: 5297.934570
	Iteration 50Q: 3 clusters Score -6431283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6431299.500000 Penalty: 5297.934570
	Iteration 51Q: 3 clusters Score -6431300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6431312.000000 Penalty: 5297.934570
	Iteration 52Q: 3 clusters Score -6431312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6431324.500000 Penalty: 5297.934570
	Iteration 53Q: 3 clusters Score -6431324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6431330.000000 Penalty: 5297.934570
	Iteration 54Q: 3 clusters Score -6431330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6431339.000000 Penalty: 5297.934570
	Iteration 55Q: 3 clusters Score -6431339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6431358.500000 Penalty: 5297.934570
	Iteration 56Q: 3 clusters Score -6431358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6431374.000000 Penalty: 5297.934570
	Iteration 57Q: 3 clusters Score -6431374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6431376.000000 Penalty: 5297.934570
	Iteration 58Q: 3 clusters Score -6431376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6431380.500000 Penalty: 5297.934570
	Iteration 59Q: 3 clusters Score -6431380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6431384.000000 Penalty: 5297.934570
	Iteration 60F: 3 clusters Score -6431384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6431382.500000 Penalty: 5297.934570
	Iteration 61Q: 3 clusters Score -6431382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6431381.000000 Penalty: 5297.934570
	Iteration 62Q: 3 clusters Score -6431381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6431382.500000 Penalty: 5297.934570
	Iteration 63Q: 3 clusters Score -6431382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6431381.500000 Penalty: 5297.934570
	Iteration 64Q: 3 clusters Score -6431382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6431382.500000 Penalty: 5297.934570
	Iteration 65Q: 3 clusters Score -6431382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6431389.500000 Penalty: 5297.934570
	Iteration 66Q: 3 clusters Score -6431390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6431385.500000 Penalty: 5297.934570
	Iteration 67Q: 3 clusters Score -6431386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6431388.500000 Penalty: 5297.934570
	Iteration 68Q: 3 clusters Score -6431388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6431383.000000 Penalty: 5297.934570
	Iteration 69Q: 3 clusters Score -6431383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6431385.000000 Penalty: 5297.934570
	Iteration 70Q: 3 clusters Score -6431385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6431381.500000 Penalty: 5297.934570
	Iteration 71Q: 3 clusters Score -6431382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6431381.500000 Penalty: 5297.934570
	Iteration 72F: 3 clusters Score -6431382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Entering Unmasked Estep 
Score: -1683300.625000 Penalty: 2330.267334
	Iteration 0F: 2 clusters Score -1683301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1674375.375000 Penalty: 4660.534668
	Iteration 0F: 3 clusters Score -1674375 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1677144.625000 Penalty: 4660.534668
	Iteration 1F: 3 clusters Score -1677145 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1677495.625000 Penalty: 4660.534668
	Iteration 2F: 3 clusters Score -1677496 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1677733.875000 Penalty: 4660.534668
	Iteration 3Q: 3 clusters Score -1677734 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1677921.875000 Penalty: 4660.534668
	Iteration 4Q: 3 clusters Score -1677922 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1678076.375000 Penalty: 4660.534668
	Iteration 5Q: 3 clusters Score -1678076 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1678231.125000 Penalty: 4660.534668
	Iteration 6Q: 3 clusters Score -1678231 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1678396.375000 Penalty: 4660.534668
	Iteration 7Q: 3 clusters Score -1678396 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1678588.125000 Penalty: 4660.534668
	Iteration 8Q: 3 clusters Score -1678588 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1678779.750000 Penalty: 4660.534668
	Iteration 9Q: 3 clusters Score -1678780 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1678973.500000 Penalty: 4660.534668
	Iteration 10Q: 3 clusters Score -1678974 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1679179.625000 Penalty: 4660.534668
	Iteration 11Q: 3 clusters Score -1679180 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1679412.375000 Penalty: 4660.534668
	Iteration 12Q: 3 clusters Score -1679412 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1679674.500000 Penalty: 4660.534668
	Iteration 13Q: 3 clusters Score -1679674 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1679935.750000 Penalty: 4660.534668
	Iteration 14Q: 3 clusters Score -1679936 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1680187.000000 Penalty: 4660.534668
	Iteration 15Q: 3 clusters Score -1680187 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1680385.500000 Penalty: 4660.534668
	Iteration 16Q: 3 clusters Score -1680386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1680588.000000 Penalty: 4660.534668
	Iteration 17Q: 3 clusters Score -1680588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1680763.125000 Penalty: 4660.534668
	Iteration 18Q: 3 clusters Score -1680763 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1680879.750000 Penalty: 4660.534668
	Iteration 19Q: 3 clusters Score -1680880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1680961.875000 Penalty: 4660.534668
	Iteration 20F: 3 clusters Score -1680962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1681023.250000 Penalty: 4660.534668
	Iteration 21Q: 3 clusters Score -1681023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1681072.875000 Penalty: 4660.534668
	Iteration 22Q: 3 clusters Score -1681073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1681121.625000 Penalty: 4660.534668
	Iteration 23Q: 3 clusters Score -1681122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1681160.125000 Penalty: 4660.534668
	Iteration 24Q: 3 clusters Score -1681160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1681201.625000 Penalty: 4660.534668
	Iteration 25Q: 3 clusters Score -1681202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1681222.500000 Penalty: 4660.534668
	Iteration 26Q: 3 clusters Score -1681222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1681243.625000 Penalty: 4660.534668
	Iteration 27Q: 3 clusters Score -1681244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1681263.750000 Penalty: 4660.534668
	Iteration 28Q: 3 clusters Score -1681264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1681279.375000 Penalty: 4660.534668
	Iteration 29Q: 3 clusters Score -1681279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1681284.875000 Penalty: 4660.534668
	Iteration 30Q: 3 clusters Score -1681285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1681296.250000 Penalty: 4660.534668
	Iteration 31Q: 3 clusters Score -1681296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1681298.375000 Penalty: 4660.534668
	Iteration 32Q: 3 clusters Score -1681298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1681298.250000 Penalty: 4660.534668
	Iteration 33Q: 3 clusters Score -1681298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1681301.875000 Penalty: 4660.534668
	Iteration 34Q: 3 clusters Score -1681302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1681300.500000 Penalty: 4660.534668
	Iteration 35Q: 3 clusters Score -1681300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1681302.375000 Penalty: 4660.534668
	Iteration 36Q: 3 clusters Score -1681302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1681303.750000 Penalty: 4660.534668
	Iteration 37Q: 3 clusters Score -1681304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1681305.500000 Penalty: 4660.534668
	Iteration 38Q: 3 clusters Score -1681306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1681302.750000 Penalty: 4660.534668
	Iteration 39Q: 3 clusters Score -1681303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1681305.125000 Penalty: 4660.534668
	Iteration 40F: 3 clusters Score -1681305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -842309.625000 Penalty: 2150.309082
	Iteration 0F: 2 clusters Score -842309.6 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 2887 members 
Entering Unmasked Estep 
Score: -837278.312500 Penalty: 4300.618164
	Iteration 0F: 3 clusters Score -837278.3 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -838529.500000 Penalty: 4300.618164
	Iteration 1F: 3 clusters Score -838529.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -838776.687500 Penalty: 4300.618164
	Iteration 2F: 3 clusters Score -838776.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -838927.812500 Penalty: 4300.618164
	Iteration 3F: 3 clusters Score -838927.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -839041.312500 Penalty: 4300.618164
	Iteration 4Q: 3 clusters Score -839041.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -839134.625000 Penalty: 4300.618164
	Iteration 5Q: 3 clusters Score -839134.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -839227.750000 Penalty: 4300.618164
	Iteration 6Q: 3 clusters Score -839227.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -839335.625000 Penalty: 4300.618164
	Iteration 7Q: 3 clusters Score -839335.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -839447.812500 Penalty: 4300.618164
	Iteration 8Q: 3 clusters Score -839447.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -839582.625000 Penalty: 4300.618164
	Iteration 9Q: 3 clusters Score -839582.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -839724.937500 Penalty: 4300.618164
	Iteration 10Q: 3 clusters Score -839724.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -839862.062500 Penalty: 4300.618164
	Iteration 11Q: 3 clusters Score -839862.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -839998.500000 Penalty: 4300.618164
	Iteration 12Q: 3 clusters Score -839998.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -840132.437500 Penalty: 4300.618164
	Iteration 13Q: 3 clusters Score -840132.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -840216.812500 Penalty: 4300.618164
	Iteration 14Q: 3 clusters Score -840216.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -840264.125000 Penalty: 4300.618164
	Iteration 15Q: 3 clusters Score -840264.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -840312.750000 Penalty: 4300.618164
	Iteration 16Q: 3 clusters Score -840312.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -840365.062500 Penalty: 4300.618164
	Iteration 17Q: 3 clusters Score -840365.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -840404.187500 Penalty: 4300.618164
	Iteration 18Q: 3 clusters Score -840404.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -840425.250000 Penalty: 4300.618164
	Iteration 19Q: 3 clusters Score -840425.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -840446.062500 Penalty: 4300.618164
	Iteration 20F: 3 clusters Score -840446.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -840463.250000 Penalty: 4300.618164
	Iteration 21Q: 3 clusters Score -840463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -840474.062500 Penalty: 4300.618164
	Iteration 22Q: 3 clusters Score -840474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -840490.937500 Penalty: 4300.618164
	Iteration 23Q: 3 clusters Score -840490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -840503.125000 Penalty: 4300.618164
	Iteration 24Q: 3 clusters Score -840503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -840509.625000 Penalty: 4300.618164
	Iteration 25Q: 3 clusters Score -840509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -840513.500000 Penalty: 4300.618164
	Iteration 26Q: 3 clusters Score -840513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -840514.250000 Penalty: 4300.618164
	Iteration 27Q: 3 clusters Score -840514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -840515.875000 Penalty: 4300.618164
	Iteration 28Q: 3 clusters Score -840515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -840515.875000 Penalty: 4300.618164
	Iteration 29F: 3 clusters Score -840515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Entering Unmasked Estep 
Score: -2933247.750000 Penalty: 2470.468750
	Iteration 0F: 2 clusters Score -2933248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2918456.000000 Penalty: 4940.937500
	Iteration 0F: 3 clusters Score -2918456 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2923515.500000 Penalty: 4940.937500
	Iteration 1F: 3 clusters Score -2923516 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2923969.500000 Penalty: 4940.937500
	Iteration 2F: 3 clusters Score -2923970 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2924430.000000 Penalty: 4940.937500
	Iteration 3F: 3 clusters Score -2924430 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2924874.750000 Penalty: 4940.937500
	Iteration 4F: 3 clusters Score -2924875 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2925416.500000 Penalty: 4940.937500
	Iteration 5Q: 3 clusters Score -2925416 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2926085.500000 Penalty: 4940.937500
	Iteration 6F: 3 clusters Score -2926086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2926827.500000 Penalty: 4940.937500
	Iteration 7F: 3 clusters Score -2926828 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2927516.500000 Penalty: 4940.937500
	Iteration 8F: 3 clusters Score -2927516 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2928137.750000 Penalty: 4940.937500
	Iteration 9Q: 3 clusters Score -2928138 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2928641.250000 Penalty: 4940.937500
	Iteration 10Q: 3 clusters Score -2928641 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2929042.500000 Penalty: 4940.937500
	Iteration 11Q: 3 clusters Score -2929042 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2929380.500000 Penalty: 4940.937500
	Iteration 12Q: 3 clusters Score -2929380 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2929662.000000 Penalty: 4940.937500
	Iteration 13Q: 3 clusters Score -2929662 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2929862.250000 Penalty: 4940.937500
	Iteration 14Q: 3 clusters Score -2929862 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2930036.000000 Penalty: 4940.937500
	Iteration 15Q: 3 clusters Score -2930036 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2930165.500000 Penalty: 4940.937500
	Iteration 16Q: 3 clusters Score -2930166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2930261.750000 Penalty: 4940.937500
	Iteration 17Q: 3 clusters Score -2930262 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2930343.000000 Penalty: 4940.937500
	Iteration 18Q: 3 clusters Score -2930343 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2930433.500000 Penalty: 4940.937500
	Iteration 19Q: 3 clusters Score -2930434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2930514.000000 Penalty: 4940.937500
	Iteration 20F: 3 clusters Score -2930514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2930576.250000 Penalty: 4940.937500
	Iteration 21Q: 3 clusters Score -2930576 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2930667.250000 Penalty: 4940.937500
	Iteration 22Q: 3 clusters Score -2930667 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2930754.750000 Penalty: 4940.937500
	Iteration 23Q: 3 clusters Score -2930755 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2930816.750000 Penalty: 4940.937500
	Iteration 24Q: 3 clusters Score -2930817 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2930902.000000 Penalty: 4940.937500
	Iteration 25Q: 3 clusters Score -2930902 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2930981.500000 Penalty: 4940.937500
	Iteration 26Q: 3 clusters Score -2930982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2931038.500000 Penalty: 4940.937500
	Iteration 27Q: 3 clusters Score -2931038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2931095.000000 Penalty: 4940.937500
	Iteration 28Q: 3 clusters Score -2931095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2931132.500000 Penalty: 4940.937500
	Iteration 29Q: 3 clusters Score -2931132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2931169.500000 Penalty: 4940.937500
	Iteration 30Q: 3 clusters Score -2931170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2931187.000000 Penalty: 4940.937500
	Iteration 31Q: 3 clusters Score -2931187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2931217.250000 Penalty: 4940.937500
	Iteration 32Q: 3 clusters Score -2931217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2931233.250000 Penalty: 4940.937500
	Iteration 33Q: 3 clusters Score -2931233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2931242.250000 Penalty: 4940.937500
	Iteration 34Q: 3 clusters Score -2931242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2931254.000000 Penalty: 4940.937500
	Iteration 35Q: 3 clusters Score -2931254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2931261.750000 Penalty: 4940.937500
	Iteration 36Q: 3 clusters Score -2931262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2931276.250000 Penalty: 4940.937500
	Iteration 37Q: 3 clusters Score -2931276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2931297.000000 Penalty: 4940.937500
	Iteration 38Q: 3 clusters Score -2931297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2931319.000000 Penalty: 4940.937500
	Iteration 39Q: 3 clusters Score -2931319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2931333.500000 Penalty: 4940.937500
	Iteration 40F: 3 clusters Score -2931334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2931336.000000 Penalty: 4940.937500
	Iteration 41Q: 3 clusters Score -2931336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2931338.250000 Penalty: 4940.937500
	Iteration 42Q: 3 clusters Score -2931338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2931342.250000 Penalty: 4940.937500
	Iteration 43Q: 3 clusters Score -2931342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2931340.750000 Penalty: 4940.937500
	Iteration 44Q: 3 clusters Score -2931341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2931346.250000 Penalty: 4940.937500
	Iteration 45Q: 3 clusters Score -2931346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2931347.500000 Penalty: 4940.937500
	Iteration 46Q: 3 clusters Score -2931348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2931352.250000 Penalty: 4940.937500
	Iteration 47Q: 3 clusters Score -2931352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2931351.750000 Penalty: 4940.937500
	Iteration 48Q: 3 clusters Score -2931352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2931355.500000 Penalty: 4940.937500
	Iteration 49Q: 3 clusters Score -2931356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2931356.750000 Penalty: 4940.937500
	Iteration 50Q: 3 clusters Score -2931357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2931352.750000 Penalty: 4940.937500
	Iteration 51Q: 3 clusters Score -2931353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2931357.250000 Penalty: 4940.937500
	Iteration 52Q: 3 clusters Score -2931357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2931356.750000 Penalty: 4940.937500
	Iteration 53Q: 3 clusters Score -2931357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2931357.500000 Penalty: 4940.937500
	Iteration 54Q: 3 clusters Score -2931358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2931357.500000 Penalty: 4940.937500
	Iteration 55Q: 3 clusters Score -2931358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2931365.500000 Penalty: 4940.937500
	Iteration 56Q: 3 clusters Score -2931366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2931365.500000 Penalty: 4940.937500
	Iteration 57Q: 3 clusters Score -2931366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2931365.000000 Penalty: 4940.937500
	Iteration 58Q: 3 clusters Score -2931365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2931368.500000 Penalty: 4940.937500
	Iteration 59Q: 3 clusters Score -2931368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2931371.000000 Penalty: 4940.937500
	Iteration 60F: 3 clusters Score -2931371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -339853.218750 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -339853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -336948.718750 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -336948.7 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337521.187500 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -337521.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -337693.156250 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -337693.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -337827.937500 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -337827.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -337923.093750 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -337923.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -338017.406250 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -338017.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -338116.156250 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -338116.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -338192.843750 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -338192.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -338273.218750 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -338273.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -338355.500000 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -338355.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -338416.812500 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -338416.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -338468.250000 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -338468.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -338514.468750 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -338514.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338564.531250 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -338564.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -338608.468750 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -338608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -338633.750000 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -338633.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338660.343750 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -338660.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -338679.875000 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -338679.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -338693.718750 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -338693.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -338712.875000 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -338712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -338735.375000 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -338735.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -338785.906250 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -338785.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -338838.156250 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -338838.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338875.312500 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -338875.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -338900.093750 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -338900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -338920.625000 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -338920.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -338934.437500 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -338934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338947.437500 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -338947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -338956.000000 Penalty: 3882.113770
	Iteration 28Q: 3 clusters Score -338956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338959.187500 Penalty: 3882.113770
	Iteration 29Q: 3 clusters Score -338959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338963.625000 Penalty: 3882.113770
	Iteration 30Q: 3 clusters Score -338963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -338963.750000 Penalty: 3882.113770
	Iteration 31Q: 3 clusters Score -338963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -338965.218750 Penalty: 3882.113770
	Iteration 32Q: 3 clusters Score -338965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -338965.218750 Penalty: 3882.113770
	Iteration 33F: 3 clusters Score -338965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Entering Unmasked Estep 
Score: -1478686.750000 Penalty: 2321.165039
	Iteration 0F: 2 clusters Score -1478687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1469949.750000 Penalty: 4642.330078
	Iteration 0F: 3 clusters Score -1469950 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1472809.125000 Penalty: 4642.330078
	Iteration 1F: 3 clusters Score -1472809 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1473383.750000 Penalty: 4642.330078
	Iteration 2F: 3 clusters Score -1473384 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1473940.625000 Penalty: 4642.330078
	Iteration 3F: 3 clusters Score -1473941 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1474462.750000 Penalty: 4642.330078
	Iteration 4F: 3 clusters Score -1474463 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1474860.250000 Penalty: 4642.330078
	Iteration 5F: 3 clusters Score -1474860 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1475230.375000 Penalty: 4642.330078
	Iteration 6F: 3 clusters Score -1475230 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1475575.875000 Penalty: 4642.330078
	Iteration 7Q: 3 clusters Score -1475576 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1475869.625000 Penalty: 4642.330078
	Iteration 8Q: 3 clusters Score -1475870 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1476146.250000 Penalty: 4642.330078
	Iteration 9Q: 3 clusters Score -1476146 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1476413.250000 Penalty: 4642.330078
	Iteration 10Q: 3 clusters Score -1476413 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1476627.875000 Penalty: 4642.330078
	Iteration 11Q: 3 clusters Score -1476628 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1476791.250000 Penalty: 4642.330078
	Iteration 12Q: 3 clusters Score -1476791 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1476930.375000 Penalty: 4642.330078
	Iteration 13Q: 3 clusters Score -1476930 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1477038.125000 Penalty: 4642.330078
	Iteration 14Q: 3 clusters Score -1477038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1477106.375000 Penalty: 4642.330078
	Iteration 15Q: 3 clusters Score -1477106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1477148.625000 Penalty: 4642.330078
	Iteration 16Q: 3 clusters Score -1477149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1477180.125000 Penalty: 4642.330078
	Iteration 17Q: 3 clusters Score -1477180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1477213.000000 Penalty: 4642.330078
	Iteration 18Q: 3 clusters Score -1477213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1477238.625000 Penalty: 4642.330078
	Iteration 19Q: 3 clusters Score -1477239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1477258.750000 Penalty: 4642.330078
	Iteration 20F: 3 clusters Score -1477259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1477284.000000 Penalty: 4642.330078
	Iteration 21Q: 3 clusters Score -1477284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1477297.625000 Penalty: 4642.330078
	Iteration 22Q: 3 clusters Score -1477298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1477314.625000 Penalty: 4642.330078
	Iteration 23Q: 3 clusters Score -1477315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1477329.125000 Penalty: 4642.330078
	Iteration 24Q: 3 clusters Score -1477329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1477346.250000 Penalty: 4642.330078
	Iteration 25Q: 3 clusters Score -1477346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1477355.750000 Penalty: 4642.330078
	Iteration 26Q: 3 clusters Score -1477356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1477369.000000 Penalty: 4642.330078
	Iteration 27Q: 3 clusters Score -1477369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1477377.750000 Penalty: 4642.330078
	Iteration 28Q: 3 clusters Score -1477378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1477385.125000 Penalty: 4642.330078
	Iteration 29Q: 3 clusters Score -1477385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1477394.750000 Penalty: 4642.330078
	Iteration 30Q: 3 clusters Score -1477395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1477401.375000 Penalty: 4642.330078
	Iteration 31Q: 3 clusters Score -1477401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1477404.125000 Penalty: 4642.330078
	Iteration 32Q: 3 clusters Score -1477404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1477406.750000 Penalty: 4642.330078
	Iteration 33Q: 3 clusters Score -1477407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1477406.750000 Penalty: 4642.330078
	Iteration 34Q: 3 clusters Score -1477407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1477404.750000 Penalty: 4642.330078
	Iteration 35Q: 3 clusters Score -1477405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1477407.125000 Penalty: 4642.330078
	Iteration 36Q: 3 clusters Score -1477407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1477412.125000 Penalty: 4642.330078
	Iteration 37Q: 3 clusters Score -1477412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1477416.625000 Penalty: 4642.330078
	Iteration 38Q: 3 clusters Score -1477417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1477419.125000 Penalty: 4642.330078
	Iteration 39Q: 3 clusters Score -1477419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1477422.500000 Penalty: 4642.330078
	Iteration 40F: 3 clusters Score -1477422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1477424.250000 Penalty: 4642.330078
	Iteration 41Q: 3 clusters Score -1477424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1477423.125000 Penalty: 4642.330078
	Iteration 42Q: 3 clusters Score -1477423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1477425.000000 Penalty: 4642.330078
	Iteration 43Q: 3 clusters Score -1477425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1477425.250000 Penalty: 4642.330078
	Iteration 44Q: 3 clusters Score -1477425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1477424.750000 Penalty: 4642.330078
	Iteration 45Q: 3 clusters Score -1477425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1477424.750000 Penalty: 4642.330078
	Iteration 46F: 3 clusters Score -1477425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Entering Unmasked Estep 
Score: -1439858.625000 Penalty: 2299.105957
	Iteration 0F: 2 clusters Score -1439859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1431733.750000 Penalty: 4598.211914
	Iteration 0F: 3 clusters Score -1431734 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1434146.625000 Penalty: 4598.211914
	Iteration 1F: 3 clusters Score -1434147 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1434457.000000 Penalty: 4598.211914
	Iteration 2F: 3 clusters Score -1434457 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1434719.125000 Penalty: 4598.211914
	Iteration 3F: 3 clusters Score -1434719 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1434922.000000 Penalty: 4598.211914
	Iteration 4Q: 3 clusters Score -1434922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1435135.875000 Penalty: 4598.211914
	Iteration 5Q: 3 clusters Score -1435136 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1435350.500000 Penalty: 4598.211914
	Iteration 6Q: 3 clusters Score -1435350 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1435589.750000 Penalty: 4598.211914
	Iteration 7Q: 3 clusters Score -1435590 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1435849.875000 Penalty: 4598.211914
	Iteration 8Q: 3 clusters Score -1435850 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1436119.250000 Penalty: 4598.211914
	Iteration 9Q: 3 clusters Score -1436119 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1436441.125000 Penalty: 4598.211914
	Iteration 10Q: 3 clusters Score -1436441 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1436778.250000 Penalty: 4598.211914
	Iteration 11Q: 3 clusters Score -1436778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1437058.375000 Penalty: 4598.211914
	Iteration 12Q: 3 clusters Score -1437058 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1437293.000000 Penalty: 4598.211914
	Iteration 13Q: 3 clusters Score -1437293 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1437457.000000 Penalty: 4598.211914
	Iteration 14Q: 3 clusters Score -1437457 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1437593.500000 Penalty: 4598.211914
	Iteration 15Q: 3 clusters Score -1437594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1437669.125000 Penalty: 4598.211914
	Iteration 16Q: 3 clusters Score -1437669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1437718.250000 Penalty: 4598.211914
	Iteration 17Q: 3 clusters Score -1437718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1437758.625000 Penalty: 4598.211914
	Iteration 18Q: 3 clusters Score -1437759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1437778.875000 Penalty: 4598.211914
	Iteration 19Q: 3 clusters Score -1437779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1437792.625000 Penalty: 4598.211914
	Iteration 20F: 3 clusters Score -1437793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1437801.000000 Penalty: 4598.211914
	Iteration 21Q: 3 clusters Score -1437801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1437806.125000 Penalty: 4598.211914
	Iteration 22Q: 3 clusters Score -1437806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1437812.250000 Penalty: 4598.211914
	Iteration 23Q: 3 clusters Score -1437812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1437817.375000 Penalty: 4598.211914
	Iteration 24Q: 3 clusters Score -1437817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1437817.875000 Penalty: 4598.211914
	Iteration 25Q: 3 clusters Score -1437818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1437819.000000 Penalty: 4598.211914
	Iteration 26Q: 3 clusters Score -1437819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1437817.875000 Penalty: 4598.211914
	Iteration 27Q: 3 clusters Score -1437818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1437817.875000 Penalty: 4598.211914
	Iteration 28F: 3 clusters Score -1437818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -663988.500000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -663988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -659648.812500 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -659648.8 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -660730.250000 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -660730.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -661118.250000 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -661118.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -661461.312500 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -661461.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -661738.687500 Penalty: 4194.681152
	Iteration 4F: 3 clusters Score -661738.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -661975.937500 Penalty: 4194.681152
	Iteration 5F: 3 clusters Score -661975.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -662164.250000 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -662164.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -662312.187500 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -662312.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -662417.937500 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -662417.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -662495.812500 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -662495.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -662552.062500 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -662552.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -662591.375000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -662591.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -662631.437500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -662631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -662657.312500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -662657.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -662679.250000 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -662679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -662692.875000 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -662692.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -662707.562500 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -662707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -662716.812500 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -662716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -662722.937500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -662722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -662727.250000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -662727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -662732.562500 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -662732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -662739.250000 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -662739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -662743.437500 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -662743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -662749.062500 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -662749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -662751.000000 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -662751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -662755.250000 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -662755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -662758.500000 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -662758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -662758.875000 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -662758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -662763.687500 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -662763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -662766.250000 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -662766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -662771.000000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -662771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -662773.437500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -662773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -662779.875000 Penalty: 4194.681152
	Iteration 32Q: 3 clusters Score -662779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -662783.500000 Penalty: 4194.681152
	Iteration 33Q: 3 clusters Score -662783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -662785.500000 Penalty: 4194.681152
	Iteration 34Q: 3 clusters Score -662785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -662788.562500 Penalty: 4194.681152
	Iteration 35Q: 3 clusters Score -662788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -662790.687500 Penalty: 4194.681152
	Iteration 36Q: 3 clusters Score -662790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -662793.625000 Penalty: 4194.681152
	Iteration 37Q: 3 clusters Score -662793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -662795.187500 Penalty: 4194.681152
	Iteration 38Q: 3 clusters Score -662795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -662795.187500 Penalty: 4194.681152
	Iteration 39F: 3 clusters Score -662795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Entering Unmasked Estep 
Score: -3471981.250000 Penalty: 2498.600098
	Iteration 0F: 2 clusters Score -3471981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3455592.750000 Penalty: 4997.200195
	Iteration 0F: 3 clusters Score -3455593 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3461291.750000 Penalty: 4997.200195
	Iteration 1F: 3 clusters Score -3461292 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3461745.250000 Penalty: 4997.200195
	Iteration 2F: 3 clusters Score -3461745 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3462142.000000 Penalty: 4997.200195
	Iteration 3Q: 3 clusters Score -3462142 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3462471.250000 Penalty: 4997.200195
	Iteration 4Q: 3 clusters Score -3462471 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3462807.500000 Penalty: 4997.200195
	Iteration 5Q: 3 clusters Score -3462808 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3463224.000000 Penalty: 4997.200195
	Iteration 6Q: 3 clusters Score -3463224 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3463746.750000 Penalty: 4997.200195
	Iteration 7Q: 3 clusters Score -3463747 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3464463.000000 Penalty: 4997.200195
	Iteration 8Q: 3 clusters Score -3464463 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3465468.000000 Penalty: 4997.200195
	Iteration 9F: 3 clusters Score -3465468 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3466494.000000 Penalty: 4997.200195
	Iteration 10F: 3 clusters Score -3466494 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3467508.000000 Penalty: 4997.200195
	Iteration 11F: 3 clusters Score -3467508 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3468326.250000 Penalty: 4997.200195
	Iteration 12Q: 3 clusters Score -3468326 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3468920.750000 Penalty: 4997.200195
	Iteration 13Q: 3 clusters Score -3468921 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3469282.250000 Penalty: 4997.200195
	Iteration 14Q: 3 clusters Score -3469282 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3469518.500000 Penalty: 4997.200195
	Iteration 15Q: 3 clusters Score -3469518 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3469684.250000 Penalty: 4997.200195
	Iteration 16Q: 3 clusters Score -3469684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3469783.000000 Penalty: 4997.200195
	Iteration 17Q: 3 clusters Score -3469783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3469835.000000 Penalty: 4997.200195
	Iteration 18Q: 3 clusters Score -3469835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3469871.250000 Penalty: 4997.200195
	Iteration 19Q: 3 clusters Score -3469871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3469905.500000 Penalty: 4997.200195
	Iteration 20F: 3 clusters Score -3469906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3469933.750000 Penalty: 4997.200195
	Iteration 21Q: 3 clusters Score -3469934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3469958.000000 Penalty: 4997.200195
	Iteration 22Q: 3 clusters Score -3469958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3469976.000000 Penalty: 4997.200195
	Iteration 23Q: 3 clusters Score -3469976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3469992.500000 Penalty: 4997.200195
	Iteration 24Q: 3 clusters Score -3469992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3469999.000000 Penalty: 4997.200195
	Iteration 25Q: 3 clusters Score -3469999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3470001.000000 Penalty: 4997.200195
	Iteration 26Q: 3 clusters Score -3470001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3470004.250000 Penalty: 4997.200195
	Iteration 27Q: 3 clusters Score -3470004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3470009.750000 Penalty: 4997.200195
	Iteration 28Q: 3 clusters Score -3470010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3470009.000000 Penalty: 4997.200195
	Iteration 29Q: 3 clusters Score -3470009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3470019.250000 Penalty: 4997.200195
	Iteration 30Q: 3 clusters Score -3470019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3470019.500000 Penalty: 4997.200195
	Iteration 31Q: 3 clusters Score -3470020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3470021.000000 Penalty: 4997.200195
	Iteration 32Q: 3 clusters Score -3470021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3470025.750000 Penalty: 4997.200195
	Iteration 33Q: 3 clusters Score -3470026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3470022.250000 Penalty: 4997.200195
	Iteration 34Q: 3 clusters Score -3470022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3470023.750000 Penalty: 4997.200195
	Iteration 35Q: 3 clusters Score -3470024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3470023.750000 Penalty: 4997.200195
	Iteration 36F: 3 clusters Score -3470024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40626.101562 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40626.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40751.089844 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40751.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40809.945312 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40809.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40849.582031 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40849.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40862.117188 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40862.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40880.519531 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40880.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40892.136719 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -40892.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40899.671875 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -40899.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40899.671875 Penalty: 2865.715576
	Iteration 8F: 3 clusters Score -40899.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (142012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Entering Unmasked Estep 
Score: -20819174.000000 Penalty: 2942.189209
	Iteration 0F: 2 clusters Score -2.081917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -20728560.000000 Penalty: 5884.378418
	Iteration 0F: 3 clusters Score -2.072856e+07 nChanged 67839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -20768366.000000 Penalty: 5884.378418
	Iteration 1F: 3 clusters Score -2.076837e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -20769842.000000 Penalty: 5884.378418
	Iteration 2Q: 3 clusters Score -2.076984e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -20772274.000000 Penalty: 5884.378418
	Iteration 3Q: 3 clusters Score -2.077227e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -20776542.000000 Penalty: 5884.378418
	Iteration 4F: 3 clusters Score -2.077654e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -20783860.000000 Penalty: 5884.378418
	Iteration 5F: 3 clusters Score -2.078386e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -20794044.000000 Penalty: 5884.378418
	Iteration 6F: 3 clusters Score -2.079404e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -20804122.000000 Penalty: 5884.378418
	Iteration 7F: 3 clusters Score -2.080412e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -20810548.000000 Penalty: 5884.378418
	Iteration 8F: 3 clusters Score -2.081055e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -20813622.000000 Penalty: 5884.378418
	Iteration 9Q: 3 clusters Score -2.081362e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -20814764.000000 Penalty: 5884.378418
	Iteration 10Q: 3 clusters Score -2.081476e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -20815384.000000 Penalty: 5884.378418
	Iteration 11Q: 3 clusters Score -2.081538e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -20815840.000000 Penalty: 5884.378418
	Iteration 12Q: 3 clusters Score -2.081584e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 135115 members 
Entering Unmasked Estep 
Score: -20816240.000000 Penalty: 5884.378418
	Iteration 13Q: 3 clusters Score -2.081624e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 136464 members 
Entering Unmasked Estep 
Score: -20816498.000000 Penalty: 5884.378418
	Iteration 14Q: 3 clusters Score -2.08165e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -20816662.000000 Penalty: 5884.378418
	Iteration 15Q: 3 clusters Score -2.081666e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -20816722.000000 Penalty: 5884.378418
	Iteration 16Q: 3 clusters Score -2.081672e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -20816786.000000 Penalty: 5884.378418
	Iteration 17Q: 3 clusters Score -2.081679e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -20816860.000000 Penalty: 5884.378418
	Iteration 18Q: 3 clusters Score -2.081686e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -20816892.000000 Penalty: 5884.378418
	Iteration 19Q: 3 clusters Score -2.081689e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -20816868.000000 Penalty: 5884.378418
	Iteration 20F: 3 clusters Score -2.081687e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -20816838.000000 Penalty: 5884.378418
	Iteration 21Q: 3 clusters Score -2.081684e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -20816904.000000 Penalty: 5884.378418
	Iteration 22Q: 3 clusters Score -2.08169e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 140489 members 
Entering Unmasked Estep 
Score: -20816926.000000 Penalty: 5884.378418
	Iteration 23Q: 3 clusters Score -2.081693e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -20816950.000000 Penalty: 5884.378418
	Iteration 24Q: 3 clusters Score -2.081695e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -20816944.000000 Penalty: 5884.378418
	Iteration 25Q: 3 clusters Score -2.081694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 140744 members 
Entering Unmasked Estep 
Score: -20816916.000000 Penalty: 5884.378418
	Iteration 26Q: 3 clusters Score -2.081692e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -20816926.000000 Penalty: 5884.378418
	Iteration 27Q: 3 clusters Score -2.081693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 140838 members 
Entering Unmasked Estep 
Score: -20816942.000000 Penalty: 5884.378418
	Iteration 28Q: 3 clusters Score -2.081694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -20816994.000000 Penalty: 5884.378418
	Iteration 29Q: 3 clusters Score -2.081699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 140899 members 
Entering Unmasked Estep 
Score: -20817010.000000 Penalty: 5884.378418
	Iteration 30Q: 3 clusters Score -2.081701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -20816980.000000 Penalty: 5884.378418
	Iteration 31Q: 3 clusters Score -2.081698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -20816990.000000 Penalty: 5884.378418
	Iteration 32Q: 3 clusters Score -2.081699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -20816994.000000 Penalty: 5884.378418
	Iteration 33Q: 3 clusters Score -2.081699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -20816982.000000 Penalty: 5884.378418
	Iteration 34Q: 3 clusters Score -2.081698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -20816988.000000 Penalty: 5884.378418
	Iteration 35Q: 3 clusters Score -2.081699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -20816990.000000 Penalty: 5884.378418
	Iteration 36Q: 3 clusters Score -2.081699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -20817026.000000 Penalty: 5884.378418
	Iteration 37Q: 3 clusters Score -2.081703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -20817014.000000 Penalty: 5884.378418
	Iteration 38Q: 3 clusters Score -2.081701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -20817030.000000 Penalty: 5884.378418
	Iteration 39Q: 3 clusters Score -2.081703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -20817024.000000 Penalty: 5884.378418
	Iteration 40F: 3 clusters Score -2.081702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -20817036.000000 Penalty: 5884.378418
	Iteration 41Q: 3 clusters Score -2.081704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -20817032.000000 Penalty: 5884.378418
	Iteration 42Q: 3 clusters Score -2.081703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -20817038.000000 Penalty: 5884.378418
	Iteration 43Q: 3 clusters Score -2.081704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -20817030.000000 Penalty: 5884.378418
	Iteration 44Q: 3 clusters Score -2.081703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -20817022.000000 Penalty: 5884.378418
	Iteration 45Q: 3 clusters Score -2.081702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -20817036.000000 Penalty: 5884.378418
	Iteration 46Q: 3 clusters Score -2.081704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -20817046.000000 Penalty: 5884.378418
	Iteration 47Q: 3 clusters Score -2.081705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -20817050.000000 Penalty: 5884.378418
	Iteration 48Q: 3 clusters Score -2.081705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -20817038.000000 Penalty: 5884.378418
	Iteration 49Q: 3 clusters Score -2.081704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -20817030.000000 Penalty: 5884.378418
	Iteration 50Q: 3 clusters Score -2.081703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -20817034.000000 Penalty: 5884.378418
	Iteration 51Q: 3 clusters Score -2.081703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -20817034.000000 Penalty: 5884.378418
	Iteration 52F: 3 clusters Score -2.081703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Entering Unmasked Estep 
Score: -4897911.500000 Penalty: 2581.015137
	Iteration 0F: 2 clusters Score -4897912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4875247.000000 Penalty: 5162.030273
	Iteration 0F: 3 clusters Score -4875247 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -4883540.000000 Penalty: 5162.030273
	Iteration 1F: 3 clusters Score -4883540 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4884075.500000 Penalty: 5162.030273
	Iteration 2Q: 3 clusters Score -4884076 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4884590.000000 Penalty: 5162.030273
	Iteration 3Q: 3 clusters Score -4884590 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4885170.000000 Penalty: 5162.030273
	Iteration 4Q: 3 clusters Score -4885170 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4885859.000000 Penalty: 5162.030273
	Iteration 5Q: 3 clusters Score -4885859 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4886757.500000 Penalty: 5162.030273
	Iteration 6F: 3 clusters Score -4886758 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4887827.000000 Penalty: 5162.030273
	Iteration 7F: 3 clusters Score -4887827 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4889205.000000 Penalty: 5162.030273
	Iteration 8F: 3 clusters Score -4889205 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4890794.500000 Penalty: 5162.030273
	Iteration 9F: 3 clusters Score -4890794 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4892065.500000 Penalty: 5162.030273
	Iteration 10F: 3 clusters Score -4892066 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -4892758.000000 Penalty: 5162.030273
	Iteration 11Q: 3 clusters Score -4892758 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4893109.000000 Penalty: 5162.030273
	Iteration 12Q: 3 clusters Score -4893109 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4893379.500000 Penalty: 5162.030273
	Iteration 13Q: 3 clusters Score -4893380 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4893552.500000 Penalty: 5162.030273
	Iteration 14Q: 3 clusters Score -4893552 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4893709.000000 Penalty: 5162.030273
	Iteration 15Q: 3 clusters Score -4893709 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4893830.000000 Penalty: 5162.030273
	Iteration 16Q: 3 clusters Score -4893830 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4893962.000000 Penalty: 5162.030273
	Iteration 17Q: 3 clusters Score -4893962 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4894098.000000 Penalty: 5162.030273
	Iteration 18Q: 3 clusters Score -4894098 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4894188.000000 Penalty: 5162.030273
	Iteration 19Q: 3 clusters Score -4894188 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4894286.000000 Penalty: 5162.030273
	Iteration 20F: 3 clusters Score -4894286 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4894342.000000 Penalty: 5162.030273
	Iteration 21Q: 3 clusters Score -4894342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4894391.000000 Penalty: 5162.030273
	Iteration 22Q: 3 clusters Score -4894391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4894453.000000 Penalty: 5162.030273
	Iteration 23Q: 3 clusters Score -4894453 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4894499.000000 Penalty: 5162.030273
	Iteration 24Q: 3 clusters Score -4894499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4894541.000000 Penalty: 5162.030273
	Iteration 25Q: 3 clusters Score -4894541 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4894582.500000 Penalty: 5162.030273
	Iteration 26Q: 3 clusters Score -4894582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4894639.000000 Penalty: 5162.030273
	Iteration 27Q: 3 clusters Score -4894639 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4894683.500000 Penalty: 5162.030273
	Iteration 28Q: 3 clusters Score -4894684 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4894755.500000 Penalty: 5162.030273
	Iteration 29Q: 3 clusters Score -4894756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4894804.000000 Penalty: 5162.030273
	Iteration 30Q: 3 clusters Score -4894804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4894847.000000 Penalty: 5162.030273
	Iteration 31Q: 3 clusters Score -4894847 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4894904.500000 Penalty: 5162.030273
	Iteration 32Q: 3 clusters Score -4894904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4894957.000000 Penalty: 5162.030273
	Iteration 33Q: 3 clusters Score -4894957 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4895007.500000 Penalty: 5162.030273
	Iteration 34Q: 3 clusters Score -4895008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4895048.000000 Penalty: 5162.030273
	Iteration 35Q: 3 clusters Score -4895048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4895101.000000 Penalty: 5162.030273
	Iteration 36Q: 3 clusters Score -4895101 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4895155.000000 Penalty: 5162.030273
	Iteration 37Q: 3 clusters Score -4895155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4895188.500000 Penalty: 5162.030273
	Iteration 38Q: 3 clusters Score -4895188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4895215.500000 Penalty: 5162.030273
	Iteration 39Q: 3 clusters Score -4895216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4895256.500000 Penalty: 5162.030273
	Iteration 40F: 3 clusters Score -4895256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4895274.500000 Penalty: 5162.030273
	Iteration 41Q: 3 clusters Score -4895274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4895308.500000 Penalty: 5162.030273
	Iteration 42Q: 3 clusters Score -4895308 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4895331.000000 Penalty: 5162.030273
	Iteration 43Q: 3 clusters Score -4895331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4895349.500000 Penalty: 5162.030273
	Iteration 44Q: 3 clusters Score -4895350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4895357.500000 Penalty: 5162.030273
	Iteration 45Q: 3 clusters Score -4895358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4895399.000000 Penalty: 5162.030273
	Iteration 46Q: 3 clusters Score -4895399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4895415.500000 Penalty: 5162.030273
	Iteration 47Q: 3 clusters Score -4895416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4895440.500000 Penalty: 5162.030273
	Iteration 48Q: 3 clusters Score -4895440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4895466.500000 Penalty: 5162.030273
	Iteration 49Q: 3 clusters Score -4895466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4895497.500000 Penalty: 5162.030273
	Iteration 50Q: 3 clusters Score -4895498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4895504.500000 Penalty: 5162.030273
	Iteration 51Q: 3 clusters Score -4895504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4895516.500000 Penalty: 5162.030273
	Iteration 52Q: 3 clusters Score -4895516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4895532.500000 Penalty: 5162.030273
	Iteration 53Q: 3 clusters Score -4895532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4895537.500000 Penalty: 5162.030273
	Iteration 54Q: 3 clusters Score -4895538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4895544.500000 Penalty: 5162.030273
	Iteration 55Q: 3 clusters Score -4895544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4895554.000000 Penalty: 5162.030273
	Iteration 56Q: 3 clusters Score -4895554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4895565.500000 Penalty: 5162.030273
	Iteration 57Q: 3 clusters Score -4895566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4895577.500000 Penalty: 5162.030273
	Iteration 58Q: 3 clusters Score -4895578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4895579.000000 Penalty: 5162.030273
	Iteration 59Q: 3 clusters Score -4895579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4895575.000000 Penalty: 5162.030273
	Iteration 60F: 3 clusters Score -4895575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4895580.000000 Penalty: 5162.030273
	Iteration 61Q: 3 clusters Score -4895580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4895588.500000 Penalty: 5162.030273
	Iteration 62Q: 3 clusters Score -4895588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4895589.000000 Penalty: 5162.030273
	Iteration 63Q: 3 clusters Score -4895589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4895594.000000 Penalty: 5162.030273
	Iteration 64Q: 3 clusters Score -4895594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4895596.500000 Penalty: 5162.030273
	Iteration 65Q: 3 clusters Score -4895596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4895594.500000 Penalty: 5162.030273
	Iteration 66Q: 3 clusters Score -4895594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4895601.000000 Penalty: 5162.030273
	Iteration 67Q: 3 clusters Score -4895601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4895603.000000 Penalty: 5162.030273
	Iteration 68Q: 3 clusters Score -4895603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4895606.000000 Penalty: 5162.030273
	Iteration 69Q: 3 clusters Score -4895606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4895600.500000 Penalty: 5162.030273
	Iteration 70Q: 3 clusters Score -4895600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4895598.000000 Penalty: 5162.030273
	Iteration 71Q: 3 clusters Score -4895598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4895592.000000 Penalty: 5162.030273
	Iteration 72Q: 3 clusters Score -4895592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4895589.500000 Penalty: 5162.030273
	Iteration 73Q: 3 clusters Score -4895590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4895598.500000 Penalty: 5162.030273
	Iteration 74Q: 3 clusters Score -4895598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4895595.500000 Penalty: 5162.030273
	Iteration 75Q: 3 clusters Score -4895596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4895597.000000 Penalty: 5162.030273
	Iteration 76Q: 3 clusters Score -4895597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4895599.500000 Penalty: 5162.030273
	Iteration 77Q: 3 clusters Score -4895600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4895604.000000 Penalty: 5162.030273
	Iteration 78Q: 3 clusters Score -4895604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4895601.000000 Penalty: 5162.030273
	Iteration 79Q: 3 clusters Score -4895601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4895600.500000 Penalty: 5162.030273
	Iteration 80F: 3 clusters Score -4895600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4895601.500000 Penalty: 5162.030273
	Iteration 81Q: 3 clusters Score -4895602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4895600.000000 Penalty: 5162.030273
	Iteration 82Q: 3 clusters Score -4895600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4895596.000000 Penalty: 5162.030273
	Iteration 83Q: 3 clusters Score -4895596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4895595.500000 Penalty: 5162.030273
	Iteration 84Q: 3 clusters Score -4895596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4895602.500000 Penalty: 5162.030273
	Iteration 85Q: 3 clusters Score -4895602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4895605.500000 Penalty: 5162.030273
	Iteration 86Q: 3 clusters Score -4895606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4895605.000000 Penalty: 5162.030273
	Iteration 87Q: 3 clusters Score -4895605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4895610.000000 Penalty: 5162.030273
	Iteration 88Q: 3 clusters Score -4895610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4895614.500000 Penalty: 5162.030273
	Iteration 89Q: 3 clusters Score -4895614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4895615.000000 Penalty: 5162.030273
	Iteration 90Q: 3 clusters Score -4895615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4895615.000000 Penalty: 5162.030273
	Iteration 91Q: 3 clusters Score -4895615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4895620.000000 Penalty: 5162.030273
	Iteration 92Q: 3 clusters Score -4895620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4895621.500000 Penalty: 5162.030273
	Iteration 93Q: 3 clusters Score -4895622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4895622.500000 Penalty: 5162.030273
	Iteration 94Q: 3 clusters Score -4895622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4895626.000000 Penalty: 5162.030273
	Iteration 95Q: 3 clusters Score -4895626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4895631.000000 Penalty: 5162.030273
	Iteration 96Q: 3 clusters Score -4895631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4895627.500000 Penalty: 5162.030273
	Iteration 97Q: 3 clusters Score -4895628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4895623.500000 Penalty: 5162.030273
	Iteration 98Q: 3 clusters Score -4895624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4895627.000000 Penalty: 5162.030273
	Iteration 99Q: 3 clusters Score -4895627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4895630.000000 Penalty: 5162.030273
	Iteration 100F: 3 clusters Score -4895630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4895633.500000 Penalty: 5162.030273
	Iteration 101Q: 3 clusters Score -4895634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4895636.500000 Penalty: 5162.030273
	Iteration 102Q: 3 clusters Score -4895636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4895640.000000 Penalty: 5162.030273
	Iteration 103Q: 3 clusters Score -4895640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4895640.000000 Penalty: 5162.030273
	Iteration 104Q: 3 clusters Score -4895640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4895643.000000 Penalty: 5162.030273
	Iteration 105Q: 3 clusters Score -4895643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4895644.000000 Penalty: 5162.030273
	Iteration 106Q: 3 clusters Score -4895644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4895645.500000 Penalty: 5162.030273
	Iteration 107Q: 3 clusters Score -4895646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4895646.500000 Penalty: 5162.030273
	Iteration 108Q: 3 clusters Score -4895646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4895648.500000 Penalty: 5162.030273
	Iteration 109Q: 3 clusters Score -4895648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4895646.000000 Penalty: 5162.030273
	Iteration 110Q: 3 clusters Score -4895646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4895646.000000 Penalty: 5162.030273
	Iteration 111F: 3 clusters Score -4895646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -1489452.625000 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -1489453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1481477.625000 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -1481478 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1483765.500000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -1483766 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1484102.875000 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -1484103 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1484368.750000 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -1484369 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1484586.250000 Penalty: 4592.670410
	Iteration 4Q: 3 clusters Score -1484586 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1484794.750000 Penalty: 4592.670410
	Iteration 5Q: 3 clusters Score -1484795 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1484987.000000 Penalty: 4592.670410
	Iteration 6Q: 3 clusters Score -1484987 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1485190.500000 Penalty: 4592.670410
	Iteration 7Q: 3 clusters Score -1485190 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1485415.250000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -1485415 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1485648.250000 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -1485648 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1485905.750000 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -1485906 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1486182.000000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -1486182 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1486466.750000 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -1486467 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1486740.500000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -1486740 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1486992.375000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -1486992 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1487205.250000 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -1487205 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1487360.125000 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -1487360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1487450.625000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -1487451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1487521.375000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -1487521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1487554.375000 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -1487554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1487583.000000 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -1487583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1487606.000000 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -1487606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1487617.000000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -1487617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1487624.750000 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -1487625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1487629.875000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -1487630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1487634.500000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -1487634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1487637.750000 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -1487638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1487636.625000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -1487637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1487638.875000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -1487639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1487638.250000 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -1487638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1487641.000000 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -1487641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1487647.625000 Penalty: 4592.670410
	Iteration 31Q: 3 clusters Score -1487648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1487651.250000 Penalty: 4592.670410
	Iteration 32Q: 3 clusters Score -1487651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1487650.875000 Penalty: 4592.670410
	Iteration 33Q: 3 clusters Score -1487651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1487651.875000 Penalty: 4592.670410
	Iteration 34Q: 3 clusters Score -1487652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1487651.750000 Penalty: 4592.670410
	Iteration 35Q: 3 clusters Score -1487652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1487652.875000 Penalty: 4592.670410
	Iteration 36Q: 3 clusters Score -1487653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1487652.875000 Penalty: 4592.670410
	Iteration 37F: 3 clusters Score -1487653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -321143.968750 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -321144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -318201.343750 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -318201.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -318815.718750 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -318815.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -318996.031250 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -318996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -319148.687500 Penalty: 3878.140869
	Iteration 3F: 3 clusters Score -319148.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -319304.781250 Penalty: 3878.140869
	Iteration 4F: 3 clusters Score -319304.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319409.343750 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -319409.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -319496.843750 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -319496.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -319585.718750 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -319585.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319661.687500 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -319661.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -319709.906250 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -319709.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319738.531250 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -319738.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319766.062500 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -319766.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319782.187500 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -319782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -319795.750000 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -319795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319803.968750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -319804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -319811.000000 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -319811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -319816.625000 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -319816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -319822.000000 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -319822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -319826.937500 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -319826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319832.843750 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -319832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -319836.343750 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -319836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319836.593750 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -319836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319836.968750 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -319837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319836.968750 Penalty: 3878.140869
	Iteration 23F: 3 clusters Score -319837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100269.492188 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100269.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100751.468750 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -100751.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101032.210938 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101032.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101230.289062 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -101230.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101381.046875 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -101381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101649.992188 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -101650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102057.414062 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -102057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102121.343750 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -102121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102159.296875 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -102159.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102195.734375 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -102195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -102246.031250 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -102246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -102272.804688 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -102272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -102285.460938 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -102285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -102285.460938 Penalty: 3330.830322
	Iteration 13F: 3 clusters Score -102285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156447 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54353 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 56033 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21196 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23742 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142012 members 
Mstep: Class 27 contains 33101 members 
Mstep: Class 28 contains 10503 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 570 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40749 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 255 members 
Entering Unmasked Estep 
Score: -128956592.000000 Penalty: 115654.703125
Splitting cluster 30 changes total score from -128957776.000000 to -128956592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60677.902344 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60677.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60997.335938 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -60997.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61242.832031 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -61242.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61605.167969 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -61605.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61748.636719 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -61748.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61793.238281 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61793.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61809.507812 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -61809.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61829.667969 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -61829.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -61856.496094 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -61856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61884.636719 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -61884.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61910.398438 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -61910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61942.218750 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -61942.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61957.921875 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -61957.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -61983.109375 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -61983.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62022.312500 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -62022.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62064.277344 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -62064.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62106.730469 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -62106.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62106.730469 Penalty: 3070.396484
	Iteration 17F: 3 clusters Score -62106.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Entering Unmasked Estep 
Score: -6030099.500000 Penalty: 2632.566406
	Iteration 0F: 2 clusters Score -6030100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -6002438.000000 Penalty: 5265.132812
	Iteration 0F: 3 clusters Score -6002438 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6012434.000000 Penalty: 5265.132812
	Iteration 1F: 3 clusters Score -6012434 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -6012927.500000 Penalty: 5265.132812
	Iteration 2Q: 3 clusters Score -6012928 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -6013495.000000 Penalty: 5265.132812
	Iteration 3Q: 3 clusters Score -6013495 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6014146.500000 Penalty: 5265.132812
	Iteration 4Q: 3 clusters Score -6014146 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6015234.500000 Penalty: 5265.132812
	Iteration 5F: 3 clusters Score -6015234 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -6016903.500000 Penalty: 5265.132812
	Iteration 6F: 3 clusters Score -6016904 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6019342.000000 Penalty: 5265.132812
	Iteration 7F: 3 clusters Score -6019342 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -6022519.000000 Penalty: 5265.132812
	Iteration 8F: 3 clusters Score -6022519 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6025323.500000 Penalty: 5265.132812
	Iteration 9F: 3 clusters Score -6025324 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6026868.500000 Penalty: 5265.132812
	Iteration 10Q: 3 clusters Score -6026868 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6027377.000000 Penalty: 5265.132812
	Iteration 11Q: 3 clusters Score -6027377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6027539.500000 Penalty: 5265.132812
	Iteration 12Q: 3 clusters Score -6027540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6027625.000000 Penalty: 5265.132812
	Iteration 13Q: 3 clusters Score -6027625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6027659.000000 Penalty: 5265.132812
	Iteration 14Q: 3 clusters Score -6027659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6027689.500000 Penalty: 5265.132812
	Iteration 15Q: 3 clusters Score -6027690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6027721.000000 Penalty: 5265.132812
	Iteration 16Q: 3 clusters Score -6027721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6027724.500000 Penalty: 5265.132812
	Iteration 17Q: 3 clusters Score -6027724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6027725.000000 Penalty: 5265.132812
	Iteration 18Q: 3 clusters Score -6027725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6027725.500000 Penalty: 5265.132812
	Iteration 19Q: 3 clusters Score -6027726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6027724.500000 Penalty: 5265.132812
	Iteration 20F: 3 clusters Score -6027724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77044.937500 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77044.94 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77263.062500 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77263.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77386.929688 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77386.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77477.921875 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -77477.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77521.101562 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -77521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77547.703125 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -77547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77559.703125 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -77559.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77573.882812 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -77573.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77587.656250 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -77587.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77599.859375 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -77599.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77619.187500 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -77619.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77669.726562 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -77669.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77777.757812 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -77777.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77913.812500 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -77913.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77965.320312 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -77965.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77993.296875 Penalty: 3170.390869
	Iteration 15Q: 3 clusters Score -77993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78030.562500 Penalty: 3170.390869
	Iteration 16Q: 3 clusters Score -78030.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78056.351562 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -78056.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78074.835938 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -78074.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78080.093750 Penalty: 3170.390869
	Iteration 19Q: 3 clusters Score -78080.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78092.007812 Penalty: 3170.390869
	Iteration 20F: 3 clusters Score -78092.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78098.632812 Penalty: 3170.390869
	Iteration 21Q: 3 clusters Score -78098.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78126.765625 Penalty: 3170.390869
	Iteration 22Q: 3 clusters Score -78126.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78166.796875 Penalty: 3170.390869
	Iteration 23Q: 3 clusters Score -78166.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78209.804688 Penalty: 3170.390869
	Iteration 24Q: 3 clusters Score -78209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78238.554688 Penalty: 3170.390869
	Iteration 25Q: 3 clusters Score -78238.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78250.531250 Penalty: 3170.390869
	Iteration 26Q: 3 clusters Score -78250.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78269.078125 Penalty: 3170.390869
	Iteration 27Q: 3 clusters Score -78269.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78280.210938 Penalty: 3170.390869
	Iteration 28Q: 3 clusters Score -78280.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78297.984375 Penalty: 3170.390869
	Iteration 29Q: 3 clusters Score -78297.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78299.218750 Penalty: 3170.390869
	Iteration 30Q: 3 clusters Score -78299.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78300.234375 Penalty: 3170.390869
	Iteration 31Q: 3 clusters Score -78300.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78302.367188 Penalty: 3170.390869
	Iteration 32Q: 3 clusters Score -78302.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78302.367188 Penalty: 3170.390869
	Iteration 33F: 3 clusters Score -78302.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156447 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54353 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 56033 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21196 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23742 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142012 members 
Mstep: Class 27 contains 33101 members 
Mstep: Class 28 contains 10503 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40749 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 319Q: 34 clusters Score -1.289578e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 156429 members 
Mstep: Class 5 contains 42323 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 43197 members 
Mstep: Class 8 contains 54354 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66422 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 28906 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 12045 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21189 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23743 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142030 members 
Mstep: Class 27 contains 33098 members 
Mstep: Class 28 contains 10501 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40760 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 320F: 34 clusters Score -1.289578e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 156409 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 6 contains 5035 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54353 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35581 members 
Mstep: Class 11 contains 66423 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 56022 members 
Mstep: Class 15 contains 28909 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 12044 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11609 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23745 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142045 members 
Mstep: Class 27 contains 33098 members 
Mstep: Class 28 contains 10499 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40773 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957832.000000 Penalty: 112253.093750
Iteration 321Q: 34 clusters Score -1.289578e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 156396 members 
Mstep: Class 5 contains 42316 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54350 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66423 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 56025 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 12038 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21177 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11606 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23749 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142057 members 
Mstep: Class 27 contains 33093 members 
Mstep: Class 28 contains 10499 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40784 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957720.000000 Penalty: 112253.093750
Iteration 322Q: 34 clusters Score -1.289577e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 156392 members 
Mstep: Class 5 contains 42316 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54351 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35579 members 
Mstep: Class 11 contains 66423 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 56025 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 16 contains 43532 members 
Mstep: Class 17 contains 12028 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21173 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23754 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142071 members 
Mstep: Class 27 contains 33090 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40789 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957752.000000 Penalty: 112253.093750
Iteration 323Q: 34 clusters Score -1.289578e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 156385 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 5028 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54352 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35577 members 
Mstep: Class 11 contains 66418 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 56022 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 16 contains 43525 members 
Mstep: Class 17 contains 12024 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21167 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23758 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142101 members 
Mstep: Class 27 contains 33088 members 
Mstep: Class 28 contains 10499 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40798 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 324Q: 34 clusters Score -1.289578e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156391 members 
Mstep: Class 5 contains 42306 members 
Mstep: Class 6 contains 5028 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54355 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66410 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 56025 members 
Mstep: Class 15 contains 28923 members 
Mstep: Class 16 contains 43516 members 
Mstep: Class 17 contains 12017 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21165 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11601 members 
Mstep: Class 22 contains 10613 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23760 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142118 members 
Mstep: Class 27 contains 33085 members 
Mstep: Class 28 contains 10498 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40799 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 325Q: 34 clusters Score -1.289578e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156390 members 
Mstep: Class 5 contains 42302 members 
Mstep: Class 6 contains 5027 members 
Mstep: Class 7 contains 43197 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35578 members 
Mstep: Class 11 contains 66409 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 56023 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 16 contains 43514 members 
Mstep: Class 17 contains 12013 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21164 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11600 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23764 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142134 members 
Mstep: Class 27 contains 33082 members 
Mstep: Class 28 contains 10494 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40803 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957920.000000 Penalty: 112253.093750
Iteration 326Q: 34 clusters Score -1.289579e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156393 members 
Mstep: Class 5 contains 42296 members 
Mstep: Class 6 contains 5027 members 
Mstep: Class 7 contains 43196 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35580 members 
Mstep: Class 11 contains 66407 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 56020 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 43508 members 
Mstep: Class 17 contains 12014 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21162 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23767 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142152 members 
Mstep: Class 27 contains 33077 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40807 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957800.000000 Penalty: 112253.093750
Iteration 327Q: 34 clusters Score -1.289578e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156390 members 
Mstep: Class 5 contains 42288 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54359 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35578 members 
Mstep: Class 11 contains 66407 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 56012 members 
Mstep: Class 15 contains 28917 members 
Mstep: Class 16 contains 43501 members 
Mstep: Class 17 contains 12014 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21162 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23768 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142172 members 
Mstep: Class 27 contains 33071 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40814 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 328Q: 34 clusters Score -1.289578e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156390 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66407 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 56009 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 12010 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21160 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11600 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23772 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142186 members 
Mstep: Class 27 contains 33068 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40817 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 329Q: 34 clusters Score -1.289577e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156399 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 6 contains 5023 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54366 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 16 contains 43484 members 
Mstep: Class 17 contains 12005 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21161 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11601 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23775 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142196 members 
Mstep: Class 27 contains 33060 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40824 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 330Q: 34 clusters Score -1.289578e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156403 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 6 contains 5021 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54365 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 56005 members 
Mstep: Class 15 contains 28920 members 
Mstep: Class 16 contains 43480 members 
Mstep: Class 17 contains 12003 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21156 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23779 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142209 members 
Mstep: Class 27 contains 33046 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40836 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957752.000000 Penalty: 112253.093750
Iteration 331Q: 34 clusters Score -1.289578e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156396 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54366 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35577 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 56009 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 43475 members 
Mstep: Class 17 contains 12001 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21148 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11600 members 
Mstep: Class 22 contains 10605 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23785 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142218 members 
Mstep: Class 27 contains 33041 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40845 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 332Q: 34 clusters Score -1.289577e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 156383 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 43474 members 
Mstep: Class 17 contains 11997 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21148 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23786 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142231 members 
Mstep: Class 27 contains 33040 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40851 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 333Q: 34 clusters Score -1.289577e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156376 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 56015 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 43469 members 
Mstep: Class 17 contains 11993 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21148 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11599 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23786 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142244 members 
Mstep: Class 27 contains 33041 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40857 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 334Q: 34 clusters Score -1.289577e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156373 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 5005 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54369 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66399 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 28900 members 
Mstep: Class 16 contains 43463 members 
Mstep: Class 17 contains 11991 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23787 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142257 members 
Mstep: Class 27 contains 33040 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40868 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957896.000000 Penalty: 112253.093750
Iteration 335Q: 34 clusters Score -1.289579e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156383 members 
Mstep: Class 5 contains 42267 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 43197 members 
Mstep: Class 8 contains 54370 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 56014 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 11991 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21148 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11595 members 
Mstep: Class 22 contains 10600 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23788 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142264 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40878 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 336Q: 34 clusters Score -1.289578e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156374 members 
Mstep: Class 5 contains 42263 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 54371 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 56015 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 43460 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21150 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23790 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142274 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40887 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957976.000000 Penalty: 112253.093750
Iteration 337Q: 34 clusters Score -1.28958e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156370 members 
Mstep: Class 5 contains 42261 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66395 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 56015 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 43461 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 10591 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23792 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142280 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40904 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957984.000000 Penalty: 112253.093750
Iteration 338Q: 34 clusters Score -1.28958e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156371 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 6 contains 4986 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54363 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6892 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 43460 members 
Mstep: Class 17 contains 11986 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21145 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10586 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23797 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142284 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40906 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 339Q: 34 clusters Score -1.289578e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156369 members 
Mstep: Class 5 contains 42253 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 43461 members 
Mstep: Class 17 contains 11983 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21143 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 11594 members 
Mstep: Class 22 contains 10577 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23799 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142291 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40911 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957768.000000 Penalty: 112253.093750
Iteration 340F: 34 clusters Score -1.289578e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156356 members 
Mstep: Class 5 contains 42246 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54358 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28868 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 11984 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21144 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11591 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23802 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142307 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10489 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40915 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957784.000000 Penalty: 112253.093750
Iteration 341Q: 34 clusters Score -1.289578e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156341 members 
Mstep: Class 5 contains 42241 members 
Mstep: Class 6 contains 4975 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35573 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 11982 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21140 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11589 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23807 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142325 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10489 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40919 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957712.000000 Penalty: 112253.093750
Iteration 342Q: 34 clusters Score -1.289577e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156328 members 
Mstep: Class 5 contains 42232 members 
Mstep: Class 6 contains 4973 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54360 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66398 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6907 members 
Mstep: Class 14 contains 56017 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 43455 members 
Mstep: Class 17 contains 11982 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21137 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10558 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23812 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142344 members 
Mstep: Class 27 contains 33036 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40928 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 343Q: 34 clusters Score -1.289579e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156308 members 
Mstep: Class 5 contains 42230 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35571 members 
Mstep: Class 11 contains 66394 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 28871 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 10554 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23814 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142365 members 
Mstep: Class 27 contains 33036 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40934 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957776.000000 Penalty: 112253.093750
Iteration 344Q: 34 clusters Score -1.289578e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39333 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156297 members 
Mstep: Class 5 contains 42227 members 
Mstep: Class 6 contains 4969 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35569 members 
Mstep: Class 11 contains 66396 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6921 members 
Mstep: Class 14 contains 56014 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 11986 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21133 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23816 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142383 members 
Mstep: Class 27 contains 33037 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40941 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957744.000000 Penalty: 112253.093750
Iteration 345Q: 34 clusters Score -1.289577e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39331 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156294 members 
Mstep: Class 5 contains 42223 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66394 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 56012 members 
Mstep: Class 15 contains 28858 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21131 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11588 members 
Mstep: Class 22 contains 10548 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23817 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142398 members 
Mstep: Class 27 contains 33035 members 
Mstep: Class 28 contains 10487 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40945 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957672.000000 Penalty: 112253.093750
Iteration 346Q: 34 clusters Score -1.289577e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39330 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156286 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43199 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35570 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 43457 members 
Mstep: Class 17 contains 11983 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21127 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11587 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23818 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142410 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 10486 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40951 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 347Q: 34 clusters Score -1.289578e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39330 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156280 members 
Mstep: Class 5 contains 42215 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 43196 members 
Mstep: Class 8 contains 54366 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35572 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 56010 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21124 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 11582 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23818 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142426 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10486 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40961 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 348Q: 34 clusters Score -1.289578e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39331 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156272 members 
Mstep: Class 5 contains 42208 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 43197 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6944 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28841 members 
Mstep: Class 16 contains 43452 members 
Mstep: Class 17 contains 11979 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11580 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23821 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142441 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10486 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40968 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957792.000000 Penalty: 112253.093750
Iteration 349Q: 34 clusters Score -1.289578e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156256 members 
Mstep: Class 5 contains 42204 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66396 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6946 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28843 members 
Mstep: Class 16 contains 43452 members 
Mstep: Class 17 contains 11977 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21126 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11573 members 
Mstep: Class 22 contains 10547 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23823 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142456 members 
Mstep: Class 27 contains 33024 members 
Mstep: Class 28 contains 10485 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40974 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 350Q: 34 clusters Score -1.289578e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156247 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54361 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28841 members 
Mstep: Class 16 contains 43445 members 
Mstep: Class 17 contains 11975 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21127 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11567 members 
Mstep: Class 22 contains 10543 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23826 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142476 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10485 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40982 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957784.000000 Penalty: 112253.093750
Iteration 351Q: 34 clusters Score -1.289578e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156233 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35577 members 
Mstep: Class 11 contains 66398 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6954 members 
Mstep: Class 14 contains 56013 members 
Mstep: Class 15 contains 28840 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 11974 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21125 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11562 members 
Mstep: Class 22 contains 10547 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23829 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142489 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10485 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40987 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 352Q: 34 clusters Score -1.289578e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 42187 members 
Mstep: Class 6 contains 4945 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66399 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 56012 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 43446 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11562 members 
Mstep: Class 22 contains 10548 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23833 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142499 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10484 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 40995 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957816.000000 Penalty: 112253.093750
Iteration 353Q: 34 clusters Score -1.289578e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156208 members 
Mstep: Class 5 contains 42179 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54359 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35577 members 
Mstep: Class 11 contains 66400 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 56008 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 43446 members 
Mstep: Class 17 contains 11975 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21124 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11562 members 
Mstep: Class 22 contains 10550 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23836 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142508 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10483 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41003 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957840.000000 Penalty: 112253.093750
Iteration 354Q: 34 clusters Score -1.289578e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156203 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66400 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 56007 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 43445 members 
Mstep: Class 17 contains 11977 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11560 members 
Mstep: Class 22 contains 10547 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23838 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142515 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41011 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 355Q: 34 clusters Score -1.289579e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156200 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 43211 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66399 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 56005 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 43444 members 
Mstep: Class 17 contains 11976 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11559 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23842 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142521 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41016 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 356Q: 34 clusters Score -1.289578e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156205 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54355 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66399 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 56006 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11557 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23847 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142524 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41017 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957752.000000 Penalty: 112253.093750
Iteration 357Q: 34 clusters Score -1.289578e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156195 members 
Mstep: Class 5 contains 42164 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54356 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 56005 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 10549 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23853 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142536 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41021 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957752.000000 Penalty: 112253.093750
Iteration 358Q: 34 clusters Score -1.289578e+08 nChanged 67
Entering ConstructFrom: 
Score: -128957752.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -92796.054688 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -92796.05 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 442 members 
Entering Unmasked Estep 
Score: -91138.515625 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -91138.52 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91546.648438 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -91546.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91898.000000 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -91898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92409.992188 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -92409.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92828.789062 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -92828.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -93021.679688 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -93021.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93076.703125 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -93076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -93091.500000 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -93091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -93093.085938 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -93093.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -93094.679688 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -93094.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -93094.679688 Penalty: 3360.014893
	Iteration 10F: 3 clusters Score -93094.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156185 members 
Mstep: Class 5 contains 42162 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28830 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23854 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142552 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41021 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 765 members 
Entering Unmasked Estep 
Score: -128956488.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957752.000000 to -128956488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Entering Unmasked Estep 
Score: -5637952.500000 Penalty: 2623.801514
	Iteration 0F: 2 clusters Score -5637952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5611172.000000 Penalty: 5247.603027
	Iteration 0F: 3 clusters Score -5611172 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -5621278.000000 Penalty: 5247.603027
	Iteration 1F: 3 clusters Score -5621278 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5621811.000000 Penalty: 5247.603027
	Iteration 2Q: 3 clusters Score -5621811 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -5622382.500000 Penalty: 5247.603027
	Iteration 3Q: 3 clusters Score -5622382 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5623098.500000 Penalty: 5247.603027
	Iteration 4Q: 3 clusters Score -5623098 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5624107.000000 Penalty: 5247.603027
	Iteration 5Q: 3 clusters Score -5624107 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5625464.000000 Penalty: 5247.603027
	Iteration 6F: 3 clusters Score -5625464 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5627205.500000 Penalty: 5247.603027
	Iteration 7F: 3 clusters Score -5627206 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5629202.500000 Penalty: 5247.603027
	Iteration 8F: 3 clusters Score -5629202 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5631191.500000 Penalty: 5247.603027
	Iteration 9F: 3 clusters Score -5631192 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5632736.000000 Penalty: 5247.603027
	Iteration 10F: 3 clusters Score -5632736 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5633892.000000 Penalty: 5247.603027
	Iteration 11Q: 3 clusters Score -5633892 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5634710.000000 Penalty: 5247.603027
	Iteration 12Q: 3 clusters Score -5634710 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5635298.000000 Penalty: 5247.603027
	Iteration 13Q: 3 clusters Score -5635298 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5635697.500000 Penalty: 5247.603027
	Iteration 14Q: 3 clusters Score -5635698 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5635993.500000 Penalty: 5247.603027
	Iteration 15Q: 3 clusters Score -5635994 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -5636198.500000 Penalty: 5247.603027
	Iteration 16Q: 3 clusters Score -5636198 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -5636374.500000 Penalty: 5247.603027
	Iteration 17Q: 3 clusters Score -5636374 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5636504.500000 Penalty: 5247.603027
	Iteration 18Q: 3 clusters Score -5636504 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -5636579.500000 Penalty: 5247.603027
	Iteration 19Q: 3 clusters Score -5636580 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5636670.000000 Penalty: 5247.603027
	Iteration 20F: 3 clusters Score -5636670 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5636699.500000 Penalty: 5247.603027
	Iteration 21Q: 3 clusters Score -5636700 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5636756.500000 Penalty: 5247.603027
	Iteration 22Q: 3 clusters Score -5636756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5636813.000000 Penalty: 5247.603027
	Iteration 23Q: 3 clusters Score -5636813 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -5636849.500000 Penalty: 5247.603027
	Iteration 24Q: 3 clusters Score -5636850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5636881.500000 Penalty: 5247.603027
	Iteration 25Q: 3 clusters Score -5636882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5636917.000000 Penalty: 5247.603027
	Iteration 26Q: 3 clusters Score -5636917 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -5636933.000000 Penalty: 5247.603027
	Iteration 27Q: 3 clusters Score -5636933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5636965.000000 Penalty: 5247.603027
	Iteration 28Q: 3 clusters Score -5636965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5636982.000000 Penalty: 5247.603027
	Iteration 29Q: 3 clusters Score -5636982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5637000.500000 Penalty: 5247.603027
	Iteration 30Q: 3 clusters Score -5637000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5637008.500000 Penalty: 5247.603027
	Iteration 31Q: 3 clusters Score -5637008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5637026.500000 Penalty: 5247.603027
	Iteration 32Q: 3 clusters Score -5637026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5637022.500000 Penalty: 5247.603027
	Iteration 33Q: 3 clusters Score -5637022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5637024.500000 Penalty: 5247.603027
	Iteration 34Q: 3 clusters Score -5637024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5637031.500000 Penalty: 5247.603027
	Iteration 35Q: 3 clusters Score -5637032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5637030.000000 Penalty: 5247.603027
	Iteration 36Q: 3 clusters Score -5637030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5637038.000000 Penalty: 5247.603027
	Iteration 37Q: 3 clusters Score -5637038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5637030.000000 Penalty: 5247.603027
	Iteration 38Q: 3 clusters Score -5637030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5637029.000000 Penalty: 5247.603027
	Iteration 39Q: 3 clusters Score -5637029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -5637033.500000 Penalty: 5247.603027
	Iteration 40F: 3 clusters Score -5637034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -5637034.500000 Penalty: 5247.603027
	Iteration 41Q: 3 clusters Score -5637034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5637034.500000 Penalty: 5247.603027
	Iteration 42Q: 3 clusters Score -5637034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5637041.500000 Penalty: 5247.603027
	Iteration 43Q: 3 clusters Score -5637042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5637046.500000 Penalty: 5247.603027
	Iteration 44Q: 3 clusters Score -5637046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5637044.000000 Penalty: 5247.603027
	Iteration 45Q: 3 clusters Score -5637044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5637046.000000 Penalty: 5247.603027
	Iteration 46Q: 3 clusters Score -5637046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5637054.500000 Penalty: 5247.603027
	Iteration 47Q: 3 clusters Score -5637054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5637054.500000 Penalty: 5247.603027
	Iteration 48Q: 3 clusters Score -5637054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5637058.000000 Penalty: 5247.603027
	Iteration 49Q: 3 clusters Score -5637058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5637062.500000 Penalty: 5247.603027
	Iteration 50Q: 3 clusters Score -5637062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5637064.000000 Penalty: 5247.603027
	Iteration 51Q: 3 clusters Score -5637064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5637057.500000 Penalty: 5247.603027
	Iteration 52Q: 3 clusters Score -5637058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -5637056.000000 Penalty: 5247.603027
	Iteration 53Q: 3 clusters Score -5637056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5637058.500000 Penalty: 5247.603027
	Iteration 54Q: 3 clusters Score -5637058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5637065.000000 Penalty: 5247.603027
	Iteration 55Q: 3 clusters Score -5637065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5637075.500000 Penalty: 5247.603027
	Iteration 56Q: 3 clusters Score -5637076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5637072.500000 Penalty: 5247.603027
	Iteration 57Q: 3 clusters Score -5637072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5637072.000000 Penalty: 5247.603027
	Iteration 58Q: 3 clusters Score -5637072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5637073.500000 Penalty: 5247.603027
	Iteration 59Q: 3 clusters Score -5637074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5637071.500000 Penalty: 5247.603027
	Iteration 60F: 3 clusters Score -5637072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5637077.500000 Penalty: 5247.603027
	Iteration 61Q: 3 clusters Score -5637078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -5637076.000000 Penalty: 5247.603027
	Iteration 62Q: 3 clusters Score -5637076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5637082.500000 Penalty: 5247.603027
	Iteration 63Q: 3 clusters Score -5637082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5637083.500000 Penalty: 5247.603027
	Iteration 64Q: 3 clusters Score -5637084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5637080.000000 Penalty: 5247.603027
	Iteration 65Q: 3 clusters Score -5637080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5637082.500000 Penalty: 5247.603027
	Iteration 66Q: 3 clusters Score -5637082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5637079.000000 Penalty: 5247.603027
	Iteration 67Q: 3 clusters Score -5637079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5637079.500000 Penalty: 5247.603027
	Iteration 68Q: 3 clusters Score -5637080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5637084.500000 Penalty: 5247.603027
	Iteration 69Q: 3 clusters Score -5637084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5637083.500000 Penalty: 5247.603027
	Iteration 70Q: 3 clusters Score -5637084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5637083.500000 Penalty: 5247.603027
	Iteration 71Q: 3 clusters Score -5637084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5637083.500000 Penalty: 5247.603027
	Iteration 72F: 3 clusters Score -5637084 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: -358055.125000 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -358055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -355116.656250 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -355116.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -355634.468750 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -355634.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -355761.406250 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -355761.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -355835.468750 Penalty: 3872.323242
	Iteration 3Q: 3 clusters Score -355835.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -355888.750000 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -355888.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355926.156250 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -355926.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -355955.125000 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -355955.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -355974.656250 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -355974.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355994.812500 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -355994.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -356008.281250 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -356008.3 nChanged 17
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: -356019.687500 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -356019.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -356033.781250 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -356033.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -356051.562500 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -356051.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -356063.437500 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -356063.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -356073.625000 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -356073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -356079.468750 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -356079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -356085.031250 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -356085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -356092.250000 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -356092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -356098.125000 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -356098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -356101.562500 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -356101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -356101.625000 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -356101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -356103.125000 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -356103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -356103.531250 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -356103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -356104.093750 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -356104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -356104.093750 Penalty: 3872.323242
	Iteration 24F: 3 clusters Score -356104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Entering Unmasked Estep 
Score: -22901366.000000 Penalty: 2965.781494
	Iteration 0F: 2 clusters Score -2.290137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -22800224.000000 Penalty: 5931.562988
	Iteration 0F: 3 clusters Score -2.280022e+07 nChanged 74920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -22843462.000000 Penalty: 5931.562988
	Iteration 1F: 3 clusters Score -2.284346e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -22844010.000000 Penalty: 5931.562988
	Iteration 2Q: 3 clusters Score -2.284401e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -22844698.000000 Penalty: 5931.562988
	Iteration 3Q: 3 clusters Score -2.28447e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -22845384.000000 Penalty: 5931.562988
	Iteration 4Q: 3 clusters Score -2.284538e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -22846154.000000 Penalty: 5931.562988
	Iteration 5Q: 3 clusters Score -2.284615e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -22847408.000000 Penalty: 5931.562988
	Iteration 6Q: 3 clusters Score -2.284741e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -22849498.000000 Penalty: 5931.562988
	Iteration 7Q: 3 clusters Score -2.28495e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -22853088.000000 Penalty: 5931.562988
	Iteration 8Q: 3 clusters Score -2.285309e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -22858612.000000 Penalty: 5931.562988
	Iteration 9F: 3 clusters Score -2.285861e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -22866486.000000 Penalty: 5931.562988
	Iteration 10F: 3 clusters Score -2.286649e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -22874516.000000 Penalty: 5931.562988
	Iteration 11F: 3 clusters Score -2.287452e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -22881894.000000 Penalty: 5931.562988
	Iteration 12F: 3 clusters Score -2.288189e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -22887494.000000 Penalty: 5931.562988
	Iteration 13Q: 3 clusters Score -2.288749e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145542 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -22891164.000000 Penalty: 5931.562988
	Iteration 14Q: 3 clusters Score -2.289116e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -22893540.000000 Penalty: 5931.562988
	Iteration 15Q: 3 clusters Score -2.289354e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -22895020.000000 Penalty: 5931.562988
	Iteration 16Q: 3 clusters Score -2.289502e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22896038.000000 Penalty: 5931.562988
	Iteration 17Q: 3 clusters Score -2.289604e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -22896606.000000 Penalty: 5931.562988
	Iteration 18Q: 3 clusters Score -2.289661e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -22897128.000000 Penalty: 5931.562988
	Iteration 19Q: 3 clusters Score -2.289713e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22897460.000000 Penalty: 5931.562988
	Iteration 20F: 3 clusters Score -2.289746e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22897694.000000 Penalty: 5931.562988
	Iteration 21Q: 3 clusters Score -2.289769e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -22897858.000000 Penalty: 5931.562988
	Iteration 22Q: 3 clusters Score -2.289786e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22898006.000000 Penalty: 5931.562988
	Iteration 23Q: 3 clusters Score -2.289801e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22898082.000000 Penalty: 5931.562988
	Iteration 24Q: 3 clusters Score -2.289808e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22898148.000000 Penalty: 5931.562988
	Iteration 25Q: 3 clusters Score -2.289815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22898216.000000 Penalty: 5931.562988
	Iteration 26Q: 3 clusters Score -2.289822e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22898278.000000 Penalty: 5931.562988
	Iteration 27Q: 3 clusters Score -2.289828e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22898324.000000 Penalty: 5931.562988
	Iteration 28Q: 3 clusters Score -2.289832e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22898388.000000 Penalty: 5931.562988
	Iteration 29Q: 3 clusters Score -2.289839e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22898402.000000 Penalty: 5931.562988
	Iteration 30Q: 3 clusters Score -2.28984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22898414.000000 Penalty: 5931.562988
	Iteration 31Q: 3 clusters Score -2.289841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22898412.000000 Penalty: 5931.562988
	Iteration 32Q: 3 clusters Score -2.289841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22898440.000000 Penalty: 5931.562988
	Iteration 33Q: 3 clusters Score -2.289844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22898462.000000 Penalty: 5931.562988
	Iteration 34Q: 3 clusters Score -2.289846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22898462.000000 Penalty: 5931.562988
	Iteration 35Q: 3 clusters Score -2.289846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22898474.000000 Penalty: 5931.562988
	Iteration 36Q: 3 clusters Score -2.289847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22898512.000000 Penalty: 5931.562988
	Iteration 37Q: 3 clusters Score -2.289851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22898518.000000 Penalty: 5931.562988
	Iteration 38Q: 3 clusters Score -2.289852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22898544.000000 Penalty: 5931.562988
	Iteration 39Q: 3 clusters Score -2.289854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22898522.000000 Penalty: 5931.562988
	Iteration 40F: 3 clusters Score -2.289852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -22898548.000000 Penalty: 5931.562988
	Iteration 41Q: 3 clusters Score -2.289855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22898558.000000 Penalty: 5931.562988
	Iteration 42Q: 3 clusters Score -2.289856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22898562.000000 Penalty: 5931.562988
	Iteration 43Q: 3 clusters Score -2.289856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22898576.000000 Penalty: 5931.562988
	Iteration 44Q: 3 clusters Score -2.289858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155301 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22898566.000000 Penalty: 5931.562988
	Iteration 45Q: 3 clusters Score -2.289857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22898590.000000 Penalty: 5931.562988
	Iteration 46Q: 3 clusters Score -2.289859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22898582.000000 Penalty: 5931.562988
	Iteration 47Q: 3 clusters Score -2.289858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22898582.000000 Penalty: 5931.562988
	Iteration 48Q: 3 clusters Score -2.289858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22898582.000000 Penalty: 5931.562988
	Iteration 49F: 3 clusters Score -2.289858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Entering Unmasked Estep 
Score: -5949615.500000 Penalty: 2641.020264
	Iteration 0F: 2 clusters Score -5949616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5921059.500000 Penalty: 5282.040527
	Iteration 0F: 3 clusters Score -5921060 nChanged 19460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5931735.500000 Penalty: 5282.040527
	Iteration 1F: 3 clusters Score -5931736 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5932445.500000 Penalty: 5282.040527
	Iteration 2Q: 3 clusters Score -5932446 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5933316.500000 Penalty: 5282.040527
	Iteration 3Q: 3 clusters Score -5933316 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5934401.000000 Penalty: 5282.040527
	Iteration 4Q: 3 clusters Score -5934401 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -5935668.000000 Penalty: 5282.040527
	Iteration 5F: 3 clusters Score -5935668 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -5937023.000000 Penalty: 5282.040527
	Iteration 6F: 3 clusters Score -5937023 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5938278.500000 Penalty: 5282.040527
	Iteration 7F: 3 clusters Score -5938278 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5939469.000000 Penalty: 5282.040527
	Iteration 8Q: 3 clusters Score -5939469 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -5940499.500000 Penalty: 5282.040527
	Iteration 9Q: 3 clusters Score -5940500 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5941512.000000 Penalty: 5282.040527
	Iteration 10Q: 3 clusters Score -5941512 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -5942431.500000 Penalty: 5282.040527
	Iteration 11Q: 3 clusters Score -5942432 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5943220.500000 Penalty: 5282.040527
	Iteration 12Q: 3 clusters Score -5943220 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5943968.500000 Penalty: 5282.040527
	Iteration 13Q: 3 clusters Score -5943968 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5944591.000000 Penalty: 5282.040527
	Iteration 14Q: 3 clusters Score -5944591 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5945179.500000 Penalty: 5282.040527
	Iteration 15Q: 3 clusters Score -5945180 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5945696.000000 Penalty: 5282.040527
	Iteration 16Q: 3 clusters Score -5945696 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5946076.000000 Penalty: 5282.040527
	Iteration 17Q: 3 clusters Score -5946076 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5946358.500000 Penalty: 5282.040527
	Iteration 18Q: 3 clusters Score -5946358 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5946624.000000 Penalty: 5282.040527
	Iteration 19Q: 3 clusters Score -5946624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5946787.000000 Penalty: 5282.040527
	Iteration 20F: 3 clusters Score -5946787 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5946945.000000 Penalty: 5282.040527
	Iteration 21Q: 3 clusters Score -5946945 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5947053.500000 Penalty: 5282.040527
	Iteration 22Q: 3 clusters Score -5947054 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5947164.000000 Penalty: 5282.040527
	Iteration 23Q: 3 clusters Score -5947164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5947231.500000 Penalty: 5282.040527
	Iteration 24Q: 3 clusters Score -5947232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5947286.000000 Penalty: 5282.040527
	Iteration 25Q: 3 clusters Score -5947286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5947335.000000 Penalty: 5282.040527
	Iteration 26Q: 3 clusters Score -5947335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5947377.000000 Penalty: 5282.040527
	Iteration 27Q: 3 clusters Score -5947377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5947402.500000 Penalty: 5282.040527
	Iteration 28Q: 3 clusters Score -5947402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5947445.000000 Penalty: 5282.040527
	Iteration 29Q: 3 clusters Score -5947445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5947456.500000 Penalty: 5282.040527
	Iteration 30Q: 3 clusters Score -5947456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5947478.500000 Penalty: 5282.040527
	Iteration 31Q: 3 clusters Score -5947478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5947490.500000 Penalty: 5282.040527
	Iteration 32Q: 3 clusters Score -5947490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5947504.500000 Penalty: 5282.040527
	Iteration 33Q: 3 clusters Score -5947504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5947526.000000 Penalty: 5282.040527
	Iteration 34Q: 3 clusters Score -5947526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5947541.000000 Penalty: 5282.040527
	Iteration 35Q: 3 clusters Score -5947541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5947553.000000 Penalty: 5282.040527
	Iteration 36Q: 3 clusters Score -5947553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5947574.000000 Penalty: 5282.040527
	Iteration 37Q: 3 clusters Score -5947574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5947585.000000 Penalty: 5282.040527
	Iteration 38Q: 3 clusters Score -5947585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5947594.000000 Penalty: 5282.040527
	Iteration 39Q: 3 clusters Score -5947594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5947605.500000 Penalty: 5282.040527
	Iteration 40F: 3 clusters Score -5947606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5947609.500000 Penalty: 5282.040527
	Iteration 41Q: 3 clusters Score -5947610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5947621.500000 Penalty: 5282.040527
	Iteration 42Q: 3 clusters Score -5947622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5947627.500000 Penalty: 5282.040527
	Iteration 43Q: 3 clusters Score -5947628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5947623.500000 Penalty: 5282.040527
	Iteration 44Q: 3 clusters Score -5947624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5947627.000000 Penalty: 5282.040527
	Iteration 45Q: 3 clusters Score -5947627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5947629.000000 Penalty: 5282.040527
	Iteration 46Q: 3 clusters Score -5947629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5947632.500000 Penalty: 5282.040527
	Iteration 47Q: 3 clusters Score -5947632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5947636.500000 Penalty: 5282.040527
	Iteration 48Q: 3 clusters Score -5947636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5947640.000000 Penalty: 5282.040527
	Iteration 49Q: 3 clusters Score -5947640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5947640.000000 Penalty: 5282.040527
	Iteration 50Q: 3 clusters Score -5947640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5947641.500000 Penalty: 5282.040527
	Iteration 51Q: 3 clusters Score -5947642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5947639.500000 Penalty: 5282.040527
	Iteration 52Q: 3 clusters Score -5947640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5947639.500000 Penalty: 5282.040527
	Iteration 53Q: 3 clusters Score -5947640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5947646.500000 Penalty: 5282.040527
	Iteration 54Q: 3 clusters Score -5947646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5947649.500000 Penalty: 5282.040527
	Iteration 55Q: 3 clusters Score -5947650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5947645.000000 Penalty: 5282.040527
	Iteration 56Q: 3 clusters Score -5947645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5947640.500000 Penalty: 5282.040527
	Iteration 57Q: 3 clusters Score -5947640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5947659.500000 Penalty: 5282.040527
	Iteration 58Q: 3 clusters Score -5947660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5947654.500000 Penalty: 5282.040527
	Iteration 59Q: 3 clusters Score -5947654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5947654.500000 Penalty: 5282.040527
	Iteration 60F: 3 clusters Score -5947654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -657880.812500 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -657880.8 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 2523 members 
Entering Unmasked Estep 
Score: -653349.875000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -653349.9 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -654443.312500 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -654443.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -654670.687500 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -654670.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -654907.812500 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -654907.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -655106.187500 Penalty: 4220.244141
	Iteration 4F: 3 clusters Score -655106.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -655259.000000 Penalty: 4220.244141
	Iteration 5Q: 3 clusters Score -655259 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -655386.375000 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -655386.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -655493.687500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -655493.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -655604.687500 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -655604.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -655700.375000 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -655700.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -655766.375000 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -655766.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -655814.500000 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -655814.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -655861.562500 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -655861.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -655912.562500 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -655912.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -655958.750000 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -655958.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -655986.375000 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -655986.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -656012.812500 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -656012.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -656034.562500 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -656034.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -656047.437500 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -656047.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -656057.687500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -656057.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -656071.500000 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -656071.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -656084.125000 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -656084.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -656097.062500 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -656097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -656108.937500 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -656108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -656122.312500 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -656122.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -656135.062500 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -656135.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -656148.375000 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -656148.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -656165.750000 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -656165.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -656175.312500 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -656175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -656182.062500 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -656182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -656182.375000 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -656182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -656184.062500 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -656184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -656185.125000 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -656185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -656187.937500 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -656187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -656189.062500 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -656189.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -656192.687500 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -656192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -656196.437500 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -656196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -656197.750000 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -656197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -656201.375000 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -656201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -656202.625000 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -656202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -656205.062500 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -656205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -656206.312500 Penalty: 4220.244141
	Iteration 41Q: 3 clusters Score -656206.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656205.062500 Penalty: 4220.244141
	Iteration 42Q: 3 clusters Score -656205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656204.937500 Penalty: 4220.244141
	Iteration 43Q: 3 clusters Score -656204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656204.937500 Penalty: 4220.244141
	Iteration 44F: 3 clusters Score -656204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Entering Unmasked Estep 
Score: -6213281.500000 Penalty: 2647.103516
	Iteration 0F: 2 clusters Score -6213282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -6184011.000000 Penalty: 5294.207031
	Iteration 0F: 3 clusters Score -6184011 nChanged 19949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6194919.000000 Penalty: 5294.207031
	Iteration 1F: 3 clusters Score -6194919 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -6195360.000000 Penalty: 5294.207031
	Iteration 2Q: 3 clusters Score -6195360 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -6195797.500000 Penalty: 5294.207031
	Iteration 3Q: 3 clusters Score -6195798 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6196234.000000 Penalty: 5294.207031
	Iteration 4Q: 3 clusters Score -6196234 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6196628.000000 Penalty: 5294.207031
	Iteration 5Q: 3 clusters Score -6196628 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6197114.000000 Penalty: 5294.207031
	Iteration 6Q: 3 clusters Score -6197114 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -6197712.500000 Penalty: 5294.207031
	Iteration 7Q: 3 clusters Score -6197712 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6198413.000000 Penalty: 5294.207031
	Iteration 8Q: 3 clusters Score -6198413 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -6199158.000000 Penalty: 5294.207031
	Iteration 9Q: 3 clusters Score -6199158 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -6200046.500000 Penalty: 5294.207031
	Iteration 10Q: 3 clusters Score -6200046 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6200955.000000 Penalty: 5294.207031
	Iteration 11Q: 3 clusters Score -6200955 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -6201834.000000 Penalty: 5294.207031
	Iteration 12Q: 3 clusters Score -6201834 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -6202629.000000 Penalty: 5294.207031
	Iteration 13Q: 3 clusters Score -6202629 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -6203200.500000 Penalty: 5294.207031
	Iteration 14Q: 3 clusters Score -6203200 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6203756.500000 Penalty: 5294.207031
	Iteration 15Q: 3 clusters Score -6203756 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -6204178.500000 Penalty: 5294.207031
	Iteration 16Q: 3 clusters Score -6204178 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -6204538.000000 Penalty: 5294.207031
	Iteration 17Q: 3 clusters Score -6204538 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -6204915.000000 Penalty: 5294.207031
	Iteration 18Q: 3 clusters Score -6204915 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -6205271.500000 Penalty: 5294.207031
	Iteration 19Q: 3 clusters Score -6205272 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -6205686.000000 Penalty: 5294.207031
	Iteration 20F: 3 clusters Score -6205686 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6206155.500000 Penalty: 5294.207031
	Iteration 21Q: 3 clusters Score -6206156 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6206885.000000 Penalty: 5294.207031
	Iteration 22Q: 3 clusters Score -6206885 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6208339.000000 Penalty: 5294.207031
	Iteration 23Q: 3 clusters Score -6208339 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6210036.500000 Penalty: 5294.207031
	Iteration 24Q: 3 clusters Score -6210036 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6210420.500000 Penalty: 5294.207031
	Iteration 25Q: 3 clusters Score -6210420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6210573.000000 Penalty: 5294.207031
	Iteration 26Q: 3 clusters Score -6210573 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6210612.000000 Penalty: 5294.207031
	Iteration 27Q: 3 clusters Score -6210612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6210637.000000 Penalty: 5294.207031
	Iteration 28Q: 3 clusters Score -6210637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6210647.500000 Penalty: 5294.207031
	Iteration 29Q: 3 clusters Score -6210648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6210658.000000 Penalty: 5294.207031
	Iteration 30Q: 3 clusters Score -6210658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6210688.500000 Penalty: 5294.207031
	Iteration 31Q: 3 clusters Score -6210688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6210709.500000 Penalty: 5294.207031
	Iteration 32Q: 3 clusters Score -6210710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6210717.500000 Penalty: 5294.207031
	Iteration 33Q: 3 clusters Score -6210718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6210723.500000 Penalty: 5294.207031
	Iteration 34Q: 3 clusters Score -6210724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6210732.000000 Penalty: 5294.207031
	Iteration 35Q: 3 clusters Score -6210732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6210724.000000 Penalty: 5294.207031
	Iteration 36Q: 3 clusters Score -6210724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6210734.000000 Penalty: 5294.207031
	Iteration 37Q: 3 clusters Score -6210734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6210740.000000 Penalty: 5294.207031
	Iteration 38Q: 3 clusters Score -6210740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6210741.500000 Penalty: 5294.207031
	Iteration 39Q: 3 clusters Score -6210742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6210756.000000 Penalty: 5294.207031
	Iteration 40F: 3 clusters Score -6210756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6210759.500000 Penalty: 5294.207031
	Iteration 41Q: 3 clusters Score -6210760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6210764.000000 Penalty: 5294.207031
	Iteration 42Q: 3 clusters Score -6210764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6210773.000000 Penalty: 5294.207031
	Iteration 43Q: 3 clusters Score -6210773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6210780.500000 Penalty: 5294.207031
	Iteration 44Q: 3 clusters Score -6210780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6210774.000000 Penalty: 5294.207031
	Iteration 45Q: 3 clusters Score -6210774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6210772.500000 Penalty: 5294.207031
	Iteration 46Q: 3 clusters Score -6210772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6210776.000000 Penalty: 5294.207031
	Iteration 47Q: 3 clusters Score -6210776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6210773.500000 Penalty: 5294.207031
	Iteration 48Q: 3 clusters Score -6210774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6210781.500000 Penalty: 5294.207031
	Iteration 49Q: 3 clusters Score -6210782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6210782.500000 Penalty: 5294.207031
	Iteration 50Q: 3 clusters Score -6210782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6210791.000000 Penalty: 5294.207031
	Iteration 51Q: 3 clusters Score -6210791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6210785.500000 Penalty: 5294.207031
	Iteration 52Q: 3 clusters Score -6210786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6210790.500000 Penalty: 5294.207031
	Iteration 53Q: 3 clusters Score -6210790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6210787.000000 Penalty: 5294.207031
	Iteration 54Q: 3 clusters Score -6210787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6210789.500000 Penalty: 5294.207031
	Iteration 55Q: 3 clusters Score -6210790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6210796.500000 Penalty: 5294.207031
	Iteration 56Q: 3 clusters Score -6210796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6210809.000000 Penalty: 5294.207031
	Iteration 57Q: 3 clusters Score -6210809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6210808.000000 Penalty: 5294.207031
	Iteration 58Q: 3 clusters Score -6210808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6210811.500000 Penalty: 5294.207031
	Iteration 59Q: 3 clusters Score -6210812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6210822.000000 Penalty: 5294.207031
	Iteration 60F: 3 clusters Score -6210822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6210815.500000 Penalty: 5294.207031
	Iteration 61Q: 3 clusters Score -6210816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6210819.000000 Penalty: 5294.207031
	Iteration 62Q: 3 clusters Score -6210819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6210811.000000 Penalty: 5294.207031
	Iteration 63Q: 3 clusters Score -6210811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6210807.000000 Penalty: 5294.207031
	Iteration 64Q: 3 clusters Score -6210807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6210809.000000 Penalty: 5294.207031
	Iteration 65Q: 3 clusters Score -6210809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6210814.500000 Penalty: 5294.207031
	Iteration 66Q: 3 clusters Score -6210814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6210814.000000 Penalty: 5294.207031
	Iteration 67Q: 3 clusters Score -6210814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6210814.500000 Penalty: 5294.207031
	Iteration 68Q: 3 clusters Score -6210814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6210816.500000 Penalty: 5294.207031
	Iteration 69Q: 3 clusters Score -6210816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6210813.500000 Penalty: 5294.207031
	Iteration 70Q: 3 clusters Score -6210814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6210813.500000 Penalty: 5294.207031
	Iteration 71F: 3 clusters Score -6210814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Entering Unmasked Estep 
Score: -8035664.500000 Penalty: 2704.025635
	Iteration 0F: 2 clusters Score -8035664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -7998969.000000 Penalty: 5408.051270
	Iteration 0F: 3 clusters Score -7998969 nChanged 25184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -8013010.000000 Penalty: 5408.051270
	Iteration 1F: 3 clusters Score -8013010 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -8013628.500000 Penalty: 5408.051270
	Iteration 2Q: 3 clusters Score -8013628 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8014525.000000 Penalty: 5408.051270
	Iteration 3Q: 3 clusters Score -8014525 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -8015867.000000 Penalty: 5408.051270
	Iteration 4Q: 3 clusters Score -8015867 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8018056.500000 Penalty: 5408.051270
	Iteration 5F: 3 clusters Score -8018056 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8021551.500000 Penalty: 5408.051270
	Iteration 6F: 3 clusters Score -8021552 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -8026010.000000 Penalty: 5408.051270
	Iteration 7F: 3 clusters Score -8026010 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -8029787.500000 Penalty: 5408.051270
	Iteration 8F: 3 clusters Score -8029788 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -8031869.500000 Penalty: 5408.051270
	Iteration 9Q: 3 clusters Score -8031870 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -8032691.500000 Penalty: 5408.051270
	Iteration 10Q: 3 clusters Score -8032692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -8032997.500000 Penalty: 5408.051270
	Iteration 11Q: 3 clusters Score -8032998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -8033105.000000 Penalty: 5408.051270
	Iteration 12Q: 3 clusters Score -8033105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -8033171.000000 Penalty: 5408.051270
	Iteration 13Q: 3 clusters Score -8033171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -8033196.500000 Penalty: 5408.051270
	Iteration 14Q: 3 clusters Score -8033196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -8033215.000000 Penalty: 5408.051270
	Iteration 15Q: 3 clusters Score -8033215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -8033233.000000 Penalty: 5408.051270
	Iteration 16Q: 3 clusters Score -8033233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -8033244.500000 Penalty: 5408.051270
	Iteration 17Q: 3 clusters Score -8033244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -8033253.000000 Penalty: 5408.051270
	Iteration 18Q: 3 clusters Score -8033253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -8033257.500000 Penalty: 5408.051270
	Iteration 19Q: 3 clusters Score -8033258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -8033259.000000 Penalty: 5408.051270
	Iteration 20F: 3 clusters Score -8033259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -8033263.500000 Penalty: 5408.051270
	Iteration 21Q: 3 clusters Score -8033264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -8033264.000000 Penalty: 5408.051270
	Iteration 22Q: 3 clusters Score -8033264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -8033265.500000 Penalty: 5408.051270
	Iteration 23Q: 3 clusters Score -8033266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -8033265.500000 Penalty: 5408.051270
	Iteration 24F: 3 clusters Score -8033266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31408.982422 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31408.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31604.849609 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31604.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31684.121094 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -31684.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31726.775391 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31726.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31734.080078 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31734.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31739.523438 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31739.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31755.906250 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31755.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31769.257812 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -31769.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31783.367188 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -31783.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31783.367188 Penalty: 2807.103027
	Iteration 9F: 3 clusters Score -31783.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -5278537.000000 Penalty: 2598.883789
	Iteration 0F: 2 clusters Score -5278537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5254407.500000 Penalty: 5197.767578
	Iteration 0F: 3 clusters Score -5254408 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5263213.500000 Penalty: 5197.767578
	Iteration 1F: 3 clusters Score -5263214 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5263785.500000 Penalty: 5197.767578
	Iteration 2Q: 3 clusters Score -5263786 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -5264417.500000 Penalty: 5197.767578
	Iteration 3Q: 3 clusters Score -5264418 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5265194.000000 Penalty: 5197.767578
	Iteration 4Q: 3 clusters Score -5265194 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5266311.000000 Penalty: 5197.767578
	Iteration 5F: 3 clusters Score -5266311 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5267787.500000 Penalty: 5197.767578
	Iteration 6F: 3 clusters Score -5267788 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5269686.500000 Penalty: 5197.767578
	Iteration 7F: 3 clusters Score -5269686 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5271836.500000 Penalty: 5197.767578
	Iteration 8F: 3 clusters Score -5271836 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5273647.500000 Penalty: 5197.767578
	Iteration 9F: 3 clusters Score -5273648 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5274775.000000 Penalty: 5197.767578
	Iteration 10Q: 3 clusters Score -5274775 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5275415.000000 Penalty: 5197.767578
	Iteration 11Q: 3 clusters Score -5275415 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5275776.500000 Penalty: 5197.767578
	Iteration 12Q: 3 clusters Score -5275776 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5275988.000000 Penalty: 5197.767578
	Iteration 13Q: 3 clusters Score -5275988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5276112.000000 Penalty: 5197.767578
	Iteration 14Q: 3 clusters Score -5276112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5276162.500000 Penalty: 5197.767578
	Iteration 15Q: 3 clusters Score -5276162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5276198.000000 Penalty: 5197.767578
	Iteration 16Q: 3 clusters Score -5276198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5276218.000000 Penalty: 5197.767578
	Iteration 17Q: 3 clusters Score -5276218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -5276228.500000 Penalty: 5197.767578
	Iteration 18Q: 3 clusters Score -5276228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -5276239.000000 Penalty: 5197.767578
	Iteration 19Q: 3 clusters Score -5276239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5276242.000000 Penalty: 5197.767578
	Iteration 20F: 3 clusters Score -5276242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -5276248.000000 Penalty: 5197.767578
	Iteration 21Q: 3 clusters Score -5276248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5276243.500000 Penalty: 5197.767578
	Iteration 22Q: 3 clusters Score -5276244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5276243.500000 Penalty: 5197.767578
	Iteration 23F: 3 clusters Score -5276244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Entering Unmasked Estep 
Score: -9826248.000000 Penalty: 2753.663574
	Iteration 0F: 2 clusters Score -9826248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -9781727.000000 Penalty: 5507.327148
	Iteration 0F: 3 clusters Score -9781727 nChanged 31146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -9799005.000000 Penalty: 5507.327148
	Iteration 1F: 3 clusters Score -9799005 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -9799514.000000 Penalty: 5507.327148
	Iteration 2Q: 3 clusters Score -9799514 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -9799993.000000 Penalty: 5507.327148
	Iteration 3Q: 3 clusters Score -9799993 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9800557.000000 Penalty: 5507.327148
	Iteration 4Q: 3 clusters Score -9800557 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -9801224.000000 Penalty: 5507.327148
	Iteration 5Q: 3 clusters Score -9801224 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -9802088.000000 Penalty: 5507.327148
	Iteration 6Q: 3 clusters Score -9802088 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -9803347.000000 Penalty: 5507.327148
	Iteration 7Q: 3 clusters Score -9803347 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -9805525.000000 Penalty: 5507.327148
	Iteration 8F: 3 clusters Score -9805525 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -9808643.000000 Penalty: 5507.327148
	Iteration 9F: 3 clusters Score -9808643 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -9812518.000000 Penalty: 5507.327148
	Iteration 10F: 3 clusters Score -9812518 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -9816244.000000 Penalty: 5507.327148
	Iteration 11F: 3 clusters Score -9816244 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -9819485.000000 Penalty: 5507.327148
	Iteration 12F: 3 clusters Score -9819485 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -9821852.000000 Penalty: 5507.327148
	Iteration 13Q: 3 clusters Score -9821852 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -9823469.000000 Penalty: 5507.327148
	Iteration 14Q: 3 clusters Score -9823469 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -9824522.000000 Penalty: 5507.327148
	Iteration 15Q: 3 clusters Score -9824522 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -9825031.000000 Penalty: 5507.327148
	Iteration 16Q: 3 clusters Score -9825031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -9825286.000000 Penalty: 5507.327148
	Iteration 17Q: 3 clusters Score -9825286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9825397.000000 Penalty: 5507.327148
	Iteration 18Q: 3 clusters Score -9825397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -9825496.000000 Penalty: 5507.327148
	Iteration 19Q: 3 clusters Score -9825496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -9825545.000000 Penalty: 5507.327148
	Iteration 20F: 3 clusters Score -9825545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -9825560.000000 Penalty: 5507.327148
	Iteration 21Q: 3 clusters Score -9825560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -9825559.000000 Penalty: 5507.327148
	Iteration 22Q: 3 clusters Score -9825559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -9825595.000000 Penalty: 5507.327148
	Iteration 23Q: 3 clusters Score -9825595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -9825607.000000 Penalty: 5507.327148
	Iteration 24Q: 3 clusters Score -9825607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -9825614.000000 Penalty: 5507.327148
	Iteration 25Q: 3 clusters Score -9825614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -9825616.000000 Penalty: 5507.327148
	Iteration 26Q: 3 clusters Score -9825616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -9825611.000000 Penalty: 5507.327148
	Iteration 27Q: 3 clusters Score -9825611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -9825622.000000 Penalty: 5507.327148
	Iteration 28Q: 3 clusters Score -9825622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -9825625.000000 Penalty: 5507.327148
	Iteration 29Q: 3 clusters Score -9825625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -9825619.000000 Penalty: 5507.327148
	Iteration 30Q: 3 clusters Score -9825619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -9825625.000000 Penalty: 5507.327148
	Iteration 31Q: 3 clusters Score -9825625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -9825633.000000 Penalty: 5507.327148
	Iteration 32Q: 3 clusters Score -9825633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -9825630.000000 Penalty: 5507.327148
	Iteration 33Q: 3 clusters Score -9825630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -9825627.000000 Penalty: 5507.327148
	Iteration 34Q: 3 clusters Score -9825627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -9825630.000000 Penalty: 5507.327148
	Iteration 35Q: 3 clusters Score -9825630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -9825637.000000 Penalty: 5507.327148
	Iteration 36Q: 3 clusters Score -9825637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -9825637.000000 Penalty: 5507.327148
	Iteration 37F: 3 clusters Score -9825637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 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 225 members 
Entering Unmasked Estep 
Score: -60683.109375 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60683.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60843.714844 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60843.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60874.699219 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60892.757812 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60892.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60910.304688 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60928.144531 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -60928.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60930.679688 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -60930.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60932.964844 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -60932.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60932.964844 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -60932.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -945015.812500 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -945015.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -939297.312500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -939297.3 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -940791.625000 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -940791.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -941010.375000 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -941010.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -941170.000000 Penalty: 4389.074219
	Iteration 3Q: 3 clusters Score -941170 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -941299.562500 Penalty: 4389.074219
	Iteration 4Q: 3 clusters Score -941299.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -941403.000000 Penalty: 4389.074219
	Iteration 5Q: 3 clusters Score -941403 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -941512.500000 Penalty: 4389.074219
	Iteration 6Q: 3 clusters Score -941512.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -941634.812500 Penalty: 4389.074219
	Iteration 7Q: 3 clusters Score -941634.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -941760.500000 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -941760.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -941890.437500 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -941890.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -941993.125000 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -941993.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -942060.562500 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -942060.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -942110.750000 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -942110.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -942169.187500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -942169.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -942221.250000 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -942221.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -942282.500000 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -942282.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -942332.000000 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -942332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -942384.437500 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -942384.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -942434.187500 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -942434.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -942487.000000 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -942487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -942544.062500 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -942544.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -942597.625000 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -942597.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -942646.250000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -942646.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -942693.250000 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -942693.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -942744.687500 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -942744.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -942778.687500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -942778.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -942814.625000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -942814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -942848.625000 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -942848.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -942883.312500 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -942883.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -942913.437500 Penalty: 4389.074219
	Iteration 29Q: 3 clusters Score -942913.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -942935.375000 Penalty: 4389.074219
	Iteration 30Q: 3 clusters Score -942935.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -942954.812500 Penalty: 4389.074219
	Iteration 31Q: 3 clusters Score -942954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -942969.062500 Penalty: 4389.074219
	Iteration 32Q: 3 clusters Score -942969.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -942991.500000 Penalty: 4389.074219
	Iteration 33Q: 3 clusters Score -942991.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -943017.500000 Penalty: 4389.074219
	Iteration 34Q: 3 clusters Score -943017.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -943035.937500 Penalty: 4389.074219
	Iteration 35Q: 3 clusters Score -943035.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -943053.437500 Penalty: 4389.074219
	Iteration 36Q: 3 clusters Score -943053.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -943075.125000 Penalty: 4389.074219
	Iteration 37Q: 3 clusters Score -943075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -943088.812500 Penalty: 4389.074219
	Iteration 38Q: 3 clusters Score -943088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -943097.375000 Penalty: 4389.074219
	Iteration 39Q: 3 clusters Score -943097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -943107.125000 Penalty: 4389.074219
	Iteration 40F: 3 clusters Score -943107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -943116.562500 Penalty: 4389.074219
	Iteration 41Q: 3 clusters Score -943116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -943122.312500 Penalty: 4389.074219
	Iteration 42Q: 3 clusters Score -943122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -943127.812500 Penalty: 4389.074219
	Iteration 43Q: 3 clusters Score -943127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -943135.750000 Penalty: 4389.074219
	Iteration 44Q: 3 clusters Score -943135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -943138.375000 Penalty: 4389.074219
	Iteration 45Q: 3 clusters Score -943138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -943142.812500 Penalty: 4389.074219
	Iteration 46Q: 3 clusters Score -943142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -943146.750000 Penalty: 4389.074219
	Iteration 47Q: 3 clusters Score -943146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -943151.875000 Penalty: 4389.074219
	Iteration 48Q: 3 clusters Score -943151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -943156.000000 Penalty: 4389.074219
	Iteration 49Q: 3 clusters Score -943156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -943163.625000 Penalty: 4389.074219
	Iteration 50Q: 3 clusters Score -943163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -943168.375000 Penalty: 4389.074219
	Iteration 51Q: 3 clusters Score -943168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -943172.937500 Penalty: 4389.074219
	Iteration 52Q: 3 clusters Score -943172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -943180.687500 Penalty: 4389.074219
	Iteration 53Q: 3 clusters Score -943180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -943185.750000 Penalty: 4389.074219
	Iteration 54Q: 3 clusters Score -943185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -943193.437500 Penalty: 4389.074219
	Iteration 55Q: 3 clusters Score -943193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -943197.437500 Penalty: 4389.074219
	Iteration 56Q: 3 clusters Score -943197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -943203.000000 Penalty: 4389.074219
	Iteration 57Q: 3 clusters Score -943203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -943206.125000 Penalty: 4389.074219
	Iteration 58Q: 3 clusters Score -943206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -943210.562500 Penalty: 4389.074219
	Iteration 59Q: 3 clusters Score -943210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -943211.750000 Penalty: 4389.074219
	Iteration 60F: 3 clusters Score -943211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Entering Unmasked Estep 
Score: -8239095.500000 Penalty: 2711.428223
	Iteration 0F: 2 clusters Score -8239096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -8201478.000000 Penalty: 5422.856445
	Iteration 0F: 3 clusters Score -8201478 nChanged 25910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8216069.500000 Penalty: 5422.856445
	Iteration 1F: 3 clusters Score -8216070 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -8216919.500000 Penalty: 5422.856445
	Iteration 2Q: 3 clusters Score -8216920 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8218028.000000 Penalty: 5422.856445
	Iteration 3Q: 3 clusters Score -8218028 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -8219562.000000 Penalty: 5422.856445
	Iteration 4Q: 3 clusters Score -8219562 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -8221715.000000 Penalty: 5422.856445
	Iteration 5F: 3 clusters Score -8221715 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -8224190.500000 Penalty: 5422.856445
	Iteration 6F: 3 clusters Score -8224190 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -8226684.000000 Penalty: 5422.856445
	Iteration 7F: 3 clusters Score -8226684 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -8229084.500000 Penalty: 5422.856445
	Iteration 8F: 3 clusters Score -8229084 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -8231212.500000 Penalty: 5422.856445
	Iteration 9Q: 3 clusters Score -8231212 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8232963.500000 Penalty: 5422.856445
	Iteration 10Q: 3 clusters Score -8232964 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8234200.000000 Penalty: 5422.856445
	Iteration 11Q: 3 clusters Score -8234200 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8235011.500000 Penalty: 5422.856445
	Iteration 12Q: 3 clusters Score -8235012 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8235577.000000 Penalty: 5422.856445
	Iteration 13Q: 3 clusters Score -8235577 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8235966.000000 Penalty: 5422.856445
	Iteration 14Q: 3 clusters Score -8235966 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8236203.000000 Penalty: 5422.856445
	Iteration 15Q: 3 clusters Score -8236203 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8236386.000000 Penalty: 5422.856445
	Iteration 16Q: 3 clusters Score -8236386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8236491.000000 Penalty: 5422.856445
	Iteration 17Q: 3 clusters Score -8236491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8236562.000000 Penalty: 5422.856445
	Iteration 18Q: 3 clusters Score -8236562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8236607.000000 Penalty: 5422.856445
	Iteration 19Q: 3 clusters Score -8236607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8236645.000000 Penalty: 5422.856445
	Iteration 20F: 3 clusters Score -8236645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8236692.000000 Penalty: 5422.856445
	Iteration 21Q: 3 clusters Score -8236692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8236718.500000 Penalty: 5422.856445
	Iteration 22Q: 3 clusters Score -8236718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8236735.500000 Penalty: 5422.856445
	Iteration 23Q: 3 clusters Score -8236736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8236758.500000 Penalty: 5422.856445
	Iteration 24Q: 3 clusters Score -8236758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8236775.000000 Penalty: 5422.856445
	Iteration 25Q: 3 clusters Score -8236775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8236780.500000 Penalty: 5422.856445
	Iteration 26Q: 3 clusters Score -8236780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8236788.500000 Penalty: 5422.856445
	Iteration 27Q: 3 clusters Score -8236788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8236796.000000 Penalty: 5422.856445
	Iteration 28Q: 3 clusters Score -8236796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8236805.500000 Penalty: 5422.856445
	Iteration 29Q: 3 clusters Score -8236806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8236803.000000 Penalty: 5422.856445
	Iteration 30Q: 3 clusters Score -8236803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8236803.500000 Penalty: 5422.856445
	Iteration 31Q: 3 clusters Score -8236804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8236809.500000 Penalty: 5422.856445
	Iteration 32Q: 3 clusters Score -8236810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8236815.500000 Penalty: 5422.856445
	Iteration 33Q: 3 clusters Score -8236816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8236813.500000 Penalty: 5422.856445
	Iteration 34Q: 3 clusters Score -8236814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8236816.500000 Penalty: 5422.856445
	Iteration 35Q: 3 clusters Score -8236816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8236833.000000 Penalty: 5422.856445
	Iteration 36Q: 3 clusters Score -8236833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8236838.000000 Penalty: 5422.856445
	Iteration 37Q: 3 clusters Score -8236838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8236844.000000 Penalty: 5422.856445
	Iteration 38Q: 3 clusters Score -8236844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8236843.500000 Penalty: 5422.856445
	Iteration 39Q: 3 clusters Score -8236844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8236841.000000 Penalty: 5422.856445
	Iteration 40F: 3 clusters Score -8236841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8236842.000000 Penalty: 5422.856445
	Iteration 41Q: 3 clusters Score -8236842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8236841.000000 Penalty: 5422.856445
	Iteration 42Q: 3 clusters Score -8236841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8236844.500000 Penalty: 5422.856445
	Iteration 43Q: 3 clusters Score -8236844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8236850.500000 Penalty: 5422.856445
	Iteration 44Q: 3 clusters Score -8236850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8236857.000000 Penalty: 5422.856445
	Iteration 45Q: 3 clusters Score -8236857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8236855.500000 Penalty: 5422.856445
	Iteration 46Q: 3 clusters Score -8236856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8236855.500000 Penalty: 5422.856445
	Iteration 47F: 3 clusters Score -8236856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Entering Unmasked Estep 
Score: -4109933.500000 Penalty: 2546.754639
	Iteration 0F: 2 clusters Score -4109934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -4090038.750000 Penalty: 5093.509277
	Iteration 0F: 3 clusters Score -4090039 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4097215.250000 Penalty: 5093.509277
	Iteration 1F: 3 clusters Score -4097215 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4097637.500000 Penalty: 5093.509277
	Iteration 2Q: 3 clusters Score -4097638 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4097997.500000 Penalty: 5093.509277
	Iteration 3Q: 3 clusters Score -4097998 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4098342.750000 Penalty: 5093.509277
	Iteration 4Q: 3 clusters Score -4098343 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4098667.250000 Penalty: 5093.509277
	Iteration 5Q: 3 clusters Score -4098667 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4099020.250000 Penalty: 5093.509277
	Iteration 6Q: 3 clusters Score -4099020 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4099471.500000 Penalty: 5093.509277
	Iteration 7Q: 3 clusters Score -4099472 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4100080.000000 Penalty: 5093.509277
	Iteration 8Q: 3 clusters Score -4100080 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4100892.000000 Penalty: 5093.509277
	Iteration 9F: 3 clusters Score -4100892 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4101973.000000 Penalty: 5093.509277
	Iteration 10F: 3 clusters Score -4101973 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4103336.000000 Penalty: 5093.509277
	Iteration 11F: 3 clusters Score -4103336 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4104804.000000 Penalty: 5093.509277
	Iteration 12F: 3 clusters Score -4104804 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4106003.500000 Penalty: 5093.509277
	Iteration 13Q: 3 clusters Score -4106004 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4106782.500000 Penalty: 5093.509277
	Iteration 14Q: 3 clusters Score -4106782 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4107252.750000 Penalty: 5093.509277
	Iteration 15Q: 3 clusters Score -4107253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4107524.750000 Penalty: 5093.509277
	Iteration 16Q: 3 clusters Score -4107525 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4107715.000000 Penalty: 5093.509277
	Iteration 17Q: 3 clusters Score -4107715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4107845.500000 Penalty: 5093.509277
	Iteration 18Q: 3 clusters Score -4107846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4107916.500000 Penalty: 5093.509277
	Iteration 19Q: 3 clusters Score -4107916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4107960.250000 Penalty: 5093.509277
	Iteration 20F: 3 clusters Score -4107960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4107972.500000 Penalty: 5093.509277
	Iteration 21Q: 3 clusters Score -4107972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4107984.500000 Penalty: 5093.509277
	Iteration 22Q: 3 clusters Score -4107984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4107991.500000 Penalty: 5093.509277
	Iteration 23Q: 3 clusters Score -4107992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4107999.000000 Penalty: 5093.509277
	Iteration 24Q: 3 clusters Score -4107999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -4108005.500000 Penalty: 5093.509277
	Iteration 25Q: 3 clusters Score -4108006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4108012.250000 Penalty: 5093.509277
	Iteration 26Q: 3 clusters Score -4108012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4108015.500000 Penalty: 5093.509277
	Iteration 27Q: 3 clusters Score -4108016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4108024.000000 Penalty: 5093.509277
	Iteration 28Q: 3 clusters Score -4108024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4108025.500000 Penalty: 5093.509277
	Iteration 29Q: 3 clusters Score -4108026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4108026.250000 Penalty: 5093.509277
	Iteration 30Q: 3 clusters Score -4108026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4108027.750000 Penalty: 5093.509277
	Iteration 31Q: 3 clusters Score -4108028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4108029.500000 Penalty: 5093.509277
	Iteration 32Q: 3 clusters Score -4108030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4108030.250000 Penalty: 5093.509277
	Iteration 33Q: 3 clusters Score -4108030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4108030.250000 Penalty: 5093.509277
	Iteration 34F: 3 clusters Score -4108030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -6419383.000000 Penalty: 2648.420166
	Iteration 0F: 2 clusters Score -6419383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6390048.000000 Penalty: 5296.840332
	Iteration 0F: 3 clusters Score -6390048 nChanged 19817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6400853.500000 Penalty: 5296.840332
	Iteration 1F: 3 clusters Score -6400854 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -6401340.000000 Penalty: 5296.840332
	Iteration 2Q: 3 clusters Score -6401340 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -6401806.500000 Penalty: 5296.840332
	Iteration 3Q: 3 clusters Score -6401806 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6402228.000000 Penalty: 5296.840332
	Iteration 4Q: 3 clusters Score -6402228 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6402693.500000 Penalty: 5296.840332
	Iteration 5Q: 3 clusters Score -6402694 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6403231.500000 Penalty: 5296.840332
	Iteration 6Q: 3 clusters Score -6403232 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -6403941.500000 Penalty: 5296.840332
	Iteration 7Q: 3 clusters Score -6403942 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6404926.000000 Penalty: 5296.840332
	Iteration 8Q: 3 clusters Score -6404926 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -6406331.500000 Penalty: 5296.840332
	Iteration 9F: 3 clusters Score -6406332 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6408141.000000 Penalty: 5296.840332
	Iteration 10F: 3 clusters Score -6408141 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -6410251.500000 Penalty: 5296.840332
	Iteration 11F: 3 clusters Score -6410252 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6412347.500000 Penalty: 5296.840332
	Iteration 12F: 3 clusters Score -6412348 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -6414070.500000 Penalty: 5296.840332
	Iteration 13Q: 3 clusters Score -6414070 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -6415260.500000 Penalty: 5296.840332
	Iteration 14Q: 3 clusters Score -6415260 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6416028.500000 Penalty: 5296.840332
	Iteration 15Q: 3 clusters Score -6416028 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -6416435.500000 Penalty: 5296.840332
	Iteration 16Q: 3 clusters Score -6416436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -6416653.500000 Penalty: 5296.840332
	Iteration 17Q: 3 clusters Score -6416654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6416774.000000 Penalty: 5296.840332
	Iteration 18Q: 3 clusters Score -6416774 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -6416872.000000 Penalty: 5296.840332
	Iteration 19Q: 3 clusters Score -6416872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6416932.000000 Penalty: 5296.840332
	Iteration 20F: 3 clusters Score -6416932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6416995.000000 Penalty: 5296.840332
	Iteration 21Q: 3 clusters Score -6416995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -6417029.500000 Penalty: 5296.840332
	Iteration 22Q: 3 clusters Score -6417030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6417042.500000 Penalty: 5296.840332
	Iteration 23Q: 3 clusters Score -6417042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -6417062.000000 Penalty: 5296.840332
	Iteration 24Q: 3 clusters Score -6417062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6417079.000000 Penalty: 5296.840332
	Iteration 25Q: 3 clusters Score -6417079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -6417083.000000 Penalty: 5296.840332
	Iteration 26Q: 3 clusters Score -6417083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -6417086.000000 Penalty: 5296.840332
	Iteration 27Q: 3 clusters Score -6417086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -6417095.000000 Penalty: 5296.840332
	Iteration 28Q: 3 clusters Score -6417095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -6417112.500000 Penalty: 5296.840332
	Iteration 29Q: 3 clusters Score -6417112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -6417120.500000 Penalty: 5296.840332
	Iteration 30Q: 3 clusters Score -6417120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6417127.000000 Penalty: 5296.840332
	Iteration 31Q: 3 clusters Score -6417127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6417139.500000 Penalty: 5296.840332
	Iteration 32Q: 3 clusters Score -6417140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -6417141.500000 Penalty: 5296.840332
	Iteration 33Q: 3 clusters Score -6417142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6417140.000000 Penalty: 5296.840332
	Iteration 34Q: 3 clusters Score -6417140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -6417142.500000 Penalty: 5296.840332
	Iteration 35Q: 3 clusters Score -6417142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -6417145.500000 Penalty: 5296.840332
	Iteration 36Q: 3 clusters Score -6417146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6417148.000000 Penalty: 5296.840332
	Iteration 37Q: 3 clusters Score -6417148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6417151.000000 Penalty: 5296.840332
	Iteration 38Q: 3 clusters Score -6417151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6417165.000000 Penalty: 5296.840332
	Iteration 39Q: 3 clusters Score -6417165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6417169.000000 Penalty: 5296.840332
	Iteration 40F: 3 clusters Score -6417169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6417169.000000 Penalty: 5296.840332
	Iteration 41Q: 3 clusters Score -6417169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -6417173.000000 Penalty: 5296.840332
	Iteration 42Q: 3 clusters Score -6417173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6417169.500000 Penalty: 5296.840332
	Iteration 43Q: 3 clusters Score -6417170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6417169.500000 Penalty: 5296.840332
	Iteration 44F: 3 clusters Score -6417170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -1673053.875000 Penalty: 2328.780273
	Iteration 0F: 2 clusters Score -1673054 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 6017 members 
Entering Unmasked Estep 
Score: -1664190.750000 Penalty: 4657.560547
	Iteration 0F: 3 clusters Score -1664191 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1666788.125000 Penalty: 4657.560547
	Iteration 1F: 3 clusters Score -1666788 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1667097.500000 Penalty: 4657.560547
	Iteration 2F: 3 clusters Score -1667098 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1667298.500000 Penalty: 4657.560547
	Iteration 3Q: 3 clusters Score -1667298 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1667449.375000 Penalty: 4657.560547
	Iteration 4Q: 3 clusters Score -1667449 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1667605.750000 Penalty: 4657.560547
	Iteration 5Q: 3 clusters Score -1667606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1667739.000000 Penalty: 4657.560547
	Iteration 6Q: 3 clusters Score -1667739 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1667858.750000 Penalty: 4657.560547
	Iteration 7Q: 3 clusters Score -1667859 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1667986.625000 Penalty: 4657.560547
	Iteration 8Q: 3 clusters Score -1667987 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1668104.000000 Penalty: 4657.560547
	Iteration 9Q: 3 clusters Score -1668104 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1668248.875000 Penalty: 4657.560547
	Iteration 10Q: 3 clusters Score -1668249 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1668430.625000 Penalty: 4657.560547
	Iteration 11Q: 3 clusters Score -1668431 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1668661.125000 Penalty: 4657.560547
	Iteration 12Q: 3 clusters Score -1668661 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1668960.250000 Penalty: 4657.560547
	Iteration 13Q: 3 clusters Score -1668960 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1669289.125000 Penalty: 4657.560547
	Iteration 14Q: 3 clusters Score -1669289 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1669642.250000 Penalty: 4657.560547
	Iteration 15Q: 3 clusters Score -1669642 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1670053.750000 Penalty: 4657.560547
	Iteration 16Q: 3 clusters Score -1670054 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1670377.125000 Penalty: 4657.560547
	Iteration 17Q: 3 clusters Score -1670377 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1670627.625000 Penalty: 4657.560547
	Iteration 18Q: 3 clusters Score -1670628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1670830.625000 Penalty: 4657.560547
	Iteration 19Q: 3 clusters Score -1670831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1670950.625000 Penalty: 4657.560547
	Iteration 20F: 3 clusters Score -1670951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1671023.625000 Penalty: 4657.560547
	Iteration 21Q: 3 clusters Score -1671024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1671078.625000 Penalty: 4657.560547
	Iteration 22Q: 3 clusters Score -1671079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1671117.625000 Penalty: 4657.560547
	Iteration 23Q: 3 clusters Score -1671118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1671136.125000 Penalty: 4657.560547
	Iteration 24Q: 3 clusters Score -1671136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1671147.500000 Penalty: 4657.560547
	Iteration 25Q: 3 clusters Score -1671148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1671153.875000 Penalty: 4657.560547
	Iteration 26Q: 3 clusters Score -1671154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1671161.125000 Penalty: 4657.560547
	Iteration 27Q: 3 clusters Score -1671161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1671166.000000 Penalty: 4657.560547
	Iteration 28Q: 3 clusters Score -1671166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1671173.125000 Penalty: 4657.560547
	Iteration 29Q: 3 clusters Score -1671173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1671184.625000 Penalty: 4657.560547
	Iteration 30Q: 3 clusters Score -1671185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1671190.750000 Penalty: 4657.560547
	Iteration 31Q: 3 clusters Score -1671191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1671197.875000 Penalty: 4657.560547
	Iteration 32Q: 3 clusters Score -1671198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1671206.875000 Penalty: 4657.560547
	Iteration 33Q: 3 clusters Score -1671207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1671209.500000 Penalty: 4657.560547
	Iteration 34Q: 3 clusters Score -1671210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1671215.875000 Penalty: 4657.560547
	Iteration 35Q: 3 clusters Score -1671216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1671213.875000 Penalty: 4657.560547
	Iteration 36Q: 3 clusters Score -1671214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1671217.000000 Penalty: 4657.560547
	Iteration 37Q: 3 clusters Score -1671217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1671217.000000 Penalty: 4657.560547
	Iteration 38F: 3 clusters Score -1671217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -842309.625000 Penalty: 2150.309082
	Iteration 0F: 2 clusters Score -842309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -837263.250000 Penalty: 4300.618164
	Iteration 0F: 3 clusters Score -837263.2 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -838496.312500 Penalty: 4300.618164
	Iteration 1F: 3 clusters Score -838496.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -838685.125000 Penalty: 4300.618164
	Iteration 2F: 3 clusters Score -838685.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -838810.312500 Penalty: 4300.618164
	Iteration 3Q: 3 clusters Score -838810.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -838912.250000 Penalty: 4300.618164
	Iteration 4Q: 3 clusters Score -838912.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -838985.250000 Penalty: 4300.618164
	Iteration 5Q: 3 clusters Score -838985.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -839040.500000 Penalty: 4300.618164
	Iteration 6Q: 3 clusters Score -839040.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -839088.000000 Penalty: 4300.618164
	Iteration 7Q: 3 clusters Score -839088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -839130.250000 Penalty: 4300.618164
	Iteration 8Q: 3 clusters Score -839130.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -839170.500000 Penalty: 4300.618164
	Iteration 9Q: 3 clusters Score -839170.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -839213.125000 Penalty: 4300.618164
	Iteration 10Q: 3 clusters Score -839213.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -839251.375000 Penalty: 4300.618164
	Iteration 11Q: 3 clusters Score -839251.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -839297.500000 Penalty: 4300.618164
	Iteration 12Q: 3 clusters Score -839297.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -839340.312500 Penalty: 4300.618164
	Iteration 13Q: 3 clusters Score -839340.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -839382.875000 Penalty: 4300.618164
	Iteration 14Q: 3 clusters Score -839382.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -839425.437500 Penalty: 4300.618164
	Iteration 15Q: 3 clusters Score -839425.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -839466.875000 Penalty: 4300.618164
	Iteration 16Q: 3 clusters Score -839466.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -839517.937500 Penalty: 4300.618164
	Iteration 17Q: 3 clusters Score -839517.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -839574.000000 Penalty: 4300.618164
	Iteration 18Q: 3 clusters Score -839574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -839640.687500 Penalty: 4300.618164
	Iteration 19Q: 3 clusters Score -839640.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -839708.687500 Penalty: 4300.618164
	Iteration 20F: 3 clusters Score -839708.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -839763.687500 Penalty: 4300.618164
	Iteration 21Q: 3 clusters Score -839763.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -839812.812500 Penalty: 4300.618164
	Iteration 22Q: 3 clusters Score -839812.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -839870.250000 Penalty: 4300.618164
	Iteration 23Q: 3 clusters Score -839870.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -839927.312500 Penalty: 4300.618164
	Iteration 24Q: 3 clusters Score -839927.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -839985.875000 Penalty: 4300.618164
	Iteration 25Q: 3 clusters Score -839985.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -840040.500000 Penalty: 4300.618164
	Iteration 26Q: 3 clusters Score -840040.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -840086.375000 Penalty: 4300.618164
	Iteration 27Q: 3 clusters Score -840086.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -840124.937500 Penalty: 4300.618164
	Iteration 28Q: 3 clusters Score -840124.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -840163.625000 Penalty: 4300.618164
	Iteration 29Q: 3 clusters Score -840163.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -840200.687500 Penalty: 4300.618164
	Iteration 30Q: 3 clusters Score -840200.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -840241.437500 Penalty: 4300.618164
	Iteration 31Q: 3 clusters Score -840241.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -840287.250000 Penalty: 4300.618164
	Iteration 32Q: 3 clusters Score -840287.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -840322.000000 Penalty: 4300.618164
	Iteration 33Q: 3 clusters Score -840322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -840347.875000 Penalty: 4300.618164
	Iteration 34Q: 3 clusters Score -840347.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -840370.937500 Penalty: 4300.618164
	Iteration 35Q: 3 clusters Score -840370.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -840379.625000 Penalty: 4300.618164
	Iteration 36Q: 3 clusters Score -840379.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -840392.250000 Penalty: 4300.618164
	Iteration 37Q: 3 clusters Score -840392.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -840408.062500 Penalty: 4300.618164
	Iteration 38Q: 3 clusters Score -840408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -840417.812500 Penalty: 4300.618164
	Iteration 39Q: 3 clusters Score -840417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -840430.375000 Penalty: 4300.618164
	Iteration 40F: 3 clusters Score -840430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -840434.562500 Penalty: 4300.618164
	Iteration 41Q: 3 clusters Score -840434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -840437.687500 Penalty: 4300.618164
	Iteration 42Q: 3 clusters Score -840437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -840440.125000 Penalty: 4300.618164
	Iteration 43Q: 3 clusters Score -840440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -840442.062500 Penalty: 4300.618164
	Iteration 44Q: 3 clusters Score -840442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -840443.062500 Penalty: 4300.618164
	Iteration 45Q: 3 clusters Score -840443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -840444.312500 Penalty: 4300.618164
	Iteration 46Q: 3 clusters Score -840444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -840445.187500 Penalty: 4300.618164
	Iteration 47Q: 3 clusters Score -840445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -840448.875000 Penalty: 4300.618164
	Iteration 48Q: 3 clusters Score -840448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -840451.812500 Penalty: 4300.618164
	Iteration 49Q: 3 clusters Score -840451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -840452.125000 Penalty: 4300.618164
	Iteration 50Q: 3 clusters Score -840452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -840455.125000 Penalty: 4300.618164
	Iteration 51Q: 3 clusters Score -840455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -840459.750000 Penalty: 4300.618164
	Iteration 52Q: 3 clusters Score -840459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -840463.312500 Penalty: 4300.618164
	Iteration 53Q: 3 clusters Score -840463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -840466.187500 Penalty: 4300.618164
	Iteration 54Q: 3 clusters Score -840466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -840471.812500 Penalty: 4300.618164
	Iteration 55Q: 3 clusters Score -840471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -840475.937500 Penalty: 4300.618164
	Iteration 56Q: 3 clusters Score -840475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -840477.562500 Penalty: 4300.618164
	Iteration 57Q: 3 clusters Score -840477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -840478.687500 Penalty: 4300.618164
	Iteration 58Q: 3 clusters Score -840478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -840479.250000 Penalty: 4300.618164
	Iteration 59Q: 3 clusters Score -840479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -840479.437500 Penalty: 4300.618164
	Iteration 60F: 3 clusters Score -840479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -840479.625000 Penalty: 4300.618164
	Iteration 61Q: 3 clusters Score -840479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -840479.937500 Penalty: 4300.618164
	Iteration 62Q: 3 clusters Score -840479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -840479.937500 Penalty: 4300.618164
	Iteration 63F: 3 clusters Score -840479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Entering Unmasked Estep 
Score: -2920804.000000 Penalty: 2469.495850
	Iteration 0F: 2 clusters Score -2920804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2906045.500000 Penalty: 4938.991699
	Iteration 0F: 3 clusters Score -2906046 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2911286.000000 Penalty: 4938.991699
	Iteration 1F: 3 clusters Score -2911286 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2911910.500000 Penalty: 4938.991699
	Iteration 2F: 3 clusters Score -2911910 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2912565.000000 Penalty: 4938.991699
	Iteration 3F: 3 clusters Score -2912565 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2913220.500000 Penalty: 4938.991699
	Iteration 4F: 3 clusters Score -2913220 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2913923.000000 Penalty: 4938.991699
	Iteration 5F: 3 clusters Score -2913923 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2914596.250000 Penalty: 4938.991699
	Iteration 6F: 3 clusters Score -2914596 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2915214.250000 Penalty: 4938.991699
	Iteration 7F: 3 clusters Score -2915214 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2915743.000000 Penalty: 4938.991699
	Iteration 8Q: 3 clusters Score -2915743 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2916191.500000 Penalty: 4938.991699
	Iteration 9Q: 3 clusters Score -2916192 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2916581.000000 Penalty: 4938.991699
	Iteration 10Q: 3 clusters Score -2916581 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2916941.000000 Penalty: 4938.991699
	Iteration 11Q: 3 clusters Score -2916941 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2917310.250000 Penalty: 4938.991699
	Iteration 12Q: 3 clusters Score -2917310 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2917643.250000 Penalty: 4938.991699
	Iteration 13Q: 3 clusters Score -2917643 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2917977.750000 Penalty: 4938.991699
	Iteration 14Q: 3 clusters Score -2917978 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2918276.750000 Penalty: 4938.991699
	Iteration 15Q: 3 clusters Score -2918277 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2918559.250000 Penalty: 4938.991699
	Iteration 16Q: 3 clusters Score -2918559 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2918770.250000 Penalty: 4938.991699
	Iteration 17Q: 3 clusters Score -2918770 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2918969.750000 Penalty: 4938.991699
	Iteration 18Q: 3 clusters Score -2918970 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2919140.250000 Penalty: 4938.991699
	Iteration 19Q: 3 clusters Score -2919140 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2919274.500000 Penalty: 4938.991699
	Iteration 20F: 3 clusters Score -2919274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2919414.500000 Penalty: 4938.991699
	Iteration 21Q: 3 clusters Score -2919414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2919544.250000 Penalty: 4938.991699
	Iteration 22Q: 3 clusters Score -2919544 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2919672.750000 Penalty: 4938.991699
	Iteration 23Q: 3 clusters Score -2919673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2919794.500000 Penalty: 4938.991699
	Iteration 24Q: 3 clusters Score -2919794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2919909.750000 Penalty: 4938.991699
	Iteration 25Q: 3 clusters Score -2919910 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2919985.000000 Penalty: 4938.991699
	Iteration 26Q: 3 clusters Score -2919985 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2920048.750000 Penalty: 4938.991699
	Iteration 27Q: 3 clusters Score -2920049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2920100.750000 Penalty: 4938.991699
	Iteration 28Q: 3 clusters Score -2920101 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2920124.000000 Penalty: 4938.991699
	Iteration 29Q: 3 clusters Score -2920124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2920153.250000 Penalty: 4938.991699
	Iteration 30Q: 3 clusters Score -2920153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2920167.750000 Penalty: 4938.991699
	Iteration 31Q: 3 clusters Score -2920168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2920185.250000 Penalty: 4938.991699
	Iteration 32Q: 3 clusters Score -2920185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2920198.500000 Penalty: 4938.991699
	Iteration 33Q: 3 clusters Score -2920198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2920211.250000 Penalty: 4938.991699
	Iteration 34Q: 3 clusters Score -2920211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2920215.000000 Penalty: 4938.991699
	Iteration 35Q: 3 clusters Score -2920215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2920220.250000 Penalty: 4938.991699
	Iteration 36Q: 3 clusters Score -2920220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2920219.250000 Penalty: 4938.991699
	Iteration 37Q: 3 clusters Score -2920219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2920230.000000 Penalty: 4938.991699
	Iteration 38Q: 3 clusters Score -2920230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2920237.000000 Penalty: 4938.991699
	Iteration 39Q: 3 clusters Score -2920237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2920239.750000 Penalty: 4938.991699
	Iteration 40F: 3 clusters Score -2920240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2920244.500000 Penalty: 4938.991699
	Iteration 41Q: 3 clusters Score -2920244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2920243.000000 Penalty: 4938.991699
	Iteration 42Q: 3 clusters Score -2920243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2920249.750000 Penalty: 4938.991699
	Iteration 43Q: 3 clusters Score -2920250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2920249.250000 Penalty: 4938.991699
	Iteration 44Q: 3 clusters Score -2920249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2920251.250000 Penalty: 4938.991699
	Iteration 45Q: 3 clusters Score -2920251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2920251.250000 Penalty: 4938.991699
	Iteration 46Q: 3 clusters Score -2920251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2920254.250000 Penalty: 4938.991699
	Iteration 47Q: 3 clusters Score -2920254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2920257.000000 Penalty: 4938.991699
	Iteration 48Q: 3 clusters Score -2920257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2920257.250000 Penalty: 4938.991699
	Iteration 49Q: 3 clusters Score -2920257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2920256.750000 Penalty: 4938.991699
	Iteration 50Q: 3 clusters Score -2920257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2920258.500000 Penalty: 4938.991699
	Iteration 51Q: 3 clusters Score -2920258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2920259.000000 Penalty: 4938.991699
	Iteration 52Q: 3 clusters Score -2920259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2920257.500000 Penalty: 4938.991699
	Iteration 53Q: 3 clusters Score -2920258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2920257.500000 Penalty: 4938.991699
	Iteration 54F: 3 clusters Score -2920258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -339231.218750 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -339231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -336296.968750 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -336297 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -336883.468750 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -336883.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -337039.031250 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -337039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -337121.625000 Penalty: 3881.123535
	Iteration 3Q: 3 clusters Score -337121.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -337203.531250 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -337203.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -337261.625000 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -337261.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -337312.562500 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -337312.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -337354.031250 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -337354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -337394.968750 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -337395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -337446.500000 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -337446.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -337492.937500 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -337492.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -337541.656250 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -337541.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -337591.812500 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -337591.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -337656.343750 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -337656.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -337739.062500 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -337739.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -337787.437500 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -337787.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -337833.531250 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -337833.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -337858.906250 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -337858.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -337873.125000 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -337873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -337888.718750 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -337888.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -337905.000000 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -337905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -337919.000000 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -337919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -337927.343750 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -337927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -337937.875000 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -337937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -337943.875000 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -337943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -337947.218750 Penalty: 3881.123535
	Iteration 25Q: 3 clusters Score -337947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -337950.437500 Penalty: 3881.123535
	Iteration 26Q: 3 clusters Score -337950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -337955.937500 Penalty: 3881.123535
	Iteration 27Q: 3 clusters Score -337955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -337963.562500 Penalty: 3881.123535
	Iteration 28Q: 3 clusters Score -337963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -337974.843750 Penalty: 3881.123535
	Iteration 29Q: 3 clusters Score -337974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -337987.562500 Penalty: 3881.123535
	Iteration 30Q: 3 clusters Score -337987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -337994.531250 Penalty: 3881.123535
	Iteration 31Q: 3 clusters Score -337994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -338007.468750 Penalty: 3881.123535
	Iteration 32Q: 3 clusters Score -338007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -338018.750000 Penalty: 3881.123535
	Iteration 33Q: 3 clusters Score -338018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -338023.125000 Penalty: 3881.123535
	Iteration 34Q: 3 clusters Score -338023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -338023.906250 Penalty: 3881.123535
	Iteration 35Q: 3 clusters Score -338023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -338023.906250 Penalty: 3881.123535
	Iteration 36F: 3 clusters Score -338023.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1469824.750000 Penalty: 2319.643555
	Iteration 0F: 2 clusters Score -1469825 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 5741 members 
Entering Unmasked Estep 
Score: -1461244.375000 Penalty: 4639.287109
	Iteration 0F: 3 clusters Score -1461244 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1463983.375000 Penalty: 4639.287109
	Iteration 1F: 3 clusters Score -1463983 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1464451.625000 Penalty: 4639.287109
	Iteration 2F: 3 clusters Score -1464452 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1464856.000000 Penalty: 4639.287109
	Iteration 3F: 3 clusters Score -1464856 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1465295.000000 Penalty: 4639.287109
	Iteration 4F: 3 clusters Score -1465295 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1465751.125000 Penalty: 4639.287109
	Iteration 5F: 3 clusters Score -1465751 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1466224.750000 Penalty: 4639.287109
	Iteration 6F: 3 clusters Score -1466225 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1466736.000000 Penalty: 4639.287109
	Iteration 7F: 3 clusters Score -1466736 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1467183.250000 Penalty: 4639.287109
	Iteration 8F: 3 clusters Score -1467183 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1467546.625000 Penalty: 4639.287109
	Iteration 9Q: 3 clusters Score -1467547 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1467803.500000 Penalty: 4639.287109
	Iteration 10Q: 3 clusters Score -1467804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1467959.625000 Penalty: 4639.287109
	Iteration 11Q: 3 clusters Score -1467960 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1468061.500000 Penalty: 4639.287109
	Iteration 12Q: 3 clusters Score -1468062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1468132.250000 Penalty: 4639.287109
	Iteration 13Q: 3 clusters Score -1468132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1468181.500000 Penalty: 4639.287109
	Iteration 14Q: 3 clusters Score -1468182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1468217.375000 Penalty: 4639.287109
	Iteration 15Q: 3 clusters Score -1468217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1468244.125000 Penalty: 4639.287109
	Iteration 16Q: 3 clusters Score -1468244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1468262.125000 Penalty: 4639.287109
	Iteration 17Q: 3 clusters Score -1468262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1468286.000000 Penalty: 4639.287109
	Iteration 18Q: 3 clusters Score -1468286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1468299.250000 Penalty: 4639.287109
	Iteration 19Q: 3 clusters Score -1468299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1468310.625000 Penalty: 4639.287109
	Iteration 20F: 3 clusters Score -1468311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1468320.250000 Penalty: 4639.287109
	Iteration 21Q: 3 clusters Score -1468320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1468335.500000 Penalty: 4639.287109
	Iteration 22Q: 3 clusters Score -1468336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1468339.375000 Penalty: 4639.287109
	Iteration 23Q: 3 clusters Score -1468339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1468347.750000 Penalty: 4639.287109
	Iteration 24Q: 3 clusters Score -1468348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1468354.875000 Penalty: 4639.287109
	Iteration 25Q: 3 clusters Score -1468355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1468359.000000 Penalty: 4639.287109
	Iteration 26Q: 3 clusters Score -1468359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1468367.625000 Penalty: 4639.287109
	Iteration 27Q: 3 clusters Score -1468368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1468374.875000 Penalty: 4639.287109
	Iteration 28Q: 3 clusters Score -1468375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1468381.500000 Penalty: 4639.287109
	Iteration 29Q: 3 clusters Score -1468382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1468385.500000 Penalty: 4639.287109
	Iteration 30Q: 3 clusters Score -1468386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1468398.625000 Penalty: 4639.287109
	Iteration 31Q: 3 clusters Score -1468399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1468403.125000 Penalty: 4639.287109
	Iteration 32Q: 3 clusters Score -1468403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1468410.875000 Penalty: 4639.287109
	Iteration 33Q: 3 clusters Score -1468411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1468420.625000 Penalty: 4639.287109
	Iteration 34Q: 3 clusters Score -1468421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1468428.625000 Penalty: 4639.287109
	Iteration 35Q: 3 clusters Score -1468429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1468434.125000 Penalty: 4639.287109
	Iteration 36Q: 3 clusters Score -1468434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1468440.750000 Penalty: 4639.287109
	Iteration 37Q: 3 clusters Score -1468441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1468447.125000 Penalty: 4639.287109
	Iteration 38Q: 3 clusters Score -1468447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1468455.375000 Penalty: 4639.287109
	Iteration 39Q: 3 clusters Score -1468455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1468463.500000 Penalty: 4639.287109
	Iteration 40F: 3 clusters Score -1468464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1468470.625000 Penalty: 4639.287109
	Iteration 41Q: 3 clusters Score -1468471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1468472.625000 Penalty: 4639.287109
	Iteration 42Q: 3 clusters Score -1468473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1468477.500000 Penalty: 4639.287109
	Iteration 43Q: 3 clusters Score -1468478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1468476.500000 Penalty: 4639.287109
	Iteration 44Q: 3 clusters Score -1468476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1468489.625000 Penalty: 4639.287109
	Iteration 45Q: 3 clusters Score -1468490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1468496.375000 Penalty: 4639.287109
	Iteration 46Q: 3 clusters Score -1468496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1468495.500000 Penalty: 4639.287109
	Iteration 47Q: 3 clusters Score -1468496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1468502.500000 Penalty: 4639.287109
	Iteration 48Q: 3 clusters Score -1468502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1468505.125000 Penalty: 4639.287109
	Iteration 49Q: 3 clusters Score -1468505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1468511.250000 Penalty: 4639.287109
	Iteration 50Q: 3 clusters Score -1468511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1468513.125000 Penalty: 4639.287109
	Iteration 51Q: 3 clusters Score -1468513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1468522.375000 Penalty: 4639.287109
	Iteration 52Q: 3 clusters Score -1468522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1468528.000000 Penalty: 4639.287109
	Iteration 53Q: 3 clusters Score -1468528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1468531.500000 Penalty: 4639.287109
	Iteration 54Q: 3 clusters Score -1468532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1468534.125000 Penalty: 4639.287109
	Iteration 55Q: 3 clusters Score -1468534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1468536.875000 Penalty: 4639.287109
	Iteration 56Q: 3 clusters Score -1468537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1468538.375000 Penalty: 4639.287109
	Iteration 57Q: 3 clusters Score -1468538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1468540.125000 Penalty: 4639.287109
	Iteration 58Q: 3 clusters Score -1468540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1468540.625000 Penalty: 4639.287109
	Iteration 59Q: 3 clusters Score -1468541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1468544.250000 Penalty: 4639.287109
	Iteration 60F: 3 clusters Score -1468544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1468542.125000 Penalty: 4639.287109
	Iteration 61Q: 3 clusters Score -1468542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1468546.625000 Penalty: 4639.287109
	Iteration 62Q: 3 clusters Score -1468547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1468546.875000 Penalty: 4639.287109
	Iteration 63Q: 3 clusters Score -1468547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1468547.500000 Penalty: 4639.287109
	Iteration 64Q: 3 clusters Score -1468548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1468548.875000 Penalty: 4639.287109
	Iteration 65Q: 3 clusters Score -1468549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1468552.250000 Penalty: 4639.287109
	Iteration 66Q: 3 clusters Score -1468552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1468549.000000 Penalty: 4639.287109
	Iteration 67Q: 3 clusters Score -1468549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1468553.000000 Penalty: 4639.287109
	Iteration 68Q: 3 clusters Score -1468553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1468554.375000 Penalty: 4639.287109
	Iteration 69Q: 3 clusters Score -1468554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1468553.625000 Penalty: 4639.287109
	Iteration 70Q: 3 clusters Score -1468554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1468557.250000 Penalty: 4639.287109
	Iteration 71Q: 3 clusters Score -1468557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1468557.250000 Penalty: 4639.287109
	Iteration 72F: 3 clusters Score -1468557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -1431758.500000 Penalty: 2297.466064
	Iteration 0F: 2 clusters Score -1431758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1423741.500000 Penalty: 4594.932129
	Iteration 0F: 3 clusters Score -1423742 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1426226.500000 Penalty: 4594.932129
	Iteration 1F: 3 clusters Score -1426226 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1426535.625000 Penalty: 4594.932129
	Iteration 2F: 3 clusters Score -1426536 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1426727.500000 Penalty: 4594.932129
	Iteration 3Q: 3 clusters Score -1426728 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1426859.000000 Penalty: 4594.932129
	Iteration 4Q: 3 clusters Score -1426859 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1426959.125000 Penalty: 4594.932129
	Iteration 5Q: 3 clusters Score -1426959 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1427043.250000 Penalty: 4594.932129
	Iteration 6Q: 3 clusters Score -1427043 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1427114.250000 Penalty: 4594.932129
	Iteration 7Q: 3 clusters Score -1427114 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1427183.625000 Penalty: 4594.932129
	Iteration 8Q: 3 clusters Score -1427184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1427240.750000 Penalty: 4594.932129
	Iteration 9Q: 3 clusters Score -1427241 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1427306.250000 Penalty: 4594.932129
	Iteration 10Q: 3 clusters Score -1427306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1427365.125000 Penalty: 4594.932129
	Iteration 11Q: 3 clusters Score -1427365 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1427413.625000 Penalty: 4594.932129
	Iteration 12Q: 3 clusters Score -1427414 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1427444.000000 Penalty: 4594.932129
	Iteration 13Q: 3 clusters Score -1427444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1427477.750000 Penalty: 4594.932129
	Iteration 14Q: 3 clusters Score -1427478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1427500.000000 Penalty: 4594.932129
	Iteration 15Q: 3 clusters Score -1427500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1427526.875000 Penalty: 4594.932129
	Iteration 16Q: 3 clusters Score -1427527 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1427548.500000 Penalty: 4594.932129
	Iteration 17Q: 3 clusters Score -1427548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1427568.125000 Penalty: 4594.932129
	Iteration 18Q: 3 clusters Score -1427568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1427588.125000 Penalty: 4594.932129
	Iteration 19Q: 3 clusters Score -1427588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1427609.375000 Penalty: 4594.932129
	Iteration 20F: 3 clusters Score -1427609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1427632.250000 Penalty: 4594.932129
	Iteration 21Q: 3 clusters Score -1427632 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1427668.750000 Penalty: 4594.932129
	Iteration 22Q: 3 clusters Score -1427669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1427691.750000 Penalty: 4594.932129
	Iteration 23Q: 3 clusters Score -1427692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1427721.500000 Penalty: 4594.932129
	Iteration 24Q: 3 clusters Score -1427722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1427770.750000 Penalty: 4594.932129
	Iteration 25Q: 3 clusters Score -1427771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1427830.125000 Penalty: 4594.932129
	Iteration 26Q: 3 clusters Score -1427830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1427920.500000 Penalty: 4594.932129
	Iteration 27Q: 3 clusters Score -1427920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1428028.750000 Penalty: 4594.932129
	Iteration 28Q: 3 clusters Score -1428029 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1428143.125000 Penalty: 4594.932129
	Iteration 29Q: 3 clusters Score -1428143 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1428278.500000 Penalty: 4594.932129
	Iteration 30Q: 3 clusters Score -1428278 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1428431.125000 Penalty: 4594.932129
	Iteration 31Q: 3 clusters Score -1428431 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1428573.375000 Penalty: 4594.932129
	Iteration 32Q: 3 clusters Score -1428573 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1428706.375000 Penalty: 4594.932129
	Iteration 33Q: 3 clusters Score -1428706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1428815.750000 Penalty: 4594.932129
	Iteration 34Q: 3 clusters Score -1428816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1428906.750000 Penalty: 4594.932129
	Iteration 35Q: 3 clusters Score -1428907 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1428997.625000 Penalty: 4594.932129
	Iteration 36Q: 3 clusters Score -1428998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1429071.625000 Penalty: 4594.932129
	Iteration 37Q: 3 clusters Score -1429072 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1429128.875000 Penalty: 4594.932129
	Iteration 38Q: 3 clusters Score -1429129 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1429197.750000 Penalty: 4594.932129
	Iteration 39Q: 3 clusters Score -1429198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1429245.625000 Penalty: 4594.932129
	Iteration 40F: 3 clusters Score -1429246 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1429292.750000 Penalty: 4594.932129
	Iteration 41Q: 3 clusters Score -1429293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1429341.000000 Penalty: 4594.932129
	Iteration 42Q: 3 clusters Score -1429341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1429386.125000 Penalty: 4594.932129
	Iteration 43Q: 3 clusters Score -1429386 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1429416.750000 Penalty: 4594.932129
	Iteration 44Q: 3 clusters Score -1429417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1429446.875000 Penalty: 4594.932129
	Iteration 45Q: 3 clusters Score -1429447 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1429482.750000 Penalty: 4594.932129
	Iteration 46Q: 3 clusters Score -1429483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1429509.750000 Penalty: 4594.932129
	Iteration 47Q: 3 clusters Score -1429510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1429550.750000 Penalty: 4594.932129
	Iteration 48Q: 3 clusters Score -1429551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1429584.250000 Penalty: 4594.932129
	Iteration 49Q: 3 clusters Score -1429584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1429617.125000 Penalty: 4594.932129
	Iteration 50Q: 3 clusters Score -1429617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1429648.375000 Penalty: 4594.932129
	Iteration 51Q: 3 clusters Score -1429648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1429668.500000 Penalty: 4594.932129
	Iteration 52Q: 3 clusters Score -1429668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1429685.000000 Penalty: 4594.932129
	Iteration 53Q: 3 clusters Score -1429685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1429702.500000 Penalty: 4594.932129
	Iteration 54Q: 3 clusters Score -1429702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1429724.375000 Penalty: 4594.932129
	Iteration 55Q: 3 clusters Score -1429724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1429744.125000 Penalty: 4594.932129
	Iteration 56Q: 3 clusters Score -1429744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1429755.125000 Penalty: 4594.932129
	Iteration 57Q: 3 clusters Score -1429755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1429766.750000 Penalty: 4594.932129
	Iteration 58Q: 3 clusters Score -1429767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1429781.250000 Penalty: 4594.932129
	Iteration 59Q: 3 clusters Score -1429781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1429791.625000 Penalty: 4594.932129
	Iteration 60F: 3 clusters Score -1429792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1429805.125000 Penalty: 4594.932129
	Iteration 61Q: 3 clusters Score -1429805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1429815.500000 Penalty: 4594.932129
	Iteration 62Q: 3 clusters Score -1429816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1429819.250000 Penalty: 4594.932129
	Iteration 63Q: 3 clusters Score -1429819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1429825.375000 Penalty: 4594.932129
	Iteration 64Q: 3 clusters Score -1429825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1429837.250000 Penalty: 4594.932129
	Iteration 65Q: 3 clusters Score -1429837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1429842.875000 Penalty: 4594.932129
	Iteration 66Q: 3 clusters Score -1429843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1429858.250000 Penalty: 4594.932129
	Iteration 67Q: 3 clusters Score -1429858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1429866.750000 Penalty: 4594.932129
	Iteration 68Q: 3 clusters Score -1429867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1429876.250000 Penalty: 4594.932129
	Iteration 69Q: 3 clusters Score -1429876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1429871.125000 Penalty: 4594.932129
	Iteration 70Q: 3 clusters Score -1429871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1429876.125000 Penalty: 4594.932129
	Iteration 71Q: 3 clusters Score -1429876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1429878.250000 Penalty: 4594.932129
	Iteration 72Q: 3 clusters Score -1429878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1429884.125000 Penalty: 4594.932129
	Iteration 73Q: 3 clusters Score -1429884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1429893.375000 Penalty: 4594.932129
	Iteration 74Q: 3 clusters Score -1429893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1429901.125000 Penalty: 4594.932129
	Iteration 75Q: 3 clusters Score -1429901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1429911.375000 Penalty: 4594.932129
	Iteration 76Q: 3 clusters Score -1429911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1429922.250000 Penalty: 4594.932129
	Iteration 77Q: 3 clusters Score -1429922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1429934.750000 Penalty: 4594.932129
	Iteration 78Q: 3 clusters Score -1429935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1429946.750000 Penalty: 4594.932129
	Iteration 79Q: 3 clusters Score -1429947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1429954.250000 Penalty: 4594.932129
	Iteration 80F: 3 clusters Score -1429954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1429964.625000 Penalty: 4594.932129
	Iteration 81Q: 3 clusters Score -1429965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1429971.500000 Penalty: 4594.932129
	Iteration 82Q: 3 clusters Score -1429972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1429984.125000 Penalty: 4594.932129
	Iteration 83Q: 3 clusters Score -1429984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1429994.375000 Penalty: 4594.932129
	Iteration 84Q: 3 clusters Score -1429994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1430005.250000 Penalty: 4594.932129
	Iteration 85Q: 3 clusters Score -1430005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1430019.250000 Penalty: 4594.932129
	Iteration 86Q: 3 clusters Score -1430019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1430030.875000 Penalty: 4594.932129
	Iteration 87Q: 3 clusters Score -1430031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1430034.250000 Penalty: 4594.932129
	Iteration 88Q: 3 clusters Score -1430034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1430043.375000 Penalty: 4594.932129
	Iteration 89Q: 3 clusters Score -1430043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1430054.250000 Penalty: 4594.932129
	Iteration 90Q: 3 clusters Score -1430054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1430058.625000 Penalty: 4594.932129
	Iteration 91Q: 3 clusters Score -1430059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1430064.000000 Penalty: 4594.932129
	Iteration 92Q: 3 clusters Score -1430064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1430069.875000 Penalty: 4594.932129
	Iteration 93Q: 3 clusters Score -1430070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1430075.000000 Penalty: 4594.932129
	Iteration 94Q: 3 clusters Score -1430075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1430078.250000 Penalty: 4594.932129
	Iteration 95Q: 3 clusters Score -1430078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1430082.875000 Penalty: 4594.932129
	Iteration 96Q: 3 clusters Score -1430083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1430084.250000 Penalty: 4594.932129
	Iteration 97Q: 3 clusters Score -1430084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1430089.750000 Penalty: 4594.932129
	Iteration 98Q: 3 clusters Score -1430090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1430093.875000 Penalty: 4594.932129
	Iteration 99Q: 3 clusters Score -1430094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1430093.000000 Penalty: 4594.932129
	Iteration 100F: 3 clusters Score -1430093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1430100.000000 Penalty: 4594.932129
	Iteration 101Q: 3 clusters Score -1430100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1430108.250000 Penalty: 4594.932129
	Iteration 102Q: 3 clusters Score -1430108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1430109.500000 Penalty: 4594.932129
	Iteration 103Q: 3 clusters Score -1430110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1430109.375000 Penalty: 4594.932129
	Iteration 104Q: 3 clusters Score -1430109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1430116.125000 Penalty: 4594.932129
	Iteration 105Q: 3 clusters Score -1430116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1430116.250000 Penalty: 4594.932129
	Iteration 106Q: 3 clusters Score -1430116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1430121.625000 Penalty: 4594.932129
	Iteration 107Q: 3 clusters Score -1430122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1430122.000000 Penalty: 4594.932129
	Iteration 108Q: 3 clusters Score -1430122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1430126.500000 Penalty: 4594.932129
	Iteration 109Q: 3 clusters Score -1430126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1430128.625000 Penalty: 4594.932129
	Iteration 110Q: 3 clusters Score -1430129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1430133.125000 Penalty: 4594.932129
	Iteration 111Q: 3 clusters Score -1430133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1430140.625000 Penalty: 4594.932129
	Iteration 112Q: 3 clusters Score -1430141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1430145.750000 Penalty: 4594.932129
	Iteration 113Q: 3 clusters Score -1430146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1430150.125000 Penalty: 4594.932129
	Iteration 114Q: 3 clusters Score -1430150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1430149.500000 Penalty: 4594.932129
	Iteration 115Q: 3 clusters Score -1430150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1430154.375000 Penalty: 4594.932129
	Iteration 116Q: 3 clusters Score -1430154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1430152.125000 Penalty: 4594.932129
	Iteration 117Q: 3 clusters Score -1430152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1430153.000000 Penalty: 4594.932129
	Iteration 118Q: 3 clusters Score -1430153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1430151.625000 Penalty: 4594.932129
	Iteration 119Q: 3 clusters Score -1430152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1430154.250000 Penalty: 4594.932129
	Iteration 120F: 3 clusters Score -1430154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1430153.750000 Penalty: 4594.932129
	Iteration 121Q: 3 clusters Score -1430154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1430155.250000 Penalty: 4594.932129
	Iteration 122Q: 3 clusters Score -1430155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1430156.125000 Penalty: 4594.932129
	Iteration 123Q: 3 clusters Score -1430156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1430158.125000 Penalty: 4594.932129
	Iteration 124Q: 3 clusters Score -1430158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1430159.625000 Penalty: 4594.932129
	Iteration 125Q: 3 clusters Score -1430160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1430159.625000 Penalty: 4594.932129
	Iteration 126F: 3 clusters Score -1430160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -663988.500000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -663988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -659695.750000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -659695.8 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -660774.000000 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -660774 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -661072.562500 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -661072.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -661308.562500 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -661308.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -661521.125000 Penalty: 4194.681152
	Iteration 4F: 3 clusters Score -661521.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -661692.562500 Penalty: 4194.681152
	Iteration 5F: 3 clusters Score -661692.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -661841.312500 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -661841.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -661986.625000 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -661986.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -662117.937500 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -662117.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -662249.125000 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -662249.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -662362.875000 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -662362.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -662457.500000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -662457.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -662535.687500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -662535.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -662590.687500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -662590.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -662626.500000 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -662626.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -662645.000000 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -662645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -662662.312500 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -662662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -662675.437500 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -662675.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -662687.687500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -662687.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -662692.750000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -662692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -662695.062500 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -662695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -662701.312500 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -662701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -662705.437500 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -662705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -662711.437500 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -662711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -662713.437500 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -662713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -662716.875000 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -662716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -662717.750000 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -662717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -662720.250000 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -662720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -662723.437500 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -662723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -662726.375000 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -662726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -662734.750000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -662734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -662738.687500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -662738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -662742.812500 Penalty: 4194.681152
	Iteration 32Q: 3 clusters Score -662742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -662751.000000 Penalty: 4194.681152
	Iteration 33Q: 3 clusters Score -662751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -662756.625000 Penalty: 4194.681152
	Iteration 34Q: 3 clusters Score -662756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -662760.500000 Penalty: 4194.681152
	Iteration 35Q: 3 clusters Score -662760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -662768.875000 Penalty: 4194.681152
	Iteration 36Q: 3 clusters Score -662768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -662778.375000 Penalty: 4194.681152
	Iteration 37Q: 3 clusters Score -662778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -662786.250000 Penalty: 4194.681152
	Iteration 38Q: 3 clusters Score -662786.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -662795.062500 Penalty: 4194.681152
	Iteration 39Q: 3 clusters Score -662795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -662799.312500 Penalty: 4194.681152
	Iteration 40F: 3 clusters Score -662799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -662800.437500 Penalty: 4194.681152
	Iteration 41Q: 3 clusters Score -662800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -662802.750000 Penalty: 4194.681152
	Iteration 42Q: 3 clusters Score -662802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -662806.000000 Penalty: 4194.681152
	Iteration 43Q: 3 clusters Score -662806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -662805.937500 Penalty: 4194.681152
	Iteration 44Q: 3 clusters Score -662805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -662805.937500 Penalty: 4194.681152
	Iteration 45F: 3 clusters Score -662805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Entering Unmasked Estep 
Score: -3487958.000000 Penalty: 2499.767334
	Iteration 0F: 2 clusters Score -3487958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3471406.500000 Penalty: 4999.534668
	Iteration 0F: 3 clusters Score -3471406 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3477025.250000 Penalty: 4999.534668
	Iteration 1F: 3 clusters Score -3477025 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3477606.000000 Penalty: 4999.534668
	Iteration 2F: 3 clusters Score -3477606 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3478277.500000 Penalty: 4999.534668
	Iteration 3F: 3 clusters Score -3478278 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3479158.250000 Penalty: 4999.534668
	Iteration 4F: 3 clusters Score -3479158 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3480189.250000 Penalty: 4999.534668
	Iteration 5F: 3 clusters Score -3480189 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3481418.250000 Penalty: 4999.534668
	Iteration 6F: 3 clusters Score -3481418 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3482653.500000 Penalty: 4999.534668
	Iteration 7F: 3 clusters Score -3482654 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3483693.500000 Penalty: 4999.534668
	Iteration 8F: 3 clusters Score -3483694 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3484449.000000 Penalty: 4999.534668
	Iteration 9Q: 3 clusters Score -3484449 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3484946.000000 Penalty: 4999.534668
	Iteration 10Q: 3 clusters Score -3484946 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3485259.250000 Penalty: 4999.534668
	Iteration 11Q: 3 clusters Score -3485259 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3485452.500000 Penalty: 4999.534668
	Iteration 12Q: 3 clusters Score -3485452 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3485602.000000 Penalty: 4999.534668
	Iteration 13Q: 3 clusters Score -3485602 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3485699.500000 Penalty: 4999.534668
	Iteration 14Q: 3 clusters Score -3485700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3485740.500000 Penalty: 4999.534668
	Iteration 15Q: 3 clusters Score -3485740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3485771.500000 Penalty: 4999.534668
	Iteration 16Q: 3 clusters Score -3485772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3485791.250000 Penalty: 4999.534668
	Iteration 17Q: 3 clusters Score -3485791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3485819.500000 Penalty: 4999.534668
	Iteration 18Q: 3 clusters Score -3485820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3485837.250000 Penalty: 4999.534668
	Iteration 19Q: 3 clusters Score -3485837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3485838.750000 Penalty: 4999.534668
	Iteration 20F: 3 clusters Score -3485839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3485854.000000 Penalty: 4999.534668
	Iteration 21Q: 3 clusters Score -3485854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3485850.250000 Penalty: 4999.534668
	Iteration 22Q: 3 clusters Score -3485850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3485858.500000 Penalty: 4999.534668
	Iteration 23Q: 3 clusters Score -3485858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3485858.500000 Penalty: 4999.534668
	Iteration 24Q: 3 clusters Score -3485858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3485866.250000 Penalty: 4999.534668
	Iteration 25Q: 3 clusters Score -3485866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3485863.000000 Penalty: 4999.534668
	Iteration 26Q: 3 clusters Score -3485863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3485868.250000 Penalty: 4999.534668
	Iteration 27Q: 3 clusters Score -3485868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3485875.250000 Penalty: 4999.534668
	Iteration 28Q: 3 clusters Score -3485875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3485878.500000 Penalty: 4999.534668
	Iteration 29Q: 3 clusters Score -3485878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3485873.000000 Penalty: 4999.534668
	Iteration 30Q: 3 clusters Score -3485873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3485871.000000 Penalty: 4999.534668
	Iteration 31Q: 3 clusters Score -3485871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3485875.250000 Penalty: 4999.534668
	Iteration 32Q: 3 clusters Score -3485875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3485878.500000 Penalty: 4999.534668
	Iteration 33Q: 3 clusters Score -3485878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3485882.000000 Penalty: 4999.534668
	Iteration 34Q: 3 clusters Score -3485882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3485882.500000 Penalty: 4999.534668
	Iteration 35Q: 3 clusters Score -3485882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3485879.500000 Penalty: 4999.534668
	Iteration 36Q: 3 clusters Score -3485880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3485883.750000 Penalty: 4999.534668
	Iteration 37Q: 3 clusters Score -3485884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3485899.500000 Penalty: 4999.534668
	Iteration 38Q: 3 clusters Score -3485900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3485900.750000 Penalty: 4999.534668
	Iteration 39Q: 3 clusters Score -3485901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3485905.250000 Penalty: 4999.534668
	Iteration 40F: 3 clusters Score -3485905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3485911.250000 Penalty: 4999.534668
	Iteration 41Q: 3 clusters Score -3485911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3485913.250000 Penalty: 4999.534668
	Iteration 42Q: 3 clusters Score -3485913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3485916.000000 Penalty: 4999.534668
	Iteration 43Q: 3 clusters Score -3485916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3485911.750000 Penalty: 4999.534668
	Iteration 44Q: 3 clusters Score -3485912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3485912.500000 Penalty: 4999.534668
	Iteration 45Q: 3 clusters Score -3485912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3485908.250000 Penalty: 4999.534668
	Iteration 46Q: 3 clusters Score -3485908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3485909.250000 Penalty: 4999.534668
	Iteration 47Q: 3 clusters Score -3485909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3485918.000000 Penalty: 4999.534668
	Iteration 48Q: 3 clusters Score -3485918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3485918.000000 Penalty: 4999.534668
	Iteration 49Q: 3 clusters Score -3485918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3485921.500000 Penalty: 4999.534668
	Iteration 50Q: 3 clusters Score -3485922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3485921.250000 Penalty: 4999.534668
	Iteration 51Q: 3 clusters Score -3485921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3485922.000000 Penalty: 4999.534668
	Iteration 52Q: 3 clusters Score -3485922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3485918.750000 Penalty: 4999.534668
	Iteration 53Q: 3 clusters Score -3485919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3485926.500000 Penalty: 4999.534668
	Iteration 54Q: 3 clusters Score -3485926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3485920.500000 Penalty: 4999.534668
	Iteration 55Q: 3 clusters Score -3485920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3485922.750000 Penalty: 4999.534668
	Iteration 56Q: 3 clusters Score -3485923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3485927.000000 Penalty: 4999.534668
	Iteration 57Q: 3 clusters Score -3485927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3485921.250000 Penalty: 4999.534668
	Iteration 58Q: 3 clusters Score -3485921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3485926.250000 Penalty: 4999.534668
	Iteration 59Q: 3 clusters Score -3485926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3485926.500000 Penalty: 4999.534668
	Iteration 60F: 3 clusters Score -3485926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3485933.250000 Penalty: 4999.534668
	Iteration 61Q: 3 clusters Score -3485933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3485935.500000 Penalty: 4999.534668
	Iteration 62Q: 3 clusters Score -3485936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3485931.500000 Penalty: 4999.534668
	Iteration 63Q: 3 clusters Score -3485932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3485931.250000 Penalty: 4999.534668
	Iteration 64Q: 3 clusters Score -3485931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3485940.250000 Penalty: 4999.534668
	Iteration 65Q: 3 clusters Score -3485940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3485934.250000 Penalty: 4999.534668
	Iteration 66Q: 3 clusters Score -3485934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3485936.250000 Penalty: 4999.534668
	Iteration 67Q: 3 clusters Score -3485936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3485936.750000 Penalty: 4999.534668
	Iteration 68Q: 3 clusters Score -3485937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3485940.750000 Penalty: 4999.534668
	Iteration 69Q: 3 clusters Score -3485941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3485942.500000 Penalty: 4999.534668
	Iteration 70Q: 3 clusters Score -3485942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3485941.250000 Penalty: 4999.534668
	Iteration 71Q: 3 clusters Score -3485941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3485944.500000 Penalty: 4999.534668
	Iteration 72Q: 3 clusters Score -3485944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3485945.000000 Penalty: 4999.534668
	Iteration 73Q: 3 clusters Score -3485945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3485943.000000 Penalty: 4999.534668
	Iteration 74Q: 3 clusters Score -3485943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3485943.000000 Penalty: 4999.534668
	Iteration 75F: 3 clusters Score -3485943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40581.378906 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40581.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40719.468750 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40719.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40770.058594 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40770.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40785.292969 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40785.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40797.480469 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40797.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40803.000000 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40807.625000 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -40807.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40807.625000 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -40807.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (142552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Entering Unmasked Estep 
Score: -20898274.000000 Penalty: 2943.130615
	Iteration 0F: 2 clusters Score -2.089827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -20807410.000000 Penalty: 5886.261230
	Iteration 0F: 3 clusters Score -2.080741e+07 nChanged 68035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -20846600.000000 Penalty: 5886.261230
	Iteration 1F: 3 clusters Score -2.08466e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -20847394.000000 Penalty: 5886.261230
	Iteration 2Q: 3 clusters Score -2.084739e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -20848350.000000 Penalty: 5886.261230
	Iteration 3Q: 3 clusters Score -2.084835e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -20849812.000000 Penalty: 5886.261230
	Iteration 4Q: 3 clusters Score -2.084981e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -20852386.000000 Penalty: 5886.261230
	Iteration 5Q: 3 clusters Score -2.085239e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -20857450.000000 Penalty: 5886.261230
	Iteration 6F: 3 clusters Score -2.085745e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -20865772.000000 Penalty: 5886.261230
	Iteration 7F: 3 clusters Score -2.086577e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -20875590.000000 Penalty: 5886.261230
	Iteration 8F: 3 clusters Score -2.087559e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -20884066.000000 Penalty: 5886.261230
	Iteration 9F: 3 clusters Score -2.088407e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -20889640.000000 Penalty: 5886.261230
	Iteration 10Q: 3 clusters Score -2.088964e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -20892680.000000 Penalty: 5886.261230
	Iteration 11Q: 3 clusters Score -2.089268e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -20894158.000000 Penalty: 5886.261230
	Iteration 12Q: 3 clusters Score -2.089416e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -20894798.000000 Penalty: 5886.261230
	Iteration 13Q: 3 clusters Score -2.08948e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -20895212.000000 Penalty: 5886.261230
	Iteration 14Q: 3 clusters Score -2.089521e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -20895394.000000 Penalty: 5886.261230
	Iteration 15Q: 3 clusters Score -2.089539e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 141769 members 
Entering Unmasked Estep 
Score: -20895524.000000 Penalty: 5886.261230
	Iteration 16Q: 3 clusters Score -2.089552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -20895610.000000 Penalty: 5886.261230
	Iteration 17Q: 3 clusters Score -2.089561e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -20895662.000000 Penalty: 5886.261230
	Iteration 18Q: 3 clusters Score -2.089566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -20895676.000000 Penalty: 5886.261230
	Iteration 19Q: 3 clusters Score -2.089568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -20895678.000000 Penalty: 5886.261230
	Iteration 20F: 3 clusters Score -2.089568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -20895702.000000 Penalty: 5886.261230
	Iteration 21Q: 3 clusters Score -2.08957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 141911 members 
Entering Unmasked Estep 
Score: -20895732.000000 Penalty: 5886.261230
	Iteration 22Q: 3 clusters Score -2.089573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -20895726.000000 Penalty: 5886.261230
	Iteration 23Q: 3 clusters Score -2.089573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -20895746.000000 Penalty: 5886.261230
	Iteration 24Q: 3 clusters Score -2.089575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -20895744.000000 Penalty: 5886.261230
	Iteration 25Q: 3 clusters Score -2.089574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 141923 members 
Entering Unmasked Estep 
Score: -20895744.000000 Penalty: 5886.261230
	Iteration 26Q: 3 clusters Score -2.089574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -20895744.000000 Penalty: 5886.261230
	Iteration 27Q: 3 clusters Score -2.089574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -20895740.000000 Penalty: 5886.261230
	Iteration 28Q: 3 clusters Score -2.089574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -20895736.000000 Penalty: 5886.261230
	Iteration 29Q: 3 clusters Score -2.089574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -20895728.000000 Penalty: 5886.261230
	Iteration 30Q: 3 clusters Score -2.089573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -20895736.000000 Penalty: 5886.261230
	Iteration 31Q: 3 clusters Score -2.089574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -20895736.000000 Penalty: 5886.261230
	Iteration 32F: 3 clusters Score -2.089574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Entering Unmasked Estep 
Score: -4886651.500000 Penalty: 2580.444824
	Iteration 0F: 2 clusters Score -4886652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4864158.000000 Penalty: 5160.889648
	Iteration 0F: 3 clusters Score -4864158 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4872095.500000 Penalty: 5160.889648
	Iteration 1F: 3 clusters Score -4872096 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4872472.500000 Penalty: 5160.889648
	Iteration 2Q: 3 clusters Score -4872472 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4872788.000000 Penalty: 5160.889648
	Iteration 3Q: 3 clusters Score -4872788 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -4873058.000000 Penalty: 5160.889648
	Iteration 4Q: 3 clusters Score -4873058 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4873252.500000 Penalty: 5160.889648
	Iteration 5Q: 3 clusters Score -4873252 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4873468.500000 Penalty: 5160.889648
	Iteration 6Q: 3 clusters Score -4873468 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4873675.500000 Penalty: 5160.889648
	Iteration 7Q: 3 clusters Score -4873676 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4873905.500000 Penalty: 5160.889648
	Iteration 8Q: 3 clusters Score -4873906 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4874290.000000 Penalty: 5160.889648
	Iteration 9Q: 3 clusters Score -4874290 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4874836.000000 Penalty: 5160.889648
	Iteration 10Q: 3 clusters Score -4874836 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4875660.500000 Penalty: 5160.889648
	Iteration 11Q: 3 clusters Score -4875660 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4876843.500000 Penalty: 5160.889648
	Iteration 12F: 3 clusters Score -4876844 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4878396.500000 Penalty: 5160.889648
	Iteration 13F: 3 clusters Score -4878396 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4879960.500000 Penalty: 5160.889648
	Iteration 14F: 3 clusters Score -4879960 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4881133.500000 Penalty: 5160.889648
	Iteration 15Q: 3 clusters Score -4881134 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4881756.000000 Penalty: 5160.889648
	Iteration 16Q: 3 clusters Score -4881756 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4882099.000000 Penalty: 5160.889648
	Iteration 17Q: 3 clusters Score -4882099 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4882315.500000 Penalty: 5160.889648
	Iteration 18Q: 3 clusters Score -4882316 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4882519.000000 Penalty: 5160.889648
	Iteration 19Q: 3 clusters Score -4882519 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4882661.500000 Penalty: 5160.889648
	Iteration 20F: 3 clusters Score -4882662 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4882817.000000 Penalty: 5160.889648
	Iteration 21Q: 3 clusters Score -4882817 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4882928.500000 Penalty: 5160.889648
	Iteration 22Q: 3 clusters Score -4882928 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -4883021.000000 Penalty: 5160.889648
	Iteration 23Q: 3 clusters Score -4883021 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4883105.500000 Penalty: 5160.889648
	Iteration 24Q: 3 clusters Score -4883106 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4883156.000000 Penalty: 5160.889648
	Iteration 25Q: 3 clusters Score -4883156 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4883203.000000 Penalty: 5160.889648
	Iteration 26Q: 3 clusters Score -4883203 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4883255.500000 Penalty: 5160.889648
	Iteration 27Q: 3 clusters Score -4883256 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4883309.000000 Penalty: 5160.889648
	Iteration 28Q: 3 clusters Score -4883309 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4883372.000000 Penalty: 5160.889648
	Iteration 29Q: 3 clusters Score -4883372 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4883430.500000 Penalty: 5160.889648
	Iteration 30Q: 3 clusters Score -4883430 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4883515.000000 Penalty: 5160.889648
	Iteration 31Q: 3 clusters Score -4883515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4883570.500000 Penalty: 5160.889648
	Iteration 32Q: 3 clusters Score -4883570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4883630.500000 Penalty: 5160.889648
	Iteration 33Q: 3 clusters Score -4883630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4883692.000000 Penalty: 5160.889648
	Iteration 34Q: 3 clusters Score -4883692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4883719.500000 Penalty: 5160.889648
	Iteration 35Q: 3 clusters Score -4883720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4883770.500000 Penalty: 5160.889648
	Iteration 36Q: 3 clusters Score -4883770 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4883807.500000 Penalty: 5160.889648
	Iteration 37Q: 3 clusters Score -4883808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4883837.500000 Penalty: 5160.889648
	Iteration 38Q: 3 clusters Score -4883838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4883876.000000 Penalty: 5160.889648
	Iteration 39Q: 3 clusters Score -4883876 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4883920.000000 Penalty: 5160.889648
	Iteration 40F: 3 clusters Score -4883920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4883948.500000 Penalty: 5160.889648
	Iteration 41Q: 3 clusters Score -4883948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4883949.000000 Penalty: 5160.889648
	Iteration 42Q: 3 clusters Score -4883949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4883967.500000 Penalty: 5160.889648
	Iteration 43Q: 3 clusters Score -4883968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4883988.000000 Penalty: 5160.889648
	Iteration 44Q: 3 clusters Score -4883988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4884013.500000 Penalty: 5160.889648
	Iteration 45Q: 3 clusters Score -4884014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4884035.000000 Penalty: 5160.889648
	Iteration 46Q: 3 clusters Score -4884035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4884039.500000 Penalty: 5160.889648
	Iteration 47Q: 3 clusters Score -4884040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4884065.000000 Penalty: 5160.889648
	Iteration 48Q: 3 clusters Score -4884065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4884077.000000 Penalty: 5160.889648
	Iteration 49Q: 3 clusters Score -4884077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4884100.000000 Penalty: 5160.889648
	Iteration 50Q: 3 clusters Score -4884100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4884120.500000 Penalty: 5160.889648
	Iteration 51Q: 3 clusters Score -4884120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4884135.000000 Penalty: 5160.889648
	Iteration 52Q: 3 clusters Score -4884135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4884151.000000 Penalty: 5160.889648
	Iteration 53Q: 3 clusters Score -4884151 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4884178.500000 Penalty: 5160.889648
	Iteration 54Q: 3 clusters Score -4884178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4884208.000000 Penalty: 5160.889648
	Iteration 55Q: 3 clusters Score -4884208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4884229.000000 Penalty: 5160.889648
	Iteration 56Q: 3 clusters Score -4884229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4884241.000000 Penalty: 5160.889648
	Iteration 57Q: 3 clusters Score -4884241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4884243.500000 Penalty: 5160.889648
	Iteration 58Q: 3 clusters Score -4884244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4884264.500000 Penalty: 5160.889648
	Iteration 59Q: 3 clusters Score -4884264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4884265.000000 Penalty: 5160.889648
	Iteration 60F: 3 clusters Score -4884265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4884266.500000 Penalty: 5160.889648
	Iteration 61Q: 3 clusters Score -4884266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4884275.500000 Penalty: 5160.889648
	Iteration 62Q: 3 clusters Score -4884276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4884291.500000 Penalty: 5160.889648
	Iteration 63Q: 3 clusters Score -4884292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4884296.500000 Penalty: 5160.889648
	Iteration 64Q: 3 clusters Score -4884296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4884302.500000 Penalty: 5160.889648
	Iteration 65Q: 3 clusters Score -4884302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4884313.500000 Penalty: 5160.889648
	Iteration 66Q: 3 clusters Score -4884314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4884316.000000 Penalty: 5160.889648
	Iteration 67Q: 3 clusters Score -4884316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4884311.000000 Penalty: 5160.889648
	Iteration 68Q: 3 clusters Score -4884311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4884305.500000 Penalty: 5160.889648
	Iteration 69Q: 3 clusters Score -4884306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4884309.000000 Penalty: 5160.889648
	Iteration 70Q: 3 clusters Score -4884309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4884313.500000 Penalty: 5160.889648
	Iteration 71Q: 3 clusters Score -4884314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4884314.500000 Penalty: 5160.889648
	Iteration 72Q: 3 clusters Score -4884314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4884313.000000 Penalty: 5160.889648
	Iteration 73Q: 3 clusters Score -4884313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4884311.000000 Penalty: 5160.889648
	Iteration 74Q: 3 clusters Score -4884311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4884313.500000 Penalty: 5160.889648
	Iteration 75Q: 3 clusters Score -4884314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4884316.500000 Penalty: 5160.889648
	Iteration 76Q: 3 clusters Score -4884316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4884317.000000 Penalty: 5160.889648
	Iteration 77Q: 3 clusters Score -4884317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4884320.000000 Penalty: 5160.889648
	Iteration 78Q: 3 clusters Score -4884320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4884328.000000 Penalty: 5160.889648
	Iteration 79Q: 3 clusters Score -4884328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4884317.000000 Penalty: 5160.889648
	Iteration 80F: 3 clusters Score -4884317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4884326.500000 Penalty: 5160.889648
	Iteration 81Q: 3 clusters Score -4884326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4884325.500000 Penalty: 5160.889648
	Iteration 82Q: 3 clusters Score -4884326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4884327.000000 Penalty: 5160.889648
	Iteration 83Q: 3 clusters Score -4884327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4884324.000000 Penalty: 5160.889648
	Iteration 84Q: 3 clusters Score -4884324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4884329.000000 Penalty: 5160.889648
	Iteration 85Q: 3 clusters Score -4884329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4884327.500000 Penalty: 5160.889648
	Iteration 86Q: 3 clusters Score -4884328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4884326.000000 Penalty: 5160.889648
	Iteration 87Q: 3 clusters Score -4884326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4884331.000000 Penalty: 5160.889648
	Iteration 88Q: 3 clusters Score -4884331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4884334.000000 Penalty: 5160.889648
	Iteration 89Q: 3 clusters Score -4884334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4884335.500000 Penalty: 5160.889648
	Iteration 90Q: 3 clusters Score -4884336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4884346.000000 Penalty: 5160.889648
	Iteration 91Q: 3 clusters Score -4884346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4884346.000000 Penalty: 5160.889648
	Iteration 92Q: 3 clusters Score -4884346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4884348.000000 Penalty: 5160.889648
	Iteration 93Q: 3 clusters Score -4884348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4884340.500000 Penalty: 5160.889648
	Iteration 94Q: 3 clusters Score -4884340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4884345.500000 Penalty: 5160.889648
	Iteration 95Q: 3 clusters Score -4884346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4884352.500000 Penalty: 5160.889648
	Iteration 96Q: 3 clusters Score -4884352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4884359.500000 Penalty: 5160.889648
	Iteration 97Q: 3 clusters Score -4884360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4884358.000000 Penalty: 5160.889648
	Iteration 98Q: 3 clusters Score -4884358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4884362.500000 Penalty: 5160.889648
	Iteration 99Q: 3 clusters Score -4884362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4884360.000000 Penalty: 5160.889648
	Iteration 100F: 3 clusters Score -4884360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4884360.500000 Penalty: 5160.889648
	Iteration 101Q: 3 clusters Score -4884360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4884363.000000 Penalty: 5160.889648
	Iteration 102Q: 3 clusters Score -4884363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4884367.500000 Penalty: 5160.889648
	Iteration 103Q: 3 clusters Score -4884368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4884368.000000 Penalty: 5160.889648
	Iteration 104Q: 3 clusters Score -4884368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4884372.000000 Penalty: 5160.889648
	Iteration 105Q: 3 clusters Score -4884372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4884372.000000 Penalty: 5160.889648
	Iteration 106Q: 3 clusters Score -4884372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4884374.000000 Penalty: 5160.889648
	Iteration 107Q: 3 clusters Score -4884374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4884369.500000 Penalty: 5160.889648
	Iteration 108Q: 3 clusters Score -4884370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4884371.500000 Penalty: 5160.889648
	Iteration 109Q: 3 clusters Score -4884372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4884379.000000 Penalty: 5160.889648
	Iteration 110Q: 3 clusters Score -4884379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4884377.000000 Penalty: 5160.889648
	Iteration 111Q: 3 clusters Score -4884377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4884382.000000 Penalty: 5160.889648
	Iteration 112Q: 3 clusters Score -4884382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4884381.500000 Penalty: 5160.889648
	Iteration 113Q: 3 clusters Score -4884382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4884380.000000 Penalty: 5160.889648
	Iteration 114Q: 3 clusters Score -4884380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4884368.500000 Penalty: 5160.889648
	Iteration 115Q: 3 clusters Score -4884368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4884378.500000 Penalty: 5160.889648
	Iteration 116Q: 3 clusters Score -4884378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4884383.500000 Penalty: 5160.889648
	Iteration 117Q: 3 clusters Score -4884384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4884383.500000 Penalty: 5160.889648
	Iteration 118Q: 3 clusters Score -4884384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4884387.000000 Penalty: 5160.889648
	Iteration 119Q: 3 clusters Score -4884387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4884385.000000 Penalty: 5160.889648
	Iteration 120F: 3 clusters Score -4884385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4884390.000000 Penalty: 5160.889648
	Iteration 121Q: 3 clusters Score -4884390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4884387.500000 Penalty: 5160.889648
	Iteration 122Q: 3 clusters Score -4884388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4884384.500000 Penalty: 5160.889648
	Iteration 123Q: 3 clusters Score -4884384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4884394.000000 Penalty: 5160.889648
	Iteration 124Q: 3 clusters Score -4884394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4884394.500000 Penalty: 5160.889648
	Iteration 125Q: 3 clusters Score -4884394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4884391.500000 Penalty: 5160.889648
	Iteration 126Q: 3 clusters Score -4884392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4884391.000000 Penalty: 5160.889648
	Iteration 127Q: 3 clusters Score -4884391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4884389.500000 Penalty: 5160.889648
	Iteration 128Q: 3 clusters Score -4884390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4884391.000000 Penalty: 5160.889648
	Iteration 129Q: 3 clusters Score -4884391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4884402.000000 Penalty: 5160.889648
	Iteration 130Q: 3 clusters Score -4884402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4884402.000000 Penalty: 5160.889648
	Iteration 131F: 3 clusters Score -4884402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Entering Unmasked Estep 
Score: -1486598.375000 Penalty: 2295.838867
	Iteration 0F: 2 clusters Score -1486598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1478499.750000 Penalty: 4591.677734
	Iteration 0F: 3 clusters Score -1478500 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1481026.375000 Penalty: 4591.677734
	Iteration 1F: 3 clusters Score -1481026 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1481464.500000 Penalty: 4591.677734
	Iteration 2F: 3 clusters Score -1481464 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1481833.500000 Penalty: 4591.677734
	Iteration 3F: 3 clusters Score -1481834 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1482180.250000 Penalty: 4591.677734
	Iteration 4F: 3 clusters Score -1482180 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1482511.500000 Penalty: 4591.677734
	Iteration 5F: 3 clusters Score -1482512 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1482825.250000 Penalty: 4591.677734
	Iteration 6F: 3 clusters Score -1482825 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1483097.125000 Penalty: 4591.677734
	Iteration 7Q: 3 clusters Score -1483097 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1483337.125000 Penalty: 4591.677734
	Iteration 8Q: 3 clusters Score -1483337 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1483533.750000 Penalty: 4591.677734
	Iteration 9Q: 3 clusters Score -1483534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1483661.625000 Penalty: 4591.677734
	Iteration 10Q: 3 clusters Score -1483662 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1483736.375000 Penalty: 4591.677734
	Iteration 11Q: 3 clusters Score -1483736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1483799.750000 Penalty: 4591.677734
	Iteration 12Q: 3 clusters Score -1483800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1483851.500000 Penalty: 4591.677734
	Iteration 13Q: 3 clusters Score -1483852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1483884.250000 Penalty: 4591.677734
	Iteration 14Q: 3 clusters Score -1483884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1483911.375000 Penalty: 4591.677734
	Iteration 15Q: 3 clusters Score -1483911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1483934.500000 Penalty: 4591.677734
	Iteration 16Q: 3 clusters Score -1483934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1483958.750000 Penalty: 4591.677734
	Iteration 17Q: 3 clusters Score -1483959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1483991.500000 Penalty: 4591.677734
	Iteration 18Q: 3 clusters Score -1483992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1484029.750000 Penalty: 4591.677734
	Iteration 19Q: 3 clusters Score -1484030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1484057.125000 Penalty: 4591.677734
	Iteration 20F: 3 clusters Score -1484057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1484078.375000 Penalty: 4591.677734
	Iteration 21Q: 3 clusters Score -1484078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1484100.125000 Penalty: 4591.677734
	Iteration 22Q: 3 clusters Score -1484100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1484130.250000 Penalty: 4591.677734
	Iteration 23Q: 3 clusters Score -1484130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1484152.750000 Penalty: 4591.677734
	Iteration 24Q: 3 clusters Score -1484153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1484182.500000 Penalty: 4591.677734
	Iteration 25Q: 3 clusters Score -1484182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1484208.125000 Penalty: 4591.677734
	Iteration 26Q: 3 clusters Score -1484208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1484231.750000 Penalty: 4591.677734
	Iteration 27Q: 3 clusters Score -1484232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1484257.375000 Penalty: 4591.677734
	Iteration 28Q: 3 clusters Score -1484257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1484288.250000 Penalty: 4591.677734
	Iteration 29Q: 3 clusters Score -1484288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1484306.625000 Penalty: 4591.677734
	Iteration 30Q: 3 clusters Score -1484307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1484330.000000 Penalty: 4591.677734
	Iteration 31Q: 3 clusters Score -1484330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1484344.375000 Penalty: 4591.677734
	Iteration 32Q: 3 clusters Score -1484344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1484354.875000 Penalty: 4591.677734
	Iteration 33Q: 3 clusters Score -1484355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1484366.000000 Penalty: 4591.677734
	Iteration 34Q: 3 clusters Score -1484366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1484383.375000 Penalty: 4591.677734
	Iteration 35Q: 3 clusters Score -1484383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1484397.875000 Penalty: 4591.677734
	Iteration 36Q: 3 clusters Score -1484398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1484413.375000 Penalty: 4591.677734
	Iteration 37Q: 3 clusters Score -1484413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1484427.375000 Penalty: 4591.677734
	Iteration 38Q: 3 clusters Score -1484427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1484448.875000 Penalty: 4591.677734
	Iteration 39Q: 3 clusters Score -1484449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1484461.250000 Penalty: 4591.677734
	Iteration 40F: 3 clusters Score -1484461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1484480.500000 Penalty: 4591.677734
	Iteration 41Q: 3 clusters Score -1484480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1484506.125000 Penalty: 4591.677734
	Iteration 42Q: 3 clusters Score -1484506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1484527.500000 Penalty: 4591.677734
	Iteration 43Q: 3 clusters Score -1484528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1484548.500000 Penalty: 4591.677734
	Iteration 44Q: 3 clusters Score -1484548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1484562.875000 Penalty: 4591.677734
	Iteration 45Q: 3 clusters Score -1484563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1484576.500000 Penalty: 4591.677734
	Iteration 46Q: 3 clusters Score -1484576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1484589.875000 Penalty: 4591.677734
	Iteration 47Q: 3 clusters Score -1484590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1484595.125000 Penalty: 4591.677734
	Iteration 48Q: 3 clusters Score -1484595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1484605.000000 Penalty: 4591.677734
	Iteration 49Q: 3 clusters Score -1484605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1484617.750000 Penalty: 4591.677734
	Iteration 50Q: 3 clusters Score -1484618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1484628.875000 Penalty: 4591.677734
	Iteration 51Q: 3 clusters Score -1484629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1484643.875000 Penalty: 4591.677734
	Iteration 52Q: 3 clusters Score -1484644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1484651.625000 Penalty: 4591.677734
	Iteration 53Q: 3 clusters Score -1484652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1484656.750000 Penalty: 4591.677734
	Iteration 54Q: 3 clusters Score -1484657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1484663.750000 Penalty: 4591.677734
	Iteration 55Q: 3 clusters Score -1484664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1484667.750000 Penalty: 4591.677734
	Iteration 56Q: 3 clusters Score -1484668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1484674.000000 Penalty: 4591.677734
	Iteration 57Q: 3 clusters Score -1484674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1484677.250000 Penalty: 4591.677734
	Iteration 58Q: 3 clusters Score -1484677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1484679.750000 Penalty: 4591.677734
	Iteration 59Q: 3 clusters Score -1484680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1484684.375000 Penalty: 4591.677734
	Iteration 60F: 3 clusters Score -1484684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1484684.375000 Penalty: 4591.677734
	Iteration 61Q: 3 clusters Score -1484684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1484684.375000 Penalty: 4591.677734
	Iteration 62F: 3 clusters Score -1484684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -326468.812500 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -326468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -323571.312500 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -323571.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324312.187500 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -324312.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324549.562500 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -324549.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -324666.562500 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -324666.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324747.125000 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -324747.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -324807.562500 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -324807.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324841.406250 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -324841.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324872.093750 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -324872.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324889.062500 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -324889.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -324900.218750 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -324900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324910.406250 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -324910.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324921.093750 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -324921.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -324933.156250 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -324933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324943.625000 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -324943.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -324955.906250 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -324955.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -324962.937500 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -324962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324973.375000 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -324973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324982.500000 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -324982.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -324994.812500 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -324994.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -325012.937500 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -325012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -325029.156250 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -325029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325037.718750 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -325037.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -325050.312500 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -325050.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -325062.156250 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -325062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -325071.000000 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -325071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -325080.468750 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -325080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -325086.187500 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -325086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -325090.656250 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -325090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -325095.718750 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -325095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325101.343750 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -325101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -325111.062500 Penalty: 3886.839355
	Iteration 30Q: 3 clusters Score -325111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -325119.968750 Penalty: 3886.839355
	Iteration 31Q: 3 clusters Score -325120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -325127.437500 Penalty: 3886.839355
	Iteration 32Q: 3 clusters Score -325127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -325137.312500 Penalty: 3886.839355
	Iteration 33Q: 3 clusters Score -325137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -325142.281250 Penalty: 3886.839355
	Iteration 34Q: 3 clusters Score -325142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -325149.968750 Penalty: 3886.839355
	Iteration 35Q: 3 clusters Score -325150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325156.093750 Penalty: 3886.839355
	Iteration 36Q: 3 clusters Score -325156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -325159.437500 Penalty: 3886.839355
	Iteration 37Q: 3 clusters Score -325159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -325161.843750 Penalty: 3886.839355
	Iteration 38Q: 3 clusters Score -325161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -325163.781250 Penalty: 3886.839355
	Iteration 39Q: 3 clusters Score -325163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -325167.000000 Penalty: 3886.839355
	Iteration 40F: 3 clusters Score -325167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -325167.718750 Penalty: 3886.839355
	Iteration 41Q: 3 clusters Score -325167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -325168.312500 Penalty: 3886.839355
	Iteration 42Q: 3 clusters Score -325168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -325168.312500 Penalty: 3886.839355
	Iteration 43F: 3 clusters Score -325168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 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 403 members 
Entering Unmasked Estep 
Score: -100233.375000 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100233.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100814.578125 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -100814.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101300.859375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101300.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101922.875000 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -101922.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102183.359375 Penalty: 3330.830322
	Iteration 4F: 3 clusters Score -102183.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102373.687500 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -102373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102528.125000 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -102528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102559.953125 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -102560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102580.140625 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -102580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102580.140625 Penalty: 3330.830322
	Iteration 9F: 3 clusters Score -102580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156185 members 
Mstep: Class 5 contains 42162 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28830 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23854 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142552 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41021 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 558 members 
Entering Unmasked Estep 
Score: -128956760.000000 Penalty: 115654.703125
Splitting cluster 30 changes total score from -128957752.000000 to -128956760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60729.703125 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60729.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61024.054688 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -61024.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61223.242188 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -61223.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61507.035156 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -61507.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61577.535156 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -61577.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61648.761719 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61648.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61723.214844 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -61723.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61767.355469 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -61767.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61781.679688 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -61781.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61783.289062 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -61783.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61785.105469 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -61785.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61785.105469 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -61785.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Entering Unmasked Estep 
Score: -6069279.000000 Penalty: 2634.216309
	Iteration 0F: 2 clusters Score -6069279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -6041487.500000 Penalty: 5268.432617
	Iteration 0F: 3 clusters Score -6041488 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6051825.500000 Penalty: 5268.432617
	Iteration 1F: 3 clusters Score -6051826 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -6052470.500000 Penalty: 5268.432617
	Iteration 2Q: 3 clusters Score -6052470 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6053181.000000 Penalty: 5268.432617
	Iteration 3Q: 3 clusters Score -6053181 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6053928.000000 Penalty: 5268.432617
	Iteration 4Q: 3 clusters Score -6053928 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -6054720.000000 Penalty: 5268.432617
	Iteration 5Q: 3 clusters Score -6054720 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -6055557.000000 Penalty: 5268.432617
	Iteration 6Q: 3 clusters Score -6055557 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -6056448.000000 Penalty: 5268.432617
	Iteration 7Q: 3 clusters Score -6056448 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -6057472.500000 Penalty: 5268.432617
	Iteration 8Q: 3 clusters Score -6057472 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -6058749.500000 Penalty: 5268.432617
	Iteration 9F: 3 clusters Score -6058750 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -6060200.500000 Penalty: 5268.432617
	Iteration 10F: 3 clusters Score -6060200 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -6061626.000000 Penalty: 5268.432617
	Iteration 11Q: 3 clusters Score -6061626 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6062592.000000 Penalty: 5268.432617
	Iteration 12Q: 3 clusters Score -6062592 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6063109.500000 Penalty: 5268.432617
	Iteration 13Q: 3 clusters Score -6063110 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6063376.000000 Penalty: 5268.432617
	Iteration 14Q: 3 clusters Score -6063376 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -6063506.500000 Penalty: 5268.432617
	Iteration 15Q: 3 clusters Score -6063506 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -6063669.000000 Penalty: 5268.432617
	Iteration 16Q: 3 clusters Score -6063669 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -6063811.000000 Penalty: 5268.432617
	Iteration 17Q: 3 clusters Score -6063811 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -6063988.000000 Penalty: 5268.432617
	Iteration 18Q: 3 clusters Score -6063988 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -6064130.500000 Penalty: 5268.432617
	Iteration 19Q: 3 clusters Score -6064130 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -6064247.500000 Penalty: 5268.432617
	Iteration 20F: 3 clusters Score -6064248 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6064344.000000 Penalty: 5268.432617
	Iteration 21Q: 3 clusters Score -6064344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -6064403.500000 Penalty: 5268.432617
	Iteration 22Q: 3 clusters Score -6064404 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6064490.000000 Penalty: 5268.432617
	Iteration 23Q: 3 clusters Score -6064490 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6064554.000000 Penalty: 5268.432617
	Iteration 24Q: 3 clusters Score -6064554 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -6064616.500000 Penalty: 5268.432617
	Iteration 25Q: 3 clusters Score -6064616 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -6064665.000000 Penalty: 5268.432617
	Iteration 26Q: 3 clusters Score -6064665 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -6064735.500000 Penalty: 5268.432617
	Iteration 27Q: 3 clusters Score -6064736 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6064814.500000 Penalty: 5268.432617
	Iteration 28Q: 3 clusters Score -6064814 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -6064918.500000 Penalty: 5268.432617
	Iteration 29Q: 3 clusters Score -6064918 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -6065019.000000 Penalty: 5268.432617
	Iteration 30Q: 3 clusters Score -6065019 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -6065082.500000 Penalty: 5268.432617
	Iteration 31Q: 3 clusters Score -6065082 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -6065161.500000 Penalty: 5268.432617
	Iteration 32Q: 3 clusters Score -6065162 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -6065217.500000 Penalty: 5268.432617
	Iteration 33Q: 3 clusters Score -6065218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -6065301.000000 Penalty: 5268.432617
	Iteration 34Q: 3 clusters Score -6065301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -6065366.500000 Penalty: 5268.432617
	Iteration 35Q: 3 clusters Score -6065366 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6065423.500000 Penalty: 5268.432617
	Iteration 36Q: 3 clusters Score -6065424 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -6065465.000000 Penalty: 5268.432617
	Iteration 37Q: 3 clusters Score -6065465 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -6065546.000000 Penalty: 5268.432617
	Iteration 38Q: 3 clusters Score -6065546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -6065570.500000 Penalty: 5268.432617
	Iteration 39Q: 3 clusters Score -6065570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -6065614.000000 Penalty: 5268.432617
	Iteration 40F: 3 clusters Score -6065614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -6065651.500000 Penalty: 5268.432617
	Iteration 41Q: 3 clusters Score -6065652 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -6065704.000000 Penalty: 5268.432617
	Iteration 42Q: 3 clusters Score -6065704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6065740.000000 Penalty: 5268.432617
	Iteration 43Q: 3 clusters Score -6065740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6065779.000000 Penalty: 5268.432617
	Iteration 44Q: 3 clusters Score -6065779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -6065818.500000 Penalty: 5268.432617
	Iteration 45Q: 3 clusters Score -6065818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -6065879.500000 Penalty: 5268.432617
	Iteration 46Q: 3 clusters Score -6065880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -6065889.000000 Penalty: 5268.432617
	Iteration 47Q: 3 clusters Score -6065889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6065934.500000 Penalty: 5268.432617
	Iteration 48Q: 3 clusters Score -6065934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6065974.500000 Penalty: 5268.432617
	Iteration 49Q: 3 clusters Score -6065974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -6066002.000000 Penalty: 5268.432617
	Iteration 50Q: 3 clusters Score -6066002 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -6066036.000000 Penalty: 5268.432617
	Iteration 51Q: 3 clusters Score -6066036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -6066061.000000 Penalty: 5268.432617
	Iteration 52Q: 3 clusters Score -6066061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -6066090.500000 Penalty: 5268.432617
	Iteration 53Q: 3 clusters Score -6066090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6066133.000000 Penalty: 5268.432617
	Iteration 54Q: 3 clusters Score -6066133 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6066149.000000 Penalty: 5268.432617
	Iteration 55Q: 3 clusters Score -6066149 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -6066191.000000 Penalty: 5268.432617
	Iteration 56Q: 3 clusters Score -6066191 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6066246.500000 Penalty: 5268.432617
	Iteration 57Q: 3 clusters Score -6066246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6066271.500000 Penalty: 5268.432617
	Iteration 58Q: 3 clusters Score -6066272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6066297.000000 Penalty: 5268.432617
	Iteration 59Q: 3 clusters Score -6066297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -6066341.000000 Penalty: 5268.432617
	Iteration 60F: 3 clusters Score -6066341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6066365.000000 Penalty: 5268.432617
	Iteration 61Q: 3 clusters Score -6066365 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6066396.500000 Penalty: 5268.432617
	Iteration 62Q: 3 clusters Score -6066396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6066395.000000 Penalty: 5268.432617
	Iteration 63Q: 3 clusters Score -6066395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6066409.000000 Penalty: 5268.432617
	Iteration 64Q: 3 clusters Score -6066409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6066429.000000 Penalty: 5268.432617
	Iteration 65Q: 3 clusters Score -6066429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6066444.000000 Penalty: 5268.432617
	Iteration 66Q: 3 clusters Score -6066444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6066470.000000 Penalty: 5268.432617
	Iteration 67Q: 3 clusters Score -6066470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6066490.000000 Penalty: 5268.432617
	Iteration 68Q: 3 clusters Score -6066490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6066507.000000 Penalty: 5268.432617
	Iteration 69Q: 3 clusters Score -6066507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6066529.500000 Penalty: 5268.432617
	Iteration 70Q: 3 clusters Score -6066530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6066538.000000 Penalty: 5268.432617
	Iteration 71Q: 3 clusters Score -6066538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6066561.500000 Penalty: 5268.432617
	Iteration 72Q: 3 clusters Score -6066562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6066554.500000 Penalty: 5268.432617
	Iteration 73Q: 3 clusters Score -6066554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6066580.000000 Penalty: 5268.432617
	Iteration 74Q: 3 clusters Score -6066580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6066606.000000 Penalty: 5268.432617
	Iteration 75Q: 3 clusters Score -6066606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6066622.500000 Penalty: 5268.432617
	Iteration 76Q: 3 clusters Score -6066622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6066639.500000 Penalty: 5268.432617
	Iteration 77Q: 3 clusters Score -6066640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6066660.000000 Penalty: 5268.432617
	Iteration 78Q: 3 clusters Score -6066660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6066682.500000 Penalty: 5268.432617
	Iteration 79Q: 3 clusters Score -6066682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6066691.000000 Penalty: 5268.432617
	Iteration 80F: 3 clusters Score -6066691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6066700.000000 Penalty: 5268.432617
	Iteration 81Q: 3 clusters Score -6066700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6066704.500000 Penalty: 5268.432617
	Iteration 82Q: 3 clusters Score -6066704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6066694.000000 Penalty: 5268.432617
	Iteration 83Q: 3 clusters Score -6066694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6066707.000000 Penalty: 5268.432617
	Iteration 84Q: 3 clusters Score -6066707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6066725.000000 Penalty: 5268.432617
	Iteration 85Q: 3 clusters Score -6066725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6066747.500000 Penalty: 5268.432617
	Iteration 86Q: 3 clusters Score -6066748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6066760.500000 Penalty: 5268.432617
	Iteration 87Q: 3 clusters Score -6066760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6066773.000000 Penalty: 5268.432617
	Iteration 88Q: 3 clusters Score -6066773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6066800.500000 Penalty: 5268.432617
	Iteration 89Q: 3 clusters Score -6066800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6066809.500000 Penalty: 5268.432617
	Iteration 90Q: 3 clusters Score -6066810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6066813.000000 Penalty: 5268.432617
	Iteration 91Q: 3 clusters Score -6066813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6066813.000000 Penalty: 5268.432617
	Iteration 92Q: 3 clusters Score -6066813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6066825.000000 Penalty: 5268.432617
	Iteration 93Q: 3 clusters Score -6066825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6066836.000000 Penalty: 5268.432617
	Iteration 94Q: 3 clusters Score -6066836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6066854.000000 Penalty: 5268.432617
	Iteration 95Q: 3 clusters Score -6066854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6066861.000000 Penalty: 5268.432617
	Iteration 96Q: 3 clusters Score -6066861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6066870.000000 Penalty: 5268.432617
	Iteration 97Q: 3 clusters Score -6066870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6066882.000000 Penalty: 5268.432617
	Iteration 98Q: 3 clusters Score -6066882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6066888.500000 Penalty: 5268.432617
	Iteration 99Q: 3 clusters Score -6066888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6066895.500000 Penalty: 5268.432617
	Iteration 100F: 3 clusters Score -6066896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6066891.500000 Penalty: 5268.432617
	Iteration 101Q: 3 clusters Score -6066892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6066896.000000 Penalty: 5268.432617
	Iteration 102Q: 3 clusters Score -6066896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6066900.000000 Penalty: 5268.432617
	Iteration 103Q: 3 clusters Score -6066900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6066918.500000 Penalty: 5268.432617
	Iteration 104Q: 3 clusters Score -6066918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6066918.000000 Penalty: 5268.432617
	Iteration 105Q: 3 clusters Score -6066918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6066922.000000 Penalty: 5268.432617
	Iteration 106Q: 3 clusters Score -6066922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6066926.500000 Penalty: 5268.432617
	Iteration 107Q: 3 clusters Score -6066926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6066930.000000 Penalty: 5268.432617
	Iteration 108Q: 3 clusters Score -6066930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6066937.000000 Penalty: 5268.432617
	Iteration 109Q: 3 clusters Score -6066937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6066935.000000 Penalty: 5268.432617
	Iteration 110Q: 3 clusters Score -6066935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6066937.500000 Penalty: 5268.432617
	Iteration 111Q: 3 clusters Score -6066938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6066943.000000 Penalty: 5268.432617
	Iteration 112Q: 3 clusters Score -6066943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6066943.000000 Penalty: 5268.432617
	Iteration 113Q: 3 clusters Score -6066943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6066938.500000 Penalty: 5268.432617
	Iteration 114Q: 3 clusters Score -6066938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6066937.000000 Penalty: 5268.432617
	Iteration 115Q: 3 clusters Score -6066937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6066938.000000 Penalty: 5268.432617
	Iteration 116Q: 3 clusters Score -6066938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6066938.000000 Penalty: 5268.432617
	Iteration 117Q: 3 clusters Score -6066938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6066936.500000 Penalty: 5268.432617
	Iteration 118Q: 3 clusters Score -6066936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6066939.500000 Penalty: 5268.432617
	Iteration 119Q: 3 clusters Score -6066940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6066939.500000 Penalty: 5268.432617
	Iteration 120F: 3 clusters Score -6066940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77037.757812 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77037.76 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77300.484375 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77300.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77420.476562 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77420.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77540.046875 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -77540.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77695.992188 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -77695.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -77843.390625 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -77843.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78105.585938 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -78105.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78360.953125 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -78360.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78503.265625 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -78503.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78542.804688 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -78542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78575.992188 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -78575.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78600.226562 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -78600.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -78607.882812 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -78607.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -78624.195312 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -78624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -78641.601562 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -78641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78654.304688 Penalty: 3170.390869
	Iteration 15Q: 3 clusters Score -78654.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78655.531250 Penalty: 3170.390869
	Iteration 16F: 3 clusters Score -78655.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78659.398438 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -78659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78660.656250 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -78660.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78660.656250 Penalty: 3170.390869
	Iteration 19F: 3 clusters Score -78660.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156185 members 
Mstep: Class 5 contains 42162 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28830 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23854 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142552 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41021 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 188 members 
Entering Unmasked Estep 
Score: -128955928.000000 Penalty: 115654.703125
Splitting cluster 33 changes total score from -128957752.000000 to -128955928.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156185 members 
Mstep: Class 5 contains 42162 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28830 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23854 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142552 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41021 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957736.000000 Penalty: 112253.093750
Iteration 359Q: 34 clusters Score -1.289577e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39334 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156167 members 
Mstep: Class 5 contains 42155 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54359 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35574 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 56000 members 
Mstep: Class 15 contains 28828 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 11533 members 
Mstep: Class 22 contains 10556 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23854 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142574 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41023 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957856.000000 Penalty: 112253.093750
Iteration 360F: 34 clusters Score -1.289579e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156140 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54360 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28825 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 11972 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10562 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23856 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142599 members 
Mstep: Class 27 contains 33024 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41023 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957856.000000 Penalty: 112253.093750
Iteration 361Q: 34 clusters Score -1.289579e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156109 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54365 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35576 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 43433 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21108 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23860 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142634 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41026 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957792.000000 Penalty: 112253.093750
Iteration 362Q: 34 clusters Score -1.289578e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156093 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54368 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35580 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55999 members 
Mstep: Class 15 contains 28815 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21106 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23865 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142650 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41030 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957728.000000 Penalty: 112253.093750
Iteration 363Q: 34 clusters Score -1.289577e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156078 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54370 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35581 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55999 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43428 members 
Mstep: Class 17 contains 11970 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21102 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11525 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23869 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142664 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41034 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957816.000000 Penalty: 112253.093750
Iteration 364Q: 34 clusters Score -1.289578e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156058 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54373 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35584 members 
Mstep: Class 11 contains 66405 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43428 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21100 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23872 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142682 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41039 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957816.000000 Penalty: 112253.093750
Iteration 365Q: 34 clusters Score -1.289578e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156044 members 
Mstep: Class 5 contains 42135 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54373 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35584 members 
Mstep: Class 11 contains 66400 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28803 members 
Mstep: Class 16 contains 43428 members 
Mstep: Class 17 contains 11972 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23876 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142704 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41041 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957784.000000 Penalty: 112253.093750
Iteration 366Q: 34 clusters Score -1.289578e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156029 members 
Mstep: Class 5 contains 42131 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35586 members 
Mstep: Class 11 contains 66398 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28802 members 
Mstep: Class 16 contains 43427 members 
Mstep: Class 17 contains 11972 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21094 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23878 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142715 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41043 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957760.000000 Penalty: 112253.093750
Iteration 367Q: 34 clusters Score -1.289578e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156018 members 
Mstep: Class 5 contains 42130 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66400 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56000 members 
Mstep: Class 15 contains 28799 members 
Mstep: Class 16 contains 43427 members 
Mstep: Class 17 contains 11971 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23880 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142724 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41045 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957848.000000 Penalty: 112253.093750
Iteration 368Q: 34 clusters Score -1.289578e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156005 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28801 members 
Mstep: Class 16 contains 43428 members 
Mstep: Class 17 contains 11968 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23881 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142733 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41044 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957768.000000 Penalty: 112253.093750
Iteration 369Q: 34 clusters Score -1.289578e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156003 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56000 members 
Mstep: Class 15 contains 28802 members 
Mstep: Class 16 contains 43421 members 
Mstep: Class 17 contains 11964 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23883 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142744 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41048 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957696.000000 Penalty: 112253.093750
Iteration 370Q: 34 clusters Score -1.289577e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 156001 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55999 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43416 members 
Mstep: Class 17 contains 11958 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21092 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23884 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142750 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41054 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957696.000000 Penalty: 112253.093750
Iteration 371Q: 34 clusters Score -1.289577e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155997 members 
Mstep: Class 5 contains 42126 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 54374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 43415 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21092 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23884 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142757 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41051 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957656.000000 Penalty: 112253.093750
Iteration 372Q: 34 clusters Score -1.289577e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155997 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66405 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 11950 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23884 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142758 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41049 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957664.000000 Penalty: 112253.093750
Iteration 373Q: 34 clusters Score -1.289577e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155993 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54376 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 11950 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21094 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23885 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142758 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957744.000000 Penalty: 112253.093750
Iteration 374Q: 34 clusters Score -1.289577e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155992 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35588 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56005 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 43413 members 
Mstep: Class 17 contains 11949 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23886 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142758 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957832.000000 Penalty: 112253.093750
Iteration 375Q: 34 clusters Score -1.289578e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155990 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54376 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23887 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142764 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957944.000000 Penalty: 112253.093750
Iteration 376Q: 34 clusters Score -1.289579e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155987 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54377 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35590 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23887 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142765 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957904.000000 Penalty: 112253.093750
Iteration 377Q: 34 clusters Score -1.289579e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155979 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54376 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 43413 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21097 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23887 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142770 members 
Mstep: Class 27 contains 33030 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41049 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957904.000000 Penalty: 112253.093750
Iteration 378Q: 34 clusters Score -1.289579e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155972 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54377 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66402 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 11944 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21098 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23887 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142772 members 
Mstep: Class 27 contains 33030 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957960.000000 Penalty: 112253.093750
Iteration 379Q: 34 clusters Score -1.28958e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54377 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 11944 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142774 members 
Mstep: Class 27 contains 33030 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957936.000000 Penalty: 112253.093750
Iteration 380F: 34 clusters Score -1.289579e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155968 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54378 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 43413 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21095 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142774 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957992.000000 Penalty: 112253.093750
Iteration 381Q: 34 clusters Score -1.28958e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155968 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54379 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 43413 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21095 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142773 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957992.000000 Penalty: 112253.093750
Iteration 382Q: 34 clusters Score -1.28958e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155968 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54380 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66404 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142774 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958024.000000 Penalty: 112253.093750
Iteration 383Q: 34 clusters Score -1.28958e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54384 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66405 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28815 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 11935 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142774 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41049 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958016.000000 Penalty: 112253.093750
Iteration 384Q: 34 clusters Score -1.28958e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155971 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54386 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66405 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28817 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21095 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23889 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142775 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41049 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957992.000000 Penalty: 112253.093750
Iteration 385Q: 34 clusters Score -1.28958e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155972 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54389 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35593 members 
Mstep: Class 11 contains 66403 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28818 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 11925 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23890 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142776 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958000.000000 Penalty: 112253.093750
Iteration 386Q: 34 clusters Score -1.28958e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155975 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54389 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35593 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28818 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 11924 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21095 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23891 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142779 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41051 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958072.000000 Penalty: 112253.093750
Iteration 387Q: 34 clusters Score -1.289581e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155976 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54389 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35594 members 
Mstep: Class 11 contains 66401 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 43410 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21094 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23892 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142783 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128958008.000000 Penalty: 112253.093750
Iteration 388Q: 34 clusters Score -1.28958e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39341 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155975 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54390 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 11916 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23893 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142789 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10481 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41050 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957960.000000 Penalty: 112253.093750
Iteration 389Q: 34 clusters Score -1.28958e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155973 members 
Mstep: Class 5 contains 42115 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43204 members 
Mstep: Class 8 contains 54392 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66397 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56003 members 
Mstep: Class 15 contains 28824 members 
Mstep: Class 16 contains 43406 members 
Mstep: Class 17 contains 11911 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21092 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23895 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142792 members 
Mstep: Class 27 contains 33026 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41051 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957976.000000 Penalty: 112253.093750
Iteration 390Q: 34 clusters Score -1.28958e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39339 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54391 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66396 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 56002 members 
Mstep: Class 15 contains 28826 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11906 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21090 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23897 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142798 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41056 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957904.000000 Penalty: 112253.093750
Iteration 391Q: 34 clusters Score -1.289579e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54391 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66396 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55999 members 
Mstep: Class 15 contains 28826 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 11902 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23901 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142798 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10480 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41059 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957952.000000 Penalty: 112253.093750
Iteration 392Q: 34 clusters Score -1.28958e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155969 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54392 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66396 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55998 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 43405 members 
Mstep: Class 17 contains 11901 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21085 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23904 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142802 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41063 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957944.000000 Penalty: 112253.093750
Iteration 393Q: 34 clusters Score -1.289579e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155966 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54394 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66393 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55998 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 43406 members 
Mstep: Class 17 contains 11898 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23905 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142804 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41065 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957952.000000 Penalty: 112253.093750
Iteration 394Q: 34 clusters Score -1.28958e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155965 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54394 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66391 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28820 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11896 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23907 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142809 members 
Mstep: Class 27 contains 33033 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41067 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957952.000000 Penalty: 112253.093750
Iteration 395Q: 34 clusters Score -1.28958e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155963 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54398 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 66392 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55994 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11894 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23907 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142811 members 
Mstep: Class 27 contains 33034 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41069 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957968.000000 Penalty: 112253.093750
Iteration 396Q: 34 clusters Score -1.28958e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155957 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 54404 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66391 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55995 members 
Mstep: Class 15 contains 28818 members 
Mstep: Class 16 contains 43401 members 
Mstep: Class 17 contains 11894 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23907 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142814 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41070 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957912.000000 Penalty: 112253.093750
Iteration 397Q: 34 clusters Score -1.289579e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155950 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 54407 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66390 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55994 members 
Mstep: Class 15 contains 28815 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11895 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21081 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23909 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142818 members 
Mstep: Class 27 contains 33030 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41074 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 398Q: 34 clusters Score -1.289579e+08 nChanged 24
Entering ConstructFrom: 
Score: -128957872.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -92796.054688 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -92796.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91133.312500 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -91133.31 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91523.359375 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -91523.36 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91968.695312 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -91968.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -92505.960938 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -92505.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -93095.195312 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -93095.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -93324.679688 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -93324.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -93372.054688 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -93372.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -93401.734375 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -93401.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -93409.742188 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -93409.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93410.843750 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -93410.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93410.843750 Penalty: 3360.014893
	Iteration 10F: 3 clusters Score -93410.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155948 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 54408 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11893 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23912 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142820 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41076 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 116 members 
Entering Unmasked Estep 
Score: -128956864.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957872.000000 to -128956864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Entering Unmasked Estep 
Score: -5638315.500000 Penalty: 2623.820312
	Iteration 0F: 2 clusters Score -5638316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5611676.500000 Penalty: 5247.640625
	Iteration 0F: 3 clusters Score -5611676 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5621632.500000 Penalty: 5247.640625
	Iteration 1F: 3 clusters Score -5621632 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5622178.500000 Penalty: 5247.640625
	Iteration 2Q: 3 clusters Score -5622178 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5622770.500000 Penalty: 5247.640625
	Iteration 3Q: 3 clusters Score -5622770 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5623611.500000 Penalty: 5247.640625
	Iteration 4Q: 3 clusters Score -5623612 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5624662.000000 Penalty: 5247.640625
	Iteration 5F: 3 clusters Score -5624662 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5626215.500000 Penalty: 5247.640625
	Iteration 6F: 3 clusters Score -5626216 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5628280.000000 Penalty: 5247.640625
	Iteration 7F: 3 clusters Score -5628280 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5630655.500000 Penalty: 5247.640625
	Iteration 8F: 3 clusters Score -5630656 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5633138.000000 Penalty: 5247.640625
	Iteration 9F: 3 clusters Score -5633138 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5635363.000000 Penalty: 5247.640625
	Iteration 10Q: 3 clusters Score -5635363 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5636679.500000 Penalty: 5247.640625
	Iteration 11Q: 3 clusters Score -5636680 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5637172.000000 Penalty: 5247.640625
	Iteration 12Q: 3 clusters Score -5637172 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5637323.500000 Penalty: 5247.640625
	Iteration 13Q: 3 clusters Score -5637324 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5637400.500000 Penalty: 5247.640625
	Iteration 14Q: 3 clusters Score -5637400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5637446.000000 Penalty: 5247.640625
	Iteration 15Q: 3 clusters Score -5637446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5637461.500000 Penalty: 5247.640625
	Iteration 16Q: 3 clusters Score -5637462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5637467.500000 Penalty: 5247.640625
	Iteration 17Q: 3 clusters Score -5637468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5637479.500000 Penalty: 5247.640625
	Iteration 18Q: 3 clusters Score -5637480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5637486.500000 Penalty: 5247.640625
	Iteration 19Q: 3 clusters Score -5637486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5637478.500000 Penalty: 5247.640625
	Iteration 20F: 3 clusters Score -5637478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5637478.500000 Penalty: 5247.640625
	Iteration 21Q: 3 clusters Score -5637478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -5637486.000000 Penalty: 5247.640625
	Iteration 22Q: 3 clusters Score -5637486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5637487.500000 Penalty: 5247.640625
	Iteration 23Q: 3 clusters Score -5637488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -5637490.500000 Penalty: 5247.640625
	Iteration 24Q: 3 clusters Score -5637490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5637502.000000 Penalty: 5247.640625
	Iteration 25Q: 3 clusters Score -5637502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5637501.000000 Penalty: 5247.640625
	Iteration 26Q: 3 clusters Score -5637501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5637500.500000 Penalty: 5247.640625
	Iteration 27Q: 3 clusters Score -5637500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5637501.000000 Penalty: 5247.640625
	Iteration 28Q: 3 clusters Score -5637501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -5637499.500000 Penalty: 5247.640625
	Iteration 29Q: 3 clusters Score -5637500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5637504.000000 Penalty: 5247.640625
	Iteration 30Q: 3 clusters Score -5637504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5637492.500000 Penalty: 5247.640625
	Iteration 31Q: 3 clusters Score -5637492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5637495.500000 Penalty: 5247.640625
	Iteration 32Q: 3 clusters Score -5637496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5637493.500000 Penalty: 5247.640625
	Iteration 33Q: 3 clusters Score -5637494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5637493.500000 Penalty: 5247.640625
	Iteration 34Q: 3 clusters Score -5637494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5637498.000000 Penalty: 5247.640625
	Iteration 35Q: 3 clusters Score -5637498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5637498.000000 Penalty: 5247.640625
	Iteration 36Q: 3 clusters Score -5637498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5637497.500000 Penalty: 5247.640625
	Iteration 37Q: 3 clusters Score -5637498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5637494.000000 Penalty: 5247.640625
	Iteration 38Q: 3 clusters Score -5637494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5637496.000000 Penalty: 5247.640625
	Iteration 39Q: 3 clusters Score -5637496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5637494.000000 Penalty: 5247.640625
	Iteration 40F: 3 clusters Score -5637494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -5637496.000000 Penalty: 5247.640625
	Iteration 41Q: 3 clusters Score -5637496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5637493.000000 Penalty: 5247.640625
	Iteration 42Q: 3 clusters Score -5637493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5637493.000000 Penalty: 5247.640625
	Iteration 43Q: 3 clusters Score -5637493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -5637493.000000 Penalty: 5247.640625
	Iteration 44Q: 3 clusters Score -5637493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -5637493.000000 Penalty: 5247.640625
	Iteration 45F: 3 clusters Score -5637493 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: -358055.125000 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -358055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -355167.656250 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -355167.7 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -355713.500000 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -355713.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -355872.125000 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -355872.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -355951.656250 Penalty: 3872.323242
	Iteration 3Q: 3 clusters Score -355951.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -356003.437500 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -356003.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -356037.125000 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -356037.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -356063.531250 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -356063.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -356083.781250 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -356083.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -356098.843750 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -356098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -356114.875000 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -356114.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -356126.500000 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -356126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -356135.843750 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -356135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -356142.687500 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -356142.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -356147.468750 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -356147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -356154.531250 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -356154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -356160.406250 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -356160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -356165.156250 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -356165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -356173.187500 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -356173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -356182.187500 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -356182.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -356196.375000 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -356196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -356200.750000 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -356200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -356205.875000 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -356205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -356207.687500 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -356207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -356208.906250 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -356208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -356209.562500 Penalty: 3872.323242
	Iteration 24Q: 3 clusters Score -356209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -356209.312500 Penalty: 3872.323242
	Iteration 25Q: 3 clusters Score -356209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -356209.312500 Penalty: 3872.323242
	Iteration 26F: 3 clusters Score -356209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Entering Unmasked Estep 
Score: -22866594.000000 Penalty: 2965.405029
	Iteration 0F: 2 clusters Score -2.286659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -22766026.000000 Penalty: 5930.810059
	Iteration 0F: 3 clusters Score -2.276603e+07 nChanged 74672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -22810566.000000 Penalty: 5930.810059
	Iteration 1F: 3 clusters Score -2.281057e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -22813292.000000 Penalty: 5930.810059
	Iteration 2Q: 3 clusters Score -2.281329e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -22817874.000000 Penalty: 5930.810059
	Iteration 3F: 3 clusters Score -2.281787e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -22826140.000000 Penalty: 5930.810059
	Iteration 4F: 3 clusters Score -2.282614e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -22837480.000000 Penalty: 5930.810059
	Iteration 5F: 3 clusters Score -2.283748e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 135210 members 
Entering Unmasked Estep 
Score: -22849318.000000 Penalty: 5930.810059
	Iteration 6F: 3 clusters Score -2.284932e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 144949 members 
Entering Unmasked Estep 
Score: -22857396.000000 Penalty: 5930.810059
	Iteration 7F: 3 clusters Score -2.28574e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -22861388.000000 Penalty: 5930.810059
	Iteration 8Q: 3 clusters Score -2.286139e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -22862956.000000 Penalty: 5930.810059
	Iteration 9Q: 3 clusters Score -2.286296e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -22863644.000000 Penalty: 5930.810059
	Iteration 10Q: 3 clusters Score -2.286364e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -22863974.000000 Penalty: 5930.810059
	Iteration 11Q: 3 clusters Score -2.286397e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -22864086.000000 Penalty: 5930.810059
	Iteration 12Q: 3 clusters Score -2.286409e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -22864220.000000 Penalty: 5930.810059
	Iteration 13Q: 3 clusters Score -2.286422e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -22864266.000000 Penalty: 5930.810059
	Iteration 14Q: 3 clusters Score -2.286427e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -22864308.000000 Penalty: 5930.810059
	Iteration 15Q: 3 clusters Score -2.286431e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -22864340.000000 Penalty: 5930.810059
	Iteration 16Q: 3 clusters Score -2.286434e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -22864342.000000 Penalty: 5930.810059
	Iteration 17Q: 3 clusters Score -2.286434e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -22864374.000000 Penalty: 5930.810059
	Iteration 18Q: 3 clusters Score -2.286437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -22864426.000000 Penalty: 5930.810059
	Iteration 19Q: 3 clusters Score -2.286443e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -22864432.000000 Penalty: 5930.810059
	Iteration 20F: 3 clusters Score -2.286443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -22864420.000000 Penalty: 5930.810059
	Iteration 21Q: 3 clusters Score -2.286442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22864432.000000 Penalty: 5930.810059
	Iteration 22Q: 3 clusters Score -2.286443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -22864442.000000 Penalty: 5930.810059
	Iteration 23Q: 3 clusters Score -2.286444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -22864438.000000 Penalty: 5930.810059
	Iteration 24Q: 3 clusters Score -2.286444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -22864426.000000 Penalty: 5930.810059
	Iteration 25Q: 3 clusters Score -2.286443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -22864456.000000 Penalty: 5930.810059
	Iteration 26Q: 3 clusters Score -2.286446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -22864436.000000 Penalty: 5930.810059
	Iteration 27Q: 3 clusters Score -2.286444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -22864458.000000 Penalty: 5930.810059
	Iteration 28Q: 3 clusters Score -2.286446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22864466.000000 Penalty: 5930.810059
	Iteration 29Q: 3 clusters Score -2.286447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -22864446.000000 Penalty: 5930.810059
	Iteration 30Q: 3 clusters Score -2.286445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -22864440.000000 Penalty: 5930.810059
	Iteration 31Q: 3 clusters Score -2.286444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22864448.000000 Penalty: 5930.810059
	Iteration 32Q: 3 clusters Score -2.286445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -22864438.000000 Penalty: 5930.810059
	Iteration 33Q: 3 clusters Score -2.286444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22864438.000000 Penalty: 5930.810059
	Iteration 34Q: 3 clusters Score -2.286444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -22864440.000000 Penalty: 5930.810059
	Iteration 35Q: 3 clusters Score -2.286444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -22864438.000000 Penalty: 5930.810059
	Iteration 36Q: 3 clusters Score -2.286444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -22864442.000000 Penalty: 5930.810059
	Iteration 37Q: 3 clusters Score -2.286444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22864454.000000 Penalty: 5930.810059
	Iteration 38Q: 3 clusters Score -2.286445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -22864464.000000 Penalty: 5930.810059
	Iteration 39Q: 3 clusters Score -2.286446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -22864458.000000 Penalty: 5930.810059
	Iteration 40F: 3 clusters Score -2.286446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -22864474.000000 Penalty: 5930.810059
	Iteration 41Q: 3 clusters Score -2.286447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -22864464.000000 Penalty: 5930.810059
	Iteration 42Q: 3 clusters Score -2.286446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -22864466.000000 Penalty: 5930.810059
	Iteration 43Q: 3 clusters Score -2.286447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -22864476.000000 Penalty: 5930.810059
	Iteration 44Q: 3 clusters Score -2.286448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -22864476.000000 Penalty: 5930.810059
	Iteration 45Q: 3 clusters Score -2.286448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -22864494.000000 Penalty: 5930.810059
	Iteration 46Q: 3 clusters Score -2.286449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -22864484.000000 Penalty: 5930.810059
	Iteration 47Q: 3 clusters Score -2.286448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -22864488.000000 Penalty: 5930.810059
	Iteration 48Q: 3 clusters Score -2.286449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -22864506.000000 Penalty: 5930.810059
	Iteration 49Q: 3 clusters Score -2.286451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -22864506.000000 Penalty: 5930.810059
	Iteration 50Q: 3 clusters Score -2.286451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -22864506.000000 Penalty: 5930.810059
	Iteration 51Q: 3 clusters Score -2.286451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -22864500.000000 Penalty: 5930.810059
	Iteration 52Q: 3 clusters Score -2.28645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -22864508.000000 Penalty: 5930.810059
	Iteration 53Q: 3 clusters Score -2.286451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -22864508.000000 Penalty: 5930.810059
	Iteration 54F: 3 clusters Score -2.286451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Entering Unmasked Estep 
Score: -5943584.500000 Penalty: 2640.761230
	Iteration 0F: 2 clusters Score -5943584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5915192.500000 Penalty: 5281.522461
	Iteration 0F: 3 clusters Score -5915192 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5926165.500000 Penalty: 5281.522461
	Iteration 1F: 3 clusters Score -5926166 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5927408.500000 Penalty: 5281.522461
	Iteration 2F: 3 clusters Score -5927408 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5929052.500000 Penalty: 5281.522461
	Iteration 3F: 3 clusters Score -5929052 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5931306.500000 Penalty: 5281.522461
	Iteration 4F: 3 clusters Score -5931306 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5934493.500000 Penalty: 5281.522461
	Iteration 5F: 3 clusters Score -5934494 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5937538.500000 Penalty: 5281.522461
	Iteration 6F: 3 clusters Score -5937538 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5939609.500000 Penalty: 5281.522461
	Iteration 7F: 3 clusters Score -5939610 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5940585.000000 Penalty: 5281.522461
	Iteration 8Q: 3 clusters Score -5940585 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5941042.000000 Penalty: 5281.522461
	Iteration 9Q: 3 clusters Score -5941042 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5941414.500000 Penalty: 5281.522461
	Iteration 10Q: 3 clusters Score -5941414 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5941624.500000 Penalty: 5281.522461
	Iteration 11Q: 3 clusters Score -5941624 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5941834.500000 Penalty: 5281.522461
	Iteration 12Q: 3 clusters Score -5941834 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5942006.500000 Penalty: 5281.522461
	Iteration 13Q: 3 clusters Score -5942006 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5942116.000000 Penalty: 5281.522461
	Iteration 14Q: 3 clusters Score -5942116 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -5942262.500000 Penalty: 5281.522461
	Iteration 15Q: 3 clusters Score -5942262 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5942325.500000 Penalty: 5281.522461
	Iteration 16Q: 3 clusters Score -5942326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5942391.500000 Penalty: 5281.522461
	Iteration 17Q: 3 clusters Score -5942392 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5942445.500000 Penalty: 5281.522461
	Iteration 18Q: 3 clusters Score -5942446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5942476.500000 Penalty: 5281.522461
	Iteration 19Q: 3 clusters Score -5942476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -5942504.500000 Penalty: 5281.522461
	Iteration 20F: 3 clusters Score -5942504 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5942511.000000 Penalty: 5281.522461
	Iteration 21Q: 3 clusters Score -5942511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5942521.000000 Penalty: 5281.522461
	Iteration 22Q: 3 clusters Score -5942521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5942553.500000 Penalty: 5281.522461
	Iteration 23Q: 3 clusters Score -5942554 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5942569.500000 Penalty: 5281.522461
	Iteration 24Q: 3 clusters Score -5942570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5942570.500000 Penalty: 5281.522461
	Iteration 25Q: 3 clusters Score -5942570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -5942585.000000 Penalty: 5281.522461
	Iteration 26Q: 3 clusters Score -5942585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5942607.500000 Penalty: 5281.522461
	Iteration 27Q: 3 clusters Score -5942608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5942611.500000 Penalty: 5281.522461
	Iteration 28Q: 3 clusters Score -5942612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5942622.000000 Penalty: 5281.522461
	Iteration 29Q: 3 clusters Score -5942622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -5942630.000000 Penalty: 5281.522461
	Iteration 30Q: 3 clusters Score -5942630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5942636.000000 Penalty: 5281.522461
	Iteration 31Q: 3 clusters Score -5942636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5942637.500000 Penalty: 5281.522461
	Iteration 32Q: 3 clusters Score -5942638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5942648.000000 Penalty: 5281.522461
	Iteration 33Q: 3 clusters Score -5942648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5942654.000000 Penalty: 5281.522461
	Iteration 34Q: 3 clusters Score -5942654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5942658.000000 Penalty: 5281.522461
	Iteration 35Q: 3 clusters Score -5942658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -5942657.500000 Penalty: 5281.522461
	Iteration 36Q: 3 clusters Score -5942658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5942648.500000 Penalty: 5281.522461
	Iteration 37Q: 3 clusters Score -5942648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -5942653.500000 Penalty: 5281.522461
	Iteration 38Q: 3 clusters Score -5942654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5942652.000000 Penalty: 5281.522461
	Iteration 39Q: 3 clusters Score -5942652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5942658.500000 Penalty: 5281.522461
	Iteration 40F: 3 clusters Score -5942658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -5942655.500000 Penalty: 5281.522461
	Iteration 41Q: 3 clusters Score -5942656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5942661.000000 Penalty: 5281.522461
	Iteration 42Q: 3 clusters Score -5942661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -5942653.000000 Penalty: 5281.522461
	Iteration 43Q: 3 clusters Score -5942653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5942649.500000 Penalty: 5281.522461
	Iteration 44Q: 3 clusters Score -5942650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5942658.500000 Penalty: 5281.522461
	Iteration 45Q: 3 clusters Score -5942658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5942663.500000 Penalty: 5281.522461
	Iteration 46Q: 3 clusters Score -5942664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5942663.000000 Penalty: 5281.522461
	Iteration 47Q: 3 clusters Score -5942663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5942660.500000 Penalty: 5281.522461
	Iteration 48Q: 3 clusters Score -5942660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5942649.000000 Penalty: 5281.522461
	Iteration 49Q: 3 clusters Score -5942649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -5942653.500000 Penalty: 5281.522461
	Iteration 50Q: 3 clusters Score -5942654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -5942663.000000 Penalty: 5281.522461
	Iteration 51Q: 3 clusters Score -5942663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5942666.000000 Penalty: 5281.522461
	Iteration 52Q: 3 clusters Score -5942666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -5942666.000000 Penalty: 5281.522461
	Iteration 53Q: 3 clusters Score -5942666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5942664.000000 Penalty: 5281.522461
	Iteration 54Q: 3 clusters Score -5942664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5942663.000000 Penalty: 5281.522461
	Iteration 55Q: 3 clusters Score -5942663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5942657.000000 Penalty: 5281.522461
	Iteration 56Q: 3 clusters Score -5942657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -5942669.500000 Penalty: 5281.522461
	Iteration 57Q: 3 clusters Score -5942670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5942666.000000 Penalty: 5281.522461
	Iteration 58Q: 3 clusters Score -5942666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5942675.000000 Penalty: 5281.522461
	Iteration 59Q: 3 clusters Score -5942675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -5942672.500000 Penalty: 5281.522461
	Iteration 60F: 3 clusters Score -5942672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5942667.500000 Penalty: 5281.522461
	Iteration 61Q: 3 clusters Score -5942668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5942667.500000 Penalty: 5281.522461
	Iteration 62Q: 3 clusters Score -5942668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5942667.500000 Penalty: 5281.522461
	Iteration 63F: 3 clusters Score -5942668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -658046.062500 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -658046.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -653615.000000 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -653615 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -654754.062500 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -654754.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -655031.562500 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -655031.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -655231.875000 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -655231.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -655359.312500 Penalty: 4220.443848
	Iteration 4Q: 3 clusters Score -655359.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -655421.312500 Penalty: 4220.443848
	Iteration 5Q: 3 clusters Score -655421.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -655460.750000 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -655460.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -655489.312500 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -655489.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -655518.625000 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -655518.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -655543.125000 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -655543.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -655564.750000 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -655564.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -655581.562500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -655581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -655590.875000 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -655590.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -655598.750000 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -655598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -655604.875000 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -655604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -655608.812500 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -655608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -655610.312500 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -655610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -655612.125000 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -655612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -655616.000000 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -655616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655617.375000 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -655617.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -655621.250000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -655621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -655623.125000 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -655623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -655626.625000 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -655626.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -655633.312500 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -655633.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -655636.250000 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -655636.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -655642.000000 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -655642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655646.687500 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -655646.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -655651.500000 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -655651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -655655.562500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -655655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -655660.750000 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -655660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655663.937500 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -655663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -655667.062500 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -655667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -655669.687500 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -655669.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -655670.937500 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -655670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -655672.937500 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -655672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -655672.937500 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -655672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -655674.875000 Penalty: 4220.443848
	Iteration 36Q: 3 clusters Score -655674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -655679.187500 Penalty: 4220.443848
	Iteration 37Q: 3 clusters Score -655679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -655680.437500 Penalty: 4220.443848
	Iteration 38Q: 3 clusters Score -655680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -655680.437500 Penalty: 4220.443848
	Iteration 39Q: 3 clusters Score -655680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -655681.937500 Penalty: 4220.443848
	Iteration 40F: 3 clusters Score -655681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Entering Unmasked Estep 
Score: -6212722.000000 Penalty: 2647.080566
	Iteration 0F: 2 clusters Score -6212722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6183633.500000 Penalty: 5294.161133
	Iteration 0F: 3 clusters Score -6183634 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6194295.000000 Penalty: 5294.161133
	Iteration 1F: 3 clusters Score -6194295 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6194693.500000 Penalty: 5294.161133
	Iteration 2Q: 3 clusters Score -6194694 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6195050.500000 Penalty: 5294.161133
	Iteration 3Q: 3 clusters Score -6195050 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -6195336.000000 Penalty: 5294.161133
	Iteration 4Q: 3 clusters Score -6195336 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -6195631.000000 Penalty: 5294.161133
	Iteration 5Q: 3 clusters Score -6195631 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6195953.000000 Penalty: 5294.161133
	Iteration 6Q: 3 clusters Score -6195953 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -6196306.000000 Penalty: 5294.161133
	Iteration 7Q: 3 clusters Score -6196306 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6196776.500000 Penalty: 5294.161133
	Iteration 8Q: 3 clusters Score -6196776 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6197358.500000 Penalty: 5294.161133
	Iteration 9Q: 3 clusters Score -6197358 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6198299.000000 Penalty: 5294.161133
	Iteration 10Q: 3 clusters Score -6198299 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6199659.500000 Penalty: 5294.161133
	Iteration 11F: 3 clusters Score -6199660 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6201626.000000 Penalty: 5294.161133
	Iteration 12F: 3 clusters Score -6201626 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6204133.000000 Penalty: 5294.161133
	Iteration 13F: 3 clusters Score -6204133 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -6206709.000000 Penalty: 5294.161133
	Iteration 14F: 3 clusters Score -6206709 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6208545.000000 Penalty: 5294.161133
	Iteration 15Q: 3 clusters Score -6208545 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6209537.500000 Penalty: 5294.161133
	Iteration 16Q: 3 clusters Score -6209538 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -6209953.000000 Penalty: 5294.161133
	Iteration 17Q: 3 clusters Score -6209953 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -6210173.500000 Penalty: 5294.161133
	Iteration 18Q: 3 clusters Score -6210174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -6210282.000000 Penalty: 5294.161133
	Iteration 19Q: 3 clusters Score -6210282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -6210347.000000 Penalty: 5294.161133
	Iteration 20F: 3 clusters Score -6210347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -6210395.500000 Penalty: 5294.161133
	Iteration 21Q: 3 clusters Score -6210396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6210421.500000 Penalty: 5294.161133
	Iteration 22Q: 3 clusters Score -6210422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6210429.500000 Penalty: 5294.161133
	Iteration 23Q: 3 clusters Score -6210430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6210448.000000 Penalty: 5294.161133
	Iteration 24Q: 3 clusters Score -6210448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -6210452.500000 Penalty: 5294.161133
	Iteration 25Q: 3 clusters Score -6210452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6210459.500000 Penalty: 5294.161133
	Iteration 26Q: 3 clusters Score -6210460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6210473.000000 Penalty: 5294.161133
	Iteration 27Q: 3 clusters Score -6210473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -6210480.500000 Penalty: 5294.161133
	Iteration 28Q: 3 clusters Score -6210480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -6210480.500000 Penalty: 5294.161133
	Iteration 29Q: 3 clusters Score -6210480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6210480.000000 Penalty: 5294.161133
	Iteration 30Q: 3 clusters Score -6210480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6210481.000000 Penalty: 5294.161133
	Iteration 31Q: 3 clusters Score -6210481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6210478.500000 Penalty: 5294.161133
	Iteration 32Q: 3 clusters Score -6210478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6210486.500000 Penalty: 5294.161133
	Iteration 33Q: 3 clusters Score -6210486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -6210485.500000 Penalty: 5294.161133
	Iteration 34Q: 3 clusters Score -6210486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6210487.500000 Penalty: 5294.161133
	Iteration 35Q: 3 clusters Score -6210488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6210493.000000 Penalty: 5294.161133
	Iteration 36Q: 3 clusters Score -6210493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6210493.000000 Penalty: 5294.161133
	Iteration 37F: 3 clusters Score -6210493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Entering Unmasked Estep 
Score: -8043131.000000 Penalty: 2704.258057
	Iteration 0F: 2 clusters Score -8043131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -8006441.500000 Penalty: 5408.516113
	Iteration 0F: 3 clusters Score -8006442 nChanged 25191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -8020632.000000 Penalty: 5408.516113
	Iteration 1F: 3 clusters Score -8020632 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -8021221.500000 Penalty: 5408.516113
	Iteration 2Q: 3 clusters Score -8021222 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -8021842.000000 Penalty: 5408.516113
	Iteration 3Q: 3 clusters Score -8021842 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8022702.000000 Penalty: 5408.516113
	Iteration 4Q: 3 clusters Score -8022702 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -8023919.000000 Penalty: 5408.516113
	Iteration 5Q: 3 clusters Score -8023919 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8025823.500000 Penalty: 5408.516113
	Iteration 6F: 3 clusters Score -8025824 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8028545.500000 Penalty: 5408.516113
	Iteration 7F: 3 clusters Score -8028546 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8031984.000000 Penalty: 5408.516113
	Iteration 8F: 3 clusters Score -8031984 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -8035218.500000 Penalty: 5408.516113
	Iteration 9F: 3 clusters Score -8035218 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -8037439.000000 Penalty: 5408.516113
	Iteration 10Q: 3 clusters Score -8037439 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -8038835.000000 Penalty: 5408.516113
	Iteration 11Q: 3 clusters Score -8038835 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -8039554.000000 Penalty: 5408.516113
	Iteration 12Q: 3 clusters Score -8039554 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -8039965.000000 Penalty: 5408.516113
	Iteration 13Q: 3 clusters Score -8039965 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -8040177.500000 Penalty: 5408.516113
	Iteration 14Q: 3 clusters Score -8040178 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -8040311.500000 Penalty: 5408.516113
	Iteration 15Q: 3 clusters Score -8040312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -8040414.500000 Penalty: 5408.516113
	Iteration 16Q: 3 clusters Score -8040414 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -8040524.500000 Penalty: 5408.516113
	Iteration 17Q: 3 clusters Score -8040524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -8040580.000000 Penalty: 5408.516113
	Iteration 18Q: 3 clusters Score -8040580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -8040637.000000 Penalty: 5408.516113
	Iteration 19Q: 3 clusters Score -8040637 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -8040663.000000 Penalty: 5408.516113
	Iteration 20F: 3 clusters Score -8040663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -8040693.500000 Penalty: 5408.516113
	Iteration 21Q: 3 clusters Score -8040694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -8040719.500000 Penalty: 5408.516113
	Iteration 22Q: 3 clusters Score -8040720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -8040749.000000 Penalty: 5408.516113
	Iteration 23Q: 3 clusters Score -8040749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -8040781.500000 Penalty: 5408.516113
	Iteration 24Q: 3 clusters Score -8040782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -8040786.000000 Penalty: 5408.516113
	Iteration 25Q: 3 clusters Score -8040786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -8040799.000000 Penalty: 5408.516113
	Iteration 26Q: 3 clusters Score -8040799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -8040804.000000 Penalty: 5408.516113
	Iteration 27Q: 3 clusters Score -8040804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -8040816.500000 Penalty: 5408.516113
	Iteration 28Q: 3 clusters Score -8040816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -8040816.500000 Penalty: 5408.516113
	Iteration 29Q: 3 clusters Score -8040816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -8040842.000000 Penalty: 5408.516113
	Iteration 30Q: 3 clusters Score -8040842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -8040852.000000 Penalty: 5408.516113
	Iteration 31Q: 3 clusters Score -8040852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -8040866.500000 Penalty: 5408.516113
	Iteration 32Q: 3 clusters Score -8040866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -8040870.500000 Penalty: 5408.516113
	Iteration 33Q: 3 clusters Score -8040870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -8040866.000000 Penalty: 5408.516113
	Iteration 34Q: 3 clusters Score -8040866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -8040861.500000 Penalty: 5408.516113
	Iteration 35Q: 3 clusters Score -8040862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -8040868.000000 Penalty: 5408.516113
	Iteration 36Q: 3 clusters Score -8040868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -8040884.500000 Penalty: 5408.516113
	Iteration 37Q: 3 clusters Score -8040884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8040875.000000 Penalty: 5408.516113
	Iteration 38Q: 3 clusters Score -8040875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -8040877.000000 Penalty: 5408.516113
	Iteration 39Q: 3 clusters Score -8040877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -8040884.000000 Penalty: 5408.516113
	Iteration 40F: 3 clusters Score -8040884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -8040896.000000 Penalty: 5408.516113
	Iteration 41Q: 3 clusters Score -8040896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -8040890.500000 Penalty: 5408.516113
	Iteration 42Q: 3 clusters Score -8040890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -8040892.500000 Penalty: 5408.516113
	Iteration 43Q: 3 clusters Score -8040892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -8040892.500000 Penalty: 5408.516113
	Iteration 44F: 3 clusters Score -8040892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 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 146 members 
Entering Unmasked Estep 
Score: -31378.279297 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31378.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31530.154297 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31530.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31595.574219 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -31595.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31622.824219 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31622.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31644.767578 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31644.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31658.427734 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31658.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31660.199219 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -31660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31660.199219 Penalty: 2807.103027
	Iteration 7F: 3 clusters Score -31660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Entering Unmasked Estep 
Score: -5281594.500000 Penalty: 2599.030273
	Iteration 0F: 2 clusters Score -5281594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5257617.000000 Penalty: 5198.060547
	Iteration 0F: 3 clusters Score -5257617 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5266373.000000 Penalty: 5198.060547
	Iteration 1F: 3 clusters Score -5266373 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5266911.500000 Penalty: 5198.060547
	Iteration 2Q: 3 clusters Score -5266912 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -5267327.500000 Penalty: 5198.060547
	Iteration 3Q: 3 clusters Score -5267328 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5267831.500000 Penalty: 5198.060547
	Iteration 4Q: 3 clusters Score -5267832 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -5268275.000000 Penalty: 5198.060547
	Iteration 5Q: 3 clusters Score -5268275 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5270256 nChanged 1761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5272564 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5273616 nChanged 1452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5274712 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5274928 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5275073 nChanged 479
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5275220 nChanged 478
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Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5275378 nChanged 476
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Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5275511 nChanged 458
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Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5275806 nChanged 478
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Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5275954 nChanged 462
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Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5276116 nChanged 470
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Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5276282 nChanged 476
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5276446 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5276634 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5276772 nChanged 434
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Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5276954 nChanged 449
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5277136 nChanged 455
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Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5277322 nChanged 454
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5277528 nChanged 400
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Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5277663 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5277802 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5277982 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5278122 nChanged 274
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5278233 nChanged 266
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5278336 nChanged 241
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Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5278486 nChanged 243
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5278618 nChanged 220
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Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5278716 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5278800 nChanged 158
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5278872 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5278954 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5279002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5279074 nChanged 99
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Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5279134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5279190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5279218 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5279248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5279247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5279257.500000 Penalty: 5198.060547
	Iteration 50Q: 3 clusters Score -5279258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -5279274.000000 Penalty: 5198.060547
	Iteration 51Q: 3 clusters Score -5279274 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5279295.500000 Penalty: 5198.060547
	Iteration 52Q: 3 clusters Score -5279296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5279300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5279299 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5279304.000000 Penalty: 5198.060547
	Iteration 55Q: 3 clusters Score -5279304 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5279313.500000 Penalty: 5198.060547
	Iteration 56Q: 3 clusters Score -5279314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5279312 nChanged 14
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Mstep: Class 1 contains 1228 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5279323 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5279331 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5279329.500000 Penalty: 5198.060547
	Iteration 60F: 3 clusters Score -5279330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5279340 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5279343.500000 Penalty: 5198.060547
	Iteration 62Q: 3 clusters Score -5279344 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5279346 nChanged 5
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5279349 nChanged 4
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Mstep: Class 1 contains 1172 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5279350 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5279348 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5279348 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5279354 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5279352 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5279350 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5279354 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1162 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5279352 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1159 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5279352 nChanged 4
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Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34440 members 
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	Iteration 74Q: 3 clusters Score -5279352 nChanged 4
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Mstep: Class 1 contains 1153 members 
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	Iteration 75Q: 3 clusters Score -5279356 nChanged 7
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Mstep: Class 1 contains 1146 members 
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	Iteration 76Q: 3 clusters Score -5279360 nChanged 5
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5279360 nChanged 6
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Mstep: Class 1 contains 1135 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5279366 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5279373 nChanged 4
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Mstep: Class 1 contains 1126 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5279372 nChanged 3
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Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5279367 nChanged 2
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Mstep: Class 1 contains 1123 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5279364 nChanged 1
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	Iteration 83Q: 3 clusters Score -5279364 nChanged 1
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	Iteration 84Q: 3 clusters Score -5279365 nChanged 3
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	Iteration 85Q: 3 clusters Score -5279362 nChanged 5
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	Iteration 86Q: 3 clusters Score -5279375 nChanged 8
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	Iteration 87Q: 3 clusters Score -5279375 nChanged 5
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	Iteration 88Q: 3 clusters Score -5279377 nChanged 7
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5279378 nChanged 9
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Mstep: Class 1 contains 1084 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5279380 nChanged 8
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	Iteration 91Q: 3 clusters Score -5279382 nChanged 8
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	Iteration 92Q: 3 clusters Score -5279380 nChanged 6
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	Iteration 93Q: 3 clusters Score -5279382 nChanged 6
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	Iteration 94Q: 3 clusters Score -5279375 nChanged 6
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	Iteration 95Q: 3 clusters Score -5279380 nChanged 5
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	Iteration 96Q: 3 clusters Score -5279380 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5279382 nChanged 4
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	Iteration 98Q: 3 clusters Score -5279385 nChanged 2
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5279383.000000 Penalty: 5198.060547
	Iteration 99Q: 3 clusters Score -5279383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5279383.000000 Penalty: 5198.060547
	Iteration 100F: 3 clusters Score -5279383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5279383.000000 Penalty: 5198.060547
	Iteration 101Q: 3 clusters Score -5279383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5279384.500000 Penalty: 5198.060547
	Iteration 102Q: 3 clusters Score -5279384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5279384.500000 Penalty: 5198.060547
	Iteration 103F: 3 clusters Score -5279384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Entering Unmasked Estep 
Score: -9824364.000000 Penalty: 2753.615234
	Iteration 0F: 2 clusters Score -9824364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -9780040.000000 Penalty: 5507.230469
	Iteration 0F: 3 clusters Score -9780040 nChanged 31175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -9797641.000000 Penalty: 5507.230469
	Iteration 1F: 3 clusters Score -9797641 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -9798417.000000 Penalty: 5507.230469
	Iteration 2Q: 3 clusters Score -9798417 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -9799299.000000 Penalty: 5507.230469
	Iteration 3Q: 3 clusters Score -9799299 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -9800148.000000 Penalty: 5507.230469
	Iteration 4Q: 3 clusters Score -9800148 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -9801125.000000 Penalty: 5507.230469
	Iteration 5Q: 3 clusters Score -9801125 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -9802203.000000 Penalty: 5507.230469
	Iteration 6Q: 3 clusters Score -9802203 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -9803518.000000 Penalty: 5507.230469
	Iteration 7Q: 3 clusters Score -9803518 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9805195.000000 Penalty: 5507.230469
	Iteration 8Q: 3 clusters Score -9805195 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -9806948.000000 Penalty: 5507.230469
	Iteration 9Q: 3 clusters Score -9806948 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -9808860.000000 Penalty: 5507.230469
	Iteration 10F: 3 clusters Score -9808860 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9810711.000000 Penalty: 5507.230469
	Iteration 11F: 3 clusters Score -9810711 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -9812200.000000 Penalty: 5507.230469
	Iteration 12Q: 3 clusters Score -9812200 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9813220.000000 Penalty: 5507.230469
	Iteration 13Q: 3 clusters Score -9813220 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -9813782.000000 Penalty: 5507.230469
	Iteration 14Q: 3 clusters Score -9813782 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -9814133.000000 Penalty: 5507.230469
	Iteration 15Q: 3 clusters Score -9814133 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9814344.000000 Penalty: 5507.230469
	Iteration 16Q: 3 clusters Score -9814344 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -9814544.000000 Penalty: 5507.230469
	Iteration 17Q: 3 clusters Score -9814544 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9814658.000000 Penalty: 5507.230469
	Iteration 18Q: 3 clusters Score -9814658 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9814791.000000 Penalty: 5507.230469
	Iteration 19Q: 3 clusters Score -9814791 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -9814941.000000 Penalty: 5507.230469
	Iteration 20F: 3 clusters Score -9814941 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -9815108.000000 Penalty: 5507.230469
	Iteration 21Q: 3 clusters Score -9815108 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -9815296.000000 Penalty: 5507.230469
	Iteration 22Q: 3 clusters Score -9815296 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -9815495.000000 Penalty: 5507.230469
	Iteration 23Q: 3 clusters Score -9815495 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -9815660.000000 Penalty: 5507.230469
	Iteration 24Q: 3 clusters Score -9815660 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -9815852.000000 Penalty: 5507.230469
	Iteration 25Q: 3 clusters Score -9815852 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -9816052.000000 Penalty: 5507.230469
	Iteration 26Q: 3 clusters Score -9816052 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -9816291.000000 Penalty: 5507.230469
	Iteration 27Q: 3 clusters Score -9816291 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9816544.000000 Penalty: 5507.230469
	Iteration 28Q: 3 clusters Score -9816544 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9816732.000000 Penalty: 5507.230469
	Iteration 29Q: 3 clusters Score -9816732 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9816966.000000 Penalty: 5507.230469
	Iteration 30Q: 3 clusters Score -9816966 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -9817162.000000 Penalty: 5507.230469
	Iteration 31Q: 3 clusters Score -9817162 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -9817364.000000 Penalty: 5507.230469
	Iteration 32Q: 3 clusters Score -9817364 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -9817541.000000 Penalty: 5507.230469
	Iteration 33Q: 3 clusters Score -9817541 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -9817744.000000 Penalty: 5507.230469
	Iteration 34Q: 3 clusters Score -9817744 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -9817929.000000 Penalty: 5507.230469
	Iteration 35Q: 3 clusters Score -9817929 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -9818125.000000 Penalty: 5507.230469
	Iteration 36Q: 3 clusters Score -9818125 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -9818360.000000 Penalty: 5507.230469
	Iteration 37Q: 3 clusters Score -9818360 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -9818643.000000 Penalty: 5507.230469
	Iteration 38Q: 3 clusters Score -9818643 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -9818862.000000 Penalty: 5507.230469
	Iteration 39Q: 3 clusters Score -9818862 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -9819065.000000 Penalty: 5507.230469
	Iteration 40F: 3 clusters Score -9819065 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -9819243.000000 Penalty: 5507.230469
	Iteration 41Q: 3 clusters Score -9819243 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -9819459.000000 Penalty: 5507.230469
	Iteration 42Q: 3 clusters Score -9819459 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -9819690.000000 Penalty: 5507.230469
	Iteration 43Q: 3 clusters Score -9819690 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -9819923.000000 Penalty: 5507.230469
	Iteration 44Q: 3 clusters Score -9819923 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -9820120.000000 Penalty: 5507.230469
	Iteration 45Q: 3 clusters Score -9820120 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -9820374.000000 Penalty: 5507.230469
	Iteration 46Q: 3 clusters Score -9820374 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -9820569.000000 Penalty: 5507.230469
	Iteration 47Q: 3 clusters Score -9820569 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -9820752.000000 Penalty: 5507.230469
	Iteration 48Q: 3 clusters Score -9820752 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -9820916.000000 Penalty: 5507.230469
	Iteration 49Q: 3 clusters Score -9820916 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -9821077.000000 Penalty: 5507.230469
	Iteration 50Q: 3 clusters Score -9821077 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -9821235.000000 Penalty: 5507.230469
	Iteration 51Q: 3 clusters Score -9821235 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -9821327.000000 Penalty: 5507.230469
	Iteration 52Q: 3 clusters Score -9821327 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -9821442.000000 Penalty: 5507.230469
	Iteration 53Q: 3 clusters Score -9821442 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -9821516.000000 Penalty: 5507.230469
	Iteration 54Q: 3 clusters Score -9821516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9821596.000000 Penalty: 5507.230469
	Iteration 55Q: 3 clusters Score -9821596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -9821653.000000 Penalty: 5507.230469
	Iteration 56Q: 3 clusters Score -9821653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -9821720.000000 Penalty: 5507.230469
	Iteration 57Q: 3 clusters Score -9821720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -9821766.000000 Penalty: 5507.230469
	Iteration 58Q: 3 clusters Score -9821766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -9821816.000000 Penalty: 5507.230469
	Iteration 59Q: 3 clusters Score -9821816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -9821838.000000 Penalty: 5507.230469
	Iteration 60F: 3 clusters Score -9821838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -9821869.000000 Penalty: 5507.230469
	Iteration 61Q: 3 clusters Score -9821869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -9821882.000000 Penalty: 5507.230469
	Iteration 62Q: 3 clusters Score -9821882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -9821898.000000 Penalty: 5507.230469
	Iteration 63Q: 3 clusters Score -9821898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -9821914.000000 Penalty: 5507.230469
	Iteration 64Q: 3 clusters Score -9821914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -9821926.000000 Penalty: 5507.230469
	Iteration 65Q: 3 clusters Score -9821926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -9821919.000000 Penalty: 5507.230469
	Iteration 66Q: 3 clusters Score -9821919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -9821917.000000 Penalty: 5507.230469
	Iteration 67Q: 3 clusters Score -9821917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -9821929.000000 Penalty: 5507.230469
	Iteration 68Q: 3 clusters Score -9821929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -9821933.000000 Penalty: 5507.230469
	Iteration 69Q: 3 clusters Score -9821933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -9821930.000000 Penalty: 5507.230469
	Iteration 70Q: 3 clusters Score -9821930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -9821945.000000 Penalty: 5507.230469
	Iteration 71Q: 3 clusters Score -9821945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -9821950.000000 Penalty: 5507.230469
	Iteration 72Q: 3 clusters Score -9821950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -9821946.000000 Penalty: 5507.230469
	Iteration 73Q: 3 clusters Score -9821946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9821953.000000 Penalty: 5507.230469
	Iteration 74Q: 3 clusters Score -9821953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -9821953.000000 Penalty: 5507.230469
	Iteration 75Q: 3 clusters Score -9821953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -9821954.000000 Penalty: 5507.230469
	Iteration 76Q: 3 clusters Score -9821954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -9821954.000000 Penalty: 5507.230469
	Iteration 77Q: 3 clusters Score -9821954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -9821948.000000 Penalty: 5507.230469
	Iteration 78Q: 3 clusters Score -9821948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -9821947.000000 Penalty: 5507.230469
	Iteration 79Q: 3 clusters Score -9821947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -9821945.000000 Penalty: 5507.230469
	Iteration 80F: 3 clusters Score -9821945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -9821949.000000 Penalty: 5507.230469
	Iteration 81Q: 3 clusters Score -9821949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -9821957.000000 Penalty: 5507.230469
	Iteration 82Q: 3 clusters Score -9821957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -9821966.000000 Penalty: 5507.230469
	Iteration 83Q: 3 clusters Score -9821966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -9821967.000000 Penalty: 5507.230469
	Iteration 84Q: 3 clusters Score -9821967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -9821974.000000 Penalty: 5507.230469
	Iteration 85Q: 3 clusters Score -9821974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -9821978.000000 Penalty: 5507.230469
	Iteration 86Q: 3 clusters Score -9821978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -9821969.000000 Penalty: 5507.230469
	Iteration 87Q: 3 clusters Score -9821969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -9821974.000000 Penalty: 5507.230469
	Iteration 88Q: 3 clusters Score -9821974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -9821980.000000 Penalty: 5507.230469
	Iteration 89Q: 3 clusters Score -9821980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -9821978.000000 Penalty: 5507.230469
	Iteration 90Q: 3 clusters Score -9821978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9821978.000000 Penalty: 5507.230469
	Iteration 91Q: 3 clusters Score -9821978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9821978.000000 Penalty: 5507.230469
	Iteration 92F: 3 clusters Score -9821978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60689.742188 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60689.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60834.843750 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60834.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60878.121094 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60878.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60901.472656 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60901.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60913.714844 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60913.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60916.621094 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -60916.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60918.703125 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -60918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60918.703125 Penalty: 3024.645020
	Iteration 7F: 3 clusters Score -60918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -945698.062500 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -945698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -939930.187500 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -939930.2 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -941492.750000 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -941492.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -941848.687500 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -941848.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -942084.437500 Penalty: 4389.429688
	Iteration 3F: 3 clusters Score -942084.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -942265.187500 Penalty: 4389.429688
	Iteration 4Q: 3 clusters Score -942265.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -942423.875000 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -942423.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -942556.750000 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -942556.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -942677.125000 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -942677.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -942833.937500 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -942833.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -943033.000000 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -943033 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -943228.187500 Penalty: 4389.429688
	Iteration 10Q: 3 clusters Score -943228.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -943423.937500 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -943423.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -943610.937500 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -943610.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -943803.500000 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -943803.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -943962.250000 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -943962.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -944097.687500 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -944097.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -944202.875000 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -944202.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -944271.562500 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -944271.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -944321.250000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -944321.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -944349.937500 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -944349.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -944370.000000 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -944370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -944392.187500 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -944392.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -944408.562500 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -944408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -944420.812500 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -944420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -944428.937500 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -944428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -944432.500000 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -944432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -944434.750000 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -944434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -944436.312500 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -944436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -944437.125000 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -944437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -944440.812500 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -944440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -944439.375000 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -944439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -944442.437500 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -944442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -944442.625000 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -944442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -944445.187500 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -944445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -944446.187500 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -944446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -944447.000000 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -944447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -944447.000000 Penalty: 4389.429688
	Iteration 36F: 3 clusters Score -944447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Entering Unmasked Estep 
Score: -8237732.000000 Penalty: 2711.379395
	Iteration 0F: 2 clusters Score -8237732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -8199902.500000 Penalty: 5422.758789
	Iteration 0F: 3 clusters Score -8199902 nChanged 25961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8214480.500000 Penalty: 5422.758789
	Iteration 1F: 3 clusters Score -8214480 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -8214978.000000 Penalty: 5422.758789
	Iteration 2Q: 3 clusters Score -8214978 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8215459.500000 Penalty: 5422.758789
	Iteration 3Q: 3 clusters Score -8215460 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -8215947.000000 Penalty: 5422.758789
	Iteration 4Q: 3 clusters Score -8215947 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -8216668.000000 Penalty: 5422.758789
	Iteration 5Q: 3 clusters Score -8216668 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8217845.000000 Penalty: 5422.758789
	Iteration 6Q: 3 clusters Score -8217845 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -8219694.000000 Penalty: 5422.758789
	Iteration 7F: 3 clusters Score -8219694 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -8222672.500000 Penalty: 5422.758789
	Iteration 8F: 3 clusters Score -8222672 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8226538.000000 Penalty: 5422.758789
	Iteration 9F: 3 clusters Score -8226538 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8230329.000000 Penalty: 5422.758789
	Iteration 10F: 3 clusters Score -8230329 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8233052.000000 Penalty: 5422.758789
	Iteration 11F: 3 clusters Score -8233052 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8234313.500000 Penalty: 5422.758789
	Iteration 12Q: 3 clusters Score -8234314 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8234795.000000 Penalty: 5422.758789
	Iteration 13Q: 3 clusters Score -8234795 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8235044.500000 Penalty: 5422.758789
	Iteration 14Q: 3 clusters Score -8235044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8235145.000000 Penalty: 5422.758789
	Iteration 15Q: 3 clusters Score -8235145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8235201.000000 Penalty: 5422.758789
	Iteration 16Q: 3 clusters Score -8235201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8235223.500000 Penalty: 5422.758789
	Iteration 17Q: 3 clusters Score -8235224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8235257.000000 Penalty: 5422.758789
	Iteration 18Q: 3 clusters Score -8235257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8235260.000000 Penalty: 5422.758789
	Iteration 19Q: 3 clusters Score -8235260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8235267.000000 Penalty: 5422.758789
	Iteration 20F: 3 clusters Score -8235267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8235274.500000 Penalty: 5422.758789
	Iteration 21Q: 3 clusters Score -8235274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8235272.000000 Penalty: 5422.758789
	Iteration 22Q: 3 clusters Score -8235272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8235275.000000 Penalty: 5422.758789
	Iteration 23Q: 3 clusters Score -8235275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8235278.000000 Penalty: 5422.758789
	Iteration 24Q: 3 clusters Score -8235278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8235279.000000 Penalty: 5422.758789
	Iteration 25Q: 3 clusters Score -8235279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8235283.000000 Penalty: 5422.758789
	Iteration 26Q: 3 clusters Score -8235283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8235283.000000 Penalty: 5422.758789
	Iteration 27F: 3 clusters Score -8235283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Entering Unmasked Estep 
Score: -4106954.000000 Penalty: 2546.608398
	Iteration 0F: 2 clusters Score -4106954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4087109.250000 Penalty: 5093.216797
	Iteration 0F: 3 clusters Score -4087109 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4094111.000000 Penalty: 5093.216797
	Iteration 1F: 3 clusters Score -4094111 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4094592.250000 Penalty: 5093.216797
	Iteration 2Q: 3 clusters Score -4094592 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4095024.750000 Penalty: 5093.216797
	Iteration 3Q: 3 clusters Score -4095025 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4095511.500000 Penalty: 5093.216797
	Iteration 4Q: 3 clusters Score -4095512 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4096074.750000 Penalty: 5093.216797
	Iteration 5Q: 3 clusters Score -4096075 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4096750.500000 Penalty: 5093.216797
	Iteration 6Q: 3 clusters Score -4096750 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4097754.750000 Penalty: 5093.216797
	Iteration 7F: 3 clusters Score -4097755 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4099041.250000 Penalty: 5093.216797
	Iteration 8F: 3 clusters Score -4099041 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4100619.750000 Penalty: 5093.216797
	Iteration 9F: 3 clusters Score -4100620 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4102124.750000 Penalty: 5093.216797
	Iteration 10F: 3 clusters Score -4102125 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -4103347.000000 Penalty: 5093.216797
	Iteration 11Q: 3 clusters Score -4103347 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4104073.000000 Penalty: 5093.216797
	Iteration 12Q: 3 clusters Score -4104073 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4104405.500000 Penalty: 5093.216797
	Iteration 13Q: 3 clusters Score -4104406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4104607.750000 Penalty: 5093.216797
	Iteration 14Q: 3 clusters Score -4104608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4104709.000000 Penalty: 5093.216797
	Iteration 15Q: 3 clusters Score -4104709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4104771.500000 Penalty: 5093.216797
	Iteration 16Q: 3 clusters Score -4104772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4104808.750000 Penalty: 5093.216797
	Iteration 17Q: 3 clusters Score -4104809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4104843.500000 Penalty: 5093.216797
	Iteration 18Q: 3 clusters Score -4104844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4104856.250000 Penalty: 5093.216797
	Iteration 19Q: 3 clusters Score -4104856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4104877.250000 Penalty: 5093.216797
	Iteration 20F: 3 clusters Score -4104877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4104883.750000 Penalty: 5093.216797
	Iteration 21Q: 3 clusters Score -4104884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4104906.750000 Penalty: 5093.216797
	Iteration 22Q: 3 clusters Score -4104907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4104914.500000 Penalty: 5093.216797
	Iteration 23Q: 3 clusters Score -4104914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4104931.250000 Penalty: 5093.216797
	Iteration 24Q: 3 clusters Score -4104931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -4104938.000000 Penalty: 5093.216797
	Iteration 25Q: 3 clusters Score -4104938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4104949.500000 Penalty: 5093.216797
	Iteration 26Q: 3 clusters Score -4104950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4104967.500000 Penalty: 5093.216797
	Iteration 27Q: 3 clusters Score -4104968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4104974.000000 Penalty: 5093.216797
	Iteration 28Q: 3 clusters Score -4104974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4104988.250000 Penalty: 5093.216797
	Iteration 29Q: 3 clusters Score -4104988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4104998.250000 Penalty: 5093.216797
	Iteration 30Q: 3 clusters Score -4104998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4105000.500000 Penalty: 5093.216797
	Iteration 31Q: 3 clusters Score -4105000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4105014.250000 Penalty: 5093.216797
	Iteration 32Q: 3 clusters Score -4105014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4105024.000000 Penalty: 5093.216797
	Iteration 33Q: 3 clusters Score -4105024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4105030.000000 Penalty: 5093.216797
	Iteration 34Q: 3 clusters Score -4105030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4105038.750000 Penalty: 5093.216797
	Iteration 35Q: 3 clusters Score -4105039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4105044.500000 Penalty: 5093.216797
	Iteration 36Q: 3 clusters Score -4105044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -4105041.000000 Penalty: 5093.216797
	Iteration 37Q: 3 clusters Score -4105041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4105040.750000 Penalty: 5093.216797
	Iteration 38Q: 3 clusters Score -4105041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4105042.250000 Penalty: 5093.216797
	Iteration 39Q: 3 clusters Score -4105042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4105042.250000 Penalty: 5093.216797
	Iteration 40F: 3 clusters Score -4105042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Entering Unmasked Estep 
Score: -6413848.500000 Penalty: 2648.208740
	Iteration 0F: 2 clusters Score -6413848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -6384537.000000 Penalty: 5296.417480
	Iteration 0F: 3 clusters Score -6384537 nChanged 19679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6395473.500000 Penalty: 5296.417480
	Iteration 1F: 3 clusters Score -6395474 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -6396037.000000 Penalty: 5296.417480
	Iteration 2Q: 3 clusters Score -6396037 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6396641.000000 Penalty: 5296.417480
	Iteration 3Q: 3 clusters Score -6396641 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6397293.500000 Penalty: 5296.417480
	Iteration 4Q: 3 clusters Score -6397294 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6398155.500000 Penalty: 5296.417480
	Iteration 5Q: 3 clusters Score -6398156 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6399360.500000 Penalty: 5296.417480
	Iteration 6F: 3 clusters Score -6399360 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -6400956.000000 Penalty: 5296.417480
	Iteration 7F: 3 clusters Score -6400956 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6403039.500000 Penalty: 5296.417480
	Iteration 8F: 3 clusters Score -6403040 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6405139.000000 Penalty: 5296.417480
	Iteration 9F: 3 clusters Score -6405139 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -6407163.500000 Penalty: 5296.417480
	Iteration 10F: 3 clusters Score -6407164 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -6408629.000000 Penalty: 5296.417480
	Iteration 11Q: 3 clusters Score -6408629 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -6409604.000000 Penalty: 5296.417480
	Iteration 12Q: 3 clusters Score -6409604 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -6410346.500000 Penalty: 5296.417480
	Iteration 13Q: 3 clusters Score -6410346 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -6410748.500000 Penalty: 5296.417480
	Iteration 14Q: 3 clusters Score -6410748 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -6410995.500000 Penalty: 5296.417480
	Iteration 15Q: 3 clusters Score -6410996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6411198.000000 Penalty: 5296.417480
	Iteration 16Q: 3 clusters Score -6411198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -6411302.500000 Penalty: 5296.417480
	Iteration 17Q: 3 clusters Score -6411302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -6411361.500000 Penalty: 5296.417480
	Iteration 18Q: 3 clusters Score -6411362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -6411431.000000 Penalty: 5296.417480
	Iteration 19Q: 3 clusters Score -6411431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6411478.000000 Penalty: 5296.417480
	Iteration 20F: 3 clusters Score -6411478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6411508.000000 Penalty: 5296.417480
	Iteration 21Q: 3 clusters Score -6411508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -6411532.000000 Penalty: 5296.417480
	Iteration 22Q: 3 clusters Score -6411532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -6411546.500000 Penalty: 5296.417480
	Iteration 23Q: 3 clusters Score -6411546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6411566.500000 Penalty: 5296.417480
	Iteration 24Q: 3 clusters Score -6411566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6411578.500000 Penalty: 5296.417480
	Iteration 25Q: 3 clusters Score -6411578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -6411588.000000 Penalty: 5296.417480
	Iteration 26Q: 3 clusters Score -6411588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -6411604.000000 Penalty: 5296.417480
	Iteration 27Q: 3 clusters Score -6411604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -6411601.500000 Penalty: 5296.417480
	Iteration 28Q: 3 clusters Score -6411602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6411599.500000 Penalty: 5296.417480
	Iteration 29Q: 3 clusters Score -6411600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -6411602.500000 Penalty: 5296.417480
	Iteration 30Q: 3 clusters Score -6411602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -6411608.500000 Penalty: 5296.417480
	Iteration 31Q: 3 clusters Score -6411608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -6411607.000000 Penalty: 5296.417480
	Iteration 32Q: 3 clusters Score -6411607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6411611.000000 Penalty: 5296.417480
	Iteration 33Q: 3 clusters Score -6411611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -6411608.500000 Penalty: 5296.417480
	Iteration 34Q: 3 clusters Score -6411608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6411614.000000 Penalty: 5296.417480
	Iteration 35Q: 3 clusters Score -6411614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -6411614.500000 Penalty: 5296.417480
	Iteration 36Q: 3 clusters Score -6411614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6411619.500000 Penalty: 5296.417480
	Iteration 37Q: 3 clusters Score -6411620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -6411623.500000 Penalty: 5296.417480
	Iteration 38Q: 3 clusters Score -6411624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -6411617.000000 Penalty: 5296.417480
	Iteration 39Q: 3 clusters Score -6411617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -6411624.500000 Penalty: 5296.417480
	Iteration 40F: 3 clusters Score -6411624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6411622.500000 Penalty: 5296.417480
	Iteration 41Q: 3 clusters Score -6411622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6411622.500000 Penalty: 5296.417480
	Iteration 42F: 3 clusters Score -6411622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Entering Unmasked Estep 
Score: -1662279.625000 Penalty: 2327.158936
	Iteration 0F: 2 clusters Score -1662280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1653405.875000 Penalty: 4654.317871
	Iteration 0F: 3 clusters Score -1653406 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1656202.000000 Penalty: 4654.317871
	Iteration 1F: 3 clusters Score -1656202 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1656642.500000 Penalty: 4654.317871
	Iteration 2F: 3 clusters Score -1656642 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1656962.375000 Penalty: 4654.317871
	Iteration 3F: 3 clusters Score -1656962 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1657224.375000 Penalty: 4654.317871
	Iteration 4Q: 3 clusters Score -1657224 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1657455.625000 Penalty: 4654.317871
	Iteration 5Q: 3 clusters Score -1657456 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1657666.250000 Penalty: 4654.317871
	Iteration 6Q: 3 clusters Score -1657666 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1657844.375000 Penalty: 4654.317871
	Iteration 7Q: 3 clusters Score -1657844 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1658062.125000 Penalty: 4654.317871
	Iteration 8Q: 3 clusters Score -1658062 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1658324.875000 Penalty: 4654.317871
	Iteration 9Q: 3 clusters Score -1658325 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1658600.750000 Penalty: 4654.317871
	Iteration 10Q: 3 clusters Score -1658601 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1658922.000000 Penalty: 4654.317871
	Iteration 11Q: 3 clusters Score -1658922 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1659211.625000 Penalty: 4654.317871
	Iteration 12Q: 3 clusters Score -1659212 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1659459.750000 Penalty: 4654.317871
	Iteration 13Q: 3 clusters Score -1659460 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1659680.000000 Penalty: 4654.317871
	Iteration 14Q: 3 clusters Score -1659680 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1659872.875000 Penalty: 4654.317871
	Iteration 15Q: 3 clusters Score -1659873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1660038.250000 Penalty: 4654.317871
	Iteration 16Q: 3 clusters Score -1660038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1660152.750000 Penalty: 4654.317871
	Iteration 17Q: 3 clusters Score -1660153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1660241.375000 Penalty: 4654.317871
	Iteration 18Q: 3 clusters Score -1660241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1660296.625000 Penalty: 4654.317871
	Iteration 19Q: 3 clusters Score -1660297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1660339.000000 Penalty: 4654.317871
	Iteration 20F: 3 clusters Score -1660339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1660378.125000 Penalty: 4654.317871
	Iteration 21Q: 3 clusters Score -1660378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1660422.125000 Penalty: 4654.317871
	Iteration 22Q: 3 clusters Score -1660422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1660453.500000 Penalty: 4654.317871
	Iteration 23Q: 3 clusters Score -1660454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1660478.125000 Penalty: 4654.317871
	Iteration 24Q: 3 clusters Score -1660478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1660511.375000 Penalty: 4654.317871
	Iteration 25Q: 3 clusters Score -1660511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1660544.125000 Penalty: 4654.317871
	Iteration 26Q: 3 clusters Score -1660544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1660557.875000 Penalty: 4654.317871
	Iteration 27Q: 3 clusters Score -1660558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1660571.500000 Penalty: 4654.317871
	Iteration 28Q: 3 clusters Score -1660572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1660580.125000 Penalty: 4654.317871
	Iteration 29Q: 3 clusters Score -1660580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1660585.750000 Penalty: 4654.317871
	Iteration 30Q: 3 clusters Score -1660586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1660598.750000 Penalty: 4654.317871
	Iteration 31Q: 3 clusters Score -1660599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1660607.875000 Penalty: 4654.317871
	Iteration 32Q: 3 clusters Score -1660608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1660610.000000 Penalty: 4654.317871
	Iteration 33Q: 3 clusters Score -1660610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1660614.375000 Penalty: 4654.317871
	Iteration 34Q: 3 clusters Score -1660614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1660617.875000 Penalty: 4654.317871
	Iteration 35Q: 3 clusters Score -1660618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1660618.750000 Penalty: 4654.317871
	Iteration 36Q: 3 clusters Score -1660619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1660621.500000 Penalty: 4654.317871
	Iteration 37Q: 3 clusters Score -1660622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1660622.125000 Penalty: 4654.317871
	Iteration 38Q: 3 clusters Score -1660622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1660624.500000 Penalty: 4654.317871
	Iteration 39Q: 3 clusters Score -1660624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1660626.750000 Penalty: 4654.317871
	Iteration 40F: 3 clusters Score -1660627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1660626.375000 Penalty: 4654.317871
	Iteration 41Q: 3 clusters Score -1660626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1660624.750000 Penalty: 4654.317871
	Iteration 42Q: 3 clusters Score -1660625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1660626.000000 Penalty: 4654.317871
	Iteration 43Q: 3 clusters Score -1660626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1660626.000000 Penalty: 4654.317871
	Iteration 44F: 3 clusters Score -1660626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -842445.187500 Penalty: 2150.351562
	Iteration 0F: 2 clusters Score -842445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -837439.937500 Penalty: 4300.703125
	Iteration 0F: 3 clusters Score -837439.9 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -838627.750000 Penalty: 4300.703125
	Iteration 1F: 3 clusters Score -838627.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -838837.875000 Penalty: 4300.703125
	Iteration 2F: 3 clusters Score -838837.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -838983.187500 Penalty: 4300.703125
	Iteration 3Q: 3 clusters Score -838983.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -839066.062500 Penalty: 4300.703125
	Iteration 4Q: 3 clusters Score -839066.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -839120.625000 Penalty: 4300.703125
	Iteration 5Q: 3 clusters Score -839120.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -839165.312500 Penalty: 4300.703125
	Iteration 6Q: 3 clusters Score -839165.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -839191.250000 Penalty: 4300.703125
	Iteration 7Q: 3 clusters Score -839191.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -839212.000000 Penalty: 4300.703125
	Iteration 8Q: 3 clusters Score -839212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -839238.500000 Penalty: 4300.703125
	Iteration 9Q: 3 clusters Score -839238.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -839255.875000 Penalty: 4300.703125
	Iteration 10Q: 3 clusters Score -839255.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -839275.000000 Penalty: 4300.703125
	Iteration 11Q: 3 clusters Score -839275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -839290.687500 Penalty: 4300.703125
	Iteration 12Q: 3 clusters Score -839290.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -839301.812500 Penalty: 4300.703125
	Iteration 13Q: 3 clusters Score -839301.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -839317.125000 Penalty: 4300.703125
	Iteration 14Q: 3 clusters Score -839317.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -839326.375000 Penalty: 4300.703125
	Iteration 15Q: 3 clusters Score -839326.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -839337.187500 Penalty: 4300.703125
	Iteration 16Q: 3 clusters Score -839337.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -839345.687500 Penalty: 4300.703125
	Iteration 17Q: 3 clusters Score -839345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -839349.250000 Penalty: 4300.703125
	Iteration 18Q: 3 clusters Score -839349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -839355.625000 Penalty: 4300.703125
	Iteration 19Q: 3 clusters Score -839355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -839358.625000 Penalty: 4300.703125
	Iteration 20F: 3 clusters Score -839358.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -839367.000000 Penalty: 4300.703125
	Iteration 21Q: 3 clusters Score -839367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -839372.500000 Penalty: 4300.703125
	Iteration 22Q: 3 clusters Score -839372.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -839378.875000 Penalty: 4300.703125
	Iteration 23Q: 3 clusters Score -839378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -839385.437500 Penalty: 4300.703125
	Iteration 24Q: 3 clusters Score -839385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -839395.687500 Penalty: 4300.703125
	Iteration 25Q: 3 clusters Score -839395.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -839402.562500 Penalty: 4300.703125
	Iteration 26Q: 3 clusters Score -839402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -839410.687500 Penalty: 4300.703125
	Iteration 27Q: 3 clusters Score -839410.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -839422.562500 Penalty: 4300.703125
	Iteration 28Q: 3 clusters Score -839422.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -839433.625000 Penalty: 4300.703125
	Iteration 29Q: 3 clusters Score -839433.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -839441.375000 Penalty: 4300.703125
	Iteration 30Q: 3 clusters Score -839441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -839452.250000 Penalty: 4300.703125
	Iteration 31Q: 3 clusters Score -839452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -839459.062500 Penalty: 4300.703125
	Iteration 32Q: 3 clusters Score -839459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -839464.000000 Penalty: 4300.703125
	Iteration 33Q: 3 clusters Score -839464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -839470.250000 Penalty: 4300.703125
	Iteration 34Q: 3 clusters Score -839470.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -839480.437500 Penalty: 4300.703125
	Iteration 35Q: 3 clusters Score -839480.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -839490.312500 Penalty: 4300.703125
	Iteration 36Q: 3 clusters Score -839490.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -839501.937500 Penalty: 4300.703125
	Iteration 37Q: 3 clusters Score -839501.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -839512.187500 Penalty: 4300.703125
	Iteration 38Q: 3 clusters Score -839512.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -839525.312500 Penalty: 4300.703125
	Iteration 39Q: 3 clusters Score -839525.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -839543.687500 Penalty: 4300.703125
	Iteration 40F: 3 clusters Score -839543.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -839560.937500 Penalty: 4300.703125
	Iteration 41Q: 3 clusters Score -839560.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -839582.500000 Penalty: 4300.703125
	Iteration 42Q: 3 clusters Score -839582.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -839604.812500 Penalty: 4300.703125
	Iteration 43Q: 3 clusters Score -839604.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -839631.937500 Penalty: 4300.703125
	Iteration 44Q: 3 clusters Score -839631.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -839654.500000 Penalty: 4300.703125
	Iteration 45Q: 3 clusters Score -839654.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -839684.687500 Penalty: 4300.703125
	Iteration 46Q: 3 clusters Score -839684.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -839710.625000 Penalty: 4300.703125
	Iteration 47Q: 3 clusters Score -839710.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -839743.437500 Penalty: 4300.703125
	Iteration 48Q: 3 clusters Score -839743.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -839781.937500 Penalty: 4300.703125
	Iteration 49Q: 3 clusters Score -839781.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -839818.937500 Penalty: 4300.703125
	Iteration 50Q: 3 clusters Score -839818.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -839860.562500 Penalty: 4300.703125
	Iteration 51Q: 3 clusters Score -839860.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -839910.375000 Penalty: 4300.703125
	Iteration 52Q: 3 clusters Score -839910.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -839973.750000 Penalty: 4300.703125
	Iteration 53Q: 3 clusters Score -839973.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -840044.375000 Penalty: 4300.703125
	Iteration 54Q: 3 clusters Score -840044.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -840114.187500 Penalty: 4300.703125
	Iteration 55Q: 3 clusters Score -840114.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -840182.375000 Penalty: 4300.703125
	Iteration 56Q: 3 clusters Score -840182.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -840247.625000 Penalty: 4300.703125
	Iteration 57Q: 3 clusters Score -840247.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -840317.812500 Penalty: 4300.703125
	Iteration 58Q: 3 clusters Score -840317.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -840378.687500 Penalty: 4300.703125
	Iteration 59Q: 3 clusters Score -840378.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -840413.812500 Penalty: 4300.703125
	Iteration 60F: 3 clusters Score -840413.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -840437.625000 Penalty: 4300.703125
	Iteration 61Q: 3 clusters Score -840437.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -840458.312500 Penalty: 4300.703125
	Iteration 62Q: 3 clusters Score -840458.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -840477.625000 Penalty: 4300.703125
	Iteration 63Q: 3 clusters Score -840477.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -840497.437500 Penalty: 4300.703125
	Iteration 64Q: 3 clusters Score -840497.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -840516.062500 Penalty: 4300.703125
	Iteration 65Q: 3 clusters Score -840516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -840531.250000 Penalty: 4300.703125
	Iteration 66Q: 3 clusters Score -840531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -840537.250000 Penalty: 4300.703125
	Iteration 67Q: 3 clusters Score -840537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -840544.562500 Penalty: 4300.703125
	Iteration 68Q: 3 clusters Score -840544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -840554.312500 Penalty: 4300.703125
	Iteration 69Q: 3 clusters Score -840554.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -840568.250000 Penalty: 4300.703125
	Iteration 70Q: 3 clusters Score -840568.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -840581.062500 Penalty: 4300.703125
	Iteration 71Q: 3 clusters Score -840581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -840586.812500 Penalty: 4300.703125
	Iteration 72Q: 3 clusters Score -840586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -840591.500000 Penalty: 4300.703125
	Iteration 73Q: 3 clusters Score -840591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -840595.750000 Penalty: 4300.703125
	Iteration 74Q: 3 clusters Score -840595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -840599.750000 Penalty: 4300.703125
	Iteration 75Q: 3 clusters Score -840599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -840603.187500 Penalty: 4300.703125
	Iteration 76Q: 3 clusters Score -840603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -840604.000000 Penalty: 4300.703125
	Iteration 77Q: 3 clusters Score -840604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -840604.500000 Penalty: 4300.703125
	Iteration 78Q: 3 clusters Score -840604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -840604.000000 Penalty: 4300.703125
	Iteration 79Q: 3 clusters Score -840604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -840610.062500 Penalty: 4300.703125
	Iteration 80F: 3 clusters Score -840610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -840612.687500 Penalty: 4300.703125
	Iteration 81Q: 3 clusters Score -840612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -840612.687500 Penalty: 4300.703125
	Iteration 82F: 3 clusters Score -840612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -2915997.250000 Penalty: 2469.107910
	Iteration 0F: 2 clusters Score -2915997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2901224.000000 Penalty: 4938.215820
	Iteration 0F: 3 clusters Score -2901224 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2906187.500000 Penalty: 4938.215820
	Iteration 1F: 3 clusters Score -2906188 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2906679.250000 Penalty: 4938.215820
	Iteration 2F: 3 clusters Score -2906679 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2907148.750000 Penalty: 4938.215820
	Iteration 3F: 3 clusters Score -2907149 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2907606.500000 Penalty: 4938.215820
	Iteration 4Q: 3 clusters Score -2907606 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2908135.750000 Penalty: 4938.215820
	Iteration 5Q: 3 clusters Score -2908136 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2908646.250000 Penalty: 4938.215820
	Iteration 6Q: 3 clusters Score -2908646 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2909128.250000 Penalty: 4938.215820
	Iteration 7Q: 3 clusters Score -2909128 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2909558.750000 Penalty: 4938.215820
	Iteration 8Q: 3 clusters Score -2909559 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2909972.750000 Penalty: 4938.215820
	Iteration 9Q: 3 clusters Score -2909973 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2910373.000000 Penalty: 4938.215820
	Iteration 10Q: 3 clusters Score -2910373 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2910757.250000 Penalty: 4938.215820
	Iteration 11Q: 3 clusters Score -2910757 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2911091.250000 Penalty: 4938.215820
	Iteration 12Q: 3 clusters Score -2911091 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2911409.250000 Penalty: 4938.215820
	Iteration 13Q: 3 clusters Score -2911409 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2911696.000000 Penalty: 4938.215820
	Iteration 14Q: 3 clusters Score -2911696 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2911956.250000 Penalty: 4938.215820
	Iteration 15Q: 3 clusters Score -2911956 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2912178.000000 Penalty: 4938.215820
	Iteration 16Q: 3 clusters Score -2912178 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2912346.000000 Penalty: 4938.215820
	Iteration 17Q: 3 clusters Score -2912346 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2912462.250000 Penalty: 4938.215820
	Iteration 18Q: 3 clusters Score -2912462 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2912525.750000 Penalty: 4938.215820
	Iteration 19Q: 3 clusters Score -2912526 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2912579.750000 Penalty: 4938.215820
	Iteration 20F: 3 clusters Score -2912580 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2912635.750000 Penalty: 4938.215820
	Iteration 21Q: 3 clusters Score -2912636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2912683.500000 Penalty: 4938.215820
	Iteration 22Q: 3 clusters Score -2912684 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2912724.250000 Penalty: 4938.215820
	Iteration 23Q: 3 clusters Score -2912724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2912759.000000 Penalty: 4938.215820
	Iteration 24Q: 3 clusters Score -2912759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2912788.000000 Penalty: 4938.215820
	Iteration 25Q: 3 clusters Score -2912788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2912829.250000 Penalty: 4938.215820
	Iteration 26Q: 3 clusters Score -2912829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2912855.750000 Penalty: 4938.215820
	Iteration 27Q: 3 clusters Score -2912856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2912869.750000 Penalty: 4938.215820
	Iteration 28Q: 3 clusters Score -2912870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2912895.750000 Penalty: 4938.215820
	Iteration 29Q: 3 clusters Score -2912896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2912920.750000 Penalty: 4938.215820
	Iteration 30Q: 3 clusters Score -2912921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2912933.250000 Penalty: 4938.215820
	Iteration 31Q: 3 clusters Score -2912933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2912945.250000 Penalty: 4938.215820
	Iteration 32Q: 3 clusters Score -2912945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2912951.250000 Penalty: 4938.215820
	Iteration 33Q: 3 clusters Score -2912951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2912964.750000 Penalty: 4938.215820
	Iteration 34Q: 3 clusters Score -2912965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2912973.500000 Penalty: 4938.215820
	Iteration 35Q: 3 clusters Score -2912974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2912976.500000 Penalty: 4938.215820
	Iteration 36Q: 3 clusters Score -2912976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2912982.250000 Penalty: 4938.215820
	Iteration 37Q: 3 clusters Score -2912982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2912989.250000 Penalty: 4938.215820
	Iteration 38Q: 3 clusters Score -2912989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2912998.250000 Penalty: 4938.215820
	Iteration 39Q: 3 clusters Score -2912998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2913005.250000 Penalty: 4938.215820
	Iteration 40F: 3 clusters Score -2913005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2912997.750000 Penalty: 4938.215820
	Iteration 41Q: 3 clusters Score -2912998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2913006.000000 Penalty: 4938.215820
	Iteration 42Q: 3 clusters Score -2913006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2913014.500000 Penalty: 4938.215820
	Iteration 43Q: 3 clusters Score -2913014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2913017.250000 Penalty: 4938.215820
	Iteration 44Q: 3 clusters Score -2913017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2913013.750000 Penalty: 4938.215820
	Iteration 45Q: 3 clusters Score -2913014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2913011.750000 Penalty: 4938.215820
	Iteration 46Q: 3 clusters Score -2913012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2913008.750000 Penalty: 4938.215820
	Iteration 47Q: 3 clusters Score -2913009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2913012.500000 Penalty: 4938.215820
	Iteration 48Q: 3 clusters Score -2913012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2913012.750000 Penalty: 4938.215820
	Iteration 49Q: 3 clusters Score -2913013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2913017.750000 Penalty: 4938.215820
	Iteration 50Q: 3 clusters Score -2913018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2913017.250000 Penalty: 4938.215820
	Iteration 51Q: 3 clusters Score -2913017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2913013.000000 Penalty: 4938.215820
	Iteration 52Q: 3 clusters Score -2913013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2913014.250000 Penalty: 4938.215820
	Iteration 53Q: 3 clusters Score -2913014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2913015.750000 Penalty: 4938.215820
	Iteration 54Q: 3 clusters Score -2913016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2913018.500000 Penalty: 4938.215820
	Iteration 55Q: 3 clusters Score -2913018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2913020.750000 Penalty: 4938.215820
	Iteration 56Q: 3 clusters Score -2913021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2913022.000000 Penalty: 4938.215820
	Iteration 57Q: 3 clusters Score -2913022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2913024.000000 Penalty: 4938.215820
	Iteration 58Q: 3 clusters Score -2913024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2913024.000000 Penalty: 4938.215820
	Iteration 59F: 3 clusters Score -2913024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -339360.500000 Penalty: 1940.660889
	Iteration 0F: 2 clusters Score -339360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -336401.781250 Penalty: 3881.321777
	Iteration 0F: 3 clusters Score -336401.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -336893.406250 Penalty: 3881.321777
	Iteration 1F: 3 clusters Score -336893.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -337030.593750 Penalty: 3881.321777
	Iteration 2F: 3 clusters Score -337030.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -337134.156250 Penalty: 3881.321777
	Iteration 3F: 3 clusters Score -337134.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -337218.656250 Penalty: 3881.321777
	Iteration 4Q: 3 clusters Score -337218.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -337321.468750 Penalty: 3881.321777
	Iteration 5Q: 3 clusters Score -337321.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -337446.031250 Penalty: 3881.321777
	Iteration 6Q: 3 clusters Score -337446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -337587.468750 Penalty: 3881.321777
	Iteration 7Q: 3 clusters Score -337587.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -337755.218750 Penalty: 3881.321777
	Iteration 8F: 3 clusters Score -337755.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -337893.593750 Penalty: 3881.321777
	Iteration 9F: 3 clusters Score -337893.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -338005.687500 Penalty: 3881.321777
	Iteration 10Q: 3 clusters Score -338005.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -338098.187500 Penalty: 3881.321777
	Iteration 11Q: 3 clusters Score -338098.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -338161.312500 Penalty: 3881.321777
	Iteration 12Q: 3 clusters Score -338161.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -338225.531250 Penalty: 3881.321777
	Iteration 13Q: 3 clusters Score -338225.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -338282.656250 Penalty: 3881.321777
	Iteration 14Q: 3 clusters Score -338282.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -338320.656250 Penalty: 3881.321777
	Iteration 15Q: 3 clusters Score -338320.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -338344.281250 Penalty: 3881.321777
	Iteration 16Q: 3 clusters Score -338344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -338372.187500 Penalty: 3881.321777
	Iteration 17Q: 3 clusters Score -338372.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -338392.437500 Penalty: 3881.321777
	Iteration 18Q: 3 clusters Score -338392.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338404.812500 Penalty: 3881.321777
	Iteration 19Q: 3 clusters Score -338404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -338413.375000 Penalty: 3881.321777
	Iteration 20F: 3 clusters Score -338413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -338416.187500 Penalty: 3881.321777
	Iteration 21Q: 3 clusters Score -338416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -338420.812500 Penalty: 3881.321777
	Iteration 22Q: 3 clusters Score -338420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -338426.812500 Penalty: 3881.321777
	Iteration 23Q: 3 clusters Score -338426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -338427.468750 Penalty: 3881.321777
	Iteration 24Q: 3 clusters Score -338427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -338429.656250 Penalty: 3881.321777
	Iteration 25Q: 3 clusters Score -338429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -338429.656250 Penalty: 3881.321777
	Iteration 26F: 3 clusters Score -338429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -1468809.875000 Penalty: 2319.471436
	Iteration 0F: 2 clusters Score -1468810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1460262.875000 Penalty: 4638.942871
	Iteration 0F: 3 clusters Score -1460263 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1462977.750000 Penalty: 4638.942871
	Iteration 1F: 3 clusters Score -1462978 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1463482.250000 Penalty: 4638.942871
	Iteration 2F: 3 clusters Score -1463482 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1463877.875000 Penalty: 4638.942871
	Iteration 3F: 3 clusters Score -1463878 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1464182.250000 Penalty: 4638.942871
	Iteration 4F: 3 clusters Score -1464182 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1464496.000000 Penalty: 4638.942871
	Iteration 5Q: 3 clusters Score -1464496 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1464864.000000 Penalty: 4638.942871
	Iteration 6Q: 3 clusters Score -1464864 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1465214.375000 Penalty: 4638.942871
	Iteration 7Q: 3 clusters Score -1465214 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1465556.375000 Penalty: 4638.942871
	Iteration 8Q: 3 clusters Score -1465556 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1465887.500000 Penalty: 4638.942871
	Iteration 9Q: 3 clusters Score -1465888 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1466205.500000 Penalty: 4638.942871
	Iteration 10Q: 3 clusters Score -1466206 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1466506.625000 Penalty: 4638.942871
	Iteration 11Q: 3 clusters Score -1466507 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1466773.125000 Penalty: 4638.942871
	Iteration 12Q: 3 clusters Score -1466773 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1467006.375000 Penalty: 4638.942871
	Iteration 13Q: 3 clusters Score -1467006 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1467228.125000 Penalty: 4638.942871
	Iteration 14Q: 3 clusters Score -1467228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1467389.750000 Penalty: 4638.942871
	Iteration 15Q: 3 clusters Score -1467390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1467509.250000 Penalty: 4638.942871
	Iteration 16Q: 3 clusters Score -1467509 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1467579.875000 Penalty: 4638.942871
	Iteration 17Q: 3 clusters Score -1467580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1467615.625000 Penalty: 4638.942871
	Iteration 18Q: 3 clusters Score -1467616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1467638.500000 Penalty: 4638.942871
	Iteration 19Q: 3 clusters Score -1467638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1467658.750000 Penalty: 4638.942871
	Iteration 20F: 3 clusters Score -1467659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1467661.625000 Penalty: 4638.942871
	Iteration 21Q: 3 clusters Score -1467662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1467667.375000 Penalty: 4638.942871
	Iteration 22Q: 3 clusters Score -1467667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1467669.375000 Penalty: 4638.942871
	Iteration 23Q: 3 clusters Score -1467669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1467670.375000 Penalty: 4638.942871
	Iteration 24Q: 3 clusters Score -1467670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1467676.375000 Penalty: 4638.942871
	Iteration 25Q: 3 clusters Score -1467676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1467678.125000 Penalty: 4638.942871
	Iteration 26Q: 3 clusters Score -1467678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1467680.000000 Penalty: 4638.942871
	Iteration 27Q: 3 clusters Score -1467680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1467683.500000 Penalty: 4638.942871
	Iteration 28Q: 3 clusters Score -1467684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1467687.500000 Penalty: 4638.942871
	Iteration 29Q: 3 clusters Score -1467688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1467685.500000 Penalty: 4638.942871
	Iteration 30Q: 3 clusters Score -1467686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1467690.875000 Penalty: 4638.942871
	Iteration 31Q: 3 clusters Score -1467691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1467691.625000 Penalty: 4638.942871
	Iteration 32Q: 3 clusters Score -1467692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1467688.250000 Penalty: 4638.942871
	Iteration 33Q: 3 clusters Score -1467688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1467687.625000 Penalty: 4638.942871
	Iteration 34Q: 3 clusters Score -1467688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1467687.500000 Penalty: 4638.942871
	Iteration 35Q: 3 clusters Score -1467688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1467686.250000 Penalty: 4638.942871
	Iteration 36Q: 3 clusters Score -1467686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1467687.000000 Penalty: 4638.942871
	Iteration 37Q: 3 clusters Score -1467687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1467685.875000 Penalty: 4638.942871
	Iteration 38Q: 3 clusters Score -1467686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1467686.875000 Penalty: 4638.942871
	Iteration 39Q: 3 clusters Score -1467687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1467687.875000 Penalty: 4638.942871
	Iteration 40F: 3 clusters Score -1467688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1467687.000000 Penalty: 4638.942871
	Iteration 41Q: 3 clusters Score -1467687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1467688.875000 Penalty: 4638.942871
	Iteration 42Q: 3 clusters Score -1467689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1467688.250000 Penalty: 4638.942871
	Iteration 43Q: 3 clusters Score -1467688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1467687.500000 Penalty: 4638.942871
	Iteration 44Q: 3 clusters Score -1467688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1467688.500000 Penalty: 4638.942871
	Iteration 45Q: 3 clusters Score -1467688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1467688.000000 Penalty: 4638.942871
	Iteration 46Q: 3 clusters Score -1467688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1467688.000000 Penalty: 4638.942871
	Iteration 47F: 3 clusters Score -1467688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Entering Unmasked Estep 
Score: -1434316.375000 Penalty: 2297.888672
	Iteration 0F: 2 clusters Score -1434316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1426445.750000 Penalty: 4595.777344
	Iteration 0F: 3 clusters Score -1426446 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1428834.875000 Penalty: 4595.777344
	Iteration 1F: 3 clusters Score -1428835 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1429181.375000 Penalty: 4595.777344
	Iteration 2F: 3 clusters Score -1429181 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1429436.625000 Penalty: 4595.777344
	Iteration 3Q: 3 clusters Score -1429437 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1429681.000000 Penalty: 4595.777344
	Iteration 4Q: 3 clusters Score -1429681 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1429933.625000 Penalty: 4595.777344
	Iteration 5Q: 3 clusters Score -1429934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1430186.250000 Penalty: 4595.777344
	Iteration 6Q: 3 clusters Score -1430186 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1430402.125000 Penalty: 4595.777344
	Iteration 7Q: 3 clusters Score -1430402 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1430626.375000 Penalty: 4595.777344
	Iteration 8Q: 3 clusters Score -1430626 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1430829.500000 Penalty: 4595.777344
	Iteration 9Q: 3 clusters Score -1430830 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1431010.000000 Penalty: 4595.777344
	Iteration 10Q: 3 clusters Score -1431010 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1431175.250000 Penalty: 4595.777344
	Iteration 11Q: 3 clusters Score -1431175 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1431320.625000 Penalty: 4595.777344
	Iteration 12Q: 3 clusters Score -1431321 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1431427.625000 Penalty: 4595.777344
	Iteration 13Q: 3 clusters Score -1431428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1431520.125000 Penalty: 4595.777344
	Iteration 14Q: 3 clusters Score -1431520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1431580.625000 Penalty: 4595.777344
	Iteration 15Q: 3 clusters Score -1431581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1431651.125000 Penalty: 4595.777344
	Iteration 16Q: 3 clusters Score -1431651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1431707.625000 Penalty: 4595.777344
	Iteration 17Q: 3 clusters Score -1431708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1431751.750000 Penalty: 4595.777344
	Iteration 18Q: 3 clusters Score -1431752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1431780.875000 Penalty: 4595.777344
	Iteration 19Q: 3 clusters Score -1431781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1431805.375000 Penalty: 4595.777344
	Iteration 20F: 3 clusters Score -1431805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1431829.875000 Penalty: 4595.777344
	Iteration 21Q: 3 clusters Score -1431830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1431849.625000 Penalty: 4595.777344
	Iteration 22Q: 3 clusters Score -1431850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1431855.625000 Penalty: 4595.777344
	Iteration 23Q: 3 clusters Score -1431856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1431864.625000 Penalty: 4595.777344
	Iteration 24Q: 3 clusters Score -1431865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1431874.750000 Penalty: 4595.777344
	Iteration 25Q: 3 clusters Score -1431875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1431880.750000 Penalty: 4595.777344
	Iteration 26Q: 3 clusters Score -1431881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1431887.000000 Penalty: 4595.777344
	Iteration 27Q: 3 clusters Score -1431887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1431897.250000 Penalty: 4595.777344
	Iteration 28Q: 3 clusters Score -1431897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1431902.250000 Penalty: 4595.777344
	Iteration 29Q: 3 clusters Score -1431902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1431910.375000 Penalty: 4595.777344
	Iteration 30Q: 3 clusters Score -1431910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1431913.500000 Penalty: 4595.777344
	Iteration 31Q: 3 clusters Score -1431914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1431918.875000 Penalty: 4595.777344
	Iteration 32Q: 3 clusters Score -1431919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1431926.875000 Penalty: 4595.777344
	Iteration 33Q: 3 clusters Score -1431927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1431932.375000 Penalty: 4595.777344
	Iteration 34Q: 3 clusters Score -1431932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1431941.875000 Penalty: 4595.777344
	Iteration 35Q: 3 clusters Score -1431942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1431948.875000 Penalty: 4595.777344
	Iteration 36Q: 3 clusters Score -1431949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1431960.375000 Penalty: 4595.777344
	Iteration 37Q: 3 clusters Score -1431960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1431966.875000 Penalty: 4595.777344
	Iteration 38Q: 3 clusters Score -1431967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1431973.000000 Penalty: 4595.777344
	Iteration 39Q: 3 clusters Score -1431973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1431978.875000 Penalty: 4595.777344
	Iteration 40F: 3 clusters Score -1431979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1431984.750000 Penalty: 4595.777344
	Iteration 41Q: 3 clusters Score -1431985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1431986.500000 Penalty: 4595.777344
	Iteration 42Q: 3 clusters Score -1431986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1431985.125000 Penalty: 4595.777344
	Iteration 43Q: 3 clusters Score -1431985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1431990.125000 Penalty: 4595.777344
	Iteration 44Q: 3 clusters Score -1431990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1431992.250000 Penalty: 4595.777344
	Iteration 45Q: 3 clusters Score -1431992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1431996.125000 Penalty: 4595.777344
	Iteration 46Q: 3 clusters Score -1431996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1431997.625000 Penalty: 4595.777344
	Iteration 47Q: 3 clusters Score -1431998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1432000.375000 Penalty: 4595.777344
	Iteration 48Q: 3 clusters Score -1432000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1432000.750000 Penalty: 4595.777344
	Iteration 49Q: 3 clusters Score -1432001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1432003.125000 Penalty: 4595.777344
	Iteration 50Q: 3 clusters Score -1432003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1432003.625000 Penalty: 4595.777344
	Iteration 51Q: 3 clusters Score -1432004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1432002.500000 Penalty: 4595.777344
	Iteration 52Q: 3 clusters Score -1432002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1432006.000000 Penalty: 4595.777344
	Iteration 53Q: 3 clusters Score -1432006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1432012.750000 Penalty: 4595.777344
	Iteration 54Q: 3 clusters Score -1432013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1432017.250000 Penalty: 4595.777344
	Iteration 55Q: 3 clusters Score -1432017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1432020.625000 Penalty: 4595.777344
	Iteration 56Q: 3 clusters Score -1432021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1432020.375000 Penalty: 4595.777344
	Iteration 57Q: 3 clusters Score -1432020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1432024.750000 Penalty: 4595.777344
	Iteration 58Q: 3 clusters Score -1432025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1432026.500000 Penalty: 4595.777344
	Iteration 59Q: 3 clusters Score -1432026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1432026.250000 Penalty: 4595.777344
	Iteration 60F: 3 clusters Score -1432026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1432025.500000 Penalty: 4595.777344
	Iteration 61Q: 3 clusters Score -1432026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1432029.500000 Penalty: 4595.777344
	Iteration 62Q: 3 clusters Score -1432030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1432032.250000 Penalty: 4595.777344
	Iteration 63Q: 3 clusters Score -1432032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1432033.125000 Penalty: 4595.777344
	Iteration 64Q: 3 clusters Score -1432033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1432038.125000 Penalty: 4595.777344
	Iteration 65Q: 3 clusters Score -1432038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1432039.250000 Penalty: 4595.777344
	Iteration 66Q: 3 clusters Score -1432039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1432040.500000 Penalty: 4595.777344
	Iteration 67Q: 3 clusters Score -1432040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1432040.500000 Penalty: 4595.777344
	Iteration 68F: 3 clusters Score -1432040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -663988.500000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -663988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -659688.312500 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -659688.3 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -660815.562500 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -660815.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -661236.625000 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -661236.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -661591.500000 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -661591.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -661884.875000 Penalty: 4194.681152
	Iteration 4F: 3 clusters Score -661884.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -662101.125000 Penalty: 4194.681152
	Iteration 5F: 3 clusters Score -662101.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -662248.875000 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -662248.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -662365.125000 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -662365.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -662453.812500 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -662453.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -662510.187500 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -662510.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -662557.562500 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -662557.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -662587.375000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -662587.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -662598.812500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -662598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -662606.437500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -662606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -662614.375000 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -662614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -662621.062500 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -662621.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -662626.375000 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -662626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -662631.687500 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -662631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -662636.250000 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -662636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -662641.562500 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -662641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -662647.375000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -662647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -662652.062500 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -662652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -662658.750000 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -662658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -662664.750000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -662664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -662668.937500 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -662668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -662679.562500 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -662679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -662687.437500 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -662687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -662692.687500 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -662692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -662694.062500 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -662694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -662696.562500 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -662696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -662697.187500 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -662697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -662696.437500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -662696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -662696.437500 Penalty: 4194.681152
	Iteration 32F: 3 clusters Score -662696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Entering Unmasked Estep 
Score: -3496210.250000 Penalty: 2500.369873
	Iteration 0F: 2 clusters Score -3496210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3479682.000000 Penalty: 5000.739746
	Iteration 0F: 3 clusters Score -3479682 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3485365.500000 Penalty: 5000.739746
	Iteration 1F: 3 clusters Score -3485366 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3485901.500000 Penalty: 5000.739746
	Iteration 2F: 3 clusters Score -3485902 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3486431.000000 Penalty: 5000.739746
	Iteration 3F: 3 clusters Score -3486431 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3487033.000000 Penalty: 5000.739746
	Iteration 4Q: 3 clusters Score -3487033 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3487757.000000 Penalty: 5000.739746
	Iteration 5F: 3 clusters Score -3487757 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3488626.500000 Penalty: 5000.739746
	Iteration 6F: 3 clusters Score -3488626 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3489674.500000 Penalty: 5000.739746
	Iteration 7F: 3 clusters Score -3489674 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3490789.750000 Penalty: 5000.739746
	Iteration 8F: 3 clusters Score -3490790 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3491752.750000 Penalty: 5000.739746
	Iteration 9F: 3 clusters Score -3491753 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3492545.000000 Penalty: 5000.739746
	Iteration 10Q: 3 clusters Score -3492545 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3493082.750000 Penalty: 5000.739746
	Iteration 11Q: 3 clusters Score -3493083 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3493444.000000 Penalty: 5000.739746
	Iteration 12Q: 3 clusters Score -3493444 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3493604.750000 Penalty: 5000.739746
	Iteration 13Q: 3 clusters Score -3493605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3493720.250000 Penalty: 5000.739746
	Iteration 14Q: 3 clusters Score -3493720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3493793.000000 Penalty: 5000.739746
	Iteration 15Q: 3 clusters Score -3493793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3493838.000000 Penalty: 5000.739746
	Iteration 16Q: 3 clusters Score -3493838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3493873.750000 Penalty: 5000.739746
	Iteration 17Q: 3 clusters Score -3493874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3493899.500000 Penalty: 5000.739746
	Iteration 18Q: 3 clusters Score -3493900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3493912.000000 Penalty: 5000.739746
	Iteration 19Q: 3 clusters Score -3493912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3493925.500000 Penalty: 5000.739746
	Iteration 20F: 3 clusters Score -3493926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3493937.750000 Penalty: 5000.739746
	Iteration 21Q: 3 clusters Score -3493938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3493949.000000 Penalty: 5000.739746
	Iteration 22Q: 3 clusters Score -3493949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3493956.500000 Penalty: 5000.739746
	Iteration 23Q: 3 clusters Score -3493956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3493967.500000 Penalty: 5000.739746
	Iteration 24Q: 3 clusters Score -3493968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3493973.750000 Penalty: 5000.739746
	Iteration 25Q: 3 clusters Score -3493974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3493978.500000 Penalty: 5000.739746
	Iteration 26Q: 3 clusters Score -3493978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3493979.500000 Penalty: 5000.739746
	Iteration 27Q: 3 clusters Score -3493980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3493984.750000 Penalty: 5000.739746
	Iteration 28Q: 3 clusters Score -3493985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3493989.250000 Penalty: 5000.739746
	Iteration 29Q: 3 clusters Score -3493989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3493989.250000 Penalty: 5000.739746
	Iteration 30F: 3 clusters Score -3493989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40591.570312 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40591.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40709.832031 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40709.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40740.222656 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40740.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40750.726562 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40750.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40766.925781 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40766.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40768.429688 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40768.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40771.539062 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -40771.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40771.539062 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -40771.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (142820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Entering Unmasked Estep 
Score: -20937480.000000 Penalty: 2943.596191
	Iteration 0F: 2 clusters Score -2.093748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -20846470.000000 Penalty: 5887.192383
	Iteration 0F: 3 clusters Score -2.084647e+07 nChanged 67999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -20885030.000000 Penalty: 5887.192383
	Iteration 1F: 3 clusters Score -2.088503e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -20886098.000000 Penalty: 5887.192383
	Iteration 2Q: 3 clusters Score -2.08861e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -20887676.000000 Penalty: 5887.192383
	Iteration 3Q: 3 clusters Score -2.088768e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -20890190.000000 Penalty: 5887.192383
	Iteration 4Q: 3 clusters Score -2.089019e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -20894066.000000 Penalty: 5887.192383
	Iteration 5Q: 3 clusters Score -2.089407e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -20899522.000000 Penalty: 5887.192383
	Iteration 6F: 3 clusters Score -2.089952e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -20905996.000000 Penalty: 5887.192383
	Iteration 7F: 3 clusters Score -2.0906e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -20912710.000000 Penalty: 5887.192383
	Iteration 8F: 3 clusters Score -2.091271e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -20917662.000000 Penalty: 5887.192383
	Iteration 9F: 3 clusters Score -2.091766e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -20921012.000000 Penalty: 5887.192383
	Iteration 10Q: 3 clusters Score -2.092101e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -20922636.000000 Penalty: 5887.192383
	Iteration 11Q: 3 clusters Score -2.092264e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -20923456.000000 Penalty: 5887.192383
	Iteration 12Q: 3 clusters Score -2.092346e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -20924170.000000 Penalty: 5887.192383
	Iteration 13Q: 3 clusters Score -2.092417e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -20924572.000000 Penalty: 5887.192383
	Iteration 14Q: 3 clusters Score -2.092457e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -20925018.000000 Penalty: 5887.192383
	Iteration 15Q: 3 clusters Score -2.092502e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -20925360.000000 Penalty: 5887.192383
	Iteration 16Q: 3 clusters Score -2.092536e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -20925688.000000 Penalty: 5887.192383
	Iteration 17Q: 3 clusters Score -2.092569e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -20926204.000000 Penalty: 5887.192383
	Iteration 18Q: 3 clusters Score -2.09262e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -20926632.000000 Penalty: 5887.192383
	Iteration 19Q: 3 clusters Score -2.092663e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -20927004.000000 Penalty: 5887.192383
	Iteration 20F: 3 clusters Score -2.0927e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -20927274.000000 Penalty: 5887.192383
	Iteration 21Q: 3 clusters Score -2.092727e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -20927568.000000 Penalty: 5887.192383
	Iteration 22Q: 3 clusters Score -2.092757e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -20927916.000000 Penalty: 5887.192383
	Iteration 23Q: 3 clusters Score -2.092792e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -20928120.000000 Penalty: 5887.192383
	Iteration 24Q: 3 clusters Score -2.092812e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -20928346.000000 Penalty: 5887.192383
	Iteration 25Q: 3 clusters Score -2.092835e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -20928450.000000 Penalty: 5887.192383
	Iteration 26Q: 3 clusters Score -2.092845e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -20928564.000000 Penalty: 5887.192383
	Iteration 27Q: 3 clusters Score -2.092856e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -20928682.000000 Penalty: 5887.192383
	Iteration 28Q: 3 clusters Score -2.092868e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -20928720.000000 Penalty: 5887.192383
	Iteration 29Q: 3 clusters Score -2.092872e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -20928840.000000 Penalty: 5887.192383
	Iteration 30Q: 3 clusters Score -2.092884e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -20928890.000000 Penalty: 5887.192383
	Iteration 31Q: 3 clusters Score -2.092889e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -20928950.000000 Penalty: 5887.192383
	Iteration 32Q: 3 clusters Score -2.092895e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -20928976.000000 Penalty: 5887.192383
	Iteration 33Q: 3 clusters Score -2.092898e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -20928966.000000 Penalty: 5887.192383
	Iteration 34Q: 3 clusters Score -2.092897e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -20928934.000000 Penalty: 5887.192383
	Iteration 35Q: 3 clusters Score -2.092893e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -20929028.000000 Penalty: 5887.192383
	Iteration 36Q: 3 clusters Score -2.092903e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -20929048.000000 Penalty: 5887.192383
	Iteration 37Q: 3 clusters Score -2.092905e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -20929054.000000 Penalty: 5887.192383
	Iteration 38Q: 3 clusters Score -2.092905e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -20929078.000000 Penalty: 5887.192383
	Iteration 39Q: 3 clusters Score -2.092908e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -20929134.000000 Penalty: 5887.192383
	Iteration 40F: 3 clusters Score -2.092913e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -20929162.000000 Penalty: 5887.192383
	Iteration 41Q: 3 clusters Score -2.092916e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -20929188.000000 Penalty: 5887.192383
	Iteration 42Q: 3 clusters Score -2.092919e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -20929246.000000 Penalty: 5887.192383
	Iteration 43Q: 3 clusters Score -2.092925e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -20929252.000000 Penalty: 5887.192383
	Iteration 44Q: 3 clusters Score -2.092925e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -20929326.000000 Penalty: 5887.192383
	Iteration 45Q: 3 clusters Score -2.092933e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -20929316.000000 Penalty: 5887.192383
	Iteration 46Q: 3 clusters Score -2.092932e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -20929362.000000 Penalty: 5887.192383
	Iteration 47Q: 3 clusters Score -2.092936e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -20929362.000000 Penalty: 5887.192383
	Iteration 48Q: 3 clusters Score -2.092936e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -20929400.000000 Penalty: 5887.192383
	Iteration 49Q: 3 clusters Score -2.09294e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -20929408.000000 Penalty: 5887.192383
	Iteration 50Q: 3 clusters Score -2.092941e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -20929424.000000 Penalty: 5887.192383
	Iteration 51Q: 3 clusters Score -2.092942e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -20929452.000000 Penalty: 5887.192383
	Iteration 52Q: 3 clusters Score -2.092945e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -20929456.000000 Penalty: 5887.192383
	Iteration 53Q: 3 clusters Score -2.092946e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -20929492.000000 Penalty: 5887.192383
	Iteration 54Q: 3 clusters Score -2.092949e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -20929488.000000 Penalty: 5887.192383
	Iteration 55Q: 3 clusters Score -2.092949e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -20929528.000000 Penalty: 5887.192383
	Iteration 56Q: 3 clusters Score -2.092953e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -20929538.000000 Penalty: 5887.192383
	Iteration 57Q: 3 clusters Score -2.092954e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -20929532.000000 Penalty: 5887.192383
	Iteration 58Q: 3 clusters Score -2.092953e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -20929574.000000 Penalty: 5887.192383
	Iteration 59Q: 3 clusters Score -2.092957e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -20929564.000000 Penalty: 5887.192383
	Iteration 60F: 3 clusters Score -2.092956e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -20929588.000000 Penalty: 5887.192383
	Iteration 61Q: 3 clusters Score -2.092959e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -20929600.000000 Penalty: 5887.192383
	Iteration 62Q: 3 clusters Score -2.09296e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -20929618.000000 Penalty: 5887.192383
	Iteration 63Q: 3 clusters Score -2.092962e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -20929658.000000 Penalty: 5887.192383
	Iteration 64Q: 3 clusters Score -2.092966e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -20929634.000000 Penalty: 5887.192383
	Iteration 65Q: 3 clusters Score -2.092963e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -20929652.000000 Penalty: 5887.192383
	Iteration 66Q: 3 clusters Score -2.092965e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -20929680.000000 Penalty: 5887.192383
	Iteration 67Q: 3 clusters Score -2.092968e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -20929704.000000 Penalty: 5887.192383
	Iteration 68Q: 3 clusters Score -2.09297e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -20929730.000000 Penalty: 5887.192383
	Iteration 69Q: 3 clusters Score -2.092973e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -20929704.000000 Penalty: 5887.192383
	Iteration 70Q: 3 clusters Score -2.09297e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -20929688.000000 Penalty: 5887.192383
	Iteration 71Q: 3 clusters Score -2.092969e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -20929700.000000 Penalty: 5887.192383
	Iteration 72Q: 3 clusters Score -2.09297e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -20929730.000000 Penalty: 5887.192383
	Iteration 73Q: 3 clusters Score -2.092973e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -20929792.000000 Penalty: 5887.192383
	Iteration 74Q: 3 clusters Score -2.092979e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -20929800.000000 Penalty: 5887.192383
	Iteration 75Q: 3 clusters Score -2.09298e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -20929794.000000 Penalty: 5887.192383
	Iteration 76Q: 3 clusters Score -2.092979e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -20929780.000000 Penalty: 5887.192383
	Iteration 77Q: 3 clusters Score -2.092978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -20929792.000000 Penalty: 5887.192383
	Iteration 78Q: 3 clusters Score -2.092979e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -20929800.000000 Penalty: 5887.192383
	Iteration 79Q: 3 clusters Score -2.09298e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -20929810.000000 Penalty: 5887.192383
	Iteration 80F: 3 clusters Score -2.092981e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -20929810.000000 Penalty: 5887.192383
	Iteration 81Q: 3 clusters Score -2.092981e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -20929838.000000 Penalty: 5887.192383
	Iteration 82Q: 3 clusters Score -2.092984e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -20929884.000000 Penalty: 5887.192383
	Iteration 83Q: 3 clusters Score -2.092988e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112433 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -20929976.000000 Penalty: 5887.192383
	Iteration 84Q: 3 clusters Score -2.092998e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -20929970.000000 Penalty: 5887.192383
	Iteration 85Q: 3 clusters Score -2.092997e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -20929958.000000 Penalty: 5887.192383
	Iteration 86Q: 3 clusters Score -2.092996e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113233 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -20929996.000000 Penalty: 5887.192383
	Iteration 87Q: 3 clusters Score -2.093e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -20930010.000000 Penalty: 5887.192383
	Iteration 88Q: 3 clusters Score -2.093001e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -20930032.000000 Penalty: 5887.192383
	Iteration 89Q: 3 clusters Score -2.093003e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -20930040.000000 Penalty: 5887.192383
	Iteration 90Q: 3 clusters Score -2.093004e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -20930086.000000 Penalty: 5887.192383
	Iteration 91Q: 3 clusters Score -2.093009e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -20930090.000000 Penalty: 5887.192383
	Iteration 92Q: 3 clusters Score -2.093009e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -20930152.000000 Penalty: 5887.192383
	Iteration 93Q: 3 clusters Score -2.093015e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -20930166.000000 Penalty: 5887.192383
	Iteration 94Q: 3 clusters Score -2.093017e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -20930158.000000 Penalty: 5887.192383
	Iteration 95Q: 3 clusters Score -2.093016e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -20930232.000000 Penalty: 5887.192383
	Iteration 96Q: 3 clusters Score -2.093023e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -20930330.000000 Penalty: 5887.192383
	Iteration 97Q: 3 clusters Score -2.093033e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -20930296.000000 Penalty: 5887.192383
	Iteration 98Q: 3 clusters Score -2.09303e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -20930324.000000 Penalty: 5887.192383
	Iteration 99Q: 3 clusters Score -2.093032e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -20930372.000000 Penalty: 5887.192383
	Iteration 100F: 3 clusters Score -2.093037e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -20930432.000000 Penalty: 5887.192383
	Iteration 101Q: 3 clusters Score -2.093043e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118388 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -20930408.000000 Penalty: 5887.192383
	Iteration 102Q: 3 clusters Score -2.093041e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -20930456.000000 Penalty: 5887.192383
	Iteration 103Q: 3 clusters Score -2.093046e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -20930496.000000 Penalty: 5887.192383
	Iteration 104Q: 3 clusters Score -2.09305e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -20930562.000000 Penalty: 5887.192383
	Iteration 105Q: 3 clusters Score -2.093056e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119598 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -20930592.000000 Penalty: 5887.192383
	Iteration 106Q: 3 clusters Score -2.093059e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -20930590.000000 Penalty: 5887.192383
	Iteration 107Q: 3 clusters Score -2.093059e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -20930634.000000 Penalty: 5887.192383
	Iteration 108Q: 3 clusters Score -2.093063e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -20930636.000000 Penalty: 5887.192383
	Iteration 109Q: 3 clusters Score -2.093064e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -20930650.000000 Penalty: 5887.192383
	Iteration 110Q: 3 clusters Score -2.093065e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -20930764.000000 Penalty: 5887.192383
	Iteration 111Q: 3 clusters Score -2.093076e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121505 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -20930810.000000 Penalty: 5887.192383
	Iteration 112Q: 3 clusters Score -2.093081e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -20930830.000000 Penalty: 5887.192383
	Iteration 113Q: 3 clusters Score -2.093083e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -20930860.000000 Penalty: 5887.192383
	Iteration 114Q: 3 clusters Score -2.093086e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -20930996.000000 Penalty: 5887.192383
	Iteration 115Q: 3 clusters Score -2.0931e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -20930958.000000 Penalty: 5887.192383
	Iteration 116Q: 3 clusters Score -2.093096e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -20931018.000000 Penalty: 5887.192383
	Iteration 117Q: 3 clusters Score -2.093102e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -20931024.000000 Penalty: 5887.192383
	Iteration 118Q: 3 clusters Score -2.093102e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124042 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -20931094.000000 Penalty: 5887.192383
	Iteration 119Q: 3 clusters Score -2.093109e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -20931196.000000 Penalty: 5887.192383
	Iteration 120F: 3 clusters Score -2.09312e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -20931244.000000 Penalty: 5887.192383
	Iteration 121Q: 3 clusters Score -2.093124e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125247 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -20931320.000000 Penalty: 5887.192383
	Iteration 122Q: 3 clusters Score -2.093132e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125686 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -20931468.000000 Penalty: 5887.192383
	Iteration 123Q: 3 clusters Score -2.093147e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -20931584.000000 Penalty: 5887.192383
	Iteration 124Q: 3 clusters Score -2.093158e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -20931664.000000 Penalty: 5887.192383
	Iteration 125Q: 3 clusters Score -2.093166e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -20931746.000000 Penalty: 5887.192383
	Iteration 126Q: 3 clusters Score -2.093175e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127412 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -20931864.000000 Penalty: 5887.192383
	Iteration 127Q: 3 clusters Score -2.093186e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -20931922.000000 Penalty: 5887.192383
	Iteration 128Q: 3 clusters Score -2.093192e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -20932030.000000 Penalty: 5887.192383
	Iteration 129Q: 3 clusters Score -2.093203e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -20932128.000000 Penalty: 5887.192383
	Iteration 130Q: 3 clusters Score -2.093213e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -20932150.000000 Penalty: 5887.192383
	Iteration 131Q: 3 clusters Score -2.093215e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -20932208.000000 Penalty: 5887.192383
	Iteration 132Q: 3 clusters Score -2.093221e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130008 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -20932316.000000 Penalty: 5887.192383
	Iteration 133Q: 3 clusters Score -2.093232e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -20932358.000000 Penalty: 5887.192383
	Iteration 134Q: 3 clusters Score -2.093236e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130801 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -20932404.000000 Penalty: 5887.192383
	Iteration 135Q: 3 clusters Score -2.09324e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -20932494.000000 Penalty: 5887.192383
	Iteration 136Q: 3 clusters Score -2.093249e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -20932582.000000 Penalty: 5887.192383
	Iteration 137Q: 3 clusters Score -2.093258e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -20932620.000000 Penalty: 5887.192383
	Iteration 138Q: 3 clusters Score -2.093262e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -20932678.000000 Penalty: 5887.192383
	Iteration 139Q: 3 clusters Score -2.093268e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -20932834.000000 Penalty: 5887.192383
	Iteration 140F: 3 clusters Score -2.093283e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -20932946.000000 Penalty: 5887.192383
	Iteration 141Q: 3 clusters Score -2.093295e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133298 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -20933006.000000 Penalty: 5887.192383
	Iteration 142Q: 3 clusters Score -2.093301e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133652 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -20933114.000000 Penalty: 5887.192383
	Iteration 143Q: 3 clusters Score -2.093311e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -20933208.000000 Penalty: 5887.192383
	Iteration 144Q: 3 clusters Score -2.093321e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -20933258.000000 Penalty: 5887.192383
	Iteration 145Q: 3 clusters Score -2.093326e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -20933386.000000 Penalty: 5887.192383
	Iteration 146Q: 3 clusters Score -2.093339e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -20933492.000000 Penalty: 5887.192383
	Iteration 147Q: 3 clusters Score -2.093349e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135278 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -20933556.000000 Penalty: 5887.192383
	Iteration 148Q: 3 clusters Score -2.093356e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -20933614.000000 Penalty: 5887.192383
	Iteration 149Q: 3 clusters Score -2.093361e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -20933698.000000 Penalty: 5887.192383
	Iteration 150Q: 3 clusters Score -2.09337e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -20933786.000000 Penalty: 5887.192383
	Iteration 151Q: 3 clusters Score -2.093379e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136271 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -20933876.000000 Penalty: 5887.192383
	Iteration 152Q: 3 clusters Score -2.093388e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -20933932.000000 Penalty: 5887.192383
	Iteration 153Q: 3 clusters Score -2.093393e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -20933960.000000 Penalty: 5887.192383
	Iteration 154Q: 3 clusters Score -2.093396e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -20934014.000000 Penalty: 5887.192383
	Iteration 155Q: 3 clusters Score -2.093401e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137102 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -20934058.000000 Penalty: 5887.192383
	Iteration 156Q: 3 clusters Score -2.093406e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20934098.000000 Penalty: 5887.192383
	Iteration 157Q: 3 clusters Score -2.09341e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -20934178.000000 Penalty: 5887.192383
	Iteration 158Q: 3 clusters Score -2.093418e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -20934208.000000 Penalty: 5887.192383
	Iteration 159Q: 3 clusters Score -2.093421e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137653 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -20934230.000000 Penalty: 5887.192383
	Iteration 160F: 3 clusters Score -2.093423e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137762 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -20934242.000000 Penalty: 5887.192383
	Iteration 161Q: 3 clusters Score -2.093424e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137876 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -20934288.000000 Penalty: 5887.192383
	Iteration 162Q: 3 clusters Score -2.093429e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -20934318.000000 Penalty: 5887.192383
	Iteration 163Q: 3 clusters Score -2.093432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -20934316.000000 Penalty: 5887.192383
	Iteration 164Q: 3 clusters Score -2.093432e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -20934340.000000 Penalty: 5887.192383
	Iteration 165Q: 3 clusters Score -2.093434e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -20934360.000000 Penalty: 5887.192383
	Iteration 166Q: 3 clusters Score -2.093436e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -20934384.000000 Penalty: 5887.192383
	Iteration 167Q: 3 clusters Score -2.093438e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -20934416.000000 Penalty: 5887.192383
	Iteration 168Q: 3 clusters Score -2.093442e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -20934388.000000 Penalty: 5887.192383
	Iteration 169Q: 3 clusters Score -2.093439e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20934400.000000 Penalty: 5887.192383
	Iteration 170Q: 3 clusters Score -2.09344e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -20934396.000000 Penalty: 5887.192383
	Iteration 171Q: 3 clusters Score -2.09344e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -20934382.000000 Penalty: 5887.192383
	Iteration 172Q: 3 clusters Score -2.093438e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -20934430.000000 Penalty: 5887.192383
	Iteration 173Q: 3 clusters Score -2.093443e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138916 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -20934448.000000 Penalty: 5887.192383
	Iteration 174Q: 3 clusters Score -2.093445e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -20934450.000000 Penalty: 5887.192383
	Iteration 175Q: 3 clusters Score -2.093445e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139016 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -20934476.000000 Penalty: 5887.192383
	Iteration 176Q: 3 clusters Score -2.093448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -20934510.000000 Penalty: 5887.192383
	Iteration 177Q: 3 clusters Score -2.093451e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -20934540.000000 Penalty: 5887.192383
	Iteration 178Q: 3 clusters Score -2.093454e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139152 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -20934536.000000 Penalty: 5887.192383
	Iteration 179Q: 3 clusters Score -2.093454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -20934566.000000 Penalty: 5887.192383
	Iteration 180F: 3 clusters Score -2.093457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -20934574.000000 Penalty: 5887.192383
	Iteration 181Q: 3 clusters Score -2.093457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20934584.000000 Penalty: 5887.192383
	Iteration 182Q: 3 clusters Score -2.093458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -20934588.000000 Penalty: 5887.192383
	Iteration 183Q: 3 clusters Score -2.093459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20934592.000000 Penalty: 5887.192383
	Iteration 184Q: 3 clusters Score -2.093459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139432 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20934590.000000 Penalty: 5887.192383
	Iteration 185Q: 3 clusters Score -2.093459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20934588.000000 Penalty: 5887.192383
	Iteration 186Q: 3 clusters Score -2.093459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -20934600.000000 Penalty: 5887.192383
	Iteration 187Q: 3 clusters Score -2.09346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -20934640.000000 Penalty: 5887.192383
	Iteration 188Q: 3 clusters Score -2.093464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -20934642.000000 Penalty: 5887.192383
	Iteration 189Q: 3 clusters Score -2.093464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139592 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -20934654.000000 Penalty: 5887.192383
	Iteration 190Q: 3 clusters Score -2.093465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20934670.000000 Penalty: 5887.192383
	Iteration 191Q: 3 clusters Score -2.093467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20934656.000000 Penalty: 5887.192383
	Iteration 192Q: 3 clusters Score -2.093466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20934672.000000 Penalty: 5887.192383
	Iteration 193Q: 3 clusters Score -2.093467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -20934676.000000 Penalty: 5887.192383
	Iteration 194Q: 3 clusters Score -2.093468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -20934676.000000 Penalty: 5887.192383
	Iteration 195Q: 3 clusters Score -2.093468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -20934662.000000 Penalty: 5887.192383
	Iteration 196Q: 3 clusters Score -2.093466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139735 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20934676.000000 Penalty: 5887.192383
	Iteration 197Q: 3 clusters Score -2.093468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20934694.000000 Penalty: 5887.192383
	Iteration 198Q: 3 clusters Score -2.093469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -20934686.000000 Penalty: 5887.192383
	Iteration 199Q: 3 clusters Score -2.093469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139816 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20934680.000000 Penalty: 5887.192383
	Iteration 200F: 3 clusters Score -2.093468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139839 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -20934700.000000 Penalty: 5887.192383
	Iteration 201Q: 3 clusters Score -2.09347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -20934702.000000 Penalty: 5887.192383
	Iteration 202Q: 3 clusters Score -2.09347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139882 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20934688.000000 Penalty: 5887.192383
	Iteration 203Q: 3 clusters Score -2.093469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139909 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -20934704.000000 Penalty: 5887.192383
	Iteration 204Q: 3 clusters Score -2.09347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139926 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -20934712.000000 Penalty: 5887.192383
	Iteration 205Q: 3 clusters Score -2.093471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -20934712.000000 Penalty: 5887.192383
	Iteration 206Q: 3 clusters Score -2.093471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20934714.000000 Penalty: 5887.192383
	Iteration 207Q: 3 clusters Score -2.093471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20934728.000000 Penalty: 5887.192383
	Iteration 208Q: 3 clusters Score -2.093473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -20934728.000000 Penalty: 5887.192383
	Iteration 209Q: 3 clusters Score -2.093473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140013 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -20934732.000000 Penalty: 5887.192383
	Iteration 210Q: 3 clusters Score -2.093473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20934744.000000 Penalty: 5887.192383
	Iteration 211Q: 3 clusters Score -2.093474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140057 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -20934780.000000 Penalty: 5887.192383
	Iteration 212Q: 3 clusters Score -2.093478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -20934768.000000 Penalty: 5887.192383
	Iteration 213Q: 3 clusters Score -2.093477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20934760.000000 Penalty: 5887.192383
	Iteration 214Q: 3 clusters Score -2.093476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20934782.000000 Penalty: 5887.192383
	Iteration 215Q: 3 clusters Score -2.093478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140134 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20934774.000000 Penalty: 5887.192383
	Iteration 216Q: 3 clusters Score -2.093477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20934784.000000 Penalty: 5887.192383
	Iteration 217Q: 3 clusters Score -2.093478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20934798.000000 Penalty: 5887.192383
	Iteration 218Q: 3 clusters Score -2.09348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -20934810.000000 Penalty: 5887.192383
	Iteration 219Q: 3 clusters Score -2.093481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -20934800.000000 Penalty: 5887.192383
	Iteration 220F: 3 clusters Score -2.09348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -20934804.000000 Penalty: 5887.192383
	Iteration 221Q: 3 clusters Score -2.09348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -20934784.000000 Penalty: 5887.192383
	Iteration 222Q: 3 clusters Score -2.093478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20934796.000000 Penalty: 5887.192383
	Iteration 223Q: 3 clusters Score -2.09348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140194 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20934788.000000 Penalty: 5887.192383
	Iteration 224Q: 3 clusters Score -2.093479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20934788.000000 Penalty: 5887.192383
	Iteration 225Q: 3 clusters Score -2.093479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -20934796.000000 Penalty: 5887.192383
	Iteration 226Q: 3 clusters Score -2.09348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140226 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20934802.000000 Penalty: 5887.192383
	Iteration 227Q: 3 clusters Score -2.09348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140232 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -20934798.000000 Penalty: 5887.192383
	Iteration 228Q: 3 clusters Score -2.09348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -20934796.000000 Penalty: 5887.192383
	Iteration 229Q: 3 clusters Score -2.09348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20934804.000000 Penalty: 5887.192383
	Iteration 230Q: 3 clusters Score -2.09348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20934806.000000 Penalty: 5887.192383
	Iteration 231Q: 3 clusters Score -2.093481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20934800.000000 Penalty: 5887.192383
	Iteration 232Q: 3 clusters Score -2.09348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20934820.000000 Penalty: 5887.192383
	Iteration 233Q: 3 clusters Score -2.093482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20934810.000000 Penalty: 5887.192383
	Iteration 234Q: 3 clusters Score -2.093481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20934804.000000 Penalty: 5887.192383
	Iteration 235Q: 3 clusters Score -2.09348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20934788.000000 Penalty: 5887.192383
	Iteration 236Q: 3 clusters Score -2.093479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20934784.000000 Penalty: 5887.192383
	Iteration 237Q: 3 clusters Score -2.093478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20934792.000000 Penalty: 5887.192383
	Iteration 238Q: 3 clusters Score -2.093479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20934804.000000 Penalty: 5887.192383
	Iteration 239Q: 3 clusters Score -2.09348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20934798.000000 Penalty: 5887.192383
	Iteration 240F: 3 clusters Score -2.09348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140305 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20934820.000000 Penalty: 5887.192383
	Iteration 241Q: 3 clusters Score -2.093482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -20934826.000000 Penalty: 5887.192383
	Iteration 242Q: 3 clusters Score -2.093483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20934840.000000 Penalty: 5887.192383
	Iteration 243Q: 3 clusters Score -2.093484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -20934836.000000 Penalty: 5887.192383
	Iteration 244Q: 3 clusters Score -2.093484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -20934818.000000 Penalty: 5887.192383
	Iteration 245Q: 3 clusters Score -2.093482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -20934816.000000 Penalty: 5887.192383
	Iteration 246Q: 3 clusters Score -2.093482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -20934804.000000 Penalty: 5887.192383
	Iteration 247Q: 3 clusters Score -2.09348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -20934816.000000 Penalty: 5887.192383
	Iteration 248Q: 3 clusters Score -2.093482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20934824.000000 Penalty: 5887.192383
	Iteration 249Q: 3 clusters Score -2.093482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20934820.000000 Penalty: 5887.192383
	Iteration 250Q: 3 clusters Score -2.093482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20934824.000000 Penalty: 5887.192383
	Iteration 251Q: 3 clusters Score -2.093482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140365 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -20934818.000000 Penalty: 5887.192383
	Iteration 252Q: 3 clusters Score -2.093482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20934824.000000 Penalty: 5887.192383
	Iteration 253Q: 3 clusters Score -2.093482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140368 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -20934826.000000 Penalty: 5887.192383
	Iteration 254Q: 3 clusters Score -2.093483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20934832.000000 Penalty: 5887.192383
	Iteration 255Q: 3 clusters Score -2.093483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20934834.000000 Penalty: 5887.192383
	Iteration 256Q: 3 clusters Score -2.093483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20934846.000000 Penalty: 5887.192383
	Iteration 257Q: 3 clusters Score -2.093485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20934834.000000 Penalty: 5887.192383
	Iteration 258Q: 3 clusters Score -2.093483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140375 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20934830.000000 Penalty: 5887.192383
	Iteration 259Q: 3 clusters Score -2.093483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -20934836.000000 Penalty: 5887.192383
	Iteration 260F: 3 clusters Score -2.093484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140378 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20934820.000000 Penalty: 5887.192383
	Iteration 261Q: 3 clusters Score -2.093482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -20934824.000000 Penalty: 5887.192383
	Iteration 262Q: 3 clusters Score -2.093482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140375 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20934828.000000 Penalty: 5887.192383
	Iteration 263Q: 3 clusters Score -2.093483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20934838.000000 Penalty: 5887.192383
	Iteration 264Q: 3 clusters Score -2.093484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20934844.000000 Penalty: 5887.192383
	Iteration 265Q: 3 clusters Score -2.093484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20934844.000000 Penalty: 5887.192383
	Iteration 266F: 3 clusters Score -2.093484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Entering Unmasked Estep 
Score: -4887145.500000 Penalty: 2580.474854
	Iteration 0F: 2 clusters Score -4887146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4864538.500000 Penalty: 5160.949707
	Iteration 0F: 3 clusters Score -4864538 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4872660.000000 Penalty: 5160.949707
	Iteration 1F: 3 clusters Score -4872660 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4873133.500000 Penalty: 5160.949707
	Iteration 2Q: 3 clusters Score -4873134 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4873555.000000 Penalty: 5160.949707
	Iteration 3Q: 3 clusters Score -4873555 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4873949.500000 Penalty: 5160.949707
	Iteration 4Q: 3 clusters Score -4873950 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4874332.500000 Penalty: 5160.949707
	Iteration 5Q: 3 clusters Score -4874332 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4874794.000000 Penalty: 5160.949707
	Iteration 6Q: 3 clusters Score -4874794 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4875416.000000 Penalty: 5160.949707
	Iteration 7Q: 3 clusters Score -4875416 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4876318.500000 Penalty: 5160.949707
	Iteration 8F: 3 clusters Score -4876318 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4877555.500000 Penalty: 5160.949707
	Iteration 9F: 3 clusters Score -4877556 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -4879228.000000 Penalty: 5160.949707
	Iteration 10F: 3 clusters Score -4879228 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4881052.000000 Penalty: 5160.949707
	Iteration 11F: 3 clusters Score -4881052 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4882655.500000 Penalty: 5160.949707
	Iteration 12F: 3 clusters Score -4882656 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4883636.500000 Penalty: 5160.949707
	Iteration 13Q: 3 clusters Score -4883636 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4884217.000000 Penalty: 5160.949707
	Iteration 14Q: 3 clusters Score -4884217 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4884523.500000 Penalty: 5160.949707
	Iteration 15Q: 3 clusters Score -4884524 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4884680.500000 Penalty: 5160.949707
	Iteration 16Q: 3 clusters Score -4884680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4884758.000000 Penalty: 5160.949707
	Iteration 17Q: 3 clusters Score -4884758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4884813.500000 Penalty: 5160.949707
	Iteration 18Q: 3 clusters Score -4884814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4884847.000000 Penalty: 5160.949707
	Iteration 19Q: 3 clusters Score -4884847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4884867.500000 Penalty: 5160.949707
	Iteration 20F: 3 clusters Score -4884868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4884895.500000 Penalty: 5160.949707
	Iteration 21Q: 3 clusters Score -4884896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4884912.500000 Penalty: 5160.949707
	Iteration 22Q: 3 clusters Score -4884912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4884926.000000 Penalty: 5160.949707
	Iteration 23Q: 3 clusters Score -4884926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4884926.500000 Penalty: 5160.949707
	Iteration 24Q: 3 clusters Score -4884926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4884929.000000 Penalty: 5160.949707
	Iteration 25Q: 3 clusters Score -4884929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4884942.000000 Penalty: 5160.949707
	Iteration 26Q: 3 clusters Score -4884942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4884953.500000 Penalty: 5160.949707
	Iteration 27Q: 3 clusters Score -4884954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4884961.500000 Penalty: 5160.949707
	Iteration 28Q: 3 clusters Score -4884962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4884962.000000 Penalty: 5160.949707
	Iteration 29Q: 3 clusters Score -4884962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4884960.500000 Penalty: 5160.949707
	Iteration 30Q: 3 clusters Score -4884960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4884968.000000 Penalty: 5160.949707
	Iteration 31Q: 3 clusters Score -4884968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4884966.500000 Penalty: 5160.949707
	Iteration 32Q: 3 clusters Score -4884966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4884966.500000 Penalty: 5160.949707
	Iteration 33F: 3 clusters Score -4884966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1486205.000000 Penalty: 2295.767822
	Iteration 0F: 2 clusters Score -1486205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1478250.750000 Penalty: 4591.535645
	Iteration 0F: 3 clusters Score -1478251 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1480687.875000 Penalty: 4591.535645
	Iteration 1F: 3 clusters Score -1480688 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1481098.000000 Penalty: 4591.535645
	Iteration 2F: 3 clusters Score -1481098 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1481407.375000 Penalty: 4591.535645
	Iteration 3F: 3 clusters Score -1481407 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1481676.500000 Penalty: 4591.535645
	Iteration 4Q: 3 clusters Score -1481676 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1481897.375000 Penalty: 4591.535645
	Iteration 5Q: 3 clusters Score -1481897 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1482133.750000 Penalty: 4591.535645
	Iteration 6Q: 3 clusters Score -1482134 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1482393.875000 Penalty: 4591.535645
	Iteration 7Q: 3 clusters Score -1482394 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1482703.500000 Penalty: 4591.535645
	Iteration 8Q: 3 clusters Score -1482704 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1483066.875000 Penalty: 4591.535645
	Iteration 9Q: 3 clusters Score -1483067 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1483386.500000 Penalty: 4591.535645
	Iteration 10Q: 3 clusters Score -1483386 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1483654.375000 Penalty: 4591.535645
	Iteration 11Q: 3 clusters Score -1483654 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1483812.500000 Penalty: 4591.535645
	Iteration 12Q: 3 clusters Score -1483812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1483931.250000 Penalty: 4591.535645
	Iteration 13Q: 3 clusters Score -1483931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1483999.500000 Penalty: 4591.535645
	Iteration 14Q: 3 clusters Score -1484000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1484037.875000 Penalty: 4591.535645
	Iteration 15Q: 3 clusters Score -1484038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1484072.125000 Penalty: 4591.535645
	Iteration 16Q: 3 clusters Score -1484072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1484095.125000 Penalty: 4591.535645
	Iteration 17Q: 3 clusters Score -1484095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1484116.375000 Penalty: 4591.535645
	Iteration 18Q: 3 clusters Score -1484116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1484148.375000 Penalty: 4591.535645
	Iteration 19Q: 3 clusters Score -1484148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1484175.250000 Penalty: 4591.535645
	Iteration 20F: 3 clusters Score -1484175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1484189.500000 Penalty: 4591.535645
	Iteration 21Q: 3 clusters Score -1484190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1484199.250000 Penalty: 4591.535645
	Iteration 22Q: 3 clusters Score -1484199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1484213.375000 Penalty: 4591.535645
	Iteration 23Q: 3 clusters Score -1484213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1484230.125000 Penalty: 4591.535645
	Iteration 24Q: 3 clusters Score -1484230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1484243.250000 Penalty: 4591.535645
	Iteration 25Q: 3 clusters Score -1484243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1484263.625000 Penalty: 4591.535645
	Iteration 26Q: 3 clusters Score -1484264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1484280.750000 Penalty: 4591.535645
	Iteration 27Q: 3 clusters Score -1484281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1484289.625000 Penalty: 4591.535645
	Iteration 28Q: 3 clusters Score -1484290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1484288.875000 Penalty: 4591.535645
	Iteration 29Q: 3 clusters Score -1484289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1484295.875000 Penalty: 4591.535645
	Iteration 30Q: 3 clusters Score -1484296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1484299.375000 Penalty: 4591.535645
	Iteration 31Q: 3 clusters Score -1484299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1484301.625000 Penalty: 4591.535645
	Iteration 32Q: 3 clusters Score -1484302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1484304.500000 Penalty: 4591.535645
	Iteration 33Q: 3 clusters Score -1484304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1484303.875000 Penalty: 4591.535645
	Iteration 34Q: 3 clusters Score -1484304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1484306.750000 Penalty: 4591.535645
	Iteration 35Q: 3 clusters Score -1484307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1484306.625000 Penalty: 4591.535645
	Iteration 36Q: 3 clusters Score -1484307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1484306.625000 Penalty: 4591.535645
	Iteration 37F: 3 clusters Score -1484307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -326185.562500 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -326185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -323235.187500 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -323235.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -323985.343750 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -323985.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -324407.093750 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -324407.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -324684.593750 Penalty: 3886.447266
	Iteration 3F: 3 clusters Score -324684.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -324907.562500 Penalty: 3886.447266
	Iteration 4F: 3 clusters Score -324907.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -325037.593750 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -325037.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325136.281250 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -325136.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -325212.093750 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -325212.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325299.187500 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -325299.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325392.218750 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -325392.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -325479.218750 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -325479.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -325534.687500 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -325534.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -325576.062500 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -325576.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -325605.468750 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -325605.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -325624.593750 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -325624.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -325639.031250 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -325639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -325641.156250 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -325641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -325649.312500 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -325649.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -325652.562500 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -325652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325655.218750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -325655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -325660.625000 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -325660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -325664.937500 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -325664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -325668.812500 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -325668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -325670.843750 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -325670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -325675.218750 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -325675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -325678.718750 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -325678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -325682.937500 Penalty: 3886.447266
	Iteration 26Q: 3 clusters Score -325682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325684.843750 Penalty: 3886.447266
	Iteration 27Q: 3 clusters Score -325684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -325685.593750 Penalty: 3886.447266
	Iteration 28Q: 3 clusters Score -325685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325685.968750 Penalty: 3886.447266
	Iteration 29Q: 3 clusters Score -325686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -325688.593750 Penalty: 3886.447266
	Iteration 30Q: 3 clusters Score -325688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -325691.906250 Penalty: 3886.447266
	Iteration 31Q: 3 clusters Score -325691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -325693.156250 Penalty: 3886.447266
	Iteration 32Q: 3 clusters Score -325693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -325694.093750 Penalty: 3886.447266
	Iteration 33Q: 3 clusters Score -325694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325694.406250 Penalty: 3886.447266
	Iteration 34Q: 3 clusters Score -325694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325696.312500 Penalty: 3886.447266
	Iteration 35Q: 3 clusters Score -325696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -325698.656250 Penalty: 3886.447266
	Iteration 36Q: 3 clusters Score -325698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -325699.500000 Penalty: 3886.447266
	Iteration 37Q: 3 clusters Score -325699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -325699.531250 Penalty: 3886.447266
	Iteration 38Q: 3 clusters Score -325699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -325700.593750 Penalty: 3886.447266
	Iteration 39Q: 3 clusters Score -325700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -325701.375000 Penalty: 3886.447266
	Iteration 40F: 3 clusters Score -325701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -325701.031250 Penalty: 3886.447266
	Iteration 41Q: 3 clusters Score -325701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -325701.031250 Penalty: 3886.447266
	Iteration 42F: 3 clusters Score -325701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 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 417 members 
Entering Unmasked Estep 
Score: -100239.875000 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100239.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101034.390625 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -101034.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101516.000000 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101699.078125 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -101699.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101773.656250 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -101773.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101829.304688 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -101829.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101881.265625 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -101881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101946.437500 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -101946.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102018.078125 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -102018.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102140.632812 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -102140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102295.625000 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -102295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102370.039062 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -102370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102433.765625 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -102433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -102482.078125 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -102482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102509.171875 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -102509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102511.304688 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -102511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102514.257812 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -102514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -102515.984375 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -102516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -102515.984375 Penalty: 3330.830322
	Iteration 18F: 3 clusters Score -102516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155948 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 54408 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11893 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23912 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142820 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 263 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41076 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 562 members 
Entering Unmasked Estep 
Score: -128956808.000000 Penalty: 115654.703125
Splitting cluster 30 changes total score from -128957872.000000 to -128956808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60808.781250 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60808.78 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61461.289062 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -61461.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61653.617188 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -61653.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61743.484375 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -61743.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61807.515625 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -61807.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61843.738281 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61843.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61881.925781 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -61881.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61881.925781 Penalty: 3070.396484
	Iteration 7F: 3 clusters Score -61881.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Entering Unmasked Estep 
Score: -6077076.500000 Penalty: 2634.548584
	Iteration 0F: 2 clusters Score -6077076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -6049219.500000 Penalty: 5269.097168
	Iteration 0F: 3 clusters Score -6049220 nChanged 18884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -6059623.500000 Penalty: 5269.097168
	Iteration 1F: 3 clusters Score -6059624 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -6060236.500000 Penalty: 5269.097168
	Iteration 2Q: 3 clusters Score -6060236 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -6060895.000000 Penalty: 5269.097168
	Iteration 3Q: 3 clusters Score -6060895 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6061707.500000 Penalty: 5269.097168
	Iteration 4Q: 3 clusters Score -6061708 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -6062979.500000 Penalty: 5269.097168
	Iteration 5F: 3 clusters Score -6062980 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6064939.500000 Penalty: 5269.097168
	Iteration 6F: 3 clusters Score -6064940 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -6067604.000000 Penalty: 5269.097168
	Iteration 7F: 3 clusters Score -6067604 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -6070375.000000 Penalty: 5269.097168
	Iteration 8F: 3 clusters Score -6070375 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6072458.000000 Penalty: 5269.097168
	Iteration 9F: 3 clusters Score -6072458 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -6073643.000000 Penalty: 5269.097168
	Iteration 10Q: 3 clusters Score -6073643 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -6074237.000000 Penalty: 5269.097168
	Iteration 11Q: 3 clusters Score -6074237 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -6074475.500000 Penalty: 5269.097168
	Iteration 12Q: 3 clusters Score -6074476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -6074600.500000 Penalty: 5269.097168
	Iteration 13Q: 3 clusters Score -6074600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -6074668.500000 Penalty: 5269.097168
	Iteration 14Q: 3 clusters Score -6074668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -6074710.000000 Penalty: 5269.097168
	Iteration 15Q: 3 clusters Score -6074710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -6074747.000000 Penalty: 5269.097168
	Iteration 16Q: 3 clusters Score -6074747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6074770.000000 Penalty: 5269.097168
	Iteration 17Q: 3 clusters Score -6074770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -6074777.500000 Penalty: 5269.097168
	Iteration 18Q: 3 clusters Score -6074778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -6074783.000000 Penalty: 5269.097168
	Iteration 19Q: 3 clusters Score -6074783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -6074784.500000 Penalty: 5269.097168
	Iteration 20F: 3 clusters Score -6074784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -6074786.000000 Penalty: 5269.097168
	Iteration 21Q: 3 clusters Score -6074786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6074789.500000 Penalty: 5269.097168
	Iteration 22Q: 3 clusters Score -6074790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -6074793.000000 Penalty: 5269.097168
	Iteration 23Q: 3 clusters Score -6074793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6074790.500000 Penalty: 5269.097168
	Iteration 24Q: 3 clusters Score -6074790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -6074791.000000 Penalty: 5269.097168
	Iteration 25Q: 3 clusters Score -6074791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6074792.000000 Penalty: 5269.097168
	Iteration 26Q: 3 clusters Score -6074792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6074792.000000 Penalty: 5269.097168
	Iteration 27F: 3 clusters Score -6074792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 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 283 members 
Entering Unmasked Estep 
Score: -77047.937500 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77047.94 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77322.468750 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77322.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77470.750000 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77470.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77511.281250 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -77511.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77542.445312 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -77542.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77583.164062 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -77583.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77605.921875 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -77605.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77623.507812 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -77623.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77644.625000 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -77644.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77654.890625 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -77654.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77665.804688 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -77665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -77677.406250 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -77677.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77690.953125 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -77690.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77727.632812 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -77727.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77739.867188 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -77739.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77747.109375 Penalty: 3170.390869
	Iteration 15Q: 3 clusters Score -77747.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77759.773438 Penalty: 3170.390869
	Iteration 16Q: 3 clusters Score -77759.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -77780.312500 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -77780.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77804.734375 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -77804.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -77808.406250 Penalty: 3170.390869
	Iteration 19Q: 3 clusters Score -77808.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77826.000000 Penalty: 3170.390869
	Iteration 20F: 3 clusters Score -77826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77832.203125 Penalty: 3170.390869
	Iteration 21Q: 3 clusters Score -77832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77836.031250 Penalty: 3170.390869
	Iteration 22Q: 3 clusters Score -77836.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77848.578125 Penalty: 3170.390869
	Iteration 23Q: 3 clusters Score -77848.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77859.484375 Penalty: 3170.390869
	Iteration 24Q: 3 clusters Score -77859.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77863.148438 Penalty: 3170.390869
	Iteration 25Q: 3 clusters Score -77863.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77873.882812 Penalty: 3170.390869
	Iteration 26Q: 3 clusters Score -77873.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77909.718750 Penalty: 3170.390869
	Iteration 27Q: 3 clusters Score -77909.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77918.421875 Penalty: 3170.390869
	Iteration 28Q: 3 clusters Score -77918.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77924.500000 Penalty: 3170.390869
	Iteration 29Q: 3 clusters Score -77924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77926.640625 Penalty: 3170.390869
	Iteration 30Q: 3 clusters Score -77926.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77931.789062 Penalty: 3170.390869
	Iteration 31Q: 3 clusters Score -77931.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77940.773438 Penalty: 3170.390869
	Iteration 32Q: 3 clusters Score -77940.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77940.773438 Penalty: 3170.390869
	Iteration 33F: 3 clusters Score -77940.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155948 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 54408 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11893 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23912 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142820 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41076 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957896.000000 Penalty: 112253.093750
Iteration 399Q: 34 clusters Score -1.289579e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155941 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 54411 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55992 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 11888 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23914 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142826 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41080 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957920.000000 Penalty: 112253.093750
Iteration 400F: 34 clusters Score -1.289579e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155940 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 54412 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35595 members 
Mstep: Class 11 contains 66387 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55991 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21077 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23916 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142830 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41082 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957944.000000 Penalty: 112253.093750
Iteration 401Q: 34 clusters Score -1.289579e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155940 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 54412 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35594 members 
Mstep: Class 11 contains 66386 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55992 members 
Mstep: Class 15 contains 28806 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11885 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23918 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142832 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41083 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 402Q: 34 clusters Score -1.289578e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155938 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 54414 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35594 members 
Mstep: Class 11 contains 66386 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55991 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11884 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21076 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23918 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142834 members 
Mstep: Class 27 contains 33027 members 
Mstep: Class 28 contains 10478 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41084 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957880.000000 Penalty: 112253.093750
Iteration 403Q: 34 clusters Score -1.289579e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155937 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 54417 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35593 members 
Mstep: Class 11 contains 66386 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55990 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23920 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142837 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10478 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41084 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957888.000000 Penalty: 112253.093750
Iteration 404Q: 34 clusters Score -1.289579e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155935 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43206 members 
Mstep: Class 8 contains 54419 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66387 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55991 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23922 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142840 members 
Mstep: Class 27 contains 33024 members 
Mstep: Class 28 contains 10478 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41086 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957920.000000 Penalty: 112253.093750
Iteration 405Q: 34 clusters Score -1.289579e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155933 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43208 members 
Mstep: Class 8 contains 54420 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66387 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23922 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142839 members 
Mstep: Class 27 contains 33023 members 
Mstep: Class 28 contains 10478 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41086 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957904.000000 Penalty: 112253.093750
Iteration 406Q: 34 clusters Score -1.289579e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155930 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 54420 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66388 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11529 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23923 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142840 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41086 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 407Q: 34 clusters Score -1.289579e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155927 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66388 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23923 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142842 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41089 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957888.000000 Penalty: 112253.093750
Iteration 408Q: 34 clusters Score -1.289579e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155925 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55994 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 43401 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23924 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142843 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41091 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957912.000000 Penalty: 112253.093750
Iteration 409Q: 34 clusters Score -1.289579e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155923 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55994 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 43399 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21068 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 11528 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23925 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142844 members 
Mstep: Class 27 contains 33024 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41093 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957872.000000 Penalty: 112253.093750
Iteration 410Q: 34 clusters Score -1.289579e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155924 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55994 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 43397 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21068 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23925 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142843 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41093 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957856.000000 Penalty: 112253.093750
Iteration 411Q: 34 clusters Score -1.289579e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155924 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54422 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55996 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 43394 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142843 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41093 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 412Q: 34 clusters Score -1.289578e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155925 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66388 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142843 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41093 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957840.000000 Penalty: 112253.093750
Iteration 413Q: 34 clusters Score -1.289578e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155925 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66387 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43391 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142845 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957840.000000 Penalty: 112253.093750
Iteration 414Q: 34 clusters Score -1.289578e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155923 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55997 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43391 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142846 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957808.000000 Penalty: 112253.093750
Iteration 415Q: 34 clusters Score -1.289578e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55996 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43392 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142847 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957832.000000 Penalty: 112253.093750
Iteration 416Q: 34 clusters Score -1.289578e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55995 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142847 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 417Q: 34 clusters Score -1.289578e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55995 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142847 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128957824.000000 Penalty: 112253.093750
Iteration 418F: 34 clusters Score -1.289578e+08 nChanged 0
Entering ConstructFrom: 
Score: -128957824.000000 Penalty: 112253.093750
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -92796.054688 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -92796.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91129.992188 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -91129.99 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91623.859375 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -91623.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91977.656250 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -91977.66 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -92372.148438 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -92372.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92769.523438 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -92769.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92956.937500 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -92956.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -93055.781250 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -93055.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93152.992188 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -93152.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93292.140625 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -93292.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -93338.156250 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -93338.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93360.742188 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -93360.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -93379.164062 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -93379.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -93379.164062 Penalty: 3360.014893
	Iteration 12F: 3 clusters Score -93379.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55995 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142847 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 763 members 
Entering Unmasked Estep 
Score: -128956872.000000 Penalty: 115654.703125
Splitting cluster 1 changes total score from -128957824.000000 to -128956872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Entering Unmasked Estep 
Score: -5638452.500000 Penalty: 2623.826660
	Iteration 0F: 2 clusters Score -5638452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5611848.500000 Penalty: 5247.653320
	Iteration 0F: 3 clusters Score -5611848 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5621757.000000 Penalty: 5247.653320
	Iteration 1F: 3 clusters Score -5621757 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5622309.500000 Penalty: 5247.653320
	Iteration 2Q: 3 clusters Score -5622310 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5622839.000000 Penalty: 5247.653320
	Iteration 3Q: 3 clusters Score -5622839 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5623451.000000 Penalty: 5247.653320
	Iteration 4Q: 3 clusters Score -5623451 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -5624247.500000 Penalty: 5247.653320
	Iteration 5Q: 3 clusters Score -5624248 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5625357.500000 Penalty: 5247.653320
	Iteration 6F: 3 clusters Score -5625358 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5626997.500000 Penalty: 5247.653320
	Iteration 7F: 3 clusters Score -5626998 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5629315.500000 Penalty: 5247.653320
	Iteration 8F: 3 clusters Score -5629316 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -5631737.000000 Penalty: 5247.653320
	Iteration 9F: 3 clusters Score -5631737 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5633932.000000 Penalty: 5247.653320
	Iteration 10F: 3 clusters Score -5633932 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -5635589.000000 Penalty: 5247.653320
	Iteration 11Q: 3 clusters Score -5635589 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5636551.500000 Penalty: 5247.653320
	Iteration 12Q: 3 clusters Score -5636552 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5637060.000000 Penalty: 5247.653320
	Iteration 13Q: 3 clusters Score -5637060 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5637271.500000 Penalty: 5247.653320
	Iteration 14Q: 3 clusters Score -5637272 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -5637414.500000 Penalty: 5247.653320
	Iteration 15Q: 3 clusters Score -5637414 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5637501.000000 Penalty: 5247.653320
	Iteration 16Q: 3 clusters Score -5637501 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5637569.500000 Penalty: 5247.653320
	Iteration 17Q: 3 clusters Score -5637570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -5637579.500000 Penalty: 5247.653320
	Iteration 18Q: 3 clusters Score -5637580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -5637594.500000 Penalty: 5247.653320
	Iteration 19Q: 3 clusters Score -5637594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5637601.500000 Penalty: 5247.653320
	Iteration 20F: 3 clusters Score -5637602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5637595.500000 Penalty: 5247.653320
	Iteration 21Q: 3 clusters Score -5637596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5637607.000000 Penalty: 5247.653320
	Iteration 22Q: 3 clusters Score -5637607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5637616.000000 Penalty: 5247.653320
	Iteration 23Q: 3 clusters Score -5637616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5637617.000000 Penalty: 5247.653320
	Iteration 24Q: 3 clusters Score -5637617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5637618.000000 Penalty: 5247.653320
	Iteration 25Q: 3 clusters Score -5637618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5637619.000000 Penalty: 5247.653320
	Iteration 26Q: 3 clusters Score -5637619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5637628.500000 Penalty: 5247.653320
	Iteration 27Q: 3 clusters Score -5637628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -5637627.500000 Penalty: 5247.653320
	Iteration 28Q: 3 clusters Score -5637628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5637622.000000 Penalty: 5247.653320
	Iteration 29Q: 3 clusters Score -5637622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5637623.500000 Penalty: 5247.653320
	Iteration 30Q: 3 clusters Score -5637624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5637621.500000 Penalty: 5247.653320
	Iteration 31Q: 3 clusters Score -5637622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5637623.000000 Penalty: 5247.653320
	Iteration 32Q: 3 clusters Score -5637623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5637623.000000 Penalty: 5247.653320
	Iteration 33F: 3 clusters Score -5637623 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: -358055.125000 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -358055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -355136.093750 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -355136.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -355667.468750 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -355667.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -355814.062500 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -355814.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -355885.718750 Penalty: 3872.323242
	Iteration 3Q: 3 clusters Score -355885.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -355934.781250 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -355934.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -355957.062500 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -355957.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -355974.750000 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -355974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -355989.687500 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -355989.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356002.250000 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -356002.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356010.125000 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -356010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356013.375000 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -356013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356017.218750 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -356017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356019.718750 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -356019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -356022.125000 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -356022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356023.531250 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -356023.5 nChanged 5
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: -356027.000000 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -356027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -356030.468750 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -356030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -356033.375000 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -356033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -356034.625000 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -356034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -356034.625000 Penalty: 3872.323242
	Iteration 19F: 3 clusters Score -356034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Entering Unmasked Estep 
Score: -22862798.000000 Penalty: 2965.363525
	Iteration 0F: 2 clusters Score -2.28628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -22762308.000000 Penalty: 5930.727051
	Iteration 0F: 3 clusters Score -2.276231e+07 nChanged 74492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -22804940.000000 Penalty: 5930.727051
	Iteration 1F: 3 clusters Score -2.280494e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -22805842.000000 Penalty: 5930.727051
	Iteration 2Q: 3 clusters Score -2.280584e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -22806706.000000 Penalty: 5930.727051
	Iteration 3Q: 3 clusters Score -2.280671e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -22807952.000000 Penalty: 5930.727051
	Iteration 4Q: 3 clusters Score -2.280795e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -22809328.000000 Penalty: 5930.727051
	Iteration 5Q: 3 clusters Score -2.280933e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -22811622.000000 Penalty: 5930.727051
	Iteration 6Q: 3 clusters Score -2.281162e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -22815096.000000 Penalty: 5930.727051
	Iteration 7Q: 3 clusters Score -2.28151e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -22819928.000000 Penalty: 5930.727051
	Iteration 8F: 3 clusters Score -2.281993e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -22826352.000000 Penalty: 5930.727051
	Iteration 9F: 3 clusters Score -2.282635e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -22834358.000000 Penalty: 5930.727051
	Iteration 10F: 3 clusters Score -2.283436e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -22841010.000000 Penalty: 5930.727051
	Iteration 11F: 3 clusters Score -2.284101e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -22844644.000000 Penalty: 5930.727051
	Iteration 12F: 3 clusters Score -2.284464e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -22846230.000000 Penalty: 5930.727051
	Iteration 13Q: 3 clusters Score -2.284623e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -22847108.000000 Penalty: 5930.727051
	Iteration 14Q: 3 clusters Score -2.284711e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -22847844.000000 Penalty: 5930.727051
	Iteration 15Q: 3 clusters Score -2.284784e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -22848518.000000 Penalty: 5930.727051
	Iteration 16Q: 3 clusters Score -2.284852e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -22849310.000000 Penalty: 5930.727051
	Iteration 17Q: 3 clusters Score -2.284931e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -22849954.000000 Penalty: 5930.727051
	Iteration 18Q: 3 clusters Score -2.284995e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -22850632.000000 Penalty: 5930.727051
	Iteration 19Q: 3 clusters Score -2.285063e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -22851394.000000 Penalty: 5930.727051
	Iteration 20F: 3 clusters Score -2.285139e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -22851898.000000 Penalty: 5930.727051
	Iteration 21Q: 3 clusters Score -2.28519e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -22852170.000000 Penalty: 5930.727051
	Iteration 22Q: 3 clusters Score -2.285217e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -22852442.000000 Penalty: 5930.727051
	Iteration 23Q: 3 clusters Score -2.285244e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -22852736.000000 Penalty: 5930.727051
	Iteration 24Q: 3 clusters Score -2.285274e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -22852876.000000 Penalty: 5930.727051
	Iteration 25Q: 3 clusters Score -2.285288e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -22853000.000000 Penalty: 5930.727051
	Iteration 26Q: 3 clusters Score -2.2853e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -22853096.000000 Penalty: 5930.727051
	Iteration 27Q: 3 clusters Score -2.28531e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -22853188.000000 Penalty: 5930.727051
	Iteration 28Q: 3 clusters Score -2.285319e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -22853342.000000 Penalty: 5930.727051
	Iteration 29Q: 3 clusters Score -2.285334e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -22853498.000000 Penalty: 5930.727051
	Iteration 30Q: 3 clusters Score -2.28535e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -22853554.000000 Penalty: 5930.727051
	Iteration 31Q: 3 clusters Score -2.285355e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -22853662.000000 Penalty: 5930.727051
	Iteration 32Q: 3 clusters Score -2.285366e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -22853792.000000 Penalty: 5930.727051
	Iteration 33Q: 3 clusters Score -2.285379e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -22854052.000000 Penalty: 5930.727051
	Iteration 34Q: 3 clusters Score -2.285405e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -22854154.000000 Penalty: 5930.727051
	Iteration 35Q: 3 clusters Score -2.285415e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -22854344.000000 Penalty: 5930.727051
	Iteration 36Q: 3 clusters Score -2.285434e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -22854544.000000 Penalty: 5930.727051
	Iteration 37Q: 3 clusters Score -2.285454e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -22854732.000000 Penalty: 5930.727051
	Iteration 38Q: 3 clusters Score -2.285473e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -22854818.000000 Penalty: 5930.727051
	Iteration 39Q: 3 clusters Score -2.285482e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -22855000.000000 Penalty: 5930.727051
	Iteration 40F: 3 clusters Score -2.2855e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -22855234.000000 Penalty: 5930.727051
	Iteration 41Q: 3 clusters Score -2.285523e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -22855500.000000 Penalty: 5930.727051
	Iteration 42Q: 3 clusters Score -2.28555e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -22855686.000000 Penalty: 5930.727051
	Iteration 43Q: 3 clusters Score -2.285569e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -22855760.000000 Penalty: 5930.727051
	Iteration 44Q: 3 clusters Score -2.285576e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 122489 members 
Entering Unmasked Estep 
Score: -22856128.000000 Penalty: 5930.727051
	Iteration 45Q: 3 clusters Score -2.285613e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -22856482.000000 Penalty: 5930.727051
	Iteration 46Q: 3 clusters Score -2.285648e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 128829 members 
Entering Unmasked Estep 
Score: -22856654.000000 Penalty: 5930.727051
	Iteration 47Q: 3 clusters Score -2.285665e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 132158 members 
Entering Unmasked Estep 
Score: -22856898.000000 Penalty: 5930.727051
	Iteration 48Q: 3 clusters Score -2.28569e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -22857358.000000 Penalty: 5930.727051
	Iteration 49Q: 3 clusters Score -2.285736e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 138808 members 
Entering Unmasked Estep 
Score: -22857832.000000 Penalty: 5930.727051
	Iteration 50Q: 3 clusters Score -2.285783e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -22858262.000000 Penalty: 5930.727051
	Iteration 51Q: 3 clusters Score -2.285826e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -22858596.000000 Penalty: 5930.727051
	Iteration 52Q: 3 clusters Score -2.28586e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 146975 members 
Entering Unmasked Estep 
Score: -22859074.000000 Penalty: 5930.727051
	Iteration 53Q: 3 clusters Score -2.285907e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -22859238.000000 Penalty: 5930.727051
	Iteration 54Q: 3 clusters Score -2.285924e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -22859420.000000 Penalty: 5930.727051
	Iteration 55Q: 3 clusters Score -2.285942e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -22859466.000000 Penalty: 5930.727051
	Iteration 56Q: 3 clusters Score -2.285947e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -22859422.000000 Penalty: 5930.727051
	Iteration 57Q: 3 clusters Score -2.285942e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -22859434.000000 Penalty: 5930.727051
	Iteration 58Q: 3 clusters Score -2.285943e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -22859426.000000 Penalty: 5930.727051
	Iteration 59Q: 3 clusters Score -2.285943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -22860004.000000 Penalty: 5930.727051
	Iteration 60F: 3 clusters Score -2.286e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -22860092.000000 Penalty: 5930.727051
	Iteration 61Q: 3 clusters Score -2.286009e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -22860194.000000 Penalty: 5930.727051
	Iteration 62Q: 3 clusters Score -2.286019e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -22860364.000000 Penalty: 5930.727051
	Iteration 63Q: 3 clusters Score -2.286036e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -22860408.000000 Penalty: 5930.727051
	Iteration 64Q: 3 clusters Score -2.286041e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -22860446.000000 Penalty: 5930.727051
	Iteration 65Q: 3 clusters Score -2.286045e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -22860452.000000 Penalty: 5930.727051
	Iteration 66Q: 3 clusters Score -2.286045e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -22860456.000000 Penalty: 5930.727051
	Iteration 67Q: 3 clusters Score -2.286046e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -22860488.000000 Penalty: 5930.727051
	Iteration 68Q: 3 clusters Score -2.286049e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -22860476.000000 Penalty: 5930.727051
	Iteration 69Q: 3 clusters Score -2.286048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -22860462.000000 Penalty: 5930.727051
	Iteration 70Q: 3 clusters Score -2.286046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -22860480.000000 Penalty: 5930.727051
	Iteration 71Q: 3 clusters Score -2.286048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -22860480.000000 Penalty: 5930.727051
	Iteration 72Q: 3 clusters Score -2.286048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -22860510.000000 Penalty: 5930.727051
	Iteration 73Q: 3 clusters Score -2.286051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -22860520.000000 Penalty: 5930.727051
	Iteration 74Q: 3 clusters Score -2.286052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -22860536.000000 Penalty: 5930.727051
	Iteration 75Q: 3 clusters Score -2.286054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -22860530.000000 Penalty: 5930.727051
	Iteration 76Q: 3 clusters Score -2.286053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 155282 members 
Entering Unmasked Estep 
Score: -22860526.000000 Penalty: 5930.727051
	Iteration 77Q: 3 clusters Score -2.286053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 155294 members 
Entering Unmasked Estep 
Score: -22860542.000000 Penalty: 5930.727051
	Iteration 78Q: 3 clusters Score -2.286054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155304 members 
Entering Unmasked Estep 
Score: -22860546.000000 Penalty: 5930.727051
	Iteration 79Q: 3 clusters Score -2.286055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 155312 members 
Entering Unmasked Estep 
Score: -22860548.000000 Penalty: 5930.727051
	Iteration 80F: 3 clusters Score -2.286055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -22860544.000000 Penalty: 5930.727051
	Iteration 81Q: 3 clusters Score -2.286054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -22860538.000000 Penalty: 5930.727051
	Iteration 82Q: 3 clusters Score -2.286054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -22860518.000000 Penalty: 5930.727051
	Iteration 83Q: 3 clusters Score -2.286052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -22860518.000000 Penalty: 5930.727051
	Iteration 84F: 3 clusters Score -2.286052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Entering Unmasked Estep 
Score: -5944147.000000 Penalty: 2640.784668
	Iteration 0F: 2 clusters Score -5944147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5915522.500000 Penalty: 5281.569336
	Iteration 0F: 3 clusters Score -5915522 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5926378.000000 Penalty: 5281.569336
	Iteration 1F: 3 clusters Score -5926378 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5927162.000000 Penalty: 5281.569336
	Iteration 2Q: 3 clusters Score -5927162 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5927939.000000 Penalty: 5281.569336
	Iteration 3Q: 3 clusters Score -5927939 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5928876.500000 Penalty: 5281.569336
	Iteration 4Q: 3 clusters Score -5928876 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5930091.000000 Penalty: 5281.569336
	Iteration 5F: 3 clusters Score -5930091 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5931685.500000 Penalty: 5281.569336
	Iteration 6F: 3 clusters Score -5931686 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5933747.000000 Penalty: 5281.569336
	Iteration 7F: 3 clusters Score -5933747 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5936142.000000 Penalty: 5281.569336
	Iteration 8F: 3 clusters Score -5936142 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5938250.500000 Penalty: 5281.569336
	Iteration 9F: 3 clusters Score -5938250 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5939698.500000 Penalty: 5281.569336
	Iteration 10F: 3 clusters Score -5939698 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -5940362.500000 Penalty: 5281.569336
	Iteration 11Q: 3 clusters Score -5940362 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5940752.000000 Penalty: 5281.569336
	Iteration 12Q: 3 clusters Score -5940752 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5941005.000000 Penalty: 5281.569336
	Iteration 13Q: 3 clusters Score -5941005 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5941269.500000 Penalty: 5281.569336
	Iteration 14Q: 3 clusters Score -5941270 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5941475.000000 Penalty: 5281.569336
	Iteration 15Q: 3 clusters Score -5941475 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5941680.500000 Penalty: 5281.569336
	Iteration 16Q: 3 clusters Score -5941680 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5941869.000000 Penalty: 5281.569336
	Iteration 17Q: 3 clusters Score -5941869 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5942076.500000 Penalty: 5281.569336
	Iteration 18Q: 3 clusters Score -5942076 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5942253.000000 Penalty: 5281.569336
	Iteration 19Q: 3 clusters Score -5942253 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5942416.000000 Penalty: 5281.569336
	Iteration 20F: 3 clusters Score -5942416 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5942548.000000 Penalty: 5281.569336
	Iteration 21Q: 3 clusters Score -5942548 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5942658.500000 Penalty: 5281.569336
	Iteration 22Q: 3 clusters Score -5942658 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -5942741.000000 Penalty: 5281.569336
	Iteration 23Q: 3 clusters Score -5942741 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5942831.500000 Penalty: 5281.569336
	Iteration 24Q: 3 clusters Score -5942832 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5942926.000000 Penalty: 5281.569336
	Iteration 25Q: 3 clusters Score -5942926 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -5942975.500000 Penalty: 5281.569336
	Iteration 26Q: 3 clusters Score -5942976 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5943014.000000 Penalty: 5281.569336
	Iteration 27Q: 3 clusters Score -5943014 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5943024.000000 Penalty: 5281.569336
	Iteration 28Q: 3 clusters Score -5943024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -5943033.500000 Penalty: 5281.569336
	Iteration 29Q: 3 clusters Score -5943034 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -5943073.000000 Penalty: 5281.569336
	Iteration 30Q: 3 clusters Score -5943073 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -5943094.000000 Penalty: 5281.569336
	Iteration 31Q: 3 clusters Score -5943094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5943107.500000 Penalty: 5281.569336
	Iteration 32Q: 3 clusters Score -5943108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5943123.500000 Penalty: 5281.569336
	Iteration 33Q: 3 clusters Score -5943124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5943150.000000 Penalty: 5281.569336
	Iteration 34Q: 3 clusters Score -5943150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -5943156.000000 Penalty: 5281.569336
	Iteration 35Q: 3 clusters Score -5943156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5943144.500000 Penalty: 5281.569336
	Iteration 36Q: 3 clusters Score -5943144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5943159.000000 Penalty: 5281.569336
	Iteration 37Q: 3 clusters Score -5943159 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5943173.500000 Penalty: 5281.569336
	Iteration 38Q: 3 clusters Score -5943174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5943187.500000 Penalty: 5281.569336
	Iteration 39Q: 3 clusters Score -5943188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5943199.500000 Penalty: 5281.569336
	Iteration 40F: 3 clusters Score -5943200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5943198.500000 Penalty: 5281.569336
	Iteration 41Q: 3 clusters Score -5943198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5943211.000000 Penalty: 5281.569336
	Iteration 42Q: 3 clusters Score -5943211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5943206.500000 Penalty: 5281.569336
	Iteration 43Q: 3 clusters Score -5943206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5943205.500000 Penalty: 5281.569336
	Iteration 44Q: 3 clusters Score -5943206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5943209.500000 Penalty: 5281.569336
	Iteration 45Q: 3 clusters Score -5943210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5943207.000000 Penalty: 5281.569336
	Iteration 46Q: 3 clusters Score -5943207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -5943216.500000 Penalty: 5281.569336
	Iteration 47Q: 3 clusters Score -5943216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -5943217.500000 Penalty: 5281.569336
	Iteration 48Q: 3 clusters Score -5943218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5943224.000000 Penalty: 5281.569336
	Iteration 49Q: 3 clusters Score -5943224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5943222.000000 Penalty: 5281.569336
	Iteration 50Q: 3 clusters Score -5943222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5943224.000000 Penalty: 5281.569336
	Iteration 51Q: 3 clusters Score -5943224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5943235.000000 Penalty: 5281.569336
	Iteration 52Q: 3 clusters Score -5943235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5943241.000000 Penalty: 5281.569336
	Iteration 53Q: 3 clusters Score -5943241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -5943231.500000 Penalty: 5281.569336
	Iteration 54Q: 3 clusters Score -5943232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5943236.500000 Penalty: 5281.569336
	Iteration 55Q: 3 clusters Score -5943236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5943228.500000 Penalty: 5281.569336
	Iteration 56Q: 3 clusters Score -5943228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5943227.500000 Penalty: 5281.569336
	Iteration 57Q: 3 clusters Score -5943228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5943236.500000 Penalty: 5281.569336
	Iteration 58Q: 3 clusters Score -5943236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -5943231.500000 Penalty: 5281.569336
	Iteration 59Q: 3 clusters Score -5943232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5943223.000000 Penalty: 5281.569336
	Iteration 60F: 3 clusters Score -5943223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -5943234.500000 Penalty: 5281.569336
	Iteration 61Q: 3 clusters Score -5943234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5943231.000000 Penalty: 5281.569336
	Iteration 62Q: 3 clusters Score -5943231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5943231.000000 Penalty: 5281.569336
	Iteration 63Q: 3 clusters Score -5943231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5943231.000000 Penalty: 5281.569336
	Iteration 64Q: 3 clusters Score -5943231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -5943235.000000 Penalty: 5281.569336
	Iteration 65Q: 3 clusters Score -5943235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5943233.000000 Penalty: 5281.569336
	Iteration 66Q: 3 clusters Score -5943233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5943231.000000 Penalty: 5281.569336
	Iteration 67Q: 3 clusters Score -5943231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5943229.000000 Penalty: 5281.569336
	Iteration 68Q: 3 clusters Score -5943229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5943229.500000 Penalty: 5281.569336
	Iteration 69Q: 3 clusters Score -5943230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5943225.500000 Penalty: 5281.569336
	Iteration 70Q: 3 clusters Score -5943226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5943225.500000 Penalty: 5281.569336
	Iteration 71F: 3 clusters Score -5943226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -658046.062500 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -658046.1 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 2478 members 
Entering Unmasked Estep 
Score: -653537.187500 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -653537.2 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -654776.500000 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -654776.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -655096.000000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -655096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -655336.125000 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -655336.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -655500.500000 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -655500.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -655638.812500 Penalty: 4220.443848
	Iteration 5Q: 3 clusters Score -655638.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -655742.312500 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -655742.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -655828.687500 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -655828.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -655899.875000 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -655899.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -655960.437500 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -655960.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -656014.750000 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -656014.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -656052.937500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -656052.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -656090.062500 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -656090.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -656122.000000 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -656122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -656144.750000 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -656144.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -656163.250000 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -656163.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -656185.437500 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -656185.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -656208.437500 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -656208.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -656231.375000 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -656231.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -656245.375000 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -656245.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -656258.875000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -656258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -656271.812500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -656271.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -656288.375000 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -656288.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -656307.562500 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -656307.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -656323.937500 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -656323.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -656333.625000 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -656333.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -656340.500000 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -656340.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -656346.000000 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -656346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -656349.312500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -656349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -656350.125000 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -656350.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -656354.062500 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -656354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -656355.875000 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -656355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -656361.312500 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -656361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -656362.750000 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -656362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -656362.062500 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -656362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -656366.250000 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -656366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -656367.250000 Penalty: 4220.443848
	Iteration 36Q: 3 clusters Score -656367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -656368.687500 Penalty: 4220.443848
	Iteration 37Q: 3 clusters Score -656368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -656368.062500 Penalty: 4220.443848
	Iteration 38Q: 3 clusters Score -656368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -656368.812500 Penalty: 4220.443848
	Iteration 39Q: 3 clusters Score -656368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -656370.250000 Penalty: 4220.443848
	Iteration 40F: 3 clusters Score -656370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -656370.437500 Penalty: 4220.443848
	Iteration 41Q: 3 clusters Score -656370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -656370.625000 Penalty: 4220.443848
	Iteration 42Q: 3 clusters Score -656370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -656370.625000 Penalty: 4220.443848
	Iteration 43F: 3 clusters Score -656370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Entering Unmasked Estep 
Score: -6213440.000000 Penalty: 2647.109131
	Iteration 0F: 2 clusters Score -6213440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6184131.500000 Penalty: 5294.218262
	Iteration 0F: 3 clusters Score -6184132 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6195335.000000 Penalty: 5294.218262
	Iteration 1F: 3 clusters Score -6195335 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6196290.500000 Penalty: 5294.218262
	Iteration 2F: 3 clusters Score -6196290 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -6197652.000000 Penalty: 5294.218262
	Iteration 3F: 3 clusters Score -6197652 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -6199754.000000 Penalty: 5294.218262
	Iteration 4F: 3 clusters Score -6199754 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6202656.500000 Penalty: 5294.218262
	Iteration 5F: 3 clusters Score -6202656 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -6205823.500000 Penalty: 5294.218262
	Iteration 6F: 3 clusters Score -6205824 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6208334.000000 Penalty: 5294.218262
	Iteration 7F: 3 clusters Score -6208334 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6209995.000000 Penalty: 5294.218262
	Iteration 8Q: 3 clusters Score -6209995 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6210668.500000 Penalty: 5294.218262
	Iteration 9Q: 3 clusters Score -6210668 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6210919.000000 Penalty: 5294.218262
	Iteration 10Q: 3 clusters Score -6210919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6210992.500000 Penalty: 5294.218262
	Iteration 11Q: 3 clusters Score -6210992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6211031.500000 Penalty: 5294.218262
	Iteration 12Q: 3 clusters Score -6211032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6211050.000000 Penalty: 5294.218262
	Iteration 13Q: 3 clusters Score -6211050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6211060.000000 Penalty: 5294.218262
	Iteration 14Q: 3 clusters Score -6211060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6211070.000000 Penalty: 5294.218262
	Iteration 15Q: 3 clusters Score -6211070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6211067.000000 Penalty: 5294.218262
	Iteration 16Q: 3 clusters Score -6211067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6211073.500000 Penalty: 5294.218262
	Iteration 17Q: 3 clusters Score -6211074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6211079.500000 Penalty: 5294.218262
	Iteration 18Q: 3 clusters Score -6211080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6211086.500000 Penalty: 5294.218262
	Iteration 19Q: 3 clusters Score -6211086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6211093.500000 Penalty: 5294.218262
	Iteration 20F: 3 clusters Score -6211094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6211099.000000 Penalty: 5294.218262
	Iteration 21Q: 3 clusters Score -6211099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6211104.000000 Penalty: 5294.218262
	Iteration 22Q: 3 clusters Score -6211104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6211104.000000 Penalty: 5294.218262
	Iteration 23Q: 3 clusters Score -6211104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6211105.500000 Penalty: 5294.218262
	Iteration 24Q: 3 clusters Score -6211106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6211105.500000 Penalty: 5294.218262
	Iteration 25F: 3 clusters Score -6211106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Entering Unmasked Estep 
Score: -8045028.500000 Penalty: 2704.317383
	Iteration 0F: 2 clusters Score -8045028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -8008375.000000 Penalty: 5408.634766
	Iteration 0F: 3 clusters Score -8008375 nChanged 25195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -8022589.500000 Penalty: 5408.634766
	Iteration 1F: 3 clusters Score -8022590 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -8023607.500000 Penalty: 5408.634766
	Iteration 2Q: 3 clusters Score -8023608 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -8025285.500000 Penalty: 5408.634766
	Iteration 3F: 3 clusters Score -8025286 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -8027992.000000 Penalty: 5408.634766
	Iteration 4F: 3 clusters Score -8027992 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -8032125.000000 Penalty: 5408.634766
	Iteration 5F: 3 clusters Score -8032125 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -8036931.500000 Penalty: 5408.634766
	Iteration 6F: 3 clusters Score -8036932 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8040340.000000 Penalty: 5408.634766
	Iteration 7F: 3 clusters Score -8040340 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8041817.000000 Penalty: 5408.634766
	Iteration 8Q: 3 clusters Score -8041817 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8042322.500000 Penalty: 5408.634766
	Iteration 9Q: 3 clusters Score -8042322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8042457.500000 Penalty: 5408.634766
	Iteration 10Q: 3 clusters Score -8042458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8042521.000000 Penalty: 5408.634766
	Iteration 11Q: 3 clusters Score -8042521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8042570.500000 Penalty: 5408.634766
	Iteration 12Q: 3 clusters Score -8042570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8042598.500000 Penalty: 5408.634766
	Iteration 13Q: 3 clusters Score -8042598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8042605.000000 Penalty: 5408.634766
	Iteration 14Q: 3 clusters Score -8042605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8042605.000000 Penalty: 5408.634766
	Iteration 15F: 3 clusters Score -8042605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32609.833984 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32609.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31413.123047 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31413.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31668.271484 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31668.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31781.417969 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -31781.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31807.095703 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -31807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31812.601562 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -31812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31818.404297 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -31818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31818.404297 Penalty: 2807.103027
	Iteration 6F: 3 clusters Score -31818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Entering Unmasked Estep 
Score: -5281154.000000 Penalty: 2599.009277
	Iteration 0F: 2 clusters Score -5281154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5257043.000000 Penalty: 5198.018555
	Iteration 0F: 3 clusters Score -5257043 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5265727.000000 Penalty: 5198.018555
	Iteration 1F: 3 clusters Score -5265727 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5266162.500000 Penalty: 5198.018555
	Iteration 2Q: 3 clusters Score -5266162 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5266499.000000 Penalty: 5198.018555
	Iteration 3Q: 3 clusters Score -5266499 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5266801.000000 Penalty: 5198.018555
	Iteration 4Q: 3 clusters Score -5266801 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5267023.000000 Penalty: 5198.018555
	Iteration 5Q: 3 clusters Score -5267023 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -5267248.000000 Penalty: 5198.018555
	Iteration 6Q: 3 clusters Score -5267248 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5267549.000000 Penalty: 5198.018555
	Iteration 7Q: 3 clusters Score -5267549 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5267903.000000 Penalty: 5198.018555
	Iteration 8Q: 3 clusters Score -5267903 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -5268456.000000 Penalty: 5198.018555
	Iteration 9Q: 3 clusters Score -5268456 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5269260.500000 Penalty: 5198.018555
	Iteration 10Q: 3 clusters Score -5269260 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5270557.500000 Penalty: 5198.018555
	Iteration 11F: 3 clusters Score -5270558 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5272270.000000 Penalty: 5198.018555
	Iteration 12F: 3 clusters Score -5272270 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5274145.500000 Penalty: 5198.018555
	Iteration 13F: 3 clusters Score -5274146 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5275871.500000 Penalty: 5198.018555
	Iteration 14F: 3 clusters Score -5275872 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -5277115.500000 Penalty: 5198.018555
	Iteration 15Q: 3 clusters Score -5277116 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5277798.500000 Penalty: 5198.018555
	Iteration 16Q: 3 clusters Score -5277798 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -5278170.000000 Penalty: 5198.018555
	Iteration 17Q: 3 clusters Score -5278170 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5278417.000000 Penalty: 5198.018555
	Iteration 18Q: 3 clusters Score -5278417 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5278562.000000 Penalty: 5198.018555
	Iteration 19Q: 3 clusters Score -5278562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -5278640.000000 Penalty: 5198.018555
	Iteration 20F: 3 clusters Score -5278640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -5278688.500000 Penalty: 5198.018555
	Iteration 21Q: 3 clusters Score -5278688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -5278740.000000 Penalty: 5198.018555
	Iteration 22Q: 3 clusters Score -5278740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5278778.500000 Penalty: 5198.018555
	Iteration 23Q: 3 clusters Score -5278778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -5278807.500000 Penalty: 5198.018555
	Iteration 24Q: 3 clusters Score -5278808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5278840.000000 Penalty: 5198.018555
	Iteration 25Q: 3 clusters Score -5278840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5278852.000000 Penalty: 5198.018555
	Iteration 26Q: 3 clusters Score -5278852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5278874.000000 Penalty: 5198.018555
	Iteration 27Q: 3 clusters Score -5278874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5278864.500000 Penalty: 5198.018555
	Iteration 28Q: 3 clusters Score -5278864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5278877.500000 Penalty: 5198.018555
	Iteration 29Q: 3 clusters Score -5278878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5278884.000000 Penalty: 5198.018555
	Iteration 30Q: 3 clusters Score -5278884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5278886.000000 Penalty: 5198.018555
	Iteration 31Q: 3 clusters Score -5278886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5278892.000000 Penalty: 5198.018555
	Iteration 32Q: 3 clusters Score -5278892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5278897.000000 Penalty: 5198.018555
	Iteration 33Q: 3 clusters Score -5278897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5278908.000000 Penalty: 5198.018555
	Iteration 34Q: 3 clusters Score -5278908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -5278913.500000 Penalty: 5198.018555
	Iteration 35Q: 3 clusters Score -5278914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5278914.000000 Penalty: 5198.018555
	Iteration 36Q: 3 clusters Score -5278914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -5278911.000000 Penalty: 5198.018555
	Iteration 37Q: 3 clusters Score -5278911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -5278912.500000 Penalty: 5198.018555
	Iteration 38Q: 3 clusters Score -5278912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5278909.000000 Penalty: 5198.018555
	Iteration 39Q: 3 clusters Score -5278909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5278907.500000 Penalty: 5198.018555
	Iteration 40F: 3 clusters Score -5278908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5278906.500000 Penalty: 5198.018555
	Iteration 41Q: 3 clusters Score -5278906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5278907.000000 Penalty: 5198.018555
	Iteration 42Q: 3 clusters Score -5278907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5278907.000000 Penalty: 5198.018555
	Iteration 43F: 3 clusters Score -5278907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Entering Unmasked Estep 
Score: -9824378.000000 Penalty: 2753.615234
	Iteration 0F: 2 clusters Score -9824378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -9780050.000000 Penalty: 5507.230469
	Iteration 0F: 3 clusters Score -9780050 nChanged 30853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -9797082.000000 Penalty: 5507.230469
	Iteration 1F: 3 clusters Score -9797082 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9797789.000000 Penalty: 5507.230469
	Iteration 2Q: 3 clusters Score -9797789 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9798642.000000 Penalty: 5507.230469
	Iteration 3Q: 3 clusters Score -9798642 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -9799941.000000 Penalty: 5507.230469
	Iteration 4Q: 3 clusters Score -9799941 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -9802018.000000 Penalty: 5507.230469
	Iteration 5F: 3 clusters Score -9802018 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9805266.000000 Penalty: 5507.230469
	Iteration 6F: 3 clusters Score -9805266 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -9809949.000000 Penalty: 5507.230469
	Iteration 7F: 3 clusters Score -9809949 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -9815087.000000 Penalty: 5507.230469
	Iteration 8F: 3 clusters Score -9815087 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -9818755.000000 Penalty: 5507.230469
	Iteration 9F: 3 clusters Score -9818755 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -9820677.000000 Penalty: 5507.230469
	Iteration 10Q: 3 clusters Score -9820677 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -9821472.000000 Penalty: 5507.230469
	Iteration 11Q: 3 clusters Score -9821472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -9821774.000000 Penalty: 5507.230469
	Iteration 12Q: 3 clusters Score -9821774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -9821879.000000 Penalty: 5507.230469
	Iteration 13Q: 3 clusters Score -9821879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -9821923.000000 Penalty: 5507.230469
	Iteration 14Q: 3 clusters Score -9821923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -9821946.000000 Penalty: 5507.230469
	Iteration 15Q: 3 clusters Score -9821946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -9821961.000000 Penalty: 5507.230469
	Iteration 16Q: 3 clusters Score -9821961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -9821961.000000 Penalty: 5507.230469
	Iteration 17Q: 3 clusters Score -9821961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -9821960.000000 Penalty: 5507.230469
	Iteration 18Q: 3 clusters Score -9821960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -9821970.000000 Penalty: 5507.230469
	Iteration 19Q: 3 clusters Score -9821970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9821978.000000 Penalty: 5507.230469
	Iteration 20F: 3 clusters Score -9821978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9821982.000000 Penalty: 5507.230469
	Iteration 21Q: 3 clusters Score -9821982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9821979.000000 Penalty: 5507.230469
	Iteration 22Q: 3 clusters Score -9821979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9821986.000000 Penalty: 5507.230469
	Iteration 23Q: 3 clusters Score -9821986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9821992.000000 Penalty: 5507.230469
	Iteration 24Q: 3 clusters Score -9821992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9821992.000000 Penalty: 5507.230469
	Iteration 25F: 3 clusters Score -9821992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -62168.550781 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -62168.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60674.546875 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -60674.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60833.726562 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -60833.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60877.953125 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -60877.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60898.378906 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -60898.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60905.683594 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60905.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60905.683594 Penalty: 3024.645020
	Iteration 5F: 3 clusters Score -60905.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -945698.062500 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -945698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -939957.625000 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -939957.6 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -941741.187500 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -941741.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -942161.187500 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -942161.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -942440.750000 Penalty: 4389.429688
	Iteration 3F: 3 clusters Score -942440.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -942647.562500 Penalty: 4389.429688
	Iteration 4F: 3 clusters Score -942647.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -942815.687500 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -942815.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -942967.437500 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -942967.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -943115.750000 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -943115.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -943268.375000 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -943268.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -943429.875000 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -943429.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -943562.125000 Penalty: 4389.429688
	Iteration 10Q: 3 clusters Score -943562.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -943715.125000 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -943715.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -943850.125000 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -943850.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -943946.500000 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -943946.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -944048.562500 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -944048.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -944113.187500 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -944113.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -944155.562500 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -944155.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -944191.750000 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -944191.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -944225.500000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -944225.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -944248.625000 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -944248.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -944274.687500 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -944274.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -944297.125000 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -944297.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -944313.812500 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -944313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -944327.625000 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -944327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -944340.000000 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -944340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944359.625000 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -944359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -944378.125000 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -944378.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -944394.312500 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -944394.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -944410.625000 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -944410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -944427.375000 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -944427.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -944435.562500 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -944435.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -944443.375000 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -944443.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -944449.875000 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -944449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -944450.875000 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -944450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -944452.875000 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -944452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -944457.937500 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -944457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -944457.937500 Penalty: 4389.429688
	Iteration 36Q: 3 clusters Score -944457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -944464.500000 Penalty: 4389.429688
	Iteration 37Q: 3 clusters Score -944464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -944466.437500 Penalty: 4389.429688
	Iteration 38Q: 3 clusters Score -944466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -944467.125000 Penalty: 4389.429688
	Iteration 39Q: 3 clusters Score -944467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -944467.312500 Penalty: 4389.429688
	Iteration 40F: 3 clusters Score -944467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -944468.187500 Penalty: 4389.429688
	Iteration 41Q: 3 clusters Score -944468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -944468.187500 Penalty: 4389.429688
	Iteration 42F: 3 clusters Score -944468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Entering Unmasked Estep 
Score: -8238032.000000 Penalty: 2711.388428
	Iteration 0F: 2 clusters Score -8238032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -8200568.000000 Penalty: 5422.776855
	Iteration 0F: 3 clusters Score -8200568 nChanged 25840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -8214914.500000 Penalty: 5422.776855
	Iteration 1F: 3 clusters Score -8214914 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -8215456.000000 Penalty: 5422.776855
	Iteration 2Q: 3 clusters Score -8215456 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -8215977.000000 Penalty: 5422.776855
	Iteration 3Q: 3 clusters Score -8215977 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8216538.000000 Penalty: 5422.776855
	Iteration 4Q: 3 clusters Score -8216538 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8217072.000000 Penalty: 5422.776855
	Iteration 5Q: 3 clusters Score -8217072 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -8217680.500000 Penalty: 5422.776855
	Iteration 6Q: 3 clusters Score -8217680 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -8218469.500000 Penalty: 5422.776855
	Iteration 7Q: 3 clusters Score -8218470 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -8219408.500000 Penalty: 5422.776855
	Iteration 8Q: 3 clusters Score -8219408 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -8220672.500000 Penalty: 5422.776855
	Iteration 9Q: 3 clusters Score -8220672 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8222202.000000 Penalty: 5422.776855
	Iteration 10F: 3 clusters Score -8222202 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8223970.500000 Penalty: 5422.776855
	Iteration 11F: 3 clusters Score -8223970 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8225812.500000 Penalty: 5422.776855
	Iteration 12F: 3 clusters Score -8225812 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -8227579.500000 Penalty: 5422.776855
	Iteration 13Q: 3 clusters Score -8227580 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -8229102.000000 Penalty: 5422.776855
	Iteration 14Q: 3 clusters Score -8229102 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -8230200.000000 Penalty: 5422.776855
	Iteration 15Q: 3 clusters Score -8230200 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -8230966.500000 Penalty: 5422.776855
	Iteration 16Q: 3 clusters Score -8230966 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -8231478.500000 Penalty: 5422.776855
	Iteration 17Q: 3 clusters Score -8231478 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -8231886.500000 Penalty: 5422.776855
	Iteration 18Q: 3 clusters Score -8231886 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -8232250.500000 Penalty: 5422.776855
	Iteration 19Q: 3 clusters Score -8232250 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8232547.500000 Penalty: 5422.776855
	Iteration 20F: 3 clusters Score -8232548 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8232766.500000 Penalty: 5422.776855
	Iteration 21Q: 3 clusters Score -8232766 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8233009.000000 Penalty: 5422.776855
	Iteration 22Q: 3 clusters Score -8233009 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -8233301.000000 Penalty: 5422.776855
	Iteration 23Q: 3 clusters Score -8233301 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -8233589.500000 Penalty: 5422.776855
	Iteration 24Q: 3 clusters Score -8233590 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -8233846.000000 Penalty: 5422.776855
	Iteration 25Q: 3 clusters Score -8233846 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -8234056.000000 Penalty: 5422.776855
	Iteration 26Q: 3 clusters Score -8234056 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -8234286.500000 Penalty: 5422.776855
	Iteration 27Q: 3 clusters Score -8234286 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8234420.500000 Penalty: 5422.776855
	Iteration 28Q: 3 clusters Score -8234420 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -8234637.500000 Penalty: 5422.776855
	Iteration 29Q: 3 clusters Score -8234638 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -8234792.000000 Penalty: 5422.776855
	Iteration 30Q: 3 clusters Score -8234792 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -8234908.000000 Penalty: 5422.776855
	Iteration 31Q: 3 clusters Score -8234908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8235060.500000 Penalty: 5422.776855
	Iteration 32Q: 3 clusters Score -8235060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8235155.000000 Penalty: 5422.776855
	Iteration 33Q: 3 clusters Score -8235155 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8235280.000000 Penalty: 5422.776855
	Iteration 34Q: 3 clusters Score -8235280 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8235342.000000 Penalty: 5422.776855
	Iteration 35Q: 3 clusters Score -8235342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8235411.000000 Penalty: 5422.776855
	Iteration 36Q: 3 clusters Score -8235411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8235462.500000 Penalty: 5422.776855
	Iteration 37Q: 3 clusters Score -8235462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8235526.500000 Penalty: 5422.776855
	Iteration 38Q: 3 clusters Score -8235526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8235560.500000 Penalty: 5422.776855
	Iteration 39Q: 3 clusters Score -8235560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8235599.000000 Penalty: 5422.776855
	Iteration 40F: 3 clusters Score -8235599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8235629.500000 Penalty: 5422.776855
	Iteration 41Q: 3 clusters Score -8235630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8235655.500000 Penalty: 5422.776855
	Iteration 42Q: 3 clusters Score -8235656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8235660.000000 Penalty: 5422.776855
	Iteration 43Q: 3 clusters Score -8235660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8235672.500000 Penalty: 5422.776855
	Iteration 44Q: 3 clusters Score -8235672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8235686.500000 Penalty: 5422.776855
	Iteration 45Q: 3 clusters Score -8235686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8235695.500000 Penalty: 5422.776855
	Iteration 46Q: 3 clusters Score -8235696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8235691.500000 Penalty: 5422.776855
	Iteration 47Q: 3 clusters Score -8235692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8235686.000000 Penalty: 5422.776855
	Iteration 48Q: 3 clusters Score -8235686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8235699.000000 Penalty: 5422.776855
	Iteration 49Q: 3 clusters Score -8235699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8235711.000000 Penalty: 5422.776855
	Iteration 50Q: 3 clusters Score -8235711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8235708.500000 Penalty: 5422.776855
	Iteration 51Q: 3 clusters Score -8235708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8235713.500000 Penalty: 5422.776855
	Iteration 52Q: 3 clusters Score -8235714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8235727.000000 Penalty: 5422.776855
	Iteration 53Q: 3 clusters Score -8235727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8235731.000000 Penalty: 5422.776855
	Iteration 54Q: 3 clusters Score -8235731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8235733.500000 Penalty: 5422.776855
	Iteration 55Q: 3 clusters Score -8235734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8235730.000000 Penalty: 5422.776855
	Iteration 56Q: 3 clusters Score -8235730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8235740.000000 Penalty: 5422.776855
	Iteration 57Q: 3 clusters Score -8235740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8235747.500000 Penalty: 5422.776855
	Iteration 58Q: 3 clusters Score -8235748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8235742.500000 Penalty: 5422.776855
	Iteration 59Q: 3 clusters Score -8235742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8235742.000000 Penalty: 5422.776855
	Iteration 60F: 3 clusters Score -8235742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8235748.000000 Penalty: 5422.776855
	Iteration 61Q: 3 clusters Score -8235748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8235757.500000 Penalty: 5422.776855
	Iteration 62Q: 3 clusters Score -8235758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8235763.500000 Penalty: 5422.776855
	Iteration 63Q: 3 clusters Score -8235764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8235775.500000 Penalty: 5422.776855
	Iteration 64Q: 3 clusters Score -8235776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8235788.500000 Penalty: 5422.776855
	Iteration 65Q: 3 clusters Score -8235788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8235780.000000 Penalty: 5422.776855
	Iteration 66Q: 3 clusters Score -8235780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8235783.000000 Penalty: 5422.776855
	Iteration 67Q: 3 clusters Score -8235783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8235790.500000 Penalty: 5422.776855
	Iteration 68Q: 3 clusters Score -8235790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8235790.000000 Penalty: 5422.776855
	Iteration 69Q: 3 clusters Score -8235790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8235795.000000 Penalty: 5422.776855
	Iteration 70Q: 3 clusters Score -8235795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8235805.000000 Penalty: 5422.776855
	Iteration 71Q: 3 clusters Score -8235805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8235801.000000 Penalty: 5422.776855
	Iteration 72Q: 3 clusters Score -8235801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8235801.000000 Penalty: 5422.776855
	Iteration 73Q: 3 clusters Score -8235801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8235813.500000 Penalty: 5422.776855
	Iteration 74Q: 3 clusters Score -8235814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8235810.500000 Penalty: 5422.776855
	Iteration 75Q: 3 clusters Score -8235810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8235810.500000 Penalty: 5422.776855
	Iteration 76Q: 3 clusters Score -8235810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8235809.000000 Penalty: 5422.776855
	Iteration 77Q: 3 clusters Score -8235809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8235817.000000 Penalty: 5422.776855
	Iteration 78Q: 3 clusters Score -8235817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8235814.000000 Penalty: 5422.776855
	Iteration 79Q: 3 clusters Score -8235814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8235806.500000 Penalty: 5422.776855
	Iteration 80F: 3 clusters Score -8235806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8235805.500000 Penalty: 5422.776855
	Iteration 81Q: 3 clusters Score -8235806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8235809.000000 Penalty: 5422.776855
	Iteration 82Q: 3 clusters Score -8235809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8235806.500000 Penalty: 5422.776855
	Iteration 83Q: 3 clusters Score -8235806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8235804.000000 Penalty: 5422.776855
	Iteration 84Q: 3 clusters Score -8235804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8235804.000000 Penalty: 5422.776855
	Iteration 85F: 3 clusters Score -8235804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Entering Unmasked Estep 
Score: -4106479.750000 Penalty: 2546.591064
	Iteration 0F: 2 clusters Score -4106480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4086671.500000 Penalty: 5093.182129
	Iteration 0F: 3 clusters Score -4086672 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -4093802.500000 Penalty: 5093.182129
	Iteration 1F: 3 clusters Score -4093802 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4094291.000000 Penalty: 5093.182129
	Iteration 2Q: 3 clusters Score -4094291 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4094754.250000 Penalty: 5093.182129
	Iteration 3Q: 3 clusters Score -4094754 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4095320.250000 Penalty: 5093.182129
	Iteration 4Q: 3 clusters Score -4095320 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4096028.000000 Penalty: 5093.182129
	Iteration 5Q: 3 clusters Score -4096028 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4096913.250000 Penalty: 5093.182129
	Iteration 6F: 3 clusters Score -4096913 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4098145.250000 Penalty: 5093.182129
	Iteration 7F: 3 clusters Score -4098145 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -4099519.500000 Penalty: 5093.182129
	Iteration 8F: 3 clusters Score -4099520 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4100963.500000 Penalty: 5093.182129
	Iteration 9F: 3 clusters Score -4100964 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4102209.500000 Penalty: 5093.182129
	Iteration 10F: 3 clusters Score -4102210 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4103054.500000 Penalty: 5093.182129
	Iteration 11Q: 3 clusters Score -4103054 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4103575.500000 Penalty: 5093.182129
	Iteration 12Q: 3 clusters Score -4103576 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4103859.250000 Penalty: 5093.182129
	Iteration 13Q: 3 clusters Score -4103859 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4104036.000000 Penalty: 5093.182129
	Iteration 14Q: 3 clusters Score -4104036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -4104177.750000 Penalty: 5093.182129
	Iteration 15Q: 3 clusters Score -4104178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4104251.250000 Penalty: 5093.182129
	Iteration 16Q: 3 clusters Score -4104251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4104307.500000 Penalty: 5093.182129
	Iteration 17Q: 3 clusters Score -4104308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4104343.750000 Penalty: 5093.182129
	Iteration 18Q: 3 clusters Score -4104344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4104364.250000 Penalty: 5093.182129
	Iteration 19Q: 3 clusters Score -4104364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4104384.000000 Penalty: 5093.182129
	Iteration 20F: 3 clusters Score -4104384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4104394.000000 Penalty: 5093.182129
	Iteration 21Q: 3 clusters Score -4104394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4104403.500000 Penalty: 5093.182129
	Iteration 22Q: 3 clusters Score -4104404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4104412.750000 Penalty: 5093.182129
	Iteration 23Q: 3 clusters Score -4104413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4104417.000000 Penalty: 5093.182129
	Iteration 24Q: 3 clusters Score -4104417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4104417.250000 Penalty: 5093.182129
	Iteration 25Q: 3 clusters Score -4104417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4104422.250000 Penalty: 5093.182129
	Iteration 26Q: 3 clusters Score -4104422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4104424.250000 Penalty: 5093.182129
	Iteration 27Q: 3 clusters Score -4104424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4104426.750000 Penalty: 5093.182129
	Iteration 28Q: 3 clusters Score -4104427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4104431.250000 Penalty: 5093.182129
	Iteration 29Q: 3 clusters Score -4104431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4104430.000000 Penalty: 5093.182129
	Iteration 30Q: 3 clusters Score -4104430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -4104435.000000 Penalty: 5093.182129
	Iteration 31Q: 3 clusters Score -4104435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4104434.750000 Penalty: 5093.182129
	Iteration 32Q: 3 clusters Score -4104435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4104436.500000 Penalty: 5093.182129
	Iteration 33Q: 3 clusters Score -4104436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4104436.000000 Penalty: 5093.182129
	Iteration 34Q: 3 clusters Score -4104436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4104433.750000 Penalty: 5093.182129
	Iteration 35Q: 3 clusters Score -4104434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4104432.500000 Penalty: 5093.182129
	Iteration 36Q: 3 clusters Score -4104432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4104432.500000 Penalty: 5093.182129
	Iteration 37Q: 3 clusters Score -4104432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4104434.000000 Penalty: 5093.182129
	Iteration 38Q: 3 clusters Score -4104434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4104439.250000 Penalty: 5093.182129
	Iteration 39Q: 3 clusters Score -4104439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4104438.500000 Penalty: 5093.182129
	Iteration 40F: 3 clusters Score -4104438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4104438.000000 Penalty: 5093.182129
	Iteration 41Q: 3 clusters Score -4104438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4104439.000000 Penalty: 5093.182129
	Iteration 42Q: 3 clusters Score -4104439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4104439.000000 Penalty: 5093.182129
	Iteration 43F: 3 clusters Score -4104439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Entering Unmasked Estep 
Score: -6412501.000000 Penalty: 2648.157471
	Iteration 0F: 2 clusters Score -6412501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6383033.000000 Penalty: 5296.314941
	Iteration 0F: 3 clusters Score -6383033 nChanged 19957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -6393975.500000 Penalty: 5296.314941
	Iteration 1F: 3 clusters Score -6393976 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -6394679.500000 Penalty: 5296.314941
	Iteration 2Q: 3 clusters Score -6394680 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -6395596.000000 Penalty: 5296.314941
	Iteration 3Q: 3 clusters Score -6395596 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -6396907.500000 Penalty: 5296.314941
	Iteration 4F: 3 clusters Score -6396908 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -6398867.500000 Penalty: 5296.314941
	Iteration 5F: 3 clusters Score -6398868 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -6401493.500000 Penalty: 5296.314941
	Iteration 6F: 3 clusters Score -6401494 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6404398.000000 Penalty: 5296.314941
	Iteration 7F: 3 clusters Score -6404398 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6406780.500000 Penalty: 5296.314941
	Iteration 8F: 3 clusters Score -6406780 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6408279.500000 Penalty: 5296.314941
	Iteration 9Q: 3 clusters Score -6408280 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6409056.500000 Penalty: 5296.314941
	Iteration 10Q: 3 clusters Score -6409056 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6409462.500000 Penalty: 5296.314941
	Iteration 11Q: 3 clusters Score -6409462 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6409727.500000 Penalty: 5296.314941
	Iteration 12Q: 3 clusters Score -6409728 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6409892.500000 Penalty: 5296.314941
	Iteration 13Q: 3 clusters Score -6409892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6409987.500000 Penalty: 5296.314941
	Iteration 14Q: 3 clusters Score -6409988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6410048.500000 Penalty: 5296.314941
	Iteration 15Q: 3 clusters Score -6410048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6410080.000000 Penalty: 5296.314941
	Iteration 16Q: 3 clusters Score -6410080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6410118.000000 Penalty: 5296.314941
	Iteration 17Q: 3 clusters Score -6410118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6410131.500000 Penalty: 5296.314941
	Iteration 18Q: 3 clusters Score -6410132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6410139.500000 Penalty: 5296.314941
	Iteration 19Q: 3 clusters Score -6410140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6410156.500000 Penalty: 5296.314941
	Iteration 20F: 3 clusters Score -6410156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6410174.000000 Penalty: 5296.314941
	Iteration 21Q: 3 clusters Score -6410174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6410184.500000 Penalty: 5296.314941
	Iteration 22Q: 3 clusters Score -6410184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6410183.000000 Penalty: 5296.314941
	Iteration 23Q: 3 clusters Score -6410183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6410194.000000 Penalty: 5296.314941
	Iteration 24Q: 3 clusters Score -6410194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6410205.500000 Penalty: 5296.314941
	Iteration 25Q: 3 clusters Score -6410206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6410216.500000 Penalty: 5296.314941
	Iteration 26Q: 3 clusters Score -6410216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6410217.000000 Penalty: 5296.314941
	Iteration 27Q: 3 clusters Score -6410217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6410224.500000 Penalty: 5296.314941
	Iteration 28Q: 3 clusters Score -6410224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6410228.500000 Penalty: 5296.314941
	Iteration 29Q: 3 clusters Score -6410228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6410222.000000 Penalty: 5296.314941
	Iteration 30Q: 3 clusters Score -6410222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6410224.000000 Penalty: 5296.314941
	Iteration 31Q: 3 clusters Score -6410224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6410224.000000 Penalty: 5296.314941
	Iteration 32Q: 3 clusters Score -6410224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6410230.500000 Penalty: 5296.314941
	Iteration 33Q: 3 clusters Score -6410230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6410229.500000 Penalty: 5296.314941
	Iteration 34Q: 3 clusters Score -6410230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6410237.000000 Penalty: 5296.314941
	Iteration 35Q: 3 clusters Score -6410237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6410234.500000 Penalty: 5296.314941
	Iteration 36Q: 3 clusters Score -6410234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6410235.000000 Penalty: 5296.314941
	Iteration 37Q: 3 clusters Score -6410235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6410242.000000 Penalty: 5296.314941
	Iteration 38Q: 3 clusters Score -6410242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6410239.500000 Penalty: 5296.314941
	Iteration 39Q: 3 clusters Score -6410240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6410246.500000 Penalty: 5296.314941
	Iteration 40F: 3 clusters Score -6410246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6410244.000000 Penalty: 5296.314941
	Iteration 41Q: 3 clusters Score -6410244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6410244.000000 Penalty: 5296.314941
	Iteration 42F: 3 clusters Score -6410244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1660074.000000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -1660074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1651242.500000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -1651242 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1653912.250000 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -1653912 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1654257.000000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -1654257 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1654508.250000 Penalty: 4653.649902
	Iteration 3Q: 3 clusters Score -1654508 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1654702.750000 Penalty: 4653.649902
	Iteration 4Q: 3 clusters Score -1654703 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1654885.250000 Penalty: 4653.649902
	Iteration 5Q: 3 clusters Score -1654885 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1655041.125000 Penalty: 4653.649902
	Iteration 6Q: 3 clusters Score -1655041 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1655165.125000 Penalty: 4653.649902
	Iteration 7Q: 3 clusters Score -1655165 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1655293.125000 Penalty: 4653.649902
	Iteration 8Q: 3 clusters Score -1655293 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1655406.750000 Penalty: 4653.649902
	Iteration 9Q: 3 clusters Score -1655407 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1655515.000000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -1655515 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1655618.750000 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -1655619 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1655716.625000 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -1655717 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1655811.250000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -1655811 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1655882.375000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -1655882 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1655958.750000 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -1655959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1656030.875000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -1656031 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1656102.250000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -1656102 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1656169.375000 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -1656169 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1656240.875000 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -1656241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1656294.750000 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -1656295 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1656333.375000 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -1656333 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1656374.250000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -1656374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1656401.375000 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -1656401 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1656421.875000 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -1656422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1656438.250000 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -1656438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1656453.125000 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -1656453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1656470.500000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -1656470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1656476.250000 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -1656476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1656477.750000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -1656478 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1656486 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1656485 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1656487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1656491 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1656494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1656499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1656500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1656501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1656512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1656512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1656521.750000 Penalty: 4653.649902
	Iteration 40F: 3 clusters Score -1656522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1656529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1656526 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1656532 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1656533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1656540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1656546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1656551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1656554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1656565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1656566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1656574 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1656581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1656588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1656598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1656617 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1656629 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1656638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1656654 nChanged 72
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Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1656667 nChanged 76
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Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1656692 nChanged 66
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Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1656705 nChanged 70
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Mstep: Class 1 contains 5976 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1656719 nChanged 63
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Mstep: Class 1 contains 5929 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1656738 nChanged 46
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Mstep: Class 1 contains 5895 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1656745 nChanged 37
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1656753 nChanged 46
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Mstep: Class 1 contains 5830 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1656761 nChanged 47
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Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1656771 nChanged 46
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Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1656775 nChanged 53
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Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1656792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1656798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1656800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1656804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1656810 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1656816 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1656820 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1656823 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5475 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1656833 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5439 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1656846 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1656854 nChanged 46
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1656863 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5322 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1656871 nChanged 40
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Mstep: Class 1 contains 5284 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1656877 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1656888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1656898 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1656904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1656913 nChanged 48
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1656920 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1656935 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1656943 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1656949 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1656957 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6956 members 
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	Iteration 92Q: 3 clusters Score -1656960 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6977 members 
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	Iteration 93Q: 3 clusters Score -1656963 nChanged 29
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Mstep: Class 1 contains 4877 members 
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	Iteration 94Q: 3 clusters Score -1656968 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7023 members 
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	Iteration 95Q: 3 clusters Score -1656975 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1656983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1656991 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1656997 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1657005.625000 Penalty: 4653.649902
	Iteration 99Q: 3 clusters Score -1657006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1657011.000000 Penalty: 4653.649902
	Iteration 100F: 3 clusters Score -1657011 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1657021.750000 Penalty: 4653.649902
	Iteration 101Q: 3 clusters Score -1657022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1657033.625000 Penalty: 4653.649902
	Iteration 102Q: 3 clusters Score -1657034 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1657043.375000 Penalty: 4653.649902
	Iteration 103Q: 3 clusters Score -1657043 nChanged 53
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Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1657052.875000 Penalty: 4653.649902
	Iteration 104Q: 3 clusters Score -1657053 nChanged 59
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Mstep: Class 1 contains 4422 members 
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	Iteration 105Q: 3 clusters Score -1657060 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1657070.500000 Penalty: 4653.649902
	Iteration 106Q: 3 clusters Score -1657070 nChanged 49
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1657084 nChanged 53
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1657095.625000 Penalty: 4653.649902
	Iteration 108Q: 3 clusters Score -1657096 nChanged 48
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1657101.250000 Penalty: 4653.649902
	Iteration 109Q: 3 clusters Score -1657101 nChanged 38
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1657111.250000 Penalty: 4653.649902
	Iteration 110Q: 3 clusters Score -1657111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1657117.750000 Penalty: 4653.649902
	Iteration 111Q: 3 clusters Score -1657118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1657132.375000 Penalty: 4653.649902
	Iteration 112Q: 3 clusters Score -1657132 nChanged 47
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Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1657133 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1657149.375000 Penalty: 4653.649902
	Iteration 114Q: 3 clusters Score -1657149 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1657154.500000 Penalty: 4653.649902
	Iteration 115Q: 3 clusters Score -1657154 nChanged 53
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Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1657168.375000 Penalty: 4653.649902
	Iteration 116Q: 3 clusters Score -1657168 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1657183.625000 Penalty: 4653.649902
	Iteration 117Q: 3 clusters Score -1657184 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1657195.625000 Penalty: 4653.649902
	Iteration 118Q: 3 clusters Score -1657196 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1657208.125000 Penalty: 4653.649902
	Iteration 119Q: 3 clusters Score -1657208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1657224.625000 Penalty: 4653.649902
	Iteration 120F: 3 clusters Score -1657225 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1657253.625000 Penalty: 4653.649902
	Iteration 121Q: 3 clusters Score -1657254 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1657289.375000 Penalty: 4653.649902
	Iteration 122Q: 3 clusters Score -1657289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1657320.250000 Penalty: 4653.649902
	Iteration 123Q: 3 clusters Score -1657320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1657362.750000 Penalty: 4653.649902
	Iteration 124Q: 3 clusters Score -1657363 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1657418.125000 Penalty: 4653.649902
	Iteration 125Q: 3 clusters Score -1657418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1657457.375000 Penalty: 4653.649902
	Iteration 126Q: 3 clusters Score -1657457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1657506.500000 Penalty: 4653.649902
	Iteration 127Q: 3 clusters Score -1657506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1657538.375000 Penalty: 4653.649902
	Iteration 128Q: 3 clusters Score -1657538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1657583.625000 Penalty: 4653.649902
	Iteration 129Q: 3 clusters Score -1657584 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1657616.000000 Penalty: 4653.649902
	Iteration 130Q: 3 clusters Score -1657616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1657651.250000 Penalty: 4653.649902
	Iteration 131Q: 3 clusters Score -1657651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1657682.875000 Penalty: 4653.649902
	Iteration 132Q: 3 clusters Score -1657683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1657730.500000 Penalty: 4653.649902
	Iteration 133Q: 3 clusters Score -1657730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1657782.125000 Penalty: 4653.649902
	Iteration 134Q: 3 clusters Score -1657782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1657836.375000 Penalty: 4653.649902
	Iteration 135Q: 3 clusters Score -1657836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1657896.000000 Penalty: 4653.649902
	Iteration 136Q: 3 clusters Score -1657896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1657964.000000 Penalty: 4653.649902
	Iteration 137Q: 3 clusters Score -1657964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1658038.000000 Penalty: 4653.649902
	Iteration 138Q: 3 clusters Score -1658038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1658109.500000 Penalty: 4653.649902
	Iteration 139Q: 3 clusters Score -1658110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1658171.625000 Penalty: 4653.649902
	Iteration 140F: 3 clusters Score -1658172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1658213.625000 Penalty: 4653.649902
	Iteration 141Q: 3 clusters Score -1658214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1658257.125000 Penalty: 4653.649902
	Iteration 142Q: 3 clusters Score -1658257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1658290.250000 Penalty: 4653.649902
	Iteration 143Q: 3 clusters Score -1658290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1658313.375000 Penalty: 4653.649902
	Iteration 144Q: 3 clusters Score -1658313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1658336.125000 Penalty: 4653.649902
	Iteration 145Q: 3 clusters Score -1658336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1658346.875000 Penalty: 4653.649902
	Iteration 146Q: 3 clusters Score -1658347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1658364.250000 Penalty: 4653.649902
	Iteration 147Q: 3 clusters Score -1658364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1658368.875000 Penalty: 4653.649902
	Iteration 148Q: 3 clusters Score -1658369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1658371.625000 Penalty: 4653.649902
	Iteration 149Q: 3 clusters Score -1658372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1658373.750000 Penalty: 4653.649902
	Iteration 150Q: 3 clusters Score -1658374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1658376.000000 Penalty: 4653.649902
	Iteration 151Q: 3 clusters Score -1658376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1658380.750000 Penalty: 4653.649902
	Iteration 152Q: 3 clusters Score -1658381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1658382.125000 Penalty: 4653.649902
	Iteration 153Q: 3 clusters Score -1658382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1658385.875000 Penalty: 4653.649902
	Iteration 154Q: 3 clusters Score -1658386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1658388.250000 Penalty: 4653.649902
	Iteration 155Q: 3 clusters Score -1658388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1658386.625000 Penalty: 4653.649902
	Iteration 156Q: 3 clusters Score -1658387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1658385.750000 Penalty: 4653.649902
	Iteration 157Q: 3 clusters Score -1658386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1658385.750000 Penalty: 4653.649902
	Iteration 158Q: 3 clusters Score -1658386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1658386.875000 Penalty: 4653.649902
	Iteration 159Q: 3 clusters Score -1658387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1658390.500000 Penalty: 4653.649902
	Iteration 160F: 3 clusters Score -1658390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1658392.750000 Penalty: 4653.649902
	Iteration 161Q: 3 clusters Score -1658393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1658397.500000 Penalty: 4653.649902
	Iteration 162Q: 3 clusters Score -1658398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1658401.000000 Penalty: 4653.649902
	Iteration 163Q: 3 clusters Score -1658401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1658401.625000 Penalty: 4653.649902
	Iteration 164Q: 3 clusters Score -1658402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1658401.000000 Penalty: 4653.649902
	Iteration 165Q: 3 clusters Score -1658401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1658408.625000 Penalty: 4653.649902
	Iteration 166Q: 3 clusters Score -1658409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1658407.125000 Penalty: 4653.649902
	Iteration 167Q: 3 clusters Score -1658407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1658407.750000 Penalty: 4653.649902
	Iteration 168Q: 3 clusters Score -1658408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1658409.375000 Penalty: 4653.649902
	Iteration 169Q: 3 clusters Score -1658409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1658409.000000 Penalty: 4653.649902
	Iteration 170Q: 3 clusters Score -1658409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1658409.000000 Penalty: 4653.649902
	Iteration 171F: 3 clusters Score -1658409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -842445.187500 Penalty: 2150.351562
	Iteration 0F: 2 clusters Score -842445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -837430.187500 Penalty: 4300.703125
	Iteration 0F: 3 clusters Score -837430.2 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -838640.187500 Penalty: 4300.703125
	Iteration 1F: 3 clusters Score -838640.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -838867.812500 Penalty: 4300.703125
	Iteration 2F: 3 clusters Score -838867.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -839024.375000 Penalty: 4300.703125
	Iteration 3F: 3 clusters Score -839024.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -839127.312500 Penalty: 4300.703125
	Iteration 4Q: 3 clusters Score -839127.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -839205.312500 Penalty: 4300.703125
	Iteration 5Q: 3 clusters Score -839205.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -839260.062500 Penalty: 4300.703125
	Iteration 6Q: 3 clusters Score -839260.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -839310.750000 Penalty: 4300.703125
	Iteration 7Q: 3 clusters Score -839310.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -839361.000000 Penalty: 4300.703125
	Iteration 8Q: 3 clusters Score -839361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -839434.750000 Penalty: 4300.703125
	Iteration 9Q: 3 clusters Score -839434.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -839513.750000 Penalty: 4300.703125
	Iteration 10Q: 3 clusters Score -839513.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -839598.000000 Penalty: 4300.703125
	Iteration 11Q: 3 clusters Score -839598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -839683.187500 Penalty: 4300.703125
	Iteration 12Q: 3 clusters Score -839683.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -839798.437500 Penalty: 4300.703125
	Iteration 13Q: 3 clusters Score -839798.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -839936.125000 Penalty: 4300.703125
	Iteration 14Q: 3 clusters Score -839936.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -840087.875000 Penalty: 4300.703125
	Iteration 15Q: 3 clusters Score -840087.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -840230.500000 Penalty: 4300.703125
	Iteration 16Q: 3 clusters Score -840230.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -840350.562500 Penalty: 4300.703125
	Iteration 17Q: 3 clusters Score -840350.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -840441.500000 Penalty: 4300.703125
	Iteration 18Q: 3 clusters Score -840441.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -840511.500000 Penalty: 4300.703125
	Iteration 19Q: 3 clusters Score -840511.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -840571.562500 Penalty: 4300.703125
	Iteration 20F: 3 clusters Score -840571.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -840604.187500 Penalty: 4300.703125
	Iteration 21Q: 3 clusters Score -840604.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -840625.062500 Penalty: 4300.703125
	Iteration 22Q: 3 clusters Score -840625.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -840635.687500 Penalty: 4300.703125
	Iteration 23Q: 3 clusters Score -840635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -840642.687500 Penalty: 4300.703125
	Iteration 24Q: 3 clusters Score -840642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -840652.437500 Penalty: 4300.703125
	Iteration 25Q: 3 clusters Score -840652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -840658.812500 Penalty: 4300.703125
	Iteration 26Q: 3 clusters Score -840658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -840666.750000 Penalty: 4300.703125
	Iteration 27Q: 3 clusters Score -840666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -840671.687500 Penalty: 4300.703125
	Iteration 28Q: 3 clusters Score -840671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -840676.375000 Penalty: 4300.703125
	Iteration 29Q: 3 clusters Score -840676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -840676.625000 Penalty: 4300.703125
	Iteration 30Q: 3 clusters Score -840676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -840678.500000 Penalty: 4300.703125
	Iteration 31Q: 3 clusters Score -840678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -840678.187500 Penalty: 4300.703125
	Iteration 32Q: 3 clusters Score -840678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -840679.687500 Penalty: 4300.703125
	Iteration 33Q: 3 clusters Score -840679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -840679.687500 Penalty: 4300.703125
	Iteration 34F: 3 clusters Score -840679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Entering Unmasked Estep 
Score: -2913685.500000 Penalty: 2468.919434
	Iteration 0F: 2 clusters Score -2913686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2898918.000000 Penalty: 4937.838867
	Iteration 0F: 3 clusters Score -2898918 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2904200.250000 Penalty: 4937.838867
	Iteration 1F: 3 clusters Score -2904200 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2904832.000000 Penalty: 4937.838867
	Iteration 2F: 3 clusters Score -2904832 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2905402.250000 Penalty: 4937.838867
	Iteration 3F: 3 clusters Score -2905402 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2905980.750000 Penalty: 4937.838867
	Iteration 4F: 3 clusters Score -2905981 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2906501.250000 Penalty: 4937.838867
	Iteration 5Q: 3 clusters Score -2906501 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2906949.500000 Penalty: 4937.838867
	Iteration 6Q: 3 clusters Score -2906950 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2907281.750000 Penalty: 4937.838867
	Iteration 7Q: 3 clusters Score -2907282 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2907550.750000 Penalty: 4937.838867
	Iteration 8Q: 3 clusters Score -2907551 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2907791.000000 Penalty: 4937.838867
	Iteration 9Q: 3 clusters Score -2907791 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2907984.000000 Penalty: 4937.838867
	Iteration 10Q: 3 clusters Score -2907984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2908167.500000 Penalty: 4937.838867
	Iteration 11Q: 3 clusters Score -2908168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2908366.000000 Penalty: 4937.838867
	Iteration 12Q: 3 clusters Score -2908366 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2908545.500000 Penalty: 4937.838867
	Iteration 13Q: 3 clusters Score -2908546 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2908672.250000 Penalty: 4937.838867
	Iteration 14Q: 3 clusters Score -2908672 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2908823.250000 Penalty: 4937.838867
	Iteration 15Q: 3 clusters Score -2908823 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2908984.750000 Penalty: 4937.838867
	Iteration 16Q: 3 clusters Score -2908985 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2909150.250000 Penalty: 4937.838867
	Iteration 17Q: 3 clusters Score -2909150 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2909356.750000 Penalty: 4937.838867
	Iteration 18Q: 3 clusters Score -2909357 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2909573.000000 Penalty: 4937.838867
	Iteration 19Q: 3 clusters Score -2909573 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2909819.500000 Penalty: 4937.838867
	Iteration 20F: 3 clusters Score -2909820 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2910039.250000 Penalty: 4937.838867
	Iteration 21Q: 3 clusters Score -2910039 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2910257.250000 Penalty: 4937.838867
	Iteration 22Q: 3 clusters Score -2910257 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2910451.500000 Penalty: 4937.838867
	Iteration 23Q: 3 clusters Score -2910452 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2910631.500000 Penalty: 4937.838867
	Iteration 24Q: 3 clusters Score -2910632 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2910817.750000 Penalty: 4937.838867
	Iteration 25Q: 3 clusters Score -2910818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2910956.750000 Penalty: 4937.838867
	Iteration 26Q: 3 clusters Score -2910957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2911063.500000 Penalty: 4937.838867
	Iteration 27Q: 3 clusters Score -2911064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2911156.250000 Penalty: 4937.838867
	Iteration 28Q: 3 clusters Score -2911156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2911234.000000 Penalty: 4937.838867
	Iteration 29Q: 3 clusters Score -2911234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2911268.250000 Penalty: 4937.838867
	Iteration 30Q: 3 clusters Score -2911268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2911312.000000 Penalty: 4937.838867
	Iteration 31Q: 3 clusters Score -2911312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2911352.750000 Penalty: 4937.838867
	Iteration 32Q: 3 clusters Score -2911353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2911395.250000 Penalty: 4937.838867
	Iteration 33Q: 3 clusters Score -2911395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2911424.500000 Penalty: 4937.838867
	Iteration 34Q: 3 clusters Score -2911424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2911449.000000 Penalty: 4937.838867
	Iteration 35Q: 3 clusters Score -2911449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2911464.500000 Penalty: 4937.838867
	Iteration 36Q: 3 clusters Score -2911464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2911480.250000 Penalty: 4937.838867
	Iteration 37Q: 3 clusters Score -2911480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2911491.000000 Penalty: 4937.838867
	Iteration 38Q: 3 clusters Score -2911491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2911507.250000 Penalty: 4937.838867
	Iteration 39Q: 3 clusters Score -2911507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2911512.000000 Penalty: 4937.838867
	Iteration 40F: 3 clusters Score -2911512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2911518.500000 Penalty: 4937.838867
	Iteration 41Q: 3 clusters Score -2911518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2911531.750000 Penalty: 4937.838867
	Iteration 42Q: 3 clusters Score -2911532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2911533.250000 Penalty: 4937.838867
	Iteration 43Q: 3 clusters Score -2911533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2911540.000000 Penalty: 4937.838867
	Iteration 44Q: 3 clusters Score -2911540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2911551.750000 Penalty: 4937.838867
	Iteration 45Q: 3 clusters Score -2911552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2911553.750000 Penalty: 4937.838867
	Iteration 46Q: 3 clusters Score -2911554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2911553.250000 Penalty: 4937.838867
	Iteration 47Q: 3 clusters Score -2911553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2911555.500000 Penalty: 4937.838867
	Iteration 48Q: 3 clusters Score -2911556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2911558.000000 Penalty: 4937.838867
	Iteration 49Q: 3 clusters Score -2911558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2911559.250000 Penalty: 4937.838867
	Iteration 50Q: 3 clusters Score -2911559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2911559.500000 Penalty: 4937.838867
	Iteration 51Q: 3 clusters Score -2911560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2911559.500000 Penalty: 4937.838867
	Iteration 52F: 3 clusters Score -2911560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -339505.656250 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -339505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -336610.750000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -336610.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -337175.250000 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -337175.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -337310.781250 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -337310.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337392.718750 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -337392.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337467.000000 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -337467 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -337533.281250 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -337533.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -337602.500000 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -337602.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -337675.375000 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -337675.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -337757.937500 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -337757.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -337841.156250 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -337841.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -337934.062500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -337934.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -338034.281250 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -338034.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -338131.250000 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -338131.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -338215.406250 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -338215.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -338295.187500 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -338295.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -338344.375000 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -338344.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -338379.500000 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -338379.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -338398.687500 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -338398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -338411.000000 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -338411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -338421.437500 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -338421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -338425.906250 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -338425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338428.000000 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -338428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338429.250000 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -338429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -338428.937500 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -338428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -338430.156250 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -338430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338431.593750 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -338431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338431.593750 Penalty: 3881.519775
	Iteration 26F: 3 clusters Score -338431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1468421.625000 Penalty: 2319.406982
	Iteration 0F: 2 clusters Score -1468422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1459831.750000 Penalty: 4638.813965
	Iteration 0F: 3 clusters Score -1459832 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1462551.625000 Penalty: 4638.813965
	Iteration 1F: 3 clusters Score -1462552 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1462988.875000 Penalty: 4638.813965
	Iteration 2F: 3 clusters Score -1462989 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1463392.500000 Penalty: 4638.813965
	Iteration 3F: 3 clusters Score -1463392 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1463790.125000 Penalty: 4638.813965
	Iteration 4F: 3 clusters Score -1463790 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1464207.500000 Penalty: 4638.813965
	Iteration 5F: 3 clusters Score -1464208 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1464629.875000 Penalty: 4638.813965
	Iteration 6F: 3 clusters Score -1464630 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1464965.875000 Penalty: 4638.813965
	Iteration 7F: 3 clusters Score -1464966 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1465251.750000 Penalty: 4638.813965
	Iteration 8Q: 3 clusters Score -1465252 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1465533.125000 Penalty: 4638.813965
	Iteration 9Q: 3 clusters Score -1465533 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1465747.875000 Penalty: 4638.813965
	Iteration 10Q: 3 clusters Score -1465748 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1465916.750000 Penalty: 4638.813965
	Iteration 11Q: 3 clusters Score -1465917 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1466047.375000 Penalty: 4638.813965
	Iteration 12Q: 3 clusters Score -1466047 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1466153.375000 Penalty: 4638.813965
	Iteration 13Q: 3 clusters Score -1466153 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1466256.875000 Penalty: 4638.813965
	Iteration 14Q: 3 clusters Score -1466257 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1466363.500000 Penalty: 4638.813965
	Iteration 15Q: 3 clusters Score -1466364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1466441.375000 Penalty: 4638.813965
	Iteration 16Q: 3 clusters Score -1466441 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1466511.250000 Penalty: 4638.813965
	Iteration 17Q: 3 clusters Score -1466511 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1466580.625000 Penalty: 4638.813965
	Iteration 18Q: 3 clusters Score -1466581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1466641.750000 Penalty: 4638.813965
	Iteration 19Q: 3 clusters Score -1466642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1466700.875000 Penalty: 4638.813965
	Iteration 20F: 3 clusters Score -1466701 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1466760.250000 Penalty: 4638.813965
	Iteration 21Q: 3 clusters Score -1466760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1466803.000000 Penalty: 4638.813965
	Iteration 22Q: 3 clusters Score -1466803 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1466844.375000 Penalty: 4638.813965
	Iteration 23Q: 3 clusters Score -1466844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1466882.375000 Penalty: 4638.813965
	Iteration 24Q: 3 clusters Score -1466882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1466913.500000 Penalty: 4638.813965
	Iteration 25Q: 3 clusters Score -1466914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1466940.250000 Penalty: 4638.813965
	Iteration 26Q: 3 clusters Score -1466940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1466979.000000 Penalty: 4638.813965
	Iteration 27Q: 3 clusters Score -1466979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1467002.875000 Penalty: 4638.813965
	Iteration 28Q: 3 clusters Score -1467003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1467017.000000 Penalty: 4638.813965
	Iteration 29Q: 3 clusters Score -1467017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1467034.250000 Penalty: 4638.813965
	Iteration 30Q: 3 clusters Score -1467034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1467045.750000 Penalty: 4638.813965
	Iteration 31Q: 3 clusters Score -1467046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1467062.750000 Penalty: 4638.813965
	Iteration 32Q: 3 clusters Score -1467063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1467069.750000 Penalty: 4638.813965
	Iteration 33Q: 3 clusters Score -1467070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1467080.625000 Penalty: 4638.813965
	Iteration 34Q: 3 clusters Score -1467081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1467088.500000 Penalty: 4638.813965
	Iteration 35Q: 3 clusters Score -1467088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1467095.375000 Penalty: 4638.813965
	Iteration 36Q: 3 clusters Score -1467095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1467106.125000 Penalty: 4638.813965
	Iteration 37Q: 3 clusters Score -1467106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1467112.125000 Penalty: 4638.813965
	Iteration 38Q: 3 clusters Score -1467112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1467122.125000 Penalty: 4638.813965
	Iteration 39Q: 3 clusters Score -1467122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1467129.250000 Penalty: 4638.813965
	Iteration 40F: 3 clusters Score -1467129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1467132.625000 Penalty: 4638.813965
	Iteration 41Q: 3 clusters Score -1467133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1467136.750000 Penalty: 4638.813965
	Iteration 42Q: 3 clusters Score -1467137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1467145.000000 Penalty: 4638.813965
	Iteration 43Q: 3 clusters Score -1467145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1467140.500000 Penalty: 4638.813965
	Iteration 44Q: 3 clusters Score -1467140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1467143.375000 Penalty: 4638.813965
	Iteration 45Q: 3 clusters Score -1467143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1467146.875000 Penalty: 4638.813965
	Iteration 46Q: 3 clusters Score -1467147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1467152.125000 Penalty: 4638.813965
	Iteration 47Q: 3 clusters Score -1467152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1467155.250000 Penalty: 4638.813965
	Iteration 48Q: 3 clusters Score -1467155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1467156.250000 Penalty: 4638.813965
	Iteration 49Q: 3 clusters Score -1467156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1467156.250000 Penalty: 4638.813965
	Iteration 50Q: 3 clusters Score -1467156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1467159.875000 Penalty: 4638.813965
	Iteration 51Q: 3 clusters Score -1467160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1467158.500000 Penalty: 4638.813965
	Iteration 52Q: 3 clusters Score -1467158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1467156.875000 Penalty: 4638.813965
	Iteration 53Q: 3 clusters Score -1467157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1467157.375000 Penalty: 4638.813965
	Iteration 54Q: 3 clusters Score -1467157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1467159.750000 Penalty: 4638.813965
	Iteration 55Q: 3 clusters Score -1467160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1467160.375000 Penalty: 4638.813965
	Iteration 56Q: 3 clusters Score -1467160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1467160.750000 Penalty: 4638.813965
	Iteration 57Q: 3 clusters Score -1467161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1467160.750000 Penalty: 4638.813965
	Iteration 58F: 3 clusters Score -1467161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Entering Unmasked Estep 
Score: -1433647.875000 Penalty: 2297.771484
	Iteration 0F: 2 clusters Score -1433648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1425645.500000 Penalty: 4595.542969
	Iteration 0F: 3 clusters Score -1425646 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1428130.625000 Penalty: 4595.542969
	Iteration 1F: 3 clusters Score -1428131 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1428476.875000 Penalty: 4595.542969
	Iteration 2F: 3 clusters Score -1428477 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1428739.375000 Penalty: 4595.542969
	Iteration 3F: 3 clusters Score -1428739 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1428926.750000 Penalty: 4595.542969
	Iteration 4Q: 3 clusters Score -1428927 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1429082.875000 Penalty: 4595.542969
	Iteration 5Q: 3 clusters Score -1429083 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1429218.000000 Penalty: 4595.542969
	Iteration 6Q: 3 clusters Score -1429218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1429346.875000 Penalty: 4595.542969
	Iteration 7Q: 3 clusters Score -1429347 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1429481.875000 Penalty: 4595.542969
	Iteration 8Q: 3 clusters Score -1429482 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1429621.375000 Penalty: 4595.542969
	Iteration 9Q: 3 clusters Score -1429621 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1429777.875000 Penalty: 4595.542969
	Iteration 10Q: 3 clusters Score -1429778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1429953.750000 Penalty: 4595.542969
	Iteration 11Q: 3 clusters Score -1429954 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1430140.625000 Penalty: 4595.542969
	Iteration 12Q: 3 clusters Score -1430141 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1430291.750000 Penalty: 4595.542969
	Iteration 13Q: 3 clusters Score -1430292 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1430423.375000 Penalty: 4595.542969
	Iteration 14Q: 3 clusters Score -1430423 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1430542.875000 Penalty: 4595.542969
	Iteration 15Q: 3 clusters Score -1430543 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1430677.375000 Penalty: 4595.542969
	Iteration 16Q: 3 clusters Score -1430677 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1430791.000000 Penalty: 4595.542969
	Iteration 17Q: 3 clusters Score -1430791 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1430907.000000 Penalty: 4595.542969
	Iteration 18Q: 3 clusters Score -1430907 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1431001.875000 Penalty: 4595.542969
	Iteration 19Q: 3 clusters Score -1431002 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1431088.125000 Penalty: 4595.542969
	Iteration 20F: 3 clusters Score -1431088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1431179.250000 Penalty: 4595.542969
	Iteration 21Q: 3 clusters Score -1431179 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1431257.250000 Penalty: 4595.542969
	Iteration 22Q: 3 clusters Score -1431257 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1431322.125000 Penalty: 4595.542969
	Iteration 23Q: 3 clusters Score -1431322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1431383.750000 Penalty: 4595.542969
	Iteration 24Q: 3 clusters Score -1431384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1431426.125000 Penalty: 4595.542969
	Iteration 25Q: 3 clusters Score -1431426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1431448.375000 Penalty: 4595.542969
	Iteration 26Q: 3 clusters Score -1431448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1431463.750000 Penalty: 4595.542969
	Iteration 27Q: 3 clusters Score -1431464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1431485.500000 Penalty: 4595.542969
	Iteration 28Q: 3 clusters Score -1431486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1431505.875000 Penalty: 4595.542969
	Iteration 29Q: 3 clusters Score -1431506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1431513.625000 Penalty: 4595.542969
	Iteration 30Q: 3 clusters Score -1431514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1431523.625000 Penalty: 4595.542969
	Iteration 31Q: 3 clusters Score -1431524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1431531.375000 Penalty: 4595.542969
	Iteration 32Q: 3 clusters Score -1431531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1431544.375000 Penalty: 4595.542969
	Iteration 33Q: 3 clusters Score -1431544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1431551.875000 Penalty: 4595.542969
	Iteration 34Q: 3 clusters Score -1431552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1431555.375000 Penalty: 4595.542969
	Iteration 35Q: 3 clusters Score -1431555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1431556.125000 Penalty: 4595.542969
	Iteration 36Q: 3 clusters Score -1431556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1431557.625000 Penalty: 4595.542969
	Iteration 37Q: 3 clusters Score -1431558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1431559.750000 Penalty: 4595.542969
	Iteration 38Q: 3 clusters Score -1431560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1431560.625000 Penalty: 4595.542969
	Iteration 39Q: 3 clusters Score -1431561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1431561.000000 Penalty: 4595.542969
	Iteration 40F: 3 clusters Score -1431561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1431566.000000 Penalty: 4595.542969
	Iteration 41Q: 3 clusters Score -1431566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1431566.125000 Penalty: 4595.542969
	Iteration 42Q: 3 clusters Score -1431566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1431567.000000 Penalty: 4595.542969
	Iteration 43Q: 3 clusters Score -1431567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1431567.625000 Penalty: 4595.542969
	Iteration 44Q: 3 clusters Score -1431568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1431565.750000 Penalty: 4595.542969
	Iteration 45Q: 3 clusters Score -1431566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1431566.625000 Penalty: 4595.542969
	Iteration 46Q: 3 clusters Score -1431567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1431568.625000 Penalty: 4595.542969
	Iteration 47Q: 3 clusters Score -1431569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1431572.125000 Penalty: 4595.542969
	Iteration 48Q: 3 clusters Score -1431572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1431578.750000 Penalty: 4595.542969
	Iteration 49Q: 3 clusters Score -1431579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1431582.250000 Penalty: 4595.542969
	Iteration 50Q: 3 clusters Score -1431582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1431584.125000 Penalty: 4595.542969
	Iteration 51Q: 3 clusters Score -1431584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1431590.125000 Penalty: 4595.542969
	Iteration 52Q: 3 clusters Score -1431590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1431593.000000 Penalty: 4595.542969
	Iteration 53Q: 3 clusters Score -1431593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1431592.750000 Penalty: 4595.542969
	Iteration 54Q: 3 clusters Score -1431593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1431599.625000 Penalty: 4595.542969
	Iteration 55Q: 3 clusters Score -1431600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1431599.375000 Penalty: 4595.542969
	Iteration 56Q: 3 clusters Score -1431599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1431601.750000 Penalty: 4595.542969
	Iteration 57Q: 3 clusters Score -1431602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1431606.375000 Penalty: 4595.542969
	Iteration 58Q: 3 clusters Score -1431606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1431610.000000 Penalty: 4595.542969
	Iteration 59Q: 3 clusters Score -1431610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1431610.000000 Penalty: 4595.542969
	Iteration 60F: 3 clusters Score -1431610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -663988.500000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -663988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -659646.000000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -659646 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -660693.125000 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -660693.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -660882.187500 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -660882.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -661031.437500 Penalty: 4194.681152
	Iteration 3Q: 3 clusters Score -661031.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -661214.125000 Penalty: 4194.681152
	Iteration 4Q: 3 clusters Score -661214.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -661361.312500 Penalty: 4194.681152
	Iteration 5Q: 3 clusters Score -661361.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -661515.312500 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -661515.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -661656.000000 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -661656 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -661782.625000 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -661782.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -661887.125000 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -661887.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -661978.562500 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -661978.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -662084.562500 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -662084.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -662189.062500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -662189.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -662287.437500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -662287.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -662358.062500 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -662358.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -662420.375000 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -662420.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -662460.562500 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -662460.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -662495.687500 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -662495.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -662518.187500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -662518.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -662537.312500 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -662537.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -662552.750000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -662552.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -662568.000000 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -662568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -662588.125000 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -662588.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -662608.375000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -662608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -662619.625000 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -662619.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -662629.562500 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -662629.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -662637.187500 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -662637.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -662642.250000 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -662642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -662645.250000 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -662645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -662648.000000 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -662648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -662650.250000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -662650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -662650.437500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -662650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -662652.687500 Penalty: 4194.681152
	Iteration 32Q: 3 clusters Score -662652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -662657.000000 Penalty: 4194.681152
	Iteration 33Q: 3 clusters Score -662657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -662659.687500 Penalty: 4194.681152
	Iteration 34Q: 3 clusters Score -662659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -662664.750000 Penalty: 4194.681152
	Iteration 35Q: 3 clusters Score -662664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -662669.375000 Penalty: 4194.681152
	Iteration 36Q: 3 clusters Score -662669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -662671.000000 Penalty: 4194.681152
	Iteration 37Q: 3 clusters Score -662671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -662673.625000 Penalty: 4194.681152
	Iteration 38Q: 3 clusters Score -662673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -662678.250000 Penalty: 4194.681152
	Iteration 39Q: 3 clusters Score -662678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -662682.250000 Penalty: 4194.681152
	Iteration 40F: 3 clusters Score -662682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Entering Unmasked Estep 
Score: -3498310.750000 Penalty: 2500.525146
	Iteration 0F: 2 clusters Score -3498311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3481742.250000 Penalty: 5001.050293
	Iteration 0F: 3 clusters Score -3481742 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3487653.500000 Penalty: 5001.050293
	Iteration 1F: 3 clusters Score -3487654 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3488264.000000 Penalty: 5001.050293
	Iteration 2F: 3 clusters Score -3488264 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3489013.250000 Penalty: 5001.050293
	Iteration 3F: 3 clusters Score -3489013 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3489973.000000 Penalty: 5001.050293
	Iteration 4F: 3 clusters Score -3489973 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3491089.000000 Penalty: 5001.050293
	Iteration 5F: 3 clusters Score -3491089 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3492262.750000 Penalty: 5001.050293
	Iteration 6F: 3 clusters Score -3492263 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3493307.250000 Penalty: 5001.050293
	Iteration 7F: 3 clusters Score -3493307 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3494180.750000 Penalty: 5001.050293
	Iteration 8Q: 3 clusters Score -3494181 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3494897.000000 Penalty: 5001.050293
	Iteration 9Q: 3 clusters Score -3494897 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3495441.250000 Penalty: 5001.050293
	Iteration 10Q: 3 clusters Score -3495441 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3495742.500000 Penalty: 5001.050293
	Iteration 11Q: 3 clusters Score -3495742 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3495924.250000 Penalty: 5001.050293
	Iteration 12Q: 3 clusters Score -3495924 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3496020.250000 Penalty: 5001.050293
	Iteration 13Q: 3 clusters Score -3496020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3496075.250000 Penalty: 5001.050293
	Iteration 14Q: 3 clusters Score -3496075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3496110.750000 Penalty: 5001.050293
	Iteration 15Q: 3 clusters Score -3496111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3496127.250000 Penalty: 5001.050293
	Iteration 16Q: 3 clusters Score -3496127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3496155.750000 Penalty: 5001.050293
	Iteration 17Q: 3 clusters Score -3496156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3496176.000000 Penalty: 5001.050293
	Iteration 18Q: 3 clusters Score -3496176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3496194.250000 Penalty: 5001.050293
	Iteration 19Q: 3 clusters Score -3496194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3496206.500000 Penalty: 5001.050293
	Iteration 20F: 3 clusters Score -3496206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3496219.000000 Penalty: 5001.050293
	Iteration 21Q: 3 clusters Score -3496219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3496220.500000 Penalty: 5001.050293
	Iteration 22Q: 3 clusters Score -3496220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3496231.500000 Penalty: 5001.050293
	Iteration 23Q: 3 clusters Score -3496232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3496238.000000 Penalty: 5001.050293
	Iteration 24Q: 3 clusters Score -3496238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3496248.500000 Penalty: 5001.050293
	Iteration 25Q: 3 clusters Score -3496248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3496257.750000 Penalty: 5001.050293
	Iteration 26Q: 3 clusters Score -3496258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3496260.000000 Penalty: 5001.050293
	Iteration 27Q: 3 clusters Score -3496260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3496266.750000 Penalty: 5001.050293
	Iteration 28Q: 3 clusters Score -3496267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3496274.750000 Penalty: 5001.050293
	Iteration 29Q: 3 clusters Score -3496275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3496278.250000 Penalty: 5001.050293
	Iteration 30Q: 3 clusters Score -3496278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3496282.000000 Penalty: 5001.050293
	Iteration 31Q: 3 clusters Score -3496282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3496282.250000 Penalty: 5001.050293
	Iteration 32Q: 3 clusters Score -3496282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3496286.000000 Penalty: 5001.050293
	Iteration 33Q: 3 clusters Score -3496286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3496293.000000 Penalty: 5001.050293
	Iteration 34Q: 3 clusters Score -3496293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3496291.000000 Penalty: 5001.050293
	Iteration 35Q: 3 clusters Score -3496291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3496290.500000 Penalty: 5001.050293
	Iteration 36Q: 3 clusters Score -3496290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3496297.500000 Penalty: 5001.050293
	Iteration 37Q: 3 clusters Score -3496298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3496298.000000 Penalty: 5001.050293
	Iteration 38Q: 3 clusters Score -3496298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3496296.000000 Penalty: 5001.050293
	Iteration 39Q: 3 clusters Score -3496296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3496300.000000 Penalty: 5001.050293
	Iteration 40F: 3 clusters Score -3496300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3496298.500000 Penalty: 5001.050293
	Iteration 41Q: 3 clusters Score -3496298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3496298.500000 Penalty: 5001.050293
	Iteration 42F: 3 clusters Score -3496298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -41901.421875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -41901.42 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 170 members 
Entering Unmasked Estep 
Score: -40633.613281 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -40633.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40748.601562 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -40748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40795.089844 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -40795.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40820.433594 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -40820.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40824.625000 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -40824.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40827.589844 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -40827.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40827.589844 Penalty: 2865.715576
	Iteration 6F: 3 clusters Score -40827.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (142847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Entering Unmasked Estep 
Score: -20941400.000000 Penalty: 2943.643311
	Iteration 0F: 2 clusters Score -2.09414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -20850106.000000 Penalty: 5887.286621
	Iteration 0F: 3 clusters Score -2.085011e+07 nChanged 68166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -20889448.000000 Penalty: 5887.286621
	Iteration 1F: 3 clusters Score -2.088945e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -20890212.000000 Penalty: 5887.286621
	Iteration 2Q: 3 clusters Score -2.089021e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -20890984.000000 Penalty: 5887.286621
	Iteration 3Q: 3 clusters Score -2.089098e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -20892016.000000 Penalty: 5887.286621
	Iteration 4Q: 3 clusters Score -2.089202e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -20893380.000000 Penalty: 5887.286621
	Iteration 5Q: 3 clusters Score -2.089338e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -20895788.000000 Penalty: 5887.286621
	Iteration 6Q: 3 clusters Score -2.089579e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -20899798.000000 Penalty: 5887.286621
	Iteration 7Q: 3 clusters Score -2.08998e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -20906516.000000 Penalty: 5887.286621
	Iteration 8F: 3 clusters Score -2.090652e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -20914542.000000 Penalty: 5887.286621
	Iteration 9F: 3 clusters Score -2.091454e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -20920270.000000 Penalty: 5887.286621
	Iteration 10F: 3 clusters Score -2.092027e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -20922570.000000 Penalty: 5887.286621
	Iteration 11Q: 3 clusters Score -2.092257e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -20923688.000000 Penalty: 5887.286621
	Iteration 12Q: 3 clusters Score -2.092369e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -20924446.000000 Penalty: 5887.286621
	Iteration 13Q: 3 clusters Score -2.092445e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -20925134.000000 Penalty: 5887.286621
	Iteration 14Q: 3 clusters Score -2.092513e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -20925954.000000 Penalty: 5887.286621
	Iteration 15Q: 3 clusters Score -2.092595e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -20926520.000000 Penalty: 5887.286621
	Iteration 16Q: 3 clusters Score -2.092652e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -20927248.000000 Penalty: 5887.286621
	Iteration 17Q: 3 clusters Score -2.092725e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -20927838.000000 Penalty: 5887.286621
	Iteration 18Q: 3 clusters Score -2.092784e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -20928280.000000 Penalty: 5887.286621
	Iteration 19Q: 3 clusters Score -2.092828e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -20928836.000000 Penalty: 5887.286621
	Iteration 20F: 3 clusters Score -2.092884e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -20929262.000000 Penalty: 5887.286621
	Iteration 21Q: 3 clusters Score -2.092926e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -20929742.000000 Penalty: 5887.286621
	Iteration 22Q: 3 clusters Score -2.092974e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -20930122.000000 Penalty: 5887.286621
	Iteration 23Q: 3 clusters Score -2.093012e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -20930390.000000 Penalty: 5887.286621
	Iteration 24Q: 3 clusters Score -2.093039e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -20930686.000000 Penalty: 5887.286621
	Iteration 25Q: 3 clusters Score -2.093069e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -20930986.000000 Penalty: 5887.286621
	Iteration 26Q: 3 clusters Score -2.093099e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -20931248.000000 Penalty: 5887.286621
	Iteration 27Q: 3 clusters Score -2.093125e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -20931588.000000 Penalty: 5887.286621
	Iteration 28Q: 3 clusters Score -2.093159e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -20931716.000000 Penalty: 5887.286621
	Iteration 29Q: 3 clusters Score -2.093172e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -20931926.000000 Penalty: 5887.286621
	Iteration 30Q: 3 clusters Score -2.093193e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -20932102.000000 Penalty: 5887.286621
	Iteration 31Q: 3 clusters Score -2.09321e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116628 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -20932312.000000 Penalty: 5887.286621
	Iteration 32Q: 3 clusters Score -2.093231e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -20932560.000000 Penalty: 5887.286621
	Iteration 33Q: 3 clusters Score -2.093256e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -20932724.000000 Penalty: 5887.286621
	Iteration 34Q: 3 clusters Score -2.093272e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -20932942.000000 Penalty: 5887.286621
	Iteration 35Q: 3 clusters Score -2.093294e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -20932998.000000 Penalty: 5887.286621
	Iteration 36Q: 3 clusters Score -2.0933e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120276 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -20933138.000000 Penalty: 5887.286621
	Iteration 37Q: 3 clusters Score -2.093314e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -20933244.000000 Penalty: 5887.286621
	Iteration 38Q: 3 clusters Score -2.093324e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121652 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -20933432.000000 Penalty: 5887.286621
	Iteration 39Q: 3 clusters Score -2.093343e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122321 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -20933520.000000 Penalty: 5887.286621
	Iteration 40F: 3 clusters Score -2.093352e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -20933624.000000 Penalty: 5887.286621
	Iteration 41Q: 3 clusters Score -2.093362e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -20933768.000000 Penalty: 5887.286621
	Iteration 42Q: 3 clusters Score -2.093377e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -20933912.000000 Penalty: 5887.286621
	Iteration 43Q: 3 clusters Score -2.093391e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -20934026.000000 Penalty: 5887.286621
	Iteration 44Q: 3 clusters Score -2.093403e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -20934202.000000 Penalty: 5887.286621
	Iteration 45Q: 3 clusters Score -2.09342e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -20934424.000000 Penalty: 5887.286621
	Iteration 46Q: 3 clusters Score -2.093442e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -20934596.000000 Penalty: 5887.286621
	Iteration 47Q: 3 clusters Score -2.09346e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -20934736.000000 Penalty: 5887.286621
	Iteration 48Q: 3 clusters Score -2.093474e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128983 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -20934874.000000 Penalty: 5887.286621
	Iteration 49Q: 3 clusters Score -2.093487e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -20935018.000000 Penalty: 5887.286621
	Iteration 50Q: 3 clusters Score -2.093502e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -20935144.000000 Penalty: 5887.286621
	Iteration 51Q: 3 clusters Score -2.093514e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -20935244.000000 Penalty: 5887.286621
	Iteration 52Q: 3 clusters Score -2.093524e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -20935368.000000 Penalty: 5887.286621
	Iteration 53Q: 3 clusters Score -2.093537e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -20935528.000000 Penalty: 5887.286621
	Iteration 54Q: 3 clusters Score -2.093553e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132633 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -20935746.000000 Penalty: 5887.286621
	Iteration 55Q: 3 clusters Score -2.093575e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133215 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -20936000.000000 Penalty: 5887.286621
	Iteration 56Q: 3 clusters Score -2.0936e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -20936210.000000 Penalty: 5887.286621
	Iteration 57Q: 3 clusters Score -2.093621e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -20936434.000000 Penalty: 5887.286621
	Iteration 58Q: 3 clusters Score -2.093643e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134768 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -20936580.000000 Penalty: 5887.286621
	Iteration 59Q: 3 clusters Score -2.093658e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -20936736.000000 Penalty: 5887.286621
	Iteration 60F: 3 clusters Score -2.093674e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -20936870.000000 Penalty: 5887.286621
	Iteration 61Q: 3 clusters Score -2.093687e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -20936890.000000 Penalty: 5887.286621
	Iteration 62Q: 3 clusters Score -2.093689e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -20937010.000000 Penalty: 5887.286621
	Iteration 63Q: 3 clusters Score -2.093701e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -20937140.000000 Penalty: 5887.286621
	Iteration 64Q: 3 clusters Score -2.093714e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -20937246.000000 Penalty: 5887.286621
	Iteration 65Q: 3 clusters Score -2.093725e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -20937336.000000 Penalty: 5887.286621
	Iteration 66Q: 3 clusters Score -2.093734e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -20937446.000000 Penalty: 5887.286621
	Iteration 67Q: 3 clusters Score -2.093745e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137597 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -20937524.000000 Penalty: 5887.286621
	Iteration 68Q: 3 clusters Score -2.093752e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -20937602.000000 Penalty: 5887.286621
	Iteration 69Q: 3 clusters Score -2.09376e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -20937670.000000 Penalty: 5887.286621
	Iteration 70Q: 3 clusters Score -2.093767e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138164 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -20937714.000000 Penalty: 5887.286621
	Iteration 71Q: 3 clusters Score -2.093771e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -20937790.000000 Penalty: 5887.286621
	Iteration 72Q: 3 clusters Score -2.093779e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138491 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -20937858.000000 Penalty: 5887.286621
	Iteration 73Q: 3 clusters Score -2.093786e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -20937880.000000 Penalty: 5887.286621
	Iteration 74Q: 3 clusters Score -2.093788e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -20937938.000000 Penalty: 5887.286621
	Iteration 75Q: 3 clusters Score -2.093794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -20937976.000000 Penalty: 5887.286621
	Iteration 76Q: 3 clusters Score -2.093798e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20938006.000000 Penalty: 5887.286621
	Iteration 77Q: 3 clusters Score -2.093801e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -20938058.000000 Penalty: 5887.286621
	Iteration 78Q: 3 clusters Score -2.093806e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139186 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20938102.000000 Penalty: 5887.286621
	Iteration 79Q: 3 clusters Score -2.09381e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -20938116.000000 Penalty: 5887.286621
	Iteration 80F: 3 clusters Score -2.093812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -20938148.000000 Penalty: 5887.286621
	Iteration 81Q: 3 clusters Score -2.093815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20938170.000000 Penalty: 5887.286621
	Iteration 82Q: 3 clusters Score -2.093817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139481 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -20938210.000000 Penalty: 5887.286621
	Iteration 83Q: 3 clusters Score -2.093821e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139545 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20938216.000000 Penalty: 5887.286621
	Iteration 84Q: 3 clusters Score -2.093822e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139608 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20938282.000000 Penalty: 5887.286621
	Iteration 85Q: 3 clusters Score -2.093828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139656 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20938292.000000 Penalty: 5887.286621
	Iteration 86Q: 3 clusters Score -2.093829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -20938298.000000 Penalty: 5887.286621
	Iteration 87Q: 3 clusters Score -2.09383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -20938314.000000 Penalty: 5887.286621
	Iteration 88Q: 3 clusters Score -2.093831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20938342.000000 Penalty: 5887.286621
	Iteration 89Q: 3 clusters Score -2.093834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20938332.000000 Penalty: 5887.286621
	Iteration 90Q: 3 clusters Score -2.093833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -20938352.000000 Penalty: 5887.286621
	Iteration 91Q: 3 clusters Score -2.093835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -20938358.000000 Penalty: 5887.286621
	Iteration 92Q: 3 clusters Score -2.093836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20938358.000000 Penalty: 5887.286621
	Iteration 93Q: 3 clusters Score -2.093836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -20938388.000000 Penalty: 5887.286621
	Iteration 94Q: 3 clusters Score -2.093839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -20938372.000000 Penalty: 5887.286621
	Iteration 95Q: 3 clusters Score -2.093837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20938356.000000 Penalty: 5887.286621
	Iteration 96Q: 3 clusters Score -2.093836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139991 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -20938360.000000 Penalty: 5887.286621
	Iteration 97Q: 3 clusters Score -2.093836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20938382.000000 Penalty: 5887.286621
	Iteration 98Q: 3 clusters Score -2.093838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -20938402.000000 Penalty: 5887.286621
	Iteration 99Q: 3 clusters Score -2.09384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20938392.000000 Penalty: 5887.286621
	Iteration 100F: 3 clusters Score -2.093839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20938378.000000 Penalty: 5887.286621
	Iteration 101Q: 3 clusters Score -2.093838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -20938378.000000 Penalty: 5887.286621
	Iteration 102Q: 3 clusters Score -2.093838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -20938392.000000 Penalty: 5887.286621
	Iteration 103Q: 3 clusters Score -2.093839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -20938396.000000 Penalty: 5887.286621
	Iteration 104Q: 3 clusters Score -2.09384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20938410.000000 Penalty: 5887.286621
	Iteration 105Q: 3 clusters Score -2.093841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20938412.000000 Penalty: 5887.286621
	Iteration 106Q: 3 clusters Score -2.093841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -20938404.000000 Penalty: 5887.286621
	Iteration 107Q: 3 clusters Score -2.09384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20938400.000000 Penalty: 5887.286621
	Iteration 108Q: 3 clusters Score -2.09384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -20938414.000000 Penalty: 5887.286621
	Iteration 109Q: 3 clusters Score -2.093841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140165 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -20938392.000000 Penalty: 5887.286621
	Iteration 110Q: 3 clusters Score -2.093839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -20938392.000000 Penalty: 5887.286621
	Iteration 111Q: 3 clusters Score -2.093839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20938406.000000 Penalty: 5887.286621
	Iteration 112Q: 3 clusters Score -2.093841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -20938416.000000 Penalty: 5887.286621
	Iteration 113Q: 3 clusters Score -2.093842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20938404.000000 Penalty: 5887.286621
	Iteration 114Q: 3 clusters Score -2.09384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20938438.000000 Penalty: 5887.286621
	Iteration 115Q: 3 clusters Score -2.093844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20938428.000000 Penalty: 5887.286621
	Iteration 116Q: 3 clusters Score -2.093843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20938428.000000 Penalty: 5887.286621
	Iteration 117Q: 3 clusters Score -2.093843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20938436.000000 Penalty: 5887.286621
	Iteration 118Q: 3 clusters Score -2.093844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140352 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -20938436.000000 Penalty: 5887.286621
	Iteration 119Q: 3 clusters Score -2.093844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20938430.000000 Penalty: 5887.286621
	Iteration 120F: 3 clusters Score -2.093843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140386 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20938420.000000 Penalty: 5887.286621
	Iteration 121Q: 3 clusters Score -2.093842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20938426.000000 Penalty: 5887.286621
	Iteration 122Q: 3 clusters Score -2.093843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -20938426.000000 Penalty: 5887.286621
	Iteration 123Q: 3 clusters Score -2.093843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20938438.000000 Penalty: 5887.286621
	Iteration 124Q: 3 clusters Score -2.093844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140470 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20938442.000000 Penalty: 5887.286621
	Iteration 125Q: 3 clusters Score -2.093844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20938444.000000 Penalty: 5887.286621
	Iteration 126Q: 3 clusters Score -2.093844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20938450.000000 Penalty: 5887.286621
	Iteration 127Q: 3 clusters Score -2.093845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20938470.000000 Penalty: 5887.286621
	Iteration 128Q: 3 clusters Score -2.093847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140541 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -20938462.000000 Penalty: 5887.286621
	Iteration 129Q: 3 clusters Score -2.093846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140553 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20938456.000000 Penalty: 5887.286621
	Iteration 130Q: 3 clusters Score -2.093846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140562 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20938476.000000 Penalty: 5887.286621
	Iteration 131Q: 3 clusters Score -2.093848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20938466.000000 Penalty: 5887.286621
	Iteration 132Q: 3 clusters Score -2.093847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140573 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20938470.000000 Penalty: 5887.286621
	Iteration 133Q: 3 clusters Score -2.093847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20938480.000000 Penalty: 5887.286621
	Iteration 134Q: 3 clusters Score -2.093848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140588 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -20938494.000000 Penalty: 5887.286621
	Iteration 135Q: 3 clusters Score -2.093849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140600 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20938486.000000 Penalty: 5887.286621
	Iteration 136Q: 3 clusters Score -2.093849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20938494.000000 Penalty: 5887.286621
	Iteration 137Q: 3 clusters Score -2.093849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -20938500.000000 Penalty: 5887.286621
	Iteration 138Q: 3 clusters Score -2.09385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140629 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20938498.000000 Penalty: 5887.286621
	Iteration 139Q: 3 clusters Score -2.09385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140634 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -20938502.000000 Penalty: 5887.286621
	Iteration 140F: 3 clusters Score -2.09385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20938502.000000 Penalty: 5887.286621
	Iteration 141Q: 3 clusters Score -2.09385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20938510.000000 Penalty: 5887.286621
	Iteration 142Q: 3 clusters Score -2.093851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140638 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20938522.000000 Penalty: 5887.286621
	Iteration 143Q: 3 clusters Score -2.093852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140645 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -20938512.000000 Penalty: 5887.286621
	Iteration 144Q: 3 clusters Score -2.093851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140651 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -20938520.000000 Penalty: 5887.286621
	Iteration 145Q: 3 clusters Score -2.093852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20938526.000000 Penalty: 5887.286621
	Iteration 146Q: 3 clusters Score -2.093853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140657 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20938526.000000 Penalty: 5887.286621
	Iteration 147Q: 3 clusters Score -2.093853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -20938524.000000 Penalty: 5887.286621
	Iteration 148Q: 3 clusters Score -2.093852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20938528.000000 Penalty: 5887.286621
	Iteration 149Q: 3 clusters Score -2.093853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20938522.000000 Penalty: 5887.286621
	Iteration 150Q: 3 clusters Score -2.093852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20938508.000000 Penalty: 5887.286621
	Iteration 151Q: 3 clusters Score -2.093851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20938514.000000 Penalty: 5887.286621
	Iteration 152Q: 3 clusters Score -2.093851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140676 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20938524.000000 Penalty: 5887.286621
	Iteration 153Q: 3 clusters Score -2.093852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20938524.000000 Penalty: 5887.286621
	Iteration 154Q: 3 clusters Score -2.093852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20938542.000000 Penalty: 5887.286621
	Iteration 155Q: 3 clusters Score -2.093854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140695 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -20938554.000000 Penalty: 5887.286621
	Iteration 156Q: 3 clusters Score -2.093855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20938554.000000 Penalty: 5887.286621
	Iteration 157Q: 3 clusters Score -2.093855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20938548.000000 Penalty: 5887.286621
	Iteration 158Q: 3 clusters Score -2.093855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20938548.000000 Penalty: 5887.286621
	Iteration 159Q: 3 clusters Score -2.093855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140704 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -20938546.000000 Penalty: 5887.286621
	Iteration 160F: 3 clusters Score -2.093855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -20938556.000000 Penalty: 5887.286621
	Iteration 161Q: 3 clusters Score -2.093856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20938548.000000 Penalty: 5887.286621
	Iteration 162Q: 3 clusters Score -2.093855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20938558.000000 Penalty: 5887.286621
	Iteration 163Q: 3 clusters Score -2.093856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -20938544.000000 Penalty: 5887.286621
	Iteration 164Q: 3 clusters Score -2.093854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140721 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20938548.000000 Penalty: 5887.286621
	Iteration 165Q: 3 clusters Score -2.093855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20938538.000000 Penalty: 5887.286621
	Iteration 166Q: 3 clusters Score -2.093854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20938536.000000 Penalty: 5887.286621
	Iteration 167Q: 3 clusters Score -2.093854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20938536.000000 Penalty: 5887.286621
	Iteration 168F: 3 clusters Score -2.093854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Entering Unmasked Estep 
Score: -4886578.000000 Penalty: 2580.444824
	Iteration 0F: 2 clusters Score -4886578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4863935.000000 Penalty: 5160.889648
	Iteration 0F: 3 clusters Score -4863935 nChanged 14967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4871961.500000 Penalty: 5160.889648
	Iteration 1F: 3 clusters Score -4871962 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4872403.500000 Penalty: 5160.889648
	Iteration 2Q: 3 clusters Score -4872404 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4872785.000000 Penalty: 5160.889648
	Iteration 3Q: 3 clusters Score -4872785 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4873139.500000 Penalty: 5160.889648
	Iteration 4Q: 3 clusters Score -4873140 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4873540.000000 Penalty: 5160.889648
	Iteration 5Q: 3 clusters Score -4873540 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4874046.500000 Penalty: 5160.889648
	Iteration 6Q: 3 clusters Score -4874046 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4874760.500000 Penalty: 5160.889648
	Iteration 7Q: 3 clusters Score -4874760 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4875721.500000 Penalty: 5160.889648
	Iteration 8F: 3 clusters Score -4875722 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4877024.000000 Penalty: 5160.889648
	Iteration 9F: 3 clusters Score -4877024 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4878611.500000 Penalty: 5160.889648
	Iteration 10F: 3 clusters Score -4878612 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4880310.000000 Penalty: 5160.889648
	Iteration 11F: 3 clusters Score -4880310 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4881739.500000 Penalty: 5160.889648
	Iteration 12Q: 3 clusters Score -4881740 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4882851.000000 Penalty: 5160.889648
	Iteration 13Q: 3 clusters Score -4882851 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4883440.000000 Penalty: 5160.889648
	Iteration 14Q: 3 clusters Score -4883440 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4883763.500000 Penalty: 5160.889648
	Iteration 15Q: 3 clusters Score -4883764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4883930.500000 Penalty: 5160.889648
	Iteration 16Q: 3 clusters Score -4883930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4884051.500000 Penalty: 5160.889648
	Iteration 17Q: 3 clusters Score -4884052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4884122.500000 Penalty: 5160.889648
	Iteration 18Q: 3 clusters Score -4884122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4884177.000000 Penalty: 5160.889648
	Iteration 19Q: 3 clusters Score -4884177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4884214.500000 Penalty: 5160.889648
	Iteration 20F: 3 clusters Score -4884214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4884239.000000 Penalty: 5160.889648
	Iteration 21Q: 3 clusters Score -4884239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4884252.500000 Penalty: 5160.889648
	Iteration 22Q: 3 clusters Score -4884252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4884258.500000 Penalty: 5160.889648
	Iteration 23Q: 3 clusters Score -4884258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4884263.500000 Penalty: 5160.889648
	Iteration 24Q: 3 clusters Score -4884264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4884275.000000 Penalty: 5160.889648
	Iteration 25Q: 3 clusters Score -4884275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4884273.000000 Penalty: 5160.889648
	Iteration 26Q: 3 clusters Score -4884273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4884284.000000 Penalty: 5160.889648
	Iteration 27Q: 3 clusters Score -4884284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4884289.000000 Penalty: 5160.889648
	Iteration 28Q: 3 clusters Score -4884289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4884296.000000 Penalty: 5160.889648
	Iteration 29Q: 3 clusters Score -4884296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4884300.000000 Penalty: 5160.889648
	Iteration 30Q: 3 clusters Score -4884300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4884307.500000 Penalty: 5160.889648
	Iteration 31Q: 3 clusters Score -4884308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4884317.000000 Penalty: 5160.889648
	Iteration 32Q: 3 clusters Score -4884317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4884318.000000 Penalty: 5160.889648
	Iteration 33Q: 3 clusters Score -4884318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4884323.500000 Penalty: 5160.889648
	Iteration 34Q: 3 clusters Score -4884324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4884324.000000 Penalty: 5160.889648
	Iteration 35Q: 3 clusters Score -4884324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4884323.000000 Penalty: 5160.889648
	Iteration 36Q: 3 clusters Score -4884323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4884330.000000 Penalty: 5160.889648
	Iteration 37Q: 3 clusters Score -4884330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4884328.000000 Penalty: 5160.889648
	Iteration 38Q: 3 clusters Score -4884328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4884328.500000 Penalty: 5160.889648
	Iteration 39Q: 3 clusters Score -4884328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4884327.000000 Penalty: 5160.889648
	Iteration 40F: 3 clusters Score -4884327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Entering Unmasked Estep 
Score: -1485927.125000 Penalty: 2295.720703
	Iteration 0F: 2 clusters Score -1485927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1477940.250000 Penalty: 4591.441406
	Iteration 0F: 3 clusters Score -1477940 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1480350.000000 Penalty: 4591.441406
	Iteration 1F: 3 clusters Score -1480350 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1480712.500000 Penalty: 4591.441406
	Iteration 2F: 3 clusters Score -1480712 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1480988.125000 Penalty: 4591.441406
	Iteration 3F: 3 clusters Score -1480988 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1481258.625000 Penalty: 4591.441406
	Iteration 4Q: 3 clusters Score -1481259 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1481509.125000 Penalty: 4591.441406
	Iteration 5Q: 3 clusters Score -1481509 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1481778.625000 Penalty: 4591.441406
	Iteration 6Q: 3 clusters Score -1481779 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1482048.250000 Penalty: 4591.441406
	Iteration 7Q: 3 clusters Score -1482048 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1482321.250000 Penalty: 4591.441406
	Iteration 8Q: 3 clusters Score -1482321 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1482622.125000 Penalty: 4591.441406
	Iteration 9Q: 3 clusters Score -1482622 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1482898.625000 Penalty: 4591.441406
	Iteration 10Q: 3 clusters Score -1482899 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1483117.375000 Penalty: 4591.441406
	Iteration 11Q: 3 clusters Score -1483117 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1483268.625000 Penalty: 4591.441406
	Iteration 12Q: 3 clusters Score -1483269 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1483383.125000 Penalty: 4591.441406
	Iteration 13Q: 3 clusters Score -1483383 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1483472.750000 Penalty: 4591.441406
	Iteration 14Q: 3 clusters Score -1483473 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1483541.625000 Penalty: 4591.441406
	Iteration 15Q: 3 clusters Score -1483542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1483603.625000 Penalty: 4591.441406
	Iteration 16Q: 3 clusters Score -1483604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1483659.000000 Penalty: 4591.441406
	Iteration 17Q: 3 clusters Score -1483659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1483712.750000 Penalty: 4591.441406
	Iteration 18Q: 3 clusters Score -1483713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1483754.375000 Penalty: 4591.441406
	Iteration 19Q: 3 clusters Score -1483754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1483781.625000 Penalty: 4591.441406
	Iteration 20F: 3 clusters Score -1483782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1483799.875000 Penalty: 4591.441406
	Iteration 21Q: 3 clusters Score -1483800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1483821.000000 Penalty: 4591.441406
	Iteration 22Q: 3 clusters Score -1483821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1483842.625000 Penalty: 4591.441406
	Iteration 23Q: 3 clusters Score -1483843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1483849.875000 Penalty: 4591.441406
	Iteration 24Q: 3 clusters Score -1483850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1483862.000000 Penalty: 4591.441406
	Iteration 25Q: 3 clusters Score -1483862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1483868.375000 Penalty: 4591.441406
	Iteration 26Q: 3 clusters Score -1483868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1483876.500000 Penalty: 4591.441406
	Iteration 27Q: 3 clusters Score -1483876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1483892.125000 Penalty: 4591.441406
	Iteration 28Q: 3 clusters Score -1483892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1483892.250000 Penalty: 4591.441406
	Iteration 29Q: 3 clusters Score -1483892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1483905.625000 Penalty: 4591.441406
	Iteration 30Q: 3 clusters Score -1483906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1483912.000000 Penalty: 4591.441406
	Iteration 31Q: 3 clusters Score -1483912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1483921.875000 Penalty: 4591.441406
	Iteration 32Q: 3 clusters Score -1483922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1483924.625000 Penalty: 4591.441406
	Iteration 33Q: 3 clusters Score -1483925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1483929.250000 Penalty: 4591.441406
	Iteration 34Q: 3 clusters Score -1483929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1483931.750000 Penalty: 4591.441406
	Iteration 35Q: 3 clusters Score -1483932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1483932.125000 Penalty: 4591.441406
	Iteration 36Q: 3 clusters Score -1483932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1483931.625000 Penalty: 4591.441406
	Iteration 37Q: 3 clusters Score -1483932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1483934.000000 Penalty: 4591.441406
	Iteration 38Q: 3 clusters Score -1483934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1483935.250000 Penalty: 4591.441406
	Iteration 39Q: 3 clusters Score -1483935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1483937.375000 Penalty: 4591.441406
	Iteration 40F: 3 clusters Score -1483937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1483936.000000 Penalty: 4591.441406
	Iteration 41Q: 3 clusters Score -1483936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1483941.125000 Penalty: 4591.441406
	Iteration 42Q: 3 clusters Score -1483941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1483942.500000 Penalty: 4591.441406
	Iteration 43Q: 3 clusters Score -1483942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1483944.000000 Penalty: 4591.441406
	Iteration 44Q: 3 clusters Score -1483944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1483944.625000 Penalty: 4591.441406
	Iteration 45Q: 3 clusters Score -1483945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1483944.125000 Penalty: 4591.441406
	Iteration 46Q: 3 clusters Score -1483944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1483944.125000 Penalty: 4591.441406
	Iteration 47F: 3 clusters Score -1483944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -326185.562500 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -326185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -323250.687500 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -323250.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -323882.625000 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -323882.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324064.437500 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -324064.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -324169.843750 Penalty: 3886.447266
	Iteration 3Q: 3 clusters Score -324169.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -324327.406250 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -324327.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -324513.156250 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -324513.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -324711.812500 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -324711.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -324857.000000 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -324857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -324975.406250 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -324975.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -325112.562500 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -325112.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -325226.781250 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -325226.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325326.687500 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -325326.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -325418.156250 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -325418.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325486.093750 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -325486.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325519.812500 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -325519.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -325554.656250 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -325554.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325582.625000 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -325582.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325594.031250 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -325594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325601.062500 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -325601.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -325610.218750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -325610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -325622.468750 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -325622.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325632.937500 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -325632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325637.093750 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -325637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325638.531250 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -325638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325641.437500 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -325641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325643.312500 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -325643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -325644.718750 Penalty: 3886.447266
	Iteration 26Q: 3 clusters Score -325644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -325647.375000 Penalty: 3886.447266
	Iteration 27Q: 3 clusters Score -325647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -325647.687500 Penalty: 3886.447266
	Iteration 28Q: 3 clusters Score -325647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -325649.125000 Penalty: 3886.447266
	Iteration 29Q: 3 clusters Score -325649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -325649.125000 Penalty: 3886.447266
	Iteration 30F: 3 clusters Score -325649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -101964.578125 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -101964.6 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 406 members 
Entering Unmasked Estep 
Score: -100254.164062 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -100254.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100834.460938 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -100834.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101142.835938 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -101142.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101318.179688 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -101318.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101450.859375 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -101450.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101607.421875 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -101607.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101857.273438 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -101857.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102302.960938 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -102303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102469.867188 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -102469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102500.992188 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -102501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102542.281250 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -102542.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102591.632812 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -102591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102610.054688 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -102610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102617.101562 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -102617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102619.460938 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -102619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102621.750000 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -102621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102623.820312 Penalty: 3330.830322
	Iteration 16F: 3 clusters Score -102623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102627.453125 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -102627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102627.453125 Penalty: 3330.830322
	Iteration 18F: 3 clusters Score -102627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 155922 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 55995 members 
Mstep: Class 15 contains 28811 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 11527 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 142847 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 10477 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 41094 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 548 members 
Entering Unmasked Estep 
Score: -128956856.000000 Penalty: 115654.703125
Splitting cluster 30 changes total score from -128957824.000000 to -128956856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -62185.156250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -62185.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60631.785156 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -60631.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60842.968750 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -60842.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60958.574219 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -60958.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61090.605469 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -61090.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61213.515625 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -61213.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61248.050781 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -61248.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61392.097656 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -61392.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61686.843750 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -61686.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61800.394531 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -61800.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61896.312500 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -61896.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61918.832031 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -61918.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61923.621094 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -61923.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61925.593750 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -61925.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61925.593750 Penalty: 3070.396484
	Iteration 13F: 3 clusters Score -61925.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Entering Unmasked Estep 
Score: -6079686.500000 Penalty: 2634.656982
	Iteration 0F: 2 clusters Score -6079686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6051641.500000 Penalty: 5269.313965
	Iteration 0F: 3 clusters Score -6051642 nChanged 18873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6061894.500000 Penalty: 5269.313965
	Iteration 1F: 3 clusters Score -6061894 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -6062336.500000 Penalty: 5269.313965
	Iteration 2Q: 3 clusters Score -6062336 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -6062711.500000 Penalty: 5269.313965
	Iteration 3Q: 3 clusters Score -6062712 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6063097.500000 Penalty: 5269.313965
	Iteration 4Q: 3 clusters Score -6063098 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -6063342.500000 Penalty: 5269.313965
	Iteration 5Q: 3 clusters Score -6063342 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6063687.500000 Penalty: 5269.313965
	Iteration 6Q: 3 clusters Score -6063688 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -6063986.000000 Penalty: 5269.313965
	Iteration 7Q: 3 clusters Score -6063986 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6064401.500000 Penalty: 5269.313965
	Iteration 8Q: 3 clusters Score -6064402 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -6065011.500000 Penalty: 5269.313965
	Iteration 9Q: 3 clusters Score -6065012 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -6065948.000000 Penalty: 5269.313965
	Iteration 10Q: 3 clusters Score -6065948 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6067187.500000 Penalty: 5269.313965
	Iteration 11Q: 3 clusters Score -6067188 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -6068820.500000 Penalty: 5269.313965
	Iteration 12F: 3 clusters Score -6068820 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -6070542.000000 Penalty: 5269.313965
	Iteration 13F: 3 clusters Score -6070542 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6072097.500000 Penalty: 5269.313965
	Iteration 14Q: 3 clusters Score -6072098 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -6073272.500000 Penalty: 5269.313965
	Iteration 15Q: 3 clusters Score -6073272 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6074118.000000 Penalty: 5269.313965
	Iteration 16Q: 3 clusters Score -6074118 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -6074746.000000 Penalty: 5269.313965
	Iteration 17Q: 3 clusters Score -6074746 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6075217.500000 Penalty: 5269.313965
	Iteration 18Q: 3 clusters Score -6075218 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -6075607.500000 Penalty: 5269.313965
	Iteration 19Q: 3 clusters Score -6075608 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -6075932.500000 Penalty: 5269.313965
	Iteration 20F: 3 clusters Score -6075932 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -6076167.000000 Penalty: 5269.313965
	Iteration 21Q: 3 clusters Score -6076167 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -6076386.000000 Penalty: 5269.313965
	Iteration 22Q: 3 clusters Score -6076386 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -6076515.500000 Penalty: 5269.313965
	Iteration 23Q: 3 clusters Score -6076516 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -6076628.500000 Penalty: 5269.313965
	Iteration 24Q: 3 clusters Score -6076628 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -6076733.500000 Penalty: 5269.313965
	Iteration 25Q: 3 clusters Score -6076734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -6076820.000000 Penalty: 5269.313965
	Iteration 26Q: 3 clusters Score -6076820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -6076903.000000 Penalty: 5269.313965
	Iteration 27Q: 3 clusters Score -6076903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -6076961.000000 Penalty: 5269.313965
	Iteration 28Q: 3 clusters Score -6076961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6077034.500000 Penalty: 5269.313965
	Iteration 29Q: 3 clusters Score -6077034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6077080.000000 Penalty: 5269.313965
	Iteration 30Q: 3 clusters Score -6077080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -6077119.500000 Penalty: 5269.313965
	Iteration 31Q: 3 clusters Score -6077120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -6077156.000000 Penalty: 5269.313965
	Iteration 32Q: 3 clusters Score -6077156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -6077180.500000 Penalty: 5269.313965
	Iteration 33Q: 3 clusters Score -6077180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -6077203.500000 Penalty: 5269.313965
	Iteration 34Q: 3 clusters Score -6077204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -6077221.500000 Penalty: 5269.313965
	Iteration 35Q: 3 clusters Score -6077222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -6077235.000000 Penalty: 5269.313965
	Iteration 36Q: 3 clusters Score -6077235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6077243.500000 Penalty: 5269.313965
	Iteration 37Q: 3 clusters Score -6077244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -6077261.000000 Penalty: 5269.313965
	Iteration 38Q: 3 clusters Score -6077261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -6077277.000000 Penalty: 5269.313965
	Iteration 39Q: 3 clusters Score -6077277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -6077286.000000 Penalty: 5269.313965
	Iteration 40F: 3 clusters Score -6077286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -6077301.500000 Penalty: 5269.313965
	Iteration 41Q: 3 clusters Score -6077302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -6077308.000000 Penalty: 5269.313965
	Iteration 42Q: 3 clusters Score -6077308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6077312.000000 Penalty: 5269.313965
	Iteration 43Q: 3 clusters Score -6077312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -6077316.500000 Penalty: 5269.313965
	Iteration 44Q: 3 clusters Score -6077316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6077320.000000 Penalty: 5269.313965
	Iteration 45Q: 3 clusters Score -6077320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -6077330.000000 Penalty: 5269.313965
	Iteration 46Q: 3 clusters Score -6077330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -6077320.000000 Penalty: 5269.313965
	Iteration 47Q: 3 clusters Score -6077320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -6077328.000000 Penalty: 5269.313965
	Iteration 48Q: 3 clusters Score -6077328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6077333.500000 Penalty: 5269.313965
	Iteration 49Q: 3 clusters Score -6077334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -6077343.500000 Penalty: 5269.313965
	Iteration 50Q: 3 clusters Score -6077344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -6077350.500000 Penalty: 5269.313965
	Iteration 51Q: 3 clusters Score -6077350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -6077345.500000 Penalty: 5269.313965
	Iteration 52Q: 3 clusters Score -6077346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -6077348.500000 Penalty: 5269.313965
	Iteration 53Q: 3 clusters Score -6077348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -6077355.000000 Penalty: 5269.313965
	Iteration 54Q: 3 clusters Score -6077355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -6077354.000000 Penalty: 5269.313965
	Iteration 55Q: 3 clusters Score -6077354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -6077362.500000 Penalty: 5269.313965
	Iteration 56Q: 3 clusters Score -6077362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6077370.500000 Penalty: 5269.313965
	Iteration 57Q: 3 clusters Score -6077370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -6077370.000000 Penalty: 5269.313965
	Iteration 58Q: 3 clusters Score -6077370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -6077380.500000 Penalty: 5269.313965
	Iteration 59Q: 3 clusters Score -6077380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -6077379.500000 Penalty: 5269.313965
	Iteration 60F: 3 clusters Score -6077380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6077392.000000 Penalty: 5269.313965
	Iteration 61Q: 3 clusters Score -6077392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6077393.500000 Penalty: 5269.313965
	Iteration 62Q: 3 clusters Score -6077394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -6077410.000000 Penalty: 5269.313965
	Iteration 63Q: 3 clusters Score -6077410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6077414.000000 Penalty: 5269.313965
	Iteration 64Q: 3 clusters Score -6077414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -6077410.000000 Penalty: 5269.313965
	Iteration 65Q: 3 clusters Score -6077410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -6077403.500000 Penalty: 5269.313965
	Iteration 66Q: 3 clusters Score -6077404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6077406.500000 Penalty: 5269.313965
	Iteration 67Q: 3 clusters Score -6077406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6077407.500000 Penalty: 5269.313965
	Iteration 68Q: 3 clusters Score -6077408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -6077408.000000 Penalty: 5269.313965
	Iteration 69Q: 3 clusters Score -6077408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -6077409.500000 Penalty: 5269.313965
	Iteration 70Q: 3 clusters Score -6077410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6077407.000000 Penalty: 5269.313965
	Iteration 71Q: 3 clusters Score -6077407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6077410.000000 Penalty: 5269.313965
	Iteration 72Q: 3 clusters Score -6077410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6077410.000000 Penalty: 5269.313965
	Iteration 73F: 3 clusters Score -6077410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -78644.523438 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -78644.52 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 314 members 
Entering Unmasked Estep 
Score: -77034.789062 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -77034.79 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77274.562500 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -77274.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77369.648438 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -77369.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77436.312500 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -77436.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77501.710938 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -77501.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77557.429688 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -77557.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77589.578125 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -77589.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77617.281250 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -77617.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77633.687500 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -77633.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77644.515625 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -77644.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77654.000000 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -77654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77665.890625 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -77665.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77669.164062 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -77669.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77671.257812 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -77671.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77671.257812 Penalty: 3170.390869
	Iteration 14F: 3 clusters Score -77671.26 nChanged 0
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -387361952.000000 Penalty: 121244.132812
23->34 Clusters: Score -387361952.000000, best is -387517600.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 39024 members 
Mstep: Class 3 contains 39071 members 
Mstep: Class 4 contains 39227 members 
Mstep: Class 5 contains 39527 members 
Mstep: Class 6 contains 39348 members 
Mstep: Class 7 contains 39458 members 
Mstep: Class 8 contains 39510 members 
Mstep: Class 9 contains 39463 members 
Mstep: Class 10 contains 39304 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 39619 members 
Mstep: Class 13 contains 39227 members 
Mstep: Class 14 contains 39272 members 
Mstep: Class 15 contains 39513 members 
Mstep: Class 16 contains 39559 members 
Mstep: Class 17 contains 39219 members 
Mstep: Class 18 contains 39448 members 
Mstep: Class 19 contains 39439 members 
Mstep: Class 20 contains 39640 members 
Mstep: Class 21 contains 39226 members 
Mstep: Class 22 contains 39372 members 
Mstep: Class 23 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1394.439087 but Gain 3401.609375
Score: -123462728.000000 Penalty: 74835.390625
Iteration 0F: 23 clusters Score -1.234627e+08 nChanged 864027
Entering Unmasked Mstep 
Mstep: Class 0 contains 2400 members 
Mstep: Class 1 contains 304233 members 
Mstep: Class 2 contains 9023 members 
Mstep: Class 3 contains 22075 members 
Mstep: Class 4 contains 15714 members 
Mstep: Class 5 contains 93783 members 
Mstep: Class 6 contains 16432 members 
Mstep: Class 7 contains 49940 members 
Mstep: Class 8 contains 10453 members 
Mstep: Class 9 contains 49777 members 
Mstep: Class 10 contains 20676 members 
Mstep: Class 11 contains 31218 members 
Mstep: Class 12 contains 44023 members 
Mstep: Class 13 contains 16367 members 
Mstep: Class 14 contains 12896 members 
Mstep: Class 15 contains 21453 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 20864 members 
Mstep: Class 18 contains 23697 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 33777 members 
Mstep: Class 21 contains 57852 members 
Mstep: Class 22 contains 17327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895488.000000 Penalty: 74835.390625
Iteration 1F: 23 clusters Score -1.268955e+08 nChanged 379351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2128 members 
Mstep: Class 1 contains 260383 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 17407 members 
Mstep: Class 4 contains 16723 members 
Mstep: Class 5 contains 163433 members 
Mstep: Class 6 contains 20122 members 
Mstep: Class 7 contains 63394 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 32079 members 
Mstep: Class 10 contains 29845 members 
Mstep: Class 11 contains 13374 members 
Mstep: Class 12 contains 54482 members 
Mstep: Class 13 contains 13627 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 12496 members 
Mstep: Class 16 contains 15153 members 
Mstep: Class 17 contains 15115 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 29699 members 
Mstep: Class 21 contains 91028 members 
Mstep: Class 22 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768216.000000 Penalty: 74835.390625
Iteration 2F: 23 clusters Score -1.277682e+08 nChanged 229831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1909 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 17084 members 
Mstep: Class 4 contains 24935 members 
Mstep: Class 5 contains 219350 members 
Mstep: Class 6 contains 21895 members 
Mstep: Class 7 contains 75779 members 
Mstep: Class 8 contains 5447 members 
Mstep: Class 9 contains 22589 members 
Mstep: Class 10 contains 29357 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 56998 members 
Mstep: Class 13 contains 10352 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 7322 members 
Mstep: Class 16 contains 14192 members 
Mstep: Class 17 contains 14083 members 
Mstep: Class 18 contains 18189 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 32741 members 
Mstep: Class 21 contains 102885 members 
Mstep: Class 22 contains 3156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128111136.000000 Penalty: 74835.390625
Iteration 3F: 23 clusters Score -1.281111e+08 nChanged 163618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1301 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 8786 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 33839 members 
Mstep: Class 5 contains 232632 members 
Mstep: Class 6 contains 20058 members 
Mstep: Class 7 contains 80723 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 16603 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 54151 members 
Mstep: Class 13 contains 8466 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 22001 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 20 contains 40439 members 
Mstep: Class 21 contains 102952 members 
Mstep: Class 22 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2391.844727 but Gain 3401.601562
Score: -128333776.000000 Penalty: 71433.789062
Iteration 4F: 22 clusters Score -1.283338e+08 nChanged 133948
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 7950 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 222980 members 
Mstep: Class 6 contains 17503 members 
Mstep: Class 7 contains 84569 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 24114 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 54961 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 13515 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 48446 members 
Mstep: Class 21 contains 110607 members 
Mstep: Class 22 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128510736.000000 Penalty: 71433.789062
Iteration 5F: 22 clusters Score -1.285107e+08 nChanged 99751
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 7198 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 47613 members 
Mstep: Class 5 contains 214590 members 
Mstep: Class 6 contains 15184 members 
Mstep: Class 7 contains 84777 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 21711 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 57984 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 16 contains 11129 members 
Mstep: Class 17 contains 13295 members 
Mstep: Class 18 contains 32267 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 55287 members 
Mstep: Class 21 contains 118888 members 
Mstep: Class 22 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128603504.000000 Penalty: 71433.789062
Iteration 6F: 22 clusters Score -1.286035e+08 nChanged 88738
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 6573 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 51160 members 
Mstep: Class 5 contains 210007 members 
Mstep: Class 6 contains 13307 members 
Mstep: Class 7 contains 82823 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 62606 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 13148 members 
Mstep: Class 18 contains 36108 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 60320 members 
Mstep: Class 21 contains 129332 members 
Mstep: Class 22 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3187.806885 but Gain 3401.609375
Score: -128674968.000000 Penalty: 68032.179688
Iteration 7F: 21 clusters Score -1.28675e+08 nChanged 80735
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 53549 members 
Mstep: Class 5 contains 205628 members 
Mstep: Class 6 contains 12206 members 
Mstep: Class 7 contains 79885 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 10 contains 18261 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 67203 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 39496 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 64162 members 
Mstep: Class 21 contains 142815 members 
Mstep: Class 22 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128733440.000000 Penalty: 68032.179688
Iteration 8F: 21 clusters Score -1.287334e+08 nChanged 67122
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 6521 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 55000 members 
Mstep: Class 5 contains 200516 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 76488 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 10 contains 16685 members 
Mstep: Class 11 contains 19978 members 
Mstep: Class 12 contains 71206 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 16 contains 7813 members 
Mstep: Class 17 contains 13317 members 
Mstep: Class 18 contains 40880 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 65633 members 
Mstep: Class 21 contains 157674 members 
Mstep: Class 22 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128775248.000000 Penalty: 68032.179688
Iteration 9F: 21 clusters Score -1.287752e+08 nChanged 55255
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 55487 members 
Mstep: Class 5 contains 195657 members 
Mstep: Class 6 contains 10366 members 
Mstep: Class 7 contains 72844 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 20942 members 
Mstep: Class 12 contains 74270 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 13552 members 
Mstep: Class 18 contains 41622 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 66375 members 
Mstep: Class 21 contains 171495 members 
Mstep: Class 22 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128804088.000000 Penalty: 68032.179688
Iteration 10F: 21 clusters Score -1.288041e+08 nChanged 44619
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 55366 members 
Mstep: Class 5 contains 191393 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 69435 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 10 contains 14566 members 
Mstep: Class 11 contains 21912 members 
Mstep: Class 12 contains 76369 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 42050 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 66564 members 
Mstep: Class 21 contains 183332 members 
Mstep: Class 22 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128826608.000000 Penalty: 68032.179688
Iteration 11Q: 21 clusters Score -1.288266e+08 nChanged 37463
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 54834 members 
Mstep: Class 5 contains 187755 members 
Mstep: Class 6 contains 8949 members 
Mstep: Class 7 contains 66396 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 77537 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 16 contains 6049 members 
Mstep: Class 17 contains 14261 members 
Mstep: Class 18 contains 42289 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 66261 members 
Mstep: Class 21 contains 193332 members 
Mstep: Class 22 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128843232.000000 Penalty: 68032.179688
Iteration 12Q: 21 clusters Score -1.288432e+08 nChanged 35910
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 8884 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 53960 members 
Mstep: Class 5 contains 180981 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 63959 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 10 contains 13231 members 
Mstep: Class 11 contains 24126 members 
Mstep: Class 12 contains 78110 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 16 contains 5922 members 
Mstep: Class 17 contains 14684 members 
Mstep: Class 18 contains 42484 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 65616 members 
Mstep: Class 21 contains 205799 members 
Mstep: Class 22 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128849784.000000 Penalty: 68032.179688
Iteration 13Q: 21 clusters Score -1.288498e+08 nChanged 43018
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 52896 members 
Mstep: Class 5 contains 166114 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 62460 members 
Mstep: Class 8 contains 9681 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 25358 members 
Mstep: Class 12 contains 78388 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 16 contains 5978 members 
Mstep: Class 17 contains 15074 members 
Mstep: Class 18 contains 42736 members 
Mstep: Class 19 contains 10060 members 
Mstep: Class 20 contains 64820 members 
Mstep: Class 21 contains 225901 members 
Mstep: Class 22 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128827584.000000 Penalty: 68032.179688
Iteration 14Q: 21 clusters Score -1.288276e+08 nChanged 53049
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 9924 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 52066 members 
Mstep: Class 5 contains 143823 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 62617 members 
Mstep: Class 8 contains 10822 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 26568 members 
Mstep: Class 12 contains 79906 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 16 contains 6053 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 43205 members 
Mstep: Class 19 contains 10208 members 
Mstep: Class 20 contains 63991 members 
Mstep: Class 21 contains 249442 members 
Mstep: Class 22 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128785040.000000 Penalty: 68032.179688
Iteration 15F: 21 clusters Score -1.28785e+08 nChanged 50757
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 52156 members 
Mstep: Class 5 contains 132479 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 64399 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 27661 members 
Mstep: Class 12 contains 83876 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 15745 members 
Mstep: Class 18 contains 43959 members 
Mstep: Class 19 contains 10347 members 
Mstep: Class 20 contains 63074 members 
Mstep: Class 21 contains 253062 members 
Mstep: Class 22 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128780632.000000 Penalty: 68032.179688
Iteration 16F: 21 clusters Score -1.287806e+08 nChanged 37048
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 10439 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 52158 members 
Mstep: Class 5 contains 130012 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 65746 members 
Mstep: Class 8 contains 14089 members 
Mstep: Class 10 contains 11577 members 
Mstep: Class 11 contains 28708 members 
Mstep: Class 12 contains 88611 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 16100 members 
Mstep: Class 18 contains 44486 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 20 contains 62255 members 
Mstep: Class 21 contains 245382 members 
Mstep: Class 22 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128801336.000000 Penalty: 68032.179688
Iteration 17Q: 21 clusters Score -1.288013e+08 nChanged 28280
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 51804 members 
Mstep: Class 5 contains 129991 members 
Mstep: Class 6 contains 7622 members 
Mstep: Class 7 contains 65693 members 
Mstep: Class 8 contains 15570 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 29587 members 
Mstep: Class 12 contains 93025 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 44778 members 
Mstep: Class 19 contains 10580 members 
Mstep: Class 20 contains 61503 members 
Mstep: Class 21 contains 238164 members 
Mstep: Class 22 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128819232.000000 Penalty: 68032.179688
Iteration 18Q: 21 clusters Score -1.288192e+08 nChanged 24485
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 5713 members 
Mstep: Class 4 contains 51119 members 
Mstep: Class 5 contains 130406 members 
Mstep: Class 6 contains 7580 members 
Mstep: Class 7 contains 64825 members 
Mstep: Class 8 contains 16849 members 
Mstep: Class 10 contains 11041 members 
Mstep: Class 11 contains 30325 members 
Mstep: Class 12 contains 97321 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 2782 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 16986 members 
Mstep: Class 18 contains 44913 members 
Mstep: Class 19 contains 10664 members 
Mstep: Class 20 contains 60753 members 
Mstep: Class 21 contains 232620 members 
Mstep: Class 22 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128831768.000000 Penalty: 68032.179688
Iteration 19Q: 21 clusters Score -1.288318e+08 nChanged 22158
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 50314 members 
Mstep: Class 5 contains 131263 members 
Mstep: Class 6 contains 7581 members 
Mstep: Class 7 contains 63623 members 
Mstep: Class 8 contains 17945 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 30986 members 
Mstep: Class 12 contains 101444 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 16 contains 6578 members 
Mstep: Class 17 contains 17551 members 
Mstep: Class 18 contains 44882 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 60000 members 
Mstep: Class 21 contains 227898 members 
Mstep: Class 22 contains 4091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128842984.000000 Penalty: 68032.179688
Iteration 20F: 21 clusters Score -1.28843e+08 nChanged 20359
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 49504 members 
Mstep: Class 5 contains 132170 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 62284 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 31611 members 
Mstep: Class 12 contains 105402 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 2780 members 
Mstep: Class 16 contains 6660 members 
Mstep: Class 17 contains 18156 members 
Mstep: Class 18 contains 44782 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 59232 members 
Mstep: Class 21 contains 223886 members 
Mstep: Class 22 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128851544.000000 Penalty: 68032.179688
Iteration 21Q: 21 clusters Score -1.288515e+08 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 6183 members 
Mstep: Class 4 contains 48742 members 
Mstep: Class 5 contains 133007 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 60988 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 10 contains 10428 members 
Mstep: Class 11 contains 32167 members 
Mstep: Class 12 contains 109242 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 17 contains 18899 members 
Mstep: Class 18 contains 44659 members 
Mstep: Class 19 contains 10843 members 
Mstep: Class 20 contains 58387 members 
Mstep: Class 21 contains 220390 members 
Mstep: Class 22 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128858592.000000 Penalty: 68032.179688
Iteration 22Q: 21 clusters Score -1.288586e+08 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 6296 members 
Mstep: Class 4 contains 48041 members 
Mstep: Class 5 contains 134009 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 59763 members 
Mstep: Class 8 contains 20248 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 32630 members 
Mstep: Class 12 contains 112868 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 19804 members 
Mstep: Class 18 contains 44498 members 
Mstep: Class 19 contains 10894 members 
Mstep: Class 20 contains 57420 members 
Mstep: Class 21 contains 216958 members 
Mstep: Class 22 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128863552.000000 Penalty: 68032.179688
Iteration 23Q: 21 clusters Score -1.288636e+08 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 10589 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 47390 members 
Mstep: Class 5 contains 135236 members 
Mstep: Class 6 contains 7802 members 
Mstep: Class 7 contains 58516 members 
Mstep: Class 8 contains 20812 members 
Mstep: Class 10 contains 10111 members 
Mstep: Class 11 contains 33092 members 
Mstep: Class 12 contains 116294 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 20810 members 
Mstep: Class 18 contains 44369 members 
Mstep: Class 19 contains 10924 members 
Mstep: Class 20 contains 56365 members 
Mstep: Class 21 contains 213653 members 
Mstep: Class 22 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128868512.000000 Penalty: 68032.179688
Iteration 24Q: 21 clusters Score -1.288685e+08 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 136563 members 
Mstep: Class 6 contains 7884 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 21305 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 33528 members 
Mstep: Class 12 contains 119297 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 21987 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 55191 members 
Mstep: Class 21 contains 210502 members 
Mstep: Class 22 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128872768.000000 Penalty: 68032.179688
Iteration 25Q: 21 clusters Score -1.288728e+08 nChanged 16669
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 46408 members 
Mstep: Class 5 contains 137994 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 56298 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 33892 members 
Mstep: Class 12 contains 121738 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 23234 members 
Mstep: Class 18 contains 44012 members 
Mstep: Class 19 contains 10945 members 
Mstep: Class 20 contains 53974 members 
Mstep: Class 21 contains 207709 members 
Mstep: Class 22 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128876784.000000 Penalty: 68032.179688
Iteration 26Q: 21 clusters Score -1.288768e+08 nChanged 16171
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 46020 members 
Mstep: Class 5 contains 139700 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 55320 members 
Mstep: Class 8 contains 22151 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 34255 members 
Mstep: Class 12 contains 123637 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 24589 members 
Mstep: Class 18 contains 43824 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 52702 members 
Mstep: Class 21 contains 205110 members 
Mstep: Class 22 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128879448.000000 Penalty: 68032.179688
Iteration 27Q: 21 clusters Score -1.288794e+08 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 10197 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 45651 members 
Mstep: Class 5 contains 141564 members 
Mstep: Class 6 contains 8219 members 
Mstep: Class 7 contains 54501 members 
Mstep: Class 8 contains 22539 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 34641 members 
Mstep: Class 12 contains 124968 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 26028 members 
Mstep: Class 18 contains 43649 members 
Mstep: Class 19 contains 10908 members 
Mstep: Class 20 contains 51382 members 
Mstep: Class 21 contains 202606 members 
Mstep: Class 22 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128883376.000000 Penalty: 68032.179688
Iteration 28Q: 21 clusters Score -1.288834e+08 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 45354 members 
Mstep: Class 5 contains 143556 members 
Mstep: Class 6 contains 8383 members 
Mstep: Class 7 contains 53823 members 
Mstep: Class 8 contains 22909 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 35068 members 
Mstep: Class 12 contains 125412 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 27467 members 
Mstep: Class 18 contains 43583 members 
Mstep: Class 19 contains 10894 members 
Mstep: Class 20 contains 50076 members 
Mstep: Class 21 contains 200472 members 
Mstep: Class 22 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128887000.000000 Penalty: 68032.179688
Iteration 29Q: 21 clusters Score -1.28887e+08 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 9918 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 45120 members 
Mstep: Class 5 contains 145592 members 
Mstep: Class 6 contains 8574 members 
Mstep: Class 7 contains 53251 members 
Mstep: Class 8 contains 23271 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 35408 members 
Mstep: Class 12 contains 125263 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6496 members 
Mstep: Class 17 contains 28805 members 
Mstep: Class 18 contains 43567 members 
Mstep: Class 19 contains 10876 members 
Mstep: Class 20 contains 48827 members 
Mstep: Class 21 contains 198655 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128889824.000000 Penalty: 68032.179688
Iteration 30Q: 21 clusters Score -1.288898e+08 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 7165 members 
Mstep: Class 4 contains 44909 members 
Mstep: Class 5 contains 147527 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 52742 members 
Mstep: Class 8 contains 23615 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 35749 members 
Mstep: Class 12 contains 124695 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 30056 members 
Mstep: Class 18 contains 43659 members 
Mstep: Class 19 contains 10869 members 
Mstep: Class 20 contains 47589 members 
Mstep: Class 21 contains 197027 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128892000.000000 Penalty: 68032.179688
Iteration 31Q: 21 clusters Score -1.28892e+08 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 44779 members 
Mstep: Class 5 contains 149257 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 52338 members 
Mstep: Class 8 contains 23945 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 36029 members 
Mstep: Class 12 contains 123807 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 31059 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 46520 members 
Mstep: Class 21 contains 195750 members 
Mstep: Class 22 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128894696.000000 Penalty: 68032.179688
Iteration 32Q: 21 clusters Score -1.288947e+08 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 9561 members 
Mstep: Class 3 contains 7370 members 
Mstep: Class 4 contains 44623 members 
Mstep: Class 5 contains 150783 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 51958 members 
Mstep: Class 8 contains 24274 members 
Mstep: Class 10 contains 9359 members 
Mstep: Class 11 contains 36245 members 
Mstep: Class 12 contains 122768 members 
Mstep: Class 13 contains 2221 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 17 contains 31761 members 
Mstep: Class 18 contains 44006 members 
Mstep: Class 19 contains 10841 members 
Mstep: Class 20 contains 45759 members 
Mstep: Class 21 contains 194724 members 
Mstep: Class 22 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128896680.000000 Penalty: 68032.179688
Iteration 33Q: 21 clusters Score -1.288967e+08 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 9479 members 
Mstep: Class 3 contains 7479 members 
Mstep: Class 4 contains 44473 members 
Mstep: Class 5 contains 152131 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 51636 members 
Mstep: Class 8 contains 24589 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 36431 members 
Mstep: Class 12 contains 121709 members 
Mstep: Class 13 contains 2212 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 32142 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 19 contains 10828 members 
Mstep: Class 20 contains 45236 members 
Mstep: Class 21 contains 193886 members 
Mstep: Class 22 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128898584.000000 Penalty: 68032.179688
Iteration 34Q: 21 clusters Score -1.288986e+08 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 7571 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 5 contains 153317 members 
Mstep: Class 6 contains 9468 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 24913 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 11 contains 36555 members 
Mstep: Class 12 contains 120622 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 32318 members 
Mstep: Class 18 contains 44413 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 20 contains 44865 members 
Mstep: Class 21 contains 193195 members 
Mstep: Class 22 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128898768.000000 Penalty: 68032.179688
Iteration 35Q: 21 clusters Score -1.288988e+08 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 9418 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 44330 members 
Mstep: Class 5 contains 154282 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 51167 members 
Mstep: Class 8 contains 25231 members 
Mstep: Class 10 contains 9359 members 
Mstep: Class 11 contains 36690 members 
Mstep: Class 12 contains 119589 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 32393 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 10811 members 
Mstep: Class 20 contains 44646 members 
Mstep: Class 21 contains 192643 members 
Mstep: Class 22 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128899264.000000 Penalty: 68032.179688
Iteration 36Q: 21 clusters Score -1.288993e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 155053 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 50971 members 
Mstep: Class 8 contains 25535 members 
Mstep: Class 10 contains 9359 members 
Mstep: Class 11 contains 36817 members 
Mstep: Class 12 contains 118576 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 32423 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 192190 members 
Mstep: Class 22 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128900120.000000 Penalty: 68032.179688
Iteration 37Q: 21 clusters Score -1.289001e+08 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 7799 members 
Mstep: Class 4 contains 44334 members 
Mstep: Class 5 contains 155645 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 50819 members 
Mstep: Class 8 contains 25831 members 
Mstep: Class 10 contains 9373 members 
Mstep: Class 11 contains 36926 members 
Mstep: Class 12 contains 117650 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 32456 members 
Mstep: Class 18 contains 44942 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 44410 members 
Mstep: Class 21 contains 191771 members 
Mstep: Class 22 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128900968.000000 Penalty: 68032.179688
Iteration 38Q: 21 clusters Score -1.28901e+08 nChanged 6617
Entering ConstructFrom: 
Score: -128900968.000000 Penalty: 68032.179688
Entering ConstructFrom: 
Trying to split cluster 1 (100346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Entering Unmasked Estep 
Score: -14795944.000000 Penalty: 2856.062012
	Iteration 0F: 2 clusters Score -1.479594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -14729180.000000 Penalty: 5712.124023
	Iteration 0F: 3 clusters Score -1.472918e+07 nChanged 47195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -14756228.000000 Penalty: 5712.124023
	Iteration 1F: 3 clusters Score -1.475623e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -14756954.000000 Penalty: 5712.124023
	Iteration 2Q: 3 clusters Score -1.475695e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -14757808.000000 Penalty: 5712.124023
	Iteration 3Q: 3 clusters Score -1.475781e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -14758775.000000 Penalty: 5712.124023
	Iteration 4Q: 3 clusters Score -1.475878e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -14759840.000000 Penalty: 5712.124023
	Iteration 5Q: 3 clusters Score -1.475984e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -14761332.000000 Penalty: 5712.124023
	Iteration 6Q: 3 clusters Score -1.476133e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -14763376.000000 Penalty: 5712.124023
	Iteration 7Q: 3 clusters Score -1.476338e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -14766004.000000 Penalty: 5712.124023
	Iteration 8Q: 3 clusters Score -1.4766e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -14769972.000000 Penalty: 5712.124023
	Iteration 9F: 3 clusters Score -1.476997e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -14775195.000000 Penalty: 5712.124023
	Iteration 10F: 3 clusters Score -1.47752e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -14780697.000000 Penalty: 5712.124023
	Iteration 11F: 3 clusters Score -1.47807e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -14784709.000000 Penalty: 5712.124023
	Iteration 12F: 3 clusters Score -1.478471e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -14787376.000000 Penalty: 5712.124023
	Iteration 13Q: 3 clusters Score -1.478738e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -14789327.000000 Penalty: 5712.124023
	Iteration 14Q: 3 clusters Score -1.478933e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -14791058.000000 Penalty: 5712.124023
	Iteration 15Q: 3 clusters Score -1.479106e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -14792734.000000 Penalty: 5712.124023
	Iteration 16Q: 3 clusters Score -1.479273e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -14794284.000000 Penalty: 5712.124023
	Iteration 17Q: 3 clusters Score -1.479428e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -14795761.000000 Penalty: 5712.124023
	Iteration 18Q: 3 clusters Score -1.479576e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -14797044.000000 Penalty: 5712.124023
	Iteration 19Q: 3 clusters Score -1.479704e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -14798073.000000 Penalty: 5712.124023
	Iteration 20F: 3 clusters Score -1.479807e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -14798755.000000 Penalty: 5712.124023
	Iteration 21Q: 3 clusters Score -1.479876e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -14799148.000000 Penalty: 5712.124023
	Iteration 22Q: 3 clusters Score -1.479915e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -14799354.000000 Penalty: 5712.124023
	Iteration 23Q: 3 clusters Score -1.479935e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -14799404.000000 Penalty: 5712.124023
	Iteration 24Q: 3 clusters Score -1.47994e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -14799461.000000 Penalty: 5712.124023
	Iteration 25Q: 3 clusters Score -1.479946e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -14799535.000000 Penalty: 5712.124023
	Iteration 26Q: 3 clusters Score -1.479954e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -14799582.000000 Penalty: 5712.124023
	Iteration 27Q: 3 clusters Score -1.479958e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -14799558.000000 Penalty: 5712.124023
	Iteration 28Q: 3 clusters Score -1.479956e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -14799584.000000 Penalty: 5712.124023
	Iteration 29Q: 3 clusters Score -1.479958e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -14799607.000000 Penalty: 5712.124023
	Iteration 30Q: 3 clusters Score -1.479961e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -14799619.000000 Penalty: 5712.124023
	Iteration 31Q: 3 clusters Score -1.479962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -14799609.000000 Penalty: 5712.124023
	Iteration 32Q: 3 clusters Score -1.479961e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -14799619.000000 Penalty: 5712.124023
	Iteration 33Q: 3 clusters Score -1.479962e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -14799622.000000 Penalty: 5712.124023
	Iteration 34Q: 3 clusters Score -1.479962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -14799606.000000 Penalty: 5712.124023
	Iteration 35Q: 3 clusters Score -1.479961e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -14799625.000000 Penalty: 5712.124023
	Iteration 36Q: 3 clusters Score -1.479962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -14799628.000000 Penalty: 5712.124023
	Iteration 37Q: 3 clusters Score -1.479963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -14799643.000000 Penalty: 5712.124023
	Iteration 38Q: 3 clusters Score -1.479964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -14799645.000000 Penalty: 5712.124023
	Iteration 39Q: 3 clusters Score -1.479964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -14799624.000000 Penalty: 5712.124023
	Iteration 40F: 3 clusters Score -1.479962e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -14799631.000000 Penalty: 5712.124023
	Iteration 41Q: 3 clusters Score -1.479963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -14799630.000000 Penalty: 5712.124023
	Iteration 42Q: 3 clusters Score -1.479963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -14799626.000000 Penalty: 5712.124023
	Iteration 43Q: 3 clusters Score -1.479963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -14799627.000000 Penalty: 5712.124023
	Iteration 44Q: 3 clusters Score -1.479963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -14799624.000000 Penalty: 5712.124023
	Iteration 45Q: 3 clusters Score -1.479962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -14799632.000000 Penalty: 5712.124023
	Iteration 46Q: 3 clusters Score -1.479963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -14799646.000000 Penalty: 5712.124023
	Iteration 47Q: 3 clusters Score -1.479965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -14799637.000000 Penalty: 5712.124023
	Iteration 48Q: 3 clusters Score -1.479964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -14799641.000000 Penalty: 5712.124023
	Iteration 49Q: 3 clusters Score -1.479964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -14799653.000000 Penalty: 5712.124023
	Iteration 50Q: 3 clusters Score -1.479965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -14799667.000000 Penalty: 5712.124023
	Iteration 51Q: 3 clusters Score -1.479967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -14799649.000000 Penalty: 5712.124023
	Iteration 52Q: 3 clusters Score -1.479965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -14799657.000000 Penalty: 5712.124023
	Iteration 53Q: 3 clusters Score -1.479966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -14799669.000000 Penalty: 5712.124023
	Iteration 54Q: 3 clusters Score -1.479967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -14799675.000000 Penalty: 5712.124023
	Iteration 55Q: 3 clusters Score -1.479968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -14799659.000000 Penalty: 5712.124023
	Iteration 56Q: 3 clusters Score -1.479966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -14799671.000000 Penalty: 5712.124023
	Iteration 57Q: 3 clusters Score -1.479967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -14799664.000000 Penalty: 5712.124023
	Iteration 58Q: 3 clusters Score -1.479966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -14799671.000000 Penalty: 5712.124023
	Iteration 59Q: 3 clusters Score -1.479967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -14799671.000000 Penalty: 5712.124023
	Iteration 60F: 3 clusters Score -1.479967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -14799670.000000 Penalty: 5712.124023
	Iteration 61Q: 3 clusters Score -1.479967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14799681.000000 Penalty: 5712.124023
	Iteration 62Q: 3 clusters Score -1.479968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -14799665.000000 Penalty: 5712.124023
	Iteration 63Q: 3 clusters Score -1.479966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -14799671.000000 Penalty: 5712.124023
	Iteration 64Q: 3 clusters Score -1.479967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -14799682.000000 Penalty: 5712.124023
	Iteration 65Q: 3 clusters Score -1.479968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -14799680.000000 Penalty: 5712.124023
	Iteration 66Q: 3 clusters Score -1.479968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -14799680.000000 Penalty: 5712.124023
	Iteration 67F: 3 clusters Score -1.479968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 3428 members 
Entering Unmasked Estep 
Score: -128903960.000000 Penalty: 71433.789062
Splitting cluster 1 changes total score from -128900968.000000 to -128903960.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (9385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Entering Unmasked Estep 
Score: -1273268.375000 Penalty: 2268.423096
	Iteration 0F: 2 clusters Score -1273268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1265971.875000 Penalty: 4536.846191
	Iteration 0F: 3 clusters Score -1265972 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1268123.000000 Penalty: 4536.846191
	Iteration 1F: 3 clusters Score -1268123 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1268403.250000 Penalty: 4536.846191
	Iteration 2F: 3 clusters Score -1268403 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1268626.625000 Penalty: 4536.846191
	Iteration 3Q: 3 clusters Score -1268627 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1268818.875000 Penalty: 4536.846191
	Iteration 4Q: 3 clusters Score -1268819 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1268979.375000 Penalty: 4536.846191
	Iteration 5Q: 3 clusters Score -1268979 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1269115.000000 Penalty: 4536.846191
	Iteration 6Q: 3 clusters Score -1269115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1269240.500000 Penalty: 4536.846191
	Iteration 7Q: 3 clusters Score -1269240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1269377.000000 Penalty: 4536.846191
	Iteration 8Q: 3 clusters Score -1269377 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1269522.500000 Penalty: 4536.846191
	Iteration 9Q: 3 clusters Score -1269522 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1269670.625000 Penalty: 4536.846191
	Iteration 10Q: 3 clusters Score -1269671 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1269823.125000 Penalty: 4536.846191
	Iteration 11Q: 3 clusters Score -1269823 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1270004.125000 Penalty: 4536.846191
	Iteration 12Q: 3 clusters Score -1270004 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1270213.500000 Penalty: 4536.846191
	Iteration 13Q: 3 clusters Score -1270214 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1270441.250000 Penalty: 4536.846191
	Iteration 14Q: 3 clusters Score -1270441 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1270642.125000 Penalty: 4536.846191
	Iteration 15Q: 3 clusters Score -1270642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1270829.625000 Penalty: 4536.846191
	Iteration 16Q: 3 clusters Score -1270830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1270994.125000 Penalty: 4536.846191
	Iteration 17Q: 3 clusters Score -1270994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1271131.250000 Penalty: 4536.846191
	Iteration 18Q: 3 clusters Score -1271131 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1271236.125000 Penalty: 4536.846191
	Iteration 19Q: 3 clusters Score -1271236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1271305.500000 Penalty: 4536.846191
	Iteration 20F: 3 clusters Score -1271306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1271364.500000 Penalty: 4536.846191
	Iteration 21Q: 3 clusters Score -1271364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1271415.875000 Penalty: 4536.846191
	Iteration 22Q: 3 clusters Score -1271416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1271452.500000 Penalty: 4536.846191
	Iteration 23Q: 3 clusters Score -1271452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1271474.875000 Penalty: 4536.846191
	Iteration 24Q: 3 clusters Score -1271475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1271498.875000 Penalty: 4536.846191
	Iteration 25Q: 3 clusters Score -1271499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1271521.125000 Penalty: 4536.846191
	Iteration 26Q: 3 clusters Score -1271521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1271535.125000 Penalty: 4536.846191
	Iteration 27Q: 3 clusters Score -1271535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1271545.250000 Penalty: 4536.846191
	Iteration 28Q: 3 clusters Score -1271545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1271549.875000 Penalty: 4536.846191
	Iteration 29Q: 3 clusters Score -1271550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1271551.625000 Penalty: 4536.846191
	Iteration 30Q: 3 clusters Score -1271552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1271557.625000 Penalty: 4536.846191
	Iteration 31Q: 3 clusters Score -1271558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1271560.000000 Penalty: 4536.846191
	Iteration 32Q: 3 clusters Score -1271560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1271562.125000 Penalty: 4536.846191
	Iteration 33Q: 3 clusters Score -1271562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1271560.250000 Penalty: 4536.846191
	Iteration 34Q: 3 clusters Score -1271560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1271559.875000 Penalty: 4536.846191
	Iteration 35Q: 3 clusters Score -1271560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1271559.875000 Penalty: 4536.846191
	Iteration 36F: 3 clusters Score -1271560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Entering Unmasked Estep 
Score: -1057708.000000 Penalty: 2225.045166
	Iteration 0F: 2 clusters Score -1057708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1051333.500000 Penalty: 4450.090332
	Iteration 0F: 3 clusters Score -1051334 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1053123.125000 Penalty: 4450.090332
	Iteration 1F: 3 clusters Score -1053123 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1053449.125000 Penalty: 4450.090332
	Iteration 2F: 3 clusters Score -1053449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1053718.000000 Penalty: 4450.090332
	Iteration 3F: 3 clusters Score -1053718 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1053978.750000 Penalty: 4450.090332
	Iteration 4F: 3 clusters Score -1053979 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1054195.625000 Penalty: 4450.090332
	Iteration 5Q: 3 clusters Score -1054196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1054382.875000 Penalty: 4450.090332
	Iteration 6Q: 3 clusters Score -1054383 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1054558.000000 Penalty: 4450.090332
	Iteration 7Q: 3 clusters Score -1054558 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1054686.750000 Penalty: 4450.090332
	Iteration 8Q: 3 clusters Score -1054687 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1054806.000000 Penalty: 4450.090332
	Iteration 9Q: 3 clusters Score -1054806 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1054912.500000 Penalty: 4450.090332
	Iteration 10Q: 3 clusters Score -1054912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1055029.375000 Penalty: 4450.090332
	Iteration 11Q: 3 clusters Score -1055029 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1055146.000000 Penalty: 4450.090332
	Iteration 12Q: 3 clusters Score -1055146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1055235.000000 Penalty: 4450.090332
	Iteration 13Q: 3 clusters Score -1055235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1055324.625000 Penalty: 4450.090332
	Iteration 14Q: 3 clusters Score -1055325 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1055407.750000 Penalty: 4450.090332
	Iteration 15Q: 3 clusters Score -1055408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1055480.500000 Penalty: 4450.090332
	Iteration 16Q: 3 clusters Score -1055480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1055528.375000 Penalty: 4450.090332
	Iteration 17Q: 3 clusters Score -1055528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1055565.250000 Penalty: 4450.090332
	Iteration 18Q: 3 clusters Score -1055565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1055604.250000 Penalty: 4450.090332
	Iteration 19Q: 3 clusters Score -1055604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1055634.375000 Penalty: 4450.090332
	Iteration 20F: 3 clusters Score -1055634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1055651.750000 Penalty: 4450.090332
	Iteration 21Q: 3 clusters Score -1055652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1055674.875000 Penalty: 4450.090332
	Iteration 22Q: 3 clusters Score -1055675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1055695.750000 Penalty: 4450.090332
	Iteration 23Q: 3 clusters Score -1055696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1055712.375000 Penalty: 4450.090332
	Iteration 24Q: 3 clusters Score -1055712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1055721.125000 Penalty: 4450.090332
	Iteration 25Q: 3 clusters Score -1055721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1055731.625000 Penalty: 4450.090332
	Iteration 26Q: 3 clusters Score -1055732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1055741.000000 Penalty: 4450.090332
	Iteration 27Q: 3 clusters Score -1055741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1055757.000000 Penalty: 4450.090332
	Iteration 28Q: 3 clusters Score -1055757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1055765.625000 Penalty: 4450.090332
	Iteration 29Q: 3 clusters Score -1055766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1055772.125000 Penalty: 4450.090332
	Iteration 30Q: 3 clusters Score -1055772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1055779.750000 Penalty: 4450.090332
	Iteration 31Q: 3 clusters Score -1055780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1055788.750000 Penalty: 4450.090332
	Iteration 32Q: 3 clusters Score -1055789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1055795.250000 Penalty: 4450.090332
	Iteration 33Q: 3 clusters Score -1055795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1055800.125000 Penalty: 4450.090332
	Iteration 34Q: 3 clusters Score -1055800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1055802.750000 Penalty: 4450.090332
	Iteration 35Q: 3 clusters Score -1055803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1055805.875000 Penalty: 4450.090332
	Iteration 36Q: 3 clusters Score -1055806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1055808.875000 Penalty: 4450.090332
	Iteration 37Q: 3 clusters Score -1055809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1055812.500000 Penalty: 4450.090332
	Iteration 38Q: 3 clusters Score -1055812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1055814.375000 Penalty: 4450.090332
	Iteration 39Q: 3 clusters Score -1055814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1055818.500000 Penalty: 4450.090332
	Iteration 40F: 3 clusters Score -1055818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1055824.375000 Penalty: 4450.090332
	Iteration 41Q: 3 clusters Score -1055824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1055828.250000 Penalty: 4450.090332
	Iteration 42Q: 3 clusters Score -1055828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1055834.625000 Penalty: 4450.090332
	Iteration 43Q: 3 clusters Score -1055835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1055840.375000 Penalty: 4450.090332
	Iteration 44Q: 3 clusters Score -1055840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1055843.875000 Penalty: 4450.090332
	Iteration 45Q: 3 clusters Score -1055844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1055847.375000 Penalty: 4450.090332
	Iteration 46Q: 3 clusters Score -1055847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1055848.250000 Penalty: 4450.090332
	Iteration 47Q: 3 clusters Score -1055848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1055852.375000 Penalty: 4450.090332
	Iteration 48Q: 3 clusters Score -1055852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1055853.375000 Penalty: 4450.090332
	Iteration 49Q: 3 clusters Score -1055853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1055855.125000 Penalty: 4450.090332
	Iteration 50Q: 3 clusters Score -1055855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1055857.250000 Penalty: 4450.090332
	Iteration 51Q: 3 clusters Score -1055857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1055855.375000 Penalty: 4450.090332
	Iteration 52Q: 3 clusters Score -1055855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1055855.875000 Penalty: 4450.090332
	Iteration 53Q: 3 clusters Score -1055856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1055857.750000 Penalty: 4450.090332
	Iteration 54Q: 3 clusters Score -1055858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1055858.375000 Penalty: 4450.090332
	Iteration 55Q: 3 clusters Score -1055858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1055857.750000 Penalty: 4450.090332
	Iteration 56Q: 3 clusters Score -1055858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1055858.875000 Penalty: 4450.090332
	Iteration 57Q: 3 clusters Score -1055859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1055860.750000 Penalty: 4450.090332
	Iteration 58Q: 3 clusters Score -1055861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1055861.500000 Penalty: 4450.090332
	Iteration 59Q: 3 clusters Score -1055862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1055862.500000 Penalty: 4450.090332
	Iteration 60F: 3 clusters Score -1055862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1055863.250000 Penalty: 4450.090332
	Iteration 61Q: 3 clusters Score -1055863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1055863.625000 Penalty: 4450.090332
	Iteration 62Q: 3 clusters Score -1055864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1055863.625000 Penalty: 4450.090332
	Iteration 63F: 3 clusters Score -1055864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Entering Unmasked Estep 
Score: -6498718.000000 Penalty: 2653.394043
	Iteration 0F: 2 clusters Score -6498718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -6468795.500000 Penalty: 5306.788086
	Iteration 0F: 3 clusters Score -6468796 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -6480050.000000 Penalty: 5306.788086
	Iteration 1F: 3 clusters Score -6480050 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6480548.500000 Penalty: 5306.788086
	Iteration 2Q: 3 clusters Score -6480548 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6480980.000000 Penalty: 5306.788086
	Iteration 3Q: 3 clusters Score -6480980 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6481392.000000 Penalty: 5306.788086
	Iteration 4Q: 3 clusters Score -6481392 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6481736.000000 Penalty: 5306.788086
	Iteration 5Q: 3 clusters Score -6481736 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6482091.500000 Penalty: 5306.788086
	Iteration 6Q: 3 clusters Score -6482092 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6482484.000000 Penalty: 5306.788086
	Iteration 7Q: 3 clusters Score -6482484 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -6482912.000000 Penalty: 5306.788086
	Iteration 8Q: 3 clusters Score -6482912 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6483507.000000 Penalty: 5306.788086
	Iteration 9Q: 3 clusters Score -6483507 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6484274.500000 Penalty: 5306.788086
	Iteration 10Q: 3 clusters Score -6484274 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6485263.000000 Penalty: 5306.788086
	Iteration 11Q: 3 clusters Score -6485263 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6486522.500000 Penalty: 5306.788086
	Iteration 12Q: 3 clusters Score -6486522 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -6488237.500000 Penalty: 5306.788086
	Iteration 13F: 3 clusters Score -6488238 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -6490225.500000 Penalty: 5306.788086
	Iteration 14F: 3 clusters Score -6490226 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6492135.000000 Penalty: 5306.788086
	Iteration 15F: 3 clusters Score -6492135 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6493655.500000 Penalty: 5306.788086
	Iteration 16Q: 3 clusters Score -6493656 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6494802.500000 Penalty: 5306.788086
	Iteration 17Q: 3 clusters Score -6494802 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6495476.500000 Penalty: 5306.788086
	Iteration 18Q: 3 clusters Score -6495476 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6495821.000000 Penalty: 5306.788086
	Iteration 19Q: 3 clusters Score -6495821 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6496028.000000 Penalty: 5306.788086
	Iteration 20F: 3 clusters Score -6496028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -6496150.000000 Penalty: 5306.788086
	Iteration 21Q: 3 clusters Score -6496150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6496231.000000 Penalty: 5306.788086
	Iteration 22Q: 3 clusters Score -6496231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -6496272.000000 Penalty: 5306.788086
	Iteration 23Q: 3 clusters Score -6496272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -6496312.000000 Penalty: 5306.788086
	Iteration 24Q: 3 clusters Score -6496312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -6496350.500000 Penalty: 5306.788086
	Iteration 25Q: 3 clusters Score -6496350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6496367.000000 Penalty: 5306.788086
	Iteration 26Q: 3 clusters Score -6496367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -6496385.500000 Penalty: 5306.788086
	Iteration 27Q: 3 clusters Score -6496386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -6496387.000000 Penalty: 5306.788086
	Iteration 28Q: 3 clusters Score -6496387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -6496396.000000 Penalty: 5306.788086
	Iteration 29Q: 3 clusters Score -6496396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -6496403.500000 Penalty: 5306.788086
	Iteration 30Q: 3 clusters Score -6496404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -6496413.500000 Penalty: 5306.788086
	Iteration 31Q: 3 clusters Score -6496414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6496414.500000 Penalty: 5306.788086
	Iteration 32Q: 3 clusters Score -6496414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6496425.500000 Penalty: 5306.788086
	Iteration 33Q: 3 clusters Score -6496426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6496430.500000 Penalty: 5306.788086
	Iteration 34Q: 3 clusters Score -6496430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6496431.500000 Penalty: 5306.788086
	Iteration 35Q: 3 clusters Score -6496432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -6496433.500000 Penalty: 5306.788086
	Iteration 36Q: 3 clusters Score -6496434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -6496432.500000 Penalty: 5306.788086
	Iteration 37Q: 3 clusters Score -6496432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -6496438.000000 Penalty: 5306.788086
	Iteration 38Q: 3 clusters Score -6496438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6496442.500000 Penalty: 5306.788086
	Iteration 39Q: 3 clusters Score -6496442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -6496442.500000 Penalty: 5306.788086
	Iteration 40F: 3 clusters Score -6496442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Entering Unmasked Estep 
Score: -22926248.000000 Penalty: 2965.670410
	Iteration 0F: 2 clusters Score -2.292625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -22824806.000000 Penalty: 5931.340820
	Iteration 0F: 3 clusters Score -2.282481e+07 nChanged 74745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -22868776.000000 Penalty: 5931.340820
	Iteration 1F: 3 clusters Score -2.286878e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -22870452.000000 Penalty: 5931.340820
	Iteration 2Q: 3 clusters Score -2.287045e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -22873462.000000 Penalty: 5931.340820
	Iteration 3Q: 3 clusters Score -2.287346e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -22878932.000000 Penalty: 5931.340820
	Iteration 4F: 3 clusters Score -2.287893e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117769 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -22888772.000000 Penalty: 5931.340820
	Iteration 5F: 3 clusters Score -2.288877e+07 nChanged 14935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -22901838.000000 Penalty: 5931.340820
	Iteration 6F: 3 clusters Score -2.290184e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -22914272.000000 Penalty: 5931.340820
	Iteration 7F: 3 clusters Score -2.291427e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22920684.000000 Penalty: 5931.340820
	Iteration 8Q: 3 clusters Score -2.292068e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22922948.000000 Penalty: 5931.340820
	Iteration 9Q: 3 clusters Score -2.292295e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22923822.000000 Penalty: 5931.340820
	Iteration 10Q: 3 clusters Score -2.292382e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22924130.000000 Penalty: 5931.340820
	Iteration 11Q: 3 clusters Score -2.292413e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22924336.000000 Penalty: 5931.340820
	Iteration 12Q: 3 clusters Score -2.292434e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22924432.000000 Penalty: 5931.340820
	Iteration 13Q: 3 clusters Score -2.292443e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22924490.000000 Penalty: 5931.340820
	Iteration 14Q: 3 clusters Score -2.292449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22924530.000000 Penalty: 5931.340820
	Iteration 15Q: 3 clusters Score -2.292453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22924542.000000 Penalty: 5931.340820
	Iteration 16Q: 3 clusters Score -2.292454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22924558.000000 Penalty: 5931.340820
	Iteration 17Q: 3 clusters Score -2.292456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22924558.000000 Penalty: 5931.340820
	Iteration 18Q: 3 clusters Score -2.292456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22924576.000000 Penalty: 5931.340820
	Iteration 19Q: 3 clusters Score -2.292458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22924570.000000 Penalty: 5931.340820
	Iteration 20F: 3 clusters Score -2.292457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -22924596.000000 Penalty: 5931.340820
	Iteration 21Q: 3 clusters Score -2.29246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22924596.000000 Penalty: 5931.340820
	Iteration 22Q: 3 clusters Score -2.29246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22924594.000000 Penalty: 5931.340820
	Iteration 23Q: 3 clusters Score -2.292459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22924584.000000 Penalty: 5931.340820
	Iteration 24Q: 3 clusters Score -2.292458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22924624.000000 Penalty: 5931.340820
	Iteration 25Q: 3 clusters Score -2.292462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22924646.000000 Penalty: 5931.340820
	Iteration 26Q: 3 clusters Score -2.292465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22924634.000000 Penalty: 5931.340820
	Iteration 27Q: 3 clusters Score -2.292463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22924652.000000 Penalty: 5931.340820
	Iteration 28Q: 3 clusters Score -2.292465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22924666.000000 Penalty: 5931.340820
	Iteration 29Q: 3 clusters Score -2.292467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22924660.000000 Penalty: 5931.340820
	Iteration 30Q: 3 clusters Score -2.292466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22924666.000000 Penalty: 5931.340820
	Iteration 31Q: 3 clusters Score -2.292467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22924666.000000 Penalty: 5931.340820
	Iteration 32F: 3 clusters Score -2.292467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -1322358.375000 Penalty: 2273.962891
	Iteration 0F: 2 clusters Score -1322358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1314994.625000 Penalty: 4547.925781
	Iteration 0F: 3 clusters Score -1314995 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1317186.875000 Penalty: 4547.925781
	Iteration 1F: 3 clusters Score -1317187 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1317574.625000 Penalty: 4547.925781
	Iteration 2F: 3 clusters Score -1317575 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1317926.500000 Penalty: 4547.925781
	Iteration 3F: 3 clusters Score -1317926 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1318338.500000 Penalty: 4547.925781
	Iteration 4F: 3 clusters Score -1318338 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1318768.625000 Penalty: 4547.925781
	Iteration 5F: 3 clusters Score -1318769 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1319134.375000 Penalty: 4547.925781
	Iteration 6F: 3 clusters Score -1319134 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1319455.750000 Penalty: 4547.925781
	Iteration 7F: 3 clusters Score -1319456 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1319689.500000 Penalty: 4547.925781
	Iteration 8Q: 3 clusters Score -1319690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1319872.500000 Penalty: 4547.925781
	Iteration 9Q: 3 clusters Score -1319872 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1320013.750000 Penalty: 4547.925781
	Iteration 10Q: 3 clusters Score -1320014 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1320152.750000 Penalty: 4547.925781
	Iteration 11Q: 3 clusters Score -1320153 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1320278.750000 Penalty: 4547.925781
	Iteration 12Q: 3 clusters Score -1320279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1320381.000000 Penalty: 4547.925781
	Iteration 13Q: 3 clusters Score -1320381 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1320455.375000 Penalty: 4547.925781
	Iteration 14Q: 3 clusters Score -1320455 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1320507.875000 Penalty: 4547.925781
	Iteration 15Q: 3 clusters Score -1320508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1320549.875000 Penalty: 4547.925781
	Iteration 16Q: 3 clusters Score -1320550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1320583.375000 Penalty: 4547.925781
	Iteration 17Q: 3 clusters Score -1320583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1320611.875000 Penalty: 4547.925781
	Iteration 18Q: 3 clusters Score -1320612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1320638.875000 Penalty: 4547.925781
	Iteration 19Q: 3 clusters Score -1320639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1320652.250000 Penalty: 4547.925781
	Iteration 20F: 3 clusters Score -1320652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1320666.750000 Penalty: 4547.925781
	Iteration 21Q: 3 clusters Score -1320667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1320673.375000 Penalty: 4547.925781
	Iteration 22Q: 3 clusters Score -1320673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1320682.000000 Penalty: 4547.925781
	Iteration 23Q: 3 clusters Score -1320682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1320688.125000 Penalty: 4547.925781
	Iteration 24Q: 3 clusters Score -1320688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1320690.250000 Penalty: 4547.925781
	Iteration 25Q: 3 clusters Score -1320690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1320691.875000 Penalty: 4547.925781
	Iteration 26Q: 3 clusters Score -1320692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1320694.750000 Penalty: 4547.925781
	Iteration 27Q: 3 clusters Score -1320695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1320692.875000 Penalty: 4547.925781
	Iteration 28Q: 3 clusters Score -1320693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1320691.875000 Penalty: 4547.925781
	Iteration 29Q: 3 clusters Score -1320692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1320694.875000 Penalty: 4547.925781
	Iteration 30Q: 3 clusters Score -1320695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1320699.625000 Penalty: 4547.925781
	Iteration 31Q: 3 clusters Score -1320700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1320700.000000 Penalty: 4547.925781
	Iteration 32Q: 3 clusters Score -1320700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1320695.625000 Penalty: 4547.925781
	Iteration 33Q: 3 clusters Score -1320696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1320696.125000 Penalty: 4547.925781
	Iteration 34Q: 3 clusters Score -1320696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1320697.250000 Penalty: 4547.925781
	Iteration 35Q: 3 clusters Score -1320697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1320698.125000 Penalty: 4547.925781
	Iteration 36Q: 3 clusters Score -1320698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1320698.125000 Penalty: 4547.925781
	Iteration 37F: 3 clusters Score -1320698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Entering Unmasked Estep 
Score: -7268013.500000 Penalty: 2686.620850
	Iteration 0F: 2 clusters Score -7268014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -7233805.000000 Penalty: 5373.241699
	Iteration 0F: 3 clusters Score -7233805 nChanged 23473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7247002.000000 Penalty: 5373.241699
	Iteration 1F: 3 clusters Score -7247002 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7247949.000000 Penalty: 5373.241699
	Iteration 2Q: 3 clusters Score -7247949 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7249188.000000 Penalty: 5373.241699
	Iteration 3F: 3 clusters Score -7249188 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -7251260.500000 Penalty: 5373.241699
	Iteration 4F: 3 clusters Score -7251260 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -7254063.500000 Penalty: 5373.241699
	Iteration 5F: 3 clusters Score -7254064 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -7257146.500000 Penalty: 5373.241699
	Iteration 6F: 3 clusters Score -7257146 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -7259464.000000 Penalty: 5373.241699
	Iteration 7F: 3 clusters Score -7259464 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -7260910.000000 Penalty: 5373.241699
	Iteration 8Q: 3 clusters Score -7260910 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7261744.000000 Penalty: 5373.241699
	Iteration 9Q: 3 clusters Score -7261744 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -7262418.500000 Penalty: 5373.241699
	Iteration 10Q: 3 clusters Score -7262418 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7263212.500000 Penalty: 5373.241699
	Iteration 11Q: 3 clusters Score -7263212 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7264741.500000 Penalty: 5373.241699
	Iteration 12Q: 3 clusters Score -7264742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7265796.500000 Penalty: 5373.241699
	Iteration 13Q: 3 clusters Score -7265796 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7266043.000000 Penalty: 5373.241699
	Iteration 14Q: 3 clusters Score -7266043 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7266148.500000 Penalty: 5373.241699
	Iteration 15Q: 3 clusters Score -7266148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7266190.500000 Penalty: 5373.241699
	Iteration 16Q: 3 clusters Score -7266190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7266237.500000 Penalty: 5373.241699
	Iteration 17Q: 3 clusters Score -7266238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7266249.000000 Penalty: 5373.241699
	Iteration 18Q: 3 clusters Score -7266249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7266265.500000 Penalty: 5373.241699
	Iteration 19Q: 3 clusters Score -7266266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7266265.000000 Penalty: 5373.241699
	Iteration 20F: 3 clusters Score -7266265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7266284.000000 Penalty: 5373.241699
	Iteration 21Q: 3 clusters Score -7266284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -7266287.500000 Penalty: 5373.241699
	Iteration 22Q: 3 clusters Score -7266288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7266303.000000 Penalty: 5373.241699
	Iteration 23Q: 3 clusters Score -7266303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7266308.000000 Penalty: 5373.241699
	Iteration 24Q: 3 clusters Score -7266308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7266324.500000 Penalty: 5373.241699
	Iteration 25Q: 3 clusters Score -7266324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7266328.500000 Penalty: 5373.241699
	Iteration 26Q: 3 clusters Score -7266328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7266325.000000 Penalty: 5373.241699
	Iteration 27Q: 3 clusters Score -7266325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7266335.500000 Penalty: 5373.241699
	Iteration 28Q: 3 clusters Score -7266336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7266328.500000 Penalty: 5373.241699
	Iteration 29Q: 3 clusters Score -7266328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7266328.000000 Penalty: 5373.241699
	Iteration 30Q: 3 clusters Score -7266328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7266335.500000 Penalty: 5373.241699
	Iteration 31Q: 3 clusters Score -7266336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7266340.500000 Penalty: 5373.241699
	Iteration 32Q: 3 clusters Score -7266340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7266343.500000 Penalty: 5373.241699
	Iteration 33Q: 3 clusters Score -7266344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7266348.000000 Penalty: 5373.241699
	Iteration 34Q: 3 clusters Score -7266348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7266341.000000 Penalty: 5373.241699
	Iteration 35Q: 3 clusters Score -7266341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7266344.500000 Penalty: 5373.241699
	Iteration 36Q: 3 clusters Score -7266344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7266348.500000 Penalty: 5373.241699
	Iteration 37Q: 3 clusters Score -7266348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7266344.500000 Penalty: 5373.241699
	Iteration 38Q: 3 clusters Score -7266344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7266347.500000 Penalty: 5373.241699
	Iteration 39Q: 3 clusters Score -7266348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7266343.500000 Penalty: 5373.241699
	Iteration 40F: 3 clusters Score -7266344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7266347.000000 Penalty: 5373.241699
	Iteration 41Q: 3 clusters Score -7266347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7266349.000000 Penalty: 5373.241699
	Iteration 42Q: 3 clusters Score -7266349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7266349.500000 Penalty: 5373.241699
	Iteration 43Q: 3 clusters Score -7266350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7266343.500000 Penalty: 5373.241699
	Iteration 44Q: 3 clusters Score -7266344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7266338.500000 Penalty: 5373.241699
	Iteration 45Q: 3 clusters Score -7266338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7266343.500000 Penalty: 5373.241699
	Iteration 46Q: 3 clusters Score -7266344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7266339.000000 Penalty: 5373.241699
	Iteration 47Q: 3 clusters Score -7266339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7266342.500000 Penalty: 5373.241699
	Iteration 48Q: 3 clusters Score -7266342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -7266343.000000 Penalty: 5373.241699
	Iteration 49Q: 3 clusters Score -7266343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7266342.500000 Penalty: 5373.241699
	Iteration 50Q: 3 clusters Score -7266342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7266344.500000 Penalty: 5373.241699
	Iteration 51Q: 3 clusters Score -7266344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7266344.500000 Penalty: 5373.241699
	Iteration 52F: 3 clusters Score -7266344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Entering Unmasked Estep 
Score: -3870910.250000 Penalty: 2522.453613
	Iteration 0F: 2 clusters Score -3870910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3852843.000000 Penalty: 5044.907227
	Iteration 0F: 3 clusters Score -3852843 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3859212.000000 Penalty: 5044.907227
	Iteration 1F: 3 clusters Score -3859212 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3859606.000000 Penalty: 5044.907227
	Iteration 2Q: 3 clusters Score -3859606 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3859906.250000 Penalty: 5044.907227
	Iteration 3Q: 3 clusters Score -3859906 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3860215.250000 Penalty: 5044.907227
	Iteration 4Q: 3 clusters Score -3860215 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3860565.250000 Penalty: 5044.907227
	Iteration 5Q: 3 clusters Score -3860565 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3860951.500000 Penalty: 5044.907227
	Iteration 6Q: 3 clusters Score -3860952 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3861451.000000 Penalty: 5044.907227
	Iteration 7Q: 3 clusters Score -3861451 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3862161.250000 Penalty: 5044.907227
	Iteration 8Q: 3 clusters Score -3862161 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3863032.500000 Penalty: 5044.907227
	Iteration 9Q: 3 clusters Score -3863032 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3864044.500000 Penalty: 5044.907227
	Iteration 10F: 3 clusters Score -3864044 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3865036.000000 Penalty: 5044.907227
	Iteration 11F: 3 clusters Score -3865036 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3865993.250000 Penalty: 5044.907227
	Iteration 12Q: 3 clusters Score -3865993 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3866866.000000 Penalty: 5044.907227
	Iteration 13Q: 3 clusters Score -3866866 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3867551.750000 Penalty: 5044.907227
	Iteration 14Q: 3 clusters Score -3867552 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3867934.250000 Penalty: 5044.907227
	Iteration 15Q: 3 clusters Score -3867934 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3868210.750000 Penalty: 5044.907227
	Iteration 16Q: 3 clusters Score -3868211 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3868389.750000 Penalty: 5044.907227
	Iteration 17Q: 3 clusters Score -3868390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3868501.500000 Penalty: 5044.907227
	Iteration 18Q: 3 clusters Score -3868502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3868582.750000 Penalty: 5044.907227
	Iteration 19Q: 3 clusters Score -3868583 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3868638.750000 Penalty: 5044.907227
	Iteration 20F: 3 clusters Score -3868639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3868678.750000 Penalty: 5044.907227
	Iteration 21Q: 3 clusters Score -3868679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3868706.500000 Penalty: 5044.907227
	Iteration 22Q: 3 clusters Score -3868706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3868717.000000 Penalty: 5044.907227
	Iteration 23Q: 3 clusters Score -3868717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3868737.500000 Penalty: 5044.907227
	Iteration 24Q: 3 clusters Score -3868738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3868744.500000 Penalty: 5044.907227
	Iteration 25Q: 3 clusters Score -3868744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3868754.250000 Penalty: 5044.907227
	Iteration 26Q: 3 clusters Score -3868754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3868763.250000 Penalty: 5044.907227
	Iteration 27Q: 3 clusters Score -3868763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3868772.250000 Penalty: 5044.907227
	Iteration 28Q: 3 clusters Score -3868772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3868778.000000 Penalty: 5044.907227
	Iteration 29Q: 3 clusters Score -3868778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3868790.500000 Penalty: 5044.907227
	Iteration 30Q: 3 clusters Score -3868790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3868790.750000 Penalty: 5044.907227
	Iteration 31Q: 3 clusters Score -3868791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3868792.500000 Penalty: 5044.907227
	Iteration 32Q: 3 clusters Score -3868792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3868794.500000 Penalty: 5044.907227
	Iteration 33Q: 3 clusters Score -3868794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3868797.500000 Penalty: 5044.907227
	Iteration 34Q: 3 clusters Score -3868798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3868794.250000 Penalty: 5044.907227
	Iteration 35Q: 3 clusters Score -3868794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3868794.250000 Penalty: 5044.907227
	Iteration 36F: 3 clusters Score -3868794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1154940.250000 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -1154940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1147973.250000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -1147973 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1150727.625000 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -1150728 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1152841.500000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -1152842 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1156675.125000 Penalty: 4536.687988
	Iteration 3F: 3 clusters Score -1156675 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1159635.625000 Penalty: 4536.687988
	Iteration 4F: 3 clusters Score -1159636 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1160644.250000 Penalty: 4536.687988
	Iteration 5F: 3 clusters Score -1160644 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1160932.500000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -1160932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1161032.375000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -1161032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1161082.500000 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -1161082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1161104.375000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -1161104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1161115.625000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -1161116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1161119.375000 Penalty: 4536.687988
	Iteration 11Q: 3 clusters Score -1161119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1161125.125000 Penalty: 4536.687988
	Iteration 12Q: 3 clusters Score -1161125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1161124.750000 Penalty: 4536.687988
	Iteration 13Q: 3 clusters Score -1161125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1161124.750000 Penalty: 4536.687988
	Iteration 14F: 3 clusters Score -1161125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 3428 members 
Entering Unmasked Estep 
Score: -128910128.000000 Penalty: 74835.390625
Splitting cluster 10 changes total score from -128900968.000000 to -128910128.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (37061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Entering Unmasked Estep 
Score: -5105452.000000 Penalty: 2609.039551
	Iteration 0F: 2 clusters Score -5105452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5080342.000000 Penalty: 5218.079102
	Iteration 0F: 3 clusters Score -5080342 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5090022.500000 Penalty: 5218.079102
	Iteration 1F: 3 clusters Score -5090022 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5090877.500000 Penalty: 5218.079102
	Iteration 2F: 3 clusters Score -5090878 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5091888.500000 Penalty: 5218.079102
	Iteration 3F: 3 clusters Score -5091888 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5093074.500000 Penalty: 5218.079102
	Iteration 4F: 3 clusters Score -5093074 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5094387.000000 Penalty: 5218.079102
	Iteration 5F: 3 clusters Score -5094387 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5095801.000000 Penalty: 5218.079102
	Iteration 6F: 3 clusters Score -5095801 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5097062.500000 Penalty: 5218.079102
	Iteration 7F: 3 clusters Score -5097062 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -5098123.500000 Penalty: 5218.079102
	Iteration 8Q: 3 clusters Score -5098124 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5098988.500000 Penalty: 5218.079102
	Iteration 9Q: 3 clusters Score -5098988 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5099560.500000 Penalty: 5218.079102
	Iteration 10Q: 3 clusters Score -5099560 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5100033.500000 Penalty: 5218.079102
	Iteration 11Q: 3 clusters Score -5100034 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5100364.500000 Penalty: 5218.079102
	Iteration 12Q: 3 clusters Score -5100364 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5100687.000000 Penalty: 5218.079102
	Iteration 13Q: 3 clusters Score -5100687 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5100998.000000 Penalty: 5218.079102
	Iteration 14Q: 3 clusters Score -5100998 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5101290.000000 Penalty: 5218.079102
	Iteration 15Q: 3 clusters Score -5101290 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5101557.000000 Penalty: 5218.079102
	Iteration 16Q: 3 clusters Score -5101557 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -5101847.500000 Penalty: 5218.079102
	Iteration 17Q: 3 clusters Score -5101848 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5102053.000000 Penalty: 5218.079102
	Iteration 18Q: 3 clusters Score -5102053 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -5102223.500000 Penalty: 5218.079102
	Iteration 19Q: 3 clusters Score -5102224 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5102376.000000 Penalty: 5218.079102
	Iteration 20F: 3 clusters Score -5102376 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5102482.000000 Penalty: 5218.079102
	Iteration 21Q: 3 clusters Score -5102482 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5102597.000000 Penalty: 5218.079102
	Iteration 22Q: 3 clusters Score -5102597 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5102686.000000 Penalty: 5218.079102
	Iteration 23Q: 3 clusters Score -5102686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5102784.500000 Penalty: 5218.079102
	Iteration 24Q: 3 clusters Score -5102784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -5102877.500000 Penalty: 5218.079102
	Iteration 25Q: 3 clusters Score -5102878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5102938.500000 Penalty: 5218.079102
	Iteration 26Q: 3 clusters Score -5102938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5103022.000000 Penalty: 5218.079102
	Iteration 27Q: 3 clusters Score -5103022 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5103105.500000 Penalty: 5218.079102
	Iteration 28Q: 3 clusters Score -5103106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -5103154.000000 Penalty: 5218.079102
	Iteration 29Q: 3 clusters Score -5103154 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5103226.500000 Penalty: 5218.079102
	Iteration 30Q: 3 clusters Score -5103226 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5103280.000000 Penalty: 5218.079102
	Iteration 31Q: 3 clusters Score -5103280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -5103333.000000 Penalty: 5218.079102
	Iteration 32Q: 3 clusters Score -5103333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5103379.000000 Penalty: 5218.079102
	Iteration 33Q: 3 clusters Score -5103379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5103433.500000 Penalty: 5218.079102
	Iteration 34Q: 3 clusters Score -5103434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5103472.000000 Penalty: 5218.079102
	Iteration 35Q: 3 clusters Score -5103472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5103500.000000 Penalty: 5218.079102
	Iteration 36Q: 3 clusters Score -5103500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5103535.500000 Penalty: 5218.079102
	Iteration 37Q: 3 clusters Score -5103536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5103558.500000 Penalty: 5218.079102
	Iteration 38Q: 3 clusters Score -5103558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5103583.000000 Penalty: 5218.079102
	Iteration 39Q: 3 clusters Score -5103583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -5103579.500000 Penalty: 5218.079102
	Iteration 40F: 3 clusters Score -5103580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5103585.500000 Penalty: 5218.079102
	Iteration 41Q: 3 clusters Score -5103586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -5103615.500000 Penalty: 5218.079102
	Iteration 42Q: 3 clusters Score -5103616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5103629.500000 Penalty: 5218.079102
	Iteration 43Q: 3 clusters Score -5103630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5103638.000000 Penalty: 5218.079102
	Iteration 44Q: 3 clusters Score -5103638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -5103650.500000 Penalty: 5218.079102
	Iteration 45Q: 3 clusters Score -5103650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5103668.500000 Penalty: 5218.079102
	Iteration 46Q: 3 clusters Score -5103668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5103676.000000 Penalty: 5218.079102
	Iteration 47Q: 3 clusters Score -5103676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -5103688.500000 Penalty: 5218.079102
	Iteration 48Q: 3 clusters Score -5103688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5103692.000000 Penalty: 5218.079102
	Iteration 49Q: 3 clusters Score -5103692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5103689.500000 Penalty: 5218.079102
	Iteration 50Q: 3 clusters Score -5103690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -5103692.500000 Penalty: 5218.079102
	Iteration 51Q: 3 clusters Score -5103692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5103695.000000 Penalty: 5218.079102
	Iteration 52Q: 3 clusters Score -5103695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5103702.000000 Penalty: 5218.079102
	Iteration 53Q: 3 clusters Score -5103702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -5103705.500000 Penalty: 5218.079102
	Iteration 54Q: 3 clusters Score -5103706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5103704.500000 Penalty: 5218.079102
	Iteration 55Q: 3 clusters Score -5103704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5103709.500000 Penalty: 5218.079102
	Iteration 56Q: 3 clusters Score -5103710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5103709.500000 Penalty: 5218.079102
	Iteration 57Q: 3 clusters Score -5103710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5103711.000000 Penalty: 5218.079102
	Iteration 58Q: 3 clusters Score -5103711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -5103712.000000 Penalty: 5218.079102
	Iteration 59Q: 3 clusters Score -5103712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5103715.500000 Penalty: 5218.079102
	Iteration 60F: 3 clusters Score -5103716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5103720.500000 Penalty: 5218.079102
	Iteration 61Q: 3 clusters Score -5103720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -5103719.000000 Penalty: 5218.079102
	Iteration 62Q: 3 clusters Score -5103719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5103716.000000 Penalty: 5218.079102
	Iteration 63Q: 3 clusters Score -5103716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -5103715.000000 Penalty: 5218.079102
	Iteration 64Q: 3 clusters Score -5103715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5103716.000000 Penalty: 5218.079102
	Iteration 65Q: 3 clusters Score -5103716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -5103715.000000 Penalty: 5218.079102
	Iteration 66Q: 3 clusters Score -5103715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5103719.000000 Penalty: 5218.079102
	Iteration 67Q: 3 clusters Score -5103719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5103722.500000 Penalty: 5218.079102
	Iteration 68Q: 3 clusters Score -5103722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5103719.000000 Penalty: 5218.079102
	Iteration 69Q: 3 clusters Score -5103719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5103717.500000 Penalty: 5218.079102
	Iteration 70Q: 3 clusters Score -5103718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5103723.500000 Penalty: 5218.079102
	Iteration 71Q: 3 clusters Score -5103724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5103720.500000 Penalty: 5218.079102
	Iteration 72Q: 3 clusters Score -5103720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5103724.000000 Penalty: 5218.079102
	Iteration 73Q: 3 clusters Score -5103724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -5103724.500000 Penalty: 5218.079102
	Iteration 74Q: 3 clusters Score -5103724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5103724.500000 Penalty: 5218.079102
	Iteration 75Q: 3 clusters Score -5103724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5103730.000000 Penalty: 5218.079102
	Iteration 76Q: 3 clusters Score -5103730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5103730.000000 Penalty: 5218.079102
	Iteration 77F: 3 clusters Score -5103730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (116807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Entering Unmasked Estep 
Score: -17099982.000000 Penalty: 2893.733154
	Iteration 0F: 2 clusters Score -1.709998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -17024470.000000 Penalty: 5787.466309
	Iteration 0F: 3 clusters Score -1.702447e+07 nChanged 55247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -17056808.000000 Penalty: 5787.466309
	Iteration 1F: 3 clusters Score -1.705681e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -17058188.000000 Penalty: 5787.466309
	Iteration 2Q: 3 clusters Score -1.705819e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -17059986.000000 Penalty: 5787.466309
	Iteration 3Q: 3 clusters Score -1.705999e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -17062716.000000 Penalty: 5787.466309
	Iteration 4Q: 3 clusters Score -1.706272e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -17066414.000000 Penalty: 5787.466309
	Iteration 5F: 3 clusters Score -1.706641e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -17071522.000000 Penalty: 5787.466309
	Iteration 6F: 3 clusters Score -1.707152e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -17077254.000000 Penalty: 5787.466309
	Iteration 7F: 3 clusters Score -1.707725e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -17082512.000000 Penalty: 5787.466309
	Iteration 8F: 3 clusters Score -1.708251e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -17085550.000000 Penalty: 5787.466309
	Iteration 9F: 3 clusters Score -1.708555e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -17086820.000000 Penalty: 5787.466309
	Iteration 10Q: 3 clusters Score -1.708682e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -17087582.000000 Penalty: 5787.466309
	Iteration 11Q: 3 clusters Score -1.708758e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -17088106.000000 Penalty: 5787.466309
	Iteration 12Q: 3 clusters Score -1.708811e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -17088632.000000 Penalty: 5787.466309
	Iteration 13Q: 3 clusters Score -1.708863e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -17089144.000000 Penalty: 5787.466309
	Iteration 14Q: 3 clusters Score -1.708914e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -17089632.000000 Penalty: 5787.466309
	Iteration 15Q: 3 clusters Score -1.708963e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -17090214.000000 Penalty: 5787.466309
	Iteration 16Q: 3 clusters Score -1.709021e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -17090640.000000 Penalty: 5787.466309
	Iteration 17Q: 3 clusters Score -1.709064e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -17091180.000000 Penalty: 5787.466309
	Iteration 18Q: 3 clusters Score -1.709118e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -17091600.000000 Penalty: 5787.466309
	Iteration 19Q: 3 clusters Score -1.70916e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -17092082.000000 Penalty: 5787.466309
	Iteration 20F: 3 clusters Score -1.709208e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -17092406.000000 Penalty: 5787.466309
	Iteration 21Q: 3 clusters Score -1.709241e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -17092822.000000 Penalty: 5787.466309
	Iteration 22Q: 3 clusters Score -1.709282e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -17093208.000000 Penalty: 5787.466309
	Iteration 23Q: 3 clusters Score -1.709321e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -17093564.000000 Penalty: 5787.466309
	Iteration 24Q: 3 clusters Score -1.709356e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -17093812.000000 Penalty: 5787.466309
	Iteration 25Q: 3 clusters Score -1.709381e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -17094034.000000 Penalty: 5787.466309
	Iteration 26Q: 3 clusters Score -1.709403e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -17094232.000000 Penalty: 5787.466309
	Iteration 27Q: 3 clusters Score -1.709423e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -17094364.000000 Penalty: 5787.466309
	Iteration 28Q: 3 clusters Score -1.709436e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -17094474.000000 Penalty: 5787.466309
	Iteration 29Q: 3 clusters Score -1.709447e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -17094552.000000 Penalty: 5787.466309
	Iteration 30Q: 3 clusters Score -1.709455e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -17094606.000000 Penalty: 5787.466309
	Iteration 31Q: 3 clusters Score -1.709461e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -17094628.000000 Penalty: 5787.466309
	Iteration 32Q: 3 clusters Score -1.709463e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -17094684.000000 Penalty: 5787.466309
	Iteration 33Q: 3 clusters Score -1.709468e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -17094666.000000 Penalty: 5787.466309
	Iteration 34Q: 3 clusters Score -1.709467e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -17094648.000000 Penalty: 5787.466309
	Iteration 35Q: 3 clusters Score -1.709465e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -17094682.000000 Penalty: 5787.466309
	Iteration 36Q: 3 clusters Score -1.709468e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -17094700.000000 Penalty: 5787.466309
	Iteration 37Q: 3 clusters Score -1.70947e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -17094740.000000 Penalty: 5787.466309
	Iteration 38Q: 3 clusters Score -1.709474e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -17094818.000000 Penalty: 5787.466309
	Iteration 39Q: 3 clusters Score -1.709482e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -17094822.000000 Penalty: 5787.466309
	Iteration 40F: 3 clusters Score -1.709482e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -17094816.000000 Penalty: 5787.466309
	Iteration 41Q: 3 clusters Score -1.709482e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -17094872.000000 Penalty: 5787.466309
	Iteration 42Q: 3 clusters Score -1.709487e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -17094914.000000 Penalty: 5787.466309
	Iteration 43Q: 3 clusters Score -1.709491e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -17094910.000000 Penalty: 5787.466309
	Iteration 44Q: 3 clusters Score -1.709491e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -17094924.000000 Penalty: 5787.466309
	Iteration 45Q: 3 clusters Score -1.709492e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -17094946.000000 Penalty: 5787.466309
	Iteration 46Q: 3 clusters Score -1.709495e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -17094964.000000 Penalty: 5787.466309
	Iteration 47Q: 3 clusters Score -1.709496e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -17094972.000000 Penalty: 5787.466309
	Iteration 48Q: 3 clusters Score -1.709497e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -17095006.000000 Penalty: 5787.466309
	Iteration 49Q: 3 clusters Score -1.709501e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -17094972.000000 Penalty: 5787.466309
	Iteration 50Q: 3 clusters Score -1.709497e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -17094976.000000 Penalty: 5787.466309
	Iteration 51Q: 3 clusters Score -1.709498e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -17094984.000000 Penalty: 5787.466309
	Iteration 52Q: 3 clusters Score -1.709498e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -17094958.000000 Penalty: 5787.466309
	Iteration 53Q: 3 clusters Score -1.709496e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -17094950.000000 Penalty: 5787.466309
	Iteration 54Q: 3 clusters Score -1.709495e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -17094924.000000 Penalty: 5787.466309
	Iteration 55Q: 3 clusters Score -1.709492e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -17094922.000000 Penalty: 5787.466309
	Iteration 56Q: 3 clusters Score -1.709492e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -17094942.000000 Penalty: 5787.466309
	Iteration 57Q: 3 clusters Score -1.709494e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -17094928.000000 Penalty: 5787.466309
	Iteration 58Q: 3 clusters Score -1.709493e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -17094926.000000 Penalty: 5787.466309
	Iteration 59Q: 3 clusters Score -1.709493e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -17094968.000000 Penalty: 5787.466309
	Iteration 60F: 3 clusters Score -1.709497e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -17094984.000000 Penalty: 5787.466309
	Iteration 61Q: 3 clusters Score -1.709498e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -17094982.000000 Penalty: 5787.466309
	Iteration 62Q: 3 clusters Score -1.709498e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -17095004.000000 Penalty: 5787.466309
	Iteration 63Q: 3 clusters Score -1.7095e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -17095010.000000 Penalty: 5787.466309
	Iteration 64Q: 3 clusters Score -1.709501e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -17095020.000000 Penalty: 5787.466309
	Iteration 65Q: 3 clusters Score -1.709502e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -17095054.000000 Penalty: 5787.466309
	Iteration 66Q: 3 clusters Score -1.709505e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -17095064.000000 Penalty: 5787.466309
	Iteration 67Q: 3 clusters Score -1.709506e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -17095058.000000 Penalty: 5787.466309
	Iteration 68Q: 3 clusters Score -1.709506e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -17095042.000000 Penalty: 5787.466309
	Iteration 69Q: 3 clusters Score -1.709504e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -17095036.000000 Penalty: 5787.466309
	Iteration 70Q: 3 clusters Score -1.709504e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -17095018.000000 Penalty: 5787.466309
	Iteration 71Q: 3 clusters Score -1.709502e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -17095024.000000 Penalty: 5787.466309
	Iteration 72Q: 3 clusters Score -1.709502e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -17095118.000000 Penalty: 5787.466309
	Iteration 73Q: 3 clusters Score -1.709512e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -17095092.000000 Penalty: 5787.466309
	Iteration 74Q: 3 clusters Score -1.709509e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -17095062.000000 Penalty: 5787.466309
	Iteration 75Q: 3 clusters Score -1.709506e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -17095066.000000 Penalty: 5787.466309
	Iteration 76Q: 3 clusters Score -1.709507e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -17095096.000000 Penalty: 5787.466309
	Iteration 77Q: 3 clusters Score -1.70951e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -17095144.000000 Penalty: 5787.466309
	Iteration 78Q: 3 clusters Score -1.709514e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -17095150.000000 Penalty: 5787.466309
	Iteration 79Q: 3 clusters Score -1.709515e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -17095168.000000 Penalty: 5787.466309
	Iteration 80F: 3 clusters Score -1.709517e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -17095168.000000 Penalty: 5787.466309
	Iteration 81Q: 3 clusters Score -1.709517e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -17095142.000000 Penalty: 5787.466309
	Iteration 82Q: 3 clusters Score -1.709514e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -17095150.000000 Penalty: 5787.466309
	Iteration 83Q: 3 clusters Score -1.709515e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -17095118.000000 Penalty: 5787.466309
	Iteration 84Q: 3 clusters Score -1.709512e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -17095156.000000 Penalty: 5787.466309
	Iteration 85Q: 3 clusters Score -1.709516e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -17095102.000000 Penalty: 5787.466309
	Iteration 86Q: 3 clusters Score -1.70951e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -17095084.000000 Penalty: 5787.466309
	Iteration 87Q: 3 clusters Score -1.709508e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -17095098.000000 Penalty: 5787.466309
	Iteration 88Q: 3 clusters Score -1.70951e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -17095158.000000 Penalty: 5787.466309
	Iteration 89Q: 3 clusters Score -1.709516e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -17095092.000000 Penalty: 5787.466309
	Iteration 90Q: 3 clusters Score -1.709509e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -17095096.000000 Penalty: 5787.466309
	Iteration 91Q: 3 clusters Score -1.70951e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -17095154.000000 Penalty: 5787.466309
	Iteration 92Q: 3 clusters Score -1.709515e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -17095146.000000 Penalty: 5787.466309
	Iteration 93Q: 3 clusters Score -1.709515e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -17095158.000000 Penalty: 5787.466309
	Iteration 94Q: 3 clusters Score -1.709516e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -17095166.000000 Penalty: 5787.466309
	Iteration 95Q: 3 clusters Score -1.709517e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -17095198.000000 Penalty: 5787.466309
	Iteration 96Q: 3 clusters Score -1.70952e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -17095160.000000 Penalty: 5787.466309
	Iteration 97Q: 3 clusters Score -1.709516e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -17095142.000000 Penalty: 5787.466309
	Iteration 98Q: 3 clusters Score -1.709514e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -17095196.000000 Penalty: 5787.466309
	Iteration 99Q: 3 clusters Score -1.70952e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -17095214.000000 Penalty: 5787.466309
	Iteration 100F: 3 clusters Score -1.709521e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -17095260.000000 Penalty: 5787.466309
	Iteration 101Q: 3 clusters Score -1.709526e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -17095398.000000 Penalty: 5787.466309
	Iteration 102Q: 3 clusters Score -1.70954e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -17095566.000000 Penalty: 5787.466309
	Iteration 103Q: 3 clusters Score -1.709557e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -17095780.000000 Penalty: 5787.466309
	Iteration 104Q: 3 clusters Score -1.709578e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -17096092.000000 Penalty: 5787.466309
	Iteration 105Q: 3 clusters Score -1.709609e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -17096284.000000 Penalty: 5787.466309
	Iteration 106Q: 3 clusters Score -1.709628e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -17096566.000000 Penalty: 5787.466309
	Iteration 107Q: 3 clusters Score -1.709657e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -17097038.000000 Penalty: 5787.466309
	Iteration 108Q: 3 clusters Score -1.709704e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -17097480.000000 Penalty: 5787.466309
	Iteration 109Q: 3 clusters Score -1.709748e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -17098146.000000 Penalty: 5787.466309
	Iteration 110Q: 3 clusters Score -1.709815e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -17098712.000000 Penalty: 5787.466309
	Iteration 111Q: 3 clusters Score -1.709871e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -17099044.000000 Penalty: 5787.466309
	Iteration 112Q: 3 clusters Score -1.709904e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -17099196.000000 Penalty: 5787.466309
	Iteration 113Q: 3 clusters Score -1.70992e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -17099272.000000 Penalty: 5787.466309
	Iteration 114Q: 3 clusters Score -1.709927e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -17099324.000000 Penalty: 5787.466309
	Iteration 115Q: 3 clusters Score -1.709932e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -17099310.000000 Penalty: 5787.466309
	Iteration 116Q: 3 clusters Score -1.709931e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -17099310.000000 Penalty: 5787.466309
	Iteration 117Q: 3 clusters Score -1.709931e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -17099340.000000 Penalty: 5787.466309
	Iteration 118Q: 3 clusters Score -1.709934e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -17099300.000000 Penalty: 5787.466309
	Iteration 119Q: 3 clusters Score -1.70993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -17099310.000000 Penalty: 5787.466309
	Iteration 120F: 3 clusters Score -1.709931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -17099318.000000 Penalty: 5787.466309
	Iteration 121Q: 3 clusters Score -1.709932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -17099354.000000 Penalty: 5787.466309
	Iteration 122Q: 3 clusters Score -1.709935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -17099338.000000 Penalty: 5787.466309
	Iteration 123Q: 3 clusters Score -1.709934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -17099340.000000 Penalty: 5787.466309
	Iteration 124Q: 3 clusters Score -1.709934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -17099350.000000 Penalty: 5787.466309
	Iteration 125Q: 3 clusters Score -1.709935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 126Q: 3 clusters Score -1.709935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 127Q: 3 clusters Score -1.709935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 128Q: 3 clusters Score -1.709935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 129Q: 3 clusters Score -1.709935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -17099350.000000 Penalty: 5787.466309
	Iteration 130Q: 3 clusters Score -1.709935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -17099358.000000 Penalty: 5787.466309
	Iteration 131Q: 3 clusters Score -1.709936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17099356.000000 Penalty: 5787.466309
	Iteration 132Q: 3 clusters Score -1.709936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -17099364.000000 Penalty: 5787.466309
	Iteration 133Q: 3 clusters Score -1.709936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -17099368.000000 Penalty: 5787.466309
	Iteration 134Q: 3 clusters Score -1.709937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -17099364.000000 Penalty: 5787.466309
	Iteration 135Q: 3 clusters Score -1.709936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -17099364.000000 Penalty: 5787.466309
	Iteration 136Q: 3 clusters Score -1.709936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -17099362.000000 Penalty: 5787.466309
	Iteration 137Q: 3 clusters Score -1.709936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -17099364.000000 Penalty: 5787.466309
	Iteration 138Q: 3 clusters Score -1.709936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -17099358.000000 Penalty: 5787.466309
	Iteration 139Q: 3 clusters Score -1.709936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -17099358.000000 Penalty: 5787.466309
	Iteration 140F: 3 clusters Score -1.709936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -17099364.000000 Penalty: 5787.466309
	Iteration 141Q: 3 clusters Score -1.709936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17099366.000000 Penalty: 5787.466309
	Iteration 142Q: 3 clusters Score -1.709937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -17099368.000000 Penalty: 5787.466309
	Iteration 143Q: 3 clusters Score -1.709937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -17099366.000000 Penalty: 5787.466309
	Iteration 144Q: 3 clusters Score -1.709937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -17099360.000000 Penalty: 5787.466309
	Iteration 145Q: 3 clusters Score -1.709936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -17099358.000000 Penalty: 5787.466309
	Iteration 146Q: 3 clusters Score -1.709936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 147Q: 3 clusters Score -1.709935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -17099348.000000 Penalty: 5787.466309
	Iteration 148Q: 3 clusters Score -1.709935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -17099356.000000 Penalty: 5787.466309
	Iteration 149Q: 3 clusters Score -1.709936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -17099348.000000 Penalty: 5787.466309
	Iteration 150Q: 3 clusters Score -1.709935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17099360.000000 Penalty: 5787.466309
	Iteration 151Q: 3 clusters Score -1.709936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -17099356.000000 Penalty: 5787.466309
	Iteration 152Q: 3 clusters Score -1.709936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -17099354.000000 Penalty: 5787.466309
	Iteration 153Q: 3 clusters Score -1.709935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17099350.000000 Penalty: 5787.466309
	Iteration 154Q: 3 clusters Score -1.709935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -17099356.000000 Penalty: 5787.466309
	Iteration 155Q: 3 clusters Score -1.709936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -17099360.000000 Penalty: 5787.466309
	Iteration 156Q: 3 clusters Score -1.709936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -17099362.000000 Penalty: 5787.466309
	Iteration 157Q: 3 clusters Score -1.709936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -17099358.000000 Penalty: 5787.466309
	Iteration 158Q: 3 clusters Score -1.709936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -17099354.000000 Penalty: 5787.466309
	Iteration 159Q: 3 clusters Score -1.709935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -17099352.000000 Penalty: 5787.466309
	Iteration 160F: 3 clusters Score -1.709935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17099348.000000 Penalty: 5787.466309
	Iteration 161Q: 3 clusters Score -1.709935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17099348.000000 Penalty: 5787.466309
	Iteration 162F: 3 clusters Score -1.709935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -281764.906250 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -281764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -279040.843750 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -279040.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279646.875000 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -279646.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -279811.812500 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -279811.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -279935.281250 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -279935.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280025.687500 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -280025.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -280096.687500 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -280096.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -280176.812500 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -280176.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280246.812500 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -280246.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -280321.437500 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -280321.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -280421.843750 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -280421.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -280557.156250 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -280557.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -280690.562500 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -280690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -280800.750000 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -280800.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280879.906250 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -280879.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280932.906250 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -280932.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280983.156250 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -280983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -281004.562500 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -281004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281018.750000 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -281018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -281023.156250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -281023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281025.250000 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -281025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281032.625000 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -281032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281068.218750 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -281068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281072.187500 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -281072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281073.562500 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -281073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281073.562500 Penalty: 3818.672363
	Iteration 24F: 3 clusters Score -281073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -330367.437500 Penalty: 1966.333984
	Iteration 0F: 2 clusters Score -330367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327872.406250 Penalty: 3932.667969
	Iteration 0F: 3 clusters Score -327872.4 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -332864.937500 Penalty: 3932.667969
	Iteration 1F: 3 clusters Score -332864.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -335371.406250 Penalty: 3932.667969
	Iteration 2F: 3 clusters Score -335371.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -336476.281250 Penalty: 3932.667969
	Iteration 3F: 3 clusters Score -336476.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -337309.531250 Penalty: 3932.667969
	Iteration 4Q: 3 clusters Score -337309.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -337949.156250 Penalty: 3932.667969
	Iteration 5Q: 3 clusters Score -337949.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -338386.750000 Penalty: 3932.667969
	Iteration 6Q: 3 clusters Score -338386.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -338682.687500 Penalty: 3932.667969
	Iteration 7Q: 3 clusters Score -338682.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -338925.187500 Penalty: 3932.667969
	Iteration 8Q: 3 clusters Score -338925.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339016.906250 Penalty: 3932.667969
	Iteration 9Q: 3 clusters Score -339016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -339048.843750 Penalty: 3932.667969
	Iteration 10Q: 3 clusters Score -339048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -339054.250000 Penalty: 3932.667969
	Iteration 11Q: 3 clusters Score -339054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -339061.562500 Penalty: 3932.667969
	Iteration 12Q: 3 clusters Score -339061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -339062.062500 Penalty: 3932.667969
	Iteration 13Q: 3 clusters Score -339062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -339063.031250 Penalty: 3932.667969
	Iteration 14Q: 3 clusters Score -339063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -339064.000000 Penalty: 3932.667969
	Iteration 15Q: 3 clusters Score -339064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -339064.968750 Penalty: 3932.667969
	Iteration 16Q: 3 clusters Score -339065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -339064.968750 Penalty: 3932.667969
	Iteration 17F: 3 clusters Score -339065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 3428 members 
Mstep: Class 23 contains 1209 members 
Entering Unmasked Estep 
Score: -128917576.000000 Penalty: 78237.000000
Splitting cluster 14 changes total score from -128900968.000000 to -128917576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (5152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Entering Unmasked Estep 
Score: -746378.687500 Penalty: 2119.690674
	Iteration 0F: 2 clusters Score -746378.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -741755.312500 Penalty: 4239.381348
	Iteration 0F: 3 clusters Score -741755.3 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -742924.000000 Penalty: 4239.381348
	Iteration 1F: 3 clusters Score -742924 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -743278.812500 Penalty: 4239.381348
	Iteration 2F: 3 clusters Score -743278.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -743660.312500 Penalty: 4239.381348
	Iteration 3F: 3 clusters Score -743660.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -744089.500000 Penalty: 4239.381348
	Iteration 4F: 3 clusters Score -744089.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -744521.937500 Penalty: 4239.381348
	Iteration 5F: 3 clusters Score -744521.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -745025.812500 Penalty: 4239.381348
	Iteration 6F: 3 clusters Score -745025.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -745524.937500 Penalty: 4239.381348
	Iteration 7F: 3 clusters Score -745524.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -745824.750000 Penalty: 4239.381348
	Iteration 8Q: 3 clusters Score -745824.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -746014.625000 Penalty: 4239.381348
	Iteration 9Q: 3 clusters Score -746014.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -746114.562500 Penalty: 4239.381348
	Iteration 10Q: 3 clusters Score -746114.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -746150.750000 Penalty: 4239.381348
	Iteration 11Q: 3 clusters Score -746150.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -746177.125000 Penalty: 4239.381348
	Iteration 12Q: 3 clusters Score -746177.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -746189.187500 Penalty: 4239.381348
	Iteration 13Q: 3 clusters Score -746189.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -746193.750000 Penalty: 4239.381348
	Iteration 14Q: 3 clusters Score -746193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -746195.687500 Penalty: 4239.381348
	Iteration 15Q: 3 clusters Score -746195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -746198.500000 Penalty: 4239.381348
	Iteration 16Q: 3 clusters Score -746198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -746198.500000 Penalty: 4239.381348
	Iteration 17F: 3 clusters Score -746198.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Entering Unmasked Estep 
Score: -4697857.000000 Penalty: 2575.951416
	Iteration 0F: 2 clusters Score -4697857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4675666.500000 Penalty: 5151.902832
	Iteration 0F: 3 clusters Score -4675666 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4683712.000000 Penalty: 5151.902832
	Iteration 1F: 3 clusters Score -4683712 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4684163.000000 Penalty: 5151.902832
	Iteration 2Q: 3 clusters Score -4684163 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4684572.500000 Penalty: 5151.902832
	Iteration 3Q: 3 clusters Score -4684572 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4684998.000000 Penalty: 5151.902832
	Iteration 4Q: 3 clusters Score -4684998 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4685514.000000 Penalty: 5151.902832
	Iteration 5Q: 3 clusters Score -4685514 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4686194.500000 Penalty: 5151.902832
	Iteration 6Q: 3 clusters Score -4686194 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4687073.500000 Penalty: 5151.902832
	Iteration 7Q: 3 clusters Score -4687074 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4688195.000000 Penalty: 5151.902832
	Iteration 8F: 3 clusters Score -4688195 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4689586.500000 Penalty: 5151.902832
	Iteration 9F: 3 clusters Score -4689586 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4690976.000000 Penalty: 5151.902832
	Iteration 10F: 3 clusters Score -4690976 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4692330.000000 Penalty: 5151.902832
	Iteration 11F: 3 clusters Score -4692330 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4693399.000000 Penalty: 5151.902832
	Iteration 12Q: 3 clusters Score -4693399 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4694175.500000 Penalty: 5151.902832
	Iteration 13Q: 3 clusters Score -4694176 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4694688.000000 Penalty: 5151.902832
	Iteration 14Q: 3 clusters Score -4694688 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4695012.000000 Penalty: 5151.902832
	Iteration 15Q: 3 clusters Score -4695012 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4695230.500000 Penalty: 5151.902832
	Iteration 16Q: 3 clusters Score -4695230 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4695366.500000 Penalty: 5151.902832
	Iteration 17Q: 3 clusters Score -4695366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4695473.500000 Penalty: 5151.902832
	Iteration 18Q: 3 clusters Score -4695474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4695531.500000 Penalty: 5151.902832
	Iteration 19Q: 3 clusters Score -4695532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4695563.000000 Penalty: 5151.902832
	Iteration 20F: 3 clusters Score -4695563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4695593.000000 Penalty: 5151.902832
	Iteration 21Q: 3 clusters Score -4695593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4695639.500000 Penalty: 5151.902832
	Iteration 22Q: 3 clusters Score -4695640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4695660.000000 Penalty: 5151.902832
	Iteration 23Q: 3 clusters Score -4695660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4695679.000000 Penalty: 5151.902832
	Iteration 24Q: 3 clusters Score -4695679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4695681.000000 Penalty: 5151.902832
	Iteration 25Q: 3 clusters Score -4695681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4695692.000000 Penalty: 5151.902832
	Iteration 26Q: 3 clusters Score -4695692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4695697.500000 Penalty: 5151.902832
	Iteration 27Q: 3 clusters Score -4695698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4695705.500000 Penalty: 5151.902832
	Iteration 28Q: 3 clusters Score -4695706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4695713.500000 Penalty: 5151.902832
	Iteration 29Q: 3 clusters Score -4695714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4695713.500000 Penalty: 5151.902832
	Iteration 30Q: 3 clusters Score -4695714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4695716.000000 Penalty: 5151.902832
	Iteration 31Q: 3 clusters Score -4695716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4695726.000000 Penalty: 5151.902832
	Iteration 32Q: 3 clusters Score -4695726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4695725.000000 Penalty: 5151.902832
	Iteration 33Q: 3 clusters Score -4695725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4695731.000000 Penalty: 5151.902832
	Iteration 34Q: 3 clusters Score -4695731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4695737.500000 Penalty: 5151.902832
	Iteration 35Q: 3 clusters Score -4695738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4695742.500000 Penalty: 5151.902832
	Iteration 36Q: 3 clusters Score -4695742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4695749.000000 Penalty: 5151.902832
	Iteration 37Q: 3 clusters Score -4695749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4695750.000000 Penalty: 5151.902832
	Iteration 38Q: 3 clusters Score -4695750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4695750.500000 Penalty: 5151.902832
	Iteration 39Q: 3 clusters Score -4695750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4695747.500000 Penalty: 5151.902832
	Iteration 40F: 3 clusters Score -4695748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4695747.500000 Penalty: 5151.902832
	Iteration 41Q: 3 clusters Score -4695748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4695751.500000 Penalty: 5151.902832
	Iteration 42Q: 3 clusters Score -4695752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4695750.500000 Penalty: 5151.902832
	Iteration 43Q: 3 clusters Score -4695750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4695751.000000 Penalty: 5151.902832
	Iteration 44Q: 3 clusters Score -4695751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4695751.000000 Penalty: 5151.902832
	Iteration 45F: 3 clusters Score -4695751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Entering Unmasked Estep 
Score: -6315819.000000 Penalty: 2657.626953
	Iteration 0F: 2 clusters Score -6315819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6285572.500000 Penalty: 5315.253906
	Iteration 0F: 3 clusters Score -6285572 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -6297335.500000 Penalty: 5315.253906
	Iteration 1F: 3 clusters Score -6297336 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6298764.500000 Penalty: 5315.253906
	Iteration 2F: 3 clusters Score -6298764 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6300676.500000 Penalty: 5315.253906
	Iteration 3F: 3 clusters Score -6300676 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -6303285.000000 Penalty: 5315.253906
	Iteration 4F: 3 clusters Score -6303285 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6306019.500000 Penalty: 5315.253906
	Iteration 5F: 3 clusters Score -6306020 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -6308456.000000 Penalty: 5315.253906
	Iteration 6F: 3 clusters Score -6308456 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6310182.500000 Penalty: 5315.253906
	Iteration 7F: 3 clusters Score -6310182 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -6311260.000000 Penalty: 5315.253906
	Iteration 8Q: 3 clusters Score -6311260 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6311828.500000 Penalty: 5315.253906
	Iteration 9Q: 3 clusters Score -6311828 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -6312260.500000 Penalty: 5315.253906
	Iteration 10Q: 3 clusters Score -6312260 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -6312547.500000 Penalty: 5315.253906
	Iteration 11Q: 3 clusters Score -6312548 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -6312724.500000 Penalty: 5315.253906
	Iteration 12Q: 3 clusters Score -6312724 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6312863.500000 Penalty: 5315.253906
	Iteration 13Q: 3 clusters Score -6312864 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6312955.500000 Penalty: 5315.253906
	Iteration 14Q: 3 clusters Score -6312956 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -6313073.000000 Penalty: 5315.253906
	Iteration 15Q: 3 clusters Score -6313073 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -6313199.000000 Penalty: 5315.253906
	Iteration 16Q: 3 clusters Score -6313199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6313254.000000 Penalty: 5315.253906
	Iteration 17Q: 3 clusters Score -6313254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -6313344.500000 Penalty: 5315.253906
	Iteration 18Q: 3 clusters Score -6313344 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -6313444.000000 Penalty: 5315.253906
	Iteration 19Q: 3 clusters Score -6313444 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -6313528.000000 Penalty: 5315.253906
	Iteration 20F: 3 clusters Score -6313528 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -6313612.000000 Penalty: 5315.253906
	Iteration 21Q: 3 clusters Score -6313612 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6313636.000000 Penalty: 5315.253906
	Iteration 22Q: 3 clusters Score -6313636 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6313695.500000 Penalty: 5315.253906
	Iteration 23Q: 3 clusters Score -6313696 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -6313727.000000 Penalty: 5315.253906
	Iteration 24Q: 3 clusters Score -6313727 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6313743.500000 Penalty: 5315.253906
	Iteration 25Q: 3 clusters Score -6313744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -6313760.500000 Penalty: 5315.253906
	Iteration 26Q: 3 clusters Score -6313760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -6313793.500000 Penalty: 5315.253906
	Iteration 27Q: 3 clusters Score -6313794 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -6313835.500000 Penalty: 5315.253906
	Iteration 28Q: 3 clusters Score -6313836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -6313830.500000 Penalty: 5315.253906
	Iteration 29Q: 3 clusters Score -6313830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -6313848.500000 Penalty: 5315.253906
	Iteration 30Q: 3 clusters Score -6313848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6313851.000000 Penalty: 5315.253906
	Iteration 31Q: 3 clusters Score -6313851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6313844.000000 Penalty: 5315.253906
	Iteration 32Q: 3 clusters Score -6313844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6313848.500000 Penalty: 5315.253906
	Iteration 33Q: 3 clusters Score -6313848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6313864.500000 Penalty: 5315.253906
	Iteration 34Q: 3 clusters Score -6313864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -6313874.000000 Penalty: 5315.253906
	Iteration 35Q: 3 clusters Score -6313874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -6313883.500000 Penalty: 5315.253906
	Iteration 36Q: 3 clusters Score -6313884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -6313893.500000 Penalty: 5315.253906
	Iteration 37Q: 3 clusters Score -6313894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6313898.500000 Penalty: 5315.253906
	Iteration 38Q: 3 clusters Score -6313898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -6313900.000000 Penalty: 5315.253906
	Iteration 39Q: 3 clusters Score -6313900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -6313892.500000 Penalty: 5315.253906
	Iteration 40F: 3 clusters Score -6313892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6313926.000000 Penalty: 5315.253906
	Iteration 41Q: 3 clusters Score -6313926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -6313922.000000 Penalty: 5315.253906
	Iteration 42Q: 3 clusters Score -6313922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -6313922.500000 Penalty: 5315.253906
	Iteration 43Q: 3 clusters Score -6313922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -6313928.500000 Penalty: 5315.253906
	Iteration 44Q: 3 clusters Score -6313928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -6313923.000000 Penalty: 5315.253906
	Iteration 45Q: 3 clusters Score -6313923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -6313922.500000 Penalty: 5315.253906
	Iteration 46Q: 3 clusters Score -6313922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6313926.500000 Penalty: 5315.253906
	Iteration 47Q: 3 clusters Score -6313926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6313948.500000 Penalty: 5315.253906
	Iteration 48Q: 3 clusters Score -6313948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -6313937.000000 Penalty: 5315.253906
	Iteration 49Q: 3 clusters Score -6313937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6313950.500000 Penalty: 5315.253906
	Iteration 50Q: 3 clusters Score -6313950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6313961.000000 Penalty: 5315.253906
	Iteration 51Q: 3 clusters Score -6313961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6313967.000000 Penalty: 5315.253906
	Iteration 52Q: 3 clusters Score -6313967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -6313963.500000 Penalty: 5315.253906
	Iteration 53Q: 3 clusters Score -6313964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6313954.500000 Penalty: 5315.253906
	Iteration 54Q: 3 clusters Score -6313954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -6313957.500000 Penalty: 5315.253906
	Iteration 55Q: 3 clusters Score -6313958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -6313957.000000 Penalty: 5315.253906
	Iteration 56Q: 3 clusters Score -6313957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -6313955.000000 Penalty: 5315.253906
	Iteration 57Q: 3 clusters Score -6313955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -6313959.500000 Penalty: 5315.253906
	Iteration 58Q: 3 clusters Score -6313960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -6313957.000000 Penalty: 5315.253906
	Iteration 59Q: 3 clusters Score -6313957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -6313959.000000 Penalty: 5315.253906
	Iteration 60F: 3 clusters Score -6313959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -1530731.750000 Penalty: 2303.227783
	Iteration 0F: 2 clusters Score -1530732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1522531.000000 Penalty: 4606.455566
	Iteration 0F: 3 clusters Score -1522531 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1524930.500000 Penalty: 4606.455566
	Iteration 1F: 3 clusters Score -1524930 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1525290.125000 Penalty: 4606.455566
	Iteration 2F: 3 clusters Score -1525290 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1525641.750000 Penalty: 4606.455566
	Iteration 3F: 3 clusters Score -1525642 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1526005.375000 Penalty: 4606.455566
	Iteration 4F: 3 clusters Score -1526005 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1526392.625000 Penalty: 4606.455566
	Iteration 5F: 3 clusters Score -1526393 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1526862.625000 Penalty: 4606.455566
	Iteration 6F: 3 clusters Score -1526863 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1527343.375000 Penalty: 4606.455566
	Iteration 7F: 3 clusters Score -1527343 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1527762.375000 Penalty: 4606.455566
	Iteration 8Q: 3 clusters Score -1527762 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1528105.375000 Penalty: 4606.455566
	Iteration 9Q: 3 clusters Score -1528105 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1528334.375000 Penalty: 4606.455566
	Iteration 10Q: 3 clusters Score -1528334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1528474.500000 Penalty: 4606.455566
	Iteration 11Q: 3 clusters Score -1528474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1528561.500000 Penalty: 4606.455566
	Iteration 12Q: 3 clusters Score -1528562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1528602.625000 Penalty: 4606.455566
	Iteration 13Q: 3 clusters Score -1528603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1528638.375000 Penalty: 4606.455566
	Iteration 14Q: 3 clusters Score -1528638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1528671.625000 Penalty: 4606.455566
	Iteration 15Q: 3 clusters Score -1528672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1528700.250000 Penalty: 4606.455566
	Iteration 16Q: 3 clusters Score -1528700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1528727.000000 Penalty: 4606.455566
	Iteration 17Q: 3 clusters Score -1528727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1528744.625000 Penalty: 4606.455566
	Iteration 18Q: 3 clusters Score -1528745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1528755.000000 Penalty: 4606.455566
	Iteration 19Q: 3 clusters Score -1528755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1528766.750000 Penalty: 4606.455566
	Iteration 20F: 3 clusters Score -1528767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1528775.375000 Penalty: 4606.455566
	Iteration 21Q: 3 clusters Score -1528775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1528782.125000 Penalty: 4606.455566
	Iteration 22Q: 3 clusters Score -1528782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1528787.625000 Penalty: 4606.455566
	Iteration 23Q: 3 clusters Score -1528788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1528792.500000 Penalty: 4606.455566
	Iteration 24Q: 3 clusters Score -1528792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1528794.625000 Penalty: 4606.455566
	Iteration 25Q: 3 clusters Score -1528795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1528797.000000 Penalty: 4606.455566
	Iteration 26Q: 3 clusters Score -1528797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1528799.500000 Penalty: 4606.455566
	Iteration 27Q: 3 clusters Score -1528800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1528799.250000 Penalty: 4606.455566
	Iteration 28Q: 3 clusters Score -1528799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1528803.625000 Penalty: 4606.455566
	Iteration 29Q: 3 clusters Score -1528804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1528806.875000 Penalty: 4606.455566
	Iteration 30Q: 3 clusters Score -1528807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1528808.750000 Penalty: 4606.455566
	Iteration 31Q: 3 clusters Score -1528809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1528816.500000 Penalty: 4606.455566
	Iteration 32Q: 3 clusters Score -1528816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1528819.625000 Penalty: 4606.455566
	Iteration 33Q: 3 clusters Score -1528820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1528819.875000 Penalty: 4606.455566
	Iteration 34Q: 3 clusters Score -1528820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1528823.000000 Penalty: 4606.455566
	Iteration 35Q: 3 clusters Score -1528823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1528824.625000 Penalty: 4606.455566
	Iteration 36Q: 3 clusters Score -1528825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1528826.375000 Penalty: 4606.455566
	Iteration 37Q: 3 clusters Score -1528826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1528829.500000 Penalty: 4606.455566
	Iteration 38Q: 3 clusters Score -1528830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1528830.625000 Penalty: 4606.455566
	Iteration 39Q: 3 clusters Score -1528831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1528835.250000 Penalty: 4606.455566
	Iteration 40F: 3 clusters Score -1528835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1528834.750000 Penalty: 4606.455566
	Iteration 41Q: 3 clusters Score -1528835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1528834.375000 Penalty: 4606.455566
	Iteration 42Q: 3 clusters Score -1528834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1528834.375000 Penalty: 4606.455566
	Iteration 43F: 3 clusters Score -1528834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Entering Unmasked Estep 
Score: -6343308.500000 Penalty: 2653.617676
	Iteration 0F: 2 clusters Score -6343308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6313393.500000 Penalty: 5307.235352
	Iteration 0F: 3 clusters Score -6313394 nChanged 20367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6325649.000000 Penalty: 5307.235352
	Iteration 1F: 3 clusters Score -6325649 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6328414.000000 Penalty: 5307.235352
	Iteration 2F: 3 clusters Score -6328414 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6333333.500000 Penalty: 5307.235352
	Iteration 3F: 3 clusters Score -6333334 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -6338068.500000 Penalty: 5307.235352
	Iteration 4F: 3 clusters Score -6338068 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -6341393.000000 Penalty: 5307.235352
	Iteration 5F: 3 clusters Score -6341393 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -6343715.000000 Penalty: 5307.235352
	Iteration 6F: 3 clusters Score -6343715 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -6345175.000000 Penalty: 5307.235352
	Iteration 7Q: 3 clusters Score -6345175 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6346113.500000 Penalty: 5307.235352
	Iteration 8Q: 3 clusters Score -6346114 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6346953.500000 Penalty: 5307.235352
	Iteration 9Q: 3 clusters Score -6346954 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -6348140.500000 Penalty: 5307.235352
	Iteration 10Q: 3 clusters Score -6348140 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -6349246.000000 Penalty: 5307.235352
	Iteration 11Q: 3 clusters Score -6349246 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6349651.000000 Penalty: 5307.235352
	Iteration 12Q: 3 clusters Score -6349651 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -6349816.000000 Penalty: 5307.235352
	Iteration 13Q: 3 clusters Score -6349816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -6349886.500000 Penalty: 5307.235352
	Iteration 14Q: 3 clusters Score -6349886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -6349924.500000 Penalty: 5307.235352
	Iteration 15Q: 3 clusters Score -6349924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -6349928.500000 Penalty: 5307.235352
	Iteration 16Q: 3 clusters Score -6349928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6349935.500000 Penalty: 5307.235352
	Iteration 17Q: 3 clusters Score -6349936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6349934.000000 Penalty: 5307.235352
	Iteration 18Q: 3 clusters Score -6349934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -6349935.000000 Penalty: 5307.235352
	Iteration 19Q: 3 clusters Score -6349935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6349936.000000 Penalty: 5307.235352
	Iteration 20F: 3 clusters Score -6349936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -6349941.000000 Penalty: 5307.235352
	Iteration 21Q: 3 clusters Score -6349941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6349937.000000 Penalty: 5307.235352
	Iteration 22Q: 3 clusters Score -6349937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6349940.000000 Penalty: 5307.235352
	Iteration 23Q: 3 clusters Score -6349940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6349940.000000 Penalty: 5307.235352
	Iteration 24F: 3 clusters Score -6349940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 38511 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 3428 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 5848 members 
Entering Unmasked Estep 
Score: -128923544.000000 Penalty: 81638.609375
Splitting cluster 20 changes total score from -128900968.000000 to -128923544.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (191395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Entering Unmasked Estep 
Score: -28030336.000000 Penalty: 3016.199463
	Iteration 0F: 2 clusters Score -2.803034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -27907818.000000 Penalty: 6032.398926
	Iteration 0F: 3 clusters Score -2.790782e+07 nChanged 92010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -27962072.000000 Penalty: 6032.398926
	Iteration 1F: 3 clusters Score -2.796207e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -27963514.000000 Penalty: 6032.398926
	Iteration 2Q: 3 clusters Score -2.796351e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -27966308.000000 Penalty: 6032.398926
	Iteration 3Q: 3 clusters Score -2.796631e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123448 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -27971196.000000 Penalty: 6032.398926
	Iteration 4F: 3 clusters Score -2.79712e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -27979506.000000 Penalty: 6032.398926
	Iteration 5F: 3 clusters Score -2.797951e+07 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -27991390.000000 Penalty: 6032.398926
	Iteration 6F: 3 clusters Score -2.799139e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -28004814.000000 Penalty: 6032.398926
	Iteration 7F: 3 clusters Score -2.800481e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -28016088.000000 Penalty: 6032.398926
	Iteration 8F: 3 clusters Score -2.801609e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185565 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -28022408.000000 Penalty: 6032.398926
	Iteration 9Q: 3 clusters Score -2.802241e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188525 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -28025384.000000 Penalty: 6032.398926
	Iteration 10Q: 3 clusters Score -2.802538e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -28026646.000000 Penalty: 6032.398926
	Iteration 11Q: 3 clusters Score -2.802665e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190182 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -28027130.000000 Penalty: 6032.398926
	Iteration 12Q: 3 clusters Score -2.802713e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190390 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -28027352.000000 Penalty: 6032.398926
	Iteration 13Q: 3 clusters Score -2.802735e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190493 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -28027466.000000 Penalty: 6032.398926
	Iteration 14Q: 3 clusters Score -2.802747e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -28027540.000000 Penalty: 6032.398926
	Iteration 15Q: 3 clusters Score -2.802754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -28027568.000000 Penalty: 6032.398926
	Iteration 16Q: 3 clusters Score -2.802757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -28027600.000000 Penalty: 6032.398926
	Iteration 17Q: 3 clusters Score -2.80276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -28027656.000000 Penalty: 6032.398926
	Iteration 18Q: 3 clusters Score -2.802766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -28027624.000000 Penalty: 6032.398926
	Iteration 19Q: 3 clusters Score -2.802762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190667 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -28027634.000000 Penalty: 6032.398926
	Iteration 20F: 3 clusters Score -2.802763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190672 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -28027668.000000 Penalty: 6032.398926
	Iteration 21Q: 3 clusters Score -2.802767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -28027662.000000 Penalty: 6032.398926
	Iteration 22Q: 3 clusters Score -2.802766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -28027668.000000 Penalty: 6032.398926
	Iteration 23Q: 3 clusters Score -2.802767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -28027668.000000 Penalty: 6032.398926
	Iteration 24F: 3 clusters Score -2.802767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -471769.687500 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -471769.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -468289.187500 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -468289.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -469003.531250 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -469003.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -469220.843750 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -469220.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -469389.562500 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -469389.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -469559.343750 Penalty: 4037.307129
	Iteration 4Q: 3 clusters Score -469559.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -469812.343750 Penalty: 4037.307129
	Iteration 5Q: 3 clusters Score -469812.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -470399.343750 Penalty: 4037.307129
	Iteration 6F: 3 clusters Score -470399.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -471287.093750 Penalty: 4037.307129
	Iteration 7F: 3 clusters Score -471287.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -472081.593750 Penalty: 4037.307129
	Iteration 8F: 3 clusters Score -472081.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -472840.625000 Penalty: 4037.307129
	Iteration 9F: 3 clusters Score -472840.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -473100.406250 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -473100.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -473163.000000 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -473163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -473172.062500 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -473172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -473173.343750 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -473173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -473174.031250 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -473174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -473175.750000 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -473175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -473176.343750 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -473176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -473176.343750 Penalty: 4037.307129
	Iteration 17F: 3 clusters Score -473176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 38511 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 2302 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 5848 members 
Mstep: Class 25 contains 1126 members 
Entering Unmasked Estep 
Score: -128923488.000000 Penalty: 85040.218750
Splitting cluster 22 changes total score from -128900968.000000 to -128923488.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 44319 members 
Mstep: Class 5 contains 156115 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 116807 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 38511 members 
Mstep: Class 21 contains 191395 members 
Mstep: Class 22 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930712.000000 Penalty: 85040.218750
Iteration 39Q: 26 clusters Score -1.289307e+08 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 44574 members 
Mstep: Class 5 contains 157430 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 50193 members 
Mstep: Class 8 contains 26611 members 
Mstep: Class 9 contains 36083 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 37239 members 
Mstep: Class 12 contains 117894 members 
Mstep: Class 13 contains 2223 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 8490 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 45204 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 38652 members 
Mstep: Class 21 contains 192016 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 1204 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940416.000000 Penalty: 85040.218750
Iteration 40F: 26 clusters Score -1.289404e+08 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 44614 members 
Mstep: Class 5 contains 157993 members 
Mstep: Class 6 contains 9392 members 
Mstep: Class 7 contains 49850 members 
Mstep: Class 8 contains 26910 members 
Mstep: Class 9 contains 36579 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 37151 members 
Mstep: Class 12 contains 118192 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 4935 members 
Mstep: Class 17 contains 32489 members 
Mstep: Class 18 contains 44564 members 
Mstep: Class 19 contains 10802 members 
Mstep: Class 20 contains 38344 members 
Mstep: Class 21 contains 191285 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945496.000000 Penalty: 85040.218750
Iteration 41Q: 26 clusters Score -1.289455e+08 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 44610 members 
Mstep: Class 5 contains 158370 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 49590 members 
Mstep: Class 8 contains 27120 members 
Mstep: Class 9 contains 36896 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 118402 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 4832 members 
Mstep: Class 17 contains 32267 members 
Mstep: Class 18 contains 44234 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 38189 members 
Mstep: Class 21 contains 190707 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947368.000000 Penalty: 85040.218750
Iteration 42Q: 26 clusters Score -1.289474e+08 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 9006 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 44587 members 
Mstep: Class 5 contains 158580 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 49363 members 
Mstep: Class 8 contains 27287 members 
Mstep: Class 9 contains 37220 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 37255 members 
Mstep: Class 12 contains 118611 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 11076 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 32036 members 
Mstep: Class 18 contains 44051 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 21 contains 190204 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948216.000000 Penalty: 85040.218750
Iteration 43Q: 26 clusters Score -1.289482e+08 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 158705 members 
Mstep: Class 6 contains 9223 members 
Mstep: Class 7 contains 49188 members 
Mstep: Class 8 contains 27445 members 
Mstep: Class 9 contains 37479 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 37396 members 
Mstep: Class 12 contains 118804 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 11510 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 31793 members 
Mstep: Class 18 contains 43926 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 38054 members 
Mstep: Class 21 contains 189810 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949208.000000 Penalty: 85040.218750
Iteration 44Q: 26 clusters Score -1.289492e+08 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 8923 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 44463 members 
Mstep: Class 5 contains 158759 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 49001 members 
Mstep: Class 8 contains 27590 members 
Mstep: Class 9 contains 37778 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 37545 members 
Mstep: Class 12 contains 118940 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 4521 members 
Mstep: Class 17 contains 31586 members 
Mstep: Class 18 contains 43825 members 
Mstep: Class 19 contains 10744 members 
Mstep: Class 20 contains 38030 members 
Mstep: Class 21 contains 189439 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949704.000000 Penalty: 85040.218750
Iteration 45Q: 26 clusters Score -1.289497e+08 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 44438 members 
Mstep: Class 5 contains 158652 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 48839 members 
Mstep: Class 8 contains 27719 members 
Mstep: Class 9 contains 38038 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 37698 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 2128 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 43725 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 38000 members 
Mstep: Class 21 contains 189208 members 
Mstep: Class 22 contains 3494 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949640.000000 Penalty: 85040.218750
Iteration 46Q: 26 clusters Score -1.289496e+08 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 8882 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 44436 members 
Mstep: Class 5 contains 158433 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 48696 members 
Mstep: Class 8 contains 27854 members 
Mstep: Class 9 contains 38288 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 37822 members 
Mstep: Class 12 contains 119179 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12331 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 31240 members 
Mstep: Class 18 contains 43652 members 
Mstep: Class 19 contains 10709 members 
Mstep: Class 20 contains 37979 members 
Mstep: Class 21 contains 189015 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949672.000000 Penalty: 85040.218750
Iteration 47Q: 26 clusters Score -1.289497e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 8851 members 
Mstep: Class 3 contains 7786 members 
Mstep: Class 4 contains 44437 members 
Mstep: Class 5 contains 158030 members 
Mstep: Class 6 contains 9263 members 
Mstep: Class 7 contains 48539 members 
Mstep: Class 8 contains 28000 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 119308 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12520 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 31085 members 
Mstep: Class 18 contains 43589 members 
Mstep: Class 19 contains 10700 members 
Mstep: Class 20 contains 37971 members 
Mstep: Class 21 contains 188931 members 
Mstep: Class 22 contains 3598 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949224.000000 Penalty: 85040.218750
Iteration 48Q: 26 clusters Score -1.289492e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 7826 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 157505 members 
Mstep: Class 6 contains 9311 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 28125 members 
Mstep: Class 9 contains 38874 members 
Mstep: Class 10 contains 834 members 
Mstep: Class 11 contains 38026 members 
Mstep: Class 12 contains 119456 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 30946 members 
Mstep: Class 18 contains 43504 members 
Mstep: Class 19 contains 10697 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 21 contains 188889 members 
Mstep: Class 22 contains 3623 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948984.000000 Penalty: 85040.218750
Iteration 49Q: 26 clusters Score -1.28949e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 44435 members 
Mstep: Class 5 contains 157068 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 28237 members 
Mstep: Class 9 contains 39129 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 38103 members 
Mstep: Class 12 contains 119564 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 43429 members 
Mstep: Class 19 contains 10696 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 188853 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949264.000000 Penalty: 85040.218750
Iteration 50Q: 26 clusters Score -1.289493e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 8777 members 
Mstep: Class 3 contains 7913 members 
Mstep: Class 4 contains 44432 members 
Mstep: Class 5 contains 156610 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 48221 members 
Mstep: Class 8 contains 28334 members 
Mstep: Class 9 contains 39358 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 38198 members 
Mstep: Class 12 contains 119734 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 30691 members 
Mstep: Class 18 contains 43365 members 
Mstep: Class 19 contains 10691 members 
Mstep: Class 20 contains 37948 members 
Mstep: Class 21 contains 188821 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949000.000000 Penalty: 85040.218750
Iteration 51Q: 26 clusters Score -1.28949e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 8755 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 156176 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 7 contains 48129 members 
Mstep: Class 8 contains 28428 members 
Mstep: Class 9 contains 39551 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 38295 members 
Mstep: Class 12 contains 119909 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 13054 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 17 contains 30570 members 
Mstep: Class 18 contains 43315 members 
Mstep: Class 19 contains 10681 members 
Mstep: Class 20 contains 37940 members 
Mstep: Class 21 contains 188758 members 
Mstep: Class 22 contains 3685 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949024.000000 Penalty: 85040.218750
Iteration 52Q: 26 clusters Score -1.28949e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 155776 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 48054 members 
Mstep: Class 8 contains 28500 members 
Mstep: Class 9 contains 39707 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 38397 members 
Mstep: Class 12 contains 120093 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 30472 members 
Mstep: Class 18 contains 43260 members 
Mstep: Class 19 contains 10669 members 
Mstep: Class 20 contains 37944 members 
Mstep: Class 21 contains 188724 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949208.000000 Penalty: 85040.218750
Iteration 53Q: 26 clusters Score -1.289492e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 8709 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 44473 members 
Mstep: Class 5 contains 155231 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 48004 members 
Mstep: Class 8 contains 28587 members 
Mstep: Class 9 contains 39839 members 
Mstep: Class 10 contains 860 members 
Mstep: Class 11 contains 38460 members 
Mstep: Class 12 contains 120308 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 30377 members 
Mstep: Class 18 contains 43222 members 
Mstep: Class 19 contains 10658 members 
Mstep: Class 20 contains 37958 members 
Mstep: Class 21 contains 188768 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949408.000000 Penalty: 85040.218750
Iteration 54Q: 26 clusters Score -1.289494e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 44508 members 
Mstep: Class 5 contains 154610 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 47937 members 
Mstep: Class 8 contains 28668 members 
Mstep: Class 9 contains 39953 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 38515 members 
Mstep: Class 12 contains 120555 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 3984 members 
Mstep: Class 17 contains 30290 members 
Mstep: Class 18 contains 43203 members 
Mstep: Class 19 contains 10653 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 21 contains 188850 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949528.000000 Penalty: 85040.218750
Iteration 55Q: 26 clusters Score -1.289495e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 153963 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 47863 members 
Mstep: Class 8 contains 28770 members 
Mstep: Class 9 contains 40054 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 38592 members 
Mstep: Class 12 contains 120773 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 43165 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 20 contains 37960 members 
Mstep: Class 21 contains 188983 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949040.000000 Penalty: 85040.218750
Iteration 56Q: 26 clusters Score -1.28949e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 44549 members 
Mstep: Class 5 contains 153339 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 7 contains 47789 members 
Mstep: Class 8 contains 28862 members 
Mstep: Class 9 contains 40177 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 38638 members 
Mstep: Class 12 contains 120962 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 30151 members 
Mstep: Class 18 contains 43146 members 
Mstep: Class 19 contains 10639 members 
Mstep: Class 20 contains 37958 members 
Mstep: Class 21 contains 189119 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949280.000000 Penalty: 85040.218750
Iteration 57Q: 26 clusters Score -1.289493e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 8615 members 
Mstep: Class 3 contains 8237 members 
Mstep: Class 4 contains 44577 members 
Mstep: Class 5 contains 152687 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 47730 members 
Mstep: Class 8 contains 28932 members 
Mstep: Class 9 contains 40275 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 121173 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13353 members 
Mstep: Class 16 contains 3945 members 
Mstep: Class 17 contains 30108 members 
Mstep: Class 18 contains 43122 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 189292 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949016.000000 Penalty: 85040.218750
Iteration 58Q: 26 clusters Score -1.28949e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 8592 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 44594 members 
Mstep: Class 5 contains 151956 members 
Mstep: Class 6 contains 9786 members 
Mstep: Class 7 contains 47635 members 
Mstep: Class 8 contains 29003 members 
Mstep: Class 9 contains 40382 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 38687 members 
Mstep: Class 12 contains 121424 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13386 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 30066 members 
Mstep: Class 18 contains 43094 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 189542 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948656.000000 Penalty: 85040.218750
Iteration 59Q: 26 clusters Score -1.289487e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 44601 members 
Mstep: Class 5 contains 151178 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 47551 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 40461 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 38717 members 
Mstep: Class 12 contains 121730 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13404 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 30016 members 
Mstep: Class 18 contains 43081 members 
Mstep: Class 19 contains 10627 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 189820 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949136.000000 Penalty: 85040.218750
Iteration 60F: 26 clusters Score -1.289491e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 150346 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 47454 members 
Mstep: Class 8 contains 29100 members 
Mstep: Class 9 contains 40531 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 38754 members 
Mstep: Class 12 contains 122047 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13427 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 43068 members 
Mstep: Class 19 contains 10625 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 190143 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949272.000000 Penalty: 85040.218750
Iteration 61Q: 26 clusters Score -1.289493e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 8522 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 44666 members 
Mstep: Class 5 contains 149503 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 47383 members 
Mstep: Class 8 contains 29141 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 122298 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13464 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 43047 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 37947 members 
Mstep: Class 21 contains 190607 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949672.000000 Penalty: 85040.218750
Iteration 62Q: 26 clusters Score -1.289497e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 8502 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 44681 members 
Mstep: Class 5 contains 148602 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 47308 members 
Mstep: Class 8 contains 29165 members 
Mstep: Class 9 contains 40595 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 122563 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13484 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 29900 members 
Mstep: Class 18 contains 43017 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 37935 members 
Mstep: Class 21 contains 191208 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949592.000000 Penalty: 85040.218750
Iteration 63Q: 26 clusters Score -1.289496e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 44689 members 
Mstep: Class 5 contains 147650 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 47196 members 
Mstep: Class 8 contains 29179 members 
Mstep: Class 9 contains 40611 members 
Mstep: Class 10 contains 856 members 
Mstep: Class 11 contains 38814 members 
Mstep: Class 12 contains 122820 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 3938 members 
Mstep: Class 17 contains 29858 members 
Mstep: Class 18 contains 42991 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 20 contains 37923 members 
Mstep: Class 21 contains 191959 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949432.000000 Penalty: 85040.218750
Iteration 64Q: 26 clusters Score -1.289494e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 8466 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 44698 members 
Mstep: Class 5 contains 146643 members 
Mstep: Class 6 contains 9917 members 
Mstep: Class 7 contains 47135 members 
Mstep: Class 8 contains 29205 members 
Mstep: Class 9 contains 40621 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 38851 members 
Mstep: Class 12 contains 123008 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13510 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 42981 members 
Mstep: Class 19 contains 10617 members 
Mstep: Class 20 contains 37910 members 
Mstep: Class 21 contains 192768 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949424.000000 Penalty: 85040.218750
Iteration 65Q: 26 clusters Score -1.289494e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 44701 members 
Mstep: Class 5 contains 145571 members 
Mstep: Class 6 contains 9921 members 
Mstep: Class 7 contains 47075 members 
Mstep: Class 8 contains 29222 members 
Mstep: Class 9 contains 40588 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 38860 members 
Mstep: Class 12 contains 123183 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13510 members 
Mstep: Class 16 contains 3942 members 
Mstep: Class 17 contains 29796 members 
Mstep: Class 18 contains 42985 members 
Mstep: Class 19 contains 10616 members 
Mstep: Class 20 contains 37907 members 
Mstep: Class 21 contains 193773 members 
Mstep: Class 22 contains 3694 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949048.000000 Penalty: 85040.218750
Iteration 66Q: 26 clusters Score -1.28949e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 44706 members 
Mstep: Class 5 contains 144502 members 
Mstep: Class 6 contains 9906 members 
Mstep: Class 7 contains 47074 members 
Mstep: Class 8 contains 29231 members 
Mstep: Class 9 contains 40513 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 38867 members 
Mstep: Class 12 contains 123265 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13520 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 29770 members 
Mstep: Class 18 contains 42985 members 
Mstep: Class 19 contains 10614 members 
Mstep: Class 20 contains 37907 members 
Mstep: Class 21 contains 194931 members 
Mstep: Class 22 contains 3690 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949336.000000 Penalty: 85040.218750
Iteration 67Q: 26 clusters Score -1.289493e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 44674 members 
Mstep: Class 5 contains 143459 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 47096 members 
Mstep: Class 8 contains 29240 members 
Mstep: Class 9 contains 40398 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 38877 members 
Mstep: Class 12 contains 123280 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13538 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 29741 members 
Mstep: Class 18 contains 42990 members 
Mstep: Class 19 contains 10612 members 
Mstep: Class 20 contains 37895 members 
Mstep: Class 21 contains 196239 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949392.000000 Penalty: 85040.218750
Iteration 68Q: 26 clusters Score -1.289494e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 44654 members 
Mstep: Class 5 contains 142493 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 47175 members 
Mstep: Class 8 contains 29224 members 
Mstep: Class 9 contains 40210 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 38883 members 
Mstep: Class 12 contains 123243 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13547 members 
Mstep: Class 16 contains 3947 members 
Mstep: Class 17 contains 29707 members 
Mstep: Class 18 contains 42989 members 
Mstep: Class 19 contains 10613 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 197600 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949592.000000 Penalty: 85040.218750
Iteration 69Q: 26 clusters Score -1.289496e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 44627 members 
Mstep: Class 5 contains 141502 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 47267 members 
Mstep: Class 8 contains 29188 members 
Mstep: Class 9 contains 40005 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 38887 members 
Mstep: Class 12 contains 123196 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13545 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 29681 members 
Mstep: Class 18 contains 42980 members 
Mstep: Class 19 contains 10614 members 
Mstep: Class 20 contains 37873 members 
Mstep: Class 21 contains 199072 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949472.000000 Penalty: 85040.218750
Iteration 70Q: 26 clusters Score -1.289495e+08 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 44572 members 
Mstep: Class 5 contains 140468 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 47350 members 
Mstep: Class 8 contains 29150 members 
Mstep: Class 9 contains 39703 members 
Mstep: Class 10 contains 853 members 
Mstep: Class 11 contains 38902 members 
Mstep: Class 12 contains 123100 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13543 members 
Mstep: Class 16 contains 3961 members 
Mstep: Class 17 contains 29659 members 
Mstep: Class 18 contains 42990 members 
Mstep: Class 19 contains 10612 members 
Mstep: Class 20 contains 37858 members 
Mstep: Class 21 contains 200770 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948840.000000 Penalty: 85040.218750
Iteration 71Q: 26 clusters Score -1.289488e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 9132 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 139439 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 47451 members 
Mstep: Class 8 contains 29136 members 
Mstep: Class 9 contains 39362 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 38938 members 
Mstep: Class 12 contains 123011 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 3973 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 42992 members 
Mstep: Class 19 contains 10609 members 
Mstep: Class 20 contains 37843 members 
Mstep: Class 21 contains 202499 members 
Mstep: Class 22 contains 3687 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948656.000000 Penalty: 85040.218750
Iteration 72Q: 26 clusters Score -1.289487e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 44427 members 
Mstep: Class 5 contains 138251 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 47607 members 
Mstep: Class 8 contains 29105 members 
Mstep: Class 9 contains 38989 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 38963 members 
Mstep: Class 12 contains 122874 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 3986 members 
Mstep: Class 17 contains 29601 members 
Mstep: Class 18 contains 42992 members 
Mstep: Class 19 contains 10611 members 
Mstep: Class 20 contains 37830 members 
Mstep: Class 21 contains 204440 members 
Mstep: Class 22 contains 3686 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948144.000000 Penalty: 85040.218750
Iteration 73Q: 26 clusters Score -1.289481e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 137006 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 47761 members 
Mstep: Class 8 contains 29075 members 
Mstep: Class 9 contains 38534 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 39004 members 
Mstep: Class 12 contains 122817 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13534 members 
Mstep: Class 16 contains 4000 members 
Mstep: Class 17 contains 29574 members 
Mstep: Class 18 contains 42977 members 
Mstep: Class 19 contains 10609 members 
Mstep: Class 20 contains 37820 members 
Mstep: Class 21 contains 206517 members 
Mstep: Class 22 contains 3685 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946584.000000 Penalty: 85040.218750
Iteration 74Q: 26 clusters Score -1.289466e+08 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 9408 members 
Mstep: Class 4 contains 44219 members 
Mstep: Class 5 contains 135812 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 47988 members 
Mstep: Class 8 contains 29055 members 
Mstep: Class 9 contains 37967 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 39077 members 
Mstep: Class 12 contains 122746 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13527 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 29523 members 
Mstep: Class 18 contains 42960 members 
Mstep: Class 19 contains 10607 members 
Mstep: Class 20 contains 37809 members 
Mstep: Class 21 contains 208589 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944880.000000 Penalty: 85040.218750
Iteration 75Q: 26 clusters Score -1.289449e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 44064 members 
Mstep: Class 5 contains 134847 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 48263 members 
Mstep: Class 8 contains 28990 members 
Mstep: Class 9 contains 37315 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 39129 members 
Mstep: Class 12 contains 122716 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13519 members 
Mstep: Class 16 contains 4030 members 
Mstep: Class 17 contains 29479 members 
Mstep: Class 18 contains 42938 members 
Mstep: Class 19 contains 10608 members 
Mstep: Class 20 contains 37801 members 
Mstep: Class 21 contains 210553 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943072.000000 Penalty: 85040.218750
Iteration 76Q: 26 clusters Score -1.289431e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 43932 members 
Mstep: Class 5 contains 134155 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 48566 members 
Mstep: Class 8 contains 28929 members 
Mstep: Class 9 contains 36654 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 39175 members 
Mstep: Class 12 contains 122780 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13515 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 42903 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 20 contains 37794 members 
Mstep: Class 21 contains 212073 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941296.000000 Penalty: 85040.218750
Iteration 77Q: 26 clusters Score -1.289413e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 3 contains 9723 members 
Mstep: Class 4 contains 43845 members 
Mstep: Class 5 contains 133814 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 48917 members 
Mstep: Class 8 contains 28926 members 
Mstep: Class 9 contains 36007 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 39215 members 
Mstep: Class 12 contains 122950 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13510 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 29388 members 
Mstep: Class 18 contains 42891 members 
Mstep: Class 19 contains 10604 members 
Mstep: Class 20 contains 37796 members 
Mstep: Class 21 contains 212987 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938624.000000 Penalty: 85040.218750
Iteration 78Q: 26 clusters Score -1.289386e+08 nChanged 5955
Entering ConstructFrom: 
Score: -128938624.000000 Penalty: 85040.218750
Entering ConstructFrom: 
Trying to split cluster 1 (55064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Entering Unmasked Estep 
Score: -8162972.000000 Penalty: 2707.230225
	Iteration 0F: 2 clusters Score -8162972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -8125964.500000 Penalty: 5414.460449
	Iteration 0F: 3 clusters Score -8125964 nChanged 25465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -8139940.500000 Penalty: 5414.460449
	Iteration 1F: 3 clusters Score -8139940 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -8140548.500000 Penalty: 5414.460449
	Iteration 2Q: 3 clusters Score -8140548 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -8141282.500000 Penalty: 5414.460449
	Iteration 3Q: 3 clusters Score -8141282 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -8142377.500000 Penalty: 5414.460449
	Iteration 4Q: 3 clusters Score -8142378 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -8144121.500000 Penalty: 5414.460449
	Iteration 5F: 3 clusters Score -8144122 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -8146734.500000 Penalty: 5414.460449
	Iteration 6F: 3 clusters Score -8146734 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -8150556.500000 Penalty: 5414.460449
	Iteration 7F: 3 clusters Score -8150556 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8154582.000000 Penalty: 5414.460449
	Iteration 8F: 3 clusters Score -8154582 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8157971.500000 Penalty: 5414.460449
	Iteration 9F: 3 clusters Score -8157972 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -8160260.500000 Penalty: 5414.460449
	Iteration 10Q: 3 clusters Score -8160260 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -8161356.000000 Penalty: 5414.460449
	Iteration 11Q: 3 clusters Score -8161356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -8161832.000000 Penalty: 5414.460449
	Iteration 12Q: 3 clusters Score -8161832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -8162018.000000 Penalty: 5414.460449
	Iteration 13Q: 3 clusters Score -8162018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -8162159.000000 Penalty: 5414.460449
	Iteration 14Q: 3 clusters Score -8162159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -8162207.500000 Penalty: 5414.460449
	Iteration 15Q: 3 clusters Score -8162208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -8162252.500000 Penalty: 5414.460449
	Iteration 16Q: 3 clusters Score -8162252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -8162287.500000 Penalty: 5414.460449
	Iteration 17Q: 3 clusters Score -8162288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -8162284.000000 Penalty: 5414.460449
	Iteration 18Q: 3 clusters Score -8162284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -8162297.000000 Penalty: 5414.460449
	Iteration 19Q: 3 clusters Score -8162297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -8162289.500000 Penalty: 5414.460449
	Iteration 20F: 3 clusters Score -8162290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -8162299.500000 Penalty: 5414.460449
	Iteration 21Q: 3 clusters Score -8162300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -8162314.000000 Penalty: 5414.460449
	Iteration 22Q: 3 clusters Score -8162314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -8162313.500000 Penalty: 5414.460449
	Iteration 23Q: 3 clusters Score -8162314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -8162313.500000 Penalty: 5414.460449
	Iteration 24F: 3 clusters Score -8162314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -1102746.375000 Penalty: 2232.822266
	Iteration 0F: 2 clusters Score -1102746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1096221.625000 Penalty: 4465.644531
	Iteration 0F: 3 clusters Score -1096222 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1097978.750000 Penalty: 4465.644531
	Iteration 1F: 3 clusters Score -1097979 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1098255.250000 Penalty: 4465.644531
	Iteration 2F: 3 clusters Score -1098255 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1098470.250000 Penalty: 4465.644531
	Iteration 3F: 3 clusters Score -1098470 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1098673.875000 Penalty: 4465.644531
	Iteration 4Q: 3 clusters Score -1098674 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1098876.625000 Penalty: 4465.644531
	Iteration 5Q: 3 clusters Score -1098877 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1099088.625000 Penalty: 4465.644531
	Iteration 6Q: 3 clusters Score -1099089 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1099310.375000 Penalty: 4465.644531
	Iteration 7Q: 3 clusters Score -1099310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1099530.500000 Penalty: 4465.644531
	Iteration 8Q: 3 clusters Score -1099530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1099750.250000 Penalty: 4465.644531
	Iteration 9Q: 3 clusters Score -1099750 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1099968.375000 Penalty: 4465.644531
	Iteration 10Q: 3 clusters Score -1099968 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1100170.500000 Penalty: 4465.644531
	Iteration 11Q: 3 clusters Score -1100170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1100352.125000 Penalty: 4465.644531
	Iteration 12Q: 3 clusters Score -1100352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1100515.750000 Penalty: 4465.644531
	Iteration 13Q: 3 clusters Score -1100516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1100657.625000 Penalty: 4465.644531
	Iteration 14Q: 3 clusters Score -1100658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1100760.500000 Penalty: 4465.644531
	Iteration 15Q: 3 clusters Score -1100760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1100834.875000 Penalty: 4465.644531
	Iteration 16Q: 3 clusters Score -1100835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1100880.500000 Penalty: 4465.644531
	Iteration 17Q: 3 clusters Score -1100880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1100912.000000 Penalty: 4465.644531
	Iteration 18Q: 3 clusters Score -1100912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1100931.750000 Penalty: 4465.644531
	Iteration 19Q: 3 clusters Score -1100932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1100945.625000 Penalty: 4465.644531
	Iteration 20F: 3 clusters Score -1100946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1100954.125000 Penalty: 4465.644531
	Iteration 21Q: 3 clusters Score -1100954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1100964.250000 Penalty: 4465.644531
	Iteration 22Q: 3 clusters Score -1100964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1100970.125000 Penalty: 4465.644531
	Iteration 23Q: 3 clusters Score -1100970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1100979.250000 Penalty: 4465.644531
	Iteration 24Q: 3 clusters Score -1100979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1100980.000000 Penalty: 4465.644531
	Iteration 25Q: 3 clusters Score -1100980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1100983.375000 Penalty: 4465.644531
	Iteration 26Q: 3 clusters Score -1100983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1100985.500000 Penalty: 4465.644531
	Iteration 27Q: 3 clusters Score -1100986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1100985.750000 Penalty: 4465.644531
	Iteration 28Q: 3 clusters Score -1100986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1100985.750000 Penalty: 4465.644531
	Iteration 29Q: 3 clusters Score -1100986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1100990.000000 Penalty: 4465.644531
	Iteration 30Q: 3 clusters Score -1100990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1100995.750000 Penalty: 4465.644531
	Iteration 31Q: 3 clusters Score -1100996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1101004.125000 Penalty: 4465.644531
	Iteration 32Q: 3 clusters Score -1101004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1101004.125000 Penalty: 4465.644531
	Iteration 33Q: 3 clusters Score -1101004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1101004.250000 Penalty: 4465.644531
	Iteration 34Q: 3 clusters Score -1101004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1101004.250000 Penalty: 4465.644531
	Iteration 35F: 3 clusters Score -1101004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1327056.000000 Penalty: 2280.164307
	Iteration 0F: 2 clusters Score -1327056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1319420.125000 Penalty: 4560.328613
	Iteration 0F: 3 clusters Score -1319420 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1321634.375000 Penalty: 4560.328613
	Iteration 1F: 3 clusters Score -1321634 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1321938.125000 Penalty: 4560.328613
	Iteration 2F: 3 clusters Score -1321938 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1322126.625000 Penalty: 4560.328613
	Iteration 3Q: 3 clusters Score -1322127 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1322275.500000 Penalty: 4560.328613
	Iteration 4Q: 3 clusters Score -1322276 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1322386.500000 Penalty: 4560.328613
	Iteration 5Q: 3 clusters Score -1322386 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1322480.250000 Penalty: 4560.328613
	Iteration 6Q: 3 clusters Score -1322480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1322569.875000 Penalty: 4560.328613
	Iteration 7Q: 3 clusters Score -1322570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1322654.875000 Penalty: 4560.328613
	Iteration 8Q: 3 clusters Score -1322655 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1322727.250000 Penalty: 4560.328613
	Iteration 9Q: 3 clusters Score -1322727 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1322807.000000 Penalty: 4560.328613
	Iteration 10Q: 3 clusters Score -1322807 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1322892.375000 Penalty: 4560.328613
	Iteration 11Q: 3 clusters Score -1322892 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1322968.500000 Penalty: 4560.328613
	Iteration 12Q: 3 clusters Score -1322968 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1323050.500000 Penalty: 4560.328613
	Iteration 13Q: 3 clusters Score -1323050 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1323136.750000 Penalty: 4560.328613
	Iteration 14Q: 3 clusters Score -1323137 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1323239.500000 Penalty: 4560.328613
	Iteration 15Q: 3 clusters Score -1323240 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1323337.125000 Penalty: 4560.328613
	Iteration 16Q: 3 clusters Score -1323337 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1323435.875000 Penalty: 4560.328613
	Iteration 17Q: 3 clusters Score -1323436 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1323555.750000 Penalty: 4560.328613
	Iteration 18Q: 3 clusters Score -1323556 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1323698.125000 Penalty: 4560.328613
	Iteration 19Q: 3 clusters Score -1323698 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1323878.000000 Penalty: 4560.328613
	Iteration 20F: 3 clusters Score -1323878 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1324078.750000 Penalty: 4560.328613
	Iteration 21Q: 3 clusters Score -1324079 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1324299.875000 Penalty: 4560.328613
	Iteration 22Q: 3 clusters Score -1324300 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1324534.750000 Penalty: 4560.328613
	Iteration 23Q: 3 clusters Score -1324535 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1324754.250000 Penalty: 4560.328613
	Iteration 24Q: 3 clusters Score -1324754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1324914.875000 Penalty: 4560.328613
	Iteration 25Q: 3 clusters Score -1324915 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1325021.500000 Penalty: 4560.328613
	Iteration 26Q: 3 clusters Score -1325022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1325082.375000 Penalty: 4560.328613
	Iteration 27Q: 3 clusters Score -1325082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1325129.375000 Penalty: 4560.328613
	Iteration 28Q: 3 clusters Score -1325129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1325175.500000 Penalty: 4560.328613
	Iteration 29Q: 3 clusters Score -1325176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1325217.000000 Penalty: 4560.328613
	Iteration 30Q: 3 clusters Score -1325217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1325242.375000 Penalty: 4560.328613
	Iteration 31Q: 3 clusters Score -1325242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1325262.250000 Penalty: 4560.328613
	Iteration 32Q: 3 clusters Score -1325262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1325276.750000 Penalty: 4560.328613
	Iteration 33Q: 3 clusters Score -1325277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1325287.000000 Penalty: 4560.328613
	Iteration 34Q: 3 clusters Score -1325287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1325292.250000 Penalty: 4560.328613
	Iteration 35Q: 3 clusters Score -1325292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1325297.000000 Penalty: 4560.328613
	Iteration 36Q: 3 clusters Score -1325297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1325303.000000 Penalty: 4560.328613
	Iteration 37Q: 3 clusters Score -1325303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1325308.875000 Penalty: 4560.328613
	Iteration 38Q: 3 clusters Score -1325309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1325312.250000 Penalty: 4560.328613
	Iteration 39Q: 3 clusters Score -1325312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1325312.875000 Penalty: 4560.328613
	Iteration 40F: 3 clusters Score -1325313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1325314.500000 Penalty: 4560.328613
	Iteration 41Q: 3 clusters Score -1325314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1325314.500000 Penalty: 4560.328613
	Iteration 42Q: 3 clusters Score -1325314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1325314.500000 Penalty: 4560.328613
	Iteration 43F: 3 clusters Score -1325314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Entering Unmasked Estep 
Score: -6429914.000000 Penalty: 2650.296875
	Iteration 0F: 2 clusters Score -6429914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6400402.500000 Penalty: 5300.593750
	Iteration 0F: 3 clusters Score -6400402 nChanged 20078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6411318.000000 Penalty: 5300.593750
	Iteration 1F: 3 clusters Score -6411318 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6411765.500000 Penalty: 5300.593750
	Iteration 2Q: 3 clusters Score -6411766 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -6412123.000000 Penalty: 5300.593750
	Iteration 3Q: 3 clusters Score -6412123 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6412591.000000 Penalty: 5300.593750
	Iteration 4Q: 3 clusters Score -6412591 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -6413108.000000 Penalty: 5300.593750
	Iteration 5Q: 3 clusters Score -6413108 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6413806.000000 Penalty: 5300.593750
	Iteration 6Q: 3 clusters Score -6413806 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -6414863.500000 Penalty: 5300.593750
	Iteration 7Q: 3 clusters Score -6414864 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -6416455.000000 Penalty: 5300.593750
	Iteration 8F: 3 clusters Score -6416455 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -6418573.500000 Penalty: 5300.593750
	Iteration 9F: 3 clusters Score -6418574 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -6420996.000000 Penalty: 5300.593750
	Iteration 10F: 3 clusters Score -6420996 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -6423027.000000 Penalty: 5300.593750
	Iteration 11F: 3 clusters Score -6423027 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6424178.500000 Penalty: 5300.593750
	Iteration 12Q: 3 clusters Score -6424178 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6424994.000000 Penalty: 5300.593750
	Iteration 13Q: 3 clusters Score -6424994 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -6425418.000000 Penalty: 5300.593750
	Iteration 14Q: 3 clusters Score -6425418 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6425676.000000 Penalty: 5300.593750
	Iteration 15Q: 3 clusters Score -6425676 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -6425860.000000 Penalty: 5300.593750
	Iteration 16Q: 3 clusters Score -6425860 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -6426015.500000 Penalty: 5300.593750
	Iteration 17Q: 3 clusters Score -6426016 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6426193.000000 Penalty: 5300.593750
	Iteration 18Q: 3 clusters Score -6426193 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6426352.000000 Penalty: 5300.593750
	Iteration 19Q: 3 clusters Score -6426352 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6426514.500000 Penalty: 5300.593750
	Iteration 20F: 3 clusters Score -6426514 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6426703.000000 Penalty: 5300.593750
	Iteration 21Q: 3 clusters Score -6426703 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6426828.000000 Penalty: 5300.593750
	Iteration 22Q: 3 clusters Score -6426828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6426927.500000 Penalty: 5300.593750
	Iteration 23Q: 3 clusters Score -6426928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6426987.500000 Penalty: 5300.593750
	Iteration 24Q: 3 clusters Score -6426988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6427091.000000 Penalty: 5300.593750
	Iteration 25Q: 3 clusters Score -6427091 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6427114.000000 Penalty: 5300.593750
	Iteration 26Q: 3 clusters Score -6427114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6427168.500000 Penalty: 5300.593750
	Iteration 27Q: 3 clusters Score -6427168 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6427241.500000 Penalty: 5300.593750
	Iteration 28Q: 3 clusters Score -6427242 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6427290.500000 Penalty: 5300.593750
	Iteration 29Q: 3 clusters Score -6427290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6427347.500000 Penalty: 5300.593750
	Iteration 30Q: 3 clusters Score -6427348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6427382.000000 Penalty: 5300.593750
	Iteration 31Q: 3 clusters Score -6427382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6427408.500000 Penalty: 5300.593750
	Iteration 32Q: 3 clusters Score -6427408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6427424.000000 Penalty: 5300.593750
	Iteration 33Q: 3 clusters Score -6427424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6427452.500000 Penalty: 5300.593750
	Iteration 34Q: 3 clusters Score -6427452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6427476.500000 Penalty: 5300.593750
	Iteration 35Q: 3 clusters Score -6427476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6427480.000000 Penalty: 5300.593750
	Iteration 36Q: 3 clusters Score -6427480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6427504.000000 Penalty: 5300.593750
	Iteration 37Q: 3 clusters Score -6427504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6427510.500000 Penalty: 5300.593750
	Iteration 38Q: 3 clusters Score -6427510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6427520.500000 Penalty: 5300.593750
	Iteration 39Q: 3 clusters Score -6427520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6427542.000000 Penalty: 5300.593750
	Iteration 40F: 3 clusters Score -6427542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6427550.000000 Penalty: 5300.593750
	Iteration 41Q: 3 clusters Score -6427550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6427551.000000 Penalty: 5300.593750
	Iteration 42Q: 3 clusters Score -6427551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6427556.000000 Penalty: 5300.593750
	Iteration 43Q: 3 clusters Score -6427556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6427571.000000 Penalty: 5300.593750
	Iteration 44Q: 3 clusters Score -6427571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6427573.000000 Penalty: 5300.593750
	Iteration 45Q: 3 clusters Score -6427573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6427580.500000 Penalty: 5300.593750
	Iteration 46Q: 3 clusters Score -6427580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6427579.000000 Penalty: 5300.593750
	Iteration 47Q: 3 clusters Score -6427579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6427590.000000 Penalty: 5300.593750
	Iteration 48Q: 3 clusters Score -6427590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6427599.500000 Penalty: 5300.593750
	Iteration 49Q: 3 clusters Score -6427600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6427589.000000 Penalty: 5300.593750
	Iteration 50Q: 3 clusters Score -6427589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6427590.500000 Penalty: 5300.593750
	Iteration 51Q: 3 clusters Score -6427590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6427605.000000 Penalty: 5300.593750
	Iteration 52Q: 3 clusters Score -6427605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6427606.500000 Penalty: 5300.593750
	Iteration 53Q: 3 clusters Score -6427606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6427608.500000 Penalty: 5300.593750
	Iteration 54Q: 3 clusters Score -6427608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6427615.000000 Penalty: 5300.593750
	Iteration 55Q: 3 clusters Score -6427615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6427604.500000 Penalty: 5300.593750
	Iteration 56Q: 3 clusters Score -6427604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6427616.000000 Penalty: 5300.593750
	Iteration 57Q: 3 clusters Score -6427616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6427614.500000 Penalty: 5300.593750
	Iteration 58Q: 3 clusters Score -6427614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6427629.000000 Penalty: 5300.593750
	Iteration 59Q: 3 clusters Score -6427629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6427626.500000 Penalty: 5300.593750
	Iteration 60F: 3 clusters Score -6427626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6427642.500000 Penalty: 5300.593750
	Iteration 61Q: 3 clusters Score -6427642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6427637.000000 Penalty: 5300.593750
	Iteration 62Q: 3 clusters Score -6427637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6427638.500000 Penalty: 5300.593750
	Iteration 63Q: 3 clusters Score -6427638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6427640.500000 Penalty: 5300.593750
	Iteration 64Q: 3 clusters Score -6427640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6427642.000000 Penalty: 5300.593750
	Iteration 65Q: 3 clusters Score -6427642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6427641.000000 Penalty: 5300.593750
	Iteration 66Q: 3 clusters Score -6427641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6427638.500000 Penalty: 5300.593750
	Iteration 67Q: 3 clusters Score -6427638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6427637.000000 Penalty: 5300.593750
	Iteration 68Q: 3 clusters Score -6427637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6427638.000000 Penalty: 5300.593750
	Iteration 69Q: 3 clusters Score -6427638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6427631.500000 Penalty: 5300.593750
	Iteration 70Q: 3 clusters Score -6427632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6427633.500000 Penalty: 5300.593750
	Iteration 71Q: 3 clusters Score -6427634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6427632.500000 Penalty: 5300.593750
	Iteration 72Q: 3 clusters Score -6427632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6427633.000000 Penalty: 5300.593750
	Iteration 73Q: 3 clusters Score -6427633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6427633.000000 Penalty: 5300.593750
	Iteration 74F: 3 clusters Score -6427633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Entering Unmasked Estep 
Score: -19661274.000000 Penalty: 2927.418945
	Iteration 0F: 2 clusters Score -1.966127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -19574988.000000 Penalty: 5854.837891
	Iteration 0F: 3 clusters Score -1.957499e+07 nChanged 63418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -19611788.000000 Penalty: 5854.837891
	Iteration 1F: 3 clusters Score -1.961179e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -19612556.000000 Penalty: 5854.837891
	Iteration 2Q: 3 clusters Score -1.961256e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -19613360.000000 Penalty: 5854.837891
	Iteration 3Q: 3 clusters Score -1.961336e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -19614584.000000 Penalty: 5854.837891
	Iteration 4Q: 3 clusters Score -1.961458e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -19616670.000000 Penalty: 5854.837891
	Iteration 5Q: 3 clusters Score -1.961667e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -19620610.000000 Penalty: 5854.837891
	Iteration 6F: 3 clusters Score -1.962061e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -19627632.000000 Penalty: 5854.837891
	Iteration 7F: 3 clusters Score -1.962763e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -19638006.000000 Penalty: 5854.837891
	Iteration 8F: 3 clusters Score -1.963801e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -19648460.000000 Penalty: 5854.837891
	Iteration 9F: 3 clusters Score -1.964846e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -19654894.000000 Penalty: 5854.837891
	Iteration 10F: 3 clusters Score -1.965489e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 128544 members 
Entering Unmasked Estep 
Score: -19657896.000000 Penalty: 5854.837891
	Iteration 11Q: 3 clusters Score -1.96579e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -19658950.000000 Penalty: 5854.837891
	Iteration 12Q: 3 clusters Score -1.965895e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -19659332.000000 Penalty: 5854.837891
	Iteration 13Q: 3 clusters Score -1.965933e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -19659402.000000 Penalty: 5854.837891
	Iteration 14Q: 3 clusters Score -1.96594e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -19659450.000000 Penalty: 5854.837891
	Iteration 15Q: 3 clusters Score -1.965945e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -19659462.000000 Penalty: 5854.837891
	Iteration 16Q: 3 clusters Score -1.965946e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -19659482.000000 Penalty: 5854.837891
	Iteration 17Q: 3 clusters Score -1.965948e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 132580 members 
Entering Unmasked Estep 
Score: -19659452.000000 Penalty: 5854.837891
	Iteration 18Q: 3 clusters Score -1.965945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 132667 members 
Entering Unmasked Estep 
Score: -19659458.000000 Penalty: 5854.837891
	Iteration 19Q: 3 clusters Score -1.965946e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -19659456.000000 Penalty: 5854.837891
	Iteration 20F: 3 clusters Score -1.965946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -19659452.000000 Penalty: 5854.837891
	Iteration 21Q: 3 clusters Score -1.965945e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 132812 members 
Entering Unmasked Estep 
Score: -19659436.000000 Penalty: 5854.837891
	Iteration 22Q: 3 clusters Score -1.965944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -19659428.000000 Penalty: 5854.837891
	Iteration 23Q: 3 clusters Score -1.965943e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -19659434.000000 Penalty: 5854.837891
	Iteration 24Q: 3 clusters Score -1.965943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -19659422.000000 Penalty: 5854.837891
	Iteration 25Q: 3 clusters Score -1.965942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 132920 members 
Entering Unmasked Estep 
Score: -19659420.000000 Penalty: 5854.837891
	Iteration 26Q: 3 clusters Score -1.965942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 132931 members 
Entering Unmasked Estep 
Score: -19659424.000000 Penalty: 5854.837891
	Iteration 27Q: 3 clusters Score -1.965942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -19659432.000000 Penalty: 5854.837891
	Iteration 28Q: 3 clusters Score -1.965943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -19659424.000000 Penalty: 5854.837891
	Iteration 29Q: 3 clusters Score -1.965942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -19659438.000000 Penalty: 5854.837891
	Iteration 30Q: 3 clusters Score -1.965944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 132939 members 
Entering Unmasked Estep 
Score: -19659416.000000 Penalty: 5854.837891
	Iteration 31Q: 3 clusters Score -1.965942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 132946 members 
Entering Unmasked Estep 
Score: -19659412.000000 Penalty: 5854.837891
	Iteration 32Q: 3 clusters Score -1.965941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -19659412.000000 Penalty: 5854.837891
	Iteration 33Q: 3 clusters Score -1.965941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -19659404.000000 Penalty: 5854.837891
	Iteration 34Q: 3 clusters Score -1.96594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -19659404.000000 Penalty: 5854.837891
	Iteration 35Q: 3 clusters Score -1.96594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -19659402.000000 Penalty: 5854.837891
	Iteration 36Q: 3 clusters Score -1.96594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5854.837891
	Iteration 37Q: 3 clusters Score -1.96594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5854.837891
	Iteration 38Q: 3 clusters Score -1.96594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 133000 members 
Entering Unmasked Estep 
Score: -19659408.000000 Penalty: 5854.837891
	Iteration 39Q: 3 clusters Score -1.965941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -19659400.000000 Penalty: 5854.837891
	Iteration 40F: 3 clusters Score -1.96594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -19659422.000000 Penalty: 5854.837891
	Iteration 41Q: 3 clusters Score -1.965942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -19659418.000000 Penalty: 5854.837891
	Iteration 42Q: 3 clusters Score -1.965942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -19659416.000000 Penalty: 5854.837891
	Iteration 43Q: 3 clusters Score -1.965942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -19659410.000000 Penalty: 5854.837891
	Iteration 44Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -19659410.000000 Penalty: 5854.837891
	Iteration 45Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -19659408.000000 Penalty: 5854.837891
	Iteration 46Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -19659420.000000 Penalty: 5854.837891
	Iteration 47Q: 3 clusters Score -1.965942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -19659414.000000 Penalty: 5854.837891
	Iteration 48Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -19659404.000000 Penalty: 5854.837891
	Iteration 49Q: 3 clusters Score -1.96594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -19659406.000000 Penalty: 5854.837891
	Iteration 50Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -19659404.000000 Penalty: 5854.837891
	Iteration 51Q: 3 clusters Score -1.96594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -19659412.000000 Penalty: 5854.837891
	Iteration 52Q: 3 clusters Score -1.965941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -19659414.000000 Penalty: 5854.837891
	Iteration 53Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -19659408.000000 Penalty: 5854.837891
	Iteration 54Q: 3 clusters Score -1.965941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -19659408.000000 Penalty: 5854.837891
	Iteration 55Q: 3 clusters Score -1.965941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -19659408.000000 Penalty: 5854.837891
	Iteration 56F: 3 clusters Score -1.965941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -1385903.625000 Penalty: 2280.692871
	Iteration 0F: 2 clusters Score -1385904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1378376.375000 Penalty: 4561.385742
	Iteration 0F: 3 clusters Score -1378376 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1380602.125000 Penalty: 4561.385742
	Iteration 1F: 3 clusters Score -1380602 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1380867.625000 Penalty: 4561.385742
	Iteration 2F: 3 clusters Score -1380868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1381045.750000 Penalty: 4561.385742
	Iteration 3Q: 3 clusters Score -1381046 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1381216.750000 Penalty: 4561.385742
	Iteration 4Q: 3 clusters Score -1381217 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1381375.625000 Penalty: 4561.385742
	Iteration 5Q: 3 clusters Score -1381376 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1381535.375000 Penalty: 4561.385742
	Iteration 6Q: 3 clusters Score -1381535 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1381739.375000 Penalty: 4561.385742
	Iteration 7Q: 3 clusters Score -1381739 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1381965.625000 Penalty: 4561.385742
	Iteration 8Q: 3 clusters Score -1381966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1382205.625000 Penalty: 4561.385742
	Iteration 9Q: 3 clusters Score -1382206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1382488.125000 Penalty: 4561.385742
	Iteration 10Q: 3 clusters Score -1382488 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1382785.250000 Penalty: 4561.385742
	Iteration 11Q: 3 clusters Score -1382785 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1383107.750000 Penalty: 4561.385742
	Iteration 12Q: 3 clusters Score -1383108 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1383441.250000 Penalty: 4561.385742
	Iteration 13Q: 3 clusters Score -1383441 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1383783.625000 Penalty: 4561.385742
	Iteration 14Q: 3 clusters Score -1383784 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1384104.250000 Penalty: 4561.385742
	Iteration 15Q: 3 clusters Score -1384104 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1384342.250000 Penalty: 4561.385742
	Iteration 16Q: 3 clusters Score -1384342 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1384498.875000 Penalty: 4561.385742
	Iteration 17Q: 3 clusters Score -1384499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1384581.750000 Penalty: 4561.385742
	Iteration 18Q: 3 clusters Score -1384582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1384636.375000 Penalty: 4561.385742
	Iteration 19Q: 3 clusters Score -1384636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1384675.250000 Penalty: 4561.385742
	Iteration 20F: 3 clusters Score -1384675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1384707.875000 Penalty: 4561.385742
	Iteration 21Q: 3 clusters Score -1384708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1384727.625000 Penalty: 4561.385742
	Iteration 22Q: 3 clusters Score -1384728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1384749.250000 Penalty: 4561.385742
	Iteration 23Q: 3 clusters Score -1384749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1384753.375000 Penalty: 4561.385742
	Iteration 24Q: 3 clusters Score -1384753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1384761.500000 Penalty: 4561.385742
	Iteration 25Q: 3 clusters Score -1384762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1384771.000000 Penalty: 4561.385742
	Iteration 26Q: 3 clusters Score -1384771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1384773.250000 Penalty: 4561.385742
	Iteration 27Q: 3 clusters Score -1384773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1384777.625000 Penalty: 4561.385742
	Iteration 28Q: 3 clusters Score -1384778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1384781.625000 Penalty: 4561.385742
	Iteration 29Q: 3 clusters Score -1384782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1384783.500000 Penalty: 4561.385742
	Iteration 30Q: 3 clusters Score -1384784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1384779.500000 Penalty: 4561.385742
	Iteration 31Q: 3 clusters Score -1384780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1384782.625000 Penalty: 4561.385742
	Iteration 32Q: 3 clusters Score -1384783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1384781.500000 Penalty: 4561.385742
	Iteration 33Q: 3 clusters Score -1384782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1384784.375000 Penalty: 4561.385742
	Iteration 34Q: 3 clusters Score -1384784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1384788.500000 Penalty: 4561.385742
	Iteration 35Q: 3 clusters Score -1384788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1384787.250000 Penalty: 4561.385742
	Iteration 36Q: 3 clusters Score -1384787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1384787.250000 Penalty: 4561.385742
	Iteration 37Q: 3 clusters Score -1384787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1384786.125000 Penalty: 4561.385742
	Iteration 38Q: 3 clusters Score -1384786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1384788.250000 Penalty: 4561.385742
	Iteration 39Q: 3 clusters Score -1384788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1384788.000000 Penalty: 4561.385742
	Iteration 40F: 3 clusters Score -1384788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1384790.000000 Penalty: 4561.385742
	Iteration 41Q: 3 clusters Score -1384790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1384790.625000 Penalty: 4561.385742
	Iteration 42Q: 3 clusters Score -1384791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1384790.625000 Penalty: 4561.385742
	Iteration 43F: 3 clusters Score -1384791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Entering Unmasked Estep 
Score: -7077080.500000 Penalty: 2679.773193
	Iteration 0F: 2 clusters Score -7077080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7043784.000000 Penalty: 5359.546387
	Iteration 0F: 3 clusters Score -7043784 nChanged 22898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -7056302.000000 Penalty: 5359.546387
	Iteration 1F: 3 clusters Score -7056302 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -7056800.500000 Penalty: 5359.546387
	Iteration 2Q: 3 clusters Score -7056800 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -7057195.000000 Penalty: 5359.546387
	Iteration 3Q: 3 clusters Score -7057195 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -7057649.500000 Penalty: 5359.546387
	Iteration 4Q: 3 clusters Score -7057650 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -7058148.000000 Penalty: 5359.546387
	Iteration 5Q: 3 clusters Score -7058148 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -7058748.000000 Penalty: 5359.546387
	Iteration 6Q: 3 clusters Score -7058748 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7059490.000000 Penalty: 5359.546387
	Iteration 7Q: 3 clusters Score -7059490 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7060455.000000 Penalty: 5359.546387
	Iteration 8Q: 3 clusters Score -7060455 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -7061766.500000 Penalty: 5359.546387
	Iteration 9F: 3 clusters Score -7061766 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -7063287.000000 Penalty: 5359.546387
	Iteration 10F: 3 clusters Score -7063287 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7064804.500000 Penalty: 5359.546387
	Iteration 11F: 3 clusters Score -7064804 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -7066112.500000 Penalty: 5359.546387
	Iteration 12F: 3 clusters Score -7066112 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7067118.000000 Penalty: 5359.546387
	Iteration 13Q: 3 clusters Score -7067118 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7067911.000000 Penalty: 5359.546387
	Iteration 14Q: 3 clusters Score -7067911 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7068557.500000 Penalty: 5359.546387
	Iteration 15Q: 3 clusters Score -7068558 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -7069149.500000 Penalty: 5359.546387
	Iteration 16Q: 3 clusters Score -7069150 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -7069744.500000 Penalty: 5359.546387
	Iteration 17Q: 3 clusters Score -7069744 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -7070371.000000 Penalty: 5359.546387
	Iteration 18Q: 3 clusters Score -7070371 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -7071085.500000 Penalty: 5359.546387
	Iteration 19Q: 3 clusters Score -7071086 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -7071947.500000 Penalty: 5359.546387
	Iteration 20F: 3 clusters Score -7071948 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -7072937.500000 Penalty: 5359.546387
	Iteration 21Q: 3 clusters Score -7072938 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -7073834.000000 Penalty: 5359.546387
	Iteration 22Q: 3 clusters Score -7073834 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -7074291.000000 Penalty: 5359.546387
	Iteration 23Q: 3 clusters Score -7074291 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -7074495.500000 Penalty: 5359.546387
	Iteration 24Q: 3 clusters Score -7074496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7074612.000000 Penalty: 5359.546387
	Iteration 25Q: 3 clusters Score -7074612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -7074666.500000 Penalty: 5359.546387
	Iteration 26Q: 3 clusters Score -7074666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -7074681.000000 Penalty: 5359.546387
	Iteration 27Q: 3 clusters Score -7074681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -7074707.000000 Penalty: 5359.546387
	Iteration 28Q: 3 clusters Score -7074707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -7074714.000000 Penalty: 5359.546387
	Iteration 29Q: 3 clusters Score -7074714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -7074719.000000 Penalty: 5359.546387
	Iteration 30Q: 3 clusters Score -7074719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -7074735.500000 Penalty: 5359.546387
	Iteration 31Q: 3 clusters Score -7074736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -7074743.000000 Penalty: 5359.546387
	Iteration 32Q: 3 clusters Score -7074743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -7074739.000000 Penalty: 5359.546387
	Iteration 33Q: 3 clusters Score -7074739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -7074746.000000 Penalty: 5359.546387
	Iteration 34Q: 3 clusters Score -7074746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -7074746.000000 Penalty: 5359.546387
	Iteration 35Q: 3 clusters Score -7074746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -7074746.000000 Penalty: 5359.546387
	Iteration 36F: 3 clusters Score -7074746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Entering Unmasked Estep 
Score: -4282466.000000 Penalty: 2547.596191
	Iteration 0F: 2 clusters Score -4282466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4262527.500000 Penalty: 5095.192383
	Iteration 0F: 3 clusters Score -4262528 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4269622.500000 Penalty: 5095.192383
	Iteration 1F: 3 clusters Score -4269622 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4270067.000000 Penalty: 5095.192383
	Iteration 2Q: 3 clusters Score -4270067 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4270452.500000 Penalty: 5095.192383
	Iteration 3Q: 3 clusters Score -4270452 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4270776.500000 Penalty: 5095.192383
	Iteration 4Q: 3 clusters Score -4270776 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4271147.500000 Penalty: 5095.192383
	Iteration 5Q: 3 clusters Score -4271148 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4271613.500000 Penalty: 5095.192383
	Iteration 6Q: 3 clusters Score -4271614 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4272173.000000 Penalty: 5095.192383
	Iteration 7Q: 3 clusters Score -4272173 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4272895.500000 Penalty: 5095.192383
	Iteration 8Q: 3 clusters Score -4272896 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4273786.500000 Penalty: 5095.192383
	Iteration 9F: 3 clusters Score -4273786 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4274784.000000 Penalty: 5095.192383
	Iteration 10F: 3 clusters Score -4274784 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4275805.000000 Penalty: 5095.192383
	Iteration 11Q: 3 clusters Score -4275805 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4276722.500000 Penalty: 5095.192383
	Iteration 12Q: 3 clusters Score -4276722 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4277355.000000 Penalty: 5095.192383
	Iteration 13Q: 3 clusters Score -4277355 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4277853.500000 Penalty: 5095.192383
	Iteration 14Q: 3 clusters Score -4277854 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4278212.500000 Penalty: 5095.192383
	Iteration 15Q: 3 clusters Score -4278212 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4278493.500000 Penalty: 5095.192383
	Iteration 16Q: 3 clusters Score -4278494 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4278748.500000 Penalty: 5095.192383
	Iteration 17Q: 3 clusters Score -4278748 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4278984.000000 Penalty: 5095.192383
	Iteration 18Q: 3 clusters Score -4278984 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4279185.500000 Penalty: 5095.192383
	Iteration 19Q: 3 clusters Score -4279186 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4279366.500000 Penalty: 5095.192383
	Iteration 20F: 3 clusters Score -4279366 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4279516.000000 Penalty: 5095.192383
	Iteration 21Q: 3 clusters Score -4279516 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4279637.000000 Penalty: 5095.192383
	Iteration 22Q: 3 clusters Score -4279637 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4279750.000000 Penalty: 5095.192383
	Iteration 23Q: 3 clusters Score -4279750 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4279820.000000 Penalty: 5095.192383
	Iteration 24Q: 3 clusters Score -4279820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4279911.500000 Penalty: 5095.192383
	Iteration 25Q: 3 clusters Score -4279912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4279981.500000 Penalty: 5095.192383
	Iteration 26Q: 3 clusters Score -4279982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4280014.500000 Penalty: 5095.192383
	Iteration 27Q: 3 clusters Score -4280014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4280059.500000 Penalty: 5095.192383
	Iteration 28Q: 3 clusters Score -4280060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4280079.000000 Penalty: 5095.192383
	Iteration 29Q: 3 clusters Score -4280079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -4280091.500000 Penalty: 5095.192383
	Iteration 30Q: 3 clusters Score -4280092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4280116.500000 Penalty: 5095.192383
	Iteration 31Q: 3 clusters Score -4280116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4280134.000000 Penalty: 5095.192383
	Iteration 32Q: 3 clusters Score -4280134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4280145.000000 Penalty: 5095.192383
	Iteration 33Q: 3 clusters Score -4280145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4280154.000000 Penalty: 5095.192383
	Iteration 34Q: 3 clusters Score -4280154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4280168.000000 Penalty: 5095.192383
	Iteration 35Q: 3 clusters Score -4280168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4280191.500000 Penalty: 5095.192383
	Iteration 36Q: 3 clusters Score -4280192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -4280192.500000 Penalty: 5095.192383
	Iteration 37Q: 3 clusters Score -4280192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4280193.000000 Penalty: 5095.192383
	Iteration 38Q: 3 clusters Score -4280193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4280203.000000 Penalty: 5095.192383
	Iteration 39Q: 3 clusters Score -4280203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4280198.500000 Penalty: 5095.192383
	Iteration 40F: 3 clusters Score -4280198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4280204.500000 Penalty: 5095.192383
	Iteration 41Q: 3 clusters Score -4280204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4280202.500000 Penalty: 5095.192383
	Iteration 42Q: 3 clusters Score -4280202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4280210.000000 Penalty: 5095.192383
	Iteration 43Q: 3 clusters Score -4280210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4280205.500000 Penalty: 5095.192383
	Iteration 44Q: 3 clusters Score -4280206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4280213.000000 Penalty: 5095.192383
	Iteration 45Q: 3 clusters Score -4280213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4280212.000000 Penalty: 5095.192383
	Iteration 46Q: 3 clusters Score -4280212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4280213.000000 Penalty: 5095.192383
	Iteration 47Q: 3 clusters Score -4280213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4280213.500000 Penalty: 5095.192383
	Iteration 48Q: 3 clusters Score -4280214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4280215.000000 Penalty: 5095.192383
	Iteration 49Q: 3 clusters Score -4280215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4280213.500000 Penalty: 5095.192383
	Iteration 50Q: 3 clusters Score -4280214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4280210.500000 Penalty: 5095.192383
	Iteration 51Q: 3 clusters Score -4280210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4280213.500000 Penalty: 5095.192383
	Iteration 52Q: 3 clusters Score -4280214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4280213.000000 Penalty: 5095.192383
	Iteration 53Q: 3 clusters Score -4280213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4280214.500000 Penalty: 5095.192383
	Iteration 54Q: 3 clusters Score -4280214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4280217.500000 Penalty: 5095.192383
	Iteration 55Q: 3 clusters Score -4280218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -4280216.000000 Penalty: 5095.192383
	Iteration 56Q: 3 clusters Score -4280216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4280213.500000 Penalty: 5095.192383
	Iteration 57Q: 3 clusters Score -4280214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4280219.000000 Penalty: 5095.192383
	Iteration 58Q: 3 clusters Score -4280219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4280218.000000 Penalty: 5095.192383
	Iteration 59Q: 3 clusters Score -4280218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4280221.500000 Penalty: 5095.192383
	Iteration 60F: 3 clusters Score -4280222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4280217.500000 Penalty: 5095.192383
	Iteration 61Q: 3 clusters Score -4280218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4280219.000000 Penalty: 5095.192383
	Iteration 62Q: 3 clusters Score -4280219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4280221.500000 Penalty: 5095.192383
	Iteration 63Q: 3 clusters Score -4280222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4280226.000000 Penalty: 5095.192383
	Iteration 64Q: 3 clusters Score -4280226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4280222.000000 Penalty: 5095.192383
	Iteration 65Q: 3 clusters Score -4280222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4280222.500000 Penalty: 5095.192383
	Iteration 66Q: 3 clusters Score -4280222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4280231.000000 Penalty: 5095.192383
	Iteration 67Q: 3 clusters Score -4280231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4280229.500000 Penalty: 5095.192383
	Iteration 68Q: 3 clusters Score -4280230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4280232.000000 Penalty: 5095.192383
	Iteration 69Q: 3 clusters Score -4280232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4280232.000000 Penalty: 5095.192383
	Iteration 70Q: 3 clusters Score -4280232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4280240.000000 Penalty: 5095.192383
	Iteration 71Q: 3 clusters Score -4280240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4280237.500000 Penalty: 5095.192383
	Iteration 72Q: 3 clusters Score -4280238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4280248.500000 Penalty: 5095.192383
	Iteration 73Q: 3 clusters Score -4280248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4280252.000000 Penalty: 5095.192383
	Iteration 74Q: 3 clusters Score -4280252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4280253.000000 Penalty: 5095.192383
	Iteration 75Q: 3 clusters Score -4280253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4280253.500000 Penalty: 5095.192383
	Iteration 76Q: 3 clusters Score -4280254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4280251.000000 Penalty: 5095.192383
	Iteration 77Q: 3 clusters Score -4280251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4280257.000000 Penalty: 5095.192383
	Iteration 78Q: 3 clusters Score -4280257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4280257.500000 Penalty: 5095.192383
	Iteration 79Q: 3 clusters Score -4280258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4280261.500000 Penalty: 5095.192383
	Iteration 80F: 3 clusters Score -4280262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4280260.500000 Penalty: 5095.192383
	Iteration 81Q: 3 clusters Score -4280260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4280261.000000 Penalty: 5095.192383
	Iteration 82Q: 3 clusters Score -4280261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4280259.000000 Penalty: 5095.192383
	Iteration 83Q: 3 clusters Score -4280259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4280256.500000 Penalty: 5095.192383
	Iteration 84Q: 3 clusters Score -4280256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4280256.500000 Penalty: 5095.192383
	Iteration 85Q: 3 clusters Score -4280256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4280256.500000 Penalty: 5095.192383
	Iteration 86F: 3 clusters Score -4280256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Entering Unmasked Estep 
Score: -5255728.500000 Penalty: 2597.759033
	Iteration 0F: 2 clusters Score -5255728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -5231692.000000 Penalty: 5195.518066
	Iteration 0F: 3 clusters Score -5231692 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5240498.500000 Penalty: 5195.518066
	Iteration 1F: 3 clusters Score -5240498 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5240953.500000 Penalty: 5195.518066
	Iteration 2Q: 3 clusters Score -5240954 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5241425.000000 Penalty: 5195.518066
	Iteration 3Q: 3 clusters Score -5241425 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5241904.500000 Penalty: 5195.518066
	Iteration 4Q: 3 clusters Score -5241904 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5242440.000000 Penalty: 5195.518066
	Iteration 5Q: 3 clusters Score -5242440 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5243126.000000 Penalty: 5195.518066
	Iteration 6Q: 3 clusters Score -5243126 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5244131.500000 Penalty: 5195.518066
	Iteration 7Q: 3 clusters Score -5244132 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5245453.000000 Penalty: 5195.518066
	Iteration 8F: 3 clusters Score -5245453 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5247082.000000 Penalty: 5195.518066
	Iteration 9F: 3 clusters Score -5247082 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5248896.500000 Penalty: 5195.518066
	Iteration 10F: 3 clusters Score -5248896 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5250501.500000 Penalty: 5195.518066
	Iteration 11F: 3 clusters Score -5250502 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5251596.000000 Penalty: 5195.518066
	Iteration 12Q: 3 clusters Score -5251596 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5252346.500000 Penalty: 5195.518066
	Iteration 13Q: 3 clusters Score -5252346 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5252803.500000 Penalty: 5195.518066
	Iteration 14Q: 3 clusters Score -5252804 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5253041.500000 Penalty: 5195.518066
	Iteration 15Q: 3 clusters Score -5253042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5253163.500000 Penalty: 5195.518066
	Iteration 16Q: 3 clusters Score -5253164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5253236.000000 Penalty: 5195.518066
	Iteration 17Q: 3 clusters Score -5253236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5253287.500000 Penalty: 5195.518066
	Iteration 18Q: 3 clusters Score -5253288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5253325.500000 Penalty: 5195.518066
	Iteration 19Q: 3 clusters Score -5253326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5253358.500000 Penalty: 5195.518066
	Iteration 20F: 3 clusters Score -5253358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5253390.000000 Penalty: 5195.518066
	Iteration 21Q: 3 clusters Score -5253390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5253407.000000 Penalty: 5195.518066
	Iteration 22Q: 3 clusters Score -5253407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5253425.000000 Penalty: 5195.518066
	Iteration 23Q: 3 clusters Score -5253425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5253436.000000 Penalty: 5195.518066
	Iteration 24Q: 3 clusters Score -5253436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5253444.500000 Penalty: 5195.518066
	Iteration 25Q: 3 clusters Score -5253444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5253442.500000 Penalty: 5195.518066
	Iteration 26Q: 3 clusters Score -5253442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5253444.000000 Penalty: 5195.518066
	Iteration 27Q: 3 clusters Score -5253444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5253444.000000 Penalty: 5195.518066
	Iteration 28F: 3 clusters Score -5253444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -89431.992188 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -89431.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87775.296875 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -87775.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88212.039062 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -88212.04 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88550.187500 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -88550.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -89119.960938 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -89119.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -89604.859375 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -89604.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -89791.906250 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -89791.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -89908.281250 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -89908.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -90000.804688 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -90000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -90021.375000 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -90021.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -90022.179688 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -90022.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -90022.179688 Penalty: 3345.053223
	Iteration 10F: 3 clusters Score -90022.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 133801 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 49293 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 35413 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 39275 members 
Mstep: Class 12 contains 123230 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 29370 members 
Mstep: Class 18 contains 42877 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 37782 members 
Mstep: Class 21 contains 213267 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 150 members 
Entering Unmasked Estep 
Score: -128936752.000000 Penalty: 88441.828125
Splitting cluster 10 changes total score from -128938624.000000 to -128936752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Entering Unmasked Estep 
Score: -5427065.500000 Penalty: 2623.429199
	Iteration 0F: 2 clusters Score -5427066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -5400435.500000 Penalty: 5246.858398
	Iteration 0F: 3 clusters Score -5400436 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -5410672.500000 Penalty: 5246.858398
	Iteration 1F: 3 clusters Score -5410672 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5412332.000000 Penalty: 5246.858398
	Iteration 2F: 3 clusters Score -5412332 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5414699.500000 Penalty: 5246.858398
	Iteration 3F: 3 clusters Score -5414700 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -5417612.000000 Penalty: 5246.858398
	Iteration 4F: 3 clusters Score -5417612 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5420487.500000 Penalty: 5246.858398
	Iteration 5F: 3 clusters Score -5420488 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5422670.000000 Penalty: 5246.858398
	Iteration 6F: 3 clusters Score -5422670 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5423908.000000 Penalty: 5246.858398
	Iteration 7Q: 3 clusters Score -5423908 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5424626.500000 Penalty: 5246.858398
	Iteration 8Q: 3 clusters Score -5424626 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5425060.500000 Penalty: 5246.858398
	Iteration 9Q: 3 clusters Score -5425060 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5425290.500000 Penalty: 5246.858398
	Iteration 10Q: 3 clusters Score -5425290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5425466.000000 Penalty: 5246.858398
	Iteration 11Q: 3 clusters Score -5425466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5425580.500000 Penalty: 5246.858398
	Iteration 12Q: 3 clusters Score -5425580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5425671.500000 Penalty: 5246.858398
	Iteration 13Q: 3 clusters Score -5425672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5425737.500000 Penalty: 5246.858398
	Iteration 14Q: 3 clusters Score -5425738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5425783.000000 Penalty: 5246.858398
	Iteration 15Q: 3 clusters Score -5425783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5425826.000000 Penalty: 5246.858398
	Iteration 16Q: 3 clusters Score -5425826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5425858.500000 Penalty: 5246.858398
	Iteration 17Q: 3 clusters Score -5425858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5425869.000000 Penalty: 5246.858398
	Iteration 18Q: 3 clusters Score -5425869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5425889.500000 Penalty: 5246.858398
	Iteration 19Q: 3 clusters Score -5425890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5425895.500000 Penalty: 5246.858398
	Iteration 20F: 3 clusters Score -5425896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5425903.000000 Penalty: 5246.858398
	Iteration 21Q: 3 clusters Score -5425903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5425922.500000 Penalty: 5246.858398
	Iteration 22Q: 3 clusters Score -5425922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5425923.500000 Penalty: 5246.858398
	Iteration 23Q: 3 clusters Score -5425924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5425928.500000 Penalty: 5246.858398
	Iteration 24Q: 3 clusters Score -5425928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5425932.000000 Penalty: 5246.858398
	Iteration 25Q: 3 clusters Score -5425932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5425942.000000 Penalty: 5246.858398
	Iteration 26Q: 3 clusters Score -5425942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5425953.000000 Penalty: 5246.858398
	Iteration 27Q: 3 clusters Score -5425953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5425950.500000 Penalty: 5246.858398
	Iteration 28Q: 3 clusters Score -5425950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5425950.000000 Penalty: 5246.858398
	Iteration 29Q: 3 clusters Score -5425950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5425950.000000 Penalty: 5246.858398
	Iteration 30F: 3 clusters Score -5425950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Entering Unmasked Estep 
Score: -18044546.000000 Penalty: 2907.008301
	Iteration 0F: 2 clusters Score -1.804455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -17966454.000000 Penalty: 5814.016602
	Iteration 0F: 3 clusters Score -1.796645e+07 nChanged 58691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -18000346.000000 Penalty: 5814.016602
	Iteration 1F: 3 clusters Score -1.800035e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5814.016602
	Iteration 2Q: 3 clusters Score -1.80017e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -18003532.000000 Penalty: 5814.016602
	Iteration 3Q: 3 clusters Score -1.800353e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -18006378.000000 Penalty: 5814.016602
	Iteration 4Q: 3 clusters Score -1.800638e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -18010748.000000 Penalty: 5814.016602
	Iteration 5F: 3 clusters Score -1.801075e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -18016698.000000 Penalty: 5814.016602
	Iteration 6F: 3 clusters Score -1.80167e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -18023988.000000 Penalty: 5814.016602
	Iteration 7F: 3 clusters Score -1.802399e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -18030654.000000 Penalty: 5814.016602
	Iteration 8F: 3 clusters Score -1.803065e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -18035444.000000 Penalty: 5814.016602
	Iteration 9F: 3 clusters Score -1.803544e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -18038408.000000 Penalty: 5814.016602
	Iteration 10Q: 3 clusters Score -1.803841e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -18040118.000000 Penalty: 5814.016602
	Iteration 11Q: 3 clusters Score -1.804012e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18041062.000000 Penalty: 5814.016602
	Iteration 12Q: 3 clusters Score -1.804106e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18041664.000000 Penalty: 5814.016602
	Iteration 13Q: 3 clusters Score -1.804166e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121821 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18041904.000000 Penalty: 5814.016602
	Iteration 14Q: 3 clusters Score -1.80419e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -18042054.000000 Penalty: 5814.016602
	Iteration 15Q: 3 clusters Score -1.804205e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18042106.000000 Penalty: 5814.016602
	Iteration 16Q: 3 clusters Score -1.804211e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18042136.000000 Penalty: 5814.016602
	Iteration 17Q: 3 clusters Score -1.804214e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18042172.000000 Penalty: 5814.016602
	Iteration 18Q: 3 clusters Score -1.804217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18042218.000000 Penalty: 5814.016602
	Iteration 19Q: 3 clusters Score -1.804222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18042254.000000 Penalty: 5814.016602
	Iteration 20F: 3 clusters Score -1.804225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18042274.000000 Penalty: 5814.016602
	Iteration 21Q: 3 clusters Score -1.804227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18042282.000000 Penalty: 5814.016602
	Iteration 22Q: 3 clusters Score -1.804228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18042288.000000 Penalty: 5814.016602
	Iteration 23Q: 3 clusters Score -1.804229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -18042292.000000 Penalty: 5814.016602
	Iteration 24Q: 3 clusters Score -1.804229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -18042292.000000 Penalty: 5814.016602
	Iteration 25Q: 3 clusters Score -1.804229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -18042284.000000 Penalty: 5814.016602
	Iteration 26Q: 3 clusters Score -1.804228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18042296.000000 Penalty: 5814.016602
	Iteration 27Q: 3 clusters Score -1.80423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18042294.000000 Penalty: 5814.016602
	Iteration 28Q: 3 clusters Score -1.804229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18042290.000000 Penalty: 5814.016602
	Iteration 29Q: 3 clusters Score -1.804229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122393 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18042300.000000 Penalty: 5814.016602
	Iteration 30Q: 3 clusters Score -1.80423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -18042296.000000 Penalty: 5814.016602
	Iteration 31Q: 3 clusters Score -1.80423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18042308.000000 Penalty: 5814.016602
	Iteration 32Q: 3 clusters Score -1.804231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -18042294.000000 Penalty: 5814.016602
	Iteration 33Q: 3 clusters Score -1.804229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18042298.000000 Penalty: 5814.016602
	Iteration 34Q: 3 clusters Score -1.80423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -18042288.000000 Penalty: 5814.016602
	Iteration 35Q: 3 clusters Score -1.804229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18042294.000000 Penalty: 5814.016602
	Iteration 36Q: 3 clusters Score -1.804229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18042302.000000 Penalty: 5814.016602
	Iteration 37Q: 3 clusters Score -1.80423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18042302.000000 Penalty: 5814.016602
	Iteration 38F: 3 clusters Score -1.80423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -267411.718750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -267411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -264734.687500 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -264734.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -265380.687500 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -265380.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -265733.093750 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -265733.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -265963.562500 Penalty: 3794.011230
	Iteration 3F: 3 clusters Score -265963.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -266106.843750 Penalty: 3794.011230
	Iteration 4F: 3 clusters Score -266106.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -266229.437500 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -266229.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266313.000000 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -266313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -266375.937500 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -266375.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266426.187500 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -266426.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -266475.687500 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -266475.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266509.125000 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -266509.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266539.656250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -266539.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266573.281250 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -266573.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -266600.156250 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -266600.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -266616.656250 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -266616.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -266628.437500 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -266628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -266635.656250 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -266635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -266641.000000 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -266641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266644.781250 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -266644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266646.937500 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -266646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -266649.593750 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -266649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -266650.625000 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -266650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266652.968750 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -266653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266653.437500 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -266653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266653.437500 Penalty: 3794.011230
	Iteration 24F: 3 clusters Score -266653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -202181.703125 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -202181.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199926.562500 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -199926.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -200720.328125 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -200720.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201634.093750 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -201634.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202510.703125 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -202510.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202874.078125 Penalty: 3654.383545
	Iteration 4F: 3 clusters Score -202874.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -203024.234375 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -203024.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203273.328125 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -203273.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203550.890625 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -203550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -203632.390625 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -203632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -203668.625000 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -203668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -203687.000000 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -203687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -203693.484375 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -203693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203701.468750 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -203701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -203713.046875 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -203713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203726.750000 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -203726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203748.625000 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -203748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203772.421875 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -203772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -203808.562500 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -203808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203862.859375 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -203862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203966.281250 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -203966.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -204059.031250 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -204059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204059.656250 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -204059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -204060.578125 Penalty: 3654.383545
	Iteration 22Q: 3 clusters Score -204060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -204060.578125 Penalty: 3654.383545
	Iteration 23F: 3 clusters Score -204060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 133801 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 49293 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 35413 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 39275 members 
Mstep: Class 12 contains 123230 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 29370 members 
Mstep: Class 18 contains 42877 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 37782 members 
Mstep: Class 21 contains 213267 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 842 members 
Entering Unmasked Estep 
Score: -128938480.000000 Penalty: 88441.828125
Splitting cluster 14 changes total score from -128938624.000000 to -128938480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1719434.500000 Penalty: 2358.443359
	Iteration 0F: 2 clusters Score -1719434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1709500.125000 Penalty: 4716.886719
	Iteration 0F: 3 clusters Score -1709500 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1712797.875000 Penalty: 4716.886719
	Iteration 1F: 3 clusters Score -1712798 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1713407.125000 Penalty: 4716.886719
	Iteration 2F: 3 clusters Score -1713407 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1714052.750000 Penalty: 4716.886719
	Iteration 3F: 3 clusters Score -1714053 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1714731.250000 Penalty: 4716.886719
	Iteration 4F: 3 clusters Score -1714731 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1715494.750000 Penalty: 4716.886719
	Iteration 5F: 3 clusters Score -1715495 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1716289.375000 Penalty: 4716.886719
	Iteration 6F: 3 clusters Score -1716289 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1716978.000000 Penalty: 4716.886719
	Iteration 7F: 3 clusters Score -1716978 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1717526.250000 Penalty: 4716.886719
	Iteration 8Q: 3 clusters Score -1717526 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1717910.375000 Penalty: 4716.886719
	Iteration 9Q: 3 clusters Score -1717910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1718117.625000 Penalty: 4716.886719
	Iteration 10Q: 3 clusters Score -1718118 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1718240.375000 Penalty: 4716.886719
	Iteration 11Q: 3 clusters Score -1718240 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1718360.750000 Penalty: 4716.886719
	Iteration 12Q: 3 clusters Score -1718361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1718493.750000 Penalty: 4716.886719
	Iteration 13Q: 3 clusters Score -1718494 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1718644.250000 Penalty: 4716.886719
	Iteration 14Q: 3 clusters Score -1718644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1718749.375000 Penalty: 4716.886719
	Iteration 15Q: 3 clusters Score -1718749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1718857.000000 Penalty: 4716.886719
	Iteration 16Q: 3 clusters Score -1718857 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1718961.625000 Penalty: 4716.886719
	Iteration 17Q: 3 clusters Score -1718962 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1719050.875000 Penalty: 4716.886719
	Iteration 18Q: 3 clusters Score -1719051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1719090.500000 Penalty: 4716.886719
	Iteration 19Q: 3 clusters Score -1719090 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1719123.375000 Penalty: 4716.886719
	Iteration 20F: 3 clusters Score -1719123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1719139.125000 Penalty: 4716.886719
	Iteration 21Q: 3 clusters Score -1719139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1719157.750000 Penalty: 4716.886719
	Iteration 22Q: 3 clusters Score -1719158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1719167.875000 Penalty: 4716.886719
	Iteration 23Q: 3 clusters Score -1719168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1719178.625000 Penalty: 4716.886719
	Iteration 24Q: 3 clusters Score -1719179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1719188.500000 Penalty: 4716.886719
	Iteration 25Q: 3 clusters Score -1719188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1719197.250000 Penalty: 4716.886719
	Iteration 26Q: 3 clusters Score -1719197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1719209.000000 Penalty: 4716.886719
	Iteration 27Q: 3 clusters Score -1719209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1719211.000000 Penalty: 4716.886719
	Iteration 28Q: 3 clusters Score -1719211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1719214.000000 Penalty: 4716.886719
	Iteration 29Q: 3 clusters Score -1719214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1719220.750000 Penalty: 4716.886719
	Iteration 30Q: 3 clusters Score -1719221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1719221.875000 Penalty: 4716.886719
	Iteration 31Q: 3 clusters Score -1719222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1719229.750000 Penalty: 4716.886719
	Iteration 32Q: 3 clusters Score -1719230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1719236.375000 Penalty: 4716.886719
	Iteration 33Q: 3 clusters Score -1719236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1719244.875000 Penalty: 4716.886719
	Iteration 34Q: 3 clusters Score -1719245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1719247.375000 Penalty: 4716.886719
	Iteration 35Q: 3 clusters Score -1719247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1719251.625000 Penalty: 4716.886719
	Iteration 36Q: 3 clusters Score -1719252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1719261.000000 Penalty: 4716.886719
	Iteration 37Q: 3 clusters Score -1719261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1719281.250000 Penalty: 4716.886719
	Iteration 38Q: 3 clusters Score -1719281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1719299.250000 Penalty: 4716.886719
	Iteration 39Q: 3 clusters Score -1719299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1719305.375000 Penalty: 4716.886719
	Iteration 40F: 3 clusters Score -1719305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1719310.250000 Penalty: 4716.886719
	Iteration 41Q: 3 clusters Score -1719310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1719312.500000 Penalty: 4716.886719
	Iteration 42Q: 3 clusters Score -1719312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1719311.500000 Penalty: 4716.886719
	Iteration 43Q: 3 clusters Score -1719312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1719312.250000 Penalty: 4716.886719
	Iteration 44Q: 3 clusters Score -1719312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1719312.250000 Penalty: 4716.886719
	Iteration 45F: 3 clusters Score -1719312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -593045.937500 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -593045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -589087.687500 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -589087.7 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -589980.562500 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -589980.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -590175.562500 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -590175.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -590305.375000 Penalty: 4125.126953
	Iteration 3Q: 3 clusters Score -590305.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -590402.937500 Penalty: 4125.126953
	Iteration 4Q: 3 clusters Score -590402.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -590482.562500 Penalty: 4125.126953
	Iteration 5Q: 3 clusters Score -590482.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -590558.000000 Penalty: 4125.126953
	Iteration 6Q: 3 clusters Score -590558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -590626.812500 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -590626.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -590713.187500 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -590713.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -590822.562500 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -590822.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -590947.125000 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -590947.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -591085.062500 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -591085.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -591212.875000 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -591212.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -591417.812500 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -591417.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -591626.687500 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -591626.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -591861.562500 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -591861.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -592135.875000 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -592135.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -592366.250000 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -592366.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -592474.187500 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -592474.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -592507.750000 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -592507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -592514.875000 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -592514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -592516.062500 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -592516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -592517.812500 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -592517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -592517.625000 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -592517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -592517.625000 Penalty: 4125.126953
	Iteration 24F: 3 clusters Score -592517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Entering Unmasked Estep 
Score: -4265096.000000 Penalty: 2551.356934
	Iteration 0F: 2 clusters Score -4265096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4244814.500000 Penalty: 5102.713867
	Iteration 0F: 3 clusters Score -4244814 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4252230.000000 Penalty: 5102.713867
	Iteration 1F: 3 clusters Score -4252230 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4252829.500000 Penalty: 5102.713867
	Iteration 2F: 3 clusters Score -4252830 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4253583.000000 Penalty: 5102.713867
	Iteration 3F: 3 clusters Score -4253583 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4254572.500000 Penalty: 5102.713867
	Iteration 4F: 3 clusters Score -4254572 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4255923.500000 Penalty: 5102.713867
	Iteration 5F: 3 clusters Score -4255924 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4257337.500000 Penalty: 5102.713867
	Iteration 6F: 3 clusters Score -4257338 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4258744.500000 Penalty: 5102.713867
	Iteration 7F: 3 clusters Score -4258744 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4259933.000000 Penalty: 5102.713867
	Iteration 8F: 3 clusters Score -4259933 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4260866.000000 Penalty: 5102.713867
	Iteration 9Q: 3 clusters Score -4260866 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4261594.000000 Penalty: 5102.713867
	Iteration 10Q: 3 clusters Score -4261594 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4262083.500000 Penalty: 5102.713867
	Iteration 11Q: 3 clusters Score -4262084 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4262422.000000 Penalty: 5102.713867
	Iteration 12Q: 3 clusters Score -4262422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4262657.000000 Penalty: 5102.713867
	Iteration 13Q: 3 clusters Score -4262657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4262819.500000 Penalty: 5102.713867
	Iteration 14Q: 3 clusters Score -4262820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4262930.000000 Penalty: 5102.713867
	Iteration 15Q: 3 clusters Score -4262930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4262995.500000 Penalty: 5102.713867
	Iteration 16Q: 3 clusters Score -4262996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4263027.000000 Penalty: 5102.713867
	Iteration 17Q: 3 clusters Score -4263027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4263051.000000 Penalty: 5102.713867
	Iteration 18Q: 3 clusters Score -4263051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4263079.500000 Penalty: 5102.713867
	Iteration 19Q: 3 clusters Score -4263080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4263082.500000 Penalty: 5102.713867
	Iteration 20F: 3 clusters Score -4263082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4263093.000000 Penalty: 5102.713867
	Iteration 21Q: 3 clusters Score -4263093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4263099.500000 Penalty: 5102.713867
	Iteration 22Q: 3 clusters Score -4263100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4263104.000000 Penalty: 5102.713867
	Iteration 23Q: 3 clusters Score -4263104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4263109.500000 Penalty: 5102.713867
	Iteration 24Q: 3 clusters Score -4263110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4263118.000000 Penalty: 5102.713867
	Iteration 25Q: 3 clusters Score -4263118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4263115.000000 Penalty: 5102.713867
	Iteration 26Q: 3 clusters Score -4263115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4263112.000000 Penalty: 5102.713867
	Iteration 27Q: 3 clusters Score -4263112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4263116.500000 Penalty: 5102.713867
	Iteration 28Q: 3 clusters Score -4263116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4263115.500000 Penalty: 5102.713867
	Iteration 29Q: 3 clusters Score -4263116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4263115.500000 Penalty: 5102.713867
	Iteration 30F: 3 clusters Score -4263116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Entering Unmasked Estep 
Score: -6035877.000000 Penalty: 2645.190674
	Iteration 0F: 2 clusters Score -6035877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6006841.500000 Penalty: 5290.381348
	Iteration 0F: 3 clusters Score -6006842 nChanged 19629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6017772.000000 Penalty: 5290.381348
	Iteration 1F: 3 clusters Score -6017772 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6018379.500000 Penalty: 5290.381348
	Iteration 2Q: 3 clusters Score -6018380 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -6019029.500000 Penalty: 5290.381348
	Iteration 3Q: 3 clusters Score -6019030 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6019650.500000 Penalty: 5290.381348
	Iteration 4Q: 3 clusters Score -6019650 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -6020274.500000 Penalty: 5290.381348
	Iteration 5Q: 3 clusters Score -6020274 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -6021021.500000 Penalty: 5290.381348
	Iteration 6Q: 3 clusters Score -6021022 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -6021762.000000 Penalty: 5290.381348
	Iteration 7Q: 3 clusters Score -6021762 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -6022658.500000 Penalty: 5290.381348
	Iteration 8Q: 3 clusters Score -6022658 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -6023631.000000 Penalty: 5290.381348
	Iteration 9Q: 3 clusters Score -6023631 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6024621.500000 Penalty: 5290.381348
	Iteration 10Q: 3 clusters Score -6024622 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -6025381.500000 Penalty: 5290.381348
	Iteration 11Q: 3 clusters Score -6025382 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6026034.000000 Penalty: 5290.381348
	Iteration 12Q: 3 clusters Score -6026034 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -6026545.500000 Penalty: 5290.381348
	Iteration 13Q: 3 clusters Score -6026546 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6027032.000000 Penalty: 5290.381348
	Iteration 14Q: 3 clusters Score -6027032 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -6027435.500000 Penalty: 5290.381348
	Iteration 15Q: 3 clusters Score -6027436 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6027828.500000 Penalty: 5290.381348
	Iteration 16Q: 3 clusters Score -6027828 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6028247.000000 Penalty: 5290.381348
	Iteration 17Q: 3 clusters Score -6028247 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6028620.000000 Penalty: 5290.381348
	Iteration 18Q: 3 clusters Score -6028620 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6029005.500000 Penalty: 5290.381348
	Iteration 19Q: 3 clusters Score -6029006 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -6029407.500000 Penalty: 5290.381348
	Iteration 20F: 3 clusters Score -6029408 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -6029847.500000 Penalty: 5290.381348
	Iteration 21Q: 3 clusters Score -6029848 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -6030261.500000 Penalty: 5290.381348
	Iteration 22Q: 3 clusters Score -6030262 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6030675.500000 Penalty: 5290.381348
	Iteration 23Q: 3 clusters Score -6030676 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -6031137.000000 Penalty: 5290.381348
	Iteration 24Q: 3 clusters Score -6031137 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6031531.000000 Penalty: 5290.381348
	Iteration 25Q: 3 clusters Score -6031531 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -6031887.000000 Penalty: 5290.381348
	Iteration 26Q: 3 clusters Score -6031887 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -6032176.500000 Penalty: 5290.381348
	Iteration 27Q: 3 clusters Score -6032176 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -6032458.000000 Penalty: 5290.381348
	Iteration 28Q: 3 clusters Score -6032458 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -6032705.500000 Penalty: 5290.381348
	Iteration 29Q: 3 clusters Score -6032706 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -6032907.000000 Penalty: 5290.381348
	Iteration 30Q: 3 clusters Score -6032907 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -6033090.000000 Penalty: 5290.381348
	Iteration 31Q: 3 clusters Score -6033090 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -6033248.500000 Penalty: 5290.381348
	Iteration 32Q: 3 clusters Score -6033248 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -6033348.500000 Penalty: 5290.381348
	Iteration 33Q: 3 clusters Score -6033348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -6033432.500000 Penalty: 5290.381348
	Iteration 34Q: 3 clusters Score -6033432 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -6033481.000000 Penalty: 5290.381348
	Iteration 35Q: 3 clusters Score -6033481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -6033530.000000 Penalty: 5290.381348
	Iteration 36Q: 3 clusters Score -6033530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -6033582.500000 Penalty: 5290.381348
	Iteration 37Q: 3 clusters Score -6033582 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -6033617.000000 Penalty: 5290.381348
	Iteration 38Q: 3 clusters Score -6033617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6033645.000000 Penalty: 5290.381348
	Iteration 39Q: 3 clusters Score -6033645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -6033680.000000 Penalty: 5290.381348
	Iteration 40F: 3 clusters Score -6033680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -6033706.500000 Penalty: 5290.381348
	Iteration 41Q: 3 clusters Score -6033706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6033740.000000 Penalty: 5290.381348
	Iteration 42Q: 3 clusters Score -6033740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -6033754.500000 Penalty: 5290.381348
	Iteration 43Q: 3 clusters Score -6033754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6033780.000000 Penalty: 5290.381348
	Iteration 44Q: 3 clusters Score -6033780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -6033794.500000 Penalty: 5290.381348
	Iteration 45Q: 3 clusters Score -6033794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -6033821.500000 Penalty: 5290.381348
	Iteration 46Q: 3 clusters Score -6033822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -6033842.000000 Penalty: 5290.381348
	Iteration 47Q: 3 clusters Score -6033842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -6033844.500000 Penalty: 5290.381348
	Iteration 48Q: 3 clusters Score -6033844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -6033848.000000 Penalty: 5290.381348
	Iteration 49Q: 3 clusters Score -6033848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -6033859.000000 Penalty: 5290.381348
	Iteration 50Q: 3 clusters Score -6033859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -6033868.500000 Penalty: 5290.381348
	Iteration 51Q: 3 clusters Score -6033868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -6033879.500000 Penalty: 5290.381348
	Iteration 52Q: 3 clusters Score -6033880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -6033881.500000 Penalty: 5290.381348
	Iteration 53Q: 3 clusters Score -6033882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -6033892.000000 Penalty: 5290.381348
	Iteration 54Q: 3 clusters Score -6033892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -6033889.500000 Penalty: 5290.381348
	Iteration 55Q: 3 clusters Score -6033890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -6033889.000000 Penalty: 5290.381348
	Iteration 56Q: 3 clusters Score -6033889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -6033895.500000 Penalty: 5290.381348
	Iteration 57Q: 3 clusters Score -6033896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -6033890.000000 Penalty: 5290.381348
	Iteration 58Q: 3 clusters Score -6033890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -6033891.000000 Penalty: 5290.381348
	Iteration 59Q: 3 clusters Score -6033891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -6033892.500000 Penalty: 5290.381348
	Iteration 60F: 3 clusters Score -6033892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -6033895.000000 Penalty: 5290.381348
	Iteration 61Q: 3 clusters Score -6033895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -6033895.500000 Penalty: 5290.381348
	Iteration 62Q: 3 clusters Score -6033896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -6033893.500000 Penalty: 5290.381348
	Iteration 63Q: 3 clusters Score -6033894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -6033893.000000 Penalty: 5290.381348
	Iteration 64Q: 3 clusters Score -6033893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6033900.000000 Penalty: 5290.381348
	Iteration 65Q: 3 clusters Score -6033900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -6033892.500000 Penalty: 5290.381348
	Iteration 66Q: 3 clusters Score -6033892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -6033901.500000 Penalty: 5290.381348
	Iteration 67Q: 3 clusters Score -6033902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -6033902.000000 Penalty: 5290.381348
	Iteration 68Q: 3 clusters Score -6033902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -6033906.500000 Penalty: 5290.381348
	Iteration 69Q: 3 clusters Score -6033906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6033905.500000 Penalty: 5290.381348
	Iteration 70Q: 3 clusters Score -6033906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -6033905.000000 Penalty: 5290.381348
	Iteration 71Q: 3 clusters Score -6033905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -6033905.500000 Penalty: 5290.381348
	Iteration 72Q: 3 clusters Score -6033906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6033909.000000 Penalty: 5290.381348
	Iteration 73Q: 3 clusters Score -6033909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -6033911.500000 Penalty: 5290.381348
	Iteration 74Q: 3 clusters Score -6033912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -6033912.000000 Penalty: 5290.381348
	Iteration 75Q: 3 clusters Score -6033912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -6033919.000000 Penalty: 5290.381348
	Iteration 76Q: 3 clusters Score -6033919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -6033918.000000 Penalty: 5290.381348
	Iteration 77Q: 3 clusters Score -6033918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -6033909.500000 Penalty: 5290.381348
	Iteration 78Q: 3 clusters Score -6033910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6033910.500000 Penalty: 5290.381348
	Iteration 79Q: 3 clusters Score -6033910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6033910.500000 Penalty: 5290.381348
	Iteration 80F: 3 clusters Score -6033910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Entering Unmasked Estep 
Score: -1503087.500000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1503088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1495054.750000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1495055 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1497371.375000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1497371 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1497688.875000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1497689 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1497911.375000 Penalty: 4597.370605
	Iteration 3F: 3 clusters Score -1497911 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1498063.750000 Penalty: 4597.370605
	Iteration 4Q: 3 clusters Score -1498064 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1498156.625000 Penalty: 4597.370605
	Iteration 5Q: 3 clusters Score -1498157 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1498229.625000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1498230 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1498287.875000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1498288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1498346.875000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1498347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1498399.625000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1498400 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1498470.625000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1498471 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1498532.000000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1498532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1498618.125000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1498618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1498701.625000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1498702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1498819.875000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1498820 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1498960.375000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1498960 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1499118.750000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1499119 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1499310.625000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1499311 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1499527.500000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1499528 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1499751.125000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1499751 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1499962.500000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1499962 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1500140.375000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1500140 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1500307.000000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1500307 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1500438.875000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1500439 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1500541.500000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1500542 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1500640.750000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1500641 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1500740.375000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1500740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1500813.125000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1500813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1500871.375000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1500871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1500935.750000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1500936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1500974.750000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1500975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1501000.375000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1501000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1501013.625000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1501014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1501036.750000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1501037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1501046.625000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1501047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1501058.000000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1501058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1501074.000000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1501074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1501098.875000 Penalty: 4597.370605
	Iteration 37Q: 3 clusters Score -1501099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1501111.500000 Penalty: 4597.370605
	Iteration 38Q: 3 clusters Score -1501112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1501127.250000 Penalty: 4597.370605
	Iteration 39Q: 3 clusters Score -1501127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1501133.250000 Penalty: 4597.370605
	Iteration 40F: 3 clusters Score -1501133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1501137.000000 Penalty: 4597.370605
	Iteration 41Q: 3 clusters Score -1501137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1501143.000000 Penalty: 4597.370605
	Iteration 42Q: 3 clusters Score -1501143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1501147.750000 Penalty: 4597.370605
	Iteration 43Q: 3 clusters Score -1501148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1501152.125000 Penalty: 4597.370605
	Iteration 44Q: 3 clusters Score -1501152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1501155.750000 Penalty: 4597.370605
	Iteration 45Q: 3 clusters Score -1501156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1501157.250000 Penalty: 4597.370605
	Iteration 46Q: 3 clusters Score -1501157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1501159.750000 Penalty: 4597.370605
	Iteration 47Q: 3 clusters Score -1501160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1501162.875000 Penalty: 4597.370605
	Iteration 48Q: 3 clusters Score -1501163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1501167.750000 Penalty: 4597.370605
	Iteration 49Q: 3 clusters Score -1501168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1501167.875000 Penalty: 4597.370605
	Iteration 50Q: 3 clusters Score -1501168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1501169.750000 Penalty: 4597.370605
	Iteration 51Q: 3 clusters Score -1501170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1501169.625000 Penalty: 4597.370605
	Iteration 52Q: 3 clusters Score -1501170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1501170.750000 Penalty: 4597.370605
	Iteration 53Q: 3 clusters Score -1501171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1501171.375000 Penalty: 4597.370605
	Iteration 54Q: 3 clusters Score -1501171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1501173.125000 Penalty: 4597.370605
	Iteration 55Q: 3 clusters Score -1501173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1501172.375000 Penalty: 4597.370605
	Iteration 56Q: 3 clusters Score -1501172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1501172.375000 Penalty: 4597.370605
	Iteration 57F: 3 clusters Score -1501172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Entering Unmasked Estep 
Score: -5423156.500000 Penalty: 2613.817871
	Iteration 0F: 2 clusters Score -5423156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5397629.500000 Penalty: 5227.635742
	Iteration 0F: 3 clusters Score -5397630 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5407013.500000 Penalty: 5227.635742
	Iteration 1F: 3 clusters Score -5407014 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5407441.000000 Penalty: 5227.635742
	Iteration 2Q: 3 clusters Score -5407441 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5407904.500000 Penalty: 5227.635742
	Iteration 3Q: 3 clusters Score -5407904 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5408392.500000 Penalty: 5227.635742
	Iteration 4Q: 3 clusters Score -5408392 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5409023.000000 Penalty: 5227.635742
	Iteration 5Q: 3 clusters Score -5409023 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -5409921.000000 Penalty: 5227.635742
	Iteration 6Q: 3 clusters Score -5409921 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5411028.500000 Penalty: 5227.635742
	Iteration 7F: 3 clusters Score -5411028 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -5412620.000000 Penalty: 5227.635742
	Iteration 8F: 3 clusters Score -5412620 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5414488.000000 Penalty: 5227.635742
	Iteration 9F: 3 clusters Score -5414488 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5416303.000000 Penalty: 5227.635742
	Iteration 10F: 3 clusters Score -5416303 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5417829.000000 Penalty: 5227.635742
	Iteration 11Q: 3 clusters Score -5417829 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5418899.500000 Penalty: 5227.635742
	Iteration 12Q: 3 clusters Score -5418900 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5419709.500000 Penalty: 5227.635742
	Iteration 13Q: 3 clusters Score -5419710 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -5420219.000000 Penalty: 5227.635742
	Iteration 14Q: 3 clusters Score -5420219 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5420531.500000 Penalty: 5227.635742
	Iteration 15Q: 3 clusters Score -5420532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5420690.500000 Penalty: 5227.635742
	Iteration 16Q: 3 clusters Score -5420690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5420761.500000 Penalty: 5227.635742
	Iteration 17Q: 3 clusters Score -5420762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5420816.000000 Penalty: 5227.635742
	Iteration 18Q: 3 clusters Score -5420816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5420838.000000 Penalty: 5227.635742
	Iteration 19Q: 3 clusters Score -5420838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -5420859.500000 Penalty: 5227.635742
	Iteration 20F: 3 clusters Score -5420860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -5420882.000000 Penalty: 5227.635742
	Iteration 21Q: 3 clusters Score -5420882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5420903.500000 Penalty: 5227.635742
	Iteration 22Q: 3 clusters Score -5420904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5420925.500000 Penalty: 5227.635742
	Iteration 23Q: 3 clusters Score -5420926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -5420937.000000 Penalty: 5227.635742
	Iteration 24Q: 3 clusters Score -5420937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -5420946.500000 Penalty: 5227.635742
	Iteration 25Q: 3 clusters Score -5420946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5420961.500000 Penalty: 5227.635742
	Iteration 26Q: 3 clusters Score -5420962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5420967.500000 Penalty: 5227.635742
	Iteration 27Q: 3 clusters Score -5420968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5420963.500000 Penalty: 5227.635742
	Iteration 28Q: 3 clusters Score -5420964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5420968.000000 Penalty: 5227.635742
	Iteration 29Q: 3 clusters Score -5420968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5420965.500000 Penalty: 5227.635742
	Iteration 30Q: 3 clusters Score -5420966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -5420968.500000 Penalty: 5227.635742
	Iteration 31Q: 3 clusters Score -5420968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5420979.000000 Penalty: 5227.635742
	Iteration 32Q: 3 clusters Score -5420979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -5420988.500000 Penalty: 5227.635742
	Iteration 33Q: 3 clusters Score -5420988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5420980.500000 Penalty: 5227.635742
	Iteration 34Q: 3 clusters Score -5420980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5420987.500000 Penalty: 5227.635742
	Iteration 35Q: 3 clusters Score -5420988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5420992.000000 Penalty: 5227.635742
	Iteration 36Q: 3 clusters Score -5420992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5420994.500000 Penalty: 5227.635742
	Iteration 37Q: 3 clusters Score -5420994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5420987.500000 Penalty: 5227.635742
	Iteration 38Q: 3 clusters Score -5420988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5420998.500000 Penalty: 5227.635742
	Iteration 39Q: 3 clusters Score -5420998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5421005.000000 Penalty: 5227.635742
	Iteration 40F: 3 clusters Score -5421005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5421007.500000 Penalty: 5227.635742
	Iteration 41Q: 3 clusters Score -5421008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -5421002.500000 Penalty: 5227.635742
	Iteration 42Q: 3 clusters Score -5421002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5421007.000000 Penalty: 5227.635742
	Iteration 43Q: 3 clusters Score -5421007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5421002.000000 Penalty: 5227.635742
	Iteration 44Q: 3 clusters Score -5421002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5421003.500000 Penalty: 5227.635742
	Iteration 45Q: 3 clusters Score -5421004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -5421004.000000 Penalty: 5227.635742
	Iteration 46Q: 3 clusters Score -5421004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5421004.500000 Penalty: 5227.635742
	Iteration 47Q: 3 clusters Score -5421004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5421012.500000 Penalty: 5227.635742
	Iteration 48Q: 3 clusters Score -5421012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5421015.500000 Penalty: 5227.635742
	Iteration 49Q: 3 clusters Score -5421016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5421009.500000 Penalty: 5227.635742
	Iteration 50Q: 3 clusters Score -5421010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5421017.500000 Penalty: 5227.635742
	Iteration 51Q: 3 clusters Score -5421018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5421015.000000 Penalty: 5227.635742
	Iteration 52Q: 3 clusters Score -5421015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5421022.500000 Penalty: 5227.635742
	Iteration 53Q: 3 clusters Score -5421022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5421022.500000 Penalty: 5227.635742
	Iteration 54Q: 3 clusters Score -5421022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5421016.500000 Penalty: 5227.635742
	Iteration 55Q: 3 clusters Score -5421016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -5421015.500000 Penalty: 5227.635742
	Iteration 56Q: 3 clusters Score -5421016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5421014.500000 Penalty: 5227.635742
	Iteration 57Q: 3 clusters Score -5421014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5421014.500000 Penalty: 5227.635742
	Iteration 58F: 3 clusters Score -5421014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (213267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213267 members 
Entering Unmasked Estep 
Score: -31211650.000000 Penalty: 3043.034424
	Iteration 0F: 2 clusters Score -3.121165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -31087864.000000 Penalty: 6086.068848
	Iteration 0F: 3 clusters Score -3.108786e+07 nChanged 102612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -31148396.000000 Penalty: 6086.068848
	Iteration 1F: 3 clusters Score -3.11484e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -31150718.000000 Penalty: 6086.068848
	Iteration 2Q: 3 clusters Score -3.115072e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -31154040.000000 Penalty: 6086.068848
	Iteration 3Q: 3 clusters Score -3.115404e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -31159164.000000 Penalty: 6086.068848
	Iteration 4Q: 3 clusters Score -3.115916e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -31167276.000000 Penalty: 6086.068848
	Iteration 5F: 3 clusters Score -3.116728e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -31178814.000000 Penalty: 6086.068848
	Iteration 6F: 3 clusters Score -3.117881e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -31189218.000000 Penalty: 6086.068848
	Iteration 7F: 3 clusters Score -3.118922e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141327 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -31194232.000000 Penalty: 6086.068848
	Iteration 8F: 3 clusters Score -3.119423e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143314 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -31195690.000000 Penalty: 6086.068848
	Iteration 9Q: 3 clusters Score -3.119569e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -31196620.000000 Penalty: 6086.068848
	Iteration 10Q: 3 clusters Score -3.119662e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -31197234.000000 Penalty: 6086.068848
	Iteration 11Q: 3 clusters Score -3.119723e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -31197688.000000 Penalty: 6086.068848
	Iteration 12Q: 3 clusters Score -3.119769e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -31198490.000000 Penalty: 6086.068848
	Iteration 13Q: 3 clusters Score -3.119849e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -31199324.000000 Penalty: 6086.068848
	Iteration 14Q: 3 clusters Score -3.119932e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -31199810.000000 Penalty: 6086.068848
	Iteration 15Q: 3 clusters Score -3.119981e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -31200434.000000 Penalty: 6086.068848
	Iteration 16Q: 3 clusters Score -3.120043e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -31201302.000000 Penalty: 6086.068848
	Iteration 17Q: 3 clusters Score -3.12013e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164401 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -31202436.000000 Penalty: 6086.068848
	Iteration 18Q: 3 clusters Score -3.120244e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -31203458.000000 Penalty: 6086.068848
	Iteration 19Q: 3 clusters Score -3.120346e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170032 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -31204420.000000 Penalty: 6086.068848
	Iteration 20F: 3 clusters Score -3.120442e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -31205466.000000 Penalty: 6086.068848
	Iteration 21Q: 3 clusters Score -3.120547e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -31206744.000000 Penalty: 6086.068848
	Iteration 22Q: 3 clusters Score -3.120674e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179088 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -31208248.000000 Penalty: 6086.068848
	Iteration 23Q: 3 clusters Score -3.120825e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -31209392.000000 Penalty: 6086.068848
	Iteration 24Q: 3 clusters Score -3.120939e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -31210700.000000 Penalty: 6086.068848
	Iteration 25Q: 3 clusters Score -3.12107e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190232 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -31212016.000000 Penalty: 6086.068848
	Iteration 26Q: 3 clusters Score -3.121202e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194348 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -31213420.000000 Penalty: 6086.068848
	Iteration 27Q: 3 clusters Score -3.121342e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198406 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -31214170.000000 Penalty: 6086.068848
	Iteration 28Q: 3 clusters Score -3.121417e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202256 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -31214012.000000 Penalty: 6086.068848
	Iteration 29Q: 3 clusters Score -3.121401e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205523 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -31213248.000000 Penalty: 6086.068848
	Iteration 30Q: 3 clusters Score -3.121325e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208037 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -31212652.000000 Penalty: 6086.068848
	Iteration 31Q: 3 clusters Score -3.121265e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209739 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -31211926.000000 Penalty: 6086.068848
	Iteration 32Q: 3 clusters Score -3.121193e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210757 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -31211252.000000 Penalty: 6086.068848
	Iteration 33Q: 3 clusters Score -3.121125e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211382 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -31210910.000000 Penalty: 6086.068848
	Iteration 34Q: 3 clusters Score -3.121091e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211770 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -31210584.000000 Penalty: 6086.068848
	Iteration 35Q: 3 clusters Score -3.121058e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211999 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -31210420.000000 Penalty: 6086.068848
	Iteration 36Q: 3 clusters Score -3.121042e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212152 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -31210320.000000 Penalty: 6086.068848
	Iteration 37Q: 3 clusters Score -3.121032e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212259 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -31210260.000000 Penalty: 6086.068848
	Iteration 38Q: 3 clusters Score -3.121026e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212336 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -31210206.000000 Penalty: 6086.068848
	Iteration 39Q: 3 clusters Score -3.121021e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212383 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -31210176.000000 Penalty: 6086.068848
	Iteration 40F: 3 clusters Score -3.121018e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212446 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -31210110.000000 Penalty: 6086.068848
	Iteration 41Q: 3 clusters Score -3.121011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212497 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -31210020.000000 Penalty: 6086.068848
	Iteration 42Q: 3 clusters Score -3.121002e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212542 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -31209998.000000 Penalty: 6086.068848
	Iteration 43Q: 3 clusters Score -3.121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212574 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -31209948.000000 Penalty: 6086.068848
	Iteration 44Q: 3 clusters Score -3.120995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212591 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -31209950.000000 Penalty: 6086.068848
	Iteration 45Q: 3 clusters Score -3.120995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212609 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -31209934.000000 Penalty: 6086.068848
	Iteration 46Q: 3 clusters Score -3.120993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -31209914.000000 Penalty: 6086.068848
	Iteration 47Q: 3 clusters Score -3.120991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212628 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -31209916.000000 Penalty: 6086.068848
	Iteration 48Q: 3 clusters Score -3.120992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212633 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -31209926.000000 Penalty: 6086.068848
	Iteration 49Q: 3 clusters Score -3.120993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -31209932.000000 Penalty: 6086.068848
	Iteration 50Q: 3 clusters Score -3.120993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -31209914.000000 Penalty: 6086.068848
	Iteration 51Q: 3 clusters Score -3.120991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212658 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -31209912.000000 Penalty: 6086.068848
	Iteration 52Q: 3 clusters Score -3.120991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212663 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31209904.000000 Penalty: 6086.068848
	Iteration 53Q: 3 clusters Score -3.12099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212664 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -31209908.000000 Penalty: 6086.068848
	Iteration 54Q: 3 clusters Score -3.120991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212663 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31209922.000000 Penalty: 6086.068848
	Iteration 55Q: 3 clusters Score -3.120992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -31209934.000000 Penalty: 6086.068848
	Iteration 56Q: 3 clusters Score -3.120993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212668 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31209940.000000 Penalty: 6086.068848
	Iteration 57Q: 3 clusters Score -3.120994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212675 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 58Q: 3 clusters Score -3.120993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212679 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -31209932.000000 Penalty: 6086.068848
	Iteration 59Q: 3 clusters Score -3.120993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212683 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31209924.000000 Penalty: 6086.068848
	Iteration 60F: 3 clusters Score -3.120992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 61Q: 3 clusters Score -3.120993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212688 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 62Q: 3 clusters Score -3.120993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212689 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -31209934.000000 Penalty: 6086.068848
	Iteration 63Q: 3 clusters Score -3.120993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212692 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -31209946.000000 Penalty: 6086.068848
	Iteration 64Q: 3 clusters Score -3.120995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212693 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31209944.000000 Penalty: 6086.068848
	Iteration 65Q: 3 clusters Score -3.120994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212694 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -31209938.000000 Penalty: 6086.068848
	Iteration 66Q: 3 clusters Score -3.120994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -31209932.000000 Penalty: 6086.068848
	Iteration 67Q: 3 clusters Score -3.120993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31209936.000000 Penalty: 6086.068848
	Iteration 68Q: 3 clusters Score -3.120994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212697 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 69Q: 3 clusters Score -3.120993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -31209932.000000 Penalty: 6086.068848
	Iteration 70Q: 3 clusters Score -3.120993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 71Q: 3 clusters Score -3.120993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31209930.000000 Penalty: 6086.068848
	Iteration 72F: 3 clusters Score -3.120993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -529834.812500 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -529834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -526107.437500 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -526107.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -526900.187500 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -526900.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -527111.375000 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -527111.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -527261.437500 Penalty: 4084.739014
	Iteration 3F: 3 clusters Score -527261.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527448.687500 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -527448.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -527646.750000 Penalty: 4084.739014
	Iteration 5F: 3 clusters Score -527646.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -527778.812500 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -527778.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -527878.750000 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -527878.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -527979.750000 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -527979.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -528071.437500 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -528071.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -528169.812500 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -528169.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -528247.812500 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -528247.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -528295.750000 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -528295.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -528333.625000 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -528333.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -528368.562500 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -528368.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -528396.875000 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -528396.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -528423.812500 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -528423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -528437.250000 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -528437.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -528452.812500 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -528452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -528460.750000 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -528460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -528468.000000 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -528468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -528473.750000 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -528473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -528477.125000 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -528477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -528478.812500 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -528478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -528478.812500 Penalty: 4084.739014
	Iteration 24F: 3 clusters Score -528478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -140917.250000 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -140917.2 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 612 members 
Entering Unmasked Estep 
Score: -139020.750000 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -139020.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140166.765625 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -140166.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -141085.437500 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -141085.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141565.125000 Penalty: 3519.151855
	Iteration 3F: 3 clusters Score -141565.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -141996.312500 Penalty: 3519.151855
	Iteration 4F: 3 clusters Score -141996.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142626.953125 Penalty: 3519.151855
	Iteration 5F: 3 clusters Score -142627 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -143186.671875 Penalty: 3519.151855
	Iteration 6F: 3 clusters Score -143186.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -143282.890625 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -143282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -143314.281250 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -143314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -143352.203125 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -143352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -143414.500000 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -143414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -143448.078125 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -143448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -143452.484375 Penalty: 3519.151855
	Iteration 12Q: 3 clusters Score -143452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -143452.484375 Penalty: 3519.151855
	Iteration 13F: 3 clusters Score -143452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 133801 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 49293 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 35413 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 39275 members 
Mstep: Class 12 contains 123230 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 29370 members 
Mstep: Class 18 contains 42877 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 37782 members 
Mstep: Class 21 contains 213267 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 192 members 
Entering Unmasked Estep 
Score: -128938720.000000 Penalty: 88441.828125
Splitting cluster 23 changes total score from -128938624.000000 to -128938720.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -829605.562500 Penalty: 2146.622803
	Iteration 0F: 2 clusters Score -829605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -824574.062500 Penalty: 4293.245605
	Iteration 0F: 3 clusters Score -824574.1 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -825747.312500 Penalty: 4293.245605
	Iteration 1F: 3 clusters Score -825747.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -825961.125000 Penalty: 4293.245605
	Iteration 2F: 3 clusters Score -825961.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -826093.312500 Penalty: 4293.245605
	Iteration 3Q: 3 clusters Score -826093.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -826195.750000 Penalty: 4293.245605
	Iteration 4Q: 3 clusters Score -826195.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -826282.812500 Penalty: 4293.245605
	Iteration 5Q: 3 clusters Score -826282.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -826365.875000 Penalty: 4293.245605
	Iteration 6Q: 3 clusters Score -826365.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -826436.375000 Penalty: 4293.245605
	Iteration 7Q: 3 clusters Score -826436.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -826517.125000 Penalty: 4293.245605
	Iteration 8Q: 3 clusters Score -826517.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -826600.000000 Penalty: 4293.245605
	Iteration 9Q: 3 clusters Score -826600 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -826693.375000 Penalty: 4293.245605
	Iteration 10Q: 3 clusters Score -826693.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -826802.562500 Penalty: 4293.245605
	Iteration 11Q: 3 clusters Score -826802.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -826908.062500 Penalty: 4293.245605
	Iteration 12Q: 3 clusters Score -826908.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -826988.812500 Penalty: 4293.245605
	Iteration 13Q: 3 clusters Score -826988.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -827074.500000 Penalty: 4293.245605
	Iteration 14Q: 3 clusters Score -827074.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -827160.625000 Penalty: 4293.245605
	Iteration 15Q: 3 clusters Score -827160.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -827239.875000 Penalty: 4293.245605
	Iteration 16Q: 3 clusters Score -827239.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -827320.750000 Penalty: 4293.245605
	Iteration 17Q: 3 clusters Score -827320.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -827387.937500 Penalty: 4293.245605
	Iteration 18Q: 3 clusters Score -827387.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -827442.687500 Penalty: 4293.245605
	Iteration 19Q: 3 clusters Score -827442.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -827505.812500 Penalty: 4293.245605
	Iteration 20F: 3 clusters Score -827505.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -827560.875000 Penalty: 4293.245605
	Iteration 21Q: 3 clusters Score -827560.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -827611.625000 Penalty: 4293.245605
	Iteration 22Q: 3 clusters Score -827611.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -827649.625000 Penalty: 4293.245605
	Iteration 23Q: 3 clusters Score -827649.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -827681.187500 Penalty: 4293.245605
	Iteration 24Q: 3 clusters Score -827681.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -827713.312500 Penalty: 4293.245605
	Iteration 25Q: 3 clusters Score -827713.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -827739.375000 Penalty: 4293.245605
	Iteration 26Q: 3 clusters Score -827739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -827755.750000 Penalty: 4293.245605
	Iteration 27Q: 3 clusters Score -827755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -827765.750000 Penalty: 4293.245605
	Iteration 28Q: 3 clusters Score -827765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -827769.000000 Penalty: 4293.245605
	Iteration 29Q: 3 clusters Score -827769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -827774.062500 Penalty: 4293.245605
	Iteration 30Q: 3 clusters Score -827774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -827779.312500 Penalty: 4293.245605
	Iteration 31Q: 3 clusters Score -827779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -827779.562500 Penalty: 4293.245605
	Iteration 32Q: 3 clusters Score -827779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -827784.437500 Penalty: 4293.245605
	Iteration 33Q: 3 clusters Score -827784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827789.562500 Penalty: 4293.245605
	Iteration 34Q: 3 clusters Score -827789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827790.812500 Penalty: 4293.245605
	Iteration 35Q: 3 clusters Score -827790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827792.250000 Penalty: 4293.245605
	Iteration 36Q: 3 clusters Score -827792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827792.250000 Penalty: 4293.245605
	Iteration 37F: 3 clusters Score -827792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -286058.031250 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -286058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283418.093750 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -283418.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283852.000000 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -283852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283965.531250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -283965.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -284032.406250 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -284032.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284075.562500 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -284075.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -284103.187500 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -284103.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284126.218750 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -284126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -284142.406250 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -284142.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -284159.312500 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -284159.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284170.656250 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -284170.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284182.437500 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -284182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -284193.156250 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -284193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -284202.625000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -284202.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -284212.437500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -284212.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -284221.375000 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -284221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -284230.593750 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -284230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -284236.343750 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -284236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284239.437500 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -284239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -284240.718750 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -284240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -284242.281250 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -284242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -284242.687500 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -284242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 133801 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 49293 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 35413 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 39275 members 
Mstep: Class 12 contains 123230 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 29370 members 
Mstep: Class 18 contains 42877 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 37782 members 
Mstep: Class 21 contains 213267 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939000.000000 Penalty: 88441.828125
Iteration 79Q: 27 clusters Score -1.28939e+08 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 43698 members 
Mstep: Class 5 contains 134109 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 49640 members 
Mstep: Class 8 contains 28965 members 
Mstep: Class 9 contains 34881 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 39340 members 
Mstep: Class 12 contains 123538 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 29360 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 10600 members 
Mstep: Class 20 contains 37775 members 
Mstep: Class 21 contains 213004 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128938776.000000 Penalty: 88441.828125
Iteration 80F: 27 clusters Score -1.289388e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 43678 members 
Mstep: Class 5 contains 134512 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 29007 members 
Mstep: Class 9 contains 34452 members 
Mstep: Class 10 contains 850 members 
Mstep: Class 11 contains 39391 members 
Mstep: Class 12 contains 123915 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 13461 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 29343 members 
Mstep: Class 18 contains 42835 members 
Mstep: Class 19 contains 10600 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 212369 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939000.000000 Penalty: 88441.828125
Iteration 81Q: 27 clusters Score -1.28939e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 8006 members 
Mstep: Class 3 contains 10210 members 
Mstep: Class 4 contains 43668 members 
Mstep: Class 5 contains 135148 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 50202 members 
Mstep: Class 8 contains 29008 members 
Mstep: Class 9 contains 34093 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 124283 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 29314 members 
Mstep: Class 18 contains 42822 members 
Mstep: Class 19 contains 10600 members 
Mstep: Class 20 contains 37749 members 
Mstep: Class 21 contains 211548 members 
Mstep: Class 22 contains 3875 members 
Mstep: Class 23 contains 1023 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939256.000000 Penalty: 88441.828125
Iteration 82Q: 27 clusters Score -1.289393e+08 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 43675 members 
Mstep: Class 5 contains 135989 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 50394 members 
Mstep: Class 8 contains 29034 members 
Mstep: Class 9 contains 33783 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 124538 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 13421 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 29275 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 10595 members 
Mstep: Class 20 contains 37743 members 
Mstep: Class 21 contains 210588 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940000.000000 Penalty: 88441.828125
Iteration 83Q: 27 clusters Score -1.2894e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 10522 members 
Mstep: Class 4 contains 43648 members 
Mstep: Class 5 contains 136876 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 50543 members 
Mstep: Class 8 contains 29059 members 
Mstep: Class 9 contains 33516 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 39450 members 
Mstep: Class 12 contains 124744 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 29235 members 
Mstep: Class 18 contains 42791 members 
Mstep: Class 19 contains 10594 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 209652 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128940608.000000 Penalty: 88441.828125
Iteration 84Q: 27 clusters Score -1.289406e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 10710 members 
Mstep: Class 4 contains 43628 members 
Mstep: Class 5 contains 137828 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 50648 members 
Mstep: Class 8 contains 29097 members 
Mstep: Class 9 contains 33334 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 124879 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 29190 members 
Mstep: Class 18 contains 42777 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 37709 members 
Mstep: Class 21 contains 208633 members 
Mstep: Class 22 contains 3975 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941328.000000 Penalty: 88441.828125
Iteration 85Q: 27 clusters Score -1.289413e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 43626 members 
Mstep: Class 5 contains 138787 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 50708 members 
Mstep: Class 8 contains 29126 members 
Mstep: Class 9 contains 33151 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 124966 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 13270 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 29159 members 
Mstep: Class 18 contains 42767 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 20 contains 37699 members 
Mstep: Class 21 contains 207660 members 
Mstep: Class 22 contains 4012 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942080.000000 Penalty: 88441.828125
Iteration 86Q: 27 clusters Score -1.289421e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 7782 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 43616 members 
Mstep: Class 5 contains 139644 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 50751 members 
Mstep: Class 8 contains 29154 members 
Mstep: Class 9 contains 32998 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 39472 members 
Mstep: Class 12 contains 124986 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 4209 members 
Mstep: Class 17 contains 29126 members 
Mstep: Class 18 contains 42759 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 37704 members 
Mstep: Class 21 contains 206866 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942248.000000 Penalty: 88441.828125
Iteration 87Q: 27 clusters Score -1.289422e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 7725 members 
Mstep: Class 3 contains 11212 members 
Mstep: Class 4 contains 43602 members 
Mstep: Class 5 contains 140429 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 50833 members 
Mstep: Class 8 contains 29194 members 
Mstep: Class 9 contains 32873 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 39485 members 
Mstep: Class 12 contains 124958 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 42756 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 37711 members 
Mstep: Class 21 contains 206129 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942808.000000 Penalty: 88441.828125
Iteration 88Q: 27 clusters Score -1.289428e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 7679 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 43610 members 
Mstep: Class 5 contains 141154 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 50920 members 
Mstep: Class 8 contains 29231 members 
Mstep: Class 9 contains 32758 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 39486 members 
Mstep: Class 12 contains 124907 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 13059 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 29080 members 
Mstep: Class 18 contains 42751 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 20 contains 37709 members 
Mstep: Class 21 contains 205448 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128942920.000000 Penalty: 88441.828125
Iteration 89Q: 27 clusters Score -1.289429e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 7628 members 
Mstep: Class 3 contains 11547 members 
Mstep: Class 4 contains 43612 members 
Mstep: Class 5 contains 141887 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 51032 members 
Mstep: Class 8 contains 29262 members 
Mstep: Class 9 contains 32677 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 39495 members 
Mstep: Class 12 contains 124814 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 29059 members 
Mstep: Class 18 contains 42745 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 37714 members 
Mstep: Class 21 contains 204757 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943496.000000 Penalty: 88441.828125
Iteration 90Q: 27 clusters Score -1.289435e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 43627 members 
Mstep: Class 5 contains 142421 members 
Mstep: Class 6 contains 9754 members 
Mstep: Class 7 contains 51104 members 
Mstep: Class 8 contains 29273 members 
Mstep: Class 9 contains 32590 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 39496 members 
Mstep: Class 12 contains 124705 members 
Mstep: Class 13 contains 2049 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12922 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 29044 members 
Mstep: Class 18 contains 42731 members 
Mstep: Class 19 contains 10590 members 
Mstep: Class 20 contains 37735 members 
Mstep: Class 21 contains 204344 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 2078 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943384.000000 Penalty: 88441.828125
Iteration 91Q: 27 clusters Score -1.289434e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 7522 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 43635 members 
Mstep: Class 5 contains 142890 members 
Mstep: Class 6 contains 9717 members 
Mstep: Class 7 contains 51178 members 
Mstep: Class 8 contains 29283 members 
Mstep: Class 9 contains 32516 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 39518 members 
Mstep: Class 12 contains 124588 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 29021 members 
Mstep: Class 18 contains 42735 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 37744 members 
Mstep: Class 21 contains 203975 members 
Mstep: Class 22 contains 4142 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5739 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943632.000000 Penalty: 88441.828125
Iteration 92Q: 27 clusters Score -1.289436e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 43657 members 
Mstep: Class 5 contains 143321 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 51251 members 
Mstep: Class 8 contains 29280 members 
Mstep: Class 9 contains 32436 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 39541 members 
Mstep: Class 12 contains 124435 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 4235 members 
Mstep: Class 17 contains 29001 members 
Mstep: Class 18 contains 42746 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 20 contains 37753 members 
Mstep: Class 21 contains 203696 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943624.000000 Penalty: 88441.828125
Iteration 93Q: 27 clusters Score -1.289436e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 43672 members 
Mstep: Class 5 contains 143769 members 
Mstep: Class 6 contains 9658 members 
Mstep: Class 7 contains 51291 members 
Mstep: Class 8 contains 29280 members 
Mstep: Class 9 contains 32368 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 39537 members 
Mstep: Class 12 contains 124252 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 28976 members 
Mstep: Class 18 contains 42755 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 20 contains 37768 members 
Mstep: Class 21 contains 203498 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943608.000000 Penalty: 88441.828125
Iteration 94Q: 27 clusters Score -1.289436e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 43687 members 
Mstep: Class 5 contains 144153 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 51311 members 
Mstep: Class 8 contains 29284 members 
Mstep: Class 9 contains 32293 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 39545 members 
Mstep: Class 12 contains 124020 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 28961 members 
Mstep: Class 18 contains 42780 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 37781 members 
Mstep: Class 21 contains 203388 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943528.000000 Penalty: 88441.828125
Iteration 95Q: 27 clusters Score -1.289435e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 3 contains 12277 members 
Mstep: Class 4 contains 43688 members 
Mstep: Class 5 contains 144578 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 51361 members 
Mstep: Class 8 contains 29274 members 
Mstep: Class 9 contains 32225 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 123826 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 28952 members 
Mstep: Class 18 contains 42775 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 203224 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2083 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943528.000000 Penalty: 88441.828125
Iteration 96Q: 27 clusters Score -1.289435e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 43676 members 
Mstep: Class 5 contains 144975 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 51403 members 
Mstep: Class 8 contains 29290 members 
Mstep: Class 9 contains 32162 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 39559 members 
Mstep: Class 12 contains 123647 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12643 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 28936 members 
Mstep: Class 18 contains 42766 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 20 contains 37808 members 
Mstep: Class 21 contains 203042 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943568.000000 Penalty: 88441.828125
Iteration 97Q: 27 clusters Score -1.289436e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 12425 members 
Mstep: Class 4 contains 43671 members 
Mstep: Class 5 contains 145372 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 51472 members 
Mstep: Class 8 contains 29287 members 
Mstep: Class 9 contains 32081 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 39581 members 
Mstep: Class 12 contains 123474 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12595 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 28928 members 
Mstep: Class 18 contains 42773 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 20 contains 37823 members 
Mstep: Class 21 contains 202852 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943752.000000 Penalty: 88441.828125
Iteration 98Q: 27 clusters Score -1.289438e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 12472 members 
Mstep: Class 4 contains 43663 members 
Mstep: Class 5 contains 145696 members 
Mstep: Class 6 contains 9569 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 29290 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 39590 members 
Mstep: Class 12 contains 123312 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12565 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 28914 members 
Mstep: Class 18 contains 42779 members 
Mstep: Class 19 contains 10577 members 
Mstep: Class 20 contains 37841 members 
Mstep: Class 21 contains 202707 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2093 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943624.000000 Penalty: 88441.828125
Iteration 99Q: 27 clusters Score -1.289436e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 12516 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 146069 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 51625 members 
Mstep: Class 8 contains 29280 members 
Mstep: Class 9 contains 31971 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 123104 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 12546 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 42788 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 37856 members 
Mstep: Class 21 contains 202555 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943368.000000 Penalty: 88441.828125
Iteration 100F: 27 clusters Score -1.289434e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 12553 members 
Mstep: Class 4 contains 43671 members 
Mstep: Class 5 contains 146433 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 51693 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 122889 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12520 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 18 contains 42794 members 
Mstep: Class 19 contains 10572 members 
Mstep: Class 20 contains 37872 members 
Mstep: Class 21 contains 202430 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943256.000000 Penalty: 88441.828125
Iteration 101Q: 27 clusters Score -1.289433e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 43666 members 
Mstep: Class 5 contains 146808 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 51729 members 
Mstep: Class 8 contains 29261 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 39615 members 
Mstep: Class 12 contains 122673 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 28879 members 
Mstep: Class 18 contains 42803 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 37882 members 
Mstep: Class 21 contains 202313 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943552.000000 Penalty: 88441.828125
Iteration 102Q: 27 clusters Score -1.289436e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 43670 members 
Mstep: Class 5 contains 147188 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 51764 members 
Mstep: Class 8 contains 29271 members 
Mstep: Class 9 contains 31831 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39615 members 
Mstep: Class 12 contains 122469 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12492 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 42797 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 37899 members 
Mstep: Class 21 contains 202169 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943776.000000 Penalty: 88441.828125
Iteration 103Q: 27 clusters Score -1.289438e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 4 contains 43686 members 
Mstep: Class 5 contains 147556 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 51804 members 
Mstep: Class 8 contains 29265 members 
Mstep: Class 9 contains 31784 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 39624 members 
Mstep: Class 12 contains 122276 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12478 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 28868 members 
Mstep: Class 18 contains 42791 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 37917 members 
Mstep: Class 21 contains 201987 members 
Mstep: Class 22 contains 4370 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943976.000000 Penalty: 88441.828125
Iteration 104Q: 27 clusters Score -1.28944e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 12657 members 
Mstep: Class 4 contains 43690 members 
Mstep: Class 5 contains 147889 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 51835 members 
Mstep: Class 8 contains 29272 members 
Mstep: Class 9 contains 31761 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39640 members 
Mstep: Class 12 contains 122078 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12462 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 28859 members 
Mstep: Class 18 contains 42793 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 37932 members 
Mstep: Class 21 contains 201827 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943944.000000 Penalty: 88441.828125
Iteration 105Q: 27 clusters Score -1.289439e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 12690 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 5 contains 148149 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 51843 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 31766 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 121873 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12440 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 28849 members 
Mstep: Class 18 contains 42795 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 37942 members 
Mstep: Class 21 contains 201751 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943600.000000 Penalty: 88441.828125
Iteration 106Q: 27 clusters Score -1.289436e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 12708 members 
Mstep: Class 4 contains 43691 members 
Mstep: Class 5 contains 148414 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 51866 members 
Mstep: Class 8 contains 29245 members 
Mstep: Class 9 contains 31760 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 39656 members 
Mstep: Class 12 contains 121665 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 28845 members 
Mstep: Class 18 contains 42792 members 
Mstep: Class 19 contains 10572 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 201696 members 
Mstep: Class 22 contains 4461 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943832.000000 Penalty: 88441.828125
Iteration 107Q: 27 clusters Score -1.289438e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 12725 members 
Mstep: Class 4 contains 43678 members 
Mstep: Class 5 contains 148670 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 51898 members 
Mstep: Class 8 contains 29228 members 
Mstep: Class 9 contains 31770 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39672 members 
Mstep: Class 12 contains 121476 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 28839 members 
Mstep: Class 18 contains 42783 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 37965 members 
Mstep: Class 21 contains 201630 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943888.000000 Penalty: 88441.828125
Iteration 108Q: 27 clusters Score -1.289439e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 12749 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 148869 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 51920 members 
Mstep: Class 8 contains 29198 members 
Mstep: Class 9 contains 31760 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39685 members 
Mstep: Class 12 contains 121363 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 42769 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 37977 members 
Mstep: Class 21 contains 201571 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943840.000000 Penalty: 88441.828125
Iteration 109Q: 27 clusters Score -1.289438e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 12768 members 
Mstep: Class 4 contains 43659 members 
Mstep: Class 5 contains 149092 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 51941 members 
Mstep: Class 8 contains 29189 members 
Mstep: Class 9 contains 31746 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 121247 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 42754 members 
Mstep: Class 19 contains 10572 members 
Mstep: Class 20 contains 37992 members 
Mstep: Class 21 contains 201449 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943768.000000 Penalty: 88441.828125
Iteration 110Q: 27 clusters Score -1.289438e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 12790 members 
Mstep: Class 4 contains 43662 members 
Mstep: Class 5 contains 149253 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 51958 members 
Mstep: Class 8 contains 29187 members 
Mstep: Class 9 contains 31740 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39713 members 
Mstep: Class 12 contains 121135 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12381 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 42745 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 38000 members 
Mstep: Class 21 contains 201371 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943768.000000 Penalty: 88441.828125
Iteration 111Q: 27 clusters Score -1.289438e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 12813 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 149390 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 51984 members 
Mstep: Class 8 contains 29180 members 
Mstep: Class 9 contains 31740 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39731 members 
Mstep: Class 12 contains 121032 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12362 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 42739 members 
Mstep: Class 19 contains 10569 members 
Mstep: Class 20 contains 38017 members 
Mstep: Class 21 contains 201304 members 
Mstep: Class 22 contains 4650 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2093 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943448.000000 Penalty: 88441.828125
Iteration 112Q: 27 clusters Score -1.289434e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 7194 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 43666 members 
Mstep: Class 5 contains 149547 members 
Mstep: Class 6 contains 9545 members 
Mstep: Class 7 contains 52002 members 
Mstep: Class 8 contains 29173 members 
Mstep: Class 9 contains 31747 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 39749 members 
Mstep: Class 12 contains 120923 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 28805 members 
Mstep: Class 18 contains 42739 members 
Mstep: Class 19 contains 10569 members 
Mstep: Class 20 contains 38031 members 
Mstep: Class 21 contains 201247 members 
Mstep: Class 22 contains 4684 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943728.000000 Penalty: 88441.828125
Iteration 113Q: 27 clusters Score -1.289437e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 43651 members 
Mstep: Class 5 contains 149690 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 52021 members 
Mstep: Class 8 contains 29166 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 39766 members 
Mstep: Class 12 contains 120829 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 42741 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 21 contains 201202 members 
Mstep: Class 22 contains 4709 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943760.000000 Penalty: 88441.828125
Iteration 114Q: 27 clusters Score -1.289438e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 12885 members 
Mstep: Class 4 contains 43648 members 
Mstep: Class 5 contains 149845 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 52035 members 
Mstep: Class 8 contains 29149 members 
Mstep: Class 9 contains 31756 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 39772 members 
Mstep: Class 12 contains 120729 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12318 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 28783 members 
Mstep: Class 18 contains 42731 members 
Mstep: Class 19 contains 10566 members 
Mstep: Class 20 contains 38047 members 
Mstep: Class 21 contains 201165 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943536.000000 Penalty: 88441.828125
Iteration 115Q: 27 clusters Score -1.289435e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 43639 members 
Mstep: Class 5 contains 150012 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 52043 members 
Mstep: Class 8 contains 29129 members 
Mstep: Class 9 contains 31762 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39769 members 
Mstep: Class 12 contains 120636 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 28764 members 
Mstep: Class 18 contains 42720 members 
Mstep: Class 19 contains 10567 members 
Mstep: Class 20 contains 38056 members 
Mstep: Class 21 contains 201138 members 
Mstep: Class 22 contains 4765 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943664.000000 Penalty: 88441.828125
Iteration 116Q: 27 clusters Score -1.289437e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 150136 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 52054 members 
Mstep: Class 8 contains 29123 members 
Mstep: Class 9 contains 31746 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39777 members 
Mstep: Class 12 contains 120560 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 42708 members 
Mstep: Class 19 contains 10566 members 
Mstep: Class 20 contains 38062 members 
Mstep: Class 21 contains 201114 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943528.000000 Penalty: 88441.828125
Iteration 117Q: 27 clusters Score -1.289435e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 43629 members 
Mstep: Class 5 contains 150296 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 52069 members 
Mstep: Class 8 contains 29111 members 
Mstep: Class 9 contains 31711 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 12 contains 120488 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 42708 members 
Mstep: Class 19 contains 10565 members 
Mstep: Class 20 contains 38063 members 
Mstep: Class 21 contains 201054 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943592.000000 Penalty: 88441.828125
Iteration 118Q: 27 clusters Score -1.289436e+08 nChanged 986
Entering ConstructFrom: 
Score: -128943592.000000 Penalty: 88441.828125
Entering ConstructFrom: 
Trying to split cluster 1 (52620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Entering Unmasked Estep 
Score: -7803405.500000 Penalty: 2695.971191
	Iteration 0F: 2 clusters Score -7803406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -7767874.500000 Penalty: 5391.942383
	Iteration 0F: 3 clusters Score -7767874 nChanged 24454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -7781650.500000 Penalty: 5391.942383
	Iteration 1F: 3 clusters Score -7781650 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -7782443.000000 Penalty: 5391.942383
	Iteration 2Q: 3 clusters Score -7782443 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -7783355.500000 Penalty: 5391.942383
	Iteration 3Q: 3 clusters Score -7783356 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -7784614.500000 Penalty: 5391.942383
	Iteration 4F: 3 clusters Score -7784614 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -7786635.500000 Penalty: 5391.942383
	Iteration 5F: 3 clusters Score -7786636 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -7789420.000000 Penalty: 5391.942383
	Iteration 6F: 3 clusters Score -7789420 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -7792933.500000 Penalty: 5391.942383
	Iteration 7F: 3 clusters Score -7792934 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7796199.500000 Penalty: 5391.942383
	Iteration 8F: 3 clusters Score -7796200 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7798706.000000 Penalty: 5391.942383
	Iteration 9Q: 3 clusters Score -7798706 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7800269.500000 Penalty: 5391.942383
	Iteration 10Q: 3 clusters Score -7800270 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7801225.000000 Penalty: 5391.942383
	Iteration 11Q: 3 clusters Score -7801225 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7801713.000000 Penalty: 5391.942383
	Iteration 12Q: 3 clusters Score -7801713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7801947.500000 Penalty: 5391.942383
	Iteration 13Q: 3 clusters Score -7801948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7802095.500000 Penalty: 5391.942383
	Iteration 14Q: 3 clusters Score -7802096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7802189.000000 Penalty: 5391.942383
	Iteration 15Q: 3 clusters Score -7802189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7802215.000000 Penalty: 5391.942383
	Iteration 16Q: 3 clusters Score -7802215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7802247.000000 Penalty: 5391.942383
	Iteration 17Q: 3 clusters Score -7802247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7802252.500000 Penalty: 5391.942383
	Iteration 18Q: 3 clusters Score -7802252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7802262.000000 Penalty: 5391.942383
	Iteration 19Q: 3 clusters Score -7802262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7802441.500000 Penalty: 5391.942383
	Iteration 20F: 3 clusters Score -7802442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7802575.500000 Penalty: 5391.942383
	Iteration 21Q: 3 clusters Score -7802576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7802634.000000 Penalty: 5391.942383
	Iteration 22Q: 3 clusters Score -7802634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7802673.000000 Penalty: 5391.942383
	Iteration 23Q: 3 clusters Score -7802673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7802703.500000 Penalty: 5391.942383
	Iteration 24Q: 3 clusters Score -7802704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7802714.000000 Penalty: 5391.942383
	Iteration 25Q: 3 clusters Score -7802714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7802728.500000 Penalty: 5391.942383
	Iteration 26Q: 3 clusters Score -7802728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7802726.000000 Penalty: 5391.942383
	Iteration 27Q: 3 clusters Score -7802726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7802728.000000 Penalty: 5391.942383
	Iteration 28Q: 3 clusters Score -7802728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7802734.000000 Penalty: 5391.942383
	Iteration 29Q: 3 clusters Score -7802734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7802732.500000 Penalty: 5391.942383
	Iteration 30Q: 3 clusters Score -7802732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7802737.500000 Penalty: 5391.942383
	Iteration 31Q: 3 clusters Score -7802738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7802737.500000 Penalty: 5391.942383
	Iteration 32F: 3 clusters Score -7802738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -973025.750000 Penalty: 2201.694336
	Iteration 0F: 2 clusters Score -973025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -967115.000000 Penalty: 4403.388672
	Iteration 0F: 3 clusters Score -967115 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -968764.437500 Penalty: 4403.388672
	Iteration 1F: 3 clusters Score -968764.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -969117.875000 Penalty: 4403.388672
	Iteration 2F: 3 clusters Score -969117.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -969402.000000 Penalty: 4403.388672
	Iteration 3F: 3 clusters Score -969402 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -969626.000000 Penalty: 4403.388672
	Iteration 4F: 3 clusters Score -969626 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -969816.937500 Penalty: 4403.388672
	Iteration 5Q: 3 clusters Score -969816.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -970012.687500 Penalty: 4403.388672
	Iteration 6Q: 3 clusters Score -970012.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -970189.500000 Penalty: 4403.388672
	Iteration 7Q: 3 clusters Score -970189.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -970338.062500 Penalty: 4403.388672
	Iteration 8Q: 3 clusters Score -970338.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -970495.562500 Penalty: 4403.388672
	Iteration 9Q: 3 clusters Score -970495.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -970666.062500 Penalty: 4403.388672
	Iteration 10Q: 3 clusters Score -970666.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -970844.937500 Penalty: 4403.388672
	Iteration 11Q: 3 clusters Score -970844.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -971040.750000 Penalty: 4403.388672
	Iteration 12Q: 3 clusters Score -971040.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -971186.875000 Penalty: 4403.388672
	Iteration 13Q: 3 clusters Score -971186.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -971313.500000 Penalty: 4403.388672
	Iteration 14Q: 3 clusters Score -971313.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -971429.250000 Penalty: 4403.388672
	Iteration 15Q: 3 clusters Score -971429.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -971520.500000 Penalty: 4403.388672
	Iteration 16Q: 3 clusters Score -971520.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -971582.312500 Penalty: 4403.388672
	Iteration 17Q: 3 clusters Score -971582.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -971624.687500 Penalty: 4403.388672
	Iteration 18Q: 3 clusters Score -971624.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -971650.000000 Penalty: 4403.388672
	Iteration 19Q: 3 clusters Score -971650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -971672.500000 Penalty: 4403.388672
	Iteration 20F: 3 clusters Score -971672.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -971690.375000 Penalty: 4403.388672
	Iteration 21Q: 3 clusters Score -971690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -971705.062500 Penalty: 4403.388672
	Iteration 22Q: 3 clusters Score -971705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -971715.562500 Penalty: 4403.388672
	Iteration 23Q: 3 clusters Score -971715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -971730.312500 Penalty: 4403.388672
	Iteration 24Q: 3 clusters Score -971730.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -971734.812500 Penalty: 4403.388672
	Iteration 25Q: 3 clusters Score -971734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -971743.937500 Penalty: 4403.388672
	Iteration 26Q: 3 clusters Score -971743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -971747.937500 Penalty: 4403.388672
	Iteration 27Q: 3 clusters Score -971747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -971758.250000 Penalty: 4403.388672
	Iteration 28Q: 3 clusters Score -971758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -971765.375000 Penalty: 4403.388672
	Iteration 29Q: 3 clusters Score -971765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -971769.812500 Penalty: 4403.388672
	Iteration 30Q: 3 clusters Score -971769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -971775.312500 Penalty: 4403.388672
	Iteration 31Q: 3 clusters Score -971775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -971776.750000 Penalty: 4403.388672
	Iteration 32Q: 3 clusters Score -971776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -971782.875000 Penalty: 4403.388672
	Iteration 33Q: 3 clusters Score -971782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -971784.562500 Penalty: 4403.388672
	Iteration 34Q: 3 clusters Score -971784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -971785.562500 Penalty: 4403.388672
	Iteration 35Q: 3 clusters Score -971785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -971789.187500 Penalty: 4403.388672
	Iteration 36Q: 3 clusters Score -971789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -971790.375000 Penalty: 4403.388672
	Iteration 37Q: 3 clusters Score -971790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -971790.375000 Penalty: 4403.388672
	Iteration 38F: 3 clusters Score -971790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Entering Unmasked Estep 
Score: -1733553.750000 Penalty: 2348.006836
	Iteration 0F: 2 clusters Score -1733554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1724006.875000 Penalty: 4696.013672
	Iteration 0F: 3 clusters Score -1724007 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1727059.125000 Penalty: 4696.013672
	Iteration 1F: 3 clusters Score -1727059 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1727426.250000 Penalty: 4696.013672
	Iteration 2F: 3 clusters Score -1727426 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1727681.125000 Penalty: 4696.013672
	Iteration 3Q: 3 clusters Score -1727681 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1727906.500000 Penalty: 4696.013672
	Iteration 4Q: 3 clusters Score -1727906 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1728088.500000 Penalty: 4696.013672
	Iteration 5Q: 3 clusters Score -1728088 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1728258.625000 Penalty: 4696.013672
	Iteration 6Q: 3 clusters Score -1728259 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1728415.000000 Penalty: 4696.013672
	Iteration 7Q: 3 clusters Score -1728415 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1728584.250000 Penalty: 4696.013672
	Iteration 8Q: 3 clusters Score -1728584 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1728793.000000 Penalty: 4696.013672
	Iteration 9Q: 3 clusters Score -1728793 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1729067.375000 Penalty: 4696.013672
	Iteration 10Q: 3 clusters Score -1729067 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1729387.000000 Penalty: 4696.013672
	Iteration 11Q: 3 clusters Score -1729387 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1729771.250000 Penalty: 4696.013672
	Iteration 12Q: 3 clusters Score -1729771 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1730192.000000 Penalty: 4696.013672
	Iteration 13Q: 3 clusters Score -1730192 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1730598.250000 Penalty: 4696.013672
	Iteration 14Q: 3 clusters Score -1730598 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1730942.375000 Penalty: 4696.013672
	Iteration 15Q: 3 clusters Score -1730942 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1731233.250000 Penalty: 4696.013672
	Iteration 16Q: 3 clusters Score -1731233 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1731424.250000 Penalty: 4696.013672
	Iteration 17Q: 3 clusters Score -1731424 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1731537.500000 Penalty: 4696.013672
	Iteration 18Q: 3 clusters Score -1731538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1731611.125000 Penalty: 4696.013672
	Iteration 19Q: 3 clusters Score -1731611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1731651.500000 Penalty: 4696.013672
	Iteration 20F: 3 clusters Score -1731652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1731680.375000 Penalty: 4696.013672
	Iteration 21Q: 3 clusters Score -1731680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1731703.875000 Penalty: 4696.013672
	Iteration 22Q: 3 clusters Score -1731704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1731713.125000 Penalty: 4696.013672
	Iteration 23Q: 3 clusters Score -1731713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1731722.500000 Penalty: 4696.013672
	Iteration 24Q: 3 clusters Score -1731722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1731731.375000 Penalty: 4696.013672
	Iteration 25Q: 3 clusters Score -1731731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1731735.750000 Penalty: 4696.013672
	Iteration 26Q: 3 clusters Score -1731736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1731742.375000 Penalty: 4696.013672
	Iteration 27Q: 3 clusters Score -1731742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1731748.625000 Penalty: 4696.013672
	Iteration 28Q: 3 clusters Score -1731749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1731748.000000 Penalty: 4696.013672
	Iteration 29Q: 3 clusters Score -1731748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1731748.000000 Penalty: 4696.013672
	Iteration 30F: 3 clusters Score -1731748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Entering Unmasked Estep 
Score: -6411077.000000 Penalty: 2649.462646
	Iteration 0F: 2 clusters Score -6411077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -6381468.500000 Penalty: 5298.925293
	Iteration 0F: 3 clusters Score -6381468 nChanged 20069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -6392671.500000 Penalty: 5298.925293
	Iteration 1F: 3 clusters Score -6392672 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -6393288.000000 Penalty: 5298.925293
	Iteration 2Q: 3 clusters Score -6393288 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6393967.500000 Penalty: 5298.925293
	Iteration 3Q: 3 clusters Score -6393968 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6394898.500000 Penalty: 5298.925293
	Iteration 4Q: 3 clusters Score -6394898 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -6396352.000000 Penalty: 5298.925293
	Iteration 5F: 3 clusters Score -6396352 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6398761.000000 Penalty: 5298.925293
	Iteration 6F: 3 clusters Score -6398761 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -6401927.500000 Penalty: 5298.925293
	Iteration 7F: 3 clusters Score -6401928 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -6405043.000000 Penalty: 5298.925293
	Iteration 8F: 3 clusters Score -6405043 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6407158.500000 Penalty: 5298.925293
	Iteration 9Q: 3 clusters Score -6407158 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6408092.500000 Penalty: 5298.925293
	Iteration 10Q: 3 clusters Score -6408092 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -6408413.000000 Penalty: 5298.925293
	Iteration 11Q: 3 clusters Score -6408413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -6408546.500000 Penalty: 5298.925293
	Iteration 12Q: 3 clusters Score -6408546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -6408620.000000 Penalty: 5298.925293
	Iteration 13Q: 3 clusters Score -6408620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -6408664.000000 Penalty: 5298.925293
	Iteration 14Q: 3 clusters Score -6408664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -6408687.500000 Penalty: 5298.925293
	Iteration 15Q: 3 clusters Score -6408688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -6408700.500000 Penalty: 5298.925293
	Iteration 16Q: 3 clusters Score -6408700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -6408714.500000 Penalty: 5298.925293
	Iteration 17Q: 3 clusters Score -6408714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -6408717.000000 Penalty: 5298.925293
	Iteration 18Q: 3 clusters Score -6408717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6408728.500000 Penalty: 5298.925293
	Iteration 19Q: 3 clusters Score -6408728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -6408730.500000 Penalty: 5298.925293
	Iteration 20F: 3 clusters Score -6408730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -6408739.000000 Penalty: 5298.925293
	Iteration 21Q: 3 clusters Score -6408739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -6408748.500000 Penalty: 5298.925293
	Iteration 22Q: 3 clusters Score -6408748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6408755.000000 Penalty: 5298.925293
	Iteration 23Q: 3 clusters Score -6408755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6408768.500000 Penalty: 5298.925293
	Iteration 24Q: 3 clusters Score -6408768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6408769.000000 Penalty: 5298.925293
	Iteration 25Q: 3 clusters Score -6408769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6408769.000000 Penalty: 5298.925293
	Iteration 26Q: 3 clusters Score -6408769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6408771.500000 Penalty: 5298.925293
	Iteration 27Q: 3 clusters Score -6408772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6408771.500000 Penalty: 5298.925293
	Iteration 28Q: 3 clusters Score -6408772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6408772.000000 Penalty: 5298.925293
	Iteration 29Q: 3 clusters Score -6408772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6408772.000000 Penalty: 5298.925293
	Iteration 30F: 3 clusters Score -6408772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (150478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Entering Unmasked Estep 
Score: -22096476.000000 Penalty: 2956.549805
	Iteration 0F: 2 clusters Score -2.209648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -21998952.000000 Penalty: 5913.099609
	Iteration 0F: 3 clusters Score -2.199895e+07 nChanged 72170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -22041108.000000 Penalty: 5913.099609
	Iteration 1F: 3 clusters Score -2.204111e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -22042160.000000 Penalty: 5913.099609
	Iteration 2Q: 3 clusters Score -2.204216e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -22043400.000000 Penalty: 5913.099609
	Iteration 3Q: 3 clusters Score -2.20434e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -22045358.000000 Penalty: 5913.099609
	Iteration 4Q: 3 clusters Score -2.204536e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -22048740.000000 Penalty: 5913.099609
	Iteration 5Q: 3 clusters Score -2.204874e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -22053728.000000 Penalty: 5913.099609
	Iteration 6F: 3 clusters Score -2.205373e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -22060756.000000 Penalty: 5913.099609
	Iteration 7F: 3 clusters Score -2.206076e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -22068774.000000 Penalty: 5913.099609
	Iteration 8F: 3 clusters Score -2.206877e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -22075250.000000 Penalty: 5913.099609
	Iteration 9F: 3 clusters Score -2.207525e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -22078604.000000 Penalty: 5913.099609
	Iteration 10Q: 3 clusters Score -2.20786e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -22079872.000000 Penalty: 5913.099609
	Iteration 11Q: 3 clusters Score -2.207987e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -22080582.000000 Penalty: 5913.099609
	Iteration 12Q: 3 clusters Score -2.208058e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -22081118.000000 Penalty: 5913.099609
	Iteration 13Q: 3 clusters Score -2.208112e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -22081422.000000 Penalty: 5913.099609
	Iteration 14Q: 3 clusters Score -2.208142e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -22081858.000000 Penalty: 5913.099609
	Iteration 15Q: 3 clusters Score -2.208186e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -22082236.000000 Penalty: 5913.099609
	Iteration 16Q: 3 clusters Score -2.208224e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -22082558.000000 Penalty: 5913.099609
	Iteration 17Q: 3 clusters Score -2.208256e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -22082818.000000 Penalty: 5913.099609
	Iteration 18Q: 3 clusters Score -2.208282e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -22083150.000000 Penalty: 5913.099609
	Iteration 19Q: 3 clusters Score -2.208315e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -22083434.000000 Penalty: 5913.099609
	Iteration 20F: 3 clusters Score -2.208343e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -22083762.000000 Penalty: 5913.099609
	Iteration 21Q: 3 clusters Score -2.208376e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -22084044.000000 Penalty: 5913.099609
	Iteration 22Q: 3 clusters Score -2.208404e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -22084244.000000 Penalty: 5913.099609
	Iteration 23Q: 3 clusters Score -2.208424e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -22084544.000000 Penalty: 5913.099609
	Iteration 24Q: 3 clusters Score -2.208454e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -22084824.000000 Penalty: 5913.099609
	Iteration 25Q: 3 clusters Score -2.208482e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -22085286.000000 Penalty: 5913.099609
	Iteration 26Q: 3 clusters Score -2.208529e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -22085686.000000 Penalty: 5913.099609
	Iteration 27Q: 3 clusters Score -2.208569e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -22085942.000000 Penalty: 5913.099609
	Iteration 28Q: 3 clusters Score -2.208594e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -22086154.000000 Penalty: 5913.099609
	Iteration 29Q: 3 clusters Score -2.208615e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -22086436.000000 Penalty: 5913.099609
	Iteration 30Q: 3 clusters Score -2.208644e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -22086716.000000 Penalty: 5913.099609
	Iteration 31Q: 3 clusters Score -2.208672e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -22087026.000000 Penalty: 5913.099609
	Iteration 32Q: 3 clusters Score -2.208703e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -22087300.000000 Penalty: 5913.099609
	Iteration 33Q: 3 clusters Score -2.20873e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -22087510.000000 Penalty: 5913.099609
	Iteration 34Q: 3 clusters Score -2.208751e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -22087714.000000 Penalty: 5913.099609
	Iteration 35Q: 3 clusters Score -2.208771e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -22087856.000000 Penalty: 5913.099609
	Iteration 36Q: 3 clusters Score -2.208786e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -22087928.000000 Penalty: 5913.099609
	Iteration 37Q: 3 clusters Score -2.208793e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -22087870.000000 Penalty: 5913.099609
	Iteration 38Q: 3 clusters Score -2.208787e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -22087964.000000 Penalty: 5913.099609
	Iteration 39Q: 3 clusters Score -2.208796e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -22088054.000000 Penalty: 5913.099609
	Iteration 40F: 3 clusters Score -2.208805e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -22088104.000000 Penalty: 5913.099609
	Iteration 41Q: 3 clusters Score -2.20881e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -22088174.000000 Penalty: 5913.099609
	Iteration 42Q: 3 clusters Score -2.208817e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -22088144.000000 Penalty: 5913.099609
	Iteration 43Q: 3 clusters Score -2.208814e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -22088214.000000 Penalty: 5913.099609
	Iteration 44Q: 3 clusters Score -2.208821e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -22088214.000000 Penalty: 5913.099609
	Iteration 45Q: 3 clusters Score -2.208821e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -22088236.000000 Penalty: 5913.099609
	Iteration 46Q: 3 clusters Score -2.208824e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -22088300.000000 Penalty: 5913.099609
	Iteration 47Q: 3 clusters Score -2.20883e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -22088320.000000 Penalty: 5913.099609
	Iteration 48Q: 3 clusters Score -2.208832e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -22088336.000000 Penalty: 5913.099609
	Iteration 49Q: 3 clusters Score -2.208834e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -22088388.000000 Penalty: 5913.099609
	Iteration 50Q: 3 clusters Score -2.208839e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -22088454.000000 Penalty: 5913.099609
	Iteration 51Q: 3 clusters Score -2.208845e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -22088500.000000 Penalty: 5913.099609
	Iteration 52Q: 3 clusters Score -2.20885e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -22088522.000000 Penalty: 5913.099609
	Iteration 53Q: 3 clusters Score -2.208852e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -22088540.000000 Penalty: 5913.099609
	Iteration 54Q: 3 clusters Score -2.208854e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -22088572.000000 Penalty: 5913.099609
	Iteration 55Q: 3 clusters Score -2.208857e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -22088570.000000 Penalty: 5913.099609
	Iteration 56Q: 3 clusters Score -2.208857e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -22088574.000000 Penalty: 5913.099609
	Iteration 57Q: 3 clusters Score -2.208857e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -22088568.000000 Penalty: 5913.099609
	Iteration 58Q: 3 clusters Score -2.208857e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -22088570.000000 Penalty: 5913.099609
	Iteration 59Q: 3 clusters Score -2.208857e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -22088556.000000 Penalty: 5913.099609
	Iteration 60F: 3 clusters Score -2.208856e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -22088594.000000 Penalty: 5913.099609
	Iteration 61Q: 3 clusters Score -2.208859e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -22088526.000000 Penalty: 5913.099609
	Iteration 62Q: 3 clusters Score -2.208853e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -22088548.000000 Penalty: 5913.099609
	Iteration 63Q: 3 clusters Score -2.208855e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -22088512.000000 Penalty: 5913.099609
	Iteration 64Q: 3 clusters Score -2.208851e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -22088554.000000 Penalty: 5913.099609
	Iteration 65Q: 3 clusters Score -2.208855e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -22088558.000000 Penalty: 5913.099609
	Iteration 66Q: 3 clusters Score -2.208856e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -22088578.000000 Penalty: 5913.099609
	Iteration 67Q: 3 clusters Score -2.208858e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -22088586.000000 Penalty: 5913.099609
	Iteration 68Q: 3 clusters Score -2.208859e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -22088642.000000 Penalty: 5913.099609
	Iteration 69Q: 3 clusters Score -2.208864e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -22088686.000000 Penalty: 5913.099609
	Iteration 70Q: 3 clusters Score -2.208869e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -22088706.000000 Penalty: 5913.099609
	Iteration 71Q: 3 clusters Score -2.208871e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -22088746.000000 Penalty: 5913.099609
	Iteration 72Q: 3 clusters Score -2.208875e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -22088732.000000 Penalty: 5913.099609
	Iteration 73Q: 3 clusters Score -2.208873e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -22088722.000000 Penalty: 5913.099609
	Iteration 74Q: 3 clusters Score -2.208872e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -22088758.000000 Penalty: 5913.099609
	Iteration 75Q: 3 clusters Score -2.208876e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -22088826.000000 Penalty: 5913.099609
	Iteration 76Q: 3 clusters Score -2.208883e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -22088826.000000 Penalty: 5913.099609
	Iteration 77Q: 3 clusters Score -2.208883e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -22088846.000000 Penalty: 5913.099609
	Iteration 78Q: 3 clusters Score -2.208885e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -22088910.000000 Penalty: 5913.099609
	Iteration 79Q: 3 clusters Score -2.208891e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -22088926.000000 Penalty: 5913.099609
	Iteration 80F: 3 clusters Score -2.208893e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -22089002.000000 Penalty: 5913.099609
	Iteration 81Q: 3 clusters Score -2.2089e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -22089058.000000 Penalty: 5913.099609
	Iteration 82Q: 3 clusters Score -2.208906e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -22089058.000000 Penalty: 5913.099609
	Iteration 83Q: 3 clusters Score -2.208906e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -22089038.000000 Penalty: 5913.099609
	Iteration 84Q: 3 clusters Score -2.208904e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -22089090.000000 Penalty: 5913.099609
	Iteration 85Q: 3 clusters Score -2.208909e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -22089124.000000 Penalty: 5913.099609
	Iteration 86Q: 3 clusters Score -2.208912e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -22089100.000000 Penalty: 5913.099609
	Iteration 87Q: 3 clusters Score -2.20891e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -22089190.000000 Penalty: 5913.099609
	Iteration 88Q: 3 clusters Score -2.208919e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -22089202.000000 Penalty: 5913.099609
	Iteration 89Q: 3 clusters Score -2.20892e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -22089234.000000 Penalty: 5913.099609
	Iteration 90Q: 3 clusters Score -2.208923e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -22089262.000000 Penalty: 5913.099609
	Iteration 91Q: 3 clusters Score -2.208926e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -22089340.000000 Penalty: 5913.099609
	Iteration 92Q: 3 clusters Score -2.208934e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -22089388.000000 Penalty: 5913.099609
	Iteration 93Q: 3 clusters Score -2.208939e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -22089456.000000 Penalty: 5913.099609
	Iteration 94Q: 3 clusters Score -2.208946e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -22089494.000000 Penalty: 5913.099609
	Iteration 95Q: 3 clusters Score -2.208949e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -22089508.000000 Penalty: 5913.099609
	Iteration 96Q: 3 clusters Score -2.208951e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -22089554.000000 Penalty: 5913.099609
	Iteration 97Q: 3 clusters Score -2.208955e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -22089624.000000 Penalty: 5913.099609
	Iteration 98Q: 3 clusters Score -2.208962e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -22089740.000000 Penalty: 5913.099609
	Iteration 99Q: 3 clusters Score -2.208974e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -22089818.000000 Penalty: 5913.099609
	Iteration 100F: 3 clusters Score -2.208982e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -22089904.000000 Penalty: 5913.099609
	Iteration 101Q: 3 clusters Score -2.20899e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -22090018.000000 Penalty: 5913.099609
	Iteration 102Q: 3 clusters Score -2.209002e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -22090096.000000 Penalty: 5913.099609
	Iteration 103Q: 3 clusters Score -2.20901e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -22090144.000000 Penalty: 5913.099609
	Iteration 104Q: 3 clusters Score -2.209014e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -22090172.000000 Penalty: 5913.099609
	Iteration 105Q: 3 clusters Score -2.209017e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -22090154.000000 Penalty: 5913.099609
	Iteration 106Q: 3 clusters Score -2.209015e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -22090206.000000 Penalty: 5913.099609
	Iteration 107Q: 3 clusters Score -2.209021e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -22090316.000000 Penalty: 5913.099609
	Iteration 108Q: 3 clusters Score -2.209032e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -22090396.000000 Penalty: 5913.099609
	Iteration 109Q: 3 clusters Score -2.20904e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -22090542.000000 Penalty: 5913.099609
	Iteration 110Q: 3 clusters Score -2.209054e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -22090544.000000 Penalty: 5913.099609
	Iteration 111Q: 3 clusters Score -2.209054e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -22090660.000000 Penalty: 5913.099609
	Iteration 112Q: 3 clusters Score -2.209066e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -22090766.000000 Penalty: 5913.099609
	Iteration 113Q: 3 clusters Score -2.209077e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -22090906.000000 Penalty: 5913.099609
	Iteration 114Q: 3 clusters Score -2.209091e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -22091052.000000 Penalty: 5913.099609
	Iteration 115Q: 3 clusters Score -2.209105e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -22091212.000000 Penalty: 5913.099609
	Iteration 116Q: 3 clusters Score -2.209121e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -22091332.000000 Penalty: 5913.099609
	Iteration 117Q: 3 clusters Score -2.209133e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -22091394.000000 Penalty: 5913.099609
	Iteration 118Q: 3 clusters Score -2.209139e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -22091618.000000 Penalty: 5913.099609
	Iteration 119Q: 3 clusters Score -2.209162e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -22091850.000000 Penalty: 5913.099609
	Iteration 120F: 3 clusters Score -2.209185e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -22092014.000000 Penalty: 5913.099609
	Iteration 121Q: 3 clusters Score -2.209201e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -22092390.000000 Penalty: 5913.099609
	Iteration 122Q: 3 clusters Score -2.209239e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -22092694.000000 Penalty: 5913.099609
	Iteration 123Q: 3 clusters Score -2.209269e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -22093012.000000 Penalty: 5913.099609
	Iteration 124Q: 3 clusters Score -2.209301e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123142 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -22092996.000000 Penalty: 5913.099609
	Iteration 125Q: 3 clusters Score -2.2093e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -22093240.000000 Penalty: 5913.099609
	Iteration 126Q: 3 clusters Score -2.209324e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -22093404.000000 Penalty: 5913.099609
	Iteration 127Q: 3 clusters Score -2.20934e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -22093520.000000 Penalty: 5913.099609
	Iteration 128Q: 3 clusters Score -2.209352e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134561 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -22093694.000000 Penalty: 5913.099609
	Iteration 129Q: 3 clusters Score -2.209369e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136922 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -22094062.000000 Penalty: 5913.099609
	Iteration 130Q: 3 clusters Score -2.209406e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -22094312.000000 Penalty: 5913.099609
	Iteration 131Q: 3 clusters Score -2.209431e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140900 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -22094342.000000 Penalty: 5913.099609
	Iteration 132Q: 3 clusters Score -2.209434e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -22094436.000000 Penalty: 5913.099609
	Iteration 133Q: 3 clusters Score -2.209444e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -22094568.000000 Penalty: 5913.099609
	Iteration 134Q: 3 clusters Score -2.209457e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -22094456.000000 Penalty: 5913.099609
	Iteration 135Q: 3 clusters Score -2.209446e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144562 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22094432.000000 Penalty: 5913.099609
	Iteration 136Q: 3 clusters Score -2.209443e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144795 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -22094486.000000 Penalty: 5913.099609
	Iteration 137Q: 3 clusters Score -2.209449e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -22094426.000000 Penalty: 5913.099609
	Iteration 138Q: 3 clusters Score -2.209443e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -22094448.000000 Penalty: 5913.099609
	Iteration 139Q: 3 clusters Score -2.209445e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -22094774.000000 Penalty: 5913.099609
	Iteration 140F: 3 clusters Score -2.209477e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146061 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -22094774.000000 Penalty: 5913.099609
	Iteration 141Q: 3 clusters Score -2.209477e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146827 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22094854.000000 Penalty: 5913.099609
	Iteration 142Q: 3 clusters Score -2.209485e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147407 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -22094768.000000 Penalty: 5913.099609
	Iteration 143Q: 3 clusters Score -2.209477e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -22094754.000000 Penalty: 5913.099609
	Iteration 144Q: 3 clusters Score -2.209475e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22094708.000000 Penalty: 5913.099609
	Iteration 145Q: 3 clusters Score -2.209471e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22094710.000000 Penalty: 5913.099609
	Iteration 146Q: 3 clusters Score -2.209471e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148629 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22094746.000000 Penalty: 5913.099609
	Iteration 147Q: 3 clusters Score -2.209475e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22094754.000000 Penalty: 5913.099609
	Iteration 148Q: 3 clusters Score -2.209475e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22094736.000000 Penalty: 5913.099609
	Iteration 149Q: 3 clusters Score -2.209474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148963 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22094744.000000 Penalty: 5913.099609
	Iteration 150Q: 3 clusters Score -2.209474e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22094692.000000 Penalty: 5913.099609
	Iteration 151Q: 3 clusters Score -2.209469e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22094682.000000 Penalty: 5913.099609
	Iteration 152Q: 3 clusters Score -2.209468e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22094630.000000 Penalty: 5913.099609
	Iteration 153Q: 3 clusters Score -2.209463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22094620.000000 Penalty: 5913.099609
	Iteration 154Q: 3 clusters Score -2.209462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22094642.000000 Penalty: 5913.099609
	Iteration 155Q: 3 clusters Score -2.209464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22094652.000000 Penalty: 5913.099609
	Iteration 156Q: 3 clusters Score -2.209465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22094648.000000 Penalty: 5913.099609
	Iteration 157Q: 3 clusters Score -2.209465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22094638.000000 Penalty: 5913.099609
	Iteration 158Q: 3 clusters Score -2.209464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22094642.000000 Penalty: 5913.099609
	Iteration 159Q: 3 clusters Score -2.209464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22094638.000000 Penalty: 5913.099609
	Iteration 160F: 3 clusters Score -2.209464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22094644.000000 Penalty: 5913.099609
	Iteration 161Q: 3 clusters Score -2.209464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149353 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22094650.000000 Penalty: 5913.099609
	Iteration 162Q: 3 clusters Score -2.209465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -22094660.000000 Penalty: 5913.099609
	Iteration 163Q: 3 clusters Score -2.209466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22094658.000000 Penalty: 5913.099609
	Iteration 164Q: 3 clusters Score -2.209466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22094676.000000 Penalty: 5913.099609
	Iteration 165Q: 3 clusters Score -2.209468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -22094660.000000 Penalty: 5913.099609
	Iteration 166Q: 3 clusters Score -2.209466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22094658.000000 Penalty: 5913.099609
	Iteration 167Q: 3 clusters Score -2.209466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22094654.000000 Penalty: 5913.099609
	Iteration 168Q: 3 clusters Score -2.209465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22094638.000000 Penalty: 5913.099609
	Iteration 169Q: 3 clusters Score -2.209464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22094640.000000 Penalty: 5913.099609
	Iteration 170Q: 3 clusters Score -2.209464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22094634.000000 Penalty: 5913.099609
	Iteration 171Q: 3 clusters Score -2.209463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -22094630.000000 Penalty: 5913.099609
	Iteration 172Q: 3 clusters Score -2.209463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22094624.000000 Penalty: 5913.099609
	Iteration 173Q: 3 clusters Score -2.209462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -22094630.000000 Penalty: 5913.099609
	Iteration 174Q: 3 clusters Score -2.209463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22094624.000000 Penalty: 5913.099609
	Iteration 175Q: 3 clusters Score -2.209462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149424 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22094620.000000 Penalty: 5913.099609
	Iteration 176Q: 3 clusters Score -2.209462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22094610.000000 Penalty: 5913.099609
	Iteration 177Q: 3 clusters Score -2.209461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22094610.000000 Penalty: 5913.099609
	Iteration 178F: 3 clusters Score -2.209461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -1354953.250000 Penalty: 2273.575195
	Iteration 0F: 2 clusters Score -1354953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1347599.875000 Penalty: 4547.150391
	Iteration 0F: 3 clusters Score -1347600 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1349675.000000 Penalty: 4547.150391
	Iteration 1F: 3 clusters Score -1349675 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1349979.500000 Penalty: 4547.150391
	Iteration 2F: 3 clusters Score -1349980 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1350203.375000 Penalty: 4547.150391
	Iteration 3Q: 3 clusters Score -1350203 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1350415.875000 Penalty: 4547.150391
	Iteration 4Q: 3 clusters Score -1350416 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1350652.500000 Penalty: 4547.150391
	Iteration 5Q: 3 clusters Score -1350652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1350946.125000 Penalty: 4547.150391
	Iteration 6Q: 3 clusters Score -1350946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1351259.625000 Penalty: 4547.150391
	Iteration 7Q: 3 clusters Score -1351260 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1351616.875000 Penalty: 4547.150391
	Iteration 8Q: 3 clusters Score -1351617 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1351979.750000 Penalty: 4547.150391
	Iteration 9Q: 3 clusters Score -1351980 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1352322.500000 Penalty: 4547.150391
	Iteration 10Q: 3 clusters Score -1352322 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1352686.875000 Penalty: 4547.150391
	Iteration 11Q: 3 clusters Score -1352687 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1352956.750000 Penalty: 4547.150391
	Iteration 12Q: 3 clusters Score -1352957 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1353148.125000 Penalty: 4547.150391
	Iteration 13Q: 3 clusters Score -1353148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1353281.500000 Penalty: 4547.150391
	Iteration 14Q: 3 clusters Score -1353282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1353365.875000 Penalty: 4547.150391
	Iteration 15Q: 3 clusters Score -1353366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1353420.625000 Penalty: 4547.150391
	Iteration 16Q: 3 clusters Score -1353421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1353462.500000 Penalty: 4547.150391
	Iteration 17Q: 3 clusters Score -1353462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1353495.000000 Penalty: 4547.150391
	Iteration 18Q: 3 clusters Score -1353495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1353523.250000 Penalty: 4547.150391
	Iteration 19Q: 3 clusters Score -1353523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1353544.875000 Penalty: 4547.150391
	Iteration 20F: 3 clusters Score -1353545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1353561.625000 Penalty: 4547.150391
	Iteration 21Q: 3 clusters Score -1353562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1353571.375000 Penalty: 4547.150391
	Iteration 22Q: 3 clusters Score -1353571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1353580.750000 Penalty: 4547.150391
	Iteration 23Q: 3 clusters Score -1353581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1353591.375000 Penalty: 4547.150391
	Iteration 24Q: 3 clusters Score -1353591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1353600.125000 Penalty: 4547.150391
	Iteration 25Q: 3 clusters Score -1353600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1353610.125000 Penalty: 4547.150391
	Iteration 26Q: 3 clusters Score -1353610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1353618.750000 Penalty: 4547.150391
	Iteration 27Q: 3 clusters Score -1353619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1353626.000000 Penalty: 4547.150391
	Iteration 28Q: 3 clusters Score -1353626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1353631.375000 Penalty: 4547.150391
	Iteration 29Q: 3 clusters Score -1353631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1353634.375000 Penalty: 4547.150391
	Iteration 30Q: 3 clusters Score -1353634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1353636.000000 Penalty: 4547.150391
	Iteration 31Q: 3 clusters Score -1353636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1353642.875000 Penalty: 4547.150391
	Iteration 32Q: 3 clusters Score -1353643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1353647.625000 Penalty: 4547.150391
	Iteration 33Q: 3 clusters Score -1353648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1353647.875000 Penalty: 4547.150391
	Iteration 34Q: 3 clusters Score -1353648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1353653.625000 Penalty: 4547.150391
	Iteration 35Q: 3 clusters Score -1353654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1353658.125000 Penalty: 4547.150391
	Iteration 36Q: 3 clusters Score -1353658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1353667.750000 Penalty: 4547.150391
	Iteration 37Q: 3 clusters Score -1353668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1353671.750000 Penalty: 4547.150391
	Iteration 38Q: 3 clusters Score -1353672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1353679.375000 Penalty: 4547.150391
	Iteration 39Q: 3 clusters Score -1353679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1353685.875000 Penalty: 4547.150391
	Iteration 40F: 3 clusters Score -1353686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1353691.125000 Penalty: 4547.150391
	Iteration 41Q: 3 clusters Score -1353691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1353693.375000 Penalty: 4547.150391
	Iteration 42Q: 3 clusters Score -1353693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1353701.000000 Penalty: 4547.150391
	Iteration 43Q: 3 clusters Score -1353701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1353703.250000 Penalty: 4547.150391
	Iteration 44Q: 3 clusters Score -1353703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1353708.250000 Penalty: 4547.150391
	Iteration 45Q: 3 clusters Score -1353708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1353710.875000 Penalty: 4547.150391
	Iteration 46Q: 3 clusters Score -1353711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1353713.750000 Penalty: 4547.150391
	Iteration 47Q: 3 clusters Score -1353714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1353714.750000 Penalty: 4547.150391
	Iteration 48Q: 3 clusters Score -1353715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1353716.875000 Penalty: 4547.150391
	Iteration 49Q: 3 clusters Score -1353717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1353717.625000 Penalty: 4547.150391
	Iteration 50Q: 3 clusters Score -1353718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1353718.125000 Penalty: 4547.150391
	Iteration 51Q: 3 clusters Score -1353718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1353718.125000 Penalty: 4547.150391
	Iteration 52F: 3 clusters Score -1353718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Entering Unmasked Estep 
Score: -7490732.000000 Penalty: 2693.469971
	Iteration 0F: 2 clusters Score -7490732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7455786.000000 Penalty: 5386.939941
	Iteration 0F: 3 clusters Score -7455786 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7469230.500000 Penalty: 5386.939941
	Iteration 1F: 3 clusters Score -7469230 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -7469734.000000 Penalty: 5386.939941
	Iteration 2Q: 3 clusters Score -7469734 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -7470218.500000 Penalty: 5386.939941
	Iteration 3Q: 3 clusters Score -7470218 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -7470774.000000 Penalty: 5386.939941
	Iteration 4Q: 3 clusters Score -7470774 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -7471475.500000 Penalty: 5386.939941
	Iteration 5Q: 3 clusters Score -7471476 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7472398.500000 Penalty: 5386.939941
	Iteration 6Q: 3 clusters Score -7472398 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -7473673.500000 Penalty: 5386.939941
	Iteration 7Q: 3 clusters Score -7473674 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -7475311.500000 Penalty: 5386.939941
	Iteration 8Q: 3 clusters Score -7475312 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7477023.000000 Penalty: 5386.939941
	Iteration 9F: 3 clusters Score -7477023 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -7478654.000000 Penalty: 5386.939941
	Iteration 10F: 3 clusters Score -7478654 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7480127.000000 Penalty: 5386.939941
	Iteration 11Q: 3 clusters Score -7480127 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7481408.500000 Penalty: 5386.939941
	Iteration 12Q: 3 clusters Score -7481408 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7482648.500000 Penalty: 5386.939941
	Iteration 13Q: 3 clusters Score -7482648 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -7483736.500000 Penalty: 5386.939941
	Iteration 14Q: 3 clusters Score -7483736 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -7484688.000000 Penalty: 5386.939941
	Iteration 15Q: 3 clusters Score -7484688 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -7485513.000000 Penalty: 5386.939941
	Iteration 16Q: 3 clusters Score -7485513 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -7486160.500000 Penalty: 5386.939941
	Iteration 17Q: 3 clusters Score -7486160 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7486658.500000 Penalty: 5386.939941
	Iteration 18Q: 3 clusters Score -7486658 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -7487031.000000 Penalty: 5386.939941
	Iteration 19Q: 3 clusters Score -7487031 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -7487352.000000 Penalty: 5386.939941
	Iteration 20F: 3 clusters Score -7487352 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -7487608.500000 Penalty: 5386.939941
	Iteration 21Q: 3 clusters Score -7487608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -7487801.000000 Penalty: 5386.939941
	Iteration 22Q: 3 clusters Score -7487801 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -7487931.500000 Penalty: 5386.939941
	Iteration 23Q: 3 clusters Score -7487932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -7488035.000000 Penalty: 5386.939941
	Iteration 24Q: 3 clusters Score -7488035 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -7488095.500000 Penalty: 5386.939941
	Iteration 25Q: 3 clusters Score -7488096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -7488134.500000 Penalty: 5386.939941
	Iteration 26Q: 3 clusters Score -7488134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -7488198.000000 Penalty: 5386.939941
	Iteration 27Q: 3 clusters Score -7488198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -7488217.500000 Penalty: 5386.939941
	Iteration 28Q: 3 clusters Score -7488218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -7488251.000000 Penalty: 5386.939941
	Iteration 29Q: 3 clusters Score -7488251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -7488271.500000 Penalty: 5386.939941
	Iteration 30Q: 3 clusters Score -7488272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -7488297.500000 Penalty: 5386.939941
	Iteration 31Q: 3 clusters Score -7488298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -7488323.000000 Penalty: 5386.939941
	Iteration 32Q: 3 clusters Score -7488323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -7488337.500000 Penalty: 5386.939941
	Iteration 33Q: 3 clusters Score -7488338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -7488368.500000 Penalty: 5386.939941
	Iteration 34Q: 3 clusters Score -7488368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -7488376.000000 Penalty: 5386.939941
	Iteration 35Q: 3 clusters Score -7488376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -7488397.500000 Penalty: 5386.939941
	Iteration 36Q: 3 clusters Score -7488398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -7488395.500000 Penalty: 5386.939941
	Iteration 37Q: 3 clusters Score -7488396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -7488394.500000 Penalty: 5386.939941
	Iteration 38Q: 3 clusters Score -7488394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -7488410.000000 Penalty: 5386.939941
	Iteration 39Q: 3 clusters Score -7488410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -7488431.000000 Penalty: 5386.939941
	Iteration 40F: 3 clusters Score -7488431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -7488437.000000 Penalty: 5386.939941
	Iteration 41Q: 3 clusters Score -7488437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7488436.000000 Penalty: 5386.939941
	Iteration 42Q: 3 clusters Score -7488436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7488447.000000 Penalty: 5386.939941
	Iteration 43Q: 3 clusters Score -7488447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7488451.500000 Penalty: 5386.939941
	Iteration 44Q: 3 clusters Score -7488452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7488453.000000 Penalty: 5386.939941
	Iteration 45Q: 3 clusters Score -7488453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -7488459.500000 Penalty: 5386.939941
	Iteration 46Q: 3 clusters Score -7488460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -7488462.500000 Penalty: 5386.939941
	Iteration 47Q: 3 clusters Score -7488462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -7488473.500000 Penalty: 5386.939941
	Iteration 48Q: 3 clusters Score -7488474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -7488471.500000 Penalty: 5386.939941
	Iteration 49Q: 3 clusters Score -7488472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -7488472.000000 Penalty: 5386.939941
	Iteration 50Q: 3 clusters Score -7488472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -7488473.500000 Penalty: 5386.939941
	Iteration 51Q: 3 clusters Score -7488474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -7488475.000000 Penalty: 5386.939941
	Iteration 52Q: 3 clusters Score -7488475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -7488473.000000 Penalty: 5386.939941
	Iteration 53Q: 3 clusters Score -7488473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -7488471.000000 Penalty: 5386.939941
	Iteration 54Q: 3 clusters Score -7488471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -7488478.000000 Penalty: 5386.939941
	Iteration 55Q: 3 clusters Score -7488478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -7488478.000000 Penalty: 5386.939941
	Iteration 56Q: 3 clusters Score -7488478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7488482.000000 Penalty: 5386.939941
	Iteration 57Q: 3 clusters Score -7488482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7488479.000000 Penalty: 5386.939941
	Iteration 58Q: 3 clusters Score -7488479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7488482.000000 Penalty: 5386.939941
	Iteration 59Q: 3 clusters Score -7488482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7488482.000000 Penalty: 5386.939941
	Iteration 60F: 3 clusters Score -7488482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Entering Unmasked Estep 
Score: -4307827.000000 Penalty: 2549.092041
	Iteration 0F: 2 clusters Score -4307827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4287903.000000 Penalty: 5098.184082
	Iteration 0F: 3 clusters Score -4287903 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4294908.500000 Penalty: 5098.184082
	Iteration 1F: 3 clusters Score -4294908 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4295317.000000 Penalty: 5098.184082
	Iteration 2Q: 3 clusters Score -4295317 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4295621.500000 Penalty: 5098.184082
	Iteration 3Q: 3 clusters Score -4295622 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4295903.000000 Penalty: 5098.184082
	Iteration 4Q: 3 clusters Score -4295903 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4296188.500000 Penalty: 5098.184082
	Iteration 5Q: 3 clusters Score -4296188 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4296512.500000 Penalty: 5098.184082
	Iteration 6Q: 3 clusters Score -4296512 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4296869.000000 Penalty: 5098.184082
	Iteration 7Q: 3 clusters Score -4296869 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4297375.000000 Penalty: 5098.184082
	Iteration 8Q: 3 clusters Score -4297375 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4298001.500000 Penalty: 5098.184082
	Iteration 9Q: 3 clusters Score -4298002 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4298832.000000 Penalty: 5098.184082
	Iteration 10F: 3 clusters Score -4298832 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4299942.000000 Penalty: 5098.184082
	Iteration 11F: 3 clusters Score -4299942 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4301335.000000 Penalty: 5098.184082
	Iteration 12F: 3 clusters Score -4301335 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4302625.000000 Penalty: 5098.184082
	Iteration 13F: 3 clusters Score -4302625 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4303562.500000 Penalty: 5098.184082
	Iteration 14Q: 3 clusters Score -4303562 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4304195.000000 Penalty: 5098.184082
	Iteration 15Q: 3 clusters Score -4304195 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4304529.000000 Penalty: 5098.184082
	Iteration 16Q: 3 clusters Score -4304529 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4304722.500000 Penalty: 5098.184082
	Iteration 17Q: 3 clusters Score -4304722 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4304876.500000 Penalty: 5098.184082
	Iteration 18Q: 3 clusters Score -4304876 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4304983.000000 Penalty: 5098.184082
	Iteration 19Q: 3 clusters Score -4304983 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4305086.000000 Penalty: 5098.184082
	Iteration 20F: 3 clusters Score -4305086 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4305161.500000 Penalty: 5098.184082
	Iteration 21Q: 3 clusters Score -4305162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4305222.000000 Penalty: 5098.184082
	Iteration 22Q: 3 clusters Score -4305222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4305275.500000 Penalty: 5098.184082
	Iteration 23Q: 3 clusters Score -4305276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4305313.500000 Penalty: 5098.184082
	Iteration 24Q: 3 clusters Score -4305314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4305339.500000 Penalty: 5098.184082
	Iteration 25Q: 3 clusters Score -4305340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4305353.000000 Penalty: 5098.184082
	Iteration 26Q: 3 clusters Score -4305353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4305377.000000 Penalty: 5098.184082
	Iteration 27Q: 3 clusters Score -4305377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4305378.000000 Penalty: 5098.184082
	Iteration 28Q: 3 clusters Score -4305378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4305406.000000 Penalty: 5098.184082
	Iteration 29Q: 3 clusters Score -4305406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4305422.000000 Penalty: 5098.184082
	Iteration 30Q: 3 clusters Score -4305422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4305451.000000 Penalty: 5098.184082
	Iteration 31Q: 3 clusters Score -4305451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4305482.000000 Penalty: 5098.184082
	Iteration 32Q: 3 clusters Score -4305482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4305489.500000 Penalty: 5098.184082
	Iteration 33Q: 3 clusters Score -4305490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4305503.500000 Penalty: 5098.184082
	Iteration 34Q: 3 clusters Score -4305504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4305512.500000 Penalty: 5098.184082
	Iteration 35Q: 3 clusters Score -4305512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4305530.000000 Penalty: 5098.184082
	Iteration 36Q: 3 clusters Score -4305530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4305552.000000 Penalty: 5098.184082
	Iteration 37Q: 3 clusters Score -4305552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4305562.500000 Penalty: 5098.184082
	Iteration 38Q: 3 clusters Score -4305562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4305562.500000 Penalty: 5098.184082
	Iteration 39Q: 3 clusters Score -4305562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4305567.000000 Penalty: 5098.184082
	Iteration 40F: 3 clusters Score -4305567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4305579.500000 Penalty: 5098.184082
	Iteration 41Q: 3 clusters Score -4305580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4305577.000000 Penalty: 5098.184082
	Iteration 42Q: 3 clusters Score -4305577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4305579.500000 Penalty: 5098.184082
	Iteration 43Q: 3 clusters Score -4305580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4305578.500000 Penalty: 5098.184082
	Iteration 44Q: 3 clusters Score -4305578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4305591.500000 Penalty: 5098.184082
	Iteration 45Q: 3 clusters Score -4305592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4305591.000000 Penalty: 5098.184082
	Iteration 46Q: 3 clusters Score -4305591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4305591.000000 Penalty: 5098.184082
	Iteration 47Q: 3 clusters Score -4305591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4305588.000000 Penalty: 5098.184082
	Iteration 48Q: 3 clusters Score -4305588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4305596.500000 Penalty: 5098.184082
	Iteration 49Q: 3 clusters Score -4305596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4305596.000000 Penalty: 5098.184082
	Iteration 50Q: 3 clusters Score -4305596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4305595.000000 Penalty: 5098.184082
	Iteration 51Q: 3 clusters Score -4305595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4305603.500000 Penalty: 5098.184082
	Iteration 52Q: 3 clusters Score -4305604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4305612.000000 Penalty: 5098.184082
	Iteration 53Q: 3 clusters Score -4305612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4305615.500000 Penalty: 5098.184082
	Iteration 54Q: 3 clusters Score -4305616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4305615.000000 Penalty: 5098.184082
	Iteration 55Q: 3 clusters Score -4305615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4305621.500000 Penalty: 5098.184082
	Iteration 56Q: 3 clusters Score -4305622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4305627.000000 Penalty: 5098.184082
	Iteration 57Q: 3 clusters Score -4305627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4305628.500000 Penalty: 5098.184082
	Iteration 58Q: 3 clusters Score -4305628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4305628.500000 Penalty: 5098.184082
	Iteration 59Q: 3 clusters Score -4305628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4305633.000000 Penalty: 5098.184082
	Iteration 60F: 3 clusters Score -4305633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4305630.000000 Penalty: 5098.184082
	Iteration 61Q: 3 clusters Score -4305630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4305632.500000 Penalty: 5098.184082
	Iteration 62Q: 3 clusters Score -4305632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4305628.000000 Penalty: 5098.184082
	Iteration 63Q: 3 clusters Score -4305628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4305633.000000 Penalty: 5098.184082
	Iteration 64Q: 3 clusters Score -4305633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4305635.000000 Penalty: 5098.184082
	Iteration 65Q: 3 clusters Score -4305635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4305636.500000 Penalty: 5098.184082
	Iteration 66Q: 3 clusters Score -4305636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4305637.500000 Penalty: 5098.184082
	Iteration 67Q: 3 clusters Score -4305638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4305637.500000 Penalty: 5098.184082
	Iteration 68F: 3 clusters Score -4305638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Entering Unmasked Estep 
Score: -4705085.500000 Penalty: 2570.070801
	Iteration 0F: 2 clusters Score -4705086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4683339.500000 Penalty: 5140.141602
	Iteration 0F: 3 clusters Score -4683340 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4691277.000000 Penalty: 5140.141602
	Iteration 1F: 3 clusters Score -4691277 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4691731.500000 Penalty: 5140.141602
	Iteration 2Q: 3 clusters Score -4691732 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4692150.000000 Penalty: 5140.141602
	Iteration 3Q: 3 clusters Score -4692150 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4692549.500000 Penalty: 5140.141602
	Iteration 4Q: 3 clusters Score -4692550 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4692970.000000 Penalty: 5140.141602
	Iteration 5Q: 3 clusters Score -4692970 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4693390.500000 Penalty: 5140.141602
	Iteration 6Q: 3 clusters Score -4693390 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4693886.500000 Penalty: 5140.141602
	Iteration 7Q: 3 clusters Score -4693886 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4694496.500000 Penalty: 5140.141602
	Iteration 8Q: 3 clusters Score -4694496 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4695252.500000 Penalty: 5140.141602
	Iteration 9Q: 3 clusters Score -4695252 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4696145.500000 Penalty: 5140.141602
	Iteration 10Q: 3 clusters Score -4696146 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4697114.000000 Penalty: 5140.141602
	Iteration 11Q: 3 clusters Score -4697114 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4697881.500000 Penalty: 5140.141602
	Iteration 12Q: 3 clusters Score -4697882 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4698451.500000 Penalty: 5140.141602
	Iteration 13Q: 3 clusters Score -4698452 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4698830.500000 Penalty: 5140.141602
	Iteration 14Q: 3 clusters Score -4698830 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4699041.000000 Penalty: 5140.141602
	Iteration 15Q: 3 clusters Score -4699041 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4699171.500000 Penalty: 5140.141602
	Iteration 16Q: 3 clusters Score -4699172 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4699291.500000 Penalty: 5140.141602
	Iteration 17Q: 3 clusters Score -4699292 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4699387.500000 Penalty: 5140.141602
	Iteration 18Q: 3 clusters Score -4699388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -4699492.500000 Penalty: 5140.141602
	Iteration 19Q: 3 clusters Score -4699492 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -4699588.000000 Penalty: 5140.141602
	Iteration 20F: 3 clusters Score -4699588 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4699700.000000 Penalty: 5140.141602
	Iteration 21Q: 3 clusters Score -4699700 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4699822.000000 Penalty: 5140.141602
	Iteration 22Q: 3 clusters Score -4699822 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4699927.500000 Penalty: 5140.141602
	Iteration 23Q: 3 clusters Score -4699928 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4700075.000000 Penalty: 5140.141602
	Iteration 24Q: 3 clusters Score -4700075 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4700207.000000 Penalty: 5140.141602
	Iteration 25Q: 3 clusters Score -4700207 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4700343.000000 Penalty: 5140.141602
	Iteration 26Q: 3 clusters Score -4700343 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4700472.500000 Penalty: 5140.141602
	Iteration 27Q: 3 clusters Score -4700472 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4700583.500000 Penalty: 5140.141602
	Iteration 28Q: 3 clusters Score -4700584 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4700717.000000 Penalty: 5140.141602
	Iteration 29Q: 3 clusters Score -4700717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4700850.500000 Penalty: 5140.141602
	Iteration 30Q: 3 clusters Score -4700850 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4701003.500000 Penalty: 5140.141602
	Iteration 31Q: 3 clusters Score -4701004 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4701148.500000 Penalty: 5140.141602
	Iteration 32Q: 3 clusters Score -4701148 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4701291.000000 Penalty: 5140.141602
	Iteration 33Q: 3 clusters Score -4701291 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4701398.500000 Penalty: 5140.141602
	Iteration 34Q: 3 clusters Score -4701398 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4701512.500000 Penalty: 5140.141602
	Iteration 35Q: 3 clusters Score -4701512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4701638.000000 Penalty: 5140.141602
	Iteration 36Q: 3 clusters Score -4701638 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4701787.500000 Penalty: 5140.141602
	Iteration 37Q: 3 clusters Score -4701788 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4701940.000000 Penalty: 5140.141602
	Iteration 38Q: 3 clusters Score -4701940 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4702067.000000 Penalty: 5140.141602
	Iteration 39Q: 3 clusters Score -4702067 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4702181.000000 Penalty: 5140.141602
	Iteration 40F: 3 clusters Score -4702181 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4702327.000000 Penalty: 5140.141602
	Iteration 41Q: 3 clusters Score -4702327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4702434.000000 Penalty: 5140.141602
	Iteration 42Q: 3 clusters Score -4702434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4702511.000000 Penalty: 5140.141602
	Iteration 43Q: 3 clusters Score -4702511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4702594.500000 Penalty: 5140.141602
	Iteration 44Q: 3 clusters Score -4702594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4702633.000000 Penalty: 5140.141602
	Iteration 45Q: 3 clusters Score -4702633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4702670.000000 Penalty: 5140.141602
	Iteration 46Q: 3 clusters Score -4702670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4702695.500000 Penalty: 5140.141602
	Iteration 47Q: 3 clusters Score -4702696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4702722.500000 Penalty: 5140.141602
	Iteration 48Q: 3 clusters Score -4702722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4702753.500000 Penalty: 5140.141602
	Iteration 49Q: 3 clusters Score -4702754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4702772.000000 Penalty: 5140.141602
	Iteration 50Q: 3 clusters Score -4702772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4702780.500000 Penalty: 5140.141602
	Iteration 51Q: 3 clusters Score -4702780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4702787.000000 Penalty: 5140.141602
	Iteration 52Q: 3 clusters Score -4702787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4702786.500000 Penalty: 5140.141602
	Iteration 53Q: 3 clusters Score -4702786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4702793.500000 Penalty: 5140.141602
	Iteration 54Q: 3 clusters Score -4702794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4702806.000000 Penalty: 5140.141602
	Iteration 55Q: 3 clusters Score -4702806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4702809.000000 Penalty: 5140.141602
	Iteration 56Q: 3 clusters Score -4702809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4702810.500000 Penalty: 5140.141602
	Iteration 57Q: 3 clusters Score -4702810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4702812.000000 Penalty: 5140.141602
	Iteration 58Q: 3 clusters Score -4702812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4702813.000000 Penalty: 5140.141602
	Iteration 59Q: 3 clusters Score -4702813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4702816.500000 Penalty: 5140.141602
	Iteration 60F: 3 clusters Score -4702816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4702821.000000 Penalty: 5140.141602
	Iteration 61Q: 3 clusters Score -4702821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4702824.500000 Penalty: 5140.141602
	Iteration 62Q: 3 clusters Score -4702824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4702820.000000 Penalty: 5140.141602
	Iteration 63Q: 3 clusters Score -4702820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4702826.000000 Penalty: 5140.141602
	Iteration 64Q: 3 clusters Score -4702826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4702821.500000 Penalty: 5140.141602
	Iteration 65Q: 3 clusters Score -4702822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4702820.500000 Penalty: 5140.141602
	Iteration 66Q: 3 clusters Score -4702820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4702824.000000 Penalty: 5140.141602
	Iteration 67Q: 3 clusters Score -4702824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4702829.000000 Penalty: 5140.141602
	Iteration 68Q: 3 clusters Score -4702829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4702837.500000 Penalty: 5140.141602
	Iteration 69Q: 3 clusters Score -4702838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4702838.500000 Penalty: 5140.141602
	Iteration 70Q: 3 clusters Score -4702838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4702841.000000 Penalty: 5140.141602
	Iteration 71Q: 3 clusters Score -4702841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4702846.500000 Penalty: 5140.141602
	Iteration 72Q: 3 clusters Score -4702846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4702843.000000 Penalty: 5140.141602
	Iteration 73Q: 3 clusters Score -4702843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4702843.000000 Penalty: 5140.141602
	Iteration 74F: 3 clusters Score -4702843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -82924.328125 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -82924.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81376.179688 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -81376.18 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81683.062500 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -81683.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81789.234375 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -81789.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81899.304688 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81899.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81996.867188 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81996.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82118.250000 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -82118.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -82265.570312 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -82265.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -82505.054688 Penalty: 3312.457520
	Iteration 7F: 3 clusters Score -82505.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -82820.585938 Penalty: 3312.457520
	Iteration 8F: 3 clusters Score -82820.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -82948.554688 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -82948.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -83162.328125 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -83162.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -83243.734375 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -83243.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -83290.492188 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -83290.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83311.265625 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -83311.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83342.281250 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -83342.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -83383.000000 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -83383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83423.015625 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -83423.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -83451.937500 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -83451.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -83455.445312 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -83455.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -83470.609375 Penalty: 3312.457520
	Iteration 19F: 3 clusters Score -83470.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -83511.734375 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -83511.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -83541.218750 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -83541.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -83541.218750 Penalty: 3312.457520
	Iteration 22F: 3 clusters Score -83541.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 120424 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 200975 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 119 members 
Entering Unmasked Estep 
Score: -128942640.000000 Penalty: 91843.437500
Splitting cluster 10 changes total score from -128943592.000000 to -128942640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Entering Unmasked Estep 
Score: -5504847.000000 Penalty: 2626.716064
	Iteration 0F: 2 clusters Score -5504847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5477982.500000 Penalty: 5253.432129
	Iteration 0F: 3 clusters Score -5477982 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5488224.500000 Penalty: 5253.432129
	Iteration 1F: 3 clusters Score -5488224 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5488922.500000 Penalty: 5253.432129
	Iteration 2Q: 3 clusters Score -5488922 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -5489654.000000 Penalty: 5253.432129
	Iteration 3Q: 3 clusters Score -5489654 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5490386.500000 Penalty: 5253.432129
	Iteration 4Q: 3 clusters Score -5490386 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5491269.500000 Penalty: 5253.432129
	Iteration 5Q: 3 clusters Score -5491270 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5492202.500000 Penalty: 5253.432129
	Iteration 6Q: 3 clusters Score -5492202 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5493368.000000 Penalty: 5253.432129
	Iteration 7F: 3 clusters Score -5493368 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5494760.500000 Penalty: 5253.432129
	Iteration 8F: 3 clusters Score -5494760 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5496446.500000 Penalty: 5253.432129
	Iteration 9F: 3 clusters Score -5496446 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -5498359.000000 Penalty: 5253.432129
	Iteration 10F: 3 clusters Score -5498359 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5500007.000000 Penalty: 5253.432129
	Iteration 11Q: 3 clusters Score -5500007 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -5501177.500000 Penalty: 5253.432129
	Iteration 12Q: 3 clusters Score -5501178 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5501894.000000 Penalty: 5253.432129
	Iteration 13Q: 3 clusters Score -5501894 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5502317.000000 Penalty: 5253.432129
	Iteration 14Q: 3 clusters Score -5502317 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5502594.000000 Penalty: 5253.432129
	Iteration 15Q: 3 clusters Score -5502594 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5502779.000000 Penalty: 5253.432129
	Iteration 16Q: 3 clusters Score -5502779 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5502897.000000 Penalty: 5253.432129
	Iteration 17Q: 3 clusters Score -5502897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5502961.000000 Penalty: 5253.432129
	Iteration 18Q: 3 clusters Score -5502961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5503008.500000 Penalty: 5253.432129
	Iteration 19Q: 3 clusters Score -5503008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5503040.500000 Penalty: 5253.432129
	Iteration 20F: 3 clusters Score -5503040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5503057.000000 Penalty: 5253.432129
	Iteration 21Q: 3 clusters Score -5503057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5503073.000000 Penalty: 5253.432129
	Iteration 22Q: 3 clusters Score -5503073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5503073.000000 Penalty: 5253.432129
	Iteration 23Q: 3 clusters Score -5503073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -5503085.000000 Penalty: 5253.432129
	Iteration 24Q: 3 clusters Score -5503085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5503089.000000 Penalty: 5253.432129
	Iteration 25Q: 3 clusters Score -5503089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5503094.500000 Penalty: 5253.432129
	Iteration 26Q: 3 clusters Score -5503094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5503096.000000 Penalty: 5253.432129
	Iteration 27Q: 3 clusters Score -5503096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5503096.500000 Penalty: 5253.432129
	Iteration 28Q: 3 clusters Score -5503096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5503094.000000 Penalty: 5253.432129
	Iteration 29Q: 3 clusters Score -5503094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5503093.000000 Penalty: 5253.432129
	Iteration 30Q: 3 clusters Score -5503093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5503093.500000 Penalty: 5253.432129
	Iteration 31Q: 3 clusters Score -5503094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5503093.500000 Penalty: 5253.432129
	Iteration 32Q: 3 clusters Score -5503094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5503093.000000 Penalty: 5253.432129
	Iteration 33Q: 3 clusters Score -5503093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5503094.000000 Penalty: 5253.432129
	Iteration 34Q: 3 clusters Score -5503094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5503095.000000 Penalty: 5253.432129
	Iteration 35Q: 3 clusters Score -5503095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5503095.000000 Penalty: 5253.432129
	Iteration 36F: 3 clusters Score -5503095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120424 members 
Entering Unmasked Estep 
Score: -17634464.000000 Penalty: 2901.296143
	Iteration 0F: 2 clusters Score -1.763446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -17557284.000000 Penalty: 5802.592285
	Iteration 0F: 3 clusters Score -1.755728e+07 nChanged 57202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -17590772.000000 Penalty: 5802.592285
	Iteration 1F: 3 clusters Score -1.759077e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -17592352.000000 Penalty: 5802.592285
	Iteration 2Q: 3 clusters Score -1.759235e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -17594816.000000 Penalty: 5802.592285
	Iteration 3Q: 3 clusters Score -1.759482e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -17598334.000000 Penalty: 5802.592285
	Iteration 4F: 3 clusters Score -1.759833e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -17604044.000000 Penalty: 5802.592285
	Iteration 5F: 3 clusters Score -1.760404e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -17610882.000000 Penalty: 5802.592285
	Iteration 6F: 3 clusters Score -1.761088e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -17617126.000000 Penalty: 5802.592285
	Iteration 7F: 3 clusters Score -1.761713e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -17620208.000000 Penalty: 5802.592285
	Iteration 8F: 3 clusters Score -1.762021e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -17621386.000000 Penalty: 5802.592285
	Iteration 9Q: 3 clusters Score -1.762139e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -17621866.000000 Penalty: 5802.592285
	Iteration 10Q: 3 clusters Score -1.762187e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -17622232.000000 Penalty: 5802.592285
	Iteration 11Q: 3 clusters Score -1.762223e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -17622646.000000 Penalty: 5802.592285
	Iteration 12Q: 3 clusters Score -1.762265e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -17622994.000000 Penalty: 5802.592285
	Iteration 13Q: 3 clusters Score -1.762299e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -17623274.000000 Penalty: 5802.592285
	Iteration 14Q: 3 clusters Score -1.762327e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -17623558.000000 Penalty: 5802.592285
	Iteration 15Q: 3 clusters Score -1.762356e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -17623800.000000 Penalty: 5802.592285
	Iteration 16Q: 3 clusters Score -1.76238e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -17624086.000000 Penalty: 5802.592285
	Iteration 17Q: 3 clusters Score -1.762409e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -17624338.000000 Penalty: 5802.592285
	Iteration 18Q: 3 clusters Score -1.762434e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -17624766.000000 Penalty: 5802.592285
	Iteration 19Q: 3 clusters Score -1.762477e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -17625140.000000 Penalty: 5802.592285
	Iteration 20F: 3 clusters Score -1.762514e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -17625576.000000 Penalty: 5802.592285
	Iteration 21Q: 3 clusters Score -1.762558e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -17626058.000000 Penalty: 5802.592285
	Iteration 22Q: 3 clusters Score -1.762606e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -17626680.000000 Penalty: 5802.592285
	Iteration 23Q: 3 clusters Score -1.762668e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -17627456.000000 Penalty: 5802.592285
	Iteration 24Q: 3 clusters Score -1.762746e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -17628424.000000 Penalty: 5802.592285
	Iteration 25Q: 3 clusters Score -1.762842e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -17629478.000000 Penalty: 5802.592285
	Iteration 26Q: 3 clusters Score -1.762948e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -17630774.000000 Penalty: 5802.592285
	Iteration 27Q: 3 clusters Score -1.763077e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -17631832.000000 Penalty: 5802.592285
	Iteration 28Q: 3 clusters Score -1.763183e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -17632732.000000 Penalty: 5802.592285
	Iteration 29Q: 3 clusters Score -1.763273e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -17633354.000000 Penalty: 5802.592285
	Iteration 30Q: 3 clusters Score -1.763335e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -17633866.000000 Penalty: 5802.592285
	Iteration 31Q: 3 clusters Score -1.763387e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -17634156.000000 Penalty: 5802.592285
	Iteration 32Q: 3 clusters Score -1.763416e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -17634386.000000 Penalty: 5802.592285
	Iteration 33Q: 3 clusters Score -1.763439e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -17634480.000000 Penalty: 5802.592285
	Iteration 34Q: 3 clusters Score -1.763448e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -17634576.000000 Penalty: 5802.592285
	Iteration 35Q: 3 clusters Score -1.763458e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -17634682.000000 Penalty: 5802.592285
	Iteration 36Q: 3 clusters Score -1.763468e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -17634722.000000 Penalty: 5802.592285
	Iteration 37Q: 3 clusters Score -1.763472e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -17634786.000000 Penalty: 5802.592285
	Iteration 38Q: 3 clusters Score -1.763479e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -17634834.000000 Penalty: 5802.592285
	Iteration 39Q: 3 clusters Score -1.763483e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -17634936.000000 Penalty: 5802.592285
	Iteration 40F: 3 clusters Score -1.763494e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -17634958.000000 Penalty: 5802.592285
	Iteration 41Q: 3 clusters Score -1.763496e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -17634982.000000 Penalty: 5802.592285
	Iteration 42Q: 3 clusters Score -1.763498e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -17634942.000000 Penalty: 5802.592285
	Iteration 43Q: 3 clusters Score -1.763494e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -17635020.000000 Penalty: 5802.592285
	Iteration 44Q: 3 clusters Score -1.763502e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -17635060.000000 Penalty: 5802.592285
	Iteration 45Q: 3 clusters Score -1.763506e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -17635068.000000 Penalty: 5802.592285
	Iteration 46Q: 3 clusters Score -1.763507e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -17635058.000000 Penalty: 5802.592285
	Iteration 47Q: 3 clusters Score -1.763506e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -17635076.000000 Penalty: 5802.592285
	Iteration 48Q: 3 clusters Score -1.763508e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -17635032.000000 Penalty: 5802.592285
	Iteration 49Q: 3 clusters Score -1.763503e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 97947 members 
Entering Unmasked Estep 
Score: -17635044.000000 Penalty: 5802.592285
	Iteration 50Q: 3 clusters Score -1.763504e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -17635074.000000 Penalty: 5802.592285
	Iteration 51Q: 3 clusters Score -1.763507e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -17635076.000000 Penalty: 5802.592285
	Iteration 52Q: 3 clusters Score -1.763508e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -17635056.000000 Penalty: 5802.592285
	Iteration 53Q: 3 clusters Score -1.763506e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -17635088.000000 Penalty: 5802.592285
	Iteration 54Q: 3 clusters Score -1.763509e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -17635092.000000 Penalty: 5802.592285
	Iteration 55Q: 3 clusters Score -1.763509e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -17635112.000000 Penalty: 5802.592285
	Iteration 56Q: 3 clusters Score -1.763511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 98943 members 
Entering Unmasked Estep 
Score: -17635156.000000 Penalty: 5802.592285
	Iteration 57Q: 3 clusters Score -1.763516e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -17635150.000000 Penalty: 5802.592285
	Iteration 58Q: 3 clusters Score -1.763515e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -17635182.000000 Penalty: 5802.592285
	Iteration 59Q: 3 clusters Score -1.763518e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -17635138.000000 Penalty: 5802.592285
	Iteration 60F: 3 clusters Score -1.763514e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -17635140.000000 Penalty: 5802.592285
	Iteration 61Q: 3 clusters Score -1.763514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -17635118.000000 Penalty: 5802.592285
	Iteration 62Q: 3 clusters Score -1.763512e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -17635102.000000 Penalty: 5802.592285
	Iteration 63Q: 3 clusters Score -1.76351e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -17635084.000000 Penalty: 5802.592285
	Iteration 64Q: 3 clusters Score -1.763508e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -17635082.000000 Penalty: 5802.592285
	Iteration 65Q: 3 clusters Score -1.763508e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -17635056.000000 Penalty: 5802.592285
	Iteration 66Q: 3 clusters Score -1.763506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -17635018.000000 Penalty: 5802.592285
	Iteration 67Q: 3 clusters Score -1.763502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -17634956.000000 Penalty: 5802.592285
	Iteration 68Q: 3 clusters Score -1.763496e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -17634986.000000 Penalty: 5802.592285
	Iteration 69Q: 3 clusters Score -1.763499e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -17634968.000000 Penalty: 5802.592285
	Iteration 70Q: 3 clusters Score -1.763497e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -17634978.000000 Penalty: 5802.592285
	Iteration 71Q: 3 clusters Score -1.763498e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -17635016.000000 Penalty: 5802.592285
	Iteration 72Q: 3 clusters Score -1.763502e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -17635048.000000 Penalty: 5802.592285
	Iteration 73Q: 3 clusters Score -1.763505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -17635046.000000 Penalty: 5802.592285
	Iteration 74Q: 3 clusters Score -1.763505e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -17635012.000000 Penalty: 5802.592285
	Iteration 75Q: 3 clusters Score -1.763501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -17635004.000000 Penalty: 5802.592285
	Iteration 76Q: 3 clusters Score -1.7635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -17634998.000000 Penalty: 5802.592285
	Iteration 77Q: 3 clusters Score -1.7635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -17635004.000000 Penalty: 5802.592285
	Iteration 78Q: 3 clusters Score -1.7635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -17634994.000000 Penalty: 5802.592285
	Iteration 79Q: 3 clusters Score -1.763499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -17635016.000000 Penalty: 5802.592285
	Iteration 80F: 3 clusters Score -1.763502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -17635018.000000 Penalty: 5802.592285
	Iteration 81Q: 3 clusters Score -1.763502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -17635018.000000 Penalty: 5802.592285
	Iteration 82Q: 3 clusters Score -1.763502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -17635016.000000 Penalty: 5802.592285
	Iteration 83Q: 3 clusters Score -1.763502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -17635030.000000 Penalty: 5802.592285
	Iteration 84Q: 3 clusters Score -1.763503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -17635040.000000 Penalty: 5802.592285
	Iteration 85Q: 3 clusters Score -1.763504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -17635052.000000 Penalty: 5802.592285
	Iteration 86Q: 3 clusters Score -1.763505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -17635052.000000 Penalty: 5802.592285
	Iteration 87Q: 3 clusters Score -1.763505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -17635038.000000 Penalty: 5802.592285
	Iteration 88Q: 3 clusters Score -1.763504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 89Q: 3 clusters Score -1.763503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -17635038.000000 Penalty: 5802.592285
	Iteration 90Q: 3 clusters Score -1.763504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -17635032.000000 Penalty: 5802.592285
	Iteration 91Q: 3 clusters Score -1.763503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 92Q: 3 clusters Score -1.763503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -17635036.000000 Penalty: 5802.592285
	Iteration 93Q: 3 clusters Score -1.763504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -17635038.000000 Penalty: 5802.592285
	Iteration 94Q: 3 clusters Score -1.763504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -17635034.000000 Penalty: 5802.592285
	Iteration 95Q: 3 clusters Score -1.763503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 96Q: 3 clusters Score -1.763503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -17635040.000000 Penalty: 5802.592285
	Iteration 97Q: 3 clusters Score -1.763504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -17635050.000000 Penalty: 5802.592285
	Iteration 98Q: 3 clusters Score -1.763505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -17635040.000000 Penalty: 5802.592285
	Iteration 99Q: 3 clusters Score -1.763504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 100F: 3 clusters Score -1.763503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -17635030.000000 Penalty: 5802.592285
	Iteration 101Q: 3 clusters Score -1.763503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 102Q: 3 clusters Score -1.763503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -17635038.000000 Penalty: 5802.592285
	Iteration 103Q: 3 clusters Score -1.763504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -17635034.000000 Penalty: 5802.592285
	Iteration 104Q: 3 clusters Score -1.763503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -17635036.000000 Penalty: 5802.592285
	Iteration 105Q: 3 clusters Score -1.763504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -17635028.000000 Penalty: 5802.592285
	Iteration 106Q: 3 clusters Score -1.763503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -17635024.000000 Penalty: 5802.592285
	Iteration 107Q: 3 clusters Score -1.763502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -17635020.000000 Penalty: 5802.592285
	Iteration 108Q: 3 clusters Score -1.763502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -17635022.000000 Penalty: 5802.592285
	Iteration 109Q: 3 clusters Score -1.763502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -17635012.000000 Penalty: 5802.592285
	Iteration 110Q: 3 clusters Score -1.763501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -17635016.000000 Penalty: 5802.592285
	Iteration 111Q: 3 clusters Score -1.763502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -17635010.000000 Penalty: 5802.592285
	Iteration 112Q: 3 clusters Score -1.763501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -17635012.000000 Penalty: 5802.592285
	Iteration 113Q: 3 clusters Score -1.763501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -17635012.000000 Penalty: 5802.592285
	Iteration 114Q: 3 clusters Score -1.763501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -17635020.000000 Penalty: 5802.592285
	Iteration 115Q: 3 clusters Score -1.763502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -17635012.000000 Penalty: 5802.592285
	Iteration 116Q: 3 clusters Score -1.763501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -17635006.000000 Penalty: 5802.592285
	Iteration 117Q: 3 clusters Score -1.763501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -17635006.000000 Penalty: 5802.592285
	Iteration 118Q: 3 clusters Score -1.763501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -17635006.000000 Penalty: 5802.592285
	Iteration 119F: 3 clusters Score -1.763501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 200975 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 100767 members 
Entering Unmasked Estep 
Score: -128943752.000000 Penalty: 91843.437500
Splitting cluster 12 changes total score from -128943592.000000 to -128943752.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -257091.546875 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -257091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -254466.484375 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -254466.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -255092.843750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -255092.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -255361.140625 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -255361.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255551.187500 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -255551.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255723.937500 Penalty: 3776.943359
	Iteration 4F: 3 clusters Score -255723.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255844.578125 Penalty: 3776.943359
	Iteration 5F: 3 clusters Score -255844.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255917.765625 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -255917.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255957.171875 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -255957.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -255984.484375 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -255984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -256007.500000 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -256007.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256021.421875 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -256021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -256030.921875 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -256030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -256038.343750 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -256038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256054.093750 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -256054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -256063.953125 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -256064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -256069.921875 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -256069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -256072.187500 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -256072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -256072.921875 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -256072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -256072.921875 Penalty: 3776.943359
	Iteration 18F: 3 clusters Score -256072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -195496.062500 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -195496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -193369.656250 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -193369.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194598.578125 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -194598.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -196339.093750 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -196339.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197373.484375 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -197373.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198718.281250 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -198718.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -198975.265625 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -198975.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199159.687500 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -199159.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -199285.578125 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -199285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -199418.390625 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -199418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -199479.312500 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -199479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -199479.312500 Penalty: 3634.905029
	Iteration 10F: 3 clusters Score -199479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 200975 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 100767 members 
Mstep: Class 28 contains 742 members 
Entering Unmasked Estep 
Score: -128946176.000000 Penalty: 95245.046875
Splitting cluster 14 changes total score from -128943592.000000 to -128946176.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -1565759.125000 Penalty: 2335.281982
	Iteration 0F: 2 clusters Score -1565759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1556550.375000 Penalty: 4670.563965
	Iteration 0F: 3 clusters Score -1556550 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1559803.625000 Penalty: 4670.563965
	Iteration 1F: 3 clusters Score -1559804 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1560553.625000 Penalty: 4670.563965
	Iteration 2F: 3 clusters Score -1560554 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1561499.500000 Penalty: 4670.563965
	Iteration 3F: 3 clusters Score -1561500 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1562674.000000 Penalty: 4670.563965
	Iteration 4F: 3 clusters Score -1562674 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1563743.500000 Penalty: 4670.563965
	Iteration 5F: 3 clusters Score -1563744 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1564479.250000 Penalty: 4670.563965
	Iteration 6F: 3 clusters Score -1564479 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1564893.125000 Penalty: 4670.563965
	Iteration 7F: 3 clusters Score -1564893 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1565100.750000 Penalty: 4670.563965
	Iteration 8Q: 3 clusters Score -1565101 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1565206.625000 Penalty: 4670.563965
	Iteration 9Q: 3 clusters Score -1565207 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1565272.250000 Penalty: 4670.563965
	Iteration 10Q: 3 clusters Score -1565272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1565308.000000 Penalty: 4670.563965
	Iteration 11Q: 3 clusters Score -1565308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1565323.625000 Penalty: 4670.563965
	Iteration 12Q: 3 clusters Score -1565324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1565329.875000 Penalty: 4670.563965
	Iteration 13Q: 3 clusters Score -1565330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1565340.375000 Penalty: 4670.563965
	Iteration 14Q: 3 clusters Score -1565340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1565347.250000 Penalty: 4670.563965
	Iteration 15Q: 3 clusters Score -1565347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1565349.750000 Penalty: 4670.563965
	Iteration 16Q: 3 clusters Score -1565350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1565354.250000 Penalty: 4670.563965
	Iteration 17Q: 3 clusters Score -1565354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1565359.750000 Penalty: 4670.563965
	Iteration 18Q: 3 clusters Score -1565360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1565360.375000 Penalty: 4670.563965
	Iteration 19Q: 3 clusters Score -1565360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1565365.000000 Penalty: 4670.563965
	Iteration 20F: 3 clusters Score -1565365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1565368.750000 Penalty: 4670.563965
	Iteration 21Q: 3 clusters Score -1565369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1565373.875000 Penalty: 4670.563965
	Iteration 22Q: 3 clusters Score -1565374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1565373.125000 Penalty: 4670.563965
	Iteration 23Q: 3 clusters Score -1565373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1565378.875000 Penalty: 4670.563965
	Iteration 24Q: 3 clusters Score -1565379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1565378.625000 Penalty: 4670.563965
	Iteration 25Q: 3 clusters Score -1565379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1565376.250000 Penalty: 4670.563965
	Iteration 26Q: 3 clusters Score -1565376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1565377.750000 Penalty: 4670.563965
	Iteration 27Q: 3 clusters Score -1565378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1565376.125000 Penalty: 4670.563965
	Iteration 28Q: 3 clusters Score -1565376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1565371.750000 Penalty: 4670.563965
	Iteration 29Q: 3 clusters Score -1565372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1565375.875000 Penalty: 4670.563965
	Iteration 30Q: 3 clusters Score -1565376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1565377.625000 Penalty: 4670.563965
	Iteration 31Q: 3 clusters Score -1565378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1565377.625000 Penalty: 4670.563965
	Iteration 32Q: 3 clusters Score -1565378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1565375.250000 Penalty: 4670.563965
	Iteration 33Q: 3 clusters Score -1565375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1565375.750000 Penalty: 4670.563965
	Iteration 34Q: 3 clusters Score -1565376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1565376.375000 Penalty: 4670.563965
	Iteration 35Q: 3 clusters Score -1565376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1565377.250000 Penalty: 4670.563965
	Iteration 36Q: 3 clusters Score -1565377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1565377.250000 Penalty: 4670.563965
	Iteration 37F: 3 clusters Score -1565377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -617265.562500 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -617265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -613177.687500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -613177.7 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -614076.437500 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -614076.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -614297.437500 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -614297.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -614422.375000 Penalty: 4144.851074
	Iteration 3Q: 3 clusters Score -614422.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -614519.562500 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -614519.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -614605.625000 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -614605.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -614688.687500 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -614688.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614752.375000 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -614752.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -614812.625000 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -614812.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -614870.750000 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -614870.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -614930.250000 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -614930.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -614990.687500 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -614990.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -615040.875000 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -615040.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -615095.375000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -615095.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -615138.375000 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -615138.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -615170.875000 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -615170.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -615195.687500 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -615195.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -615220.750000 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -615220.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -615250.937500 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -615250.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -615280.812500 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -615280.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -615313.375000 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -615313.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -615346.625000 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -615346.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -615375.500000 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -615375.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -615388.250000 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -615388.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -615401.312500 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -615401.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -615413.125000 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -615413.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -615422.625000 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -615422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -615431.937500 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -615431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -615439.750000 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -615439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -615446.125000 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -615446.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -615452.625000 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -615452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -615457.062500 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -615457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -615459.625000 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -615459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -615461.812500 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -615461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -615467.812500 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -615467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -615477.437500 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -615477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -615482.187500 Penalty: 4144.851074
	Iteration 36Q: 3 clusters Score -615482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -615487.750000 Penalty: 4144.851074
	Iteration 37Q: 3 clusters Score -615487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -615491.687500 Penalty: 4144.851074
	Iteration 38Q: 3 clusters Score -615491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -615495.875000 Penalty: 4144.851074
	Iteration 39Q: 3 clusters Score -615495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -615500.750000 Penalty: 4144.851074
	Iteration 40F: 3 clusters Score -615500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -615504.937500 Penalty: 4144.851074
	Iteration 41Q: 3 clusters Score -615504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -615509.750000 Penalty: 4144.851074
	Iteration 42Q: 3 clusters Score -615509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -615515.500000 Penalty: 4144.851074
	Iteration 43Q: 3 clusters Score -615515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -615519.000000 Penalty: 4144.851074
	Iteration 44Q: 3 clusters Score -615519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -615524.375000 Penalty: 4144.851074
	Iteration 45Q: 3 clusters Score -615524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -615527.250000 Penalty: 4144.851074
	Iteration 46Q: 3 clusters Score -615527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -615528.312500 Penalty: 4144.851074
	Iteration 47Q: 3 clusters Score -615528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -615528.312500 Penalty: 4144.851074
	Iteration 48F: 3 clusters Score -615528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Entering Unmasked Estep 
Score: -4177116.000000 Penalty: 2546.160156
	Iteration 0F: 2 clusters Score -4177116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4157589.000000 Penalty: 5092.320312
	Iteration 0F: 3 clusters Score -4157589 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4164493.750000 Penalty: 5092.320312
	Iteration 1F: 3 clusters Score -4164494 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4165029.500000 Penalty: 5092.320312
	Iteration 2F: 3 clusters Score -4165030 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4165547.000000 Penalty: 5092.320312
	Iteration 3Q: 3 clusters Score -4165547 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4166120.000000 Penalty: 5092.320312
	Iteration 4Q: 3 clusters Score -4166120 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4166730.250000 Penalty: 5092.320312
	Iteration 5Q: 3 clusters Score -4166730 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4167501.750000 Penalty: 5092.320312
	Iteration 6F: 3 clusters Score -4167502 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -4168424.000000 Penalty: 5092.320312
	Iteration 7F: 3 clusters Score -4168424 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4169511.750000 Penalty: 5092.320312
	Iteration 8F: 3 clusters Score -4169512 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4170697.250000 Penalty: 5092.320312
	Iteration 9F: 3 clusters Score -4170697 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4171922.250000 Penalty: 5092.320312
	Iteration 10F: 3 clusters Score -4171922 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4172923.000000 Penalty: 5092.320312
	Iteration 11Q: 3 clusters Score -4172923 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4173598.500000 Penalty: 5092.320312
	Iteration 12Q: 3 clusters Score -4173598 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4174114.000000 Penalty: 5092.320312
	Iteration 13Q: 3 clusters Score -4174114 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4174415.500000 Penalty: 5092.320312
	Iteration 14Q: 3 clusters Score -4174416 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4174581.500000 Penalty: 5092.320312
	Iteration 15Q: 3 clusters Score -4174582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4174678.750000 Penalty: 5092.320312
	Iteration 16Q: 3 clusters Score -4174679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4174720.250000 Penalty: 5092.320312
	Iteration 17Q: 3 clusters Score -4174720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4174759.500000 Penalty: 5092.320312
	Iteration 18Q: 3 clusters Score -4174760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4174783.750000 Penalty: 5092.320312
	Iteration 19Q: 3 clusters Score -4174784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4174811.000000 Penalty: 5092.320312
	Iteration 20F: 3 clusters Score -4174811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4174841.000000 Penalty: 5092.320312
	Iteration 21Q: 3 clusters Score -4174841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4174854.000000 Penalty: 5092.320312
	Iteration 22Q: 3 clusters Score -4174854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4174869.500000 Penalty: 5092.320312
	Iteration 23Q: 3 clusters Score -4174870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4174875.500000 Penalty: 5092.320312
	Iteration 24Q: 3 clusters Score -4174876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -4174890.000000 Penalty: 5092.320312
	Iteration 25Q: 3 clusters Score -4174890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4174893.500000 Penalty: 5092.320312
	Iteration 26Q: 3 clusters Score -4174894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4174896.000000 Penalty: 5092.320312
	Iteration 27Q: 3 clusters Score -4174896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4174903.250000 Penalty: 5092.320312
	Iteration 28Q: 3 clusters Score -4174903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4174906.500000 Penalty: 5092.320312
	Iteration 29Q: 3 clusters Score -4174906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4174906.500000 Penalty: 5092.320312
	Iteration 30Q: 3 clusters Score -4174906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4174906.500000 Penalty: 5092.320312
	Iteration 31F: 3 clusters Score -4174906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Entering Unmasked Estep 
Score: -6009960.500000 Penalty: 2644.199463
	Iteration 0F: 2 clusters Score -6009960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -5981032.500000 Penalty: 5288.398926
	Iteration 0F: 3 clusters Score -5981032 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5992078.500000 Penalty: 5288.398926
	Iteration 1F: 3 clusters Score -5992078 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5992698.500000 Penalty: 5288.398926
	Iteration 2Q: 3 clusters Score -5992698 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5993310.000000 Penalty: 5288.398926
	Iteration 3Q: 3 clusters Score -5993310 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -5993997.500000 Penalty: 5288.398926
	Iteration 4Q: 3 clusters Score -5993998 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5994649.000000 Penalty: 5288.398926
	Iteration 5Q: 3 clusters Score -5994649 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5995450.500000 Penalty: 5288.398926
	Iteration 6Q: 3 clusters Score -5995450 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5996297.500000 Penalty: 5288.398926
	Iteration 7Q: 3 clusters Score -5996298 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5997368.000000 Penalty: 5288.398926
	Iteration 8Q: 3 clusters Score -5997368 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5998706.500000 Penalty: 5288.398926
	Iteration 9F: 3 clusters Score -5998706 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6000252.500000 Penalty: 5288.398926
	Iteration 10F: 3 clusters Score -6000252 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6001929.500000 Penalty: 5288.398926
	Iteration 11F: 3 clusters Score -6001930 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -6003564.000000 Penalty: 5288.398926
	Iteration 12Q: 3 clusters Score -6003564 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6005073.000000 Penalty: 5288.398926
	Iteration 13Q: 3 clusters Score -6005073 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -6006397.500000 Penalty: 5288.398926
	Iteration 14Q: 3 clusters Score -6006398 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6007344.000000 Penalty: 5288.398926
	Iteration 15Q: 3 clusters Score -6007344 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -6007880.000000 Penalty: 5288.398926
	Iteration 16Q: 3 clusters Score -6007880 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -6008373.000000 Penalty: 5288.398926
	Iteration 17Q: 3 clusters Score -6008373 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -6008721.000000 Penalty: 5288.398926
	Iteration 18Q: 3 clusters Score -6008721 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6008977.000000 Penalty: 5288.398926
	Iteration 19Q: 3 clusters Score -6008977 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -6009131.000000 Penalty: 5288.398926
	Iteration 20F: 3 clusters Score -6009131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -6009208.000000 Penalty: 5288.398926
	Iteration 21Q: 3 clusters Score -6009208 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -6009251.000000 Penalty: 5288.398926
	Iteration 22Q: 3 clusters Score -6009251 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -6009296.500000 Penalty: 5288.398926
	Iteration 23Q: 3 clusters Score -6009296 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -6009308.500000 Penalty: 5288.398926
	Iteration 24Q: 3 clusters Score -6009308 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6009334.500000 Penalty: 5288.398926
	Iteration 25Q: 3 clusters Score -6009334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6009371.500000 Penalty: 5288.398926
	Iteration 26Q: 3 clusters Score -6009372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -6009390.000000 Penalty: 5288.398926
	Iteration 27Q: 3 clusters Score -6009390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6009403.500000 Penalty: 5288.398926
	Iteration 28Q: 3 clusters Score -6009404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6009400.500000 Penalty: 5288.398926
	Iteration 29Q: 3 clusters Score -6009400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6009433.500000 Penalty: 5288.398926
	Iteration 30Q: 3 clusters Score -6009434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6009430.500000 Penalty: 5288.398926
	Iteration 31Q: 3 clusters Score -6009430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -6009444.000000 Penalty: 5288.398926
	Iteration 32Q: 3 clusters Score -6009444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -6009450.500000 Penalty: 5288.398926
	Iteration 33Q: 3 clusters Score -6009450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -6009446.500000 Penalty: 5288.398926
	Iteration 34Q: 3 clusters Score -6009446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6009446.000000 Penalty: 5288.398926
	Iteration 35Q: 3 clusters Score -6009446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6009448.500000 Penalty: 5288.398926
	Iteration 36Q: 3 clusters Score -6009448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -6009438.500000 Penalty: 5288.398926
	Iteration 37Q: 3 clusters Score -6009438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6009438.500000 Penalty: 5288.398926
	Iteration 38Q: 3 clusters Score -6009438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -6009449.500000 Penalty: 5288.398926
	Iteration 39Q: 3 clusters Score -6009450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6009453.000000 Penalty: 5288.398926
	Iteration 40F: 3 clusters Score -6009453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6009442.500000 Penalty: 5288.398926
	Iteration 41Q: 3 clusters Score -6009442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -6009455.000000 Penalty: 5288.398926
	Iteration 42Q: 3 clusters Score -6009455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -6009461.500000 Penalty: 5288.398926
	Iteration 43Q: 3 clusters Score -6009462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -6009464.500000 Penalty: 5288.398926
	Iteration 44Q: 3 clusters Score -6009464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6009468.500000 Penalty: 5288.398926
	Iteration 45Q: 3 clusters Score -6009468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6009470.000000 Penalty: 5288.398926
	Iteration 46Q: 3 clusters Score -6009470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -6009479.500000 Penalty: 5288.398926
	Iteration 47Q: 3 clusters Score -6009480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6009475.500000 Penalty: 5288.398926
	Iteration 48Q: 3 clusters Score -6009476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -6009470.000000 Penalty: 5288.398926
	Iteration 49Q: 3 clusters Score -6009470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6009471.000000 Penalty: 5288.398926
	Iteration 50Q: 3 clusters Score -6009471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -6009467.000000 Penalty: 5288.398926
	Iteration 51Q: 3 clusters Score -6009467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6009471.000000 Penalty: 5288.398926
	Iteration 52Q: 3 clusters Score -6009471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -6009474.500000 Penalty: 5288.398926
	Iteration 53Q: 3 clusters Score -6009474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -6009482.500000 Penalty: 5288.398926
	Iteration 54Q: 3 clusters Score -6009482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6009473.500000 Penalty: 5288.398926
	Iteration 55Q: 3 clusters Score -6009474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6009472.500000 Penalty: 5288.398926
	Iteration 56Q: 3 clusters Score -6009472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6009472.500000 Penalty: 5288.398926
	Iteration 57F: 3 clusters Score -6009472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Entering Unmasked Estep 
Score: -1497242.750000 Penalty: 2297.748047
	Iteration 0F: 2 clusters Score -1497243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1489208.750000 Penalty: 4595.496094
	Iteration 0F: 3 clusters Score -1489209 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1491536.375000 Penalty: 4595.496094
	Iteration 1F: 3 clusters Score -1491536 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1491842.125000 Penalty: 4595.496094
	Iteration 2F: 3 clusters Score -1491842 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1492133.750000 Penalty: 4595.496094
	Iteration 3F: 3 clusters Score -1492134 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1492467.500000 Penalty: 4595.496094
	Iteration 4F: 3 clusters Score -1492468 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1492896.000000 Penalty: 4595.496094
	Iteration 5F: 3 clusters Score -1492896 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1493431.250000 Penalty: 4595.496094
	Iteration 6F: 3 clusters Score -1493431 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1493978.875000 Penalty: 4595.496094
	Iteration 7F: 3 clusters Score -1493979 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1494437.750000 Penalty: 4595.496094
	Iteration 8F: 3 clusters Score -1494438 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1494739.500000 Penalty: 4595.496094
	Iteration 9Q: 3 clusters Score -1494740 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1494937.000000 Penalty: 4595.496094
	Iteration 10Q: 3 clusters Score -1494937 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1495039.000000 Penalty: 4595.496094
	Iteration 11Q: 3 clusters Score -1495039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1495102.750000 Penalty: 4595.496094
	Iteration 12Q: 3 clusters Score -1495103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1495150.750000 Penalty: 4595.496094
	Iteration 13Q: 3 clusters Score -1495151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1495191.375000 Penalty: 4595.496094
	Iteration 14Q: 3 clusters Score -1495191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1495218.125000 Penalty: 4595.496094
	Iteration 15Q: 3 clusters Score -1495218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1495234.250000 Penalty: 4595.496094
	Iteration 16Q: 3 clusters Score -1495234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1495249.375000 Penalty: 4595.496094
	Iteration 17Q: 3 clusters Score -1495249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1495257.750000 Penalty: 4595.496094
	Iteration 18Q: 3 clusters Score -1495258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1495274.750000 Penalty: 4595.496094
	Iteration 19Q: 3 clusters Score -1495275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1495288.000000 Penalty: 4595.496094
	Iteration 20F: 3 clusters Score -1495288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1495299.625000 Penalty: 4595.496094
	Iteration 21Q: 3 clusters Score -1495300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1495313.500000 Penalty: 4595.496094
	Iteration 22Q: 3 clusters Score -1495314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1495328.125000 Penalty: 4595.496094
	Iteration 23Q: 3 clusters Score -1495328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1495336.000000 Penalty: 4595.496094
	Iteration 24Q: 3 clusters Score -1495336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1495343.500000 Penalty: 4595.496094
	Iteration 25Q: 3 clusters Score -1495344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1495350.875000 Penalty: 4595.496094
	Iteration 26Q: 3 clusters Score -1495351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1495355.875000 Penalty: 4595.496094
	Iteration 27Q: 3 clusters Score -1495356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1495355.750000 Penalty: 4595.496094
	Iteration 28Q: 3 clusters Score -1495356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1495354.750000 Penalty: 4595.496094
	Iteration 29Q: 3 clusters Score -1495355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1495357.875000 Penalty: 4595.496094
	Iteration 30Q: 3 clusters Score -1495358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1495358.250000 Penalty: 4595.496094
	Iteration 31Q: 3 clusters Score -1495358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1495358.250000 Penalty: 4595.496094
	Iteration 32F: 3 clusters Score -1495358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Entering Unmasked Estep 
Score: -5463056.500000 Penalty: 2615.688232
	Iteration 0F: 2 clusters Score -5463056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -5437173.500000 Penalty: 5231.376465
	Iteration 0F: 3 clusters Score -5437174 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5446416.500000 Penalty: 5231.376465
	Iteration 1F: 3 clusters Score -5446416 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5446918.000000 Penalty: 5231.376465
	Iteration 2Q: 3 clusters Score -5446918 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5447422.500000 Penalty: 5231.376465
	Iteration 3Q: 3 clusters Score -5447422 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5447931.500000 Penalty: 5231.376465
	Iteration 4Q: 3 clusters Score -5447932 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5448608.500000 Penalty: 5231.376465
	Iteration 5Q: 3 clusters Score -5448608 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5449570.000000 Penalty: 5231.376465
	Iteration 6F: 3 clusters Score -5449570 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -5450918.500000 Penalty: 5231.376465
	Iteration 7F: 3 clusters Score -5450918 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5452871.500000 Penalty: 5231.376465
	Iteration 8F: 3 clusters Score -5452872 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5455259.500000 Penalty: 5231.376465
	Iteration 9F: 3 clusters Score -5455260 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5457677.000000 Penalty: 5231.376465
	Iteration 10F: 3 clusters Score -5457677 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -5459324.500000 Penalty: 5231.376465
	Iteration 11Q: 3 clusters Score -5459324 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5460173.500000 Penalty: 5231.376465
	Iteration 12Q: 3 clusters Score -5460174 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5460518.000000 Penalty: 5231.376465
	Iteration 13Q: 3 clusters Score -5460518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5460659.000000 Penalty: 5231.376465
	Iteration 14Q: 3 clusters Score -5460659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5460727.500000 Penalty: 5231.376465
	Iteration 15Q: 3 clusters Score -5460728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5460763.500000 Penalty: 5231.376465
	Iteration 16Q: 3 clusters Score -5460764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5460785.500000 Penalty: 5231.376465
	Iteration 17Q: 3 clusters Score -5460786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5460811.000000 Penalty: 5231.376465
	Iteration 18Q: 3 clusters Score -5460811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5460829.000000 Penalty: 5231.376465
	Iteration 19Q: 3 clusters Score -5460829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5460834.500000 Penalty: 5231.376465
	Iteration 20F: 3 clusters Score -5460834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5460838.000000 Penalty: 5231.376465
	Iteration 21Q: 3 clusters Score -5460838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5460846.000000 Penalty: 5231.376465
	Iteration 22Q: 3 clusters Score -5460846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5460846.000000 Penalty: 5231.376465
	Iteration 23F: 3 clusters Score -5460846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200975 members 
Entering Unmasked Estep 
Score: -29434798.000000 Penalty: 3028.312012
	Iteration 0F: 2 clusters Score -2.94348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -29310354.000000 Penalty: 6056.624023
	Iteration 0F: 3 clusters Score -2.931035e+07 nChanged 96998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -29367014.000000 Penalty: 6056.624023
	Iteration 1F: 3 clusters Score -2.936701e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -29367846.000000 Penalty: 6056.624023
	Iteration 2Q: 3 clusters Score -2.936785e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -29368830.000000 Penalty: 6056.624023
	Iteration 3Q: 3 clusters Score -2.936883e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -29369654.000000 Penalty: 6056.624023
	Iteration 4Q: 3 clusters Score -2.936965e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -29371300.000000 Penalty: 6056.624023
	Iteration 5Q: 3 clusters Score -2.93713e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -29373882.000000 Penalty: 6056.624023
	Iteration 6Q: 3 clusters Score -2.937388e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -29378636.000000 Penalty: 6056.624023
	Iteration 7Q: 3 clusters Score -2.937864e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -29386808.000000 Penalty: 6056.624023
	Iteration 8F: 3 clusters Score -2.938681e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -29398120.000000 Penalty: 6056.624023
	Iteration 9F: 3 clusters Score -2.939812e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -29409078.000000 Penalty: 6056.624023
	Iteration 10F: 3 clusters Score -2.940908e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -29415588.000000 Penalty: 6056.624023
	Iteration 11F: 3 clusters Score -2.941559e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -29418016.000000 Penalty: 6056.624023
	Iteration 12Q: 3 clusters Score -2.941802e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -29419256.000000 Penalty: 6056.624023
	Iteration 13Q: 3 clusters Score -2.941926e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 144552 members 
Entering Unmasked Estep 
Score: -29420368.000000 Penalty: 6056.624023
	Iteration 14Q: 3 clusters Score -2.942037e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 146040 members 
Entering Unmasked Estep 
Score: -29421760.000000 Penalty: 6056.624023
	Iteration 15Q: 3 clusters Score -2.942176e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -29422720.000000 Penalty: 6056.624023
	Iteration 16Q: 3 clusters Score -2.942272e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 148742 members 
Entering Unmasked Estep 
Score: -29423986.000000 Penalty: 6056.624023
	Iteration 17Q: 3 clusters Score -2.942399e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -29425414.000000 Penalty: 6056.624023
	Iteration 18Q: 3 clusters Score -2.942541e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -29426418.000000 Penalty: 6056.624023
	Iteration 19Q: 3 clusters Score -2.942642e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -29427606.000000 Penalty: 6056.624023
	Iteration 20F: 3 clusters Score -2.942761e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -29428450.000000 Penalty: 6056.624023
	Iteration 21Q: 3 clusters Score -2.942845e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -29429142.000000 Penalty: 6056.624023
	Iteration 22Q: 3 clusters Score -2.942914e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -29429810.000000 Penalty: 6056.624023
	Iteration 23Q: 3 clusters Score -2.942981e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -29430348.000000 Penalty: 6056.624023
	Iteration 24Q: 3 clusters Score -2.943035e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -29430776.000000 Penalty: 6056.624023
	Iteration 25Q: 3 clusters Score -2.943078e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 156278 members 
Entering Unmasked Estep 
Score: -29431158.000000 Penalty: 6056.624023
	Iteration 26Q: 3 clusters Score -2.943116e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 156702 members 
Entering Unmasked Estep 
Score: -29431414.000000 Penalty: 6056.624023
	Iteration 27Q: 3 clusters Score -2.943141e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -29431630.000000 Penalty: 6056.624023
	Iteration 28Q: 3 clusters Score -2.943163e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 157342 members 
Entering Unmasked Estep 
Score: -29431668.000000 Penalty: 6056.624023
	Iteration 29Q: 3 clusters Score -2.943167e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -29431864.000000 Penalty: 6056.624023
	Iteration 30Q: 3 clusters Score -2.943186e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 157913 members 
Entering Unmasked Estep 
Score: -29431954.000000 Penalty: 6056.624023
	Iteration 31Q: 3 clusters Score -2.943195e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -29432134.000000 Penalty: 6056.624023
	Iteration 32Q: 3 clusters Score -2.943213e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -29432250.000000 Penalty: 6056.624023
	Iteration 33Q: 3 clusters Score -2.943225e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -29432278.000000 Penalty: 6056.624023
	Iteration 34Q: 3 clusters Score -2.943228e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -29432376.000000 Penalty: 6056.624023
	Iteration 35Q: 3 clusters Score -2.943238e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -29432482.000000 Penalty: 6056.624023
	Iteration 36Q: 3 clusters Score -2.943248e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -29432510.000000 Penalty: 6056.624023
	Iteration 37Q: 3 clusters Score -2.943251e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -29432546.000000 Penalty: 6056.624023
	Iteration 38Q: 3 clusters Score -2.943255e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -29432606.000000 Penalty: 6056.624023
	Iteration 39Q: 3 clusters Score -2.943261e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -29432716.000000 Penalty: 6056.624023
	Iteration 40F: 3 clusters Score -2.943272e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -29432812.000000 Penalty: 6056.624023
	Iteration 41Q: 3 clusters Score -2.943281e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -29432894.000000 Penalty: 6056.624023
	Iteration 42Q: 3 clusters Score -2.943289e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -29433044.000000 Penalty: 6056.624023
	Iteration 43Q: 3 clusters Score -2.943304e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -29433084.000000 Penalty: 6056.624023
	Iteration 44Q: 3 clusters Score -2.943308e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -29433150.000000 Penalty: 6056.624023
	Iteration 45Q: 3 clusters Score -2.943315e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -29433270.000000 Penalty: 6056.624023
	Iteration 46Q: 3 clusters Score -2.943327e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -29433430.000000 Penalty: 6056.624023
	Iteration 47Q: 3 clusters Score -2.943343e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -29433488.000000 Penalty: 6056.624023
	Iteration 48Q: 3 clusters Score -2.943349e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 166047 members 
Entering Unmasked Estep 
Score: -29433584.000000 Penalty: 6056.624023
	Iteration 49Q: 3 clusters Score -2.943358e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -29433660.000000 Penalty: 6056.624023
	Iteration 50Q: 3 clusters Score -2.943366e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -29433668.000000 Penalty: 6056.624023
	Iteration 51Q: 3 clusters Score -2.943367e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 167754 members 
Entering Unmasked Estep 
Score: -29433746.000000 Penalty: 6056.624023
	Iteration 52Q: 3 clusters Score -2.943375e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -29433864.000000 Penalty: 6056.624023
	Iteration 53Q: 3 clusters Score -2.943386e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
Score: -29433928.000000 Penalty: 6056.624023
	Iteration 54Q: 3 clusters Score -2.943393e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -29433994.000000 Penalty: 6056.624023
	Iteration 55Q: 3 clusters Score -2.943399e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -29434200.000000 Penalty: 6056.624023
	Iteration 56Q: 3 clusters Score -2.94342e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 171030 members 
Entering Unmasked Estep 
Score: -29434280.000000 Penalty: 6056.624023
	Iteration 57Q: 3 clusters Score -2.943428e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -29434416.000000 Penalty: 6056.624023
	Iteration 58Q: 3 clusters Score -2.943442e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -29434552.000000 Penalty: 6056.624023
	Iteration 59Q: 3 clusters Score -2.943455e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -29434610.000000 Penalty: 6056.624023
	Iteration 60F: 3 clusters Score -2.943461e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 173681 members 
Entering Unmasked Estep 
Score: -29434702.000000 Penalty: 6056.624023
	Iteration 61Q: 3 clusters Score -2.94347e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -29434822.000000 Penalty: 6056.624023
	Iteration 62Q: 3 clusters Score -2.943482e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -29435056.000000 Penalty: 6056.624023
	Iteration 63Q: 3 clusters Score -2.943506e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -29435404.000000 Penalty: 6056.624023
	Iteration 64Q: 3 clusters Score -2.94354e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -29435608.000000 Penalty: 6056.624023
	Iteration 65Q: 3 clusters Score -2.943561e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -29435902.000000 Penalty: 6056.624023
	Iteration 66Q: 3 clusters Score -2.94359e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -29436214.000000 Penalty: 6056.624023
	Iteration 67Q: 3 clusters Score -2.943621e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -29436474.000000 Penalty: 6056.624023
	Iteration 68Q: 3 clusters Score -2.943647e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -29436700.000000 Penalty: 6056.624023
	Iteration 69Q: 3 clusters Score -2.94367e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 182190 members 
Entering Unmasked Estep 
Score: -29436792.000000 Penalty: 6056.624023
	Iteration 70Q: 3 clusters Score -2.943679e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 183372 members 
Entering Unmasked Estep 
Score: -29436926.000000 Penalty: 6056.624023
	Iteration 71Q: 3 clusters Score -2.943693e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -29437126.000000 Penalty: 6056.624023
	Iteration 72Q: 3 clusters Score -2.943713e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 185872 members 
Entering Unmasked Estep 
Score: -29437318.000000 Penalty: 6056.624023
	Iteration 73Q: 3 clusters Score -2.943732e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 187212 members 
Entering Unmasked Estep 
Score: -29437422.000000 Penalty: 6056.624023
	Iteration 74Q: 3 clusters Score -2.943742e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 188529 members 
Entering Unmasked Estep 
Score: -29437518.000000 Penalty: 6056.624023
	Iteration 75Q: 3 clusters Score -2.943752e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -29437580.000000 Penalty: 6056.624023
	Iteration 76Q: 3 clusters Score -2.943758e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -29437490.000000 Penalty: 6056.624023
	Iteration 77Q: 3 clusters Score -2.943749e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 192364 members 
Entering Unmasked Estep 
Score: -29437376.000000 Penalty: 6056.624023
	Iteration 78Q: 3 clusters Score -2.943738e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 193452 members 
Entering Unmasked Estep 
Score: -29437264.000000 Penalty: 6056.624023
	Iteration 79Q: 3 clusters Score -2.943726e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -29436976.000000 Penalty: 6056.624023
	Iteration 80F: 3 clusters Score -2.943698e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -29436516.000000 Penalty: 6056.624023
	Iteration 81Q: 3 clusters Score -2.943652e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 196372 members 
Entering Unmasked Estep 
Score: -29436052.000000 Penalty: 6056.624023
	Iteration 82Q: 3 clusters Score -2.943605e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 197136 members 
Entering Unmasked Estep 
Score: -29435650.000000 Penalty: 6056.624023
	Iteration 83Q: 3 clusters Score -2.943565e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 197787 members 
Entering Unmasked Estep 
Score: -29435244.000000 Penalty: 6056.624023
	Iteration 84Q: 3 clusters Score -2.943524e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 198335 members 
Entering Unmasked Estep 
Score: -29434800.000000 Penalty: 6056.624023
	Iteration 85Q: 3 clusters Score -2.94348e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 198743 members 
Entering Unmasked Estep 
Score: -29434574.000000 Penalty: 6056.624023
	Iteration 86Q: 3 clusters Score -2.943457e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -29434336.000000 Penalty: 6056.624023
	Iteration 87Q: 3 clusters Score -2.943434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 199278 members 
Entering Unmasked Estep 
Score: -29434094.000000 Penalty: 6056.624023
	Iteration 88Q: 3 clusters Score -2.943409e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 199454 members 
Entering Unmasked Estep 
Score: -29433994.000000 Penalty: 6056.624023
	Iteration 89Q: 3 clusters Score -2.943399e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 199582 members 
Entering Unmasked Estep 
Score: -29433904.000000 Penalty: 6056.624023
	Iteration 90Q: 3 clusters Score -2.94339e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 199679 members 
Entering Unmasked Estep 
Score: -29433810.000000 Penalty: 6056.624023
	Iteration 91Q: 3 clusters Score -2.943381e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 199753 members 
Entering Unmasked Estep 
Score: -29433790.000000 Penalty: 6056.624023
	Iteration 92Q: 3 clusters Score -2.943379e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 199804 members 
Entering Unmasked Estep 
Score: -29433740.000000 Penalty: 6056.624023
	Iteration 93Q: 3 clusters Score -2.943374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 199843 members 
Entering Unmasked Estep 
Score: -29433698.000000 Penalty: 6056.624023
	Iteration 94Q: 3 clusters Score -2.94337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 199885 members 
Entering Unmasked Estep 
Score: -29433674.000000 Penalty: 6056.624023
	Iteration 95Q: 3 clusters Score -2.943367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 199910 members 
Entering Unmasked Estep 
Score: -29433632.000000 Penalty: 6056.624023
	Iteration 96Q: 3 clusters Score -2.943363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 199929 members 
Entering Unmasked Estep 
Score: -29433626.000000 Penalty: 6056.624023
	Iteration 97Q: 3 clusters Score -2.943363e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 199946 members 
Entering Unmasked Estep 
Score: -29433606.000000 Penalty: 6056.624023
	Iteration 98Q: 3 clusters Score -2.943361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 199965 members 
Entering Unmasked Estep 
Score: -29433586.000000 Penalty: 6056.624023
	Iteration 99Q: 3 clusters Score -2.943359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 199974 members 
Entering Unmasked Estep 
Score: -29433584.000000 Penalty: 6056.624023
	Iteration 100F: 3 clusters Score -2.943358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 199978 members 
Entering Unmasked Estep 
Score: -29433606.000000 Penalty: 6056.624023
	Iteration 101Q: 3 clusters Score -2.943361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 199985 members 
Entering Unmasked Estep 
Score: -29433630.000000 Penalty: 6056.624023
	Iteration 102Q: 3 clusters Score -2.943363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 199987 members 
Entering Unmasked Estep 
Score: -29433650.000000 Penalty: 6056.624023
	Iteration 103Q: 3 clusters Score -2.943365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 199992 members 
Entering Unmasked Estep 
Score: -29433642.000000 Penalty: 6056.624023
	Iteration 104Q: 3 clusters Score -2.943364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 199996 members 
Entering Unmasked Estep 
Score: -29433658.000000 Penalty: 6056.624023
	Iteration 105Q: 3 clusters Score -2.943366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 200002 members 
Entering Unmasked Estep 
Score: -29433650.000000 Penalty: 6056.624023
	Iteration 106Q: 3 clusters Score -2.943365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -29433632.000000 Penalty: 6056.624023
	Iteration 107Q: 3 clusters Score -2.943363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 200016 members 
Entering Unmasked Estep 
Score: -29433644.000000 Penalty: 6056.624023
	Iteration 108Q: 3 clusters Score -2.943364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -29433618.000000 Penalty: 6056.624023
	Iteration 109Q: 3 clusters Score -2.943362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -29433612.000000 Penalty: 6056.624023
	Iteration 110Q: 3 clusters Score -2.943361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 200015 members 
Entering Unmasked Estep 
Score: -29433626.000000 Penalty: 6056.624023
	Iteration 111Q: 3 clusters Score -2.943363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -29433638.000000 Penalty: 6056.624023
	Iteration 112Q: 3 clusters Score -2.943364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 200002 members 
Entering Unmasked Estep 
Score: -29433612.000000 Penalty: 6056.624023
	Iteration 113Q: 3 clusters Score -2.943361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 199994 members 
Entering Unmasked Estep 
Score: -29433658.000000 Penalty: 6056.624023
	Iteration 114Q: 3 clusters Score -2.943366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 199980 members 
Entering Unmasked Estep 
Score: -29433682.000000 Penalty: 6056.624023
	Iteration 115Q: 3 clusters Score -2.943368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 199970 members 
Entering Unmasked Estep 
Score: -29433698.000000 Penalty: 6056.624023
	Iteration 116Q: 3 clusters Score -2.94337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 199961 members 
Entering Unmasked Estep 
Score: -29433704.000000 Penalty: 6056.624023
	Iteration 117Q: 3 clusters Score -2.94337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 199950 members 
Entering Unmasked Estep 
Score: -29433768.000000 Penalty: 6056.624023
	Iteration 118Q: 3 clusters Score -2.943377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 199945 members 
Entering Unmasked Estep 
Score: -29433814.000000 Penalty: 6056.624023
	Iteration 119Q: 3 clusters Score -2.943381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 199932 members 
Entering Unmasked Estep 
Score: -29433858.000000 Penalty: 6056.624023
	Iteration 120F: 3 clusters Score -2.943386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 199911 members 
Entering Unmasked Estep 
Score: -29433910.000000 Penalty: 6056.624023
	Iteration 121Q: 3 clusters Score -2.943391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 199888 members 
Entering Unmasked Estep 
Score: -29433974.000000 Penalty: 6056.624023
	Iteration 122Q: 3 clusters Score -2.943397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 199866 members 
Entering Unmasked Estep 
Score: -29433968.000000 Penalty: 6056.624023
	Iteration 123Q: 3 clusters Score -2.943397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 199849 members 
Entering Unmasked Estep 
Score: -29434030.000000 Penalty: 6056.624023
	Iteration 124Q: 3 clusters Score -2.943403e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 199815 members 
Entering Unmasked Estep 
Score: -29434068.000000 Penalty: 6056.624023
	Iteration 125Q: 3 clusters Score -2.943407e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -29434168.000000 Penalty: 6056.624023
	Iteration 126Q: 3 clusters Score -2.943417e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 199704 members 
Entering Unmasked Estep 
Score: -29434250.000000 Penalty: 6056.624023
	Iteration 127Q: 3 clusters Score -2.943425e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 199639 members 
Entering Unmasked Estep 
Score: -29434424.000000 Penalty: 6056.624023
	Iteration 128Q: 3 clusters Score -2.943442e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 199554 members 
Entering Unmasked Estep 
Score: -29434592.000000 Penalty: 6056.624023
	Iteration 129Q: 3 clusters Score -2.943459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 199469 members 
Entering Unmasked Estep 
Score: -29434730.000000 Penalty: 6056.624023
	Iteration 130Q: 3 clusters Score -2.943473e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 199414 members 
Entering Unmasked Estep 
Score: -29434748.000000 Penalty: 6056.624023
	Iteration 131Q: 3 clusters Score -2.943475e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 199372 members 
Entering Unmasked Estep 
Score: -29434772.000000 Penalty: 6056.624023
	Iteration 132Q: 3 clusters Score -2.943477e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 199348 members 
Entering Unmasked Estep 
Score: -29434824.000000 Penalty: 6056.624023
	Iteration 133Q: 3 clusters Score -2.943482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 199320 members 
Entering Unmasked Estep 
Score: -29434854.000000 Penalty: 6056.624023
	Iteration 134Q: 3 clusters Score -2.943485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 199297 members 
Entering Unmasked Estep 
Score: -29434890.000000 Penalty: 6056.624023
	Iteration 135Q: 3 clusters Score -2.943489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 199276 members 
Entering Unmasked Estep 
Score: -29434900.000000 Penalty: 6056.624023
	Iteration 136Q: 3 clusters Score -2.94349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 199266 members 
Entering Unmasked Estep 
Score: -29434904.000000 Penalty: 6056.624023
	Iteration 137Q: 3 clusters Score -2.94349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 199264 members 
Entering Unmasked Estep 
Score: -29434918.000000 Penalty: 6056.624023
	Iteration 138Q: 3 clusters Score -2.943492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 199256 members 
Entering Unmasked Estep 
Score: -29434908.000000 Penalty: 6056.624023
	Iteration 139Q: 3 clusters Score -2.943491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 199248 members 
Entering Unmasked Estep 
Score: -29435030.000000 Penalty: 6056.624023
	Iteration 140F: 3 clusters Score -2.943503e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 199122 members 
Entering Unmasked Estep 
Score: -29435258.000000 Penalty: 6056.624023
	Iteration 141Q: 3 clusters Score -2.943526e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 198993 members 
Entering Unmasked Estep 
Score: -29435502.000000 Penalty: 6056.624023
	Iteration 142Q: 3 clusters Score -2.94355e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 198844 members 
Entering Unmasked Estep 
Score: -29435714.000000 Penalty: 6056.624023
	Iteration 143Q: 3 clusters Score -2.943571e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 198696 members 
Entering Unmasked Estep 
Score: -29435920.000000 Penalty: 6056.624023
	Iteration 144Q: 3 clusters Score -2.943592e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 198542 members 
Entering Unmasked Estep 
Score: -29436098.000000 Penalty: 6056.624023
	Iteration 145Q: 3 clusters Score -2.94361e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 198409 members 
Entering Unmasked Estep 
Score: -29436202.000000 Penalty: 6056.624023
	Iteration 146Q: 3 clusters Score -2.94362e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 198275 members 
Entering Unmasked Estep 
Score: -29436312.000000 Penalty: 6056.624023
	Iteration 147Q: 3 clusters Score -2.943631e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 198135 members 
Entering Unmasked Estep 
Score: -29436396.000000 Penalty: 6056.624023
	Iteration 148Q: 3 clusters Score -2.94364e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 198004 members 
Entering Unmasked Estep 
Score: -29436550.000000 Penalty: 6056.624023
	Iteration 149Q: 3 clusters Score -2.943655e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 197895 members 
Entering Unmasked Estep 
Score: -29436672.000000 Penalty: 6056.624023
	Iteration 150Q: 3 clusters Score -2.943667e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 197802 members 
Entering Unmasked Estep 
Score: -29436720.000000 Penalty: 6056.624023
	Iteration 151Q: 3 clusters Score -2.943672e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 197714 members 
Entering Unmasked Estep 
Score: -29436798.000000 Penalty: 6056.624023
	Iteration 152Q: 3 clusters Score -2.94368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 197632 members 
Entering Unmasked Estep 
Score: -29436862.000000 Penalty: 6056.624023
	Iteration 153Q: 3 clusters Score -2.943686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 197569 members 
Entering Unmasked Estep 
Score: -29436902.000000 Penalty: 6056.624023
	Iteration 154Q: 3 clusters Score -2.94369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 197506 members 
Entering Unmasked Estep 
Score: -29436974.000000 Penalty: 6056.624023
	Iteration 155Q: 3 clusters Score -2.943697e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -29437010.000000 Penalty: 6056.624023
	Iteration 156Q: 3 clusters Score -2.943701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 197380 members 
Entering Unmasked Estep 
Score: -29437082.000000 Penalty: 6056.624023
	Iteration 157Q: 3 clusters Score -2.943708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 197329 members 
Entering Unmasked Estep 
Score: -29437118.000000 Penalty: 6056.624023
	Iteration 158Q: 3 clusters Score -2.943712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -29437120.000000 Penalty: 6056.624023
	Iteration 159Q: 3 clusters Score -2.943712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 197259 members 
Entering Unmasked Estep 
Score: -29437188.000000 Penalty: 6056.624023
	Iteration 160F: 3 clusters Score -2.943719e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 197160 members 
Entering Unmasked Estep 
Score: -29437218.000000 Penalty: 6056.624023
	Iteration 161Q: 3 clusters Score -2.943722e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 197071 members 
Entering Unmasked Estep 
Score: -29437310.000000 Penalty: 6056.624023
	Iteration 162Q: 3 clusters Score -2.943731e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 197008 members 
Entering Unmasked Estep 
Score: -29437346.000000 Penalty: 6056.624023
	Iteration 163Q: 3 clusters Score -2.943735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 196941 members 
Entering Unmasked Estep 
Score: -29437346.000000 Penalty: 6056.624023
	Iteration 164Q: 3 clusters Score -2.943735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 196880 members 
Entering Unmasked Estep 
Score: -29437386.000000 Penalty: 6056.624023
	Iteration 165Q: 3 clusters Score -2.943739e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 196818 members 
Entering Unmasked Estep 
Score: -29437422.000000 Penalty: 6056.624023
	Iteration 166Q: 3 clusters Score -2.943742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 196765 members 
Entering Unmasked Estep 
Score: -29437430.000000 Penalty: 6056.624023
	Iteration 167Q: 3 clusters Score -2.943743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 196712 members 
Entering Unmasked Estep 
Score: -29437456.000000 Penalty: 6056.624023
	Iteration 168Q: 3 clusters Score -2.943746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 196678 members 
Entering Unmasked Estep 
Score: -29437480.000000 Penalty: 6056.624023
	Iteration 169Q: 3 clusters Score -2.943748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 196644 members 
Entering Unmasked Estep 
Score: -29437506.000000 Penalty: 6056.624023
	Iteration 170Q: 3 clusters Score -2.943751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 196621 members 
Entering Unmasked Estep 
Score: -29437536.000000 Penalty: 6056.624023
	Iteration 171Q: 3 clusters Score -2.943754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 196603 members 
Entering Unmasked Estep 
Score: -29437552.000000 Penalty: 6056.624023
	Iteration 172Q: 3 clusters Score -2.943755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -29437566.000000 Penalty: 6056.624023
	Iteration 173Q: 3 clusters Score -2.943757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 196562 members 
Entering Unmasked Estep 
Score: -29437604.000000 Penalty: 6056.624023
	Iteration 174Q: 3 clusters Score -2.94376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 196540 members 
Entering Unmasked Estep 
Score: -29437588.000000 Penalty: 6056.624023
	Iteration 175Q: 3 clusters Score -2.943759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 196522 members 
Entering Unmasked Estep 
Score: -29437604.000000 Penalty: 6056.624023
	Iteration 176Q: 3 clusters Score -2.94376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -29437612.000000 Penalty: 6056.624023
	Iteration 177Q: 3 clusters Score -2.943761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 196512 members 
Entering Unmasked Estep 
Score: -29437628.000000 Penalty: 6056.624023
	Iteration 178Q: 3 clusters Score -2.943763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 196507 members 
Entering Unmasked Estep 
Score: -29437632.000000 Penalty: 6056.624023
	Iteration 179Q: 3 clusters Score -2.943763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 196504 members 
Entering Unmasked Estep 
Score: -29437634.000000 Penalty: 6056.624023
	Iteration 180F: 3 clusters Score -2.943763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 196501 members 
Entering Unmasked Estep 
Score: -29437640.000000 Penalty: 6056.624023
	Iteration 181Q: 3 clusters Score -2.943764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 196497 members 
Entering Unmasked Estep 
Score: -29437640.000000 Penalty: 6056.624023
	Iteration 182Q: 3 clusters Score -2.943764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 196492 members 
Entering Unmasked Estep 
Score: -29437650.000000 Penalty: 6056.624023
	Iteration 183Q: 3 clusters Score -2.943765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 196489 members 
Entering Unmasked Estep 
Score: -29437644.000000 Penalty: 6056.624023
	Iteration 184Q: 3 clusters Score -2.943764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 196483 members 
Entering Unmasked Estep 
Score: -29437626.000000 Penalty: 6056.624023
	Iteration 185Q: 3 clusters Score -2.943763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 196474 members 
Entering Unmasked Estep 
Score: -29437640.000000 Penalty: 6056.624023
	Iteration 186Q: 3 clusters Score -2.943764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 196464 members 
Entering Unmasked Estep 
Score: -29437630.000000 Penalty: 6056.624023
	Iteration 187Q: 3 clusters Score -2.943763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -29437636.000000 Penalty: 6056.624023
	Iteration 188Q: 3 clusters Score -2.943764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 196446 members 
Entering Unmasked Estep 
Score: -29437638.000000 Penalty: 6056.624023
	Iteration 189Q: 3 clusters Score -2.943764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 196439 members 
Entering Unmasked Estep 
Score: -29437664.000000 Penalty: 6056.624023
	Iteration 190Q: 3 clusters Score -2.943766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 196431 members 
Entering Unmasked Estep 
Score: -29437676.000000 Penalty: 6056.624023
	Iteration 191Q: 3 clusters Score -2.943768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 196422 members 
Entering Unmasked Estep 
Score: -29437700.000000 Penalty: 6056.624023
	Iteration 192Q: 3 clusters Score -2.94377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 196418 members 
Entering Unmasked Estep 
Score: -29437700.000000 Penalty: 6056.624023
	Iteration 193Q: 3 clusters Score -2.94377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -29437694.000000 Penalty: 6056.624023
	Iteration 194Q: 3 clusters Score -2.943769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 196415 members 
Entering Unmasked Estep 
Score: -29437698.000000 Penalty: 6056.624023
	Iteration 195Q: 3 clusters Score -2.94377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -29437692.000000 Penalty: 6056.624023
	Iteration 196Q: 3 clusters Score -2.943769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -29437692.000000 Penalty: 6056.624023
	Iteration 197F: 3 clusters Score -2.943769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 100767 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 196414 members 
Entering Unmasked Estep 
Score: -128949600.000000 Penalty: 98646.656250
Splitting cluster 21 changes total score from -128943592.000000 to -128949600.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -679724.687500 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -679724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -675349.812500 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -675349.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -676391.000000 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -676391 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -676605.250000 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -676605.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -676797.250000 Penalty: 4207.062012
	Iteration 3F: 3 clusters Score -676797.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -676989.062500 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -676989.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -677192.375000 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -677192.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -677377.437500 Penalty: 4207.062012
	Iteration 6F: 3 clusters Score -677377.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -677535.062500 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -677535.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -677670.375000 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -677670.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -677784.437500 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -677784.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -677894.437500 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -677894.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -677986.000000 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -677986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -678063.250000 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -678063.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -678138.000000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -678138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -678195.562500 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -678195.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -678239.375000 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -678239.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -678278.625000 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -678278.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -678307.000000 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -678307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -678328.750000 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -678328.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -678348.437500 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -678348.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -678375.812500 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -678375.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -678398.500000 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -678398.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -678422.875000 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -678422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -678441.875000 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -678441.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -678460.250000 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -678460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -678472.312500 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -678472.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -678476.375000 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -678476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -678483.687500 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -678483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -678488.625000 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -678488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -678492.312500 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -678492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -678496.437500 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -678496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -678496.875000 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -678496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -678498.687500 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -678498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -678498.687500 Penalty: 4207.062012
	Iteration 33F: 3 clusters Score -678498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -124294.781250 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -124294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122420.921875 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -122420.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -123289.726562 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -123289.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124215.203125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -124215.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -125185.937500 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -125185.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126126.640625 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -126126.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -126503.554688 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -126503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -126710.054688 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -126710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -126710.054688 Penalty: 3438.494141
	Iteration 7F: 3 clusters Score -126710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 100767 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 196414 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
Score: -128950248.000000 Penalty: 102048.265625
Splitting cluster 23 changes total score from -128943592.000000 to -128950248.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -828779.187500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -828779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -823833.750000 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -823833.8 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -825020.375000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -825020.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -825239.750000 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -825239.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -825377.875000 Penalty: 4292.640625
	Iteration 3Q: 3 clusters Score -825377.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -825459.062500 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -825459.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -825530.062500 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -825530.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -825602.250000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -825602.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -825673.437500 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -825673.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -825759.812500 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -825759.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -825859.687500 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -825859.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -825971.875000 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -825971.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -826086.187500 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -826086.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -826219.750000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -826219.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -826360.750000 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -826360.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -826477.812500 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -826477.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -826581.250000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -826581.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -826652.312500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -826652.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -826707.500000 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -826707.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -826738.312500 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -826738.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -826768.625000 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -826768.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -826793.312500 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -826793.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -826816.687500 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -826816.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -826832.812500 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -826832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -826847.437500 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -826847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -826862.312500 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -826862.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -826878.312500 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -826878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -826895.937500 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -826895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -826905.562500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -826905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -826919.000000 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -826919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -826929.812500 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -826929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -826936.312500 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -826936.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -826948.375000 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -826948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -826954.187500 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -826954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -826960.187500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -826960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -826962.125000 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -826962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -826964.312500 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -826964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -826964.687500 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -826964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -826964.687500 Penalty: 4292.640625
	Iteration 37F: 3 clusters Score -826964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -292386.000000 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -292386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -289691.750000 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -289691.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -290200.750000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -290200.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -290335.531250 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -290335.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -290411.937500 Penalty: 3795.191406
	Iteration 3Q: 3 clusters Score -290411.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290451.593750 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -290451.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290480.875000 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -290480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290506.281250 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -290506.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290528.375000 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -290528.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -290549.218750 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -290549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -290558.156250 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -290558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -290567.468750 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -290567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -290572.125000 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -290572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -290577.625000 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -290577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -290582.281250 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -290582.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -290587.156250 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -290587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -290595.062500 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -290595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290600.281250 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -290600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -290603.000000 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -290603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -290605.000000 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -290605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -290608.062500 Penalty: 3795.191406
	Iteration 19Q: 3 clusters Score -290608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -290610.968750 Penalty: 3795.191406
	Iteration 20F: 3 clusters Score -290611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -290615.218750 Penalty: 3795.191406
	Iteration 21Q: 3 clusters Score -290615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -290622.812500 Penalty: 3795.191406
	Iteration 22Q: 3 clusters Score -290622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -290630.750000 Penalty: 3795.191406
	Iteration 23Q: 3 clusters Score -290630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290634.843750 Penalty: 3795.191406
	Iteration 24Q: 3 clusters Score -290634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -290637.187500 Penalty: 3795.191406
	Iteration 25Q: 3 clusters Score -290637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290639.500000 Penalty: 3795.191406
	Iteration 26Q: 3 clusters Score -290639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -290639.812500 Penalty: 3795.191406
	Iteration 27Q: 3 clusters Score -290639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -290640.375000 Penalty: 3795.191406
	Iteration 28Q: 3 clusters Score -290640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290640.781250 Penalty: 3795.191406
	Iteration 29Q: 3 clusters Score -290640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -290641.437500 Penalty: 3795.191406
	Iteration 30Q: 3 clusters Score -290641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290641.750000 Penalty: 3795.191406
	Iteration 31Q: 3 clusters Score -290641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290641.750000 Penalty: 3795.191406
	Iteration 32F: 3 clusters Score -290641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -27995.177734 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -27995.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26902.052734 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -26902.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27055.123047 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -27055.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27101.250000 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -27101.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27133.722656 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -27133.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27167.021484 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -27167.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27201.367188 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -27201.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27205.443359 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -27205.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27209.748047 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -27209.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27209.748047 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -27209.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 150478 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 52092 members 
Mstep: Class 8 contains 29103 members 
Mstep: Class 9 contains 31672 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 39799 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 42706 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38068 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954624.000000 Penalty: 102048.265625
Iteration 119Q: 31 clusters Score -1.289546e+08 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 12956 members 
Mstep: Class 4 contains 44008 members 
Mstep: Class 5 contains 151800 members 
Mstep: Class 6 contains 9472 members 
Mstep: Class 7 contains 52118 members 
Mstep: Class 8 contains 29396 members 
Mstep: Class 9 contains 32179 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40159 members 
Mstep: Class 12 contains 20554 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 28779 members 
Mstep: Class 18 contains 42967 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 38071 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 4838 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 247 members 
Mstep: Class 27 contains 97585 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194576 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128959464.000000 Penalty: 102048.265625
Iteration 120F: 31 clusters Score -1.289595e+08 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 43940 members 
Mstep: Class 5 contains 149226 members 
Mstep: Class 6 contains 9401 members 
Mstep: Class 7 contains 51375 members 
Mstep: Class 8 contains 29370 members 
Mstep: Class 9 contains 32323 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 21031 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 28763 members 
Mstep: Class 18 contains 42883 members 
Mstep: Class 19 contains 10570 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 98088 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196855 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128960624.000000 Penalty: 102048.265625
Iteration 121Q: 31 clusters Score -1.289606e+08 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 12991 members 
Mstep: Class 4 contains 43922 members 
Mstep: Class 5 contains 147431 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 50856 members 
Mstep: Class 8 contains 29358 members 
Mstep: Class 9 contains 32382 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 40070 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 42893 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4860 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 98439 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198241 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128960800.000000 Penalty: 102048.265625
Iteration 122Q: 31 clusters Score -1.289608e+08 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 13000 members 
Mstep: Class 4 contains 43904 members 
Mstep: Class 5 contains 146027 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 50458 members 
Mstep: Class 8 contains 29358 members 
Mstep: Class 9 contains 32415 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 40061 members 
Mstep: Class 12 contains 21889 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 12269 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 42897 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 38093 members 
Mstep: Class 21 contains 6824 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 98838 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199032 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961184.000000 Penalty: 102048.265625
Iteration 123Q: 31 clusters Score -1.289612e+08 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 13010 members 
Mstep: Class 4 contains 43886 members 
Mstep: Class 5 contains 144937 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 50157 members 
Mstep: Class 8 contains 29366 members 
Mstep: Class 9 contains 32426 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 40057 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 12259 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 42903 members 
Mstep: Class 19 contains 10565 members 
Mstep: Class 20 contains 38102 members 
Mstep: Class 21 contains 7431 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 99184 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199413 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961104.000000 Penalty: 102048.265625
Iteration 124Q: 31 clusters Score -1.289611e+08 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 13021 members 
Mstep: Class 4 contains 43874 members 
Mstep: Class 5 contains 143972 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 29380 members 
Mstep: Class 9 contains 32386 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 22517 members 
Mstep: Class 13 contains 2021 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 15 contains 12247 members 
Mstep: Class 16 contains 3608 members 
Mstep: Class 17 contains 28643 members 
Mstep: Class 18 contains 42947 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 38107 members 
Mstep: Class 21 contains 8024 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 99540 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199611 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961152.000000 Penalty: 102048.265625
Iteration 125Q: 31 clusters Score -1.289612e+08 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 13030 members 
Mstep: Class 4 contains 43896 members 
Mstep: Class 5 contains 142981 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 49580 members 
Mstep: Class 8 contains 29399 members 
Mstep: Class 9 contains 32359 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 12236 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 42970 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 8633 members 
Mstep: Class 22 contains 4876 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 99838 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199835 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961584.000000 Penalty: 102048.265625
Iteration 126Q: 31 clusters Score -1.289616e+08 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 43860 members 
Mstep: Class 5 contains 142086 members 
Mstep: Class 6 contains 9129 members 
Mstep: Class 7 contains 49316 members 
Mstep: Class 8 contains 29429 members 
Mstep: Class 9 contains 32286 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40037 members 
Mstep: Class 12 contains 23026 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 12237 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 28608 members 
Mstep: Class 18 contains 43003 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38126 members 
Mstep: Class 21 contains 9265 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 100130 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199995 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961456.000000 Penalty: 102048.265625
Iteration 127Q: 31 clusters Score -1.289615e+08 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 43816 members 
Mstep: Class 5 contains 141164 members 
Mstep: Class 6 contains 9105 members 
Mstep: Class 7 contains 49097 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 32227 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 23291 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 28577 members 
Mstep: Class 18 contains 43039 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38137 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 4883 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 100414 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200075 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128961864.000000 Penalty: 102048.265625
Iteration 128Q: 31 clusters Score -1.289619e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 13059 members 
Mstep: Class 4 contains 43791 members 
Mstep: Class 5 contains 140236 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 48885 members 
Mstep: Class 8 contains 29514 members 
Mstep: Class 9 contains 32176 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40083 members 
Mstep: Class 12 contains 23506 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 28547 members 
Mstep: Class 18 contains 43077 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 38149 members 
Mstep: Class 21 contains 10559 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 100614 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200231 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128962512.000000 Penalty: 102048.265625
Iteration 129Q: 31 clusters Score -1.289625e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 43733 members 
Mstep: Class 5 contains 139436 members 
Mstep: Class 6 contains 9067 members 
Mstep: Class 7 contains 48695 members 
Mstep: Class 8 contains 29587 members 
Mstep: Class 9 contains 32138 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 23720 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 3380 members 
Mstep: Class 17 contains 28524 members 
Mstep: Class 18 contains 43111 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38169 members 
Mstep: Class 21 contains 11206 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 100855 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200230 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128962664.000000 Penalty: 102048.265625
Iteration 130Q: 31 clusters Score -1.289627e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 4 contains 43689 members 
Mstep: Class 5 contains 138656 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 48503 members 
Mstep: Class 8 contains 29667 members 
Mstep: Class 9 contains 32094 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 23943 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 28517 members 
Mstep: Class 18 contains 43135 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38187 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101066 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200169 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128963136.000000 Penalty: 102048.265625
Iteration 131Q: 31 clusters Score -1.289631e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 13082 members 
Mstep: Class 4 contains 43629 members 
Mstep: Class 5 contains 137955 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 48298 members 
Mstep: Class 8 contains 29734 members 
Mstep: Class 9 contains 32096 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 24140 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12207 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 28497 members 
Mstep: Class 18 contains 43159 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38204 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101208 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200140 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128963888.000000 Penalty: 102048.265625
Iteration 132Q: 31 clusters Score -1.289639e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 7107 members 
Mstep: Class 3 contains 13092 members 
Mstep: Class 4 contains 43571 members 
Mstep: Class 5 contains 137242 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 48129 members 
Mstep: Class 8 contains 29775 members 
Mstep: Class 9 contains 32079 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40126 members 
Mstep: Class 12 contains 24311 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12197 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 43179 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38213 members 
Mstep: Class 21 contains 13127 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101335 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200170 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964552.000000 Penalty: 102048.265625
Iteration 133Q: 31 clusters Score -1.289646e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 43546 members 
Mstep: Class 5 contains 136496 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 47991 members 
Mstep: Class 8 contains 29839 members 
Mstep: Class 9 contains 32039 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40126 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12190 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 28476 members 
Mstep: Class 18 contains 43201 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 13732 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101428 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200273 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964504.000000 Penalty: 102048.265625
Iteration 134Q: 31 clusters Score -1.289645e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 13119 members 
Mstep: Class 4 contains 43529 members 
Mstep: Class 5 contains 135804 members 
Mstep: Class 6 contains 9013 members 
Mstep: Class 7 contains 47866 members 
Mstep: Class 8 contains 29918 members 
Mstep: Class 9 contains 32001 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 24530 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12178 members 
Mstep: Class 16 contains 3164 members 
Mstep: Class 17 contains 28456 members 
Mstep: Class 18 contains 43224 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38241 members 
Mstep: Class 21 contains 14294 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101545 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200344 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128964304.000000 Penalty: 102048.265625
Iteration 135Q: 31 clusters Score -1.289643e+08 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 43506 members 
Mstep: Class 5 contains 135159 members 
Mstep: Class 6 contains 9001 members 
Mstep: Class 7 contains 47741 members 
Mstep: Class 8 contains 29974 members 
Mstep: Class 9 contains 31977 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 40146 members 
Mstep: Class 12 contains 24618 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 28439 members 
Mstep: Class 18 contains 43235 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 14844 members 
Mstep: Class 22 contains 4929 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101626 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200451 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -1.289639e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 43499 members 
Mstep: Class 5 contains 134614 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 47603 members 
Mstep: Class 8 contains 30028 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 40158 members 
Mstep: Class 12 contains 24697 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 28430 members 
Mstep: Class 18 contains 43240 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38267 members 
Mstep: Class 21 contains 15380 members 
Mstep: Class 22 contains 4931 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101655 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200514 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 137Q: 31 clusters Score -1.28964e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 43505 members 
Mstep: Class 5 contains 134125 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 47468 members 
Mstep: Class 8 contains 30080 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40169 members 
Mstep: Class 12 contains 24751 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 28424 members 
Mstep: Class 18 contains 43257 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38278 members 
Mstep: Class 21 contains 15870 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101674 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200527 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -1.289641e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 13148 members 
Mstep: Class 4 contains 43525 members 
Mstep: Class 5 contains 133698 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 47352 members 
Mstep: Class 8 contains 30146 members 
Mstep: Class 9 contains 32027 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40190 members 
Mstep: Class 12 contains 24802 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 28417 members 
Mstep: Class 18 contains 43273 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38288 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101647 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200490 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128963888.000000 Penalty: 102048.265625
Iteration 139Q: 31 clusters Score -1.289639e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 43539 members 
Mstep: Class 5 contains 133187 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 47224 members 
Mstep: Class 8 contains 30226 members 
Mstep: Class 9 contains 32056 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40195 members 
Mstep: Class 12 contains 24860 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 12154 members 
Mstep: Class 16 contains 3059 members 
Mstep: Class 17 contains 28400 members 
Mstep: Class 18 contains 43289 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 38291 members 
Mstep: Class 21 contains 16760 members 
Mstep: Class 22 contains 4939 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101670 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200507 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128963776.000000 Penalty: 102048.265625
Iteration 140F: 31 clusters Score -1.289638e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 13167 members 
Mstep: Class 4 contains 43555 members 
Mstep: Class 5 contains 132719 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 47089 members 
Mstep: Class 8 contains 30266 members 
Mstep: Class 9 contains 32112 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40198 members 
Mstep: Class 12 contains 24927 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43297 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38295 members 
Mstep: Class 21 contains 17221 members 
Mstep: Class 22 contains 4942 members 
Mstep: Class 23 contains 236 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101649 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200528 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.289642e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 43552 members 
Mstep: Class 5 contains 132325 members 
Mstep: Class 6 contains 8956 members 
Mstep: Class 7 contains 46968 members 
Mstep: Class 8 contains 30317 members 
Mstep: Class 9 contains 32146 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40185 members 
Mstep: Class 12 contains 24990 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 28370 members 
Mstep: Class 18 contains 43321 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38300 members 
Mstep: Class 21 contains 17639 members 
Mstep: Class 22 contains 4943 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101585 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200525 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 142Q: 31 clusters Score -1.289641e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 13182 members 
Mstep: Class 4 contains 43548 members 
Mstep: Class 5 contains 131995 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 46834 members 
Mstep: Class 8 contains 30372 members 
Mstep: Class 9 contains 32188 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40166 members 
Mstep: Class 12 contains 25049 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 12139 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 28360 members 
Mstep: Class 18 contains 43333 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38305 members 
Mstep: Class 21 contains 18043 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 233 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101515 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200525 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128964256.000000 Penalty: 102048.265625
Iteration 143Q: 31 clusters Score -1.289643e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 13183 members 
Mstep: Class 4 contains 43563 members 
Mstep: Class 5 contains 131699 members 
Mstep: Class 6 contains 8948 members 
Mstep: Class 7 contains 46706 members 
Mstep: Class 8 contains 30439 members 
Mstep: Class 9 contains 32230 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40156 members 
Mstep: Class 12 contains 25094 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 12134 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43348 members 
Mstep: Class 19 contains 10526 members 
Mstep: Class 20 contains 38313 members 
Mstep: Class 21 contains 18429 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 232 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101390 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200519 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128963880.000000 Penalty: 102048.265625
Iteration 144Q: 31 clusters Score -1.289639e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 13189 members 
Mstep: Class 4 contains 43583 members 
Mstep: Class 5 contains 131372 members 
Mstep: Class 6 contains 8944 members 
Mstep: Class 7 contains 46562 members 
Mstep: Class 8 contains 30509 members 
Mstep: Class 9 contains 32269 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40164 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 12130 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 43378 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 38320 members 
Mstep: Class 21 contains 18779 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 101248 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200543 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 145Q: 31 clusters Score -1.289641e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 43605 members 
Mstep: Class 5 contains 131101 members 
Mstep: Class 6 contains 8932 members 
Mstep: Class 7 contains 46449 members 
Mstep: Class 8 contains 30595 members 
Mstep: Class 9 contains 32318 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40172 members 
Mstep: Class 12 contains 25126 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 43380 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 38328 members 
Mstep: Class 21 contains 19127 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 226 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 101106 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200483 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 31 clusters Score -1.289642e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 13207 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 130844 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 46341 members 
Mstep: Class 8 contains 30694 members 
Mstep: Class 9 contains 32349 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40169 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 12120 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43391 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38333 members 
Mstep: Class 21 contains 19432 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100969 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200452 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 147Q: 31 clusters Score -1.289642e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 43662 members 
Mstep: Class 5 contains 130694 members 
Mstep: Class 6 contains 8925 members 
Mstep: Class 7 contains 46227 members 
Mstep: Class 8 contains 30789 members 
Mstep: Class 9 contains 32386 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40163 members 
Mstep: Class 12 contains 25154 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 10528 members 
Mstep: Class 20 contains 38342 members 
Mstep: Class 21 contains 19718 members 
Mstep: Class 22 contains 4931 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100845 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200371 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 148Q: 31 clusters Score -1.289642e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 13218 members 
Mstep: Class 4 contains 43682 members 
Mstep: Class 5 contains 130567 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 46115 members 
Mstep: Class 8 contains 30880 members 
Mstep: Class 9 contains 32428 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40168 members 
Mstep: Class 12 contains 25159 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28344 members 
Mstep: Class 18 contains 43405 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38345 members 
Mstep: Class 21 contains 19948 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 219 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100695 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200320 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 149Q: 31 clusters Score -1.289641e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 13222 members 
Mstep: Class 4 contains 43706 members 
Mstep: Class 5 contains 130432 members 
Mstep: Class 6 contains 8918 members 
Mstep: Class 7 contains 46027 members 
Mstep: Class 8 contains 30952 members 
Mstep: Class 9 contains 32464 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40167 members 
Mstep: Class 12 contains 25157 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 43409 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38351 members 
Mstep: Class 21 contains 20181 members 
Mstep: Class 22 contains 4925 members 
Mstep: Class 23 contains 218 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100587 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200235 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 150Q: 31 clusters Score -1.289643e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 13226 members 
Mstep: Class 4 contains 43743 members 
Mstep: Class 5 contains 130315 members 
Mstep: Class 6 contains 8915 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 31028 members 
Mstep: Class 9 contains 32487 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40157 members 
Mstep: Class 12 contains 25165 members 
Mstep: Class 13 contains 1933 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 12106 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28342 members 
Mstep: Class 18 contains 43420 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 38363 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 4922 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100488 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200149 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 151Q: 31 clusters Score -1.289646e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 13234 members 
Mstep: Class 4 contains 43772 members 
Mstep: Class 5 contains 130141 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 45866 members 
Mstep: Class 8 contains 31104 members 
Mstep: Class 9 contains 32538 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40151 members 
Mstep: Class 12 contains 25170 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 12102 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 28340 members 
Mstep: Class 18 contains 43422 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38375 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100445 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 200063 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 152Q: 31 clusters Score -1.289646e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 13240 members 
Mstep: Class 4 contains 43810 members 
Mstep: Class 5 contains 129938 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 45790 members 
Mstep: Class 8 contains 31186 members 
Mstep: Class 9 contains 32596 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40126 members 
Mstep: Class 12 contains 25174 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 12100 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28336 members 
Mstep: Class 18 contains 43420 members 
Mstep: Class 19 contains 10527 members 
Mstep: Class 20 contains 38391 members 
Mstep: Class 21 contains 20827 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5732 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100393 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199997 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 153Q: 31 clusters Score -1.289647e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 13247 members 
Mstep: Class 4 contains 43845 members 
Mstep: Class 5 contains 129827 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 45721 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 32653 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40119 members 
Mstep: Class 12 contains 25181 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28329 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38404 members 
Mstep: Class 21 contains 21027 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100310 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199875 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964792.000000 Penalty: 102048.265625
Iteration 154Q: 31 clusters Score -1.289648e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 13249 members 
Mstep: Class 4 contains 43870 members 
Mstep: Class 5 contains 129688 members 
Mstep: Class 6 contains 8910 members 
Mstep: Class 7 contains 45666 members 
Mstep: Class 8 contains 31292 members 
Mstep: Class 9 contains 32667 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 25173 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38414 members 
Mstep: Class 21 contains 21237 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100253 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199799 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964888.000000 Penalty: 102048.265625
Iteration 155Q: 31 clusters Score -1.289649e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 13253 members 
Mstep: Class 4 contains 43897 members 
Mstep: Class 5 contains 129530 members 
Mstep: Class 6 contains 8906 members 
Mstep: Class 7 contains 45615 members 
Mstep: Class 8 contains 31354 members 
Mstep: Class 9 contains 32667 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 25156 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12083 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 43416 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38422 members 
Mstep: Class 21 contains 21427 members 
Mstep: Class 22 contains 4901 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100216 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199757 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128964792.000000 Penalty: 102048.265625
Iteration 156Q: 31 clusters Score -1.289648e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 13252 members 
Mstep: Class 4 contains 43935 members 
Mstep: Class 5 contains 129404 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 45550 members 
Mstep: Class 8 contains 31391 members 
Mstep: Class 9 contains 32685 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 25142 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12081 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28330 members 
Mstep: Class 18 contains 43414 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 38425 members 
Mstep: Class 21 contains 21581 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100169 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199728 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965288.000000 Penalty: 102048.265625
Iteration 157Q: 31 clusters Score -1.289653e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 13254 members 
Mstep: Class 4 contains 43977 members 
Mstep: Class 5 contains 129274 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 45494 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 32686 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 25124 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12082 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28329 members 
Mstep: Class 18 contains 43411 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38430 members 
Mstep: Class 21 contains 21733 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100139 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199663 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965392.000000 Penalty: 102048.265625
Iteration 158Q: 31 clusters Score -1.289654e+08 nChanged 1843
Entering ConstructFrom: 
Score: -128965392.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (52527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Entering Unmasked Estep 
Score: -7788700.000000 Penalty: 2695.532471
	Iteration 0F: 2 clusters Score -7788700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7753159.500000 Penalty: 5391.064941
	Iteration 0F: 3 clusters Score -7753160 nChanged 24327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -7766889.500000 Penalty: 5391.064941
	Iteration 1F: 3 clusters Score -7766890 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -7767496.500000 Penalty: 5391.064941
	Iteration 2Q: 3 clusters Score -7767496 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -7768141.000000 Penalty: 5391.064941
	Iteration 3Q: 3 clusters Score -7768141 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -7768952.000000 Penalty: 5391.064941
	Iteration 4Q: 3 clusters Score -7768952 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7769916.500000 Penalty: 5391.064941
	Iteration 5Q: 3 clusters Score -7769916 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7771304.500000 Penalty: 5391.064941
	Iteration 6F: 3 clusters Score -7771304 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -7773302.000000 Penalty: 5391.064941
	Iteration 7F: 3 clusters Score -7773302 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -7776202.500000 Penalty: 5391.064941
	Iteration 8F: 3 clusters Score -7776202 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -7779761.000000 Penalty: 5391.064941
	Iteration 9F: 3 clusters Score -7779761 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -7782995.500000 Penalty: 5391.064941
	Iteration 10F: 3 clusters Score -7782996 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -7785228.000000 Penalty: 5391.064941
	Iteration 11Q: 3 clusters Score -7785228 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -7786399.000000 Penalty: 5391.064941
	Iteration 12Q: 3 clusters Score -7786399 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -7786971.500000 Penalty: 5391.064941
	Iteration 13Q: 3 clusters Score -7786972 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -7787309.000000 Penalty: 5391.064941
	Iteration 14Q: 3 clusters Score -7787309 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -7787537.000000 Penalty: 5391.064941
	Iteration 15Q: 3 clusters Score -7787537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -7787666.000000 Penalty: 5391.064941
	Iteration 16Q: 3 clusters Score -7787666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -7787766.000000 Penalty: 5391.064941
	Iteration 17Q: 3 clusters Score -7787766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -7787796.500000 Penalty: 5391.064941
	Iteration 18Q: 3 clusters Score -7787796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -7787815.000000 Penalty: 5391.064941
	Iteration 19Q: 3 clusters Score -7787815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -7787837.500000 Penalty: 5391.064941
	Iteration 20F: 3 clusters Score -7787838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -7787847.000000 Penalty: 5391.064941
	Iteration 21Q: 3 clusters Score -7787847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -7787860.000000 Penalty: 5391.064941
	Iteration 22Q: 3 clusters Score -7787860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -7787868.500000 Penalty: 5391.064941
	Iteration 23Q: 3 clusters Score -7787868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -7787880.500000 Penalty: 5391.064941
	Iteration 24Q: 3 clusters Score -7787880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -7787875.000000 Penalty: 5391.064941
	Iteration 25Q: 3 clusters Score -7787875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -7787878.500000 Penalty: 5391.064941
	Iteration 26Q: 3 clusters Score -7787878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -7787881.500000 Penalty: 5391.064941
	Iteration 27Q: 3 clusters Score -7787882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -7787883.000000 Penalty: 5391.064941
	Iteration 28Q: 3 clusters Score -7787883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7787879.000000 Penalty: 5391.064941
	Iteration 29Q: 3 clusters Score -7787879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -7787876.500000 Penalty: 5391.064941
	Iteration 30Q: 3 clusters Score -7787876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -7787877.000000 Penalty: 5391.064941
	Iteration 31Q: 3 clusters Score -7787877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -7787876.500000 Penalty: 5391.064941
	Iteration 32Q: 3 clusters Score -7787876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -7787871.500000 Penalty: 5391.064941
	Iteration 33Q: 3 clusters Score -7787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -7787876.000000 Penalty: 5391.064941
	Iteration 34Q: 3 clusters Score -7787876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7787878.500000 Penalty: 5391.064941
	Iteration 35Q: 3 clusters Score -7787878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7787878.500000 Penalty: 5391.064941
	Iteration 36F: 3 clusters Score -7787878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -945713.937500 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -945713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -940004.250000 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -940004.2 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -941669.187500 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -941669.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -942122.875000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -942122.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -942450.312500 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -942450.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -942721.312500 Penalty: 4390.140625
	Iteration 4F: 3 clusters Score -942721.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -942912.625000 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -942912.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -943049.687500 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -943049.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -943158.562500 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -943158.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -943238.875000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -943238.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -943308.250000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -943308.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -943373.000000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -943373 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -943432.937500 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -943432.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -943489.125000 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -943489.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -943533.875000 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -943533.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -943585.562500 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -943585.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -943632.250000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -943632.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -943687.875000 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -943687.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -943746.500000 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -943746.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -943819.437500 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -943819.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -943902.625000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -943902.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -943985.687500 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -943985.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -944041.437500 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -944041.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -944081.000000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -944081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -944104.750000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -944104.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -944121.875000 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -944121.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -944137.437500 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -944137.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -944145.500000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -944145.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -944152.250000 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -944152.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -944157.312500 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -944157.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -944160.937500 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -944160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -944164.062500 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -944164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -944167.437500 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -944167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -944169.437500 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -944169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -944172.250000 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -944172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -944170.312500 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -944170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -944173.250000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -944173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -944178.125000 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -944178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -944179.750000 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -944179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -944181.625000 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -944181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -944182.250000 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -944182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -944186.062500 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -944186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -944187.625000 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -944187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -944187.000000 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -944187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -944188.125000 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -944188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -944191.875000 Penalty: 4390.140625
	Iteration 44Q: 3 clusters Score -944191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -944193.187500 Penalty: 4390.140625
	Iteration 45Q: 3 clusters Score -944193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -944195.125000 Penalty: 4390.140625
	Iteration 46Q: 3 clusters Score -944195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -944195.562500 Penalty: 4390.140625
	Iteration 47Q: 3 clusters Score -944195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -944197.250000 Penalty: 4390.140625
	Iteration 48Q: 3 clusters Score -944197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -944197.125000 Penalty: 4390.140625
	Iteration 49Q: 3 clusters Score -944197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -944198.062500 Penalty: 4390.140625
	Iteration 50Q: 3 clusters Score -944198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -944198.500000 Penalty: 4390.140625
	Iteration 51Q: 3 clusters Score -944198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -944200.375000 Penalty: 4390.140625
	Iteration 52Q: 3 clusters Score -944200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -944204.500000 Penalty: 4390.140625
	Iteration 53Q: 3 clusters Score -944204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -944205.250000 Penalty: 4390.140625
	Iteration 54Q: 3 clusters Score -944205.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -944207.312500 Penalty: 4390.140625
	Iteration 55Q: 3 clusters Score -944207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -944211.250000 Penalty: 4390.140625
	Iteration 56Q: 3 clusters Score -944211.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -944214.125000 Penalty: 4390.140625
	Iteration 57Q: 3 clusters Score -944214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -944215.375000 Penalty: 4390.140625
	Iteration 58Q: 3 clusters Score -944215.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -944221.375000 Penalty: 4390.140625
	Iteration 59Q: 3 clusters Score -944221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -944220.500000 Penalty: 4390.140625
	Iteration 60F: 3 clusters Score -944220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -944221.250000 Penalty: 4390.140625
	Iteration 61Q: 3 clusters Score -944221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -944223.125000 Penalty: 4390.140625
	Iteration 62Q: 3 clusters Score -944223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -944223.750000 Penalty: 4390.140625
	Iteration 63Q: 3 clusters Score -944223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -944224.500000 Penalty: 4390.140625
	Iteration 64Q: 3 clusters Score -944224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -944225.125000 Penalty: 4390.140625
	Iteration 65Q: 3 clusters Score -944225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -944227.750000 Penalty: 4390.140625
	Iteration 66Q: 3 clusters Score -944227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -944227.250000 Penalty: 4390.140625
	Iteration 67Q: 3 clusters Score -944227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -944228.500000 Penalty: 4390.140625
	Iteration 68Q: 3 clusters Score -944228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -944228.500000 Penalty: 4390.140625
	Iteration 69F: 3 clusters Score -944228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Entering Unmasked Estep 
Score: -1774217.500000 Penalty: 2354.066895
	Iteration 0F: 2 clusters Score -1774218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1764534.500000 Penalty: 4708.133789
	Iteration 0F: 3 clusters Score -1764534 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1767510.750000 Penalty: 4708.133789
	Iteration 1F: 3 clusters Score -1767511 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1767905.750000 Penalty: 4708.133789
	Iteration 2F: 3 clusters Score -1767906 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1768251.375000 Penalty: 4708.133789
	Iteration 3F: 3 clusters Score -1768251 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1768600.375000 Penalty: 4708.133789
	Iteration 4Q: 3 clusters Score -1768600 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1768977.125000 Penalty: 4708.133789
	Iteration 5F: 3 clusters Score -1768977 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1769391.875000 Penalty: 4708.133789
	Iteration 6F: 3 clusters Score -1769392 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1769868.000000 Penalty: 4708.133789
	Iteration 7F: 3 clusters Score -1769868 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1770286.750000 Penalty: 4708.133789
	Iteration 8Q: 3 clusters Score -1770287 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1770675.875000 Penalty: 4708.133789
	Iteration 9Q: 3 clusters Score -1770676 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1771011.500000 Penalty: 4708.133789
	Iteration 10Q: 3 clusters Score -1771012 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1771305.875000 Penalty: 4708.133789
	Iteration 11Q: 3 clusters Score -1771306 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1771556.375000 Penalty: 4708.133789
	Iteration 12Q: 3 clusters Score -1771556 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1771729.500000 Penalty: 4708.133789
	Iteration 13Q: 3 clusters Score -1771730 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1771871.750000 Penalty: 4708.133789
	Iteration 14Q: 3 clusters Score -1771872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1771995.250000 Penalty: 4708.133789
	Iteration 15Q: 3 clusters Score -1771995 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1772106.375000 Penalty: 4708.133789
	Iteration 16Q: 3 clusters Score -1772106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1772190.000000 Penalty: 4708.133789
	Iteration 17Q: 3 clusters Score -1772190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1772255.500000 Penalty: 4708.133789
	Iteration 18Q: 3 clusters Score -1772256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1772299.125000 Penalty: 4708.133789
	Iteration 19Q: 3 clusters Score -1772299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1772335.250000 Penalty: 4708.133789
	Iteration 20F: 3 clusters Score -1772335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1772368.250000 Penalty: 4708.133789
	Iteration 21Q: 3 clusters Score -1772368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1772412.375000 Penalty: 4708.133789
	Iteration 22Q: 3 clusters Score -1772412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1772446.750000 Penalty: 4708.133789
	Iteration 23Q: 3 clusters Score -1772447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1772469.125000 Penalty: 4708.133789
	Iteration 24Q: 3 clusters Score -1772469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1772484.750000 Penalty: 4708.133789
	Iteration 25Q: 3 clusters Score -1772485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1772490.750000 Penalty: 4708.133789
	Iteration 26Q: 3 clusters Score -1772491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1772499.625000 Penalty: 4708.133789
	Iteration 27Q: 3 clusters Score -1772500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1772503.750000 Penalty: 4708.133789
	Iteration 28Q: 3 clusters Score -1772504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1772510.750000 Penalty: 4708.133789
	Iteration 29Q: 3 clusters Score -1772511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1772519.000000 Penalty: 4708.133789
	Iteration 30Q: 3 clusters Score -1772519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1772525.250000 Penalty: 4708.133789
	Iteration 31Q: 3 clusters Score -1772525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1772529.500000 Penalty: 4708.133789
	Iteration 32Q: 3 clusters Score -1772530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1772535.000000 Penalty: 4708.133789
	Iteration 33Q: 3 clusters Score -1772535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1772538.750000 Penalty: 4708.133789
	Iteration 34Q: 3 clusters Score -1772539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1772540.500000 Penalty: 4708.133789
	Iteration 35Q: 3 clusters Score -1772540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1772542.125000 Penalty: 4708.133789
	Iteration 36Q: 3 clusters Score -1772542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1772543.250000 Penalty: 4708.133789
	Iteration 37Q: 3 clusters Score -1772543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1772544.375000 Penalty: 4708.133789
	Iteration 38Q: 3 clusters Score -1772544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1772543.500000 Penalty: 4708.133789
	Iteration 39Q: 3 clusters Score -1772544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1772543.500000 Penalty: 4708.133789
	Iteration 40F: 3 clusters Score -1772544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Entering Unmasked Estep 
Score: -6472577.500000 Penalty: 2651.681152
	Iteration 0F: 2 clusters Score -6472578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -6442771.000000 Penalty: 5303.362305
	Iteration 0F: 3 clusters Score -6442771 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -6453961.500000 Penalty: 5303.362305
	Iteration 1F: 3 clusters Score -6453962 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -6454518.500000 Penalty: 5303.362305
	Iteration 2Q: 3 clusters Score -6454518 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6455043.000000 Penalty: 5303.362305
	Iteration 3Q: 3 clusters Score -6455043 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6455675.500000 Penalty: 5303.362305
	Iteration 4Q: 3 clusters Score -6455676 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6456408.000000 Penalty: 5303.362305
	Iteration 5Q: 3 clusters Score -6456408 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -6457438.000000 Penalty: 5303.362305
	Iteration 6Q: 3 clusters Score -6457438 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6458998.500000 Penalty: 5303.362305
	Iteration 7F: 3 clusters Score -6458998 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6461312.500000 Penalty: 5303.362305
	Iteration 8F: 3 clusters Score -6461312 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -6464093.500000 Penalty: 5303.362305
	Iteration 9F: 3 clusters Score -6464094 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -6466775.000000 Penalty: 5303.362305
	Iteration 10F: 3 clusters Score -6466775 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6468559.500000 Penalty: 5303.362305
	Iteration 11Q: 3 clusters Score -6468560 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -6469469.500000 Penalty: 5303.362305
	Iteration 12Q: 3 clusters Score -6469470 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6469887.000000 Penalty: 5303.362305
	Iteration 13Q: 3 clusters Score -6469887 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -6470072.000000 Penalty: 5303.362305
	Iteration 14Q: 3 clusters Score -6470072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6470155.500000 Penalty: 5303.362305
	Iteration 15Q: 3 clusters Score -6470156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6470214.500000 Penalty: 5303.362305
	Iteration 16Q: 3 clusters Score -6470214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -6470237.500000 Penalty: 5303.362305
	Iteration 17Q: 3 clusters Score -6470238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -6470259.500000 Penalty: 5303.362305
	Iteration 18Q: 3 clusters Score -6470260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -6470277.500000 Penalty: 5303.362305
	Iteration 19Q: 3 clusters Score -6470278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6470279.500000 Penalty: 5303.362305
	Iteration 20F: 3 clusters Score -6470280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6470286.500000 Penalty: 5303.362305
	Iteration 21Q: 3 clusters Score -6470286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -6470293.500000 Penalty: 5303.362305
	Iteration 22Q: 3 clusters Score -6470294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -6470298.500000 Penalty: 5303.362305
	Iteration 23Q: 3 clusters Score -6470298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6470301.500000 Penalty: 5303.362305
	Iteration 24Q: 3 clusters Score -6470302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6470304.000000 Penalty: 5303.362305
	Iteration 25Q: 3 clusters Score -6470304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -6470306.500000 Penalty: 5303.362305
	Iteration 26Q: 3 clusters Score -6470306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6470314.500000 Penalty: 5303.362305
	Iteration 27Q: 3 clusters Score -6470314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -6470315.500000 Penalty: 5303.362305
	Iteration 28Q: 3 clusters Score -6470316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -6470315.500000 Penalty: 5303.362305
	Iteration 29F: 3 clusters Score -6470316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (129204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Entering Unmasked Estep 
Score: -18983602.000000 Penalty: 2918.748779
	Iteration 0F: 2 clusters Score -1.89836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -18899298.000000 Penalty: 5837.497559
	Iteration 0F: 3 clusters Score -1.88993e+07 nChanged 61529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -18934262.000000 Penalty: 5837.497559
	Iteration 1F: 3 clusters Score -1.893426e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -18934850.000000 Penalty: 5837.497559
	Iteration 2Q: 3 clusters Score -1.893485e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -18935542.000000 Penalty: 5837.497559
	Iteration 3Q: 3 clusters Score -1.893554e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -18936224.000000 Penalty: 5837.497559
	Iteration 4Q: 3 clusters Score -1.893622e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -18937038.000000 Penalty: 5837.497559
	Iteration 5Q: 3 clusters Score -1.893704e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -18938296.000000 Penalty: 5837.497559
	Iteration 6Q: 3 clusters Score -1.89383e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -18940142.000000 Penalty: 5837.497559
	Iteration 7Q: 3 clusters Score -1.894014e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -18942726.000000 Penalty: 5837.497559
	Iteration 8Q: 3 clusters Score -1.894273e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -18946488.000000 Penalty: 5837.497559
	Iteration 9F: 3 clusters Score -1.894649e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -18951560.000000 Penalty: 5837.497559
	Iteration 10F: 3 clusters Score -1.895156e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -18957636.000000 Penalty: 5837.497559
	Iteration 11F: 3 clusters Score -1.895764e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -18963556.000000 Penalty: 5837.497559
	Iteration 12F: 3 clusters Score -1.896356e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -18967814.000000 Penalty: 5837.497559
	Iteration 13F: 3 clusters Score -1.896781e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -18970244.000000 Penalty: 5837.497559
	Iteration 14Q: 3 clusters Score -1.897024e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -18971636.000000 Penalty: 5837.497559
	Iteration 15Q: 3 clusters Score -1.897164e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -18972856.000000 Penalty: 5837.497559
	Iteration 16Q: 3 clusters Score -1.897286e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -18973866.000000 Penalty: 5837.497559
	Iteration 17Q: 3 clusters Score -1.897387e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -18974900.000000 Penalty: 5837.497559
	Iteration 18Q: 3 clusters Score -1.89749e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -18975638.000000 Penalty: 5837.497559
	Iteration 19Q: 3 clusters Score -1.897564e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -18976304.000000 Penalty: 5837.497559
	Iteration 20F: 3 clusters Score -1.89763e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -18976738.000000 Penalty: 5837.497559
	Iteration 21Q: 3 clusters Score -1.897674e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -18977032.000000 Penalty: 5837.497559
	Iteration 22Q: 3 clusters Score -1.897703e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -18977220.000000 Penalty: 5837.497559
	Iteration 23Q: 3 clusters Score -1.897722e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -18977524.000000 Penalty: 5837.497559
	Iteration 24Q: 3 clusters Score -1.897752e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -18977694.000000 Penalty: 5837.497559
	Iteration 25Q: 3 clusters Score -1.897769e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -18977840.000000 Penalty: 5837.497559
	Iteration 26Q: 3 clusters Score -1.897784e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -18977888.000000 Penalty: 5837.497559
	Iteration 27Q: 3 clusters Score -1.897789e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -18978006.000000 Penalty: 5837.497559
	Iteration 28Q: 3 clusters Score -1.897801e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -18978022.000000 Penalty: 5837.497559
	Iteration 29Q: 3 clusters Score -1.897802e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -18978148.000000 Penalty: 5837.497559
	Iteration 30Q: 3 clusters Score -1.897815e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -18978274.000000 Penalty: 5837.497559
	Iteration 31Q: 3 clusters Score -1.897827e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -18978322.000000 Penalty: 5837.497559
	Iteration 32Q: 3 clusters Score -1.897832e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -18978366.000000 Penalty: 5837.497559
	Iteration 33Q: 3 clusters Score -1.897837e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -18978522.000000 Penalty: 5837.497559
	Iteration 34Q: 3 clusters Score -1.897852e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -18978640.000000 Penalty: 5837.497559
	Iteration 35Q: 3 clusters Score -1.897864e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -18978802.000000 Penalty: 5837.497559
	Iteration 36Q: 3 clusters Score -1.89788e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -18979112.000000 Penalty: 5837.497559
	Iteration 37Q: 3 clusters Score -1.897911e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -18979238.000000 Penalty: 5837.497559
	Iteration 38Q: 3 clusters Score -1.897924e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -18979470.000000 Penalty: 5837.497559
	Iteration 39Q: 3 clusters Score -1.897947e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -18979678.000000 Penalty: 5837.497559
	Iteration 40F: 3 clusters Score -1.897968e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -18979958.000000 Penalty: 5837.497559
	Iteration 41Q: 3 clusters Score -1.897996e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -18980086.000000 Penalty: 5837.497559
	Iteration 42Q: 3 clusters Score -1.898009e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -18980160.000000 Penalty: 5837.497559
	Iteration 43Q: 3 clusters Score -1.898016e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113654 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -18980388.000000 Penalty: 5837.497559
	Iteration 44Q: 3 clusters Score -1.898039e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -18980618.000000 Penalty: 5837.497559
	Iteration 45Q: 3 clusters Score -1.898062e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -18980894.000000 Penalty: 5837.497559
	Iteration 46Q: 3 clusters Score -1.898089e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -18981178.000000 Penalty: 5837.497559
	Iteration 47Q: 3 clusters Score -1.898118e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -18981236.000000 Penalty: 5837.497559
	Iteration 48Q: 3 clusters Score -1.898124e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -18981314.000000 Penalty: 5837.497559
	Iteration 49Q: 3 clusters Score -1.898131e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -18981376.000000 Penalty: 5837.497559
	Iteration 50Q: 3 clusters Score -1.898138e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123036 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -18981348.000000 Penalty: 5837.497559
	Iteration 51Q: 3 clusters Score -1.898135e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -18981402.000000 Penalty: 5837.497559
	Iteration 52Q: 3 clusters Score -1.89814e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124637 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -18981536.000000 Penalty: 5837.497559
	Iteration 53Q: 3 clusters Score -1.898154e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -18981604.000000 Penalty: 5837.497559
	Iteration 54Q: 3 clusters Score -1.89816e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -18981658.000000 Penalty: 5837.497559
	Iteration 55Q: 3 clusters Score -1.898166e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -18981668.000000 Penalty: 5837.497559
	Iteration 56Q: 3 clusters Score -1.898167e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -18981650.000000 Penalty: 5837.497559
	Iteration 57Q: 3 clusters Score -1.898165e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -18981684.000000 Penalty: 5837.497559
	Iteration 58Q: 3 clusters Score -1.898168e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127173 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -18981666.000000 Penalty: 5837.497559
	Iteration 59Q: 3 clusters Score -1.898167e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -18981696.000000 Penalty: 5837.497559
	Iteration 60F: 3 clusters Score -1.89817e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127515 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -18981672.000000 Penalty: 5837.497559
	Iteration 61Q: 3 clusters Score -1.898167e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127661 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18981664.000000 Penalty: 5837.497559
	Iteration 62Q: 3 clusters Score -1.898166e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18981704.000000 Penalty: 5837.497559
	Iteration 63Q: 3 clusters Score -1.89817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127867 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18981714.000000 Penalty: 5837.497559
	Iteration 64Q: 3 clusters Score -1.898171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18981690.000000 Penalty: 5837.497559
	Iteration 65Q: 3 clusters Score -1.898169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -18981702.000000 Penalty: 5837.497559
	Iteration 66Q: 3 clusters Score -1.89817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -18981702.000000 Penalty: 5837.497559
	Iteration 67Q: 3 clusters Score -1.89817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18981690.000000 Penalty: 5837.497559
	Iteration 68Q: 3 clusters Score -1.898169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128074 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18981714.000000 Penalty: 5837.497559
	Iteration 69Q: 3 clusters Score -1.898171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -18981736.000000 Penalty: 5837.497559
	Iteration 70Q: 3 clusters Score -1.898174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -18981742.000000 Penalty: 5837.497559
	Iteration 71Q: 3 clusters Score -1.898174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18981736.000000 Penalty: 5837.497559
	Iteration 72Q: 3 clusters Score -1.898174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128156 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18981730.000000 Penalty: 5837.497559
	Iteration 73Q: 3 clusters Score -1.898173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -18981730.000000 Penalty: 5837.497559
	Iteration 74Q: 3 clusters Score -1.898173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18981708.000000 Penalty: 5837.497559
	Iteration 75Q: 3 clusters Score -1.898171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18981712.000000 Penalty: 5837.497559
	Iteration 76Q: 3 clusters Score -1.898171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18981708.000000 Penalty: 5837.497559
	Iteration 77Q: 3 clusters Score -1.898171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18981708.000000 Penalty: 5837.497559
	Iteration 78Q: 3 clusters Score -1.898171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18981728.000000 Penalty: 5837.497559
	Iteration 79Q: 3 clusters Score -1.898173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18981712.000000 Penalty: 5837.497559
	Iteration 80F: 3 clusters Score -1.898171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -18981720.000000 Penalty: 5837.497559
	Iteration 81Q: 3 clusters Score -1.898172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18981716.000000 Penalty: 5837.497559
	Iteration 82Q: 3 clusters Score -1.898172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18981732.000000 Penalty: 5837.497559
	Iteration 83Q: 3 clusters Score -1.898173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18981716.000000 Penalty: 5837.497559
	Iteration 84Q: 3 clusters Score -1.898172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18981716.000000 Penalty: 5837.497559
	Iteration 85F: 3 clusters Score -1.898172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -1257731.875000 Penalty: 2255.208496
	Iteration 0F: 2 clusters Score -1257732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1250753.500000 Penalty: 4510.416992
	Iteration 0F: 3 clusters Score -1250754 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1252731.250000 Penalty: 4510.416992
	Iteration 1F: 3 clusters Score -1252731 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1253040.750000 Penalty: 4510.416992
	Iteration 2F: 3 clusters Score -1253041 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1253238.000000 Penalty: 4510.416992
	Iteration 3F: 3 clusters Score -1253238 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1253386.875000 Penalty: 4510.416992
	Iteration 4Q: 3 clusters Score -1253387 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1253526.125000 Penalty: 4510.416992
	Iteration 5Q: 3 clusters Score -1253526 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1253667.500000 Penalty: 4510.416992
	Iteration 6Q: 3 clusters Score -1253668 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1253804.750000 Penalty: 4510.416992
	Iteration 7Q: 3 clusters Score -1253805 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1253977.000000 Penalty: 4510.416992
	Iteration 8Q: 3 clusters Score -1253977 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1254169.125000 Penalty: 4510.416992
	Iteration 9Q: 3 clusters Score -1254169 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1254366.125000 Penalty: 4510.416992
	Iteration 10Q: 3 clusters Score -1254366 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1254561.625000 Penalty: 4510.416992
	Iteration 11Q: 3 clusters Score -1254562 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1254795.875000 Penalty: 4510.416992
	Iteration 12Q: 3 clusters Score -1254796 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1255041.875000 Penalty: 4510.416992
	Iteration 13Q: 3 clusters Score -1255042 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1255311.500000 Penalty: 4510.416992
	Iteration 14Q: 3 clusters Score -1255312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1255494.750000 Penalty: 4510.416992
	Iteration 15Q: 3 clusters Score -1255495 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1255657.250000 Penalty: 4510.416992
	Iteration 16Q: 3 clusters Score -1255657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1255791.625000 Penalty: 4510.416992
	Iteration 17Q: 3 clusters Score -1255792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1255938.125000 Penalty: 4510.416992
	Iteration 18Q: 3 clusters Score -1255938 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1256142.375000 Penalty: 4510.416992
	Iteration 19Q: 3 clusters Score -1256142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1256318.750000 Penalty: 4510.416992
	Iteration 20F: 3 clusters Score -1256319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1256415.250000 Penalty: 4510.416992
	Iteration 21Q: 3 clusters Score -1256415 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1256485.875000 Penalty: 4510.416992
	Iteration 22Q: 3 clusters Score -1256486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1256542.375000 Penalty: 4510.416992
	Iteration 23Q: 3 clusters Score -1256542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1256575.750000 Penalty: 4510.416992
	Iteration 24Q: 3 clusters Score -1256576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1256589.750000 Penalty: 4510.416992
	Iteration 25Q: 3 clusters Score -1256590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1256595.000000 Penalty: 4510.416992
	Iteration 26Q: 3 clusters Score -1256595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1256605.875000 Penalty: 4510.416992
	Iteration 27Q: 3 clusters Score -1256606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1256617.375000 Penalty: 4510.416992
	Iteration 28Q: 3 clusters Score -1256617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1256621.000000 Penalty: 4510.416992
	Iteration 29Q: 3 clusters Score -1256621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1256623.000000 Penalty: 4510.416992
	Iteration 30Q: 3 clusters Score -1256623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1256625.500000 Penalty: 4510.416992
	Iteration 31Q: 3 clusters Score -1256626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1256627.125000 Penalty: 4510.416992
	Iteration 32Q: 3 clusters Score -1256627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1256627.625000 Penalty: 4510.416992
	Iteration 33Q: 3 clusters Score -1256628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1256627.625000 Penalty: 4510.416992
	Iteration 34F: 3 clusters Score -1256628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Entering Unmasked Estep 
Score: -6527649.500000 Penalty: 2659.490479
	Iteration 0F: 2 clusters Score -6527650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -6496988.500000 Penalty: 5318.980957
	Iteration 0F: 3 clusters Score -6496988 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6508624.500000 Penalty: 5318.980957
	Iteration 1F: 3 clusters Score -6508624 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6509157.000000 Penalty: 5318.980957
	Iteration 2Q: 3 clusters Score -6509157 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -6509702.500000 Penalty: 5318.980957
	Iteration 3Q: 3 clusters Score -6509702 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6510202.500000 Penalty: 5318.980957
	Iteration 4Q: 3 clusters Score -6510202 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6510642.000000 Penalty: 5318.980957
	Iteration 5Q: 3 clusters Score -6510642 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -6511139.500000 Penalty: 5318.980957
	Iteration 6Q: 3 clusters Score -6511140 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6511688.500000 Penalty: 5318.980957
	Iteration 7Q: 3 clusters Score -6511688 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -6512318.500000 Penalty: 5318.980957
	Iteration 8Q: 3 clusters Score -6512318 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6513073.500000 Penalty: 5318.980957
	Iteration 9Q: 3 clusters Score -6513074 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6513972.500000 Penalty: 5318.980957
	Iteration 10Q: 3 clusters Score -6513972 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -6515153.500000 Penalty: 5318.980957
	Iteration 11Q: 3 clusters Score -6515154 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6516669.500000 Penalty: 5318.980957
	Iteration 12Q: 3 clusters Score -6516670 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -6518324.500000 Penalty: 5318.980957
	Iteration 13Q: 3 clusters Score -6518324 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -6519758.000000 Penalty: 5318.980957
	Iteration 14Q: 3 clusters Score -6519758 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -6520883.500000 Penalty: 5318.980957
	Iteration 15Q: 3 clusters Score -6520884 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -6521874.000000 Penalty: 5318.980957
	Iteration 16Q: 3 clusters Score -6521874 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6522513.500000 Penalty: 5318.980957
	Iteration 17Q: 3 clusters Score -6522514 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -6523066.500000 Penalty: 5318.980957
	Iteration 18Q: 3 clusters Score -6523066 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -6523505.000000 Penalty: 5318.980957
	Iteration 19Q: 3 clusters Score -6523505 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -6523847.500000 Penalty: 5318.980957
	Iteration 20F: 3 clusters Score -6523848 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6524134.000000 Penalty: 5318.980957
	Iteration 21Q: 3 clusters Score -6524134 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6524417.500000 Penalty: 5318.980957
	Iteration 22Q: 3 clusters Score -6524418 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -6524623.500000 Penalty: 5318.980957
	Iteration 23Q: 3 clusters Score -6524624 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -6524798.500000 Penalty: 5318.980957
	Iteration 24Q: 3 clusters Score -6524798 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -6524952.000000 Penalty: 5318.980957
	Iteration 25Q: 3 clusters Score -6524952 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6525110.500000 Penalty: 5318.980957
	Iteration 26Q: 3 clusters Score -6525110 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6525204.000000 Penalty: 5318.980957
	Iteration 27Q: 3 clusters Score -6525204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6525277.500000 Penalty: 5318.980957
	Iteration 28Q: 3 clusters Score -6525278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6525345.000000 Penalty: 5318.980957
	Iteration 29Q: 3 clusters Score -6525345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -6525375.500000 Penalty: 5318.980957
	Iteration 30Q: 3 clusters Score -6525376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -6525391.500000 Penalty: 5318.980957
	Iteration 31Q: 3 clusters Score -6525392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -6525411.000000 Penalty: 5318.980957
	Iteration 32Q: 3 clusters Score -6525411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -6525420.500000 Penalty: 5318.980957
	Iteration 33Q: 3 clusters Score -6525420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -6525441.500000 Penalty: 5318.980957
	Iteration 34Q: 3 clusters Score -6525442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6525430.500000 Penalty: 5318.980957
	Iteration 35Q: 3 clusters Score -6525430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -6525453.000000 Penalty: 5318.980957
	Iteration 36Q: 3 clusters Score -6525453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -6525451.500000 Penalty: 5318.980957
	Iteration 37Q: 3 clusters Score -6525452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -6525455.000000 Penalty: 5318.980957
	Iteration 38Q: 3 clusters Score -6525455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6525454.500000 Penalty: 5318.980957
	Iteration 39Q: 3 clusters Score -6525454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6525461.500000 Penalty: 5318.980957
	Iteration 40F: 3 clusters Score -6525462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -6525467.500000 Penalty: 5318.980957
	Iteration 41Q: 3 clusters Score -6525468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -6525483.500000 Penalty: 5318.980957
	Iteration 42Q: 3 clusters Score -6525484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -6525482.500000 Penalty: 5318.980957
	Iteration 43Q: 3 clusters Score -6525482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -6525488.500000 Penalty: 5318.980957
	Iteration 44Q: 3 clusters Score -6525488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6525493.500000 Penalty: 5318.980957
	Iteration 45Q: 3 clusters Score -6525494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -6525497.000000 Penalty: 5318.980957
	Iteration 46Q: 3 clusters Score -6525497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -6525504.000000 Penalty: 5318.980957
	Iteration 47Q: 3 clusters Score -6525504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -6525504.000000 Penalty: 5318.980957
	Iteration 48Q: 3 clusters Score -6525504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -6525503.000000 Penalty: 5318.980957
	Iteration 49Q: 3 clusters Score -6525503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -6525498.500000 Penalty: 5318.980957
	Iteration 50Q: 3 clusters Score -6525498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -6525498.500000 Penalty: 5318.980957
	Iteration 51F: 3 clusters Score -6525498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Entering Unmasked Estep 
Score: -4657612.500000 Penalty: 2568.523438
	Iteration 0F: 2 clusters Score -4657612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4636237.000000 Penalty: 5137.046875
	Iteration 0F: 3 clusters Score -4636237 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4643751.000000 Penalty: 5137.046875
	Iteration 1F: 3 clusters Score -4643751 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4644154.500000 Penalty: 5137.046875
	Iteration 2Q: 3 clusters Score -4644154 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4644475.500000 Penalty: 5137.046875
	Iteration 3Q: 3 clusters Score -4644476 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4644813.000000 Penalty: 5137.046875
	Iteration 4Q: 3 clusters Score -4644813 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4645037.500000 Penalty: 5137.046875
	Iteration 5Q: 3 clusters Score -4645038 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4645277.500000 Penalty: 5137.046875
	Iteration 6Q: 3 clusters Score -4645278 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4645529.000000 Penalty: 5137.046875
	Iteration 7Q: 3 clusters Score -4645529 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4645848.500000 Penalty: 5137.046875
	Iteration 8Q: 3 clusters Score -4645848 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4646245.000000 Penalty: 5137.046875
	Iteration 9Q: 3 clusters Score -4646245 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4646818.500000 Penalty: 5137.046875
	Iteration 10Q: 3 clusters Score -4646818 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4647528.500000 Penalty: 5137.046875
	Iteration 11Q: 3 clusters Score -4647528 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4648391.000000 Penalty: 5137.046875
	Iteration 12Q: 3 clusters Score -4648391 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4649470.500000 Penalty: 5137.046875
	Iteration 13F: 3 clusters Score -4649470 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -4650689.500000 Penalty: 5137.046875
	Iteration 14F: 3 clusters Score -4650690 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4651891.500000 Penalty: 5137.046875
	Iteration 15Q: 3 clusters Score -4651892 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4652826.500000 Penalty: 5137.046875
	Iteration 16Q: 3 clusters Score -4652826 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4653586.500000 Penalty: 5137.046875
	Iteration 17Q: 3 clusters Score -4653586 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4654166.000000 Penalty: 5137.046875
	Iteration 18Q: 3 clusters Score -4654166 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4654577.000000 Penalty: 5137.046875
	Iteration 19Q: 3 clusters Score -4654577 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4654834.500000 Penalty: 5137.046875
	Iteration 20F: 3 clusters Score -4654834 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4655001.000000 Penalty: 5137.046875
	Iteration 21Q: 3 clusters Score -4655001 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4655128.000000 Penalty: 5137.046875
	Iteration 22Q: 3 clusters Score -4655128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4655187.500000 Penalty: 5137.046875
	Iteration 23Q: 3 clusters Score -4655188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4655256.500000 Penalty: 5137.046875
	Iteration 24Q: 3 clusters Score -4655256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4655285.000000 Penalty: 5137.046875
	Iteration 25Q: 3 clusters Score -4655285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4655320.500000 Penalty: 5137.046875
	Iteration 26Q: 3 clusters Score -4655320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4655345.000000 Penalty: 5137.046875
	Iteration 27Q: 3 clusters Score -4655345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4655359.500000 Penalty: 5137.046875
	Iteration 28Q: 3 clusters Score -4655360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4655368.000000 Penalty: 5137.046875
	Iteration 29Q: 3 clusters Score -4655368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4655383.500000 Penalty: 5137.046875
	Iteration 30Q: 3 clusters Score -4655384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4655384.500000 Penalty: 5137.046875
	Iteration 31Q: 3 clusters Score -4655384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4655389.500000 Penalty: 5137.046875
	Iteration 32Q: 3 clusters Score -4655390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4655393.000000 Penalty: 5137.046875
	Iteration 33Q: 3 clusters Score -4655393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4655395.000000 Penalty: 5137.046875
	Iteration 34Q: 3 clusters Score -4655395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4655403.500000 Penalty: 5137.046875
	Iteration 35Q: 3 clusters Score -4655404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4655410.000000 Penalty: 5137.046875
	Iteration 36Q: 3 clusters Score -4655410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4655424.500000 Penalty: 5137.046875
	Iteration 37Q: 3 clusters Score -4655424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4655426.000000 Penalty: 5137.046875
	Iteration 38Q: 3 clusters Score -4655426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4655423.500000 Penalty: 5137.046875
	Iteration 39Q: 3 clusters Score -4655424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4655424.000000 Penalty: 5137.046875
	Iteration 40F: 3 clusters Score -4655424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4655424.000000 Penalty: 5137.046875
	Iteration 41Q: 3 clusters Score -4655424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4655424.000000 Penalty: 5137.046875
	Iteration 42F: 3 clusters Score -4655424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Entering Unmasked Estep 
Score: -4850824.000000 Penalty: 2577.787354
	Iteration 0F: 2 clusters Score -4850824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4828498.000000 Penalty: 5155.574707
	Iteration 0F: 3 clusters Score -4828498 nChanged 14740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4836497.500000 Penalty: 5155.574707
	Iteration 1F: 3 clusters Score -4836498 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4836894.000000 Penalty: 5155.574707
	Iteration 2Q: 3 clusters Score -4836894 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4837231.000000 Penalty: 5155.574707
	Iteration 3Q: 3 clusters Score -4837231 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4837532.500000 Penalty: 5155.574707
	Iteration 4Q: 3 clusters Score -4837532 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4837910.000000 Penalty: 5155.574707
	Iteration 5Q: 3 clusters Score -4837910 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4838323.000000 Penalty: 5155.574707
	Iteration 6Q: 3 clusters Score -4838323 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4838886.000000 Penalty: 5155.574707
	Iteration 7Q: 3 clusters Score -4838886 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4839607.000000 Penalty: 5155.574707
	Iteration 8Q: 3 clusters Score -4839607 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4840620.000000 Penalty: 5155.574707
	Iteration 9Q: 3 clusters Score -4840620 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4841928.000000 Penalty: 5155.574707
	Iteration 10F: 3 clusters Score -4841928 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4843385.500000 Penalty: 5155.574707
	Iteration 11F: 3 clusters Score -4843386 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4844833.000000 Penalty: 5155.574707
	Iteration 12F: 3 clusters Score -4844833 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4846004.500000 Penalty: 5155.574707
	Iteration 13Q: 3 clusters Score -4846004 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4846940.500000 Penalty: 5155.574707
	Iteration 14Q: 3 clusters Score -4846940 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4847544.500000 Penalty: 5155.574707
	Iteration 15Q: 3 clusters Score -4847544 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4847946.000000 Penalty: 5155.574707
	Iteration 16Q: 3 clusters Score -4847946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4848150.000000 Penalty: 5155.574707
	Iteration 17Q: 3 clusters Score -4848150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4848290.500000 Penalty: 5155.574707
	Iteration 18Q: 3 clusters Score -4848290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4848394.500000 Penalty: 5155.574707
	Iteration 19Q: 3 clusters Score -4848394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4848459.000000 Penalty: 5155.574707
	Iteration 20F: 3 clusters Score -4848459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4848497.000000 Penalty: 5155.574707
	Iteration 21Q: 3 clusters Score -4848497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4848524.000000 Penalty: 5155.574707
	Iteration 22Q: 3 clusters Score -4848524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4848543.500000 Penalty: 5155.574707
	Iteration 23Q: 3 clusters Score -4848544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4848563.000000 Penalty: 5155.574707
	Iteration 24Q: 3 clusters Score -4848563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4848576.500000 Penalty: 5155.574707
	Iteration 25Q: 3 clusters Score -4848576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4848590.000000 Penalty: 5155.574707
	Iteration 26Q: 3 clusters Score -4848590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4848591.000000 Penalty: 5155.574707
	Iteration 27Q: 3 clusters Score -4848591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4848591.000000 Penalty: 5155.574707
	Iteration 28Q: 3 clusters Score -4848591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4848598.500000 Penalty: 5155.574707
	Iteration 29Q: 3 clusters Score -4848598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4848602.500000 Penalty: 5155.574707
	Iteration 30Q: 3 clusters Score -4848602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4848602.500000 Penalty: 5155.574707
	Iteration 31F: 3 clusters Score -4848602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -83477.367188 Penalty: 1657.783691
	Iteration 0F: 2 clusters Score -83477.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81864.390625 Penalty: 3315.567383
	Iteration 0F: 3 clusters Score -81864.39 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82372.937500 Penalty: 3315.567383
	Iteration 1F: 3 clusters Score -82372.94 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -82821.601562 Penalty: 3315.567383
	Iteration 2F: 3 clusters Score -82821.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83253.109375 Penalty: 3315.567383
	Iteration 3F: 3 clusters Score -83253.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -83709.367188 Penalty: 3315.567383
	Iteration 4F: 3 clusters Score -83709.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -83938.320312 Penalty: 3315.567383
	Iteration 5F: 3 clusters Score -83938.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -84111.835938 Penalty: 3315.567383
	Iteration 6Q: 3 clusters Score -84111.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -84137.085938 Penalty: 3315.567383
	Iteration 7Q: 3 clusters Score -84137.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -84142.406250 Penalty: 3315.567383
	Iteration 8Q: 3 clusters Score -84142.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -84142.406250 Penalty: 3315.567383
	Iteration 9F: 3 clusters Score -84142.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 44014 members 
Mstep: Class 5 contains 129204 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 45422 members 
Mstep: Class 8 contains 31475 members 
Mstep: Class 9 contains 32673 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 25117 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28328 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38432 members 
Mstep: Class 21 contains 21862 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100108 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199611 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 669 members 
Entering Unmasked Estep 
Score: -128964760.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128965392.000000 to -128964760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Entering Unmasked Estep 
Score: -5549887.000000 Penalty: 2628.566162
	Iteration 0F: 2 clusters Score -5549887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5522876.500000 Penalty: 5257.132324
	Iteration 0F: 3 clusters Score -5522876 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5533430.500000 Penalty: 5257.132324
	Iteration 1F: 3 clusters Score -5533430 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5534674.000000 Penalty: 5257.132324
	Iteration 2F: 3 clusters Score -5534674 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5536344.000000 Penalty: 5257.132324
	Iteration 3F: 3 clusters Score -5536344 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5538375.500000 Penalty: 5257.132324
	Iteration 4F: 3 clusters Score -5538376 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -5540562.000000 Penalty: 5257.132324
	Iteration 5F: 3 clusters Score -5540562 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5542368.500000 Penalty: 5257.132324
	Iteration 6F: 3 clusters Score -5542368 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5543902.500000 Penalty: 5257.132324
	Iteration 7F: 3 clusters Score -5543902 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5545032.000000 Penalty: 5257.132324
	Iteration 8Q: 3 clusters Score -5545032 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5545828.500000 Penalty: 5257.132324
	Iteration 9Q: 3 clusters Score -5545828 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5546485.000000 Penalty: 5257.132324
	Iteration 10Q: 3 clusters Score -5546485 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5546976.000000 Penalty: 5257.132324
	Iteration 11Q: 3 clusters Score -5546976 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -5547324.500000 Penalty: 5257.132324
	Iteration 12Q: 3 clusters Score -5547324 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5547611.000000 Penalty: 5257.132324
	Iteration 13Q: 3 clusters Score -5547611 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5547812.000000 Penalty: 5257.132324
	Iteration 14Q: 3 clusters Score -5547812 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5547952.000000 Penalty: 5257.132324
	Iteration 15Q: 3 clusters Score -5547952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5548039.500000 Penalty: 5257.132324
	Iteration 16Q: 3 clusters Score -5548040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5548116.000000 Penalty: 5257.132324
	Iteration 17Q: 3 clusters Score -5548116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5548174.500000 Penalty: 5257.132324
	Iteration 18Q: 3 clusters Score -5548174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5548210.000000 Penalty: 5257.132324
	Iteration 19Q: 3 clusters Score -5548210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5548231.000000 Penalty: 5257.132324
	Iteration 20F: 3 clusters Score -5548231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5548239.500000 Penalty: 5257.132324
	Iteration 21Q: 3 clusters Score -5548240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5548259.000000 Penalty: 5257.132324
	Iteration 22Q: 3 clusters Score -5548259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5548268.500000 Penalty: 5257.132324
	Iteration 23Q: 3 clusters Score -5548268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5548266.500000 Penalty: 5257.132324
	Iteration 24Q: 3 clusters Score -5548266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5548268.000000 Penalty: 5257.132324
	Iteration 25Q: 3 clusters Score -5548268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5548282.000000 Penalty: 5257.132324
	Iteration 26Q: 3 clusters Score -5548282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5548273.500000 Penalty: 5257.132324
	Iteration 27Q: 3 clusters Score -5548274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5548269.000000 Penalty: 5257.132324
	Iteration 28Q: 3 clusters Score -5548269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5548266.000000 Penalty: 5257.132324
	Iteration 29Q: 3 clusters Score -5548266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5548267.000000 Penalty: 5257.132324
	Iteration 30Q: 3 clusters Score -5548267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5548265.000000 Penalty: 5257.132324
	Iteration 31Q: 3 clusters Score -5548265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -5548268.000000 Penalty: 5257.132324
	Iteration 32Q: 3 clusters Score -5548268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5548280.000000 Penalty: 5257.132324
	Iteration 33Q: 3 clusters Score -5548280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5548274.000000 Penalty: 5257.132324
	Iteration 34Q: 3 clusters Score -5548274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5548274.000000 Penalty: 5257.132324
	Iteration 35Q: 3 clusters Score -5548274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5548281.500000 Penalty: 5257.132324
	Iteration 36Q: 3 clusters Score -5548282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5548272.000000 Penalty: 5257.132324
	Iteration 37Q: 3 clusters Score -5548272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5548273.500000 Penalty: 5257.132324
	Iteration 38Q: 3 clusters Score -5548274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5548273.500000 Penalty: 5257.132324
	Iteration 39Q: 3 clusters Score -5548274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -5548278.500000 Penalty: 5257.132324
	Iteration 40F: 3 clusters Score -5548278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5548282.500000 Penalty: 5257.132324
	Iteration 41Q: 3 clusters Score -5548282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5548276.500000 Penalty: 5257.132324
	Iteration 42Q: 3 clusters Score -5548276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5548280.500000 Penalty: 5257.132324
	Iteration 43Q: 3 clusters Score -5548280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5548280.500000 Penalty: 5257.132324
	Iteration 44F: 3 clusters Score -5548280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Entering Unmasked Estep 
Score: -3728535.250000 Penalty: 2512.562500
	Iteration 0F: 2 clusters Score -3728535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3711289.750000 Penalty: 5025.125000
	Iteration 0F: 3 clusters Score -3711290 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3717252.250000 Penalty: 5025.125000
	Iteration 1F: 3 clusters Score -3717252 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3717701.750000 Penalty: 5025.125000
	Iteration 2F: 3 clusters Score -3717702 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3718066.500000 Penalty: 5025.125000
	Iteration 3Q: 3 clusters Score -3718066 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3718404.000000 Penalty: 5025.125000
	Iteration 4Q: 3 clusters Score -3718404 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3718802.750000 Penalty: 5025.125000
	Iteration 5Q: 3 clusters Score -3718803 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3719276.750000 Penalty: 5025.125000
	Iteration 6Q: 3 clusters Score -3719277 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3719803.250000 Penalty: 5025.125000
	Iteration 7Q: 3 clusters Score -3719803 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3720537.250000 Penalty: 5025.125000
	Iteration 8Q: 3 clusters Score -3720537 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3721438.750000 Penalty: 5025.125000
	Iteration 9F: 3 clusters Score -3721439 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3722498.000000 Penalty: 5025.125000
	Iteration 10F: 3 clusters Score -3722498 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3723532.250000 Penalty: 5025.125000
	Iteration 11Q: 3 clusters Score -3723532 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3724303.750000 Penalty: 5025.125000
	Iteration 12Q: 3 clusters Score -3724304 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3724716.000000 Penalty: 5025.125000
	Iteration 13Q: 3 clusters Score -3724716 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3724946.500000 Penalty: 5025.125000
	Iteration 14Q: 3 clusters Score -3724946 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3725123.750000 Penalty: 5025.125000
	Iteration 15Q: 3 clusters Score -3725124 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3725269.750000 Penalty: 5025.125000
	Iteration 16Q: 3 clusters Score -3725270 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3725381.000000 Penalty: 5025.125000
	Iteration 17Q: 3 clusters Score -3725381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3725450.250000 Penalty: 5025.125000
	Iteration 18Q: 3 clusters Score -3725450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3725521.750000 Penalty: 5025.125000
	Iteration 19Q: 3 clusters Score -3725522 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3725601.750000 Penalty: 5025.125000
	Iteration 20F: 3 clusters Score -3725602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3725658.000000 Penalty: 5025.125000
	Iteration 21Q: 3 clusters Score -3725658 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3725709.500000 Penalty: 5025.125000
	Iteration 22Q: 3 clusters Score -3725710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3725752.500000 Penalty: 5025.125000
	Iteration 23Q: 3 clusters Score -3725752 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3725795.500000 Penalty: 5025.125000
	Iteration 24Q: 3 clusters Score -3725796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3725843.500000 Penalty: 5025.125000
	Iteration 25Q: 3 clusters Score -3725844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3725880.500000 Penalty: 5025.125000
	Iteration 26Q: 3 clusters Score -3725880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3725893.000000 Penalty: 5025.125000
	Iteration 27Q: 3 clusters Score -3725893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3725935.250000 Penalty: 5025.125000
	Iteration 28Q: 3 clusters Score -3725935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3725961.250000 Penalty: 5025.125000
	Iteration 29Q: 3 clusters Score -3725961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3725974.250000 Penalty: 5025.125000
	Iteration 30Q: 3 clusters Score -3725974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3725990.250000 Penalty: 5025.125000
	Iteration 31Q: 3 clusters Score -3725990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3726011.750000 Penalty: 5025.125000
	Iteration 32Q: 3 clusters Score -3726012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3726038.500000 Penalty: 5025.125000
	Iteration 33Q: 3 clusters Score -3726038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3726064.250000 Penalty: 5025.125000
	Iteration 34Q: 3 clusters Score -3726064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3726076.000000 Penalty: 5025.125000
	Iteration 35Q: 3 clusters Score -3726076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3726089.000000 Penalty: 5025.125000
	Iteration 36Q: 3 clusters Score -3726089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3726108.750000 Penalty: 5025.125000
	Iteration 37Q: 3 clusters Score -3726109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3726129.000000 Penalty: 5025.125000
	Iteration 38Q: 3 clusters Score -3726129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3726147.250000 Penalty: 5025.125000
	Iteration 39Q: 3 clusters Score -3726147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3726152.000000 Penalty: 5025.125000
	Iteration 40F: 3 clusters Score -3726152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3726164.750000 Penalty: 5025.125000
	Iteration 41Q: 3 clusters Score -3726165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3726186.500000 Penalty: 5025.125000
	Iteration 42Q: 3 clusters Score -3726186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3726204.500000 Penalty: 5025.125000
	Iteration 43Q: 3 clusters Score -3726204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3726206.000000 Penalty: 5025.125000
	Iteration 44Q: 3 clusters Score -3726206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3726219.750000 Penalty: 5025.125000
	Iteration 45Q: 3 clusters Score -3726220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3726231.250000 Penalty: 5025.125000
	Iteration 46Q: 3 clusters Score -3726231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3726232.000000 Penalty: 5025.125000
	Iteration 47Q: 3 clusters Score -3726232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3726238.750000 Penalty: 5025.125000
	Iteration 48Q: 3 clusters Score -3726239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3726247.250000 Penalty: 5025.125000
	Iteration 49Q: 3 clusters Score -3726247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3726248.750000 Penalty: 5025.125000
	Iteration 50Q: 3 clusters Score -3726249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3726253.500000 Penalty: 5025.125000
	Iteration 51Q: 3 clusters Score -3726254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3726260.000000 Penalty: 5025.125000
	Iteration 52Q: 3 clusters Score -3726260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3726263.500000 Penalty: 5025.125000
	Iteration 53Q: 3 clusters Score -3726264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3726266.250000 Penalty: 5025.125000
	Iteration 54Q: 3 clusters Score -3726266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3726267.750000 Penalty: 5025.125000
	Iteration 55Q: 3 clusters Score -3726268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3726272.750000 Penalty: 5025.125000
	Iteration 56Q: 3 clusters Score -3726273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3726278.500000 Penalty: 5025.125000
	Iteration 57Q: 3 clusters Score -3726278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3726278.250000 Penalty: 5025.125000
	Iteration 58Q: 3 clusters Score -3726278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3726284.750000 Penalty: 5025.125000
	Iteration 59Q: 3 clusters Score -3726285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3726286.000000 Penalty: 5025.125000
	Iteration 60F: 3 clusters Score -3726286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3726295.000000 Penalty: 5025.125000
	Iteration 61Q: 3 clusters Score -3726295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3726298.500000 Penalty: 5025.125000
	Iteration 62Q: 3 clusters Score -3726298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3726300.500000 Penalty: 5025.125000
	Iteration 63Q: 3 clusters Score -3726300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3726305.250000 Penalty: 5025.125000
	Iteration 64Q: 3 clusters Score -3726305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3726304.750000 Penalty: 5025.125000
	Iteration 65Q: 3 clusters Score -3726305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3726303.250000 Penalty: 5025.125000
	Iteration 66Q: 3 clusters Score -3726303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3726305.500000 Penalty: 5025.125000
	Iteration 67Q: 3 clusters Score -3726306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3726300.500000 Penalty: 5025.125000
	Iteration 68Q: 3 clusters Score -3726300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3726303.250000 Penalty: 5025.125000
	Iteration 69Q: 3 clusters Score -3726303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3726296.750000 Penalty: 5025.125000
	Iteration 70Q: 3 clusters Score -3726297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3726299.500000 Penalty: 5025.125000
	Iteration 71Q: 3 clusters Score -3726300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3726299.500000 Penalty: 5025.125000
	Iteration 72Q: 3 clusters Score -3726300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3726301.500000 Penalty: 5025.125000
	Iteration 73Q: 3 clusters Score -3726302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3726302.750000 Penalty: 5025.125000
	Iteration 74Q: 3 clusters Score -3726303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3726303.500000 Penalty: 5025.125000
	Iteration 75Q: 3 clusters Score -3726304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3726305.750000 Penalty: 5025.125000
	Iteration 76Q: 3 clusters Score -3726306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3726306.500000 Penalty: 5025.125000
	Iteration 77Q: 3 clusters Score -3726306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3726304.250000 Penalty: 5025.125000
	Iteration 78Q: 3 clusters Score -3726304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3726304.750000 Penalty: 5025.125000
	Iteration 79Q: 3 clusters Score -3726305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3726305.250000 Penalty: 5025.125000
	Iteration 80F: 3 clusters Score -3726305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3726301.000000 Penalty: 5025.125000
	Iteration 81Q: 3 clusters Score -3726301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3726305.250000 Penalty: 5025.125000
	Iteration 82Q: 3 clusters Score -3726305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3726316.500000 Penalty: 5025.125000
	Iteration 83Q: 3 clusters Score -3726316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3726316.000000 Penalty: 5025.125000
	Iteration 84Q: 3 clusters Score -3726316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3726321.750000 Penalty: 5025.125000
	Iteration 85Q: 3 clusters Score -3726322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3726324.250000 Penalty: 5025.125000
	Iteration 86Q: 3 clusters Score -3726324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3726323.250000 Penalty: 5025.125000
	Iteration 87Q: 3 clusters Score -3726323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3726332.750000 Penalty: 5025.125000
	Iteration 88Q: 3 clusters Score -3726333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3726333.250000 Penalty: 5025.125000
	Iteration 89Q: 3 clusters Score -3726333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3726334.500000 Penalty: 5025.125000
	Iteration 90Q: 3 clusters Score -3726334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3726334.000000 Penalty: 5025.125000
	Iteration 91Q: 3 clusters Score -3726334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3726338.000000 Penalty: 5025.125000
	Iteration 92Q: 3 clusters Score -3726338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3726336.750000 Penalty: 5025.125000
	Iteration 93Q: 3 clusters Score -3726337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3726336.750000 Penalty: 5025.125000
	Iteration 94F: 3 clusters Score -3726337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -244971.468750 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -244971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242407.562500 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -242407.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -243014.843750 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -243014.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -243238.000000 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -243238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -243392.812500 Penalty: 3753.659912
	Iteration 3F: 3 clusters Score -243392.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -243523.093750 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -243523.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -243639.687500 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -243639.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -243734.859375 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -243734.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243823.671875 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -243823.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -243898.265625 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -243898.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243951.968750 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -243952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -243986.875000 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -243986.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -244020.109375 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -244020.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -244055.281250 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -244055.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244085.812500 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -244085.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244114.265625 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -244114.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244132.171875 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -244132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244142.343750 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -244142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -244154.734375 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -244154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -244158.625000 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -244158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -244160.515625 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -244160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -244162.250000 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -244162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -244164.640625 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -244164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244165.343750 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -244165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244169.375000 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -244169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244169.375000 Penalty: 3753.659912
	Iteration 24F: 3 clusters Score -244169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 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 418 members 
Entering Unmasked Estep 
Score: -120176.343750 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120176.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120515.140625 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120515.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120669.398438 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -120669.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120805.187500 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -120805.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120920.179688 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -120920.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121009.382812 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -121009.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121116.640625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -121116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -121193.039062 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -121193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121226.054688 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121263.382812 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121263.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -121333.625000 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -121426.390625 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -121426.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -121535.109375 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -121535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -121628.257812 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -121628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -121685.523438 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -121685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -121696.164062 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -121696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -121713.046875 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -121713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -121713.046875 Penalty: 3380.013184
	Iteration 17F: 3 clusters Score -121713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1539082.625000 Penalty: 2330.966553
	Iteration 0F: 2 clusters Score -1539083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1530173.875000 Penalty: 4661.933105
	Iteration 0F: 3 clusters Score -1530174 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1532998.125000 Penalty: 4661.933105
	Iteration 1F: 3 clusters Score -1532998 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1533534.125000 Penalty: 4661.933105
	Iteration 2F: 3 clusters Score -1533534 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1534020.500000 Penalty: 4661.933105
	Iteration 3F: 3 clusters Score -1534020 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1534576.250000 Penalty: 4661.933105
	Iteration 4F: 3 clusters Score -1534576 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1535133.250000 Penalty: 4661.933105
	Iteration 5F: 3 clusters Score -1535133 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1535783.625000 Penalty: 4661.933105
	Iteration 6F: 3 clusters Score -1535784 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1536485.125000 Penalty: 4661.933105
	Iteration 7F: 3 clusters Score -1536485 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1537161.250000 Penalty: 4661.933105
	Iteration 8F: 3 clusters Score -1537161 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1537698.250000 Penalty: 4661.933105
	Iteration 9F: 3 clusters Score -1537698 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1538030.500000 Penalty: 4661.933105
	Iteration 10Q: 3 clusters Score -1538030 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1538217.375000 Penalty: 4661.933105
	Iteration 11Q: 3 clusters Score -1538217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1538356.750000 Penalty: 4661.933105
	Iteration 12Q: 3 clusters Score -1538357 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1538471.500000 Penalty: 4661.933105
	Iteration 13Q: 3 clusters Score -1538472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1538557.125000 Penalty: 4661.933105
	Iteration 14Q: 3 clusters Score -1538557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1538609.125000 Penalty: 4661.933105
	Iteration 15Q: 3 clusters Score -1538609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1538645.500000 Penalty: 4661.933105
	Iteration 16Q: 3 clusters Score -1538646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1538675.250000 Penalty: 4661.933105
	Iteration 17Q: 3 clusters Score -1538675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1538694.375000 Penalty: 4661.933105
	Iteration 18Q: 3 clusters Score -1538694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1538711.375000 Penalty: 4661.933105
	Iteration 19Q: 3 clusters Score -1538711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1538720.750000 Penalty: 4661.933105
	Iteration 20F: 3 clusters Score -1538721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1538732.500000 Penalty: 4661.933105
	Iteration 21Q: 3 clusters Score -1538732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1538737.500000 Penalty: 4661.933105
	Iteration 22Q: 3 clusters Score -1538738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1538742.250000 Penalty: 4661.933105
	Iteration 23Q: 3 clusters Score -1538742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1538744.250000 Penalty: 4661.933105
	Iteration 24Q: 3 clusters Score -1538744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1538742.750000 Penalty: 4661.933105
	Iteration 25Q: 3 clusters Score -1538743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1538746.875000 Penalty: 4661.933105
	Iteration 26Q: 3 clusters Score -1538747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1538744.750000 Penalty: 4661.933105
	Iteration 27Q: 3 clusters Score -1538745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1538745.250000 Penalty: 4661.933105
	Iteration 28Q: 3 clusters Score -1538745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1538745.875000 Penalty: 4661.933105
	Iteration 29Q: 3 clusters Score -1538746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1538746.500000 Penalty: 4661.933105
	Iteration 30Q: 3 clusters Score -1538746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1538746.500000 Penalty: 4661.933105
	Iteration 31F: 3 clusters Score -1538746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -437269.781250 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -437269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -433976.062500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -433976.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -434656.906250 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -434656.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -434792.156250 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -434792.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -434866.343750 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -434866.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -434939.968750 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -434940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -435013.218750 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -435013.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435092.312500 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -435092.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435185.968750 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -435186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435288.687500 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -435288.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -435435.406250 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -435435.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -435607.437500 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -435607.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435773.437500 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -435773.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -435909.312500 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -435909.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -436020.562500 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -436020.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -436108.000000 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -436108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436164.312500 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -436164.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -436202.437500 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -436202.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -436241.593750 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -436241.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -436269.750000 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -436269.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -436296.531250 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -436296.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -436315.031250 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -436315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -436325.562500 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -436325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -436333.718750 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -436333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -436336.125000 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -436336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -436336.937500 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -436336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -436336.437500 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -436336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -436336.437500 Penalty: 3974.618164
	Iteration 26F: 3 clusters Score -436336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Entering Unmasked Estep 
Score: -4113651.000000 Penalty: 2542.398193
	Iteration 0F: 2 clusters Score -4113651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4094060.750000 Penalty: 5084.796387
	Iteration 0F: 3 clusters Score -4094061 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4101065.750000 Penalty: 5084.796387
	Iteration 1F: 3 clusters Score -4101066 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4101509.500000 Penalty: 5084.796387
	Iteration 2Q: 3 clusters Score -4101510 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4101884.750000 Penalty: 5084.796387
	Iteration 3Q: 3 clusters Score -4101885 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4102290.250000 Penalty: 5084.796387
	Iteration 4Q: 3 clusters Score -4102290 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4102692.000000 Penalty: 5084.796387
	Iteration 5Q: 3 clusters Score -4102692 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4103166.750000 Penalty: 5084.796387
	Iteration 6Q: 3 clusters Score -4103167 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4103748.500000 Penalty: 5084.796387
	Iteration 7Q: 3 clusters Score -4103748 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4104436.000000 Penalty: 5084.796387
	Iteration 8Q: 3 clusters Score -4104436 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4105248.000000 Penalty: 5084.796387
	Iteration 9Q: 3 clusters Score -4105248 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4106192.000000 Penalty: 5084.796387
	Iteration 10F: 3 clusters Score -4106192 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4107175.750000 Penalty: 5084.796387
	Iteration 11Q: 3 clusters Score -4107176 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4108122.500000 Penalty: 5084.796387
	Iteration 12Q: 3 clusters Score -4108122 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4108858.750000 Penalty: 5084.796387
	Iteration 13Q: 3 clusters Score -4108859 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4109430.250000 Penalty: 5084.796387
	Iteration 14Q: 3 clusters Score -4109430 nChanged 666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4109812 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4110061.000000 Penalty: 5084.796387
	Iteration 16Q: 3 clusters Score -4110061 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4110223.500000 Penalty: 5084.796387
	Iteration 17Q: 3 clusters Score -4110224 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4110344.750000 Penalty: 5084.796387
	Iteration 18Q: 3 clusters Score -4110345 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4110439.500000 Penalty: 5084.796387
	Iteration 19Q: 3 clusters Score -4110440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4110504.500000 Penalty: 5084.796387
	Iteration 20F: 3 clusters Score -4110504 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4110549.500000 Penalty: 5084.796387
	Iteration 21Q: 3 clusters Score -4110550 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4110582.750000 Penalty: 5084.796387
	Iteration 22Q: 3 clusters Score -4110583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4110594.250000 Penalty: 5084.796387
	Iteration 23Q: 3 clusters Score -4110594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4110624.000000 Penalty: 5084.796387
	Iteration 24Q: 3 clusters Score -4110624 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4110628.500000 Penalty: 5084.796387
	Iteration 25Q: 3 clusters Score -4110628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4110631.000000 Penalty: 5084.796387
	Iteration 26Q: 3 clusters Score -4110631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4110646.250000 Penalty: 5084.796387
	Iteration 27Q: 3 clusters Score -4110646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4110658.250000 Penalty: 5084.796387
	Iteration 28Q: 3 clusters Score -4110658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4110655.500000 Penalty: 5084.796387
	Iteration 29Q: 3 clusters Score -4110656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4110664.250000 Penalty: 5084.796387
	Iteration 30Q: 3 clusters Score -4110664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4110666.750000 Penalty: 5084.796387
	Iteration 31Q: 3 clusters Score -4110667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4110665.250000 Penalty: 5084.796387
	Iteration 32Q: 3 clusters Score -4110665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4110671.250000 Penalty: 5084.796387
	Iteration 33Q: 3 clusters Score -4110671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4110668.250000 Penalty: 5084.796387
	Iteration 34Q: 3 clusters Score -4110668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4110666.500000 Penalty: 5084.796387
	Iteration 35Q: 3 clusters Score -4110666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4110663.500000 Penalty: 5084.796387
	Iteration 36Q: 3 clusters Score -4110664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4110666.500000 Penalty: 5084.796387
	Iteration 37Q: 3 clusters Score -4110666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4110674.000000 Penalty: 5084.796387
	Iteration 38Q: 3 clusters Score -4110674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4110683.000000 Penalty: 5084.796387
	Iteration 39Q: 3 clusters Score -4110683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4110688.250000 Penalty: 5084.796387
	Iteration 40F: 3 clusters Score -4110688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4110691.250000 Penalty: 5084.796387
	Iteration 41Q: 3 clusters Score -4110691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4110698.250000 Penalty: 5084.796387
	Iteration 42Q: 3 clusters Score -4110698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4110697.500000 Penalty: 5084.796387
	Iteration 43Q: 3 clusters Score -4110698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4110696.500000 Penalty: 5084.796387
	Iteration 44Q: 3 clusters Score -4110696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4110697.250000 Penalty: 5084.796387
	Iteration 45Q: 3 clusters Score -4110697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4110693.000000 Penalty: 5084.796387
	Iteration 46Q: 3 clusters Score -4110693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4110691.250000 Penalty: 5084.796387
	Iteration 47Q: 3 clusters Score -4110691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4110691.750000 Penalty: 5084.796387
	Iteration 48Q: 3 clusters Score -4110692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4110696.000000 Penalty: 5084.796387
	Iteration 49Q: 3 clusters Score -4110696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4110697.000000 Penalty: 5084.796387
	Iteration 50Q: 3 clusters Score -4110697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4110693.000000 Penalty: 5084.796387
	Iteration 51Q: 3 clusters Score -4110693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4110696.000000 Penalty: 5084.796387
	Iteration 52Q: 3 clusters Score -4110696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4110696.250000 Penalty: 5084.796387
	Iteration 53Q: 3 clusters Score -4110696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4110703.750000 Penalty: 5084.796387
	Iteration 54Q: 3 clusters Score -4110704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4110701.750000 Penalty: 5084.796387
	Iteration 55Q: 3 clusters Score -4110702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -4110703.750000 Penalty: 5084.796387
	Iteration 56Q: 3 clusters Score -4110704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4110701.000000 Penalty: 5084.796387
	Iteration 57Q: 3 clusters Score -4110701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4110701.500000 Penalty: 5084.796387
	Iteration 58Q: 3 clusters Score -4110702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4110704.250000 Penalty: 5084.796387
	Iteration 59Q: 3 clusters Score -4110704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4110702.750000 Penalty: 5084.796387
	Iteration 60F: 3 clusters Score -4110703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4110705.000000 Penalty: 5084.796387
	Iteration 61Q: 3 clusters Score -4110705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4110704.250000 Penalty: 5084.796387
	Iteration 62Q: 3 clusters Score -4110704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4110713.250000 Penalty: 5084.796387
	Iteration 63Q: 3 clusters Score -4110713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
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Entering Unmasked Estep 
Score: -4110723.000000 Penalty: 5084.796387
	Iteration 64Q: 3 clusters Score -4110723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4110718.000000 Penalty: 5084.796387
	Iteration 65Q: 3 clusters Score -4110718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4110720.500000 Penalty: 5084.796387
	Iteration 66Q: 3 clusters Score -4110720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4110727.250000 Penalty: 5084.796387
	Iteration 67Q: 3 clusters Score -4110727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -4110728.500000 Penalty: 5084.796387
	Iteration 68Q: 3 clusters Score -4110728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4110740.250000 Penalty: 5084.796387
	Iteration 69Q: 3 clusters Score -4110740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4110740.500000 Penalty: 5084.796387
	Iteration 70Q: 3 clusters Score -4110740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4110744.750000 Penalty: 5084.796387
	Iteration 71Q: 3 clusters Score -4110745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4110742.500000 Penalty: 5084.796387
	Iteration 72Q: 3 clusters Score -4110742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4110754.750000 Penalty: 5084.796387
	Iteration 73Q: 3 clusters Score -4110755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4110762.500000 Penalty: 5084.796387
	Iteration 74Q: 3 clusters Score -4110762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4110752.500000 Penalty: 5084.796387
	Iteration 75Q: 3 clusters Score -4110752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4110755.500000 Penalty: 5084.796387
	Iteration 76Q: 3 clusters Score -4110756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4110751.750000 Penalty: 5084.796387
	Iteration 77Q: 3 clusters Score -4110752 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4110755.250000 Penalty: 5084.796387
	Iteration 78Q: 3 clusters Score -4110755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4110757.000000 Penalty: 5084.796387
	Iteration 79Q: 3 clusters Score -4110757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4110748.500000 Penalty: 5084.796387
	Iteration 80F: 3 clusters Score -4110748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4110754.250000 Penalty: 5084.796387
	Iteration 81Q: 3 clusters Score -4110754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4110759.500000 Penalty: 5084.796387
	Iteration 82Q: 3 clusters Score -4110760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4110757.750000 Penalty: 5084.796387
	Iteration 83Q: 3 clusters Score -4110758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4110764.000000 Penalty: 5084.796387
	Iteration 84Q: 3 clusters Score -4110764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -4110775.750000 Penalty: 5084.796387
	Iteration 85Q: 3 clusters Score -4110776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4110773.500000 Penalty: 5084.796387
	Iteration 86Q: 3 clusters Score -4110774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -4110770.000000 Penalty: 5084.796387
	Iteration 87Q: 3 clusters Score -4110770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4110777.500000 Penalty: 5084.796387
	Iteration 88Q: 3 clusters Score -4110778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4110783.250000 Penalty: 5084.796387
	Iteration 89Q: 3 clusters Score -4110783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4110778.000000 Penalty: 5084.796387
	Iteration 90Q: 3 clusters Score -4110778 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4110780.250000 Penalty: 5084.796387
	Iteration 91Q: 3 clusters Score -4110780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4110785.500000 Penalty: 5084.796387
	Iteration 92Q: 3 clusters Score -4110786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4110789.250000 Penalty: 5084.796387
	Iteration 93Q: 3 clusters Score -4110789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4110794.500000 Penalty: 5084.796387
	Iteration 94Q: 3 clusters Score -4110794 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4110791.000000 Penalty: 5084.796387
	Iteration 95Q: 3 clusters Score -4110791 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4110798.000000 Penalty: 5084.796387
	Iteration 96Q: 3 clusters Score -4110798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4110800.500000 Penalty: 5084.796387
	Iteration 97Q: 3 clusters Score -4110800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4110802.000000 Penalty: 5084.796387
	Iteration 98Q: 3 clusters Score -4110802 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4884 members 
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Entering Unmasked Estep 
Score: -4110806.000000 Penalty: 5084.796387
	Iteration 99Q: 3 clusters Score -4110806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4110809.500000 Penalty: 5084.796387
	Iteration 100F: 3 clusters Score -4110810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4110814.250000 Penalty: 5084.796387
	Iteration 101Q: 3 clusters Score -4110814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4110811.500000 Penalty: 5084.796387
	Iteration 102Q: 3 clusters Score -4110812 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4110806.250000 Penalty: 5084.796387
	Iteration 103Q: 3 clusters Score -4110806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4110805.000000 Penalty: 5084.796387
	Iteration 104Q: 3 clusters Score -4110805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4110807.500000 Penalty: 5084.796387
	Iteration 105Q: 3 clusters Score -4110808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4110809.500000 Penalty: 5084.796387
	Iteration 106Q: 3 clusters Score -4110810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4110812.500000 Penalty: 5084.796387
	Iteration 107Q: 3 clusters Score -4110812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4110814.500000 Penalty: 5084.796387
	Iteration 108Q: 3 clusters Score -4110814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4110829.750000 Penalty: 5084.796387
	Iteration 109Q: 3 clusters Score -4110830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -4110840.250000 Penalty: 5084.796387
	Iteration 110Q: 3 clusters Score -4110840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4110837.750000 Penalty: 5084.796387
	Iteration 111Q: 3 clusters Score -4110838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4110847.000000 Penalty: 5084.796387
	Iteration 112Q: 3 clusters Score -4110847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4110845.250000 Penalty: 5084.796387
	Iteration 113Q: 3 clusters Score -4110845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4110853.500000 Penalty: 5084.796387
	Iteration 114Q: 3 clusters Score -4110854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4110854.000000 Penalty: 5084.796387
	Iteration 115Q: 3 clusters Score -4110854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4110860.500000 Penalty: 5084.796387
	Iteration 116Q: 3 clusters Score -4110860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -4110869.250000 Penalty: 5084.796387
	Iteration 117Q: 3 clusters Score -4110869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4110870.250000 Penalty: 5084.796387
	Iteration 118Q: 3 clusters Score -4110870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4110883.750000 Penalty: 5084.796387
	Iteration 119Q: 3 clusters Score -4110884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4110888.000000 Penalty: 5084.796387
	Iteration 120F: 3 clusters Score -4110888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4110888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4110888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4110881.500000 Penalty: 5084.796387
	Iteration 123Q: 3 clusters Score -4110882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4110889.000000 Penalty: 5084.796387
	Iteration 124Q: 3 clusters Score -4110889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4110897.500000 Penalty: 5084.796387
	Iteration 125Q: 3 clusters Score -4110898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4110898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4110903.500000 Penalty: 5084.796387
	Iteration 127Q: 3 clusters Score -4110904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4110916.500000 Penalty: 5084.796387
	Iteration 128Q: 3 clusters Score -4110916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4110924.000000 Penalty: 5084.796387
	Iteration 129Q: 3 clusters Score -4110924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4110930.250000 Penalty: 5084.796387
	Iteration 130Q: 3 clusters Score -4110930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4110925.750000 Penalty: 5084.796387
	Iteration 131Q: 3 clusters Score -4110926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4110929.750000 Penalty: 5084.796387
	Iteration 132Q: 3 clusters Score -4110930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4110944.500000 Penalty: 5084.796387
	Iteration 133Q: 3 clusters Score -4110944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4110948.500000 Penalty: 5084.796387
	Iteration 134Q: 3 clusters Score -4110948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
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Entering Unmasked Estep 
Score: -4110954.000000 Penalty: 5084.796387
	Iteration 135Q: 3 clusters Score -4110954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4110951.000000 Penalty: 5084.796387
	Iteration 136Q: 3 clusters Score -4110951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4110961.750000 Penalty: 5084.796387
	Iteration 137Q: 3 clusters Score -4110962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
Score: -4110960.750000 Penalty: 5084.796387
	Iteration 138Q: 3 clusters Score -4110961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4110977.000000 Penalty: 5084.796387
	Iteration 139Q: 3 clusters Score -4110977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4110990.250000 Penalty: 5084.796387
	Iteration 140F: 3 clusters Score -4110990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
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Entering Unmasked Estep 
Score: -4111001.000000 Penalty: 5084.796387
	Iteration 141Q: 3 clusters Score -4111001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4111005.250000 Penalty: 5084.796387
	Iteration 142Q: 3 clusters Score -4111005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4111014.750000 Penalty: 5084.796387
	Iteration 143Q: 3 clusters Score -4111015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4111030.000000 Penalty: 5084.796387
	Iteration 144Q: 3 clusters Score -4111030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4111044.750000 Penalty: 5084.796387
	Iteration 145Q: 3 clusters Score -4111045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -4111043.750000 Penalty: 5084.796387
	Iteration 146Q: 3 clusters Score -4111044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4111056.750000 Penalty: 5084.796387
	Iteration 147Q: 3 clusters Score -4111057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -4111067.500000 Penalty: 5084.796387
	Iteration 148Q: 3 clusters Score -4111068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4111070.250000 Penalty: 5084.796387
	Iteration 149Q: 3 clusters Score -4111070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4111078.750000 Penalty: 5084.796387
	Iteration 150Q: 3 clusters Score -4111079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4111100.750000 Penalty: 5084.796387
	Iteration 151Q: 3 clusters Score -4111101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4111095.250000 Penalty: 5084.796387
	Iteration 152Q: 3 clusters Score -4111095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4111107.500000 Penalty: 5084.796387
	Iteration 153Q: 3 clusters Score -4111108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4111116.000000 Penalty: 5084.796387
	Iteration 154Q: 3 clusters Score -4111116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4111130.250000 Penalty: 5084.796387
	Iteration 155Q: 3 clusters Score -4111130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4111134.500000 Penalty: 5084.796387
	Iteration 156Q: 3 clusters Score -4111134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4111157.500000 Penalty: 5084.796387
	Iteration 157Q: 3 clusters Score -4111158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
Score: -4111151.500000 Penalty: 5084.796387
	Iteration 158Q: 3 clusters Score -4111152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4111167.250000 Penalty: 5084.796387
	Iteration 159Q: 3 clusters Score -4111167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4111172.250000 Penalty: 5084.796387
	Iteration 160F: 3 clusters Score -4111172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4111185.250000 Penalty: 5084.796387
	Iteration 161Q: 3 clusters Score -4111185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4111192.500000 Penalty: 5084.796387
	Iteration 162Q: 3 clusters Score -4111192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4111205.750000 Penalty: 5084.796387
	Iteration 163Q: 3 clusters Score -4111206 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2849 members 
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Entering Unmasked Estep 
Score: -4111208.500000 Penalty: 5084.796387
	Iteration 164Q: 3 clusters Score -4111208 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2814 members 
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Entering Unmasked Estep 
Score: -4111218.750000 Penalty: 5084.796387
	Iteration 165Q: 3 clusters Score -4111219 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2791 members 
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Entering Unmasked Estep 
Score: -4111211.250000 Penalty: 5084.796387
	Iteration 166Q: 3 clusters Score -4111211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
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Entering Unmasked Estep 
Score: -4111226.000000 Penalty: 5084.796387
	Iteration 167Q: 3 clusters Score -4111226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4111225.250000 Penalty: 5084.796387
	Iteration 168Q: 3 clusters Score -4111225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4111234.250000 Penalty: 5084.796387
	Iteration 169Q: 3 clusters Score -4111234 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4111235.500000 Penalty: 5084.796387
	Iteration 170Q: 3 clusters Score -4111236 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2676 members 
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Entering Unmasked Estep 
Score: -4111234.750000 Penalty: 5084.796387
	Iteration 171Q: 3 clusters Score -4111235 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4111240.750000 Penalty: 5084.796387
	Iteration 172Q: 3 clusters Score -4111241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4111242.750000 Penalty: 5084.796387
	Iteration 173Q: 3 clusters Score -4111243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4111245.500000 Penalty: 5084.796387
	Iteration 174Q: 3 clusters Score -4111246 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4111246.500000 Penalty: 5084.796387
	Iteration 175Q: 3 clusters Score -4111246 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2587 members 
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Entering Unmasked Estep 
Score: -4111252.750000 Penalty: 5084.796387
	Iteration 176Q: 3 clusters Score -4111253 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4111256.000000 Penalty: 5084.796387
	Iteration 177Q: 3 clusters Score -4111256 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4111263.750000 Penalty: 5084.796387
	Iteration 178Q: 3 clusters Score -4111264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4111265.000000 Penalty: 5084.796387
	Iteration 179Q: 3 clusters Score -4111265 nChanged 40
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4111275.000000 Penalty: 5084.796387
	Iteration 180F: 3 clusters Score -4111275 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -4111285.000000 Penalty: 5084.796387
	Iteration 181Q: 3 clusters Score -4111285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -4111295.500000 Penalty: 5084.796387
	Iteration 182Q: 3 clusters Score -4111296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4111304.750000 Penalty: 5084.796387
	Iteration 183Q: 3 clusters Score -4111305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4111318.250000 Penalty: 5084.796387
	Iteration 184Q: 3 clusters Score -4111318 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4111341.250000 Penalty: 5084.796387
	Iteration 185Q: 3 clusters Score -4111341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -4111344.250000 Penalty: 5084.796387
	Iteration 186Q: 3 clusters Score -4111344 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4111342.750000 Penalty: 5084.796387
	Iteration 187Q: 3 clusters Score -4111343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4111349.000000 Penalty: 5084.796387
	Iteration 188Q: 3 clusters Score -4111349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4111349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4111355.750000 Penalty: 5084.796387
	Iteration 190Q: 3 clusters Score -4111356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4111369.750000 Penalty: 5084.796387
	Iteration 191Q: 3 clusters Score -4111370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4111371.000000 Penalty: 5084.796387
	Iteration 192Q: 3 clusters Score -4111371 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4111382.500000 Penalty: 5084.796387
	Iteration 193Q: 3 clusters Score -4111382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4111390.750000 Penalty: 5084.796387
	Iteration 194Q: 3 clusters Score -4111391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4111390.000000 Penalty: 5084.796387
	Iteration 195Q: 3 clusters Score -4111390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4111397.750000 Penalty: 5084.796387
	Iteration 196Q: 3 clusters Score -4111398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4111414.000000 Penalty: 5084.796387
	Iteration 197Q: 3 clusters Score -4111414 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4111428.250000 Penalty: 5084.796387
	Iteration 198Q: 3 clusters Score -4111428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4111436.500000 Penalty: 5084.796387
	Iteration 199Q: 3 clusters Score -4111436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4111457.500000 Penalty: 5084.796387
	Iteration 200F: 3 clusters Score -4111458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4111469.000000 Penalty: 5084.796387
	Iteration 201Q: 3 clusters Score -4111469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4111474.000000 Penalty: 5084.796387
	Iteration 202Q: 3 clusters Score -4111474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4111476.250000 Penalty: 5084.796387
	Iteration 203Q: 3 clusters Score -4111476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -4111479.750000 Penalty: 5084.796387
	Iteration 204Q: 3 clusters Score -4111480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4111486.000000 Penalty: 5084.796387
	Iteration 205Q: 3 clusters Score -4111486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4111491.000000 Penalty: 5084.796387
	Iteration 206Q: 3 clusters Score -4111491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4111497.000000 Penalty: 5084.796387
	Iteration 207Q: 3 clusters Score -4111497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -4111498.250000 Penalty: 5084.796387
	Iteration 208Q: 3 clusters Score -4111498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -4111508.500000 Penalty: 5084.796387
	Iteration 209Q: 3 clusters Score -4111508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4111514.250000 Penalty: 5084.796387
	Iteration 210Q: 3 clusters Score -4111514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4111521.250000 Penalty: 5084.796387
	Iteration 211Q: 3 clusters Score -4111521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4111536.750000 Penalty: 5084.796387
	Iteration 212Q: 3 clusters Score -4111537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4111540.250000 Penalty: 5084.796387
	Iteration 213Q: 3 clusters Score -4111540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4111545.000000 Penalty: 5084.796387
	Iteration 214Q: 3 clusters Score -4111545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4111546.250000 Penalty: 5084.796387
	Iteration 215Q: 3 clusters Score -4111546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4111539.500000 Penalty: 5084.796387
	Iteration 216Q: 3 clusters Score -4111540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4111541.500000 Penalty: 5084.796387
	Iteration 217Q: 3 clusters Score -4111542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4111541.250000 Penalty: 5084.796387
	Iteration 218Q: 3 clusters Score -4111541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4111542.250000 Penalty: 5084.796387
	Iteration 219Q: 3 clusters Score -4111542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4111540.500000 Penalty: 5084.796387
	Iteration 220F: 3 clusters Score -4111540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4111541.000000 Penalty: 5084.796387
	Iteration 221Q: 3 clusters Score -4111541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4111545.750000 Penalty: 5084.796387
	Iteration 222Q: 3 clusters Score -4111546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4111545.250000 Penalty: 5084.796387
	Iteration 223Q: 3 clusters Score -4111545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4111549.250000 Penalty: 5084.796387
	Iteration 224Q: 3 clusters Score -4111549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4111551.750000 Penalty: 5084.796387
	Iteration 225Q: 3 clusters Score -4111552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4111545.500000 Penalty: 5084.796387
	Iteration 226Q: 3 clusters Score -4111546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4111548.250000 Penalty: 5084.796387
	Iteration 227Q: 3 clusters Score -4111548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4111552.000000 Penalty: 5084.796387
	Iteration 228Q: 3 clusters Score -4111552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4111551.250000 Penalty: 5084.796387
	Iteration 229Q: 3 clusters Score -4111551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4111555.250000 Penalty: 5084.796387
	Iteration 230Q: 3 clusters Score -4111555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4111557.500000 Penalty: 5084.796387
	Iteration 231Q: 3 clusters Score -4111558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4111562.500000 Penalty: 5084.796387
	Iteration 232Q: 3 clusters Score -4111562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4111558.500000 Penalty: 5084.796387
	Iteration 233Q: 3 clusters Score -4111558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4111560.000000 Penalty: 5084.796387
	Iteration 234Q: 3 clusters Score -4111560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4111560.000000 Penalty: 5084.796387
	Iteration 235Q: 3 clusters Score -4111560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4111563.750000 Penalty: 5084.796387
	Iteration 236Q: 3 clusters Score -4111564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4111562.750000 Penalty: 5084.796387
	Iteration 237Q: 3 clusters Score -4111563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4111558.750000 Penalty: 5084.796387
	Iteration 238Q: 3 clusters Score -4111559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4111559.750000 Penalty: 5084.796387
	Iteration 239Q: 3 clusters Score -4111560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -4111567.000000 Penalty: 5084.796387
	Iteration 240F: 3 clusters Score -4111567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4111569.000000 Penalty: 5084.796387
	Iteration 241Q: 3 clusters Score -4111569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4111571.250000 Penalty: 5084.796387
	Iteration 242Q: 3 clusters Score -4111571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4111571.500000 Penalty: 5084.796387
	Iteration 243Q: 3 clusters Score -4111572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4111567.750000 Penalty: 5084.796387
	Iteration 244Q: 3 clusters Score -4111568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4111564.750000 Penalty: 5084.796387
	Iteration 245Q: 3 clusters Score -4111565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4111572.250000 Penalty: 5084.796387
	Iteration 246Q: 3 clusters Score -4111572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4111569.500000 Penalty: 5084.796387
	Iteration 247Q: 3 clusters Score -4111570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4111569.250000 Penalty: 5084.796387
	Iteration 248Q: 3 clusters Score -4111569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4111569.500000 Penalty: 5084.796387
	Iteration 249Q: 3 clusters Score -4111570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4111570.000000 Penalty: 5084.796387
	Iteration 250Q: 3 clusters Score -4111570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4111570.500000 Penalty: 5084.796387
	Iteration 251Q: 3 clusters Score -4111570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4111572.000000 Penalty: 5084.796387
	Iteration 252Q: 3 clusters Score -4111572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4111574.750000 Penalty: 5084.796387
	Iteration 253Q: 3 clusters Score -4111575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4111583.250000 Penalty: 5084.796387
	Iteration 254Q: 3 clusters Score -4111583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4111582.250000 Penalty: 5084.796387
	Iteration 255Q: 3 clusters Score -4111582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4111587.250000 Penalty: 5084.796387
	Iteration 256Q: 3 clusters Score -4111587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4111590.750000 Penalty: 5084.796387
	Iteration 257Q: 3 clusters Score -4111591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4111591.500000 Penalty: 5084.796387
	Iteration 258Q: 3 clusters Score -4111592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4111597.000000 Penalty: 5084.796387
	Iteration 259Q: 3 clusters Score -4111597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4111596.500000 Penalty: 5084.796387
	Iteration 260F: 3 clusters Score -4111596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4111596.500000 Penalty: 5084.796387
	Iteration 261Q: 3 clusters Score -4111596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4111601.000000 Penalty: 5084.796387
	Iteration 262Q: 3 clusters Score -4111601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4111606.500000 Penalty: 5084.796387
	Iteration 263Q: 3 clusters Score -4111606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4111611.500000 Penalty: 5084.796387
	Iteration 264Q: 3 clusters Score -4111612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4111608.250000 Penalty: 5084.796387
	Iteration 265Q: 3 clusters Score -4111608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4111606.250000 Penalty: 5084.796387
	Iteration 266Q: 3 clusters Score -4111606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -4111610.000000 Penalty: 5084.796387
	Iteration 267Q: 3 clusters Score -4111610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4111608.250000 Penalty: 5084.796387
	Iteration 268Q: 3 clusters Score -4111608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4111609.250000 Penalty: 5084.796387
	Iteration 269Q: 3 clusters Score -4111609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4111611.500000 Penalty: 5084.796387
	Iteration 270Q: 3 clusters Score -4111612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4111611.500000 Penalty: 5084.796387
	Iteration 271Q: 3 clusters Score -4111612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4111610.000000 Penalty: 5084.796387
	Iteration 272Q: 3 clusters Score -4111610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4111613.750000 Penalty: 5084.796387
	Iteration 273Q: 3 clusters Score -4111614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4111615.500000 Penalty: 5084.796387
	Iteration 274Q: 3 clusters Score -4111616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4111617.500000 Penalty: 5084.796387
	Iteration 275Q: 3 clusters Score -4111618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4111618.000000 Penalty: 5084.796387
	Iteration 276Q: 3 clusters Score -4111618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4111616.750000 Penalty: 5084.796387
	Iteration 277Q: 3 clusters Score -4111617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4111615.000000 Penalty: 5084.796387
	Iteration 278Q: 3 clusters Score -4111615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4111615.000000 Penalty: 5084.796387
	Iteration 279F: 3 clusters Score -4111615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Entering Unmasked Estep 
Score: -6108926.000000 Penalty: 2648.305908
	Iteration 0F: 2 clusters Score -6108926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6079535.500000 Penalty: 5296.611816
	Iteration 0F: 3 clusters Score -6079536 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -6090443.500000 Penalty: 5296.611816
	Iteration 1F: 3 clusters Score -6090444 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6091075.000000 Penalty: 5296.611816
	Iteration 2Q: 3 clusters Score -6091075 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6091768.500000 Penalty: 5296.611816
	Iteration 3Q: 3 clusters Score -6091768 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -6092848.000000 Penalty: 5296.611816
	Iteration 4F: 3 clusters Score -6092848 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6094433.500000 Penalty: 5296.611816
	Iteration 5F: 3 clusters Score -6094434 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -6096484.500000 Penalty: 5296.611816
	Iteration 6F: 3 clusters Score -6096484 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -6098831.500000 Penalty: 5296.611816
	Iteration 7F: 3 clusters Score -6098832 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -6100843.500000 Penalty: 5296.611816
	Iteration 8F: 3 clusters Score -6100844 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -6102487.500000 Penalty: 5296.611816
	Iteration 9F: 3 clusters Score -6102488 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6103672.000000 Penalty: 5296.611816
	Iteration 10Q: 3 clusters Score -6103672 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6104552.000000 Penalty: 5296.611816
	Iteration 11Q: 3 clusters Score -6104552 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6105212.000000 Penalty: 5296.611816
	Iteration 12Q: 3 clusters Score -6105212 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6105797.500000 Penalty: 5296.611816
	Iteration 13Q: 3 clusters Score -6105798 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6106161.500000 Penalty: 5296.611816
	Iteration 14Q: 3 clusters Score -6106162 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6106425.000000 Penalty: 5296.611816
	Iteration 15Q: 3 clusters Score -6106425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6106606.500000 Penalty: 5296.611816
	Iteration 16Q: 3 clusters Score -6106606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6106722.500000 Penalty: 5296.611816
	Iteration 17Q: 3 clusters Score -6106722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6106812.500000 Penalty: 5296.611816
	Iteration 18Q: 3 clusters Score -6106812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6106854.000000 Penalty: 5296.611816
	Iteration 19Q: 3 clusters Score -6106854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6106940.000000 Penalty: 5296.611816
	Iteration 20F: 3 clusters Score -6106940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6106970.500000 Penalty: 5296.611816
	Iteration 21Q: 3 clusters Score -6106970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6106987.000000 Penalty: 5296.611816
	Iteration 22Q: 3 clusters Score -6106987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6106993.500000 Penalty: 5296.611816
	Iteration 23Q: 3 clusters Score -6106994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6107028.500000 Penalty: 5296.611816
	Iteration 24Q: 3 clusters Score -6107028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6107041.000000 Penalty: 5296.611816
	Iteration 25Q: 3 clusters Score -6107041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6107051.500000 Penalty: 5296.611816
	Iteration 26Q: 3 clusters Score -6107052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6107062.500000 Penalty: 5296.611816
	Iteration 27Q: 3 clusters Score -6107062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6107067.000000 Penalty: 5296.611816
	Iteration 28Q: 3 clusters Score -6107067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6107082.000000 Penalty: 5296.611816
	Iteration 29Q: 3 clusters Score -6107082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6107090.500000 Penalty: 5296.611816
	Iteration 30Q: 3 clusters Score -6107090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6107093.500000 Penalty: 5296.611816
	Iteration 31Q: 3 clusters Score -6107094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6107107.000000 Penalty: 5296.611816
	Iteration 32Q: 3 clusters Score -6107107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6107109.500000 Penalty: 5296.611816
	Iteration 33Q: 3 clusters Score -6107110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6107108.000000 Penalty: 5296.611816
	Iteration 34Q: 3 clusters Score -6107108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6107106.000000 Penalty: 5296.611816
	Iteration 35Q: 3 clusters Score -6107106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6107112.500000 Penalty: 5296.611816
	Iteration 36Q: 3 clusters Score -6107112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6107123.000000 Penalty: 5296.611816
	Iteration 37Q: 3 clusters Score -6107123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6107119.000000 Penalty: 5296.611816
	Iteration 38Q: 3 clusters Score -6107119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6107121.500000 Penalty: 5296.611816
	Iteration 39Q: 3 clusters Score -6107122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6107124.000000 Penalty: 5296.611816
	Iteration 40F: 3 clusters Score -6107124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6107122.500000 Penalty: 5296.611816
	Iteration 41Q: 3 clusters Score -6107122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6107123.500000 Penalty: 5296.611816
	Iteration 42Q: 3 clusters Score -6107124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6107122.500000 Penalty: 5296.611816
	Iteration 43Q: 3 clusters Score -6107122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6107123.500000 Penalty: 5296.611816
	Iteration 44Q: 3 clusters Score -6107124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6107121.000000 Penalty: 5296.611816
	Iteration 45Q: 3 clusters Score -6107121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6107121.000000 Penalty: 5296.611816
	Iteration 46F: 3 clusters Score -6107121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Entering Unmasked Estep 
Score: -1493838.875000 Penalty: 2297.160156
	Iteration 0F: 2 clusters Score -1493839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1485788.125000 Penalty: 4594.320312
	Iteration 0F: 3 clusters Score -1485788 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1488220.375000 Penalty: 4594.320312
	Iteration 1F: 3 clusters Score -1488220 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1488783.250000 Penalty: 4594.320312
	Iteration 2F: 3 clusters Score -1488783 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1489379.125000 Penalty: 4594.320312
	Iteration 3F: 3 clusters Score -1489379 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1489984.500000 Penalty: 4594.320312
	Iteration 4F: 3 clusters Score -1489984 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1490489.125000 Penalty: 4594.320312
	Iteration 5F: 3 clusters Score -1490489 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1490873.625000 Penalty: 4594.320312
	Iteration 6F: 3 clusters Score -1490874 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1491116.625000 Penalty: 4594.320312
	Iteration 7Q: 3 clusters Score -1491117 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1491286.125000 Penalty: 4594.320312
	Iteration 8Q: 3 clusters Score -1491286 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1491415.125000 Penalty: 4594.320312
	Iteration 9Q: 3 clusters Score -1491415 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1491507.500000 Penalty: 4594.320312
	Iteration 10Q: 3 clusters Score -1491508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1491579.750000 Penalty: 4594.320312
	Iteration 11Q: 3 clusters Score -1491580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1491633.625000 Penalty: 4594.320312
	Iteration 12Q: 3 clusters Score -1491634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1491674.375000 Penalty: 4594.320312
	Iteration 13Q: 3 clusters Score -1491674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1491699.375000 Penalty: 4594.320312
	Iteration 14Q: 3 clusters Score -1491699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1491713.625000 Penalty: 4594.320312
	Iteration 15Q: 3 clusters Score -1491714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1491731.000000 Penalty: 4594.320312
	Iteration 16Q: 3 clusters Score -1491731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1491738.500000 Penalty: 4594.320312
	Iteration 17Q: 3 clusters Score -1491738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1491739.250000 Penalty: 4594.320312
	Iteration 18Q: 3 clusters Score -1491739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1491748.625000 Penalty: 4594.320312
	Iteration 19Q: 3 clusters Score -1491749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1491754.125000 Penalty: 4594.320312
	Iteration 20F: 3 clusters Score -1491754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1491756.250000 Penalty: 4594.320312
	Iteration 21Q: 3 clusters Score -1491756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1491762.125000 Penalty: 4594.320312
	Iteration 22Q: 3 clusters Score -1491762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1491759.500000 Penalty: 4594.320312
	Iteration 23Q: 3 clusters Score -1491760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1491767.625000 Penalty: 4594.320312
	Iteration 24Q: 3 clusters Score -1491768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1491767.375000 Penalty: 4594.320312
	Iteration 25Q: 3 clusters Score -1491767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1491772.250000 Penalty: 4594.320312
	Iteration 26Q: 3 clusters Score -1491772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1491776.875000 Penalty: 4594.320312
	Iteration 27Q: 3 clusters Score -1491777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1491778.750000 Penalty: 4594.320312
	Iteration 28Q: 3 clusters Score -1491779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1491781.625000 Penalty: 4594.320312
	Iteration 29Q: 3 clusters Score -1491782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1491783.750000 Penalty: 4594.320312
	Iteration 30Q: 3 clusters Score -1491784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1491787.000000 Penalty: 4594.320312
	Iteration 31Q: 3 clusters Score -1491787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1491791.375000 Penalty: 4594.320312
	Iteration 32Q: 3 clusters Score -1491791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1491793.000000 Penalty: 4594.320312
	Iteration 33Q: 3 clusters Score -1491793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1491796.750000 Penalty: 4594.320312
	Iteration 34Q: 3 clusters Score -1491797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1491795.375000 Penalty: 4594.320312
	Iteration 35Q: 3 clusters Score -1491795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1491796.750000 Penalty: 4594.320312
	Iteration 36Q: 3 clusters Score -1491797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1491801.250000 Penalty: 4594.320312
	Iteration 37Q: 3 clusters Score -1491801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1491801.000000 Penalty: 4594.320312
	Iteration 38Q: 3 clusters Score -1491801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1491803.500000 Penalty: 4594.320312
	Iteration 39Q: 3 clusters Score -1491804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1491809.250000 Penalty: 4594.320312
	Iteration 40F: 3 clusters Score -1491809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1491812.125000 Penalty: 4594.320312
	Iteration 41Q: 3 clusters Score -1491812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1491812.625000 Penalty: 4594.320312
	Iteration 42Q: 3 clusters Score -1491813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1491814.000000 Penalty: 4594.320312
	Iteration 43Q: 3 clusters Score -1491814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1491814.500000 Penalty: 4594.320312
	Iteration 44Q: 3 clusters Score -1491814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1491816.000000 Penalty: 4594.320312
	Iteration 45Q: 3 clusters Score -1491816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1491816.000000 Penalty: 4594.320312
	Iteration 46F: 3 clusters Score -1491816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Entering Unmasked Estep 
Score: -5513109.500000 Penalty: 2618.048096
	Iteration 0F: 2 clusters Score -5513110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5487065.500000 Penalty: 5236.096191
	Iteration 0F: 3 clusters Score -5487066 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5496665.000000 Penalty: 5236.096191
	Iteration 1F: 3 clusters Score -5496665 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5497090.000000 Penalty: 5236.096191
	Iteration 2Q: 3 clusters Score -5497090 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5497458.000000 Penalty: 5236.096191
	Iteration 3Q: 3 clusters Score -5497458 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -5497919.000000 Penalty: 5236.096191
	Iteration 4Q: 3 clusters Score -5497919 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5498536.500000 Penalty: 5236.096191
	Iteration 5Q: 3 clusters Score -5498536 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5499530.000000 Penalty: 5236.096191
	Iteration 6F: 3 clusters Score -5499530 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5501130.500000 Penalty: 5236.096191
	Iteration 7F: 3 clusters Score -5501130 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5503553.500000 Penalty: 5236.096191
	Iteration 8F: 3 clusters Score -5503554 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -5506272.500000 Penalty: 5236.096191
	Iteration 9F: 3 clusters Score -5506272 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5508558.000000 Penalty: 5236.096191
	Iteration 10F: 3 clusters Score -5508558 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5509719.000000 Penalty: 5236.096191
	Iteration 11Q: 3 clusters Score -5509719 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5510300.000000 Penalty: 5236.096191
	Iteration 12Q: 3 clusters Score -5510300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5510503.000000 Penalty: 5236.096191
	Iteration 13Q: 3 clusters Score -5510503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5510626.000000 Penalty: 5236.096191
	Iteration 14Q: 3 clusters Score -5510626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5510698.000000 Penalty: 5236.096191
	Iteration 15Q: 3 clusters Score -5510698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5510733.000000 Penalty: 5236.096191
	Iteration 16Q: 3 clusters Score -5510733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5510754.500000 Penalty: 5236.096191
	Iteration 17Q: 3 clusters Score -5510754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5510753.500000 Penalty: 5236.096191
	Iteration 18Q: 3 clusters Score -5510754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5510759.000000 Penalty: 5236.096191
	Iteration 19Q: 3 clusters Score -5510759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5510766.000000 Penalty: 5236.096191
	Iteration 20F: 3 clusters Score -5510766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5510772.500000 Penalty: 5236.096191
	Iteration 21Q: 3 clusters Score -5510772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5510777.000000 Penalty: 5236.096191
	Iteration 22Q: 3 clusters Score -5510777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5510780.000000 Penalty: 5236.096191
	Iteration 23Q: 3 clusters Score -5510780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5510785.500000 Penalty: 5236.096191
	Iteration 24Q: 3 clusters Score -5510786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5510785.500000 Penalty: 5236.096191
	Iteration 25F: 3 clusters Score -5510786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Entering Unmasked Estep 
Score: -3240971.750000 Penalty: 2478.141357
	Iteration 0F: 2 clusters Score -3240972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3225793.250000 Penalty: 4956.282715
	Iteration 0F: 3 clusters Score -3225793 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3230984.250000 Penalty: 4956.282715
	Iteration 1F: 3 clusters Score -3230984 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3231581.250000 Penalty: 4956.282715
	Iteration 2F: 3 clusters Score -3231581 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3232148.750000 Penalty: 4956.282715
	Iteration 3F: 3 clusters Score -3232149 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3232700.250000 Penalty: 4956.282715
	Iteration 4F: 3 clusters Score -3232700 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3233373.750000 Penalty: 4956.282715
	Iteration 5F: 3 clusters Score -3233374 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3234203.500000 Penalty: 4956.282715
	Iteration 6F: 3 clusters Score -3234204 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3235215.000000 Penalty: 4956.282715
	Iteration 7F: 3 clusters Score -3235215 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3236296.750000 Penalty: 4956.282715
	Iteration 8F: 3 clusters Score -3236297 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3237228.250000 Penalty: 4956.282715
	Iteration 9Q: 3 clusters Score -3237228 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3238003.500000 Penalty: 4956.282715
	Iteration 10Q: 3 clusters Score -3238004 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3238524.250000 Penalty: 4956.282715
	Iteration 11Q: 3 clusters Score -3238524 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3238781.250000 Penalty: 4956.282715
	Iteration 12Q: 3 clusters Score -3238781 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3238878.000000 Penalty: 4956.282715
	Iteration 13Q: 3 clusters Score -3238878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3238917.250000 Penalty: 4956.282715
	Iteration 14Q: 3 clusters Score -3238917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3238949.250000 Penalty: 4956.282715
	Iteration 15Q: 3 clusters Score -3238949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3238962.000000 Penalty: 4956.282715
	Iteration 16Q: 3 clusters Score -3238962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3238971.500000 Penalty: 4956.282715
	Iteration 17Q: 3 clusters Score -3238972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3238977.000000 Penalty: 4956.282715
	Iteration 18Q: 3 clusters Score -3238977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3238984.250000 Penalty: 4956.282715
	Iteration 19Q: 3 clusters Score -3238984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3238993.250000 Penalty: 4956.282715
	Iteration 20F: 3 clusters Score -3238993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3238993.000000 Penalty: 4956.282715
	Iteration 21Q: 3 clusters Score -3238993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3239002.750000 Penalty: 4956.282715
	Iteration 22Q: 3 clusters Score -3239003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3239003.750000 Penalty: 4956.282715
	Iteration 23Q: 3 clusters Score -3239004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3239001.500000 Penalty: 4956.282715
	Iteration 24Q: 3 clusters Score -3239002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3239004.500000 Penalty: 4956.282715
	Iteration 25Q: 3 clusters Score -3239004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3239007.000000 Penalty: 4956.282715
	Iteration 26Q: 3 clusters Score -3239007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3239011.500000 Penalty: 4956.282715
	Iteration 27Q: 3 clusters Score -3239012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3239013.000000 Penalty: 4956.282715
	Iteration 28Q: 3 clusters Score -3239013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3239017.750000 Penalty: 4956.282715
	Iteration 29Q: 3 clusters Score -3239018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3239011.250000 Penalty: 4956.282715
	Iteration 30Q: 3 clusters Score -3239011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3239014.000000 Penalty: 4956.282715
	Iteration 31Q: 3 clusters Score -3239014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3239016.000000 Penalty: 4956.282715
	Iteration 32Q: 3 clusters Score -3239016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3239014.750000 Penalty: 4956.282715
	Iteration 33Q: 3 clusters Score -3239015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3239015.000000 Penalty: 4956.282715
	Iteration 34Q: 3 clusters Score -3239015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3239013.500000 Penalty: 4956.282715
	Iteration 35Q: 3 clusters Score -3239014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3239014.500000 Penalty: 4956.282715
	Iteration 36Q: 3 clusters Score -3239014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3239016.250000 Penalty: 4956.282715
	Iteration 37Q: 3 clusters Score -3239016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3239018.000000 Penalty: 4956.282715
	Iteration 38Q: 3 clusters Score -3239018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3239017.750000 Penalty: 4956.282715
	Iteration 39Q: 3 clusters Score -3239018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3239020.000000 Penalty: 4956.282715
	Iteration 40F: 3 clusters Score -3239020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -688508.562500 Penalty: 2106.645508
	Iteration 0F: 2 clusters Score -688508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -684140.937500 Penalty: 4213.291016
	Iteration 0F: 3 clusters Score -684140.9 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -685154.625000 Penalty: 4213.291016
	Iteration 1F: 3 clusters Score -685154.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -685335.937500 Penalty: 4213.291016
	Iteration 2F: 3 clusters Score -685335.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -685471.437500 Penalty: 4213.291016
	Iteration 3Q: 3 clusters Score -685471.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -685593.375000 Penalty: 4213.291016
	Iteration 4Q: 3 clusters Score -685593.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -685712.937500 Penalty: 4213.291016
	Iteration 5Q: 3 clusters Score -685712.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -685831.937500 Penalty: 4213.291016
	Iteration 6Q: 3 clusters Score -685831.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -685995.437500 Penalty: 4213.291016
	Iteration 7Q: 3 clusters Score -685995.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -686184.187500 Penalty: 4213.291016
	Iteration 8F: 3 clusters Score -686184.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -686389.375000 Penalty: 4213.291016
	Iteration 9F: 3 clusters Score -686389.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -686580.937500 Penalty: 4213.291016
	Iteration 10Q: 3 clusters Score -686580.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -686770.125000 Penalty: 4213.291016
	Iteration 11Q: 3 clusters Score -686770.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -686931.375000 Penalty: 4213.291016
	Iteration 12Q: 3 clusters Score -686931.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -687050.875000 Penalty: 4213.291016
	Iteration 13Q: 3 clusters Score -687050.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -687137.250000 Penalty: 4213.291016
	Iteration 14Q: 3 clusters Score -687137.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -687187.625000 Penalty: 4213.291016
	Iteration 15Q: 3 clusters Score -687187.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -687224.000000 Penalty: 4213.291016
	Iteration 16Q: 3 clusters Score -687224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -687252.875000 Penalty: 4213.291016
	Iteration 17Q: 3 clusters Score -687252.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -687267.187500 Penalty: 4213.291016
	Iteration 18Q: 3 clusters Score -687267.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -687288.125000 Penalty: 4213.291016
	Iteration 19Q: 3 clusters Score -687288.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -687298.812500 Penalty: 4213.291016
	Iteration 20F: 3 clusters Score -687298.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -687311.562500 Penalty: 4213.291016
	Iteration 21Q: 3 clusters Score -687311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -687322.625000 Penalty: 4213.291016
	Iteration 22Q: 3 clusters Score -687322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -687334.875000 Penalty: 4213.291016
	Iteration 23Q: 3 clusters Score -687334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -687339.687500 Penalty: 4213.291016
	Iteration 24Q: 3 clusters Score -687339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -687350.500000 Penalty: 4213.291016
	Iteration 25Q: 3 clusters Score -687350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -687353.500000 Penalty: 4213.291016
	Iteration 26Q: 3 clusters Score -687353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -687360.250000 Penalty: 4213.291016
	Iteration 27Q: 3 clusters Score -687360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -687364.437500 Penalty: 4213.291016
	Iteration 28Q: 3 clusters Score -687364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -687367.250000 Penalty: 4213.291016
	Iteration 29Q: 3 clusters Score -687367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -687373.812500 Penalty: 4213.291016
	Iteration 30Q: 3 clusters Score -687373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -687374.187500 Penalty: 4213.291016
	Iteration 31Q: 3 clusters Score -687374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -687380.562500 Penalty: 4213.291016
	Iteration 32Q: 3 clusters Score -687380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -687380.562500 Penalty: 4213.291016
	Iteration 33F: 3 clusters Score -687380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24789.826172 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24789.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24898.177734 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24898.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24909.705078 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24909.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24913.021484 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24913.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24918.835938 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24918.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24934.324219 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -24934.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24946.998047 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24946.998047 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -24947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -827779.562500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -827779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -822815.812500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -822815.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -824023.187500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -824023.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -824251.875000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -824251.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -824389.625000 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -824389.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -824485.937500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -824485.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -824567.187500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -824567.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -824646.375000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -824646.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -824719.000000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -824719 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -824785.000000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -824785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -824854.187500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -824854.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -824913.875000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -824913.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -824954.562500 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -824954.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -824995.375000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -824995.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -825031.500000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -825031.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -825066.625000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -825066.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -825120.187500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -825120.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -825183.562500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -825183.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -825234.562500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -825234.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -825284.187500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -825284.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -825324.187500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -825324.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -825375.187500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -825375.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -825418.812500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -825418.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -825454.812500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -825454.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -825487.375000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -825487.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -825523.875000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -825523.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -825563.312500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -825563.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -825598.875000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -825598.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -825627.812500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -825627.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -825660.812500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -825660.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -825695.625000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -825695.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -825724.375000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -825724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -825740.625000 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -825740.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -825752.000000 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -825752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -825781.437500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -825781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -825801.625000 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -825801.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -825811.000000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -825811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -825822.812500 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -825822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -825828.937500 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -825828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -825835.875000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -825835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -825841.500000 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -825841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -825849.125000 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -825849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -825851.562500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -825851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -825853.500000 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -825853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -825860.000000 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -825860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -825862.375000 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -825862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -825864.125000 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -825864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -825866.562500 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -825866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -825867.812500 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -825867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -825867.000000 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -825867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -825868.687500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -825868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -825869.312500 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -825869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -825869.125000 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -825869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -825869.187500 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -825869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -825869.187500 Penalty: 4292.035156
	Iteration 53F: 3 clusters Score -825869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -292672.875000 Penalty: 1897.949097
	Iteration 0F: 2 clusters Score -292672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289947.562500 Penalty: 3795.898193
	Iteration 0F: 3 clusters Score -289947.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -290452.812500 Penalty: 3795.898193
	Iteration 1F: 3 clusters Score -290452.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290584.656250 Penalty: 3795.898193
	Iteration 2F: 3 clusters Score -290584.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -290658.187500 Penalty: 3795.898193
	Iteration 3Q: 3 clusters Score -290658.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -290706.218750 Penalty: 3795.898193
	Iteration 4Q: 3 clusters Score -290706.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -290738.000000 Penalty: 3795.898193
	Iteration 5Q: 3 clusters Score -290738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -290763.406250 Penalty: 3795.898193
	Iteration 6Q: 3 clusters Score -290763.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -290786.625000 Penalty: 3795.898193
	Iteration 7Q: 3 clusters Score -290786.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -290804.843750 Penalty: 3795.898193
	Iteration 8Q: 3 clusters Score -290804.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290821.250000 Penalty: 3795.898193
	Iteration 9Q: 3 clusters Score -290821.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -290834.250000 Penalty: 3795.898193
	Iteration 10Q: 3 clusters Score -290834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -290845.562500 Penalty: 3795.898193
	Iteration 11Q: 3 clusters Score -290845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -290849.593750 Penalty: 3795.898193
	Iteration 12Q: 3 clusters Score -290849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -290854.062500 Penalty: 3795.898193
	Iteration 13Q: 3 clusters Score -290854.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290864.062500 Penalty: 3795.898193
	Iteration 14Q: 3 clusters Score -290864.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -290875.437500 Penalty: 3795.898193
	Iteration 15Q: 3 clusters Score -290875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290883.656250 Penalty: 3795.898193
	Iteration 16Q: 3 clusters Score -290883.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290890.406250 Penalty: 3795.898193
	Iteration 17Q: 3 clusters Score -290890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -290897.093750 Penalty: 3795.898193
	Iteration 18Q: 3 clusters Score -290897.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290906.468750 Penalty: 3795.898193
	Iteration 19Q: 3 clusters Score -290906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -290915.750000 Penalty: 3795.898193
	Iteration 20F: 3 clusters Score -290915.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -290920.718750 Penalty: 3795.898193
	Iteration 21Q: 3 clusters Score -290920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -290925.093750 Penalty: 3795.898193
	Iteration 22Q: 3 clusters Score -290925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -290927.593750 Penalty: 3795.898193
	Iteration 23Q: 3 clusters Score -290927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -290932.000000 Penalty: 3795.898193
	Iteration 24Q: 3 clusters Score -290932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -290934.000000 Penalty: 3795.898193
	Iteration 25Q: 3 clusters Score -290934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -290936.562500 Penalty: 3795.898193
	Iteration 26Q: 3 clusters Score -290936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -290940.125000 Penalty: 3795.898193
	Iteration 27Q: 3 clusters Score -290940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -290944.343750 Penalty: 3795.898193
	Iteration 28Q: 3 clusters Score -290944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -290946.656250 Penalty: 3795.898193
	Iteration 29Q: 3 clusters Score -290946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -290948.281250 Penalty: 3795.898193
	Iteration 30Q: 3 clusters Score -290948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -290949.312500 Penalty: 3795.898193
	Iteration 31Q: 3 clusters Score -290949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -290951.656250 Penalty: 3795.898193
	Iteration 32Q: 3 clusters Score -290951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -290956.406250 Penalty: 3795.898193
	Iteration 33Q: 3 clusters Score -290956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -290956.937500 Penalty: 3795.898193
	Iteration 34Q: 3 clusters Score -290956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -290956.937500 Penalty: 3795.898193
	Iteration 35F: 3 clusters Score -290956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 120 members 
Entering Unmasked Estep 
Score: -27862.246094 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27862.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28068.888672 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28068.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28243.992188 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -28243.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28356.978516 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28356.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28424.771484 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28424.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28460.478516 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28460.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28481.921875 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28481.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28486.480469 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28486.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28488.753906 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28488.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28488.753906 Penalty: 2748.466797
	Iteration 9F: 3 clusters Score -28488.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (100108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Entering Unmasked Estep 
Score: -14682212.000000 Penalty: 2855.473145
	Iteration 0F: 2 clusters Score -1.468221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -14615360.000000 Penalty: 5710.946289
	Iteration 0F: 3 clusters Score -1.461536e+07 nChanged 47320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -14642533.000000 Penalty: 5710.946289
	Iteration 1F: 3 clusters Score -1.464253e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -14643366.000000 Penalty: 5710.946289
	Iteration 2Q: 3 clusters Score -1.464337e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -14644389.000000 Penalty: 5710.946289
	Iteration 3Q: 3 clusters Score -1.464439e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -14645990.000000 Penalty: 5710.946289
	Iteration 4Q: 3 clusters Score -1.464599e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -14648159.000000 Penalty: 5710.946289
	Iteration 5Q: 3 clusters Score -1.464816e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -14651401.000000 Penalty: 5710.946289
	Iteration 6F: 3 clusters Score -1.46514e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -14656425.000000 Penalty: 5710.946289
	Iteration 7F: 3 clusters Score -1.465642e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -14662797.000000 Penalty: 5710.946289
	Iteration 8F: 3 clusters Score -1.46628e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -14668692.000000 Penalty: 5710.946289
	Iteration 9F: 3 clusters Score -1.466869e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -14672363.000000 Penalty: 5710.946289
	Iteration 10Q: 3 clusters Score -1.467236e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -14674512.000000 Penalty: 5710.946289
	Iteration 11Q: 3 clusters Score -1.467451e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -14675876.000000 Penalty: 5710.946289
	Iteration 12Q: 3 clusters Score -1.467588e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -14676794.000000 Penalty: 5710.946289
	Iteration 13Q: 3 clusters Score -1.467679e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -14677528.000000 Penalty: 5710.946289
	Iteration 14Q: 3 clusters Score -1.467753e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -14678062.000000 Penalty: 5710.946289
	Iteration 15Q: 3 clusters Score -1.467806e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -14678517.000000 Penalty: 5710.946289
	Iteration 16Q: 3 clusters Score -1.467852e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -14678982.000000 Penalty: 5710.946289
	Iteration 17Q: 3 clusters Score -1.467898e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -14679333.000000 Penalty: 5710.946289
	Iteration 18Q: 3 clusters Score -1.467933e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -14679655.000000 Penalty: 5710.946289
	Iteration 19Q: 3 clusters Score -1.467966e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -14679840.000000 Penalty: 5710.946289
	Iteration 20F: 3 clusters Score -1.467984e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -14680001.000000 Penalty: 5710.946289
	Iteration 21Q: 3 clusters Score -1.468e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -14680083.000000 Penalty: 5710.946289
	Iteration 22Q: 3 clusters Score -1.468008e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -14680149.000000 Penalty: 5710.946289
	Iteration 23Q: 3 clusters Score -1.468015e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -14680198.000000 Penalty: 5710.946289
	Iteration 24Q: 3 clusters Score -1.46802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -14680260.000000 Penalty: 5710.946289
	Iteration 25Q: 3 clusters Score -1.468026e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -14680276.000000 Penalty: 5710.946289
	Iteration 26Q: 3 clusters Score -1.468028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -14680284.000000 Penalty: 5710.946289
	Iteration 27Q: 3 clusters Score -1.468028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -14680307.000000 Penalty: 5710.946289
	Iteration 28Q: 3 clusters Score -1.468031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -14680315.000000 Penalty: 5710.946289
	Iteration 29Q: 3 clusters Score -1.468032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -14680308.000000 Penalty: 5710.946289
	Iteration 30Q: 3 clusters Score -1.468031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -14680315.000000 Penalty: 5710.946289
	Iteration 31Q: 3 clusters Score -1.468032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -14680299.000000 Penalty: 5710.946289
	Iteration 32Q: 3 clusters Score -1.46803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -14680296.000000 Penalty: 5710.946289
	Iteration 33Q: 3 clusters Score -1.46803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -14680301.000000 Penalty: 5710.946289
	Iteration 34Q: 3 clusters Score -1.46803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -14680303.000000 Penalty: 5710.946289
	Iteration 35Q: 3 clusters Score -1.46803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -14680303.000000 Penalty: 5710.946289
	Iteration 36Q: 3 clusters Score -1.46803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -14680291.000000 Penalty: 5710.946289
	Iteration 37Q: 3 clusters Score -1.468029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -14680304.000000 Penalty: 5710.946289
	Iteration 38Q: 3 clusters Score -1.46803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -14680306.000000 Penalty: 5710.946289
	Iteration 39Q: 3 clusters Score -1.468031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -14680320.000000 Penalty: 5710.946289
	Iteration 40F: 3 clusters Score -1.468032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -14680323.000000 Penalty: 5710.946289
	Iteration 41Q: 3 clusters Score -1.468032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -14680331.000000 Penalty: 5710.946289
	Iteration 42Q: 3 clusters Score -1.468033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -14680330.000000 Penalty: 5710.946289
	Iteration 43Q: 3 clusters Score -1.468033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -14680329.000000 Penalty: 5710.946289
	Iteration 44Q: 3 clusters Score -1.468033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -14680321.000000 Penalty: 5710.946289
	Iteration 45Q: 3 clusters Score -1.468032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -14680327.000000 Penalty: 5710.946289
	Iteration 46Q: 3 clusters Score -1.468033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -14680328.000000 Penalty: 5710.946289
	Iteration 47Q: 3 clusters Score -1.468033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 98631 members 
Entering Unmasked Estep 
Score: -14680327.000000 Penalty: 5710.946289
	Iteration 48Q: 3 clusters Score -1.468033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -14680336.000000 Penalty: 5710.946289
	Iteration 49Q: 3 clusters Score -1.468034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -14680333.000000 Penalty: 5710.946289
	Iteration 50Q: 3 clusters Score -1.468033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -14680330.000000 Penalty: 5710.946289
	Iteration 51Q: 3 clusters Score -1.468033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -14680348.000000 Penalty: 5710.946289
	Iteration 52Q: 3 clusters Score -1.468035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -14680348.000000 Penalty: 5710.946289
	Iteration 53Q: 3 clusters Score -1.468035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -14680330.000000 Penalty: 5710.946289
	Iteration 54Q: 3 clusters Score -1.468033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -14680342.000000 Penalty: 5710.946289
	Iteration 55Q: 3 clusters Score -1.468034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -14680354.000000 Penalty: 5710.946289
	Iteration 56Q: 3 clusters Score -1.468035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -14680349.000000 Penalty: 5710.946289
	Iteration 57Q: 3 clusters Score -1.468035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -14680359.000000 Penalty: 5710.946289
	Iteration 58Q: 3 clusters Score -1.468036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -14680359.000000 Penalty: 5710.946289
	Iteration 59F: 3 clusters Score -1.468036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94851.062500 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94851.06 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95090.984375 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95090.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95228.468750 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95228.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95328.250000 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95328.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95426.945312 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -95426.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95545.304688 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -95545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95686.671875 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -95686.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95859.148438 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -95859.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95977.851562 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -95977.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96114.515625 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96114.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96217.335938 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96217.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96341.257812 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96341.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96422.609375 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96422.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96496.906250 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96496.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96510.210938 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96510.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96552.960938 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96552.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96686.609375 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96686.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96822.054688 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96822.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96830.242188 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96830.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96830.242188 Penalty: 3277.568359
	Iteration 19F: 3 clusters Score -96830.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 44014 members 
Mstep: Class 5 contains 129204 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 45422 members 
Mstep: Class 8 contains 31475 members 
Mstep: Class 9 contains 32673 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 25117 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28328 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38432 members 
Mstep: Class 21 contains 21862 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100108 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 199611 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 434 members 
Entering Unmasked Estep 
Score: -128964320.000000 Penalty: 105449.875000
Splitting cluster 28 changes total score from -128965392.000000 to -128964320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (199611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199611 members 
Entering Unmasked Estep 
Score: -29243436.000000 Penalty: 3026.623047
	Iteration 0F: 2 clusters Score -2.924344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -29118334.000000 Penalty: 6053.246094
	Iteration 0F: 3 clusters Score -2.911833e+07 nChanged 95896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -29174042.000000 Penalty: 6053.246094
	Iteration 1F: 3 clusters Score -2.917404e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -29175132.000000 Penalty: 6053.246094
	Iteration 2Q: 3 clusters Score -2.917513e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -29176836.000000 Penalty: 6053.246094
	Iteration 3Q: 3 clusters Score -2.917684e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 121175 members 
Entering Unmasked Estep 
Score: -29179884.000000 Penalty: 6053.246094
	Iteration 4Q: 3 clusters Score -2.917988e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 132426 members 
Entering Unmasked Estep 
Score: -29185708.000000 Penalty: 6053.246094
	Iteration 5F: 3 clusters Score -2.918571e+07 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 147702 members 
Entering Unmasked Estep 
Score: -29196130.000000 Penalty: 6053.246094
	Iteration 6F: 3 clusters Score -2.919613e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -29210870.000000 Penalty: 6053.246094
	Iteration 7F: 3 clusters Score -2.921087e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 181480 members 
Entering Unmasked Estep 
Score: -29227236.000000 Penalty: 6053.246094
	Iteration 8F: 3 clusters Score -2.922724e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 192371 members 
Entering Unmasked Estep 
Score: -29237134.000000 Penalty: 6053.246094
	Iteration 9F: 3 clusters Score -2.923713e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -29240034.000000 Penalty: 6053.246094
	Iteration 10Q: 3 clusters Score -2.924003e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 198921 members 
Entering Unmasked Estep 
Score: -29240498.000000 Penalty: 6053.246094
	Iteration 11Q: 3 clusters Score -2.92405e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199257 members 
Entering Unmasked Estep 
Score: -29240650.000000 Penalty: 6053.246094
	Iteration 12Q: 3 clusters Score -2.924065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 199329 members 
Entering Unmasked Estep 
Score: -29240700.000000 Penalty: 6053.246094
	Iteration 13Q: 3 clusters Score -2.92407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 199353 members 
Entering Unmasked Estep 
Score: -29240770.000000 Penalty: 6053.246094
	Iteration 14Q: 3 clusters Score -2.924077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -29240798.000000 Penalty: 6053.246094
	Iteration 15Q: 3 clusters Score -2.92408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199383 members 
Entering Unmasked Estep 
Score: -29240828.000000 Penalty: 6053.246094
	Iteration 16Q: 3 clusters Score -2.924083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199385 members 
Entering Unmasked Estep 
Score: -29240800.000000 Penalty: 6053.246094
	Iteration 17Q: 3 clusters Score -2.92408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199386 members 
Entering Unmasked Estep 
Score: -29240794.000000 Penalty: 6053.246094
	Iteration 18Q: 3 clusters Score -2.924079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199386 members 
Entering Unmasked Estep 
Score: -29240794.000000 Penalty: 6053.246094
	Iteration 19F: 3 clusters Score -2.924079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 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 383 members 
Entering Unmasked Estep 
Score: -94046.625000 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -94046.62 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94470.945312 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94470.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94718.351562 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94718.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94894.835938 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94894.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95091.578125 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -95091.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95229.460938 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -95229.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95359.875000 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95359.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95434.117188 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95434.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95486.054688 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95486.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95532.835938 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95532.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95570.117188 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95570.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95586.304688 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95601.234375 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95601.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95612.031250 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95612.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95622.929688 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95622.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95630.867188 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95630.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95637.031250 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -95637.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95639.273438 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -95639.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95643.054688 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -95643.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95647.750000 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -95647.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95647.750000 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -95647.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 44014 members 
Mstep: Class 5 contains 129204 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 45422 members 
Mstep: Class 8 contains 31475 members 
Mstep: Class 9 contains 32673 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 25117 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28328 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38432 members 
Mstep: Class 21 contains 21862 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100108 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199611 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965784.000000 Penalty: 102048.265625
Iteration 159Q: 31 clusters Score -1.289658e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 3 contains 13258 members 
Mstep: Class 4 contains 44025 members 
Mstep: Class 5 contains 129167 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 31506 members 
Mstep: Class 9 contains 32647 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 25126 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28330 members 
Mstep: Class 18 contains 43421 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38436 members 
Mstep: Class 21 contains 21987 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100059 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199571 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965600.000000 Penalty: 102048.265625
Iteration 160F: 31 clusters Score -1.289656e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 13262 members 
Mstep: Class 4 contains 44040 members 
Mstep: Class 5 contains 129187 members 
Mstep: Class 6 contains 8886 members 
Mstep: Class 7 contains 45282 members 
Mstep: Class 8 contains 31529 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 25115 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12076 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 43431 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38441 members 
Mstep: Class 21 contains 22112 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100038 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199461 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965648.000000 Penalty: 102048.265625
Iteration 161Q: 31 clusters Score -1.289656e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 13272 members 
Mstep: Class 4 contains 44032 members 
Mstep: Class 5 contains 129189 members 
Mstep: Class 6 contains 8881 members 
Mstep: Class 7 contains 45196 members 
Mstep: Class 8 contains 31574 members 
Mstep: Class 9 contains 32646 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40079 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 43437 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38442 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100026 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199359 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965664.000000 Penalty: 102048.265625
Iteration 162Q: 31 clusters Score -1.289657e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 13281 members 
Mstep: Class 4 contains 44046 members 
Mstep: Class 5 contains 129153 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 45126 members 
Mstep: Class 8 contains 31624 members 
Mstep: Class 9 contains 32650 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28335 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 21 contains 22325 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100021 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199247 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965720.000000 Penalty: 102048.265625
Iteration 163Q: 31 clusters Score -1.289657e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 44056 members 
Mstep: Class 5 contains 129033 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 45079 members 
Mstep: Class 8 contains 31665 members 
Mstep: Class 9 contains 32643 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28342 members 
Mstep: Class 18 contains 43434 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38449 members 
Mstep: Class 21 contains 22419 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100034 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199175 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965520.000000 Penalty: 102048.265625
Iteration 164Q: 31 clusters Score -1.289655e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 13283 members 
Mstep: Class 4 contains 44052 members 
Mstep: Class 5 contains 128966 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 31700 members 
Mstep: Class 9 contains 32648 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40087 members 
Mstep: Class 12 contains 25121 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 43440 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38450 members 
Mstep: Class 21 contains 22493 members 
Mstep: Class 22 contains 4859 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100057 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199080 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965744.000000 Penalty: 102048.265625
Iteration 165Q: 31 clusters Score -1.289657e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 13284 members 
Mstep: Class 4 contains 44057 members 
Mstep: Class 5 contains 128916 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 44977 members 
Mstep: Class 8 contains 31725 members 
Mstep: Class 9 contains 32650 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 25107 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28352 members 
Mstep: Class 18 contains 43444 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38452 members 
Mstep: Class 21 contains 22561 members 
Mstep: Class 22 contains 4856 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100070 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 199012 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965736.000000 Penalty: 102048.265625
Iteration 166Q: 31 clusters Score -1.289657e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 44057 members 
Mstep: Class 5 contains 128859 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 44928 members 
Mstep: Class 8 contains 31756 members 
Mstep: Class 9 contains 32658 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40079 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 43449 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38454 members 
Mstep: Class 21 contains 22615 members 
Mstep: Class 22 contains 4852 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100068 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198963 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966048.000000 Penalty: 102048.265625
Iteration 167Q: 31 clusters Score -1.28966e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 44054 members 
Mstep: Class 5 contains 128781 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 44866 members 
Mstep: Class 8 contains 31783 members 
Mstep: Class 9 contains 32662 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 25098 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28353 members 
Mstep: Class 18 contains 43446 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38458 members 
Mstep: Class 21 contains 22679 members 
Mstep: Class 22 contains 4850 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100060 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198954 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965800.000000 Penalty: 102048.265625
Iteration 168Q: 31 clusters Score -1.289658e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 44060 members 
Mstep: Class 5 contains 128695 members 
Mstep: Class 6 contains 8859 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 31818 members 
Mstep: Class 9 contains 32655 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 25102 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28353 members 
Mstep: Class 18 contains 43452 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 22731 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100057 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198946 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965736.000000 Penalty: 102048.265625
Iteration 169Q: 31 clusters Score -1.289657e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 44072 members 
Mstep: Class 5 contains 128614 members 
Mstep: Class 6 contains 8859 members 
Mstep: Class 7 contains 44747 members 
Mstep: Class 8 contains 31849 members 
Mstep: Class 9 contains 32656 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 25110 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 43453 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100028 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198908 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965792.000000 Penalty: 102048.265625
Iteration 170Q: 31 clusters Score -1.289658e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 44085 members 
Mstep: Class 5 contains 128538 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 44691 members 
Mstep: Class 8 contains 31869 members 
Mstep: Class 9 contains 32663 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 25120 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43451 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38461 members 
Mstep: Class 21 contains 22879 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100022 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198887 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Iteration 171Q: 31 clusters Score -1.289656e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 13284 members 
Mstep: Class 4 contains 44078 members 
Mstep: Class 5 contains 128470 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 31897 members 
Mstep: Class 9 contains 32670 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40068 members 
Mstep: Class 12 contains 25118 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28353 members 
Mstep: Class 18 contains 43467 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38462 members 
Mstep: Class 21 contains 22953 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100024 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198853 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965864.000000 Penalty: 102048.265625
Iteration 172Q: 31 clusters Score -1.289659e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 13285 members 
Mstep: Class 4 contains 44074 members 
Mstep: Class 5 contains 128409 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 44585 members 
Mstep: Class 8 contains 31923 members 
Mstep: Class 9 contains 32671 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40064 members 
Mstep: Class 12 contains 25115 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28358 members 
Mstep: Class 18 contains 43473 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38462 members 
Mstep: Class 21 contains 23007 members 
Mstep: Class 22 contains 4841 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100017 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198852 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965784.000000 Penalty: 102048.265625
Iteration 173Q: 31 clusters Score -1.289658e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 13285 members 
Mstep: Class 4 contains 44061 members 
Mstep: Class 5 contains 128317 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44530 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 32670 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 25121 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 43480 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38463 members 
Mstep: Class 21 contains 23048 members 
Mstep: Class 22 contains 4837 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100016 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198895 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965744.000000 Penalty: 102048.265625
Iteration 174Q: 31 clusters Score -1.289657e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 13285 members 
Mstep: Class 4 contains 44055 members 
Mstep: Class 5 contains 128286 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44483 members 
Mstep: Class 8 contains 31974 members 
Mstep: Class 9 contains 32673 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 25123 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28363 members 
Mstep: Class 18 contains 43484 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 23072 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100032 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198852 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965864.000000 Penalty: 102048.265625
Iteration 175Q: 31 clusters Score -1.289659e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 13286 members 
Mstep: Class 4 contains 44046 members 
Mstep: Class 5 contains 128235 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44446 members 
Mstep: Class 8 contains 31994 members 
Mstep: Class 9 contains 32681 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 25125 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 43487 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38473 members 
Mstep: Class 21 contains 23115 members 
Mstep: Class 22 contains 4828 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100051 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198790 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965984.000000 Penalty: 102048.265625
Iteration 176Q: 31 clusters Score -1.28966e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 44048 members 
Mstep: Class 5 contains 128194 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 32011 members 
Mstep: Class 9 contains 32681 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 25127 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 28365 members 
Mstep: Class 18 contains 43489 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38475 members 
Mstep: Class 21 contains 23162 members 
Mstep: Class 22 contains 4824 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100046 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198732 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966136.000000 Penalty: 102048.265625
Iteration 177Q: 31 clusters Score -1.289661e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 13290 members 
Mstep: Class 4 contains 44039 members 
Mstep: Class 5 contains 128199 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 32018 members 
Mstep: Class 9 contains 32698 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 25122 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28358 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38480 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 4821 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100034 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198679 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966360.000000 Penalty: 102048.265625
Iteration 178Q: 31 clusters Score -1.289664e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 13292 members 
Mstep: Class 4 contains 44032 members 
Mstep: Class 5 contains 128184 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 32029 members 
Mstep: Class 9 contains 32734 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28358 members 
Mstep: Class 18 contains 43492 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38484 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 4819 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100033 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198631 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966392.000000 Penalty: 102048.265625
Iteration 179Q: 31 clusters Score -1.289664e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 13291 members 
Mstep: Class 4 contains 44031 members 
Mstep: Class 5 contains 128166 members 
Mstep: Class 6 contains 8848 members 
Mstep: Class 7 contains 44322 members 
Mstep: Class 8 contains 32050 members 
Mstep: Class 9 contains 32761 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 25108 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 28356 members 
Mstep: Class 18 contains 43500 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38488 members 
Mstep: Class 21 contains 23255 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 100011 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198596 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966368.000000 Penalty: 102048.265625
Iteration 180F: 31 clusters Score -1.289664e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 13292 members 
Mstep: Class 4 contains 44021 members 
Mstep: Class 5 contains 128160 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 44277 members 
Mstep: Class 8 contains 32068 members 
Mstep: Class 9 contains 32785 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 25105 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 28357 members 
Mstep: Class 18 contains 43494 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38491 members 
Mstep: Class 21 contains 23298 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99991 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198554 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966280.000000 Penalty: 102048.265625
Iteration 181Q: 31 clusters Score -1.289663e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 44015 members 
Mstep: Class 5 contains 128130 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 32081 members 
Mstep: Class 9 contains 32804 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 28356 members 
Mstep: Class 18 contains 43494 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38494 members 
Mstep: Class 21 contains 23320 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99954 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198559 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966184.000000 Penalty: 102048.265625
Iteration 182Q: 31 clusters Score -1.289662e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 44019 members 
Mstep: Class 5 contains 128097 members 
Mstep: Class 6 contains 8846 members 
Mstep: Class 7 contains 44200 members 
Mstep: Class 8 contains 32100 members 
Mstep: Class 9 contains 32817 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25129 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 28355 members 
Mstep: Class 18 contains 43488 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38498 members 
Mstep: Class 21 contains 23340 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99919 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198548 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966176.000000 Penalty: 102048.265625
Iteration 183Q: 31 clusters Score -1.289662e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 13296 members 
Mstep: Class 4 contains 44017 members 
Mstep: Class 5 contains 128105 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 25137 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 28355 members 
Mstep: Class 18 contains 43490 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38502 members 
Mstep: Class 21 contains 23361 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99877 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198516 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966248.000000 Penalty: 102048.265625
Iteration 184Q: 31 clusters Score -1.289662e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 3 contains 13296 members 
Mstep: Class 4 contains 44013 members 
Mstep: Class 5 contains 128055 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 44157 members 
Mstep: Class 8 contains 32144 members 
Mstep: Class 9 contains 32869 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 25140 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 43493 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38506 members 
Mstep: Class 21 contains 23385 members 
Mstep: Class 22 contains 4814 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99848 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198494 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966248.000000 Penalty: 102048.265625
Iteration 185Q: 31 clusters Score -1.289662e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 4 contains 44012 members 
Mstep: Class 5 contains 128042 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 44139 members 
Mstep: Class 8 contains 32172 members 
Mstep: Class 9 contains 32895 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 25147 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43490 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38512 members 
Mstep: Class 21 contains 23403 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99812 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198449 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966096.000000 Penalty: 102048.265625
Iteration 186Q: 31 clusters Score -1.289661e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 13301 members 
Mstep: Class 4 contains 44020 members 
Mstep: Class 5 contains 127980 members 
Mstep: Class 6 contains 8846 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 32897 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40111 members 
Mstep: Class 12 contains 25164 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28352 members 
Mstep: Class 18 contains 43486 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 38514 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99794 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198454 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966272.000000 Penalty: 102048.265625
Iteration 187Q: 31 clusters Score -1.289663e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 13304 members 
Mstep: Class 4 contains 44025 members 
Mstep: Class 5 contains 127928 members 
Mstep: Class 6 contains 8844 members 
Mstep: Class 7 contains 44093 members 
Mstep: Class 8 contains 32207 members 
Mstep: Class 9 contains 32893 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40111 members 
Mstep: Class 12 contains 25187 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43487 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 38521 members 
Mstep: Class 21 contains 23423 members 
Mstep: Class 22 contains 4809 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99787 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198468 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966208.000000 Penalty: 102048.265625
Iteration 188Q: 31 clusters Score -1.289662e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 13306 members 
Mstep: Class 4 contains 44020 members 
Mstep: Class 5 contains 127912 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 44077 members 
Mstep: Class 8 contains 32236 members 
Mstep: Class 9 contains 32888 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 25210 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28352 members 
Mstep: Class 18 contains 43489 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 38525 members 
Mstep: Class 21 contains 23425 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99739 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198494 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966224.000000 Penalty: 102048.265625
Iteration 189Q: 31 clusters Score -1.289662e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 13307 members 
Mstep: Class 4 contains 44031 members 
Mstep: Class 5 contains 127920 members 
Mstep: Class 6 contains 8841 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 32253 members 
Mstep: Class 9 contains 32886 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 25231 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43492 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38528 members 
Mstep: Class 21 contains 23424 members 
Mstep: Class 22 contains 4797 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99696 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198459 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966328.000000 Penalty: 102048.265625
Iteration 190Q: 31 clusters Score -1.289663e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 13308 members 
Mstep: Class 4 contains 44026 members 
Mstep: Class 5 contains 127942 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 44068 members 
Mstep: Class 8 contains 32270 members 
Mstep: Class 9 contains 32904 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40139 members 
Mstep: Class 12 contains 25254 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28349 members 
Mstep: Class 18 contains 43488 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 38529 members 
Mstep: Class 21 contains 23433 members 
Mstep: Class 22 contains 4796 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99651 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198433 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966280.000000 Penalty: 102048.265625
Iteration 191Q: 31 clusters Score -1.289663e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 13308 members 
Mstep: Class 4 contains 44026 members 
Mstep: Class 5 contains 127951 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 44059 members 
Mstep: Class 8 contains 32293 members 
Mstep: Class 9 contains 32917 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40142 members 
Mstep: Class 12 contains 25266 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28350 members 
Mstep: Class 18 contains 43496 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38530 members 
Mstep: Class 21 contains 23429 members 
Mstep: Class 22 contains 4794 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99641 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198398 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966552.000000 Penalty: 102048.265625
Iteration 192Q: 31 clusters Score -1.289666e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 44033 members 
Mstep: Class 5 contains 127927 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 44037 members 
Mstep: Class 8 contains 32309 members 
Mstep: Class 9 contains 32926 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 25284 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 43501 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38532 members 
Mstep: Class 21 contains 23434 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99653 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198374 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966424.000000 Penalty: 102048.265625
Iteration 193Q: 31 clusters Score -1.289664e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44050 members 
Mstep: Class 5 contains 127919 members 
Mstep: Class 6 contains 8835 members 
Mstep: Class 7 contains 44014 members 
Mstep: Class 8 contains 32323 members 
Mstep: Class 9 contains 32938 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40139 members 
Mstep: Class 12 contains 25304 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28344 members 
Mstep: Class 18 contains 43508 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38532 members 
Mstep: Class 21 contains 23431 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99643 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198343 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966696.000000 Penalty: 102048.265625
Iteration 194Q: 31 clusters Score -1.289667e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44066 members 
Mstep: Class 5 contains 127892 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 32337 members 
Mstep: Class 9 contains 32954 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40131 members 
Mstep: Class 12 contains 25319 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 43516 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38532 members 
Mstep: Class 21 contains 23417 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99635 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198341 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966456.000000 Penalty: 102048.265625
Iteration 195Q: 31 clusters Score -1.289665e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 44082 members 
Mstep: Class 5 contains 127828 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 43957 members 
Mstep: Class 8 contains 32350 members 
Mstep: Class 9 contains 32961 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40130 members 
Mstep: Class 12 contains 25337 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38532 members 
Mstep: Class 21 contains 23413 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99605 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198400 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966432.000000 Penalty: 102048.265625
Iteration 196Q: 31 clusters Score -1.289664e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 44086 members 
Mstep: Class 5 contains 127797 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 43921 members 
Mstep: Class 8 contains 32381 members 
Mstep: Class 9 contains 32980 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40135 members 
Mstep: Class 12 contains 25357 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 43515 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38532 members 
Mstep: Class 21 contains 23412 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99584 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198399 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966784.000000 Penalty: 102048.265625
Iteration 197Q: 31 clusters Score -1.289668e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 44103 members 
Mstep: Class 5 contains 127793 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43896 members 
Mstep: Class 8 contains 32412 members 
Mstep: Class 9 contains 32994 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40135 members 
Mstep: Class 12 contains 25368 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 43519 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38533 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99552 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198366 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966504.000000 Penalty: 102048.265625
Iteration 198Q: 31 clusters Score -1.289665e+08 nChanged 730
Entering ConstructFrom: 
Score: -128966504.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (54091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Entering Unmasked Estep 
Score: -8019053.500000 Penalty: 2702.808838
	Iteration 0F: 2 clusters Score -8019054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -7982518.500000 Penalty: 5405.617676
	Iteration 0F: 3 clusters Score -7982518 nChanged 25146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7996277.000000 Penalty: 5405.617676
	Iteration 1F: 3 clusters Score -7996277 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7996899.500000 Penalty: 5405.617676
	Iteration 2Q: 3 clusters Score -7996900 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7997819.000000 Penalty: 5405.617676
	Iteration 3Q: 3 clusters Score -7997819 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -7999212.500000 Penalty: 5405.617676
	Iteration 4F: 3 clusters Score -7999212 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -8001638.500000 Penalty: 5405.617676
	Iteration 5F: 3 clusters Score -8001638 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8005650.000000 Penalty: 5405.617676
	Iteration 6F: 3 clusters Score -8005650 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -8010558.000000 Penalty: 5405.617676
	Iteration 7F: 3 clusters Score -8010558 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -8014760.000000 Penalty: 5405.617676
	Iteration 8F: 3 clusters Score -8014760 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -8016865.000000 Penalty: 5405.617676
	Iteration 9Q: 3 clusters Score -8016865 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -8017628.000000 Penalty: 5405.617676
	Iteration 10Q: 3 clusters Score -8017628 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -8017897.000000 Penalty: 5405.617676
	Iteration 11Q: 3 clusters Score -8017897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -8017975.000000 Penalty: 5405.617676
	Iteration 12Q: 3 clusters Score -8017975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -8018050.000000 Penalty: 5405.617676
	Iteration 13Q: 3 clusters Score -8018050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8018085.500000 Penalty: 5405.617676
	Iteration 14Q: 3 clusters Score -8018086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -8018103.500000 Penalty: 5405.617676
	Iteration 15Q: 3 clusters Score -8018104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -8018124.500000 Penalty: 5405.617676
	Iteration 16Q: 3 clusters Score -8018124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -8018124.500000 Penalty: 5405.617676
	Iteration 17Q: 3 clusters Score -8018124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -8018127.000000 Penalty: 5405.617676
	Iteration 18Q: 3 clusters Score -8018127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -8018135.000000 Penalty: 5405.617676
	Iteration 19Q: 3 clusters Score -8018135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -8018149.500000 Penalty: 5405.617676
	Iteration 20F: 3 clusters Score -8018150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -8018151.000000 Penalty: 5405.617676
	Iteration 21Q: 3 clusters Score -8018151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -8018160.500000 Penalty: 5405.617676
	Iteration 22Q: 3 clusters Score -8018160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -8018159.000000 Penalty: 5405.617676
	Iteration 23Q: 3 clusters Score -8018159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -8018162.500000 Penalty: 5405.617676
	Iteration 24Q: 3 clusters Score -8018162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -8018165.000000 Penalty: 5405.617676
	Iteration 25Q: 3 clusters Score -8018165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -8018161.000000 Penalty: 5405.617676
	Iteration 26Q: 3 clusters Score -8018161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -8018160.000000 Penalty: 5405.617676
	Iteration 27Q: 3 clusters Score -8018160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -8018158.500000 Penalty: 5405.617676
	Iteration 28Q: 3 clusters Score -8018158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -8018153.500000 Penalty: 5405.617676
	Iteration 29Q: 3 clusters Score -8018154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -8018155.500000 Penalty: 5405.617676
	Iteration 30Q: 3 clusters Score -8018156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -8018158.000000 Penalty: 5405.617676
	Iteration 31Q: 3 clusters Score -8018158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -8018164.000000 Penalty: 5405.617676
	Iteration 32Q: 3 clusters Score -8018164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -8018164.000000 Penalty: 5405.617676
	Iteration 33F: 3 clusters Score -8018164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -934534.000000 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -934534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -928809.312500 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -928809.3 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -930493.875000 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -930493.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -931072.812500 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -931072.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -931523.312500 Penalty: 4384.496582
	Iteration 3F: 3 clusters Score -931523.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -931809.812500 Penalty: 4384.496582
	Iteration 4F: 3 clusters Score -931809.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -932005.250000 Penalty: 4384.496582
	Iteration 5Q: 3 clusters Score -932005.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -932153.687500 Penalty: 4384.496582
	Iteration 6Q: 3 clusters Score -932153.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -932276.687500 Penalty: 4384.496582
	Iteration 7Q: 3 clusters Score -932276.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -932373.500000 Penalty: 4384.496582
	Iteration 8Q: 3 clusters Score -932373.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -932448.812500 Penalty: 4384.496582
	Iteration 9Q: 3 clusters Score -932448.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -932511.375000 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -932511.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -932565.062500 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -932565.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -932629.937500 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -932629.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -932675.062500 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -932675.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -932725.500000 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -932725.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -932759.625000 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -932759.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -932782.312500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -932782.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -932794.062500 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -932794.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -932807.562500 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -932807.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -932820.437500 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -932820.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -932827.187500 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -932827.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -932836.750000 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -932836.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -932849.687500 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -932849.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -932857.312500 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -932857.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -932862.125000 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -932862.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -932867.875000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -932867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -932870.812500 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -932870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -932874.062500 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -932874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -932876.250000 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -932876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -932876.375000 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -932876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -932878.062500 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -932878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -932878.062500 Penalty: 4384.496582
	Iteration 31F: 3 clusters Score -932878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -1781577.750000 Penalty: 2355.149658
	Iteration 0F: 2 clusters Score -1781578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1771769.000000 Penalty: 4710.299316
	Iteration 0F: 3 clusters Score -1771769 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1774762.750000 Penalty: 4710.299316
	Iteration 1F: 3 clusters Score -1774763 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1775117.375000 Penalty: 4710.299316
	Iteration 2F: 3 clusters Score -1775117 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1775467.500000 Penalty: 4710.299316
	Iteration 3F: 3 clusters Score -1775468 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1775846.500000 Penalty: 4710.299316
	Iteration 4F: 3 clusters Score -1775846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1776271.625000 Penalty: 4710.299316
	Iteration 5F: 3 clusters Score -1776272 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1776681.375000 Penalty: 4710.299316
	Iteration 6F: 3 clusters Score -1776681 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1777082.000000 Penalty: 4710.299316
	Iteration 7Q: 3 clusters Score -1777082 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1777496.375000 Penalty: 4710.299316
	Iteration 8Q: 3 clusters Score -1777496 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1777880.250000 Penalty: 4710.299316
	Iteration 9Q: 3 clusters Score -1777880 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1778196.375000 Penalty: 4710.299316
	Iteration 10Q: 3 clusters Score -1778196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1778456.250000 Penalty: 4710.299316
	Iteration 11Q: 3 clusters Score -1778456 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1778675.000000 Penalty: 4710.299316
	Iteration 12Q: 3 clusters Score -1778675 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1778880.375000 Penalty: 4710.299316
	Iteration 13Q: 3 clusters Score -1778880 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1779059.375000 Penalty: 4710.299316
	Iteration 14Q: 3 clusters Score -1779059 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1779191.000000 Penalty: 4710.299316
	Iteration 15Q: 3 clusters Score -1779191 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1779295.875000 Penalty: 4710.299316
	Iteration 16Q: 3 clusters Score -1779296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1779401.375000 Penalty: 4710.299316
	Iteration 17Q: 3 clusters Score -1779401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1779465.375000 Penalty: 4710.299316
	Iteration 18Q: 3 clusters Score -1779465 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1779534.250000 Penalty: 4710.299316
	Iteration 19Q: 3 clusters Score -1779534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1779572.250000 Penalty: 4710.299316
	Iteration 20F: 3 clusters Score -1779572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1779597.750000 Penalty: 4710.299316
	Iteration 21Q: 3 clusters Score -1779598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1779623.250000 Penalty: 4710.299316
	Iteration 22Q: 3 clusters Score -1779623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1779648.250000 Penalty: 4710.299316
	Iteration 23Q: 3 clusters Score -1779648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1779664.375000 Penalty: 4710.299316
	Iteration 24Q: 3 clusters Score -1779664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1779677.250000 Penalty: 4710.299316
	Iteration 25Q: 3 clusters Score -1779677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1779687.125000 Penalty: 4710.299316
	Iteration 26Q: 3 clusters Score -1779687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1779698.500000 Penalty: 4710.299316
	Iteration 27Q: 3 clusters Score -1779698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1779703.750000 Penalty: 4710.299316
	Iteration 28Q: 3 clusters Score -1779704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1779706.625000 Penalty: 4710.299316
	Iteration 29Q: 3 clusters Score -1779707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1779713.875000 Penalty: 4710.299316
	Iteration 30Q: 3 clusters Score -1779714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1779725.750000 Penalty: 4710.299316
	Iteration 31Q: 3 clusters Score -1779726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1779730.375000 Penalty: 4710.299316
	Iteration 32Q: 3 clusters Score -1779730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1779736.125000 Penalty: 4710.299316
	Iteration 33Q: 3 clusters Score -1779736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1779743.750000 Penalty: 4710.299316
	Iteration 34Q: 3 clusters Score -1779744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1779752.375000 Penalty: 4710.299316
	Iteration 35Q: 3 clusters Score -1779752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1779754.625000 Penalty: 4710.299316
	Iteration 36Q: 3 clusters Score -1779755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1779754.375000 Penalty: 4710.299316
	Iteration 37Q: 3 clusters Score -1779754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1779757.625000 Penalty: 4710.299316
	Iteration 38Q: 3 clusters Score -1779758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1779757.375000 Penalty: 4710.299316
	Iteration 39Q: 3 clusters Score -1779757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1779757.875000 Penalty: 4710.299316
	Iteration 40F: 3 clusters Score -1779758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1779757.750000 Penalty: 4710.299316
	Iteration 41Q: 3 clusters Score -1779758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1779759.875000 Penalty: 4710.299316
	Iteration 42Q: 3 clusters Score -1779760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1779759.875000 Penalty: 4710.299316
	Iteration 43Q: 3 clusters Score -1779760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1779759.875000 Penalty: 4710.299316
	Iteration 44F: 3 clusters Score -1779760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Entering Unmasked Estep 
Score: -6488075.500000 Penalty: 2652.255371
	Iteration 0F: 2 clusters Score -6488076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -6458341.500000 Penalty: 5304.510742
	Iteration 0F: 3 clusters Score -6458342 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -6469512.000000 Penalty: 5304.510742
	Iteration 1F: 3 clusters Score -6469512 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6470417.500000 Penalty: 5304.510742
	Iteration 2F: 3 clusters Score -6470418 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6471729.000000 Penalty: 5304.510742
	Iteration 3F: 3 clusters Score -6471729 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -6473606.000000 Penalty: 5304.510742
	Iteration 4F: 3 clusters Score -6473606 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -6476188.500000 Penalty: 5304.510742
	Iteration 5F: 3 clusters Score -6476188 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -6479162.000000 Penalty: 5304.510742
	Iteration 6F: 3 clusters Score -6479162 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -6481844.500000 Penalty: 5304.510742
	Iteration 7F: 3 clusters Score -6481844 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -6483574.500000 Penalty: 5304.510742
	Iteration 8Q: 3 clusters Score -6483574 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6484533.500000 Penalty: 5304.510742
	Iteration 9Q: 3 clusters Score -6484534 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -6484969.500000 Penalty: 5304.510742
	Iteration 10Q: 3 clusters Score -6484970 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -6485225.000000 Penalty: 5304.510742
	Iteration 11Q: 3 clusters Score -6485225 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -6485388.500000 Penalty: 5304.510742
	Iteration 12Q: 3 clusters Score -6485388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -6485497.000000 Penalty: 5304.510742
	Iteration 13Q: 3 clusters Score -6485497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -6485551.500000 Penalty: 5304.510742
	Iteration 14Q: 3 clusters Score -6485552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -6485620.000000 Penalty: 5304.510742
	Iteration 15Q: 3 clusters Score -6485620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6485664.000000 Penalty: 5304.510742
	Iteration 16Q: 3 clusters Score -6485664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6485700.500000 Penalty: 5304.510742
	Iteration 17Q: 3 clusters Score -6485700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -6485747.000000 Penalty: 5304.510742
	Iteration 18Q: 3 clusters Score -6485747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -6485766.000000 Penalty: 5304.510742
	Iteration 19Q: 3 clusters Score -6485766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6485772.000000 Penalty: 5304.510742
	Iteration 20F: 3 clusters Score -6485772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6485783.500000 Penalty: 5304.510742
	Iteration 21Q: 3 clusters Score -6485784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6485792.500000 Penalty: 5304.510742
	Iteration 22Q: 3 clusters Score -6485792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -6485798.000000 Penalty: 5304.510742
	Iteration 23Q: 3 clusters Score -6485798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6485815.000000 Penalty: 5304.510742
	Iteration 24Q: 3 clusters Score -6485815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6485821.000000 Penalty: 5304.510742
	Iteration 25Q: 3 clusters Score -6485821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -6485817.000000 Penalty: 5304.510742
	Iteration 26Q: 3 clusters Score -6485817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -6485816.500000 Penalty: 5304.510742
	Iteration 27Q: 3 clusters Score -6485816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6485826.000000 Penalty: 5304.510742
	Iteration 28Q: 3 clusters Score -6485826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6485817.000000 Penalty: 5304.510742
	Iteration 29Q: 3 clusters Score -6485817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6485820.000000 Penalty: 5304.510742
	Iteration 30Q: 3 clusters Score -6485820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6485824.500000 Penalty: 5304.510742
	Iteration 31Q: 3 clusters Score -6485824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -6485830.500000 Penalty: 5304.510742
	Iteration 32Q: 3 clusters Score -6485830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6485831.500000 Penalty: 5304.510742
	Iteration 33Q: 3 clusters Score -6485832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6485827.500000 Penalty: 5304.510742
	Iteration 34Q: 3 clusters Score -6485828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -6485828.000000 Penalty: 5304.510742
	Iteration 35Q: 3 clusters Score -6485828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -6485827.500000 Penalty: 5304.510742
	Iteration 36Q: 3 clusters Score -6485828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -6485825.000000 Penalty: 5304.510742
	Iteration 37Q: 3 clusters Score -6485825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6485830.500000 Penalty: 5304.510742
	Iteration 38Q: 3 clusters Score -6485830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6485832.500000 Penalty: 5304.510742
	Iteration 39Q: 3 clusters Score -6485832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -6485831.000000 Penalty: 5304.510742
	Iteration 40F: 3 clusters Score -6485831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -6485830.500000 Penalty: 5304.510742
	Iteration 41Q: 3 clusters Score -6485830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -6485834.000000 Penalty: 5304.510742
	Iteration 42Q: 3 clusters Score -6485834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -6485834.000000 Penalty: 5304.510742
	Iteration 43F: 3 clusters Score -6485834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (127803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Entering Unmasked Estep 
Score: -18780512.000000 Penalty: 2916.044922
	Iteration 0F: 2 clusters Score -1.878051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -18696392.000000 Penalty: 5832.089844
	Iteration 0F: 3 clusters Score -1.869639e+07 nChanged 60659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -18732380.000000 Penalty: 5832.089844
	Iteration 1F: 3 clusters Score -1.873238e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -18734336.000000 Penalty: 5832.089844
	Iteration 2Q: 3 clusters Score -1.873434e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -18737026.000000 Penalty: 5832.089844
	Iteration 3Q: 3 clusters Score -1.873703e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -18740642.000000 Penalty: 5832.089844
	Iteration 4Q: 3 clusters Score -1.874064e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -18745132.000000 Penalty: 5832.089844
	Iteration 5F: 3 clusters Score -1.874513e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -18750240.000000 Penalty: 5832.089844
	Iteration 6F: 3 clusters Score -1.875024e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -18755664.000000 Penalty: 5832.089844
	Iteration 7F: 3 clusters Score -1.875566e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -18760392.000000 Penalty: 5832.089844
	Iteration 8F: 3 clusters Score -1.876039e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -18764146.000000 Penalty: 5832.089844
	Iteration 9Q: 3 clusters Score -1.876415e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -18767042.000000 Penalty: 5832.089844
	Iteration 10Q: 3 clusters Score -1.876704e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -18768600.000000 Penalty: 5832.089844
	Iteration 11Q: 3 clusters Score -1.87686e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -18769480.000000 Penalty: 5832.089844
	Iteration 12Q: 3 clusters Score -1.876948e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -18770216.000000 Penalty: 5832.089844
	Iteration 13Q: 3 clusters Score -1.877022e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -18770748.000000 Penalty: 5832.089844
	Iteration 14Q: 3 clusters Score -1.877075e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -18771282.000000 Penalty: 5832.089844
	Iteration 15Q: 3 clusters Score -1.877128e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -18771848.000000 Penalty: 5832.089844
	Iteration 16Q: 3 clusters Score -1.877185e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -18772250.000000 Penalty: 5832.089844
	Iteration 17Q: 3 clusters Score -1.877225e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -18772754.000000 Penalty: 5832.089844
	Iteration 18Q: 3 clusters Score -1.877275e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -18773132.000000 Penalty: 5832.089844
	Iteration 19Q: 3 clusters Score -1.877313e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -18773414.000000 Penalty: 5832.089844
	Iteration 20F: 3 clusters Score -1.877341e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -18773732.000000 Penalty: 5832.089844
	Iteration 21Q: 3 clusters Score -1.877373e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -18774044.000000 Penalty: 5832.089844
	Iteration 22Q: 3 clusters Score -1.877404e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -18774248.000000 Penalty: 5832.089844
	Iteration 23Q: 3 clusters Score -1.877425e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -18774438.000000 Penalty: 5832.089844
	Iteration 24Q: 3 clusters Score -1.877444e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -18774742.000000 Penalty: 5832.089844
	Iteration 25Q: 3 clusters Score -1.877474e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -18774996.000000 Penalty: 5832.089844
	Iteration 26Q: 3 clusters Score -1.8775e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -18775254.000000 Penalty: 5832.089844
	Iteration 27Q: 3 clusters Score -1.877525e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 119426 members 
Entering Unmasked Estep 
Score: -18775494.000000 Penalty: 5832.089844
	Iteration 28Q: 3 clusters Score -1.877549e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -18775714.000000 Penalty: 5832.089844
	Iteration 29Q: 3 clusters Score -1.877571e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 120599 members 
Entering Unmasked Estep 
Score: -18775870.000000 Penalty: 5832.089844
	Iteration 30Q: 3 clusters Score -1.877587e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 121101 members 
Entering Unmasked Estep 
Score: -18776046.000000 Penalty: 5832.089844
	Iteration 31Q: 3 clusters Score -1.877605e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 121576 members 
Entering Unmasked Estep 
Score: -18776220.000000 Penalty: 5832.089844
	Iteration 32Q: 3 clusters Score -1.877622e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -18776410.000000 Penalty: 5832.089844
	Iteration 33Q: 3 clusters Score -1.877641e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -18776574.000000 Penalty: 5832.089844
	Iteration 34Q: 3 clusters Score -1.877657e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -18776754.000000 Penalty: 5832.089844
	Iteration 35Q: 3 clusters Score -1.877675e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -18776878.000000 Penalty: 5832.089844
	Iteration 36Q: 3 clusters Score -1.877688e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -18776974.000000 Penalty: 5832.089844
	Iteration 37Q: 3 clusters Score -1.877697e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -18777034.000000 Penalty: 5832.089844
	Iteration 38Q: 3 clusters Score -1.877703e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -18777124.000000 Penalty: 5832.089844
	Iteration 39Q: 3 clusters Score -1.877712e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -18777208.000000 Penalty: 5832.089844
	Iteration 40F: 3 clusters Score -1.877721e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -18777282.000000 Penalty: 5832.089844
	Iteration 41Q: 3 clusters Score -1.877728e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -18777366.000000 Penalty: 5832.089844
	Iteration 42Q: 3 clusters Score -1.877737e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 124750 members 
Entering Unmasked Estep 
Score: -18777430.000000 Penalty: 5832.089844
	Iteration 43Q: 3 clusters Score -1.877743e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 124871 members 
Entering Unmasked Estep 
Score: -18777462.000000 Penalty: 5832.089844
	Iteration 44Q: 3 clusters Score -1.877746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 124979 members 
Entering Unmasked Estep 
Score: -18777504.000000 Penalty: 5832.089844
	Iteration 45Q: 3 clusters Score -1.87775e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -18777512.000000 Penalty: 5832.089844
	Iteration 46Q: 3 clusters Score -1.877751e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -18777522.000000 Penalty: 5832.089844
	Iteration 47Q: 3 clusters Score -1.877752e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -18777550.000000 Penalty: 5832.089844
	Iteration 48Q: 3 clusters Score -1.877755e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -18777548.000000 Penalty: 5832.089844
	Iteration 49Q: 3 clusters Score -1.877755e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -18777596.000000 Penalty: 5832.089844
	Iteration 50Q: 3 clusters Score -1.87776e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 125408 members 
Entering Unmasked Estep 
Score: -18777614.000000 Penalty: 5832.089844
	Iteration 51Q: 3 clusters Score -1.877761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -18777662.000000 Penalty: 5832.089844
	Iteration 52Q: 3 clusters Score -1.877766e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -18777666.000000 Penalty: 5832.089844
	Iteration 53Q: 3 clusters Score -1.877767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -18777672.000000 Penalty: 5832.089844
	Iteration 54Q: 3 clusters Score -1.877767e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -18777694.000000 Penalty: 5832.089844
	Iteration 55Q: 3 clusters Score -1.877769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -18777736.000000 Penalty: 5832.089844
	Iteration 56Q: 3 clusters Score -1.877774e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -18777770.000000 Penalty: 5832.089844
	Iteration 57Q: 3 clusters Score -1.877777e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -18777794.000000 Penalty: 5832.089844
	Iteration 58Q: 3 clusters Score -1.877779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -18777818.000000 Penalty: 5832.089844
	Iteration 59Q: 3 clusters Score -1.877782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -18777822.000000 Penalty: 5832.089844
	Iteration 60F: 3 clusters Score -1.877782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -18777842.000000 Penalty: 5832.089844
	Iteration 61Q: 3 clusters Score -1.877784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -18777842.000000 Penalty: 5832.089844
	Iteration 62Q: 3 clusters Score -1.877784e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 125966 members 
Entering Unmasked Estep 
Score: -18777876.000000 Penalty: 5832.089844
	Iteration 63Q: 3 clusters Score -1.877788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -18777882.000000 Penalty: 5832.089844
	Iteration 64Q: 3 clusters Score -1.877788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -18777884.000000 Penalty: 5832.089844
	Iteration 65Q: 3 clusters Score -1.877788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -18777918.000000 Penalty: 5832.089844
	Iteration 66Q: 3 clusters Score -1.877792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -18777930.000000 Penalty: 5832.089844
	Iteration 67Q: 3 clusters Score -1.877793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -18777924.000000 Penalty: 5832.089844
	Iteration 68Q: 3 clusters Score -1.877792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 126120 members 
Entering Unmasked Estep 
Score: -18777930.000000 Penalty: 5832.089844
	Iteration 69Q: 3 clusters Score -1.877793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -18777924.000000 Penalty: 5832.089844
	Iteration 70Q: 3 clusters Score -1.877792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -18777934.000000 Penalty: 5832.089844
	Iteration 71Q: 3 clusters Score -1.877793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 126151 members 
Entering Unmasked Estep 
Score: -18777952.000000 Penalty: 5832.089844
	Iteration 72Q: 3 clusters Score -1.877795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -18777948.000000 Penalty: 5832.089844
	Iteration 73Q: 3 clusters Score -1.877795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -18777952.000000 Penalty: 5832.089844
	Iteration 74Q: 3 clusters Score -1.877795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -18777958.000000 Penalty: 5832.089844
	Iteration 75Q: 3 clusters Score -1.877796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -18777956.000000 Penalty: 5832.089844
	Iteration 76Q: 3 clusters Score -1.877796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -18777968.000000 Penalty: 5832.089844
	Iteration 77Q: 3 clusters Score -1.877797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 126195 members 
Entering Unmasked Estep 
Score: -18777958.000000 Penalty: 5832.089844
	Iteration 78Q: 3 clusters Score -1.877796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -18777968.000000 Penalty: 5832.089844
	Iteration 79Q: 3 clusters Score -1.877797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -18777966.000000 Penalty: 5832.089844
	Iteration 80F: 3 clusters Score -1.877797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -18777962.000000 Penalty: 5832.089844
	Iteration 81Q: 3 clusters Score -1.877796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -18777966.000000 Penalty: 5832.089844
	Iteration 82Q: 3 clusters Score -1.877797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -18777964.000000 Penalty: 5832.089844
	Iteration 83Q: 3 clusters Score -1.877796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -18777964.000000 Penalty: 5832.089844
	Iteration 84F: 3 clusters Score -1.877796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -1248162.625000 Penalty: 2253.305664
	Iteration 0F: 2 clusters Score -1248163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1241240.000000 Penalty: 4506.611328
	Iteration 0F: 3 clusters Score -1241240 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1243271.500000 Penalty: 4506.611328
	Iteration 1F: 3 clusters Score -1243272 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1243576.375000 Penalty: 4506.611328
	Iteration 2F: 3 clusters Score -1243576 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1243799.125000 Penalty: 4506.611328
	Iteration 3F: 3 clusters Score -1243799 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1243977.750000 Penalty: 4506.611328
	Iteration 4Q: 3 clusters Score -1243978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1244112.375000 Penalty: 4506.611328
	Iteration 5Q: 3 clusters Score -1244112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1244227.875000 Penalty: 4506.611328
	Iteration 6Q: 3 clusters Score -1244228 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1244324.125000 Penalty: 4506.611328
	Iteration 7Q: 3 clusters Score -1244324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1244398.125000 Penalty: 4506.611328
	Iteration 8Q: 3 clusters Score -1244398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1244482.625000 Penalty: 4506.611328
	Iteration 9Q: 3 clusters Score -1244483 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1244567.500000 Penalty: 4506.611328
	Iteration 10Q: 3 clusters Score -1244568 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1244658.875000 Penalty: 4506.611328
	Iteration 11Q: 3 clusters Score -1244659 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1244746.625000 Penalty: 4506.611328
	Iteration 12Q: 3 clusters Score -1244747 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1244823.875000 Penalty: 4506.611328
	Iteration 13Q: 3 clusters Score -1244824 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1244902.375000 Penalty: 4506.611328
	Iteration 14Q: 3 clusters Score -1244902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1244979.500000 Penalty: 4506.611328
	Iteration 15Q: 3 clusters Score -1244980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1245075.750000 Penalty: 4506.611328
	Iteration 16Q: 3 clusters Score -1245076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1245161.000000 Penalty: 4506.611328
	Iteration 17Q: 3 clusters Score -1245161 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1245260.625000 Penalty: 4506.611328
	Iteration 18Q: 3 clusters Score -1245261 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1245372.125000 Penalty: 4506.611328
	Iteration 19Q: 3 clusters Score -1245372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1245486.375000 Penalty: 4506.611328
	Iteration 20F: 3 clusters Score -1245486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1245595.000000 Penalty: 4506.611328
	Iteration 21Q: 3 clusters Score -1245595 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1245700.750000 Penalty: 4506.611328
	Iteration 22Q: 3 clusters Score -1245701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1245781.875000 Penalty: 4506.611328
	Iteration 23Q: 3 clusters Score -1245782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1245871.750000 Penalty: 4506.611328
	Iteration 24Q: 3 clusters Score -1245872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1245937.125000 Penalty: 4506.611328
	Iteration 25Q: 3 clusters Score -1245937 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1246004.625000 Penalty: 4506.611328
	Iteration 26Q: 3 clusters Score -1246005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1246065.375000 Penalty: 4506.611328
	Iteration 27Q: 3 clusters Score -1246065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1246113.875000 Penalty: 4506.611328
	Iteration 28Q: 3 clusters Score -1246114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1246146.250000 Penalty: 4506.611328
	Iteration 29Q: 3 clusters Score -1246146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1246186.375000 Penalty: 4506.611328
	Iteration 30Q: 3 clusters Score -1246186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1246214.875000 Penalty: 4506.611328
	Iteration 31Q: 3 clusters Score -1246215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1246239.750000 Penalty: 4506.611328
	Iteration 32Q: 3 clusters Score -1246240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1246262.000000 Penalty: 4506.611328
	Iteration 33Q: 3 clusters Score -1246262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1246284.750000 Penalty: 4506.611328
	Iteration 34Q: 3 clusters Score -1246285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1246301.375000 Penalty: 4506.611328
	Iteration 35Q: 3 clusters Score -1246301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1246315.875000 Penalty: 4506.611328
	Iteration 36Q: 3 clusters Score -1246316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1246329.375000 Penalty: 4506.611328
	Iteration 37Q: 3 clusters Score -1246329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1246341.125000 Penalty: 4506.611328
	Iteration 38Q: 3 clusters Score -1246341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1246357.500000 Penalty: 4506.611328
	Iteration 39Q: 3 clusters Score -1246358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1246366.375000 Penalty: 4506.611328
	Iteration 40F: 3 clusters Score -1246366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1246375.375000 Penalty: 4506.611328
	Iteration 41Q: 3 clusters Score -1246375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1246385.000000 Penalty: 4506.611328
	Iteration 42Q: 3 clusters Score -1246385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1246390.250000 Penalty: 4506.611328
	Iteration 43Q: 3 clusters Score -1246390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1246396.500000 Penalty: 4506.611328
	Iteration 44Q: 3 clusters Score -1246396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1246404.375000 Penalty: 4506.611328
	Iteration 45Q: 3 clusters Score -1246404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1246415.375000 Penalty: 4506.611328
	Iteration 46Q: 3 clusters Score -1246415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1246425.250000 Penalty: 4506.611328
	Iteration 47Q: 3 clusters Score -1246425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1246428.125000 Penalty: 4506.611328
	Iteration 48Q: 3 clusters Score -1246428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1246436.375000 Penalty: 4506.611328
	Iteration 49Q: 3 clusters Score -1246436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1246441.000000 Penalty: 4506.611328
	Iteration 50Q: 3 clusters Score -1246441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1246444.750000 Penalty: 4506.611328
	Iteration 51Q: 3 clusters Score -1246445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1246445.375000 Penalty: 4506.611328
	Iteration 52Q: 3 clusters Score -1246445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1246448.750000 Penalty: 4506.611328
	Iteration 53Q: 3 clusters Score -1246449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1246454.250000 Penalty: 4506.611328
	Iteration 54Q: 3 clusters Score -1246454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1246454.000000 Penalty: 4506.611328
	Iteration 55Q: 3 clusters Score -1246454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1246457.000000 Penalty: 4506.611328
	Iteration 56Q: 3 clusters Score -1246457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1246457.875000 Penalty: 4506.611328
	Iteration 57Q: 3 clusters Score -1246458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1246460.750000 Penalty: 4506.611328
	Iteration 58Q: 3 clusters Score -1246461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1246463.125000 Penalty: 4506.611328
	Iteration 59Q: 3 clusters Score -1246463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1246466.250000 Penalty: 4506.611328
	Iteration 60F: 3 clusters Score -1246466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1246467.875000 Penalty: 4506.611328
	Iteration 61Q: 3 clusters Score -1246468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1246471.875000 Penalty: 4506.611328
	Iteration 62Q: 3 clusters Score -1246472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1246476.500000 Penalty: 4506.611328
	Iteration 63Q: 3 clusters Score -1246476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1246477.375000 Penalty: 4506.611328
	Iteration 64Q: 3 clusters Score -1246477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1246479.500000 Penalty: 4506.611328
	Iteration 65Q: 3 clusters Score -1246480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1246478.125000 Penalty: 4506.611328
	Iteration 66Q: 3 clusters Score -1246478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1246479.125000 Penalty: 4506.611328
	Iteration 67Q: 3 clusters Score -1246479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1246479.125000 Penalty: 4506.611328
	Iteration 68F: 3 clusters Score -1246479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Entering Unmasked Estep 
Score: -6303220.500000 Penalty: 2650.896973
	Iteration 0F: 2 clusters Score -6303220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6273676.500000 Penalty: 5301.793945
	Iteration 0F: 3 clusters Score -6273676 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6284783.000000 Penalty: 5301.793945
	Iteration 1F: 3 clusters Score -6284783 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6285322.500000 Penalty: 5301.793945
	Iteration 2Q: 3 clusters Score -6285322 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6285724.500000 Penalty: 5301.793945
	Iteration 3Q: 3 clusters Score -6285724 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -6286166.000000 Penalty: 5301.793945
	Iteration 4Q: 3 clusters Score -6286166 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6286581.000000 Penalty: 5301.793945
	Iteration 5Q: 3 clusters Score -6286581 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -6286962.500000 Penalty: 5301.793945
	Iteration 6Q: 3 clusters Score -6286962 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -6287325.000000 Penalty: 5301.793945
	Iteration 7Q: 3 clusters Score -6287325 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6287807.500000 Penalty: 5301.793945
	Iteration 8Q: 3 clusters Score -6287808 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -6288365.000000 Penalty: 5301.793945
	Iteration 9Q: 3 clusters Score -6288365 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6289035.500000 Penalty: 5301.793945
	Iteration 10Q: 3 clusters Score -6289036 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6289973.000000 Penalty: 5301.793945
	Iteration 11Q: 3 clusters Score -6289973 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6291224.500000 Penalty: 5301.793945
	Iteration 12Q: 3 clusters Score -6291224 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -6292742.500000 Penalty: 5301.793945
	Iteration 13Q: 3 clusters Score -6292742 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -6294409.000000 Penalty: 5301.793945
	Iteration 14Q: 3 clusters Score -6294409 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -6295743.000000 Penalty: 5301.793945
	Iteration 15Q: 3 clusters Score -6295743 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6296805.500000 Penalty: 5301.793945
	Iteration 16Q: 3 clusters Score -6296806 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6297541.500000 Penalty: 5301.793945
	Iteration 17Q: 3 clusters Score -6297542 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6298121.000000 Penalty: 5301.793945
	Iteration 18Q: 3 clusters Score -6298121 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6298671.500000 Penalty: 5301.793945
	Iteration 19Q: 3 clusters Score -6298672 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6299189.000000 Penalty: 5301.793945
	Iteration 20F: 3 clusters Score -6299189 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6299575.000000 Penalty: 5301.793945
	Iteration 21Q: 3 clusters Score -6299575 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6299862.500000 Penalty: 5301.793945
	Iteration 22Q: 3 clusters Score -6299862 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6300112.000000 Penalty: 5301.793945
	Iteration 23Q: 3 clusters Score -6300112 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6300289.000000 Penalty: 5301.793945
	Iteration 24Q: 3 clusters Score -6300289 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6300444.500000 Penalty: 5301.793945
	Iteration 25Q: 3 clusters Score -6300444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6300579.500000 Penalty: 5301.793945
	Iteration 26Q: 3 clusters Score -6300580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6300690.500000 Penalty: 5301.793945
	Iteration 27Q: 3 clusters Score -6300690 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6300745.000000 Penalty: 5301.793945
	Iteration 28Q: 3 clusters Score -6300745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6300823.000000 Penalty: 5301.793945
	Iteration 29Q: 3 clusters Score -6300823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6300867.000000 Penalty: 5301.793945
	Iteration 30Q: 3 clusters Score -6300867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6300901.500000 Penalty: 5301.793945
	Iteration 31Q: 3 clusters Score -6300902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6300935.000000 Penalty: 5301.793945
	Iteration 32Q: 3 clusters Score -6300935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6300957.000000 Penalty: 5301.793945
	Iteration 33Q: 3 clusters Score -6300957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6300976.000000 Penalty: 5301.793945
	Iteration 34Q: 3 clusters Score -6300976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6300989.500000 Penalty: 5301.793945
	Iteration 35Q: 3 clusters Score -6300990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6301003.500000 Penalty: 5301.793945
	Iteration 36Q: 3 clusters Score -6301004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6301024.500000 Penalty: 5301.793945
	Iteration 37Q: 3 clusters Score -6301024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6301032.500000 Penalty: 5301.793945
	Iteration 38Q: 3 clusters Score -6301032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6301032.000000 Penalty: 5301.793945
	Iteration 39Q: 3 clusters Score -6301032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6301044.500000 Penalty: 5301.793945
	Iteration 40F: 3 clusters Score -6301044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6301047.000000 Penalty: 5301.793945
	Iteration 41Q: 3 clusters Score -6301047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6301052.000000 Penalty: 5301.793945
	Iteration 42Q: 3 clusters Score -6301052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6301067.000000 Penalty: 5301.793945
	Iteration 43Q: 3 clusters Score -6301067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6301074.000000 Penalty: 5301.793945
	Iteration 44Q: 3 clusters Score -6301074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6301080.000000 Penalty: 5301.793945
	Iteration 45Q: 3 clusters Score -6301080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6301084.500000 Penalty: 5301.793945
	Iteration 46Q: 3 clusters Score -6301084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6301105.000000 Penalty: 5301.793945
	Iteration 47Q: 3 clusters Score -6301105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6301109.000000 Penalty: 5301.793945
	Iteration 48Q: 3 clusters Score -6301109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6301108.000000 Penalty: 5301.793945
	Iteration 49Q: 3 clusters Score -6301108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6301111.500000 Penalty: 5301.793945
	Iteration 50Q: 3 clusters Score -6301112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6301111.500000 Penalty: 5301.793945
	Iteration 51Q: 3 clusters Score -6301112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6301110.500000 Penalty: 5301.793945
	Iteration 52Q: 3 clusters Score -6301110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6301110.500000 Penalty: 5301.793945
	Iteration 53F: 3 clusters Score -6301110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Entering Unmasked Estep 
Score: -4799425.000000 Penalty: 2576.027832
	Iteration 0F: 2 clusters Score -4799425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4777301.000000 Penalty: 5152.055664
	Iteration 0F: 3 clusters Score -4777301 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4785358.500000 Penalty: 5152.055664
	Iteration 1F: 3 clusters Score -4785358 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4785796.500000 Penalty: 5152.055664
	Iteration 2Q: 3 clusters Score -4785796 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4786169.000000 Penalty: 5152.055664
	Iteration 3Q: 3 clusters Score -4786169 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4786571.500000 Penalty: 5152.055664
	Iteration 4Q: 3 clusters Score -4786572 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4787004.500000 Penalty: 5152.055664
	Iteration 5Q: 3 clusters Score -4787004 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4787452.000000 Penalty: 5152.055664
	Iteration 6Q: 3 clusters Score -4787452 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4788020.000000 Penalty: 5152.055664
	Iteration 7Q: 3 clusters Score -4788020 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4788888.500000 Penalty: 5152.055664
	Iteration 8Q: 3 clusters Score -4788888 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4789988.500000 Penalty: 5152.055664
	Iteration 9F: 3 clusters Score -4789988 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4791270.500000 Penalty: 5152.055664
	Iteration 10F: 3 clusters Score -4791270 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4792586.000000 Penalty: 5152.055664
	Iteration 11F: 3 clusters Score -4792586 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4793542.000000 Penalty: 5152.055664
	Iteration 12Q: 3 clusters Score -4793542 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4794096.500000 Penalty: 5152.055664
	Iteration 13Q: 3 clusters Score -4794096 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4794374.500000 Penalty: 5152.055664
	Iteration 14Q: 3 clusters Score -4794374 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4794581.000000 Penalty: 5152.055664
	Iteration 15Q: 3 clusters Score -4794581 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -4794749.000000 Penalty: 5152.055664
	Iteration 16Q: 3 clusters Score -4794749 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4794930.000000 Penalty: 5152.055664
	Iteration 17Q: 3 clusters Score -4794930 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -4795102.000000 Penalty: 5152.055664
	Iteration 18Q: 3 clusters Score -4795102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4795282.000000 Penalty: 5152.055664
	Iteration 19Q: 3 clusters Score -4795282 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4795419.500000 Penalty: 5152.055664
	Iteration 20F: 3 clusters Score -4795420 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4795529.000000 Penalty: 5152.055664
	Iteration 21Q: 3 clusters Score -4795529 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4795625.500000 Penalty: 5152.055664
	Iteration 22Q: 3 clusters Score -4795626 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4795708.500000 Penalty: 5152.055664
	Iteration 23Q: 3 clusters Score -4795708 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4795774.500000 Penalty: 5152.055664
	Iteration 24Q: 3 clusters Score -4795774 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4795870.000000 Penalty: 5152.055664
	Iteration 25Q: 3 clusters Score -4795870 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4795942.000000 Penalty: 5152.055664
	Iteration 26Q: 3 clusters Score -4795942 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4796043.500000 Penalty: 5152.055664
	Iteration 27Q: 3 clusters Score -4796044 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4796109.500000 Penalty: 5152.055664
	Iteration 28Q: 3 clusters Score -4796110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4796195.000000 Penalty: 5152.055664
	Iteration 29Q: 3 clusters Score -4796195 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4796286.500000 Penalty: 5152.055664
	Iteration 30Q: 3 clusters Score -4796286 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4796364.500000 Penalty: 5152.055664
	Iteration 31Q: 3 clusters Score -4796364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4796424.000000 Penalty: 5152.055664
	Iteration 32Q: 3 clusters Score -4796424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4796469.000000 Penalty: 5152.055664
	Iteration 33Q: 3 clusters Score -4796469 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4796527.500000 Penalty: 5152.055664
	Iteration 34Q: 3 clusters Score -4796528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4796572.000000 Penalty: 5152.055664
	Iteration 35Q: 3 clusters Score -4796572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4796615.500000 Penalty: 5152.055664
	Iteration 36Q: 3 clusters Score -4796616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -4796644.000000 Penalty: 5152.055664
	Iteration 37Q: 3 clusters Score -4796644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4796674.000000 Penalty: 5152.055664
	Iteration 38Q: 3 clusters Score -4796674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4796699.000000 Penalty: 5152.055664
	Iteration 39Q: 3 clusters Score -4796699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4796718.500000 Penalty: 5152.055664
	Iteration 40F: 3 clusters Score -4796718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4796729.500000 Penalty: 5152.055664
	Iteration 41Q: 3 clusters Score -4796730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4796751.500000 Penalty: 5152.055664
	Iteration 42Q: 3 clusters Score -4796752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4796773.500000 Penalty: 5152.055664
	Iteration 43Q: 3 clusters Score -4796774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4796798.000000 Penalty: 5152.055664
	Iteration 44Q: 3 clusters Score -4796798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4796811.000000 Penalty: 5152.055664
	Iteration 45Q: 3 clusters Score -4796811 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4796824.000000 Penalty: 5152.055664
	Iteration 46Q: 3 clusters Score -4796824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4796842.000000 Penalty: 5152.055664
	Iteration 47Q: 3 clusters Score -4796842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4796863.000000 Penalty: 5152.055664
	Iteration 48Q: 3 clusters Score -4796863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4796900.000000 Penalty: 5152.055664
	Iteration 49Q: 3 clusters Score -4796900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4796920.500000 Penalty: 5152.055664
	Iteration 50Q: 3 clusters Score -4796920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4796940.500000 Penalty: 5152.055664
	Iteration 51Q: 3 clusters Score -4796940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4796970.000000 Penalty: 5152.055664
	Iteration 52Q: 3 clusters Score -4796970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4796983.000000 Penalty: 5152.055664
	Iteration 53Q: 3 clusters Score -4796983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4797007.000000 Penalty: 5152.055664
	Iteration 54Q: 3 clusters Score -4797007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4797036.000000 Penalty: 5152.055664
	Iteration 55Q: 3 clusters Score -4797036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4797060.000000 Penalty: 5152.055664
	Iteration 56Q: 3 clusters Score -4797060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4797061.500000 Penalty: 5152.055664
	Iteration 57Q: 3 clusters Score -4797062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4797073.500000 Penalty: 5152.055664
	Iteration 58Q: 3 clusters Score -4797074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4797085.500000 Penalty: 5152.055664
	Iteration 59Q: 3 clusters Score -4797086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4797102.000000 Penalty: 5152.055664
	Iteration 60F: 3 clusters Score -4797102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4797106.500000 Penalty: 5152.055664
	Iteration 61Q: 3 clusters Score -4797106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4797111.500000 Penalty: 5152.055664
	Iteration 62Q: 3 clusters Score -4797112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4797123.000000 Penalty: 5152.055664
	Iteration 63Q: 3 clusters Score -4797123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4797133.500000 Penalty: 5152.055664
	Iteration 64Q: 3 clusters Score -4797134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4797150.000000 Penalty: 5152.055664
	Iteration 65Q: 3 clusters Score -4797150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4797157.000000 Penalty: 5152.055664
	Iteration 66Q: 3 clusters Score -4797157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4797157.000000 Penalty: 5152.055664
	Iteration 67Q: 3 clusters Score -4797157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4797154.500000 Penalty: 5152.055664
	Iteration 68Q: 3 clusters Score -4797154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4797156.000000 Penalty: 5152.055664
	Iteration 69Q: 3 clusters Score -4797156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4797158.500000 Penalty: 5152.055664
	Iteration 70Q: 3 clusters Score -4797158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4797158.500000 Penalty: 5152.055664
	Iteration 71Q: 3 clusters Score -4797158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4797158.500000 Penalty: 5152.055664
	Iteration 72Q: 3 clusters Score -4797158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4797163.500000 Penalty: 5152.055664
	Iteration 73Q: 3 clusters Score -4797164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4797164.000000 Penalty: 5152.055664
	Iteration 74Q: 3 clusters Score -4797164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4797167.000000 Penalty: 5152.055664
	Iteration 75Q: 3 clusters Score -4797167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4797175.000000 Penalty: 5152.055664
	Iteration 76Q: 3 clusters Score -4797175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4797183.500000 Penalty: 5152.055664
	Iteration 77Q: 3 clusters Score -4797184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4797181.500000 Penalty: 5152.055664
	Iteration 78Q: 3 clusters Score -4797182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4797181.000000 Penalty: 5152.055664
	Iteration 79Q: 3 clusters Score -4797181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4797178.000000 Penalty: 5152.055664
	Iteration 80F: 3 clusters Score -4797178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4797183.500000 Penalty: 5152.055664
	Iteration 81Q: 3 clusters Score -4797184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4797187.500000 Penalty: 5152.055664
	Iteration 82Q: 3 clusters Score -4797188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4797201.000000 Penalty: 5152.055664
	Iteration 83Q: 3 clusters Score -4797201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4797198.000000 Penalty: 5152.055664
	Iteration 84Q: 3 clusters Score -4797198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4797205.000000 Penalty: 5152.055664
	Iteration 85Q: 3 clusters Score -4797205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4797207.500000 Penalty: 5152.055664
	Iteration 86Q: 3 clusters Score -4797208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4797208.000000 Penalty: 5152.055664
	Iteration 87Q: 3 clusters Score -4797208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4797208.000000 Penalty: 5152.055664
	Iteration 88F: 3 clusters Score -4797208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Entering Unmasked Estep 
Score: -4899297.000000 Penalty: 2580.272217
	Iteration 0F: 2 clusters Score -4899297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4876776.500000 Penalty: 5160.544434
	Iteration 0F: 3 clusters Score -4876776 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4885119.000000 Penalty: 5160.544434
	Iteration 1F: 3 clusters Score -4885119 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4885652.000000 Penalty: 5160.544434
	Iteration 2Q: 3 clusters Score -4885652 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4886141.500000 Penalty: 5160.544434
	Iteration 3Q: 3 clusters Score -4886142 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4886655.500000 Penalty: 5160.544434
	Iteration 4Q: 3 clusters Score -4886656 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4887230.000000 Penalty: 5160.544434
	Iteration 5Q: 3 clusters Score -4887230 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4887968.000000 Penalty: 5160.544434
	Iteration 6Q: 3 clusters Score -4887968 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4888817.500000 Penalty: 5160.544434
	Iteration 7Q: 3 clusters Score -4888818 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4889896.000000 Penalty: 5160.544434
	Iteration 8F: 3 clusters Score -4889896 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4891285.000000 Penalty: 5160.544434
	Iteration 9F: 3 clusters Score -4891285 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4892622.000000 Penalty: 5160.544434
	Iteration 10F: 3 clusters Score -4892622 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4893381.500000 Penalty: 5160.544434
	Iteration 11Q: 3 clusters Score -4893382 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4893617.000000 Penalty: 5160.544434
	Iteration 12Q: 3 clusters Score -4893617 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4893753.000000 Penalty: 5160.544434
	Iteration 13Q: 3 clusters Score -4893753 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4893815.000000 Penalty: 5160.544434
	Iteration 14Q: 3 clusters Score -4893815 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4893842.500000 Penalty: 5160.544434
	Iteration 15Q: 3 clusters Score -4893842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4893864.000000 Penalty: 5160.544434
	Iteration 16Q: 3 clusters Score -4893864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4893887.500000 Penalty: 5160.544434
	Iteration 17Q: 3 clusters Score -4893888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4893901.500000 Penalty: 5160.544434
	Iteration 18Q: 3 clusters Score -4893902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4893924.500000 Penalty: 5160.544434
	Iteration 19Q: 3 clusters Score -4893924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4893937.500000 Penalty: 5160.544434
	Iteration 20F: 3 clusters Score -4893938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4893956.500000 Penalty: 5160.544434
	Iteration 21Q: 3 clusters Score -4893956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4893964.500000 Penalty: 5160.544434
	Iteration 22Q: 3 clusters Score -4893964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4893989.000000 Penalty: 5160.544434
	Iteration 23Q: 3 clusters Score -4893989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4893997.500000 Penalty: 5160.544434
	Iteration 24Q: 3 clusters Score -4893998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4894019.500000 Penalty: 5160.544434
	Iteration 25Q: 3 clusters Score -4894020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4894038.000000 Penalty: 5160.544434
	Iteration 26Q: 3 clusters Score -4894038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4894043.500000 Penalty: 5160.544434
	Iteration 27Q: 3 clusters Score -4894044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4894052.000000 Penalty: 5160.544434
	Iteration 28Q: 3 clusters Score -4894052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4894061.000000 Penalty: 5160.544434
	Iteration 29Q: 3 clusters Score -4894061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4894059.000000 Penalty: 5160.544434
	Iteration 30Q: 3 clusters Score -4894059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4894083.000000 Penalty: 5160.544434
	Iteration 31Q: 3 clusters Score -4894083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4894095.000000 Penalty: 5160.544434
	Iteration 32Q: 3 clusters Score -4894095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4894109.500000 Penalty: 5160.544434
	Iteration 33Q: 3 clusters Score -4894110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4894106.500000 Penalty: 5160.544434
	Iteration 34Q: 3 clusters Score -4894106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4894121.000000 Penalty: 5160.544434
	Iteration 35Q: 3 clusters Score -4894121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4894121.000000 Penalty: 5160.544434
	Iteration 36Q: 3 clusters Score -4894121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4894128.500000 Penalty: 5160.544434
	Iteration 37Q: 3 clusters Score -4894128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4894125.500000 Penalty: 5160.544434
	Iteration 38Q: 3 clusters Score -4894126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4894128.000000 Penalty: 5160.544434
	Iteration 39Q: 3 clusters Score -4894128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4894137.500000 Penalty: 5160.544434
	Iteration 40F: 3 clusters Score -4894138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4894151.000000 Penalty: 5160.544434
	Iteration 41Q: 3 clusters Score -4894151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4894156.000000 Penalty: 5160.544434
	Iteration 42Q: 3 clusters Score -4894156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4894171.500000 Penalty: 5160.544434
	Iteration 43Q: 3 clusters Score -4894172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4894178.500000 Penalty: 5160.544434
	Iteration 44Q: 3 clusters Score -4894178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4894172.000000 Penalty: 5160.544434
	Iteration 45Q: 3 clusters Score -4894172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4894176.000000 Penalty: 5160.544434
	Iteration 46Q: 3 clusters Score -4894176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4894185.500000 Penalty: 5160.544434
	Iteration 47Q: 3 clusters Score -4894186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4894194.500000 Penalty: 5160.544434
	Iteration 48Q: 3 clusters Score -4894194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4894192.500000 Penalty: 5160.544434
	Iteration 49Q: 3 clusters Score -4894192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4894201.500000 Penalty: 5160.544434
	Iteration 50Q: 3 clusters Score -4894202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4894226.000000 Penalty: 5160.544434
	Iteration 51Q: 3 clusters Score -4894226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4894244.500000 Penalty: 5160.544434
	Iteration 52Q: 3 clusters Score -4894244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4894250.500000 Penalty: 5160.544434
	Iteration 53Q: 3 clusters Score -4894250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4894246.500000 Penalty: 5160.544434
	Iteration 54Q: 3 clusters Score -4894246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4894266.500000 Penalty: 5160.544434
	Iteration 55Q: 3 clusters Score -4894266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4894286.000000 Penalty: 5160.544434
	Iteration 56Q: 3 clusters Score -4894286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4894297.500000 Penalty: 5160.544434
	Iteration 57Q: 3 clusters Score -4894298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4894312.500000 Penalty: 5160.544434
	Iteration 58Q: 3 clusters Score -4894312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4894324.500000 Penalty: 5160.544434
	Iteration 59Q: 3 clusters Score -4894324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4894335.500000 Penalty: 5160.544434
	Iteration 60F: 3 clusters Score -4894336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4894346.000000 Penalty: 5160.544434
	Iteration 61Q: 3 clusters Score -4894346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4894355.500000 Penalty: 5160.544434
	Iteration 62Q: 3 clusters Score -4894356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4894367.500000 Penalty: 5160.544434
	Iteration 63Q: 3 clusters Score -4894368 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4894404.500000 Penalty: 5160.544434
	Iteration 64Q: 3 clusters Score -4894404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4894408.500000 Penalty: 5160.544434
	Iteration 65Q: 3 clusters Score -4894408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4894421.000000 Penalty: 5160.544434
	Iteration 66Q: 3 clusters Score -4894421 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4894429.500000 Penalty: 5160.544434
	Iteration 67Q: 3 clusters Score -4894430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4894457.000000 Penalty: 5160.544434
	Iteration 68Q: 3 clusters Score -4894457 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4894469.500000 Penalty: 5160.544434
	Iteration 69Q: 3 clusters Score -4894470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4894488.500000 Penalty: 5160.544434
	Iteration 70Q: 3 clusters Score -4894488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4894497.500000 Penalty: 5160.544434
	Iteration 71Q: 3 clusters Score -4894498 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4894527.500000 Penalty: 5160.544434
	Iteration 72Q: 3 clusters Score -4894528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4894547.000000 Penalty: 5160.544434
	Iteration 73Q: 3 clusters Score -4894547 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4894580.500000 Penalty: 5160.544434
	Iteration 74Q: 3 clusters Score -4894580 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4894610.000000 Penalty: 5160.544434
	Iteration 75Q: 3 clusters Score -4894610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4894612.500000 Penalty: 5160.544434
	Iteration 76Q: 3 clusters Score -4894612 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4894652.000000 Penalty: 5160.544434
	Iteration 77Q: 3 clusters Score -4894652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4894669.500000 Penalty: 5160.544434
	Iteration 78Q: 3 clusters Score -4894670 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4894706.000000 Penalty: 5160.544434
	Iteration 79Q: 3 clusters Score -4894706 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4894731.500000 Penalty: 5160.544434
	Iteration 80F: 3 clusters Score -4894732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4894765.500000 Penalty: 5160.544434
	Iteration 81Q: 3 clusters Score -4894766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4894836.000000 Penalty: 5160.544434
	Iteration 82Q: 3 clusters Score -4894836 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4894886.500000 Penalty: 5160.544434
	Iteration 83Q: 3 clusters Score -4894886 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4894926.500000 Penalty: 5160.544434
	Iteration 84Q: 3 clusters Score -4894926 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4894973.000000 Penalty: 5160.544434
	Iteration 85Q: 3 clusters Score -4894973 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4895019.500000 Penalty: 5160.544434
	Iteration 86Q: 3 clusters Score -4895020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4895058.500000 Penalty: 5160.544434
	Iteration 87Q: 3 clusters Score -4895058 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4895094.000000 Penalty: 5160.544434
	Iteration 88Q: 3 clusters Score -4895094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4895122.000000 Penalty: 5160.544434
	Iteration 89Q: 3 clusters Score -4895122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -4895156.500000 Penalty: 5160.544434
	Iteration 90Q: 3 clusters Score -4895156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -4895200.500000 Penalty: 5160.544434
	Iteration 91Q: 3 clusters Score -4895200 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4895285.000000 Penalty: 5160.544434
	Iteration 92Q: 3 clusters Score -4895285 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4895312.500000 Penalty: 5160.544434
	Iteration 93Q: 3 clusters Score -4895312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4895348.000000 Penalty: 5160.544434
	Iteration 94Q: 3 clusters Score -4895348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4895398.500000 Penalty: 5160.544434
	Iteration 95Q: 3 clusters Score -4895398 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4895447.500000 Penalty: 5160.544434
	Iteration 96Q: 3 clusters Score -4895448 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4895493.000000 Penalty: 5160.544434
	Iteration 97Q: 3 clusters Score -4895493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4895558.000000 Penalty: 5160.544434
	Iteration 98Q: 3 clusters Score -4895558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4895592.500000 Penalty: 5160.544434
	Iteration 99Q: 3 clusters Score -4895592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4895674.000000 Penalty: 5160.544434
	Iteration 100F: 3 clusters Score -4895674 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4895714.500000 Penalty: 5160.544434
	Iteration 101Q: 3 clusters Score -4895714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4895769.500000 Penalty: 5160.544434
	Iteration 102Q: 3 clusters Score -4895770 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4895818.000000 Penalty: 5160.544434
	Iteration 103Q: 3 clusters Score -4895818 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4895886.000000 Penalty: 5160.544434
	Iteration 104Q: 3 clusters Score -4895886 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4895935.500000 Penalty: 5160.544434
	Iteration 105Q: 3 clusters Score -4895936 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4896009.000000 Penalty: 5160.544434
	Iteration 106Q: 3 clusters Score -4896009 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4896072.500000 Penalty: 5160.544434
	Iteration 107Q: 3 clusters Score -4896072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4896139.500000 Penalty: 5160.544434
	Iteration 108Q: 3 clusters Score -4896140 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4896190.500000 Penalty: 5160.544434
	Iteration 109Q: 3 clusters Score -4896190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -4896227.000000 Penalty: 5160.544434
	Iteration 110Q: 3 clusters Score -4896227 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4896261.000000 Penalty: 5160.544434
	Iteration 111Q: 3 clusters Score -4896261 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4896298.000000 Penalty: 5160.544434
	Iteration 112Q: 3 clusters Score -4896298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4896338.500000 Penalty: 5160.544434
	Iteration 113Q: 3 clusters Score -4896338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4896375.000000 Penalty: 5160.544434
	Iteration 114Q: 3 clusters Score -4896375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4896412.000000 Penalty: 5160.544434
	Iteration 115Q: 3 clusters Score -4896412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4896449.500000 Penalty: 5160.544434
	Iteration 116Q: 3 clusters Score -4896450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4896488.500000 Penalty: 5160.544434
	Iteration 117Q: 3 clusters Score -4896488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4896517.000000 Penalty: 5160.544434
	Iteration 118Q: 3 clusters Score -4896517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4896530.000000 Penalty: 5160.544434
	Iteration 119Q: 3 clusters Score -4896530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4896550.000000 Penalty: 5160.544434
	Iteration 120F: 3 clusters Score -4896550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4896564.500000 Penalty: 5160.544434
	Iteration 121Q: 3 clusters Score -4896564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4896589.500000 Penalty: 5160.544434
	Iteration 122Q: 3 clusters Score -4896590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4896619.500000 Penalty: 5160.544434
	Iteration 123Q: 3 clusters Score -4896620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4896645.000000 Penalty: 5160.544434
	Iteration 124Q: 3 clusters Score -4896645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4896676.000000 Penalty: 5160.544434
	Iteration 125Q: 3 clusters Score -4896676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4896703.000000 Penalty: 5160.544434
	Iteration 126Q: 3 clusters Score -4896703 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4896738.500000 Penalty: 5160.544434
	Iteration 127Q: 3 clusters Score -4896738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4896754.500000 Penalty: 5160.544434
	Iteration 128Q: 3 clusters Score -4896754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4896787.000000 Penalty: 5160.544434
	Iteration 129Q: 3 clusters Score -4896787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4896804.000000 Penalty: 5160.544434
	Iteration 130Q: 3 clusters Score -4896804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4896814.500000 Penalty: 5160.544434
	Iteration 131Q: 3 clusters Score -4896814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4896838.000000 Penalty: 5160.544434
	Iteration 132Q: 3 clusters Score -4896838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4896853.000000 Penalty: 5160.544434
	Iteration 133Q: 3 clusters Score -4896853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4896863.000000 Penalty: 5160.544434
	Iteration 134Q: 3 clusters Score -4896863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4896881.500000 Penalty: 5160.544434
	Iteration 135Q: 3 clusters Score -4896882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4896878.500000 Penalty: 5160.544434
	Iteration 136Q: 3 clusters Score -4896878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4896883.500000 Penalty: 5160.544434
	Iteration 137Q: 3 clusters Score -4896884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4896900.000000 Penalty: 5160.544434
	Iteration 138Q: 3 clusters Score -4896900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4896907.500000 Penalty: 5160.544434
	Iteration 139Q: 3 clusters Score -4896908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4896912.000000 Penalty: 5160.544434
	Iteration 140F: 3 clusters Score -4896912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4896921.000000 Penalty: 5160.544434
	Iteration 141Q: 3 clusters Score -4896921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4896923.500000 Penalty: 5160.544434
	Iteration 142Q: 3 clusters Score -4896924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4896930.000000 Penalty: 5160.544434
	Iteration 143Q: 3 clusters Score -4896930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4896940.000000 Penalty: 5160.544434
	Iteration 144Q: 3 clusters Score -4896940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4896942.500000 Penalty: 5160.544434
	Iteration 145Q: 3 clusters Score -4896942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4896943.000000 Penalty: 5160.544434
	Iteration 146Q: 3 clusters Score -4896943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4896951.500000 Penalty: 5160.544434
	Iteration 147Q: 3 clusters Score -4896952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4896949.000000 Penalty: 5160.544434
	Iteration 148Q: 3 clusters Score -4896949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4896944.500000 Penalty: 5160.544434
	Iteration 149Q: 3 clusters Score -4896944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4896948.000000 Penalty: 5160.544434
	Iteration 150Q: 3 clusters Score -4896948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4896955.500000 Penalty: 5160.544434
	Iteration 151Q: 3 clusters Score -4896956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4896959.000000 Penalty: 5160.544434
	Iteration 152Q: 3 clusters Score -4896959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4896956.000000 Penalty: 5160.544434
	Iteration 153Q: 3 clusters Score -4896956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4896956.500000 Penalty: 5160.544434
	Iteration 154Q: 3 clusters Score -4896956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4896958.500000 Penalty: 5160.544434
	Iteration 155Q: 3 clusters Score -4896958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4896960.000000 Penalty: 5160.544434
	Iteration 156Q: 3 clusters Score -4896960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4896961.000000 Penalty: 5160.544434
	Iteration 157Q: 3 clusters Score -4896961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4896964.000000 Penalty: 5160.544434
	Iteration 158Q: 3 clusters Score -4896964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -4896966.500000 Penalty: 5160.544434
	Iteration 159Q: 3 clusters Score -4896966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4896971.500000 Penalty: 5160.544434
	Iteration 160F: 3 clusters Score -4896972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4896969.500000 Penalty: 5160.544434
	Iteration 161Q: 3 clusters Score -4896970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4896970.000000 Penalty: 5160.544434
	Iteration 162Q: 3 clusters Score -4896970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4896972.000000 Penalty: 5160.544434
	Iteration 163Q: 3 clusters Score -4896972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4896971.500000 Penalty: 5160.544434
	Iteration 164Q: 3 clusters Score -4896972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4896971.000000 Penalty: 5160.544434
	Iteration 165Q: 3 clusters Score -4896971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4896971.000000 Penalty: 5160.544434
	Iteration 166F: 3 clusters Score -4896971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -83153.484375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -83153.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81611.203125 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -81611.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82084.234375 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -82084.23 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82485.015625 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -82485.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -83219.437500 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -83219.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -83778.539062 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -83778.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -83832.320312 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -83832.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -83841.554688 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -83841.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -83847.945312 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -83847.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -83847.945312 Penalty: 3313.704102
	Iteration 8F: 3 clusters Score -83847.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44116 members 
Mstep: Class 5 contains 127803 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43875 members 
Mstep: Class 8 contains 32442 members 
Mstep: Class 9 contains 33002 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 25376 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 43521 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38534 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 22 contains 4790 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99532 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198335 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 118 members 
Entering Unmasked Estep 
Score: -128965496.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128966504.000000 to -128965496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Entering Unmasked Estep 
Score: -5555241.500000 Penalty: 2628.788818
	Iteration 0F: 2 clusters Score -5555242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5527904.500000 Penalty: 5257.577637
	Iteration 0F: 3 clusters Score -5527904 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5538323.000000 Penalty: 5257.577637
	Iteration 1F: 3 clusters Score -5538323 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5539085.000000 Penalty: 5257.577637
	Iteration 2Q: 3 clusters Score -5539085 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5539953.000000 Penalty: 5257.577637
	Iteration 3Q: 3 clusters Score -5539953 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5540989.500000 Penalty: 5257.577637
	Iteration 4F: 3 clusters Score -5540990 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -5542128.000000 Penalty: 5257.577637
	Iteration 5F: 3 clusters Score -5542128 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -5543523.000000 Penalty: 5257.577637
	Iteration 6F: 3 clusters Score -5543523 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5545218.000000 Penalty: 5257.577637
	Iteration 7F: 3 clusters Score -5545218 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5547140.500000 Penalty: 5257.577637
	Iteration 8F: 3 clusters Score -5547140 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5548913.000000 Penalty: 5257.577637
	Iteration 9F: 3 clusters Score -5548913 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -5550316.000000 Penalty: 5257.577637
	Iteration 10Q: 3 clusters Score -5550316 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5551401.000000 Penalty: 5257.577637
	Iteration 11Q: 3 clusters Score -5551401 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5552018.000000 Penalty: 5257.577637
	Iteration 12Q: 3 clusters Score -5552018 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5552385.500000 Penalty: 5257.577637
	Iteration 13Q: 3 clusters Score -5552386 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5552611.000000 Penalty: 5257.577637
	Iteration 14Q: 3 clusters Score -5552611 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5552770.000000 Penalty: 5257.577637
	Iteration 15Q: 3 clusters Score -5552770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5552890.500000 Penalty: 5257.577637
	Iteration 16Q: 3 clusters Score -5552890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5552957.500000 Penalty: 5257.577637
	Iteration 17Q: 3 clusters Score -5552958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5553020.500000 Penalty: 5257.577637
	Iteration 18Q: 3 clusters Score -5553020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5553059.500000 Penalty: 5257.577637
	Iteration 19Q: 3 clusters Score -5553060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5553099.000000 Penalty: 5257.577637
	Iteration 20F: 3 clusters Score -5553099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5553125.500000 Penalty: 5257.577637
	Iteration 21Q: 3 clusters Score -5553126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5553126.000000 Penalty: 5257.577637
	Iteration 22Q: 3 clusters Score -5553126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5553138.000000 Penalty: 5257.577637
	Iteration 23Q: 3 clusters Score -5553138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5553140.500000 Penalty: 5257.577637
	Iteration 24Q: 3 clusters Score -5553140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5553148.500000 Penalty: 5257.577637
	Iteration 25Q: 3 clusters Score -5553148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5553159.000000 Penalty: 5257.577637
	Iteration 26Q: 3 clusters Score -5553159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5553170.000000 Penalty: 5257.577637
	Iteration 27Q: 3 clusters Score -5553170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5553177.500000 Penalty: 5257.577637
	Iteration 28Q: 3 clusters Score -5553178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5553178.500000 Penalty: 5257.577637
	Iteration 29Q: 3 clusters Score -5553178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5553179.000000 Penalty: 5257.577637
	Iteration 30Q: 3 clusters Score -5553179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5553185.500000 Penalty: 5257.577637
	Iteration 31Q: 3 clusters Score -5553186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5553181.000000 Penalty: 5257.577637
	Iteration 32Q: 3 clusters Score -5553181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5553180.000000 Penalty: 5257.577637
	Iteration 33Q: 3 clusters Score -5553180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5553179.500000 Penalty: 5257.577637
	Iteration 34Q: 3 clusters Score -5553180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5553183.500000 Penalty: 5257.577637
	Iteration 35Q: 3 clusters Score -5553184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5553183.500000 Penalty: 5257.577637
	Iteration 36F: 3 clusters Score -5553184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Entering Unmasked Estep 
Score: -3766760.500000 Penalty: 2515.106689
	Iteration 0F: 2 clusters Score -3766760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3749090.500000 Penalty: 5030.213379
	Iteration 0F: 3 clusters Score -3749090 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3755145.000000 Penalty: 5030.213379
	Iteration 1F: 3 clusters Score -3755145 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3755535.500000 Penalty: 5030.213379
	Iteration 2Q: 3 clusters Score -3755536 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3755939.000000 Penalty: 5030.213379
	Iteration 3Q: 3 clusters Score -3755939 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3756335.250000 Penalty: 5030.213379
	Iteration 4Q: 3 clusters Score -3756335 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3756828.500000 Penalty: 5030.213379
	Iteration 5Q: 3 clusters Score -3756828 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3757448.500000 Penalty: 5030.213379
	Iteration 6Q: 3 clusters Score -3757448 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3758292.750000 Penalty: 5030.213379
	Iteration 7F: 3 clusters Score -3758293 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3759355.000000 Penalty: 5030.213379
	Iteration 8F: 3 clusters Score -3759355 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3760612.250000 Penalty: 5030.213379
	Iteration 9F: 3 clusters Score -3760612 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3761854.750000 Penalty: 5030.213379
	Iteration 10F: 3 clusters Score -3761855 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3762780.500000 Penalty: 5030.213379
	Iteration 11Q: 3 clusters Score -3762780 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3763450.500000 Penalty: 5030.213379
	Iteration 12Q: 3 clusters Score -3763450 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3763844.250000 Penalty: 5030.213379
	Iteration 13Q: 3 clusters Score -3763844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3764046.500000 Penalty: 5030.213379
	Iteration 14Q: 3 clusters Score -3764046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3764189.000000 Penalty: 5030.213379
	Iteration 15Q: 3 clusters Score -3764189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3764298.500000 Penalty: 5030.213379
	Iteration 16Q: 3 clusters Score -3764298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3764371.500000 Penalty: 5030.213379
	Iteration 17Q: 3 clusters Score -3764372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3764428.750000 Penalty: 5030.213379
	Iteration 18Q: 3 clusters Score -3764429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3764475.250000 Penalty: 5030.213379
	Iteration 19Q: 3 clusters Score -3764475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3764505.500000 Penalty: 5030.213379
	Iteration 20F: 3 clusters Score -3764506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3764525.750000 Penalty: 5030.213379
	Iteration 21Q: 3 clusters Score -3764526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3764551.250000 Penalty: 5030.213379
	Iteration 22Q: 3 clusters Score -3764551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3764567.250000 Penalty: 5030.213379
	Iteration 23Q: 3 clusters Score -3764567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3764573.750000 Penalty: 5030.213379
	Iteration 24Q: 3 clusters Score -3764574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3764580.250000 Penalty: 5030.213379
	Iteration 25Q: 3 clusters Score -3764580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3764583.250000 Penalty: 5030.213379
	Iteration 26Q: 3 clusters Score -3764583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3764587.500000 Penalty: 5030.213379
	Iteration 27Q: 3 clusters Score -3764588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3764589.250000 Penalty: 5030.213379
	Iteration 28Q: 3 clusters Score -3764589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3764603.000000 Penalty: 5030.213379
	Iteration 29Q: 3 clusters Score -3764603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3764602.750000 Penalty: 5030.213379
	Iteration 30Q: 3 clusters Score -3764603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3764604.500000 Penalty: 5030.213379
	Iteration 31Q: 3 clusters Score -3764604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3764608.500000 Penalty: 5030.213379
	Iteration 32Q: 3 clusters Score -3764608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3764608.500000 Penalty: 5030.213379
	Iteration 33Q: 3 clusters Score -3764608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3764614.750000 Penalty: 5030.213379
	Iteration 34Q: 3 clusters Score -3764615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3764616.750000 Penalty: 5030.213379
	Iteration 35Q: 3 clusters Score -3764617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3764615.000000 Penalty: 5030.213379
	Iteration 36Q: 3 clusters Score -3764615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3764617.500000 Penalty: 5030.213379
	Iteration 37Q: 3 clusters Score -3764618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3764624.000000 Penalty: 5030.213379
	Iteration 38Q: 3 clusters Score -3764624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3764625.500000 Penalty: 5030.213379
	Iteration 39Q: 3 clusters Score -3764626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3764627.750000 Penalty: 5030.213379
	Iteration 40F: 3 clusters Score -3764628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3764631.000000 Penalty: 5030.213379
	Iteration 41Q: 3 clusters Score -3764631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3764628.250000 Penalty: 5030.213379
	Iteration 42Q: 3 clusters Score -3764628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3764631.500000 Penalty: 5030.213379
	Iteration 43Q: 3 clusters Score -3764632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3764633.000000 Penalty: 5030.213379
	Iteration 44Q: 3 clusters Score -3764633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3764639.250000 Penalty: 5030.213379
	Iteration 45Q: 3 clusters Score -3764639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3764635.500000 Penalty: 5030.213379
	Iteration 46Q: 3 clusters Score -3764636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3764637.250000 Penalty: 5030.213379
	Iteration 47Q: 3 clusters Score -3764637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3764639.250000 Penalty: 5030.213379
	Iteration 48Q: 3 clusters Score -3764639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3764638.250000 Penalty: 5030.213379
	Iteration 49Q: 3 clusters Score -3764638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3764640.750000 Penalty: 5030.213379
	Iteration 50Q: 3 clusters Score -3764641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3764642.250000 Penalty: 5030.213379
	Iteration 51Q: 3 clusters Score -3764642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3764642.750000 Penalty: 5030.213379
	Iteration 52Q: 3 clusters Score -3764643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3764642.750000 Penalty: 5030.213379
	Iteration 53F: 3 clusters Score -3764643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -243625.453125 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -243625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -240995.734375 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -240995.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -241472.109375 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -241472.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -241642.984375 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -241643 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -241750.781250 Penalty: 3750.832031
	Iteration 3F: 3 clusters Score -241750.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -241838.484375 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -241838.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -241926.031250 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -241926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -241997.375000 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -241997.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -242048.625000 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -242048.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -242101.703125 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -242101.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242137.281250 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -242137.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -242180.156250 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -242180.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242217.359375 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -242217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -242251.031250 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -242251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242269.390625 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -242269.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242283.671875 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -242283.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242296.234375 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -242296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242310.234375 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -242310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242326.265625 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -242326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -242340.312500 Penalty: 3750.832031
	Iteration 18Q: 3 clusters Score -242340.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242351.296875 Penalty: 3750.832031
	Iteration 19Q: 3 clusters Score -242351.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242355.156250 Penalty: 3750.832031
	Iteration 20F: 3 clusters Score -242355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242355.453125 Penalty: 3750.832031
	Iteration 21Q: 3 clusters Score -242355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -242356.609375 Penalty: 3750.832031
	Iteration 22Q: 3 clusters Score -242356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -242357.187500 Penalty: 3750.832031
	Iteration 23Q: 3 clusters Score -242357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -242358.171875 Penalty: 3750.832031
	Iteration 24Q: 3 clusters Score -242358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -242360.640625 Penalty: 3750.832031
	Iteration 25Q: 3 clusters Score -242360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -242360.875000 Penalty: 3750.832031
	Iteration 26Q: 3 clusters Score -242360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -242360.875000 Penalty: 3750.832031
	Iteration 27F: 3 clusters Score -242360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 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 461 members 
Entering Unmasked Estep 
Score: -120121.265625 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120121.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120438.632812 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120438.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120577.687500 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -120577.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120712.351562 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -120712.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120849.875000 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -120849.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120949.062500 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -120949.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120997.875000 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -120997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121034.484375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -121034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121055.929688 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121073.414062 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121082.210938 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121092.695312 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -121092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121104.695312 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -121104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121120.132812 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -121120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121144.453125 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -121144.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -121165.945312 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -121165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121173.375000 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -121173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121180.835938 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -121180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121183.671875 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -121183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121187.070312 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -121187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121188.109375 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -121188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Entering Unmasked Estep 
Score: -1535799.375000 Penalty: 2330.431885
	Iteration 0F: 2 clusters Score -1535799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1526887.250000 Penalty: 4660.863770
	Iteration 0F: 3 clusters Score -1526887 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1529865.250000 Penalty: 4660.863770
	Iteration 1F: 3 clusters Score -1529865 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1530475.625000 Penalty: 4660.863770
	Iteration 2F: 3 clusters Score -1530476 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1531047.250000 Penalty: 4660.863770
	Iteration 3F: 3 clusters Score -1531047 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1531586.500000 Penalty: 4660.863770
	Iteration 4F: 3 clusters Score -1531586 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1532107.500000 Penalty: 4660.863770
	Iteration 5F: 3 clusters Score -1532108 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1532600.750000 Penalty: 4660.863770
	Iteration 6Q: 3 clusters Score -1532601 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1533026.250000 Penalty: 4660.863770
	Iteration 7Q: 3 clusters Score -1533026 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1533333.500000 Penalty: 4660.863770
	Iteration 8Q: 3 clusters Score -1533334 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1533510.625000 Penalty: 4660.863770
	Iteration 9Q: 3 clusters Score -1533511 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1533641.875000 Penalty: 4660.863770
	Iteration 10Q: 3 clusters Score -1533642 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1533717.750000 Penalty: 4660.863770
	Iteration 11Q: 3 clusters Score -1533718 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1533789.000000 Penalty: 4660.863770
	Iteration 12Q: 3 clusters Score -1533789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1533829.250000 Penalty: 4660.863770
	Iteration 13Q: 3 clusters Score -1533829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1533850.750000 Penalty: 4660.863770
	Iteration 14Q: 3 clusters Score -1533851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1533871.875000 Penalty: 4660.863770
	Iteration 15Q: 3 clusters Score -1533872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1533897.125000 Penalty: 4660.863770
	Iteration 16Q: 3 clusters Score -1533897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1533919.500000 Penalty: 4660.863770
	Iteration 17Q: 3 clusters Score -1533920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1533937.875000 Penalty: 4660.863770
	Iteration 18Q: 3 clusters Score -1533938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1533961.250000 Penalty: 4660.863770
	Iteration 19Q: 3 clusters Score -1533961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1533985.375000 Penalty: 4660.863770
	Iteration 20F: 3 clusters Score -1533985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1534003.625000 Penalty: 4660.863770
	Iteration 21Q: 3 clusters Score -1534004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1534016.000000 Penalty: 4660.863770
	Iteration 22Q: 3 clusters Score -1534016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1534028.625000 Penalty: 4660.863770
	Iteration 23Q: 3 clusters Score -1534029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1534035.875000 Penalty: 4660.863770
	Iteration 24Q: 3 clusters Score -1534036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1534048.375000 Penalty: 4660.863770
	Iteration 25Q: 3 clusters Score -1534048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1534054.375000 Penalty: 4660.863770
	Iteration 26Q: 3 clusters Score -1534054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1534062.625000 Penalty: 4660.863770
	Iteration 27Q: 3 clusters Score -1534063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1534067.875000 Penalty: 4660.863770
	Iteration 28Q: 3 clusters Score -1534068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1534073.375000 Penalty: 4660.863770
	Iteration 29Q: 3 clusters Score -1534073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1534082.875000 Penalty: 4660.863770
	Iteration 30Q: 3 clusters Score -1534083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1534093.750000 Penalty: 4660.863770
	Iteration 31Q: 3 clusters Score -1534094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1534098.625000 Penalty: 4660.863770
	Iteration 32Q: 3 clusters Score -1534099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1534102.750000 Penalty: 4660.863770
	Iteration 33Q: 3 clusters Score -1534103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1534100.625000 Penalty: 4660.863770
	Iteration 34Q: 3 clusters Score -1534101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1534103.875000 Penalty: 4660.863770
	Iteration 35Q: 3 clusters Score -1534104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1534111.750000 Penalty: 4660.863770
	Iteration 36Q: 3 clusters Score -1534112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1534110.000000 Penalty: 4660.863770
	Iteration 37Q: 3 clusters Score -1534110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1534117.375000 Penalty: 4660.863770
	Iteration 38Q: 3 clusters Score -1534117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1534123.625000 Penalty: 4660.863770
	Iteration 39Q: 3 clusters Score -1534124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1534122.625000 Penalty: 4660.863770
	Iteration 40F: 3 clusters Score -1534123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1534128.375000 Penalty: 4660.863770
	Iteration 41Q: 3 clusters Score -1534128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1534131.250000 Penalty: 4660.863770
	Iteration 42Q: 3 clusters Score -1534131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1534135.375000 Penalty: 4660.863770
	Iteration 43Q: 3 clusters Score -1534135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1534132.125000 Penalty: 4660.863770
	Iteration 44Q: 3 clusters Score -1534132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1534134.375000 Penalty: 4660.863770
	Iteration 45Q: 3 clusters Score -1534134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1534136.625000 Penalty: 4660.863770
	Iteration 46Q: 3 clusters Score -1534137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1534139.625000 Penalty: 4660.863770
	Iteration 47Q: 3 clusters Score -1534140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1534139.750000 Penalty: 4660.863770
	Iteration 48Q: 3 clusters Score -1534140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1534139.250000 Penalty: 4660.863770
	Iteration 49Q: 3 clusters Score -1534139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1534140.750000 Penalty: 4660.863770
	Iteration 50Q: 3 clusters Score -1534141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1534137.625000 Penalty: 4660.863770
	Iteration 51Q: 3 clusters Score -1534138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1534138.875000 Penalty: 4660.863770
	Iteration 52Q: 3 clusters Score -1534139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1534140.125000 Penalty: 4660.863770
	Iteration 53Q: 3 clusters Score -1534140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1534142.375000 Penalty: 4660.863770
	Iteration 54Q: 3 clusters Score -1534142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1534146.625000 Penalty: 4660.863770
	Iteration 55Q: 3 clusters Score -1534147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1534143.375000 Penalty: 4660.863770
	Iteration 56Q: 3 clusters Score -1534143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1534142.750000 Penalty: 4660.863770
	Iteration 57Q: 3 clusters Score -1534143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1534142.750000 Penalty: 4660.863770
	Iteration 58F: 3 clusters Score -1534143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -438329.312500 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -438329.3 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 1516 members 
Entering Unmasked Estep 
Score: -435053.250000 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -435053.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -435716.375000 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -435716.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435935.281250 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -435935.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -436100.250000 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -436100.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -436252.625000 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -436252.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -436431.843750 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -436431.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -436640.406250 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -436640.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -436792.781250 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -436792.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -436901.406250 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -436901.4 nChanged 95
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: -436971.312500 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -436971.3 nChanged 80
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: -437031.625000 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -437031.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -437079.875000 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -437079.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -437124.593750 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -437124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -437170.312500 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -437170.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -437215.093750 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -437215.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -437248.812500 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -437248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -437280.593750 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -437280.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -437313.343750 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -437313.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437347.531250 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -437347.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -437395.000000 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -437395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -437436.250000 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -437436.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -437479.250000 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -437479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -437498.562500 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -437498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -437513.812500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -437513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -437524.000000 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -437524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -437528.562500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -437528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -437530.656250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -437530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -437531.593750 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -437531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -437532.625000 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -437532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -437532.625000 Penalty: 3975.766113
	Iteration 29F: 3 clusters Score -437532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Entering Unmasked Estep 
Score: -4116414.250000 Penalty: 2542.564453
	Iteration 0F: 2 clusters Score -4116414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4096875.500000 Penalty: 5085.128906
	Iteration 0F: 3 clusters Score -4096876 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4103941.250000 Penalty: 5085.128906
	Iteration 1F: 3 clusters Score -4103941 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4104482.000000 Penalty: 5085.128906
	Iteration 2F: 3 clusters Score -4104482 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4105083.250000 Penalty: 5085.128906
	Iteration 3Q: 3 clusters Score -4105083 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4105743.750000 Penalty: 5085.128906
	Iteration 4Q: 3 clusters Score -4105744 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4106628.750000 Penalty: 5085.128906
	Iteration 5F: 3 clusters Score -4106629 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4107757.500000 Penalty: 5085.128906
	Iteration 6F: 3 clusters Score -4107758 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4109233.750000 Penalty: 5085.128906
	Iteration 7F: 3 clusters Score -4109234 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4110750.500000 Penalty: 5085.128906
	Iteration 8F: 3 clusters Score -4110750 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4112038.000000 Penalty: 5085.128906
	Iteration 9F: 3 clusters Score -4112038 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4113012.250000 Penalty: 5085.128906
	Iteration 10Q: 3 clusters Score -4113012 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4113613.250000 Penalty: 5085.128906
	Iteration 11Q: 3 clusters Score -4113613 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4113889.250000 Penalty: 5085.128906
	Iteration 12Q: 3 clusters Score -4113889 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4114031.250000 Penalty: 5085.128906
	Iteration 13Q: 3 clusters Score -4114031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4114104.000000 Penalty: 5085.128906
	Iteration 14Q: 3 clusters Score -4114104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4114151.250000 Penalty: 5085.128906
	Iteration 15Q: 3 clusters Score -4114151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4114181.000000 Penalty: 5085.128906
	Iteration 16Q: 3 clusters Score -4114181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4114208.500000 Penalty: 5085.128906
	Iteration 17Q: 3 clusters Score -4114208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4114229.500000 Penalty: 5085.128906
	Iteration 18Q: 3 clusters Score -4114230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4114261.500000 Penalty: 5085.128906
	Iteration 19Q: 3 clusters Score -4114262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4114267.750000 Penalty: 5085.128906
	Iteration 20F: 3 clusters Score -4114268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4114274.500000 Penalty: 5085.128906
	Iteration 21Q: 3 clusters Score -4114274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4114282.750000 Penalty: 5085.128906
	Iteration 22Q: 3 clusters Score -4114283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4114287.500000 Penalty: 5085.128906
	Iteration 23Q: 3 clusters Score -4114288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4114289.000000 Penalty: 5085.128906
	Iteration 24Q: 3 clusters Score -4114289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4114296.250000 Penalty: 5085.128906
	Iteration 25Q: 3 clusters Score -4114296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4114294.500000 Penalty: 5085.128906
	Iteration 26Q: 3 clusters Score -4114294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4114294.500000 Penalty: 5085.128906
	Iteration 27F: 3 clusters Score -4114294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Entering Unmasked Estep 
Score: -6123023.500000 Penalty: 2648.887695
	Iteration 0F: 2 clusters Score -6123024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6093495.500000 Penalty: 5297.775391
	Iteration 0F: 3 clusters Score -6093496 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -6105891.500000 Penalty: 5297.775391
	Iteration 1F: 3 clusters Score -6105892 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -6107708.000000 Penalty: 5297.775391
	Iteration 2F: 3 clusters Score -6107708 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -6109952.000000 Penalty: 5297.775391
	Iteration 3F: 3 clusters Score -6109952 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6112122.500000 Penalty: 5297.775391
	Iteration 4F: 3 clusters Score -6112122 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6113867.500000 Penalty: 5297.775391
	Iteration 5F: 3 clusters Score -6113868 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -6115067.000000 Penalty: 5297.775391
	Iteration 6F: 3 clusters Score -6115067 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6115851.000000 Penalty: 5297.775391
	Iteration 7Q: 3 clusters Score -6115851 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6116320.500000 Penalty: 5297.775391
	Iteration 8Q: 3 clusters Score -6116320 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6116738.000000 Penalty: 5297.775391
	Iteration 9Q: 3 clusters Score -6116738 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -6117113.000000 Penalty: 5297.775391
	Iteration 10Q: 3 clusters Score -6117113 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -6117541.500000 Penalty: 5297.775391
	Iteration 11Q: 3 clusters Score -6117542 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -6117898.500000 Penalty: 5297.775391
	Iteration 12Q: 3 clusters Score -6117898 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -6118419.000000 Penalty: 5297.775391
	Iteration 13Q: 3 clusters Score -6118419 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -6119013.500000 Penalty: 5297.775391
	Iteration 14Q: 3 clusters Score -6119014 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6119600.500000 Penalty: 5297.775391
	Iteration 15Q: 3 clusters Score -6119600 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6120150.500000 Penalty: 5297.775391
	Iteration 16Q: 3 clusters Score -6120150 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6120610.000000 Penalty: 5297.775391
	Iteration 17Q: 3 clusters Score -6120610 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6120911.000000 Penalty: 5297.775391
	Iteration 18Q: 3 clusters Score -6120911 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6121096.500000 Penalty: 5297.775391
	Iteration 19Q: 3 clusters Score -6121096 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6121279.000000 Penalty: 5297.775391
	Iteration 20F: 3 clusters Score -6121279 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6121388.500000 Penalty: 5297.775391
	Iteration 21Q: 3 clusters Score -6121388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6121430.000000 Penalty: 5297.775391
	Iteration 22Q: 3 clusters Score -6121430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6121508.500000 Penalty: 5297.775391
	Iteration 23Q: 3 clusters Score -6121508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6121547.000000 Penalty: 5297.775391
	Iteration 24Q: 3 clusters Score -6121547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6121607.000000 Penalty: 5297.775391
	Iteration 25Q: 3 clusters Score -6121607 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6121640.500000 Penalty: 5297.775391
	Iteration 26Q: 3 clusters Score -6121640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6121673.500000 Penalty: 5297.775391
	Iteration 27Q: 3 clusters Score -6121674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6121715.500000 Penalty: 5297.775391
	Iteration 28Q: 3 clusters Score -6121716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6121742.500000 Penalty: 5297.775391
	Iteration 29Q: 3 clusters Score -6121742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6121770.500000 Penalty: 5297.775391
	Iteration 30Q: 3 clusters Score -6121770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6121806.000000 Penalty: 5297.775391
	Iteration 31Q: 3 clusters Score -6121806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6121829.000000 Penalty: 5297.775391
	Iteration 32Q: 3 clusters Score -6121829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6121843.000000 Penalty: 5297.775391
	Iteration 33Q: 3 clusters Score -6121843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6121866.500000 Penalty: 5297.775391
	Iteration 34Q: 3 clusters Score -6121866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6121886.500000 Penalty: 5297.775391
	Iteration 35Q: 3 clusters Score -6121886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6121931.500000 Penalty: 5297.775391
	Iteration 36Q: 3 clusters Score -6121932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6121943.500000 Penalty: 5297.775391
	Iteration 37Q: 3 clusters Score -6121944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6121955.500000 Penalty: 5297.775391
	Iteration 38Q: 3 clusters Score -6121956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6121956.500000 Penalty: 5297.775391
	Iteration 39Q: 3 clusters Score -6121956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6121966.000000 Penalty: 5297.775391
	Iteration 40F: 3 clusters Score -6121966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6121967.000000 Penalty: 5297.775391
	Iteration 41Q: 3 clusters Score -6121967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6121974.000000 Penalty: 5297.775391
	Iteration 42Q: 3 clusters Score -6121974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6121975.500000 Penalty: 5297.775391
	Iteration 43Q: 3 clusters Score -6121976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6121971.000000 Penalty: 5297.775391
	Iteration 44Q: 3 clusters Score -6121971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6121974.000000 Penalty: 5297.775391
	Iteration 45Q: 3 clusters Score -6121974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6121975.000000 Penalty: 5297.775391
	Iteration 46Q: 3 clusters Score -6121975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6121979.500000 Penalty: 5297.775391
	Iteration 47Q: 3 clusters Score -6121980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6121979.000000 Penalty: 5297.775391
	Iteration 48Q: 3 clusters Score -6121979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6121985.500000 Penalty: 5297.775391
	Iteration 49Q: 3 clusters Score -6121986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6121981.000000 Penalty: 5297.775391
	Iteration 50Q: 3 clusters Score -6121981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6121975.500000 Penalty: 5297.775391
	Iteration 51Q: 3 clusters Score -6121976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6121971.500000 Penalty: 5297.775391
	Iteration 52Q: 3 clusters Score -6121972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6121971.500000 Penalty: 5297.775391
	Iteration 53Q: 3 clusters Score -6121972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6121978.000000 Penalty: 5297.775391
	Iteration 54Q: 3 clusters Score -6121978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6121977.000000 Penalty: 5297.775391
	Iteration 55Q: 3 clusters Score -6121977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6121982.000000 Penalty: 5297.775391
	Iteration 56Q: 3 clusters Score -6121982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6121982.000000 Penalty: 5297.775391
	Iteration 57F: 3 clusters Score -6121982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Entering Unmasked Estep 
Score: -1492779.500000 Penalty: 2296.971924
	Iteration 0F: 2 clusters Score -1492780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1484812.875000 Penalty: 4593.943848
	Iteration 0F: 3 clusters Score -1484813 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1487064.250000 Penalty: 4593.943848
	Iteration 1F: 3 clusters Score -1487064 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1487391.375000 Penalty: 4593.943848
	Iteration 2F: 3 clusters Score -1487391 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1487662.625000 Penalty: 4593.943848
	Iteration 3F: 3 clusters Score -1487663 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1487981.250000 Penalty: 4593.943848
	Iteration 4Q: 3 clusters Score -1487981 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1488356.500000 Penalty: 4593.943848
	Iteration 5F: 3 clusters Score -1488356 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1488751.875000 Penalty: 4593.943848
	Iteration 6F: 3 clusters Score -1488752 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1489129.750000 Penalty: 4593.943848
	Iteration 7F: 3 clusters Score -1489130 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1489460.000000 Penalty: 4593.943848
	Iteration 8F: 3 clusters Score -1489460 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1489724.750000 Penalty: 4593.943848
	Iteration 9Q: 3 clusters Score -1489725 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1489916.000000 Penalty: 4593.943848
	Iteration 10Q: 3 clusters Score -1489916 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1490060.125000 Penalty: 4593.943848
	Iteration 11Q: 3 clusters Score -1490060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1490164.375000 Penalty: 4593.943848
	Iteration 12Q: 3 clusters Score -1490164 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1490236.500000 Penalty: 4593.943848
	Iteration 13Q: 3 clusters Score -1490236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1490284.500000 Penalty: 4593.943848
	Iteration 14Q: 3 clusters Score -1490284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1490333.375000 Penalty: 4593.943848
	Iteration 15Q: 3 clusters Score -1490333 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1490374.625000 Penalty: 4593.943848
	Iteration 16Q: 3 clusters Score -1490375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1490401.875000 Penalty: 4593.943848
	Iteration 17Q: 3 clusters Score -1490402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1490432.000000 Penalty: 4593.943848
	Iteration 18Q: 3 clusters Score -1490432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1490458.625000 Penalty: 4593.943848
	Iteration 19Q: 3 clusters Score -1490459 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1490480.250000 Penalty: 4593.943848
	Iteration 20F: 3 clusters Score -1490480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1490506.500000 Penalty: 4593.943848
	Iteration 21Q: 3 clusters Score -1490506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1490515.375000 Penalty: 4593.943848
	Iteration 22Q: 3 clusters Score -1490515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1490530.000000 Penalty: 4593.943848
	Iteration 23Q: 3 clusters Score -1490530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1490541.125000 Penalty: 4593.943848
	Iteration 24Q: 3 clusters Score -1490541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1490554.000000 Penalty: 4593.943848
	Iteration 25Q: 3 clusters Score -1490554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1490565.250000 Penalty: 4593.943848
	Iteration 26Q: 3 clusters Score -1490565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1490577.000000 Penalty: 4593.943848
	Iteration 27Q: 3 clusters Score -1490577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1490596.750000 Penalty: 4593.943848
	Iteration 28Q: 3 clusters Score -1490597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1490613.750000 Penalty: 4593.943848
	Iteration 29Q: 3 clusters Score -1490614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1490626.000000 Penalty: 4593.943848
	Iteration 30Q: 3 clusters Score -1490626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1490639.375000 Penalty: 4593.943848
	Iteration 31Q: 3 clusters Score -1490639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1490645.750000 Penalty: 4593.943848
	Iteration 32Q: 3 clusters Score -1490646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1490654.875000 Penalty: 4593.943848
	Iteration 33Q: 3 clusters Score -1490655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1490663.750000 Penalty: 4593.943848
	Iteration 34Q: 3 clusters Score -1490664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1490663.125000 Penalty: 4593.943848
	Iteration 35Q: 3 clusters Score -1490663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1490666.375000 Penalty: 4593.943848
	Iteration 36Q: 3 clusters Score -1490666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1490672.875000 Penalty: 4593.943848
	Iteration 37Q: 3 clusters Score -1490673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1490671.375000 Penalty: 4593.943848
	Iteration 38Q: 3 clusters Score -1490671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1490669.375000 Penalty: 4593.943848
	Iteration 39Q: 3 clusters Score -1490669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1490676.375000 Penalty: 4593.943848
	Iteration 40F: 3 clusters Score -1490676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1490676.750000 Penalty: 4593.943848
	Iteration 41Q: 3 clusters Score -1490677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1490677.375000 Penalty: 4593.943848
	Iteration 42Q: 3 clusters Score -1490677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1490680.250000 Penalty: 4593.943848
	Iteration 43Q: 3 clusters Score -1490680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1490680.125000 Penalty: 4593.943848
	Iteration 44Q: 3 clusters Score -1490680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1490679.500000 Penalty: 4593.943848
	Iteration 45Q: 3 clusters Score -1490680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1490683.500000 Penalty: 4593.943848
	Iteration 46Q: 3 clusters Score -1490684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1490684.000000 Penalty: 4593.943848
	Iteration 47Q: 3 clusters Score -1490684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1490684.125000 Penalty: 4593.943848
	Iteration 48Q: 3 clusters Score -1490684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1490685.875000 Penalty: 4593.943848
	Iteration 49Q: 3 clusters Score -1490686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1490686.750000 Penalty: 4593.943848
	Iteration 50Q: 3 clusters Score -1490687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1490691.500000 Penalty: 4593.943848
	Iteration 51Q: 3 clusters Score -1490692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1490691.250000 Penalty: 4593.943848
	Iteration 52Q: 3 clusters Score -1490691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1490693.125000 Penalty: 4593.943848
	Iteration 53Q: 3 clusters Score -1490693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1490698.000000 Penalty: 4593.943848
	Iteration 54Q: 3 clusters Score -1490698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1490697.625000 Penalty: 4593.943848
	Iteration 55Q: 3 clusters Score -1490698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1490696.250000 Penalty: 4593.943848
	Iteration 56Q: 3 clusters Score -1490696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1490697.375000 Penalty: 4593.943848
	Iteration 57Q: 3 clusters Score -1490697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1490700.125000 Penalty: 4593.943848
	Iteration 58Q: 3 clusters Score -1490700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1490700.125000 Penalty: 4593.943848
	Iteration 59Q: 3 clusters Score -1490700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1490700.125000 Penalty: 4593.943848
	Iteration 60F: 3 clusters Score -1490700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1490702.125000 Penalty: 4593.943848
	Iteration 61Q: 3 clusters Score -1490702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1490703.125000 Penalty: 4593.943848
	Iteration 62Q: 3 clusters Score -1490703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1490707.750000 Penalty: 4593.943848
	Iteration 63Q: 3 clusters Score -1490708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1490709.375000 Penalty: 4593.943848
	Iteration 64Q: 3 clusters Score -1490709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1490709.250000 Penalty: 4593.943848
	Iteration 65Q: 3 clusters Score -1490709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1490713.875000 Penalty: 4593.943848
	Iteration 66Q: 3 clusters Score -1490714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1490714.875000 Penalty: 4593.943848
	Iteration 67Q: 3 clusters Score -1490715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1490713.625000 Penalty: 4593.943848
	Iteration 68Q: 3 clusters Score -1490714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1490717.250000 Penalty: 4593.943848
	Iteration 69Q: 3 clusters Score -1490717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1490719.750000 Penalty: 4593.943848
	Iteration 70Q: 3 clusters Score -1490720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1490722.750000 Penalty: 4593.943848
	Iteration 71Q: 3 clusters Score -1490723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1490720.875000 Penalty: 4593.943848
	Iteration 72Q: 3 clusters Score -1490721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1490724.250000 Penalty: 4593.943848
	Iteration 73Q: 3 clusters Score -1490724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1490721.125000 Penalty: 4593.943848
	Iteration 74Q: 3 clusters Score -1490721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1490721.000000 Penalty: 4593.943848
	Iteration 75Q: 3 clusters Score -1490721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1490719.500000 Penalty: 4593.943848
	Iteration 76Q: 3 clusters Score -1490720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1490720.625000 Penalty: 4593.943848
	Iteration 77Q: 3 clusters Score -1490721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1490720.625000 Penalty: 4593.943848
	Iteration 78F: 3 clusters Score -1490721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Entering Unmasked Estep 
Score: -5527192.500000 Penalty: 2618.705566
	Iteration 0F: 2 clusters Score -5527192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -5501032.500000 Penalty: 5237.411133
	Iteration 0F: 3 clusters Score -5501032 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5510756.000000 Penalty: 5237.411133
	Iteration 1F: 3 clusters Score -5510756 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5511296.000000 Penalty: 5237.411133
	Iteration 2Q: 3 clusters Score -5511296 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -5511834.000000 Penalty: 5237.411133
	Iteration 3Q: 3 clusters Score -5511834 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5512342.500000 Penalty: 5237.411133
	Iteration 4Q: 3 clusters Score -5512342 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5512902.000000 Penalty: 5237.411133
	Iteration 5Q: 3 clusters Score -5512902 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5513462.500000 Penalty: 5237.411133
	Iteration 6Q: 3 clusters Score -5513462 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5513984.000000 Penalty: 5237.411133
	Iteration 7Q: 3 clusters Score -5513984 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5514452.000000 Penalty: 5237.411133
	Iteration 8Q: 3 clusters Score -5514452 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5514872.000000 Penalty: 5237.411133
	Iteration 9Q: 3 clusters Score -5514872 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5515270.500000 Penalty: 5237.411133
	Iteration 10Q: 3 clusters Score -5515270 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5515628.000000 Penalty: 5237.411133
	Iteration 11Q: 3 clusters Score -5515628 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5515897.000000 Penalty: 5237.411133
	Iteration 12Q: 3 clusters Score -5515897 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5516144.500000 Penalty: 5237.411133
	Iteration 13Q: 3 clusters Score -5516144 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5516292.000000 Penalty: 5237.411133
	Iteration 14Q: 3 clusters Score -5516292 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5516385.000000 Penalty: 5237.411133
	Iteration 15Q: 3 clusters Score -5516385 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5516502.000000 Penalty: 5237.411133
	Iteration 16Q: 3 clusters Score -5516502 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5516591.000000 Penalty: 5237.411133
	Iteration 17Q: 3 clusters Score -5516591 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5516674.500000 Penalty: 5237.411133
	Iteration 18Q: 3 clusters Score -5516674 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5516724.000000 Penalty: 5237.411133
	Iteration 19Q: 3 clusters Score -5516724 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5516789.000000 Penalty: 5237.411133
	Iteration 20F: 3 clusters Score -5516789 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5516867.000000 Penalty: 5237.411133
	Iteration 21Q: 3 clusters Score -5516867 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5516932.500000 Penalty: 5237.411133
	Iteration 22Q: 3 clusters Score -5516932 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -5517026.000000 Penalty: 5237.411133
	Iteration 23Q: 3 clusters Score -5517026 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5517147.500000 Penalty: 5237.411133
	Iteration 24Q: 3 clusters Score -5517148 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5517300.000000 Penalty: 5237.411133
	Iteration 25Q: 3 clusters Score -5517300 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -5517478.500000 Penalty: 5237.411133
	Iteration 26Q: 3 clusters Score -5517478 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5517716.000000 Penalty: 5237.411133
	Iteration 27Q: 3 clusters Score -5517716 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -5518068.500000 Penalty: 5237.411133
	Iteration 28Q: 3 clusters Score -5518068 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5518544.000000 Penalty: 5237.411133
	Iteration 29Q: 3 clusters Score -5518544 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5519079.500000 Penalty: 5237.411133
	Iteration 30Q: 3 clusters Score -5519080 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -5519788.000000 Penalty: 5237.411133
	Iteration 31Q: 3 clusters Score -5519788 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5520541.500000 Penalty: 5237.411133
	Iteration 32Q: 3 clusters Score -5520542 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5521345.000000 Penalty: 5237.411133
	Iteration 33Q: 3 clusters Score -5521345 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5522209.000000 Penalty: 5237.411133
	Iteration 34Q: 3 clusters Score -5522209 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5522984.000000 Penalty: 5237.411133
	Iteration 35Q: 3 clusters Score -5522984 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5523596.500000 Penalty: 5237.411133
	Iteration 36Q: 3 clusters Score -5523596 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5524023.000000 Penalty: 5237.411133
	Iteration 37Q: 3 clusters Score -5524023 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5524325.500000 Penalty: 5237.411133
	Iteration 38Q: 3 clusters Score -5524326 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5524504.500000 Penalty: 5237.411133
	Iteration 39Q: 3 clusters Score -5524504 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5524632.500000 Penalty: 5237.411133
	Iteration 40F: 3 clusters Score -5524632 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5524728.000000 Penalty: 5237.411133
	Iteration 41Q: 3 clusters Score -5524728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5524796.500000 Penalty: 5237.411133
	Iteration 42Q: 3 clusters Score -5524796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5524845.000000 Penalty: 5237.411133
	Iteration 43Q: 3 clusters Score -5524845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5524875.000000 Penalty: 5237.411133
	Iteration 44Q: 3 clusters Score -5524875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5524907.500000 Penalty: 5237.411133
	Iteration 45Q: 3 clusters Score -5524908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5524942.000000 Penalty: 5237.411133
	Iteration 46Q: 3 clusters Score -5524942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5524945.500000 Penalty: 5237.411133
	Iteration 47Q: 3 clusters Score -5524946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5524963.000000 Penalty: 5237.411133
	Iteration 48Q: 3 clusters Score -5524963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5524967.500000 Penalty: 5237.411133
	Iteration 49Q: 3 clusters Score -5524968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5524976.000000 Penalty: 5237.411133
	Iteration 50Q: 3 clusters Score -5524976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5524982.500000 Penalty: 5237.411133
	Iteration 51Q: 3 clusters Score -5524982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5524988.000000 Penalty: 5237.411133
	Iteration 52Q: 3 clusters Score -5524988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5524998.500000 Penalty: 5237.411133
	Iteration 53Q: 3 clusters Score -5524998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5525000.500000 Penalty: 5237.411133
	Iteration 54Q: 3 clusters Score -5525000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5524998.500000 Penalty: 5237.411133
	Iteration 55Q: 3 clusters Score -5524998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5525012.000000 Penalty: 5237.411133
	Iteration 56Q: 3 clusters Score -5525012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5525014.000000 Penalty: 5237.411133
	Iteration 57Q: 3 clusters Score -5525014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5525015.500000 Penalty: 5237.411133
	Iteration 58Q: 3 clusters Score -5525016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5525017.500000 Penalty: 5237.411133
	Iteration 59Q: 3 clusters Score -5525018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5525019.500000 Penalty: 5237.411133
	Iteration 60F: 3 clusters Score -5525020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5525025.500000 Penalty: 5237.411133
	Iteration 61Q: 3 clusters Score -5525026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5525027.500000 Penalty: 5237.411133
	Iteration 62Q: 3 clusters Score -5525028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5525024.000000 Penalty: 5237.411133
	Iteration 63Q: 3 clusters Score -5525024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5525032.500000 Penalty: 5237.411133
	Iteration 64Q: 3 clusters Score -5525032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5525034.000000 Penalty: 5237.411133
	Iteration 65Q: 3 clusters Score -5525034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5525036.000000 Penalty: 5237.411133
	Iteration 66Q: 3 clusters Score -5525036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5525036.000000 Penalty: 5237.411133
	Iteration 67F: 3 clusters Score -5525036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Entering Unmasked Estep 
Score: -3467740.500000 Penalty: 2495.044189
	Iteration 0F: 2 clusters Score -3467740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3451539.500000 Penalty: 4990.088379
	Iteration 0F: 3 clusters Score -3451540 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3457096.250000 Penalty: 4990.088379
	Iteration 1F: 3 clusters Score -3457096 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3457597.500000 Penalty: 4990.088379
	Iteration 2F: 3 clusters Score -3457598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3458086.500000 Penalty: 4990.088379
	Iteration 3Q: 3 clusters Score -3458086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3458585.000000 Penalty: 4990.088379
	Iteration 4Q: 3 clusters Score -3458585 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3459136.500000 Penalty: 4990.088379
	Iteration 5Q: 3 clusters Score -3459136 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3459761.500000 Penalty: 4990.088379
	Iteration 6F: 3 clusters Score -3459762 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3460479.000000 Penalty: 4990.088379
	Iteration 7F: 3 clusters Score -3460479 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3461276.500000 Penalty: 4990.088379
	Iteration 8F: 3 clusters Score -3461276 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3462173.750000 Penalty: 4990.088379
	Iteration 9F: 3 clusters Score -3462174 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3463067.250000 Penalty: 4990.088379
	Iteration 10Q: 3 clusters Score -3463067 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3463729.250000 Penalty: 4990.088379
	Iteration 11Q: 3 clusters Score -3463729 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3464168.500000 Penalty: 4990.088379
	Iteration 12Q: 3 clusters Score -3464168 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3464431.000000 Penalty: 4990.088379
	Iteration 13Q: 3 clusters Score -3464431 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3464597.250000 Penalty: 4990.088379
	Iteration 14Q: 3 clusters Score -3464597 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3464744.000000 Penalty: 4990.088379
	Iteration 15Q: 3 clusters Score -3464744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3464846.250000 Penalty: 4990.088379
	Iteration 16Q: 3 clusters Score -3464846 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3464972.250000 Penalty: 4990.088379
	Iteration 17Q: 3 clusters Score -3464972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3465071.500000 Penalty: 4990.088379
	Iteration 18Q: 3 clusters Score -3465072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3465150.250000 Penalty: 4990.088379
	Iteration 19Q: 3 clusters Score -3465150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3465225.750000 Penalty: 4990.088379
	Iteration 20F: 3 clusters Score -3465226 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3465305.250000 Penalty: 4990.088379
	Iteration 21Q: 3 clusters Score -3465305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3465358.250000 Penalty: 4990.088379
	Iteration 22Q: 3 clusters Score -3465358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3465389.250000 Penalty: 4990.088379
	Iteration 23Q: 3 clusters Score -3465389 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3465412.750000 Penalty: 4990.088379
	Iteration 24Q: 3 clusters Score -3465413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3465454.250000 Penalty: 4990.088379
	Iteration 25Q: 3 clusters Score -3465454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3465477.000000 Penalty: 4990.088379
	Iteration 26Q: 3 clusters Score -3465477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3465501.250000 Penalty: 4990.088379
	Iteration 27Q: 3 clusters Score -3465501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3465514.750000 Penalty: 4990.088379
	Iteration 28Q: 3 clusters Score -3465515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3465530.250000 Penalty: 4990.088379
	Iteration 29Q: 3 clusters Score -3465530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3465544.000000 Penalty: 4990.088379
	Iteration 30Q: 3 clusters Score -3465544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3465577.000000 Penalty: 4990.088379
	Iteration 31Q: 3 clusters Score -3465577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3465583.250000 Penalty: 4990.088379
	Iteration 32Q: 3 clusters Score -3465583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3465595.750000 Penalty: 4990.088379
	Iteration 33Q: 3 clusters Score -3465596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3465608.500000 Penalty: 4990.088379
	Iteration 34Q: 3 clusters Score -3465608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3465630.750000 Penalty: 4990.088379
	Iteration 35Q: 3 clusters Score -3465631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3465639.500000 Penalty: 4990.088379
	Iteration 36Q: 3 clusters Score -3465640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3465644.500000 Penalty: 4990.088379
	Iteration 37Q: 3 clusters Score -3465644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3465657.750000 Penalty: 4990.088379
	Iteration 38Q: 3 clusters Score -3465658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3465659.000000 Penalty: 4990.088379
	Iteration 39Q: 3 clusters Score -3465659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3465667.000000 Penalty: 4990.088379
	Iteration 40F: 3 clusters Score -3465667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3465675.500000 Penalty: 4990.088379
	Iteration 41Q: 3 clusters Score -3465676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3465680.500000 Penalty: 4990.088379
	Iteration 42Q: 3 clusters Score -3465680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3465682.000000 Penalty: 4990.088379
	Iteration 43Q: 3 clusters Score -3465682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3465700.750000 Penalty: 4990.088379
	Iteration 44Q: 3 clusters Score -3465701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3465703.250000 Penalty: 4990.088379
	Iteration 45Q: 3 clusters Score -3465703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3465700.000000 Penalty: 4990.088379
	Iteration 46Q: 3 clusters Score -3465700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3465697.500000 Penalty: 4990.088379
	Iteration 47Q: 3 clusters Score -3465698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3465707.500000 Penalty: 4990.088379
	Iteration 48Q: 3 clusters Score -3465708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3465714.000000 Penalty: 4990.088379
	Iteration 49Q: 3 clusters Score -3465714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3465720.250000 Penalty: 4990.088379
	Iteration 50Q: 3 clusters Score -3465720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3465722.750000 Penalty: 4990.088379
	Iteration 51Q: 3 clusters Score -3465723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3465724.500000 Penalty: 4990.088379
	Iteration 52Q: 3 clusters Score -3465724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3465728.750000 Penalty: 4990.088379
	Iteration 53Q: 3 clusters Score -3465729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3465727.750000 Penalty: 4990.088379
	Iteration 54Q: 3 clusters Score -3465728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3465729.750000 Penalty: 4990.088379
	Iteration 55Q: 3 clusters Score -3465730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3465732.000000 Penalty: 4990.088379
	Iteration 56Q: 3 clusters Score -3465732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3465731.250000 Penalty: 4990.088379
	Iteration 57Q: 3 clusters Score -3465731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3465731.250000 Penalty: 4990.088379
	Iteration 58Q: 3 clusters Score -3465731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3465730.250000 Penalty: 4990.088379
	Iteration 59Q: 3 clusters Score -3465730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3465730.250000 Penalty: 4990.088379
	Iteration 60F: 3 clusters Score -3465730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3465730.500000 Penalty: 4990.088379
	Iteration 61Q: 3 clusters Score -3465730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3465734.500000 Penalty: 4990.088379
	Iteration 62Q: 3 clusters Score -3465734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3465731.250000 Penalty: 4990.088379
	Iteration 63Q: 3 clusters Score -3465731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3465728.750000 Penalty: 4990.088379
	Iteration 64Q: 3 clusters Score -3465729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3465727.750000 Penalty: 4990.088379
	Iteration 65Q: 3 clusters Score -3465728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3465729.750000 Penalty: 4990.088379
	Iteration 66Q: 3 clusters Score -3465730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3465731.750000 Penalty: 4990.088379
	Iteration 67Q: 3 clusters Score -3465732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3465735.000000 Penalty: 4990.088379
	Iteration 68Q: 3 clusters Score -3465735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3465737.500000 Penalty: 4990.088379
	Iteration 69Q: 3 clusters Score -3465738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3465741.500000 Penalty: 4990.088379
	Iteration 70Q: 3 clusters Score -3465742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3465735.500000 Penalty: 4990.088379
	Iteration 71Q: 3 clusters Score -3465736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3465733.750000 Penalty: 4990.088379
	Iteration 72Q: 3 clusters Score -3465734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3465742.750000 Penalty: 4990.088379
	Iteration 73Q: 3 clusters Score -3465743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3465736.750000 Penalty: 4990.088379
	Iteration 74Q: 3 clusters Score -3465737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3465743.000000 Penalty: 4990.088379
	Iteration 75Q: 3 clusters Score -3465743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3465746.500000 Penalty: 4990.088379
	Iteration 76Q: 3 clusters Score -3465746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3465750.000000 Penalty: 4990.088379
	Iteration 77Q: 3 clusters Score -3465750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3465742.750000 Penalty: 4990.088379
	Iteration 78Q: 3 clusters Score -3465743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3465748.000000 Penalty: 4990.088379
	Iteration 79Q: 3 clusters Score -3465748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3465742.750000 Penalty: 4990.088379
	Iteration 80F: 3 clusters Score -3465743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3465741.250000 Penalty: 4990.088379
	Iteration 81Q: 3 clusters Score -3465741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3465744.250000 Penalty: 4990.088379
	Iteration 82Q: 3 clusters Score -3465744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3465745.000000 Penalty: 4990.088379
	Iteration 83Q: 3 clusters Score -3465745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3465762.250000 Penalty: 4990.088379
	Iteration 84Q: 3 clusters Score -3465762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3465767.500000 Penalty: 4990.088379
	Iteration 85Q: 3 clusters Score -3465768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3465771.000000 Penalty: 4990.088379
	Iteration 86Q: 3 clusters Score -3465771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3465780.000000 Penalty: 4990.088379
	Iteration 87Q: 3 clusters Score -3465780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3465787.750000 Penalty: 4990.088379
	Iteration 88Q: 3 clusters Score -3465788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3465784.750000 Penalty: 4990.088379
	Iteration 89Q: 3 clusters Score -3465785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3465784.500000 Penalty: 4990.088379
	Iteration 90Q: 3 clusters Score -3465784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3465783.250000 Penalty: 4990.088379
	Iteration 91Q: 3 clusters Score -3465783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3465783.250000 Penalty: 4990.088379
	Iteration 92F: 3 clusters Score -3465783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -674620.687500 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -674620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -670241.000000 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -670241 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -671456.875000 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -671456.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -671875.937500 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -671875.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -672183.750000 Penalty: 4203.246094
	Iteration 3F: 3 clusters Score -672183.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -672407.937500 Penalty: 4203.246094
	Iteration 4F: 3 clusters Score -672407.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -672575.000000 Penalty: 4203.246094
	Iteration 5F: 3 clusters Score -672575 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -672760.937500 Penalty: 4203.246094
	Iteration 6F: 3 clusters Score -672760.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -672942.812500 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -672942.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -673062.000000 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -673062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -673157.562500 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -673157.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -673223.812500 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -673223.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -673261.437500 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -673261.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -673283.312500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -673283.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -673298.937500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -673298.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -673317.937500 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -673317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -673332.812500 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -673332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -673348.312500 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -673348.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -673361.312500 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -673361.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -673375.750000 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -673375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -673387.250000 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -673387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -673396.125000 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -673396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -673403.000000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -673403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -673410.250000 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -673410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -673415.875000 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -673415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -673418.312500 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -673418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -673420.500000 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -673420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -673421.875000 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -673421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -673425.062500 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -673425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -673424.937500 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -673424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -673424.750000 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -673424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -673424.750000 Penalty: 4203.246094
	Iteration 30F: 3 clusters Score -673424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 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 94 members 
Entering Unmasked Estep 
Score: -24722.162109 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24722.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24813.203125 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24838.644531 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24838.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24849.033203 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24849.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24855.326172 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24855.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24860.552734 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -24860.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24892.560547 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24892.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24900.400391 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -24900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24900.400391 Penalty: 2666.138184
	Iteration 8F: 3 clusters Score -24900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -827779.562500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -827779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -822809.562500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -822809.6 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -823996.562500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -823996.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -824213.937500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -824213.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -824349.562500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -824349.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -824423.000000 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -824423 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -824485.437500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -824485.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -824532.562500 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -824532.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -824565.250000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -824565.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -824593.687500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -824593.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -824613.750000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -824613.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -824636.875000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -824636.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -824658.687500 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -824658.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -824676.812500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -824676.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -824691.875000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -824691.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -824707.000000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -824707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -824723.875000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -824723.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -824739.250000 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -824739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -824749.000000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -824749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -824765.562500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -824765.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -824782.812500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -824782.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -824812.375000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -824812.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -824849.187500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -824849.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -824892.250000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -824892.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -824934.312500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -824934.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -824974.875000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -824974.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -825023.375000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -825023.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -825076.000000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -825076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -825125.187500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -825125.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -825179.000000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -825179 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -825232.125000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -825232.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -825275.750000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -825275.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -825337.062500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -825337.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -825402.187500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -825402.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -825486.750000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -825486.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -825567.312500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -825567.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -825636.000000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -825636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -825693.625000 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -825693.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -825738.875000 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -825738.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -825767.312500 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -825767.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -825798.937500 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -825798.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -825817.750000 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -825817.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -825838.812500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -825838.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -825862.000000 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -825862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -825880.187500 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -825880.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -825896.437500 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -825896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -825910.000000 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -825910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -825918.875000 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -825918.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -825922.125000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -825922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -825927.812500 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -825927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -825931.562500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -825931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -825934.000000 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -825934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -825935.375000 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -825935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -825937.687500 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -825937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -825939.687500 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -825939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -825940.250000 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -825940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -825943.000000 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -825943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -825944.187500 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -825944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -825946.812500 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -825946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -825949.437500 Penalty: 4292.035156
	Iteration 58Q: 3 clusters Score -825949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -825951.312500 Penalty: 4292.035156
	Iteration 59Q: 3 clusters Score -825951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -825957.562500 Penalty: 4292.035156
	Iteration 60F: 3 clusters Score -825957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -825960.812500 Penalty: 4292.035156
	Iteration 61Q: 3 clusters Score -825960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -825962.312500 Penalty: 4292.035156
	Iteration 62Q: 3 clusters Score -825962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -825965.312500 Penalty: 4292.035156
	Iteration 63Q: 3 clusters Score -825965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -825967.625000 Penalty: 4292.035156
	Iteration 64Q: 3 clusters Score -825967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -825973.000000 Penalty: 4292.035156
	Iteration 65Q: 3 clusters Score -825973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -825976.437500 Penalty: 4292.035156
	Iteration 66Q: 3 clusters Score -825976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -825977.312500 Penalty: 4292.035156
	Iteration 67Q: 3 clusters Score -825977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -825978.375000 Penalty: 4292.035156
	Iteration 68Q: 3 clusters Score -825978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -825979.062500 Penalty: 4292.035156
	Iteration 69Q: 3 clusters Score -825979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -825980.562500 Penalty: 4292.035156
	Iteration 70Q: 3 clusters Score -825980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -825980.625000 Penalty: 4292.035156
	Iteration 71Q: 3 clusters Score -825980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -825981.562500 Penalty: 4292.035156
	Iteration 72Q: 3 clusters Score -825981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -825983.375000 Penalty: 4292.035156
	Iteration 73Q: 3 clusters Score -825983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -825983.875000 Penalty: 4292.035156
	Iteration 74Q: 3 clusters Score -825983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -825987.250000 Penalty: 4292.035156
	Iteration 75Q: 3 clusters Score -825987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -825986.937500 Penalty: 4292.035156
	Iteration 76Q: 3 clusters Score -825986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -825986.937500 Penalty: 4292.035156
	Iteration 77F: 3 clusters Score -825986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -293508.625000 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -293508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -290817.062500 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -290817.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -291325.656250 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -291325.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -291474.656250 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -291474.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -291559.937500 Penalty: 3797.308594
	Iteration 3Q: 3 clusters Score -291559.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291608.000000 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -291608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291643.812500 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -291643.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -291668.156250 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -291668.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -291695.625000 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -291695.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -291721.500000 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -291721.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291739.218750 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -291739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -291748.343750 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -291748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -291752.656250 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -291752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -291757.750000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -291757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -291766.343750 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -291766.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -291775.312500 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -291775.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -291790.656250 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -291790.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -291811.718750 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -291811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291830.156250 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -291830.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -291845.031250 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -291845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -291860.687500 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -291860.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -291876.875000 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -291876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -291884.968750 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -291885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -291894.843750 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -291894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -291902.343750 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -291902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -291908.000000 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -291908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -291930.093750 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -291930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291947.656250 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -291947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -291966.531250 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -291966.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -291986.531250 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -291986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -292016.687500 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -292016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -292047.375000 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -292047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -292098.250000 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -292098.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -292138.218750 Penalty: 3797.308594
	Iteration 32Q: 3 clusters Score -292138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -292164.593750 Penalty: 3797.308594
	Iteration 33Q: 3 clusters Score -292164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -292175.343750 Penalty: 3797.308594
	Iteration 34Q: 3 clusters Score -292175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -292189.625000 Penalty: 3797.308594
	Iteration 35Q: 3 clusters Score -292189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -292200.625000 Penalty: 3797.308594
	Iteration 36Q: 3 clusters Score -292200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -292205.656250 Penalty: 3797.308594
	Iteration 37Q: 3 clusters Score -292205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -292207.343750 Penalty: 3797.308594
	Iteration 38Q: 3 clusters Score -292207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -292207.500000 Penalty: 3797.308594
	Iteration 39Q: 3 clusters Score -292207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -292207.500000 Penalty: 3797.308594
	Iteration 40F: 3 clusters Score -292207.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 122 members 
Entering Unmasked Estep 
Score: -27838.570312 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27838.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28003.966797 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28003.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28094.927734 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28094.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28172.128906 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28172.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28182.261719 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28182.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28198.505859 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28198.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28207.771484 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28207.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28217.792969 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28217.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28231.048828 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28231.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28238.169922 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -28238.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28252.363281 Penalty: 2748.466797
	Iteration 10Q: 3 clusters Score -28252.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28260.833984 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -28260.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28265.921875 Penalty: 2748.466797
	Iteration 12Q: 3 clusters Score -28265.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28265.921875 Penalty: 2748.466797
	Iteration 13F: 3 clusters Score -28265.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (99532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Entering Unmasked Estep 
Score: -14598447.000000 Penalty: 2854.041992
	Iteration 0F: 2 clusters Score -1.459845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -14532430.000000 Penalty: 5708.083984
	Iteration 0F: 3 clusters Score -1.453243e+07 nChanged 46905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -14559615.000000 Penalty: 5708.083984
	Iteration 1F: 3 clusters Score -1.455962e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -14560610.000000 Penalty: 5708.083984
	Iteration 2Q: 3 clusters Score -1.456061e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -14561883.000000 Penalty: 5708.083984
	Iteration 3Q: 3 clusters Score -1.456188e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -14563595.000000 Penalty: 5708.083984
	Iteration 4Q: 3 clusters Score -1.45636e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -14566335.000000 Penalty: 5708.083984
	Iteration 5F: 3 clusters Score -1.456634e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -14569894.000000 Penalty: 5708.083984
	Iteration 6F: 3 clusters Score -1.456989e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -14574415.000000 Penalty: 5708.083984
	Iteration 7F: 3 clusters Score -1.457442e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -14579348.000000 Penalty: 5708.083984
	Iteration 8F: 3 clusters Score -1.457935e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -14582828.000000 Penalty: 5708.083984
	Iteration 9F: 3 clusters Score -1.458283e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -14584906.000000 Penalty: 5708.083984
	Iteration 10Q: 3 clusters Score -1.458491e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -14586013.000000 Penalty: 5708.083984
	Iteration 11Q: 3 clusters Score -1.458601e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -14586967.000000 Penalty: 5708.083984
	Iteration 12Q: 3 clusters Score -1.458697e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -14587853.000000 Penalty: 5708.083984
	Iteration 13Q: 3 clusters Score -1.458785e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -14588649.000000 Penalty: 5708.083984
	Iteration 14Q: 3 clusters Score -1.458865e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -14589458.000000 Penalty: 5708.083984
	Iteration 15Q: 3 clusters Score -1.458946e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -14590225.000000 Penalty: 5708.083984
	Iteration 16Q: 3 clusters Score -1.459022e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -14590933.000000 Penalty: 5708.083984
	Iteration 17Q: 3 clusters Score -1.459093e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -14591552.000000 Penalty: 5708.083984
	Iteration 18Q: 3 clusters Score -1.459155e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -14592141.000000 Penalty: 5708.083984
	Iteration 19Q: 3 clusters Score -1.459214e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -14592613.000000 Penalty: 5708.083984
	Iteration 20F: 3 clusters Score -1.459261e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -14593138.000000 Penalty: 5708.083984
	Iteration 21Q: 3 clusters Score -1.459314e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -14593641.000000 Penalty: 5708.083984
	Iteration 22Q: 3 clusters Score -1.459364e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -14594011.000000 Penalty: 5708.083984
	Iteration 23Q: 3 clusters Score -1.459401e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -14594472.000000 Penalty: 5708.083984
	Iteration 24Q: 3 clusters Score -1.459447e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -14594819.000000 Penalty: 5708.083984
	Iteration 25Q: 3 clusters Score -1.459482e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -14595064.000000 Penalty: 5708.083984
	Iteration 26Q: 3 clusters Score -1.459506e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -14595280.000000 Penalty: 5708.083984
	Iteration 27Q: 3 clusters Score -1.459528e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -14595498.000000 Penalty: 5708.083984
	Iteration 28Q: 3 clusters Score -1.45955e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -14595695.000000 Penalty: 5708.083984
	Iteration 29Q: 3 clusters Score -1.45957e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -14595879.000000 Penalty: 5708.083984
	Iteration 30Q: 3 clusters Score -1.459588e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -14595981.000000 Penalty: 5708.083984
	Iteration 31Q: 3 clusters Score -1.459598e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 94990 members 
Entering Unmasked Estep 
Score: -14596072.000000 Penalty: 5708.083984
	Iteration 32Q: 3 clusters Score -1.459607e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -14596168.000000 Penalty: 5708.083984
	Iteration 33Q: 3 clusters Score -1.459617e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -14596212.000000 Penalty: 5708.083984
	Iteration 34Q: 3 clusters Score -1.459621e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -14596254.000000 Penalty: 5708.083984
	Iteration 35Q: 3 clusters Score -1.459625e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -14596318.000000 Penalty: 5708.083984
	Iteration 36Q: 3 clusters Score -1.459632e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -14596336.000000 Penalty: 5708.083984
	Iteration 37Q: 3 clusters Score -1.459634e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -14596396.000000 Penalty: 5708.083984
	Iteration 38Q: 3 clusters Score -1.45964e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -14596454.000000 Penalty: 5708.083984
	Iteration 39Q: 3 clusters Score -1.459645e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -14596519.000000 Penalty: 5708.083984
	Iteration 40F: 3 clusters Score -1.459652e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -14596542.000000 Penalty: 5708.083984
	Iteration 41Q: 3 clusters Score -1.459654e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -14596575.000000 Penalty: 5708.083984
	Iteration 42Q: 3 clusters Score -1.459658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -14596605.000000 Penalty: 5708.083984
	Iteration 43Q: 3 clusters Score -1.45966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -14596610.000000 Penalty: 5708.083984
	Iteration 44Q: 3 clusters Score -1.459661e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -14596639.000000 Penalty: 5708.083984
	Iteration 45Q: 3 clusters Score -1.459664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -14596656.000000 Penalty: 5708.083984
	Iteration 46Q: 3 clusters Score -1.459666e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -14596667.000000 Penalty: 5708.083984
	Iteration 47Q: 3 clusters Score -1.459667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -14596677.000000 Penalty: 5708.083984
	Iteration 48Q: 3 clusters Score -1.459668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -14596707.000000 Penalty: 5708.083984
	Iteration 49Q: 3 clusters Score -1.459671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -14596700.000000 Penalty: 5708.083984
	Iteration 50Q: 3 clusters Score -1.45967e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -14596706.000000 Penalty: 5708.083984
	Iteration 51Q: 3 clusters Score -1.459671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -14596697.000000 Penalty: 5708.083984
	Iteration 52Q: 3 clusters Score -1.45967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -14596704.000000 Penalty: 5708.083984
	Iteration 53Q: 3 clusters Score -1.45967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -14596693.000000 Penalty: 5708.083984
	Iteration 54Q: 3 clusters Score -1.459669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -14596711.000000 Penalty: 5708.083984
	Iteration 55Q: 3 clusters Score -1.459671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -14596710.000000 Penalty: 5708.083984
	Iteration 56Q: 3 clusters Score -1.459671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 97813 members 
Entering Unmasked Estep 
Score: -14596705.000000 Penalty: 5708.083984
	Iteration 57Q: 3 clusters Score -1.45967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -14596704.000000 Penalty: 5708.083984
	Iteration 58Q: 3 clusters Score -1.45967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -14596706.000000 Penalty: 5708.083984
	Iteration 59Q: 3 clusters Score -1.459671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -14596720.000000 Penalty: 5708.083984
	Iteration 60F: 3 clusters Score -1.459672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 97866 members 
Entering Unmasked Estep 
Score: -14596718.000000 Penalty: 5708.083984
	Iteration 61Q: 3 clusters Score -1.459672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -14596722.000000 Penalty: 5708.083984
	Iteration 62Q: 3 clusters Score -1.459672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -14596723.000000 Penalty: 5708.083984
	Iteration 63Q: 3 clusters Score -1.459672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
Score: -14596723.000000 Penalty: 5708.083984
	Iteration 64Q: 3 clusters Score -1.459672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -14596742.000000 Penalty: 5708.083984
	Iteration 65Q: 3 clusters Score -1.459674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -14596741.000000 Penalty: 5708.083984
	Iteration 66Q: 3 clusters Score -1.459674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -14596738.000000 Penalty: 5708.083984
	Iteration 67Q: 3 clusters Score -1.459674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -14596737.000000 Penalty: 5708.083984
	Iteration 68Q: 3 clusters Score -1.459674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -14596732.000000 Penalty: 5708.083984
	Iteration 69Q: 3 clusters Score -1.459673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -14596730.000000 Penalty: 5708.083984
	Iteration 70Q: 3 clusters Score -1.459673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -14596736.000000 Penalty: 5708.083984
	Iteration 71Q: 3 clusters Score -1.459674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -14596729.000000 Penalty: 5708.083984
	Iteration 72Q: 3 clusters Score -1.459673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -14596733.000000 Penalty: 5708.083984
	Iteration 73Q: 3 clusters Score -1.459673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 97978 members 
Entering Unmasked Estep 
Score: -14596723.000000 Penalty: 5708.083984
	Iteration 74Q: 3 clusters Score -1.459672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -14596729.000000 Penalty: 5708.083984
	Iteration 75Q: 3 clusters Score -1.459673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -14596727.000000 Penalty: 5708.083984
	Iteration 76Q: 3 clusters Score -1.459673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -14596741.000000 Penalty: 5708.083984
	Iteration 77Q: 3 clusters Score -1.459674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -14596736.000000 Penalty: 5708.083984
	Iteration 78Q: 3 clusters Score -1.459674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -14596732.000000 Penalty: 5708.083984
	Iteration 79Q: 3 clusters Score -1.459673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -14596751.000000 Penalty: 5708.083984
	Iteration 80F: 3 clusters Score -1.459675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -14596746.000000 Penalty: 5708.083984
	Iteration 81Q: 3 clusters Score -1.459675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -14596735.000000 Penalty: 5708.083984
	Iteration 82Q: 3 clusters Score -1.459674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -14596735.000000 Penalty: 5708.083984
	Iteration 83Q: 3 clusters Score -1.459674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -14596755.000000 Penalty: 5708.083984
	Iteration 84Q: 3 clusters Score -1.459676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -14596750.000000 Penalty: 5708.083984
	Iteration 85Q: 3 clusters Score -1.459675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -14596742.000000 Penalty: 5708.083984
	Iteration 86Q: 3 clusters Score -1.459674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -14596742.000000 Penalty: 5708.083984
	Iteration 87F: 3 clusters Score -1.459674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94885.539062 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94885.54 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95199.609375 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95199.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95389.914062 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95389.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95553.484375 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95553.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95726.945312 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -95726.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95908.914062 Penalty: 3277.568359
	Iteration 5F: 3 clusters Score -95908.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96048.867188 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -96048.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96125.460938 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96125.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96164.601562 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96192.343750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96192.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96216.757812 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96216.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96244.984375 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96244.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96260.929688 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96260.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96268.445312 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96268.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96268.445312 Penalty: 3277.568359
	Iteration 14F: 3 clusters Score -96268.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (198335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198335 members 
Entering Unmasked Estep 
Score: -29054458.000000 Penalty: 3025.032715
	Iteration 0F: 2 clusters Score -2.905446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -28930024.000000 Penalty: 6050.065430
	Iteration 0F: 3 clusters Score -2.893002e+07 nChanged 95297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -28987284.000000 Penalty: 6050.065430
	Iteration 1F: 3 clusters Score -2.898728e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -28990200.000000 Penalty: 6050.065430
	Iteration 2Q: 3 clusters Score -2.89902e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -28995054.000000 Penalty: 6050.065430
	Iteration 3Q: 3 clusters Score -2.899505e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -29002752.000000 Penalty: 6050.065430
	Iteration 4F: 3 clusters Score -2.900275e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2.901381e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -29024392.000000 Penalty: 6050.065430
	Iteration 6F: 3 clusters Score -2.902439e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2.902961e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2.903106e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2.90319e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122261 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2.903282e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -29033352.000000 Penalty: 6050.065430
	Iteration 11Q: 3 clusters Score -2.903335e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -29034202.000000 Penalty: 6050.065430
	Iteration 12Q: 3 clusters Score -2.90342e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2.903498e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2.903595e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2.903683e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2.90376e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -29038432.000000 Penalty: 6050.065430
	Iteration 17Q: 3 clusters Score -2.903843e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2.903926e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -29039862.000000 Penalty: 6050.065430
	Iteration 19Q: 3 clusters Score -2.903986e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -29040392.000000 Penalty: 6050.065430
	Iteration 20F: 3 clusters Score -2.904039e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2.904097e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2.90414e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.904171e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -29042032.000000 Penalty: 6050.065430
	Iteration 24Q: 3 clusters Score -2.904203e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2.904226e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2.904236e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2.90425e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113515 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2.90425e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -29042524.000000 Penalty: 6050.065430
	Iteration 29Q: 3 clusters Score -2.904252e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2.904248e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2.904247e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2.90425e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.904248e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2.904249e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2.904246e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.904241e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.904247e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.904246e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.90425e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.90426e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.904262e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.90426e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2.904269e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.904263e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.904258e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.904254e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.904259e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.904258e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.90426e+07 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.904259e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.904256e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.904254e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.904254e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.904254e+07 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.904256e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.904254e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.904255e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.904255e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.904258e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.904256e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.904259e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.904257e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.904256e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.904251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.90425e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.904247e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.904246e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.904247e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.904251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.90425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.904251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.904251e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.90425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.904249e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -29042512.000000 Penalty: 6050.065430
	Iteration 75Q: 3 clusters Score -2.904251e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.90425e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.904252e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.904249e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.90425e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.904248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.904246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.904245e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.904247e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.904246e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.904247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.904248e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.904246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.904245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.904246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -29042444.000000 Penalty: 6050.065430
	Iteration 90Q: 3 clusters Score -2.904244e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -29042448.000000 Penalty: 6050.065430
	Iteration 91Q: 3 clusters Score -2.904245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -29042452.000000 Penalty: 6050.065430
	Iteration 92Q: 3 clusters Score -2.904245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -29042458.000000 Penalty: 6050.065430
	Iteration 93Q: 3 clusters Score -2.904246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -29042464.000000 Penalty: 6050.065430
	Iteration 94Q: 3 clusters Score -2.904246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -29042454.000000 Penalty: 6050.065430
	Iteration 95Q: 3 clusters Score -2.904245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -29042464.000000 Penalty: 6050.065430
	Iteration 96Q: 3 clusters Score -2.904246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -29042462.000000 Penalty: 6050.065430
	Iteration 97Q: 3 clusters Score -2.904246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -29042456.000000 Penalty: 6050.065430
	Iteration 98Q: 3 clusters Score -2.904246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -29042484.000000 Penalty: 6050.065430
	Iteration 99Q: 3 clusters Score -2.904248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -29042482.000000 Penalty: 6050.065430
	Iteration 100F: 3 clusters Score -2.904248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -29042496.000000 Penalty: 6050.065430
	Iteration 101Q: 3 clusters Score -2.90425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -29042490.000000 Penalty: 6050.065430
	Iteration 102Q: 3 clusters Score -2.904249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 101826 members 
Entering Unmasked Estep 
Score: -29042492.000000 Penalty: 6050.065430
	Iteration 103Q: 3 clusters Score -2.904249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -29042522.000000 Penalty: 6050.065430
	Iteration 104Q: 3 clusters Score -2.904252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -29042552.000000 Penalty: 6050.065430
	Iteration 105Q: 3 clusters Score -2.904255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -29042542.000000 Penalty: 6050.065430
	Iteration 106Q: 3 clusters Score -2.904254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -29042544.000000 Penalty: 6050.065430
	Iteration 107Q: 3 clusters Score -2.904254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -29042566.000000 Penalty: 6050.065430
	Iteration 108Q: 3 clusters Score -2.904257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -29042566.000000 Penalty: 6050.065430
	Iteration 109Q: 3 clusters Score -2.904257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -29042560.000000 Penalty: 6050.065430
	Iteration 110Q: 3 clusters Score -2.904256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -29042548.000000 Penalty: 6050.065430
	Iteration 111Q: 3 clusters Score -2.904255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -29042574.000000 Penalty: 6050.065430
	Iteration 112Q: 3 clusters Score -2.904257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -29042544.000000 Penalty: 6050.065430
	Iteration 113Q: 3 clusters Score -2.904254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -29042556.000000 Penalty: 6050.065430
	Iteration 114Q: 3 clusters Score -2.904256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -29042556.000000 Penalty: 6050.065430
	Iteration 115Q: 3 clusters Score -2.904256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -29042550.000000 Penalty: 6050.065430
	Iteration 116Q: 3 clusters Score -2.904255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -29042552.000000 Penalty: 6050.065430
	Iteration 117Q: 3 clusters Score -2.904255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -29042552.000000 Penalty: 6050.065430
	Iteration 118Q: 3 clusters Score -2.904255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -29042552.000000 Penalty: 6050.065430
	Iteration 119Q: 3 clusters Score -2.904255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -29042548.000000 Penalty: 6050.065430
	Iteration 120F: 3 clusters Score -2.904255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -29042554.000000 Penalty: 6050.065430
	Iteration 121Q: 3 clusters Score -2.904255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -29042520.000000 Penalty: 6050.065430
	Iteration 122Q: 3 clusters Score -2.904252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -29042506.000000 Penalty: 6050.065430
	Iteration 123Q: 3 clusters Score -2.904251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -29042510.000000 Penalty: 6050.065430
	Iteration 124Q: 3 clusters Score -2.904251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -29042522.000000 Penalty: 6050.065430
	Iteration 125Q: 3 clusters Score -2.904252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -29042516.000000 Penalty: 6050.065430
	Iteration 126Q: 3 clusters Score -2.904252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -29042520.000000 Penalty: 6050.065430
	Iteration 127Q: 3 clusters Score -2.904252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -29042512.000000 Penalty: 6050.065430
	Iteration 128Q: 3 clusters Score -2.904251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -29042512.000000 Penalty: 6050.065430
	Iteration 129F: 3 clusters Score -2.904251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94031.882812 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -94031.88 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94412.468750 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94412.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94641.257812 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94641.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94933.703125 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94933.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95348.320312 Penalty: 3290.125977
	Iteration 4F: 3 clusters Score -95348.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95664.281250 Penalty: 3290.125977
	Iteration 5F: 3 clusters Score -95664.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95921.601562 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95921.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96038.781250 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -96038.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96109.835938 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -96109.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96180.453125 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -96180.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96274.656250 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -96274.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96274.656250 Penalty: 3290.125977
	Iteration 11F: 3 clusters Score -96274.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44116 members 
Mstep: Class 5 contains 127803 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43875 members 
Mstep: Class 8 contains 32442 members 
Mstep: Class 9 contains 33002 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 25376 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 43521 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38534 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 22 contains 4790 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99532 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198335 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 455 members 
Entering Unmasked Estep 
Score: -128965360.000000 Penalty: 105449.875000
Splitting cluster 30 changes total score from -128966504.000000 to -128965360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44116 members 
Mstep: Class 5 contains 127803 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43875 members 
Mstep: Class 8 contains 32442 members 
Mstep: Class 9 contains 33002 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 25376 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 43521 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38534 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 22 contains 4790 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99532 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198335 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966504.000000 Penalty: 102048.265625
Iteration 199Q: 31 clusters Score -1.289665e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44138 members 
Mstep: Class 5 contains 127790 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43832 members 
Mstep: Class 8 contains 32467 members 
Mstep: Class 9 contains 33005 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40135 members 
Mstep: Class 12 contains 25384 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28349 members 
Mstep: Class 18 contains 43519 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38534 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99517 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198351 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966440.000000 Penalty: 102048.265625
Iteration 200F: 31 clusters Score -1.289664e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44154 members 
Mstep: Class 5 contains 127833 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43794 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 33010 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 25393 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28350 members 
Mstep: Class 18 contains 43519 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 38534 members 
Mstep: Class 21 contains 23383 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99490 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198326 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966544.000000 Penalty: 102048.265625
Iteration 201Q: 31 clusters Score -1.289665e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 44166 members 
Mstep: Class 5 contains 127912 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43763 members 
Mstep: Class 8 contains 32496 members 
Mstep: Class 9 contains 33025 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 25395 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28350 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38535 members 
Mstep: Class 21 contains 23357 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99456 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198266 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966640.000000 Penalty: 102048.265625
Iteration 202Q: 31 clusters Score -1.289666e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 44179 members 
Mstep: Class 5 contains 128006 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43727 members 
Mstep: Class 8 contains 32494 members 
Mstep: Class 9 contains 33043 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40132 members 
Mstep: Class 12 contains 25383 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 43530 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38536 members 
Mstep: Class 21 contains 23349 members 
Mstep: Class 22 contains 4788 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99419 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198234 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 203Q: 31 clusters Score -1.289666e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44182 members 
Mstep: Class 5 contains 128052 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43694 members 
Mstep: Class 8 contains 32505 members 
Mstep: Class 9 contains 33055 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 25389 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 43532 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23347 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99389 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198219 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 204Q: 31 clusters Score -1.289666e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 128090 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43665 members 
Mstep: Class 8 contains 32513 members 
Mstep: Class 9 contains 33058 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 25391 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28356 members 
Mstep: Class 18 contains 43531 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23355 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99351 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198213 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966816.000000 Penalty: 102048.265625
Iteration 205Q: 31 clusters Score -1.289668e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 128103 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 43639 members 
Mstep: Class 8 contains 32522 members 
Mstep: Class 9 contains 33065 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40132 members 
Mstep: Class 12 contains 25394 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 43528 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23363 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99322 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198215 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 206Q: 31 clusters Score -1.289667e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44202 members 
Mstep: Class 5 contains 128098 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43604 members 
Mstep: Class 8 contains 32535 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40130 members 
Mstep: Class 12 contains 25405 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28361 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99304 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198229 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966496.000000 Penalty: 102048.265625
Iteration 207Q: 31 clusters Score -1.289665e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44215 members 
Mstep: Class 5 contains 128075 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43583 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 33080 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40131 members 
Mstep: Class 12 contains 25411 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28364 members 
Mstep: Class 18 contains 43522 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23377 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99299 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198225 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966504.000000 Penalty: 102048.265625
Iteration 208Q: 31 clusters Score -1.289665e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 128083 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43561 members 
Mstep: Class 8 contains 32558 members 
Mstep: Class 9 contains 33094 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 25415 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28366 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23389 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99266 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198210 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966464.000000 Penalty: 102048.265625
Iteration 209Q: 31 clusters Score -1.289665e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44240 members 
Mstep: Class 5 contains 128102 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43540 members 
Mstep: Class 8 contains 32570 members 
Mstep: Class 9 contains 33103 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40135 members 
Mstep: Class 12 contains 25423 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 28368 members 
Mstep: Class 18 contains 43525 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99220 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198208 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966496.000000 Penalty: 102048.265625
Iteration 210Q: 31 clusters Score -1.289665e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44251 members 
Mstep: Class 5 contains 128117 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43518 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 33120 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 25434 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 28368 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23390 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99165 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198212 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966488.000000 Penalty: 102048.265625
Iteration 211Q: 31 clusters Score -1.289665e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44264 members 
Mstep: Class 5 contains 128126 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 43502 members 
Mstep: Class 8 contains 32601 members 
Mstep: Class 9 contains 33138 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40141 members 
Mstep: Class 12 contains 25448 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28367 members 
Mstep: Class 18 contains 43529 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23383 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99112 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198209 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966752.000000 Penalty: 102048.265625
Iteration 212Q: 31 clusters Score -1.289668e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44278 members 
Mstep: Class 5 contains 128139 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 43491 members 
Mstep: Class 8 contains 32608 members 
Mstep: Class 9 contains 33154 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 25455 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28367 members 
Mstep: Class 18 contains 43529 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38537 members 
Mstep: Class 21 contains 23380 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99065 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198217 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966552.000000 Penalty: 102048.265625
Iteration 213Q: 31 clusters Score -1.289666e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44291 members 
Mstep: Class 5 contains 128125 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 32622 members 
Mstep: Class 9 contains 33162 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40131 members 
Mstep: Class 12 contains 25461 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28366 members 
Mstep: Class 18 contains 43533 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23381 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99043 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198220 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966488.000000 Penalty: 102048.265625
Iteration 214Q: 31 clusters Score -1.289665e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44304 members 
Mstep: Class 5 contains 128128 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 43474 members 
Mstep: Class 8 contains 32625 members 
Mstep: Class 9 contains 33172 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 25469 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28366 members 
Mstep: Class 18 contains 43533 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23379 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99021 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198213 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966576.000000 Penalty: 102048.265625
Iteration 215Q: 31 clusters Score -1.289666e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44315 members 
Mstep: Class 5 contains 128124 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 32634 members 
Mstep: Class 9 contains 33184 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 25480 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28368 members 
Mstep: Class 18 contains 43532 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 4772 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 99011 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198194 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966656.000000 Penalty: 102048.265625
Iteration 216Q: 31 clusters Score -1.289667e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 128119 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 43448 members 
Mstep: Class 8 contains 32635 members 
Mstep: Class 9 contains 33200 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40128 members 
Mstep: Class 12 contains 25485 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28368 members 
Mstep: Class 18 contains 43538 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23368 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98977 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198200 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 217Q: 31 clusters Score -1.289666e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 44355 members 
Mstep: Class 5 contains 128114 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 43429 members 
Mstep: Class 8 contains 32643 members 
Mstep: Class 9 contains 33210 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40121 members 
Mstep: Class 12 contains 25497 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28372 members 
Mstep: Class 18 contains 43540 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23368 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98950 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198204 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966616.000000 Penalty: 102048.265625
Iteration 218Q: 31 clusters Score -1.289666e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 128157 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 43414 members 
Mstep: Class 8 contains 32642 members 
Mstep: Class 9 contains 33224 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40119 members 
Mstep: Class 12 contains 25500 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28373 members 
Mstep: Class 18 contains 43542 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23367 members 
Mstep: Class 22 contains 4770 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98907 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198198 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966800.000000 Penalty: 102048.265625
Iteration 219Q: 31 clusters Score -1.289668e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 44368 members 
Mstep: Class 5 contains 128178 members 
Mstep: Class 6 contains 8816 members 
Mstep: Class 7 contains 43400 members 
Mstep: Class 8 contains 32652 members 
Mstep: Class 9 contains 33234 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 25505 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28376 members 
Mstep: Class 18 contains 43540 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23356 members 
Mstep: Class 22 contains 4768 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98887 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198196 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 102048.265625
Iteration 220F: 31 clusters Score -1.289668e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44368 members 
Mstep: Class 5 contains 128192 members 
Mstep: Class 6 contains 8814 members 
Mstep: Class 7 contains 43381 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 33240 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 25508 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 43541 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 4768 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98884 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198200 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966808.000000 Penalty: 102048.265625
Iteration 221Q: 31 clusters Score -1.289668e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 44363 members 
Mstep: Class 5 contains 128199 members 
Mstep: Class 6 contains 8812 members 
Mstep: Class 7 contains 43363 members 
Mstep: Class 8 contains 32654 members 
Mstep: Class 9 contains 33247 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40117 members 
Mstep: Class 12 contains 25507 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 43538 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23337 members 
Mstep: Class 22 contains 4767 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98888 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198214 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966856.000000 Penalty: 102048.265625
Iteration 222Q: 31 clusters Score -1.289669e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 128215 members 
Mstep: Class 6 contains 8810 members 
Mstep: Class 7 contains 43352 members 
Mstep: Class 8 contains 32664 members 
Mstep: Class 9 contains 33248 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40118 members 
Mstep: Class 12 contains 25510 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43537 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23328 members 
Mstep: Class 22 contains 4767 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98888 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198205 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 223Q: 31 clusters Score -1.289668e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 128214 members 
Mstep: Class 6 contains 8809 members 
Mstep: Class 7 contains 43349 members 
Mstep: Class 8 contains 32669 members 
Mstep: Class 9 contains 33252 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40117 members 
Mstep: Class 12 contains 25516 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43537 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23316 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98895 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198194 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966808.000000 Penalty: 102048.265625
Iteration 224Q: 31 clusters Score -1.289668e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44357 members 
Mstep: Class 5 contains 128218 members 
Mstep: Class 6 contains 8807 members 
Mstep: Class 7 contains 43342 members 
Mstep: Class 8 contains 32677 members 
Mstep: Class 9 contains 33254 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 25527 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28388 members 
Mstep: Class 18 contains 43538 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23306 members 
Mstep: Class 22 contains 4760 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98894 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198188 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966768.000000 Penalty: 102048.265625
Iteration 225Q: 31 clusters Score -1.289668e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 44360 members 
Mstep: Class 5 contains 128243 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 43332 members 
Mstep: Class 8 contains 32682 members 
Mstep: Class 9 contains 33263 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43540 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23296 members 
Mstep: Class 22 contains 4756 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98874 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198167 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966744.000000 Penalty: 102048.265625
Iteration 226Q: 31 clusters Score -1.289667e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44361 members 
Mstep: Class 5 contains 128255 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 43319 members 
Mstep: Class 8 contains 32692 members 
Mstep: Class 9 contains 33267 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40121 members 
Mstep: Class 12 contains 25555 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43542 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38538 members 
Mstep: Class 21 contains 23296 members 
Mstep: Class 22 contains 4754 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98848 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198154 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966776.000000 Penalty: 102048.265625
Iteration 227Q: 31 clusters Score -1.289668e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44359 members 
Mstep: Class 5 contains 128274 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 32702 members 
Mstep: Class 9 contains 33268 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25569 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43543 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38539 members 
Mstep: Class 21 contains 23292 members 
Mstep: Class 22 contains 4751 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98819 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198148 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966880.000000 Penalty: 102048.265625
Iteration 228Q: 31 clusters Score -1.289669e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44362 members 
Mstep: Class 5 contains 128299 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 43299 members 
Mstep: Class 8 contains 32708 members 
Mstep: Class 9 contains 33268 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40126 members 
Mstep: Class 12 contains 25578 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43542 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23278 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98799 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198143 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966912.000000 Penalty: 102048.265625
Iteration 229Q: 31 clusters Score -1.289669e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44370 members 
Mstep: Class 5 contains 128323 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 43288 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 33272 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40126 members 
Mstep: Class 12 contains 25584 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43545 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23274 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98761 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198138 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966976.000000 Penalty: 102048.265625
Iteration 230Q: 31 clusters Score -1.28967e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44382 members 
Mstep: Class 5 contains 128325 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 43279 members 
Mstep: Class 8 contains 32722 members 
Mstep: Class 9 contains 33281 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25607 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43545 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23268 members 
Mstep: Class 22 contains 4750 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98749 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198110 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966968.000000 Penalty: 102048.265625
Iteration 231Q: 31 clusters Score -1.28967e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44384 members 
Mstep: Class 5 contains 128299 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 43268 members 
Mstep: Class 8 contains 32730 members 
Mstep: Class 9 contains 33290 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25627 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43546 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23265 members 
Mstep: Class 22 contains 4750 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98737 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198121 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966976.000000 Penalty: 102048.265625
Iteration 232Q: 31 clusters Score -1.28967e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 128272 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 43256 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 33297 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40125 members 
Mstep: Class 12 contains 25639 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43548 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23262 members 
Mstep: Class 22 contains 4750 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98733 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198129 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966912.000000 Penalty: 102048.265625
Iteration 233Q: 31 clusters Score -1.289669e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 128264 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 43250 members 
Mstep: Class 8 contains 32747 members 
Mstep: Class 9 contains 33314 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25641 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43549 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23262 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98719 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198133 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966888.000000 Penalty: 102048.265625
Iteration 234Q: 31 clusters Score -1.289669e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44390 members 
Mstep: Class 5 contains 128272 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 43239 members 
Mstep: Class 8 contains 32748 members 
Mstep: Class 9 contains 33336 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40125 members 
Mstep: Class 12 contains 25648 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43550 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23255 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98705 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198117 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967176.000000 Penalty: 102048.265625
Iteration 235Q: 31 clusters Score -1.289672e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44394 members 
Mstep: Class 5 contains 128277 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43221 members 
Mstep: Class 8 contains 32753 members 
Mstep: Class 9 contains 33357 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40125 members 
Mstep: Class 12 contains 25654 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43551 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38540 members 
Mstep: Class 21 contains 23245 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98689 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198111 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967080.000000 Penalty: 102048.265625
Iteration 236Q: 31 clusters Score -1.289671e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44401 members 
Mstep: Class 5 contains 128289 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 32763 members 
Mstep: Class 9 contains 33372 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40125 members 
Mstep: Class 12 contains 25664 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43551 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38541 members 
Mstep: Class 21 contains 23243 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98663 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198079 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966952.000000 Penalty: 102048.265625
Iteration 237Q: 31 clusters Score -1.28967e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 128287 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43186 members 
Mstep: Class 8 contains 32770 members 
Mstep: Class 9 contains 33392 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 25673 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43554 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23230 members 
Mstep: Class 22 contains 4748 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98643 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198078 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966952.000000 Penalty: 102048.265625
Iteration 238Q: 31 clusters Score -1.28967e+08 nChanged 340
Entering ConstructFrom: 
Score: -128966952.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (54326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Entering Unmasked Estep 
Score: -8053523.500000 Penalty: 2703.884033
	Iteration 0F: 2 clusters Score -8053524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -8016661.000000 Penalty: 5407.768066
	Iteration 0F: 3 clusters Score -8016661 nChanged 25481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -8031031.000000 Penalty: 5407.768066
	Iteration 1F: 3 clusters Score -8031031 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -8031883.500000 Penalty: 5407.768066
	Iteration 2Q: 3 clusters Score -8031884 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -8032929.000000 Penalty: 5407.768066
	Iteration 3Q: 3 clusters Score -8032929 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -8034380.000000 Penalty: 5407.768066
	Iteration 4F: 3 clusters Score -8034380 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8036526.000000 Penalty: 5407.768066
	Iteration 5F: 3 clusters Score -8036526 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -8039618.500000 Penalty: 5407.768066
	Iteration 6F: 3 clusters Score -8039618 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -8043657.000000 Penalty: 5407.768066
	Iteration 7F: 3 clusters Score -8043657 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -8047549.500000 Penalty: 5407.768066
	Iteration 8F: 3 clusters Score -8047550 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -8050128.500000 Penalty: 5407.768066
	Iteration 9F: 3 clusters Score -8050128 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -8051437.500000 Penalty: 5407.768066
	Iteration 10Q: 3 clusters Score -8051438 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -8052114.000000 Penalty: 5407.768066
	Iteration 11Q: 3 clusters Score -8052114 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -8052427.000000 Penalty: 5407.768066
	Iteration 12Q: 3 clusters Score -8052427 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -8052516.500000 Penalty: 5407.768066
	Iteration 13Q: 3 clusters Score -8052516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -8052558.500000 Penalty: 5407.768066
	Iteration 14Q: 3 clusters Score -8052558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -8052607.000000 Penalty: 5407.768066
	Iteration 15Q: 3 clusters Score -8052607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -8052613.000000 Penalty: 5407.768066
	Iteration 16Q: 3 clusters Score -8052613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -8052618.500000 Penalty: 5407.768066
	Iteration 17Q: 3 clusters Score -8052618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -8052628.500000 Penalty: 5407.768066
	Iteration 18Q: 3 clusters Score -8052628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -8052623.000000 Penalty: 5407.768066
	Iteration 19Q: 3 clusters Score -8052623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -8052627.500000 Penalty: 5407.768066
	Iteration 20F: 3 clusters Score -8052628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -8052630.000000 Penalty: 5407.768066
	Iteration 21Q: 3 clusters Score -8052630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -8052634.000000 Penalty: 5407.768066
	Iteration 22Q: 3 clusters Score -8052634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -8052637.000000 Penalty: 5407.768066
	Iteration 23Q: 3 clusters Score -8052637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -8052636.000000 Penalty: 5407.768066
	Iteration 24Q: 3 clusters Score -8052636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -8052635.000000 Penalty: 5407.768066
	Iteration 25Q: 3 clusters Score -8052635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -8052634.000000 Penalty: 5407.768066
	Iteration 26Q: 3 clusters Score -8052634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -8052634.000000 Penalty: 5407.768066
	Iteration 27F: 3 clusters Score -8052634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -934394.750000 Penalty: 2192.212402
	Iteration 0F: 2 clusters Score -934394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -928625.125000 Penalty: 4384.424805
	Iteration 0F: 3 clusters Score -928625.1 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -930233.750000 Penalty: 4384.424805
	Iteration 1F: 3 clusters Score -930233.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -930662.750000 Penalty: 4384.424805
	Iteration 2F: 3 clusters Score -930662.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -931025.125000 Penalty: 4384.424805
	Iteration 3F: 3 clusters Score -931025.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -931273.312500 Penalty: 4384.424805
	Iteration 4F: 3 clusters Score -931273.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -931466.187500 Penalty: 4384.424805
	Iteration 5Q: 3 clusters Score -931466.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -931615.875000 Penalty: 4384.424805
	Iteration 6Q: 3 clusters Score -931615.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -931751.875000 Penalty: 4384.424805
	Iteration 7Q: 3 clusters Score -931751.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -931876.250000 Penalty: 4384.424805
	Iteration 8Q: 3 clusters Score -931876.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -931993.937500 Penalty: 4384.424805
	Iteration 9Q: 3 clusters Score -931993.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -932098.437500 Penalty: 4384.424805
	Iteration 10Q: 3 clusters Score -932098.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -932222.375000 Penalty: 4384.424805
	Iteration 11Q: 3 clusters Score -932222.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -932327.437500 Penalty: 4384.424805
	Iteration 12Q: 3 clusters Score -932327.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -932444.375000 Penalty: 4384.424805
	Iteration 13Q: 3 clusters Score -932444.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -932563.562500 Penalty: 4384.424805
	Iteration 14Q: 3 clusters Score -932563.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -932660.625000 Penalty: 4384.424805
	Iteration 15Q: 3 clusters Score -932660.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -932754.000000 Penalty: 4384.424805
	Iteration 16Q: 3 clusters Score -932754 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -932856.000000 Penalty: 4384.424805
	Iteration 17Q: 3 clusters Score -932856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -932939.625000 Penalty: 4384.424805
	Iteration 18Q: 3 clusters Score -932939.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -933012.000000 Penalty: 4384.424805
	Iteration 19Q: 3 clusters Score -933012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -933089.687500 Penalty: 4384.424805
	Iteration 20F: 3 clusters Score -933089.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -933174.125000 Penalty: 4384.424805
	Iteration 21Q: 3 clusters Score -933174.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -933235.437500 Penalty: 4384.424805
	Iteration 22Q: 3 clusters Score -933235.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -933276.125000 Penalty: 4384.424805
	Iteration 23Q: 3 clusters Score -933276.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -933310.562500 Penalty: 4384.424805
	Iteration 24Q: 3 clusters Score -933310.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -933331.625000 Penalty: 4384.424805
	Iteration 25Q: 3 clusters Score -933331.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -933343.187500 Penalty: 4384.424805
	Iteration 26Q: 3 clusters Score -933343.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -933354.500000 Penalty: 4384.424805
	Iteration 27Q: 3 clusters Score -933354.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -933364.687500 Penalty: 4384.424805
	Iteration 28Q: 3 clusters Score -933364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -933367.437500 Penalty: 4384.424805
	Iteration 29Q: 3 clusters Score -933367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -933370.437500 Penalty: 4384.424805
	Iteration 30Q: 3 clusters Score -933370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -933371.375000 Penalty: 4384.424805
	Iteration 31Q: 3 clusters Score -933371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -933374.812500 Penalty: 4384.424805
	Iteration 32Q: 3 clusters Score -933374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -933377.312500 Penalty: 4384.424805
	Iteration 33Q: 3 clusters Score -933377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -933378.187500 Penalty: 4384.424805
	Iteration 34Q: 3 clusters Score -933378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -933379.875000 Penalty: 4384.424805
	Iteration 35Q: 3 clusters Score -933379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -933381.750000 Penalty: 4384.424805
	Iteration 36Q: 3 clusters Score -933381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -933383.437500 Penalty: 4384.424805
	Iteration 37Q: 3 clusters Score -933383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -933384.562500 Penalty: 4384.424805
	Iteration 38Q: 3 clusters Score -933384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -933387.437500 Penalty: 4384.424805
	Iteration 39Q: 3 clusters Score -933387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -933392.187500 Penalty: 4384.424805
	Iteration 40F: 3 clusters Score -933392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -933394.937500 Penalty: 4384.424805
	Iteration 41Q: 3 clusters Score -933394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -933396.125000 Penalty: 4384.424805
	Iteration 42Q: 3 clusters Score -933396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -933397.187500 Penalty: 4384.424805
	Iteration 43Q: 3 clusters Score -933397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -933397.187500 Penalty: 4384.424805
	Iteration 44F: 3 clusters Score -933397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Entering Unmasked Estep 
Score: -1781656.250000 Penalty: 2355.168457
	Iteration 0F: 2 clusters Score -1781656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1771878.875000 Penalty: 4710.336914
	Iteration 0F: 3 clusters Score -1771879 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1774962.250000 Penalty: 4710.336914
	Iteration 1F: 3 clusters Score -1774962 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1775399.375000 Penalty: 4710.336914
	Iteration 2F: 3 clusters Score -1775399 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1775749.625000 Penalty: 4710.336914
	Iteration 3F: 3 clusters Score -1775750 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1776071.000000 Penalty: 4710.336914
	Iteration 4Q: 3 clusters Score -1776071 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1776354.125000 Penalty: 4710.336914
	Iteration 5Q: 3 clusters Score -1776354 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1776625.750000 Penalty: 4710.336914
	Iteration 6Q: 3 clusters Score -1776626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1776863.125000 Penalty: 4710.336914
	Iteration 7Q: 3 clusters Score -1776863 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1777073.375000 Penalty: 4710.336914
	Iteration 8Q: 3 clusters Score -1777073 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1777302.000000 Penalty: 4710.336914
	Iteration 9Q: 3 clusters Score -1777302 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1777524.500000 Penalty: 4710.336914
	Iteration 10Q: 3 clusters Score -1777524 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1777733.250000 Penalty: 4710.336914
	Iteration 11Q: 3 clusters Score -1777733 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1777947.500000 Penalty: 4710.336914
	Iteration 12Q: 3 clusters Score -1777948 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1778110.000000 Penalty: 4710.336914
	Iteration 13Q: 3 clusters Score -1778110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1778279.750000 Penalty: 4710.336914
	Iteration 14Q: 3 clusters Score -1778280 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1778413.375000 Penalty: 4710.336914
	Iteration 15Q: 3 clusters Score -1778413 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1778573.375000 Penalty: 4710.336914
	Iteration 16Q: 3 clusters Score -1778573 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1778722.750000 Penalty: 4710.336914
	Iteration 17Q: 3 clusters Score -1778723 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1778897.250000 Penalty: 4710.336914
	Iteration 18Q: 3 clusters Score -1778897 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1779078.250000 Penalty: 4710.336914
	Iteration 19Q: 3 clusters Score -1779078 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1779225.000000 Penalty: 4710.336914
	Iteration 20F: 3 clusters Score -1779225 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1779347.000000 Penalty: 4710.336914
	Iteration 21Q: 3 clusters Score -1779347 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1779455.250000 Penalty: 4710.336914
	Iteration 22Q: 3 clusters Score -1779455 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1779545.500000 Penalty: 4710.336914
	Iteration 23Q: 3 clusters Score -1779546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1779612.625000 Penalty: 4710.336914
	Iteration 24Q: 3 clusters Score -1779613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1779667.500000 Penalty: 4710.336914
	Iteration 25Q: 3 clusters Score -1779668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1779729.750000 Penalty: 4710.336914
	Iteration 26Q: 3 clusters Score -1779730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1779792.125000 Penalty: 4710.336914
	Iteration 27Q: 3 clusters Score -1779792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1779840.500000 Penalty: 4710.336914
	Iteration 28Q: 3 clusters Score -1779840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1779873.875000 Penalty: 4710.336914
	Iteration 29Q: 3 clusters Score -1779874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1779901.625000 Penalty: 4710.336914
	Iteration 30Q: 3 clusters Score -1779902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1779920.625000 Penalty: 4710.336914
	Iteration 31Q: 3 clusters Score -1779921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1779941.750000 Penalty: 4710.336914
	Iteration 32Q: 3 clusters Score -1779942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1779970.000000 Penalty: 4710.336914
	Iteration 33Q: 3 clusters Score -1779970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1779989.750000 Penalty: 4710.336914
	Iteration 34Q: 3 clusters Score -1779990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1780002.125000 Penalty: 4710.336914
	Iteration 35Q: 3 clusters Score -1780002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1780015.250000 Penalty: 4710.336914
	Iteration 36Q: 3 clusters Score -1780015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1780023.375000 Penalty: 4710.336914
	Iteration 37Q: 3 clusters Score -1780023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1780024.125000 Penalty: 4710.336914
	Iteration 38Q: 3 clusters Score -1780024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1780029.125000 Penalty: 4710.336914
	Iteration 39Q: 3 clusters Score -1780029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1780030.750000 Penalty: 4710.336914
	Iteration 40F: 3 clusters Score -1780031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1780038.625000 Penalty: 4710.336914
	Iteration 41Q: 3 clusters Score -1780039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1780039.000000 Penalty: 4710.336914
	Iteration 42Q: 3 clusters Score -1780039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1780044.375000 Penalty: 4710.336914
	Iteration 43Q: 3 clusters Score -1780044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1780045.500000 Penalty: 4710.336914
	Iteration 44Q: 3 clusters Score -1780046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1780051.750000 Penalty: 4710.336914
	Iteration 45Q: 3 clusters Score -1780052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1780059.625000 Penalty: 4710.336914
	Iteration 46Q: 3 clusters Score -1780060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1780060.500000 Penalty: 4710.336914
	Iteration 47Q: 3 clusters Score -1780060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1780063.000000 Penalty: 4710.336914
	Iteration 48Q: 3 clusters Score -1780063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1780070.625000 Penalty: 4710.336914
	Iteration 49Q: 3 clusters Score -1780071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1780070.875000 Penalty: 4710.336914
	Iteration 50Q: 3 clusters Score -1780071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1780078.750000 Penalty: 4710.336914
	Iteration 51Q: 3 clusters Score -1780079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1780078.125000 Penalty: 4710.336914
	Iteration 52Q: 3 clusters Score -1780078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1780087.500000 Penalty: 4710.336914
	Iteration 53Q: 3 clusters Score -1780088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1780088.500000 Penalty: 4710.336914
	Iteration 54Q: 3 clusters Score -1780088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1780091.625000 Penalty: 4710.336914
	Iteration 55Q: 3 clusters Score -1780092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1780093.625000 Penalty: 4710.336914
	Iteration 56Q: 3 clusters Score -1780094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1780093.875000 Penalty: 4710.336914
	Iteration 57Q: 3 clusters Score -1780094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1780096.125000 Penalty: 4710.336914
	Iteration 58Q: 3 clusters Score -1780096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1780097.750000 Penalty: 4710.336914
	Iteration 59Q: 3 clusters Score -1780098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1780097.875000 Penalty: 4710.336914
	Iteration 60F: 3 clusters Score -1780098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1780099.000000 Penalty: 4710.336914
	Iteration 61Q: 3 clusters Score -1780099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1780097.375000 Penalty: 4710.336914
	Iteration 62Q: 3 clusters Score -1780097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1780097.375000 Penalty: 4710.336914
	Iteration 63F: 3 clusters Score -1780097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Entering Unmasked Estep 
Score: -6530035.500000 Penalty: 2653.846680
	Iteration 0F: 2 clusters Score -6530036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -6499871.000000 Penalty: 5307.693359
	Iteration 0F: 3 clusters Score -6499871 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6511223.000000 Penalty: 5307.693359
	Iteration 1F: 3 clusters Score -6511223 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6511779.500000 Penalty: 5307.693359
	Iteration 2Q: 3 clusters Score -6511780 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6512348.000000 Penalty: 5307.693359
	Iteration 3Q: 3 clusters Score -6512348 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6512991.500000 Penalty: 5307.693359
	Iteration 4Q: 3 clusters Score -6512992 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -6513933.500000 Penalty: 5307.693359
	Iteration 5Q: 3 clusters Score -6513934 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6515133.500000 Penalty: 5307.693359
	Iteration 6Q: 3 clusters Score -6515134 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -6516772.000000 Penalty: 5307.693359
	Iteration 7F: 3 clusters Score -6516772 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -6518709.500000 Penalty: 5307.693359
	Iteration 8F: 3 clusters Score -6518710 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -6520634.000000 Penalty: 5307.693359
	Iteration 9F: 3 clusters Score -6520634 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -6522255.500000 Penalty: 5307.693359
	Iteration 10Q: 3 clusters Score -6522256 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -6523495.000000 Penalty: 5307.693359
	Iteration 11Q: 3 clusters Score -6523495 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -6524432.000000 Penalty: 5307.693359
	Iteration 12Q: 3 clusters Score -6524432 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -6525228.500000 Penalty: 5307.693359
	Iteration 13Q: 3 clusters Score -6525228 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -6525826.500000 Penalty: 5307.693359
	Iteration 14Q: 3 clusters Score -6525826 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -6526267.500000 Penalty: 5307.693359
	Iteration 15Q: 3 clusters Score -6526268 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -6526601.500000 Penalty: 5307.693359
	Iteration 16Q: 3 clusters Score -6526602 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6526852.500000 Penalty: 5307.693359
	Iteration 17Q: 3 clusters Score -6526852 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -6527041.500000 Penalty: 5307.693359
	Iteration 18Q: 3 clusters Score -6527042 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -6527183.500000 Penalty: 5307.693359
	Iteration 19Q: 3 clusters Score -6527184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -6527283.500000 Penalty: 5307.693359
	Iteration 20F: 3 clusters Score -6527284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6527363.500000 Penalty: 5307.693359
	Iteration 21Q: 3 clusters Score -6527364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6527444.000000 Penalty: 5307.693359
	Iteration 22Q: 3 clusters Score -6527444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6527507.000000 Penalty: 5307.693359
	Iteration 23Q: 3 clusters Score -6527507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -6527548.500000 Penalty: 5307.693359
	Iteration 24Q: 3 clusters Score -6527548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -6527585.000000 Penalty: 5307.693359
	Iteration 25Q: 3 clusters Score -6527585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6527623.500000 Penalty: 5307.693359
	Iteration 26Q: 3 clusters Score -6527624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -6527666.000000 Penalty: 5307.693359
	Iteration 27Q: 3 clusters Score -6527666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6527690.500000 Penalty: 5307.693359
	Iteration 28Q: 3 clusters Score -6527690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -6527726.500000 Penalty: 5307.693359
	Iteration 29Q: 3 clusters Score -6527726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -6527738.500000 Penalty: 5307.693359
	Iteration 30Q: 3 clusters Score -6527738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6527741.500000 Penalty: 5307.693359
	Iteration 31Q: 3 clusters Score -6527742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6527759.000000 Penalty: 5307.693359
	Iteration 32Q: 3 clusters Score -6527759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -6527768.000000 Penalty: 5307.693359
	Iteration 33Q: 3 clusters Score -6527768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6527775.000000 Penalty: 5307.693359
	Iteration 34Q: 3 clusters Score -6527775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6527787.000000 Penalty: 5307.693359
	Iteration 35Q: 3 clusters Score -6527787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6527794.000000 Penalty: 5307.693359
	Iteration 36Q: 3 clusters Score -6527794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -6527789.500000 Penalty: 5307.693359
	Iteration 37Q: 3 clusters Score -6527790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -6527806.000000 Penalty: 5307.693359
	Iteration 38Q: 3 clusters Score -6527806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -6527800.000000 Penalty: 5307.693359
	Iteration 39Q: 3 clusters Score -6527800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -6527805.500000 Penalty: 5307.693359
	Iteration 40F: 3 clusters Score -6527806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -6527799.500000 Penalty: 5307.693359
	Iteration 41Q: 3 clusters Score -6527800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -6527800.500000 Penalty: 5307.693359
	Iteration 42Q: 3 clusters Score -6527800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -6527804.000000 Penalty: 5307.693359
	Iteration 43Q: 3 clusters Score -6527804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6527806.000000 Penalty: 5307.693359
	Iteration 44Q: 3 clusters Score -6527806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -6527808.500000 Penalty: 5307.693359
	Iteration 45Q: 3 clusters Score -6527808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -6527819.500000 Penalty: 5307.693359
	Iteration 46Q: 3 clusters Score -6527820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -6527828.000000 Penalty: 5307.693359
	Iteration 47Q: 3 clusters Score -6527828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -6527831.500000 Penalty: 5307.693359
	Iteration 48Q: 3 clusters Score -6527832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -6527836.000000 Penalty: 5307.693359
	Iteration 49Q: 3 clusters Score -6527836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -6527838.000000 Penalty: 5307.693359
	Iteration 50Q: 3 clusters Score -6527838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6527841.000000 Penalty: 5307.693359
	Iteration 51Q: 3 clusters Score -6527841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6527836.500000 Penalty: 5307.693359
	Iteration 52Q: 3 clusters Score -6527836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6527841.000000 Penalty: 5307.693359
	Iteration 53Q: 3 clusters Score -6527841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -6527841.500000 Penalty: 5307.693359
	Iteration 54Q: 3 clusters Score -6527842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -6527840.500000 Penalty: 5307.693359
	Iteration 55Q: 3 clusters Score -6527840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -6527840.500000 Penalty: 5307.693359
	Iteration 56Q: 3 clusters Score -6527840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -6527840.500000 Penalty: 5307.693359
	Iteration 57F: 3 clusters Score -6527840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (128296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Entering Unmasked Estep 
Score: -18851554.000000 Penalty: 2916.999756
	Iteration 0F: 2 clusters Score -1.885155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -18767362.000000 Penalty: 5833.999512
	Iteration 0F: 3 clusters Score -1.876736e+07 nChanged 61168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -18802792.000000 Penalty: 5833.999512
	Iteration 1F: 3 clusters Score -1.880279e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -18803904.000000 Penalty: 5833.999512
	Iteration 2Q: 3 clusters Score -1.88039e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -18805608.000000 Penalty: 5833.999512
	Iteration 3Q: 3 clusters Score -1.880561e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -18807842.000000 Penalty: 5833.999512
	Iteration 4Q: 3 clusters Score -1.880784e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -18810966.000000 Penalty: 5833.999512
	Iteration 5Q: 3 clusters Score -1.881097e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -18815270.000000 Penalty: 5833.999512
	Iteration 6F: 3 clusters Score -1.881527e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -18820360.000000 Penalty: 5833.999512
	Iteration 7F: 3 clusters Score -1.882036e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -18825878.000000 Penalty: 5833.999512
	Iteration 8F: 3 clusters Score -1.882588e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -18830836.000000 Penalty: 5833.999512
	Iteration 9F: 3 clusters Score -1.883084e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -18834290.000000 Penalty: 5833.999512
	Iteration 10F: 3 clusters Score -1.883429e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -18836258.000000 Penalty: 5833.999512
	Iteration 11Q: 3 clusters Score -1.883626e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -18837054.000000 Penalty: 5833.999512
	Iteration 12Q: 3 clusters Score -1.883705e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -18837562.000000 Penalty: 5833.999512
	Iteration 13Q: 3 clusters Score -1.883756e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -18838002.000000 Penalty: 5833.999512
	Iteration 14Q: 3 clusters Score -1.8838e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -18838360.000000 Penalty: 5833.999512
	Iteration 15Q: 3 clusters Score -1.883836e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -18838774.000000 Penalty: 5833.999512
	Iteration 16Q: 3 clusters Score -1.883877e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -18839104.000000 Penalty: 5833.999512
	Iteration 17Q: 3 clusters Score -1.88391e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -18839456.000000 Penalty: 5833.999512
	Iteration 18Q: 3 clusters Score -1.883946e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -18839722.000000 Penalty: 5833.999512
	Iteration 19Q: 3 clusters Score -1.883972e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -18839988.000000 Penalty: 5833.999512
	Iteration 20F: 3 clusters Score -1.883999e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -18840426.000000 Penalty: 5833.999512
	Iteration 21Q: 3 clusters Score -1.884043e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -18840598.000000 Penalty: 5833.999512
	Iteration 22Q: 3 clusters Score -1.88406e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -18840840.000000 Penalty: 5833.999512
	Iteration 23Q: 3 clusters Score -1.884084e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -18841158.000000 Penalty: 5833.999512
	Iteration 24Q: 3 clusters Score -1.884116e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -18841516.000000 Penalty: 5833.999512
	Iteration 25Q: 3 clusters Score -1.884152e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -18841768.000000 Penalty: 5833.999512
	Iteration 26Q: 3 clusters Score -1.884177e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -18842074.000000 Penalty: 5833.999512
	Iteration 27Q: 3 clusters Score -1.884207e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -18842312.000000 Penalty: 5833.999512
	Iteration 28Q: 3 clusters Score -1.884231e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -18842580.000000 Penalty: 5833.999512
	Iteration 29Q: 3 clusters Score -1.884258e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -18842826.000000 Penalty: 5833.999512
	Iteration 30Q: 3 clusters Score -1.884283e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -18843122.000000 Penalty: 5833.999512
	Iteration 31Q: 3 clusters Score -1.884312e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -18843368.000000 Penalty: 5833.999512
	Iteration 32Q: 3 clusters Score -1.884337e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -18843540.000000 Penalty: 5833.999512
	Iteration 33Q: 3 clusters Score -1.884354e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -18843708.000000 Penalty: 5833.999512
	Iteration 34Q: 3 clusters Score -1.884371e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -18843894.000000 Penalty: 5833.999512
	Iteration 35Q: 3 clusters Score -1.884389e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -18844120.000000 Penalty: 5833.999512
	Iteration 36Q: 3 clusters Score -1.884412e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -18844334.000000 Penalty: 5833.999512
	Iteration 37Q: 3 clusters Score -1.884433e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112272 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -18844560.000000 Penalty: 5833.999512
	Iteration 38Q: 3 clusters Score -1.884456e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -18844794.000000 Penalty: 5833.999512
	Iteration 39Q: 3 clusters Score -1.884479e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -18845012.000000 Penalty: 5833.999512
	Iteration 40F: 3 clusters Score -1.884501e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -18845194.000000 Penalty: 5833.999512
	Iteration 41Q: 3 clusters Score -1.884519e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115542 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -18845406.000000 Penalty: 5833.999512
	Iteration 42Q: 3 clusters Score -1.884541e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116316 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -18845582.000000 Penalty: 5833.999512
	Iteration 43Q: 3 clusters Score -1.884558e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -18845764.000000 Penalty: 5833.999512
	Iteration 44Q: 3 clusters Score -1.884576e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -18846020.000000 Penalty: 5833.999512
	Iteration 45Q: 3 clusters Score -1.884602e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -18846296.000000 Penalty: 5833.999512
	Iteration 46Q: 3 clusters Score -1.88463e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -18846432.000000 Penalty: 5833.999512
	Iteration 47Q: 3 clusters Score -1.884643e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -18846672.000000 Penalty: 5833.999512
	Iteration 48Q: 3 clusters Score -1.884667e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -18846836.000000 Penalty: 5833.999512
	Iteration 49Q: 3 clusters Score -1.884684e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -18847036.000000 Penalty: 5833.999512
	Iteration 50Q: 3 clusters Score -1.884704e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -18847206.000000 Penalty: 5833.999512
	Iteration 51Q: 3 clusters Score -1.884721e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -18847374.000000 Penalty: 5833.999512
	Iteration 52Q: 3 clusters Score -1.884737e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -18847450.000000 Penalty: 5833.999512
	Iteration 53Q: 3 clusters Score -1.884745e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -18847584.000000 Penalty: 5833.999512
	Iteration 54Q: 3 clusters Score -1.884758e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -18847728.000000 Penalty: 5833.999512
	Iteration 55Q: 3 clusters Score -1.884773e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123131 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -18847826.000000 Penalty: 5833.999512
	Iteration 56Q: 3 clusters Score -1.884783e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123407 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -18847836.000000 Penalty: 5833.999512
	Iteration 57Q: 3 clusters Score -1.884784e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -18847940.000000 Penalty: 5833.999512
	Iteration 58Q: 3 clusters Score -1.884794e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -18848100.000000 Penalty: 5833.999512
	Iteration 59Q: 3 clusters Score -1.88481e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -18848206.000000 Penalty: 5833.999512
	Iteration 60F: 3 clusters Score -1.884821e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -18848268.000000 Penalty: 5833.999512
	Iteration 61Q: 3 clusters Score -1.884827e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -18848326.000000 Penalty: 5833.999512
	Iteration 62Q: 3 clusters Score -1.884833e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -18848386.000000 Penalty: 5833.999512
	Iteration 63Q: 3 clusters Score -1.884839e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -18848436.000000 Penalty: 5833.999512
	Iteration 64Q: 3 clusters Score -1.884844e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -18848468.000000 Penalty: 5833.999512
	Iteration 65Q: 3 clusters Score -1.884847e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -18848498.000000 Penalty: 5833.999512
	Iteration 66Q: 3 clusters Score -1.88485e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18848560.000000 Penalty: 5833.999512
	Iteration 67Q: 3 clusters Score -1.884856e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -18848608.000000 Penalty: 5833.999512
	Iteration 68Q: 3 clusters Score -1.884861e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -18848610.000000 Penalty: 5833.999512
	Iteration 69Q: 3 clusters Score -1.884861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125510 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -18848646.000000 Penalty: 5833.999512
	Iteration 70Q: 3 clusters Score -1.884865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -18848686.000000 Penalty: 5833.999512
	Iteration 71Q: 3 clusters Score -1.884869e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18848752.000000 Penalty: 5833.999512
	Iteration 72Q: 3 clusters Score -1.884875e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125730 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18848760.000000 Penalty: 5833.999512
	Iteration 73Q: 3 clusters Score -1.884876e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18848792.000000 Penalty: 5833.999512
	Iteration 74Q: 3 clusters Score -1.884879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -18848794.000000 Penalty: 5833.999512
	Iteration 75Q: 3 clusters Score -1.884879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18848848.000000 Penalty: 5833.999512
	Iteration 76Q: 3 clusters Score -1.884885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -18848844.000000 Penalty: 5833.999512
	Iteration 77Q: 3 clusters Score -1.884884e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18848864.000000 Penalty: 5833.999512
	Iteration 78Q: 3 clusters Score -1.884886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18848870.000000 Penalty: 5833.999512
	Iteration 79Q: 3 clusters Score -1.884887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -18848890.000000 Penalty: 5833.999512
	Iteration 80F: 3 clusters Score -1.884889e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -18848902.000000 Penalty: 5833.999512
	Iteration 81Q: 3 clusters Score -1.88489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -18848926.000000 Penalty: 5833.999512
	Iteration 82Q: 3 clusters Score -1.884893e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18848924.000000 Penalty: 5833.999512
	Iteration 83Q: 3 clusters Score -1.884892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18848942.000000 Penalty: 5833.999512
	Iteration 84Q: 3 clusters Score -1.884894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126222 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18848958.000000 Penalty: 5833.999512
	Iteration 85Q: 3 clusters Score -1.884896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126245 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -18848956.000000 Penalty: 5833.999512
	Iteration 86Q: 3 clusters Score -1.884896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -18848980.000000 Penalty: 5833.999512
	Iteration 87Q: 3 clusters Score -1.884898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126285 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18848966.000000 Penalty: 5833.999512
	Iteration 88Q: 3 clusters Score -1.884897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -18848956.000000 Penalty: 5833.999512
	Iteration 89Q: 3 clusters Score -1.884896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18848972.000000 Penalty: 5833.999512
	Iteration 90Q: 3 clusters Score -1.884897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126330 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18848982.000000 Penalty: 5833.999512
	Iteration 91Q: 3 clusters Score -1.884898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18849000.000000 Penalty: 5833.999512
	Iteration 92Q: 3 clusters Score -1.8849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -18848998.000000 Penalty: 5833.999512
	Iteration 93Q: 3 clusters Score -1.8849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -18848988.000000 Penalty: 5833.999512
	Iteration 94Q: 3 clusters Score -1.884899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -18848998.000000 Penalty: 5833.999512
	Iteration 95Q: 3 clusters Score -1.8849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -18848984.000000 Penalty: 5833.999512
	Iteration 96Q: 3 clusters Score -1.884898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -18848986.000000 Penalty: 5833.999512
	Iteration 97Q: 3 clusters Score -1.884899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18848998.000000 Penalty: 5833.999512
	Iteration 98Q: 3 clusters Score -1.8849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18848992.000000 Penalty: 5833.999512
	Iteration 99Q: 3 clusters Score -1.884899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18848988.000000 Penalty: 5833.999512
	Iteration 100F: 3 clusters Score -1.884899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -18848986.000000 Penalty: 5833.999512
	Iteration 101Q: 3 clusters Score -1.884899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126360 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18848992.000000 Penalty: 5833.999512
	Iteration 102Q: 3 clusters Score -1.884899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126362 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -18848982.000000 Penalty: 5833.999512
	Iteration 103Q: 3 clusters Score -1.884898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126363 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18848984.000000 Penalty: 5833.999512
	Iteration 104Q: 3 clusters Score -1.884898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126366 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18848982.000000 Penalty: 5833.999512
	Iteration 105Q: 3 clusters Score -1.884898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18848994.000000 Penalty: 5833.999512
	Iteration 106Q: 3 clusters Score -1.884899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126380 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18848994.000000 Penalty: 5833.999512
	Iteration 107Q: 3 clusters Score -1.884899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18849010.000000 Penalty: 5833.999512
	Iteration 108Q: 3 clusters Score -1.884901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18849026.000000 Penalty: 5833.999512
	Iteration 109Q: 3 clusters Score -1.884903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -18849026.000000 Penalty: 5833.999512
	Iteration 110Q: 3 clusters Score -1.884903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18849028.000000 Penalty: 5833.999512
	Iteration 111Q: 3 clusters Score -1.884903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18849024.000000 Penalty: 5833.999512
	Iteration 112Q: 3 clusters Score -1.884902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18849022.000000 Penalty: 5833.999512
	Iteration 113Q: 3 clusters Score -1.884902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126433 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18849030.000000 Penalty: 5833.999512
	Iteration 114Q: 3 clusters Score -1.884903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18849032.000000 Penalty: 5833.999512
	Iteration 115Q: 3 clusters Score -1.884903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18849036.000000 Penalty: 5833.999512
	Iteration 116Q: 3 clusters Score -1.884904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18849028.000000 Penalty: 5833.999512
	Iteration 117Q: 3 clusters Score -1.884903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -18849018.000000 Penalty: 5833.999512
	Iteration 118Q: 3 clusters Score -1.884902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18849012.000000 Penalty: 5833.999512
	Iteration 119Q: 3 clusters Score -1.884901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18849018.000000 Penalty: 5833.999512
	Iteration 120F: 3 clusters Score -1.884902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18849010.000000 Penalty: 5833.999512
	Iteration 121Q: 3 clusters Score -1.884901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18849010.000000 Penalty: 5833.999512
	Iteration 122Q: 3 clusters Score -1.884901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18849020.000000 Penalty: 5833.999512
	Iteration 123Q: 3 clusters Score -1.884902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18849022.000000 Penalty: 5833.999512
	Iteration 124Q: 3 clusters Score -1.884902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18849016.000000 Penalty: 5833.999512
	Iteration 125Q: 3 clusters Score -1.884902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18849016.000000 Penalty: 5833.999512
	Iteration 126F: 3 clusters Score -1.884902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -1242851.625000 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -1242852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1235937.125000 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -1235937 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1237891.250000 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -1237891 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1238219.625000 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -1238220 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1238480.625000 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -1238481 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1238716.125000 Penalty: 4504.472168
	Iteration 4Q: 3 clusters Score -1238716 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1238931.500000 Penalty: 4504.472168
	Iteration 5Q: 3 clusters Score -1238932 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1239158.625000 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -1239159 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1239431.125000 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -1239431 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1239717.375000 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -1239717 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1239974.875000 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -1239975 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1240211.625000 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -1240212 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1240449.125000 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -1240449 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1240682.625000 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -1240683 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1240925.875000 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -1240926 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1241148.000000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -1241148 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1241314.625000 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -1241315 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1241451.875000 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -1241452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1241560.000000 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -1241560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1241630.125000 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -1241630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1241669.375000 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -1241669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1241697.250000 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -1241697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1241716.000000 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -1241716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1241725.625000 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -1241726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1241727.750000 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -1241728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1241729.125000 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -1241729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1241730.750000 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -1241731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1241731.625000 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -1241732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1241731.875000 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -1241732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1241731.875000 Penalty: 4504.472168
	Iteration 28F: 3 clusters Score -1241732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Entering Unmasked Estep 
Score: -6201705.500000 Penalty: 2646.879395
	Iteration 0F: 2 clusters Score -6201706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6172702.500000 Penalty: 5293.758789
	Iteration 0F: 3 clusters Score -6172702 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -6183702.000000 Penalty: 5293.758789
	Iteration 1F: 3 clusters Score -6183702 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -6184380.500000 Penalty: 5293.758789
	Iteration 2Q: 3 clusters Score -6184380 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -6185068.000000 Penalty: 5293.758789
	Iteration 3Q: 3 clusters Score -6185068 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -6185644.500000 Penalty: 5293.758789
	Iteration 4Q: 3 clusters Score -6185644 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -6186377.500000 Penalty: 5293.758789
	Iteration 5Q: 3 clusters Score -6186378 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -6187112.500000 Penalty: 5293.758789
	Iteration 6Q: 3 clusters Score -6187112 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -6187997.500000 Penalty: 5293.758789
	Iteration 7Q: 3 clusters Score -6187998 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -6188898.500000 Penalty: 5293.758789
	Iteration 8Q: 3 clusters Score -6188898 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6189945.500000 Penalty: 5293.758789
	Iteration 9Q: 3 clusters Score -6189946 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -6191039.500000 Penalty: 5293.758789
	Iteration 10Q: 3 clusters Score -6191040 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -6192125.500000 Penalty: 5293.758789
	Iteration 11Q: 3 clusters Score -6192126 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -6193221.000000 Penalty: 5293.758789
	Iteration 12Q: 3 clusters Score -6193221 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6194351.500000 Penalty: 5293.758789
	Iteration 13Q: 3 clusters Score -6194352 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -6195336.500000 Penalty: 5293.758789
	Iteration 14Q: 3 clusters Score -6195336 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6196279.000000 Penalty: 5293.758789
	Iteration 15Q: 3 clusters Score -6196279 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6197094.500000 Penalty: 5293.758789
	Iteration 16Q: 3 clusters Score -6197094 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6197742.500000 Penalty: 5293.758789
	Iteration 17Q: 3 clusters Score -6197742 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6198263.500000 Penalty: 5293.758789
	Iteration 18Q: 3 clusters Score -6198264 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6198653.500000 Penalty: 5293.758789
	Iteration 19Q: 3 clusters Score -6198654 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6198916.000000 Penalty: 5293.758789
	Iteration 20F: 3 clusters Score -6198916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6199081.000000 Penalty: 5293.758789
	Iteration 21Q: 3 clusters Score -6199081 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6199170.000000 Penalty: 5293.758789
	Iteration 22Q: 3 clusters Score -6199170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6199231.500000 Penalty: 5293.758789
	Iteration 23Q: 3 clusters Score -6199232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6199278.500000 Penalty: 5293.758789
	Iteration 24Q: 3 clusters Score -6199278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6199313.500000 Penalty: 5293.758789
	Iteration 25Q: 3 clusters Score -6199314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6199329.500000 Penalty: 5293.758789
	Iteration 26Q: 3 clusters Score -6199330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6199354.500000 Penalty: 5293.758789
	Iteration 27Q: 3 clusters Score -6199354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6199371.000000 Penalty: 5293.758789
	Iteration 28Q: 3 clusters Score -6199371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6199381.500000 Penalty: 5293.758789
	Iteration 29Q: 3 clusters Score -6199382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6199377.500000 Penalty: 5293.758789
	Iteration 30Q: 3 clusters Score -6199378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6199387.500000 Penalty: 5293.758789
	Iteration 31Q: 3 clusters Score -6199388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6199389.500000 Penalty: 5293.758789
	Iteration 32Q: 3 clusters Score -6199390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6199388.500000 Penalty: 5293.758789
	Iteration 33Q: 3 clusters Score -6199388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6199397.000000 Penalty: 5293.758789
	Iteration 34Q: 3 clusters Score -6199397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6199397.000000 Penalty: 5293.758789
	Iteration 35F: 3 clusters Score -6199397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Entering Unmasked Estep 
Score: -4850062.000000 Penalty: 2578.651123
	Iteration 0F: 2 clusters Score -4850062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4827506.500000 Penalty: 5157.302246
	Iteration 0F: 3 clusters Score -4827506 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4835551.500000 Penalty: 5157.302246
	Iteration 1F: 3 clusters Score -4835552 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4835986.500000 Penalty: 5157.302246
	Iteration 2Q: 3 clusters Score -4835986 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4836419.500000 Penalty: 5157.302246
	Iteration 3Q: 3 clusters Score -4836420 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4837005.000000 Penalty: 5157.302246
	Iteration 4Q: 3 clusters Score -4837005 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4837713.000000 Penalty: 5157.302246
	Iteration 5Q: 3 clusters Score -4837713 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4838682.000000 Penalty: 5157.302246
	Iteration 6F: 3 clusters Score -4838682 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4840102.000000 Penalty: 5157.302246
	Iteration 7F: 3 clusters Score -4840102 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4841749.000000 Penalty: 5157.302246
	Iteration 8F: 3 clusters Score -4841749 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4843535.000000 Penalty: 5157.302246
	Iteration 9F: 3 clusters Score -4843535 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4845037.500000 Penalty: 5157.302246
	Iteration 10Q: 3 clusters Score -4845038 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4846051.500000 Penalty: 5157.302246
	Iteration 11Q: 3 clusters Score -4846052 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4846576.500000 Penalty: 5157.302246
	Iteration 12Q: 3 clusters Score -4846576 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4846840.000000 Penalty: 5157.302246
	Iteration 13Q: 3 clusters Score -4846840 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4847033.500000 Penalty: 5157.302246
	Iteration 14Q: 3 clusters Score -4847034 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4847146.500000 Penalty: 5157.302246
	Iteration 15Q: 3 clusters Score -4847146 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4847242.000000 Penalty: 5157.302246
	Iteration 16Q: 3 clusters Score -4847242 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4847310.000000 Penalty: 5157.302246
	Iteration 17Q: 3 clusters Score -4847310 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4847364.000000 Penalty: 5157.302246
	Iteration 18Q: 3 clusters Score -4847364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -4847430.000000 Penalty: 5157.302246
	Iteration 19Q: 3 clusters Score -4847430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4847473.000000 Penalty: 5157.302246
	Iteration 20F: 3 clusters Score -4847473 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4847514.000000 Penalty: 5157.302246
	Iteration 21Q: 3 clusters Score -4847514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4847532.500000 Penalty: 5157.302246
	Iteration 22Q: 3 clusters Score -4847532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4847564.000000 Penalty: 5157.302246
	Iteration 23Q: 3 clusters Score -4847564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4847584.000000 Penalty: 5157.302246
	Iteration 24Q: 3 clusters Score -4847584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4847608.500000 Penalty: 5157.302246
	Iteration 25Q: 3 clusters Score -4847608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4847625.000000 Penalty: 5157.302246
	Iteration 26Q: 3 clusters Score -4847625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4847643.000000 Penalty: 5157.302246
	Iteration 27Q: 3 clusters Score -4847643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4847665.500000 Penalty: 5157.302246
	Iteration 28Q: 3 clusters Score -4847666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4847683.500000 Penalty: 5157.302246
	Iteration 29Q: 3 clusters Score -4847684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4847702.500000 Penalty: 5157.302246
	Iteration 30Q: 3 clusters Score -4847702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4847719.000000 Penalty: 5157.302246
	Iteration 31Q: 3 clusters Score -4847719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4847734.500000 Penalty: 5157.302246
	Iteration 32Q: 3 clusters Score -4847734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4847750.500000 Penalty: 5157.302246
	Iteration 33Q: 3 clusters Score -4847750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4847774.500000 Penalty: 5157.302246
	Iteration 34Q: 3 clusters Score -4847774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4847787.000000 Penalty: 5157.302246
	Iteration 35Q: 3 clusters Score -4847787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4847802.000000 Penalty: 5157.302246
	Iteration 36Q: 3 clusters Score -4847802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4847809.000000 Penalty: 5157.302246
	Iteration 37Q: 3 clusters Score -4847809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4847809.000000 Penalty: 5157.302246
	Iteration 38Q: 3 clusters Score -4847809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4847815.000000 Penalty: 5157.302246
	Iteration 39Q: 3 clusters Score -4847815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4847815.500000 Penalty: 5157.302246
	Iteration 40F: 3 clusters Score -4847816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4847822.500000 Penalty: 5157.302246
	Iteration 41Q: 3 clusters Score -4847822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4847824.500000 Penalty: 5157.302246
	Iteration 42Q: 3 clusters Score -4847824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4847837.500000 Penalty: 5157.302246
	Iteration 43Q: 3 clusters Score -4847838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4847839.500000 Penalty: 5157.302246
	Iteration 44Q: 3 clusters Score -4847840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4847850.000000 Penalty: 5157.302246
	Iteration 45Q: 3 clusters Score -4847850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4847848.000000 Penalty: 5157.302246
	Iteration 46Q: 3 clusters Score -4847848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4847855.000000 Penalty: 5157.302246
	Iteration 47Q: 3 clusters Score -4847855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4847855.000000 Penalty: 5157.302246
	Iteration 48Q: 3 clusters Score -4847855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4847856.500000 Penalty: 5157.302246
	Iteration 49Q: 3 clusters Score -4847856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4847854.500000 Penalty: 5157.302246
	Iteration 50Q: 3 clusters Score -4847854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4847852.500000 Penalty: 5157.302246
	Iteration 51Q: 3 clusters Score -4847852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4847856.500000 Penalty: 5157.302246
	Iteration 52Q: 3 clusters Score -4847856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4847853.000000 Penalty: 5157.302246
	Iteration 53Q: 3 clusters Score -4847853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4847856.000000 Penalty: 5157.302246
	Iteration 54Q: 3 clusters Score -4847856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4847854.000000 Penalty: 5157.302246
	Iteration 55Q: 3 clusters Score -4847854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4847856.000000 Penalty: 5157.302246
	Iteration 56Q: 3 clusters Score -4847856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4847858.000000 Penalty: 5157.302246
	Iteration 57Q: 3 clusters Score -4847858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4847850.000000 Penalty: 5157.302246
	Iteration 58Q: 3 clusters Score -4847850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4847852.500000 Penalty: 5157.302246
	Iteration 59Q: 3 clusters Score -4847852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4847852.500000 Penalty: 5157.302246
	Iteration 60F: 3 clusters Score -4847852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Entering Unmasked Estep 
Score: -4959393.000000 Penalty: 2583.297119
	Iteration 0F: 2 clusters Score -4959393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4936640.500000 Penalty: 5166.594238
	Iteration 0F: 3 clusters Score -4936640 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4944906.000000 Penalty: 5166.594238
	Iteration 1F: 3 clusters Score -4944906 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4945286.500000 Penalty: 5166.594238
	Iteration 2Q: 3 clusters Score -4945286 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4945587.000000 Penalty: 5166.594238
	Iteration 3Q: 3 clusters Score -4945587 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4945900.000000 Penalty: 5166.594238
	Iteration 4Q: 3 clusters Score -4945900 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4946179.000000 Penalty: 5166.594238
	Iteration 5Q: 3 clusters Score -4946179 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4946493.500000 Penalty: 5166.594238
	Iteration 6Q: 3 clusters Score -4946494 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4946891.000000 Penalty: 5166.594238
	Iteration 7Q: 3 clusters Score -4946891 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4947423.500000 Penalty: 5166.594238
	Iteration 8Q: 3 clusters Score -4947424 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4948291.000000 Penalty: 5166.594238
	Iteration 9Q: 3 clusters Score -4948291 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4949435.000000 Penalty: 5166.594238
	Iteration 10F: 3 clusters Score -4949435 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4950926.500000 Penalty: 5166.594238
	Iteration 11F: 3 clusters Score -4950926 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4952562.500000 Penalty: 5166.594238
	Iteration 12F: 3 clusters Score -4952562 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4953933.500000 Penalty: 5166.594238
	Iteration 13Q: 3 clusters Score -4953934 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4954763.000000 Penalty: 5166.594238
	Iteration 14Q: 3 clusters Score -4954763 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4955209.500000 Penalty: 5166.594238
	Iteration 15Q: 3 clusters Score -4955210 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4955491.500000 Penalty: 5166.594238
	Iteration 16Q: 3 clusters Score -4955492 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4955657.000000 Penalty: 5166.594238
	Iteration 17Q: 3 clusters Score -4955657 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4955804.500000 Penalty: 5166.594238
	Iteration 18Q: 3 clusters Score -4955804 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4955967.500000 Penalty: 5166.594238
	Iteration 19Q: 3 clusters Score -4955968 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4956101.500000 Penalty: 5166.594238
	Iteration 20F: 3 clusters Score -4956102 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4956207.000000 Penalty: 5166.594238
	Iteration 21Q: 3 clusters Score -4956207 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4956301.500000 Penalty: 5166.594238
	Iteration 22Q: 3 clusters Score -4956302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4956396.500000 Penalty: 5166.594238
	Iteration 23Q: 3 clusters Score -4956396 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4956493.000000 Penalty: 5166.594238
	Iteration 24Q: 3 clusters Score -4956493 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4956576.000000 Penalty: 5166.594238
	Iteration 25Q: 3 clusters Score -4956576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4956637.500000 Penalty: 5166.594238
	Iteration 26Q: 3 clusters Score -4956638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4956688.500000 Penalty: 5166.594238
	Iteration 27Q: 3 clusters Score -4956688 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4956734.000000 Penalty: 5166.594238
	Iteration 28Q: 3 clusters Score -4956734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4956786.500000 Penalty: 5166.594238
	Iteration 29Q: 3 clusters Score -4956786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4956798.000000 Penalty: 5166.594238
	Iteration 30Q: 3 clusters Score -4956798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4956834.000000 Penalty: 5166.594238
	Iteration 31Q: 3 clusters Score -4956834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4956866.500000 Penalty: 5166.594238
	Iteration 32Q: 3 clusters Score -4956866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4956892.500000 Penalty: 5166.594238
	Iteration 33Q: 3 clusters Score -4956892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4956914.500000 Penalty: 5166.594238
	Iteration 34Q: 3 clusters Score -4956914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4956926.000000 Penalty: 5166.594238
	Iteration 35Q: 3 clusters Score -4956926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4956937.000000 Penalty: 5166.594238
	Iteration 36Q: 3 clusters Score -4956937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4956931.000000 Penalty: 5166.594238
	Iteration 37Q: 3 clusters Score -4956931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4956955.500000 Penalty: 5166.594238
	Iteration 38Q: 3 clusters Score -4956956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4956968.000000 Penalty: 5166.594238
	Iteration 39Q: 3 clusters Score -4956968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4956990.000000 Penalty: 5166.594238
	Iteration 40F: 3 clusters Score -4956990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4957000.000000 Penalty: 5166.594238
	Iteration 41Q: 3 clusters Score -4957000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4957021.000000 Penalty: 5166.594238
	Iteration 42Q: 3 clusters Score -4957021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4957030.000000 Penalty: 5166.594238
	Iteration 43Q: 3 clusters Score -4957030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4957038.000000 Penalty: 5166.594238
	Iteration 44Q: 3 clusters Score -4957038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4957050.500000 Penalty: 5166.594238
	Iteration 45Q: 3 clusters Score -4957050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4957059.000000 Penalty: 5166.594238
	Iteration 46Q: 3 clusters Score -4957059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4957074.500000 Penalty: 5166.594238
	Iteration 47Q: 3 clusters Score -4957074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4957076.500000 Penalty: 5166.594238
	Iteration 48Q: 3 clusters Score -4957076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4957092.500000 Penalty: 5166.594238
	Iteration 49Q: 3 clusters Score -4957092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4957097.000000 Penalty: 5166.594238
	Iteration 50Q: 3 clusters Score -4957097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4957099.000000 Penalty: 5166.594238
	Iteration 51Q: 3 clusters Score -4957099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4957100.000000 Penalty: 5166.594238
	Iteration 52Q: 3 clusters Score -4957100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4957099.000000 Penalty: 5166.594238
	Iteration 53Q: 3 clusters Score -4957099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4957098.500000 Penalty: 5166.594238
	Iteration 54Q: 3 clusters Score -4957098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4957101.500000 Penalty: 5166.594238
	Iteration 55Q: 3 clusters Score -4957102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4957103.000000 Penalty: 5166.594238
	Iteration 56Q: 3 clusters Score -4957103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4957108.500000 Penalty: 5166.594238
	Iteration 57Q: 3 clusters Score -4957108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4957107.000000 Penalty: 5166.594238
	Iteration 58Q: 3 clusters Score -4957107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4957108.000000 Penalty: 5166.594238
	Iteration 59Q: 3 clusters Score -4957108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4957112.500000 Penalty: 5166.594238
	Iteration 60F: 3 clusters Score -4957112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4957112.500000 Penalty: 5166.594238
	Iteration 61Q: 3 clusters Score -4957112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4957109.500000 Penalty: 5166.594238
	Iteration 62Q: 3 clusters Score -4957110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4957112.500000 Penalty: 5166.594238
	Iteration 63Q: 3 clusters Score -4957112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4957118.500000 Penalty: 5166.594238
	Iteration 64Q: 3 clusters Score -4957118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4957120.500000 Penalty: 5166.594238
	Iteration 65Q: 3 clusters Score -4957120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4957126.000000 Penalty: 5166.594238
	Iteration 66Q: 3 clusters Score -4957126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4957124.500000 Penalty: 5166.594238
	Iteration 67Q: 3 clusters Score -4957124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4957120.500000 Penalty: 5166.594238
	Iteration 68Q: 3 clusters Score -4957120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4957121.000000 Penalty: 5166.594238
	Iteration 69Q: 3 clusters Score -4957121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4957116.500000 Penalty: 5166.594238
	Iteration 70Q: 3 clusters Score -4957116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4957118.500000 Penalty: 5166.594238
	Iteration 71Q: 3 clusters Score -4957118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4957122.500000 Penalty: 5166.594238
	Iteration 72Q: 3 clusters Score -4957122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4957120.500000 Penalty: 5166.594238
	Iteration 73Q: 3 clusters Score -4957120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4957120.500000 Penalty: 5166.594238
	Iteration 74F: 3 clusters Score -4957120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -83153.484375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -83153.48 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 390 members 
Entering Unmasked Estep 
Score: -81640.851562 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -81640.85 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82093.101562 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -82093.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82692.156250 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -82692.16 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -83233.453125 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -83233.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -83629.484375 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -83629.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -83791.781250 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -83791.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83807.570312 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -83807.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83815.859375 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -83815.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83821.757812 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -83821.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83821.757812 Penalty: 3313.704102
	Iteration 9F: 3 clusters Score -83821.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 128296 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43170 members 
Mstep: Class 8 contains 32787 members 
Mstep: Class 9 contains 33407 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25676 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43558 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23223 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98624 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198060 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 130 members 
Entering Unmasked Estep 
Score: -128965896.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128966952.000000 to -128965896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Entering Unmasked Estep 
Score: -5554063.500000 Penalty: 2628.732910
	Iteration 0F: 2 clusters Score -5554064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5526887.000000 Penalty: 5257.465820
	Iteration 0F: 3 clusters Score -5526887 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -5537216.000000 Penalty: 5257.465820
	Iteration 1F: 3 clusters Score -5537216 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5537963.500000 Penalty: 5257.465820
	Iteration 2Q: 3 clusters Score -5537964 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5538838.000000 Penalty: 5257.465820
	Iteration 3Q: 3 clusters Score -5538838 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5539940.500000 Penalty: 5257.465820
	Iteration 4F: 3 clusters Score -5539940 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5541026.500000 Penalty: 5257.465820
	Iteration 5F: 3 clusters Score -5541026 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5542055.000000 Penalty: 5257.465820
	Iteration 6F: 3 clusters Score -5542055 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5542902.000000 Penalty: 5257.465820
	Iteration 7Q: 3 clusters Score -5542902 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5543500.500000 Penalty: 5257.465820
	Iteration 8Q: 3 clusters Score -5543500 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5544009.500000 Penalty: 5257.465820
	Iteration 9Q: 3 clusters Score -5544010 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5544369.000000 Penalty: 5257.465820
	Iteration 10Q: 3 clusters Score -5544369 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5544645.000000 Penalty: 5257.465820
	Iteration 11Q: 3 clusters Score -5544645 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5544865.000000 Penalty: 5257.465820
	Iteration 12Q: 3 clusters Score -5544865 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5545155.500000 Penalty: 5257.465820
	Iteration 13Q: 3 clusters Score -5545156 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5545434.500000 Penalty: 5257.465820
	Iteration 14Q: 3 clusters Score -5545434 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -5545660.000000 Penalty: 5257.465820
	Iteration 15Q: 3 clusters Score -5545660 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5545876.500000 Penalty: 5257.465820
	Iteration 16Q: 3 clusters Score -5545876 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5546100.000000 Penalty: 5257.465820
	Iteration 17Q: 3 clusters Score -5546100 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5546287.000000 Penalty: 5257.465820
	Iteration 18Q: 3 clusters Score -5546287 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5546447.500000 Penalty: 5257.465820
	Iteration 19Q: 3 clusters Score -5546448 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -5546567.500000 Penalty: 5257.465820
	Iteration 20F: 3 clusters Score -5546568 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5546679.000000 Penalty: 5257.465820
	Iteration 21Q: 3 clusters Score -5546679 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5546742.000000 Penalty: 5257.465820
	Iteration 22Q: 3 clusters Score -5546742 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -5546794.000000 Penalty: 5257.465820
	Iteration 23Q: 3 clusters Score -5546794 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5546863.000000 Penalty: 5257.465820
	Iteration 24Q: 3 clusters Score -5546863 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5546918.000000 Penalty: 5257.465820
	Iteration 25Q: 3 clusters Score -5546918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5546970.000000 Penalty: 5257.465820
	Iteration 26Q: 3 clusters Score -5546970 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5547015.500000 Penalty: 5257.465820
	Iteration 27Q: 3 clusters Score -5547016 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5547062.500000 Penalty: 5257.465820
	Iteration 28Q: 3 clusters Score -5547062 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5547089.000000 Penalty: 5257.465820
	Iteration 29Q: 3 clusters Score -5547089 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5547152.000000 Penalty: 5257.465820
	Iteration 30Q: 3 clusters Score -5547152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5547192.500000 Penalty: 5257.465820
	Iteration 31Q: 3 clusters Score -5547192 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5547222.500000 Penalty: 5257.465820
	Iteration 32Q: 3 clusters Score -5547222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5547308.000000 Penalty: 5257.465820
	Iteration 33Q: 3 clusters Score -5547308 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5547384.500000 Penalty: 5257.465820
	Iteration 34Q: 3 clusters Score -5547384 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5547466.000000 Penalty: 5257.465820
	Iteration 35Q: 3 clusters Score -5547466 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5547533.000000 Penalty: 5257.465820
	Iteration 36Q: 3 clusters Score -5547533 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5547696.000000 Penalty: 5257.465820
	Iteration 37Q: 3 clusters Score -5547696 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5547815.000000 Penalty: 5257.465820
	Iteration 38Q: 3 clusters Score -5547815 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -5547966.000000 Penalty: 5257.465820
	Iteration 39Q: 3 clusters Score -5547966 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5548129.000000 Penalty: 5257.465820
	Iteration 40F: 3 clusters Score -5548129 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -5548313.000000 Penalty: 5257.465820
	Iteration 41Q: 3 clusters Score -5548313 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -5548528.500000 Penalty: 5257.465820
	Iteration 42Q: 3 clusters Score -5548528 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -5548764.000000 Penalty: 5257.465820
	Iteration 43Q: 3 clusters Score -5548764 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5548975.500000 Penalty: 5257.465820
	Iteration 44Q: 3 clusters Score -5548976 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5549329.000000 Penalty: 5257.465820
	Iteration 45Q: 3 clusters Score -5549329 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5549646.000000 Penalty: 5257.465820
	Iteration 46Q: 3 clusters Score -5549646 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -5549932.500000 Penalty: 5257.465820
	Iteration 47Q: 3 clusters Score -5549932 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -5550258.500000 Penalty: 5257.465820
	Iteration 48Q: 3 clusters Score -5550258 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5550540.500000 Penalty: 5257.465820
	Iteration 49Q: 3 clusters Score -5550540 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5550824.500000 Penalty: 5257.465820
	Iteration 50Q: 3 clusters Score -5550824 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5551064.000000 Penalty: 5257.465820
	Iteration 51Q: 3 clusters Score -5551064 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5551316.500000 Penalty: 5257.465820
	Iteration 52Q: 3 clusters Score -5551316 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5551514.000000 Penalty: 5257.465820
	Iteration 53Q: 3 clusters Score -5551514 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5551668.500000 Penalty: 5257.465820
	Iteration 54Q: 3 clusters Score -5551668 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5551815.000000 Penalty: 5257.465820
	Iteration 55Q: 3 clusters Score -5551815 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5551945.500000 Penalty: 5257.465820
	Iteration 56Q: 3 clusters Score -5551946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5552043.500000 Penalty: 5257.465820
	Iteration 57Q: 3 clusters Score -5552044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5552106.000000 Penalty: 5257.465820
	Iteration 58Q: 3 clusters Score -5552106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5552175.000000 Penalty: 5257.465820
	Iteration 59Q: 3 clusters Score -5552175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5552209.000000 Penalty: 5257.465820
	Iteration 60F: 3 clusters Score -5552209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5552227.500000 Penalty: 5257.465820
	Iteration 61Q: 3 clusters Score -5552228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5552249.500000 Penalty: 5257.465820
	Iteration 62Q: 3 clusters Score -5552250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5552270.000000 Penalty: 5257.465820
	Iteration 63Q: 3 clusters Score -5552270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5552277.500000 Penalty: 5257.465820
	Iteration 64Q: 3 clusters Score -5552278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5552289.000000 Penalty: 5257.465820
	Iteration 65Q: 3 clusters Score -5552289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5552289.500000 Penalty: 5257.465820
	Iteration 66Q: 3 clusters Score -5552290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5552292.500000 Penalty: 5257.465820
	Iteration 67Q: 3 clusters Score -5552292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5552291.500000 Penalty: 5257.465820
	Iteration 68Q: 3 clusters Score -5552292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5552291.000000 Penalty: 5257.465820
	Iteration 69Q: 3 clusters Score -5552291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5552293.000000 Penalty: 5257.465820
	Iteration 70Q: 3 clusters Score -5552293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5552303.500000 Penalty: 5257.465820
	Iteration 71Q: 3 clusters Score -5552304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5552301.000000 Penalty: 5257.465820
	Iteration 72Q: 3 clusters Score -5552301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5552305.000000 Penalty: 5257.465820
	Iteration 73Q: 3 clusters Score -5552305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5552310.000000 Penalty: 5257.465820
	Iteration 74Q: 3 clusters Score -5552310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5552314.000000 Penalty: 5257.465820
	Iteration 75Q: 3 clusters Score -5552314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5552314.000000 Penalty: 5257.465820
	Iteration 76Q: 3 clusters Score -5552314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5552312.000000 Penalty: 5257.465820
	Iteration 77Q: 3 clusters Score -5552312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5552308.500000 Penalty: 5257.465820
	Iteration 78Q: 3 clusters Score -5552308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5552308.000000 Penalty: 5257.465820
	Iteration 79Q: 3 clusters Score -5552308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5552307.500000 Penalty: 5257.465820
	Iteration 80F: 3 clusters Score -5552308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Entering Unmasked Estep 
Score: -3811234.250000 Penalty: 2518.021240
	Iteration 0F: 2 clusters Score -3811234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3793529.000000 Penalty: 5036.042480
	Iteration 0F: 3 clusters Score -3793529 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3799658.500000 Penalty: 5036.042480
	Iteration 1F: 3 clusters Score -3799658 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3800125.250000 Penalty: 5036.042480
	Iteration 2F: 3 clusters Score -3800125 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3800556.000000 Penalty: 5036.042480
	Iteration 3Q: 3 clusters Score -3800556 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3800960.250000 Penalty: 5036.042480
	Iteration 4Q: 3 clusters Score -3800960 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3801385.750000 Penalty: 5036.042480
	Iteration 5Q: 3 clusters Score -3801386 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3801942.750000 Penalty: 5036.042480
	Iteration 6Q: 3 clusters Score -3801943 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3802670.750000 Penalty: 5036.042480
	Iteration 7Q: 3 clusters Score -3802671 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3803558.000000 Penalty: 5036.042480
	Iteration 8F: 3 clusters Score -3803558 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3804593.750000 Penalty: 5036.042480
	Iteration 9F: 3 clusters Score -3804594 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3805666.250000 Penalty: 5036.042480
	Iteration 10F: 3 clusters Score -3805666 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3806639.500000 Penalty: 5036.042480
	Iteration 11Q: 3 clusters Score -3806640 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3807407.000000 Penalty: 5036.042480
	Iteration 12Q: 3 clusters Score -3807407 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3807922.250000 Penalty: 5036.042480
	Iteration 13Q: 3 clusters Score -3807922 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3808245.750000 Penalty: 5036.042480
	Iteration 14Q: 3 clusters Score -3808246 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3808479.750000 Penalty: 5036.042480
	Iteration 15Q: 3 clusters Score -3808480 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3808639.750000 Penalty: 5036.042480
	Iteration 16Q: 3 clusters Score -3808640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3808761.750000 Penalty: 5036.042480
	Iteration 17Q: 3 clusters Score -3808762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3808842.000000 Penalty: 5036.042480
	Iteration 18Q: 3 clusters Score -3808842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3808884.250000 Penalty: 5036.042480
	Iteration 19Q: 3 clusters Score -3808884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3808918.750000 Penalty: 5036.042480
	Iteration 20F: 3 clusters Score -3808919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3808935.750000 Penalty: 5036.042480
	Iteration 21Q: 3 clusters Score -3808936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3808962.500000 Penalty: 5036.042480
	Iteration 22Q: 3 clusters Score -3808962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3808981.000000 Penalty: 5036.042480
	Iteration 23Q: 3 clusters Score -3808981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3808997.000000 Penalty: 5036.042480
	Iteration 24Q: 3 clusters Score -3808997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3809005.500000 Penalty: 5036.042480
	Iteration 25Q: 3 clusters Score -3809006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3809015.500000 Penalty: 5036.042480
	Iteration 26Q: 3 clusters Score -3809016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3809028.750000 Penalty: 5036.042480
	Iteration 27Q: 3 clusters Score -3809029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3809037.750000 Penalty: 5036.042480
	Iteration 28Q: 3 clusters Score -3809038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3809045.500000 Penalty: 5036.042480
	Iteration 29Q: 3 clusters Score -3809046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3809056.000000 Penalty: 5036.042480
	Iteration 30Q: 3 clusters Score -3809056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3809055.250000 Penalty: 5036.042480
	Iteration 31Q: 3 clusters Score -3809055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3809061.000000 Penalty: 5036.042480
	Iteration 32Q: 3 clusters Score -3809061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3809063.500000 Penalty: 5036.042480
	Iteration 33Q: 3 clusters Score -3809064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3809066.750000 Penalty: 5036.042480
	Iteration 34Q: 3 clusters Score -3809067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3809066.000000 Penalty: 5036.042480
	Iteration 35Q: 3 clusters Score -3809066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3809068.000000 Penalty: 5036.042480
	Iteration 36Q: 3 clusters Score -3809068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3809071.500000 Penalty: 5036.042480
	Iteration 37Q: 3 clusters Score -3809072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3809074.250000 Penalty: 5036.042480
	Iteration 38Q: 3 clusters Score -3809074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3809077.750000 Penalty: 5036.042480
	Iteration 39Q: 3 clusters Score -3809078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3809079.000000 Penalty: 5036.042480
	Iteration 40F: 3 clusters Score -3809079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3809079.250000 Penalty: 5036.042480
	Iteration 41Q: 3 clusters Score -3809079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3809079.750000 Penalty: 5036.042480
	Iteration 42Q: 3 clusters Score -3809080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3809079.750000 Penalty: 5036.042480
	Iteration 43F: 3 clusters Score -3809080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -244021.218750 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -244021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241498.625000 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -241498.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -241949.343750 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -241949.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -242140.984375 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -242141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -242259.796875 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -242259.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -242345.703125 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -242345.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -242427.500000 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -242427.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -242504.296875 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -242504.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242572.078125 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -242572.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242632.203125 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -242632.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -242668.625000 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -242668.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242695.453125 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -242695.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -242721.703125 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -242721.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242753.265625 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -242753.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -242780.109375 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -242780.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -242806.312500 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -242806.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242828.718750 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -242828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242841.718750 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -242841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242851.562500 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -242851.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -242862.812500 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -242862.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -242876.359375 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -242876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -242880.578125 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -242880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242882.609375 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -242882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242882.609375 Penalty: 3751.604980
	Iteration 22F: 3 clusters Score -242882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120147.195312 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120147.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120560.835938 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120560.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120765.484375 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -120765.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120924.351562 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -120924.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -120995.609375 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -120995.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121055.117188 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -121055.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121151.242188 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -121151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121235.156250 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -121235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121339.382812 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121339.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121415.484375 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121415.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121460.164062 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121490.773438 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -121490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121535.101562 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -121535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121582.562500 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -121582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121637.132812 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -121637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121719.703125 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -121719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121809.289062 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -121809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121868.671875 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -121868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121869.976562 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -121870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121873.960938 Penalty: 3380.013184
	Iteration 19F: 3 clusters Score -121874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121882.109375 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -121882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121898.398438 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -121898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121928.593750 Penalty: 3380.013184
	Iteration 22Q: 3 clusters Score -121928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121938.742188 Penalty: 3380.013184
	Iteration 23Q: 3 clusters Score -121938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121938.742188 Penalty: 3380.013184
	Iteration 24F: 3 clusters Score -121938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Entering Unmasked Estep 
Score: -1534755.500000 Penalty: 2330.267334
	Iteration 0F: 2 clusters Score -1534756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1525822.375000 Penalty: 4660.534668
	Iteration 0F: 3 clusters Score -1525822 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1528515.125000 Penalty: 4660.534668
	Iteration 1F: 3 clusters Score -1528515 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1529042.375000 Penalty: 4660.534668
	Iteration 2F: 3 clusters Score -1529042 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1529553.500000 Penalty: 4660.534668
	Iteration 3F: 3 clusters Score -1529554 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1530132.125000 Penalty: 4660.534668
	Iteration 4F: 3 clusters Score -1530132 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1530784.750000 Penalty: 4660.534668
	Iteration 5F: 3 clusters Score -1530785 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1531549.875000 Penalty: 4660.534668
	Iteration 6F: 3 clusters Score -1531550 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1532325.125000 Penalty: 4660.534668
	Iteration 7F: 3 clusters Score -1532325 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1532929.625000 Penalty: 4660.534668
	Iteration 8F: 3 clusters Score -1532930 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1533314.875000 Penalty: 4660.534668
	Iteration 9Q: 3 clusters Score -1533315 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1533512.750000 Penalty: 4660.534668
	Iteration 10Q: 3 clusters Score -1533513 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1533637.000000 Penalty: 4660.534668
	Iteration 11Q: 3 clusters Score -1533637 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1533723.750000 Penalty: 4660.534668
	Iteration 12Q: 3 clusters Score -1533724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1533787.750000 Penalty: 4660.534668
	Iteration 13Q: 3 clusters Score -1533788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1533839.000000 Penalty: 4660.534668
	Iteration 14Q: 3 clusters Score -1533839 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1533903.375000 Penalty: 4660.534668
	Iteration 15Q: 3 clusters Score -1533903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1533957.875000 Penalty: 4660.534668
	Iteration 16Q: 3 clusters Score -1533958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1534012.625000 Penalty: 4660.534668
	Iteration 17Q: 3 clusters Score -1534013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1534072.250000 Penalty: 4660.534668
	Iteration 18Q: 3 clusters Score -1534072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1534135.625000 Penalty: 4660.534668
	Iteration 19Q: 3 clusters Score -1534136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1534216.625000 Penalty: 4660.534668
	Iteration 20F: 3 clusters Score -1534217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1534274.750000 Penalty: 4660.534668
	Iteration 21Q: 3 clusters Score -1534275 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1534322.000000 Penalty: 4660.534668
	Iteration 22Q: 3 clusters Score -1534322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1534357.250000 Penalty: 4660.534668
	Iteration 23Q: 3 clusters Score -1534357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1534375.625000 Penalty: 4660.534668
	Iteration 24Q: 3 clusters Score -1534376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1534389.000000 Penalty: 4660.534668
	Iteration 25Q: 3 clusters Score -1534389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1534389.250000 Penalty: 4660.534668
	Iteration 26Q: 3 clusters Score -1534389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1534391.500000 Penalty: 4660.534668
	Iteration 27Q: 3 clusters Score -1534392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1534393.500000 Penalty: 4660.534668
	Iteration 28Q: 3 clusters Score -1534394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1534400.500000 Penalty: 4660.534668
	Iteration 29Q: 3 clusters Score -1534400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1534403.125000 Penalty: 4660.534668
	Iteration 30Q: 3 clusters Score -1534403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1534401.500000 Penalty: 4660.534668
	Iteration 31Q: 3 clusters Score -1534402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1534402.875000 Penalty: 4660.534668
	Iteration 32Q: 3 clusters Score -1534403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1534407.125000 Penalty: 4660.534668
	Iteration 33Q: 3 clusters Score -1534407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1534404.875000 Penalty: 4660.534668
	Iteration 34Q: 3 clusters Score -1534405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1534407.250000 Penalty: 4660.534668
	Iteration 35Q: 3 clusters Score -1534407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1534406.625000 Penalty: 4660.534668
	Iteration 36Q: 3 clusters Score -1534407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1534406.875000 Penalty: 4660.534668
	Iteration 37Q: 3 clusters Score -1534407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1534408.500000 Penalty: 4660.534668
	Iteration 38Q: 3 clusters Score -1534408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1534406.000000 Penalty: 4660.534668
	Iteration 39Q: 3 clusters Score -1534406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1534405.125000 Penalty: 4660.534668
	Iteration 40F: 3 clusters Score -1534405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1534404.750000 Penalty: 4660.534668
	Iteration 41Q: 3 clusters Score -1534405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1534406.625000 Penalty: 4660.534668
	Iteration 42Q: 3 clusters Score -1534407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1534406.625000 Penalty: 4660.534668
	Iteration 43F: 3 clusters Score -1534407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -438181.218750 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -438181.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -434886.656250 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -434886.7 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -435500.593750 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -435500.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -435642.093750 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -435642.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -435761.093750 Penalty: 3975.602539
	Iteration 3Q: 3 clusters Score -435761.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -435847.437500 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -435847.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -435924.781250 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -435924.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -435980.531250 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -435980.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -436031.187500 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -436031.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -436076.531250 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -436076.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -436103.937500 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -436103.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -436121.812500 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -436121.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -436137.562500 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -436137.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -436153.937500 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -436153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -436165.312500 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -436165.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -436176.968750 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -436177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -436184.531250 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -436184.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -436189.406250 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -436189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -436198.375000 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -436198.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -436205.281250 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -436205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436215.812500 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -436215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -436220.437500 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -436220.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -436225.937500 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -436225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436229.031250 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -436229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -436231.875000 Penalty: 3975.602539
	Iteration 23Q: 3 clusters Score -436231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -436234.625000 Penalty: 3975.602539
	Iteration 24Q: 3 clusters Score -436234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -436238.437500 Penalty: 3975.602539
	Iteration 25Q: 3 clusters Score -436238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -436243.937500 Penalty: 3975.602539
	Iteration 26Q: 3 clusters Score -436243.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -436253.093750 Penalty: 3975.602539
	Iteration 27Q: 3 clusters Score -436253.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -436265.437500 Penalty: 3975.602539
	Iteration 28Q: 3 clusters Score -436265.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -436275.781250 Penalty: 3975.602539
	Iteration 29Q: 3 clusters Score -436275.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -436288.375000 Penalty: 3975.602539
	Iteration 30Q: 3 clusters Score -436288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -436311.593750 Penalty: 3975.602539
	Iteration 31Q: 3 clusters Score -436311.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -436332.750000 Penalty: 3975.602539
	Iteration 32Q: 3 clusters Score -436332.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -436361.718750 Penalty: 3975.602539
	Iteration 33Q: 3 clusters Score -436361.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -436401.843750 Penalty: 3975.602539
	Iteration 34Q: 3 clusters Score -436401.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -436470.156250 Penalty: 3975.602539
	Iteration 35Q: 3 clusters Score -436470.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -436547.750000 Penalty: 3975.602539
	Iteration 36Q: 3 clusters Score -436547.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436654.343750 Penalty: 3975.602539
	Iteration 37Q: 3 clusters Score -436654.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -436781.656250 Penalty: 3975.602539
	Iteration 38Q: 3 clusters Score -436781.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436912.093750 Penalty: 3975.602539
	Iteration 39Q: 3 clusters Score -436912.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -437027.750000 Penalty: 3975.602539
	Iteration 40F: 3 clusters Score -437027.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -437103.656250 Penalty: 3975.602539
	Iteration 41Q: 3 clusters Score -437103.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437186.187500 Penalty: 3975.602539
	Iteration 42Q: 3 clusters Score -437186.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -437248.093750 Penalty: 3975.602539
	Iteration 43Q: 3 clusters Score -437248.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -437291.500000 Penalty: 3975.602539
	Iteration 44Q: 3 clusters Score -437291.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -437310.281250 Penalty: 3975.602539
	Iteration 45Q: 3 clusters Score -437310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437316.281250 Penalty: 3975.602539
	Iteration 46Q: 3 clusters Score -437316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -437319.000000 Penalty: 3975.602539
	Iteration 47Q: 3 clusters Score -437319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -437321.875000 Penalty: 3975.602539
	Iteration 48Q: 3 clusters Score -437321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -437324.375000 Penalty: 3975.602539
	Iteration 49Q: 3 clusters Score -437324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -437325.687500 Penalty: 3975.602539
	Iteration 50Q: 3 clusters Score -437325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -437326.562500 Penalty: 3975.602539
	Iteration 51Q: 3 clusters Score -437326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -437326.562500 Penalty: 3975.602539
	Iteration 52F: 3 clusters Score -437326.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Entering Unmasked Estep 
Score: -4123057.500000 Penalty: 2542.966553
	Iteration 0F: 2 clusters Score -4123058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4103583.750000 Penalty: 5085.933105
	Iteration 0F: 3 clusters Score -4103584 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4110428.500000 Penalty: 5085.933105
	Iteration 1F: 3 clusters Score -4110428 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4110899.750000 Penalty: 5085.933105
	Iteration 2Q: 3 clusters Score -4110900 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4111379.500000 Penalty: 5085.933105
	Iteration 3Q: 3 clusters Score -4111380 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4112038.250000 Penalty: 5085.933105
	Iteration 4Q: 3 clusters Score -4112038 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4112931.000000 Penalty: 5085.933105
	Iteration 5F: 3 clusters Score -4112931 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4114203.500000 Penalty: 5085.933105
	Iteration 6F: 3 clusters Score -4114204 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4115825.500000 Penalty: 5085.933105
	Iteration 7F: 3 clusters Score -4115826 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4117511.750000 Penalty: 5085.933105
	Iteration 8F: 3 clusters Score -4117512 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4118977.250000 Penalty: 5085.933105
	Iteration 9F: 3 clusters Score -4118977 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4119952.500000 Penalty: 5085.933105
	Iteration 10Q: 3 clusters Score -4119952 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4120413.000000 Penalty: 5085.933105
	Iteration 11Q: 3 clusters Score -4120413 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4120651.000000 Penalty: 5085.933105
	Iteration 12Q: 3 clusters Score -4120651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4120786.750000 Penalty: 5085.933105
	Iteration 13Q: 3 clusters Score -4120787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4120894.500000 Penalty: 5085.933105
	Iteration 14Q: 3 clusters Score -4120894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4120936.250000 Penalty: 5085.933105
	Iteration 15Q: 3 clusters Score -4120936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4120972.250000 Penalty: 5085.933105
	Iteration 16Q: 3 clusters Score -4120972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4120994.500000 Penalty: 5085.933105
	Iteration 17Q: 3 clusters Score -4120994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4121021.000000 Penalty: 5085.933105
	Iteration 18Q: 3 clusters Score -4121021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4121034.500000 Penalty: 5085.933105
	Iteration 19Q: 3 clusters Score -4121034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4121050.500000 Penalty: 5085.933105
	Iteration 20F: 3 clusters Score -4121050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4121056.750000 Penalty: 5085.933105
	Iteration 21Q: 3 clusters Score -4121057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -4121063.500000 Penalty: 5085.933105
	Iteration 22Q: 3 clusters Score -4121064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4121067.750000 Penalty: 5085.933105
	Iteration 23Q: 3 clusters Score -4121068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4121066.500000 Penalty: 5085.933105
	Iteration 24Q: 3 clusters Score -4121066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -4121066.750000 Penalty: 5085.933105
	Iteration 25Q: 3 clusters Score -4121067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4121064.500000 Penalty: 5085.933105
	Iteration 26Q: 3 clusters Score -4121064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4121062.000000 Penalty: 5085.933105
	Iteration 27Q: 3 clusters Score -4121062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4121067.500000 Penalty: 5085.933105
	Iteration 28Q: 3 clusters Score -4121068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4121070.500000 Penalty: 5085.933105
	Iteration 29Q: 3 clusters Score -4121070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4121065.250000 Penalty: 5085.933105
	Iteration 30Q: 3 clusters Score -4121065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4121077.250000 Penalty: 5085.933105
	Iteration 31Q: 3 clusters Score -4121077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4121075.500000 Penalty: 5085.933105
	Iteration 32Q: 3 clusters Score -4121076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4121078.000000 Penalty: 5085.933105
	Iteration 33Q: 3 clusters Score -4121078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4121076.500000 Penalty: 5085.933105
	Iteration 34Q: 3 clusters Score -4121076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4121077.500000 Penalty: 5085.933105
	Iteration 35Q: 3 clusters Score -4121078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4121077.500000 Penalty: 5085.933105
	Iteration 36F: 3 clusters Score -4121078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Entering Unmasked Estep 
Score: -6128080.000000 Penalty: 2649.098389
	Iteration 0F: 2 clusters Score -6128080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -6098535.500000 Penalty: 5298.196777
	Iteration 0F: 3 clusters Score -6098536 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6110545.000000 Penalty: 5298.196777
	Iteration 1F: 3 clusters Score -6110545 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6112357.500000 Penalty: 5298.196777
	Iteration 2F: 3 clusters Score -6112358 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -6114717.500000 Penalty: 5298.196777
	Iteration 3F: 3 clusters Score -6114718 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6117081.500000 Penalty: 5298.196777
	Iteration 4F: 3 clusters Score -6117082 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6118803.000000 Penalty: 5298.196777
	Iteration 5F: 3 clusters Score -6118803 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -6119783.500000 Penalty: 5298.196777
	Iteration 6F: 3 clusters Score -6119784 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6120254.500000 Penalty: 5298.196777
	Iteration 7Q: 3 clusters Score -6120254 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6120475.000000 Penalty: 5298.196777
	Iteration 8Q: 3 clusters Score -6120475 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -6120641.000000 Penalty: 5298.196777
	Iteration 9Q: 3 clusters Score -6120641 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6120695.000000 Penalty: 5298.196777
	Iteration 10Q: 3 clusters Score -6120695 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6120742.000000 Penalty: 5298.196777
	Iteration 11Q: 3 clusters Score -6120742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6120740.000000 Penalty: 5298.196777
	Iteration 12Q: 3 clusters Score -6120740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -6120755.500000 Penalty: 5298.196777
	Iteration 13Q: 3 clusters Score -6120756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6120754.500000 Penalty: 5298.196777
	Iteration 14Q: 3 clusters Score -6120754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6120768.500000 Penalty: 5298.196777
	Iteration 15Q: 3 clusters Score -6120768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6120775.500000 Penalty: 5298.196777
	Iteration 16Q: 3 clusters Score -6120776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6120784.500000 Penalty: 5298.196777
	Iteration 17Q: 3 clusters Score -6120784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6120789.000000 Penalty: 5298.196777
	Iteration 18Q: 3 clusters Score -6120789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -6120788.000000 Penalty: 5298.196777
	Iteration 19Q: 3 clusters Score -6120788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -6120790.000000 Penalty: 5298.196777
	Iteration 20F: 3 clusters Score -6120790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6120801.500000 Penalty: 5298.196777
	Iteration 21Q: 3 clusters Score -6120802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -6120806.000000 Penalty: 5298.196777
	Iteration 22Q: 3 clusters Score -6120806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -6120813.000000 Penalty: 5298.196777
	Iteration 23Q: 3 clusters Score -6120813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6120831.500000 Penalty: 5298.196777
	Iteration 24Q: 3 clusters Score -6120832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -6120831.500000 Penalty: 5298.196777
	Iteration 25Q: 3 clusters Score -6120832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -6120845.500000 Penalty: 5298.196777
	Iteration 26Q: 3 clusters Score -6120846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -6120851.500000 Penalty: 5298.196777
	Iteration 27Q: 3 clusters Score -6120852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6120862.000000 Penalty: 5298.196777
	Iteration 28Q: 3 clusters Score -6120862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -6120873.000000 Penalty: 5298.196777
	Iteration 29Q: 3 clusters Score -6120873 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6120897.000000 Penalty: 5298.196777
	Iteration 30Q: 3 clusters Score -6120897 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6120886.000000 Penalty: 5298.196777
	Iteration 31Q: 3 clusters Score -6120886 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6120911.000000 Penalty: 5298.196777
	Iteration 32Q: 3 clusters Score -6120911 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6120936.500000 Penalty: 5298.196777
	Iteration 33Q: 3 clusters Score -6120936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6120945.000000 Penalty: 5298.196777
	Iteration 34Q: 3 clusters Score -6120945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6120946.000000 Penalty: 5298.196777
	Iteration 35Q: 3 clusters Score -6120946 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -6120970.000000 Penalty: 5298.196777
	Iteration 36Q: 3 clusters Score -6120970 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6120986.000000 Penalty: 5298.196777
	Iteration 37Q: 3 clusters Score -6120986 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6121024.500000 Penalty: 5298.196777
	Iteration 38Q: 3 clusters Score -6121024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6121046.000000 Penalty: 5298.196777
	Iteration 39Q: 3 clusters Score -6121046 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -6121122.000000 Penalty: 5298.196777
	Iteration 40F: 3 clusters Score -6121122 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -6121178.000000 Penalty: 5298.196777
	Iteration 41Q: 3 clusters Score -6121178 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -6121240.000000 Penalty: 5298.196777
	Iteration 42Q: 3 clusters Score -6121240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -6121314.500000 Penalty: 5298.196777
	Iteration 43Q: 3 clusters Score -6121314 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6121439.500000 Penalty: 5298.196777
	Iteration 44Q: 3 clusters Score -6121440 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6121624.000000 Penalty: 5298.196777
	Iteration 45Q: 3 clusters Score -6121624 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -6121829.500000 Penalty: 5298.196777
	Iteration 46Q: 3 clusters Score -6121830 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6122119.000000 Penalty: 5298.196777
	Iteration 47Q: 3 clusters Score -6122119 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -6122417.500000 Penalty: 5298.196777
	Iteration 48Q: 3 clusters Score -6122418 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6122868.000000 Penalty: 5298.196777
	Iteration 49Q: 3 clusters Score -6122868 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -6123374.500000 Penalty: 5298.196777
	Iteration 50Q: 3 clusters Score -6123374 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -6123969.500000 Penalty: 5298.196777
	Iteration 51Q: 3 clusters Score -6123970 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -6124642.000000 Penalty: 5298.196777
	Iteration 52Q: 3 clusters Score -6124642 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6125153.500000 Penalty: 5298.196777
	Iteration 53Q: 3 clusters Score -6125154 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -6125566.500000 Penalty: 5298.196777
	Iteration 54Q: 3 clusters Score -6125566 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -6125851.000000 Penalty: 5298.196777
	Iteration 55Q: 3 clusters Score -6125851 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6126029.000000 Penalty: 5298.196777
	Iteration 56Q: 3 clusters Score -6126029 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -6126167.000000 Penalty: 5298.196777
	Iteration 57Q: 3 clusters Score -6126167 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -6126271.500000 Penalty: 5298.196777
	Iteration 58Q: 3 clusters Score -6126272 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -6126347.000000 Penalty: 5298.196777
	Iteration 59Q: 3 clusters Score -6126347 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -6126400.500000 Penalty: 5298.196777
	Iteration 60F: 3 clusters Score -6126400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6126448.500000 Penalty: 5298.196777
	Iteration 61Q: 3 clusters Score -6126448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6126497.500000 Penalty: 5298.196777
	Iteration 62Q: 3 clusters Score -6126498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -6126558.000000 Penalty: 5298.196777
	Iteration 63Q: 3 clusters Score -6126558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -6126597.000000 Penalty: 5298.196777
	Iteration 64Q: 3 clusters Score -6126597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6126639.500000 Penalty: 5298.196777
	Iteration 65Q: 3 clusters Score -6126640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -6126671.000000 Penalty: 5298.196777
	Iteration 66Q: 3 clusters Score -6126671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6126707.500000 Penalty: 5298.196777
	Iteration 67Q: 3 clusters Score -6126708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -6126722.000000 Penalty: 5298.196777
	Iteration 68Q: 3 clusters Score -6126722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -6126759.500000 Penalty: 5298.196777
	Iteration 69Q: 3 clusters Score -6126760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -6126784.000000 Penalty: 5298.196777
	Iteration 70Q: 3 clusters Score -6126784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6126821.000000 Penalty: 5298.196777
	Iteration 71Q: 3 clusters Score -6126821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -6126846.000000 Penalty: 5298.196777
	Iteration 72Q: 3 clusters Score -6126846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -6126852.500000 Penalty: 5298.196777
	Iteration 73Q: 3 clusters Score -6126852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -6126869.500000 Penalty: 5298.196777
	Iteration 74Q: 3 clusters Score -6126870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6126883.500000 Penalty: 5298.196777
	Iteration 75Q: 3 clusters Score -6126884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -6126909.500000 Penalty: 5298.196777
	Iteration 76Q: 3 clusters Score -6126910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -6126926.000000 Penalty: 5298.196777
	Iteration 77Q: 3 clusters Score -6126926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -6126934.000000 Penalty: 5298.196777
	Iteration 78Q: 3 clusters Score -6126934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6126932.000000 Penalty: 5298.196777
	Iteration 79Q: 3 clusters Score -6126932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -6126943.500000 Penalty: 5298.196777
	Iteration 80F: 3 clusters Score -6126944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -6126949.000000 Penalty: 5298.196777
	Iteration 81Q: 3 clusters Score -6126949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -6126937.500000 Penalty: 5298.196777
	Iteration 82Q: 3 clusters Score -6126938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -6126952.000000 Penalty: 5298.196777
	Iteration 83Q: 3 clusters Score -6126952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -6126974.500000 Penalty: 5298.196777
	Iteration 84Q: 3 clusters Score -6126974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6126974.000000 Penalty: 5298.196777
	Iteration 85Q: 3 clusters Score -6126974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6126978.500000 Penalty: 5298.196777
	Iteration 86Q: 3 clusters Score -6126978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -6126977.000000 Penalty: 5298.196777
	Iteration 87Q: 3 clusters Score -6126977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6126983.500000 Penalty: 5298.196777
	Iteration 88Q: 3 clusters Score -6126984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -6126986.000000 Penalty: 5298.196777
	Iteration 89Q: 3 clusters Score -6126986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -6126979.500000 Penalty: 5298.196777
	Iteration 90Q: 3 clusters Score -6126980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6126992.500000 Penalty: 5298.196777
	Iteration 91Q: 3 clusters Score -6126992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -6126986.000000 Penalty: 5298.196777
	Iteration 92Q: 3 clusters Score -6126986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6126980.500000 Penalty: 5298.196777
	Iteration 93Q: 3 clusters Score -6126980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -6126989.500000 Penalty: 5298.196777
	Iteration 94Q: 3 clusters Score -6126990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6126996.500000 Penalty: 5298.196777
	Iteration 95Q: 3 clusters Score -6126996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -6126992.000000 Penalty: 5298.196777
	Iteration 96Q: 3 clusters Score -6126992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6126995.500000 Penalty: 5298.196777
	Iteration 97Q: 3 clusters Score -6126996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6126995.500000 Penalty: 5298.196777
	Iteration 98F: 3 clusters Score -6126996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Entering Unmasked Estep 
Score: -1494390.000000 Penalty: 2297.230957
	Iteration 0F: 2 clusters Score -1494390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1486312.000000 Penalty: 4594.461914
	Iteration 0F: 3 clusters Score -1486312 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1488826.625000 Penalty: 4594.461914
	Iteration 1F: 3 clusters Score -1488827 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1489211.625000 Penalty: 4594.461914
	Iteration 2F: 3 clusters Score -1489212 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1489546.375000 Penalty: 4594.461914
	Iteration 3F: 3 clusters Score -1489546 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1489864.000000 Penalty: 4594.461914
	Iteration 4F: 3 clusters Score -1489864 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1490205.500000 Penalty: 4594.461914
	Iteration 5F: 3 clusters Score -1490206 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1490576.875000 Penalty: 4594.461914
	Iteration 6F: 3 clusters Score -1490577 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1490941.125000 Penalty: 4594.461914
	Iteration 7Q: 3 clusters Score -1490941 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1491281.375000 Penalty: 4594.461914
	Iteration 8Q: 3 clusters Score -1491281 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1491588.250000 Penalty: 4594.461914
	Iteration 9Q: 3 clusters Score -1491588 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1491844.250000 Penalty: 4594.461914
	Iteration 10Q: 3 clusters Score -1491844 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1492022.875000 Penalty: 4594.461914
	Iteration 11Q: 3 clusters Score -1492023 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1492138.125000 Penalty: 4594.461914
	Iteration 12Q: 3 clusters Score -1492138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1492210.625000 Penalty: 4594.461914
	Iteration 13Q: 3 clusters Score -1492211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1492245.625000 Penalty: 4594.461914
	Iteration 14Q: 3 clusters Score -1492246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1492274.750000 Penalty: 4594.461914
	Iteration 15Q: 3 clusters Score -1492275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1492290.250000 Penalty: 4594.461914
	Iteration 16Q: 3 clusters Score -1492290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1492315.125000 Penalty: 4594.461914
	Iteration 17Q: 3 clusters Score -1492315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1492329.250000 Penalty: 4594.461914
	Iteration 18Q: 3 clusters Score -1492329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1492345.250000 Penalty: 4594.461914
	Iteration 19Q: 3 clusters Score -1492345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1492349.625000 Penalty: 4594.461914
	Iteration 20F: 3 clusters Score -1492350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1492358.250000 Penalty: 4594.461914
	Iteration 21Q: 3 clusters Score -1492358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1492360.000000 Penalty: 4594.461914
	Iteration 22Q: 3 clusters Score -1492360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1492363.375000 Penalty: 4594.461914
	Iteration 23Q: 3 clusters Score -1492363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1492364.125000 Penalty: 4594.461914
	Iteration 24Q: 3 clusters Score -1492364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1492367.625000 Penalty: 4594.461914
	Iteration 25Q: 3 clusters Score -1492368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1492366.375000 Penalty: 4594.461914
	Iteration 26Q: 3 clusters Score -1492366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1492369.500000 Penalty: 4594.461914
	Iteration 27Q: 3 clusters Score -1492370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1492373.500000 Penalty: 4594.461914
	Iteration 28Q: 3 clusters Score -1492374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1492375.375000 Penalty: 4594.461914
	Iteration 29Q: 3 clusters Score -1492375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1492378.250000 Penalty: 4594.461914
	Iteration 30Q: 3 clusters Score -1492378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1492380.125000 Penalty: 4594.461914
	Iteration 31Q: 3 clusters Score -1492380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1492380.250000 Penalty: 4594.461914
	Iteration 32Q: 3 clusters Score -1492380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1492381.875000 Penalty: 4594.461914
	Iteration 33Q: 3 clusters Score -1492382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1492381.500000 Penalty: 4594.461914
	Iteration 34Q: 3 clusters Score -1492382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1492382.500000 Penalty: 4594.461914
	Iteration 35Q: 3 clusters Score -1492382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1492385.250000 Penalty: 4594.461914
	Iteration 36Q: 3 clusters Score -1492385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1492385.750000 Penalty: 4594.461914
	Iteration 37Q: 3 clusters Score -1492386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1492387.250000 Penalty: 4594.461914
	Iteration 38Q: 3 clusters Score -1492387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1492387.750000 Penalty: 4594.461914
	Iteration 39Q: 3 clusters Score -1492388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1492387.750000 Penalty: 4594.461914
	Iteration 40F: 3 clusters Score -1492388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Entering Unmasked Estep 
Score: -5528310.500000 Penalty: 2618.756836
	Iteration 0F: 2 clusters Score -5528310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5502192.000000 Penalty: 5237.513672
	Iteration 0F: 3 clusters Score -5502192 nChanged 17578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5511797.500000 Penalty: 5237.513672
	Iteration 1F: 3 clusters Score -5511798 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5512274.500000 Penalty: 5237.513672
	Iteration 2Q: 3 clusters Score -5512274 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5512774.000000 Penalty: 5237.513672
	Iteration 3Q: 3 clusters Score -5512774 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5513366.000000 Penalty: 5237.513672
	Iteration 4Q: 3 clusters Score -5513366 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5514282.500000 Penalty: 5237.513672
	Iteration 5Q: 3 clusters Score -5514282 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5515702.500000 Penalty: 5237.513672
	Iteration 6F: 3 clusters Score -5515702 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5517842.000000 Penalty: 5237.513672
	Iteration 7F: 3 clusters Score -5517842 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5520442.500000 Penalty: 5237.513672
	Iteration 8F: 3 clusters Score -5520442 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5522744.500000 Penalty: 5237.513672
	Iteration 9F: 3 clusters Score -5522744 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5524418.500000 Penalty: 5237.513672
	Iteration 10Q: 3 clusters Score -5524418 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5525267.500000 Penalty: 5237.513672
	Iteration 11Q: 3 clusters Score -5525268 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5525644.500000 Penalty: 5237.513672
	Iteration 12Q: 3 clusters Score -5525644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5525820.000000 Penalty: 5237.513672
	Iteration 13Q: 3 clusters Score -5525820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5525896.000000 Penalty: 5237.513672
	Iteration 14Q: 3 clusters Score -5525896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5525934.500000 Penalty: 5237.513672
	Iteration 15Q: 3 clusters Score -5525934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5525974.500000 Penalty: 5237.513672
	Iteration 16Q: 3 clusters Score -5525974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5525986.000000 Penalty: 5237.513672
	Iteration 17Q: 3 clusters Score -5525986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5526013.500000 Penalty: 5237.513672
	Iteration 18Q: 3 clusters Score -5526014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5526019.000000 Penalty: 5237.513672
	Iteration 19Q: 3 clusters Score -5526019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5526032.500000 Penalty: 5237.513672
	Iteration 20F: 3 clusters Score -5526032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5526039.000000 Penalty: 5237.513672
	Iteration 21Q: 3 clusters Score -5526039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5526055.000000 Penalty: 5237.513672
	Iteration 22Q: 3 clusters Score -5526055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5526070.000000 Penalty: 5237.513672
	Iteration 23Q: 3 clusters Score -5526070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5526071.000000 Penalty: 5237.513672
	Iteration 24Q: 3 clusters Score -5526071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5526070.000000 Penalty: 5237.513672
	Iteration 25Q: 3 clusters Score -5526070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5526074.000000 Penalty: 5237.513672
	Iteration 26Q: 3 clusters Score -5526074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5526074.000000 Penalty: 5237.513672
	Iteration 27Q: 3 clusters Score -5526074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5526079.500000 Penalty: 5237.513672
	Iteration 28Q: 3 clusters Score -5526080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5526079.500000 Penalty: 5237.513672
	Iteration 29F: 3 clusters Score -5526080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Entering Unmasked Estep 
Score: -3441031.250000 Penalty: 2493.118896
	Iteration 0F: 2 clusters Score -3441031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3424818.250000 Penalty: 4986.237793
	Iteration 0F: 3 clusters Score -3424818 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3430439.500000 Penalty: 4986.237793
	Iteration 1F: 3 clusters Score -3430440 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3430833.000000 Penalty: 4986.237793
	Iteration 2Q: 3 clusters Score -3430833 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3431217.500000 Penalty: 4986.237793
	Iteration 3Q: 3 clusters Score -3431218 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3431612.000000 Penalty: 4986.237793
	Iteration 4Q: 3 clusters Score -3431612 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3432045.500000 Penalty: 4986.237793
	Iteration 5Q: 3 clusters Score -3432046 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3432559.000000 Penalty: 4986.237793
	Iteration 6Q: 3 clusters Score -3432559 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3433160.250000 Penalty: 4986.237793
	Iteration 7Q: 3 clusters Score -3433160 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3433837.000000 Penalty: 4986.237793
	Iteration 8Q: 3 clusters Score -3433837 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3434525.000000 Penalty: 4986.237793
	Iteration 9Q: 3 clusters Score -3434525 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3435102.750000 Penalty: 4986.237793
	Iteration 10Q: 3 clusters Score -3435103 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3435642.500000 Penalty: 4986.237793
	Iteration 11Q: 3 clusters Score -3435642 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3436076.500000 Penalty: 4986.237793
	Iteration 12Q: 3 clusters Score -3436076 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3436417.250000 Penalty: 4986.237793
	Iteration 13Q: 3 clusters Score -3436417 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3436678.250000 Penalty: 4986.237793
	Iteration 14Q: 3 clusters Score -3436678 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3436899.000000 Penalty: 4986.237793
	Iteration 15Q: 3 clusters Score -3436899 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3437097.000000 Penalty: 4986.237793
	Iteration 16Q: 3 clusters Score -3437097 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3437278.500000 Penalty: 4986.237793
	Iteration 17Q: 3 clusters Score -3437278 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3437438.250000 Penalty: 4986.237793
	Iteration 18Q: 3 clusters Score -3437438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3437628.250000 Penalty: 4986.237793
	Iteration 19Q: 3 clusters Score -3437628 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3437765.000000 Penalty: 4986.237793
	Iteration 20F: 3 clusters Score -3437765 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3437875.000000 Penalty: 4986.237793
	Iteration 21Q: 3 clusters Score -3437875 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3437987.000000 Penalty: 4986.237793
	Iteration 22Q: 3 clusters Score -3437987 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3438071.500000 Penalty: 4986.237793
	Iteration 23Q: 3 clusters Score -3438072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3438164.000000 Penalty: 4986.237793
	Iteration 24Q: 3 clusters Score -3438164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3438255.250000 Penalty: 4986.237793
	Iteration 25Q: 3 clusters Score -3438255 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3438349.750000 Penalty: 4986.237793
	Iteration 26Q: 3 clusters Score -3438350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3438435.750000 Penalty: 4986.237793
	Iteration 27Q: 3 clusters Score -3438436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3438516.500000 Penalty: 4986.237793
	Iteration 28Q: 3 clusters Score -3438516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3438588.000000 Penalty: 4986.237793
	Iteration 29Q: 3 clusters Score -3438588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3438633.750000 Penalty: 4986.237793
	Iteration 30Q: 3 clusters Score -3438634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3438671.500000 Penalty: 4986.237793
	Iteration 31Q: 3 clusters Score -3438672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3438710.750000 Penalty: 4986.237793
	Iteration 32Q: 3 clusters Score -3438711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3438730.750000 Penalty: 4986.237793
	Iteration 33Q: 3 clusters Score -3438731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3438750.500000 Penalty: 4986.237793
	Iteration 34Q: 3 clusters Score -3438750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3438774.250000 Penalty: 4986.237793
	Iteration 35Q: 3 clusters Score -3438774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3438795.500000 Penalty: 4986.237793
	Iteration 36Q: 3 clusters Score -3438796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3438804.750000 Penalty: 4986.237793
	Iteration 37Q: 3 clusters Score -3438805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3438822.750000 Penalty: 4986.237793
	Iteration 38Q: 3 clusters Score -3438823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3438831.000000 Penalty: 4986.237793
	Iteration 39Q: 3 clusters Score -3438831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3438842.500000 Penalty: 4986.237793
	Iteration 40F: 3 clusters Score -3438842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3438847.750000 Penalty: 4986.237793
	Iteration 41Q: 3 clusters Score -3438848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3438854.500000 Penalty: 4986.237793
	Iteration 42Q: 3 clusters Score -3438854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3438852.000000 Penalty: 4986.237793
	Iteration 43Q: 3 clusters Score -3438852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3438855.500000 Penalty: 4986.237793
	Iteration 44Q: 3 clusters Score -3438856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3438852.750000 Penalty: 4986.237793
	Iteration 45Q: 3 clusters Score -3438853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3438855.750000 Penalty: 4986.237793
	Iteration 46Q: 3 clusters Score -3438856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3438857.750000 Penalty: 4986.237793
	Iteration 47Q: 3 clusters Score -3438858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3438856.000000 Penalty: 4986.237793
	Iteration 48Q: 3 clusters Score -3438856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3438856.000000 Penalty: 4986.237793
	Iteration 49F: 3 clusters Score -3438856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -668520.437500 Penalty: 2099.386475
	Iteration 0F: 2 clusters Score -668520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -664185.437500 Penalty: 4198.772949
	Iteration 0F: 3 clusters Score -664185.4 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -665215.875000 Penalty: 4198.772949
	Iteration 1F: 3 clusters Score -665215.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -665470.875000 Penalty: 4198.772949
	Iteration 2F: 3 clusters Score -665470.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -665758.000000 Penalty: 4198.772949
	Iteration 3F: 3 clusters Score -665758 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -666038.875000 Penalty: 4198.772949
	Iteration 4F: 3 clusters Score -666038.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -666272.500000 Penalty: 4198.772949
	Iteration 5F: 3 clusters Score -666272.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -666484.250000 Penalty: 4198.772949
	Iteration 6F: 3 clusters Score -666484.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -666714.437500 Penalty: 4198.772949
	Iteration 7F: 3 clusters Score -666714.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -666903.750000 Penalty: 4198.772949
	Iteration 8Q: 3 clusters Score -666903.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -667025.187500 Penalty: 4198.772949
	Iteration 9Q: 3 clusters Score -667025.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -667110.437500 Penalty: 4198.772949
	Iteration 10Q: 3 clusters Score -667110.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -667173.312500 Penalty: 4198.772949
	Iteration 11Q: 3 clusters Score -667173.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -667217.562500 Penalty: 4198.772949
	Iteration 12Q: 3 clusters Score -667217.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -667244.250000 Penalty: 4198.772949
	Iteration 13Q: 3 clusters Score -667244.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -667269.750000 Penalty: 4198.772949
	Iteration 14Q: 3 clusters Score -667269.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -667288.625000 Penalty: 4198.772949
	Iteration 15Q: 3 clusters Score -667288.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -667313.437500 Penalty: 4198.772949
	Iteration 16Q: 3 clusters Score -667313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -667325.062500 Penalty: 4198.772949
	Iteration 17Q: 3 clusters Score -667325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -667334.375000 Penalty: 4198.772949
	Iteration 18Q: 3 clusters Score -667334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -667348.125000 Penalty: 4198.772949
	Iteration 19Q: 3 clusters Score -667348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -667349.500000 Penalty: 4198.772949
	Iteration 20F: 3 clusters Score -667349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -667352.375000 Penalty: 4198.772949
	Iteration 21Q: 3 clusters Score -667352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -667354.250000 Penalty: 4198.772949
	Iteration 22Q: 3 clusters Score -667354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -667354.750000 Penalty: 4198.772949
	Iteration 23Q: 3 clusters Score -667354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -667354.750000 Penalty: 4198.772949
	Iteration 24F: 3 clusters Score -667354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24715.931641 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24715.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24798.314453 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24798.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24806.466797 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24806.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24811.740234 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24811.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24811.740234 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -24811.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -827779.562500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -827779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -822762.250000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -822762.2 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -823965.687500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -823965.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -824187.625000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -824187.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -824330.312500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -824330.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -824431.625000 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -824431.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -824499.750000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -824499.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -824537.437500 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -824537.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -824567.000000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -824567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -824599.062500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -824599.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -824622.062500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -824622.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -824644.000000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -824644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -824666.187500 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -824666.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -824684.187500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -824684.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -824705.437500 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -824705.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -824722.000000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -824722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -824735.687500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -824735.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -824747.187500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -824747.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -824761.875000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -824761.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -824776.562500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -824776.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -824786.875000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -824786.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -824801.375000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -824801.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -824812.500000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -824812.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -824822.125000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -824822.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -824833.750000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -824833.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -824845.187500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -824845.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -824853.125000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -824853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -824859.250000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -824859.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -824867.500000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -824867.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -824873.812500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -824873.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -824885.812500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -824885.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -824897.562500 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -824897.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -824911.187500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -824911.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -824925.625000 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -824925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -824938.937500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -824938.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -824949.187500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -824949.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -824957.500000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -824957.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -824964.687500 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -824964.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -824972.312500 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -824972.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -824979.250000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -824979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -824983.437500 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -824983.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -824989.812500 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -824989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -824994.812500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -824994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -825000.187500 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -825000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -825002.125000 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -825002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -825009.812500 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -825009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -825011.125000 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -825011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -825013.687500 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -825013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -825017.062500 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -825017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -825018.750000 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -825018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -825022.250000 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -825022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -825026.000000 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -825026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -825033.625000 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -825033.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -825040.750000 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -825040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -825050.875000 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -825050.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -825064.500000 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -825064.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -825080.500000 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -825080.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -825095.375000 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -825095.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -825116.312500 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -825116.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -825133.312500 Penalty: 4292.035156
	Iteration 58Q: 3 clusters Score -825133.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -825152.312500 Penalty: 4292.035156
	Iteration 59Q: 3 clusters Score -825152.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -825164.000000 Penalty: 4292.035156
	Iteration 60F: 3 clusters Score -825164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -825181.937500 Penalty: 4292.035156
	Iteration 61Q: 3 clusters Score -825181.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -825204.250000 Penalty: 4292.035156
	Iteration 62Q: 3 clusters Score -825204.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -825226.000000 Penalty: 4292.035156
	Iteration 63Q: 3 clusters Score -825226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -825249.000000 Penalty: 4292.035156
	Iteration 64Q: 3 clusters Score -825249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -825284.750000 Penalty: 4292.035156
	Iteration 65Q: 3 clusters Score -825284.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -825322.250000 Penalty: 4292.035156
	Iteration 66Q: 3 clusters Score -825322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -825359.375000 Penalty: 4292.035156
	Iteration 67Q: 3 clusters Score -825359.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -825391.562500 Penalty: 4292.035156
	Iteration 68Q: 3 clusters Score -825391.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -825425.000000 Penalty: 4292.035156
	Iteration 69Q: 3 clusters Score -825425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -825458.000000 Penalty: 4292.035156
	Iteration 70Q: 3 clusters Score -825458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -825491.125000 Penalty: 4292.035156
	Iteration 71Q: 3 clusters Score -825491.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -825523.562500 Penalty: 4292.035156
	Iteration 72Q: 3 clusters Score -825523.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -825548.062500 Penalty: 4292.035156
	Iteration 73Q: 3 clusters Score -825548.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -825564.625000 Penalty: 4292.035156
	Iteration 74Q: 3 clusters Score -825564.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -825594.312500 Penalty: 4292.035156
	Iteration 75Q: 3 clusters Score -825594.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -825619.812500 Penalty: 4292.035156
	Iteration 76Q: 3 clusters Score -825619.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -825639.812500 Penalty: 4292.035156
	Iteration 77Q: 3 clusters Score -825639.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -825654.687500 Penalty: 4292.035156
	Iteration 78Q: 3 clusters Score -825654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -825669.687500 Penalty: 4292.035156
	Iteration 79Q: 3 clusters Score -825669.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -825682.125000 Penalty: 4292.035156
	Iteration 80F: 3 clusters Score -825682.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -825691.750000 Penalty: 4292.035156
	Iteration 81Q: 3 clusters Score -825691.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -825702.000000 Penalty: 4292.035156
	Iteration 82Q: 3 clusters Score -825702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -825716.375000 Penalty: 4292.035156
	Iteration 83Q: 3 clusters Score -825716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -825725.437500 Penalty: 4292.035156
	Iteration 84Q: 3 clusters Score -825725.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -825735.750000 Penalty: 4292.035156
	Iteration 85Q: 3 clusters Score -825735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -825741.812500 Penalty: 4292.035156
	Iteration 86Q: 3 clusters Score -825741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -825746.375000 Penalty: 4292.035156
	Iteration 87Q: 3 clusters Score -825746.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -825755.000000 Penalty: 4292.035156
	Iteration 88Q: 3 clusters Score -825755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -825761.812500 Penalty: 4292.035156
	Iteration 89Q: 3 clusters Score -825761.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -825773.687500 Penalty: 4292.035156
	Iteration 90Q: 3 clusters Score -825773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -825786.375000 Penalty: 4292.035156
	Iteration 91Q: 3 clusters Score -825786.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -825800.062500 Penalty: 4292.035156
	Iteration 92Q: 3 clusters Score -825800.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -825810.500000 Penalty: 4292.035156
	Iteration 93Q: 3 clusters Score -825810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -825821.937500 Penalty: 4292.035156
	Iteration 94Q: 3 clusters Score -825821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -825828.562500 Penalty: 4292.035156
	Iteration 95Q: 3 clusters Score -825828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -825832.687500 Penalty: 4292.035156
	Iteration 96Q: 3 clusters Score -825832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -825837.875000 Penalty: 4292.035156
	Iteration 97Q: 3 clusters Score -825837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -825840.125000 Penalty: 4292.035156
	Iteration 98Q: 3 clusters Score -825840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -825842.562500 Penalty: 4292.035156
	Iteration 99Q: 3 clusters Score -825842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -825845.500000 Penalty: 4292.035156
	Iteration 100F: 3 clusters Score -825845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -825845.187500 Penalty: 4292.035156
	Iteration 101Q: 3 clusters Score -825845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -825846.937500 Penalty: 4292.035156
	Iteration 102Q: 3 clusters Score -825846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -825848.687500 Penalty: 4292.035156
	Iteration 103Q: 3 clusters Score -825848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -825848.437500 Penalty: 4292.035156
	Iteration 104Q: 3 clusters Score -825848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825848.875000 Penalty: 4292.035156
	Iteration 105Q: 3 clusters Score -825848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -825850.750000 Penalty: 4292.035156
	Iteration 106Q: 3 clusters Score -825850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -825852.250000 Penalty: 4292.035156
	Iteration 107Q: 3 clusters Score -825852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -825854.875000 Penalty: 4292.035156
	Iteration 108Q: 3 clusters Score -825854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -825855.750000 Penalty: 4292.035156
	Iteration 109Q: 3 clusters Score -825855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -825856.125000 Penalty: 4292.035156
	Iteration 110Q: 3 clusters Score -825856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -825855.750000 Penalty: 4292.035156
	Iteration 111Q: 3 clusters Score -825855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -825856.437500 Penalty: 4292.035156
	Iteration 112Q: 3 clusters Score -825856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -825856.437500 Penalty: 4292.035156
	Iteration 113F: 3 clusters Score -825856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -293651.000000 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -293651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -290995.593750 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -290995.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -291490.375000 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -291490.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -291595.812500 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -291595.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -291650.062500 Penalty: 3797.543213
	Iteration 3Q: 3 clusters Score -291650.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291691.906250 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -291691.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -291727.000000 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -291727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291748.031250 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -291748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -291755.812500 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -291755.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -291766.125000 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -291766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291771.218750 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -291771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291772.781250 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -291772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291775.687500 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -291775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -291779.062500 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -291779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -291783.500000 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -291783.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -291791.343750 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -291791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -291798.031250 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -291798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -291804.343750 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -291804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291808.843750 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -291808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -291814.812500 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -291814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -291823.062500 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -291823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291830.062500 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -291830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291836.531250 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -291836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -291838.812500 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -291838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -291842.625000 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -291842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -291847.937500 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -291847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -291854.187500 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -291854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -291858.843750 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -291858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -291861.687500 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -291861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -291865.406250 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -291865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -291867.750000 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -291867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -291869.281250 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -291869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -291872.437500 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -291872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -291875.656250 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -291875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -291877.937500 Penalty: 3797.543213
	Iteration 33Q: 3 clusters Score -291877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291881.031250 Penalty: 3797.543213
	Iteration 34Q: 3 clusters Score -291881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -291884.750000 Penalty: 3797.543213
	Iteration 35Q: 3 clusters Score -291884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -291886.125000 Penalty: 3797.543213
	Iteration 36Q: 3 clusters Score -291886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -291887.656250 Penalty: 3797.543213
	Iteration 37Q: 3 clusters Score -291887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -291888.281250 Penalty: 3797.543213
	Iteration 38Q: 3 clusters Score -291888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291889.906250 Penalty: 3797.543213
	Iteration 39Q: 3 clusters Score -291889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -291892.562500 Penalty: 3797.543213
	Iteration 40F: 3 clusters Score -291892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -291895.687500 Penalty: 3797.543213
	Iteration 41Q: 3 clusters Score -291895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -291900.593750 Penalty: 3797.543213
	Iteration 42Q: 3 clusters Score -291900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -291903.375000 Penalty: 3797.543213
	Iteration 43Q: 3 clusters Score -291903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -291908.375000 Penalty: 3797.543213
	Iteration 44Q: 3 clusters Score -291908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -291910.656250 Penalty: 3797.543213
	Iteration 45Q: 3 clusters Score -291910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -291911.906250 Penalty: 3797.543213
	Iteration 46Q: 3 clusters Score -291911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -291912.531250 Penalty: 3797.543213
	Iteration 47Q: 3 clusters Score -291912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -291913.062500 Penalty: 3797.543213
	Iteration 48Q: 3 clusters Score -291913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -291916.000000 Penalty: 3797.543213
	Iteration 49Q: 3 clusters Score -291916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -291921.343750 Penalty: 3797.543213
	Iteration 50Q: 3 clusters Score -291921.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -291927.906250 Penalty: 3797.543213
	Iteration 51Q: 3 clusters Score -291927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -291934.531250 Penalty: 3797.543213
	Iteration 52Q: 3 clusters Score -291934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -291938.781250 Penalty: 3797.543213
	Iteration 53Q: 3 clusters Score -291938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291941.375000 Penalty: 3797.543213
	Iteration 54Q: 3 clusters Score -291941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -291944.843750 Penalty: 3797.543213
	Iteration 55Q: 3 clusters Score -291944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -291949.343750 Penalty: 3797.543213
	Iteration 56Q: 3 clusters Score -291949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -291951.968750 Penalty: 3797.543213
	Iteration 57Q: 3 clusters Score -291952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -291954.718750 Penalty: 3797.543213
	Iteration 58Q: 3 clusters Score -291954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -291960.656250 Penalty: 3797.543213
	Iteration 59Q: 3 clusters Score -291960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -291965.156250 Penalty: 3797.543213
	Iteration 60F: 3 clusters Score -291965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -291969.156250 Penalty: 3797.543213
	Iteration 61Q: 3 clusters Score -291969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -291973.750000 Penalty: 3797.543213
	Iteration 62Q: 3 clusters Score -291973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -291975.718750 Penalty: 3797.543213
	Iteration 63Q: 3 clusters Score -291975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -291978.750000 Penalty: 3797.543213
	Iteration 64Q: 3 clusters Score -291978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -291981.312500 Penalty: 3797.543213
	Iteration 65Q: 3 clusters Score -291981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -291982.312500 Penalty: 3797.543213
	Iteration 66Q: 3 clusters Score -291982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -291984.031250 Penalty: 3797.543213
	Iteration 67Q: 3 clusters Score -291984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291985.031250 Penalty: 3797.543213
	Iteration 68Q: 3 clusters Score -291985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -291985.750000 Penalty: 3797.543213
	Iteration 69Q: 3 clusters Score -291985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -291988.687500 Penalty: 3797.543213
	Iteration 70Q: 3 clusters Score -291988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -291991.250000 Penalty: 3797.543213
	Iteration 71Q: 3 clusters Score -291991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -291994.000000 Penalty: 3797.543213
	Iteration 72Q: 3 clusters Score -291994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -291999.281250 Penalty: 3797.543213
	Iteration 73Q: 3 clusters Score -291999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -292005.750000 Penalty: 3797.543213
	Iteration 74Q: 3 clusters Score -292005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -292013.031250 Penalty: 3797.543213
	Iteration 75Q: 3 clusters Score -292013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -292017.781250 Penalty: 3797.543213
	Iteration 76Q: 3 clusters Score -292017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -292019.375000 Penalty: 3797.543213
	Iteration 77Q: 3 clusters Score -292019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -292021.468750 Penalty: 3797.543213
	Iteration 78Q: 3 clusters Score -292021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -292026.187500 Penalty: 3797.543213
	Iteration 79Q: 3 clusters Score -292026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -292030.968750 Penalty: 3797.543213
	Iteration 80F: 3 clusters Score -292031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -292035.031250 Penalty: 3797.543213
	Iteration 81Q: 3 clusters Score -292035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -292037.593750 Penalty: 3797.543213
	Iteration 82Q: 3 clusters Score -292037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -292041.968750 Penalty: 3797.543213
	Iteration 83Q: 3 clusters Score -292042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -292045.781250 Penalty: 3797.543213
	Iteration 84Q: 3 clusters Score -292045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -292049.687500 Penalty: 3797.543213
	Iteration 85Q: 3 clusters Score -292049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -292051.593750 Penalty: 3797.543213
	Iteration 86Q: 3 clusters Score -292051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -292052.812500 Penalty: 3797.543213
	Iteration 87Q: 3 clusters Score -292052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -292054.406250 Penalty: 3797.543213
	Iteration 88Q: 3 clusters Score -292054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -292058.875000 Penalty: 3797.543213
	Iteration 89Q: 3 clusters Score -292058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -292061.718750 Penalty: 3797.543213
	Iteration 90Q: 3 clusters Score -292061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -292064.625000 Penalty: 3797.543213
	Iteration 91Q: 3 clusters Score -292064.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -292070.343750 Penalty: 3797.543213
	Iteration 92Q: 3 clusters Score -292070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -292078.406250 Penalty: 3797.543213
	Iteration 93Q: 3 clusters Score -292078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -292083.156250 Penalty: 3797.543213
	Iteration 94Q: 3 clusters Score -292083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -292087.281250 Penalty: 3797.543213
	Iteration 95Q: 3 clusters Score -292087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -292090.437500 Penalty: 3797.543213
	Iteration 96Q: 3 clusters Score -292090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -292094.156250 Penalty: 3797.543213
	Iteration 97Q: 3 clusters Score -292094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -292104.281250 Penalty: 3797.543213
	Iteration 98Q: 3 clusters Score -292104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -292116.281250 Penalty: 3797.543213
	Iteration 99Q: 3 clusters Score -292116.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -292126.343750 Penalty: 3797.543213
	Iteration 100F: 3 clusters Score -292126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -292130.406250 Penalty: 3797.543213
	Iteration 101Q: 3 clusters Score -292130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -292135.281250 Penalty: 3797.543213
	Iteration 102Q: 3 clusters Score -292135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -292137.281250 Penalty: 3797.543213
	Iteration 103Q: 3 clusters Score -292137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -292142.062500 Penalty: 3797.543213
	Iteration 104Q: 3 clusters Score -292142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -292149.968750 Penalty: 3797.543213
	Iteration 105Q: 3 clusters Score -292150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -292153.968750 Penalty: 3797.543213
	Iteration 106Q: 3 clusters Score -292154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -292161.312500 Penalty: 3797.543213
	Iteration 107Q: 3 clusters Score -292161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -292166.937500 Penalty: 3797.543213
	Iteration 108Q: 3 clusters Score -292166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -292173.406250 Penalty: 3797.543213
	Iteration 109Q: 3 clusters Score -292173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -292176.906250 Penalty: 3797.543213
	Iteration 110Q: 3 clusters Score -292176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -292180.750000 Penalty: 3797.543213
	Iteration 111Q: 3 clusters Score -292180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -292182.781250 Penalty: 3797.543213
	Iteration 112Q: 3 clusters Score -292182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -292184.875000 Penalty: 3797.543213
	Iteration 113Q: 3 clusters Score -292184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -292186.750000 Penalty: 3797.543213
	Iteration 114Q: 3 clusters Score -292186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -292187.593750 Penalty: 3797.543213
	Iteration 115Q: 3 clusters Score -292187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -292187.593750 Penalty: 3797.543213
	Iteration 116F: 3 clusters Score -292187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 118 members 
Entering Unmasked Estep 
Score: -27923.240234 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27923.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28067.906250 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28067.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28095.859375 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -28095.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28127.394531 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28127.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28156.068359 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28156.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28170.855469 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28170.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28185.546875 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28185.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28194.894531 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28194.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28194.894531 Penalty: 2748.466797
	Iteration 8F: 3 clusters Score -28194.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (98624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Entering Unmasked Estep 
Score: -14467125.000000 Penalty: 2851.769287
	Iteration 0F: 2 clusters Score -1.446712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -14401438.000000 Penalty: 5703.538574
	Iteration 0F: 3 clusters Score -1.440144e+07 nChanged 46364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -14428105.000000 Penalty: 5703.538574
	Iteration 1F: 3 clusters Score -1.44281e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -14429323.000000 Penalty: 5703.538574
	Iteration 2Q: 3 clusters Score -1.442932e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -14430855.000000 Penalty: 5703.538574
	Iteration 3Q: 3 clusters Score -1.443086e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -14433011.000000 Penalty: 5703.538574
	Iteration 4Q: 3 clusters Score -1.443301e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -14436143.000000 Penalty: 5703.538574
	Iteration 5F: 3 clusters Score -1.443614e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -14439941.000000 Penalty: 5703.538574
	Iteration 6F: 3 clusters Score -1.443994e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -14444302.000000 Penalty: 5703.538574
	Iteration 7F: 3 clusters Score -1.44443e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -14448333.000000 Penalty: 5703.538574
	Iteration 8F: 3 clusters Score -1.444833e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -14451933.000000 Penalty: 5703.538574
	Iteration 9F: 3 clusters Score -1.445193e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -14454804.000000 Penalty: 5703.538574
	Iteration 10Q: 3 clusters Score -1.44548e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -14457007.000000 Penalty: 5703.538574
	Iteration 11Q: 3 clusters Score -1.445701e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -14458690.000000 Penalty: 5703.538574
	Iteration 12Q: 3 clusters Score -1.445869e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -14460010.000000 Penalty: 5703.538574
	Iteration 13Q: 3 clusters Score -1.446001e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -14461234.000000 Penalty: 5703.538574
	Iteration 14Q: 3 clusters Score -1.446123e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -14462217.000000 Penalty: 5703.538574
	Iteration 15Q: 3 clusters Score -1.446222e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -14462901.000000 Penalty: 5703.538574
	Iteration 16Q: 3 clusters Score -1.44629e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -14463429.000000 Penalty: 5703.538574
	Iteration 17Q: 3 clusters Score -1.446343e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14463786.000000 Penalty: 5703.538574
	Iteration 18Q: 3 clusters Score -1.446379e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14464064.000000 Penalty: 5703.538574
	Iteration 19Q: 3 clusters Score -1.446406e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14464271.000000 Penalty: 5703.538574
	Iteration 20F: 3 clusters Score -1.446427e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14464360.000000 Penalty: 5703.538574
	Iteration 21Q: 3 clusters Score -1.446436e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14464467.000000 Penalty: 5703.538574
	Iteration 22Q: 3 clusters Score -1.446447e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14464527.000000 Penalty: 5703.538574
	Iteration 23Q: 3 clusters Score -1.446453e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14464594.000000 Penalty: 5703.538574
	Iteration 24Q: 3 clusters Score -1.446459e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14464648.000000 Penalty: 5703.538574
	Iteration 25Q: 3 clusters Score -1.446465e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14464693.000000 Penalty: 5703.538574
	Iteration 26Q: 3 clusters Score -1.446469e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14464713.000000 Penalty: 5703.538574
	Iteration 27Q: 3 clusters Score -1.446471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14464726.000000 Penalty: 5703.538574
	Iteration 28Q: 3 clusters Score -1.446473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14464734.000000 Penalty: 5703.538574
	Iteration 29Q: 3 clusters Score -1.446473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14464752.000000 Penalty: 5703.538574
	Iteration 30Q: 3 clusters Score -1.446475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14464752.000000 Penalty: 5703.538574
	Iteration 31Q: 3 clusters Score -1.446475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14464756.000000 Penalty: 5703.538574
	Iteration 32Q: 3 clusters Score -1.446476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -14464766.000000 Penalty: 5703.538574
	Iteration 33Q: 3 clusters Score -1.446477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14464778.000000 Penalty: 5703.538574
	Iteration 34Q: 3 clusters Score -1.446478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14464780.000000 Penalty: 5703.538574
	Iteration 35Q: 3 clusters Score -1.446478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14464775.000000 Penalty: 5703.538574
	Iteration 36Q: 3 clusters Score -1.446478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14464782.000000 Penalty: 5703.538574
	Iteration 37Q: 3 clusters Score -1.446478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14464789.000000 Penalty: 5703.538574
	Iteration 38Q: 3 clusters Score -1.446479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14464780.000000 Penalty: 5703.538574
	Iteration 39Q: 3 clusters Score -1.446478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14464786.000000 Penalty: 5703.538574
	Iteration 40F: 3 clusters Score -1.446479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14464791.000000 Penalty: 5703.538574
	Iteration 41Q: 3 clusters Score -1.446479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14464801.000000 Penalty: 5703.538574
	Iteration 42Q: 3 clusters Score -1.44648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14464805.000000 Penalty: 5703.538574
	Iteration 43Q: 3 clusters Score -1.44648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14464799.000000 Penalty: 5703.538574
	Iteration 44Q: 3 clusters Score -1.44648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -14464806.000000 Penalty: 5703.538574
	Iteration 45Q: 3 clusters Score -1.446481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14464814.000000 Penalty: 5703.538574
	Iteration 46Q: 3 clusters Score -1.446481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14464817.000000 Penalty: 5703.538574
	Iteration 47Q: 3 clusters Score -1.446482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97936 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14464813.000000 Penalty: 5703.538574
	Iteration 48Q: 3 clusters Score -1.446481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14464823.000000 Penalty: 5703.538574
	Iteration 49Q: 3 clusters Score -1.446482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97939 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14464810.000000 Penalty: 5703.538574
	Iteration 50Q: 3 clusters Score -1.446481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14464814.000000 Penalty: 5703.538574
	Iteration 51Q: 3 clusters Score -1.446481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14464812.000000 Penalty: 5703.538574
	Iteration 52Q: 3 clusters Score -1.446481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14464818.000000 Penalty: 5703.538574
	Iteration 53Q: 3 clusters Score -1.446482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14464818.000000 Penalty: 5703.538574
	Iteration 54F: 3 clusters Score -1.446482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94870.359375 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94870.36 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95212.492188 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95212.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95370.843750 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95370.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95528.101562 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95528.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95620.367188 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -95620.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95726.218750 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -95726.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95783.335938 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -95783.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95831.937500 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -95831.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95894.781250 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -95894.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95954.968750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -95954.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96014.406250 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96014.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96071.375000 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96071.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96100.429688 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96100.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96124.218750 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96124.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -96148.875000 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96148.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -96171.968750 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96171.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96212.453125 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96212.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96261.203125 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96272.281250 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96272.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96287.359375 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -96287.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96305.164062 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -96305.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96329.281250 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -96329.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96340.960938 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -96340.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -96354.335938 Penalty: 3277.568359
	Iteration 23Q: 3 clusters Score -96354.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96364.601562 Penalty: 3277.568359
	Iteration 24Q: 3 clusters Score -96364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96364.601562 Penalty: 3277.568359
	Iteration 25F: 3 clusters Score -96364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (198060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198060 members 
Entering Unmasked Estep 
Score: -29010824.000000 Penalty: 3024.688721
	Iteration 0F: 2 clusters Score -2.901082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -28886240.000000 Penalty: 6049.377441
	Iteration 0F: 3 clusters Score -2.888624e+07 nChanged 95078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -28941682.000000 Penalty: 6049.377441
	Iteration 1F: 3 clusters Score -2.894168e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -28942856.000000 Penalty: 6049.377441
	Iteration 2Q: 3 clusters Score -2.894286e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -28944898.000000 Penalty: 6049.377441
	Iteration 3Q: 3 clusters Score -2.89449e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -28948398.000000 Penalty: 6049.377441
	Iteration 4Q: 3 clusters Score -2.89484e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -28954974.000000 Penalty: 6049.377441
	Iteration 5F: 3 clusters Score -2.895497e+07 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -28965304.000000 Penalty: 6049.377441
	Iteration 6F: 3 clusters Score -2.89653e+07 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -28979040.000000 Penalty: 6049.377441
	Iteration 7F: 3 clusters Score -2.897904e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -28992542.000000 Penalty: 6049.377441
	Iteration 8F: 3 clusters Score -2.899254e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -29001910.000000 Penalty: 6049.377441
	Iteration 9Q: 3 clusters Score -2.900191e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 193098 members 
Entering Unmasked Estep 
Score: -29006580.000000 Penalty: 6049.377441
	Iteration 10Q: 3 clusters Score -2.900658e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 196139 members 
Entering Unmasked Estep 
Score: -29007908.000000 Penalty: 6049.377441
	Iteration 11Q: 3 clusters Score -2.900791e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 197299 members 
Entering Unmasked Estep 
Score: -29008254.000000 Penalty: 6049.377441
	Iteration 12Q: 3 clusters Score -2.900825e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 197643 members 
Entering Unmasked Estep 
Score: -29008280.000000 Penalty: 6049.377441
	Iteration 13Q: 3 clusters Score -2.900828e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -29008282.000000 Penalty: 6049.377441
	Iteration 14Q: 3 clusters Score -2.900828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 197783 members 
Entering Unmasked Estep 
Score: -29008314.000000 Penalty: 6049.377441
	Iteration 15Q: 3 clusters Score -2.900831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 197793 members 
Entering Unmasked Estep 
Score: -29008334.000000 Penalty: 6049.377441
	Iteration 16Q: 3 clusters Score -2.900833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197802 members 
Entering Unmasked Estep 
Score: -29008322.000000 Penalty: 6049.377441
	Iteration 17Q: 3 clusters Score -2.900832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 197803 members 
Entering Unmasked Estep 
Score: -29008318.000000 Penalty: 6049.377441
	Iteration 18Q: 3 clusters Score -2.900832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -29008318.000000 Penalty: 6049.377441
	Iteration 19Q: 3 clusters Score -2.900832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -29008350.000000 Penalty: 6049.377441
	Iteration 20F: 3 clusters Score -2.900835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93999.718750 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -93999.72 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94322.757812 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94322.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94502.375000 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94502.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94651.273438 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -94651.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94828.242188 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -94828.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94989.093750 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -94989.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95119.734375 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95119.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95201.164062 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95201.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95238.593750 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95238.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95256.984375 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95256.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95265.218750 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95265.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95267.476562 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95267.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95274.578125 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95274.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95293.804688 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95307.179688 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95307.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95320.851562 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95320.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95322.718750 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -95322.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95327.171875 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -95327.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95327.171875 Penalty: 3290.125977
	Iteration 18F: 3 clusters Score -95327.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 128296 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43170 members 
Mstep: Class 8 contains 32787 members 
Mstep: Class 9 contains 33407 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25676 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43558 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23223 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98624 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198060 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966848.000000 Penalty: 102048.265625
Iteration 239Q: 31 clusters Score -1.289668e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44391 members 
Mstep: Class 5 contains 128332 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43156 members 
Mstep: Class 8 contains 32797 members 
Mstep: Class 9 contains 33422 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25686 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43560 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98611 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 198018 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966936.000000 Penalty: 102048.265625
Iteration 240F: 31 clusters Score -1.289669e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 128371 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 43140 members 
Mstep: Class 8 contains 32802 members 
Mstep: Class 9 contains 33428 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25691 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43561 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98607 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197989 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967128.000000 Penalty: 102048.265625
Iteration 241Q: 31 clusters Score -1.289671e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 128392 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 43124 members 
Mstep: Class 8 contains 32805 members 
Mstep: Class 9 contains 33435 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25697 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43561 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23209 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98612 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197965 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967144.000000 Penalty: 102048.265625
Iteration 242Q: 31 clusters Score -1.289671e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 128432 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43103 members 
Mstep: Class 8 contains 32806 members 
Mstep: Class 9 contains 33440 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 12 contains 25701 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43564 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23206 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98604 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197947 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967240.000000 Penalty: 102048.265625
Iteration 243Q: 31 clusters Score -1.289672e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 128425 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43082 members 
Mstep: Class 8 contains 32815 members 
Mstep: Class 9 contains 33445 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 12 contains 25710 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43566 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23202 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98608 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197954 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967288.000000 Penalty: 102048.265625
Iteration 244Q: 31 clusters Score -1.289673e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44389 members 
Mstep: Class 5 contains 128434 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43059 members 
Mstep: Class 8 contains 32824 members 
Mstep: Class 9 contains 33451 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25710 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43565 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98601 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197965 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967136.000000 Penalty: 102048.265625
Iteration 245Q: 31 clusters Score -1.289671e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44397 members 
Mstep: Class 5 contains 128439 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43038 members 
Mstep: Class 8 contains 32834 members 
Mstep: Class 9 contains 33460 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25716 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43565 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98590 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197954 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967128.000000 Penalty: 102048.265625
Iteration 246Q: 31 clusters Score -1.289671e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44402 members 
Mstep: Class 5 contains 128456 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43024 members 
Mstep: Class 8 contains 32843 members 
Mstep: Class 9 contains 33468 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43568 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98572 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197936 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967200.000000 Penalty: 102048.265625
Iteration 247Q: 31 clusters Score -1.289672e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44407 members 
Mstep: Class 5 contains 128470 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 43009 members 
Mstep: Class 8 contains 32840 members 
Mstep: Class 9 contains 33478 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43571 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23184 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98575 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197904 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967160.000000 Penalty: 102048.265625
Iteration 248Q: 31 clusters Score -1.289672e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44413 members 
Mstep: Class 5 contains 128486 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 42996 members 
Mstep: Class 8 contains 32842 members 
Mstep: Class 9 contains 33486 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40141 members 
Mstep: Class 12 contains 25724 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43572 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23177 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98584 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197870 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967136.000000 Penalty: 102048.265625
Iteration 249Q: 31 clusters Score -1.289671e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 128475 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 42973 members 
Mstep: Class 8 contains 32843 members 
Mstep: Class 9 contains 33489 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40144 members 
Mstep: Class 12 contains 25728 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43573 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23175 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98586 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197884 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967224.000000 Penalty: 102048.265625
Iteration 250Q: 31 clusters Score -1.289672e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44420 members 
Mstep: Class 5 contains 128487 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42959 members 
Mstep: Class 8 contains 32847 members 
Mstep: Class 9 contains 33497 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40145 members 
Mstep: Class 12 contains 25729 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28398 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23168 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98585 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197860 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967080.000000 Penalty: 102048.265625
Iteration 251Q: 31 clusters Score -1.289671e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44423 members 
Mstep: Class 5 contains 128537 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42949 members 
Mstep: Class 8 contains 32850 members 
Mstep: Class 9 contains 33508 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40140 members 
Mstep: Class 12 contains 25731 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28398 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23160 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98568 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197824 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967112.000000 Penalty: 102048.265625
Iteration 252Q: 31 clusters Score -1.289671e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44425 members 
Mstep: Class 5 contains 128551 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42936 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 33518 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40132 members 
Mstep: Class 12 contains 25736 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43578 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23154 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98559 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197821 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967112.000000 Penalty: 102048.265625
Iteration 253Q: 31 clusters Score -1.289671e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44421 members 
Mstep: Class 5 contains 128544 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42917 members 
Mstep: Class 8 contains 32867 members 
Mstep: Class 9 contains 33528 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25751 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28398 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23157 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98541 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197827 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967064.000000 Penalty: 102048.265625
Iteration 254Q: 31 clusters Score -1.289671e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44421 members 
Mstep: Class 5 contains 128536 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42900 members 
Mstep: Class 8 contains 32867 members 
Mstep: Class 9 contains 33548 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 25756 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28398 members 
Mstep: Class 18 contains 43572 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23161 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98536 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197811 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967040.000000 Penalty: 102048.265625
Iteration 255Q: 31 clusters Score -1.28967e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44425 members 
Mstep: Class 5 contains 128552 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42893 members 
Mstep: Class 8 contains 32875 members 
Mstep: Class 9 contains 33563 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25760 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28398 members 
Mstep: Class 18 contains 43575 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23162 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98517 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197780 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966856.000000 Penalty: 102048.265625
Iteration 256Q: 31 clusters Score -1.289669e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44430 members 
Mstep: Class 5 contains 128584 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42880 members 
Mstep: Class 8 contains 32884 members 
Mstep: Class 9 contains 33584 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25765 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43572 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23167 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98511 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197726 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967056.000000 Penalty: 102048.265625
Iteration 257Q: 31 clusters Score -1.289671e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44431 members 
Mstep: Class 5 contains 128612 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42871 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 33605 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 43572 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38542 members 
Mstep: Class 21 contains 23163 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98492 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197701 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966848.000000 Penalty: 102048.265625
Iteration 258Q: 31 clusters Score -1.289668e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44434 members 
Mstep: Class 5 contains 128608 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42856 members 
Mstep: Class 8 contains 32916 members 
Mstep: Class 9 contains 33620 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43575 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23157 members 
Mstep: Class 22 contains 4702 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98485 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197688 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966856.000000 Penalty: 102048.265625
Iteration 259Q: 31 clusters Score -1.289669e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44436 members 
Mstep: Class 5 contains 128613 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 32920 members 
Mstep: Class 9 contains 33633 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43573 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23152 members 
Mstep: Class 22 contains 4697 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98481 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197670 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966864.000000 Penalty: 102048.265625
Iteration 260F: 31 clusters Score -1.289669e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 6900 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44438 members 
Mstep: Class 5 contains 128591 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42833 members 
Mstep: Class 8 contains 32927 members 
Mstep: Class 9 contains 33646 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23147 members 
Mstep: Class 22 contains 4690 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98471 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197669 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 261Q: 31 clusters Score -1.289667e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 128560 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 32934 members 
Mstep: Class 9 contains 33662 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 25787 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43579 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23141 members 
Mstep: Class 22 contains 4683 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98467 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197666 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 262Q: 31 clusters Score -1.289667e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 128561 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42813 members 
Mstep: Class 8 contains 32935 members 
Mstep: Class 9 contains 33687 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 25796 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43583 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23134 members 
Mstep: Class 22 contains 4677 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98469 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197638 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 263Q: 31 clusters Score -1.289668e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 128556 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42800 members 
Mstep: Class 8 contains 32940 members 
Mstep: Class 9 contains 33717 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 25813 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43583 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23126 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98460 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197616 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966680.000000 Penalty: 102048.265625
Iteration 264Q: 31 clusters Score -1.289667e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 128559 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42782 members 
Mstep: Class 8 contains 32941 members 
Mstep: Class 9 contains 33737 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40132 members 
Mstep: Class 12 contains 25821 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23118 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2119 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98455 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197581 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966592.000000 Penalty: 102048.265625
Iteration 265Q: 31 clusters Score -1.289666e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 128543 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42756 members 
Mstep: Class 8 contains 32946 members 
Mstep: Class 9 contains 33770 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 25825 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23111 members 
Mstep: Class 22 contains 4655 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2119 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98456 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197570 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966760.000000 Penalty: 102048.265625
Iteration 266Q: 31 clusters Score -1.289668e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 128527 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42722 members 
Mstep: Class 8 contains 32948 members 
Mstep: Class 9 contains 33799 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 25835 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23105 members 
Mstep: Class 22 contains 4649 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98466 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197561 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 102048.265625
Iteration 267Q: 31 clusters Score -1.289668e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 128528 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42696 members 
Mstep: Class 8 contains 32957 members 
Mstep: Class 9 contains 33822 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 25835 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43597 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23095 members 
Mstep: Class 22 contains 4639 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98460 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197551 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966848.000000 Penalty: 102048.265625
Iteration 268Q: 31 clusters Score -1.289668e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 128535 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42670 members 
Mstep: Class 8 contains 32958 members 
Mstep: Class 9 contains 33850 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40131 members 
Mstep: Class 12 contains 25836 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23097 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98448 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197544 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966752.000000 Penalty: 102048.265625
Iteration 269Q: 31 clusters Score -1.289668e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 128517 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42643 members 
Mstep: Class 8 contains 32955 members 
Mstep: Class 9 contains 33890 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40132 members 
Mstep: Class 12 contains 25848 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23097 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98446 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197529 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 102048.265625
Iteration 270Q: 31 clusters Score -1.289667e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44449 members 
Mstep: Class 5 contains 128491 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42622 members 
Mstep: Class 8 contains 32957 members 
Mstep: Class 9 contains 33921 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40139 members 
Mstep: Class 12 contains 25861 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 23089 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98450 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197512 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966736.000000 Penalty: 102048.265625
Iteration 271Q: 31 clusters Score -1.289667e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44448 members 
Mstep: Class 5 contains 128451 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42600 members 
Mstep: Class 8 contains 32963 members 
Mstep: Class 9 contains 33960 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40138 members 
Mstep: Class 12 contains 25873 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43589 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 23086 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98434 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197521 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 272Q: 31 clusters Score -1.289667e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44458 members 
Mstep: Class 5 contains 128398 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42576 members 
Mstep: Class 8 contains 32972 members 
Mstep: Class 9 contains 33991 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 25886 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38547 members 
Mstep: Class 21 contains 23080 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98403 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197556 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966720.000000 Penalty: 102048.265625
Iteration 273Q: 31 clusters Score -1.289667e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44458 members 
Mstep: Class 5 contains 128375 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42559 members 
Mstep: Class 8 contains 32990 members 
Mstep: Class 9 contains 34022 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 25895 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43597 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23068 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98380 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197556 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966728.000000 Penalty: 102048.265625
Iteration 274Q: 31 clusters Score -1.289667e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44460 members 
Mstep: Class 5 contains 128379 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 32999 members 
Mstep: Class 9 contains 34055 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40128 members 
Mstep: Class 12 contains 25903 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28388 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23055 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98362 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197548 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 275Q: 31 clusters Score -1.289667e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44473 members 
Mstep: Class 5 contains 128386 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42514 members 
Mstep: Class 8 contains 32994 members 
Mstep: Class 9 contains 34074 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 25915 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23051 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98348 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197538 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966512.000000 Penalty: 102048.265625
Iteration 276Q: 31 clusters Score -1.289665e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44479 members 
Mstep: Class 5 contains 128412 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 32998 members 
Mstep: Class 9 contains 34106 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 25920 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23050 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98331 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197498 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966688.000000 Penalty: 102048.265625
Iteration 277Q: 31 clusters Score -1.289667e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 128427 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42484 members 
Mstep: Class 8 contains 33000 members 
Mstep: Class 9 contains 34129 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 25935 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 23043 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98311 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197475 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966640.000000 Penalty: 102048.265625
Iteration 278Q: 31 clusters Score -1.289666e+08 nChanged 433
Entering ConstructFrom: 
Score: -128966640.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (54803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Entering Unmasked Estep 
Score: -8123679.500000 Penalty: 2706.052002
	Iteration 0F: 2 clusters Score -8123680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -8086937.500000 Penalty: 5412.104004
	Iteration 0F: 3 clusters Score -8086938 nChanged 25255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -8101178.000000 Penalty: 5412.104004
	Iteration 1F: 3 clusters Score -8101178 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -8102054.500000 Penalty: 5412.104004
	Iteration 2Q: 3 clusters Score -8102054 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8103325.000000 Penalty: 5412.104004
	Iteration 3F: 3 clusters Score -8103325 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -8105244.500000 Penalty: 5412.104004
	Iteration 4F: 3 clusters Score -8105244 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8107997.000000 Penalty: 5412.104004
	Iteration 5F: 3 clusters Score -8107997 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8111923.000000 Penalty: 5412.104004
	Iteration 6F: 3 clusters Score -8111923 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -8116208.000000 Penalty: 5412.104004
	Iteration 7F: 3 clusters Score -8116208 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -8119549.000000 Penalty: 5412.104004
	Iteration 8F: 3 clusters Score -8119549 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -8121447.500000 Penalty: 5412.104004
	Iteration 9Q: 3 clusters Score -8121448 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -8122202.500000 Penalty: 5412.104004
	Iteration 10Q: 3 clusters Score -8122202 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8122584.000000 Penalty: 5412.104004
	Iteration 11Q: 3 clusters Score -8122584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -8122720.000000 Penalty: 5412.104004
	Iteration 12Q: 3 clusters Score -8122720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -8122788.000000 Penalty: 5412.104004
	Iteration 13Q: 3 clusters Score -8122788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -8122796.500000 Penalty: 5412.104004
	Iteration 14Q: 3 clusters Score -8122796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -8122823.500000 Penalty: 5412.104004
	Iteration 15Q: 3 clusters Score -8122824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -8122824.500000 Penalty: 5412.104004
	Iteration 16Q: 3 clusters Score -8122824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -8122842.000000 Penalty: 5412.104004
	Iteration 17Q: 3 clusters Score -8122842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -8122838.500000 Penalty: 5412.104004
	Iteration 18Q: 3 clusters Score -8122838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -8122847.500000 Penalty: 5412.104004
	Iteration 19Q: 3 clusters Score -8122848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -8122844.500000 Penalty: 5412.104004
	Iteration 20F: 3 clusters Score -8122844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -8122844.000000 Penalty: 5412.104004
	Iteration 21Q: 3 clusters Score -8122844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -8122849.000000 Penalty: 5412.104004
	Iteration 22Q: 3 clusters Score -8122849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -8122851.000000 Penalty: 5412.104004
	Iteration 23Q: 3 clusters Score -8122851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -8122851.000000 Penalty: 5412.104004
	Iteration 24F: 3 clusters Score -8122851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -933860.062500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -933860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -928119.062500 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -928119.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -929946.312500 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -929946.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -930533.937500 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -930533.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -930949.875000 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -930949.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -931211.187500 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -931211.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -931355.000000 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -931355 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -931439.312500 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -931439.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -931490.750000 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -931490.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -931537.625000 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -931537.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -931568.812500 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -931568.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -931601.187500 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -931601.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -931629.687500 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -931629.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -931654.062500 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -931654.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -931677.625000 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -931677.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -931695.562500 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -931695.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -931714.000000 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -931714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -931730.812500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -931730.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -931747.750000 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -931747.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -931765.062500 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -931765.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -931784.125000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -931784.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -931797.125000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -931797.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -931810.750000 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -931810.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -931822.375000 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -931822.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -931831.875000 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -931831.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -931842.625000 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -931842.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -931854.750000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -931854.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -931867.250000 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -931867.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -931875.687500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -931875.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -931887.312500 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -931887.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -931898.062500 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -931898.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -931909.687500 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -931909.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -931924.000000 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -931924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -931932.312500 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -931932.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -931948.062500 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -931948.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -931964.375000 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -931964.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -931976.312500 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -931976.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -931993.187500 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -931993.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -932017.750000 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -932017.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -932046.750000 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -932046.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -932084.875000 Penalty: 4384.137207
	Iteration 39Q: 3 clusters Score -932084.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -932123.625000 Penalty: 4384.137207
	Iteration 40F: 3 clusters Score -932123.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -932152.812500 Penalty: 4384.137207
	Iteration 41Q: 3 clusters Score -932152.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -932173.875000 Penalty: 4384.137207
	Iteration 42Q: 3 clusters Score -932173.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -932196.937500 Penalty: 4384.137207
	Iteration 43Q: 3 clusters Score -932196.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -932216.687500 Penalty: 4384.137207
	Iteration 44Q: 3 clusters Score -932216.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -932231.000000 Penalty: 4384.137207
	Iteration 45Q: 3 clusters Score -932231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -932246.312500 Penalty: 4384.137207
	Iteration 46Q: 3 clusters Score -932246.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -932252.687500 Penalty: 4384.137207
	Iteration 47Q: 3 clusters Score -932252.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -932262.250000 Penalty: 4384.137207
	Iteration 48Q: 3 clusters Score -932262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -932272.062500 Penalty: 4384.137207
	Iteration 49Q: 3 clusters Score -932272.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -932282.625000 Penalty: 4384.137207
	Iteration 50Q: 3 clusters Score -932282.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -932290.437500 Penalty: 4384.137207
	Iteration 51Q: 3 clusters Score -932290.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -932296.062500 Penalty: 4384.137207
	Iteration 52Q: 3 clusters Score -932296.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -932303.312500 Penalty: 4384.137207
	Iteration 53Q: 3 clusters Score -932303.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -932314.125000 Penalty: 4384.137207
	Iteration 54Q: 3 clusters Score -932314.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -932329.375000 Penalty: 4384.137207
	Iteration 55Q: 3 clusters Score -932329.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -932339.687500 Penalty: 4384.137207
	Iteration 56Q: 3 clusters Score -932339.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -932347.625000 Penalty: 4384.137207
	Iteration 57Q: 3 clusters Score -932347.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -932355.500000 Penalty: 4384.137207
	Iteration 58Q: 3 clusters Score -932355.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -932367.562500 Penalty: 4384.137207
	Iteration 59Q: 3 clusters Score -932367.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -932379.437500 Penalty: 4384.137207
	Iteration 60F: 3 clusters Score -932379.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -932392.500000 Penalty: 4384.137207
	Iteration 61Q: 3 clusters Score -932392.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -932405.750000 Penalty: 4384.137207
	Iteration 62Q: 3 clusters Score -932405.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -932417.187500 Penalty: 4384.137207
	Iteration 63Q: 3 clusters Score -932417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -932429.687500 Penalty: 4384.137207
	Iteration 64Q: 3 clusters Score -932429.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -932443.375000 Penalty: 4384.137207
	Iteration 65Q: 3 clusters Score -932443.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -932448.187500 Penalty: 4384.137207
	Iteration 66Q: 3 clusters Score -932448.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -932454.250000 Penalty: 4384.137207
	Iteration 67Q: 3 clusters Score -932454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -932456.875000 Penalty: 4384.137207
	Iteration 68Q: 3 clusters Score -932456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -932462.250000 Penalty: 4384.137207
	Iteration 69Q: 3 clusters Score -932462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -932467.125000 Penalty: 4384.137207
	Iteration 70Q: 3 clusters Score -932467.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -932473.875000 Penalty: 4384.137207
	Iteration 71Q: 3 clusters Score -932473.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -932484.375000 Penalty: 4384.137207
	Iteration 72Q: 3 clusters Score -932484.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -932492.437500 Penalty: 4384.137207
	Iteration 73Q: 3 clusters Score -932492.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -932500.187500 Penalty: 4384.137207
	Iteration 74Q: 3 clusters Score -932500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -932505.937500 Penalty: 4384.137207
	Iteration 75Q: 3 clusters Score -932505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -932510.625000 Penalty: 4384.137207
	Iteration 76Q: 3 clusters Score -932510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -932515.062500 Penalty: 4384.137207
	Iteration 77Q: 3 clusters Score -932515.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -932522.375000 Penalty: 4384.137207
	Iteration 78Q: 3 clusters Score -932522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -932527.062500 Penalty: 4384.137207
	Iteration 79Q: 3 clusters Score -932527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -932534.125000 Penalty: 4384.137207
	Iteration 80F: 3 clusters Score -932534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -932537.687500 Penalty: 4384.137207
	Iteration 81Q: 3 clusters Score -932537.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -932546.437500 Penalty: 4384.137207
	Iteration 82Q: 3 clusters Score -932546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -932552.625000 Penalty: 4384.137207
	Iteration 83Q: 3 clusters Score -932552.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -932556.750000 Penalty: 4384.137207
	Iteration 84Q: 3 clusters Score -932556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -932559.937500 Penalty: 4384.137207
	Iteration 85Q: 3 clusters Score -932559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -932567.687500 Penalty: 4384.137207
	Iteration 86Q: 3 clusters Score -932567.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -932575.375000 Penalty: 4384.137207
	Iteration 87Q: 3 clusters Score -932575.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -932581.875000 Penalty: 4384.137207
	Iteration 88Q: 3 clusters Score -932581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -932593.125000 Penalty: 4384.137207
	Iteration 89Q: 3 clusters Score -932593.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -932601.000000 Penalty: 4384.137207
	Iteration 90Q: 3 clusters Score -932601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -932608.500000 Penalty: 4384.137207
	Iteration 91Q: 3 clusters Score -932608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -932612.062500 Penalty: 4384.137207
	Iteration 92Q: 3 clusters Score -932612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -932615.375000 Penalty: 4384.137207
	Iteration 93Q: 3 clusters Score -932615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -932616.937500 Penalty: 4384.137207
	Iteration 94Q: 3 clusters Score -932616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -932622.500000 Penalty: 4384.137207
	Iteration 95Q: 3 clusters Score -932622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -932625.062500 Penalty: 4384.137207
	Iteration 96Q: 3 clusters Score -932625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -932627.562500 Penalty: 4384.137207
	Iteration 97Q: 3 clusters Score -932627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -932631.500000 Penalty: 4384.137207
	Iteration 98Q: 3 clusters Score -932631.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -932638.937500 Penalty: 4384.137207
	Iteration 99Q: 3 clusters Score -932638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -932647.812500 Penalty: 4384.137207
	Iteration 100F: 3 clusters Score -932647.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -932658.625000 Penalty: 4384.137207
	Iteration 101Q: 3 clusters Score -932658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -932664.687500 Penalty: 4384.137207
	Iteration 102Q: 3 clusters Score -932664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -932671.437500 Penalty: 4384.137207
	Iteration 103Q: 3 clusters Score -932671.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -932677.437500 Penalty: 4384.137207
	Iteration 104Q: 3 clusters Score -932677.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -932684.312500 Penalty: 4384.137207
	Iteration 105Q: 3 clusters Score -932684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -932692.187500 Penalty: 4384.137207
	Iteration 106Q: 3 clusters Score -932692.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -932702.500000 Penalty: 4384.137207
	Iteration 107Q: 3 clusters Score -932702.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -932709.250000 Penalty: 4384.137207
	Iteration 108Q: 3 clusters Score -932709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -932718.312500 Penalty: 4384.137207
	Iteration 109Q: 3 clusters Score -932718.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -932727.187500 Penalty: 4384.137207
	Iteration 110Q: 3 clusters Score -932727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -932736.562500 Penalty: 4384.137207
	Iteration 111Q: 3 clusters Score -932736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -932739.000000 Penalty: 4384.137207
	Iteration 112Q: 3 clusters Score -932739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -932745.187500 Penalty: 4384.137207
	Iteration 113Q: 3 clusters Score -932745.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -932754.250000 Penalty: 4384.137207
	Iteration 114Q: 3 clusters Score -932754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -932764.375000 Penalty: 4384.137207
	Iteration 115Q: 3 clusters Score -932764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -932770.500000 Penalty: 4384.137207
	Iteration 116Q: 3 clusters Score -932770.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -932773.687500 Penalty: 4384.137207
	Iteration 117Q: 3 clusters Score -932773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -932778.812500 Penalty: 4384.137207
	Iteration 118Q: 3 clusters Score -932778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -932780.812500 Penalty: 4384.137207
	Iteration 119Q: 3 clusters Score -932780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -932781.312500 Penalty: 4384.137207
	Iteration 120F: 3 clusters Score -932781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -932783.437500 Penalty: 4384.137207
	Iteration 121Q: 3 clusters Score -932783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -932784.625000 Penalty: 4384.137207
	Iteration 122Q: 3 clusters Score -932784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -932784.125000 Penalty: 4384.137207
	Iteration 123Q: 3 clusters Score -932784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -932785.312500 Penalty: 4384.137207
	Iteration 124Q: 3 clusters Score -932785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -932783.625000 Penalty: 4384.137207
	Iteration 125Q: 3 clusters Score -932783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -932784.000000 Penalty: 4384.137207
	Iteration 126Q: 3 clusters Score -932784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -932784.000000 Penalty: 4384.137207
	Iteration 127F: 3 clusters Score -932784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Entering Unmasked Estep 
Score: -1782127.375000 Penalty: 2355.242920
	Iteration 0F: 2 clusters Score -1782127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1772376.125000 Penalty: 4710.485840
	Iteration 0F: 3 clusters Score -1772376 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1775607.625000 Penalty: 4710.485840
	Iteration 1F: 3 clusters Score -1775608 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1776084.125000 Penalty: 4710.485840
	Iteration 2F: 3 clusters Score -1776084 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1776479.875000 Penalty: 4710.485840
	Iteration 3F: 3 clusters Score -1776480 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1776786.000000 Penalty: 4710.485840
	Iteration 4Q: 3 clusters Score -1776786 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1777040.375000 Penalty: 4710.485840
	Iteration 5Q: 3 clusters Score -1777040 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1777288.875000 Penalty: 4710.485840
	Iteration 6Q: 3 clusters Score -1777289 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1777544.875000 Penalty: 4710.485840
	Iteration 7Q: 3 clusters Score -1777545 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1777808.625000 Penalty: 4710.485840
	Iteration 8Q: 3 clusters Score -1777809 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1778057.625000 Penalty: 4710.485840
	Iteration 9Q: 3 clusters Score -1778058 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1778318.500000 Penalty: 4710.485840
	Iteration 10Q: 3 clusters Score -1778318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1778545.375000 Penalty: 4710.485840
	Iteration 11Q: 3 clusters Score -1778545 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1778777.875000 Penalty: 4710.485840
	Iteration 12Q: 3 clusters Score -1778778 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1778954.000000 Penalty: 4710.485840
	Iteration 13Q: 3 clusters Score -1778954 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1779097.625000 Penalty: 4710.485840
	Iteration 14Q: 3 clusters Score -1779098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1779229.125000 Penalty: 4710.485840
	Iteration 15Q: 3 clusters Score -1779229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1779319.000000 Penalty: 4710.485840
	Iteration 16Q: 3 clusters Score -1779319 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1779406.250000 Penalty: 4710.485840
	Iteration 17Q: 3 clusters Score -1779406 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1779510.125000 Penalty: 4710.485840
	Iteration 18Q: 3 clusters Score -1779510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1779584.125000 Penalty: 4710.485840
	Iteration 19Q: 3 clusters Score -1779584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1779655.000000 Penalty: 4710.485840
	Iteration 20F: 3 clusters Score -1779655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1779723.125000 Penalty: 4710.485840
	Iteration 21Q: 3 clusters Score -1779723 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1779770.625000 Penalty: 4710.485840
	Iteration 22Q: 3 clusters Score -1779771 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1779822.750000 Penalty: 4710.485840
	Iteration 23Q: 3 clusters Score -1779823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1779879.375000 Penalty: 4710.485840
	Iteration 24Q: 3 clusters Score -1779879 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1779941.125000 Penalty: 4710.485840
	Iteration 25Q: 3 clusters Score -1779941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1779988.750000 Penalty: 4710.485840
	Iteration 26Q: 3 clusters Score -1779989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1780050.500000 Penalty: 4710.485840
	Iteration 27Q: 3 clusters Score -1780050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1780111.000000 Penalty: 4710.485840
	Iteration 28Q: 3 clusters Score -1780111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1780149.000000 Penalty: 4710.485840
	Iteration 29Q: 3 clusters Score -1780149 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1780184.000000 Penalty: 4710.485840
	Iteration 30Q: 3 clusters Score -1780184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1780214.625000 Penalty: 4710.485840
	Iteration 31Q: 3 clusters Score -1780215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1780258.000000 Penalty: 4710.485840
	Iteration 32Q: 3 clusters Score -1780258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1780295.625000 Penalty: 4710.485840
	Iteration 33Q: 3 clusters Score -1780296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1780333.875000 Penalty: 4710.485840
	Iteration 34Q: 3 clusters Score -1780334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1780359.625000 Penalty: 4710.485840
	Iteration 35Q: 3 clusters Score -1780360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1780378.250000 Penalty: 4710.485840
	Iteration 36Q: 3 clusters Score -1780378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1780392.000000 Penalty: 4710.485840
	Iteration 37Q: 3 clusters Score -1780392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1780408.000000 Penalty: 4710.485840
	Iteration 38Q: 3 clusters Score -1780408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1780413.750000 Penalty: 4710.485840
	Iteration 39Q: 3 clusters Score -1780414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1780419.625000 Penalty: 4710.485840
	Iteration 40F: 3 clusters Score -1780420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1780428.250000 Penalty: 4710.485840
	Iteration 41Q: 3 clusters Score -1780428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1780437.000000 Penalty: 4710.485840
	Iteration 42Q: 3 clusters Score -1780437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1780441.875000 Penalty: 4710.485840
	Iteration 43Q: 3 clusters Score -1780442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1780443.500000 Penalty: 4710.485840
	Iteration 44Q: 3 clusters Score -1780444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1780447.625000 Penalty: 4710.485840
	Iteration 45Q: 3 clusters Score -1780448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1780451.250000 Penalty: 4710.485840
	Iteration 46Q: 3 clusters Score -1780451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1780451.750000 Penalty: 4710.485840
	Iteration 47Q: 3 clusters Score -1780452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1780453.750000 Penalty: 4710.485840
	Iteration 48Q: 3 clusters Score -1780454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1780455.375000 Penalty: 4710.485840
	Iteration 49Q: 3 clusters Score -1780455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1780458.750000 Penalty: 4710.485840
	Iteration 50Q: 3 clusters Score -1780459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1780458.250000 Penalty: 4710.485840
	Iteration 51Q: 3 clusters Score -1780458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1780460.000000 Penalty: 4710.485840
	Iteration 52Q: 3 clusters Score -1780460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1780459.875000 Penalty: 4710.485840
	Iteration 53Q: 3 clusters Score -1780460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1780461.125000 Penalty: 4710.485840
	Iteration 54Q: 3 clusters Score -1780461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1780461.125000 Penalty: 4710.485840
	Iteration 55F: 3 clusters Score -1780461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Entering Unmasked Estep 
Score: -6540773.500000 Penalty: 2654.248535
	Iteration 0F: 2 clusters Score -6540774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6510523.000000 Penalty: 5308.497070
	Iteration 0F: 3 clusters Score -6510523 nChanged 20532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6522009.000000 Penalty: 5308.497070
	Iteration 1F: 3 clusters Score -6522009 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6522504.500000 Penalty: 5308.497070
	Iteration 2Q: 3 clusters Score -6522504 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -6522943.000000 Penalty: 5308.497070
	Iteration 3Q: 3 clusters Score -6522943 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -6523428.500000 Penalty: 5308.497070
	Iteration 4Q: 3 clusters Score -6523428 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6523876.500000 Penalty: 5308.497070
	Iteration 5Q: 3 clusters Score -6523876 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6524403.000000 Penalty: 5308.497070
	Iteration 6Q: 3 clusters Score -6524403 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6525077.500000 Penalty: 5308.497070
	Iteration 7Q: 3 clusters Score -6525078 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6525936.000000 Penalty: 5308.497070
	Iteration 8Q: 3 clusters Score -6525936 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -6527315.000000 Penalty: 5308.497070
	Iteration 9F: 3 clusters Score -6527315 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -6529161.500000 Penalty: 5308.497070
	Iteration 10F: 3 clusters Score -6529162 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6531479.000000 Penalty: 5308.497070
	Iteration 11F: 3 clusters Score -6531479 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6533898.000000 Penalty: 5308.497070
	Iteration 12F: 3 clusters Score -6533898 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -6535879.000000 Penalty: 5308.497070
	Iteration 13Q: 3 clusters Score -6535879 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6537141.000000 Penalty: 5308.497070
	Iteration 14Q: 3 clusters Score -6537141 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6537824.000000 Penalty: 5308.497070
	Iteration 15Q: 3 clusters Score -6537824 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -6538141.500000 Penalty: 5308.497070
	Iteration 16Q: 3 clusters Score -6538142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -6538280.000000 Penalty: 5308.497070
	Iteration 17Q: 3 clusters Score -6538280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -6538357.500000 Penalty: 5308.497070
	Iteration 18Q: 3 clusters Score -6538358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -6538416.000000 Penalty: 5308.497070
	Iteration 19Q: 3 clusters Score -6538416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -6538446.000000 Penalty: 5308.497070
	Iteration 20F: 3 clusters Score -6538446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6538464.500000 Penalty: 5308.497070
	Iteration 21Q: 3 clusters Score -6538464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -6538471.000000 Penalty: 5308.497070
	Iteration 22Q: 3 clusters Score -6538471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -6538483.000000 Penalty: 5308.497070
	Iteration 23Q: 3 clusters Score -6538483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -6538483.500000 Penalty: 5308.497070
	Iteration 24Q: 3 clusters Score -6538484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -6538483.500000 Penalty: 5308.497070
	Iteration 25F: 3 clusters Score -6538484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (128454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Entering Unmasked Estep 
Score: -18873324.000000 Penalty: 2917.304688
	Iteration 0F: 2 clusters Score -1.887332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -18789132.000000 Penalty: 5834.609375
	Iteration 0F: 3 clusters Score -1.878913e+07 nChanged 61262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -18824732.000000 Penalty: 5834.609375
	Iteration 1F: 3 clusters Score -1.882473e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -18825950.000000 Penalty: 5834.609375
	Iteration 2Q: 3 clusters Score -1.882595e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -18827708.000000 Penalty: 5834.609375
	Iteration 3Q: 3 clusters Score -1.882771e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -18829904.000000 Penalty: 5834.609375
	Iteration 4Q: 3 clusters Score -1.88299e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -18832686.000000 Penalty: 5834.609375
	Iteration 5Q: 3 clusters Score -1.883269e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -18836172.000000 Penalty: 5834.609375
	Iteration 6F: 3 clusters Score -1.883617e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -18840342.000000 Penalty: 5834.609375
	Iteration 7F: 3 clusters Score -1.884034e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -18845204.000000 Penalty: 5834.609375
	Iteration 8F: 3 clusters Score -1.88452e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -18850448.000000 Penalty: 5834.609375
	Iteration 9F: 3 clusters Score -1.885045e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -18854666.000000 Penalty: 5834.609375
	Iteration 10F: 3 clusters Score -1.885467e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -18857094.000000 Penalty: 5834.609375
	Iteration 11Q: 3 clusters Score -1.885709e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -18858406.000000 Penalty: 5834.609375
	Iteration 12Q: 3 clusters Score -1.885841e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -18859248.000000 Penalty: 5834.609375
	Iteration 13Q: 3 clusters Score -1.885925e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -18859976.000000 Penalty: 5834.609375
	Iteration 14Q: 3 clusters Score -1.885998e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -18860630.000000 Penalty: 5834.609375
	Iteration 15Q: 3 clusters Score -1.886063e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -18861262.000000 Penalty: 5834.609375
	Iteration 16Q: 3 clusters Score -1.886126e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -18861934.000000 Penalty: 5834.609375
	Iteration 17Q: 3 clusters Score -1.886193e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -18862700.000000 Penalty: 5834.609375
	Iteration 18Q: 3 clusters Score -1.88627e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -18863300.000000 Penalty: 5834.609375
	Iteration 19Q: 3 clusters Score -1.88633e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -18863970.000000 Penalty: 5834.609375
	Iteration 20F: 3 clusters Score -1.886397e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -18864618.000000 Penalty: 5834.609375
	Iteration 21Q: 3 clusters Score -1.886462e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -18865098.000000 Penalty: 5834.609375
	Iteration 22Q: 3 clusters Score -1.88651e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -18865504.000000 Penalty: 5834.609375
	Iteration 23Q: 3 clusters Score -1.88655e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -18865736.000000 Penalty: 5834.609375
	Iteration 24Q: 3 clusters Score -1.886574e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -18866018.000000 Penalty: 5834.609375
	Iteration 25Q: 3 clusters Score -1.886602e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -18866260.000000 Penalty: 5834.609375
	Iteration 26Q: 3 clusters Score -1.886626e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -18866384.000000 Penalty: 5834.609375
	Iteration 27Q: 3 clusters Score -1.886638e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -18866514.000000 Penalty: 5834.609375
	Iteration 28Q: 3 clusters Score -1.886651e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -18866644.000000 Penalty: 5834.609375
	Iteration 29Q: 3 clusters Score -1.886664e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -18866760.000000 Penalty: 5834.609375
	Iteration 30Q: 3 clusters Score -1.886676e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -18866890.000000 Penalty: 5834.609375
	Iteration 31Q: 3 clusters Score -1.886689e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -18867054.000000 Penalty: 5834.609375
	Iteration 32Q: 3 clusters Score -1.886705e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -18867088.000000 Penalty: 5834.609375
	Iteration 33Q: 3 clusters Score -1.886709e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -18867212.000000 Penalty: 5834.609375
	Iteration 34Q: 3 clusters Score -1.886721e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -18867332.000000 Penalty: 5834.609375
	Iteration 35Q: 3 clusters Score -1.886733e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -18867580.000000 Penalty: 5834.609375
	Iteration 36Q: 3 clusters Score -1.886758e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -18867658.000000 Penalty: 5834.609375
	Iteration 37Q: 3 clusters Score -1.886766e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -18867800.000000 Penalty: 5834.609375
	Iteration 38Q: 3 clusters Score -1.88678e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -18867964.000000 Penalty: 5834.609375
	Iteration 39Q: 3 clusters Score -1.886796e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -18868126.000000 Penalty: 5834.609375
	Iteration 40F: 3 clusters Score -1.886813e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -18868174.000000 Penalty: 5834.609375
	Iteration 41Q: 3 clusters Score -1.886817e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -18868424.000000 Penalty: 5834.609375
	Iteration 42Q: 3 clusters Score -1.886842e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -18868568.000000 Penalty: 5834.609375
	Iteration 43Q: 3 clusters Score -1.886857e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -18868778.000000 Penalty: 5834.609375
	Iteration 44Q: 3 clusters Score -1.886878e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -18869052.000000 Penalty: 5834.609375
	Iteration 45Q: 3 clusters Score -1.886905e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -18869240.000000 Penalty: 5834.609375
	Iteration 46Q: 3 clusters Score -1.886924e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -18869586.000000 Penalty: 5834.609375
	Iteration 47Q: 3 clusters Score -1.886959e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -18869810.000000 Penalty: 5834.609375
	Iteration 48Q: 3 clusters Score -1.886981e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -18870076.000000 Penalty: 5834.609375
	Iteration 49Q: 3 clusters Score -1.887008e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -18870256.000000 Penalty: 5834.609375
	Iteration 50Q: 3 clusters Score -1.887026e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -18870402.000000 Penalty: 5834.609375
	Iteration 51Q: 3 clusters Score -1.88704e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -18870566.000000 Penalty: 5834.609375
	Iteration 52Q: 3 clusters Score -1.887057e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -18870726.000000 Penalty: 5834.609375
	Iteration 53Q: 3 clusters Score -1.887073e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121969 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -18870904.000000 Penalty: 5834.609375
	Iteration 54Q: 3 clusters Score -1.88709e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -18871086.000000 Penalty: 5834.609375
	Iteration 55Q: 3 clusters Score -1.887109e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -18871116.000000 Penalty: 5834.609375
	Iteration 56Q: 3 clusters Score -1.887112e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -18871218.000000 Penalty: 5834.609375
	Iteration 57Q: 3 clusters Score -1.887122e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -18871242.000000 Penalty: 5834.609375
	Iteration 58Q: 3 clusters Score -1.887124e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -18871292.000000 Penalty: 5834.609375
	Iteration 59Q: 3 clusters Score -1.887129e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -18871398.000000 Penalty: 5834.609375
	Iteration 60F: 3 clusters Score -1.88714e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -18871376.000000 Penalty: 5834.609375
	Iteration 61Q: 3 clusters Score -1.887138e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -18871436.000000 Penalty: 5834.609375
	Iteration 62Q: 3 clusters Score -1.887144e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -18871454.000000 Penalty: 5834.609375
	Iteration 63Q: 3 clusters Score -1.887145e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18871438.000000 Penalty: 5834.609375
	Iteration 64Q: 3 clusters Score -1.887144e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126590 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18871484.000000 Penalty: 5834.609375
	Iteration 65Q: 3 clusters Score -1.887148e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126731 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18871480.000000 Penalty: 5834.609375
	Iteration 66Q: 3 clusters Score -1.887148e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126833 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -18871476.000000 Penalty: 5834.609375
	Iteration 67Q: 3 clusters Score -1.887148e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18871460.000000 Penalty: 5834.609375
	Iteration 68Q: 3 clusters Score -1.887146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18871468.000000 Penalty: 5834.609375
	Iteration 69Q: 3 clusters Score -1.887147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18871460.000000 Penalty: 5834.609375
	Iteration 70Q: 3 clusters Score -1.887146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -18871478.000000 Penalty: 5834.609375
	Iteration 71Q: 3 clusters Score -1.887148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -18871484.000000 Penalty: 5834.609375
	Iteration 72Q: 3 clusters Score -1.887148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127144 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18871468.000000 Penalty: 5834.609375
	Iteration 73Q: 3 clusters Score -1.887147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -18871472.000000 Penalty: 5834.609375
	Iteration 74Q: 3 clusters Score -1.887147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18871472.000000 Penalty: 5834.609375
	Iteration 75Q: 3 clusters Score -1.887147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18871482.000000 Penalty: 5834.609375
	Iteration 76Q: 3 clusters Score -1.887148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18871482.000000 Penalty: 5834.609375
	Iteration 77Q: 3 clusters Score -1.887148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18871472.000000 Penalty: 5834.609375
	Iteration 78Q: 3 clusters Score -1.887147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18871450.000000 Penalty: 5834.609375
	Iteration 79Q: 3 clusters Score -1.887145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127290 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -18871464.000000 Penalty: 5834.609375
	Iteration 80F: 3 clusters Score -1.887146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -18871460.000000 Penalty: 5834.609375
	Iteration 81Q: 3 clusters Score -1.887146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -18871468.000000 Penalty: 5834.609375
	Iteration 82Q: 3 clusters Score -1.887147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18871478.000000 Penalty: 5834.609375
	Iteration 83Q: 3 clusters Score -1.887148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -18871470.000000 Penalty: 5834.609375
	Iteration 84Q: 3 clusters Score -1.887147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18871480.000000 Penalty: 5834.609375
	Iteration 85Q: 3 clusters Score -1.887148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18871470.000000 Penalty: 5834.609375
	Iteration 86Q: 3 clusters Score -1.887147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18871470.000000 Penalty: 5834.609375
	Iteration 87Q: 3 clusters Score -1.887147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18871460.000000 Penalty: 5834.609375
	Iteration 88Q: 3 clusters Score -1.887146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18871460.000000 Penalty: 5834.609375
	Iteration 89Q: 3 clusters Score -1.887146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127394 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18871466.000000 Penalty: 5834.609375
	Iteration 90Q: 3 clusters Score -1.887147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18871464.000000 Penalty: 5834.609375
	Iteration 91Q: 3 clusters Score -1.887146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18871470.000000 Penalty: 5834.609375
	Iteration 92Q: 3 clusters Score -1.887147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18871470.000000 Penalty: 5834.609375
	Iteration 93F: 3 clusters Score -1.887147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1241890.750000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -1241891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1234991.500000 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -1234992 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1236961.500000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -1236962 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1237260.500000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -1237260 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1237460.000000 Penalty: 4504.077148
	Iteration 3F: 3 clusters Score -1237460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1237640.000000 Penalty: 4504.077148
	Iteration 4Q: 3 clusters Score -1237640 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1237812.000000 Penalty: 4504.077148
	Iteration 5Q: 3 clusters Score -1237812 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1238006.750000 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -1238007 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1238221.625000 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -1238222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1238423.375000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -1238423 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1238640.500000 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -1238640 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1238861.750000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -1238862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1239062.250000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -1239062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1239249.875000 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -1239250 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1239439.500000 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -1239440 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1239592.875000 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -1239593 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1239737.000000 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -1239737 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1239841.500000 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -1239842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1239920.375000 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -1239920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1239968.125000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -1239968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1239997.875000 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -1239998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1240026.250000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -1240026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1240046.125000 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -1240046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1240054.125000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -1240054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1240065.250000 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -1240065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1240068.375000 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -1240068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1240070.125000 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -1240070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1240069.750000 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -1240070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1240070.875000 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -1240071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1240071.750000 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -1240072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1240071.375000 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -1240071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1240073.750000 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -1240074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1240073.750000 Penalty: 4504.077148
	Iteration 31F: 3 clusters Score -1240074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Entering Unmasked Estep 
Score: -6099978.500000 Penalty: 2642.825195
	Iteration 0F: 2 clusters Score -6099978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6071417.500000 Penalty: 5285.650391
	Iteration 0F: 3 clusters Score -6071418 nChanged 19357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6081984.000000 Penalty: 5285.650391
	Iteration 1F: 3 clusters Score -6081984 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6082507.000000 Penalty: 5285.650391
	Iteration 2Q: 3 clusters Score -6082507 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -6083089.500000 Penalty: 5285.650391
	Iteration 3Q: 3 clusters Score -6083090 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6083740.000000 Penalty: 5285.650391
	Iteration 4Q: 3 clusters Score -6083740 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -6084505.000000 Penalty: 5285.650391
	Iteration 5Q: 3 clusters Score -6084505 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6085409.500000 Penalty: 5285.650391
	Iteration 6Q: 3 clusters Score -6085410 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -6086467.000000 Penalty: 5285.650391
	Iteration 7Q: 3 clusters Score -6086467 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6087706.500000 Penalty: 5285.650391
	Iteration 8F: 3 clusters Score -6087706 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6088960.500000 Penalty: 5285.650391
	Iteration 9F: 3 clusters Score -6088960 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -6090232.000000 Penalty: 5285.650391
	Iteration 10Q: 3 clusters Score -6090232 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -6091464.000000 Penalty: 5285.650391
	Iteration 11Q: 3 clusters Score -6091464 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -6092670.000000 Penalty: 5285.650391
	Iteration 12Q: 3 clusters Score -6092670 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6093651.500000 Penalty: 5285.650391
	Iteration 13Q: 3 clusters Score -6093652 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -6094468.000000 Penalty: 5285.650391
	Iteration 14Q: 3 clusters Score -6094468 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -6095155.500000 Penalty: 5285.650391
	Iteration 15Q: 3 clusters Score -6095156 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -6095740.500000 Penalty: 5285.650391
	Iteration 16Q: 3 clusters Score -6095740 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -6096156.000000 Penalty: 5285.650391
	Iteration 17Q: 3 clusters Score -6096156 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -6096499.500000 Penalty: 5285.650391
	Iteration 18Q: 3 clusters Score -6096500 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -6096740.000000 Penalty: 5285.650391
	Iteration 19Q: 3 clusters Score -6096740 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -6096947.000000 Penalty: 5285.650391
	Iteration 20F: 3 clusters Score -6096947 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -6097102.500000 Penalty: 5285.650391
	Iteration 21Q: 3 clusters Score -6097102 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -6097226.500000 Penalty: 5285.650391
	Iteration 22Q: 3 clusters Score -6097226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -6097317.500000 Penalty: 5285.650391
	Iteration 23Q: 3 clusters Score -6097318 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6097385.000000 Penalty: 5285.650391
	Iteration 24Q: 3 clusters Score -6097385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -6097433.500000 Penalty: 5285.650391
	Iteration 25Q: 3 clusters Score -6097434 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6097483.000000 Penalty: 5285.650391
	Iteration 26Q: 3 clusters Score -6097483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6097543.500000 Penalty: 5285.650391
	Iteration 27Q: 3 clusters Score -6097544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -6097579.500000 Penalty: 5285.650391
	Iteration 28Q: 3 clusters Score -6097580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -6097620.500000 Penalty: 5285.650391
	Iteration 29Q: 3 clusters Score -6097620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6097661.500000 Penalty: 5285.650391
	Iteration 30Q: 3 clusters Score -6097662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -6097688.500000 Penalty: 5285.650391
	Iteration 31Q: 3 clusters Score -6097688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -6097688.500000 Penalty: 5285.650391
	Iteration 32Q: 3 clusters Score -6097688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -6097705.500000 Penalty: 5285.650391
	Iteration 33Q: 3 clusters Score -6097706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -6097720.000000 Penalty: 5285.650391
	Iteration 34Q: 3 clusters Score -6097720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -6097736.500000 Penalty: 5285.650391
	Iteration 35Q: 3 clusters Score -6097736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -6097734.500000 Penalty: 5285.650391
	Iteration 36Q: 3 clusters Score -6097734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -6097753.500000 Penalty: 5285.650391
	Iteration 37Q: 3 clusters Score -6097754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6097760.000000 Penalty: 5285.650391
	Iteration 38Q: 3 clusters Score -6097760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -6097771.500000 Penalty: 5285.650391
	Iteration 39Q: 3 clusters Score -6097772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -6097777.000000 Penalty: 5285.650391
	Iteration 40F: 3 clusters Score -6097777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6097777.000000 Penalty: 5285.650391
	Iteration 41Q: 3 clusters Score -6097777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -6097780.000000 Penalty: 5285.650391
	Iteration 42Q: 3 clusters Score -6097780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -6097779.500000 Penalty: 5285.650391
	Iteration 43Q: 3 clusters Score -6097780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -6097777.000000 Penalty: 5285.650391
	Iteration 44Q: 3 clusters Score -6097777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -6097784.000000 Penalty: 5285.650391
	Iteration 45Q: 3 clusters Score -6097784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -6097785.000000 Penalty: 5285.650391
	Iteration 46Q: 3 clusters Score -6097785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -6097789.500000 Penalty: 5285.650391
	Iteration 47Q: 3 clusters Score -6097790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -6097795.000000 Penalty: 5285.650391
	Iteration 48Q: 3 clusters Score -6097795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -6097791.500000 Penalty: 5285.650391
	Iteration 49Q: 3 clusters Score -6097792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -6097799.500000 Penalty: 5285.650391
	Iteration 50Q: 3 clusters Score -6097800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6097798.500000 Penalty: 5285.650391
	Iteration 51Q: 3 clusters Score -6097798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -6097808.000000 Penalty: 5285.650391
	Iteration 52Q: 3 clusters Score -6097808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -6097808.000000 Penalty: 5285.650391
	Iteration 53Q: 3 clusters Score -6097808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -6097806.500000 Penalty: 5285.650391
	Iteration 54Q: 3 clusters Score -6097806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -6097801.000000 Penalty: 5285.650391
	Iteration 55Q: 3 clusters Score -6097801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -6097801.500000 Penalty: 5285.650391
	Iteration 56Q: 3 clusters Score -6097802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6097800.000000 Penalty: 5285.650391
	Iteration 57Q: 3 clusters Score -6097800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6097800.000000 Penalty: 5285.650391
	Iteration 58F: 3 clusters Score -6097800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Entering Unmasked Estep 
Score: -4882094.000000 Penalty: 2580.279785
	Iteration 0F: 2 clusters Score -4882094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4859725.500000 Penalty: 5160.559570
	Iteration 0F: 3 clusters Score -4859726 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4867747.000000 Penalty: 5160.559570
	Iteration 1F: 3 clusters Score -4867747 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4868202.000000 Penalty: 5160.559570
	Iteration 2Q: 3 clusters Score -4868202 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4868772.500000 Penalty: 5160.559570
	Iteration 3Q: 3 clusters Score -4868772 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4869412.000000 Penalty: 5160.559570
	Iteration 4Q: 3 clusters Score -4869412 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4870267.500000 Penalty: 5160.559570
	Iteration 5Q: 3 clusters Score -4870268 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4871256.500000 Penalty: 5160.559570
	Iteration 6F: 3 clusters Score -4871256 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4872402.500000 Penalty: 5160.559570
	Iteration 7F: 3 clusters Score -4872402 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4873649.500000 Penalty: 5160.559570
	Iteration 8F: 3 clusters Score -4873650 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4875072.500000 Penalty: 5160.559570
	Iteration 9F: 3 clusters Score -4875072 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4876590.000000 Penalty: 5160.559570
	Iteration 10Q: 3 clusters Score -4876590 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4877653.500000 Penalty: 5160.559570
	Iteration 11Q: 3 clusters Score -4877654 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4878210.500000 Penalty: 5160.559570
	Iteration 12Q: 3 clusters Score -4878210 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4878462.000000 Penalty: 5160.559570
	Iteration 13Q: 3 clusters Score -4878462 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4878630.500000 Penalty: 5160.559570
	Iteration 14Q: 3 clusters Score -4878630 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4878762.000000 Penalty: 5160.559570
	Iteration 15Q: 3 clusters Score -4878762 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4878859.500000 Penalty: 5160.559570
	Iteration 16Q: 3 clusters Score -4878860 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4878967.000000 Penalty: 5160.559570
	Iteration 17Q: 3 clusters Score -4878967 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4879058.500000 Penalty: 5160.559570
	Iteration 18Q: 3 clusters Score -4879058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4879150.000000 Penalty: 5160.559570
	Iteration 19Q: 3 clusters Score -4879150 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4879217.000000 Penalty: 5160.559570
	Iteration 20F: 3 clusters Score -4879217 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4879278.000000 Penalty: 5160.559570
	Iteration 21Q: 3 clusters Score -4879278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4879312.000000 Penalty: 5160.559570
	Iteration 22Q: 3 clusters Score -4879312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4879343.500000 Penalty: 5160.559570
	Iteration 23Q: 3 clusters Score -4879344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4879358.500000 Penalty: 5160.559570
	Iteration 24Q: 3 clusters Score -4879358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4879372.500000 Penalty: 5160.559570
	Iteration 25Q: 3 clusters Score -4879372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4879414.000000 Penalty: 5160.559570
	Iteration 26Q: 3 clusters Score -4879414 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4879441.000000 Penalty: 5160.559570
	Iteration 27Q: 3 clusters Score -4879441 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4879470.500000 Penalty: 5160.559570
	Iteration 28Q: 3 clusters Score -4879470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4879499.500000 Penalty: 5160.559570
	Iteration 29Q: 3 clusters Score -4879500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4879517.500000 Penalty: 5160.559570
	Iteration 30Q: 3 clusters Score -4879518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4879545.000000 Penalty: 5160.559570
	Iteration 31Q: 3 clusters Score -4879545 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4879560.500000 Penalty: 5160.559570
	Iteration 32Q: 3 clusters Score -4879560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4879577.000000 Penalty: 5160.559570
	Iteration 33Q: 3 clusters Score -4879577 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4879592.000000 Penalty: 5160.559570
	Iteration 34Q: 3 clusters Score -4879592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4879605.500000 Penalty: 5160.559570
	Iteration 35Q: 3 clusters Score -4879606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4879641.000000 Penalty: 5160.559570
	Iteration 36Q: 3 clusters Score -4879641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -4879642.000000 Penalty: 5160.559570
	Iteration 37Q: 3 clusters Score -4879642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4879665.500000 Penalty: 5160.559570
	Iteration 38Q: 3 clusters Score -4879666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4879699.500000 Penalty: 5160.559570
	Iteration 39Q: 3 clusters Score -4879700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4879714.000000 Penalty: 5160.559570
	Iteration 40F: 3 clusters Score -4879714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4879738.000000 Penalty: 5160.559570
	Iteration 41Q: 3 clusters Score -4879738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4879732.500000 Penalty: 5160.559570
	Iteration 42Q: 3 clusters Score -4879732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4879756.500000 Penalty: 5160.559570
	Iteration 43Q: 3 clusters Score -4879756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4879765.500000 Penalty: 5160.559570
	Iteration 44Q: 3 clusters Score -4879766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4879782.000000 Penalty: 5160.559570
	Iteration 45Q: 3 clusters Score -4879782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4879789.000000 Penalty: 5160.559570
	Iteration 46Q: 3 clusters Score -4879789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4879797.500000 Penalty: 5160.559570
	Iteration 47Q: 3 clusters Score -4879798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4879798.000000 Penalty: 5160.559570
	Iteration 48Q: 3 clusters Score -4879798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4879812.000000 Penalty: 5160.559570
	Iteration 49Q: 3 clusters Score -4879812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4879821.500000 Penalty: 5160.559570
	Iteration 50Q: 3 clusters Score -4879822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4879827.500000 Penalty: 5160.559570
	Iteration 51Q: 3 clusters Score -4879828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4879825.500000 Penalty: 5160.559570
	Iteration 52Q: 3 clusters Score -4879826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4879829.500000 Penalty: 5160.559570
	Iteration 53Q: 3 clusters Score -4879830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4879836.000000 Penalty: 5160.559570
	Iteration 54Q: 3 clusters Score -4879836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4879844.500000 Penalty: 5160.559570
	Iteration 55Q: 3 clusters Score -4879844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4879843.000000 Penalty: 5160.559570
	Iteration 56Q: 3 clusters Score -4879843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4879856.000000 Penalty: 5160.559570
	Iteration 57Q: 3 clusters Score -4879856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4879858.000000 Penalty: 5160.559570
	Iteration 58Q: 3 clusters Score -4879858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4879867.000000 Penalty: 5160.559570
	Iteration 59Q: 3 clusters Score -4879867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4879872.000000 Penalty: 5160.559570
	Iteration 60F: 3 clusters Score -4879872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4879881.000000 Penalty: 5160.559570
	Iteration 61Q: 3 clusters Score -4879881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4879882.000000 Penalty: 5160.559570
	Iteration 62Q: 3 clusters Score -4879882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4879886.000000 Penalty: 5160.559570
	Iteration 63Q: 3 clusters Score -4879886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4879880.500000 Penalty: 5160.559570
	Iteration 64Q: 3 clusters Score -4879880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4879876.000000 Penalty: 5160.559570
	Iteration 65Q: 3 clusters Score -4879876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4879880.000000 Penalty: 5160.559570
	Iteration 66Q: 3 clusters Score -4879880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4879888.500000 Penalty: 5160.559570
	Iteration 67Q: 3 clusters Score -4879888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4879882.500000 Penalty: 5160.559570
	Iteration 68Q: 3 clusters Score -4879882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4879877.000000 Penalty: 5160.559570
	Iteration 69Q: 3 clusters Score -4879877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4879884.000000 Penalty: 5160.559570
	Iteration 70Q: 3 clusters Score -4879884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4879882.000000 Penalty: 5160.559570
	Iteration 71Q: 3 clusters Score -4879882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4879882.000000 Penalty: 5160.559570
	Iteration 72Q: 3 clusters Score -4879882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4879880.000000 Penalty: 5160.559570
	Iteration 73Q: 3 clusters Score -4879880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4879881.000000 Penalty: 5160.559570
	Iteration 74Q: 3 clusters Score -4879881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4879881.500000 Penalty: 5160.559570
	Iteration 75Q: 3 clusters Score -4879882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4879882.500000 Penalty: 5160.559570
	Iteration 76Q: 3 clusters Score -4879882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4879882.500000 Penalty: 5160.559570
	Iteration 77F: 3 clusters Score -4879882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Entering Unmasked Estep 
Score: -5070523.000000 Penalty: 2588.817871
	Iteration 0F: 2 clusters Score -5070523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5047268.500000 Penalty: 5177.635742
	Iteration 0F: 3 clusters Score -5047268 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5055720.500000 Penalty: 5177.635742
	Iteration 1F: 3 clusters Score -5055720 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5056152.500000 Penalty: 5177.635742
	Iteration 2Q: 3 clusters Score -5056152 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5056550.500000 Penalty: 5177.635742
	Iteration 3Q: 3 clusters Score -5056550 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5056901.500000 Penalty: 5177.635742
	Iteration 4Q: 3 clusters Score -5056902 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -5057252.500000 Penalty: 5177.635742
	Iteration 5Q: 3 clusters Score -5057252 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5057654.500000 Penalty: 5177.635742
	Iteration 6Q: 3 clusters Score -5057654 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5058122.000000 Penalty: 5177.635742
	Iteration 7Q: 3 clusters Score -5058122 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -5058703.500000 Penalty: 5177.635742
	Iteration 8Q: 3 clusters Score -5058704 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5059445.000000 Penalty: 5177.635742
	Iteration 9Q: 3 clusters Score -5059445 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5060322.000000 Penalty: 5177.635742
	Iteration 10Q: 3 clusters Score -5060322 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5061375.000000 Penalty: 5177.635742
	Iteration 11Q: 3 clusters Score -5061375 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -5062425.000000 Penalty: 5177.635742
	Iteration 12Q: 3 clusters Score -5062425 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -5063396.500000 Penalty: 5177.635742
	Iteration 13Q: 3 clusters Score -5063396 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5064143.000000 Penalty: 5177.635742
	Iteration 14Q: 3 clusters Score -5064143 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5064588.500000 Penalty: 5177.635742
	Iteration 15Q: 3 clusters Score -5064588 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5064841.000000 Penalty: 5177.635742
	Iteration 16Q: 3 clusters Score -5064841 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -5064975.000000 Penalty: 5177.635742
	Iteration 17Q: 3 clusters Score -5064975 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -5065061.500000 Penalty: 5177.635742
	Iteration 18Q: 3 clusters Score -5065062 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -5065131.500000 Penalty: 5177.635742
	Iteration 19Q: 3 clusters Score -5065132 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5065199.000000 Penalty: 5177.635742
	Iteration 20F: 3 clusters Score -5065199 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5065291.000000 Penalty: 5177.635742
	Iteration 21Q: 3 clusters Score -5065291 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5065357.500000 Penalty: 5177.635742
	Iteration 22Q: 3 clusters Score -5065358 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -5065422.500000 Penalty: 5177.635742
	Iteration 23Q: 3 clusters Score -5065422 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5065508.000000 Penalty: 5177.635742
	Iteration 24Q: 3 clusters Score -5065508 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -5065568.500000 Penalty: 5177.635742
	Iteration 25Q: 3 clusters Score -5065568 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5065634.500000 Penalty: 5177.635742
	Iteration 26Q: 3 clusters Score -5065634 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5065687.000000 Penalty: 5177.635742
	Iteration 27Q: 3 clusters Score -5065687 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5065727.500000 Penalty: 5177.635742
	Iteration 28Q: 3 clusters Score -5065728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5065756.000000 Penalty: 5177.635742
	Iteration 29Q: 3 clusters Score -5065756 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5065814.000000 Penalty: 5177.635742
	Iteration 30Q: 3 clusters Score -5065814 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -5065864.000000 Penalty: 5177.635742
	Iteration 31Q: 3 clusters Score -5065864 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5065938.000000 Penalty: 5177.635742
	Iteration 32Q: 3 clusters Score -5065938 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -5065992.000000 Penalty: 5177.635742
	Iteration 33Q: 3 clusters Score -5065992 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5066034.500000 Penalty: 5177.635742
	Iteration 34Q: 3 clusters Score -5066034 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5066064.000000 Penalty: 5177.635742
	Iteration 35Q: 3 clusters Score -5066064 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5066122.500000 Penalty: 5177.635742
	Iteration 36Q: 3 clusters Score -5066122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -5066174.000000 Penalty: 5177.635742
	Iteration 37Q: 3 clusters Score -5066174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5066229.000000 Penalty: 5177.635742
	Iteration 38Q: 3 clusters Score -5066229 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5066265.500000 Penalty: 5177.635742
	Iteration 39Q: 3 clusters Score -5066266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5066311.000000 Penalty: 5177.635742
	Iteration 40F: 3 clusters Score -5066311 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -5066383.000000 Penalty: 5177.635742
	Iteration 41Q: 3 clusters Score -5066383 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5066455.000000 Penalty: 5177.635742
	Iteration 42Q: 3 clusters Score -5066455 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5066528.000000 Penalty: 5177.635742
	Iteration 43Q: 3 clusters Score -5066528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5066635.500000 Penalty: 5177.635742
	Iteration 44Q: 3 clusters Score -5066636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5066731.000000 Penalty: 5177.635742
	Iteration 45Q: 3 clusters Score -5066731 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5066833.000000 Penalty: 5177.635742
	Iteration 46Q: 3 clusters Score -5066833 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5066929.000000 Penalty: 5177.635742
	Iteration 47Q: 3 clusters Score -5066929 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5067030.500000 Penalty: 5177.635742
	Iteration 48Q: 3 clusters Score -5067030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5067138.000000 Penalty: 5177.635742
	Iteration 49Q: 3 clusters Score -5067138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5067246.000000 Penalty: 5177.635742
	Iteration 50Q: 3 clusters Score -5067246 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5067351.000000 Penalty: 5177.635742
	Iteration 51Q: 3 clusters Score -5067351 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5067455.500000 Penalty: 5177.635742
	Iteration 52Q: 3 clusters Score -5067456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5067524.000000 Penalty: 5177.635742
	Iteration 53Q: 3 clusters Score -5067524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5067617.000000 Penalty: 5177.635742
	Iteration 54Q: 3 clusters Score -5067617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5067724.500000 Penalty: 5177.635742
	Iteration 55Q: 3 clusters Score -5067724 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5067834.500000 Penalty: 5177.635742
	Iteration 56Q: 3 clusters Score -5067834 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5067923.500000 Penalty: 5177.635742
	Iteration 57Q: 3 clusters Score -5067924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5067990.500000 Penalty: 5177.635742
	Iteration 58Q: 3 clusters Score -5067990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5068020.000000 Penalty: 5177.635742
	Iteration 59Q: 3 clusters Score -5068020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5068069.000000 Penalty: 5177.635742
	Iteration 60F: 3 clusters Score -5068069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5068121.000000 Penalty: 5177.635742
	Iteration 61Q: 3 clusters Score -5068121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5068156.500000 Penalty: 5177.635742
	Iteration 62Q: 3 clusters Score -5068156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5068181.000000 Penalty: 5177.635742
	Iteration 63Q: 3 clusters Score -5068181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5068197.500000 Penalty: 5177.635742
	Iteration 64Q: 3 clusters Score -5068198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5068220.000000 Penalty: 5177.635742
	Iteration 65Q: 3 clusters Score -5068220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5068239.000000 Penalty: 5177.635742
	Iteration 66Q: 3 clusters Score -5068239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5068253.000000 Penalty: 5177.635742
	Iteration 67Q: 3 clusters Score -5068253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5068275.000000 Penalty: 5177.635742
	Iteration 68Q: 3 clusters Score -5068275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5068293.000000 Penalty: 5177.635742
	Iteration 69Q: 3 clusters Score -5068293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5068314.500000 Penalty: 5177.635742
	Iteration 70Q: 3 clusters Score -5068314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5068317.500000 Penalty: 5177.635742
	Iteration 71Q: 3 clusters Score -5068318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5068325.000000 Penalty: 5177.635742
	Iteration 72Q: 3 clusters Score -5068325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5068330.000000 Penalty: 5177.635742
	Iteration 73Q: 3 clusters Score -5068330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5068342.500000 Penalty: 5177.635742
	Iteration 74Q: 3 clusters Score -5068342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5068340.000000 Penalty: 5177.635742
	Iteration 75Q: 3 clusters Score -5068340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5068346.000000 Penalty: 5177.635742
	Iteration 76Q: 3 clusters Score -5068346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5068346.500000 Penalty: 5177.635742
	Iteration 77Q: 3 clusters Score -5068346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5068355.500000 Penalty: 5177.635742
	Iteration 78Q: 3 clusters Score -5068356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5068367.500000 Penalty: 5177.635742
	Iteration 79Q: 3 clusters Score -5068368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5068368.500000 Penalty: 5177.635742
	Iteration 80F: 3 clusters Score -5068368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5068364.000000 Penalty: 5177.635742
	Iteration 81Q: 3 clusters Score -5068364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5068369.500000 Penalty: 5177.635742
	Iteration 82Q: 3 clusters Score -5068370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5068369.500000 Penalty: 5177.635742
	Iteration 83F: 3 clusters Score -5068370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -83153.484375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -83153.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81541.992188 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -81541.99 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81966.429688 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -81966.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82317.343750 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -82317.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -82947.914062 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -82947.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -83657.820312 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -83657.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83775.406250 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -83775.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83827.656250 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -83827.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83849.273438 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -83849.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83855.937500 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -83855.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83858.046875 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -83858.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83858.046875 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -83858.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 128454 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34159 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23035 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197435 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 126 members 
Entering Unmasked Estep 
Score: -128965600.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128966640.000000 to -128965600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Entering Unmasked Estep 
Score: -5552710.000000 Penalty: 2628.665039
	Iteration 0F: 2 clusters Score -5552710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5525558.000000 Penalty: 5257.330078
	Iteration 0F: 3 clusters Score -5525558 nChanged 18243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5535984.500000 Penalty: 5257.330078
	Iteration 1F: 3 clusters Score -5535984 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5536907.000000 Penalty: 5257.330078
	Iteration 2F: 3 clusters Score -5536907 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5537877.000000 Penalty: 5257.330078
	Iteration 3F: 3 clusters Score -5537877 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5538956.500000 Penalty: 5257.330078
	Iteration 4F: 3 clusters Score -5538956 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5540117.000000 Penalty: 5257.330078
	Iteration 5F: 3 clusters Score -5540117 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5541564.500000 Penalty: 5257.330078
	Iteration 6F: 3 clusters Score -5541564 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5543221.000000 Penalty: 5257.330078
	Iteration 7F: 3 clusters Score -5543221 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5545013.500000 Penalty: 5257.330078
	Iteration 8F: 3 clusters Score -5545014 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5546666.000000 Penalty: 5257.330078
	Iteration 9F: 3 clusters Score -5546666 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5547986.500000 Penalty: 5257.330078
	Iteration 10Q: 3 clusters Score -5547986 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -5548850.000000 Penalty: 5257.330078
	Iteration 11Q: 3 clusters Score -5548850 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5549516.000000 Penalty: 5257.330078
	Iteration 12Q: 3 clusters Score -5549516 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -5550001.500000 Penalty: 5257.330078
	Iteration 13Q: 3 clusters Score -5550002 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5550402.000000 Penalty: 5257.330078
	Iteration 14Q: 3 clusters Score -5550402 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5550697.500000 Penalty: 5257.330078
	Iteration 15Q: 3 clusters Score -5550698 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5550868.500000 Penalty: 5257.330078
	Iteration 16Q: 3 clusters Score -5550868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5550995.500000 Penalty: 5257.330078
	Iteration 17Q: 3 clusters Score -5550996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5551082.500000 Penalty: 5257.330078
	Iteration 18Q: 3 clusters Score -5551082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5551143.500000 Penalty: 5257.330078
	Iteration 19Q: 3 clusters Score -5551144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -5551189.000000 Penalty: 5257.330078
	Iteration 20F: 3 clusters Score -5551189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5551209.500000 Penalty: 5257.330078
	Iteration 21Q: 3 clusters Score -5551210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5551214.500000 Penalty: 5257.330078
	Iteration 22Q: 3 clusters Score -5551214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5551218.500000 Penalty: 5257.330078
	Iteration 23Q: 3 clusters Score -5551218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5551235.500000 Penalty: 5257.330078
	Iteration 24Q: 3 clusters Score -5551236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5551237.000000 Penalty: 5257.330078
	Iteration 25Q: 3 clusters Score -5551237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5551241.500000 Penalty: 5257.330078
	Iteration 26Q: 3 clusters Score -5551242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5551256.000000 Penalty: 5257.330078
	Iteration 27Q: 3 clusters Score -5551256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5551256.500000 Penalty: 5257.330078
	Iteration 28Q: 3 clusters Score -5551256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5551266.500000 Penalty: 5257.330078
	Iteration 29Q: 3 clusters Score -5551266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5551267.500000 Penalty: 5257.330078
	Iteration 30Q: 3 clusters Score -5551268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5551270.000000 Penalty: 5257.330078
	Iteration 31Q: 3 clusters Score -5551270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5551269.500000 Penalty: 5257.330078
	Iteration 32Q: 3 clusters Score -5551270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -5551273.500000 Penalty: 5257.330078
	Iteration 33Q: 3 clusters Score -5551274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -5551277.500000 Penalty: 5257.330078
	Iteration 34Q: 3 clusters Score -5551278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5551272.500000 Penalty: 5257.330078
	Iteration 35Q: 3 clusters Score -5551272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5551275.500000 Penalty: 5257.330078
	Iteration 36Q: 3 clusters Score -5551276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5551273.500000 Penalty: 5257.330078
	Iteration 37Q: 3 clusters Score -5551274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5551273.500000 Penalty: 5257.330078
	Iteration 38F: 3 clusters Score -5551274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Entering Unmasked Estep 
Score: -3852378.250000 Penalty: 2520.663330
	Iteration 0F: 2 clusters Score -3852378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3834516.000000 Penalty: 5041.326660
	Iteration 0F: 3 clusters Score -3834516 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3840512.750000 Penalty: 5041.326660
	Iteration 1F: 3 clusters Score -3840513 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3840837.000000 Penalty: 5041.326660
	Iteration 2Q: 3 clusters Score -3840837 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3841113.250000 Penalty: 5041.326660
	Iteration 3Q: 3 clusters Score -3841113 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3841381.000000 Penalty: 5041.326660
	Iteration 4Q: 3 clusters Score -3841381 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3841665.000000 Penalty: 5041.326660
	Iteration 5Q: 3 clusters Score -3841665 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3842031.250000 Penalty: 5041.326660
	Iteration 6Q: 3 clusters Score -3842031 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3842480.750000 Penalty: 5041.326660
	Iteration 7Q: 3 clusters Score -3842481 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3843129.000000 Penalty: 5041.326660
	Iteration 8Q: 3 clusters Score -3843129 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3844066.500000 Penalty: 5041.326660
	Iteration 9F: 3 clusters Score -3844066 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3845344.500000 Penalty: 5041.326660
	Iteration 10F: 3 clusters Score -3845344 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3846708.250000 Penalty: 5041.326660
	Iteration 11F: 3 clusters Score -3846708 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3847940.750000 Penalty: 5041.326660
	Iteration 12F: 3 clusters Score -3847941 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3848881.000000 Penalty: 5041.326660
	Iteration 13Q: 3 clusters Score -3848881 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3849452.250000 Penalty: 5041.326660
	Iteration 14Q: 3 clusters Score -3849452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3849774.250000 Penalty: 5041.326660
	Iteration 15Q: 3 clusters Score -3849774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3849941.250000 Penalty: 5041.326660
	Iteration 16Q: 3 clusters Score -3849941 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3850042.500000 Penalty: 5041.326660
	Iteration 17Q: 3 clusters Score -3850042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3850112.500000 Penalty: 5041.326660
	Iteration 18Q: 3 clusters Score -3850112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3850148.250000 Penalty: 5041.326660
	Iteration 19Q: 3 clusters Score -3850148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3850164.750000 Penalty: 5041.326660
	Iteration 20F: 3 clusters Score -3850165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3850188.500000 Penalty: 5041.326660
	Iteration 21Q: 3 clusters Score -3850188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3850208.500000 Penalty: 5041.326660
	Iteration 22Q: 3 clusters Score -3850208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3850216.750000 Penalty: 5041.326660
	Iteration 23Q: 3 clusters Score -3850217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3850225.250000 Penalty: 5041.326660
	Iteration 24Q: 3 clusters Score -3850225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3850239.000000 Penalty: 5041.326660
	Iteration 25Q: 3 clusters Score -3850239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3850243.250000 Penalty: 5041.326660
	Iteration 26Q: 3 clusters Score -3850243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3850259.250000 Penalty: 5041.326660
	Iteration 27Q: 3 clusters Score -3850259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3850267.250000 Penalty: 5041.326660
	Iteration 28Q: 3 clusters Score -3850267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3850272.500000 Penalty: 5041.326660
	Iteration 29Q: 3 clusters Score -3850272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3850277.250000 Penalty: 5041.326660
	Iteration 30Q: 3 clusters Score -3850277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3850274.000000 Penalty: 5041.326660
	Iteration 31Q: 3 clusters Score -3850274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3850278.250000 Penalty: 5041.326660
	Iteration 32Q: 3 clusters Score -3850278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3850278.250000 Penalty: 5041.326660
	Iteration 33F: 3 clusters Score -3850278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -244153.984375 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -244154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241580.609375 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -241580.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -242076.906250 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -242076.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -242295.921875 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -242295.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -242432.687500 Penalty: 3751.862305
	Iteration 3F: 3 clusters Score -242432.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -242503.968750 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -242504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -242553.750000 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -242553.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -242598.656250 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -242598.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -242633.437500 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -242633.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242663.500000 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -242663.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242699.765625 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -242699.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -242738.937500 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -242738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242770.562500 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -242770.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -242806.593750 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -242806.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242842.265625 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -242842.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242863.109375 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -242863.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242878.390625 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -242878.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242902.296875 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -242902.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -242931.156250 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -242931.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -242950.609375 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -242950.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -242965.203125 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -242965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -242983.281250 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -242983.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242996.328125 Penalty: 3751.862305
	Iteration 21Q: 3 clusters Score -242996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -243001.937500 Penalty: 3751.862305
	Iteration 22Q: 3 clusters Score -243001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243004.343750 Penalty: 3751.862305
	Iteration 23Q: 3 clusters Score -243004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -243005.750000 Penalty: 3751.862305
	Iteration 24Q: 3 clusters Score -243005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -243008.578125 Penalty: 3751.862305
	Iteration 25Q: 3 clusters Score -243008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -243008.890625 Penalty: 3751.862305
	Iteration 26Q: 3 clusters Score -243008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -243010.218750 Penalty: 3751.862305
	Iteration 27Q: 3 clusters Score -243010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -243010.578125 Penalty: 3751.862305
	Iteration 28Q: 3 clusters Score -243010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243011.890625 Penalty: 3751.862305
	Iteration 29Q: 3 clusters Score -243011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243013.078125 Penalty: 3751.862305
	Iteration 30Q: 3 clusters Score -243013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243013.078125 Penalty: 3751.862305
	Iteration 31F: 3 clusters Score -243013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 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 454 members 
Entering Unmasked Estep 
Score: -120125.890625 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120125.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120617.890625 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120617.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121053.601562 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -121053.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121410.328125 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -121410.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -121631.789062 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -121631.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -121790.625000 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -121790.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121864.351562 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -121864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121906.328125 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -121906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121919.781250 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121943.140625 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121986.343750 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122036.929688 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -122036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122048.671875 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -122048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122049.234375 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -122049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122049.234375 Penalty: 3380.013184
	Iteration 14F: 3 clusters Score -122049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 128454 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34159 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23035 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197435 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 700 members 
Entering Unmasked Estep 
Score: -128964888.000000 Penalty: 105449.875000
Splitting cluster 14 changes total score from -128966640.000000 to -128964888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Entering Unmasked Estep 
Score: -1534107.875000 Penalty: 2330.164307
	Iteration 0F: 2 clusters Score -1534108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1525248.625000 Penalty: 4660.328613
	Iteration 0F: 3 clusters Score -1525249 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1528202.250000 Penalty: 4660.328613
	Iteration 1F: 3 clusters Score -1528202 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1529028.000000 Penalty: 4660.328613
	Iteration 2F: 3 clusters Score -1529028 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1529997.375000 Penalty: 4660.328613
	Iteration 3F: 3 clusters Score -1529997 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1531028.750000 Penalty: 4660.328613
	Iteration 4F: 3 clusters Score -1531029 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1531973.875000 Penalty: 4660.328613
	Iteration 5F: 3 clusters Score -1531974 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1532732.250000 Penalty: 4660.328613
	Iteration 6F: 3 clusters Score -1532732 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1533185.250000 Penalty: 4660.328613
	Iteration 7Q: 3 clusters Score -1533185 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1533430.625000 Penalty: 4660.328613
	Iteration 8Q: 3 clusters Score -1533431 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1533567.625000 Penalty: 4660.328613
	Iteration 9Q: 3 clusters Score -1533568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1533642.250000 Penalty: 4660.328613
	Iteration 10Q: 3 clusters Score -1533642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1533676.000000 Penalty: 4660.328613
	Iteration 11Q: 3 clusters Score -1533676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1533702.500000 Penalty: 4660.328613
	Iteration 12Q: 3 clusters Score -1533702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1533716.125000 Penalty: 4660.328613
	Iteration 13Q: 3 clusters Score -1533716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1533723.375000 Penalty: 4660.328613
	Iteration 14Q: 3 clusters Score -1533723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1533731.750000 Penalty: 4660.328613
	Iteration 15Q: 3 clusters Score -1533732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1533736.750000 Penalty: 4660.328613
	Iteration 16Q: 3 clusters Score -1533737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1533741.750000 Penalty: 4660.328613
	Iteration 17Q: 3 clusters Score -1533742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1533742.250000 Penalty: 4660.328613
	Iteration 18Q: 3 clusters Score -1533742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1533745.375000 Penalty: 4660.328613
	Iteration 19Q: 3 clusters Score -1533745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1533747.250000 Penalty: 4660.328613
	Iteration 20F: 3 clusters Score -1533747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1533748.250000 Penalty: 4660.328613
	Iteration 21Q: 3 clusters Score -1533748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1533748.875000 Penalty: 4660.328613
	Iteration 22Q: 3 clusters Score -1533749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1533748.875000 Penalty: 4660.328613
	Iteration 23Q: 3 clusters Score -1533749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1533749.750000 Penalty: 4660.328613
	Iteration 24Q: 3 clusters Score -1533750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1533749.875000 Penalty: 4660.328613
	Iteration 25Q: 3 clusters Score -1533750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1533749.875000 Penalty: 4660.328613
	Iteration 26F: 3 clusters Score -1533750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -437897.562500 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -437897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -434582.625000 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -434582.6 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -435301.718750 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -435301.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -435556.937500 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -435556.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -435689.375000 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -435689.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435776.937500 Penalty: 3975.274658
	Iteration 4Q: 3 clusters Score -435776.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -435841.562500 Penalty: 3975.274658
	Iteration 5Q: 3 clusters Score -435841.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -435893.375000 Penalty: 3975.274658
	Iteration 6Q: 3 clusters Score -435893.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -435946.843750 Penalty: 3975.274658
	Iteration 7Q: 3 clusters Score -435946.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -436005.687500 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -436005.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436064.406250 Penalty: 3975.274658
	Iteration 9Q: 3 clusters Score -436064.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -436153.375000 Penalty: 3975.274658
	Iteration 10Q: 3 clusters Score -436153.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -436255.781250 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -436255.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -436352.718750 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -436352.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -436425.718750 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -436425.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -436484.156250 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -436484.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -436516.687500 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -436516.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -436535.375000 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -436535.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -436559.687500 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -436559.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -436587.593750 Penalty: 3975.274658
	Iteration 18Q: 3 clusters Score -436587.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -436607.125000 Penalty: 3975.274658
	Iteration 19Q: 3 clusters Score -436607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -436621.062500 Penalty: 3975.274658
	Iteration 20F: 3 clusters Score -436621.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -436629.750000 Penalty: 3975.274658
	Iteration 21Q: 3 clusters Score -436629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -436636.437500 Penalty: 3975.274658
	Iteration 22Q: 3 clusters Score -436636.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436641.312500 Penalty: 3975.274658
	Iteration 23Q: 3 clusters Score -436641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436644.468750 Penalty: 3975.274658
	Iteration 24Q: 3 clusters Score -436644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -436647.500000 Penalty: 3975.274658
	Iteration 25Q: 3 clusters Score -436647.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436650.687500 Penalty: 3975.274658
	Iteration 26Q: 3 clusters Score -436650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -436654.093750 Penalty: 3975.274658
	Iteration 27Q: 3 clusters Score -436654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -436658.750000 Penalty: 3975.274658
	Iteration 28Q: 3 clusters Score -436658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -436661.718750 Penalty: 3975.274658
	Iteration 29Q: 3 clusters Score -436661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -436666.906250 Penalty: 3975.274658
	Iteration 30Q: 3 clusters Score -436666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -436670.906250 Penalty: 3975.274658
	Iteration 31Q: 3 clusters Score -436670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -436675.437500 Penalty: 3975.274658
	Iteration 32Q: 3 clusters Score -436675.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -436682.906250 Penalty: 3975.274658
	Iteration 33Q: 3 clusters Score -436682.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -436691.656250 Penalty: 3975.274658
	Iteration 34Q: 3 clusters Score -436691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -436698.875000 Penalty: 3975.274658
	Iteration 35Q: 3 clusters Score -436698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -436705.000000 Penalty: 3975.274658
	Iteration 36Q: 3 clusters Score -436705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -436713.156250 Penalty: 3975.274658
	Iteration 37Q: 3 clusters Score -436713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -436723.031250 Penalty: 3975.274658
	Iteration 38Q: 3 clusters Score -436723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -436729.968750 Penalty: 3975.274658
	Iteration 39Q: 3 clusters Score -436730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -436737.937500 Penalty: 3975.274658
	Iteration 40F: 3 clusters Score -436737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -436744.656250 Penalty: 3975.274658
	Iteration 41Q: 3 clusters Score -436744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -436749.312500 Penalty: 3975.274658
	Iteration 42Q: 3 clusters Score -436749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -436753.937500 Penalty: 3975.274658
	Iteration 43Q: 3 clusters Score -436753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -436756.312500 Penalty: 3975.274658
	Iteration 44Q: 3 clusters Score -436756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -436756.281250 Penalty: 3975.274658
	Iteration 45Q: 3 clusters Score -436756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -436759.343750 Penalty: 3975.274658
	Iteration 46Q: 3 clusters Score -436759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -436760.906250 Penalty: 3975.274658
	Iteration 47Q: 3 clusters Score -436760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -436763.000000 Penalty: 3975.274658
	Iteration 48Q: 3 clusters Score -436763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -436766.968750 Penalty: 3975.274658
	Iteration 49Q: 3 clusters Score -436767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -436768.875000 Penalty: 3975.274658
	Iteration 50Q: 3 clusters Score -436768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -436772.000000 Penalty: 3975.274658
	Iteration 51Q: 3 clusters Score -436772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -436777.750000 Penalty: 3975.274658
	Iteration 52Q: 3 clusters Score -436777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -436783.281250 Penalty: 3975.274658
	Iteration 53Q: 3 clusters Score -436783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -436787.687500 Penalty: 3975.274658
	Iteration 54Q: 3 clusters Score -436787.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -436792.750000 Penalty: 3975.274658
	Iteration 55Q: 3 clusters Score -436792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -436797.937500 Penalty: 3975.274658
	Iteration 56Q: 3 clusters Score -436797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -436806.312500 Penalty: 3975.274658
	Iteration 57Q: 3 clusters Score -436806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -436815.968750 Penalty: 3975.274658
	Iteration 58Q: 3 clusters Score -436816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -436824.062500 Penalty: 3975.274658
	Iteration 59Q: 3 clusters Score -436824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -436830.500000 Penalty: 3975.274658
	Iteration 60F: 3 clusters Score -436830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -436834.437500 Penalty: 3975.274658
	Iteration 61Q: 3 clusters Score -436834.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -436840.312500 Penalty: 3975.274658
	Iteration 62Q: 3 clusters Score -436840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -436843.000000 Penalty: 3975.274658
	Iteration 63Q: 3 clusters Score -436843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -436850.593750 Penalty: 3975.274658
	Iteration 64Q: 3 clusters Score -436850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -436855.812500 Penalty: 3975.274658
	Iteration 65Q: 3 clusters Score -436855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -436865.031250 Penalty: 3975.274658
	Iteration 66Q: 3 clusters Score -436865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -436873.468750 Penalty: 3975.274658
	Iteration 67Q: 3 clusters Score -436873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -436882.281250 Penalty: 3975.274658
	Iteration 68Q: 3 clusters Score -436882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -436889.968750 Penalty: 3975.274658
	Iteration 69Q: 3 clusters Score -436890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -436905.250000 Penalty: 3975.274658
	Iteration 70Q: 3 clusters Score -436905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -436921.250000 Penalty: 3975.274658
	Iteration 71Q: 3 clusters Score -436921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -436942.312500 Penalty: 3975.274658
	Iteration 72Q: 3 clusters Score -436942.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -436964.312500 Penalty: 3975.274658
	Iteration 73Q: 3 clusters Score -436964.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -436989.500000 Penalty: 3975.274658
	Iteration 74Q: 3 clusters Score -436989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -437027.531250 Penalty: 3975.274658
	Iteration 75Q: 3 clusters Score -437027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -437059.843750 Penalty: 3975.274658
	Iteration 76Q: 3 clusters Score -437059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -437077.312500 Penalty: 3975.274658
	Iteration 77Q: 3 clusters Score -437077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -437090.968750 Penalty: 3975.274658
	Iteration 78Q: 3 clusters Score -437091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -437098.187500 Penalty: 3975.274658
	Iteration 79Q: 3 clusters Score -437098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -437100.843750 Penalty: 3975.274658
	Iteration 80F: 3 clusters Score -437100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -437101.281250 Penalty: 3975.274658
	Iteration 81Q: 3 clusters Score -437101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -437102.156250 Penalty: 3975.274658
	Iteration 82Q: 3 clusters Score -437102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -437102.656250 Penalty: 3975.274658
	Iteration 83Q: 3 clusters Score -437102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -437102.656250 Penalty: 3975.274658
	Iteration 84F: 3 clusters Score -437102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Entering Unmasked Estep 
Score: -4122109.250000 Penalty: 2542.905518
	Iteration 0F: 2 clusters Score -4122109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4102527.500000 Penalty: 5085.811035
	Iteration 0F: 3 clusters Score -4102528 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4109554.750000 Penalty: 5085.811035
	Iteration 1F: 3 clusters Score -4109555 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4109968.250000 Penalty: 5085.811035
	Iteration 2Q: 3 clusters Score -4109968 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4110330.750000 Penalty: 5085.811035
	Iteration 3Q: 3 clusters Score -4110331 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4110708.250000 Penalty: 5085.811035
	Iteration 4Q: 3 clusters Score -4110708 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4111145.750000 Penalty: 5085.811035
	Iteration 5Q: 3 clusters Score -4111146 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4111788.500000 Penalty: 5085.811035
	Iteration 6Q: 3 clusters Score -4111788 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4112554.250000 Penalty: 5085.811035
	Iteration 7Q: 3 clusters Score -4112554 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4113466.500000 Penalty: 5085.811035
	Iteration 8F: 3 clusters Score -4113466 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4114467.250000 Penalty: 5085.811035
	Iteration 9F: 3 clusters Score -4114467 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4115583.250000 Penalty: 5085.811035
	Iteration 10F: 3 clusters Score -4115583 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -4116635.500000 Penalty: 5085.811035
	Iteration 11Q: 3 clusters Score -4116636 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4117592.750000 Penalty: 5085.811035
	Iteration 12Q: 3 clusters Score -4117593 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4118290.750000 Penalty: 5085.811035
	Iteration 13Q: 3 clusters Score -4118291 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4118639.000000 Penalty: 5085.811035
	Iteration 14Q: 3 clusters Score -4118639 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4118784.000000 Penalty: 5085.811035
	Iteration 15Q: 3 clusters Score -4118784 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4118886.500000 Penalty: 5085.811035
	Iteration 16Q: 3 clusters Score -4118886 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4118918.750000 Penalty: 5085.811035
	Iteration 17Q: 3 clusters Score -4118919 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4118940.000000 Penalty: 5085.811035
	Iteration 18Q: 3 clusters Score -4118940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4118956.000000 Penalty: 5085.811035
	Iteration 19Q: 3 clusters Score -4118956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4118983.500000 Penalty: 5085.811035
	Iteration 20F: 3 clusters Score -4118984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -4118990.500000 Penalty: 5085.811035
	Iteration 21Q: 3 clusters Score -4118990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4119025.000000 Penalty: 5085.811035
	Iteration 22Q: 3 clusters Score -4119025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4119038.750000 Penalty: 5085.811035
	Iteration 23Q: 3 clusters Score -4119039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4119050.750000 Penalty: 5085.811035
	Iteration 24Q: 3 clusters Score -4119051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4119059.250000 Penalty: 5085.811035
	Iteration 25Q: 3 clusters Score -4119059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4119063.000000 Penalty: 5085.811035
	Iteration 26Q: 3 clusters Score -4119063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4119081.750000 Penalty: 5085.811035
	Iteration 27Q: 3 clusters Score -4119082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4119079.250000 Penalty: 5085.811035
	Iteration 28Q: 3 clusters Score -4119079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4119092.250000 Penalty: 5085.811035
	Iteration 29Q: 3 clusters Score -4119092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4119111.250000 Penalty: 5085.811035
	Iteration 30Q: 3 clusters Score -4119111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4119122.500000 Penalty: 5085.811035
	Iteration 31Q: 3 clusters Score -4119122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4119131.750000 Penalty: 5085.811035
	Iteration 32Q: 3 clusters Score -4119132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4119141.000000 Penalty: 5085.811035
	Iteration 33Q: 3 clusters Score -4119141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4119152.750000 Penalty: 5085.811035
	Iteration 34Q: 3 clusters Score -4119153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4119157.750000 Penalty: 5085.811035
	Iteration 35Q: 3 clusters Score -4119158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4119159.500000 Penalty: 5085.811035
	Iteration 36Q: 3 clusters Score -4119160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4119158.250000 Penalty: 5085.811035
	Iteration 37Q: 3 clusters Score -4119158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4119166.500000 Penalty: 5085.811035
	Iteration 38Q: 3 clusters Score -4119166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4119174.000000 Penalty: 5085.811035
	Iteration 39Q: 3 clusters Score -4119174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4119192.250000 Penalty: 5085.811035
	Iteration 40F: 3 clusters Score -4119192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4119194.250000 Penalty: 5085.811035
	Iteration 41Q: 3 clusters Score -4119194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4119186.000000 Penalty: 5085.811035
	Iteration 42Q: 3 clusters Score -4119186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4119193.250000 Penalty: 5085.811035
	Iteration 43Q: 3 clusters Score -4119193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4119198.250000 Penalty: 5085.811035
	Iteration 44Q: 3 clusters Score -4119198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4119200.500000 Penalty: 5085.811035
	Iteration 45Q: 3 clusters Score -4119200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4119210.000000 Penalty: 5085.811035
	Iteration 46Q: 3 clusters Score -4119210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4119212.750000 Penalty: 5085.811035
	Iteration 47Q: 3 clusters Score -4119213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4119209.750000 Penalty: 5085.811035
	Iteration 48Q: 3 clusters Score -4119210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4119221.500000 Penalty: 5085.811035
	Iteration 49Q: 3 clusters Score -4119222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4119216.500000 Penalty: 5085.811035
	Iteration 50Q: 3 clusters Score -4119216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4119219.000000 Penalty: 5085.811035
	Iteration 51Q: 3 clusters Score -4119219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4119217.250000 Penalty: 5085.811035
	Iteration 52Q: 3 clusters Score -4119217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4119227.250000 Penalty: 5085.811035
	Iteration 53Q: 3 clusters Score -4119227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4119226.500000 Penalty: 5085.811035
	Iteration 54Q: 3 clusters Score -4119226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4119233.250000 Penalty: 5085.811035
	Iteration 55Q: 3 clusters Score -4119233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4119239.500000 Penalty: 5085.811035
	Iteration 56Q: 3 clusters Score -4119240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4119237.000000 Penalty: 5085.811035
	Iteration 57Q: 3 clusters Score -4119237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4119233.500000 Penalty: 5085.811035
	Iteration 58Q: 3 clusters Score -4119234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4119233.000000 Penalty: 5085.811035
	Iteration 59Q: 3 clusters Score -4119233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4119237.500000 Penalty: 5085.811035
	Iteration 60F: 3 clusters Score -4119238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4119240.750000 Penalty: 5085.811035
	Iteration 61Q: 3 clusters Score -4119241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4119246.750000 Penalty: 5085.811035
	Iteration 62Q: 3 clusters Score -4119247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4119246.000000 Penalty: 5085.811035
	Iteration 63Q: 3 clusters Score -4119246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4119247.500000 Penalty: 5085.811035
	Iteration 64Q: 3 clusters Score -4119248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -4119252.000000 Penalty: 5085.811035
	Iteration 65Q: 3 clusters Score -4119252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4119254.750000 Penalty: 5085.811035
	Iteration 66Q: 3 clusters Score -4119255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4119254.500000 Penalty: 5085.811035
	Iteration 67Q: 3 clusters Score -4119254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4119249.500000 Penalty: 5085.811035
	Iteration 68Q: 3 clusters Score -4119250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4119246.750000 Penalty: 5085.811035
	Iteration 69Q: 3 clusters Score -4119247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4119251.250000 Penalty: 5085.811035
	Iteration 70Q: 3 clusters Score -4119251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4119254.250000 Penalty: 5085.811035
	Iteration 71Q: 3 clusters Score -4119254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4119255.750000 Penalty: 5085.811035
	Iteration 72Q: 3 clusters Score -4119256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -4119252.000000 Penalty: 5085.811035
	Iteration 73Q: 3 clusters Score -4119252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4119252.750000 Penalty: 5085.811035
	Iteration 74Q: 3 clusters Score -4119253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4119254.000000 Penalty: 5085.811035
	Iteration 75Q: 3 clusters Score -4119254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4119254.250000 Penalty: 5085.811035
	Iteration 76Q: 3 clusters Score -4119254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4119257.750000 Penalty: 5085.811035
	Iteration 77Q: 3 clusters Score -4119258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4119261.250000 Penalty: 5085.811035
	Iteration 78Q: 3 clusters Score -4119261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4119260.750000 Penalty: 5085.811035
	Iteration 79Q: 3 clusters Score -4119261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4119258.250000 Penalty: 5085.811035
	Iteration 80F: 3 clusters Score -4119258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4119258.750000 Penalty: 5085.811035
	Iteration 81Q: 3 clusters Score -4119259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4119260.250000 Penalty: 5085.811035
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	Iteration 85Q: 3 clusters Score -4119266 nChanged 5
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Mstep: Class 1 contains 23417 members 
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	Iteration 86Q: 3 clusters Score -4119268 nChanged 4
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Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 4965 members 
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	Iteration 87Q: 3 clusters Score -4119267 nChanged 4
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Mstep: Class 1 contains 23425 members 
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	Iteration 88Q: 3 clusters Score -4119264 nChanged 5
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Mstep: Class 1 contains 23430 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4119266 nChanged 5
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4119262 nChanged 3
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	Iteration 93Q: 3 clusters Score -4119270 nChanged 10
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Mstep: Class 1 contains 23468 members 
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	Iteration 98Q: 3 clusters Score -4119270 nChanged 5
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	Iteration 103Q: 3 clusters Score -4119272 nChanged 4
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	Iteration 105Q: 3 clusters Score -4119278 nChanged 5
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	Iteration 106Q: 3 clusters Score -4119270 nChanged 4
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	Iteration 109Q: 3 clusters Score -4119271 nChanged 4
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	Iteration 110Q: 3 clusters Score -4119268 nChanged 4
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	Iteration 136Q: 3 clusters Score -4119382 nChanged 30
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4119412 nChanged 28
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4119410 nChanged 26
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	Iteration 151Q: 3 clusters Score -4119428 nChanged 30
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	Iteration 152Q: 3 clusters Score -4119438 nChanged 32
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	Iteration 153Q: 3 clusters Score -4119447 nChanged 36
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	Iteration 154Q: 3 clusters Score -4119445 nChanged 46
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	Iteration 156Q: 3 clusters Score -4119458 nChanged 51
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	Iteration 159Q: 3 clusters Score -4119480 nChanged 47
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	Iteration 162Q: 3 clusters Score -4119514 nChanged 41
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	Iteration 163Q: 3 clusters Score -4119518 nChanged 40
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	Iteration 164Q: 3 clusters Score -4119533 nChanged 37
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	Iteration 165Q: 3 clusters Score -4119538 nChanged 31
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	Iteration 166Q: 3 clusters Score -4119542 nChanged 36
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	Iteration 167Q: 3 clusters Score -4119558 nChanged 35
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	Iteration 168Q: 3 clusters Score -4119567 nChanged 38
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	Iteration 169Q: 3 clusters Score -4119576 nChanged 43
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	Iteration 170Q: 3 clusters Score -4119580 nChanged 48
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	Iteration 171Q: 3 clusters Score -4119599 nChanged 42
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	Iteration 172Q: 3 clusters Score -4119600 nChanged 37
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	Iteration 173Q: 3 clusters Score -4119618 nChanged 31
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	Iteration 174Q: 3 clusters Score -4119628 nChanged 34
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Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4119636.000000 Penalty: 5085.811035
	Iteration 175Q: 3 clusters Score -4119636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4119641.500000 Penalty: 5085.811035
	Iteration 176Q: 3 clusters Score -4119642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4119651.500000 Penalty: 5085.811035
	Iteration 177Q: 3 clusters Score -4119652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4119656.250000 Penalty: 5085.811035
	Iteration 178Q: 3 clusters Score -4119656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4119668.000000 Penalty: 5085.811035
	Iteration 179Q: 3 clusters Score -4119668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4119671.250000 Penalty: 5085.811035
	Iteration 180F: 3 clusters Score -4119671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4119675.750000 Penalty: 5085.811035
	Iteration 181Q: 3 clusters Score -4119676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4119675.750000 Penalty: 5085.811035
	Iteration 182Q: 3 clusters Score -4119676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4119684.500000 Penalty: 5085.811035
	Iteration 183Q: 3 clusters Score -4119684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4119682.500000 Penalty: 5085.811035
	Iteration 184Q: 3 clusters Score -4119682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4119686.500000 Penalty: 5085.811035
	Iteration 185Q: 3 clusters Score -4119686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4119688.750000 Penalty: 5085.811035
	Iteration 186Q: 3 clusters Score -4119689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4119696.250000 Penalty: 5085.811035
	Iteration 187Q: 3 clusters Score -4119696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4119698.250000 Penalty: 5085.811035
	Iteration 188Q: 3 clusters Score -4119698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4119707.750000 Penalty: 5085.811035
	Iteration 189Q: 3 clusters Score -4119708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4119709.000000 Penalty: 5085.811035
	Iteration 190Q: 3 clusters Score -4119709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4119714.250000 Penalty: 5085.811035
	Iteration 191Q: 3 clusters Score -4119714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4119718.000000 Penalty: 5085.811035
	Iteration 192Q: 3 clusters Score -4119718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4119718.000000 Penalty: 5085.811035
	Iteration 193Q: 3 clusters Score -4119718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4119713.500000 Penalty: 5085.811035
	Iteration 194Q: 3 clusters Score -4119714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4119720.250000 Penalty: 5085.811035
	Iteration 195Q: 3 clusters Score -4119720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4119721.750000 Penalty: 5085.811035
	Iteration 196Q: 3 clusters Score -4119722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4119717.000000 Penalty: 5085.811035
	Iteration 197Q: 3 clusters Score -4119717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4119731.250000 Penalty: 5085.811035
	Iteration 198Q: 3 clusters Score -4119731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4119737.750000 Penalty: 5085.811035
	Iteration 199Q: 3 clusters Score -4119738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4119737.000000 Penalty: 5085.811035
	Iteration 200F: 3 clusters Score -4119737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4119746.750000 Penalty: 5085.811035
	Iteration 201Q: 3 clusters Score -4119747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4119754.500000 Penalty: 5085.811035
	Iteration 202Q: 3 clusters Score -4119754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4119756.250000 Penalty: 5085.811035
	Iteration 203Q: 3 clusters Score -4119756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4119765.750000 Penalty: 5085.811035
	Iteration 204Q: 3 clusters Score -4119766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4119773.750000 Penalty: 5085.811035
	Iteration 205Q: 3 clusters Score -4119774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4119787.500000 Penalty: 5085.811035
	Iteration 206Q: 3 clusters Score -4119788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4119794.500000 Penalty: 5085.811035
	Iteration 207Q: 3 clusters Score -4119794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4119800.500000 Penalty: 5085.811035
	Iteration 208Q: 3 clusters Score -4119800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4119802.750000 Penalty: 5085.811035
	Iteration 209Q: 3 clusters Score -4119803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4119809.000000 Penalty: 5085.811035
	Iteration 210Q: 3 clusters Score -4119809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4119815.500000 Penalty: 5085.811035
	Iteration 211Q: 3 clusters Score -4119816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4119824.250000 Penalty: 5085.811035
	Iteration 212Q: 3 clusters Score -4119824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4119821.000000 Penalty: 5085.811035
	Iteration 213Q: 3 clusters Score -4119821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4119832.750000 Penalty: 5085.811035
	Iteration 214Q: 3 clusters Score -4119833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4119836.250000 Penalty: 5085.811035
	Iteration 215Q: 3 clusters Score -4119836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4119847.750000 Penalty: 5085.811035
	Iteration 216Q: 3 clusters Score -4119848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4119844.750000 Penalty: 5085.811035
	Iteration 217Q: 3 clusters Score -4119845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4119848.250000 Penalty: 5085.811035
	Iteration 218Q: 3 clusters Score -4119848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4119850.750000 Penalty: 5085.811035
	Iteration 219Q: 3 clusters Score -4119851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4119859.000000 Penalty: 5085.811035
	Iteration 220F: 3 clusters Score -4119859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4119868.500000 Penalty: 5085.811035
	Iteration 221Q: 3 clusters Score -4119868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4119882.250000 Penalty: 5085.811035
	Iteration 222Q: 3 clusters Score -4119882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4119895.250000 Penalty: 5085.811035
	Iteration 223Q: 3 clusters Score -4119895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4119906.000000 Penalty: 5085.811035
	Iteration 224Q: 3 clusters Score -4119906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4119916.000000 Penalty: 5085.811035
	Iteration 225Q: 3 clusters Score -4119916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4119923.750000 Penalty: 5085.811035
	Iteration 226Q: 3 clusters Score -4119924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4119928.750000 Penalty: 5085.811035
	Iteration 227Q: 3 clusters Score -4119929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4119932.750000 Penalty: 5085.811035
	Iteration 228Q: 3 clusters Score -4119933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4119939.750000 Penalty: 5085.811035
	Iteration 229Q: 3 clusters Score -4119940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4119949.000000 Penalty: 5085.811035
	Iteration 230Q: 3 clusters Score -4119949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4119954.750000 Penalty: 5085.811035
	Iteration 231Q: 3 clusters Score -4119955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4119960.250000 Penalty: 5085.811035
	Iteration 232Q: 3 clusters Score -4119960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4119970.750000 Penalty: 5085.811035
	Iteration 233Q: 3 clusters Score -4119971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4119973.250000 Penalty: 5085.811035
	Iteration 234Q: 3 clusters Score -4119973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4119974.000000 Penalty: 5085.811035
	Iteration 235Q: 3 clusters Score -4119974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4119974.250000 Penalty: 5085.811035
	Iteration 236Q: 3 clusters Score -4119974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4119974.500000 Penalty: 5085.811035
	Iteration 237Q: 3 clusters Score -4119974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4119981.000000 Penalty: 5085.811035
	Iteration 238Q: 3 clusters Score -4119981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4119983.000000 Penalty: 5085.811035
	Iteration 239Q: 3 clusters Score -4119983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4119986.000000 Penalty: 5085.811035
	Iteration 240F: 3 clusters Score -4119986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4119990.500000 Penalty: 5085.811035
	Iteration 241Q: 3 clusters Score -4119990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4119990.750000 Penalty: 5085.811035
	Iteration 242Q: 3 clusters Score -4119991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4119993.500000 Penalty: 5085.811035
	Iteration 243Q: 3 clusters Score -4119994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4119996.500000 Penalty: 5085.811035
	Iteration 244Q: 3 clusters Score -4119996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4119998.750000 Penalty: 5085.811035
	Iteration 245Q: 3 clusters Score -4119999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4119995.250000 Penalty: 5085.811035
	Iteration 246Q: 3 clusters Score -4119995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4119993.250000 Penalty: 5085.811035
	Iteration 247Q: 3 clusters Score -4119993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4119993.500000 Penalty: 5085.811035
	Iteration 248Q: 3 clusters Score -4119994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4119992.500000 Penalty: 5085.811035
	Iteration 249Q: 3 clusters Score -4119992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4119997.000000 Penalty: 5085.811035
	Iteration 250Q: 3 clusters Score -4119997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4119995.500000 Penalty: 5085.811035
	Iteration 251Q: 3 clusters Score -4119996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4119994.250000 Penalty: 5085.811035
	Iteration 252Q: 3 clusters Score -4119994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4119994.250000 Penalty: 5085.811035
	Iteration 253F: 3 clusters Score -4119994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Entering Unmasked Estep 
Score: -6132870.000000 Penalty: 2649.291992
	Iteration 0F: 2 clusters Score -6132870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -6103481.500000 Penalty: 5298.583984
	Iteration 0F: 3 clusters Score -6103482 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -6115259.000000 Penalty: 5298.583984
	Iteration 1F: 3 clusters Score -6115259 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6116622.000000 Penalty: 5298.583984
	Iteration 2F: 3 clusters Score -6116622 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6118474.000000 Penalty: 5298.583984
	Iteration 3F: 3 clusters Score -6118474 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -6120557.500000 Penalty: 5298.583984
	Iteration 4F: 3 clusters Score -6120558 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -6122424.000000 Penalty: 5298.583984
	Iteration 5F: 3 clusters Score -6122424 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -6123695.000000 Penalty: 5298.583984
	Iteration 6F: 3 clusters Score -6123695 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -6124509.500000 Penalty: 5298.583984
	Iteration 7Q: 3 clusters Score -6124510 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6125044.000000 Penalty: 5298.583984
	Iteration 8Q: 3 clusters Score -6125044 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -6125366.000000 Penalty: 5298.583984
	Iteration 9Q: 3 clusters Score -6125366 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -6125609.000000 Penalty: 5298.583984
	Iteration 10Q: 3 clusters Score -6125609 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -6125824.500000 Penalty: 5298.583984
	Iteration 11Q: 3 clusters Score -6125824 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -6126039.500000 Penalty: 5298.583984
	Iteration 12Q: 3 clusters Score -6126040 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -6126241.500000 Penalty: 5298.583984
	Iteration 13Q: 3 clusters Score -6126242 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -6126517.500000 Penalty: 5298.583984
	Iteration 14Q: 3 clusters Score -6126518 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -6126811.000000 Penalty: 5298.583984
	Iteration 15Q: 3 clusters Score -6126811 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -6127150.000000 Penalty: 5298.583984
	Iteration 16Q: 3 clusters Score -6127150 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -6127556.500000 Penalty: 5298.583984
	Iteration 17Q: 3 clusters Score -6127556 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6128018.500000 Penalty: 5298.583984
	Iteration 18Q: 3 clusters Score -6128018 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6128535.000000 Penalty: 5298.583984
	Iteration 19Q: 3 clusters Score -6128535 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6129065.500000 Penalty: 5298.583984
	Iteration 20F: 3 clusters Score -6129066 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6129716.500000 Penalty: 5298.583984
	Iteration 21Q: 3 clusters Score -6129716 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6130297.500000 Penalty: 5298.583984
	Iteration 22Q: 3 clusters Score -6130298 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6130659.500000 Penalty: 5298.583984
	Iteration 23Q: 3 clusters Score -6130660 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6130912.000000 Penalty: 5298.583984
	Iteration 24Q: 3 clusters Score -6130912 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6131070.500000 Penalty: 5298.583984
	Iteration 25Q: 3 clusters Score -6131070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6131203.000000 Penalty: 5298.583984
	Iteration 26Q: 3 clusters Score -6131203 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6131302.500000 Penalty: 5298.583984
	Iteration 27Q: 3 clusters Score -6131302 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6131385.000000 Penalty: 5298.583984
	Iteration 28Q: 3 clusters Score -6131385 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6131447.500000 Penalty: 5298.583984
	Iteration 29Q: 3 clusters Score -6131448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6131481.500000 Penalty: 5298.583984
	Iteration 30Q: 3 clusters Score -6131482 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6131546.500000 Penalty: 5298.583984
	Iteration 31Q: 3 clusters Score -6131546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6131581.000000 Penalty: 5298.583984
	Iteration 32Q: 3 clusters Score -6131581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6131611.000000 Penalty: 5298.583984
	Iteration 33Q: 3 clusters Score -6131611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6131647.000000 Penalty: 5298.583984
	Iteration 34Q: 3 clusters Score -6131647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6131669.500000 Penalty: 5298.583984
	Iteration 35Q: 3 clusters Score -6131670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6131685.000000 Penalty: 5298.583984
	Iteration 36Q: 3 clusters Score -6131685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6131699.000000 Penalty: 5298.583984
	Iteration 37Q: 3 clusters Score -6131699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6131719.000000 Penalty: 5298.583984
	Iteration 38Q: 3 clusters Score -6131719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6131729.500000 Penalty: 5298.583984
	Iteration 39Q: 3 clusters Score -6131730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6131761.000000 Penalty: 5298.583984
	Iteration 40F: 3 clusters Score -6131761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6131774.000000 Penalty: 5298.583984
	Iteration 41Q: 3 clusters Score -6131774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6131773.500000 Penalty: 5298.583984
	Iteration 42Q: 3 clusters Score -6131774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6131784.500000 Penalty: 5298.583984
	Iteration 43Q: 3 clusters Score -6131784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6131798.000000 Penalty: 5298.583984
	Iteration 44Q: 3 clusters Score -6131798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6131794.500000 Penalty: 5298.583984
	Iteration 45Q: 3 clusters Score -6131794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6131788.000000 Penalty: 5298.583984
	Iteration 46Q: 3 clusters Score -6131788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6131797.000000 Penalty: 5298.583984
	Iteration 47Q: 3 clusters Score -6131797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6131796.000000 Penalty: 5298.583984
	Iteration 48Q: 3 clusters Score -6131796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6131800.500000 Penalty: 5298.583984
	Iteration 49Q: 3 clusters Score -6131800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6131791.000000 Penalty: 5298.583984
	Iteration 50Q: 3 clusters Score -6131791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6131794.000000 Penalty: 5298.583984
	Iteration 51Q: 3 clusters Score -6131794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6131799.000000 Penalty: 5298.583984
	Iteration 52Q: 3 clusters Score -6131799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6131802.000000 Penalty: 5298.583984
	Iteration 53Q: 3 clusters Score -6131802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6131813.000000 Penalty: 5298.583984
	Iteration 54Q: 3 clusters Score -6131813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6131809.500000 Penalty: 5298.583984
	Iteration 55Q: 3 clusters Score -6131810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6131818.000000 Penalty: 5298.583984
	Iteration 56Q: 3 clusters Score -6131818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6131818.000000 Penalty: 5298.583984
	Iteration 57F: 3 clusters Score -6131818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1494117.125000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1494117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1486191.625000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1486192 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1488486.250000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1488486 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1488824.500000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1488824 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1489160.375000 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -1489160 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1489500.625000 Penalty: 4594.367676
	Iteration 4F: 3 clusters Score -1489501 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1489891.250000 Penalty: 4594.367676
	Iteration 5F: 3 clusters Score -1489891 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1490379.250000 Penalty: 4594.367676
	Iteration 6F: 3 clusters Score -1490379 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1490834.875000 Penalty: 4594.367676
	Iteration 7F: 3 clusters Score -1490835 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1491200.875000 Penalty: 4594.367676
	Iteration 8F: 3 clusters Score -1491201 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1491482.750000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1491483 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1491703.625000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1491704 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1491842.125000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1491842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1491938.875000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1491939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1492000.500000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1492000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1492039.125000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1492039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1492067.000000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1492067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1492091.750000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1492092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1492107.750000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1492108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1492128.750000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1492129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1492140.250000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1492140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1492154.500000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1492154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1492165.875000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1492166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1492170.875000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1492171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1492178.625000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1492179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1492178.875000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1492179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1492177.625000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1492178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1492183.250000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1492183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1492183.875000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1492184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1492192.125000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1492192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1492191.750000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1492192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1492189.250000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1492189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1492195.500000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1492196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1492197.625000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -1492198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1492201.500000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -1492202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1492203.125000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -1492203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1492202.875000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -1492203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1492208.250000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -1492208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1492210.125000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -1492210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1492213.750000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -1492214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1492214.875000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -1492215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1492214.250000 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -1492214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1492214.000000 Penalty: 4594.367676
	Iteration 41Q: 3 clusters Score -1492214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1492216.000000 Penalty: 4594.367676
	Iteration 42Q: 3 clusters Score -1492216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1492215.250000 Penalty: 4594.367676
	Iteration 43Q: 3 clusters Score -1492215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1492214.750000 Penalty: 4594.367676
	Iteration 44Q: 3 clusters Score -1492215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1492214.375000 Penalty: 4594.367676
	Iteration 45Q: 3 clusters Score -1492214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1492215.625000 Penalty: 4594.367676
	Iteration 46Q: 3 clusters Score -1492216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1492215.625000 Penalty: 4594.367676
	Iteration 47F: 3 clusters Score -1492216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Entering Unmasked Estep 
Score: -5529133.500000 Penalty: 2618.795654
	Iteration 0F: 2 clusters Score -5529134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5503043.000000 Penalty: 5237.591309
	Iteration 0F: 3 clusters Score -5503043 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5512592.000000 Penalty: 5237.591309
	Iteration 1F: 3 clusters Score -5512592 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5513047.500000 Penalty: 5237.591309
	Iteration 2Q: 3 clusters Score -5513048 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5513390.500000 Penalty: 5237.591309
	Iteration 3Q: 3 clusters Score -5513390 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -5513768.000000 Penalty: 5237.591309
	Iteration 4Q: 3 clusters Score -5513768 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -5514084.000000 Penalty: 5237.591309
	Iteration 5Q: 3 clusters Score -5514084 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5514520.500000 Penalty: 5237.591309
	Iteration 6Q: 3 clusters Score -5514520 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5514976.000000 Penalty: 5237.591309
	Iteration 7Q: 3 clusters Score -5514976 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5515538.500000 Penalty: 5237.591309
	Iteration 8Q: 3 clusters Score -5515538 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -5516274.000000 Penalty: 5237.591309
	Iteration 9Q: 3 clusters Score -5516274 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5517227.500000 Penalty: 5237.591309
	Iteration 10Q: 3 clusters Score -5517228 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5518420.000000 Penalty: 5237.591309
	Iteration 11Q: 3 clusters Score -5518420 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5519742.500000 Penalty: 5237.591309
	Iteration 12F: 3 clusters Score -5519742 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -5521188.000000 Penalty: 5237.591309
	Iteration 13F: 3 clusters Score -5521188 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -5522606.000000 Penalty: 5237.591309
	Iteration 14F: 3 clusters Score -5522606 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5523850.500000 Penalty: 5237.591309
	Iteration 15Q: 3 clusters Score -5523850 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5524861.500000 Penalty: 5237.591309
	Iteration 16Q: 3 clusters Score -5524862 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5525568.500000 Penalty: 5237.591309
	Iteration 17Q: 3 clusters Score -5525568 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5526040.000000 Penalty: 5237.591309
	Iteration 18Q: 3 clusters Score -5526040 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5526312.000000 Penalty: 5237.591309
	Iteration 19Q: 3 clusters Score -5526312 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5526493.000000 Penalty: 5237.591309
	Iteration 20F: 3 clusters Score -5526493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5526610.000000 Penalty: 5237.591309
	Iteration 21Q: 3 clusters Score -5526610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5526675.500000 Penalty: 5237.591309
	Iteration 22Q: 3 clusters Score -5526676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5526732.500000 Penalty: 5237.591309
	Iteration 23Q: 3 clusters Score -5526732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5526770.000000 Penalty: 5237.591309
	Iteration 24Q: 3 clusters Score -5526770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5526803.000000 Penalty: 5237.591309
	Iteration 25Q: 3 clusters Score -5526803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5526838.000000 Penalty: 5237.591309
	Iteration 26Q: 3 clusters Score -5526838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5526848.500000 Penalty: 5237.591309
	Iteration 27Q: 3 clusters Score -5526848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5526858.000000 Penalty: 5237.591309
	Iteration 28Q: 3 clusters Score -5526858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5526864.000000 Penalty: 5237.591309
	Iteration 29Q: 3 clusters Score -5526864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5526870.000000 Penalty: 5237.591309
	Iteration 30Q: 3 clusters Score -5526870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5526867.500000 Penalty: 5237.591309
	Iteration 31Q: 3 clusters Score -5526868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5526862.000000 Penalty: 5237.591309
	Iteration 32Q: 3 clusters Score -5526862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5526862.000000 Penalty: 5237.591309
	Iteration 33F: 3 clusters Score -5526862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Entering Unmasked Estep 
Score: -3413395.000000 Penalty: 2491.103027
	Iteration 0F: 2 clusters Score -3413395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3397457.500000 Penalty: 4982.206055
	Iteration 0F: 3 clusters Score -3397458 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3402730.000000 Penalty: 4982.206055
	Iteration 1F: 3 clusters Score -3402730 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3403154.000000 Penalty: 4982.206055
	Iteration 2F: 3 clusters Score -3403154 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3403525.500000 Penalty: 4982.206055
	Iteration 3Q: 3 clusters Score -3403526 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3403895.500000 Penalty: 4982.206055
	Iteration 4Q: 3 clusters Score -3403896 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3404277.000000 Penalty: 4982.206055
	Iteration 5Q: 3 clusters Score -3404277 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3404723.750000 Penalty: 4982.206055
	Iteration 6Q: 3 clusters Score -3404724 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3405233.250000 Penalty: 4982.206055
	Iteration 7Q: 3 clusters Score -3405233 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3405877.000000 Penalty: 4982.206055
	Iteration 8Q: 3 clusters Score -3405877 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3406742.250000 Penalty: 4982.206055
	Iteration 9F: 3 clusters Score -3406742 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3407776.250000 Penalty: 4982.206055
	Iteration 10F: 3 clusters Score -3407776 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3408691.750000 Penalty: 4982.206055
	Iteration 11F: 3 clusters Score -3408692 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3409248.500000 Penalty: 4982.206055
	Iteration 12Q: 3 clusters Score -3409248 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3409532.000000 Penalty: 4982.206055
	Iteration 13Q: 3 clusters Score -3409532 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3409708.750000 Penalty: 4982.206055
	Iteration 14Q: 3 clusters Score -3409709 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3409889.500000 Penalty: 4982.206055
	Iteration 15Q: 3 clusters Score -3409890 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3410056.250000 Penalty: 4982.206055
	Iteration 16Q: 3 clusters Score -3410056 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3410199.250000 Penalty: 4982.206055
	Iteration 17Q: 3 clusters Score -3410199 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3410312.750000 Penalty: 4982.206055
	Iteration 18Q: 3 clusters Score -3410313 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3410389.000000 Penalty: 4982.206055
	Iteration 19Q: 3 clusters Score -3410389 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3410468.500000 Penalty: 4982.206055
	Iteration 20F: 3 clusters Score -3410468 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3410522.750000 Penalty: 4982.206055
	Iteration 21Q: 3 clusters Score -3410523 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3410600.500000 Penalty: 4982.206055
	Iteration 22Q: 3 clusters Score -3410600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3410672.250000 Penalty: 4982.206055
	Iteration 23Q: 3 clusters Score -3410672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3410716.500000 Penalty: 4982.206055
	Iteration 24Q: 3 clusters Score -3410716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3410760.750000 Penalty: 4982.206055
	Iteration 25Q: 3 clusters Score -3410761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3410793.750000 Penalty: 4982.206055
	Iteration 26Q: 3 clusters Score -3410794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3410828.750000 Penalty: 4982.206055
	Iteration 27Q: 3 clusters Score -3410829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3410859.250000 Penalty: 4982.206055
	Iteration 28Q: 3 clusters Score -3410859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3410874.250000 Penalty: 4982.206055
	Iteration 29Q: 3 clusters Score -3410874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3410900.250000 Penalty: 4982.206055
	Iteration 30Q: 3 clusters Score -3410900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3410933.500000 Penalty: 4982.206055
	Iteration 31Q: 3 clusters Score -3410934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3410950.250000 Penalty: 4982.206055
	Iteration 32Q: 3 clusters Score -3410950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3410967.750000 Penalty: 4982.206055
	Iteration 33Q: 3 clusters Score -3410968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3410995.000000 Penalty: 4982.206055
	Iteration 34Q: 3 clusters Score -3410995 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3411016.750000 Penalty: 4982.206055
	Iteration 35Q: 3 clusters Score -3411017 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3411038.250000 Penalty: 4982.206055
	Iteration 36Q: 3 clusters Score -3411038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3411064.750000 Penalty: 4982.206055
	Iteration 37Q: 3 clusters Score -3411065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3411082.750000 Penalty: 4982.206055
	Iteration 38Q: 3 clusters Score -3411083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3411109.250000 Penalty: 4982.206055
	Iteration 39Q: 3 clusters Score -3411109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3411136.500000 Penalty: 4982.206055
	Iteration 40F: 3 clusters Score -3411136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3411140.750000 Penalty: 4982.206055
	Iteration 41Q: 3 clusters Score -3411141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3411145.750000 Penalty: 4982.206055
	Iteration 42Q: 3 clusters Score -3411146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3411148.250000 Penalty: 4982.206055
	Iteration 43Q: 3 clusters Score -3411148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3411172.500000 Penalty: 4982.206055
	Iteration 44Q: 3 clusters Score -3411172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3411188.750000 Penalty: 4982.206055
	Iteration 45Q: 3 clusters Score -3411189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3411197.250000 Penalty: 4982.206055
	Iteration 46Q: 3 clusters Score -3411197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3411216.250000 Penalty: 4982.206055
	Iteration 47Q: 3 clusters Score -3411216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3411223.500000 Penalty: 4982.206055
	Iteration 48Q: 3 clusters Score -3411224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3411233.750000 Penalty: 4982.206055
	Iteration 49Q: 3 clusters Score -3411234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3411251.500000 Penalty: 4982.206055
	Iteration 50Q: 3 clusters Score -3411252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3411269.250000 Penalty: 4982.206055
	Iteration 51Q: 3 clusters Score -3411269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3411271.250000 Penalty: 4982.206055
	Iteration 52Q: 3 clusters Score -3411271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3411284.250000 Penalty: 4982.206055
	Iteration 53Q: 3 clusters Score -3411284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3411302.250000 Penalty: 4982.206055
	Iteration 54Q: 3 clusters Score -3411302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3411310.250000 Penalty: 4982.206055
	Iteration 55Q: 3 clusters Score -3411310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3411313.500000 Penalty: 4982.206055
	Iteration 56Q: 3 clusters Score -3411314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3411319.750000 Penalty: 4982.206055
	Iteration 57Q: 3 clusters Score -3411320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3411321.500000 Penalty: 4982.206055
	Iteration 58Q: 3 clusters Score -3411322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3411324.250000 Penalty: 4982.206055
	Iteration 59Q: 3 clusters Score -3411324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3411331.000000 Penalty: 4982.206055
	Iteration 60F: 3 clusters Score -3411331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3411335.750000 Penalty: 4982.206055
	Iteration 61Q: 3 clusters Score -3411336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3411349.250000 Penalty: 4982.206055
	Iteration 62Q: 3 clusters Score -3411349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3411349.500000 Penalty: 4982.206055
	Iteration 63Q: 3 clusters Score -3411350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3411355.000000 Penalty: 4982.206055
	Iteration 64Q: 3 clusters Score -3411355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3411356.250000 Penalty: 4982.206055
	Iteration 65Q: 3 clusters Score -3411356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3411359.000000 Penalty: 4982.206055
	Iteration 66Q: 3 clusters Score -3411359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3411365.750000 Penalty: 4982.206055
	Iteration 67Q: 3 clusters Score -3411366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3411359.750000 Penalty: 4982.206055
	Iteration 68Q: 3 clusters Score -3411360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3411360.500000 Penalty: 4982.206055
	Iteration 69Q: 3 clusters Score -3411360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3411361.000000 Penalty: 4982.206055
	Iteration 70Q: 3 clusters Score -3411361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3411357.000000 Penalty: 4982.206055
	Iteration 71Q: 3 clusters Score -3411357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3411362.250000 Penalty: 4982.206055
	Iteration 72Q: 3 clusters Score -3411362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3411366.500000 Penalty: 4982.206055
	Iteration 73Q: 3 clusters Score -3411366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3411369.000000 Penalty: 4982.206055
	Iteration 74Q: 3 clusters Score -3411369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3411365.750000 Penalty: 4982.206055
	Iteration 75Q: 3 clusters Score -3411366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3411376.000000 Penalty: 4982.206055
	Iteration 76Q: 3 clusters Score -3411376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3411373.000000 Penalty: 4982.206055
	Iteration 77Q: 3 clusters Score -3411373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3411373.750000 Penalty: 4982.206055
	Iteration 78Q: 3 clusters Score -3411374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3411375.750000 Penalty: 4982.206055
	Iteration 79Q: 3 clusters Score -3411376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3411377.750000 Penalty: 4982.206055
	Iteration 80F: 3 clusters Score -3411378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3411380.000000 Penalty: 4982.206055
	Iteration 81Q: 3 clusters Score -3411380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3411382.000000 Penalty: 4982.206055
	Iteration 82Q: 3 clusters Score -3411382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3411378.250000 Penalty: 4982.206055
	Iteration 83Q: 3 clusters Score -3411378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3411381.000000 Penalty: 4982.206055
	Iteration 84Q: 3 clusters Score -3411381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3411384.250000 Penalty: 4982.206055
	Iteration 85Q: 3 clusters Score -3411384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3411386.250000 Penalty: 4982.206055
	Iteration 86Q: 3 clusters Score -3411386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3411382.000000 Penalty: 4982.206055
	Iteration 87Q: 3 clusters Score -3411382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3411383.750000 Penalty: 4982.206055
	Iteration 88Q: 3 clusters Score -3411384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3411392.000000 Penalty: 4982.206055
	Iteration 89Q: 3 clusters Score -3411392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3411391.250000 Penalty: 4982.206055
	Iteration 90Q: 3 clusters Score -3411391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3411393.750000 Penalty: 4982.206055
	Iteration 91Q: 3 clusters Score -3411394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3411396.000000 Penalty: 4982.206055
	Iteration 92Q: 3 clusters Score -3411396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3411396.500000 Penalty: 4982.206055
	Iteration 93Q: 3 clusters Score -3411396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3411393.000000 Penalty: 4982.206055
	Iteration 94Q: 3 clusters Score -3411393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3411390.250000 Penalty: 4982.206055
	Iteration 95Q: 3 clusters Score -3411390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3411396.000000 Penalty: 4982.206055
	Iteration 96Q: 3 clusters Score -3411396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3411403.750000 Penalty: 4982.206055
	Iteration 97Q: 3 clusters Score -3411404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3411404.500000 Penalty: 4982.206055
	Iteration 98Q: 3 clusters Score -3411404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3411407.000000 Penalty: 4982.206055
	Iteration 99Q: 3 clusters Score -3411407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3411406.500000 Penalty: 4982.206055
	Iteration 100F: 3 clusters Score -3411406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3411412.000000 Penalty: 4982.206055
	Iteration 101Q: 3 clusters Score -3411412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3411414.500000 Penalty: 4982.206055
	Iteration 102Q: 3 clusters Score -3411414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3411413.250000 Penalty: 4982.206055
	Iteration 103Q: 3 clusters Score -3411413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3411415.000000 Penalty: 4982.206055
	Iteration 104Q: 3 clusters Score -3411415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3411413.250000 Penalty: 4982.206055
	Iteration 105Q: 3 clusters Score -3411413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3411417.500000 Penalty: 4982.206055
	Iteration 106Q: 3 clusters Score -3411418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3411416.000000 Penalty: 4982.206055
	Iteration 107Q: 3 clusters Score -3411416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3411416.000000 Penalty: 4982.206055
	Iteration 108Q: 3 clusters Score -3411416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3411418.250000 Penalty: 4982.206055
	Iteration 109Q: 3 clusters Score -3411418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3411414.000000 Penalty: 4982.206055
	Iteration 110Q: 3 clusters Score -3411414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3411419.000000 Penalty: 4982.206055
	Iteration 111Q: 3 clusters Score -3411419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3411419.000000 Penalty: 4982.206055
	Iteration 112F: 3 clusters Score -3411419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -650452.312500 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -650452.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -646204.375000 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -646204.4 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -647220.187500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -647220.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -647425.437500 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -647425.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -647586.250000 Penalty: 4185.322754
	Iteration 3F: 3 clusters Score -647586.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -647733.562500 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -647733.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -647859.062500 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -647859.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -647974.312500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -647974.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -648100.750000 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -648100.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -648219.750000 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -648219.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -648335.937500 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -648335.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -648463.500000 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -648463.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -648580.562500 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -648580.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -648693.687500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -648693.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -648793.250000 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -648793.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648881.375000 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -648881.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -648942.687500 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -648942.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -648993.500000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -648993.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -649037.750000 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -649037.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -649087.125000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -649087.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -649118.937500 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -649118.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -649149.187500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -649149.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -649177.875000 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -649177.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -649191.750000 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -649191.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -649203.562500 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -649203.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -649212.687500 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -649212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -649220.375000 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -649220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -649221.500000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -649221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -649224.875000 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -649224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -649228.625000 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -649228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -649234.062500 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -649234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -649233.812500 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -649233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -649232.750000 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -649232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -649233.625000 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -649233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -649233.625000 Penalty: 4185.322754
	Iteration 33F: 3 clusters Score -649233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24694.521484 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24694.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24834.427734 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24834.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24905.773438 Penalty: 2666.138184
	Iteration 2F: 3 clusters Score -24905.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24915.183594 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24915.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24936.357422 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24936.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24948.640625 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -24948.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24953.593750 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24953.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24953.593750 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -24953.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -827779.562500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -827779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -822779.062500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -822779.1 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -823991.312500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -823991.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -824230.125000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -824230.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -824364.687500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -824364.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -824436.937500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -824436.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -824481.187500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -824481.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -824516.625000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -824516.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -824553.312500 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -824553.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -824568.562500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -824568.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -824580.437500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -824580.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -824595.312500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -824595.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -824609.750000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -824609.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -824623.812500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -824623.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -824632.625000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -824632.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -824643.937500 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -824643.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -824651.687500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -824651.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -824664.750000 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -824664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -824675.562500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -824675.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -824686.250000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -824686.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -824702.000000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -824702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -824721.375000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -824721.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -824734.812500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -824734.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -824752.437500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -824752.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -824777.750000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -824777.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -824804.625000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -824804.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -824832.500000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -824832.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -824869.125000 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -824869.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -824906.562500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -824906.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -824941.500000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -824941.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -824979.250000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -824979.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -825033.875000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -825033.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -825108.750000 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -825108.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -825191.312500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -825191.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -825276.062500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -825276.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -825358.437500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -825358.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -825435.187500 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -825435.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -825529.500000 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -825529.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -825623.250000 Penalty: 4292.035156
	Iteration 37Q: 3 clusters Score -825623.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -825692.625000 Penalty: 4292.035156
	Iteration 38Q: 3 clusters Score -825692.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -825749.750000 Penalty: 4292.035156
	Iteration 39Q: 3 clusters Score -825749.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -825791.687500 Penalty: 4292.035156
	Iteration 40F: 3 clusters Score -825791.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -825824.187500 Penalty: 4292.035156
	Iteration 41Q: 3 clusters Score -825824.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -825859.000000 Penalty: 4292.035156
	Iteration 42Q: 3 clusters Score -825859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -825886.500000 Penalty: 4292.035156
	Iteration 43Q: 3 clusters Score -825886.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -825901.625000 Penalty: 4292.035156
	Iteration 44Q: 3 clusters Score -825901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -825910.062500 Penalty: 4292.035156
	Iteration 45Q: 3 clusters Score -825910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -825919.000000 Penalty: 4292.035156
	Iteration 46Q: 3 clusters Score -825919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -825925.000000 Penalty: 4292.035156
	Iteration 47Q: 3 clusters Score -825925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -825926.937500 Penalty: 4292.035156
	Iteration 48Q: 3 clusters Score -825926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -825932.812500 Penalty: 4292.035156
	Iteration 49Q: 3 clusters Score -825932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -825934.437500 Penalty: 4292.035156
	Iteration 50Q: 3 clusters Score -825934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -825938.875000 Penalty: 4292.035156
	Iteration 51Q: 3 clusters Score -825938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -825940.625000 Penalty: 4292.035156
	Iteration 52Q: 3 clusters Score -825940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -825941.375000 Penalty: 4292.035156
	Iteration 53Q: 3 clusters Score -825941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -825942.625000 Penalty: 4292.035156
	Iteration 54Q: 3 clusters Score -825942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -825943.062500 Penalty: 4292.035156
	Iteration 55Q: 3 clusters Score -825943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -825945.125000 Penalty: 4292.035156
	Iteration 56Q: 3 clusters Score -825945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -825945.812500 Penalty: 4292.035156
	Iteration 57Q: 3 clusters Score -825945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -825945.812500 Penalty: 4292.035156
	Iteration 58F: 3 clusters Score -825945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -295419.718750 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -295419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292745.687500 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -292745.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293209.562500 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -293209.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -293343.531250 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -293343.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -293410.375000 Penalty: 3800.583984
	Iteration 3Q: 3 clusters Score -293410.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -293455.562500 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -293455.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -293485.625000 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -293485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -293503.406250 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -293503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -293516.125000 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -293516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293523.750000 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -293523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -293535.437500 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -293535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293537.906250 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -293537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -293538.625000 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -293538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -293538.937500 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -293538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -293538.937500 Penalty: 3800.583984
	Iteration 13F: 3 clusters Score -293538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 122 members 
Entering Unmasked Estep 
Score: -27899.869141 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27899.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28047.324219 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28047.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28183.515625 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28183.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28228.134766 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28228.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28253.673828 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28253.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28275.390625 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28275.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28275.390625 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -28275.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (98294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Entering Unmasked Estep 
Score: -14420422.000000 Penalty: 2850.937988
	Iteration 0F: 2 clusters Score -1.442042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -14354839.000000 Penalty: 5701.875977
	Iteration 0F: 3 clusters Score -1.435484e+07 nChanged 46335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -14381231.000000 Penalty: 5701.875977
	Iteration 1F: 3 clusters Score -1.438123e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -14382115.000000 Penalty: 5701.875977
	Iteration 2Q: 3 clusters Score -1.438212e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -14383144.000000 Penalty: 5701.875977
	Iteration 3Q: 3 clusters Score -1.438314e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -14385031.000000 Penalty: 5701.875977
	Iteration 4Q: 3 clusters Score -1.438503e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -14388293.000000 Penalty: 5701.875977
	Iteration 5F: 3 clusters Score -1.438829e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -14394139.000000 Penalty: 5701.875977
	Iteration 6F: 3 clusters Score -1.439414e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -14402528.000000 Penalty: 5701.875977
	Iteration 7F: 3 clusters Score -1.440253e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14410382.000000 Penalty: 5701.875977
	Iteration 8F: 3 clusters Score -1.441038e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -14415160.000000 Penalty: 5701.875977
	Iteration 9Q: 3 clusters Score -1.441516e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -14417234.000000 Penalty: 5701.875977
	Iteration 10Q: 3 clusters Score -1.441723e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -14417969.000000 Penalty: 5701.875977
	Iteration 11Q: 3 clusters Score -1.441797e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14418265.000000 Penalty: 5701.875977
	Iteration 12Q: 3 clusters Score -1.441826e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -14418478.000000 Penalty: 5701.875977
	Iteration 13Q: 3 clusters Score -1.441848e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14418514.000000 Penalty: 5701.875977
	Iteration 14Q: 3 clusters Score -1.441851e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14418527.000000 Penalty: 5701.875977
	Iteration 15Q: 3 clusters Score -1.441853e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14418534.000000 Penalty: 5701.875977
	Iteration 16Q: 3 clusters Score -1.441853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14418589.000000 Penalty: 5701.875977
	Iteration 17Q: 3 clusters Score -1.441859e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14418619.000000 Penalty: 5701.875977
	Iteration 18Q: 3 clusters Score -1.441862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14418621.000000 Penalty: 5701.875977
	Iteration 19Q: 3 clusters Score -1.441862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -14418636.000000 Penalty: 5701.875977
	Iteration 20F: 3 clusters Score -1.441864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14418643.000000 Penalty: 5701.875977
	Iteration 21Q: 3 clusters Score -1.441864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14418648.000000 Penalty: 5701.875977
	Iteration 22Q: 3 clusters Score -1.441865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14418644.000000 Penalty: 5701.875977
	Iteration 23Q: 3 clusters Score -1.441864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14418639.000000 Penalty: 5701.875977
	Iteration 24Q: 3 clusters Score -1.441864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14418658.000000 Penalty: 5701.875977
	Iteration 25Q: 3 clusters Score -1.441866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14418666.000000 Penalty: 5701.875977
	Iteration 26Q: 3 clusters Score -1.441867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14418675.000000 Penalty: 5701.875977
	Iteration 27Q: 3 clusters Score -1.441868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14418681.000000 Penalty: 5701.875977
	Iteration 28Q: 3 clusters Score -1.441868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -14418667.000000 Penalty: 5701.875977
	Iteration 29Q: 3 clusters Score -1.441867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14418661.000000 Penalty: 5701.875977
	Iteration 30Q: 3 clusters Score -1.441866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14418666.000000 Penalty: 5701.875977
	Iteration 31Q: 3 clusters Score -1.441867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14418691.000000 Penalty: 5701.875977
	Iteration 32Q: 3 clusters Score -1.441869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14418698.000000 Penalty: 5701.875977
	Iteration 33Q: 3 clusters Score -1.44187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14418692.000000 Penalty: 5701.875977
	Iteration 34Q: 3 clusters Score -1.441869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14418695.000000 Penalty: 5701.875977
	Iteration 35Q: 3 clusters Score -1.44187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14418695.000000 Penalty: 5701.875977
	Iteration 36F: 3 clusters Score -1.44187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94894.148438 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94894.15 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95198.445312 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95198.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95348.015625 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95348.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95518.046875 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95518.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95702.015625 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -95702.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95863.664062 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -95863.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96044.125000 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -96044.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96159.476562 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96159.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96258.867188 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96258.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96382.203125 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96435.976562 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96435.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96449.039062 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96449.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96458.718750 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96458.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96465.148438 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96465.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96475.453125 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96475.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96480.914062 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96480.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96482.242188 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96482.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96482.242188 Penalty: 3277.568359
	Iteration 17F: 3 clusters Score -96482.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (197435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197435 members 
Entering Unmasked Estep 
Score: -28916456.000000 Penalty: 3023.904785
	Iteration 0F: 2 clusters Score -2.891646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -28791756.000000 Penalty: 6047.809570
	Iteration 0F: 3 clusters Score -2.879176e+07 nChanged 95152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -28847416.000000 Penalty: 6047.809570
	Iteration 1F: 3 clusters Score -2.884742e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -28849186.000000 Penalty: 6047.809570
	Iteration 2Q: 3 clusters Score -2.884919e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -28851918.000000 Penalty: 6047.809570
	Iteration 3Q: 3 clusters Score -2.885192e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -28856446.000000 Penalty: 6047.809570
	Iteration 4Q: 3 clusters Score -2.885645e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -28863700.000000 Penalty: 6047.809570
	Iteration 5F: 3 clusters Score -2.88637e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -28873332.000000 Penalty: 6047.809570
	Iteration 6F: 3 clusters Score -2.887333e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -28884728.000000 Penalty: 6047.809570
	Iteration 7F: 3 clusters Score -2.888473e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -28892484.000000 Penalty: 6047.809570
	Iteration 8F: 3 clusters Score -2.889248e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -28895640.000000 Penalty: 6047.809570
	Iteration 9Q: 3 clusters Score -2.889564e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -28896822.000000 Penalty: 6047.809570
	Iteration 10Q: 3 clusters Score -2.889682e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -28897690.000000 Penalty: 6047.809570
	Iteration 11Q: 3 clusters Score -2.889769e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -28898610.000000 Penalty: 6047.809570
	Iteration 12Q: 3 clusters Score -2.889861e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -28899634.000000 Penalty: 6047.809570
	Iteration 13Q: 3 clusters Score -2.889963e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -28900620.000000 Penalty: 6047.809570
	Iteration 14Q: 3 clusters Score -2.890062e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -28901510.000000 Penalty: 6047.809570
	Iteration 15Q: 3 clusters Score -2.890151e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -28902116.000000 Penalty: 6047.809570
	Iteration 16Q: 3 clusters Score -2.890212e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -28902636.000000 Penalty: 6047.809570
	Iteration 17Q: 3 clusters Score -2.890264e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -28903132.000000 Penalty: 6047.809570
	Iteration 18Q: 3 clusters Score -2.890313e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -28903428.000000 Penalty: 6047.809570
	Iteration 19Q: 3 clusters Score -2.890343e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -28903632.000000 Penalty: 6047.809570
	Iteration 20F: 3 clusters Score -2.890363e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -28903760.000000 Penalty: 6047.809570
	Iteration 21Q: 3 clusters Score -2.890376e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -28903960.000000 Penalty: 6047.809570
	Iteration 22Q: 3 clusters Score -2.890396e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -28903986.000000 Penalty: 6047.809570
	Iteration 23Q: 3 clusters Score -2.890399e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -28904056.000000 Penalty: 6047.809570
	Iteration 24Q: 3 clusters Score -2.890406e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107384 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -28904074.000000 Penalty: 6047.809570
	Iteration 25Q: 3 clusters Score -2.890407e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -28904150.000000 Penalty: 6047.809570
	Iteration 26Q: 3 clusters Score -2.890415e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 27Q: 3 clusters Score -2.890417e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -28904172.000000 Penalty: 6047.809570
	Iteration 28Q: 3 clusters Score -2.890417e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -28904176.000000 Penalty: 6047.809570
	Iteration 29Q: 3 clusters Score -2.890418e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -28904204.000000 Penalty: 6047.809570
	Iteration 30Q: 3 clusters Score -2.89042e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -28904154.000000 Penalty: 6047.809570
	Iteration 31Q: 3 clusters Score -2.890415e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 91983 members 
Entering Unmasked Estep 
Score: -28904144.000000 Penalty: 6047.809570
	Iteration 32Q: 3 clusters Score -2.890414e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -28904144.000000 Penalty: 6047.809570
	Iteration 33Q: 3 clusters Score -2.890414e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -28904114.000000 Penalty: 6047.809570
	Iteration 34Q: 3 clusters Score -2.890411e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -28904116.000000 Penalty: 6047.809570
	Iteration 35Q: 3 clusters Score -2.890412e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -28904126.000000 Penalty: 6047.809570
	Iteration 36Q: 3 clusters Score -2.890413e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -28904146.000000 Penalty: 6047.809570
	Iteration 37Q: 3 clusters Score -2.890415e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -28904136.000000 Penalty: 6047.809570
	Iteration 38Q: 3 clusters Score -2.890414e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -28904082.000000 Penalty: 6047.809570
	Iteration 39Q: 3 clusters Score -2.890408e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -28904096.000000 Penalty: 6047.809570
	Iteration 40F: 3 clusters Score -2.89041e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -28904088.000000 Penalty: 6047.809570
	Iteration 41Q: 3 clusters Score -2.890409e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -28904102.000000 Penalty: 6047.809570
	Iteration 42Q: 3 clusters Score -2.89041e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -28904110.000000 Penalty: 6047.809570
	Iteration 43Q: 3 clusters Score -2.890411e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -28904130.000000 Penalty: 6047.809570
	Iteration 44Q: 3 clusters Score -2.890413e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -28904146.000000 Penalty: 6047.809570
	Iteration 45Q: 3 clusters Score -2.890415e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -28904156.000000 Penalty: 6047.809570
	Iteration 46Q: 3 clusters Score -2.890416e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -28904176.000000 Penalty: 6047.809570
	Iteration 47Q: 3 clusters Score -2.890418e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -28904158.000000 Penalty: 6047.809570
	Iteration 48Q: 3 clusters Score -2.890416e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -28904118.000000 Penalty: 6047.809570
	Iteration 49Q: 3 clusters Score -2.890412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -28904120.000000 Penalty: 6047.809570
	Iteration 50Q: 3 clusters Score -2.890412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -28904106.000000 Penalty: 6047.809570
	Iteration 51Q: 3 clusters Score -2.890411e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -28904108.000000 Penalty: 6047.809570
	Iteration 52Q: 3 clusters Score -2.890411e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -28904120.000000 Penalty: 6047.809570
	Iteration 53Q: 3 clusters Score -2.890412e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -28904104.000000 Penalty: 6047.809570
	Iteration 54Q: 3 clusters Score -2.89041e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -28904128.000000 Penalty: 6047.809570
	Iteration 55Q: 3 clusters Score -2.890413e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -28904090.000000 Penalty: 6047.809570
	Iteration 56Q: 3 clusters Score -2.890409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -28904070.000000 Penalty: 6047.809570
	Iteration 57Q: 3 clusters Score -2.890407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -28904074.000000 Penalty: 6047.809570
	Iteration 58Q: 3 clusters Score -2.890407e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -28904046.000000 Penalty: 6047.809570
	Iteration 59Q: 3 clusters Score -2.890405e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -28904062.000000 Penalty: 6047.809570
	Iteration 60F: 3 clusters Score -2.890406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -28904078.000000 Penalty: 6047.809570
	Iteration 61Q: 3 clusters Score -2.890408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -28904094.000000 Penalty: 6047.809570
	Iteration 62Q: 3 clusters Score -2.890409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -28904122.000000 Penalty: 6047.809570
	Iteration 63Q: 3 clusters Score -2.890412e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -28904130.000000 Penalty: 6047.809570
	Iteration 64Q: 3 clusters Score -2.890413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -28904106.000000 Penalty: 6047.809570
	Iteration 65Q: 3 clusters Score -2.890411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -28904106.000000 Penalty: 6047.809570
	Iteration 66Q: 3 clusters Score -2.890411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -28904132.000000 Penalty: 6047.809570
	Iteration 67Q: 3 clusters Score -2.890413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -28904150.000000 Penalty: 6047.809570
	Iteration 68Q: 3 clusters Score -2.890415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -28904160.000000 Penalty: 6047.809570
	Iteration 69Q: 3 clusters Score -2.890416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -28904178.000000 Penalty: 6047.809570
	Iteration 70Q: 3 clusters Score -2.890418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -28904194.000000 Penalty: 6047.809570
	Iteration 71Q: 3 clusters Score -2.890419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -28904194.000000 Penalty: 6047.809570
	Iteration 72Q: 3 clusters Score -2.890419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -28904186.000000 Penalty: 6047.809570
	Iteration 73Q: 3 clusters Score -2.890419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -28904190.000000 Penalty: 6047.809570
	Iteration 74Q: 3 clusters Score -2.890419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 6047.809570
	Iteration 75Q: 3 clusters Score -2.890418e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -28904188.000000 Penalty: 6047.809570
	Iteration 76Q: 3 clusters Score -2.890419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -28904192.000000 Penalty: 6047.809570
	Iteration 77Q: 3 clusters Score -2.890419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 78Q: 3 clusters Score -2.890417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -28904196.000000 Penalty: 6047.809570
	Iteration 79Q: 3 clusters Score -2.89042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -28904190.000000 Penalty: 6047.809570
	Iteration 80F: 3 clusters Score -2.890419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -28904184.000000 Penalty: 6047.809570
	Iteration 81Q: 3 clusters Score -2.890418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -28904206.000000 Penalty: 6047.809570
	Iteration 82Q: 3 clusters Score -2.890421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -28904160.000000 Penalty: 6047.809570
	Iteration 83Q: 3 clusters Score -2.890416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -28904188.000000 Penalty: 6047.809570
	Iteration 84Q: 3 clusters Score -2.890419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -28904194.000000 Penalty: 6047.809570
	Iteration 85Q: 3 clusters Score -2.890419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -28904204.000000 Penalty: 6047.809570
	Iteration 86Q: 3 clusters Score -2.89042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -28904194.000000 Penalty: 6047.809570
	Iteration 87Q: 3 clusters Score -2.890419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -28904204.000000 Penalty: 6047.809570
	Iteration 88Q: 3 clusters Score -2.89042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -28904210.000000 Penalty: 6047.809570
	Iteration 89Q: 3 clusters Score -2.890421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -28904172.000000 Penalty: 6047.809570
	Iteration 90Q: 3 clusters Score -2.890417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -28904190.000000 Penalty: 6047.809570
	Iteration 91Q: 3 clusters Score -2.890419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -28904186.000000 Penalty: 6047.809570
	Iteration 92Q: 3 clusters Score -2.890419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 93Q: 3 clusters Score -2.890417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 6047.809570
	Iteration 94Q: 3 clusters Score -2.890418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -28904172.000000 Penalty: 6047.809570
	Iteration 95Q: 3 clusters Score -2.890417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -28904198.000000 Penalty: 6047.809570
	Iteration 96Q: 3 clusters Score -2.89042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 95642 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 97Q: 3 clusters Score -2.890417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 98Q: 3 clusters Score -2.890417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -28904176.000000 Penalty: 6047.809570
	Iteration 99Q: 3 clusters Score -2.890418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -28904160.000000 Penalty: 6047.809570
	Iteration 100F: 3 clusters Score -2.890416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -28904176.000000 Penalty: 6047.809570
	Iteration 101Q: 3 clusters Score -2.890418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 6047.809570
	Iteration 102Q: 3 clusters Score -2.890417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 95691 members 
Entering Unmasked Estep 
Score: -28904190.000000 Penalty: 6047.809570
	Iteration 103Q: 3 clusters Score -2.890419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -28904184.000000 Penalty: 6047.809570
	Iteration 104Q: 3 clusters Score -2.890418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -28904196.000000 Penalty: 6047.809570
	Iteration 105Q: 3 clusters Score -2.89042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -28904176.000000 Penalty: 6047.809570
	Iteration 106Q: 3 clusters Score -2.890418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -28904204.000000 Penalty: 6047.809570
	Iteration 107Q: 3 clusters Score -2.89042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -28904194.000000 Penalty: 6047.809570
	Iteration 108Q: 3 clusters Score -2.890419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 6047.809570
	Iteration 109Q: 3 clusters Score -2.890418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -28904178.000000 Penalty: 6047.809570
	Iteration 110Q: 3 clusters Score -2.890418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -28904192.000000 Penalty: 6047.809570
	Iteration 111Q: 3 clusters Score -2.890419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -28904212.000000 Penalty: 6047.809570
	Iteration 112Q: 3 clusters Score -2.890421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -28904208.000000 Penalty: 6047.809570
	Iteration 113Q: 3 clusters Score -2.890421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -28904202.000000 Penalty: 6047.809570
	Iteration 114Q: 3 clusters Score -2.89042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -28904218.000000 Penalty: 6047.809570
	Iteration 115Q: 3 clusters Score -2.890422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -28904232.000000 Penalty: 6047.809570
	Iteration 116Q: 3 clusters Score -2.890423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -28904240.000000 Penalty: 6047.809570
	Iteration 117Q: 3 clusters Score -2.890424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -28904240.000000 Penalty: 6047.809570
	Iteration 118F: 3 clusters Score -2.890424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93994.132812 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -93994.13 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94434.265625 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94434.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94754.156250 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94754.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95075.085938 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -95075.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95285.429688 Penalty: 3290.125977
	Iteration 4F: 3 clusters Score -95285.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95415.703125 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -95415.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95514.531250 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95514.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95610.843750 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95610.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95690.781250 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95690.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95757.546875 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95757.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95893.117188 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95893.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96048.148438 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -96048.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96081.523438 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -96081.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96102.640625 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -96102.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96120.210938 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -96120.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96154.726562 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -96154.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96177.210938 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -96177.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96195.453125 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -96195.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96218.828125 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -96218.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96255.945312 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -96255.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96283.617188 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -96283.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96300.421875 Penalty: 3290.125977
	Iteration 21Q: 3 clusters Score -96300.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96300.421875 Penalty: 3290.125977
	Iteration 22F: 3 clusters Score -96300.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 128454 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34159 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23035 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197435 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 399 members 
Entering Unmasked Estep 
Score: -128965352.000000 Penalty: 105449.875000
Splitting cluster 30 changes total score from -128966640.000000 to -128965352.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 128454 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34159 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23035 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197435 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966536.000000 Penalty: 102048.265625
Iteration 279Q: 31 clusters Score -1.289665e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 128465 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42465 members 
Mstep: Class 8 contains 33000 members 
Mstep: Class 9 contains 34184 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40118 members 
Mstep: Class 12 contains 25967 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43590 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38547 members 
Mstep: Class 21 contains 23033 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98288 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197389 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966680.000000 Penalty: 102048.265625
Iteration 280F: 31 clusters Score -1.289667e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44480 members 
Mstep: Class 5 contains 128472 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42458 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34211 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 25981 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38547 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98289 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197350 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966544.000000 Penalty: 102048.265625
Iteration 281Q: 31 clusters Score -1.289665e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44487 members 
Mstep: Class 5 contains 128466 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 33009 members 
Mstep: Class 9 contains 34232 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 25996 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 23006 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98295 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197313 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966544.000000 Penalty: 102048.265625
Iteration 282Q: 31 clusters Score -1.289665e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44492 members 
Mstep: Class 5 contains 128465 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 42435 members 
Mstep: Class 8 contains 33016 members 
Mstep: Class 9 contains 34264 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 26014 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22993 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98303 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197266 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966656.000000 Penalty: 102048.265625
Iteration 283Q: 31 clusters Score -1.289667e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44495 members 
Mstep: Class 5 contains 128449 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42417 members 
Mstep: Class 8 contains 33024 members 
Mstep: Class 9 contains 34292 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 26026 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22979 members 
Mstep: Class 22 contains 4610 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98306 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197255 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966776.000000 Penalty: 102048.265625
Iteration 284Q: 31 clusters Score -1.289668e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44492 members 
Mstep: Class 5 contains 128448 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42406 members 
Mstep: Class 8 contains 33018 members 
Mstep: Class 9 contains 34309 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22964 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98320 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197233 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966848.000000 Penalty: 102048.265625
Iteration 285Q: 31 clusters Score -1.289668e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44493 members 
Mstep: Class 5 contains 128472 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42390 members 
Mstep: Class 8 contains 33011 members 
Mstep: Class 9 contains 34329 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 26060 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43589 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22951 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98324 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197194 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966928.000000 Penalty: 102048.265625
Iteration 286Q: 31 clusters Score -1.289669e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44494 members 
Mstep: Class 5 contains 128476 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42371 members 
Mstep: Class 8 contains 33007 members 
Mstep: Class 9 contains 34346 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43595 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22937 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98325 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197167 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967072.000000 Penalty: 102048.265625
Iteration 287Q: 31 clusters Score -1.289671e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 128483 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42362 members 
Mstep: Class 8 contains 32997 members 
Mstep: Class 9 contains 34360 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 26102 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43595 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22924 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98339 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197133 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967168.000000 Penalty: 102048.265625
Iteration 288Q: 31 clusters Score -1.289672e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44507 members 
Mstep: Class 5 contains 128471 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42338 members 
Mstep: Class 8 contains 33001 members 
Mstep: Class 9 contains 34367 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 26115 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22915 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98346 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197135 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967128.000000 Penalty: 102048.265625
Iteration 289Q: 31 clusters Score -1.289671e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44506 members 
Mstep: Class 5 contains 128469 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 34375 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 26138 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 43595 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22904 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98357 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197126 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967200.000000 Penalty: 102048.265625
Iteration 290Q: 31 clusters Score -1.289672e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44507 members 
Mstep: Class 5 contains 128473 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42300 members 
Mstep: Class 8 contains 33004 members 
Mstep: Class 9 contains 34382 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 26156 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28388 members 
Mstep: Class 18 contains 43595 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22888 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98343 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197124 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967168.000000 Penalty: 102048.265625
Iteration 291Q: 31 clusters Score -1.289672e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 128461 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42287 members 
Mstep: Class 8 contains 32998 members 
Mstep: Class 9 contains 34397 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 26170 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43591 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22873 members 
Mstep: Class 22 contains 4602 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98341 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197128 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967192.000000 Penalty: 102048.265625
Iteration 292Q: 31 clusters Score -1.289672e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 128467 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42274 members 
Mstep: Class 8 contains 33006 members 
Mstep: Class 9 contains 34405 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 26177 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22862 members 
Mstep: Class 22 contains 4600 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98335 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197103 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967088.000000 Penalty: 102048.265625
Iteration 293Q: 31 clusters Score -1.289671e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 128457 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42256 members 
Mstep: Class 8 contains 33008 members 
Mstep: Class 9 contains 34417 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 26185 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43593 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22855 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98334 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197099 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967120.000000 Penalty: 102048.265625
Iteration 294Q: 31 clusters Score -1.289671e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 128423 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42250 members 
Mstep: Class 8 contains 33005 members 
Mstep: Class 9 contains 34430 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 26202 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22845 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98348 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197094 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967192.000000 Penalty: 102048.265625
Iteration 295Q: 31 clusters Score -1.289672e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 128412 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42247 members 
Mstep: Class 8 contains 33004 members 
Mstep: Class 9 contains 34445 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28388 members 
Mstep: Class 18 contains 43594 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22839 members 
Mstep: Class 22 contains 4592 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98346 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197080 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967224.000000 Penalty: 102048.265625
Iteration 296Q: 31 clusters Score -1.289672e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44543 members 
Mstep: Class 5 contains 128392 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42246 members 
Mstep: Class 8 contains 33005 members 
Mstep: Class 9 contains 34451 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 26222 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43590 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22834 members 
Mstep: Class 22 contains 4583 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98364 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197057 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967352.000000 Penalty: 102048.265625
Iteration 297Q: 31 clusters Score -1.289674e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 128389 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 33009 members 
Mstep: Class 9 contains 34459 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 26235 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43585 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22830 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98371 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197031 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967248.000000 Penalty: 102048.265625
Iteration 298Q: 31 clusters Score -1.289672e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 128359 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42229 members 
Mstep: Class 8 contains 33015 members 
Mstep: Class 9 contains 34475 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 26255 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43583 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22829 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98385 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 197018 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967224.000000 Penalty: 102048.265625
Iteration 299Q: 31 clusters Score -1.289672e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 128320 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42231 members 
Mstep: Class 8 contains 33023 members 
Mstep: Class 9 contains 34484 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 26285 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43583 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22821 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98401 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196996 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967104.000000 Penalty: 102048.265625
Iteration 300F: 31 clusters Score -1.289671e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44543 members 
Mstep: Class 5 contains 128310 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42232 members 
Mstep: Class 8 contains 33037 members 
Mstep: Class 9 contains 34488 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 26299 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43582 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22814 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98409 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196958 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967280.000000 Penalty: 102048.265625
Iteration 301Q: 31 clusters Score -1.289673e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44545 members 
Mstep: Class 5 contains 128294 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42229 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 34491 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 26323 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43585 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 4544 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98399 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196950 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967344.000000 Penalty: 102048.265625
Iteration 302Q: 31 clusters Score -1.289673e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44543 members 
Mstep: Class 5 contains 128285 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42225 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 34489 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 26363 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22799 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98382 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196943 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967352.000000 Penalty: 102048.265625
Iteration 303Q: 31 clusters Score -1.289674e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 128285 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42229 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 34493 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 26391 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43590 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22790 members 
Mstep: Class 22 contains 4530 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98363 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196929 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967296.000000 Penalty: 102048.265625
Iteration 304Q: 31 clusters Score -1.289673e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44543 members 
Mstep: Class 5 contains 128273 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42212 members 
Mstep: Class 8 contains 33063 members 
Mstep: Class 9 contains 34501 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 26419 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22782 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98351 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196933 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967232.000000 Penalty: 102048.265625
Iteration 305Q: 31 clusters Score -1.289672e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 128290 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42202 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 34510 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 26443 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98331 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196902 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967176.000000 Penalty: 102048.265625
Iteration 306Q: 31 clusters Score -1.289672e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 128284 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42197 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 34524 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40088 members 
Mstep: Class 12 contains 26470 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43589 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 4511 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98319 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196874 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967056.000000 Penalty: 102048.265625
Iteration 307Q: 31 clusters Score -1.289671e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 128269 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42200 members 
Mstep: Class 8 contains 33105 members 
Mstep: Class 9 contains 34527 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40086 members 
Mstep: Class 12 contains 26495 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 43589 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38549 members 
Mstep: Class 21 contains 22758 members 
Mstep: Class 22 contains 4499 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98314 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196852 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967160.000000 Penalty: 102048.265625
Iteration 308Q: 31 clusters Score -1.289672e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44537 members 
Mstep: Class 5 contains 128232 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42199 members 
Mstep: Class 8 contains 33122 members 
Mstep: Class 9 contains 34533 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 26517 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43592 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22743 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98321 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196849 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966984.000000 Penalty: 102048.265625
Iteration 309Q: 31 clusters Score -1.28967e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13315 members 
Mstep: Class 4 contains 44537 members 
Mstep: Class 5 contains 128199 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42193 members 
Mstep: Class 8 contains 33138 members 
Mstep: Class 9 contains 34539 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 26534 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43601 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22734 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98300 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196865 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967080.000000 Penalty: 102048.265625
Iteration 310Q: 31 clusters Score -1.289671e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 128191 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42188 members 
Mstep: Class 8 contains 33151 members 
Mstep: Class 9 contains 34540 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40081 members 
Mstep: Class 12 contains 26550 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43603 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22724 members 
Mstep: Class 22 contains 4473 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98287 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196866 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967104.000000 Penalty: 102048.265625
Iteration 311Q: 31 clusters Score -1.289671e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 128197 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42190 members 
Mstep: Class 8 contains 33152 members 
Mstep: Class 9 contains 34544 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40087 members 
Mstep: Class 12 contains 26577 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43607 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22710 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98263 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196848 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967072.000000 Penalty: 102048.265625
Iteration 312Q: 31 clusters Score -1.289671e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 128174 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42170 members 
Mstep: Class 8 contains 33160 members 
Mstep: Class 9 contains 34548 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 26609 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43609 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22698 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98264 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196829 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967224.000000 Penalty: 102048.265625
Iteration 313Q: 31 clusters Score -1.289672e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 128145 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42162 members 
Mstep: Class 8 contains 33172 members 
Mstep: Class 9 contains 34555 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40089 members 
Mstep: Class 12 contains 26632 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43612 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22691 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98266 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196812 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967232.000000 Penalty: 102048.265625
Iteration 314Q: 31 clusters Score -1.289672e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44541 members 
Mstep: Class 5 contains 128124 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42154 members 
Mstep: Class 8 contains 33182 members 
Mstep: Class 9 contains 34563 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 26658 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38550 members 
Mstep: Class 21 contains 22683 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98278 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196774 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 315Q: 31 clusters Score -1.289674e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 128109 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42144 members 
Mstep: Class 8 contains 33188 members 
Mstep: Class 9 contains 34569 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 26672 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43612 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38551 members 
Mstep: Class 21 contains 22670 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98306 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196742 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967480.000000 Penalty: 102048.265625
Iteration 316Q: 31 clusters Score -1.289675e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 128094 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42130 members 
Mstep: Class 8 contains 33194 members 
Mstep: Class 9 contains 34585 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 26680 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43617 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38551 members 
Mstep: Class 21 contains 22647 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98314 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196748 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967424.000000 Penalty: 102048.265625
Iteration 317Q: 31 clusters Score -1.289674e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 128074 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 33200 members 
Mstep: Class 9 contains 34595 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 26703 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43620 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38551 members 
Mstep: Class 21 contains 22631 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98323 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196741 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967440.000000 Penalty: 102048.265625
Iteration 318Q: 31 clusters Score -1.289674e+08 nChanged 446
Entering ConstructFrom: 
Score: -128967440.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (55326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Entering Unmasked Estep 
Score: -8200795.000000 Penalty: 2708.407715
	Iteration 0F: 2 clusters Score -8200795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8163635.000000 Penalty: 5416.815430
	Iteration 0F: 3 clusters Score -8163635 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -8177890.000000 Penalty: 5416.815430
	Iteration 1F: 3 clusters Score -8177890 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -8178463.500000 Penalty: 5416.815430
	Iteration 2Q: 3 clusters Score -8178464 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8179133.000000 Penalty: 5416.815430
	Iteration 3Q: 3 clusters Score -8179133 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8180029.500000 Penalty: 5416.815430
	Iteration 4Q: 3 clusters Score -8180030 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8181339.500000 Penalty: 5416.815430
	Iteration 5Q: 3 clusters Score -8181340 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -8183272.000000 Penalty: 5416.815430
	Iteration 6F: 3 clusters Score -8183272 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -8186339.000000 Penalty: 5416.815430
	Iteration 7F: 3 clusters Score -8186339 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -8190468.500000 Penalty: 5416.815430
	Iteration 8F: 3 clusters Score -8190468 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -8194649.000000 Penalty: 5416.815430
	Iteration 9F: 3 clusters Score -8194649 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8197432.500000 Penalty: 5416.815430
	Iteration 10Q: 3 clusters Score -8197432 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8198663.500000 Penalty: 5416.815430
	Iteration 11Q: 3 clusters Score -8198664 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8199149.500000 Penalty: 5416.815430
	Iteration 12Q: 3 clusters Score -8199150 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8199367.000000 Penalty: 5416.815430
	Iteration 13Q: 3 clusters Score -8199367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8199470.000000 Penalty: 5416.815430
	Iteration 14Q: 3 clusters Score -8199470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8199532.000000 Penalty: 5416.815430
	Iteration 15Q: 3 clusters Score -8199532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8199551.000000 Penalty: 5416.815430
	Iteration 16Q: 3 clusters Score -8199551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8199561.500000 Penalty: 5416.815430
	Iteration 17Q: 3 clusters Score -8199562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8199567.500000 Penalty: 5416.815430
	Iteration 18Q: 3 clusters Score -8199568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8199570.500000 Penalty: 5416.815430
	Iteration 19Q: 3 clusters Score -8199570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8199714.000000 Penalty: 5416.815430
	Iteration 20F: 3 clusters Score -8199714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8199827.000000 Penalty: 5416.815430
	Iteration 21Q: 3 clusters Score -8199827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8199878.000000 Penalty: 5416.815430
	Iteration 22Q: 3 clusters Score -8199878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8199912.000000 Penalty: 5416.815430
	Iteration 23Q: 3 clusters Score -8199912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8199922.500000 Penalty: 5416.815430
	Iteration 24Q: 3 clusters Score -8199922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8199939.500000 Penalty: 5416.815430
	Iteration 25Q: 3 clusters Score -8199940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8199945.000000 Penalty: 5416.815430
	Iteration 26Q: 3 clusters Score -8199945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8199949.000000 Penalty: 5416.815430
	Iteration 27Q: 3 clusters Score -8199949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8199959.000000 Penalty: 5416.815430
	Iteration 28Q: 3 clusters Score -8199959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8199962.000000 Penalty: 5416.815430
	Iteration 29Q: 3 clusters Score -8199962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8199966.000000 Penalty: 5416.815430
	Iteration 30Q: 3 clusters Score -8199966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8199962.000000 Penalty: 5416.815430
	Iteration 31Q: 3 clusters Score -8199962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8199960.000000 Penalty: 5416.815430
	Iteration 32Q: 3 clusters Score -8199960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8199968.500000 Penalty: 5416.815430
	Iteration 33Q: 3 clusters Score -8199968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8199968.500000 Penalty: 5416.815430
	Iteration 34F: 3 clusters Score -8199968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8199966.000000 Penalty: 5416.815430
	Iteration 35Q: 3 clusters Score -8199966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8199966.000000 Penalty: 5416.815430
	Iteration 36Q: 3 clusters Score -8199966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8199966.000000 Penalty: 5416.815430
	Iteration 37F: 3 clusters Score -8199966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -933860.062500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -933860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -928107.687500 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -928107.7 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -929808.687500 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -929808.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -930255.500000 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -930255.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -930637.187500 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -930637.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -930904.937500 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -930904.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -931084.437500 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -931084.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -931201.687500 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -931201.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -931298.375000 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -931298.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -931378.312500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -931378.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -931463.000000 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -931463 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -931546.375000 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -931546.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -931618.125000 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -931618.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -931678.375000 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -931678.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -931735.062500 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -931735.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -931785.000000 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -931785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -931837.312500 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -931837.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -931884.687500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -931884.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -931921.812500 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -931921.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -931957.375000 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -931957.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -931985.062500 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -931985.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -932010.125000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -932010.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -932031.125000 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -932031.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -932055.687500 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -932055.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -932082.125000 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -932082.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -932108.750000 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -932108.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -932140.125000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -932140.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -932161.937500 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -932161.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -932183.687500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -932183.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -932201.000000 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -932201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -932217.812500 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -932217.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -932229.250000 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -932229.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -932239.625000 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -932239.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -932250.250000 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -932250.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -932262.812500 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -932262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -932268.687500 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -932268.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -932275.000000 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -932275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -932278.375000 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -932278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -932285.187500 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -932285.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -932291.062500 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -932291.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -932296.500000 Penalty: 4384.137207
	Iteration 39Q: 3 clusters Score -932296.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -932302.687500 Penalty: 4384.137207
	Iteration 40F: 3 clusters Score -932302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -932307.250000 Penalty: 4384.137207
	Iteration 41Q: 3 clusters Score -932307.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -932313.812500 Penalty: 4384.137207
	Iteration 42Q: 3 clusters Score -932313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -932320.562500 Penalty: 4384.137207
	Iteration 43Q: 3 clusters Score -932320.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -932326.187500 Penalty: 4384.137207
	Iteration 44Q: 3 clusters Score -932326.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -932331.062500 Penalty: 4384.137207
	Iteration 45Q: 3 clusters Score -932331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -932335.375000 Penalty: 4384.137207
	Iteration 46Q: 3 clusters Score -932335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -932338.250000 Penalty: 4384.137207
	Iteration 47Q: 3 clusters Score -932338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -932339.500000 Penalty: 4384.137207
	Iteration 48Q: 3 clusters Score -932339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -932339.812500 Penalty: 4384.137207
	Iteration 49Q: 3 clusters Score -932339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -932340.187500 Penalty: 4384.137207
	Iteration 50Q: 3 clusters Score -932340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -932343.375000 Penalty: 4384.137207
	Iteration 51Q: 3 clusters Score -932343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -932344.250000 Penalty: 4384.137207
	Iteration 52Q: 3 clusters Score -932344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -932347.125000 Penalty: 4384.137207
	Iteration 53Q: 3 clusters Score -932347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -932349.250000 Penalty: 4384.137207
	Iteration 54Q: 3 clusters Score -932349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -932352.562500 Penalty: 4384.137207
	Iteration 55Q: 3 clusters Score -932352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -932358.062500 Penalty: 4384.137207
	Iteration 56Q: 3 clusters Score -932358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -932360.750000 Penalty: 4384.137207
	Iteration 57Q: 3 clusters Score -932360.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -932366.500000 Penalty: 4384.137207
	Iteration 58Q: 3 clusters Score -932366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -932374.000000 Penalty: 4384.137207
	Iteration 59Q: 3 clusters Score -932374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -932379.625000 Penalty: 4384.137207
	Iteration 60F: 3 clusters Score -932379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -932380.937500 Penalty: 4384.137207
	Iteration 61Q: 3 clusters Score -932380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -932386.375000 Penalty: 4384.137207
	Iteration 62Q: 3 clusters Score -932386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -932389.312500 Penalty: 4384.137207
	Iteration 63Q: 3 clusters Score -932389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -932393.312500 Penalty: 4384.137207
	Iteration 64Q: 3 clusters Score -932393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -932393.000000 Penalty: 4384.137207
	Iteration 65Q: 3 clusters Score -932393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -932397.250000 Penalty: 4384.137207
	Iteration 66Q: 3 clusters Score -932397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -932398.187500 Penalty: 4384.137207
	Iteration 67Q: 3 clusters Score -932398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -932401.250000 Penalty: 4384.137207
	Iteration 68Q: 3 clusters Score -932401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -932401.937500 Penalty: 4384.137207
	Iteration 69Q: 3 clusters Score -932401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -932401.312500 Penalty: 4384.137207
	Iteration 70Q: 3 clusters Score -932401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -932401.437500 Penalty: 4384.137207
	Iteration 71Q: 3 clusters Score -932401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -932401.125000 Penalty: 4384.137207
	Iteration 72Q: 3 clusters Score -932401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -932401.312500 Penalty: 4384.137207
	Iteration 73Q: 3 clusters Score -932401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -932401.312500 Penalty: 4384.137207
	Iteration 74F: 3 clusters Score -932401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Entering Unmasked Estep 
Score: -1781838.750000 Penalty: 2355.205566
	Iteration 0F: 2 clusters Score -1781839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1772136.500000 Penalty: 4710.411133
	Iteration 0F: 3 clusters Score -1772136 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1775177.375000 Penalty: 4710.411133
	Iteration 1F: 3 clusters Score -1775177 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1775577.625000 Penalty: 4710.411133
	Iteration 2F: 3 clusters Score -1775578 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1775941.000000 Penalty: 4710.411133
	Iteration 3F: 3 clusters Score -1775941 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1776254.625000 Penalty: 4710.411133
	Iteration 4Q: 3 clusters Score -1776255 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1776550.500000 Penalty: 4710.411133
	Iteration 5Q: 3 clusters Score -1776550 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1776857.125000 Penalty: 4710.411133
	Iteration 6Q: 3 clusters Score -1776857 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1777164.125000 Penalty: 4710.411133
	Iteration 7Q: 3 clusters Score -1777164 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1777415.125000 Penalty: 4710.411133
	Iteration 8Q: 3 clusters Score -1777415 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1777692.250000 Penalty: 4710.411133
	Iteration 9Q: 3 clusters Score -1777692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1777956.000000 Penalty: 4710.411133
	Iteration 10Q: 3 clusters Score -1777956 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1778241.875000 Penalty: 4710.411133
	Iteration 11Q: 3 clusters Score -1778242 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1778526.125000 Penalty: 4710.411133
	Iteration 12Q: 3 clusters Score -1778526 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1778771.625000 Penalty: 4710.411133
	Iteration 13Q: 3 clusters Score -1778772 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1778979.875000 Penalty: 4710.411133
	Iteration 14Q: 3 clusters Score -1778980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1779174.875000 Penalty: 4710.411133
	Iteration 15Q: 3 clusters Score -1779175 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1779356.000000 Penalty: 4710.411133
	Iteration 16Q: 3 clusters Score -1779356 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1779513.125000 Penalty: 4710.411133
	Iteration 17Q: 3 clusters Score -1779513 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1779627.875000 Penalty: 4710.411133
	Iteration 18Q: 3 clusters Score -1779628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1779710.500000 Penalty: 4710.411133
	Iteration 19Q: 3 clusters Score -1779710 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1779776.250000 Penalty: 4710.411133
	Iteration 20F: 3 clusters Score -1779776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1779833.875000 Penalty: 4710.411133
	Iteration 21Q: 3 clusters Score -1779834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1779875.875000 Penalty: 4710.411133
	Iteration 22Q: 3 clusters Score -1779876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1779915.375000 Penalty: 4710.411133
	Iteration 23Q: 3 clusters Score -1779915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1779947.375000 Penalty: 4710.411133
	Iteration 24Q: 3 clusters Score -1779947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1779969.625000 Penalty: 4710.411133
	Iteration 25Q: 3 clusters Score -1779970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1779996.000000 Penalty: 4710.411133
	Iteration 26Q: 3 clusters Score -1779996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1780011.875000 Penalty: 4710.411133
	Iteration 27Q: 3 clusters Score -1780012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1780020.250000 Penalty: 4710.411133
	Iteration 28Q: 3 clusters Score -1780020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1780025.625000 Penalty: 4710.411133
	Iteration 29Q: 3 clusters Score -1780026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1780034.750000 Penalty: 4710.411133
	Iteration 30Q: 3 clusters Score -1780035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1780042.000000 Penalty: 4710.411133
	Iteration 31Q: 3 clusters Score -1780042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1780047.875000 Penalty: 4710.411133
	Iteration 32Q: 3 clusters Score -1780048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1780052.375000 Penalty: 4710.411133
	Iteration 33Q: 3 clusters Score -1780052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1780060.500000 Penalty: 4710.411133
	Iteration 34Q: 3 clusters Score -1780060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1780065.250000 Penalty: 4710.411133
	Iteration 35Q: 3 clusters Score -1780065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1780071.750000 Penalty: 4710.411133
	Iteration 36Q: 3 clusters Score -1780072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1780082.750000 Penalty: 4710.411133
	Iteration 37Q: 3 clusters Score -1780083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1780090.250000 Penalty: 4710.411133
	Iteration 38Q: 3 clusters Score -1780090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1780099.500000 Penalty: 4710.411133
	Iteration 39Q: 3 clusters Score -1780100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1780111.000000 Penalty: 4710.411133
	Iteration 40F: 3 clusters Score -1780111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1780122.625000 Penalty: 4710.411133
	Iteration 41Q: 3 clusters Score -1780123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1780134.500000 Penalty: 4710.411133
	Iteration 42Q: 3 clusters Score -1780134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1780140.750000 Penalty: 4710.411133
	Iteration 43Q: 3 clusters Score -1780141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1780148.500000 Penalty: 4710.411133
	Iteration 44Q: 3 clusters Score -1780148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1780156.875000 Penalty: 4710.411133
	Iteration 45Q: 3 clusters Score -1780157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1780157.125000 Penalty: 4710.411133
	Iteration 46Q: 3 clusters Score -1780157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1780159.500000 Penalty: 4710.411133
	Iteration 47Q: 3 clusters Score -1780160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1780160.375000 Penalty: 4710.411133
	Iteration 48Q: 3 clusters Score -1780160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1780160.375000 Penalty: 4710.411133
	Iteration 49F: 3 clusters Score -1780160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Entering Unmasked Estep 
Score: -6548632.000000 Penalty: 2654.554932
	Iteration 0F: 2 clusters Score -6548632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -6518413.500000 Penalty: 5309.109863
	Iteration 0F: 3 clusters Score -6518414 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6529809.500000 Penalty: 5309.109863
	Iteration 1F: 3 clusters Score -6529810 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -6530380.000000 Penalty: 5309.109863
	Iteration 2Q: 3 clusters Score -6530380 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -6531001.500000 Penalty: 5309.109863
	Iteration 3Q: 3 clusters Score -6531002 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6531861.500000 Penalty: 5309.109863
	Iteration 4Q: 3 clusters Score -6531862 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -6532926.000000 Penalty: 5309.109863
	Iteration 5Q: 3 clusters Score -6532926 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6534507.500000 Penalty: 5309.109863
	Iteration 6F: 3 clusters Score -6534508 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6536520.500000 Penalty: 5309.109863
	Iteration 7F: 3 clusters Score -6536520 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6538868.500000 Penalty: 5309.109863
	Iteration 8F: 3 clusters Score -6538868 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6540999.500000 Penalty: 5309.109863
	Iteration 9F: 3 clusters Score -6541000 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -6542267.500000 Penalty: 5309.109863
	Iteration 10Q: 3 clusters Score -6542268 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -6542894.500000 Penalty: 5309.109863
	Iteration 11Q: 3 clusters Score -6542894 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -6543306.000000 Penalty: 5309.109863
	Iteration 12Q: 3 clusters Score -6543306 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6543610.000000 Penalty: 5309.109863
	Iteration 13Q: 3 clusters Score -6543610 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -6543856.500000 Penalty: 5309.109863
	Iteration 14Q: 3 clusters Score -6543856 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -6544072.500000 Penalty: 5309.109863
	Iteration 15Q: 3 clusters Score -6544072 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -6544251.000000 Penalty: 5309.109863
	Iteration 16Q: 3 clusters Score -6544251 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6544385.500000 Penalty: 5309.109863
	Iteration 17Q: 3 clusters Score -6544386 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -6544475.500000 Penalty: 5309.109863
	Iteration 18Q: 3 clusters Score -6544476 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -6544577.500000 Penalty: 5309.109863
	Iteration 19Q: 3 clusters Score -6544578 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6544654.000000 Penalty: 5309.109863
	Iteration 20F: 3 clusters Score -6544654 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -6544720.500000 Penalty: 5309.109863
	Iteration 21Q: 3 clusters Score -6544720 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -6544789.000000 Penalty: 5309.109863
	Iteration 22Q: 3 clusters Score -6544789 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -6544874.000000 Penalty: 5309.109863
	Iteration 23Q: 3 clusters Score -6544874 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6544976.500000 Penalty: 5309.109863
	Iteration 24Q: 3 clusters Score -6544976 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6545066.500000 Penalty: 5309.109863
	Iteration 25Q: 3 clusters Score -6545066 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6545151.000000 Penalty: 5309.109863
	Iteration 26Q: 3 clusters Score -6545151 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -6545194.000000 Penalty: 5309.109863
	Iteration 27Q: 3 clusters Score -6545194 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -6545253.500000 Penalty: 5309.109863
	Iteration 28Q: 3 clusters Score -6545254 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -6545296.500000 Penalty: 5309.109863
	Iteration 29Q: 3 clusters Score -6545296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6545332.000000 Penalty: 5309.109863
	Iteration 30Q: 3 clusters Score -6545332 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -6545364.500000 Penalty: 5309.109863
	Iteration 31Q: 3 clusters Score -6545364 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -6545398.500000 Penalty: 5309.109863
	Iteration 32Q: 3 clusters Score -6545398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -6545427.500000 Penalty: 5309.109863
	Iteration 33Q: 3 clusters Score -6545428 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6545435.000000 Penalty: 5309.109863
	Iteration 34Q: 3 clusters Score -6545435 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6545487.500000 Penalty: 5309.109863
	Iteration 35Q: 3 clusters Score -6545488 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -6545530.500000 Penalty: 5309.109863
	Iteration 36Q: 3 clusters Score -6545530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -6545600.500000 Penalty: 5309.109863
	Iteration 37Q: 3 clusters Score -6545600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -6545648.000000 Penalty: 5309.109863
	Iteration 38Q: 3 clusters Score -6545648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -6545688.000000 Penalty: 5309.109863
	Iteration 39Q: 3 clusters Score -6545688 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -6545726.000000 Penalty: 5309.109863
	Iteration 40F: 3 clusters Score -6545726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -6545750.500000 Penalty: 5309.109863
	Iteration 41Q: 3 clusters Score -6545750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -6545778.000000 Penalty: 5309.109863
	Iteration 42Q: 3 clusters Score -6545778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6545785.500000 Penalty: 5309.109863
	Iteration 43Q: 3 clusters Score -6545786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -6545821.000000 Penalty: 5309.109863
	Iteration 44Q: 3 clusters Score -6545821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -6545835.000000 Penalty: 5309.109863
	Iteration 45Q: 3 clusters Score -6545835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -6545866.000000 Penalty: 5309.109863
	Iteration 46Q: 3 clusters Score -6545866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -6545889.000000 Penalty: 5309.109863
	Iteration 47Q: 3 clusters Score -6545889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -6545911.000000 Penalty: 5309.109863
	Iteration 48Q: 3 clusters Score -6545911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -6545918.000000 Penalty: 5309.109863
	Iteration 49Q: 3 clusters Score -6545918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -6545960.500000 Penalty: 5309.109863
	Iteration 50Q: 3 clusters Score -6545960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -6545987.000000 Penalty: 5309.109863
	Iteration 51Q: 3 clusters Score -6545987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6546006.000000 Penalty: 5309.109863
	Iteration 52Q: 3 clusters Score -6546006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -6546010.000000 Penalty: 5309.109863
	Iteration 53Q: 3 clusters Score -6546010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6546025.000000 Penalty: 5309.109863
	Iteration 54Q: 3 clusters Score -6546025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6546050.500000 Penalty: 5309.109863
	Iteration 55Q: 3 clusters Score -6546050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -6546061.000000 Penalty: 5309.109863
	Iteration 56Q: 3 clusters Score -6546061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6546089.500000 Penalty: 5309.109863
	Iteration 57Q: 3 clusters Score -6546090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6546101.000000 Penalty: 5309.109863
	Iteration 58Q: 3 clusters Score -6546101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -6546111.500000 Penalty: 5309.109863
	Iteration 59Q: 3 clusters Score -6546112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -6546124.000000 Penalty: 5309.109863
	Iteration 60F: 3 clusters Score -6546124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -6546137.000000 Penalty: 5309.109863
	Iteration 61Q: 3 clusters Score -6546137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6546135.500000 Penalty: 5309.109863
	Iteration 62Q: 3 clusters Score -6546136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -6546125.000000 Penalty: 5309.109863
	Iteration 63Q: 3 clusters Score -6546125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6546140.000000 Penalty: 5309.109863
	Iteration 64Q: 3 clusters Score -6546140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -6546142.500000 Penalty: 5309.109863
	Iteration 65Q: 3 clusters Score -6546142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6546162.000000 Penalty: 5309.109863
	Iteration 66Q: 3 clusters Score -6546162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -6546172.500000 Penalty: 5309.109863
	Iteration 67Q: 3 clusters Score -6546172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -6546175.500000 Penalty: 5309.109863
	Iteration 68Q: 3 clusters Score -6546176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -6546172.500000 Penalty: 5309.109863
	Iteration 69Q: 3 clusters Score -6546172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6546177.500000 Penalty: 5309.109863
	Iteration 70Q: 3 clusters Score -6546178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -6546178.500000 Penalty: 5309.109863
	Iteration 71Q: 3 clusters Score -6546178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -6546183.000000 Penalty: 5309.109863
	Iteration 72Q: 3 clusters Score -6546183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -6546196.000000 Penalty: 5309.109863
	Iteration 73Q: 3 clusters Score -6546196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -6546188.000000 Penalty: 5309.109863
	Iteration 74Q: 3 clusters Score -6546188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6546174.000000 Penalty: 5309.109863
	Iteration 75Q: 3 clusters Score -6546174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -6546179.000000 Penalty: 5309.109863
	Iteration 76Q: 3 clusters Score -6546179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -6546183.500000 Penalty: 5309.109863
	Iteration 77Q: 3 clusters Score -6546184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -6546189.000000 Penalty: 5309.109863
	Iteration 78Q: 3 clusters Score -6546189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -6546214.000000 Penalty: 5309.109863
	Iteration 79Q: 3 clusters Score -6546214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -6546213.000000 Penalty: 5309.109863
	Iteration 80F: 3 clusters Score -6546213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6546212 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6546222 nChanged 17
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Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6546241 nChanged 20
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Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6546244 nChanged 12
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Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6546247 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6546242 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6546244 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6546248 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6546245 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6546248 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6546260 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6546246 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6546252 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6546252 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6546250 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6546255 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -6546253.500000 Penalty: 5309.109863
	Iteration 97Q: 3 clusters Score -6546254 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6546260 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6546261.500000 Penalty: 5309.109863
	Iteration 99Q: 3 clusters Score -6546262 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -6546273.000000 Penalty: 5309.109863
	Iteration 100F: 3 clusters Score -6546273 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6546276.500000 Penalty: 5309.109863
	Iteration 101Q: 3 clusters Score -6546276 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6546276 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6546279 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6546280 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6546284 nChanged 9
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6546288 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6546284 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -6546286.500000 Penalty: 5309.109863
	Iteration 108Q: 3 clusters Score -6546286 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6546291 nChanged 9
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Mstep: Class 2 contains 42550 members 
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	Iteration 110Q: 3 clusters Score -6546291 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6546294.000000 Penalty: 5309.109863
	Iteration 111Q: 3 clusters Score -6546294 nChanged 10
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Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6546300 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6546300 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42584 members 
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	Iteration 114Q: 3 clusters Score -6546302 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6546301 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6546308 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -6546306.500000 Penalty: 5309.109863
	Iteration 117Q: 3 clusters Score -6546306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6546306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6546309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6546308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6546303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42667 members 
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	Iteration 122Q: 3 clusters Score -6546313 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42679 members 
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	Iteration 123Q: 3 clusters Score -6546320 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42689 members 
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	Iteration 124Q: 3 clusters Score -6546332 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42699 members 
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	Iteration 125Q: 3 clusters Score -6546340 nChanged 6
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6546339 nChanged 4
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Score: -6546334.500000 Penalty: 5309.109863
	Iteration 127Q: 3 clusters Score -6546334 nChanged 6
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Mstep: Class 0 contains 0 members 
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Score: -6546343.500000 Penalty: 5309.109863
	Iteration 128Q: 3 clusters Score -6546344 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6546340 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42741 members 
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	Iteration 130Q: 3 clusters Score -6546337 nChanged 20
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	Iteration 131Q: 3 clusters Score -6546336 nChanged 13
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	Iteration 132Q: 3 clusters Score -6546342 nChanged 21
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	Iteration 133Q: 3 clusters Score -6546354 nChanged 22
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	Iteration 134Q: 3 clusters Score -6546351 nChanged 22
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	Iteration 135Q: 3 clusters Score -6546361 nChanged 21
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	Iteration 136Q: 3 clusters Score -6546358 nChanged 19
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	Iteration 137Q: 3 clusters Score -6546368 nChanged 13
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	Iteration 138Q: 3 clusters Score -6546378 nChanged 11
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	Iteration 139Q: 3 clusters Score -6546380 nChanged 8
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42901 members 
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	Iteration 140F: 3 clusters Score -6546377 nChanged 4
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	Iteration 141Q: 3 clusters Score -6546378 nChanged 2
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	Iteration 142Q: 3 clusters Score -6546374 nChanged 4
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Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 42911 members 
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	Iteration 143Q: 3 clusters Score -6546380 nChanged 3
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	Iteration 144Q: 3 clusters Score -6546385 nChanged 5
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Mstep: Class 1 contains 1608 members 
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	Iteration 145Q: 3 clusters Score -6546378 nChanged 5
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Mstep: Class 1 contains 1603 members 
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	Iteration 146Q: 3 clusters Score -6546378 nChanged 3
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Mstep: Class 1 contains 1600 members 
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	Iteration 147Q: 3 clusters Score -6546377 nChanged 2
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Mstep: Class 2 contains 42929 members 
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	Iteration 148Q: 3 clusters Score -6546384 nChanged 5
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	Iteration 149Q: 3 clusters Score -6546383 nChanged 2
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	Iteration 150Q: 3 clusters Score -6546380 nChanged 1
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	Iteration 151Q: 3 clusters Score -6546381 nChanged 2
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	Iteration 152Q: 3 clusters Score -6546384 nChanged 5
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	Iteration 153Q: 3 clusters Score -6546381 nChanged 3
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	Iteration 154Q: 3 clusters Score -6546392 nChanged 3
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	Iteration 155Q: 3 clusters Score -6546390 nChanged 5
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	Iteration 156Q: 3 clusters Score -6546396 nChanged 2
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	Iteration 157Q: 3 clusters Score -6546385 nChanged 1
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	Iteration 158Q: 3 clusters Score -6546388 nChanged 3
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	Iteration 159Q: 3 clusters Score -6546384 nChanged 6
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	Iteration 160F: 3 clusters Score -6546384 nChanged 7
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	Iteration 161Q: 3 clusters Score -6546386 nChanged 7
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	Iteration 162Q: 3 clusters Score -6546388 nChanged 6
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	Iteration 163Q: 3 clusters Score -6546380 nChanged 6
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	Iteration 164Q: 3 clusters Score -6546396 nChanged 7
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	Iteration 165Q: 3 clusters Score -6546399 nChanged 4
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	Iteration 166Q: 3 clusters Score -6546397 nChanged 2
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	Iteration 167Q: 3 clusters Score -6546393 nChanged 2
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	Iteration 168Q: 3 clusters Score -6546398 nChanged 5
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	Iteration 169Q: 3 clusters Score -6546396 nChanged 10
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	Iteration 170Q: 3 clusters Score -6546404 nChanged 9
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	Iteration 171Q: 3 clusters Score -6546416 nChanged 11
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	Iteration 172Q: 3 clusters Score -6546423 nChanged 8
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	Iteration 173Q: 3 clusters Score -6546418 nChanged 2
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	Iteration 174Q: 3 clusters Score -6546416 nChanged 0
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Entering Unmasked Estep 
Score: -6546416.000000 Penalty: 5309.109863
	Iteration 175F: 3 clusters Score -6546416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (128065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Entering Unmasked Estep 
Score: -18815222.000000 Penalty: 2916.552734
	Iteration 0F: 2 clusters Score -1.881522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -18731890.000000 Penalty: 5833.105469
	Iteration 0F: 3 clusters Score -1.873189e+07 nChanged 60955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -18767262.000000 Penalty: 5833.105469
	Iteration 1F: 3 clusters Score -1.876726e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -18768958.000000 Penalty: 5833.105469
	Iteration 2Q: 3 clusters Score -1.876896e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -18771238.000000 Penalty: 5833.105469
	Iteration 3Q: 3 clusters Score -1.877124e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -18774826.000000 Penalty: 5833.105469
	Iteration 4Q: 3 clusters Score -1.877483e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -18780230.000000 Penalty: 5833.105469
	Iteration 5F: 3 clusters Score -1.878023e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -18787326.000000 Penalty: 5833.105469
	Iteration 6F: 3 clusters Score -1.878733e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -18794716.000000 Penalty: 5833.105469
	Iteration 7F: 3 clusters Score -1.879472e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -18800876.000000 Penalty: 5833.105469
	Iteration 8F: 3 clusters Score -1.880088e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 114581 members 
Entering Unmasked Estep 
Score: -18804850.000000 Penalty: 5833.105469
	Iteration 9Q: 3 clusters Score -1.880485e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -18807392.000000 Penalty: 5833.105469
	Iteration 10Q: 3 clusters Score -1.880739e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -18808940.000000 Penalty: 5833.105469
	Iteration 11Q: 3 clusters Score -1.880894e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -18809826.000000 Penalty: 5833.105469
	Iteration 12Q: 3 clusters Score -1.880983e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -18810470.000000 Penalty: 5833.105469
	Iteration 13Q: 3 clusters Score -1.881047e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -18810878.000000 Penalty: 5833.105469
	Iteration 14Q: 3 clusters Score -1.881088e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -18811226.000000 Penalty: 5833.105469
	Iteration 15Q: 3 clusters Score -1.881123e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -18811518.000000 Penalty: 5833.105469
	Iteration 16Q: 3 clusters Score -1.881152e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -18811730.000000 Penalty: 5833.105469
	Iteration 17Q: 3 clusters Score -1.881173e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -18811858.000000 Penalty: 5833.105469
	Iteration 18Q: 3 clusters Score -1.881186e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -18812024.000000 Penalty: 5833.105469
	Iteration 19Q: 3 clusters Score -1.881202e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -18812122.000000 Penalty: 5833.105469
	Iteration 20F: 3 clusters Score -1.881212e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -18812220.000000 Penalty: 5833.105469
	Iteration 21Q: 3 clusters Score -1.881222e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -18812272.000000 Penalty: 5833.105469
	Iteration 22Q: 3 clusters Score -1.881227e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -18812304.000000 Penalty: 5833.105469
	Iteration 23Q: 3 clusters Score -1.88123e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -18812364.000000 Penalty: 5833.105469
	Iteration 24Q: 3 clusters Score -1.881236e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -18812414.000000 Penalty: 5833.105469
	Iteration 25Q: 3 clusters Score -1.881241e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -18812440.000000 Penalty: 5833.105469
	Iteration 26Q: 3 clusters Score -1.881244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 126324 members 
Entering Unmasked Estep 
Score: -18812456.000000 Penalty: 5833.105469
	Iteration 27Q: 3 clusters Score -1.881246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -18812488.000000 Penalty: 5833.105469
	Iteration 28Q: 3 clusters Score -1.881249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -18812488.000000 Penalty: 5833.105469
	Iteration 29Q: 3 clusters Score -1.881249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -18812472.000000 Penalty: 5833.105469
	Iteration 30Q: 3 clusters Score -1.881247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -18812484.000000 Penalty: 5833.105469
	Iteration 31Q: 3 clusters Score -1.881248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -18812522.000000 Penalty: 5833.105469
	Iteration 32Q: 3 clusters Score -1.881252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -18812530.000000 Penalty: 5833.105469
	Iteration 33Q: 3 clusters Score -1.881253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -18812542.000000 Penalty: 5833.105469
	Iteration 34Q: 3 clusters Score -1.881254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -18812536.000000 Penalty: 5833.105469
	Iteration 35Q: 3 clusters Score -1.881254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 126591 members 
Entering Unmasked Estep 
Score: -18812528.000000 Penalty: 5833.105469
	Iteration 36Q: 3 clusters Score -1.881253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -18812554.000000 Penalty: 5833.105469
	Iteration 37Q: 3 clusters Score -1.881255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 126624 members 
Entering Unmasked Estep 
Score: -18812564.000000 Penalty: 5833.105469
	Iteration 38Q: 3 clusters Score -1.881256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 126642 members 
Entering Unmasked Estep 
Score: -18812556.000000 Penalty: 5833.105469
	Iteration 39Q: 3 clusters Score -1.881256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -18812562.000000 Penalty: 5833.105469
	Iteration 40F: 3 clusters Score -1.881256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 126677 members 
Entering Unmasked Estep 
Score: -18812564.000000 Penalty: 5833.105469
	Iteration 41Q: 3 clusters Score -1.881256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -18812562.000000 Penalty: 5833.105469
	Iteration 42Q: 3 clusters Score -1.881256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -18812572.000000 Penalty: 5833.105469
	Iteration 43Q: 3 clusters Score -1.881257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -18812594.000000 Penalty: 5833.105469
	Iteration 44Q: 3 clusters Score -1.881259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 126701 members 
Entering Unmasked Estep 
Score: -18812578.000000 Penalty: 5833.105469
	Iteration 45Q: 3 clusters Score -1.881258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -18812582.000000 Penalty: 5833.105469
	Iteration 46Q: 3 clusters Score -1.881258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -18812584.000000 Penalty: 5833.105469
	Iteration 47Q: 3 clusters Score -1.881258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -18812590.000000 Penalty: 5833.105469
	Iteration 48Q: 3 clusters Score -1.881259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 126719 members 
Entering Unmasked Estep 
Score: -18812592.000000 Penalty: 5833.105469
	Iteration 49Q: 3 clusters Score -1.881259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 126719 members 
Entering Unmasked Estep 
Score: -18812592.000000 Penalty: 5833.105469
	Iteration 50F: 3 clusters Score -1.881259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1242334.875000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1242335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1235428.750000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1235429 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1237382.875000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1237383 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1237739.125000 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1237739 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1238003.375000 Penalty: 4504.246582
	Iteration 3F: 3 clusters Score -1238003 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1238208.375000 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -1238208 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1238369.625000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -1238370 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1238520.125000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -1238520 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1238641.875000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1238642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1238762.500000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1238762 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1238889.875000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1238890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1239015.250000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1239015 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1239151.875000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1239152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1239290.125000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1239290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1239428.125000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1239428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1239583.000000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1239583 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1239747.375000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1239747 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1239890.625000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1239891 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1240008.125000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1240008 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1240139.625000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1240140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1240273.625000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1240274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1240396.500000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1240396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1240516.500000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1240516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1240631.375000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1240631 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1240728.625000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1240729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1240794.875000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1240795 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1240857.875000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1240858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1240902.500000 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1240902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1240930.500000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1240930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1240949.250000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1240949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1240958.250000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1240958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1240965.625000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1240966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1240968.875000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1240969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1240975.125000 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1240975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1240974.375000 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -1240974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1240979.500000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -1240980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1240977.750000 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -1240978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1240978.125000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -1240978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1240978.500000 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -1240978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1240978.500000 Penalty: 4504.246582
	Iteration 38F: 3 clusters Score -1240978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Entering Unmasked Estep 
Score: -6047334.500000 Penalty: 2640.731689
	Iteration 0F: 2 clusters Score -6047334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -6018685.000000 Penalty: 5281.463379
	Iteration 0F: 3 clusters Score -6018685 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -6029457.000000 Penalty: 5281.463379
	Iteration 1F: 3 clusters Score -6029457 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -6030051.500000 Penalty: 5281.463379
	Iteration 2Q: 3 clusters Score -6030052 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -6030562.000000 Penalty: 5281.463379
	Iteration 3Q: 3 clusters Score -6030562 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6031114.000000 Penalty: 5281.463379
	Iteration 4Q: 3 clusters Score -6031114 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -6031802.500000 Penalty: 5281.463379
	Iteration 5Q: 3 clusters Score -6031802 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -6032579.000000 Penalty: 5281.463379
	Iteration 6Q: 3 clusters Score -6032579 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -6033554.000000 Penalty: 5281.463379
	Iteration 7Q: 3 clusters Score -6033554 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -6034918.000000 Penalty: 5281.463379
	Iteration 8F: 3 clusters Score -6034918 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -6036631.500000 Penalty: 5281.463379
	Iteration 9F: 3 clusters Score -6036632 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6038682.000000 Penalty: 5281.463379
	Iteration 10F: 3 clusters Score -6038682 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6040836.000000 Penalty: 5281.463379
	Iteration 11F: 3 clusters Score -6040836 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6042761.000000 Penalty: 5281.463379
	Iteration 12Q: 3 clusters Score -6042761 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6044082.000000 Penalty: 5281.463379
	Iteration 13Q: 3 clusters Score -6044082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6044601.500000 Penalty: 5281.463379
	Iteration 14Q: 3 clusters Score -6044602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6044824.500000 Penalty: 5281.463379
	Iteration 15Q: 3 clusters Score -6044824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6044948.500000 Penalty: 5281.463379
	Iteration 16Q: 3 clusters Score -6044948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6045004.500000 Penalty: 5281.463379
	Iteration 17Q: 3 clusters Score -6045004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6045034.500000 Penalty: 5281.463379
	Iteration 18Q: 3 clusters Score -6045034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6045060.500000 Penalty: 5281.463379
	Iteration 19Q: 3 clusters Score -6045060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6045079.000000 Penalty: 5281.463379
	Iteration 20F: 3 clusters Score -6045079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6045093.500000 Penalty: 5281.463379
	Iteration 21Q: 3 clusters Score -6045094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6045099.500000 Penalty: 5281.463379
	Iteration 22Q: 3 clusters Score -6045100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6045108.000000 Penalty: 5281.463379
	Iteration 23Q: 3 clusters Score -6045108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6045118.500000 Penalty: 5281.463379
	Iteration 24Q: 3 clusters Score -6045118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6045110.000000 Penalty: 5281.463379
	Iteration 25Q: 3 clusters Score -6045110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6045113.000000 Penalty: 5281.463379
	Iteration 26Q: 3 clusters Score -6045113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6045115.000000 Penalty: 5281.463379
	Iteration 27Q: 3 clusters Score -6045115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6045114.500000 Penalty: 5281.463379
	Iteration 28Q: 3 clusters Score -6045114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6045119.000000 Penalty: 5281.463379
	Iteration 29Q: 3 clusters Score -6045119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6045122.000000 Penalty: 5281.463379
	Iteration 30Q: 3 clusters Score -6045122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6045122.500000 Penalty: 5281.463379
	Iteration 31Q: 3 clusters Score -6045122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6045119.500000 Penalty: 5281.463379
	Iteration 32Q: 3 clusters Score -6045120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6045119.500000 Penalty: 5281.463379
	Iteration 33F: 3 clusters Score -6045120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Entering Unmasked Estep 
Score: -4912678.500000 Penalty: 2581.822754
	Iteration 0F: 2 clusters Score -4912678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4889967.500000 Penalty: 5163.645508
	Iteration 0F: 3 clusters Score -4889968 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4898098.000000 Penalty: 5163.645508
	Iteration 1F: 3 clusters Score -4898098 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4898501.000000 Penalty: 5163.645508
	Iteration 2Q: 3 clusters Score -4898501 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4898899.000000 Penalty: 5163.645508
	Iteration 3Q: 3 clusters Score -4898899 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4899307.500000 Penalty: 5163.645508
	Iteration 4Q: 3 clusters Score -4899308 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4899789.000000 Penalty: 5163.645508
	Iteration 5Q: 3 clusters Score -4899789 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4900558.000000 Penalty: 5163.645508
	Iteration 6Q: 3 clusters Score -4900558 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4901807.500000 Penalty: 5163.645508
	Iteration 7F: 3 clusters Score -4901808 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4903585.500000 Penalty: 5163.645508
	Iteration 8F: 3 clusters Score -4903586 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4905816.000000 Penalty: 5163.645508
	Iteration 9F: 3 clusters Score -4905816 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4907877.500000 Penalty: 5163.645508
	Iteration 10F: 3 clusters Score -4907878 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4909174.000000 Penalty: 5163.645508
	Iteration 11Q: 3 clusters Score -4909174 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4909819.000000 Penalty: 5163.645508
	Iteration 12Q: 3 clusters Score -4909819 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4910066.000000 Penalty: 5163.645508
	Iteration 13Q: 3 clusters Score -4910066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4910220.000000 Penalty: 5163.645508
	Iteration 14Q: 3 clusters Score -4910220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4910282.500000 Penalty: 5163.645508
	Iteration 15Q: 3 clusters Score -4910282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4910346.000000 Penalty: 5163.645508
	Iteration 16Q: 3 clusters Score -4910346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4910366.500000 Penalty: 5163.645508
	Iteration 17Q: 3 clusters Score -4910366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4910380.000000 Penalty: 5163.645508
	Iteration 18Q: 3 clusters Score -4910380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4910391.500000 Penalty: 5163.645508
	Iteration 19Q: 3 clusters Score -4910392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4910391.000000 Penalty: 5163.645508
	Iteration 20F: 3 clusters Score -4910391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4910399.000000 Penalty: 5163.645508
	Iteration 21Q: 3 clusters Score -4910399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4910401.500000 Penalty: 5163.645508
	Iteration 22Q: 3 clusters Score -4910402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4910409.000000 Penalty: 5163.645508
	Iteration 23Q: 3 clusters Score -4910409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4910411.500000 Penalty: 5163.645508
	Iteration 24Q: 3 clusters Score -4910412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4910411.500000 Penalty: 5163.645508
	Iteration 25F: 3 clusters Score -4910412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Entering Unmasked Estep 
Score: -5137922.500000 Penalty: 2592.106445
	Iteration 0F: 2 clusters Score -5137922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5114311.000000 Penalty: 5184.212891
	Iteration 0F: 3 clusters Score -5114311 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -5122819.500000 Penalty: 5184.212891
	Iteration 1F: 3 clusters Score -5122820 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5123268.000000 Penalty: 5184.212891
	Iteration 2Q: 3 clusters Score -5123268 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -5123706.000000 Penalty: 5184.212891
	Iteration 3Q: 3 clusters Score -5123706 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5124225.000000 Penalty: 5184.212891
	Iteration 4Q: 3 clusters Score -5124225 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5125006.500000 Penalty: 5184.212891
	Iteration 5Q: 3 clusters Score -5125006 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5126249.500000 Penalty: 5184.212891
	Iteration 6F: 3 clusters Score -5126250 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5128226.500000 Penalty: 5184.212891
	Iteration 7F: 3 clusters Score -5128226 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5130718.000000 Penalty: 5184.212891
	Iteration 8F: 3 clusters Score -5130718 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5132920.500000 Penalty: 5184.212891
	Iteration 9F: 3 clusters Score -5132920 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5134385.500000 Penalty: 5184.212891
	Iteration 10Q: 3 clusters Score -5134386 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5135072.000000 Penalty: 5184.212891
	Iteration 11Q: 3 clusters Score -5135072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5135369.000000 Penalty: 5184.212891
	Iteration 12Q: 3 clusters Score -5135369 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5135533.500000 Penalty: 5184.212891
	Iteration 13Q: 3 clusters Score -5135534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5135615.000000 Penalty: 5184.212891
	Iteration 14Q: 3 clusters Score -5135615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5135650.500000 Penalty: 5184.212891
	Iteration 15Q: 3 clusters Score -5135650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5135670.000000 Penalty: 5184.212891
	Iteration 16Q: 3 clusters Score -5135670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5135691.000000 Penalty: 5184.212891
	Iteration 17Q: 3 clusters Score -5135691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5135701.500000 Penalty: 5184.212891
	Iteration 18Q: 3 clusters Score -5135702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5135707.500000 Penalty: 5184.212891
	Iteration 19Q: 3 clusters Score -5135708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5135711.000000 Penalty: 5184.212891
	Iteration 20F: 3 clusters Score -5135711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5135711.000000 Penalty: 5184.212891
	Iteration 21Q: 3 clusters Score -5135711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5135714.500000 Penalty: 5184.212891
	Iteration 22Q: 3 clusters Score -5135714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5135714.500000 Penalty: 5184.212891
	Iteration 23F: 3 clusters Score -5135714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -83153.484375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -83153.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81650.125000 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -81650.12 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82404.476562 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -82404.48 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82902.906250 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -82902.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -83532.632812 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -83532.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -83646.539062 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -83646.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83715.554688 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -83715.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83739.101562 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -83739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83746.625000 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -83746.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83757.289062 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -83757.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83768.750000 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -83768.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83774.554688 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -83774.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83774.554688 Penalty: 3313.704102
	Iteration 11F: 3 clusters Score -83774.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44527 members 
Mstep: Class 5 contains 128065 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42113 members 
Mstep: Class 8 contains 33209 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 26731 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43625 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98314 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196713 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 127 members 
Entering Unmasked Estep 
Score: -128966488.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128967440.000000 to -128966488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Entering Unmasked Estep 
Score: -5549958.500000 Penalty: 2628.541260
	Iteration 0F: 2 clusters Score -5549958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5522786.500000 Penalty: 5257.082520
	Iteration 0F: 3 clusters Score -5522786 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5532944.000000 Penalty: 5257.082520
	Iteration 1F: 3 clusters Score -5532944 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -5533666.000000 Penalty: 5257.082520
	Iteration 2Q: 3 clusters Score -5533666 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5534370.000000 Penalty: 5257.082520
	Iteration 3Q: 3 clusters Score -5534370 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5535275.000000 Penalty: 5257.082520
	Iteration 4Q: 3 clusters Score -5535275 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5536251.000000 Penalty: 5257.082520
	Iteration 5F: 3 clusters Score -5536251 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5537405.000000 Penalty: 5257.082520
	Iteration 6F: 3 clusters Score -5537405 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5538619.500000 Penalty: 5257.082520
	Iteration 7F: 3 clusters Score -5538620 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5539763.500000 Penalty: 5257.082520
	Iteration 8F: 3 clusters Score -5539764 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5540763.000000 Penalty: 5257.082520
	Iteration 9F: 3 clusters Score -5540763 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5541571.000000 Penalty: 5257.082520
	Iteration 10Q: 3 clusters Score -5541571 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5542319.500000 Penalty: 5257.082520
	Iteration 11Q: 3 clusters Score -5542320 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5543010.000000 Penalty: 5257.082520
	Iteration 12Q: 3 clusters Score -5543010 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5543551.500000 Penalty: 5257.082520
	Iteration 13Q: 3 clusters Score -5543552 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5544151.000000 Penalty: 5257.082520
	Iteration 14Q: 3 clusters Score -5544151 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5544777.500000 Penalty: 5257.082520
	Iteration 15Q: 3 clusters Score -5544778 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5545381.000000 Penalty: 5257.082520
	Iteration 16Q: 3 clusters Score -5545381 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5546004.500000 Penalty: 5257.082520
	Iteration 17Q: 3 clusters Score -5546004 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5546511.500000 Penalty: 5257.082520
	Iteration 18Q: 3 clusters Score -5546512 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5546936.000000 Penalty: 5257.082520
	Iteration 19Q: 3 clusters Score -5546936 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5547308.500000 Penalty: 5257.082520
	Iteration 20F: 3 clusters Score -5547308 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5547577.000000 Penalty: 5257.082520
	Iteration 21Q: 3 clusters Score -5547577 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5547768.000000 Penalty: 5257.082520
	Iteration 22Q: 3 clusters Score -5547768 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5547889.000000 Penalty: 5257.082520
	Iteration 23Q: 3 clusters Score -5547889 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5547986.000000 Penalty: 5257.082520
	Iteration 24Q: 3 clusters Score -5547986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5548061.000000 Penalty: 5257.082520
	Iteration 25Q: 3 clusters Score -5548061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5548107.000000 Penalty: 5257.082520
	Iteration 26Q: 3 clusters Score -5548107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5548146.000000 Penalty: 5257.082520
	Iteration 27Q: 3 clusters Score -5548146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5548166.000000 Penalty: 5257.082520
	Iteration 28Q: 3 clusters Score -5548166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5548176.500000 Penalty: 5257.082520
	Iteration 29Q: 3 clusters Score -5548176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5548198.500000 Penalty: 5257.082520
	Iteration 30Q: 3 clusters Score -5548198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5548203.000000 Penalty: 5257.082520
	Iteration 31Q: 3 clusters Score -5548203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5548215.500000 Penalty: 5257.082520
	Iteration 32Q: 3 clusters Score -5548216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -5548234.500000 Penalty: 5257.082520
	Iteration 33Q: 3 clusters Score -5548234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5548239.500000 Penalty: 5257.082520
	Iteration 34Q: 3 clusters Score -5548240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5548249.500000 Penalty: 5257.082520
	Iteration 35Q: 3 clusters Score -5548250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5548259.500000 Penalty: 5257.082520
	Iteration 36Q: 3 clusters Score -5548260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5548262.000000 Penalty: 5257.082520
	Iteration 37Q: 3 clusters Score -5548262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5548278.500000 Penalty: 5257.082520
	Iteration 38Q: 3 clusters Score -5548278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5548294.000000 Penalty: 5257.082520
	Iteration 39Q: 3 clusters Score -5548294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5548309.500000 Penalty: 5257.082520
	Iteration 40F: 3 clusters Score -5548310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5548311.000000 Penalty: 5257.082520
	Iteration 41Q: 3 clusters Score -5548311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5548313.000000 Penalty: 5257.082520
	Iteration 42Q: 3 clusters Score -5548313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5548317.500000 Penalty: 5257.082520
	Iteration 43Q: 3 clusters Score -5548318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5548321.000000 Penalty: 5257.082520
	Iteration 44Q: 3 clusters Score -5548321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5548327.000000 Penalty: 5257.082520
	Iteration 45Q: 3 clusters Score -5548327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5548323.500000 Penalty: 5257.082520
	Iteration 46Q: 3 clusters Score -5548324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -5548326.000000 Penalty: 5257.082520
	Iteration 47Q: 3 clusters Score -5548326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5548330.000000 Penalty: 5257.082520
	Iteration 48Q: 3 clusters Score -5548330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5548337.000000 Penalty: 5257.082520
	Iteration 49Q: 3 clusters Score -5548337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5548336.000000 Penalty: 5257.082520
	Iteration 50Q: 3 clusters Score -5548336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5548335.500000 Penalty: 5257.082520
	Iteration 51Q: 3 clusters Score -5548336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5548337.500000 Penalty: 5257.082520
	Iteration 52Q: 3 clusters Score -5548338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5548339.500000 Penalty: 5257.082520
	Iteration 53Q: 3 clusters Score -5548340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5548341.500000 Penalty: 5257.082520
	Iteration 54Q: 3 clusters Score -5548342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5548341.500000 Penalty: 5257.082520
	Iteration 55Q: 3 clusters Score -5548342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -5548343.000000 Penalty: 5257.082520
	Iteration 56Q: 3 clusters Score -5548343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5548341.000000 Penalty: 5257.082520
	Iteration 57Q: 3 clusters Score -5548341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5548341.000000 Penalty: 5257.082520
	Iteration 58Q: 3 clusters Score -5548341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5548351.000000 Penalty: 5257.082520
	Iteration 59Q: 3 clusters Score -5548351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5548348.500000 Penalty: 5257.082520
	Iteration 60F: 3 clusters Score -5548348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5548354.500000 Penalty: 5257.082520
	Iteration 61Q: 3 clusters Score -5548354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5548346.500000 Penalty: 5257.082520
	Iteration 62Q: 3 clusters Score -5548346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5548345.000000 Penalty: 5257.082520
	Iteration 63Q: 3 clusters Score -5548345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5548357.000000 Penalty: 5257.082520
	Iteration 64Q: 3 clusters Score -5548357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5548361.500000 Penalty: 5257.082520
	Iteration 65Q: 3 clusters Score -5548362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5548364.000000 Penalty: 5257.082520
	Iteration 66Q: 3 clusters Score -5548364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5548364.000000 Penalty: 5257.082520
	Iteration 67F: 3 clusters Score -5548364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Entering Unmasked Estep 
Score: -3968678.750000 Penalty: 2528.007812
	Iteration 0F: 2 clusters Score -3968679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3950264.750000 Penalty: 5056.015625
	Iteration 0F: 3 clusters Score -3950265 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3956681.000000 Penalty: 5056.015625
	Iteration 1F: 3 clusters Score -3956681 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3957081.500000 Penalty: 5056.015625
	Iteration 2Q: 3 clusters Score -3957082 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3957418.500000 Penalty: 5056.015625
	Iteration 3Q: 3 clusters Score -3957418 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3957769.750000 Penalty: 5056.015625
	Iteration 4Q: 3 clusters Score -3957770 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3958183.000000 Penalty: 5056.015625
	Iteration 5Q: 3 clusters Score -3958183 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3958691.750000 Penalty: 5056.015625
	Iteration 6Q: 3 clusters Score -3958692 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3959477.500000 Penalty: 5056.015625
	Iteration 7Q: 3 clusters Score -3959478 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3960543.250000 Penalty: 5056.015625
	Iteration 8F: 3 clusters Score -3960543 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3961870.250000 Penalty: 5056.015625
	Iteration 9F: 3 clusters Score -3961870 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3963213.000000 Penalty: 5056.015625
	Iteration 10F: 3 clusters Score -3963213 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3964458.750000 Penalty: 5056.015625
	Iteration 11F: 3 clusters Score -3964459 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3965316.750000 Penalty: 5056.015625
	Iteration 12Q: 3 clusters Score -3965317 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3965807.500000 Penalty: 5056.015625
	Iteration 13Q: 3 clusters Score -3965808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3966067.250000 Penalty: 5056.015625
	Iteration 14Q: 3 clusters Score -3966067 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3966218.750000 Penalty: 5056.015625
	Iteration 15Q: 3 clusters Score -3966219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3966307.500000 Penalty: 5056.015625
	Iteration 16Q: 3 clusters Score -3966308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3966377.500000 Penalty: 5056.015625
	Iteration 17Q: 3 clusters Score -3966378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3966409.750000 Penalty: 5056.015625
	Iteration 18Q: 3 clusters Score -3966410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3966426.250000 Penalty: 5056.015625
	Iteration 19Q: 3 clusters Score -3966426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3966434.250000 Penalty: 5056.015625
	Iteration 20F: 3 clusters Score -3966434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3966437.000000 Penalty: 5056.015625
	Iteration 21Q: 3 clusters Score -3966437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3966442.500000 Penalty: 5056.015625
	Iteration 22Q: 3 clusters Score -3966442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3966449.500000 Penalty: 5056.015625
	Iteration 23Q: 3 clusters Score -3966450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3966451.250000 Penalty: 5056.015625
	Iteration 24Q: 3 clusters Score -3966451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3966451.250000 Penalty: 5056.015625
	Iteration 25F: 3 clusters Score -3966451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -244286.140625 Penalty: 1876.059692
	Iteration 0F: 2 clusters Score -244286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -241800.484375 Penalty: 3752.119385
	Iteration 0F: 3 clusters Score -241800.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242478.421875 Penalty: 3752.119385
	Iteration 1F: 3 clusters Score -242478.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242715.156250 Penalty: 3752.119385
	Iteration 2F: 3 clusters Score -242715.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242865.484375 Penalty: 3752.119385
	Iteration 3F: 3 clusters Score -242865.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -242959.359375 Penalty: 3752.119385
	Iteration 4Q: 3 clusters Score -242959.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243028.000000 Penalty: 3752.119385
	Iteration 5Q: 3 clusters Score -243028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243070.375000 Penalty: 3752.119385
	Iteration 6Q: 3 clusters Score -243070.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -243102.781250 Penalty: 3752.119385
	Iteration 7Q: 3 clusters Score -243102.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243125.937500 Penalty: 3752.119385
	Iteration 8Q: 3 clusters Score -243125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243140.203125 Penalty: 3752.119385
	Iteration 9Q: 3 clusters Score -243140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243155.687500 Penalty: 3752.119385
	Iteration 10Q: 3 clusters Score -243155.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243170.062500 Penalty: 3752.119385
	Iteration 11Q: 3 clusters Score -243170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243180.828125 Penalty: 3752.119385
	Iteration 12Q: 3 clusters Score -243180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -243188.375000 Penalty: 3752.119385
	Iteration 13Q: 3 clusters Score -243188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243197.562500 Penalty: 3752.119385
	Iteration 14Q: 3 clusters Score -243197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243205.171875 Penalty: 3752.119385
	Iteration 15Q: 3 clusters Score -243205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243210.921875 Penalty: 3752.119385
	Iteration 16Q: 3 clusters Score -243210.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243216.984375 Penalty: 3752.119385
	Iteration 17Q: 3 clusters Score -243217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -243220.125000 Penalty: 3752.119385
	Iteration 18Q: 3 clusters Score -243220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243221.687500 Penalty: 3752.119385
	Iteration 19Q: 3 clusters Score -243221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243223.750000 Penalty: 3752.119385
	Iteration 20F: 3 clusters Score -243223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120171.476562 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120171.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120543.937500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120543.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120676.968750 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -120677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -120818.921875 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -120818.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120928.101562 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -120928.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121124.562500 Penalty: 3380.013184
	Iteration 5F: 3 clusters Score -121124.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121362.203125 Penalty: 3380.013184
	Iteration 6F: 3 clusters Score -121362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121585.734375 Penalty: 3380.013184
	Iteration 7F: 3 clusters Score -121585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121746.929688 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121746.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121857.835938 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121857.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121906.195312 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121928.335938 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -121928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121934.953125 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -121935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121949.367188 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -121949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121956.390625 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -121956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121956.390625 Penalty: 3380.013184
	Iteration 15F: 3 clusters Score -121956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Entering Unmasked Estep 
Score: -1534114.125000 Penalty: 2330.164307
	Iteration 0F: 2 clusters Score -1534114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1525147.500000 Penalty: 4660.328613
	Iteration 0F: 3 clusters Score -1525148 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1528063.250000 Penalty: 4660.328613
	Iteration 1F: 3 clusters Score -1528063 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1528637.375000 Penalty: 4660.328613
	Iteration 2F: 3 clusters Score -1528637 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1529188.125000 Penalty: 4660.328613
	Iteration 3F: 3 clusters Score -1529188 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1529814.875000 Penalty: 4660.328613
	Iteration 4F: 3 clusters Score -1529815 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1530610.000000 Penalty: 4660.328613
	Iteration 5F: 3 clusters Score -1530610 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1531550.750000 Penalty: 4660.328613
	Iteration 6F: 3 clusters Score -1531551 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1532400.875000 Penalty: 4660.328613
	Iteration 7F: 3 clusters Score -1532401 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1533000.375000 Penalty: 4660.328613
	Iteration 8F: 3 clusters Score -1533000 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1533329.625000 Penalty: 4660.328613
	Iteration 9Q: 3 clusters Score -1533330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1533513.750000 Penalty: 4660.328613
	Iteration 10Q: 3 clusters Score -1533514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1533616.625000 Penalty: 4660.328613
	Iteration 11Q: 3 clusters Score -1533617 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1533675.375000 Penalty: 4660.328613
	Iteration 12Q: 3 clusters Score -1533675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1533700.625000 Penalty: 4660.328613
	Iteration 13Q: 3 clusters Score -1533701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1533722.625000 Penalty: 4660.328613
	Iteration 14Q: 3 clusters Score -1533723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1533729.500000 Penalty: 4660.328613
	Iteration 15Q: 3 clusters Score -1533730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1533728.625000 Penalty: 4660.328613
	Iteration 16Q: 3 clusters Score -1533729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1533732.625000 Penalty: 4660.328613
	Iteration 17Q: 3 clusters Score -1533733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1533739.750000 Penalty: 4660.328613
	Iteration 18Q: 3 clusters Score -1533740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1533741.500000 Penalty: 4660.328613
	Iteration 19Q: 3 clusters Score -1533742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1533743.875000 Penalty: 4660.328613
	Iteration 20F: 3 clusters Score -1533744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1533742.375000 Penalty: 4660.328613
	Iteration 21Q: 3 clusters Score -1533742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1533747.125000 Penalty: 4660.328613
	Iteration 22Q: 3 clusters Score -1533747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1533744.750000 Penalty: 4660.328613
	Iteration 23Q: 3 clusters Score -1533745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1533744.000000 Penalty: 4660.328613
	Iteration 24Q: 3 clusters Score -1533744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1533746.375000 Penalty: 4660.328613
	Iteration 25Q: 3 clusters Score -1533746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1533749.125000 Penalty: 4660.328613
	Iteration 26Q: 3 clusters Score -1533749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1533748.875000 Penalty: 4660.328613
	Iteration 27Q: 3 clusters Score -1533749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1533750.500000 Penalty: 4660.328613
	Iteration 28Q: 3 clusters Score -1533750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1533752.250000 Penalty: 4660.328613
	Iteration 29Q: 3 clusters Score -1533752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1533754.125000 Penalty: 4660.328613
	Iteration 30Q: 3 clusters Score -1533754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1533753.750000 Penalty: 4660.328613
	Iteration 31Q: 3 clusters Score -1533754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1533755.125000 Penalty: 4660.328613
	Iteration 32Q: 3 clusters Score -1533755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1533755.625000 Penalty: 4660.328613
	Iteration 33Q: 3 clusters Score -1533756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1533756.375000 Penalty: 4660.328613
	Iteration 34Q: 3 clusters Score -1533756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1533755.125000 Penalty: 4660.328613
	Iteration 35Q: 3 clusters Score -1533755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1533755.250000 Penalty: 4660.328613
	Iteration 36Q: 3 clusters Score -1533755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1533755.250000 Penalty: 4660.328613
	Iteration 37F: 3 clusters Score -1533755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -437754.000000 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -437754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -434435.406250 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -434435.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -435109.343750 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -435109.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -435284.093750 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -435284.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -435399.875000 Penalty: 3975.110352
	Iteration 3F: 3 clusters Score -435399.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435467.562500 Penalty: 3975.110352
	Iteration 4Q: 3 clusters Score -435467.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -435507.093750 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -435507.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -435539.156250 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -435539.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -435561.625000 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -435561.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -435580.281250 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -435580.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -435592.218750 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -435592.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -435604.093750 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -435604.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -435613.781250 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -435613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -435622.468750 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -435622.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -435629.687500 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -435629.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -435642.437500 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -435642.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -435665.156250 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -435665.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -435695.406250 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -435695.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -435733.187500 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -435733.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -435788.500000 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -435788.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435872.531250 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -435872.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -435977.906250 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -435977.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -436077.562500 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -436077.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -436169.406250 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -436169.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -436244.468750 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -436244.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -436299.812500 Penalty: 3975.110352
	Iteration 24Q: 3 clusters Score -436299.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -436353.125000 Penalty: 3975.110352
	Iteration 25Q: 3 clusters Score -436353.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -436412.093750 Penalty: 3975.110352
	Iteration 26Q: 3 clusters Score -436412.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -436476.625000 Penalty: 3975.110352
	Iteration 27Q: 3 clusters Score -436476.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -436530.031250 Penalty: 3975.110352
	Iteration 28Q: 3 clusters Score -436530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -436595.593750 Penalty: 3975.110352
	Iteration 29Q: 3 clusters Score -436595.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -436652.375000 Penalty: 3975.110352
	Iteration 30Q: 3 clusters Score -436652.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -436706.250000 Penalty: 3975.110352
	Iteration 31Q: 3 clusters Score -436706.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -436763.250000 Penalty: 3975.110352
	Iteration 32Q: 3 clusters Score -436763.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -436795.312500 Penalty: 3975.110352
	Iteration 33Q: 3 clusters Score -436795.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -436820.343750 Penalty: 3975.110352
	Iteration 34Q: 3 clusters Score -436820.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -436830.187500 Penalty: 3975.110352
	Iteration 35Q: 3 clusters Score -436830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -436838.531250 Penalty: 3975.110352
	Iteration 36Q: 3 clusters Score -436838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -436844.875000 Penalty: 3975.110352
	Iteration 37Q: 3 clusters Score -436844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -436849.875000 Penalty: 3975.110352
	Iteration 38Q: 3 clusters Score -436849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -436854.562500 Penalty: 3975.110352
	Iteration 39Q: 3 clusters Score -436854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -436857.343750 Penalty: 3975.110352
	Iteration 40F: 3 clusters Score -436857.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -436864.531250 Penalty: 3975.110352
	Iteration 41Q: 3 clusters Score -436864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436872.125000 Penalty: 3975.110352
	Iteration 42Q: 3 clusters Score -436872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -436872.750000 Penalty: 3975.110352
	Iteration 43Q: 3 clusters Score -436872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -436874.062500 Penalty: 3975.110352
	Iteration 44Q: 3 clusters Score -436874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -436876.000000 Penalty: 3975.110352
	Iteration 45Q: 3 clusters Score -436876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -436876.437500 Penalty: 3975.110352
	Iteration 46Q: 3 clusters Score -436876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -436876.437500 Penalty: 3975.110352
	Iteration 47F: 3 clusters Score -436876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Entering Unmasked Estep 
Score: -4121986.000000 Penalty: 2542.896973
	Iteration 0F: 2 clusters Score -4121986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4102416.500000 Penalty: 5085.793945
	Iteration 0F: 3 clusters Score -4102416 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4109482.250000 Penalty: 5085.793945
	Iteration 1F: 3 clusters Score -4109482 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4110043.500000 Penalty: 5085.793945
	Iteration 2F: 3 clusters Score -4110044 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4110601.250000 Penalty: 5085.793945
	Iteration 3Q: 3 clusters Score -4110601 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4111305.250000 Penalty: 5085.793945
	Iteration 4F: 3 clusters Score -4111305 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4112176.250000 Penalty: 5085.793945
	Iteration 5F: 3 clusters Score -4112176 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4113230.000000 Penalty: 5085.793945
	Iteration 6F: 3 clusters Score -4113230 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4114328.250000 Penalty: 5085.793945
	Iteration 7F: 3 clusters Score -4114328 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4115433.500000 Penalty: 5085.793945
	Iteration 8F: 3 clusters Score -4115434 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4116560.500000 Penalty: 5085.793945
	Iteration 9F: 3 clusters Score -4116560 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4117504.250000 Penalty: 5085.793945
	Iteration 10Q: 3 clusters Score -4117504 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4118297.750000 Penalty: 5085.793945
	Iteration 11Q: 3 clusters Score -4118298 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4118888.750000 Penalty: 5085.793945
	Iteration 12Q: 3 clusters Score -4118889 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4119242.750000 Penalty: 5085.793945
	Iteration 13Q: 3 clusters Score -4119243 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4119454.250000 Penalty: 5085.793945
	Iteration 14Q: 3 clusters Score -4119454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -4119573.250000 Penalty: 5085.793945
	Iteration 15Q: 3 clusters Score -4119573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -4119633.250000 Penalty: 5085.793945
	Iteration 16Q: 3 clusters Score -4119633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4119673.500000 Penalty: 5085.793945
	Iteration 17Q: 3 clusters Score -4119674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4119698.000000 Penalty: 5085.793945
	Iteration 18Q: 3 clusters Score -4119698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4119716.000000 Penalty: 5085.793945
	Iteration 19Q: 3 clusters Score -4119716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4119730.750000 Penalty: 5085.793945
	Iteration 20F: 3 clusters Score -4119731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -4119740.250000 Penalty: 5085.793945
	Iteration 21Q: 3 clusters Score -4119740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4119742.250000 Penalty: 5085.793945
	Iteration 22Q: 3 clusters Score -4119742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4119750.000000 Penalty: 5085.793945
	Iteration 23Q: 3 clusters Score -4119750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4119752.000000 Penalty: 5085.793945
	Iteration 24Q: 3 clusters Score -4119752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4119759.000000 Penalty: 5085.793945
	Iteration 25Q: 3 clusters Score -4119759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4119757.500000 Penalty: 5085.793945
	Iteration 26Q: 3 clusters Score -4119758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -4119758.500000 Penalty: 5085.793945
	Iteration 27Q: 3 clusters Score -4119758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4119761.250000 Penalty: 5085.793945
	Iteration 28Q: 3 clusters Score -4119761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -4119762.500000 Penalty: 5085.793945
	Iteration 29Q: 3 clusters Score -4119762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4119767.000000 Penalty: 5085.793945
	Iteration 30Q: 3 clusters Score -4119767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -4119768.250000 Penalty: 5085.793945
	Iteration 31Q: 3 clusters Score -4119768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -4119768.250000 Penalty: 5085.793945
	Iteration 32F: 3 clusters Score -4119768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Entering Unmasked Estep 
Score: -6137351.500000 Penalty: 2649.479736
	Iteration 0F: 2 clusters Score -6137352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6107651.000000 Penalty: 5298.959473
	Iteration 0F: 3 clusters Score -6107651 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6118914.500000 Penalty: 5298.959473
	Iteration 1F: 3 clusters Score -6118914 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -6119477.000000 Penalty: 5298.959473
	Iteration 2Q: 3 clusters Score -6119477 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6120083.500000 Penalty: 5298.959473
	Iteration 3Q: 3 clusters Score -6120084 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6120852.000000 Penalty: 5298.959473
	Iteration 4Q: 3 clusters Score -6120852 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -6121664.500000 Penalty: 5298.959473
	Iteration 5Q: 3 clusters Score -6121664 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6122790.000000 Penalty: 5298.959473
	Iteration 6Q: 3 clusters Score -6122790 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -6124098.000000 Penalty: 5298.959473
	Iteration 7F: 3 clusters Score -6124098 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -6125616.500000 Penalty: 5298.959473
	Iteration 8F: 3 clusters Score -6125616 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -6127321.500000 Penalty: 5298.959473
	Iteration 9F: 3 clusters Score -6127322 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6128924.000000 Penalty: 5298.959473
	Iteration 10F: 3 clusters Score -6128924 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -6130560.000000 Penalty: 5298.959473
	Iteration 11F: 3 clusters Score -6130560 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6132044.500000 Penalty: 5298.959473
	Iteration 12Q: 3 clusters Score -6132044 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6133331.000000 Penalty: 5298.959473
	Iteration 13Q: 3 clusters Score -6133331 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6134308.000000 Penalty: 5298.959473
	Iteration 14Q: 3 clusters Score -6134308 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6134893.000000 Penalty: 5298.959473
	Iteration 15Q: 3 clusters Score -6134893 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6135252.500000 Penalty: 5298.959473
	Iteration 16Q: 3 clusters Score -6135252 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -6135454.000000 Penalty: 5298.959473
	Iteration 17Q: 3 clusters Score -6135454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6135575.500000 Penalty: 5298.959473
	Iteration 18Q: 3 clusters Score -6135576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6135680.000000 Penalty: 5298.959473
	Iteration 19Q: 3 clusters Score -6135680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6135753.500000 Penalty: 5298.959473
	Iteration 20F: 3 clusters Score -6135754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6135798.000000 Penalty: 5298.959473
	Iteration 21Q: 3 clusters Score -6135798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6135830.000000 Penalty: 5298.959473
	Iteration 22Q: 3 clusters Score -6135830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6135892.000000 Penalty: 5298.959473
	Iteration 23Q: 3 clusters Score -6135892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6135905.000000 Penalty: 5298.959473
	Iteration 24Q: 3 clusters Score -6135905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6135926.000000 Penalty: 5298.959473
	Iteration 25Q: 3 clusters Score -6135926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6135979.500000 Penalty: 5298.959473
	Iteration 26Q: 3 clusters Score -6135980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6136011.500000 Penalty: 5298.959473
	Iteration 27Q: 3 clusters Score -6136012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6136026.000000 Penalty: 5298.959473
	Iteration 28Q: 3 clusters Score -6136026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6136029.000000 Penalty: 5298.959473
	Iteration 29Q: 3 clusters Score -6136029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6136056.500000 Penalty: 5298.959473
	Iteration 30Q: 3 clusters Score -6136056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6136069.000000 Penalty: 5298.959473
	Iteration 31Q: 3 clusters Score -6136069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6136095.500000 Penalty: 5298.959473
	Iteration 32Q: 3 clusters Score -6136096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6136131.000000 Penalty: 5298.959473
	Iteration 33Q: 3 clusters Score -6136131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6136161.000000 Penalty: 5298.959473
	Iteration 34Q: 3 clusters Score -6136161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6136188.500000 Penalty: 5298.959473
	Iteration 35Q: 3 clusters Score -6136188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6136207.500000 Penalty: 5298.959473
	Iteration 36Q: 3 clusters Score -6136208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6136216.500000 Penalty: 5298.959473
	Iteration 37Q: 3 clusters Score -6136216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6136240.000000 Penalty: 5298.959473
	Iteration 38Q: 3 clusters Score -6136240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6136249.000000 Penalty: 5298.959473
	Iteration 39Q: 3 clusters Score -6136249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6136255.000000 Penalty: 5298.959473
	Iteration 40F: 3 clusters Score -6136255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6136268.500000 Penalty: 5298.959473
	Iteration 41Q: 3 clusters Score -6136268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6136280.500000 Penalty: 5298.959473
	Iteration 42Q: 3 clusters Score -6136280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6136288.500000 Penalty: 5298.959473
	Iteration 43Q: 3 clusters Score -6136288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6136297.000000 Penalty: 5298.959473
	Iteration 44Q: 3 clusters Score -6136297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6136308.500000 Penalty: 5298.959473
	Iteration 45Q: 3 clusters Score -6136308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6136316.500000 Penalty: 5298.959473
	Iteration 46Q: 3 clusters Score -6136316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6136319.000000 Penalty: 5298.959473
	Iteration 47Q: 3 clusters Score -6136319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6136324.500000 Penalty: 5298.959473
	Iteration 48Q: 3 clusters Score -6136324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6136327.000000 Penalty: 5298.959473
	Iteration 49Q: 3 clusters Score -6136327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6136326.000000 Penalty: 5298.959473
	Iteration 50Q: 3 clusters Score -6136326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6136323.000000 Penalty: 5298.959473
	Iteration 51Q: 3 clusters Score -6136323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6136326.500000 Penalty: 5298.959473
	Iteration 52Q: 3 clusters Score -6136326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6136328.500000 Penalty: 5298.959473
	Iteration 53Q: 3 clusters Score -6136328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6136325.500000 Penalty: 5298.959473
	Iteration 54Q: 3 clusters Score -6136326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6136325.500000 Penalty: 5298.959473
	Iteration 55F: 3 clusters Score -6136326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1495141.625000 Penalty: 2297.348633
	Iteration 0F: 2 clusters Score -1495142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1487160.125000 Penalty: 4594.697266
	Iteration 0F: 3 clusters Score -1487160 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1489649.250000 Penalty: 4594.697266
	Iteration 1F: 3 clusters Score -1489649 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1490129.125000 Penalty: 4594.697266
	Iteration 2F: 3 clusters Score -1490129 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1490637.500000 Penalty: 4594.697266
	Iteration 3F: 3 clusters Score -1490638 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1491215.500000 Penalty: 4594.697266
	Iteration 4F: 3 clusters Score -1491216 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1491805.750000 Penalty: 4594.697266
	Iteration 5F: 3 clusters Score -1491806 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1492270.125000 Penalty: 4594.697266
	Iteration 6F: 3 clusters Score -1492270 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1492591.125000 Penalty: 4594.697266
	Iteration 7Q: 3 clusters Score -1492591 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1492775.375000 Penalty: 4594.697266
	Iteration 8Q: 3 clusters Score -1492775 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1492870.375000 Penalty: 4594.697266
	Iteration 9Q: 3 clusters Score -1492870 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1492931.750000 Penalty: 4594.697266
	Iteration 10Q: 3 clusters Score -1492932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1492963.875000 Penalty: 4594.697266
	Iteration 11Q: 3 clusters Score -1492964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1492992.125000 Penalty: 4594.697266
	Iteration 12Q: 3 clusters Score -1492992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1493017.875000 Penalty: 4594.697266
	Iteration 13Q: 3 clusters Score -1493018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1493037.000000 Penalty: 4594.697266
	Iteration 14Q: 3 clusters Score -1493037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1493053.375000 Penalty: 4594.697266
	Iteration 15Q: 3 clusters Score -1493053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1493066.375000 Penalty: 4594.697266
	Iteration 16Q: 3 clusters Score -1493066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1493080.625000 Penalty: 4594.697266
	Iteration 17Q: 3 clusters Score -1493081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1493083.500000 Penalty: 4594.697266
	Iteration 18Q: 3 clusters Score -1493084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1493091.375000 Penalty: 4594.697266
	Iteration 19Q: 3 clusters Score -1493091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1493096.250000 Penalty: 4594.697266
	Iteration 20F: 3 clusters Score -1493096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1493103.125000 Penalty: 4594.697266
	Iteration 21Q: 3 clusters Score -1493103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1493107.125000 Penalty: 4594.697266
	Iteration 22Q: 3 clusters Score -1493107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1493112.875000 Penalty: 4594.697266
	Iteration 23Q: 3 clusters Score -1493113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1493120.125000 Penalty: 4594.697266
	Iteration 24Q: 3 clusters Score -1493120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1493125.625000 Penalty: 4594.697266
	Iteration 25Q: 3 clusters Score -1493126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1493129.250000 Penalty: 4594.697266
	Iteration 26Q: 3 clusters Score -1493129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1493136.500000 Penalty: 4594.697266
	Iteration 27Q: 3 clusters Score -1493136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1493139.375000 Penalty: 4594.697266
	Iteration 28Q: 3 clusters Score -1493139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1493140.625000 Penalty: 4594.697266
	Iteration 29Q: 3 clusters Score -1493141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1493143.375000 Penalty: 4594.697266
	Iteration 30Q: 3 clusters Score -1493143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1493144.875000 Penalty: 4594.697266
	Iteration 31Q: 3 clusters Score -1493145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1493154.875000 Penalty: 4594.697266
	Iteration 32Q: 3 clusters Score -1493155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1493155.500000 Penalty: 4594.697266
	Iteration 33Q: 3 clusters Score -1493156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1493159.000000 Penalty: 4594.697266
	Iteration 34Q: 3 clusters Score -1493159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1493157.500000 Penalty: 4594.697266
	Iteration 35Q: 3 clusters Score -1493158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1493160.375000 Penalty: 4594.697266
	Iteration 36Q: 3 clusters Score -1493160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1493161.625000 Penalty: 4594.697266
	Iteration 37Q: 3 clusters Score -1493162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1493161.125000 Penalty: 4594.697266
	Iteration 38Q: 3 clusters Score -1493161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1493161.250000 Penalty: 4594.697266
	Iteration 39Q: 3 clusters Score -1493161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1493164.000000 Penalty: 4594.697266
	Iteration 40F: 3 clusters Score -1493164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1493162.125000 Penalty: 4594.697266
	Iteration 41Q: 3 clusters Score -1493162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1493162.625000 Penalty: 4594.697266
	Iteration 42Q: 3 clusters Score -1493163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1493165.500000 Penalty: 4594.697266
	Iteration 43Q: 3 clusters Score -1493166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1493167.000000 Penalty: 4594.697266
	Iteration 44Q: 3 clusters Score -1493167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1493171.750000 Penalty: 4594.697266
	Iteration 45Q: 3 clusters Score -1493172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1493166.750000 Penalty: 4594.697266
	Iteration 46Q: 3 clusters Score -1493167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1493168.750000 Penalty: 4594.697266
	Iteration 47Q: 3 clusters Score -1493169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1493169.750000 Penalty: 4594.697266
	Iteration 48Q: 3 clusters Score -1493170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1493172.750000 Penalty: 4594.697266
	Iteration 49Q: 3 clusters Score -1493173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1493171.000000 Penalty: 4594.697266
	Iteration 50Q: 3 clusters Score -1493171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1493174.625000 Penalty: 4594.697266
	Iteration 51Q: 3 clusters Score -1493175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1493177.500000 Penalty: 4594.697266
	Iteration 52Q: 3 clusters Score -1493178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1493176.625000 Penalty: 4594.697266
	Iteration 53Q: 3 clusters Score -1493177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1493179.500000 Penalty: 4594.697266
	Iteration 54Q: 3 clusters Score -1493180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1493180.250000 Penalty: 4594.697266
	Iteration 55Q: 3 clusters Score -1493180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1493179.125000 Penalty: 4594.697266
	Iteration 56Q: 3 clusters Score -1493179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1493180.375000 Penalty: 4594.697266
	Iteration 57Q: 3 clusters Score -1493180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1493182.875000 Penalty: 4594.697266
	Iteration 58Q: 3 clusters Score -1493183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1493181.125000 Penalty: 4594.697266
	Iteration 59Q: 3 clusters Score -1493181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1493181.625000 Penalty: 4594.697266
	Iteration 60F: 3 clusters Score -1493182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1493182.375000 Penalty: 4594.697266
	Iteration 61Q: 3 clusters Score -1493182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1493185.750000 Penalty: 4594.697266
	Iteration 62Q: 3 clusters Score -1493186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1493187.375000 Penalty: 4594.697266
	Iteration 63Q: 3 clusters Score -1493187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1493191.500000 Penalty: 4594.697266
	Iteration 64Q: 3 clusters Score -1493192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1493192.875000 Penalty: 4594.697266
	Iteration 65Q: 3 clusters Score -1493193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1493193.875000 Penalty: 4594.697266
	Iteration 66Q: 3 clusters Score -1493194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1493196.375000 Penalty: 4594.697266
	Iteration 67Q: 3 clusters Score -1493196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1493197.250000 Penalty: 4594.697266
	Iteration 68Q: 3 clusters Score -1493197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1493194.875000 Penalty: 4594.697266
	Iteration 69Q: 3 clusters Score -1493195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1493195.000000 Penalty: 4594.697266
	Iteration 70Q: 3 clusters Score -1493195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1493199.250000 Penalty: 4594.697266
	Iteration 71Q: 3 clusters Score -1493199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1493200.000000 Penalty: 4594.697266
	Iteration 72Q: 3 clusters Score -1493200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1493201.125000 Penalty: 4594.697266
	Iteration 73Q: 3 clusters Score -1493201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1493198.375000 Penalty: 4594.697266
	Iteration 74Q: 3 clusters Score -1493198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1493200.750000 Penalty: 4594.697266
	Iteration 75Q: 3 clusters Score -1493201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1493199.750000 Penalty: 4594.697266
	Iteration 76Q: 3 clusters Score -1493200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1493199.250000 Penalty: 4594.697266
	Iteration 77Q: 3 clusters Score -1493199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1493201.500000 Penalty: 4594.697266
	Iteration 78Q: 3 clusters Score -1493202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1493199.625000 Penalty: 4594.697266
	Iteration 79Q: 3 clusters Score -1493200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1493199.625000 Penalty: 4594.697266
	Iteration 80F: 3 clusters Score -1493200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Entering Unmasked Estep 
Score: -5529692.500000 Penalty: 2618.821289
	Iteration 0F: 2 clusters Score -5529692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5503522.000000 Penalty: 5237.642578
	Iteration 0F: 3 clusters Score -5503522 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5513141.500000 Penalty: 5237.642578
	Iteration 1F: 3 clusters Score -5513142 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5513621.000000 Penalty: 5237.642578
	Iteration 2Q: 3 clusters Score -5513621 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5514052.000000 Penalty: 5237.642578
	Iteration 3Q: 3 clusters Score -5514052 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5514482.000000 Penalty: 5237.642578
	Iteration 4Q: 3 clusters Score -5514482 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5515014.500000 Penalty: 5237.642578
	Iteration 5Q: 3 clusters Score -5515014 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5515676.000000 Penalty: 5237.642578
	Iteration 6Q: 3 clusters Score -5515676 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5516604.500000 Penalty: 5237.642578
	Iteration 7Q: 3 clusters Score -5516604 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5517923.500000 Penalty: 5237.642578
	Iteration 8F: 3 clusters Score -5517924 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5519639.500000 Penalty: 5237.642578
	Iteration 9F: 3 clusters Score -5519640 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5521569.500000 Penalty: 5237.642578
	Iteration 10F: 3 clusters Score -5521570 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5523254.500000 Penalty: 5237.642578
	Iteration 11F: 3 clusters Score -5523254 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5524389.000000 Penalty: 5237.642578
	Iteration 12Q: 3 clusters Score -5524389 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5525213.000000 Penalty: 5237.642578
	Iteration 13Q: 3 clusters Score -5525213 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5525780.000000 Penalty: 5237.642578
	Iteration 14Q: 3 clusters Score -5525780 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5526234.500000 Penalty: 5237.642578
	Iteration 15Q: 3 clusters Score -5526234 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5526574.500000 Penalty: 5237.642578
	Iteration 16Q: 3 clusters Score -5526574 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5526813.000000 Penalty: 5237.642578
	Iteration 17Q: 3 clusters Score -5526813 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5526973.000000 Penalty: 5237.642578
	Iteration 18Q: 3 clusters Score -5526973 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5527039.500000 Penalty: 5237.642578
	Iteration 19Q: 3 clusters Score -5527040 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5527090.500000 Penalty: 5237.642578
	Iteration 20F: 3 clusters Score -5527090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5527129.500000 Penalty: 5237.642578
	Iteration 21Q: 3 clusters Score -5527130 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5527158.000000 Penalty: 5237.642578
	Iteration 22Q: 3 clusters Score -5527158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5527169.000000 Penalty: 5237.642578
	Iteration 23Q: 3 clusters Score -5527169 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5527197.500000 Penalty: 5237.642578
	Iteration 24Q: 3 clusters Score -5527198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5527206.500000 Penalty: 5237.642578
	Iteration 25Q: 3 clusters Score -5527206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5527244.500000 Penalty: 5237.642578
	Iteration 26Q: 3 clusters Score -5527244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5527269.000000 Penalty: 5237.642578
	Iteration 27Q: 3 clusters Score -5527269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5527287.000000 Penalty: 5237.642578
	Iteration 28Q: 3 clusters Score -5527287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5527264.000000 Penalty: 5237.642578
	Iteration 29Q: 3 clusters Score -5527264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5527292.000000 Penalty: 5237.642578
	Iteration 30Q: 3 clusters Score -5527292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5527299.500000 Penalty: 5237.642578
	Iteration 31Q: 3 clusters Score -5527300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5527295.000000 Penalty: 5237.642578
	Iteration 32Q: 3 clusters Score -5527295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5527296.500000 Penalty: 5237.642578
	Iteration 33Q: 3 clusters Score -5527296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5527283.500000 Penalty: 5237.642578
	Iteration 34Q: 3 clusters Score -5527284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5527282.500000 Penalty: 5237.642578
	Iteration 35Q: 3 clusters Score -5527282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5527264.000000 Penalty: 5237.642578
	Iteration 36Q: 3 clusters Score -5527264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5527263.000000 Penalty: 5237.642578
	Iteration 37Q: 3 clusters Score -5527263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5527272.000000 Penalty: 5237.642578
	Iteration 38Q: 3 clusters Score -5527272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5527286.500000 Penalty: 5237.642578
	Iteration 39Q: 3 clusters Score -5527286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5527284.500000 Penalty: 5237.642578
	Iteration 40F: 3 clusters Score -5527284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5527287.500000 Penalty: 5237.642578
	Iteration 41Q: 3 clusters Score -5527288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5527287.500000 Penalty: 5237.642578
	Iteration 42Q: 3 clusters Score -5527288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5527295.000000 Penalty: 5237.642578
	Iteration 43Q: 3 clusters Score -5527295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5527284.500000 Penalty: 5237.642578
	Iteration 44Q: 3 clusters Score -5527284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5527283.500000 Penalty: 5237.642578
	Iteration 45Q: 3 clusters Score -5527284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5527279.000000 Penalty: 5237.642578
	Iteration 46Q: 3 clusters Score -5527279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5527291.500000 Penalty: 5237.642578
	Iteration 47Q: 3 clusters Score -5527292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5527285.000000 Penalty: 5237.642578
	Iteration 48Q: 3 clusters Score -5527285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5527285.000000 Penalty: 5237.642578
	Iteration 49Q: 3 clusters Score -5527285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5527286.500000 Penalty: 5237.642578
	Iteration 50Q: 3 clusters Score -5527286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5527280.500000 Penalty: 5237.642578
	Iteration 51Q: 3 clusters Score -5527280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5527285.000000 Penalty: 5237.642578
	Iteration 52Q: 3 clusters Score -5527285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5527291.500000 Penalty: 5237.642578
	Iteration 53Q: 3 clusters Score -5527292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5527287.000000 Penalty: 5237.642578
	Iteration 54Q: 3 clusters Score -5527287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5527285.000000 Penalty: 5237.642578
	Iteration 55Q: 3 clusters Score -5527285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5527289.500000 Penalty: 5237.642578
	Iteration 56Q: 3 clusters Score -5527290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5527283.000000 Penalty: 5237.642578
	Iteration 57Q: 3 clusters Score -5527283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5527283.000000 Penalty: 5237.642578
	Iteration 58F: 3 clusters Score -5527283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Entering Unmasked Estep 
Score: -3352035.250000 Penalty: 2486.594238
	Iteration 0F: 2 clusters Score -3352035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3336240.250000 Penalty: 4973.188477
	Iteration 0F: 3 clusters Score -3336240 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3341554.500000 Penalty: 4973.188477
	Iteration 1F: 3 clusters Score -3341554 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3341966.500000 Penalty: 4973.188477
	Iteration 2F: 3 clusters Score -3341966 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3342301.750000 Penalty: 4973.188477
	Iteration 3Q: 3 clusters Score -3342302 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3342601.000000 Penalty: 4973.188477
	Iteration 4Q: 3 clusters Score -3342601 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3343001.250000 Penalty: 4973.188477
	Iteration 5Q: 3 clusters Score -3343001 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3343511.750000 Penalty: 4973.188477
	Iteration 6Q: 3 clusters Score -3343512 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3344184.000000 Penalty: 4973.188477
	Iteration 7F: 3 clusters Score -3344184 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3345099.000000 Penalty: 4973.188477
	Iteration 8F: 3 clusters Score -3345099 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3346239.250000 Penalty: 4973.188477
	Iteration 9F: 3 clusters Score -3346239 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3347452.000000 Penalty: 4973.188477
	Iteration 10F: 3 clusters Score -3347452 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3348529.750000 Penalty: 4973.188477
	Iteration 11F: 3 clusters Score -3348530 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3349221.000000 Penalty: 4973.188477
	Iteration 12Q: 3 clusters Score -3349221 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3349640.250000 Penalty: 4973.188477
	Iteration 13Q: 3 clusters Score -3349640 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3349841.750000 Penalty: 4973.188477
	Iteration 14Q: 3 clusters Score -3349842 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3349954.750000 Penalty: 4973.188477
	Iteration 15Q: 3 clusters Score -3349955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3350013.750000 Penalty: 4973.188477
	Iteration 16Q: 3 clusters Score -3350014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3350051.500000 Penalty: 4973.188477
	Iteration 17Q: 3 clusters Score -3350052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3350066.000000 Penalty: 4973.188477
	Iteration 18Q: 3 clusters Score -3350066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3350074.250000 Penalty: 4973.188477
	Iteration 19Q: 3 clusters Score -3350074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3350075.000000 Penalty: 4973.188477
	Iteration 20F: 3 clusters Score -3350075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3350080.000000 Penalty: 4973.188477
	Iteration 21Q: 3 clusters Score -3350080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3350089.750000 Penalty: 4973.188477
	Iteration 22Q: 3 clusters Score -3350090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3350089.500000 Penalty: 4973.188477
	Iteration 23Q: 3 clusters Score -3350090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3350095.000000 Penalty: 4973.188477
	Iteration 24Q: 3 clusters Score -3350095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3350105.500000 Penalty: 4973.188477
	Iteration 25Q: 3 clusters Score -3350106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3350110.000000 Penalty: 4973.188477
	Iteration 26Q: 3 clusters Score -3350110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3350112.000000 Penalty: 4973.188477
	Iteration 27Q: 3 clusters Score -3350112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3350112.250000 Penalty: 4973.188477
	Iteration 28Q: 3 clusters Score -3350112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3350112.500000 Penalty: 4973.188477
	Iteration 29Q: 3 clusters Score -3350112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3350113.500000 Penalty: 4973.188477
	Iteration 30Q: 3 clusters Score -3350114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3350121.750000 Penalty: 4973.188477
	Iteration 31Q: 3 clusters Score -3350122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3350121.750000 Penalty: 4973.188477
	Iteration 32F: 3 clusters Score -3350122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -624136.562500 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -624136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -619979.562500 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -619979.6 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -620892.750000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -620892.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -621061.312500 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -621061.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -621183.937500 Penalty: 4165.052246
	Iteration 3Q: 3 clusters Score -621183.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -621282.062500 Penalty: 4165.052246
	Iteration 4Q: 3 clusters Score -621282.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -621381.312500 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -621381.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -621476.312500 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -621476.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -621569.500000 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -621569.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -621668.125000 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -621668.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -621748.625000 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -621748.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -621840.500000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -621840.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -621906.437500 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -621906.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -621957.500000 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -621957.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -622005.125000 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -622005.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -622047.687500 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -622047.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -622096.125000 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -622096.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -622148.625000 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -622148.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -622187.937500 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -622187.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -622223.625000 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -622223.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -622255.000000 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -622255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -622297.500000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -622297.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -622331.562500 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -622331.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -622363.875000 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -622363.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -622393.625000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -622393.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -622427.062500 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -622427.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -622454.437500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -622454.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -622476.312500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -622476.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -622493.312500 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -622493.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -622519.500000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -622519.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -622537.750000 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -622537.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -622555.625000 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -622555.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -622574.250000 Penalty: 4165.052246
	Iteration 31Q: 3 clusters Score -622574.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -622586.250000 Penalty: 4165.052246
	Iteration 32Q: 3 clusters Score -622586.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -622600.062500 Penalty: 4165.052246
	Iteration 33Q: 3 clusters Score -622600.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -622610.125000 Penalty: 4165.052246
	Iteration 34Q: 3 clusters Score -622610.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -622623.625000 Penalty: 4165.052246
	Iteration 35Q: 3 clusters Score -622623.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -622631.875000 Penalty: 4165.052246
	Iteration 36Q: 3 clusters Score -622631.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -622642.625000 Penalty: 4165.052246
	Iteration 37Q: 3 clusters Score -622642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -622652.875000 Penalty: 4165.052246
	Iteration 38Q: 3 clusters Score -622652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -622661.062500 Penalty: 4165.052246
	Iteration 39Q: 3 clusters Score -622661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -622668.187500 Penalty: 4165.052246
	Iteration 40F: 3 clusters Score -622668.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -622676.875000 Penalty: 4165.052246
	Iteration 41Q: 3 clusters Score -622676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -622683.625000 Penalty: 4165.052246
	Iteration 42Q: 3 clusters Score -622683.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -622689.062500 Penalty: 4165.052246
	Iteration 43Q: 3 clusters Score -622689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -622696.562500 Penalty: 4165.052246
	Iteration 44Q: 3 clusters Score -622696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -622701.562500 Penalty: 4165.052246
	Iteration 45Q: 3 clusters Score -622701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -622703.312500 Penalty: 4165.052246
	Iteration 46Q: 3 clusters Score -622703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -622706.375000 Penalty: 4165.052246
	Iteration 47Q: 3 clusters Score -622706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -622709.937500 Penalty: 4165.052246
	Iteration 48Q: 3 clusters Score -622709.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -622716.250000 Penalty: 4165.052246
	Iteration 49Q: 3 clusters Score -622716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -622719.500000 Penalty: 4165.052246
	Iteration 50Q: 3 clusters Score -622719.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -622722.812500 Penalty: 4165.052246
	Iteration 51Q: 3 clusters Score -622722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -622725.812500 Penalty: 4165.052246
	Iteration 52Q: 3 clusters Score -622725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -622727.062500 Penalty: 4165.052246
	Iteration 53Q: 3 clusters Score -622727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -622730.000000 Penalty: 4165.052246
	Iteration 54Q: 3 clusters Score -622730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -622732.812500 Penalty: 4165.052246
	Iteration 55Q: 3 clusters Score -622732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -622736.000000 Penalty: 4165.052246
	Iteration 56Q: 3 clusters Score -622736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -622736.250000 Penalty: 4165.052246
	Iteration 57Q: 3 clusters Score -622736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -622739.500000 Penalty: 4165.052246
	Iteration 58Q: 3 clusters Score -622739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -622741.875000 Penalty: 4165.052246
	Iteration 59Q: 3 clusters Score -622741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -622741.562500 Penalty: 4165.052246
	Iteration 60F: 3 clusters Score -622741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -622742.062500 Penalty: 4165.052246
	Iteration 61Q: 3 clusters Score -622742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -622743.125000 Penalty: 4165.052246
	Iteration 62Q: 3 clusters Score -622743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -622742.500000 Penalty: 4165.052246
	Iteration 63Q: 3 clusters Score -622742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -622743.812500 Penalty: 4165.052246
	Iteration 64Q: 3 clusters Score -622743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -622743.812500 Penalty: 4165.052246
	Iteration 65F: 3 clusters Score -622743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 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 109 members 
Entering Unmasked Estep 
Score: -24761.251953 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24761.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24891.792969 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24891.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25014.541016 Penalty: 2666.138184
	Iteration 2F: 3 clusters Score -25014.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25082.902344 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25096.714844 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -25096.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25112.121094 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -25112.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25124.304688 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -25124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25164.783203 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -25164.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25187.751953 Penalty: 2666.138184
	Iteration 8Q: 3 clusters Score -25187.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25205.984375 Penalty: 2666.138184
	Iteration 9Q: 3 clusters Score -25205.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25211.701172 Penalty: 2666.138184
	Iteration 10Q: 3 clusters Score -25211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -25221.746094 Penalty: 2666.138184
	Iteration 11Q: 3 clusters Score -25221.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25247.753906 Penalty: 2666.138184
	Iteration 12Q: 3 clusters Score -25247.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25267.812500 Penalty: 2666.138184
	Iteration 13Q: 3 clusters Score -25267.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -25303.197266 Penalty: 2666.138184
	Iteration 14Q: 3 clusters Score -25303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -25303.197266 Penalty: 2666.138184
	Iteration 15F: 3 clusters Score -25303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -828063.000000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -828063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -823073.812500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -823073.8 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -824322.125000 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -824322.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -824518.750000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -824518.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -824638.250000 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -824638.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -824728.375000 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -824728.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -824796.562500 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -824796.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -824866.937500 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -824866.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -824940.687500 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -824940.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -825018.250000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -825018.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -825095.875000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -825095.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -825185.187500 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -825185.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -825281.937500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -825281.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -825403.812500 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -825403.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -825535.937500 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -825535.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -825665.375000 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -825665.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -825777.125000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -825777.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -825865.625000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -825865.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -825937.687500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -825937.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -825993.062500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -825993.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -826040.625000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -826040.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -826080.937500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -826080.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -826114.000000 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -826114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -826134.750000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -826134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -826149.625000 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -826149.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -826169.250000 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -826169.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -826183.812500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -826183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -826196.875000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -826196.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -826206.875000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -826206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -826214.500000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -826214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -826220.000000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -826220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -826220.750000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -826220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -826223.687500 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -826223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -826231.000000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -826231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -826232.250000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -826232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -826231.500000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -826231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -826233.687500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -826233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -826233.187500 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -826233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -826235.250000 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -826235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -826237.000000 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -826237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -826237.000000 Penalty: 4292.208008
	Iteration 39F: 3 clusters Score -826237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -295706.187500 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -295706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293017.718750 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -293017.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293505.468750 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -293505.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -293652.062500 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -293652.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -293735.281250 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -293735.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -293802.718750 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -293802.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -293861.843750 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -293861.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -293903.093750 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -293903.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -293928.281250 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -293928.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -293951.906250 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -293951.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -293972.437500 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -293972.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -293985.937500 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -293985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -293999.250000 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -293999.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -294013.968750 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -294014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -294028.656250 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -294028.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -294040.531250 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -294040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -294049.437500 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -294049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -294055.250000 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -294055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -294058.031250 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -294058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -294062.500000 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -294062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -294063.156250 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -294063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -294064.156250 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -294064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 120 members 
Entering Unmasked Estep 
Score: -27899.847656 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27899.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28119.281250 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28119.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28161.845703 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -28161.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28209.980469 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28209.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28243.285156 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28243.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28249.197266 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28256.667969 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28256.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28256.667969 Penalty: 2748.466797
	Iteration 7F: 3 clusters Score -28256.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (98314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Entering Unmasked Estep 
Score: -14423227.000000 Penalty: 2850.988770
	Iteration 0F: 2 clusters Score -1.442323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -14357389.000000 Penalty: 5701.977539
	Iteration 0F: 3 clusters Score -1.435739e+07 nChanged 46691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -14384136.000000 Penalty: 5701.977539
	Iteration 1F: 3 clusters Score -1.438414e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -14384881.000000 Penalty: 5701.977539
	Iteration 2Q: 3 clusters Score -1.438488e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -14385599.000000 Penalty: 5701.977539
	Iteration 3Q: 3 clusters Score -1.43856e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -14386323.000000 Penalty: 5701.977539
	Iteration 4Q: 3 clusters Score -1.438632e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -14387049.000000 Penalty: 5701.977539
	Iteration 5Q: 3 clusters Score -1.438705e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -14387913.000000 Penalty: 5701.977539
	Iteration 6Q: 3 clusters Score -1.438791e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -14388811.000000 Penalty: 5701.977539
	Iteration 7Q: 3 clusters Score -1.438881e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -14390308.000000 Penalty: 5701.977539
	Iteration 8Q: 3 clusters Score -1.439031e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -14392318.000000 Penalty: 5701.977539
	Iteration 9Q: 3 clusters Score -1.439232e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -14395443.000000 Penalty: 5701.977539
	Iteration 10F: 3 clusters Score -1.439544e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -14399853.000000 Penalty: 5701.977539
	Iteration 11F: 3 clusters Score -1.439985e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -14404910.000000 Penalty: 5701.977539
	Iteration 12F: 3 clusters Score -1.440491e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -14409801.000000 Penalty: 5701.977539
	Iteration 13F: 3 clusters Score -1.44098e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -14413586.000000 Penalty: 5701.977539
	Iteration 14Q: 3 clusters Score -1.441359e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -14416218.000000 Penalty: 5701.977539
	Iteration 15Q: 3 clusters Score -1.441622e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -14417728.000000 Penalty: 5701.977539
	Iteration 16Q: 3 clusters Score -1.441773e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -14418776.000000 Penalty: 5701.977539
	Iteration 17Q: 3 clusters Score -1.441878e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -14419513.000000 Penalty: 5701.977539
	Iteration 18Q: 3 clusters Score -1.441951e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -14420056.000000 Penalty: 5701.977539
	Iteration 19Q: 3 clusters Score -1.442006e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14420391.000000 Penalty: 5701.977539
	Iteration 20F: 3 clusters Score -1.442039e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -14420646.000000 Penalty: 5701.977539
	Iteration 21Q: 3 clusters Score -1.442065e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14420860.000000 Penalty: 5701.977539
	Iteration 22Q: 3 clusters Score -1.442086e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -14420990.000000 Penalty: 5701.977539
	Iteration 23Q: 3 clusters Score -1.442099e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -14421061.000000 Penalty: 5701.977539
	Iteration 24Q: 3 clusters Score -1.442106e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -14421127.000000 Penalty: 5701.977539
	Iteration 25Q: 3 clusters Score -1.442113e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14421190.000000 Penalty: 5701.977539
	Iteration 26Q: 3 clusters Score -1.442119e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -14421234.000000 Penalty: 5701.977539
	Iteration 27Q: 3 clusters Score -1.442123e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -14421245.000000 Penalty: 5701.977539
	Iteration 28Q: 3 clusters Score -1.442124e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14421301.000000 Penalty: 5701.977539
	Iteration 29Q: 3 clusters Score -1.44213e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -14421333.000000 Penalty: 5701.977539
	Iteration 30Q: 3 clusters Score -1.442133e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14421344.000000 Penalty: 5701.977539
	Iteration 31Q: 3 clusters Score -1.442134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14421318.000000 Penalty: 5701.977539
	Iteration 32Q: 3 clusters Score -1.442132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14421362.000000 Penalty: 5701.977539
	Iteration 33Q: 3 clusters Score -1.442136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14421377.000000 Penalty: 5701.977539
	Iteration 34Q: 3 clusters Score -1.442138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14421406.000000 Penalty: 5701.977539
	Iteration 35Q: 3 clusters Score -1.442141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -14421403.000000 Penalty: 5701.977539
	Iteration 36Q: 3 clusters Score -1.44214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -14421419.000000 Penalty: 5701.977539
	Iteration 37Q: 3 clusters Score -1.442142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14421426.000000 Penalty: 5701.977539
	Iteration 38Q: 3 clusters Score -1.442143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14421439.000000 Penalty: 5701.977539
	Iteration 39Q: 3 clusters Score -1.442144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14421445.000000 Penalty: 5701.977539
	Iteration 40F: 3 clusters Score -1.442144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14421457.000000 Penalty: 5701.977539
	Iteration 41Q: 3 clusters Score -1.442146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14421450.000000 Penalty: 5701.977539
	Iteration 42Q: 3 clusters Score -1.442145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14421457.000000 Penalty: 5701.977539
	Iteration 43Q: 3 clusters Score -1.442146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14421463.000000 Penalty: 5701.977539
	Iteration 44Q: 3 clusters Score -1.442146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14421468.000000 Penalty: 5701.977539
	Iteration 45Q: 3 clusters Score -1.442147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14421493.000000 Penalty: 5701.977539
	Iteration 46Q: 3 clusters Score -1.442149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -14421498.000000 Penalty: 5701.977539
	Iteration 47Q: 3 clusters Score -1.44215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14421496.000000 Penalty: 5701.977539
	Iteration 48Q: 3 clusters Score -1.44215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14421494.000000 Penalty: 5701.977539
	Iteration 49Q: 3 clusters Score -1.442149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14421506.000000 Penalty: 5701.977539
	Iteration 50Q: 3 clusters Score -1.442151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -14421508.000000 Penalty: 5701.977539
	Iteration 51Q: 3 clusters Score -1.442151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14421512.000000 Penalty: 5701.977539
	Iteration 52Q: 3 clusters Score -1.442151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14421516.000000 Penalty: 5701.977539
	Iteration 53Q: 3 clusters Score -1.442152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14421520.000000 Penalty: 5701.977539
	Iteration 54Q: 3 clusters Score -1.442152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14421500.000000 Penalty: 5701.977539
	Iteration 55Q: 3 clusters Score -1.44215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14421500.000000 Penalty: 5701.977539
	Iteration 56Q: 3 clusters Score -1.44215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14421498.000000 Penalty: 5701.977539
	Iteration 57Q: 3 clusters Score -1.44215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14421518.000000 Penalty: 5701.977539
	Iteration 58Q: 3 clusters Score -1.442152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14421546.000000 Penalty: 5701.977539
	Iteration 59Q: 3 clusters Score -1.442155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14421549.000000 Penalty: 5701.977539
	Iteration 60F: 3 clusters Score -1.442155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14421547.000000 Penalty: 5701.977539
	Iteration 61Q: 3 clusters Score -1.442155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14421557.000000 Penalty: 5701.977539
	Iteration 62Q: 3 clusters Score -1.442156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14421557.000000 Penalty: 5701.977539
	Iteration 63Q: 3 clusters Score -1.442156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14421555.000000 Penalty: 5701.977539
	Iteration 64Q: 3 clusters Score -1.442156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14421555.000000 Penalty: 5701.977539
	Iteration 65Q: 3 clusters Score -1.442156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14421555.000000 Penalty: 5701.977539
	Iteration 66F: 3 clusters Score -1.442156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94872.734375 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94872.73 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95250.593750 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95250.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95493.031250 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95493.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95777.273438 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95777.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95983.695312 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -95983.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96110.039062 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -96110.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96264.984375 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -96264.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96446.148438 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96446.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96516.070312 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96516.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96576.445312 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96576.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96651.562500 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96651.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96723.570312 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96723.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96778.023438 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96778.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96814.812500 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96814.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96814.812500 Penalty: 3277.568359
	Iteration 14F: 3 clusters Score -96814.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44527 members 
Mstep: Class 5 contains 128065 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42113 members 
Mstep: Class 8 contains 33209 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 26731 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43625 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98314 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 196713 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 319 members 
Entering Unmasked Estep 
Score: -128966112.000000 Penalty: 105449.875000
Splitting cluster 28 changes total score from -128967440.000000 to -128966112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (196713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196713 members 
Entering Unmasked Estep 
Score: -28810200.000000 Penalty: 3022.996094
	Iteration 0F: 2 clusters Score -2.88102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -28685006.000000 Penalty: 6045.992188
	Iteration 0F: 3 clusters Score -2.868501e+07 nChanged 94750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -28741000.000000 Penalty: 6045.992188
	Iteration 1F: 3 clusters Score -2.8741e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -28742338.000000 Penalty: 6045.992188
	Iteration 2Q: 3 clusters Score -2.874234e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -28744386.000000 Penalty: 6045.992188
	Iteration 3Q: 3 clusters Score -2.874439e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -28747200.000000 Penalty: 6045.992188
	Iteration 4Q: 3 clusters Score -2.87472e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -28751360.000000 Penalty: 6045.992188
	Iteration 5Q: 3 clusters Score -2.875136e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -28757586.000000 Penalty: 6045.992188
	Iteration 6F: 3 clusters Score -2.875759e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -28766804.000000 Penalty: 6045.992188
	Iteration 7F: 3 clusters Score -2.87668e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -28776836.000000 Penalty: 6045.992188
	Iteration 8F: 3 clusters Score -2.877684e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -28783786.000000 Penalty: 6045.992188
	Iteration 9F: 3 clusters Score -2.878379e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -28786796.000000 Penalty: 6045.992188
	Iteration 10Q: 3 clusters Score -2.87868e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -28787746.000000 Penalty: 6045.992188
	Iteration 11Q: 3 clusters Score -2.878775e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -28788148.000000 Penalty: 6045.992188
	Iteration 12Q: 3 clusters Score -2.878815e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -28788768.000000 Penalty: 6045.992188
	Iteration 13Q: 3 clusters Score -2.878877e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 111760 members 
Entering Unmasked Estep 
Score: -28789372.000000 Penalty: 6045.992188
	Iteration 14Q: 3 clusters Score -2.878937e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
Score: -28789760.000000 Penalty: 6045.992188
	Iteration 15Q: 3 clusters Score -2.878976e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -28790318.000000 Penalty: 6045.992188
	Iteration 16Q: 3 clusters Score -2.879032e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -28790816.000000 Penalty: 6045.992188
	Iteration 17Q: 3 clusters Score -2.879082e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 112287 members 
Entering Unmasked Estep 
Score: -28791340.000000 Penalty: 6045.992188
	Iteration 18Q: 3 clusters Score -2.879134e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 112262 members 
Entering Unmasked Estep 
Score: -28792048.000000 Penalty: 6045.992188
	Iteration 19Q: 3 clusters Score -2.879205e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -28792612.000000 Penalty: 6045.992188
	Iteration 20F: 3 clusters Score -2.879261e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -28793230.000000 Penalty: 6045.992188
	Iteration 21Q: 3 clusters Score -2.879323e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -28793720.000000 Penalty: 6045.992188
	Iteration 22Q: 3 clusters Score -2.879372e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -28794346.000000 Penalty: 6045.992188
	Iteration 23Q: 3 clusters Score -2.879435e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -28794944.000000 Penalty: 6045.992188
	Iteration 24Q: 3 clusters Score -2.879494e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -28795488.000000 Penalty: 6045.992188
	Iteration 25Q: 3 clusters Score -2.879549e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -28796098.000000 Penalty: 6045.992188
	Iteration 26Q: 3 clusters Score -2.87961e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -28796464.000000 Penalty: 6045.992188
	Iteration 27Q: 3 clusters Score -2.879646e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88198 members 
Mstep: Class 2 contains 108515 members 
Entering Unmasked Estep 
Score: -28796640.000000 Penalty: 6045.992188
	Iteration 28Q: 3 clusters Score -2.879664e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -28796816.000000 Penalty: 6045.992188
	Iteration 29Q: 3 clusters Score -2.879682e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -28796884.000000 Penalty: 6045.992188
	Iteration 30Q: 3 clusters Score -2.879688e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -28797048.000000 Penalty: 6045.992188
	Iteration 31Q: 3 clusters Score -2.879705e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -28797010.000000 Penalty: 6045.992188
	Iteration 32Q: 3 clusters Score -2.879701e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -28797036.000000 Penalty: 6045.992188
	Iteration 33Q: 3 clusters Score -2.879704e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -28797088.000000 Penalty: 6045.992188
	Iteration 34Q: 3 clusters Score -2.879709e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -28797088.000000 Penalty: 6045.992188
	Iteration 35Q: 3 clusters Score -2.879709e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -28797144.000000 Penalty: 6045.992188
	Iteration 36Q: 3 clusters Score -2.879714e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -28797110.000000 Penalty: 6045.992188
	Iteration 37Q: 3 clusters Score -2.879711e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -28797102.000000 Penalty: 6045.992188
	Iteration 38Q: 3 clusters Score -2.87971e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -28797096.000000 Penalty: 6045.992188
	Iteration 39Q: 3 clusters Score -2.87971e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -28797088.000000 Penalty: 6045.992188
	Iteration 40F: 3 clusters Score -2.879709e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -28797162.000000 Penalty: 6045.992188
	Iteration 41Q: 3 clusters Score -2.879716e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -28797164.000000 Penalty: 6045.992188
	Iteration 42Q: 3 clusters Score -2.879716e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -28797124.000000 Penalty: 6045.992188
	Iteration 43Q: 3 clusters Score -2.879712e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -28797194.000000 Penalty: 6045.992188
	Iteration 44Q: 3 clusters Score -2.879719e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -28797182.000000 Penalty: 6045.992188
	Iteration 45Q: 3 clusters Score -2.879718e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -28797204.000000 Penalty: 6045.992188
	Iteration 46Q: 3 clusters Score -2.87972e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 104384 members 
Entering Unmasked Estep 
Score: -28797256.000000 Penalty: 6045.992188
	Iteration 47Q: 3 clusters Score -2.879726e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -28797264.000000 Penalty: 6045.992188
	Iteration 48Q: 3 clusters Score -2.879726e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -28797262.000000 Penalty: 6045.992188
	Iteration 49Q: 3 clusters Score -2.879726e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -28797298.000000 Penalty: 6045.992188
	Iteration 50Q: 3 clusters Score -2.87973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -28797346.000000 Penalty: 6045.992188
	Iteration 51Q: 3 clusters Score -2.879735e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -28797318.000000 Penalty: 6045.992188
	Iteration 52Q: 3 clusters Score -2.879732e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -28797300.000000 Penalty: 6045.992188
	Iteration 53Q: 3 clusters Score -2.87973e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -28797328.000000 Penalty: 6045.992188
	Iteration 54Q: 3 clusters Score -2.879733e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -28797352.000000 Penalty: 6045.992188
	Iteration 55Q: 3 clusters Score -2.879735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -28797362.000000 Penalty: 6045.992188
	Iteration 56Q: 3 clusters Score -2.879736e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -28797360.000000 Penalty: 6045.992188
	Iteration 57Q: 3 clusters Score -2.879736e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -28797380.000000 Penalty: 6045.992188
	Iteration 58Q: 3 clusters Score -2.879738e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -28797340.000000 Penalty: 6045.992188
	Iteration 59Q: 3 clusters Score -2.879734e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -28797298.000000 Penalty: 6045.992188
	Iteration 60F: 3 clusters Score -2.87973e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -28797336.000000 Penalty: 6045.992188
	Iteration 61Q: 3 clusters Score -2.879734e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -28797324.000000 Penalty: 6045.992188
	Iteration 62Q: 3 clusters Score -2.879732e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -28797328.000000 Penalty: 6045.992188
	Iteration 63Q: 3 clusters Score -2.879733e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -28797320.000000 Penalty: 6045.992188
	Iteration 64Q: 3 clusters Score -2.879732e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -28797334.000000 Penalty: 6045.992188
	Iteration 65Q: 3 clusters Score -2.879733e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -28797352.000000 Penalty: 6045.992188
	Iteration 66Q: 3 clusters Score -2.879735e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -28797314.000000 Penalty: 6045.992188
	Iteration 67Q: 3 clusters Score -2.879731e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -28797330.000000 Penalty: 6045.992188
	Iteration 68Q: 3 clusters Score -2.879733e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -28797308.000000 Penalty: 6045.992188
	Iteration 69Q: 3 clusters Score -2.879731e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -28797314.000000 Penalty: 6045.992188
	Iteration 70Q: 3 clusters Score -2.879731e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -28797334.000000 Penalty: 6045.992188
	Iteration 71Q: 3 clusters Score -2.879733e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -28797328.000000 Penalty: 6045.992188
	Iteration 72Q: 3 clusters Score -2.879733e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -28797304.000000 Penalty: 6045.992188
	Iteration 73Q: 3 clusters Score -2.87973e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -28797348.000000 Penalty: 6045.992188
	Iteration 74Q: 3 clusters Score -2.879735e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -28797336.000000 Penalty: 6045.992188
	Iteration 75Q: 3 clusters Score -2.879734e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -28797326.000000 Penalty: 6045.992188
	Iteration 76Q: 3 clusters Score -2.879733e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -28797330.000000 Penalty: 6045.992188
	Iteration 77Q: 3 clusters Score -2.879733e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -28797322.000000 Penalty: 6045.992188
	Iteration 78Q: 3 clusters Score -2.879732e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -28797296.000000 Penalty: 6045.992188
	Iteration 79Q: 3 clusters Score -2.87973e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -28797320.000000 Penalty: 6045.992188
	Iteration 80F: 3 clusters Score -2.879732e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -28797382.000000 Penalty: 6045.992188
	Iteration 81Q: 3 clusters Score -2.879738e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -28797368.000000 Penalty: 6045.992188
	Iteration 82Q: 3 clusters Score -2.879737e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -28797368.000000 Penalty: 6045.992188
	Iteration 83Q: 3 clusters Score -2.879737e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -28797368.000000 Penalty: 6045.992188
	Iteration 84Q: 3 clusters Score -2.879737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -28797370.000000 Penalty: 6045.992188
	Iteration 85Q: 3 clusters Score -2.879737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -28797346.000000 Penalty: 6045.992188
	Iteration 86Q: 3 clusters Score -2.879735e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -28797344.000000 Penalty: 6045.992188
	Iteration 87Q: 3 clusters Score -2.879734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -28797362.000000 Penalty: 6045.992188
	Iteration 88Q: 3 clusters Score -2.879736e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -28797372.000000 Penalty: 6045.992188
	Iteration 89Q: 3 clusters Score -2.879737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -28797346.000000 Penalty: 6045.992188
	Iteration 90Q: 3 clusters Score -2.879735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -28797366.000000 Penalty: 6045.992188
	Iteration 91Q: 3 clusters Score -2.879737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -28797394.000000 Penalty: 6045.992188
	Iteration 92Q: 3 clusters Score -2.879739e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -28797380.000000 Penalty: 6045.992188
	Iteration 93Q: 3 clusters Score -2.879738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -28797402.000000 Penalty: 6045.992188
	Iteration 94Q: 3 clusters Score -2.87974e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -28797414.000000 Penalty: 6045.992188
	Iteration 95Q: 3 clusters Score -2.879741e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -28797446.000000 Penalty: 6045.992188
	Iteration 96Q: 3 clusters Score -2.879745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -28797454.000000 Penalty: 6045.992188
	Iteration 97Q: 3 clusters Score -2.879745e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -28797416.000000 Penalty: 6045.992188
	Iteration 98Q: 3 clusters Score -2.879742e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -28797358.000000 Penalty: 6045.992188
	Iteration 99Q: 3 clusters Score -2.879736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -28797386.000000 Penalty: 6045.992188
	Iteration 100F: 3 clusters Score -2.879739e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -28797390.000000 Penalty: 6045.992188
	Iteration 101Q: 3 clusters Score -2.879739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -28797390.000000 Penalty: 6045.992188
	Iteration 102Q: 3 clusters Score -2.879739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -28797370.000000 Penalty: 6045.992188
	Iteration 103Q: 3 clusters Score -2.879737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -28797366.000000 Penalty: 6045.992188
	Iteration 104Q: 3 clusters Score -2.879737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -28797404.000000 Penalty: 6045.992188
	Iteration 105Q: 3 clusters Score -2.87974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -28797382.000000 Penalty: 6045.992188
	Iteration 106Q: 3 clusters Score -2.879738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -28797390.000000 Penalty: 6045.992188
	Iteration 107Q: 3 clusters Score -2.879739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -28797368.000000 Penalty: 6045.992188
	Iteration 108Q: 3 clusters Score -2.879737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -28797376.000000 Penalty: 6045.992188
	Iteration 109Q: 3 clusters Score -2.879738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -28797374.000000 Penalty: 6045.992188
	Iteration 110Q: 3 clusters Score -2.879737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -28797372.000000 Penalty: 6045.992188
	Iteration 111Q: 3 clusters Score -2.879737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -28797376.000000 Penalty: 6045.992188
	Iteration 112Q: 3 clusters Score -2.879738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -28797352.000000 Penalty: 6045.992188
	Iteration 113Q: 3 clusters Score -2.879735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -28797362.000000 Penalty: 6045.992188
	Iteration 114Q: 3 clusters Score -2.879736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -28797374.000000 Penalty: 6045.992188
	Iteration 115Q: 3 clusters Score -2.879737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -28797358.000000 Penalty: 6045.992188
	Iteration 116Q: 3 clusters Score -2.879736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 97899 members 
Entering Unmasked Estep 
Score: -28797364.000000 Penalty: 6045.992188
	Iteration 117Q: 3 clusters Score -2.879736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -28797370.000000 Penalty: 6045.992188
	Iteration 118Q: 3 clusters Score -2.879737e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -28797416.000000 Penalty: 6045.992188
	Iteration 119Q: 3 clusters Score -2.879742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -28797420.000000 Penalty: 6045.992188
	Iteration 120F: 3 clusters Score -2.879742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -28797416.000000 Penalty: 6045.992188
	Iteration 121Q: 3 clusters Score -2.879742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -28797410.000000 Penalty: 6045.992188
	Iteration 122Q: 3 clusters Score -2.879741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -28797388.000000 Penalty: 6045.992188
	Iteration 123Q: 3 clusters Score -2.879739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -28797402.000000 Penalty: 6045.992188
	Iteration 124Q: 3 clusters Score -2.87974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -28797400.000000 Penalty: 6045.992188
	Iteration 125Q: 3 clusters Score -2.87974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -28797410.000000 Penalty: 6045.992188
	Iteration 126Q: 3 clusters Score -2.879741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -28797410.000000 Penalty: 6045.992188
	Iteration 127F: 3 clusters Score -2.879741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93987.289062 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -93987.29 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -94351.859375 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94351.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94565.898438 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94565.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94729.929688 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94729.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94922.187500 Penalty: 3290.125977
	Iteration 4F: 3 clusters Score -94922.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95209.898438 Penalty: 3290.125977
	Iteration 5F: 3 clusters Score -95209.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95445.421875 Penalty: 3290.125977
	Iteration 6F: 3 clusters Score -95445.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95523.000000 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95552.710938 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95552.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95565.609375 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95565.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95571.054688 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95571.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95576.328125 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95576.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95580.851562 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95580.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95587.437500 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95587.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95588.757812 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95588.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95590.296875 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95590.296875 Penalty: 3290.125977
	Iteration 16F: 3 clusters Score -95590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 44527 members 
Mstep: Class 5 contains 128065 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42113 members 
Mstep: Class 8 contains 33209 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 26731 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43625 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98314 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196713 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967528.000000 Penalty: 102048.265625
Iteration 319Q: 31 clusters Score -1.289675e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44523 members 
Mstep: Class 5 contains 128089 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42107 members 
Mstep: Class 8 contains 33211 members 
Mstep: Class 9 contains 34632 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 26752 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43633 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98287 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196691 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967464.000000 Penalty: 102048.265625
Iteration 320F: 31 clusters Score -1.289675e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13318 members 
Mstep: Class 4 contains 44522 members 
Mstep: Class 5 contains 128085 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 42100 members 
Mstep: Class 8 contains 33223 members 
Mstep: Class 9 contains 34643 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 26770 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43639 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22591 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98267 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196687 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967536.000000 Penalty: 102048.265625
Iteration 321Q: 31 clusters Score -1.289675e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 44518 members 
Mstep: Class 5 contains 128066 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42092 members 
Mstep: Class 8 contains 33239 members 
Mstep: Class 9 contains 34666 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 26795 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43643 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 22562 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98249 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196689 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967352.000000 Penalty: 102048.265625
Iteration 322Q: 31 clusters Score -1.289674e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 128051 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 33247 members 
Mstep: Class 9 contains 34693 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 26827 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43650 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22551 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98240 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196655 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967360.000000 Penalty: 102048.265625
Iteration 323Q: 31 clusters Score -1.289674e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44510 members 
Mstep: Class 5 contains 128028 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 42078 members 
Mstep: Class 8 contains 33261 members 
Mstep: Class 9 contains 34706 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 26856 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43650 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22539 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98253 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196627 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967464.000000 Penalty: 102048.265625
Iteration 324Q: 31 clusters Score -1.289675e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44512 members 
Mstep: Class 5 contains 127979 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 42078 members 
Mstep: Class 8 contains 33280 members 
Mstep: Class 9 contains 34721 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 26886 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43647 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22533 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98251 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196616 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967400.000000 Penalty: 102048.265625
Iteration 325Q: 31 clusters Score -1.289674e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 127948 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 42079 members 
Mstep: Class 8 contains 33286 members 
Mstep: Class 9 contains 34728 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43650 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22525 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98246 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196615 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967376.000000 Penalty: 102048.265625
Iteration 326Q: 31 clusters Score -1.289674e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 127932 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 42076 members 
Mstep: Class 8 contains 33295 members 
Mstep: Class 9 contains 34730 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 26938 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98249 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196575 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967320.000000 Penalty: 102048.265625
Iteration 327Q: 31 clusters Score -1.289673e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44546 members 
Mstep: Class 5 contains 127895 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 33303 members 
Mstep: Class 9 contains 34735 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 43657 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98258 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196541 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967432.000000 Penalty: 102048.265625
Iteration 328Q: 31 clusters Score -1.289674e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44549 members 
Mstep: Class 5 contains 127857 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 42074 members 
Mstep: Class 8 contains 33313 members 
Mstep: Class 9 contains 34742 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 27017 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43653 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98257 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196513 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967352.000000 Penalty: 102048.265625
Iteration 329Q: 31 clusters Score -1.289674e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 127823 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 33319 members 
Mstep: Class 9 contains 34748 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43655 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98268 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196499 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967440.000000 Penalty: 102048.265625
Iteration 330Q: 31 clusters Score -1.289674e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44557 members 
Mstep: Class 5 contains 127796 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 42068 members 
Mstep: Class 8 contains 33325 members 
Mstep: Class 9 contains 34752 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 27076 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43656 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38553 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98268 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196486 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967496.000000 Penalty: 102048.265625
Iteration 331Q: 31 clusters Score -1.289675e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 44558 members 
Mstep: Class 5 contains 127755 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 8 contains 33326 members 
Mstep: Class 9 contains 34753 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 27102 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 43653 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98272 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196492 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967384.000000 Penalty: 102048.265625
Iteration 332Q: 31 clusters Score -1.289674e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 127713 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42063 members 
Mstep: Class 8 contains 33330 members 
Mstep: Class 9 contains 34746 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22494 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98288 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196495 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 333Q: 31 clusters Score -1.289674e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44549 members 
Mstep: Class 5 contains 127663 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42059 members 
Mstep: Class 8 contains 33334 members 
Mstep: Class 9 contains 34743 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 27159 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28380 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22488 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98297 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196517 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967488.000000 Penalty: 102048.265625
Iteration 334Q: 31 clusters Score -1.289675e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44550 members 
Mstep: Class 5 contains 127617 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42058 members 
Mstep: Class 8 contains 33333 members 
Mstep: Class 9 contains 34747 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 27202 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28380 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22483 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98292 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196521 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967464.000000 Penalty: 102048.265625
Iteration 335Q: 31 clusters Score -1.289675e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44553 members 
Mstep: Class 5 contains 127578 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42061 members 
Mstep: Class 8 contains 33335 members 
Mstep: Class 9 contains 34750 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 27240 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28380 members 
Mstep: Class 18 contains 43653 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22482 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196508 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967608.000000 Penalty: 102048.265625
Iteration 336Q: 31 clusters Score -1.289676e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 127541 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42056 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 34755 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 27275 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98297 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196509 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967456.000000 Penalty: 102048.265625
Iteration 337Q: 31 clusters Score -1.289675e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 127504 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42059 members 
Mstep: Class 8 contains 33338 members 
Mstep: Class 9 contains 34759 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 27319 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43655 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196502 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967360.000000 Penalty: 102048.265625
Iteration 338Q: 31 clusters Score -1.289674e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44553 members 
Mstep: Class 5 contains 127481 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42065 members 
Mstep: Class 8 contains 33335 members 
Mstep: Class 9 contains 34764 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 27355 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43652 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98294 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196503 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967368.000000 Penalty: 102048.265625
Iteration 339Q: 31 clusters Score -1.289674e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 127426 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 34768 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 27391 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43650 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22451 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98305 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196508 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967424.000000 Penalty: 102048.265625
Iteration 340F: 31 clusters Score -1.289674e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44550 members 
Mstep: Class 5 contains 127363 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 8 contains 33342 members 
Mstep: Class 9 contains 34769 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 27433 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43652 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98330 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196519 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967360.000000 Penalty: 102048.265625
Iteration 341Q: 31 clusters Score -1.289674e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44545 members 
Mstep: Class 5 contains 127323 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 8 contains 33345 members 
Mstep: Class 9 contains 34774 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 27465 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43659 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22443 members 
Mstep: Class 22 contains 4310 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98348 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196521 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967416.000000 Penalty: 102048.265625
Iteration 342Q: 31 clusters Score -1.289674e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44535 members 
Mstep: Class 5 contains 127283 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42056 members 
Mstep: Class 8 contains 33341 members 
Mstep: Class 9 contains 34776 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 27505 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43659 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22435 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98367 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196530 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967464.000000 Penalty: 102048.265625
Iteration 343Q: 31 clusters Score -1.289675e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 127241 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42053 members 
Mstep: Class 8 contains 33341 members 
Mstep: Class 9 contains 34777 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 27542 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43658 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 4301 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98376 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196534 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967400.000000 Penalty: 102048.265625
Iteration 344Q: 31 clusters Score -1.289674e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44532 members 
Mstep: Class 5 contains 127215 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42054 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 34772 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 27569 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43657 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22414 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98373 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196554 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967536.000000 Penalty: 102048.265625
Iteration 345Q: 31 clusters Score -1.289675e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 127171 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42057 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 34771 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 27607 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12029 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22406 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98380 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196562 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 346Q: 31 clusters Score -1.289674e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44518 members 
Mstep: Class 5 contains 127135 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42062 members 
Mstep: Class 8 contains 33338 members 
Mstep: Class 9 contains 34773 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 27657 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12028 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28380 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22408 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98388 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196537 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967272.000000 Penalty: 102048.265625
Iteration 347Q: 31 clusters Score -1.289673e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44517 members 
Mstep: Class 5 contains 127105 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 9 contains 34779 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 27713 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 43658 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22406 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98385 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196509 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967376.000000 Penalty: 102048.265625
Iteration 348Q: 31 clusters Score -1.289674e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 127076 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 33329 members 
Mstep: Class 9 contains 34783 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 27772 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 43663 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22411 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98384 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196473 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967320.000000 Penalty: 102048.265625
Iteration 349Q: 31 clusters Score -1.289673e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 127016 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42068 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 34793 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43666 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22406 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98376 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196473 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967272.000000 Penalty: 102048.265625
Iteration 350Q: 31 clusters Score -1.289673e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44512 members 
Mstep: Class 5 contains 127001 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42067 members 
Mstep: Class 8 contains 33321 members 
Mstep: Class 9 contains 34792 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 27887 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43668 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98343 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196471 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967288.000000 Penalty: 102048.265625
Iteration 351Q: 31 clusters Score -1.289673e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 126979 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 34797 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 27943 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43669 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22394 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98331 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196432 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967344.000000 Penalty: 102048.265625
Iteration 352Q: 31 clusters Score -1.289673e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 126959 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 33316 members 
Mstep: Class 9 contains 34803 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 27989 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43666 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22385 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98320 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196429 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967480.000000 Penalty: 102048.265625
Iteration 353Q: 31 clusters Score -1.289675e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44522 members 
Mstep: Class 5 contains 126918 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 33314 members 
Mstep: Class 9 contains 34811 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 28023 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43667 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22379 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98310 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196442 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967416.000000 Penalty: 102048.265625
Iteration 354Q: 31 clusters Score -1.289674e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 126862 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 33313 members 
Mstep: Class 9 contains 34823 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 28067 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43668 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22365 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98297 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196474 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967440.000000 Penalty: 102048.265625
Iteration 355Q: 31 clusters Score -1.289674e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44507 members 
Mstep: Class 5 contains 126819 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 33309 members 
Mstep: Class 9 contains 34828 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 28112 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22357 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98281 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196498 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967520.000000 Penalty: 102048.265625
Iteration 356Q: 31 clusters Score -1.289675e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44497 members 
Mstep: Class 5 contains 126785 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 33307 members 
Mstep: Class 9 contains 34826 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 28155 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43674 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22344 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98269 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196521 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967480.000000 Penalty: 102048.265625
Iteration 357Q: 31 clusters Score -1.289675e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 126741 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42092 members 
Mstep: Class 8 contains 33308 members 
Mstep: Class 9 contains 34828 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 28208 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43673 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22332 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98241 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196543 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967424.000000 Penalty: 102048.265625
Iteration 358Q: 31 clusters Score -1.289674e+08 nChanged 346
Entering ConstructFrom: 
Score: -128967424.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (55577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Entering Unmasked Estep 
Score: -8237460.500000 Penalty: 2709.530029
	Iteration 0F: 2 clusters Score -8237460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -8200180.000000 Penalty: 5419.060059
	Iteration 0F: 3 clusters Score -8200180 nChanged 25758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -8214497.000000 Penalty: 5419.060059
	Iteration 1F: 3 clusters Score -8214497 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -8215039.000000 Penalty: 5419.060059
	Iteration 2Q: 3 clusters Score -8215039 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -8215658.500000 Penalty: 5419.060059
	Iteration 3Q: 3 clusters Score -8215658 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -8216341.000000 Penalty: 5419.060059
	Iteration 4Q: 3 clusters Score -8216341 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8217132.000000 Penalty: 5419.060059
	Iteration 5Q: 3 clusters Score -8217132 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8217880.000000 Penalty: 5419.060059
	Iteration 6Q: 3 clusters Score -8217880 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -8218835.000000 Penalty: 5419.060059
	Iteration 7Q: 3 clusters Score -8218835 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8219846.500000 Penalty: 5419.060059
	Iteration 8Q: 3 clusters Score -8219846 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -8221023.000000 Penalty: 5419.060059
	Iteration 9Q: 3 clusters Score -8221023 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8222207.000000 Penalty: 5419.060059
	Iteration 10Q: 3 clusters Score -8222207 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -8223506.000000 Penalty: 5419.060059
	Iteration 11Q: 3 clusters Score -8223506 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -8224734.000000 Penalty: 5419.060059
	Iteration 12Q: 3 clusters Score -8224734 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -8225748.500000 Penalty: 5419.060059
	Iteration 13Q: 3 clusters Score -8225748 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8226568.000000 Penalty: 5419.060059
	Iteration 14Q: 3 clusters Score -8226568 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -8227257.500000 Penalty: 5419.060059
	Iteration 15Q: 3 clusters Score -8227258 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -8227707.000000 Penalty: 5419.060059
	Iteration 16Q: 3 clusters Score -8227707 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -8228057.000000 Penalty: 5419.060059
	Iteration 17Q: 3 clusters Score -8228057 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -8228346.000000 Penalty: 5419.060059
	Iteration 18Q: 3 clusters Score -8228346 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8228513.500000 Penalty: 5419.060059
	Iteration 19Q: 3 clusters Score -8228514 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -8228649.000000 Penalty: 5419.060059
	Iteration 20F: 3 clusters Score -8228649 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8228733.000000 Penalty: 5419.060059
	Iteration 21Q: 3 clusters Score -8228733 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -8228838.000000 Penalty: 5419.060059
	Iteration 22Q: 3 clusters Score -8228838 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -8228920.500000 Penalty: 5419.060059
	Iteration 23Q: 3 clusters Score -8228920 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8229011.500000 Penalty: 5419.060059
	Iteration 24Q: 3 clusters Score -8229012 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8229079.000000 Penalty: 5419.060059
	Iteration 25Q: 3 clusters Score -8229079 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -8229160.500000 Penalty: 5419.060059
	Iteration 26Q: 3 clusters Score -8229160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8229242.500000 Penalty: 5419.060059
	Iteration 27Q: 3 clusters Score -8229242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -8229348.500000 Penalty: 5419.060059
	Iteration 28Q: 3 clusters Score -8229348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8229416.000000 Penalty: 5419.060059
	Iteration 29Q: 3 clusters Score -8229416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -8229485.500000 Penalty: 5419.060059
	Iteration 30Q: 3 clusters Score -8229486 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -8229500.000000 Penalty: 5419.060059
	Iteration 31Q: 3 clusters Score -8229500 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8229549.500000 Penalty: 5419.060059
	Iteration 32Q: 3 clusters Score -8229550 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8229606.000000 Penalty: 5419.060059
	Iteration 33Q: 3 clusters Score -8229606 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8229676.000000 Penalty: 5419.060059
	Iteration 34Q: 3 clusters Score -8229676 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -8229710.500000 Penalty: 5419.060059
	Iteration 35Q: 3 clusters Score -8229710 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -8229813.500000 Penalty: 5419.060059
	Iteration 36Q: 3 clusters Score -8229814 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8229885.000000 Penalty: 5419.060059
	Iteration 37Q: 3 clusters Score -8229885 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8229958.000000 Penalty: 5419.060059
	Iteration 38Q: 3 clusters Score -8229958 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -8230067.000000 Penalty: 5419.060059
	Iteration 39Q: 3 clusters Score -8230067 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -8230148.000000 Penalty: 5419.060059
	Iteration 40F: 3 clusters Score -8230148 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -8230203.500000 Penalty: 5419.060059
	Iteration 41Q: 3 clusters Score -8230204 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -8230288.500000 Penalty: 5419.060059
	Iteration 42Q: 3 clusters Score -8230288 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -8230381.000000 Penalty: 5419.060059
	Iteration 43Q: 3 clusters Score -8230381 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -8230463.000000 Penalty: 5419.060059
	Iteration 44Q: 3 clusters Score -8230463 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8230562.000000 Penalty: 5419.060059
	Iteration 45Q: 3 clusters Score -8230562 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8230728.500000 Penalty: 5419.060059
	Iteration 46Q: 3 clusters Score -8230728 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8230864.500000 Penalty: 5419.060059
	Iteration 47Q: 3 clusters Score -8230864 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8231035.000000 Penalty: 5419.060059
	Iteration 48Q: 3 clusters Score -8231035 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8231245.000000 Penalty: 5419.060059
	Iteration 49Q: 3 clusters Score -8231245 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8231436.000000 Penalty: 5419.060059
	Iteration 50Q: 3 clusters Score -8231436 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -8231643.500000 Penalty: 5419.060059
	Iteration 51Q: 3 clusters Score -8231644 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8231884.000000 Penalty: 5419.060059
	Iteration 52Q: 3 clusters Score -8231884 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -8232139.000000 Penalty: 5419.060059
	Iteration 53Q: 3 clusters Score -8232139 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -8232389.500000 Penalty: 5419.060059
	Iteration 54Q: 3 clusters Score -8232390 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -8232596.500000 Penalty: 5419.060059
	Iteration 55Q: 3 clusters Score -8232596 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -8232850.000000 Penalty: 5419.060059
	Iteration 56Q: 3 clusters Score -8232850 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -8233065.000000 Penalty: 5419.060059
	Iteration 57Q: 3 clusters Score -8233065 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -8233282.500000 Penalty: 5419.060059
	Iteration 58Q: 3 clusters Score -8233282 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -8233511.000000 Penalty: 5419.060059
	Iteration 59Q: 3 clusters Score -8233511 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -8233742.000000 Penalty: 5419.060059
	Iteration 60F: 3 clusters Score -8233742 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -8233941.500000 Penalty: 5419.060059
	Iteration 61Q: 3 clusters Score -8233942 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -8234114.000000 Penalty: 5419.060059
	Iteration 62Q: 3 clusters Score -8234114 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -8234288.500000 Penalty: 5419.060059
	Iteration 63Q: 3 clusters Score -8234288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -8234409.500000 Penalty: 5419.060059
	Iteration 64Q: 3 clusters Score -8234410 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -8234521.000000 Penalty: 5419.060059
	Iteration 65Q: 3 clusters Score -8234521 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -8234653.000000 Penalty: 5419.060059
	Iteration 66Q: 3 clusters Score -8234653 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -8234756.500000 Penalty: 5419.060059
	Iteration 67Q: 3 clusters Score -8234756 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8234815.500000 Penalty: 5419.060059
	Iteration 68Q: 3 clusters Score -8234816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -8234899.500000 Penalty: 5419.060059
	Iteration 69Q: 3 clusters Score -8234900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -8234965.500000 Penalty: 5419.060059
	Iteration 70Q: 3 clusters Score -8234966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -8235012.000000 Penalty: 5419.060059
	Iteration 71Q: 3 clusters Score -8235012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -8235027.500000 Penalty: 5419.060059
	Iteration 72Q: 3 clusters Score -8235028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -8235050.000000 Penalty: 5419.060059
	Iteration 73Q: 3 clusters Score -8235050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -8235059.500000 Penalty: 5419.060059
	Iteration 74Q: 3 clusters Score -8235060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -8235076.500000 Penalty: 5419.060059
	Iteration 75Q: 3 clusters Score -8235076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -8235117.500000 Penalty: 5419.060059
	Iteration 76Q: 3 clusters Score -8235118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -8235128.500000 Penalty: 5419.060059
	Iteration 77Q: 3 clusters Score -8235128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -8235146.500000 Penalty: 5419.060059
	Iteration 78Q: 3 clusters Score -8235146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8235150.500000 Penalty: 5419.060059
	Iteration 79Q: 3 clusters Score -8235150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -8235161.500000 Penalty: 5419.060059
	Iteration 80F: 3 clusters Score -8235162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -8235170.000000 Penalty: 5419.060059
	Iteration 81Q: 3 clusters Score -8235170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -8235190.000000 Penalty: 5419.060059
	Iteration 82Q: 3 clusters Score -8235190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -8235194.000000 Penalty: 5419.060059
	Iteration 83Q: 3 clusters Score -8235194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -8235198.000000 Penalty: 5419.060059
	Iteration 84Q: 3 clusters Score -8235198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -8235203.000000 Penalty: 5419.060059
	Iteration 85Q: 3 clusters Score -8235203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -8235197.000000 Penalty: 5419.060059
	Iteration 86Q: 3 clusters Score -8235197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -8235205.500000 Penalty: 5419.060059
	Iteration 87Q: 3 clusters Score -8235206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -8235208.500000 Penalty: 5419.060059
	Iteration 88Q: 3 clusters Score -8235208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -8235211.000000 Penalty: 5419.060059
	Iteration 89Q: 3 clusters Score -8235211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -8235221.500000 Penalty: 5419.060059
	Iteration 90Q: 3 clusters Score -8235222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -8235223.000000 Penalty: 5419.060059
	Iteration 91Q: 3 clusters Score -8235223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -8235223.000000 Penalty: 5419.060059
	Iteration 92Q: 3 clusters Score -8235223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -8235227.500000 Penalty: 5419.060059
	Iteration 93Q: 3 clusters Score -8235228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -8235233.000000 Penalty: 5419.060059
	Iteration 94Q: 3 clusters Score -8235233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -8235232.500000 Penalty: 5419.060059
	Iteration 95Q: 3 clusters Score -8235232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -8235232.500000 Penalty: 5419.060059
	Iteration 96F: 3 clusters Score -8235232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -933860.062500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -933860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -928258.125000 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -928258.1 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -930005.875000 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -930005.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -930394.125000 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -930394.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -930726.312500 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -930726.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -931069.500000 Penalty: 4384.137207
	Iteration 4F: 3 clusters Score -931069.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -931342.375000 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -931342.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -931524.250000 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -931524.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -931671.375000 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -931671.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -931797.687500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -931797.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -931910.625000 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -931910.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -932017.500000 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -932017.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -932097.937500 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -932097.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -932174.687500 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -932174.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -932263.875000 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -932263.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -932339.812500 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -932339.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -932413.437500 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -932413.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -932480.687500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -932480.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -932540.687500 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -932540.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -932595.125000 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -932595.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -932645.625000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -932645.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -932689.062500 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -932689.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -932716.937500 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -932716.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -932737.250000 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -932737.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -932752.750000 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -932752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -932764.062500 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -932764.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -932769.812500 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -932769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -932779.250000 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -932779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -932781.812500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -932781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -932784.125000 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -932784.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -932787.000000 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -932787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -932790.812500 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -932790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -932791.375000 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -932791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -932792.125000 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -932792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -932793.250000 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -932793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -932796.500000 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -932796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -932800.750000 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -932800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -932803.937500 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -932803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -932809.187500 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -932809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -932812.875000 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -932812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -932814.125000 Penalty: 4384.137207
	Iteration 39Q: 3 clusters Score -932814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -932816.812500 Penalty: 4384.137207
	Iteration 40F: 3 clusters Score -932816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -932823.812500 Penalty: 4384.137207
	Iteration 41Q: 3 clusters Score -932823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -932830.562500 Penalty: 4384.137207
	Iteration 42Q: 3 clusters Score -932830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -932835.000000 Penalty: 4384.137207
	Iteration 43Q: 3 clusters Score -932835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -932838.437500 Penalty: 4384.137207
	Iteration 44Q: 3 clusters Score -932838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -932840.062500 Penalty: 4384.137207
	Iteration 45Q: 3 clusters Score -932840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -932841.812500 Penalty: 4384.137207
	Iteration 46Q: 3 clusters Score -932841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -932843.500000 Penalty: 4384.137207
	Iteration 47Q: 3 clusters Score -932843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -932843.125000 Penalty: 4384.137207
	Iteration 48Q: 3 clusters Score -932843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -932843.125000 Penalty: 4384.137207
	Iteration 49F: 3 clusters Score -932843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1782495.750000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1782496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1772738.750000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1772739 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1775681.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1775682 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1776056.000000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1776056 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1776392.375000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1776392 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1776696.125000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1776696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1776988.000000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1776988 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1777214.625000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1777215 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1777418.125000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1777418 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1777625.625000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1777626 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1777857.625000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1777858 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1778100.625000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1778101 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1778327.000000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1778327 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1778531.125000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1778531 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1778750.875000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1778751 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1778997.625000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1778998 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1779233.375000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1779233 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1779490.875000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1779491 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1779745.875000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1779746 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1779970.500000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1779970 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1780150.125000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1780150 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1780272.000000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1780272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1780374.375000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1780374 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1780441.500000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1780442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1780495.625000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1780496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1780536.875000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1780537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1780570.375000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1780570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1780619.500000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1780620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1780649.375000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1780649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1780695.625000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1780696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1780732.375000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1780732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1780751.000000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1780751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1780765.375000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1780765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1780771.500000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1780772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1780775.250000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1780775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1780786.625000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1780787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1780792.000000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1780792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1780794.625000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1780795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1780799.500000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1780800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1780807.125000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1780807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1780809.000000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1780809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1780809.875000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1780810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1780814.500000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1780814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1780820.875000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1780821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1780827.625000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1780828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1780830.875000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1780831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1780837.875000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1780838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1780843.750000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1780844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1780847.250000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1780847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1780849.000000 Penalty: 4710.597656
	Iteration 48Q: 3 clusters Score -1780849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1780856.375000 Penalty: 4710.597656
	Iteration 49Q: 3 clusters Score -1780856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1780863.500000 Penalty: 4710.597656
	Iteration 50Q: 3 clusters Score -1780864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1780866.125000 Penalty: 4710.597656
	Iteration 51Q: 3 clusters Score -1780866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1780868.750000 Penalty: 4710.597656
	Iteration 52Q: 3 clusters Score -1780869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1780869.000000 Penalty: 4710.597656
	Iteration 53Q: 3 clusters Score -1780869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1780870.000000 Penalty: 4710.597656
	Iteration 54Q: 3 clusters Score -1780870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1780870.000000 Penalty: 4710.597656
	Iteration 55F: 3 clusters Score -1780870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Entering Unmasked Estep 
Score: -6544410.500000 Penalty: 2654.382324
	Iteration 0F: 2 clusters Score -6544410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -6514203.500000 Penalty: 5308.764648
	Iteration 0F: 3 clusters Score -6514204 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6525476.000000 Penalty: 5308.764648
	Iteration 1F: 3 clusters Score -6525476 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6526205.000000 Penalty: 5308.764648
	Iteration 2Q: 3 clusters Score -6526205 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -6526986.500000 Penalty: 5308.764648
	Iteration 3Q: 3 clusters Score -6526986 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -6527931.500000 Penalty: 5308.764648
	Iteration 4Q: 3 clusters Score -6527932 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6529110.000000 Penalty: 5308.764648
	Iteration 5Q: 3 clusters Score -6529110 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -6530485.500000 Penalty: 5308.764648
	Iteration 6F: 3 clusters Score -6530486 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -6532117.000000 Penalty: 5308.764648
	Iteration 7F: 3 clusters Score -6532117 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6533603.500000 Penalty: 5308.764648
	Iteration 8F: 3 clusters Score -6533604 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6534876.500000 Penalty: 5308.764648
	Iteration 9F: 3 clusters Score -6534876 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6535884.500000 Penalty: 5308.764648
	Iteration 10Q: 3 clusters Score -6535884 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6536474.000000 Penalty: 5308.764648
	Iteration 11Q: 3 clusters Score -6536474 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6536867.500000 Penalty: 5308.764648
	Iteration 12Q: 3 clusters Score -6536868 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6537100.000000 Penalty: 5308.764648
	Iteration 13Q: 3 clusters Score -6537100 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6537236.500000 Penalty: 5308.764648
	Iteration 14Q: 3 clusters Score -6537236 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -6537345.000000 Penalty: 5308.764648
	Iteration 15Q: 3 clusters Score -6537345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6537407.500000 Penalty: 5308.764648
	Iteration 16Q: 3 clusters Score -6537408 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6537464.500000 Penalty: 5308.764648
	Iteration 17Q: 3 clusters Score -6537464 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6537506.000000 Penalty: 5308.764648
	Iteration 18Q: 3 clusters Score -6537506 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -6537501.000000 Penalty: 5308.764648
	Iteration 19Q: 3 clusters Score -6537501 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6537541.500000 Penalty: 5308.764648
	Iteration 20F: 3 clusters Score -6537542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6537582.000000 Penalty: 5308.764648
	Iteration 21Q: 3 clusters Score -6537582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6537617.500000 Penalty: 5308.764648
	Iteration 22Q: 3 clusters Score -6537618 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6537684.000000 Penalty: 5308.764648
	Iteration 23Q: 3 clusters Score -6537684 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -6537712.500000 Penalty: 5308.764648
	Iteration 24Q: 3 clusters Score -6537712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6537759.500000 Penalty: 5308.764648
	Iteration 25Q: 3 clusters Score -6537760 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6537812.000000 Penalty: 5308.764648
	Iteration 26Q: 3 clusters Score -6537812 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -6537859.500000 Penalty: 5308.764648
	Iteration 27Q: 3 clusters Score -6537860 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6537906.000000 Penalty: 5308.764648
	Iteration 28Q: 3 clusters Score -6537906 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6537950.000000 Penalty: 5308.764648
	Iteration 29Q: 3 clusters Score -6537950 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6537996.500000 Penalty: 5308.764648
	Iteration 30Q: 3 clusters Score -6537996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6538055.000000 Penalty: 5308.764648
	Iteration 31Q: 3 clusters Score -6538055 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -6538107.000000 Penalty: 5308.764648
	Iteration 32Q: 3 clusters Score -6538107 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -6538130.000000 Penalty: 5308.764648
	Iteration 33Q: 3 clusters Score -6538130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -6538207.000000 Penalty: 5308.764648
	Iteration 34Q: 3 clusters Score -6538207 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -6538260.000000 Penalty: 5308.764648
	Iteration 35Q: 3 clusters Score -6538260 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6538314.000000 Penalty: 5308.764648
	Iteration 36Q: 3 clusters Score -6538314 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -6538352.000000 Penalty: 5308.764648
	Iteration 37Q: 3 clusters Score -6538352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -6538403.500000 Penalty: 5308.764648
	Iteration 38Q: 3 clusters Score -6538404 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -6538482.500000 Penalty: 5308.764648
	Iteration 39Q: 3 clusters Score -6538482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -6538531.500000 Penalty: 5308.764648
	Iteration 40F: 3 clusters Score -6538532 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6538609.500000 Penalty: 5308.764648
	Iteration 41Q: 3 clusters Score -6538610 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6538691.500000 Penalty: 5308.764648
	Iteration 42Q: 3 clusters Score -6538692 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6538750.000000 Penalty: 5308.764648
	Iteration 43Q: 3 clusters Score -6538750 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6538839.000000 Penalty: 5308.764648
	Iteration 44Q: 3 clusters Score -6538839 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6538892.000000 Penalty: 5308.764648
	Iteration 45Q: 3 clusters Score -6538892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6538984.500000 Penalty: 5308.764648
	Iteration 46Q: 3 clusters Score -6538984 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6539034.000000 Penalty: 5308.764648
	Iteration 47Q: 3 clusters Score -6539034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -6539067.000000 Penalty: 5308.764648
	Iteration 48Q: 3 clusters Score -6539067 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -6539120.500000 Penalty: 5308.764648
	Iteration 49Q: 3 clusters Score -6539120 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -6539159.500000 Penalty: 5308.764648
	Iteration 50Q: 3 clusters Score -6539160 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6539206.000000 Penalty: 5308.764648
	Iteration 51Q: 3 clusters Score -6539206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -6539261.000000 Penalty: 5308.764648
	Iteration 52Q: 3 clusters Score -6539261 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6539316.500000 Penalty: 5308.764648
	Iteration 53Q: 3 clusters Score -6539316 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -6539360.000000 Penalty: 5308.764648
	Iteration 54Q: 3 clusters Score -6539360 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6539394.500000 Penalty: 5308.764648
	Iteration 55Q: 3 clusters Score -6539394 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -6539432.000000 Penalty: 5308.764648
	Iteration 56Q: 3 clusters Score -6539432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -6539488.000000 Penalty: 5308.764648
	Iteration 57Q: 3 clusters Score -6539488 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6539544.000000 Penalty: 5308.764648
	Iteration 58Q: 3 clusters Score -6539544 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -6539578.000000 Penalty: 5308.764648
	Iteration 59Q: 3 clusters Score -6539578 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -6539617.500000 Penalty: 5308.764648
	Iteration 60F: 3 clusters Score -6539618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6539642.000000 Penalty: 5308.764648
	Iteration 61Q: 3 clusters Score -6539642 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6539682.000000 Penalty: 5308.764648
	Iteration 62Q: 3 clusters Score -6539682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -6539700.000000 Penalty: 5308.764648
	Iteration 63Q: 3 clusters Score -6539700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -6539739.000000 Penalty: 5308.764648
	Iteration 64Q: 3 clusters Score -6539739 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -6539795.000000 Penalty: 5308.764648
	Iteration 65Q: 3 clusters Score -6539795 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -6539822.000000 Penalty: 5308.764648
	Iteration 66Q: 3 clusters Score -6539822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6539875.000000 Penalty: 5308.764648
	Iteration 67Q: 3 clusters Score -6539875 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -6539891.500000 Penalty: 5308.764648
	Iteration 68Q: 3 clusters Score -6539892 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -6539922.500000 Penalty: 5308.764648
	Iteration 69Q: 3 clusters Score -6539922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -6539932.500000 Penalty: 5308.764648
	Iteration 70Q: 3 clusters Score -6539932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -6539932.500000 Penalty: 5308.764648
	Iteration 71Q: 3 clusters Score -6539932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -6539954.500000 Penalty: 5308.764648
	Iteration 72Q: 3 clusters Score -6539954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -6539968.000000 Penalty: 5308.764648
	Iteration 73Q: 3 clusters Score -6539968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -6539990.000000 Penalty: 5308.764648
	Iteration 74Q: 3 clusters Score -6539990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6540026.000000 Penalty: 5308.764648
	Iteration 75Q: 3 clusters Score -6540026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -6540049.500000 Penalty: 5308.764648
	Iteration 76Q: 3 clusters Score -6540050 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -6540092.500000 Penalty: 5308.764648
	Iteration 77Q: 3 clusters Score -6540092 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6540121.000000 Penalty: 5308.764648
	Iteration 78Q: 3 clusters Score -6540121 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -6540170.000000 Penalty: 5308.764648
	Iteration 79Q: 3 clusters Score -6540170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -6540246.000000 Penalty: 5308.764648
	Iteration 80F: 3 clusters Score -6540246 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -6540290.000000 Penalty: 5308.764648
	Iteration 81Q: 3 clusters Score -6540290 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -6540338.500000 Penalty: 5308.764648
	Iteration 82Q: 3 clusters Score -6540338 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6540367.000000 Penalty: 5308.764648
	Iteration 83Q: 3 clusters Score -6540367 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -6540410.500000 Penalty: 5308.764648
	Iteration 84Q: 3 clusters Score -6540410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6540436.000000 Penalty: 5308.764648
	Iteration 85Q: 3 clusters Score -6540436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6540616 nChanged 191
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Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6540653 nChanged 187
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Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6540715 nChanged 191
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Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6540824 nChanged 182
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Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6540829 nChanged 164
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Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6540956 nChanged 179
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Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6541002 nChanged 186
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Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6541065 nChanged 165
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Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6541224.500000 Penalty: 5308.764648
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Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -6541333.500000 Penalty: 5308.764648
	Iteration 106Q: 3 clusters Score -6541334 nChanged 137
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Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6541381 nChanged 143
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Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6541418 nChanged 145
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Mstep: Class 1 contains 40039 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6541452 nChanged 119
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Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6541470 nChanged 116
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Mstep: Class 1 contains 40272 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6541508 nChanged 121
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Mstep: Class 1 contains 40385 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6541572 nChanged 114
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Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6541601 nChanged 108
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Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6541640 nChanged 106
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Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6541651 nChanged 103
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Mstep: Class 1 contains 40920 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6541675 nChanged 78
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Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6541704 nChanged 74
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Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6541700 nChanged 72
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Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6541740 nChanged 83
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Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6541766 nChanged 80
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Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6541774 nChanged 60
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Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6541790 nChanged 57
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Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6541802 nChanged 51
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Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6541822 nChanged 66
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Mstep: Class 1 contains 41579 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6541824 nChanged 74
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Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6541830 nChanged 60
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Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6541850 nChanged 54
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Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6541868 nChanged 50
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Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6541879 nChanged 54
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Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6541887 nChanged 39
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Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6541900 nChanged 49
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Mstep: Class 1 contains 41943 members 
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Entering Unmasked Estep 
Score: -6541909.000000 Penalty: 5308.764648
	Iteration 134Q: 3 clusters Score -6541909 nChanged 46
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Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6541916 nChanged 50
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Mstep: Class 1 contains 42037 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6541923 nChanged 52
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Mstep: Class 1 contains 42087 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6541932 nChanged 38
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Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 2371 members 
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	Iteration 138Q: 3 clusters Score -6541943 nChanged 22
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Mstep: Class 1 contains 42147 members 
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Entering Unmasked Estep 
Score: -6541941.500000 Penalty: 5308.764648
	Iteration 139Q: 3 clusters Score -6541942 nChanged 24
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Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6541948.000000 Penalty: 5308.764648
	Iteration 140F: 3 clusters Score -6541948 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6541955.500000 Penalty: 5308.764648
	Iteration 141Q: 3 clusters Score -6541956 nChanged 27
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Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2281 members 
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	Iteration 142Q: 3 clusters Score -6541955 nChanged 33
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Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6541962.500000 Penalty: 5308.764648
	Iteration 143Q: 3 clusters Score -6541962 nChanged 27
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Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6541968 nChanged 27
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Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6541967 nChanged 11
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Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 2185 members 
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	Iteration 146Q: 3 clusters Score -6541970 nChanged 10
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Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6541970 nChanged 11
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Mstep: Class 1 contains 42332 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6541972 nChanged 11
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Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6541975.500000 Penalty: 5308.764648
	Iteration 149Q: 3 clusters Score -6541976 nChanged 7
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Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2148 members 
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	Iteration 150Q: 3 clusters Score -6541971 nChanged 6
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Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6541976 nChanged 6
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Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6541986 nChanged 7
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Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6541988 nChanged 5
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Mstep: Class 1 contains 42372 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6541980 nChanged 5
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Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 2119 members 
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	Iteration 155Q: 3 clusters Score -6541985 nChanged 9
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Mstep: Class 1 contains 42386 members 
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	Iteration 156Q: 3 clusters Score -6541996 nChanged 10
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Mstep: Class 1 contains 42396 members 
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	Iteration 157Q: 3 clusters Score -6542008 nChanged 16
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Mstep: Class 2 contains 2084 members 
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	Iteration 158Q: 3 clusters Score -6542009 nChanged 16
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	Iteration 159Q: 3 clusters Score -6542012 nChanged 10
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Mstep: Class 1 contains 42438 members 
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Entering Unmasked Estep 
Score: -6542019.500000 Penalty: 5308.764648
	Iteration 160F: 3 clusters Score -6542020 nChanged 13
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Score: -6542026.500000 Penalty: 5308.764648
	Iteration 161Q: 3 clusters Score -6542026 nChanged 14
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	Iteration 162Q: 3 clusters Score -6542036 nChanged 16
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6542032 nChanged 20
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6542052 nChanged 17
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	Iteration 165Q: 3 clusters Score -6542064 nChanged 15
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Mstep: Class 2 contains 1963 members 
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	Iteration 166Q: 3 clusters Score -6542061 nChanged 15
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	Iteration 167Q: 3 clusters Score -6542056 nChanged 12
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6542070 nChanged 9
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Mstep: Class 2 contains 1929 members 
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	Iteration 169Q: 3 clusters Score -6542071 nChanged 5
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6542068 nChanged 9
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Mstep: Class 2 contains 1915 members 
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	Iteration 171Q: 3 clusters Score -6542072 nChanged 9
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Mstep: Class 2 contains 1910 members 
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	Iteration 172Q: 3 clusters Score -6542074 nChanged 7
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Mstep: Class 2 contains 1905 members 
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	Iteration 173Q: 3 clusters Score -6542072 nChanged 4
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Mstep: Class 2 contains 1901 members 
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	Iteration 174Q: 3 clusters Score -6542074 nChanged 6
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Entering Unmasked Estep 
Score: -6542081.500000 Penalty: 5308.764648
	Iteration 175Q: 3 clusters Score -6542082 nChanged 9
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6542084 nChanged 8
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	Iteration 177Q: 3 clusters Score -6542085 nChanged 7
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6542084 nChanged 4
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	Iteration 179Q: 3 clusters Score -6542078 nChanged 4
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Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6542081.500000 Penalty: 5308.764648
	Iteration 180F: 3 clusters Score -6542082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6542079.500000 Penalty: 5308.764648
	Iteration 181Q: 3 clusters Score -6542080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6542087.500000 Penalty: 5308.764648
	Iteration 182Q: 3 clusters Score -6542088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6542089.000000 Penalty: 5308.764648
	Iteration 183Q: 3 clusters Score -6542089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6542086.000000 Penalty: 5308.764648
	Iteration 184Q: 3 clusters Score -6542086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6542085.500000 Penalty: 5308.764648
	Iteration 185Q: 3 clusters Score -6542086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6542089.000000 Penalty: 5308.764648
	Iteration 186Q: 3 clusters Score -6542089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6542089.000000 Penalty: 5308.764648
	Iteration 187F: 3 clusters Score -6542089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Entering Unmasked Estep 
Score: -18612170.000000 Penalty: 2913.867676
	Iteration 0F: 2 clusters Score -1.861217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -18529504.000000 Penalty: 5827.735352
	Iteration 0F: 3 clusters Score -1.85295e+07 nChanged 60232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -18564100.000000 Penalty: 5827.735352
	Iteration 1F: 3 clusters Score -1.85641e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -18565146.000000 Penalty: 5827.735352
	Iteration 2Q: 3 clusters Score -1.856515e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -18566872.000000 Penalty: 5827.735352
	Iteration 3Q: 3 clusters Score -1.856687e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -18569476.000000 Penalty: 5827.735352
	Iteration 4Q: 3 clusters Score -1.856948e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -18573830.000000 Penalty: 5827.735352
	Iteration 5F: 3 clusters Score -1.857383e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -18580994.000000 Penalty: 5827.735352
	Iteration 6F: 3 clusters Score -1.858099e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 103010 members 
Entering Unmasked Estep 
Score: -18590050.000000 Penalty: 5827.735352
	Iteration 7F: 3 clusters Score -1.859005e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -18598246.000000 Penalty: 5827.735352
	Iteration 8F: 3 clusters Score -1.859825e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -18603310.000000 Penalty: 5827.735352
	Iteration 9Q: 3 clusters Score -1.860331e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -18606056.000000 Penalty: 5827.735352
	Iteration 10Q: 3 clusters Score -1.860606e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -18607624.000000 Penalty: 5827.735352
	Iteration 11Q: 3 clusters Score -1.860762e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -18608442.000000 Penalty: 5827.735352
	Iteration 12Q: 3 clusters Score -1.860844e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -18608950.000000 Penalty: 5827.735352
	Iteration 13Q: 3 clusters Score -1.860895e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 124518 members 
Entering Unmasked Estep 
Score: -18609262.000000 Penalty: 5827.735352
	Iteration 14Q: 3 clusters Score -1.860926e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -18609484.000000 Penalty: 5827.735352
	Iteration 15Q: 3 clusters Score -1.860948e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -18609570.000000 Penalty: 5827.735352
	Iteration 16Q: 3 clusters Score -1.860957e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -18609610.000000 Penalty: 5827.735352
	Iteration 17Q: 3 clusters Score -1.860961e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -18609660.000000 Penalty: 5827.735352
	Iteration 18Q: 3 clusters Score -1.860966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -18609684.000000 Penalty: 5827.735352
	Iteration 19Q: 3 clusters Score -1.860968e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -18609714.000000 Penalty: 5827.735352
	Iteration 20F: 3 clusters Score -1.860971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 125370 members 
Entering Unmasked Estep 
Score: -18609760.000000 Penalty: 5827.735352
	Iteration 21Q: 3 clusters Score -1.860976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -18609776.000000 Penalty: 5827.735352
	Iteration 22Q: 3 clusters Score -1.860978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -18609790.000000 Penalty: 5827.735352
	Iteration 23Q: 3 clusters Score -1.860979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -18609782.000000 Penalty: 5827.735352
	Iteration 24Q: 3 clusters Score -1.860978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -18609802.000000 Penalty: 5827.735352
	Iteration 25Q: 3 clusters Score -1.86098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -18609818.000000 Penalty: 5827.735352
	Iteration 26Q: 3 clusters Score -1.860982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -18609830.000000 Penalty: 5827.735352
	Iteration 27Q: 3 clusters Score -1.860983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 125495 members 
Entering Unmasked Estep 
Score: -18609812.000000 Penalty: 5827.735352
	Iteration 28Q: 3 clusters Score -1.860981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -18609824.000000 Penalty: 5827.735352
	Iteration 29Q: 3 clusters Score -1.860982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -18609826.000000 Penalty: 5827.735352
	Iteration 30Q: 3 clusters Score -1.860983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -18609826.000000 Penalty: 5827.735352
	Iteration 31Q: 3 clusters Score -1.860983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -18609836.000000 Penalty: 5827.735352
	Iteration 32Q: 3 clusters Score -1.860984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -18609844.000000 Penalty: 5827.735352
	Iteration 33Q: 3 clusters Score -1.860984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -18609856.000000 Penalty: 5827.735352
	Iteration 34Q: 3 clusters Score -1.860986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -18609856.000000 Penalty: 5827.735352
	Iteration 35Q: 3 clusters Score -1.860986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -18609858.000000 Penalty: 5827.735352
	Iteration 36Q: 3 clusters Score -1.860986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -18609858.000000 Penalty: 5827.735352
	Iteration 37F: 3 clusters Score -1.860986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -1241091.125000 Penalty: 2251.869385
	Iteration 0F: 2 clusters Score -1241091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1234237.625000 Penalty: 4503.738770
	Iteration 0F: 3 clusters Score -1234238 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1236084.250000 Penalty: 4503.738770
	Iteration 1F: 3 clusters Score -1236084 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1236390.625000 Penalty: 4503.738770
	Iteration 2F: 3 clusters Score -1236391 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1236619.000000 Penalty: 4503.738770
	Iteration 3F: 3 clusters Score -1236619 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1236797.375000 Penalty: 4503.738770
	Iteration 4Q: 3 clusters Score -1236797 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1236945.500000 Penalty: 4503.738770
	Iteration 5Q: 3 clusters Score -1236946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1237074.500000 Penalty: 4503.738770
	Iteration 6Q: 3 clusters Score -1237074 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1237196.875000 Penalty: 4503.738770
	Iteration 7Q: 3 clusters Score -1237197 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1237344.750000 Penalty: 4503.738770
	Iteration 8Q: 3 clusters Score -1237345 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1237519.250000 Penalty: 4503.738770
	Iteration 9Q: 3 clusters Score -1237519 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1237710.500000 Penalty: 4503.738770
	Iteration 10Q: 3 clusters Score -1237710 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1237934.625000 Penalty: 4503.738770
	Iteration 11Q: 3 clusters Score -1237935 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1238178.750000 Penalty: 4503.738770
	Iteration 12Q: 3 clusters Score -1238179 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1238455.125000 Penalty: 4503.738770
	Iteration 13Q: 3 clusters Score -1238455 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1238747.000000 Penalty: 4503.738770
	Iteration 14Q: 3 clusters Score -1238747 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1239003.500000 Penalty: 4503.738770
	Iteration 15Q: 3 clusters Score -1239004 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1239232.625000 Penalty: 4503.738770
	Iteration 16Q: 3 clusters Score -1239233 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1239396.500000 Penalty: 4503.738770
	Iteration 17Q: 3 clusters Score -1239396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1239486.000000 Penalty: 4503.738770
	Iteration 18Q: 3 clusters Score -1239486 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1239537.250000 Penalty: 4503.738770
	Iteration 19Q: 3 clusters Score -1239537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1239570.125000 Penalty: 4503.738770
	Iteration 20F: 3 clusters Score -1239570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1239601.250000 Penalty: 4503.738770
	Iteration 21Q: 3 clusters Score -1239601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1239631.500000 Penalty: 4503.738770
	Iteration 22Q: 3 clusters Score -1239632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1239655.875000 Penalty: 4503.738770
	Iteration 23Q: 3 clusters Score -1239656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1239670.625000 Penalty: 4503.738770
	Iteration 24Q: 3 clusters Score -1239671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1239687.375000 Penalty: 4503.738770
	Iteration 25Q: 3 clusters Score -1239687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1239704.750000 Penalty: 4503.738770
	Iteration 26Q: 3 clusters Score -1239705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1239715.625000 Penalty: 4503.738770
	Iteration 27Q: 3 clusters Score -1239716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1239722.750000 Penalty: 4503.738770
	Iteration 28Q: 3 clusters Score -1239723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1239732.375000 Penalty: 4503.738770
	Iteration 29Q: 3 clusters Score -1239732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1239736.500000 Penalty: 4503.738770
	Iteration 30Q: 3 clusters Score -1239736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1239745.125000 Penalty: 4503.738770
	Iteration 31Q: 3 clusters Score -1239745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1239751.250000 Penalty: 4503.738770
	Iteration 32Q: 3 clusters Score -1239751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1239757.000000 Penalty: 4503.738770
	Iteration 33Q: 3 clusters Score -1239757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1239760.250000 Penalty: 4503.738770
	Iteration 34Q: 3 clusters Score -1239760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1239769.250000 Penalty: 4503.738770
	Iteration 35Q: 3 clusters Score -1239769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1239773.250000 Penalty: 4503.738770
	Iteration 36Q: 3 clusters Score -1239773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1239780.875000 Penalty: 4503.738770
	Iteration 37Q: 3 clusters Score -1239781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1239784.000000 Penalty: 4503.738770
	Iteration 38Q: 3 clusters Score -1239784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1239785.375000 Penalty: 4503.738770
	Iteration 39Q: 3 clusters Score -1239785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1239789.250000 Penalty: 4503.738770
	Iteration 40F: 3 clusters Score -1239789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1239794.125000 Penalty: 4503.738770
	Iteration 41Q: 3 clusters Score -1239794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1239796.625000 Penalty: 4503.738770
	Iteration 42Q: 3 clusters Score -1239797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1239798.500000 Penalty: 4503.738770
	Iteration 43Q: 3 clusters Score -1239798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1239804.375000 Penalty: 4503.738770
	Iteration 44Q: 3 clusters Score -1239804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1239807.000000 Penalty: 4503.738770
	Iteration 45Q: 3 clusters Score -1239807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1239810.250000 Penalty: 4503.738770
	Iteration 46Q: 3 clusters Score -1239810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1239814.625000 Penalty: 4503.738770
	Iteration 47Q: 3 clusters Score -1239815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1239814.500000 Penalty: 4503.738770
	Iteration 48Q: 3 clusters Score -1239814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1239818.250000 Penalty: 4503.738770
	Iteration 49Q: 3 clusters Score -1239818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1239822.000000 Penalty: 4503.738770
	Iteration 50Q: 3 clusters Score -1239822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1239825.125000 Penalty: 4503.738770
	Iteration 51Q: 3 clusters Score -1239825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1239830.125000 Penalty: 4503.738770
	Iteration 52Q: 3 clusters Score -1239830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1239831.500000 Penalty: 4503.738770
	Iteration 53Q: 3 clusters Score -1239832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1239842.625000 Penalty: 4503.738770
	Iteration 54Q: 3 clusters Score -1239843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1239851.750000 Penalty: 4503.738770
	Iteration 55Q: 3 clusters Score -1239852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1239863.875000 Penalty: 4503.738770
	Iteration 56Q: 3 clusters Score -1239864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1239874.250000 Penalty: 4503.738770
	Iteration 57Q: 3 clusters Score -1239874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1239886.875000 Penalty: 4503.738770
	Iteration 58Q: 3 clusters Score -1239887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1239899.125000 Penalty: 4503.738770
	Iteration 59Q: 3 clusters Score -1239899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1239913.875000 Penalty: 4503.738770
	Iteration 60F: 3 clusters Score -1239914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1239927.625000 Penalty: 4503.738770
	Iteration 61Q: 3 clusters Score -1239928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1239944.000000 Penalty: 4503.738770
	Iteration 62Q: 3 clusters Score -1239944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1239947.750000 Penalty: 4503.738770
	Iteration 63Q: 3 clusters Score -1239948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1239953.625000 Penalty: 4503.738770
	Iteration 64Q: 3 clusters Score -1239954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1239959.375000 Penalty: 4503.738770
	Iteration 65Q: 3 clusters Score -1239959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1239965.250000 Penalty: 4503.738770
	Iteration 66Q: 3 clusters Score -1239965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1239965.500000 Penalty: 4503.738770
	Iteration 67Q: 3 clusters Score -1239966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1239971.750000 Penalty: 4503.738770
	Iteration 68Q: 3 clusters Score -1239972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1239972.000000 Penalty: 4503.738770
	Iteration 69Q: 3 clusters Score -1239972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1239973.625000 Penalty: 4503.738770
	Iteration 70Q: 3 clusters Score -1239974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1239973.375000 Penalty: 4503.738770
	Iteration 71Q: 3 clusters Score -1239973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1239978.250000 Penalty: 4503.738770
	Iteration 72Q: 3 clusters Score -1239978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1239978.500000 Penalty: 4503.738770
	Iteration 73Q: 3 clusters Score -1239978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1239980.250000 Penalty: 4503.738770
	Iteration 74Q: 3 clusters Score -1239980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1239978.375000 Penalty: 4503.738770
	Iteration 75Q: 3 clusters Score -1239978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1239980.125000 Penalty: 4503.738770
	Iteration 76Q: 3 clusters Score -1239980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1239982.750000 Penalty: 4503.738770
	Iteration 77Q: 3 clusters Score -1239983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1239983.000000 Penalty: 4503.738770
	Iteration 78Q: 3 clusters Score -1239983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1239985.375000 Penalty: 4503.738770
	Iteration 79Q: 3 clusters Score -1239985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1239987.250000 Penalty: 4503.738770
	Iteration 80F: 3 clusters Score -1239987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1239986.750000 Penalty: 4503.738770
	Iteration 81Q: 3 clusters Score -1239987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1239986.750000 Penalty: 4503.738770
	Iteration 82Q: 3 clusters Score -1239987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1239985.000000 Penalty: 4503.738770
	Iteration 83Q: 3 clusters Score -1239985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1239985.000000 Penalty: 4503.738770
	Iteration 84F: 3 clusters Score -1239985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -6043969.500000 Penalty: 2640.619629
	Iteration 0F: 2 clusters Score -6043970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -6015384.000000 Penalty: 5281.239258
	Iteration 0F: 3 clusters Score -6015384 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -6026054.500000 Penalty: 5281.239258
	Iteration 1F: 3 clusters Score -6026054 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -6026581.500000 Penalty: 5281.239258
	Iteration 2Q: 3 clusters Score -6026582 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6027098.000000 Penalty: 5281.239258
	Iteration 3Q: 3 clusters Score -6027098 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -6027576.500000 Penalty: 5281.239258
	Iteration 4Q: 3 clusters Score -6027576 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -6028142.000000 Penalty: 5281.239258
	Iteration 5Q: 3 clusters Score -6028142 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -6028764.000000 Penalty: 5281.239258
	Iteration 6Q: 3 clusters Score -6028764 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6029598.000000 Penalty: 5281.239258
	Iteration 7Q: 3 clusters Score -6029598 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6030690.000000 Penalty: 5281.239258
	Iteration 8F: 3 clusters Score -6030690 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -6031981.500000 Penalty: 5281.239258
	Iteration 9F: 3 clusters Score -6031982 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6033500.000000 Penalty: 5281.239258
	Iteration 10F: 3 clusters Score -6033500 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6035147.000000 Penalty: 5281.239258
	Iteration 11F: 3 clusters Score -6035147 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -6036874.500000 Penalty: 5281.239258
	Iteration 12F: 3 clusters Score -6036874 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6038502.000000 Penalty: 5281.239258
	Iteration 13Q: 3 clusters Score -6038502 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6039871.500000 Penalty: 5281.239258
	Iteration 14Q: 3 clusters Score -6039872 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6040787.500000 Penalty: 5281.239258
	Iteration 15Q: 3 clusters Score -6040788 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6041275.500000 Penalty: 5281.239258
	Iteration 16Q: 3 clusters Score -6041276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6041491.000000 Penalty: 5281.239258
	Iteration 17Q: 3 clusters Score -6041491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6041603.000000 Penalty: 5281.239258
	Iteration 18Q: 3 clusters Score -6041603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6041658.500000 Penalty: 5281.239258
	Iteration 19Q: 3 clusters Score -6041658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6041684.000000 Penalty: 5281.239258
	Iteration 20F: 3 clusters Score -6041684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6041713.000000 Penalty: 5281.239258
	Iteration 21Q: 3 clusters Score -6041713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6041738.000000 Penalty: 5281.239258
	Iteration 22Q: 3 clusters Score -6041738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6041741.500000 Penalty: 5281.239258
	Iteration 23Q: 3 clusters Score -6041742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6041754.000000 Penalty: 5281.239258
	Iteration 24Q: 3 clusters Score -6041754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6041760.500000 Penalty: 5281.239258
	Iteration 25Q: 3 clusters Score -6041760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6041767.000000 Penalty: 5281.239258
	Iteration 26Q: 3 clusters Score -6041767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6041766.500000 Penalty: 5281.239258
	Iteration 27Q: 3 clusters Score -6041766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6041771.000000 Penalty: 5281.239258
	Iteration 28Q: 3 clusters Score -6041771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6041778.500000 Penalty: 5281.239258
	Iteration 29Q: 3 clusters Score -6041778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6041785.000000 Penalty: 5281.239258
	Iteration 30Q: 3 clusters Score -6041785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6041796.000000 Penalty: 5281.239258
	Iteration 31Q: 3 clusters Score -6041796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6041789.500000 Penalty: 5281.239258
	Iteration 32Q: 3 clusters Score -6041790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6041797.500000 Penalty: 5281.239258
	Iteration 33Q: 3 clusters Score -6041798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6041799.000000 Penalty: 5281.239258
	Iteration 34Q: 3 clusters Score -6041799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6041800.500000 Penalty: 5281.239258
	Iteration 35Q: 3 clusters Score -6041800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6041800.500000 Penalty: 5281.239258
	Iteration 36F: 3 clusters Score -6041800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Entering Unmasked Estep 
Score: -4927161.500000 Penalty: 2582.546387
	Iteration 0F: 2 clusters Score -4927162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4904406.500000 Penalty: 5165.092773
	Iteration 0F: 3 clusters Score -4904406 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4912733.000000 Penalty: 5165.092773
	Iteration 1F: 3 clusters Score -4912733 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4913311.500000 Penalty: 5165.092773
	Iteration 2Q: 3 clusters Score -4913312 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4913951.000000 Penalty: 5165.092773
	Iteration 3Q: 3 clusters Score -4913951 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4914768.500000 Penalty: 5165.092773
	Iteration 4Q: 3 clusters Score -4914768 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4916020.500000 Penalty: 5165.092773
	Iteration 5F: 3 clusters Score -4916020 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -4917711.500000 Penalty: 5165.092773
	Iteration 6F: 3 clusters Score -4917712 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4919788.000000 Penalty: 5165.092773
	Iteration 7F: 3 clusters Score -4919788 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -4921782.500000 Penalty: 5165.092773
	Iteration 8F: 3 clusters Score -4921782 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4923227.500000 Penalty: 5165.092773
	Iteration 9Q: 3 clusters Score -4923228 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4923997.000000 Penalty: 5165.092773
	Iteration 10Q: 3 clusters Score -4923997 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4924437.000000 Penalty: 5165.092773
	Iteration 11Q: 3 clusters Score -4924437 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4924659.500000 Penalty: 5165.092773
	Iteration 12Q: 3 clusters Score -4924660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4924803.500000 Penalty: 5165.092773
	Iteration 13Q: 3 clusters Score -4924804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4924877.500000 Penalty: 5165.092773
	Iteration 14Q: 3 clusters Score -4924878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4924932.000000 Penalty: 5165.092773
	Iteration 15Q: 3 clusters Score -4924932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4924964.500000 Penalty: 5165.092773
	Iteration 16Q: 3 clusters Score -4924964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4924984.500000 Penalty: 5165.092773
	Iteration 17Q: 3 clusters Score -4924984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4925000.500000 Penalty: 5165.092773
	Iteration 18Q: 3 clusters Score -4925000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4925022.000000 Penalty: 5165.092773
	Iteration 19Q: 3 clusters Score -4925022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4925044.000000 Penalty: 5165.092773
	Iteration 20F: 3 clusters Score -4925044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4925057.500000 Penalty: 5165.092773
	Iteration 21Q: 3 clusters Score -4925058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4925063.000000 Penalty: 5165.092773
	Iteration 22Q: 3 clusters Score -4925063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4925064.000000 Penalty: 5165.092773
	Iteration 23Q: 3 clusters Score -4925064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4925072.000000 Penalty: 5165.092773
	Iteration 24Q: 3 clusters Score -4925072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4925066.500000 Penalty: 5165.092773
	Iteration 25Q: 3 clusters Score -4925066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4925069.500000 Penalty: 5165.092773
	Iteration 26Q: 3 clusters Score -4925070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4925071.500000 Penalty: 5165.092773
	Iteration 27Q: 3 clusters Score -4925072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4925076.500000 Penalty: 5165.092773
	Iteration 28Q: 3 clusters Score -4925076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4925081.500000 Penalty: 5165.092773
	Iteration 29Q: 3 clusters Score -4925082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4925082.000000 Penalty: 5165.092773
	Iteration 30Q: 3 clusters Score -4925082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4925082.000000 Penalty: 5165.092773
	Iteration 31Q: 3 clusters Score -4925082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4925082.000000 Penalty: 5165.092773
	Iteration 32F: 3 clusters Score -4925082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Entering Unmasked Estep 
Score: -5169978.000000 Penalty: 2593.649414
	Iteration 0F: 2 clusters Score -5169978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5146183.000000 Penalty: 5187.298828
	Iteration 0F: 3 clusters Score -5146183 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5154714.500000 Penalty: 5187.298828
	Iteration 1F: 3 clusters Score -5154714 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5155179.000000 Penalty: 5187.298828
	Iteration 2Q: 3 clusters Score -5155179 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5155594.000000 Penalty: 5187.298828
	Iteration 3Q: 3 clusters Score -5155594 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5155959.500000 Penalty: 5187.298828
	Iteration 4Q: 3 clusters Score -5155960 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -5156342.500000 Penalty: 5187.298828
	Iteration 5Q: 3 clusters Score -5156342 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5156729.500000 Penalty: 5187.298828
	Iteration 6Q: 3 clusters Score -5156730 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5157210.000000 Penalty: 5187.298828
	Iteration 7Q: 3 clusters Score -5157210 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5157860.500000 Penalty: 5187.298828
	Iteration 8Q: 3 clusters Score -5157860 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5158794.000000 Penalty: 5187.298828
	Iteration 9Q: 3 clusters Score -5158794 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -5160055.500000 Penalty: 5187.298828
	Iteration 10F: 3 clusters Score -5160056 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5161621.000000 Penalty: 5187.298828
	Iteration 11F: 3 clusters Score -5161621 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -5163318.500000 Penalty: 5187.298828
	Iteration 12F: 3 clusters Score -5163318 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5164526.000000 Penalty: 5187.298828
	Iteration 13Q: 3 clusters Score -5164526 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5165157.500000 Penalty: 5187.298828
	Iteration 14Q: 3 clusters Score -5165158 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5165480.000000 Penalty: 5187.298828
	Iteration 15Q: 3 clusters Score -5165480 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5165702.000000 Penalty: 5187.298828
	Iteration 16Q: 3 clusters Score -5165702 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -5165892.500000 Penalty: 5187.298828
	Iteration 17Q: 3 clusters Score -5165892 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5165992.500000 Penalty: 5187.298828
	Iteration 18Q: 3 clusters Score -5165992 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5166131.500000 Penalty: 5187.298828
	Iteration 19Q: 3 clusters Score -5166132 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5166238.500000 Penalty: 5187.298828
	Iteration 20F: 3 clusters Score -5166238 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5166324.000000 Penalty: 5187.298828
	Iteration 21Q: 3 clusters Score -5166324 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5166435.500000 Penalty: 5187.298828
	Iteration 22Q: 3 clusters Score -5166436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5166522.000000 Penalty: 5187.298828
	Iteration 23Q: 3 clusters Score -5166522 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5166589.500000 Penalty: 5187.298828
	Iteration 24Q: 3 clusters Score -5166590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5166656.000000 Penalty: 5187.298828
	Iteration 25Q: 3 clusters Score -5166656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5166700.000000 Penalty: 5187.298828
	Iteration 26Q: 3 clusters Score -5166700 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5166776.500000 Penalty: 5187.298828
	Iteration 27Q: 3 clusters Score -5166776 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5166844.000000 Penalty: 5187.298828
	Iteration 28Q: 3 clusters Score -5166844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5166928.000000 Penalty: 5187.298828
	Iteration 29Q: 3 clusters Score -5166928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5167005.000000 Penalty: 5187.298828
	Iteration 30Q: 3 clusters Score -5167005 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5167055.500000 Penalty: 5187.298828
	Iteration 31Q: 3 clusters Score -5167056 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5167100.500000 Penalty: 5187.298828
	Iteration 32Q: 3 clusters Score -5167100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5167135.500000 Penalty: 5187.298828
	Iteration 33Q: 3 clusters Score -5167136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5167169.500000 Penalty: 5187.298828
	Iteration 34Q: 3 clusters Score -5167170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5167205.500000 Penalty: 5187.298828
	Iteration 35Q: 3 clusters Score -5167206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5167249.000000 Penalty: 5187.298828
	Iteration 36Q: 3 clusters Score -5167249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5167284.000000 Penalty: 5187.298828
	Iteration 37Q: 3 clusters Score -5167284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5167298.000000 Penalty: 5187.298828
	Iteration 38Q: 3 clusters Score -5167298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5167334.000000 Penalty: 5187.298828
	Iteration 39Q: 3 clusters Score -5167334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5167337.000000 Penalty: 5187.298828
	Iteration 40F: 3 clusters Score -5167337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5167356.000000 Penalty: 5187.298828
	Iteration 41Q: 3 clusters Score -5167356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5167365.500000 Penalty: 5187.298828
	Iteration 42Q: 3 clusters Score -5167366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5167390.000000 Penalty: 5187.298828
	Iteration 43Q: 3 clusters Score -5167390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5167402.000000 Penalty: 5187.298828
	Iteration 44Q: 3 clusters Score -5167402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5167402.000000 Penalty: 5187.298828
	Iteration 45Q: 3 clusters Score -5167402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5167418.000000 Penalty: 5187.298828
	Iteration 46Q: 3 clusters Score -5167418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5167414.500000 Penalty: 5187.298828
	Iteration 47Q: 3 clusters Score -5167414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5167419.500000 Penalty: 5187.298828
	Iteration 48Q: 3 clusters Score -5167420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5167445.000000 Penalty: 5187.298828
	Iteration 49Q: 3 clusters Score -5167445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5167446.500000 Penalty: 5187.298828
	Iteration 50Q: 3 clusters Score -5167446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5167447.000000 Penalty: 5187.298828
	Iteration 51Q: 3 clusters Score -5167447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5167457.000000 Penalty: 5187.298828
	Iteration 52Q: 3 clusters Score -5167457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5167464.500000 Penalty: 5187.298828
	Iteration 53Q: 3 clusters Score -5167464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5167464.500000 Penalty: 5187.298828
	Iteration 54Q: 3 clusters Score -5167464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5167470.500000 Penalty: 5187.298828
	Iteration 55Q: 3 clusters Score -5167470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5167483.000000 Penalty: 5187.298828
	Iteration 56Q: 3 clusters Score -5167483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5167492.500000 Penalty: 5187.298828
	Iteration 57Q: 3 clusters Score -5167492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5167504.000000 Penalty: 5187.298828
	Iteration 58Q: 3 clusters Score -5167504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5167509.000000 Penalty: 5187.298828
	Iteration 59Q: 3 clusters Score -5167509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5167520.500000 Penalty: 5187.298828
	Iteration 60F: 3 clusters Score -5167520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5167528.000000 Penalty: 5187.298828
	Iteration 61Q: 3 clusters Score -5167528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5167540.500000 Penalty: 5187.298828
	Iteration 62Q: 3 clusters Score -5167540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5167543.500000 Penalty: 5187.298828
	Iteration 63Q: 3 clusters Score -5167544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5167552.000000 Penalty: 5187.298828
	Iteration 64Q: 3 clusters Score -5167552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5167560.000000 Penalty: 5187.298828
	Iteration 65Q: 3 clusters Score -5167560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5167577.000000 Penalty: 5187.298828
	Iteration 66Q: 3 clusters Score -5167577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5167593.000000 Penalty: 5187.298828
	Iteration 67Q: 3 clusters Score -5167593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5167606.500000 Penalty: 5187.298828
	Iteration 68Q: 3 clusters Score -5167606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5167621.500000 Penalty: 5187.298828
	Iteration 69Q: 3 clusters Score -5167622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5167638.000000 Penalty: 5187.298828
	Iteration 70Q: 3 clusters Score -5167638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5167651.500000 Penalty: 5187.298828
	Iteration 71Q: 3 clusters Score -5167652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5167661.500000 Penalty: 5187.298828
	Iteration 72Q: 3 clusters Score -5167662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5167670.500000 Penalty: 5187.298828
	Iteration 73Q: 3 clusters Score -5167670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5167681.500000 Penalty: 5187.298828
	Iteration 74Q: 3 clusters Score -5167682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5167687.000000 Penalty: 5187.298828
	Iteration 75Q: 3 clusters Score -5167687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5167689.000000 Penalty: 5187.298828
	Iteration 76Q: 3 clusters Score -5167689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5167701.500000 Penalty: 5187.298828
	Iteration 77Q: 3 clusters Score -5167702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5167707.500000 Penalty: 5187.298828
	Iteration 78Q: 3 clusters Score -5167708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5167714.000000 Penalty: 5187.298828
	Iteration 79Q: 3 clusters Score -5167714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5167709.500000 Penalty: 5187.298828
	Iteration 80F: 3 clusters Score -5167710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5167706.500000 Penalty: 5187.298828
	Iteration 81Q: 3 clusters Score -5167706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5167711.000000 Penalty: 5187.298828
	Iteration 82Q: 3 clusters Score -5167711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5167713.000000 Penalty: 5187.298828
	Iteration 83Q: 3 clusters Score -5167713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5167717.000000 Penalty: 5187.298828
	Iteration 84Q: 3 clusters Score -5167717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5167715.000000 Penalty: 5187.298828
	Iteration 85Q: 3 clusters Score -5167715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5167711.500000 Penalty: 5187.298828
	Iteration 86Q: 3 clusters Score -5167712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5167706.000000 Penalty: 5187.298828
	Iteration 87Q: 3 clusters Score -5167706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5167712.000000 Penalty: 5187.298828
	Iteration 88Q: 3 clusters Score -5167712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5167712.500000 Penalty: 5187.298828
	Iteration 89Q: 3 clusters Score -5167712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5167712.500000 Penalty: 5187.298828
	Iteration 90Q: 3 clusters Score -5167712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5167710.500000 Penalty: 5187.298828
	Iteration 91Q: 3 clusters Score -5167710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5167710.500000 Penalty: 5187.298828
	Iteration 92F: 3 clusters Score -5167710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -83267.398438 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -83267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81697.976562 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -81697.98 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82427.390625 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -82427.39 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83199.460938 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -83199.46 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83720.960938 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -83720.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -83948.375000 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -83948.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -83979.546875 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -83979.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -83989.546875 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -83989.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -83989.546875 Penalty: 3314.325684
	Iteration 7F: 3 clusters Score -83989.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 126686 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33306 members 
Mstep: Class 9 contains 34831 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 28262 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22329 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98244 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196549 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 151 members 
Entering Unmasked Estep 
Score: -128966392.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128967424.000000 to -128966392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Entering Unmasked Estep 
Score: -5550573.000000 Penalty: 2628.566162
	Iteration 0F: 2 clusters Score -5550573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5523336.500000 Penalty: 5257.132324
	Iteration 0F: 3 clusters Score -5523336 nChanged 18387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5533488.000000 Penalty: 5257.132324
	Iteration 1F: 3 clusters Score -5533488 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5534293.500000 Penalty: 5257.132324
	Iteration 2Q: 3 clusters Score -5534294 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5535288.500000 Penalty: 5257.132324
	Iteration 3F: 3 clusters Score -5535288 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5536469.500000 Penalty: 5257.132324
	Iteration 4F: 3 clusters Score -5536470 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5537870.000000 Penalty: 5257.132324
	Iteration 5F: 3 clusters Score -5537870 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5539503.000000 Penalty: 5257.132324
	Iteration 6F: 3 clusters Score -5539503 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5541196.000000 Penalty: 5257.132324
	Iteration 7F: 3 clusters Score -5541196 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -5542772.000000 Penalty: 5257.132324
	Iteration 8F: 3 clusters Score -5542772 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -5544202.500000 Penalty: 5257.132324
	Iteration 9Q: 3 clusters Score -5544202 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5545330.000000 Penalty: 5257.132324
	Iteration 10Q: 3 clusters Score -5545330 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -5546126.500000 Penalty: 5257.132324
	Iteration 11Q: 3 clusters Score -5546126 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -5546694.000000 Penalty: 5257.132324
	Iteration 12Q: 3 clusters Score -5546694 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5547163.500000 Penalty: 5257.132324
	Iteration 13Q: 3 clusters Score -5547164 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5547488.500000 Penalty: 5257.132324
	Iteration 14Q: 3 clusters Score -5547488 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5547770.000000 Penalty: 5257.132324
	Iteration 15Q: 3 clusters Score -5547770 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5547995.500000 Penalty: 5257.132324
	Iteration 16Q: 3 clusters Score -5547996 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5548158.500000 Penalty: 5257.132324
	Iteration 17Q: 3 clusters Score -5548158 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5548345.000000 Penalty: 5257.132324
	Iteration 18Q: 3 clusters Score -5548345 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5548483.000000 Penalty: 5257.132324
	Iteration 19Q: 3 clusters Score -5548483 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5548603.000000 Penalty: 5257.132324
	Iteration 20F: 3 clusters Score -5548603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5548687.500000 Penalty: 5257.132324
	Iteration 21Q: 3 clusters Score -5548688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5548759.500000 Penalty: 5257.132324
	Iteration 22Q: 3 clusters Score -5548760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5548809.500000 Penalty: 5257.132324
	Iteration 23Q: 3 clusters Score -5548810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5548846.500000 Penalty: 5257.132324
	Iteration 24Q: 3 clusters Score -5548846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5548865.000000 Penalty: 5257.132324
	Iteration 25Q: 3 clusters Score -5548865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5548887.500000 Penalty: 5257.132324
	Iteration 26Q: 3 clusters Score -5548888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5548896.500000 Penalty: 5257.132324
	Iteration 27Q: 3 clusters Score -5548896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5548910.000000 Penalty: 5257.132324
	Iteration 28Q: 3 clusters Score -5548910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5548919.000000 Penalty: 5257.132324
	Iteration 29Q: 3 clusters Score -5548919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5548923.000000 Penalty: 5257.132324
	Iteration 30Q: 3 clusters Score -5548923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5548926.500000 Penalty: 5257.132324
	Iteration 31Q: 3 clusters Score -5548926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5548937.000000 Penalty: 5257.132324
	Iteration 32Q: 3 clusters Score -5548937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5548938.000000 Penalty: 5257.132324
	Iteration 33Q: 3 clusters Score -5548938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5548948.000000 Penalty: 5257.132324
	Iteration 34Q: 3 clusters Score -5548948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5548944.500000 Penalty: 5257.132324
	Iteration 35Q: 3 clusters Score -5548944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5548935.500000 Penalty: 5257.132324
	Iteration 36Q: 3 clusters Score -5548936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5548938.000000 Penalty: 5257.132324
	Iteration 37Q: 3 clusters Score -5548938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5548934.500000 Penalty: 5257.132324
	Iteration 38Q: 3 clusters Score -5548934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5548937.500000 Penalty: 5257.132324
	Iteration 39Q: 3 clusters Score -5548938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5548936.500000 Penalty: 5257.132324
	Iteration 40F: 3 clusters Score -5548936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5548945.000000 Penalty: 5257.132324
	Iteration 41Q: 3 clusters Score -5548945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5548941.500000 Penalty: 5257.132324
	Iteration 42Q: 3 clusters Score -5548942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5548945.500000 Penalty: 5257.132324
	Iteration 43Q: 3 clusters Score -5548946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5548943.000000 Penalty: 5257.132324
	Iteration 44Q: 3 clusters Score -5548943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5548945.500000 Penalty: 5257.132324
	Iteration 45Q: 3 clusters Score -5548946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5548945.500000 Penalty: 5257.132324
	Iteration 46Q: 3 clusters Score -5548946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5548947.500000 Penalty: 5257.132324
	Iteration 47Q: 3 clusters Score -5548948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5548947.500000 Penalty: 5257.132324
	Iteration 48F: 3 clusters Score -5548948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -4195424.000000 Penalty: 2541.819824
	Iteration 0F: 2 clusters Score -4195424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4176049.750000 Penalty: 5083.639648
	Iteration 0F: 3 clusters Score -4176050 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4182906.250000 Penalty: 5083.639648
	Iteration 1F: 3 clusters Score -4182906 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4183329.500000 Penalty: 5083.639648
	Iteration 2Q: 3 clusters Score -4183330 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4183681.000000 Penalty: 5083.639648
	Iteration 3Q: 3 clusters Score -4183681 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4183999.250000 Penalty: 5083.639648
	Iteration 4Q: 3 clusters Score -4183999 nChanged 1021
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Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13850 members 
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Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4184672 nChanged 1005
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Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 13103 members 
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Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 12783 members 
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Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12416 members 
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Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 11960 members 
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Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 11385 members 
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	Iteration 12Q: 3 clusters Score -4187860 nChanged 1249
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Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4188618 nChanged 1122
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Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 10186 members 
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	Iteration 14Q: 3 clusters Score -4189255 nChanged 933
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Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 9675 members 
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	Iteration 15Q: 3 clusters Score -4189746 nChanged 716
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Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4190088 nChanged 624
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Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4190375 nChanged 542
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Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 8203 members 
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	Iteration 18Q: 3 clusters Score -4190652 nChanged 534
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Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 7709 members 
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	Iteration 19Q: 3 clusters Score -4190910 nChanged 518
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Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 7229 members 
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	Iteration 20F: 3 clusters Score -4191129 nChanged 476
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Mstep: Class 2 contains 6781 members 
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	Iteration 21Q: 3 clusters Score -4191323 nChanged 433
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Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 6368 members 
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Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 5982 members 
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	Iteration 23Q: 3 clusters Score -4191657 nChanged 374
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Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5616 members 
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	Iteration 24Q: 3 clusters Score -4191824 nChanged 330
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Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 5292 members 
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	Iteration 25Q: 3 clusters Score -4191928 nChanged 294
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Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 4998 members 
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	Iteration 26Q: 3 clusters Score -4192034 nChanged 257
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Mstep: Class 1 contains 23511 members 
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	Iteration 27Q: 3 clusters Score -4192115 nChanged 223
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Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4528 members 
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	Iteration 28Q: 3 clusters Score -4192185 nChanged 229
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Mstep: Class 1 contains 23961 members 
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	Iteration 29Q: 3 clusters Score -4192261 nChanged 205
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Mstep: Class 1 contains 24164 members 
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	Iteration 30Q: 3 clusters Score -4192340 nChanged 202
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	Iteration 31Q: 3 clusters Score -4192393 nChanged 171
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Mstep: Class 1 contains 24535 members 
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	Iteration 32Q: 3 clusters Score -4192440 nChanged 155
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	Iteration 33Q: 3 clusters Score -4192496 nChanged 152
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	Iteration 34Q: 3 clusters Score -4192536 nChanged 147
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	Iteration 35Q: 3 clusters Score -4192570 nChanged 126
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	Iteration 36Q: 3 clusters Score -4192610 nChanged 105
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	Iteration 37Q: 3 clusters Score -4192652 nChanged 98
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	Iteration 38Q: 3 clusters Score -4192688 nChanged 102
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	Iteration 39Q: 3 clusters Score -4192702 nChanged 90
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	Iteration 40F: 3 clusters Score -4192739 nChanged 73
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Mstep: Class 1 contains 25581 members 
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	Iteration 41Q: 3 clusters Score -4192758 nChanged 82
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	Iteration 42Q: 3 clusters Score -4192786 nChanged 79
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Mstep: Class 1 contains 25738 members 
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	Iteration 43Q: 3 clusters Score -4192786 nChanged 64
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	Iteration 44Q: 3 clusters Score -4192787 nChanged 53
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Mstep: Class 1 contains 25851 members 
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	Iteration 45Q: 3 clusters Score -4192807 nChanged 51
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	Iteration 46Q: 3 clusters Score -4192829 nChanged 58
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Mstep: Class 1 contains 25960 members 
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	Iteration 47Q: 3 clusters Score -4192830 nChanged 59
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Mstep: Class 1 contains 26019 members 
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	Iteration 48Q: 3 clusters Score -4192850 nChanged 55
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Mstep: Class 1 contains 26074 members 
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	Iteration 49Q: 3 clusters Score -4192860 nChanged 56
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Mstep: Class 1 contains 26130 members 
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	Iteration 50Q: 3 clusters Score -4192878 nChanged 49
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Mstep: Class 1 contains 26179 members 
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	Iteration 51Q: 3 clusters Score -4192894 nChanged 44
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Mstep: Class 1 contains 26221 members 
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	Iteration 52Q: 3 clusters Score -4192920 nChanged 46
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Mstep: Class 1 contains 26267 members 
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	Iteration 53Q: 3 clusters Score -4192930 nChanged 48
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Mstep: Class 1 contains 26315 members 
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	Iteration 54Q: 3 clusters Score -4192951 nChanged 47
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Mstep: Class 1 contains 26362 members 
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	Iteration 55Q: 3 clusters Score -4192959 nChanged 43
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	Iteration 56Q: 3 clusters Score -4192976 nChanged 46
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Mstep: Class 1 contains 26451 members 
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	Iteration 57Q: 3 clusters Score -4192990 nChanged 46
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Mstep: Class 1 contains 26495 members 
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	Iteration 58Q: 3 clusters Score -4192994 nChanged 42
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	Iteration 59Q: 3 clusters Score -4193008 nChanged 43
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	Iteration 60F: 3 clusters Score -4193020 nChanged 39
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Mstep: Class 1 contains 26615 members 
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	Iteration 61Q: 3 clusters Score -4193043 nChanged 31
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Mstep: Class 1 contains 26644 members 
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	Iteration 62Q: 3 clusters Score -4193053 nChanged 43
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	Iteration 63Q: 3 clusters Score -4193059 nChanged 28
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	Iteration 64Q: 3 clusters Score -4193077 nChanged 25
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	Iteration 65Q: 3 clusters Score -4193086 nChanged 23
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	Iteration 66Q: 3 clusters Score -4193090 nChanged 19
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	Iteration 67Q: 3 clusters Score -4193096 nChanged 18
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	Iteration 68Q: 3 clusters Score -4193101 nChanged 10
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	Iteration 69Q: 3 clusters Score -4193104 nChanged 12
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	Iteration 70Q: 3 clusters Score -4193094 nChanged 17
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	Iteration 71Q: 3 clusters Score -4193102 nChanged 22
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	Iteration 72Q: 3 clusters Score -4193102 nChanged 24
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	Iteration 73Q: 3 clusters Score -4193108 nChanged 27
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	Iteration 74Q: 3 clusters Score -4193119 nChanged 27
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	Iteration 75Q: 3 clusters Score -4193131 nChanged 28
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	Iteration 76Q: 3 clusters Score -4193130 nChanged 20
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	Iteration 77Q: 3 clusters Score -4193132 nChanged 12
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	Iteration 78Q: 3 clusters Score -4193140 nChanged 13
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	Iteration 79Q: 3 clusters Score -4193146 nChanged 16
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	Iteration 80F: 3 clusters Score -4193154 nChanged 21
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	Iteration 81Q: 3 clusters Score -4193170 nChanged 16
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	Iteration 82Q: 3 clusters Score -4193173 nChanged 14
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	Iteration 83Q: 3 clusters Score -4193186 nChanged 14
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	Iteration 84Q: 3 clusters Score -4193190 nChanged 9
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	Iteration 85Q: 3 clusters Score -4193192 nChanged 10
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	Iteration 86Q: 3 clusters Score -4193188 nChanged 3
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	Iteration 87Q: 3 clusters Score -4193191 nChanged 4
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	Iteration 88Q: 3 clusters Score -4193194 nChanged 6
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	Iteration 89Q: 3 clusters Score -4193200 nChanged 7
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	Iteration 90Q: 3 clusters Score -4193208 nChanged 8
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	Iteration 91Q: 3 clusters Score -4193209 nChanged 7
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	Iteration 92Q: 3 clusters Score -4193212 nChanged 6
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	Iteration 93Q: 3 clusters Score -4193216 nChanged 2
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	Iteration 94Q: 3 clusters Score -4193212 nChanged 3
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	Iteration 95Q: 3 clusters Score -4193212 nChanged 6
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	Iteration 96Q: 3 clusters Score -4193216 nChanged 12
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	Iteration 97Q: 3 clusters Score -4193219 nChanged 12
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Entering Unmasked Estep 
Score: -4193225.500000 Penalty: 5083.639648
	Iteration 98Q: 3 clusters Score -4193226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4193226.000000 Penalty: 5083.639648
	Iteration 99Q: 3 clusters Score -4193226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4193231.000000 Penalty: 5083.639648
	Iteration 100F: 3 clusters Score -4193231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4193233.250000 Penalty: 5083.639648
	Iteration 101Q: 3 clusters Score -4193233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4193228.250000 Penalty: 5083.639648
	Iteration 102Q: 3 clusters Score -4193228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4193231.000000 Penalty: 5083.639648
	Iteration 103Q: 3 clusters Score -4193231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4193233.500000 Penalty: 5083.639648
	Iteration 104Q: 3 clusters Score -4193234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4193224.500000 Penalty: 5083.639648
	Iteration 105Q: 3 clusters Score -4193224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4193223.000000 Penalty: 5083.639648
	Iteration 106Q: 3 clusters Score -4193223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4193230.500000 Penalty: 5083.639648
	Iteration 107Q: 3 clusters Score -4193230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4193229.000000 Penalty: 5083.639648
	Iteration 108Q: 3 clusters Score -4193229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4193228.500000 Penalty: 5083.639648
	Iteration 109Q: 3 clusters Score -4193228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4193233.250000 Penalty: 5083.639648
	Iteration 110Q: 3 clusters Score -4193233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4193239.250000 Penalty: 5083.639648
	Iteration 111Q: 3 clusters Score -4193239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4193239.750000 Penalty: 5083.639648
	Iteration 112Q: 3 clusters Score -4193240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4193239.750000 Penalty: 5083.639648
	Iteration 113F: 3 clusters Score -4193240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -244158.312500 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -244158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -241585.453125 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -241585.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242182.468750 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -242182.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242460.890625 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -242460.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242633.218750 Penalty: 3751.862305
	Iteration 3F: 3 clusters Score -242633.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -242741.875000 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -242741.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -242835.734375 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -242835.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242913.046875 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -242913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242970.859375 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -242970.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -243013.453125 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -243013.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243053.546875 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -243053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243085.984375 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -243086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243107.937500 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -243107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243130.984375 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -243131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -243151.500000 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -243151.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -243163.687500 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -243163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -243167.703125 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -243167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -243172.453125 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -243172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -243178.968750 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -243179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -243184.828125 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -243184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243189.312500 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -243189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243191.781250 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -243191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -243192.578125 Penalty: 3751.862305
	Iteration 21Q: 3 clusters Score -243192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -243194.265625 Penalty: 3751.862305
	Iteration 22Q: 3 clusters Score -243194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -243194.953125 Penalty: 3751.862305
	Iteration 23Q: 3 clusters Score -243195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -243195.515625 Penalty: 3751.862305
	Iteration 24Q: 3 clusters Score -243195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -243196.703125 Penalty: 3751.862305
	Iteration 25Q: 3 clusters Score -243196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -243197.437500 Penalty: 3751.862305
	Iteration 26Q: 3 clusters Score -243197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -243197.437500 Penalty: 3751.862305
	Iteration 27F: 3 clusters Score -243197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -121962.843750 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -121962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -120144.296875 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -120144.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120522.039062 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -120522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120695.710938 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -120695.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -120806.218750 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -120806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -120961.421875 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -120961.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -121061.429688 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -121061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -121150.515625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -121150.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -121323.554688 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -121323.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -121456.609375 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -121456.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121588.593750 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -121588.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -121642.765625 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -121642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -121668.242188 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -121668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -121685.625000 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -121685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -121712.039062 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -121712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -121742.617188 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -121742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121819.460938 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -121819.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121889.320312 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -121889.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121940.242188 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -121940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -122046.718750 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -122046.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122381.992188 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -122382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122385.695312 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -122385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 126686 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33306 members 
Mstep: Class 9 contains 34831 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 28262 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22329 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98244 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196549 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 414 members 
Entering Unmasked Estep 
Score: -128965832.000000 Penalty: 105449.875000
Splitting cluster 14 changes total score from -128967424.000000 to -128965832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Entering Unmasked Estep 
Score: -1532419.750000 Penalty: 2329.896240
	Iteration 0F: 2 clusters Score -1532420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1523444.250000 Penalty: 4659.792480
	Iteration 0F: 3 clusters Score -1523444 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1526313.125000 Penalty: 4659.792480
	Iteration 1F: 3 clusters Score -1526313 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1526744.500000 Penalty: 4659.792480
	Iteration 2F: 3 clusters Score -1526744 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1527076.500000 Penalty: 4659.792480
	Iteration 3F: 3 clusters Score -1527076 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1527370.125000 Penalty: 4659.792480
	Iteration 4Q: 3 clusters Score -1527370 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1527671.125000 Penalty: 4659.792480
	Iteration 5Q: 3 clusters Score -1527671 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1528032.500000 Penalty: 4659.792480
	Iteration 6Q: 3 clusters Score -1528032 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1528588.500000 Penalty: 4659.792480
	Iteration 7F: 3 clusters Score -1528588 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1529436.000000 Penalty: 4659.792480
	Iteration 8F: 3 clusters Score -1529436 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1530405.625000 Penalty: 4659.792480
	Iteration 9F: 3 clusters Score -1530406 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1531232.875000 Penalty: 4659.792480
	Iteration 10F: 3 clusters Score -1531233 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1531671.000000 Penalty: 4659.792480
	Iteration 11Q: 3 clusters Score -1531671 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1531837.125000 Penalty: 4659.792480
	Iteration 12Q: 3 clusters Score -1531837 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1531922.125000 Penalty: 4659.792480
	Iteration 13Q: 3 clusters Score -1531922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1531964.375000 Penalty: 4659.792480
	Iteration 14Q: 3 clusters Score -1531964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1531990.875000 Penalty: 4659.792480
	Iteration 15Q: 3 clusters Score -1531991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1532008.500000 Penalty: 4659.792480
	Iteration 16Q: 3 clusters Score -1532008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1532017.375000 Penalty: 4659.792480
	Iteration 17Q: 3 clusters Score -1532017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1532022.125000 Penalty: 4659.792480
	Iteration 18Q: 3 clusters Score -1532022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1532027.750000 Penalty: 4659.792480
	Iteration 19Q: 3 clusters Score -1532028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1532032.000000 Penalty: 4659.792480
	Iteration 20F: 3 clusters Score -1532032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1532035.750000 Penalty: 4659.792480
	Iteration 21Q: 3 clusters Score -1532036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1532041.250000 Penalty: 4659.792480
	Iteration 22Q: 3 clusters Score -1532041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1532040.000000 Penalty: 4659.792480
	Iteration 23Q: 3 clusters Score -1532040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1532039.500000 Penalty: 4659.792480
	Iteration 24Q: 3 clusters Score -1532040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1532039.500000 Penalty: 4659.792480
	Iteration 25Q: 3 clusters Score -1532040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1532042.625000 Penalty: 4659.792480
	Iteration 26Q: 3 clusters Score -1532043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1532044.375000 Penalty: 4659.792480
	Iteration 27Q: 3 clusters Score -1532044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1532050.875000 Penalty: 4659.792480
	Iteration 28Q: 3 clusters Score -1532051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1532050.750000 Penalty: 4659.792480
	Iteration 29Q: 3 clusters Score -1532051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1532051.625000 Penalty: 4659.792480
	Iteration 30Q: 3 clusters Score -1532052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1532053.125000 Penalty: 4659.792480
	Iteration 31Q: 3 clusters Score -1532053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1532053.750000 Penalty: 4659.792480
	Iteration 32Q: 3 clusters Score -1532054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1532053.625000 Penalty: 4659.792480
	Iteration 33Q: 3 clusters Score -1532054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1532053.625000 Penalty: 4659.792480
	Iteration 34F: 3 clusters Score -1532054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -437615.812500 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -437615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -434316.468750 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -434316.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -435034.875000 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -435034.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -435253.781250 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -435253.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -435446.937500 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -435446.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -435620.875000 Penalty: 3974.946289
	Iteration 4F: 3 clusters Score -435620.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -435821.125000 Penalty: 3974.946289
	Iteration 5F: 3 clusters Score -435821.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -436015.875000 Penalty: 3974.946289
	Iteration 6F: 3 clusters Score -436015.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -436191.625000 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -436191.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436352.156250 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -436352.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -436495.625000 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -436495.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -436587.531250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -436587.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -436638.031250 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -436638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -436681.687500 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -436681.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -436712.125000 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -436712.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -436731.968750 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -436732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -436741.218750 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -436741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -436751.406250 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -436751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -436759.718750 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -436759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -436761.531250 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -436761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -436761.531250 Penalty: 3974.946289
	Iteration 19F: 3 clusters Score -436761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Entering Unmasked Estep 
Score: -4122044.000000 Penalty: 2542.896973
	Iteration 0F: 2 clusters Score -4122044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4102654.500000 Penalty: 5085.793945
	Iteration 0F: 3 clusters Score -4102654 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4109358.750000 Penalty: 5085.793945
	Iteration 1F: 3 clusters Score -4109359 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4109839.500000 Penalty: 5085.793945
	Iteration 2Q: 3 clusters Score -4109840 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4110332.750000 Penalty: 5085.793945
	Iteration 3Q: 3 clusters Score -4110333 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4110764.000000 Penalty: 5085.793945
	Iteration 4Q: 3 clusters Score -4110764 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4111277.750000 Penalty: 5085.793945
	Iteration 5Q: 3 clusters Score -4111278 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4111913.500000 Penalty: 5085.793945
	Iteration 6Q: 3 clusters Score -4111914 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4112762.250000 Penalty: 5085.793945
	Iteration 7F: 3 clusters Score -4112762 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4113766.500000 Penalty: 5085.793945
	Iteration 8F: 3 clusters Score -4113766 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4114870.500000 Penalty: 5085.793945
	Iteration 9F: 3 clusters Score -4114870 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4115995.000000 Penalty: 5085.793945
	Iteration 10F: 3 clusters Score -4115995 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4116933.750000 Penalty: 5085.793945
	Iteration 11Q: 3 clusters Score -4116934 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4117637.750000 Penalty: 5085.793945
	Iteration 12Q: 3 clusters Score -4117638 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4118144.000000 Penalty: 5085.793945
	Iteration 13Q: 3 clusters Score -4118144 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4118505.000000 Penalty: 5085.793945
	Iteration 14Q: 3 clusters Score -4118505 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4118740.250000 Penalty: 5085.793945
	Iteration 15Q: 3 clusters Score -4118740 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4118929.000000 Penalty: 5085.793945
	Iteration 16Q: 3 clusters Score -4118929 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4119069.750000 Penalty: 5085.793945
	Iteration 17Q: 3 clusters Score -4119070 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -4119161.500000 Penalty: 5085.793945
	Iteration 18Q: 3 clusters Score -4119162 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4119236.500000 Penalty: 5085.793945
	Iteration 19Q: 3 clusters Score -4119236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4119312.000000 Penalty: 5085.793945
	Iteration 20F: 3 clusters Score -4119312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4119386.000000 Penalty: 5085.793945
	Iteration 21Q: 3 clusters Score -4119386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4119441.250000 Penalty: 5085.793945
	Iteration 22Q: 3 clusters Score -4119441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4119475.250000 Penalty: 5085.793945
	Iteration 23Q: 3 clusters Score -4119475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4119512.250000 Penalty: 5085.793945
	Iteration 24Q: 3 clusters Score -4119512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4119541.250000 Penalty: 5085.793945
	Iteration 25Q: 3 clusters Score -4119541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4119568.500000 Penalty: 5085.793945
	Iteration 26Q: 3 clusters Score -4119568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4119585.000000 Penalty: 5085.793945
	Iteration 27Q: 3 clusters Score -4119585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4119600.250000 Penalty: 5085.793945
	Iteration 28Q: 3 clusters Score -4119600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4119615.250000 Penalty: 5085.793945
	Iteration 29Q: 3 clusters Score -4119615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4119640.750000 Penalty: 5085.793945
	Iteration 30Q: 3 clusters Score -4119641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4119650.000000 Penalty: 5085.793945
	Iteration 31Q: 3 clusters Score -4119650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4119666.000000 Penalty: 5085.793945
	Iteration 32Q: 3 clusters Score -4119666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4119678.500000 Penalty: 5085.793945
	Iteration 33Q: 3 clusters Score -4119678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4119687.000000 Penalty: 5085.793945
	Iteration 34Q: 3 clusters Score -4119687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4119696.500000 Penalty: 5085.793945
	Iteration 35Q: 3 clusters Score -4119696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4119705.250000 Penalty: 5085.793945
	Iteration 36Q: 3 clusters Score -4119705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4119711.500000 Penalty: 5085.793945
	Iteration 37Q: 3 clusters Score -4119712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4119713.500000 Penalty: 5085.793945
	Iteration 38Q: 3 clusters Score -4119714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4119723.250000 Penalty: 5085.793945
	Iteration 39Q: 3 clusters Score -4119723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4119731.250000 Penalty: 5085.793945
	Iteration 40F: 3 clusters Score -4119731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -4119734.750000 Penalty: 5085.793945
	Iteration 41Q: 3 clusters Score -4119735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4119745.000000 Penalty: 5085.793945
	Iteration 42Q: 3 clusters Score -4119745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4119748.000000 Penalty: 5085.793945
	Iteration 43Q: 3 clusters Score -4119748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4119754.500000 Penalty: 5085.793945
	Iteration 44Q: 3 clusters Score -4119754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4119759.500000 Penalty: 5085.793945
	Iteration 45Q: 3 clusters Score -4119760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4119763.250000 Penalty: 5085.793945
	Iteration 46Q: 3 clusters Score -4119763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4119775.000000 Penalty: 5085.793945
	Iteration 47Q: 3 clusters Score -4119775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -4119779.750000 Penalty: 5085.793945
	Iteration 48Q: 3 clusters Score -4119780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4119779.750000 Penalty: 5085.793945
	Iteration 49Q: 3 clusters Score -4119780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -4119783.750000 Penalty: 5085.793945
	Iteration 50Q: 3 clusters Score -4119784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4119797.750000 Penalty: 5085.793945
	Iteration 51Q: 3 clusters Score -4119798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4119801.750000 Penalty: 5085.793945
	Iteration 52Q: 3 clusters Score -4119802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4119802.500000 Penalty: 5085.793945
	Iteration 53Q: 3 clusters Score -4119802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4119805.500000 Penalty: 5085.793945
	Iteration 54Q: 3 clusters Score -4119806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4119811.500000 Penalty: 5085.793945
	Iteration 55Q: 3 clusters Score -4119812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -4119807.000000 Penalty: 5085.793945
	Iteration 56Q: 3 clusters Score -4119807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4119810.250000 Penalty: 5085.793945
	Iteration 57Q: 3 clusters Score -4119810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4119817.000000 Penalty: 5085.793945
	Iteration 58Q: 3 clusters Score -4119817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4119824.750000 Penalty: 5085.793945
	Iteration 59Q: 3 clusters Score -4119825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4119823.750000 Penalty: 5085.793945
	Iteration 60F: 3 clusters Score -4119824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4119827.000000 Penalty: 5085.793945
	Iteration 61Q: 3 clusters Score -4119827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4119829.750000 Penalty: 5085.793945
	Iteration 62Q: 3 clusters Score -4119830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4119829.250000 Penalty: 5085.793945
	Iteration 63Q: 3 clusters Score -4119829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4119834.500000 Penalty: 5085.793945
	Iteration 64Q: 3 clusters Score -4119834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4119834.750000 Penalty: 5085.793945
	Iteration 65Q: 3 clusters Score -4119835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4119831.000000 Penalty: 5085.793945
	Iteration 66Q: 3 clusters Score -4119831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -4119835.000000 Penalty: 5085.793945
	Iteration 67Q: 3 clusters Score -4119835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4119841.500000 Penalty: 5085.793945
	Iteration 68Q: 3 clusters Score -4119842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4119839.500000 Penalty: 5085.793945
	Iteration 69Q: 3 clusters Score -4119840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4119847.500000 Penalty: 5085.793945
	Iteration 70Q: 3 clusters Score -4119848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4119848.750000 Penalty: 5085.793945
	Iteration 71Q: 3 clusters Score -4119849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4119853.500000 Penalty: 5085.793945
	Iteration 72Q: 3 clusters Score -4119854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4119851.500000 Penalty: 5085.793945
	Iteration 73Q: 3 clusters Score -4119852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4119851.500000 Penalty: 5085.793945
	Iteration 74Q: 3 clusters Score -4119852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4119855.000000 Penalty: 5085.793945
	Iteration 75Q: 3 clusters Score -4119855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4119859.250000 Penalty: 5085.793945
	Iteration 76Q: 3 clusters Score -4119859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4119859.250000 Penalty: 5085.793945
	Iteration 77F: 3 clusters Score -4119859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Entering Unmasked Estep 
Score: -6143651.500000 Penalty: 2649.735352
	Iteration 0F: 2 clusters Score -6143652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6114198.500000 Penalty: 5299.470703
	Iteration 0F: 3 clusters Score -6114198 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -6125411.500000 Penalty: 5299.470703
	Iteration 1F: 3 clusters Score -6125412 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6126333.500000 Penalty: 5299.470703
	Iteration 2Q: 3 clusters Score -6126334 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -6127546.500000 Penalty: 5299.470703
	Iteration 3F: 3 clusters Score -6127546 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6129199.000000 Penalty: 5299.470703
	Iteration 4F: 3 clusters Score -6129199 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6131393.000000 Penalty: 5299.470703
	Iteration 5F: 3 clusters Score -6131393 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6133802.500000 Penalty: 5299.470703
	Iteration 6F: 3 clusters Score -6133802 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6136364.000000 Penalty: 5299.470703
	Iteration 7F: 3 clusters Score -6136364 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -6138634.000000 Penalty: 5299.470703
	Iteration 8F: 3 clusters Score -6138634 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -6140129.500000 Penalty: 5299.470703
	Iteration 9Q: 3 clusters Score -6140130 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -6141041.000000 Penalty: 5299.470703
	Iteration 10Q: 3 clusters Score -6141041 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6141563.500000 Penalty: 5299.470703
	Iteration 11Q: 3 clusters Score -6141564 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -6141869.000000 Penalty: 5299.470703
	Iteration 12Q: 3 clusters Score -6141869 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6142049.000000 Penalty: 5299.470703
	Iteration 13Q: 3 clusters Score -6142049 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6142184.500000 Penalty: 5299.470703
	Iteration 14Q: 3 clusters Score -6142184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -6142255.500000 Penalty: 5299.470703
	Iteration 15Q: 3 clusters Score -6142256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -6142327.000000 Penalty: 5299.470703
	Iteration 16Q: 3 clusters Score -6142327 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6142392.000000 Penalty: 5299.470703
	Iteration 17Q: 3 clusters Score -6142392 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -6142435.000000 Penalty: 5299.470703
	Iteration 18Q: 3 clusters Score -6142435 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -6142476.000000 Penalty: 5299.470703
	Iteration 19Q: 3 clusters Score -6142476 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -6142517.500000 Penalty: 5299.470703
	Iteration 20F: 3 clusters Score -6142518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6142535.000000 Penalty: 5299.470703
	Iteration 21Q: 3 clusters Score -6142535 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6142559.500000 Penalty: 5299.470703
	Iteration 22Q: 3 clusters Score -6142560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6142601.500000 Penalty: 5299.470703
	Iteration 23Q: 3 clusters Score -6142602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6142627.000000 Penalty: 5299.470703
	Iteration 24Q: 3 clusters Score -6142627 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6142663.000000 Penalty: 5299.470703
	Iteration 25Q: 3 clusters Score -6142663 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -6142709.000000 Penalty: 5299.470703
	Iteration 26Q: 3 clusters Score -6142709 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -6142744.500000 Penalty: 5299.470703
	Iteration 27Q: 3 clusters Score -6142744 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6142786.500000 Penalty: 5299.470703
	Iteration 28Q: 3 clusters Score -6142786 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6142811.000000 Penalty: 5299.470703
	Iteration 29Q: 3 clusters Score -6142811 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6142829.500000 Penalty: 5299.470703
	Iteration 30Q: 3 clusters Score -6142830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6142866.500000 Penalty: 5299.470703
	Iteration 31Q: 3 clusters Score -6142866 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -6142884.000000 Penalty: 5299.470703
	Iteration 32Q: 3 clusters Score -6142884 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6142904.500000 Penalty: 5299.470703
	Iteration 33Q: 3 clusters Score -6142904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6142945.000000 Penalty: 5299.470703
	Iteration 34Q: 3 clusters Score -6142945 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6142970.500000 Penalty: 5299.470703
	Iteration 35Q: 3 clusters Score -6142970 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6143008.000000 Penalty: 5299.470703
	Iteration 36Q: 3 clusters Score -6143008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6143008.500000 Penalty: 5299.470703
	Iteration 37Q: 3 clusters Score -6143008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6143036.000000 Penalty: 5299.470703
	Iteration 38Q: 3 clusters Score -6143036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -6143050.000000 Penalty: 5299.470703
	Iteration 39Q: 3 clusters Score -6143050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6143060.500000 Penalty: 5299.470703
	Iteration 40F: 3 clusters Score -6143060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6143058.000000 Penalty: 5299.470703
	Iteration 41Q: 3 clusters Score -6143058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -6143084.500000 Penalty: 5299.470703
	Iteration 42Q: 3 clusters Score -6143084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6143111.500000 Penalty: 5299.470703
	Iteration 43Q: 3 clusters Score -6143112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6143130.500000 Penalty: 5299.470703
	Iteration 44Q: 3 clusters Score -6143130 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -6143151.500000 Penalty: 5299.470703
	Iteration 45Q: 3 clusters Score -6143152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -6143164.500000 Penalty: 5299.470703
	Iteration 46Q: 3 clusters Score -6143164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6143188.500000 Penalty: 5299.470703
	Iteration 47Q: 3 clusters Score -6143188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -6143200.000000 Penalty: 5299.470703
	Iteration 48Q: 3 clusters Score -6143200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -6143215.000000 Penalty: 5299.470703
	Iteration 49Q: 3 clusters Score -6143215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6143236.500000 Penalty: 5299.470703
	Iteration 50Q: 3 clusters Score -6143236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -6143249.500000 Penalty: 5299.470703
	Iteration 51Q: 3 clusters Score -6143250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -6143267.000000 Penalty: 5299.470703
	Iteration 52Q: 3 clusters Score -6143267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -6143267.000000 Penalty: 5299.470703
	Iteration 53Q: 3 clusters Score -6143267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6143263.000000 Penalty: 5299.470703
	Iteration 54Q: 3 clusters Score -6143263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -6143265.000000 Penalty: 5299.470703
	Iteration 55Q: 3 clusters Score -6143265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -6143281.000000 Penalty: 5299.470703
	Iteration 56Q: 3 clusters Score -6143281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6143281.000000 Penalty: 5299.470703
	Iteration 57Q: 3 clusters Score -6143281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -6143260.500000 Penalty: 5299.470703
	Iteration 58Q: 3 clusters Score -6143260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6143279.000000 Penalty: 5299.470703
	Iteration 59Q: 3 clusters Score -6143279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -6143279.500000 Penalty: 5299.470703
	Iteration 60F: 3 clusters Score -6143280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -6143288.000000 Penalty: 5299.470703
	Iteration 61Q: 3 clusters Score -6143288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -6143284.500000 Penalty: 5299.470703
	Iteration 62Q: 3 clusters Score -6143284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -6143287.500000 Penalty: 5299.470703
	Iteration 63Q: 3 clusters Score -6143288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -6143271.000000 Penalty: 5299.470703
	Iteration 64Q: 3 clusters Score -6143271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -6143293.000000 Penalty: 5299.470703
	Iteration 65Q: 3 clusters Score -6143293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6143303.000000 Penalty: 5299.470703
	Iteration 66Q: 3 clusters Score -6143303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -6143304.500000 Penalty: 5299.470703
	Iteration 67Q: 3 clusters Score -6143304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -6143309.500000 Penalty: 5299.470703
	Iteration 68Q: 3 clusters Score -6143310 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -6143311.000000 Penalty: 5299.470703
	Iteration 69Q: 3 clusters Score -6143311 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5299.470703
	Iteration 70Q: 3 clusters Score -6143312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6143299.500000 Penalty: 5299.470703
	Iteration 71Q: 3 clusters Score -6143300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -6143309.000000 Penalty: 5299.470703
	Iteration 72Q: 3 clusters Score -6143309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6143315.000000 Penalty: 5299.470703
	Iteration 73Q: 3 clusters Score -6143315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6143319.500000 Penalty: 5299.470703
	Iteration 74Q: 3 clusters Score -6143320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6143310.500000 Penalty: 5299.470703
	Iteration 75Q: 3 clusters Score -6143310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -6143318.500000 Penalty: 5299.470703
	Iteration 76Q: 3 clusters Score -6143318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6143320.500000 Penalty: 5299.470703
	Iteration 77Q: 3 clusters Score -6143320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -6143328.500000 Penalty: 5299.470703
	Iteration 78Q: 3 clusters Score -6143328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6143329.000000 Penalty: 5299.470703
	Iteration 79Q: 3 clusters Score -6143329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -6143325.000000 Penalty: 5299.470703
	Iteration 80F: 3 clusters Score -6143325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6143319.500000 Penalty: 5299.470703
	Iteration 81Q: 3 clusters Score -6143320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -6143319.000000 Penalty: 5299.470703
	Iteration 82Q: 3 clusters Score -6143319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6143316.000000 Penalty: 5299.470703
	Iteration 83Q: 3 clusters Score -6143316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -6143315.000000 Penalty: 5299.470703
	Iteration 84Q: 3 clusters Score -6143315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -6143311.500000 Penalty: 5299.470703
	Iteration 85Q: 3 clusters Score -6143312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -6143316.500000 Penalty: 5299.470703
	Iteration 86Q: 3 clusters Score -6143316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6143311.000000 Penalty: 5299.470703
	Iteration 87Q: 3 clusters Score -6143311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -6143304.500000 Penalty: 5299.470703
	Iteration 88Q: 3 clusters Score -6143304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -6143303.000000 Penalty: 5299.470703
	Iteration 89Q: 3 clusters Score -6143303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -6143307.500000 Penalty: 5299.470703
	Iteration 90Q: 3 clusters Score -6143308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -6143313.000000 Penalty: 5299.470703
	Iteration 91Q: 3 clusters Score -6143313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6143319.000000 Penalty: 5299.470703
	Iteration 92Q: 3 clusters Score -6143319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -6143313.500000 Penalty: 5299.470703
	Iteration 93Q: 3 clusters Score -6143314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -6143312.000000 Penalty: 5299.470703
	Iteration 94Q: 3 clusters Score -6143312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6143306.500000 Penalty: 5299.470703
	Iteration 95Q: 3 clusters Score -6143306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6143307.000000 Penalty: 5299.470703
	Iteration 96Q: 3 clusters Score -6143307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -6143307.500000 Penalty: 5299.470703
	Iteration 97Q: 3 clusters Score -6143308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -6143304.000000 Penalty: 5299.470703
	Iteration 98Q: 3 clusters Score -6143304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -6143304.500000 Penalty: 5299.470703
	Iteration 99Q: 3 clusters Score -6143304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -6143314.500000 Penalty: 5299.470703
	Iteration 100F: 3 clusters Score -6143314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5299.470703
	Iteration 101Q: 3 clusters Score -6143312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6143327.000000 Penalty: 5299.470703
	Iteration 102Q: 3 clusters Score -6143327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6143331.000000 Penalty: 5299.470703
	Iteration 103Q: 3 clusters Score -6143331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -6143324.500000 Penalty: 5299.470703
	Iteration 104Q: 3 clusters Score -6143324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5299.470703
	Iteration 105Q: 3 clusters Score -6143312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -6143324.500000 Penalty: 5299.470703
	Iteration 106Q: 3 clusters Score -6143324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6143330.000000 Penalty: 5299.470703
	Iteration 107Q: 3 clusters Score -6143330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6143332.000000 Penalty: 5299.470703
	Iteration 108Q: 3 clusters Score -6143332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6143337.000000 Penalty: 5299.470703
	Iteration 109Q: 3 clusters Score -6143337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -6143325.000000 Penalty: 5299.470703
	Iteration 110Q: 3 clusters Score -6143325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -6143325.500000 Penalty: 5299.470703
	Iteration 111Q: 3 clusters Score -6143326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6143323.500000 Penalty: 5299.470703
	Iteration 112Q: 3 clusters Score -6143324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -6143319.500000 Penalty: 5299.470703
	Iteration 113Q: 3 clusters Score -6143320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -6143322.500000 Penalty: 5299.470703
	Iteration 114Q: 3 clusters Score -6143322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -6143324.500000 Penalty: 5299.470703
	Iteration 115Q: 3 clusters Score -6143324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -6143324.500000 Penalty: 5299.470703
	Iteration 116Q: 3 clusters Score -6143324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -6143328.500000 Penalty: 5299.470703
	Iteration 117Q: 3 clusters Score -6143328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6143334.000000 Penalty: 5299.470703
	Iteration 118Q: 3 clusters Score -6143334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -6143336.500000 Penalty: 5299.470703
	Iteration 119Q: 3 clusters Score -6143336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -6143336.500000 Penalty: 5299.470703
	Iteration 120F: 3 clusters Score -6143336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -6143339.500000 Penalty: 5299.470703
	Iteration 121Q: 3 clusters Score -6143340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -6143342.500000 Penalty: 5299.470703
	Iteration 122Q: 3 clusters Score -6143342 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -6143342.500000 Penalty: 5299.470703
	Iteration 123F: 3 clusters Score -6143342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1495742.750000 Penalty: 2297.442383
	Iteration 0F: 2 clusters Score -1495743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1487724 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1490036 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1490451 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1490854 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1491277.875000 Penalty: 4594.884766
	Iteration 4F: 3 clusters Score -1491278 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1491676.750000 Penalty: 4594.884766
	Iteration 5F: 3 clusters Score -1491677 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1492091.250000 Penalty: 4594.884766
	Iteration 6F: 3 clusters Score -1492091 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1492488.500000 Penalty: 4594.884766
	Iteration 7F: 3 clusters Score -1492488 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1492838.125000 Penalty: 4594.884766
	Iteration 8F: 3 clusters Score -1492838 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1493104.375000 Penalty: 4594.884766
	Iteration 9Q: 3 clusters Score -1493104 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1493274.125000 Penalty: 4594.884766
	Iteration 10Q: 3 clusters Score -1493274 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1493370.250000 Penalty: 4594.884766
	Iteration 11Q: 3 clusters Score -1493370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1493447.625000 Penalty: 4594.884766
	Iteration 12Q: 3 clusters Score -1493448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1493502.875000 Penalty: 4594.884766
	Iteration 13Q: 3 clusters Score -1493503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1493552.375000 Penalty: 4594.884766
	Iteration 14Q: 3 clusters Score -1493552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1493602.750000 Penalty: 4594.884766
	Iteration 15Q: 3 clusters Score -1493603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1493642.625000 Penalty: 4594.884766
	Iteration 16Q: 3 clusters Score -1493643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1493660.750000 Penalty: 4594.884766
	Iteration 17Q: 3 clusters Score -1493661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1493679.125000 Penalty: 4594.884766
	Iteration 18Q: 3 clusters Score -1493679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1493690.750000 Penalty: 4594.884766
	Iteration 19Q: 3 clusters Score -1493691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1493692.375000 Penalty: 4594.884766
	Iteration 20F: 3 clusters Score -1493692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1493706.500000 Penalty: 4594.884766
	Iteration 21Q: 3 clusters Score -1493706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1493706.875000 Penalty: 4594.884766
	Iteration 22Q: 3 clusters Score -1493707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1493710.625000 Penalty: 4594.884766
	Iteration 23Q: 3 clusters Score -1493711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1493714.250000 Penalty: 4594.884766
	Iteration 24Q: 3 clusters Score -1493714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1493715.375000 Penalty: 4594.884766
	Iteration 25Q: 3 clusters Score -1493715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1493717.250000 Penalty: 4594.884766
	Iteration 26Q: 3 clusters Score -1493717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1493719.750000 Penalty: 4594.884766
	Iteration 27Q: 3 clusters Score -1493720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1493723.875000 Penalty: 4594.884766
	Iteration 28Q: 3 clusters Score -1493724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1493725.250000 Penalty: 4594.884766
	Iteration 29Q: 3 clusters Score -1493725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1493728.125000 Penalty: 4594.884766
	Iteration 30Q: 3 clusters Score -1493728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1493729.375000 Penalty: 4594.884766
	Iteration 31Q: 3 clusters Score -1493729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1493729.750000 Penalty: 4594.884766
	Iteration 32Q: 3 clusters Score -1493730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1493729.875000 Penalty: 4594.884766
	Iteration 33Q: 3 clusters Score -1493730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1493732.125000 Penalty: 4594.884766
	Iteration 34Q: 3 clusters Score -1493732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1493732.375000 Penalty: 4594.884766
	Iteration 35Q: 3 clusters Score -1493732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1493735.375000 Penalty: 4594.884766
	Iteration 36Q: 3 clusters Score -1493735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1493736.875000 Penalty: 4594.884766
	Iteration 37Q: 3 clusters Score -1493737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1493741.125000 Penalty: 4594.884766
	Iteration 38Q: 3 clusters Score -1493741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1493740.000000 Penalty: 4594.884766
	Iteration 39Q: 3 clusters Score -1493740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1493743.375000 Penalty: 4594.884766
	Iteration 40F: 3 clusters Score -1493743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1493743.250000 Penalty: 4594.884766
	Iteration 41Q: 3 clusters Score -1493743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1493748.250000 Penalty: 4594.884766
	Iteration 42Q: 3 clusters Score -1493748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1493747.625000 Penalty: 4594.884766
	Iteration 43Q: 3 clusters Score -1493748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1493749.875000 Penalty: 4594.884766
	Iteration 44Q: 3 clusters Score -1493750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1493753.750000 Penalty: 4594.884766
	Iteration 45Q: 3 clusters Score -1493754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1493755.625000 Penalty: 4594.884766
	Iteration 46Q: 3 clusters Score -1493756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1493753.250000 Penalty: 4594.884766
	Iteration 47Q: 3 clusters Score -1493753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1493752.000000 Penalty: 4594.884766
	Iteration 48Q: 3 clusters Score -1493752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1493752.000000 Penalty: 4594.884766
	Iteration 49F: 3 clusters Score -1493752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Entering Unmasked Estep 
Score: -5529974.000000 Penalty: 2618.834229
	Iteration 0F: 2 clusters Score -5529974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5503825.500000 Penalty: 5237.668457
	Iteration 0F: 3 clusters Score -5503826 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5513283.500000 Penalty: 5237.668457
	Iteration 1F: 3 clusters Score -5513284 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5513745.500000 Penalty: 5237.668457
	Iteration 2Q: 3 clusters Score -5513746 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5514178.000000 Penalty: 5237.668457
	Iteration 3Q: 3 clusters Score -5514178 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5514551.000000 Penalty: 5237.668457
	Iteration 4Q: 3 clusters Score -5514551 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5515053.500000 Penalty: 5237.668457
	Iteration 5Q: 3 clusters Score -5515054 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5515730.500000 Penalty: 5237.668457
	Iteration 6Q: 3 clusters Score -5515730 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -5516876.500000 Penalty: 5237.668457
	Iteration 7F: 3 clusters Score -5516876 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5518623.500000 Penalty: 5237.668457
	Iteration 8F: 3 clusters Score -5518624 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -5520894.500000 Penalty: 5237.668457
	Iteration 9F: 3 clusters Score -5520894 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5523277.000000 Penalty: 5237.668457
	Iteration 10F: 3 clusters Score -5523277 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5525205.500000 Penalty: 5237.668457
	Iteration 11F: 3 clusters Score -5525206 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5526474.000000 Penalty: 5237.668457
	Iteration 12Q: 3 clusters Score -5526474 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5527042.000000 Penalty: 5237.668457
	Iteration 13Q: 3 clusters Score -5527042 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5527302.000000 Penalty: 5237.668457
	Iteration 14Q: 3 clusters Score -5527302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5527425.500000 Penalty: 5237.668457
	Iteration 15Q: 3 clusters Score -5527426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5527500.500000 Penalty: 5237.668457
	Iteration 16Q: 3 clusters Score -5527500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5527553.500000 Penalty: 5237.668457
	Iteration 17Q: 3 clusters Score -5527554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5527597.000000 Penalty: 5237.668457
	Iteration 18Q: 3 clusters Score -5527597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5527615.500000 Penalty: 5237.668457
	Iteration 19Q: 3 clusters Score -5527616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5527641.500000 Penalty: 5237.668457
	Iteration 20F: 3 clusters Score -5527642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5527662.000000 Penalty: 5237.668457
	Iteration 21Q: 3 clusters Score -5527662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5527666.000000 Penalty: 5237.668457
	Iteration 22Q: 3 clusters Score -5527666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5527669.000000 Penalty: 5237.668457
	Iteration 23Q: 3 clusters Score -5527669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5527668.000000 Penalty: 5237.668457
	Iteration 24Q: 3 clusters Score -5527668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5527671.500000 Penalty: 5237.668457
	Iteration 25Q: 3 clusters Score -5527672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5527671.500000 Penalty: 5237.668457
	Iteration 26F: 3 clusters Score -5527672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Entering Unmasked Estep 
Score: -3309233.750000 Penalty: 2483.383057
	Iteration 0F: 2 clusters Score -3309234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3293716.250000 Penalty: 4966.766113
	Iteration 0F: 3 clusters Score -3293716 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3298915.500000 Penalty: 4966.766113
	Iteration 1F: 3 clusters Score -3298916 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3299358.250000 Penalty: 4966.766113
	Iteration 2F: 3 clusters Score -3299358 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3299764.500000 Penalty: 4966.766113
	Iteration 3Q: 3 clusters Score -3299764 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3300237.500000 Penalty: 4966.766113
	Iteration 4Q: 3 clusters Score -3300238 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3300811.500000 Penalty: 4966.766113
	Iteration 5F: 3 clusters Score -3300812 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3301486.250000 Penalty: 4966.766113
	Iteration 6F: 3 clusters Score -3301486 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3302277.250000 Penalty: 4966.766113
	Iteration 7F: 3 clusters Score -3302277 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3303310.000000 Penalty: 4966.766113
	Iteration 8F: 3 clusters Score -3303310 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3304378.750000 Penalty: 4966.766113
	Iteration 9F: 3 clusters Score -3304379 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3305252.750000 Penalty: 4966.766113
	Iteration 10F: 3 clusters Score -3305253 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3305859.250000 Penalty: 4966.766113
	Iteration 11Q: 3 clusters Score -3305859 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3306185.750000 Penalty: 4966.766113
	Iteration 12Q: 3 clusters Score -3306186 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3306368.750000 Penalty: 4966.766113
	Iteration 13Q: 3 clusters Score -3306369 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3306489.250000 Penalty: 4966.766113
	Iteration 14Q: 3 clusters Score -3306489 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3306598.000000 Penalty: 4966.766113
	Iteration 15Q: 3 clusters Score -3306598 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3306674.000000 Penalty: 4966.766113
	Iteration 16Q: 3 clusters Score -3306674 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3306725.250000 Penalty: 4966.766113
	Iteration 17Q: 3 clusters Score -3306725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3306784.500000 Penalty: 4966.766113
	Iteration 18Q: 3 clusters Score -3306784 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3306832.000000 Penalty: 4966.766113
	Iteration 19Q: 3 clusters Score -3306832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3306868.750000 Penalty: 4966.766113
	Iteration 20F: 3 clusters Score -3306869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3306895.750000 Penalty: 4966.766113
	Iteration 21Q: 3 clusters Score -3306896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3306923.250000 Penalty: 4966.766113
	Iteration 22Q: 3 clusters Score -3306923 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3306953.750000 Penalty: 4966.766113
	Iteration 23Q: 3 clusters Score -3306954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3306970.250000 Penalty: 4966.766113
	Iteration 24Q: 3 clusters Score -3306970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3306998.750000 Penalty: 4966.766113
	Iteration 25Q: 3 clusters Score -3306999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3307011.500000 Penalty: 4966.766113
	Iteration 26Q: 3 clusters Score -3307012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3307022.000000 Penalty: 4966.766113
	Iteration 27Q: 3 clusters Score -3307022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3307028.250000 Penalty: 4966.766113
	Iteration 28Q: 3 clusters Score -3307028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3307065.000000 Penalty: 4966.766113
	Iteration 29Q: 3 clusters Score -3307065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3307077.500000 Penalty: 4966.766113
	Iteration 30Q: 3 clusters Score -3307078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3307096.250000 Penalty: 4966.766113
	Iteration 31Q: 3 clusters Score -3307096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3307115.250000 Penalty: 4966.766113
	Iteration 32Q: 3 clusters Score -3307115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3307136.000000 Penalty: 4966.766113
	Iteration 33Q: 3 clusters Score -3307136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3307136.250000 Penalty: 4966.766113
	Iteration 34Q: 3 clusters Score -3307136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3307158.250000 Penalty: 4966.766113
	Iteration 35Q: 3 clusters Score -3307158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3307160.000000 Penalty: 4966.766113
	Iteration 36Q: 3 clusters Score -3307160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3307163.250000 Penalty: 4966.766113
	Iteration 37Q: 3 clusters Score -3307163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3307180.000000 Penalty: 4966.766113
	Iteration 38Q: 3 clusters Score -3307180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3307186.250000 Penalty: 4966.766113
	Iteration 39Q: 3 clusters Score -3307186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3307199.750000 Penalty: 4966.766113
	Iteration 40F: 3 clusters Score -3307200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3307201.250000 Penalty: 4966.766113
	Iteration 41Q: 3 clusters Score -3307201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3307197.750000 Penalty: 4966.766113
	Iteration 42Q: 3 clusters Score -3307198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3307208.000000 Penalty: 4966.766113
	Iteration 43Q: 3 clusters Score -3307208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3307206.250000 Penalty: 4966.766113
	Iteration 44Q: 3 clusters Score -3307206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3307213.000000 Penalty: 4966.766113
	Iteration 45Q: 3 clusters Score -3307213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3307216.250000 Penalty: 4966.766113
	Iteration 46Q: 3 clusters Score -3307216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3307223.250000 Penalty: 4966.766113
	Iteration 47Q: 3 clusters Score -3307223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3307227.250000 Penalty: 4966.766113
	Iteration 48Q: 3 clusters Score -3307227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3307233.250000 Penalty: 4966.766113
	Iteration 49Q: 3 clusters Score -3307233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3307239.000000 Penalty: 4966.766113
	Iteration 50Q: 3 clusters Score -3307239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3307240.750000 Penalty: 4966.766113
	Iteration 51Q: 3 clusters Score -3307241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3307244.000000 Penalty: 4966.766113
	Iteration 52Q: 3 clusters Score -3307244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3307246.500000 Penalty: 4966.766113
	Iteration 53Q: 3 clusters Score -3307246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3307252.750000 Penalty: 4966.766113
	Iteration 54Q: 3 clusters Score -3307253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3307259.750000 Penalty: 4966.766113
	Iteration 55Q: 3 clusters Score -3307260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3307253.000000 Penalty: 4966.766113
	Iteration 56Q: 3 clusters Score -3307253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3307249.000000 Penalty: 4966.766113
	Iteration 57Q: 3 clusters Score -3307249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3307250.500000 Penalty: 4966.766113
	Iteration 58Q: 3 clusters Score -3307250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3307253.250000 Penalty: 4966.766113
	Iteration 59Q: 3 clusters Score -3307253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3307253.250000 Penalty: 4966.766113
	Iteration 60F: 3 clusters Score -3307253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3307252.500000 Penalty: 4966.766113
	Iteration 61Q: 3 clusters Score -3307252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3307251.250000 Penalty: 4966.766113
	Iteration 62Q: 3 clusters Score -3307251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3307253.000000 Penalty: 4966.766113
	Iteration 63Q: 3 clusters Score -3307253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3307253.000000 Penalty: 4966.766113
	Iteration 64F: 3 clusters Score -3307253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -598906.812500 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -598906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -594874.312500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -594874.3 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -595789.687500 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -595789.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -596015.062500 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -596015.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -596180.062500 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -596180.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -596356.000000 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -596356 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -596561.187500 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -596561.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -596759.875000 Penalty: 4144.851074
	Iteration 6F: 3 clusters Score -596759.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -596944.187500 Penalty: 4144.851074
	Iteration 7F: 3 clusters Score -596944.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -597108.312500 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -597108.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -597235.750000 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -597235.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -597342.562500 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -597342.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -597430.812500 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -597430.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -597493.687500 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -597493.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -597530.187500 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -597530.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -597561.625000 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -597561.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -597581.875000 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -597581.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -597601.437500 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -597601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -597614.750000 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -597614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -597629.312500 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -597629.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -597638.687500 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -597638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -597642.875000 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -597642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -597648.062500 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -597648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -597656.437500 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -597656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -597660.750000 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -597660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -597665.062500 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -597665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -597668.000000 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -597668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -597669.937500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -597669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -597670.187500 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -597670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -597670.187500 Penalty: 4144.851074
	Iteration 28F: 3 clusters Score -597670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24718.617188 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24718.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24763.664062 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24763.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24806.265625 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24806.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24848.992188 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24848.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24884.261719 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24884.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24913.816406 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -24913.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24988.253906 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24988.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25003.529297 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -25003.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25017.164062 Penalty: 2666.138184
	Iteration 8Q: 3 clusters Score -25017.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25024.185547 Penalty: 2666.138184
	Iteration 9Q: 3 clusters Score -25024.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25041.416016 Penalty: 2666.138184
	Iteration 10Q: 3 clusters Score -25041.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25043.992188 Penalty: 2666.138184
	Iteration 11Q: 3 clusters Score -25043.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25043.992188 Penalty: 2666.138184
	Iteration 12F: 3 clusters Score -25043.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -828063.000000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -828063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -823051.437500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -823051.4 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -824343.562500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -824343.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -824588.750000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -824588.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -824714.125000 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -824714.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -824796.562500 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -824796.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -824870.375000 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -824870.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -824941.125000 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -824941.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -824991.937500 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -824991.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -825036.875000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -825036.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -825071.500000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -825071.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -825109.937500 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -825109.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -825136.000000 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -825136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -825162.000000 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -825162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -825188.625000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -825188.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -825223.062500 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -825223.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -825264.625000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -825264.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -825324.562500 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -825324.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -825395.437500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -825395.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -825475.812500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -825475.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -825553.437500 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -825553.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -825635.687500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -825635.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -825706.687500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -825706.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -825778.375000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -825778.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -825840.312500 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -825840.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -825889.125000 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -825889.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -825943.812500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -825943.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -825998.875000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -825998.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -826048.687500 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -826048.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -826092.437500 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -826092.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -826132.500000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -826132.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -826165.375000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -826165.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -826182.125000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -826182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -826191.937500 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -826191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -826199.375000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -826199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -826206.812500 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -826206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -826214.500000 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -826214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -826220.812500 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -826220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -826225.437500 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -826225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -826229.187500 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -826229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -826235.125000 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -826235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -826237.812500 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -826237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -826242.937500 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -826242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -826245.312500 Penalty: 4292.208008
	Iteration 42Q: 3 clusters Score -826245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -826246.875000 Penalty: 4292.208008
	Iteration 43Q: 3 clusters Score -826246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -826253.687500 Penalty: 4292.208008
	Iteration 44Q: 3 clusters Score -826253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -826256.125000 Penalty: 4292.208008
	Iteration 45Q: 3 clusters Score -826256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -826261.562500 Penalty: 4292.208008
	Iteration 46Q: 3 clusters Score -826261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -826266.437500 Penalty: 4292.208008
	Iteration 47Q: 3 clusters Score -826266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -826269.375000 Penalty: 4292.208008
	Iteration 48Q: 3 clusters Score -826269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -826270.437500 Penalty: 4292.208008
	Iteration 49Q: 3 clusters Score -826270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -826272.437500 Penalty: 4292.208008
	Iteration 50Q: 3 clusters Score -826272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -826274.000000 Penalty: 4292.208008
	Iteration 51Q: 3 clusters Score -826274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -826278.500000 Penalty: 4292.208008
	Iteration 52Q: 3 clusters Score -826278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -826278.312500 Penalty: 4292.208008
	Iteration 53Q: 3 clusters Score -826278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -826278.312500 Penalty: 4292.208008
	Iteration 54F: 3 clusters Score -826278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -295557.875000 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -295557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -292886.562500 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -292886.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -293339.375000 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -293339.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -293454.343750 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -293454.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -293519.437500 Penalty: 3800.817139
	Iteration 3Q: 3 clusters Score -293519.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -293557.687500 Penalty: 3800.817139
	Iteration 4Q: 3 clusters Score -293557.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -293585.906250 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -293585.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -293596.812500 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -293596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -293609.187500 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -293609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -293618.875000 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -293618.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -293625.156250 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -293625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -293631.500000 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -293631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293637.625000 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -293637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -293639.156250 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -293639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -293640.187500 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -293640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -293641.062500 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -293641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -293642.531250 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -293642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -293643.562500 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -293643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293643.875000 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -293643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -293644.625000 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -293644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -293645.187500 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -293645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -293645.656250 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -293645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 125 members 
Entering Unmasked Estep 
Score: -27822.533203 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27822.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28026.177734 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28026.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28122.792969 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28122.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28176.546875 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28176.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28204.750000 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28204.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28209.291016 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28209.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28236.804688 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28259.046875 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28259.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28268.964844 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28268.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28268.964844 Penalty: 2748.466797
	Iteration 9F: 3 clusters Score -28268.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (98244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Entering Unmasked Estep 
Score: -14413053.000000 Penalty: 2850.812012
	Iteration 0F: 2 clusters Score -1.441305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -14347616.000000 Penalty: 5701.624023
	Iteration 0F: 3 clusters Score -1.434762e+07 nChanged 46356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -14374089.000000 Penalty: 5701.624023
	Iteration 1F: 3 clusters Score -1.437409e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -14374857.000000 Penalty: 5701.624023
	Iteration 2Q: 3 clusters Score -1.437486e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -14375876.000000 Penalty: 5701.624023
	Iteration 3Q: 3 clusters Score -1.437588e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -14376935.000000 Penalty: 5701.624023
	Iteration 4Q: 3 clusters Score -1.437694e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -14378238.000000 Penalty: 5701.624023
	Iteration 5Q: 3 clusters Score -1.437824e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -14380030.000000 Penalty: 5701.624023
	Iteration 6Q: 3 clusters Score -1.438003e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -14382605.000000 Penalty: 5701.624023
	Iteration 7Q: 3 clusters Score -1.43826e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -14385931.000000 Penalty: 5701.624023
	Iteration 8F: 3 clusters Score -1.438593e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -14390106.000000 Penalty: 5701.624023
	Iteration 9F: 3 clusters Score -1.439011e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -14394195.000000 Penalty: 5701.624023
	Iteration 10F: 3 clusters Score -1.43942e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -14397049.000000 Penalty: 5701.624023
	Iteration 11Q: 3 clusters Score -1.439705e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -14399038.000000 Penalty: 5701.624023
	Iteration 12Q: 3 clusters Score -1.439904e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -14400503.000000 Penalty: 5701.624023
	Iteration 13Q: 3 clusters Score -1.44005e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -14401658.000000 Penalty: 5701.624023
	Iteration 14Q: 3 clusters Score -1.440166e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -14402805.000000 Penalty: 5701.624023
	Iteration 15Q: 3 clusters Score -1.44028e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -14403713.000000 Penalty: 5701.624023
	Iteration 16Q: 3 clusters Score -1.440371e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -14404873.000000 Penalty: 5701.624023
	Iteration 17Q: 3 clusters Score -1.440487e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -14406071.000000 Penalty: 5701.624023
	Iteration 18Q: 3 clusters Score -1.440607e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -14407203.000000 Penalty: 5701.624023
	Iteration 19Q: 3 clusters Score -1.44072e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -14408175.000000 Penalty: 5701.624023
	Iteration 20F: 3 clusters Score -1.440818e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -14408885.000000 Penalty: 5701.624023
	Iteration 21Q: 3 clusters Score -1.440888e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14409514.000000 Penalty: 5701.624023
	Iteration 22Q: 3 clusters Score -1.440951e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -14410041.000000 Penalty: 5701.624023
	Iteration 23Q: 3 clusters Score -1.441004e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -14410323.000000 Penalty: 5701.624023
	Iteration 24Q: 3 clusters Score -1.441032e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14410498.000000 Penalty: 5701.624023
	Iteration 25Q: 3 clusters Score -1.44105e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -14410629.000000 Penalty: 5701.624023
	Iteration 26Q: 3 clusters Score -1.441063e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14410689.000000 Penalty: 5701.624023
	Iteration 27Q: 3 clusters Score -1.441069e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14410758.000000 Penalty: 5701.624023
	Iteration 28Q: 3 clusters Score -1.441076e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14410771.000000 Penalty: 5701.624023
	Iteration 29Q: 3 clusters Score -1.441077e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14410845.000000 Penalty: 5701.624023
	Iteration 30Q: 3 clusters Score -1.441084e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14410860.000000 Penalty: 5701.624023
	Iteration 31Q: 3 clusters Score -1.441086e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -14410863.000000 Penalty: 5701.624023
	Iteration 32Q: 3 clusters Score -1.441086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14410864.000000 Penalty: 5701.624023
	Iteration 33Q: 3 clusters Score -1.441086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14410886.000000 Penalty: 5701.624023
	Iteration 34Q: 3 clusters Score -1.441089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14410889.000000 Penalty: 5701.624023
	Iteration 35Q: 3 clusters Score -1.441089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14410886.000000 Penalty: 5701.624023
	Iteration 36Q: 3 clusters Score -1.441089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14410891.000000 Penalty: 5701.624023
	Iteration 37Q: 3 clusters Score -1.441089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14410897.000000 Penalty: 5701.624023
	Iteration 38Q: 3 clusters Score -1.44109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14410909.000000 Penalty: 5701.624023
	Iteration 39Q: 3 clusters Score -1.441091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14410907.000000 Penalty: 5701.624023
	Iteration 40F: 3 clusters Score -1.441091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14410933.000000 Penalty: 5701.624023
	Iteration 41Q: 3 clusters Score -1.441093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14410931.000000 Penalty: 5701.624023
	Iteration 42Q: 3 clusters Score -1.441093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14410925.000000 Penalty: 5701.624023
	Iteration 43Q: 3 clusters Score -1.441092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14410936.000000 Penalty: 5701.624023
	Iteration 44Q: 3 clusters Score -1.441094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14410935.000000 Penalty: 5701.624023
	Iteration 45Q: 3 clusters Score -1.441094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14410943.000000 Penalty: 5701.624023
	Iteration 46Q: 3 clusters Score -1.441094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14410935.000000 Penalty: 5701.624023
	Iteration 47Q: 3 clusters Score -1.441094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14410928.000000 Penalty: 5701.624023
	Iteration 48Q: 3 clusters Score -1.441093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14410929.000000 Penalty: 5701.624023
	Iteration 49Q: 3 clusters Score -1.441093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14410928.000000 Penalty: 5701.624023
	Iteration 50Q: 3 clusters Score -1.441093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14410935.000000 Penalty: 5701.624023
	Iteration 51Q: 3 clusters Score -1.441094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14410936.000000 Penalty: 5701.624023
	Iteration 52Q: 3 clusters Score -1.441094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14410928.000000 Penalty: 5701.624023
	Iteration 53Q: 3 clusters Score -1.441093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14410936.000000 Penalty: 5701.624023
	Iteration 54Q: 3 clusters Score -1.441094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14410936.000000 Penalty: 5701.624023
	Iteration 55F: 3 clusters Score -1.441094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94848.117188 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94848.12 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95171.398438 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95171.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95355.093750 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95355.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95506.156250 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95506.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95675.929688 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -95675.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95833.445312 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -95833.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95931.898438 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -95931.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96055.351562 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96055.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96170.367188 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96170.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96290.109375 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96290.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96442.351562 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96442.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96585.117188 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96585.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96642.125000 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96642.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96665.281250 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96665.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96685.054688 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96685.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96691.421875 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96691.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96706.382812 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96706.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96738.179688 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96738.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96752.140625 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96752.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96787.500000 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -96787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96854.601562 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -96854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96894.875000 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -96894.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96894.875000 Penalty: 3277.568359
	Iteration 22F: 3 clusters Score -96894.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 126686 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33306 members 
Mstep: Class 9 contains 34831 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 28262 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22329 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98244 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 196549 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 466 members 
Entering Unmasked Estep 
Score: -128965832.000000 Penalty: 105449.875000
Splitting cluster 28 changes total score from -128967424.000000 to -128965832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (196549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196549 members 
Entering Unmasked Estep 
Score: -28785354.000000 Penalty: 3022.789551
	Iteration 0F: 2 clusters Score -2.878535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -28660882.000000 Penalty: 6045.579102
	Iteration 0F: 3 clusters Score -2.866088e+07 nChanged 94448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -28716106.000000 Penalty: 6045.579102
	Iteration 1F: 3 clusters Score -2.871611e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -28716768.000000 Penalty: 6045.579102
	Iteration 2Q: 3 clusters Score -2.871677e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -28717572.000000 Penalty: 6045.579102
	Iteration 3Q: 3 clusters Score -2.871757e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -28718352.000000 Penalty: 6045.579102
	Iteration 4Q: 3 clusters Score -2.871835e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -28719824.000000 Penalty: 6045.579102
	Iteration 5Q: 3 clusters Score -2.871982e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -28721974.000000 Penalty: 6045.579102
	Iteration 6Q: 3 clusters Score -2.872197e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -28725958.000000 Penalty: 6045.579102
	Iteration 7Q: 3 clusters Score -2.872596e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 132658 members 
Entering Unmasked Estep 
Score: -28732426.000000 Penalty: 6045.579102
	Iteration 8F: 3 clusters Score -2.873243e+07 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -28742288.000000 Penalty: 6045.579102
	Iteration 9F: 3 clusters Score -2.874229e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -28754266.000000 Penalty: 6045.579102
	Iteration 10F: 3 clusters Score -2.875427e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -28764932.000000 Penalty: 6045.579102
	Iteration 11F: 3 clusters Score -2.876493e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -28771874.000000 Penalty: 6045.579102
	Iteration 12Q: 3 clusters Score -2.877187e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 182575 members 
Entering Unmasked Estep 
Score: -28775752.000000 Penalty: 6045.579102
	Iteration 13Q: 3 clusters Score -2.877575e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 185372 members 
Entering Unmasked Estep 
Score: -28777608.000000 Penalty: 6045.579102
	Iteration 14Q: 3 clusters Score -2.877761e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 187385 members 
Entering Unmasked Estep 
Score: -28779060.000000 Penalty: 6045.579102
	Iteration 15Q: 3 clusters Score -2.877906e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 188931 members 
Entering Unmasked Estep 
Score: -28779906.000000 Penalty: 6045.579102
	Iteration 16Q: 3 clusters Score -2.877991e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 190183 members 
Entering Unmasked Estep 
Score: -28780676.000000 Penalty: 6045.579102
	Iteration 17Q: 3 clusters Score -2.878068e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 191190 members 
Entering Unmasked Estep 
Score: -28781314.000000 Penalty: 6045.579102
	Iteration 18Q: 3 clusters Score -2.878131e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -28781616.000000 Penalty: 6045.579102
	Iteration 19Q: 3 clusters Score -2.878162e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 192495 members 
Entering Unmasked Estep 
Score: -28781818.000000 Penalty: 6045.579102
	Iteration 20F: 3 clusters Score -2.878182e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -28782120.000000 Penalty: 6045.579102
	Iteration 21Q: 3 clusters Score -2.878212e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 193326 members 
Entering Unmasked Estep 
Score: -28782312.000000 Penalty: 6045.579102
	Iteration 22Q: 3 clusters Score -2.878231e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 193607 members 
Entering Unmasked Estep 
Score: -28782390.000000 Penalty: 6045.579102
	Iteration 23Q: 3 clusters Score -2.878239e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 193834 members 
Entering Unmasked Estep 
Score: -28782480.000000 Penalty: 6045.579102
	Iteration 24Q: 3 clusters Score -2.878248e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 194022 members 
Entering Unmasked Estep 
Score: -28782526.000000 Penalty: 6045.579102
	Iteration 25Q: 3 clusters Score -2.878253e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 194171 members 
Entering Unmasked Estep 
Score: -28782636.000000 Penalty: 6045.579102
	Iteration 26Q: 3 clusters Score -2.878264e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 194290 members 
Entering Unmasked Estep 
Score: -28782678.000000 Penalty: 6045.579102
	Iteration 27Q: 3 clusters Score -2.878268e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 194398 members 
Entering Unmasked Estep 
Score: -28782728.000000 Penalty: 6045.579102
	Iteration 28Q: 3 clusters Score -2.878273e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 194487 members 
Entering Unmasked Estep 
Score: -28782790.000000 Penalty: 6045.579102
	Iteration 29Q: 3 clusters Score -2.878279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 194567 members 
Entering Unmasked Estep 
Score: -28782834.000000 Penalty: 6045.579102
	Iteration 30Q: 3 clusters Score -2.878283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 194615 members 
Entering Unmasked Estep 
Score: -28782860.000000 Penalty: 6045.579102
	Iteration 31Q: 3 clusters Score -2.878286e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 194664 members 
Entering Unmasked Estep 
Score: -28782866.000000 Penalty: 6045.579102
	Iteration 32Q: 3 clusters Score -2.878287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 194711 members 
Entering Unmasked Estep 
Score: -28782874.000000 Penalty: 6045.579102
	Iteration 33Q: 3 clusters Score -2.878287e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -28782892.000000 Penalty: 6045.579102
	Iteration 34Q: 3 clusters Score -2.878289e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 194775 members 
Entering Unmasked Estep 
Score: -28782916.000000 Penalty: 6045.579102
	Iteration 35Q: 3 clusters Score -2.878292e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 194797 members 
Entering Unmasked Estep 
Score: -28782934.000000 Penalty: 6045.579102
	Iteration 36Q: 3 clusters Score -2.878293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 194815 members 
Entering Unmasked Estep 
Score: -28782924.000000 Penalty: 6045.579102
	Iteration 37Q: 3 clusters Score -2.878292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -28782948.000000 Penalty: 6045.579102
	Iteration 38Q: 3 clusters Score -2.878295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 194850 members 
Entering Unmasked Estep 
Score: -28782938.000000 Penalty: 6045.579102
	Iteration 39Q: 3 clusters Score -2.878294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -28782924.000000 Penalty: 6045.579102
	Iteration 40F: 3 clusters Score -2.878292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 194877 members 
Entering Unmasked Estep 
Score: -28782948.000000 Penalty: 6045.579102
	Iteration 41Q: 3 clusters Score -2.878295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 194882 members 
Entering Unmasked Estep 
Score: -28782954.000000 Penalty: 6045.579102
	Iteration 42Q: 3 clusters Score -2.878295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -28782970.000000 Penalty: 6045.579102
	Iteration 43Q: 3 clusters Score -2.878297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -28782962.000000 Penalty: 6045.579102
	Iteration 44Q: 3 clusters Score -2.878296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 194892 members 
Entering Unmasked Estep 
Score: -28782962.000000 Penalty: 6045.579102
	Iteration 45Q: 3 clusters Score -2.878296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 194906 members 
Entering Unmasked Estep 
Score: -28782972.000000 Penalty: 6045.579102
	Iteration 46Q: 3 clusters Score -2.878297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -28783000.000000 Penalty: 6045.579102
	Iteration 47Q: 3 clusters Score -2.8783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -28783002.000000 Penalty: 6045.579102
	Iteration 48Q: 3 clusters Score -2.8783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -28782962.000000 Penalty: 6045.579102
	Iteration 49Q: 3 clusters Score -2.878296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 194928 members 
Entering Unmasked Estep 
Score: -28782998.000000 Penalty: 6045.579102
	Iteration 50Q: 3 clusters Score -2.8783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 194934 members 
Entering Unmasked Estep 
Score: -28782994.000000 Penalty: 6045.579102
	Iteration 51Q: 3 clusters Score -2.878299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 194941 members 
Entering Unmasked Estep 
Score: -28782988.000000 Penalty: 6045.579102
	Iteration 52Q: 3 clusters Score -2.878299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 194943 members 
Entering Unmasked Estep 
Score: -28782978.000000 Penalty: 6045.579102
	Iteration 53Q: 3 clusters Score -2.878298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -28782988.000000 Penalty: 6045.579102
	Iteration 54Q: 3 clusters Score -2.878299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -28782994.000000 Penalty: 6045.579102
	Iteration 55Q: 3 clusters Score -2.878299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 194948 members 
Entering Unmasked Estep 
Score: -28782982.000000 Penalty: 6045.579102
	Iteration 56Q: 3 clusters Score -2.878298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 194948 members 
Entering Unmasked Estep 
Score: -28782982.000000 Penalty: 6045.579102
	Iteration 57F: 3 clusters Score -2.878298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94038.031250 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -94038.03 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94411.585938 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94411.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94598.843750 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94598.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94738.656250 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94738.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94876.828125 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -94876.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95039.914062 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -95039.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95168.515625 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95168.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95241.726562 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95241.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95258.406250 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95258.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95259.718750 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95259.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95264.343750 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95264.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95268.101562 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95276.468750 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95276.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95295.882812 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95295.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95346.953125 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95346.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95354.343750 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95354.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95355.468750 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -95355.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95360.718750 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -95360.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95383.914062 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -95383.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95404.929688 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -95404.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95408.828125 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -95408.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95412.781250 Penalty: 3290.125977
	Iteration 21Q: 3 clusters Score -95412.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95415.460938 Penalty: 3290.125977
	Iteration 22Q: 3 clusters Score -95415.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95432.867188 Penalty: 3290.125977
	Iteration 23Q: 3 clusters Score -95432.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95445.273438 Penalty: 3290.125977
	Iteration 24Q: 3 clusters Score -95445.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95456.132812 Penalty: 3290.125977
	Iteration 25Q: 3 clusters Score -95456.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95469.554688 Penalty: 3290.125977
	Iteration 26Q: 3 clusters Score -95469.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95481.726562 Penalty: 3290.125977
	Iteration 27Q: 3 clusters Score -95481.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95481.726562 Penalty: 3290.125977
	Iteration 28F: 3 clusters Score -95481.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 126686 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33306 members 
Mstep: Class 9 contains 34831 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 28262 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22329 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98244 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196549 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967304.000000 Penalty: 102048.265625
Iteration 359Q: 31 clusters Score -1.289673e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 126618 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33309 members 
Mstep: Class 9 contains 34832 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 28313 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43677 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22322 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98240 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196582 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967368.000000 Penalty: 102048.265625
Iteration 360F: 31 clusters Score -1.289674e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 126586 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42096 members 
Mstep: Class 8 contains 33312 members 
Mstep: Class 9 contains 34839 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40095 members 
Mstep: Class 12 contains 28359 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43679 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22309 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98229 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196595 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967280.000000 Penalty: 102048.265625
Iteration 361Q: 31 clusters Score -1.289673e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44462 members 
Mstep: Class 5 contains 126571 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 33310 members 
Mstep: Class 9 contains 34842 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43681 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22303 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98218 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196593 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967560.000000 Penalty: 102048.265625
Iteration 362Q: 31 clusters Score -1.289676e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44459 members 
Mstep: Class 5 contains 126531 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42092 members 
Mstep: Class 8 contains 33308 members 
Mstep: Class 9 contains 34848 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 28468 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 43684 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22300 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98211 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196573 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967408.000000 Penalty: 102048.265625
Iteration 363Q: 31 clusters Score -1.289674e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44454 members 
Mstep: Class 5 contains 126525 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 33304 members 
Mstep: Class 9 contains 34855 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 28518 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22284 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98200 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196557 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967384.000000 Penalty: 102048.265625
Iteration 364Q: 31 clusters Score -1.289674e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44450 members 
Mstep: Class 5 contains 126498 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 42074 members 
Mstep: Class 8 contains 33302 members 
Mstep: Class 9 contains 34863 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 28573 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43689 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22278 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98183 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196552 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967344.000000 Penalty: 102048.265625
Iteration 365Q: 31 clusters Score -1.289673e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 126460 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42075 members 
Mstep: Class 8 contains 33299 members 
Mstep: Class 9 contains 34871 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 28636 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22268 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98171 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196548 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967360.000000 Penalty: 102048.265625
Iteration 366Q: 31 clusters Score -1.289674e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44432 members 
Mstep: Class 5 contains 126440 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42076 members 
Mstep: Class 8 contains 33302 members 
Mstep: Class 9 contains 34881 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 28702 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43692 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22264 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98149 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196532 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 367Q: 31 clusters Score -1.289674e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44423 members 
Mstep: Class 5 contains 126443 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42074 members 
Mstep: Class 8 contains 33304 members 
Mstep: Class 9 contains 34881 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 28746 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 43690 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22252 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98129 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196518 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967416.000000 Penalty: 102048.265625
Iteration 368Q: 31 clusters Score -1.289674e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44414 members 
Mstep: Class 5 contains 126451 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42083 members 
Mstep: Class 8 contains 33303 members 
Mstep: Class 9 contains 34891 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 28791 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43690 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22239 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98099 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196485 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 369Q: 31 clusters Score -1.289674e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44413 members 
Mstep: Class 5 contains 126461 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42079 members 
Mstep: Class 8 contains 33301 members 
Mstep: Class 9 contains 34900 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 28845 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 43692 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22227 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98081 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196431 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967360.000000 Penalty: 102048.265625
Iteration 370Q: 31 clusters Score -1.289674e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44408 members 
Mstep: Class 5 contains 126454 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42078 members 
Mstep: Class 8 contains 33296 members 
Mstep: Class 9 contains 34908 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 43693 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22217 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98061 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196406 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967304.000000 Penalty: 102048.265625
Iteration 371Q: 31 clusters Score -1.289673e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44401 members 
Mstep: Class 5 contains 126454 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 42074 members 
Mstep: Class 8 contains 33293 members 
Mstep: Class 9 contains 34913 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 28965 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 43691 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98054 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196369 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967304.000000 Penalty: 102048.265625
Iteration 372Q: 31 clusters Score -1.289673e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44397 members 
Mstep: Class 5 contains 126423 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42077 members 
Mstep: Class 8 contains 33290 members 
Mstep: Class 9 contains 34916 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 29026 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28388 members 
Mstep: Class 18 contains 43691 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 98033 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196355 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967328.000000 Penalty: 102048.265625
Iteration 373Q: 31 clusters Score -1.289673e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 126435 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 33288 members 
Mstep: Class 9 contains 34914 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 29080 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43691 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22193 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97997 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196339 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967512.000000 Penalty: 102048.265625
Iteration 374Q: 31 clusters Score -1.289675e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44378 members 
Mstep: Class 5 contains 126472 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 42071 members 
Mstep: Class 8 contains 33287 members 
Mstep: Class 9 contains 34918 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 29127 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43693 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 21 contains 22178 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97964 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196299 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967592.000000 Penalty: 102048.265625
Iteration 375Q: 31 clusters Score -1.289676e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44375 members 
Mstep: Class 5 contains 126494 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 42062 members 
Mstep: Class 8 contains 33278 members 
Mstep: Class 9 contains 34924 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43698 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38555 members 
Mstep: Class 21 contains 22161 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97941 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196278 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967664.000000 Penalty: 102048.265625
Iteration 376Q: 31 clusters Score -1.289677e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44377 members 
Mstep: Class 5 contains 126494 members 
Mstep: Class 6 contains 8766 members 
Mstep: Class 7 contains 42063 members 
Mstep: Class 8 contains 33277 members 
Mstep: Class 9 contains 34930 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 29206 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43703 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 22144 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97921 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196266 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967608.000000 Penalty: 102048.265625
Iteration 377Q: 31 clusters Score -1.289676e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44377 members 
Mstep: Class 5 contains 126517 members 
Mstep: Class 6 contains 8766 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 8 contains 33280 members 
Mstep: Class 9 contains 34945 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 29240 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12025 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43702 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 22126 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97909 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196216 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967392.000000 Penalty: 102048.265625
Iteration 378Q: 31 clusters Score -1.289674e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44370 members 
Mstep: Class 5 contains 126541 members 
Mstep: Class 6 contains 8766 members 
Mstep: Class 7 contains 42060 members 
Mstep: Class 8 contains 33280 members 
Mstep: Class 9 contains 34958 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 22120 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97897 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196158 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967552.000000 Penalty: 102048.265625
Iteration 379Q: 31 clusters Score -1.289676e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44359 members 
Mstep: Class 5 contains 126553 members 
Mstep: Class 6 contains 8767 members 
Mstep: Class 7 contains 42059 members 
Mstep: Class 8 contains 33283 members 
Mstep: Class 9 contains 34973 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40116 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 43710 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22114 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97891 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196110 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967400.000000 Penalty: 102048.265625
Iteration 380F: 31 clusters Score -1.289674e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44350 members 
Mstep: Class 5 contains 126587 members 
Mstep: Class 6 contains 8768 members 
Mstep: Class 7 contains 42057 members 
Mstep: Class 8 contains 33288 members 
Mstep: Class 9 contains 34977 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40118 members 
Mstep: Class 12 contains 29327 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 43711 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97875 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196066 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967280.000000 Penalty: 102048.265625
Iteration 381Q: 31 clusters Score -1.289673e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44344 members 
Mstep: Class 5 contains 126597 members 
Mstep: Class 6 contains 8770 members 
Mstep: Class 7 contains 42051 members 
Mstep: Class 8 contains 33285 members 
Mstep: Class 9 contains 34979 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 29372 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 43708 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22097 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97865 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196038 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967184.000000 Penalty: 102048.265625
Iteration 382Q: 31 clusters Score -1.289672e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44335 members 
Mstep: Class 5 contains 126597 members 
Mstep: Class 6 contains 8770 members 
Mstep: Class 7 contains 42049 members 
Mstep: Class 8 contains 33288 members 
Mstep: Class 9 contains 34986 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 29411 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 43711 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22081 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97853 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196029 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967472.000000 Penalty: 102048.265625
Iteration 383Q: 31 clusters Score -1.289675e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44323 members 
Mstep: Class 5 contains 126601 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 42057 members 
Mstep: Class 8 contains 33287 members 
Mstep: Class 9 contains 34989 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28395 members 
Mstep: Class 18 contains 43715 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22066 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97835 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 196003 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967400.000000 Penalty: 102048.265625
Iteration 384Q: 31 clusters Score -1.289674e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 126622 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 42053 members 
Mstep: Class 8 contains 33287 members 
Mstep: Class 9 contains 34994 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22044 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97834 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195966 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967464.000000 Penalty: 102048.265625
Iteration 385Q: 31 clusters Score -1.289675e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44311 members 
Mstep: Class 5 contains 126647 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 42057 members 
Mstep: Class 8 contains 33288 members 
Mstep: Class 9 contains 35002 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22027 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97833 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195905 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967528.000000 Penalty: 102048.265625
Iteration 386Q: 31 clusters Score -1.289675e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 44309 members 
Mstep: Class 5 contains 126678 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 42054 members 
Mstep: Class 8 contains 33287 members 
Mstep: Class 9 contains 35011 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40118 members 
Mstep: Class 12 contains 29599 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 43719 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97812 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195861 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967536.000000 Penalty: 102048.265625
Iteration 387Q: 31 clusters Score -1.289675e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44306 members 
Mstep: Class 5 contains 126719 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 42050 members 
Mstep: Class 8 contains 33289 members 
Mstep: Class 9 contains 35020 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 12 contains 29645 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28401 members 
Mstep: Class 18 contains 43716 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21993 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97808 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195795 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967760.000000 Penalty: 102048.265625
Iteration 388Q: 31 clusters Score -1.289678e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44302 members 
Mstep: Class 5 contains 126765 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 42040 members 
Mstep: Class 8 contains 33286 members 
Mstep: Class 9 contains 35037 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 29683 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28401 members 
Mstep: Class 18 contains 43716 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21971 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97796 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195742 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967536.000000 Penalty: 102048.265625
Iteration 389Q: 31 clusters Score -1.289675e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44301 members 
Mstep: Class 5 contains 126787 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42029 members 
Mstep: Class 8 contains 33283 members 
Mstep: Class 9 contains 35054 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 29727 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28404 members 
Mstep: Class 18 contains 43715 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21959 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97781 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195698 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967672.000000 Penalty: 102048.265625
Iteration 390Q: 31 clusters Score -1.289677e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44299 members 
Mstep: Class 5 contains 126834 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42022 members 
Mstep: Class 8 contains 33276 members 
Mstep: Class 9 contains 35072 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40101 members 
Mstep: Class 12 contains 29760 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28406 members 
Mstep: Class 18 contains 43709 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21938 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97756 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195672 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967456.000000 Penalty: 102048.265625
Iteration 391Q: 31 clusters Score -1.289675e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44291 members 
Mstep: Class 5 contains 126852 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 42024 members 
Mstep: Class 8 contains 33260 members 
Mstep: Class 9 contains 35089 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 29797 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43707 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21915 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97745 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195658 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967408.000000 Penalty: 102048.265625
Iteration 392Q: 31 clusters Score -1.289674e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 44293 members 
Mstep: Class 5 contains 126871 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 42017 members 
Mstep: Class 8 contains 33251 members 
Mstep: Class 9 contains 35095 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40092 members 
Mstep: Class 12 contains 29837 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28413 members 
Mstep: Class 18 contains 43704 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97739 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195647 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967344.000000 Penalty: 102048.265625
Iteration 393Q: 31 clusters Score -1.289673e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44295 members 
Mstep: Class 5 contains 126896 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 41997 members 
Mstep: Class 8 contains 33244 members 
Mstep: Class 9 contains 35114 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40083 members 
Mstep: Class 12 contains 29886 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28412 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97729 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195620 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967192.000000 Penalty: 102048.265625
Iteration 394Q: 31 clusters Score -1.289672e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 44295 members 
Mstep: Class 5 contains 126900 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 41974 members 
Mstep: Class 8 contains 33231 members 
Mstep: Class 9 contains 35129 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 29925 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21847 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97717 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195640 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967088.000000 Penalty: 102048.265625
Iteration 395Q: 31 clusters Score -1.289671e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44300 members 
Mstep: Class 5 contains 126910 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 41968 members 
Mstep: Class 8 contains 33228 members 
Mstep: Class 9 contains 35142 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40066 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21819 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97692 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195656 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966928.000000 Penalty: 102048.265625
Iteration 396Q: 31 clusters Score -1.289669e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44304 members 
Mstep: Class 5 contains 126894 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 8 contains 33210 members 
Mstep: Class 9 contains 35159 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40065 members 
Mstep: Class 12 contains 29998 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43710 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21790 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97687 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195667 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966920.000000 Penalty: 102048.265625
Iteration 397Q: 31 clusters Score -1.289669e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 126862 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41959 members 
Mstep: Class 8 contains 33199 members 
Mstep: Class 9 contains 35188 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40059 members 
Mstep: Class 12 contains 30050 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28409 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21769 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97672 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195673 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966816.000000 Penalty: 102048.265625
Iteration 398Q: 31 clusters Score -1.289668e+08 nChanged 489
Entering ConstructFrom: 
Score: -128966816.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (55706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Entering Unmasked Estep 
Score: -8256483.000000 Penalty: 2710.104980
	Iteration 0F: 2 clusters Score -8256483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -8218944.000000 Penalty: 5420.209961
	Iteration 0F: 3 clusters Score -8218944 nChanged 25760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -8233263.000000 Penalty: 5420.209961
	Iteration 1F: 3 clusters Score -8233263 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -8234042.500000 Penalty: 5420.209961
	Iteration 2Q: 3 clusters Score -8234042 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -8234844.000000 Penalty: 5420.209961
	Iteration 3Q: 3 clusters Score -8234844 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -8235758.000000 Penalty: 5420.209961
	Iteration 4Q: 3 clusters Score -8235758 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -8236763.500000 Penalty: 5420.209961
	Iteration 5Q: 3 clusters Score -8236764 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -8237697.500000 Penalty: 5420.209961
	Iteration 6Q: 3 clusters Score -8237698 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -8238829.000000 Penalty: 5420.209961
	Iteration 7Q: 3 clusters Score -8238829 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -8240182.000000 Penalty: 5420.209961
	Iteration 8Q: 3 clusters Score -8240182 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8242019.500000 Penalty: 5420.209961
	Iteration 9F: 3 clusters Score -8242020 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -8244177.500000 Penalty: 5420.209961
	Iteration 10F: 3 clusters Score -8244178 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8246572.000000 Penalty: 5420.209961
	Iteration 11F: 3 clusters Score -8246572 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8248837.000000 Penalty: 5420.209961
	Iteration 12F: 3 clusters Score -8248837 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -8250577.500000 Penalty: 5420.209961
	Iteration 13Q: 3 clusters Score -8250578 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -8252014.000000 Penalty: 5420.209961
	Iteration 14Q: 3 clusters Score -8252014 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -8253018.000000 Penalty: 5420.209961
	Iteration 15Q: 3 clusters Score -8253018 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -8253810.500000 Penalty: 5420.209961
	Iteration 16Q: 3 clusters Score -8253810 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -8254361.000000 Penalty: 5420.209961
	Iteration 17Q: 3 clusters Score -8254361 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -8254741.500000 Penalty: 5420.209961
	Iteration 18Q: 3 clusters Score -8254742 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -8255090.500000 Penalty: 5420.209961
	Iteration 19Q: 3 clusters Score -8255090 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -8255289.000000 Penalty: 5420.209961
	Iteration 20F: 3 clusters Score -8255289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -8255428.500000 Penalty: 5420.209961
	Iteration 21Q: 3 clusters Score -8255428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -8255506.500000 Penalty: 5420.209961
	Iteration 22Q: 3 clusters Score -8255506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -8255588.500000 Penalty: 5420.209961
	Iteration 23Q: 3 clusters Score -8255588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -8255610.500000 Penalty: 5420.209961
	Iteration 24Q: 3 clusters Score -8255610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -8255626.500000 Penalty: 5420.209961
	Iteration 25Q: 3 clusters Score -8255626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -8255645.500000 Penalty: 5420.209961
	Iteration 26Q: 3 clusters Score -8255646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -8255660.500000 Penalty: 5420.209961
	Iteration 27Q: 3 clusters Score -8255660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -8255673.000000 Penalty: 5420.209961
	Iteration 28Q: 3 clusters Score -8255673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -8255680.500000 Penalty: 5420.209961
	Iteration 29Q: 3 clusters Score -8255680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -8255687.500000 Penalty: 5420.209961
	Iteration 30Q: 3 clusters Score -8255688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -8255689.500000 Penalty: 5420.209961
	Iteration 31Q: 3 clusters Score -8255690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -8255688.500000 Penalty: 5420.209961
	Iteration 32Q: 3 clusters Score -8255688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -8255692.000000 Penalty: 5420.209961
	Iteration 33Q: 3 clusters Score -8255692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -8255692.000000 Penalty: 5420.209961
	Iteration 34F: 3 clusters Score -8255692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -933718.937500 Penalty: 2192.032715
	Iteration 0F: 2 clusters Score -933718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -928026.312500 Penalty: 4384.065430
	Iteration 0F: 3 clusters Score -928026.3 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -929657.375000 Penalty: 4384.065430
	Iteration 1F: 3 clusters Score -929657.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -930120.937500 Penalty: 4384.065430
	Iteration 2F: 3 clusters Score -930120.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -930508.187500 Penalty: 4384.065430
	Iteration 3F: 3 clusters Score -930508.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -930843.562500 Penalty: 4384.065430
	Iteration 4F: 3 clusters Score -930843.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -931130.000000 Penalty: 4384.065430
	Iteration 5F: 3 clusters Score -931130 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -931353.750000 Penalty: 4384.065430
	Iteration 6Q: 3 clusters Score -931353.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -931535.187500 Penalty: 4384.065430
	Iteration 7Q: 3 clusters Score -931535.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -931686.312500 Penalty: 4384.065430
	Iteration 8Q: 3 clusters Score -931686.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -931813.750000 Penalty: 4384.065430
	Iteration 9Q: 3 clusters Score -931813.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -931915.062500 Penalty: 4384.065430
	Iteration 10Q: 3 clusters Score -931915.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -932026.250000 Penalty: 4384.065430
	Iteration 11Q: 3 clusters Score -932026.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -932144.312500 Penalty: 4384.065430
	Iteration 12Q: 3 clusters Score -932144.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -932250.062500 Penalty: 4384.065430
	Iteration 13Q: 3 clusters Score -932250.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -932373.375000 Penalty: 4384.065430
	Iteration 14Q: 3 clusters Score -932373.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -932490.000000 Penalty: 4384.065430
	Iteration 15Q: 3 clusters Score -932490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -932580.937500 Penalty: 4384.065430
	Iteration 16Q: 3 clusters Score -932580.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -932658.750000 Penalty: 4384.065430
	Iteration 17Q: 3 clusters Score -932658.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -932711.062500 Penalty: 4384.065430
	Iteration 18Q: 3 clusters Score -932711.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -932748.937500 Penalty: 4384.065430
	Iteration 19Q: 3 clusters Score -932748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -932769.937500 Penalty: 4384.065430
	Iteration 20F: 3 clusters Score -932769.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -932797.375000 Penalty: 4384.065430
	Iteration 21Q: 3 clusters Score -932797.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -932822.500000 Penalty: 4384.065430
	Iteration 22Q: 3 clusters Score -932822.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -932841.875000 Penalty: 4384.065430
	Iteration 23Q: 3 clusters Score -932841.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -932858.687500 Penalty: 4384.065430
	Iteration 24Q: 3 clusters Score -932858.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -932868.250000 Penalty: 4384.065430
	Iteration 25Q: 3 clusters Score -932868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -932870.937500 Penalty: 4384.065430
	Iteration 26Q: 3 clusters Score -932870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -932876.375000 Penalty: 4384.065430
	Iteration 27Q: 3 clusters Score -932876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -932880.000000 Penalty: 4384.065430
	Iteration 28Q: 3 clusters Score -932880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -932879.625000 Penalty: 4384.065430
	Iteration 29Q: 3 clusters Score -932879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -932878.875000 Penalty: 4384.065430
	Iteration 30Q: 3 clusters Score -932878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -932879.562500 Penalty: 4384.065430
	Iteration 31Q: 3 clusters Score -932879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -932880.375000 Penalty: 4384.065430
	Iteration 32Q: 3 clusters Score -932880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -932880.375000 Penalty: 4384.065430
	Iteration 33F: 3 clusters Score -932880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Entering Unmasked Estep 
Score: -1783033.125000 Penalty: 2355.373291
	Iteration 0F: 2 clusters Score -1783033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1773193.625000 Penalty: 4710.746582
	Iteration 0F: 3 clusters Score -1773194 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1776383.375000 Penalty: 4710.746582
	Iteration 1F: 3 clusters Score -1776383 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1776908.375000 Penalty: 4710.746582
	Iteration 2F: 3 clusters Score -1776908 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1777333.375000 Penalty: 4710.746582
	Iteration 3F: 3 clusters Score -1777333 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1777699.500000 Penalty: 4710.746582
	Iteration 4F: 3 clusters Score -1777700 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1778046.000000 Penalty: 4710.746582
	Iteration 5Q: 3 clusters Score -1778046 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1778402.250000 Penalty: 4710.746582
	Iteration 6Q: 3 clusters Score -1778402 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1778738.125000 Penalty: 4710.746582
	Iteration 7Q: 3 clusters Score -1778738 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1779070.875000 Penalty: 4710.746582
	Iteration 8Q: 3 clusters Score -1779071 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1779406.875000 Penalty: 4710.746582
	Iteration 9Q: 3 clusters Score -1779407 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1779672.875000 Penalty: 4710.746582
	Iteration 10Q: 3 clusters Score -1779673 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1779900.375000 Penalty: 4710.746582
	Iteration 11Q: 3 clusters Score -1779900 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1780094.625000 Penalty: 4710.746582
	Iteration 12Q: 3 clusters Score -1780095 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1780223.250000 Penalty: 4710.746582
	Iteration 13Q: 3 clusters Score -1780223 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1780354.125000 Penalty: 4710.746582
	Iteration 14Q: 3 clusters Score -1780354 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1780454.375000 Penalty: 4710.746582
	Iteration 15Q: 3 clusters Score -1780454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1780535.500000 Penalty: 4710.746582
	Iteration 16Q: 3 clusters Score -1780536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1780618.000000 Penalty: 4710.746582
	Iteration 17Q: 3 clusters Score -1780618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1780684.625000 Penalty: 4710.746582
	Iteration 18Q: 3 clusters Score -1780685 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1780752.125000 Penalty: 4710.746582
	Iteration 19Q: 3 clusters Score -1780752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1780799.625000 Penalty: 4710.746582
	Iteration 20F: 3 clusters Score -1780800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1780846.750000 Penalty: 4710.746582
	Iteration 21Q: 3 clusters Score -1780847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1780882.250000 Penalty: 4710.746582
	Iteration 22Q: 3 clusters Score -1780882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1780917.125000 Penalty: 4710.746582
	Iteration 23Q: 3 clusters Score -1780917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1780955.875000 Penalty: 4710.746582
	Iteration 24Q: 3 clusters Score -1780956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1780983.500000 Penalty: 4710.746582
	Iteration 25Q: 3 clusters Score -1780984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1781014.250000 Penalty: 4710.746582
	Iteration 26Q: 3 clusters Score -1781014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1781037.125000 Penalty: 4710.746582
	Iteration 27Q: 3 clusters Score -1781037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1781056.250000 Penalty: 4710.746582
	Iteration 28Q: 3 clusters Score -1781056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1781088.875000 Penalty: 4710.746582
	Iteration 29Q: 3 clusters Score -1781089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1781114.500000 Penalty: 4710.746582
	Iteration 30Q: 3 clusters Score -1781114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1781142.500000 Penalty: 4710.746582
	Iteration 31Q: 3 clusters Score -1781142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1781161.875000 Penalty: 4710.746582
	Iteration 32Q: 3 clusters Score -1781162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1781182.000000 Penalty: 4710.746582
	Iteration 33Q: 3 clusters Score -1781182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1781193.750000 Penalty: 4710.746582
	Iteration 34Q: 3 clusters Score -1781194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1781208.250000 Penalty: 4710.746582
	Iteration 35Q: 3 clusters Score -1781208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1781217.375000 Penalty: 4710.746582
	Iteration 36Q: 3 clusters Score -1781217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1781228.125000 Penalty: 4710.746582
	Iteration 37Q: 3 clusters Score -1781228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1781242.875000 Penalty: 4710.746582
	Iteration 38Q: 3 clusters Score -1781243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1781261.250000 Penalty: 4710.746582
	Iteration 39Q: 3 clusters Score -1781261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1781272.250000 Penalty: 4710.746582
	Iteration 40F: 3 clusters Score -1781272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1781288.000000 Penalty: 4710.746582
	Iteration 41Q: 3 clusters Score -1781288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1781292.875000 Penalty: 4710.746582
	Iteration 42Q: 3 clusters Score -1781293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1781295.750000 Penalty: 4710.746582
	Iteration 43Q: 3 clusters Score -1781296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1781301.250000 Penalty: 4710.746582
	Iteration 44Q: 3 clusters Score -1781301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1781304.125000 Penalty: 4710.746582
	Iteration 45Q: 3 clusters Score -1781304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1781304.500000 Penalty: 4710.746582
	Iteration 46Q: 3 clusters Score -1781304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1781306.125000 Penalty: 4710.746582
	Iteration 47Q: 3 clusters Score -1781306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1781309.125000 Penalty: 4710.746582
	Iteration 48Q: 3 clusters Score -1781309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1781310.500000 Penalty: 4710.746582
	Iteration 49Q: 3 clusters Score -1781310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1781312.875000 Penalty: 4710.746582
	Iteration 50Q: 3 clusters Score -1781313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1781312.750000 Penalty: 4710.746582
	Iteration 51Q: 3 clusters Score -1781313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1781311.250000 Penalty: 4710.746582
	Iteration 52Q: 3 clusters Score -1781311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1781311.625000 Penalty: 4710.746582
	Iteration 53Q: 3 clusters Score -1781312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1781311.000000 Penalty: 4710.746582
	Iteration 54Q: 3 clusters Score -1781311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1781312.500000 Penalty: 4710.746582
	Iteration 55Q: 3 clusters Score -1781312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1781309.125000 Penalty: 4710.746582
	Iteration 56Q: 3 clusters Score -1781309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1781310.375000 Penalty: 4710.746582
	Iteration 57Q: 3 clusters Score -1781310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1781312.375000 Penalty: 4710.746582
	Iteration 58Q: 3 clusters Score -1781312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1781315.000000 Penalty: 4710.746582
	Iteration 59Q: 3 clusters Score -1781315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1781316.625000 Penalty: 4710.746582
	Iteration 60F: 3 clusters Score -1781317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1781319.000000 Penalty: 4710.746582
	Iteration 61Q: 3 clusters Score -1781319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1781319.125000 Penalty: 4710.746582
	Iteration 62Q: 3 clusters Score -1781319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1781319.750000 Penalty: 4710.746582
	Iteration 63Q: 3 clusters Score -1781320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1781322.875000 Penalty: 4710.746582
	Iteration 64Q: 3 clusters Score -1781323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1781324.250000 Penalty: 4710.746582
	Iteration 65Q: 3 clusters Score -1781324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1781327.250000 Penalty: 4710.746582
	Iteration 66Q: 3 clusters Score -1781327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1781327.750000 Penalty: 4710.746582
	Iteration 67Q: 3 clusters Score -1781328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1781328.625000 Penalty: 4710.746582
	Iteration 68Q: 3 clusters Score -1781329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1781327.375000 Penalty: 4710.746582
	Iteration 69Q: 3 clusters Score -1781327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1781327.375000 Penalty: 4710.746582
	Iteration 70F: 3 clusters Score -1781327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Entering Unmasked Estep 
Score: -6517985.000000 Penalty: 2653.377197
	Iteration 0F: 2 clusters Score -6517985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6487950.500000 Penalty: 5306.754395
	Iteration 0F: 3 clusters Score -6487950 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -6499297.500000 Penalty: 5306.754395
	Iteration 1F: 3 clusters Score -6499298 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -6500035.500000 Penalty: 5306.754395
	Iteration 2Q: 3 clusters Score -6500036 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -6500931.000000 Penalty: 5306.754395
	Iteration 3Q: 3 clusters Score -6500931 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6502162.000000 Penalty: 5306.754395
	Iteration 4F: 3 clusters Score -6502162 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -6503829.000000 Penalty: 5306.754395
	Iteration 5F: 3 clusters Score -6503829 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -6506182.500000 Penalty: 5306.754395
	Iteration 6F: 3 clusters Score -6506182 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -6508976.000000 Penalty: 5306.754395
	Iteration 7F: 3 clusters Score -6508976 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -6511520.000000 Penalty: 5306.754395
	Iteration 8F: 3 clusters Score -6511520 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6513297.000000 Penalty: 5306.754395
	Iteration 9Q: 3 clusters Score -6513297 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6514173.500000 Penalty: 5306.754395
	Iteration 10Q: 3 clusters Score -6514174 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -6514563.500000 Penalty: 5306.754395
	Iteration 11Q: 3 clusters Score -6514564 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6514722.000000 Penalty: 5306.754395
	Iteration 12Q: 3 clusters Score -6514722 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6514829.500000 Penalty: 5306.754395
	Iteration 13Q: 3 clusters Score -6514830 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6514951.000000 Penalty: 5306.754395
	Iteration 14Q: 3 clusters Score -6514951 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -6515027.000000 Penalty: 5306.754395
	Iteration 15Q: 3 clusters Score -6515027 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6515082.500000 Penalty: 5306.754395
	Iteration 16Q: 3 clusters Score -6515082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6515155.500000 Penalty: 5306.754395
	Iteration 17Q: 3 clusters Score -6515156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6515197.500000 Penalty: 5306.754395
	Iteration 18Q: 3 clusters Score -6515198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6515237.500000 Penalty: 5306.754395
	Iteration 19Q: 3 clusters Score -6515238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6515267.000000 Penalty: 5306.754395
	Iteration 20F: 3 clusters Score -6515267 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6515294.000000 Penalty: 5306.754395
	Iteration 21Q: 3 clusters Score -6515294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6515316.000000 Penalty: 5306.754395
	Iteration 22Q: 3 clusters Score -6515316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6515350.500000 Penalty: 5306.754395
	Iteration 23Q: 3 clusters Score -6515350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6515372.000000 Penalty: 5306.754395
	Iteration 24Q: 3 clusters Score -6515372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6515389.000000 Penalty: 5306.754395
	Iteration 25Q: 3 clusters Score -6515389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6515414.000000 Penalty: 5306.754395
	Iteration 26Q: 3 clusters Score -6515414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6515437.500000 Penalty: 5306.754395
	Iteration 27Q: 3 clusters Score -6515438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6515458.500000 Penalty: 5306.754395
	Iteration 28Q: 3 clusters Score -6515458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6515458.500000 Penalty: 5306.754395
	Iteration 29Q: 3 clusters Score -6515458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6515469.000000 Penalty: 5306.754395
	Iteration 30Q: 3 clusters Score -6515469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6515474.500000 Penalty: 5306.754395
	Iteration 31Q: 3 clusters Score -6515474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6515483.500000 Penalty: 5306.754395
	Iteration 32Q: 3 clusters Score -6515484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6515489.000000 Penalty: 5306.754395
	Iteration 33Q: 3 clusters Score -6515489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6515500.000000 Penalty: 5306.754395
	Iteration 34Q: 3 clusters Score -6515500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6515505.500000 Penalty: 5306.754395
	Iteration 35Q: 3 clusters Score -6515506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6515525.500000 Penalty: 5306.754395
	Iteration 36Q: 3 clusters Score -6515526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6515527.500000 Penalty: 5306.754395
	Iteration 37Q: 3 clusters Score -6515528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6515540.000000 Penalty: 5306.754395
	Iteration 38Q: 3 clusters Score -6515540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6515546.500000 Penalty: 5306.754395
	Iteration 39Q: 3 clusters Score -6515546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6515543.500000 Penalty: 5306.754395
	Iteration 40F: 3 clusters Score -6515544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6515556.500000 Penalty: 5306.754395
	Iteration 41Q: 3 clusters Score -6515556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6515545.500000 Penalty: 5306.754395
	Iteration 42Q: 3 clusters Score -6515546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6515552.000000 Penalty: 5306.754395
	Iteration 43Q: 3 clusters Score -6515552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6515546.500000 Penalty: 5306.754395
	Iteration 44Q: 3 clusters Score -6515546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6515543.000000 Penalty: 5306.754395
	Iteration 45Q: 3 clusters Score -6515543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6515542.000000 Penalty: 5306.754395
	Iteration 46Q: 3 clusters Score -6515542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6515558.000000 Penalty: 5306.754395
	Iteration 47Q: 3 clusters Score -6515558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6515570.500000 Penalty: 5306.754395
	Iteration 48Q: 3 clusters Score -6515570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6515575.000000 Penalty: 5306.754395
	Iteration 49Q: 3 clusters Score -6515575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6515584.000000 Penalty: 5306.754395
	Iteration 50Q: 3 clusters Score -6515584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6515593.500000 Penalty: 5306.754395
	Iteration 51Q: 3 clusters Score -6515594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6515596.000000 Penalty: 5306.754395
	Iteration 52Q: 3 clusters Score -6515596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6515600.000000 Penalty: 5306.754395
	Iteration 53Q: 3 clusters Score -6515600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6515596.500000 Penalty: 5306.754395
	Iteration 54Q: 3 clusters Score -6515596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6515596.500000 Penalty: 5306.754395
	Iteration 55Q: 3 clusters Score -6515596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6515602.000000 Penalty: 5306.754395
	Iteration 56Q: 3 clusters Score -6515602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6515606.500000 Penalty: 5306.754395
	Iteration 57Q: 3 clusters Score -6515606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6515609.000000 Penalty: 5306.754395
	Iteration 58Q: 3 clusters Score -6515609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6515604.000000 Penalty: 5306.754395
	Iteration 59Q: 3 clusters Score -6515604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6515610.500000 Penalty: 5306.754395
	Iteration 60F: 3 clusters Score -6515610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6515612.000000 Penalty: 5306.754395
	Iteration 61Q: 3 clusters Score -6515612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6515610.000000 Penalty: 5306.754395
	Iteration 62Q: 3 clusters Score -6515610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6515610.000000 Penalty: 5306.754395
	Iteration 63Q: 3 clusters Score -6515610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6515618.000000 Penalty: 5306.754395
	Iteration 64Q: 3 clusters Score -6515618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6515620.000000 Penalty: 5306.754395
	Iteration 65Q: 3 clusters Score -6515620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6515615.500000 Penalty: 5306.754395
	Iteration 66Q: 3 clusters Score -6515616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6515625.500000 Penalty: 5306.754395
	Iteration 67Q: 3 clusters Score -6515626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6515627.000000 Penalty: 5306.754395
	Iteration 68Q: 3 clusters Score -6515627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6515629.500000 Penalty: 5306.754395
	Iteration 69Q: 3 clusters Score -6515630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6515640.000000 Penalty: 5306.754395
	Iteration 70Q: 3 clusters Score -6515640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6515638.500000 Penalty: 5306.754395
	Iteration 71Q: 3 clusters Score -6515638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6515640.500000 Penalty: 5306.754395
	Iteration 72Q: 3 clusters Score -6515640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6515639.500000 Penalty: 5306.754395
	Iteration 73Q: 3 clusters Score -6515640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6515636.000000 Penalty: 5306.754395
	Iteration 74Q: 3 clusters Score -6515636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6515644.500000 Penalty: 5306.754395
	Iteration 75Q: 3 clusters Score -6515644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6515644.500000 Penalty: 5306.754395
	Iteration 76Q: 3 clusters Score -6515644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6515643.500000 Penalty: 5306.754395
	Iteration 77Q: 3 clusters Score -6515644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6515641.000000 Penalty: 5306.754395
	Iteration 78Q: 3 clusters Score -6515641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6515639.500000 Penalty: 5306.754395
	Iteration 79Q: 3 clusters Score -6515640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6515635.000000 Penalty: 5306.754395
	Iteration 80F: 3 clusters Score -6515635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6515638.500000 Penalty: 5306.754395
	Iteration 81Q: 3 clusters Score -6515638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6515639.000000 Penalty: 5306.754395
	Iteration 82Q: 3 clusters Score -6515639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6515640.500000 Penalty: 5306.754395
	Iteration 83Q: 3 clusters Score -6515640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6515643.000000 Penalty: 5306.754395
	Iteration 84Q: 3 clusters Score -6515643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6515642.500000 Penalty: 5306.754395
	Iteration 85Q: 3 clusters Score -6515642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6515654.000000 Penalty: 5306.754395
	Iteration 86Q: 3 clusters Score -6515654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6515647.000000 Penalty: 5306.754395
	Iteration 87Q: 3 clusters Score -6515647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6515640.500000 Penalty: 5306.754395
	Iteration 88Q: 3 clusters Score -6515640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6515648.000000 Penalty: 5306.754395
	Iteration 89Q: 3 clusters Score -6515648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6515643.500000 Penalty: 5306.754395
	Iteration 90Q: 3 clusters Score -6515644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6515650.500000 Penalty: 5306.754395
	Iteration 91Q: 3 clusters Score -6515650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6515656.500000 Penalty: 5306.754395
	Iteration 92Q: 3 clusters Score -6515656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6515664.500000 Penalty: 5306.754395
	Iteration 93Q: 3 clusters Score -6515664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6515661.000000 Penalty: 5306.754395
	Iteration 94Q: 3 clusters Score -6515661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6515666.000000 Penalty: 5306.754395
	Iteration 95Q: 3 clusters Score -6515666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6515662.000000 Penalty: 5306.754395
	Iteration 96Q: 3 clusters Score -6515662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6515673.000000 Penalty: 5306.754395
	Iteration 97Q: 3 clusters Score -6515673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6515670.000000 Penalty: 5306.754395
	Iteration 98Q: 3 clusters Score -6515670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6515682.000000 Penalty: 5306.754395
	Iteration 99Q: 3 clusters Score -6515682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6515682.000000 Penalty: 5306.754395
	Iteration 100F: 3 clusters Score -6515682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6515686.000000 Penalty: 5306.754395
	Iteration 101Q: 3 clusters Score -6515686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6515691.500000 Penalty: 5306.754395
	Iteration 102Q: 3 clusters Score -6515692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6515704.000000 Penalty: 5306.754395
	Iteration 103Q: 3 clusters Score -6515704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6515707.000000 Penalty: 5306.754395
	Iteration 104Q: 3 clusters Score -6515707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6515710.500000 Penalty: 5306.754395
	Iteration 105Q: 3 clusters Score -6515710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6515712.500000 Penalty: 5306.754395
	Iteration 106Q: 3 clusters Score -6515712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6515713.000000 Penalty: 5306.754395
	Iteration 107Q: 3 clusters Score -6515713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6515710.500000 Penalty: 5306.754395
	Iteration 108Q: 3 clusters Score -6515710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6515711.500000 Penalty: 5306.754395
	Iteration 109Q: 3 clusters Score -6515712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6515726.500000 Penalty: 5306.754395
	Iteration 110Q: 3 clusters Score -6515726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6515718.000000 Penalty: 5306.754395
	Iteration 111Q: 3 clusters Score -6515718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6515719.000000 Penalty: 5306.754395
	Iteration 112Q: 3 clusters Score -6515719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6515720.000000 Penalty: 5306.754395
	Iteration 113Q: 3 clusters Score -6515720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6515725.000000 Penalty: 5306.754395
	Iteration 114Q: 3 clusters Score -6515725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6515723.500000 Penalty: 5306.754395
	Iteration 115Q: 3 clusters Score -6515724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6515726.500000 Penalty: 5306.754395
	Iteration 116Q: 3 clusters Score -6515726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6515732.500000 Penalty: 5306.754395
	Iteration 117Q: 3 clusters Score -6515732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6515737.500000 Penalty: 5306.754395
	Iteration 118Q: 3 clusters Score -6515738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6515743.500000 Penalty: 5306.754395
	Iteration 119Q: 3 clusters Score -6515744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6515729.500000 Penalty: 5306.754395
	Iteration 120F: 3 clusters Score -6515730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6515735.000000 Penalty: 5306.754395
	Iteration 121Q: 3 clusters Score -6515735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6515733.000000 Penalty: 5306.754395
	Iteration 122Q: 3 clusters Score -6515733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6515735.000000 Penalty: 5306.754395
	Iteration 123Q: 3 clusters Score -6515735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6515729.500000 Penalty: 5306.754395
	Iteration 124Q: 3 clusters Score -6515730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6515740.500000 Penalty: 5306.754395
	Iteration 125Q: 3 clusters Score -6515740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6515745.500000 Penalty: 5306.754395
	Iteration 126Q: 3 clusters Score -6515746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6515734.500000 Penalty: 5306.754395
	Iteration 127Q: 3 clusters Score -6515734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6515738.000000 Penalty: 5306.754395
	Iteration 128Q: 3 clusters Score -6515738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6515738.000000 Penalty: 5306.754395
	Iteration 129F: 3 clusters Score -6515738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Entering Unmasked Estep 
Score: -18628354.000000 Penalty: 2914.092773
	Iteration 0F: 2 clusters Score -1.862835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -18545120.000000 Penalty: 5828.185547
	Iteration 0F: 3 clusters Score -1.854512e+07 nChanged 60663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -18580898.000000 Penalty: 5828.185547
	Iteration 1F: 3 clusters Score -1.85809e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -18582522.000000 Penalty: 5828.185547
	Iteration 2Q: 3 clusters Score -1.858252e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -18584700.000000 Penalty: 5828.185547
	Iteration 3Q: 3 clusters Score -1.85847e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -18587878.000000 Penalty: 5828.185547
	Iteration 4Q: 3 clusters Score -1.858788e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -18592170.000000 Penalty: 5828.185547
	Iteration 5F: 3 clusters Score -1.859217e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -18597228.000000 Penalty: 5828.185547
	Iteration 6F: 3 clusters Score -1.859723e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -18603264.000000 Penalty: 5828.185547
	Iteration 7F: 3 clusters Score -1.860326e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -18608958.000000 Penalty: 5828.185547
	Iteration 8F: 3 clusters Score -1.860896e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -18612716.000000 Penalty: 5828.185547
	Iteration 9F: 3 clusters Score -1.861272e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -18614548.000000 Penalty: 5828.185547
	Iteration 10Q: 3 clusters Score -1.861455e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -18615280.000000 Penalty: 5828.185547
	Iteration 11Q: 3 clusters Score -1.861528e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -18615574.000000 Penalty: 5828.185547
	Iteration 12Q: 3 clusters Score -1.861557e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -18615728.000000 Penalty: 5828.185547
	Iteration 13Q: 3 clusters Score -1.861573e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -18615978.000000 Penalty: 5828.185547
	Iteration 14Q: 3 clusters Score -1.861598e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -18616214.000000 Penalty: 5828.185547
	Iteration 15Q: 3 clusters Score -1.861621e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -18616398.000000 Penalty: 5828.185547
	Iteration 16Q: 3 clusters Score -1.86164e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -18616568.000000 Penalty: 5828.185547
	Iteration 17Q: 3 clusters Score -1.861657e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -18616814.000000 Penalty: 5828.185547
	Iteration 18Q: 3 clusters Score -1.861681e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -18617154.000000 Penalty: 5828.185547
	Iteration 19Q: 3 clusters Score -1.861715e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -18617382.000000 Penalty: 5828.185547
	Iteration 20F: 3 clusters Score -1.861738e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -18617592.000000 Penalty: 5828.185547
	Iteration 21Q: 3 clusters Score -1.861759e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -18617960.000000 Penalty: 5828.185547
	Iteration 22Q: 3 clusters Score -1.861796e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -18618222.000000 Penalty: 5828.185547
	Iteration 23Q: 3 clusters Score -1.861822e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -18618534.000000 Penalty: 5828.185547
	Iteration 24Q: 3 clusters Score -1.861853e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -18618776.000000 Penalty: 5828.185547
	Iteration 25Q: 3 clusters Score -1.861878e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -18618886.000000 Penalty: 5828.185547
	Iteration 26Q: 3 clusters Score -1.861889e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -18618946.000000 Penalty: 5828.185547
	Iteration 27Q: 3 clusters Score -1.861895e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -18619094.000000 Penalty: 5828.185547
	Iteration 28Q: 3 clusters Score -1.861909e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -18619116.000000 Penalty: 5828.185547
	Iteration 29Q: 3 clusters Score -1.861912e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -18619204.000000 Penalty: 5828.185547
	Iteration 30Q: 3 clusters Score -1.86192e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -18619246.000000 Penalty: 5828.185547
	Iteration 31Q: 3 clusters Score -1.861925e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -18619300.000000 Penalty: 5828.185547
	Iteration 32Q: 3 clusters Score -1.86193e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -18619420.000000 Penalty: 5828.185547
	Iteration 33Q: 3 clusters Score -1.861942e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -18619456.000000 Penalty: 5828.185547
	Iteration 34Q: 3 clusters Score -1.861946e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -18619514.000000 Penalty: 5828.185547
	Iteration 35Q: 3 clusters Score -1.861951e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -18619584.000000 Penalty: 5828.185547
	Iteration 36Q: 3 clusters Score -1.861958e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -18619606.000000 Penalty: 5828.185547
	Iteration 37Q: 3 clusters Score -1.861961e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -18619650.000000 Penalty: 5828.185547
	Iteration 38Q: 3 clusters Score -1.861965e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -18619720.000000 Penalty: 5828.185547
	Iteration 39Q: 3 clusters Score -1.861972e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -18619760.000000 Penalty: 5828.185547
	Iteration 40F: 3 clusters Score -1.861976e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -18619808.000000 Penalty: 5828.185547
	Iteration 41Q: 3 clusters Score -1.861981e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -18619836.000000 Penalty: 5828.185547
	Iteration 42Q: 3 clusters Score -1.861984e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -18619906.000000 Penalty: 5828.185547
	Iteration 43Q: 3 clusters Score -1.861991e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -18619948.000000 Penalty: 5828.185547
	Iteration 44Q: 3 clusters Score -1.861995e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -18619972.000000 Penalty: 5828.185547
	Iteration 45Q: 3 clusters Score -1.861997e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -18619992.000000 Penalty: 5828.185547
	Iteration 46Q: 3 clusters Score -1.861999e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -18620032.000000 Penalty: 5828.185547
	Iteration 47Q: 3 clusters Score -1.862003e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -18620026.000000 Penalty: 5828.185547
	Iteration 48Q: 3 clusters Score -1.862003e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -18620002.000000 Penalty: 5828.185547
	Iteration 49Q: 3 clusters Score -1.862e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -18620118.000000 Penalty: 5828.185547
	Iteration 50Q: 3 clusters Score -1.862012e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -18620084.000000 Penalty: 5828.185547
	Iteration 51Q: 3 clusters Score -1.862008e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -18620144.000000 Penalty: 5828.185547
	Iteration 52Q: 3 clusters Score -1.862014e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -18620186.000000 Penalty: 5828.185547
	Iteration 53Q: 3 clusters Score -1.862019e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -18620200.000000 Penalty: 5828.185547
	Iteration 54Q: 3 clusters Score -1.86202e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -18620236.000000 Penalty: 5828.185547
	Iteration 55Q: 3 clusters Score -1.862024e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -18620268.000000 Penalty: 5828.185547
	Iteration 56Q: 3 clusters Score -1.862027e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -18620332.000000 Penalty: 5828.185547
	Iteration 57Q: 3 clusters Score -1.862033e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -18620342.000000 Penalty: 5828.185547
	Iteration 58Q: 3 clusters Score -1.862034e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -18620422.000000 Penalty: 5828.185547
	Iteration 59Q: 3 clusters Score -1.862042e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -18620436.000000 Penalty: 5828.185547
	Iteration 60F: 3 clusters Score -1.862044e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -18620612.000000 Penalty: 5828.185547
	Iteration 61Q: 3 clusters Score -1.862061e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -18620640.000000 Penalty: 5828.185547
	Iteration 62Q: 3 clusters Score -1.862064e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -18620724.000000 Penalty: 5828.185547
	Iteration 63Q: 3 clusters Score -1.862072e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -18620764.000000 Penalty: 5828.185547
	Iteration 64Q: 3 clusters Score -1.862076e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -18620910.000000 Penalty: 5828.185547
	Iteration 65Q: 3 clusters Score -1.862091e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -18621048.000000 Penalty: 5828.185547
	Iteration 66Q: 3 clusters Score -1.862105e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -18621060.000000 Penalty: 5828.185547
	Iteration 67Q: 3 clusters Score -1.862106e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -18621154.000000 Penalty: 5828.185547
	Iteration 68Q: 3 clusters Score -1.862115e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -18621150.000000 Penalty: 5828.185547
	Iteration 69Q: 3 clusters Score -1.862115e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -18621162.000000 Penalty: 5828.185547
	Iteration 70Q: 3 clusters Score -1.862116e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -18621252.000000 Penalty: 5828.185547
	Iteration 71Q: 3 clusters Score -1.862125e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -18621392.000000 Penalty: 5828.185547
	Iteration 72Q: 3 clusters Score -1.862139e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -18621496.000000 Penalty: 5828.185547
	Iteration 73Q: 3 clusters Score -1.86215e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -18621578.000000 Penalty: 5828.185547
	Iteration 74Q: 3 clusters Score -1.862158e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -18621680.000000 Penalty: 5828.185547
	Iteration 75Q: 3 clusters Score -1.862168e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -18621760.000000 Penalty: 5828.185547
	Iteration 76Q: 3 clusters Score -1.862176e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -18621810.000000 Penalty: 5828.185547
	Iteration 77Q: 3 clusters Score -1.862181e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -18621942.000000 Penalty: 5828.185547
	Iteration 78Q: 3 clusters Score -1.862194e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -18622052.000000 Penalty: 5828.185547
	Iteration 79Q: 3 clusters Score -1.862205e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -18622200.000000 Penalty: 5828.185547
	Iteration 80F: 3 clusters Score -1.86222e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -18622250.000000 Penalty: 5828.185547
	Iteration 81Q: 3 clusters Score -1.862225e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -18622280.000000 Penalty: 5828.185547
	Iteration 82Q: 3 clusters Score -1.862228e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -18622302.000000 Penalty: 5828.185547
	Iteration 83Q: 3 clusters Score -1.86223e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -18622500.000000 Penalty: 5828.185547
	Iteration 84Q: 3 clusters Score -1.86225e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -18622662.000000 Penalty: 5828.185547
	Iteration 85Q: 3 clusters Score -1.862266e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -18622828.000000 Penalty: 5828.185547
	Iteration 86Q: 3 clusters Score -1.862283e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -18623092.000000 Penalty: 5828.185547
	Iteration 87Q: 3 clusters Score -1.862309e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -18623330.000000 Penalty: 5828.185547
	Iteration 88Q: 3 clusters Score -1.862333e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -18623488.000000 Penalty: 5828.185547
	Iteration 89Q: 3 clusters Score -1.862349e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -18623806.000000 Penalty: 5828.185547
	Iteration 90Q: 3 clusters Score -1.862381e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -18623976.000000 Penalty: 5828.185547
	Iteration 91Q: 3 clusters Score -1.862398e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -18624174.000000 Penalty: 5828.185547
	Iteration 92Q: 3 clusters Score -1.862417e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -18624502.000000 Penalty: 5828.185547
	Iteration 93Q: 3 clusters Score -1.86245e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -18624720.000000 Penalty: 5828.185547
	Iteration 94Q: 3 clusters Score -1.862472e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -18625124.000000 Penalty: 5828.185547
	Iteration 95Q: 3 clusters Score -1.862512e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -18625386.000000 Penalty: 5828.185547
	Iteration 96Q: 3 clusters Score -1.862539e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -18625528.000000 Penalty: 5828.185547
	Iteration 97Q: 3 clusters Score -1.862553e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -18625746.000000 Penalty: 5828.185547
	Iteration 98Q: 3 clusters Score -1.862575e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -18625866.000000 Penalty: 5828.185547
	Iteration 99Q: 3 clusters Score -1.862587e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 117575 members 
Entering Unmasked Estep 
Score: -18626132.000000 Penalty: 5828.185547
	Iteration 100F: 3 clusters Score -1.862613e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -18626238.000000 Penalty: 5828.185547
	Iteration 101Q: 3 clusters Score -1.862624e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -18626318.000000 Penalty: 5828.185547
	Iteration 102Q: 3 clusters Score -1.862632e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -18626344.000000 Penalty: 5828.185547
	Iteration 103Q: 3 clusters Score -1.862634e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -18626482.000000 Penalty: 5828.185547
	Iteration 104Q: 3 clusters Score -1.862648e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -18626584.000000 Penalty: 5828.185547
	Iteration 105Q: 3 clusters Score -1.862658e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -18626574.000000 Penalty: 5828.185547
	Iteration 106Q: 3 clusters Score -1.862657e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -18626642.000000 Penalty: 5828.185547
	Iteration 107Q: 3 clusters Score -1.862664e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 123676 members 
Entering Unmasked Estep 
Score: -18626648.000000 Penalty: 5828.185547
	Iteration 108Q: 3 clusters Score -1.862665e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -18626670.000000 Penalty: 5828.185547
	Iteration 109Q: 3 clusters Score -1.862667e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -18626690.000000 Penalty: 5828.185547
	Iteration 110Q: 3 clusters Score -1.862669e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -18626628.000000 Penalty: 5828.185547
	Iteration 111Q: 3 clusters Score -1.862663e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -18626628.000000 Penalty: 5828.185547
	Iteration 112Q: 3 clusters Score -1.862663e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -18626616.000000 Penalty: 5828.185547
	Iteration 113Q: 3 clusters Score -1.862662e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -18626626.000000 Penalty: 5828.185547
	Iteration 114Q: 3 clusters Score -1.862663e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -18626624.000000 Penalty: 5828.185547
	Iteration 115Q: 3 clusters Score -1.862662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 125075 members 
Entering Unmasked Estep 
Score: -18626586.000000 Penalty: 5828.185547
	Iteration 116Q: 3 clusters Score -1.862659e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -18626580.000000 Penalty: 5828.185547
	Iteration 117Q: 3 clusters Score -1.862658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -18626594.000000 Penalty: 5828.185547
	Iteration 118Q: 3 clusters Score -1.862659e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -18626628.000000 Penalty: 5828.185547
	Iteration 119Q: 3 clusters Score -1.862663e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -18626602.000000 Penalty: 5828.185547
	Iteration 120F: 3 clusters Score -1.86266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -18626594.000000 Penalty: 5828.185547
	Iteration 121Q: 3 clusters Score -1.862659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -18626590.000000 Penalty: 5828.185547
	Iteration 122Q: 3 clusters Score -1.862659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -18626604.000000 Penalty: 5828.185547
	Iteration 123Q: 3 clusters Score -1.86266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -18626608.000000 Penalty: 5828.185547
	Iteration 124Q: 3 clusters Score -1.862661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -18626596.000000 Penalty: 5828.185547
	Iteration 125Q: 3 clusters Score -1.86266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -18626604.000000 Penalty: 5828.185547
	Iteration 126Q: 3 clusters Score -1.86266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -18626612.000000 Penalty: 5828.185547
	Iteration 127Q: 3 clusters Score -1.862661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -18626624.000000 Penalty: 5828.185547
	Iteration 128Q: 3 clusters Score -1.862662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 125445 members 
Entering Unmasked Estep 
Score: -18626606.000000 Penalty: 5828.185547
	Iteration 129Q: 3 clusters Score -1.862661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -18626614.000000 Penalty: 5828.185547
	Iteration 130Q: 3 clusters Score -1.862661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -18626616.000000 Penalty: 5828.185547
	Iteration 131Q: 3 clusters Score -1.862662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 125479 members 
Entering Unmasked Estep 
Score: -18626606.000000 Penalty: 5828.185547
	Iteration 132Q: 3 clusters Score -1.862661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 125486 members 
Entering Unmasked Estep 
Score: -18626614.000000 Penalty: 5828.185547
	Iteration 133Q: 3 clusters Score -1.862661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -18626628.000000 Penalty: 5828.185547
	Iteration 134Q: 3 clusters Score -1.862663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -18626624.000000 Penalty: 5828.185547
	Iteration 135Q: 3 clusters Score -1.862662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -18626614.000000 Penalty: 5828.185547
	Iteration 136Q: 3 clusters Score -1.862661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 125513 members 
Entering Unmasked Estep 
Score: -18626628.000000 Penalty: 5828.185547
	Iteration 137Q: 3 clusters Score -1.862663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -18626620.000000 Penalty: 5828.185547
	Iteration 138Q: 3 clusters Score -1.862662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -18626626.000000 Penalty: 5828.185547
	Iteration 139Q: 3 clusters Score -1.862663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -18626636.000000 Penalty: 5828.185547
	Iteration 140F: 3 clusters Score -1.862664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -18626622.000000 Penalty: 5828.185547
	Iteration 141Q: 3 clusters Score -1.862662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 125551 members 
Entering Unmasked Estep 
Score: -18626638.000000 Penalty: 5828.185547
	Iteration 142Q: 3 clusters Score -1.862664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -18626618.000000 Penalty: 5828.185547
	Iteration 143Q: 3 clusters Score -1.862662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -18626620.000000 Penalty: 5828.185547
	Iteration 144Q: 3 clusters Score -1.862662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -18626608.000000 Penalty: 5828.185547
	Iteration 145Q: 3 clusters Score -1.862661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -18626612.000000 Penalty: 5828.185547
	Iteration 146Q: 3 clusters Score -1.862661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -18626614.000000 Penalty: 5828.185547
	Iteration 147Q: 3 clusters Score -1.862661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -18626606.000000 Penalty: 5828.185547
	Iteration 148Q: 3 clusters Score -1.862661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -18626610.000000 Penalty: 5828.185547
	Iteration 149Q: 3 clusters Score -1.862661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -18626602.000000 Penalty: 5828.185547
	Iteration 150Q: 3 clusters Score -1.86266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -18626596.000000 Penalty: 5828.185547
	Iteration 151Q: 3 clusters Score -1.86266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -18626606.000000 Penalty: 5828.185547
	Iteration 152Q: 3 clusters Score -1.862661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -18626606.000000 Penalty: 5828.185547
	Iteration 153F: 3 clusters Score -1.862661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Entering Unmasked Estep 
Score: -1241456.000000 Penalty: 2251.925537
	Iteration 0F: 2 clusters Score -1241456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1234609.750000 Penalty: 4503.851074
	Iteration 0F: 3 clusters Score -1234610 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1236500.625000 Penalty: 4503.851074
	Iteration 1F: 3 clusters Score -1236501 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1236761.375000 Penalty: 4503.851074
	Iteration 2F: 3 clusters Score -1236761 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1236946.625000 Penalty: 4503.851074
	Iteration 3Q: 3 clusters Score -1236947 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1237097.500000 Penalty: 4503.851074
	Iteration 4Q: 3 clusters Score -1237098 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1237202.500000 Penalty: 4503.851074
	Iteration 5Q: 3 clusters Score -1237202 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1237302.125000 Penalty: 4503.851074
	Iteration 6Q: 3 clusters Score -1237302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1237397.875000 Penalty: 4503.851074
	Iteration 7Q: 3 clusters Score -1237398 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1237483.625000 Penalty: 4503.851074
	Iteration 8Q: 3 clusters Score -1237484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1237567.250000 Penalty: 4503.851074
	Iteration 9Q: 3 clusters Score -1237567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1237663.250000 Penalty: 4503.851074
	Iteration 10Q: 3 clusters Score -1237663 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1237791.250000 Penalty: 4503.851074
	Iteration 11Q: 3 clusters Score -1237791 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1237938.625000 Penalty: 4503.851074
	Iteration 12Q: 3 clusters Score -1237939 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1238084.750000 Penalty: 4503.851074
	Iteration 13Q: 3 clusters Score -1238085 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1238231.875000 Penalty: 4503.851074
	Iteration 14Q: 3 clusters Score -1238232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1238376.625000 Penalty: 4503.851074
	Iteration 15Q: 3 clusters Score -1238377 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1238553.375000 Penalty: 4503.851074
	Iteration 16Q: 3 clusters Score -1238553 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1238770.625000 Penalty: 4503.851074
	Iteration 17Q: 3 clusters Score -1238771 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1238974.750000 Penalty: 4503.851074
	Iteration 18Q: 3 clusters Score -1238975 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1239154.750000 Penalty: 4503.851074
	Iteration 19Q: 3 clusters Score -1239155 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1239311.125000 Penalty: 4503.851074
	Iteration 20F: 3 clusters Score -1239311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1239438.250000 Penalty: 4503.851074
	Iteration 21Q: 3 clusters Score -1239438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1239549.375000 Penalty: 4503.851074
	Iteration 22Q: 3 clusters Score -1239549 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1239639.750000 Penalty: 4503.851074
	Iteration 23Q: 3 clusters Score -1239640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1239709.500000 Penalty: 4503.851074
	Iteration 24Q: 3 clusters Score -1239710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1239778.500000 Penalty: 4503.851074
	Iteration 25Q: 3 clusters Score -1239778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1239823.625000 Penalty: 4503.851074
	Iteration 26Q: 3 clusters Score -1239824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1239861.875000 Penalty: 4503.851074
	Iteration 27Q: 3 clusters Score -1239862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1239891.875000 Penalty: 4503.851074
	Iteration 28Q: 3 clusters Score -1239892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1239913.875000 Penalty: 4503.851074
	Iteration 29Q: 3 clusters Score -1239914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1239938.250000 Penalty: 4503.851074
	Iteration 30Q: 3 clusters Score -1239938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1239957.375000 Penalty: 4503.851074
	Iteration 31Q: 3 clusters Score -1239957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1239970.000000 Penalty: 4503.851074
	Iteration 32Q: 3 clusters Score -1239970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1239990.625000 Penalty: 4503.851074
	Iteration 33Q: 3 clusters Score -1239991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1239998.500000 Penalty: 4503.851074
	Iteration 34Q: 3 clusters Score -1239998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1240006.500000 Penalty: 4503.851074
	Iteration 35Q: 3 clusters Score -1240006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1240007.750000 Penalty: 4503.851074
	Iteration 36Q: 3 clusters Score -1240008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1240014.000000 Penalty: 4503.851074
	Iteration 37Q: 3 clusters Score -1240014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1240014.625000 Penalty: 4503.851074
	Iteration 38Q: 3 clusters Score -1240015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1240018.625000 Penalty: 4503.851074
	Iteration 39Q: 3 clusters Score -1240019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1240019.250000 Penalty: 4503.851074
	Iteration 40F: 3 clusters Score -1240019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1240020.500000 Penalty: 4503.851074
	Iteration 41Q: 3 clusters Score -1240020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1240022.375000 Penalty: 4503.851074
	Iteration 42Q: 3 clusters Score -1240022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1240022.125000 Penalty: 4503.851074
	Iteration 43Q: 3 clusters Score -1240022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1240023.750000 Penalty: 4503.851074
	Iteration 44Q: 3 clusters Score -1240024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1240025.375000 Penalty: 4503.851074
	Iteration 45Q: 3 clusters Score -1240025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1240026.750000 Penalty: 4503.851074
	Iteration 46Q: 3 clusters Score -1240027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1240026.250000 Penalty: 4503.851074
	Iteration 47Q: 3 clusters Score -1240026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1240026.250000 Penalty: 4503.851074
	Iteration 48F: 3 clusters Score -1240026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Entering Unmasked Estep 
Score: -6023312.500000 Penalty: 2639.787598
	Iteration 0F: 2 clusters Score -6023312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5994906.000000 Penalty: 5279.575195
	Iteration 0F: 3 clusters Score -5994906 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -6005294.500000 Penalty: 5279.575195
	Iteration 1F: 3 clusters Score -6005294 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -6005748.000000 Penalty: 5279.575195
	Iteration 2Q: 3 clusters Score -6005748 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -6006140.000000 Penalty: 5279.575195
	Iteration 3Q: 3 clusters Score -6006140 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6006560.500000 Penalty: 5279.575195
	Iteration 4Q: 3 clusters Score -6006560 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -6006918.000000 Penalty: 5279.575195
	Iteration 5Q: 3 clusters Score -6006918 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -6007373.000000 Penalty: 5279.575195
	Iteration 6Q: 3 clusters Score -6007373 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6007924.500000 Penalty: 5279.575195
	Iteration 7Q: 3 clusters Score -6007924 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -6008781.000000 Penalty: 5279.575195
	Iteration 8Q: 3 clusters Score -6008781 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -6010140.000000 Penalty: 5279.575195
	Iteration 9F: 3 clusters Score -6010140 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -6012180.500000 Penalty: 5279.575195
	Iteration 10F: 3 clusters Score -6012180 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -6014845.500000 Penalty: 5279.575195
	Iteration 11F: 3 clusters Score -6014846 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6017660.000000 Penalty: 5279.575195
	Iteration 12F: 3 clusters Score -6017660 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6019587.000000 Penalty: 5279.575195
	Iteration 13Q: 3 clusters Score -6019587 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6020488.000000 Penalty: 5279.575195
	Iteration 14Q: 3 clusters Score -6020488 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6020850.500000 Penalty: 5279.575195
	Iteration 15Q: 3 clusters Score -6020850 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6021001.000000 Penalty: 5279.575195
	Iteration 16Q: 3 clusters Score -6021001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6021067.000000 Penalty: 5279.575195
	Iteration 17Q: 3 clusters Score -6021067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6021106.000000 Penalty: 5279.575195
	Iteration 18Q: 3 clusters Score -6021106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6021119.000000 Penalty: 5279.575195
	Iteration 19Q: 3 clusters Score -6021119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6021130.000000 Penalty: 5279.575195
	Iteration 20F: 3 clusters Score -6021130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6021128.500000 Penalty: 5279.575195
	Iteration 21Q: 3 clusters Score -6021128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6021141.500000 Penalty: 5279.575195
	Iteration 22Q: 3 clusters Score -6021142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6021142.500000 Penalty: 5279.575195
	Iteration 23Q: 3 clusters Score -6021142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6021140.000000 Penalty: 5279.575195
	Iteration 24Q: 3 clusters Score -6021140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6021150.000000 Penalty: 5279.575195
	Iteration 25Q: 3 clusters Score -6021150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6021150.000000 Penalty: 5279.575195
	Iteration 26Q: 3 clusters Score -6021150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6021153.000000 Penalty: 5279.575195
	Iteration 27Q: 3 clusters Score -6021153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6021152.500000 Penalty: 5279.575195
	Iteration 28Q: 3 clusters Score -6021152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6021152.500000 Penalty: 5279.575195
	Iteration 29F: 3 clusters Score -6021152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Entering Unmasked Estep 
Score: -4910838.000000 Penalty: 2581.718262
	Iteration 0F: 2 clusters Score -4910838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4888236.500000 Penalty: 5163.436523
	Iteration 0F: 3 clusters Score -4888236 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4896263.000000 Penalty: 5163.436523
	Iteration 1F: 3 clusters Score -4896263 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4896648.500000 Penalty: 5163.436523
	Iteration 2Q: 3 clusters Score -4896648 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4896952.500000 Penalty: 5163.436523
	Iteration 3Q: 3 clusters Score -4896952 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4897230.500000 Penalty: 5163.436523
	Iteration 4Q: 3 clusters Score -4897230 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4897546.500000 Penalty: 5163.436523
	Iteration 5Q: 3 clusters Score -4897546 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4897894.500000 Penalty: 5163.436523
	Iteration 6Q: 3 clusters Score -4897894 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4898403.500000 Penalty: 5163.436523
	Iteration 7Q: 3 clusters Score -4898404 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4899143.000000 Penalty: 5163.436523
	Iteration 8Q: 3 clusters Score -4899143 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4900448.500000 Penalty: 5163.436523
	Iteration 9F: 3 clusters Score -4900448 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4902396.000000 Penalty: 5163.436523
	Iteration 10F: 3 clusters Score -4902396 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4904633.500000 Penalty: 5163.436523
	Iteration 11F: 3 clusters Score -4904634 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4906500.500000 Penalty: 5163.436523
	Iteration 12F: 3 clusters Score -4906500 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4907628.500000 Penalty: 5163.436523
	Iteration 13Q: 3 clusters Score -4907628 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4908135.500000 Penalty: 5163.436523
	Iteration 14Q: 3 clusters Score -4908136 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4908361.500000 Penalty: 5163.436523
	Iteration 15Q: 3 clusters Score -4908362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4908468.000000 Penalty: 5163.436523
	Iteration 16Q: 3 clusters Score -4908468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4908507.500000 Penalty: 5163.436523
	Iteration 17Q: 3 clusters Score -4908508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4908533.000000 Penalty: 5163.436523
	Iteration 18Q: 3 clusters Score -4908533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4908547.500000 Penalty: 5163.436523
	Iteration 19Q: 3 clusters Score -4908548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4908556.000000 Penalty: 5163.436523
	Iteration 20F: 3 clusters Score -4908556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4908574.000000 Penalty: 5163.436523
	Iteration 21Q: 3 clusters Score -4908574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4908574.000000 Penalty: 5163.436523
	Iteration 22Q: 3 clusters Score -4908574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4908573.500000 Penalty: 5163.436523
	Iteration 23Q: 3 clusters Score -4908574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4908577.500000 Penalty: 5163.436523
	Iteration 24Q: 3 clusters Score -4908578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4908582.000000 Penalty: 5163.436523
	Iteration 25Q: 3 clusters Score -4908582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4908583.500000 Penalty: 5163.436523
	Iteration 26Q: 3 clusters Score -4908584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4908583.500000 Penalty: 5163.436523
	Iteration 27F: 3 clusters Score -4908584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Entering Unmasked Estep 
Score: -5225589.500000 Penalty: 2596.326172
	Iteration 0F: 2 clusters Score -5225590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5201674.500000 Penalty: 5192.652344
	Iteration 0F: 3 clusters Score -5201674 nChanged 16075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -5210434.500000 Penalty: 5192.652344
	Iteration 1F: 3 clusters Score -5210434 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5210963.500000 Penalty: 5192.652344
	Iteration 2Q: 3 clusters Score -5210964 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5211447.000000 Penalty: 5192.652344
	Iteration 3Q: 3 clusters Score -5211447 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5212044.000000 Penalty: 5192.652344
	Iteration 4Q: 3 clusters Score -5212044 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5212782.500000 Penalty: 5192.652344
	Iteration 5Q: 3 clusters Score -5212782 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5213812.500000 Penalty: 5192.652344
	Iteration 6F: 3 clusters Score -5213812 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5215213.000000 Penalty: 5192.652344
	Iteration 7F: 3 clusters Score -5215213 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -5217057.500000 Penalty: 5192.652344
	Iteration 8F: 3 clusters Score -5217058 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5219016.000000 Penalty: 5192.652344
	Iteration 9F: 3 clusters Score -5219016 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5220739.000000 Penalty: 5192.652344
	Iteration 10F: 3 clusters Score -5220739 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5221770.500000 Penalty: 5192.652344
	Iteration 11Q: 3 clusters Score -5221770 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5222392.000000 Penalty: 5192.652344
	Iteration 12Q: 3 clusters Score -5222392 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5222763.000000 Penalty: 5192.652344
	Iteration 13Q: 3 clusters Score -5222763 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5222968.500000 Penalty: 5192.652344
	Iteration 14Q: 3 clusters Score -5222968 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5223109.000000 Penalty: 5192.652344
	Iteration 15Q: 3 clusters Score -5223109 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5223196.500000 Penalty: 5192.652344
	Iteration 16Q: 3 clusters Score -5223196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5223249.500000 Penalty: 5192.652344
	Iteration 17Q: 3 clusters Score -5223250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5223282.500000 Penalty: 5192.652344
	Iteration 18Q: 3 clusters Score -5223282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5223308.000000 Penalty: 5192.652344
	Iteration 19Q: 3 clusters Score -5223308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5223320.500000 Penalty: 5192.652344
	Iteration 20F: 3 clusters Score -5223320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5223334.000000 Penalty: 5192.652344
	Iteration 21Q: 3 clusters Score -5223334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5223353.500000 Penalty: 5192.652344
	Iteration 22Q: 3 clusters Score -5223354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5223352.500000 Penalty: 5192.652344
	Iteration 23Q: 3 clusters Score -5223352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5223357.500000 Penalty: 5192.652344
	Iteration 24Q: 3 clusters Score -5223358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5223353.000000 Penalty: 5192.652344
	Iteration 25Q: 3 clusters Score -5223353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5223364.500000 Penalty: 5192.652344
	Iteration 26Q: 3 clusters Score -5223364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5223372.000000 Penalty: 5192.652344
	Iteration 27Q: 3 clusters Score -5223372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5223374.000000 Penalty: 5192.652344
	Iteration 28Q: 3 clusters Score -5223374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5223375.500000 Penalty: 5192.652344
	Iteration 29Q: 3 clusters Score -5223376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5223373.500000 Penalty: 5192.652344
	Iteration 30Q: 3 clusters Score -5223374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5223374.000000 Penalty: 5192.652344
	Iteration 31Q: 3 clusters Score -5223374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5223374.500000 Penalty: 5192.652344
	Iteration 32Q: 3 clusters Score -5223374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5223382.500000 Penalty: 5192.652344
	Iteration 33Q: 3 clusters Score -5223382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5223393.500000 Penalty: 5192.652344
	Iteration 34Q: 3 clusters Score -5223394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5223391.500000 Penalty: 5192.652344
	Iteration 35Q: 3 clusters Score -5223392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5223392.500000 Penalty: 5192.652344
	Iteration 36Q: 3 clusters Score -5223392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5223389.000000 Penalty: 5192.652344
	Iteration 37Q: 3 clusters Score -5223389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5223390.500000 Penalty: 5192.652344
	Iteration 38Q: 3 clusters Score -5223390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5223390.500000 Penalty: 5192.652344
	Iteration 39F: 3 clusters Score -5223390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -83267.398438 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -83267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81717.945312 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -81717.95 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81970.882812 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -81970.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82047.992188 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -82047.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82091.992188 Penalty: 3314.325684
	Iteration 3Q: 3 clusters Score -82091.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82126.992188 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -82126.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82152.992188 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -82152.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82163.015625 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -82163.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82174.937500 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -82174.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82184.843750 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -82184.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82186.796875 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -82186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82187.898438 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -82187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82189.171875 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -82189.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82189.789062 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -82189.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82189.789062 Penalty: 3314.325684
	Iteration 13F: 3 clusters Score -82189.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Entering Unmasked Estep 
Score: -5545674.000000 Penalty: 2628.355713
	Iteration 0F: 2 clusters Score -5545674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5518580.000000 Penalty: 5256.711426
	Iteration 0F: 3 clusters Score -5518580 nChanged 18250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5528656.000000 Penalty: 5256.711426
	Iteration 1F: 3 clusters Score -5528656 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5529391.500000 Penalty: 5256.711426
	Iteration 2Q: 3 clusters Score -5529392 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5530266.500000 Penalty: 5256.711426
	Iteration 3Q: 3 clusters Score -5530266 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5531311.000000 Penalty: 5256.711426
	Iteration 4F: 3 clusters Score -5531311 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5532421.000000 Penalty: 5256.711426
	Iteration 5F: 3 clusters Score -5532421 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5533644.000000 Penalty: 5256.711426
	Iteration 6F: 3 clusters Score -5533644 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5534825.000000 Penalty: 5256.711426
	Iteration 7F: 3 clusters Score -5534825 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -5535932.000000 Penalty: 5256.711426
	Iteration 8F: 3 clusters Score -5535932 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5536844.000000 Penalty: 5256.711426
	Iteration 9Q: 3 clusters Score -5536844 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5537596.500000 Penalty: 5256.711426
	Iteration 10Q: 3 clusters Score -5537596 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5538323.500000 Penalty: 5256.711426
	Iteration 11Q: 3 clusters Score -5538324 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5539057.500000 Penalty: 5256.711426
	Iteration 12Q: 3 clusters Score -5539058 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -5539681.000000 Penalty: 5256.711426
	Iteration 13Q: 3 clusters Score -5539681 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -5540269.500000 Penalty: 5256.711426
	Iteration 14Q: 3 clusters Score -5540270 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -5540777.500000 Penalty: 5256.711426
	Iteration 15Q: 3 clusters Score -5540778 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -5541244.500000 Penalty: 5256.711426
	Iteration 16Q: 3 clusters Score -5541244 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -5541680.500000 Penalty: 5256.711426
	Iteration 17Q: 3 clusters Score -5541680 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5542042.000000 Penalty: 5256.711426
	Iteration 18Q: 3 clusters Score -5542042 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5542402.500000 Penalty: 5256.711426
	Iteration 19Q: 3 clusters Score -5542402 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -5542685.500000 Penalty: 5256.711426
	Iteration 20F: 3 clusters Score -5542686 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -5542927.000000 Penalty: 5256.711426
	Iteration 21Q: 3 clusters Score -5542927 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5543126.000000 Penalty: 5256.711426
	Iteration 22Q: 3 clusters Score -5543126 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5543317.000000 Penalty: 5256.711426
	Iteration 23Q: 3 clusters Score -5543317 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5543513.500000 Penalty: 5256.711426
	Iteration 24Q: 3 clusters Score -5543514 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5543655.000000 Penalty: 5256.711426
	Iteration 25Q: 3 clusters Score -5543655 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5543757.500000 Penalty: 5256.711426
	Iteration 26Q: 3 clusters Score -5543758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5543849.000000 Penalty: 5256.711426
	Iteration 27Q: 3 clusters Score -5543849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5543907.500000 Penalty: 5256.711426
	Iteration 28Q: 3 clusters Score -5543908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5543944.500000 Penalty: 5256.711426
	Iteration 29Q: 3 clusters Score -5543944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5543978.000000 Penalty: 5256.711426
	Iteration 30Q: 3 clusters Score -5543978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5543990.000000 Penalty: 5256.711426
	Iteration 31Q: 3 clusters Score -5543990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -5544009.000000 Penalty: 5256.711426
	Iteration 32Q: 3 clusters Score -5544009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5544016.000000 Penalty: 5256.711426
	Iteration 33Q: 3 clusters Score -5544016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5544026.000000 Penalty: 5256.711426
	Iteration 34Q: 3 clusters Score -5544026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5544020.500000 Penalty: 5256.711426
	Iteration 35Q: 3 clusters Score -5544020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5544026.500000 Penalty: 5256.711426
	Iteration 36Q: 3 clusters Score -5544026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5544027.500000 Penalty: 5256.711426
	Iteration 37Q: 3 clusters Score -5544028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5544025.000000 Penalty: 5256.711426
	Iteration 38Q: 3 clusters Score -5544025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5544035.500000 Penalty: 5256.711426
	Iteration 39Q: 3 clusters Score -5544036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5544041.500000 Penalty: 5256.711426
	Iteration 40F: 3 clusters Score -5544042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5544037.500000 Penalty: 5256.711426
	Iteration 41Q: 3 clusters Score -5544038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5544045.000000 Penalty: 5256.711426
	Iteration 42Q: 3 clusters Score -5544045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5544045.000000 Penalty: 5256.711426
	Iteration 43Q: 3 clusters Score -5544045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5544046.000000 Penalty: 5256.711426
	Iteration 44Q: 3 clusters Score -5544046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5544048.000000 Penalty: 5256.711426
	Iteration 45Q: 3 clusters Score -5544048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5544050.000000 Penalty: 5256.711426
	Iteration 46Q: 3 clusters Score -5544050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5544049.500000 Penalty: 5256.711426
	Iteration 47Q: 3 clusters Score -5544050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5544045.000000 Penalty: 5256.711426
	Iteration 48Q: 3 clusters Score -5544045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5544048.000000 Penalty: 5256.711426
	Iteration 49Q: 3 clusters Score -5544048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5544047.500000 Penalty: 5256.711426
	Iteration 50Q: 3 clusters Score -5544048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5544051.000000 Penalty: 5256.711426
	Iteration 51Q: 3 clusters Score -5544051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5544051.500000 Penalty: 5256.711426
	Iteration 52Q: 3 clusters Score -5544052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5544053.000000 Penalty: 5256.711426
	Iteration 53Q: 3 clusters Score -5544053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5544052.000000 Penalty: 5256.711426
	Iteration 54Q: 3 clusters Score -5544052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5544052.000000 Penalty: 5256.711426
	Iteration 55F: 3 clusters Score -5544052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Entering Unmasked Estep 
Score: -4467274.000000 Penalty: 2557.445557
	Iteration 0F: 2 clusters Score -4467274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4446541.500000 Penalty: 5114.891113
	Iteration 0F: 3 clusters Score -4446542 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4453990.000000 Penalty: 5114.891113
	Iteration 1F: 3 clusters Score -4453990 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4454396.000000 Penalty: 5114.891113
	Iteration 2Q: 3 clusters Score -4454396 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4454791.000000 Penalty: 5114.891113
	Iteration 3Q: 3 clusters Score -4454791 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4455117.000000 Penalty: 5114.891113
	Iteration 4Q: 3 clusters Score -4455117 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4455454.500000 Penalty: 5114.891113
	Iteration 5Q: 3 clusters Score -4455454 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4455800.000000 Penalty: 5114.891113
	Iteration 6Q: 3 clusters Score -4455800 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -4456222.500000 Penalty: 5114.891113
	Iteration 7Q: 3 clusters Score -4456222 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4456689.500000 Penalty: 5114.891113
	Iteration 8Q: 3 clusters Score -4456690 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4457270.500000 Penalty: 5114.891113
	Iteration 9Q: 3 clusters Score -4457270 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4458068.500000 Penalty: 5114.891113
	Iteration 10Q: 3 clusters Score -4458068 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4459167.500000 Penalty: 5114.891113
	Iteration 11F: 3 clusters Score -4459168 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4460298.500000 Penalty: 5114.891113
	Iteration 12F: 3 clusters Score -4460298 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4461226.500000 Penalty: 5114.891113
	Iteration 13Q: 3 clusters Score -4461226 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4461826.000000 Penalty: 5114.891113
	Iteration 14Q: 3 clusters Score -4461826 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4462196.000000 Penalty: 5114.891113
	Iteration 15Q: 3 clusters Score -4462196 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4462457.500000 Penalty: 5114.891113
	Iteration 16Q: 3 clusters Score -4462458 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4462655.000000 Penalty: 5114.891113
	Iteration 17Q: 3 clusters Score -4462655 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4462837.500000 Penalty: 5114.891113
	Iteration 18Q: 3 clusters Score -4462838 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4463016.000000 Penalty: 5114.891113
	Iteration 19Q: 3 clusters Score -4463016 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4463169.000000 Penalty: 5114.891113
	Iteration 20F: 3 clusters Score -4463169 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4463322.000000 Penalty: 5114.891113
	Iteration 21Q: 3 clusters Score -4463322 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4463471.000000 Penalty: 5114.891113
	Iteration 22Q: 3 clusters Score -4463471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4463586.000000 Penalty: 5114.891113
	Iteration 23Q: 3 clusters Score -4463586 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4463747.500000 Penalty: 5114.891113
	Iteration 24Q: 3 clusters Score -4463748 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4463900.000000 Penalty: 5114.891113
	Iteration 25Q: 3 clusters Score -4463900 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4464043.000000 Penalty: 5114.891113
	Iteration 26Q: 3 clusters Score -4464043 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4464179.500000 Penalty: 5114.891113
	Iteration 27Q: 3 clusters Score -4464180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4464300.500000 Penalty: 5114.891113
	Iteration 28Q: 3 clusters Score -4464300 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4464395.500000 Penalty: 5114.891113
	Iteration 29Q: 3 clusters Score -4464396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4464454.000000 Penalty: 5114.891113
	Iteration 30Q: 3 clusters Score -4464454 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4464510.000000 Penalty: 5114.891113
	Iteration 31Q: 3 clusters Score -4464510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4464556.500000 Penalty: 5114.891113
	Iteration 32Q: 3 clusters Score -4464556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4464610.000000 Penalty: 5114.891113
	Iteration 33Q: 3 clusters Score -4464610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4464644.500000 Penalty: 5114.891113
	Iteration 34Q: 3 clusters Score -4464644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4464698.500000 Penalty: 5114.891113
	Iteration 35Q: 3 clusters Score -4464698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4464721.000000 Penalty: 5114.891113
	Iteration 36Q: 3 clusters Score -4464721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4464753.500000 Penalty: 5114.891113
	Iteration 37Q: 3 clusters Score -4464754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4464783.000000 Penalty: 5114.891113
	Iteration 38Q: 3 clusters Score -4464783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4464800.500000 Penalty: 5114.891113
	Iteration 39Q: 3 clusters Score -4464800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4464804.000000 Penalty: 5114.891113
	Iteration 40F: 3 clusters Score -4464804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4464831.500000 Penalty: 5114.891113
	Iteration 41Q: 3 clusters Score -4464832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4464842.500000 Penalty: 5114.891113
	Iteration 42Q: 3 clusters Score -4464842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4464856.000000 Penalty: 5114.891113
	Iteration 43Q: 3 clusters Score -4464856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4464870.500000 Penalty: 5114.891113
	Iteration 44Q: 3 clusters Score -4464870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4464882.500000 Penalty: 5114.891113
	Iteration 45Q: 3 clusters Score -4464882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4464901.000000 Penalty: 5114.891113
	Iteration 46Q: 3 clusters Score -4464901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4464911.000000 Penalty: 5114.891113
	Iteration 47Q: 3 clusters Score -4464911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4464915.500000 Penalty: 5114.891113
	Iteration 48Q: 3 clusters Score -4464916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4464921.000000 Penalty: 5114.891113
	Iteration 49Q: 3 clusters Score -4464921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4464922.500000 Penalty: 5114.891113
	Iteration 50Q: 3 clusters Score -4464922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4464927.500000 Penalty: 5114.891113
	Iteration 51Q: 3 clusters Score -4464928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4464939.500000 Penalty: 5114.891113
	Iteration 52Q: 3 clusters Score -4464940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4464935.500000 Penalty: 5114.891113
	Iteration 53Q: 3 clusters Score -4464936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4464942.500000 Penalty: 5114.891113
	Iteration 54Q: 3 clusters Score -4464942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4464942.500000 Penalty: 5114.891113
	Iteration 55Q: 3 clusters Score -4464942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4464959.500000 Penalty: 5114.891113
	Iteration 56Q: 3 clusters Score -4464960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4464965.500000 Penalty: 5114.891113
	Iteration 57Q: 3 clusters Score -4464966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4464972.500000 Penalty: 5114.891113
	Iteration 58Q: 3 clusters Score -4464972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4464968.500000 Penalty: 5114.891113
	Iteration 59Q: 3 clusters Score -4464968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4464977.000000 Penalty: 5114.891113
	Iteration 60F: 3 clusters Score -4464977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4464983.500000 Penalty: 5114.891113
	Iteration 61Q: 3 clusters Score -4464984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4465002.000000 Penalty: 5114.891113
	Iteration 62Q: 3 clusters Score -4465002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4465008.000000 Penalty: 5114.891113
	Iteration 63Q: 3 clusters Score -4465008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4465016.000000 Penalty: 5114.891113
	Iteration 64Q: 3 clusters Score -4465016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4465013.500000 Penalty: 5114.891113
	Iteration 65Q: 3 clusters Score -4465014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4465019.000000 Penalty: 5114.891113
	Iteration 66Q: 3 clusters Score -4465019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4465020.500000 Penalty: 5114.891113
	Iteration 67Q: 3 clusters Score -4465020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4465023.500000 Penalty: 5114.891113
	Iteration 68Q: 3 clusters Score -4465024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4465026.500000 Penalty: 5114.891113
	Iteration 69Q: 3 clusters Score -4465026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4465038.000000 Penalty: 5114.891113
	Iteration 70Q: 3 clusters Score -4465038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4465034.000000 Penalty: 5114.891113
	Iteration 71Q: 3 clusters Score -4465034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4465037.500000 Penalty: 5114.891113
	Iteration 72Q: 3 clusters Score -4465038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4465039.000000 Penalty: 5114.891113
	Iteration 73Q: 3 clusters Score -4465039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4465039.500000 Penalty: 5114.891113
	Iteration 74Q: 3 clusters Score -4465040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4465045.000000 Penalty: 5114.891113
	Iteration 75Q: 3 clusters Score -4465045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4465046.000000 Penalty: 5114.891113
	Iteration 76Q: 3 clusters Score -4465046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4465054.500000 Penalty: 5114.891113
	Iteration 77Q: 3 clusters Score -4465054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4465048.000000 Penalty: 5114.891113
	Iteration 78Q: 3 clusters Score -4465048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4465048.000000 Penalty: 5114.891113
	Iteration 79Q: 3 clusters Score -4465048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4465044.500000 Penalty: 5114.891113
	Iteration 80F: 3 clusters Score -4465044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4465048.500000 Penalty: 5114.891113
	Iteration 81Q: 3 clusters Score -4465048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4465052.500000 Penalty: 5114.891113
	Iteration 82Q: 3 clusters Score -4465052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4465053.000000 Penalty: 5114.891113
	Iteration 83Q: 3 clusters Score -4465053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4465054.000000 Penalty: 5114.891113
	Iteration 84Q: 3 clusters Score -4465054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4465054.000000 Penalty: 5114.891113
	Iteration 85Q: 3 clusters Score -4465054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4465052.500000 Penalty: 5114.891113
	Iteration 86Q: 3 clusters Score -4465052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4465052.500000 Penalty: 5114.891113
	Iteration 87F: 3 clusters Score -4465052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -244030.218750 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -244030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -241417.140625 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -241417.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241924.406250 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -241924.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242101.593750 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -242101.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -242190.562500 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -242190.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -242255.140625 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -242255.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242308.250000 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -242308.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242353.859375 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -242353.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242396.078125 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -242396.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -242430.984375 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -242431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -242463.046875 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -242463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242479.812500 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -242479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242495.500000 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -242495.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242513.609375 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -242513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -242522.796875 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -242522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242529.953125 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -242530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242533.265625 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -242533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242535.671875 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -242535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242542.140625 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -242542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242547.484375 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -242547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242553.187500 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -242553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -242557.140625 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -242557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242559.078125 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -242559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242561.421875 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -242561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242564.796875 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -242564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242565.812500 Penalty: 3751.604980
	Iteration 24Q: 3 clusters Score -242565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242565.812500 Penalty: 3751.604980
	Iteration 25F: 3 clusters Score -242565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -122097.945312 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -122097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -120230.789062 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -120230.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120569.929688 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -120569.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120817.117188 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -120817.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121081.578125 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -121081.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121313.781250 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -121313.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121664.796875 Penalty: 3380.557373
	Iteration 5F: 3 clusters Score -121664.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121941.476562 Penalty: 3380.557373
	Iteration 6F: 3 clusters Score -121941.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122081.671875 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -122081.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122120.882812 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -122120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122148.570312 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -122148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -122162.390625 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -122162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122163.851562 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -122163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122168.906250 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -122168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122168.906250 Penalty: 3380.557373
	Iteration 13F: 3 clusters Score -122168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 126801 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 41953 members 
Mstep: Class 8 contains 33195 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21749 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97665 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195686 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 668 members 
Entering Unmasked Estep 
Score: -128965112.000000 Penalty: 105449.875000
Splitting cluster 14 changes total score from -128966816.000000 to -128965112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1531499.625000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1531500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1522644.125000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1522644 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1525669.000000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1525669 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1526342.625000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1526343 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1526984.250000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1526984 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1527591.625000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1527592 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1528126.875000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1528127 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1528596.250000 Penalty: 4659.503906
	Iteration 6F: 3 clusters Score -1528596 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1528963.250000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1528963 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1529293.125000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1529293 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1529582.625000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1529583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1529800.625000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1529801 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1529994.875000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1529995 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1530123.625000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1530124 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1530217.750000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1530218 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1530290.375000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1530290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1530348.625000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1530349 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1530400.750000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1530401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1530427.875000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1530428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1530443.250000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1530443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1530454.375000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1530454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1530468.500000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1530468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1530476.875000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1530477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1530482.500000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1530482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1530492.375000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1530492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1530499.750000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1530500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1530504.250000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1530504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1530506.625000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1530507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1530515.000000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1530515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1530519.500000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1530520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1530533.500000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1530534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1530536.375000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1530536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1530548.375000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1530548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1530556.500000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1530556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1530558.250000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1530558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1530565.125000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1530565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1530566.625000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1530567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1530570.875000 Penalty: 4659.503906
	Iteration 36Q: 3 clusters Score -1530571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1530568.125000 Penalty: 4659.503906
	Iteration 37Q: 3 clusters Score -1530568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1530573.000000 Penalty: 4659.503906
	Iteration 38Q: 3 clusters Score -1530573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1530572.375000 Penalty: 4659.503906
	Iteration 39Q: 3 clusters Score -1530572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1530577.750000 Penalty: 4659.503906
	Iteration 40F: 3 clusters Score -1530578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1530573.625000 Penalty: 4659.503906
	Iteration 41Q: 3 clusters Score -1530574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1530575.125000 Penalty: 4659.503906
	Iteration 42Q: 3 clusters Score -1530575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1530578.000000 Penalty: 4659.503906
	Iteration 43Q: 3 clusters Score -1530578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1530582.750000 Penalty: 4659.503906
	Iteration 44Q: 3 clusters Score -1530583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1530585.875000 Penalty: 4659.503906
	Iteration 45Q: 3 clusters Score -1530586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1530585.625000 Penalty: 4659.503906
	Iteration 46Q: 3 clusters Score -1530586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1530587.500000 Penalty: 4659.503906
	Iteration 47Q: 3 clusters Score -1530588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1530589.250000 Penalty: 4659.503906
	Iteration 48Q: 3 clusters Score -1530589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1530592.500000 Penalty: 4659.503906
	Iteration 49Q: 3 clusters Score -1530592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1530594.625000 Penalty: 4659.503906
	Iteration 50Q: 3 clusters Score -1530595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1530593.750000 Penalty: 4659.503906
	Iteration 51Q: 3 clusters Score -1530594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1530593.750000 Penalty: 4659.503906
	Iteration 52F: 3 clusters Score -1530594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -437169.906250 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -437169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -433838.843750 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -433838.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -434538.187500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -434538.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -434731.937500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -434731.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -434845.343750 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -434845.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -434922.468750 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -434922.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -434987.906250 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -434987.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -435036.593750 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -435036.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -435079.906250 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -435079.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -435123.375000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -435123.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -435168.843750 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -435168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -435209.187500 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -435209.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -435244.781250 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -435244.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -435287.031250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -435287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -435344.500000 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -435344.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -435422.718750 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -435422.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -435543.031250 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -435543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -435664.843750 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -435664.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -435788.125000 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -435788.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -435886.656250 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -435886.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -435958.593750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -435958.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -436022.750000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -436022.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -436084.375000 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -436084.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -436152.531250 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -436152.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -436218.625000 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -436218.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -436271.093750 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -436271.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -436307.156250 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -436307.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -436317.093750 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -436317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -436321.937500 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -436321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -436325.062500 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -436325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -436325.093750 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -436325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -436325.093750 Penalty: 3974.453857
	Iteration 30F: 3 clusters Score -436325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Entering Unmasked Estep 
Score: -4125793.250000 Penalty: 2543.124023
	Iteration 0F: 2 clusters Score -4125793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4106248.500000 Penalty: 5086.248047
	Iteration 0F: 3 clusters Score -4106248 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4113206.250000 Penalty: 5086.248047
	Iteration 1F: 3 clusters Score -4113206 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4113855.500000 Penalty: 5086.248047
	Iteration 2F: 3 clusters Score -4113856 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4114483.250000 Penalty: 5086.248047
	Iteration 3F: 3 clusters Score -4114483 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4115197.250000 Penalty: 5086.248047
	Iteration 4F: 3 clusters Score -4115197 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4115959.500000 Penalty: 5086.248047
	Iteration 5F: 3 clusters Score -4115960 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4116831.750000 Penalty: 5086.248047
	Iteration 6F: 3 clusters Score -4116832 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4117734.500000 Penalty: 5086.248047
	Iteration 7F: 3 clusters Score -4117734 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4118629.250000 Penalty: 5086.248047
	Iteration 8F: 3 clusters Score -4118629 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4119485.250000 Penalty: 5086.248047
	Iteration 9Q: 3 clusters Score -4119485 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4120393.750000 Penalty: 5086.248047
	Iteration 10Q: 3 clusters Score -4120394 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4121291.250000 Penalty: 5086.248047
	Iteration 11Q: 3 clusters Score -4121291 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4122009.250000 Penalty: 5086.248047
	Iteration 12Q: 3 clusters Score -4122009 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4122519.750000 Penalty: 5086.248047
	Iteration 13Q: 3 clusters Score -4122520 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4122863.250000 Penalty: 5086.248047
	Iteration 14Q: 3 clusters Score -4122863 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4123078.500000 Penalty: 5086.248047
	Iteration 15Q: 3 clusters Score -4123078 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4123237.500000 Penalty: 5086.248047
	Iteration 16Q: 3 clusters Score -4123238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -4123339.250000 Penalty: 5086.248047
	Iteration 17Q: 3 clusters Score -4123339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4123389.250000 Penalty: 5086.248047
	Iteration 18Q: 3 clusters Score -4123389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4123452.250000 Penalty: 5086.248047
	Iteration 19Q: 3 clusters Score -4123452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4123489.000000 Penalty: 5086.248047
	Iteration 20F: 3 clusters Score -4123489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4123506.750000 Penalty: 5086.248047
	Iteration 21Q: 3 clusters Score -4123507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4123532.750000 Penalty: 5086.248047
	Iteration 22Q: 3 clusters Score -4123533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4123544.250000 Penalty: 5086.248047
	Iteration 23Q: 3 clusters Score -4123544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4123546.500000 Penalty: 5086.248047
	Iteration 24Q: 3 clusters Score -4123546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4123555.750000 Penalty: 5086.248047
	Iteration 25Q: 3 clusters Score -4123556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4123562.000000 Penalty: 5086.248047
	Iteration 26Q: 3 clusters Score -4123562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4123567.750000 Penalty: 5086.248047
	Iteration 27Q: 3 clusters Score -4123568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4123570.500000 Penalty: 5086.248047
	Iteration 28Q: 3 clusters Score -4123570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4123574.750000 Penalty: 5086.248047
	Iteration 29Q: 3 clusters Score -4123575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4123575.000000 Penalty: 5086.248047
	Iteration 30Q: 3 clusters Score -4123575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4123573.750000 Penalty: 5086.248047
	Iteration 31Q: 3 clusters Score -4123574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4123574.250000 Penalty: 5086.248047
	Iteration 32Q: 3 clusters Score -4123574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4123574.250000 Penalty: 5086.248047
	Iteration 33F: 3 clusters Score -4123574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Entering Unmasked Estep 
Score: -6149783.000000 Penalty: 2649.979492
	Iteration 0F: 2 clusters Score -6149783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -6120042.000000 Penalty: 5299.958984
	Iteration 0F: 3 clusters Score -6120042 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6131562.500000 Penalty: 5299.958984
	Iteration 1F: 3 clusters Score -6131562 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -6132667.500000 Penalty: 5299.958984
	Iteration 2F: 3 clusters Score -6132668 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -6134196.000000 Penalty: 5299.958984
	Iteration 3F: 3 clusters Score -6134196 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -6136215.500000 Penalty: 5299.958984
	Iteration 4F: 3 clusters Score -6136216 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -6138370.500000 Penalty: 5299.958984
	Iteration 5F: 3 clusters Score -6138370 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -6140258.500000 Penalty: 5299.958984
	Iteration 6F: 3 clusters Score -6140258 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -6141488.500000 Penalty: 5299.958984
	Iteration 7F: 3 clusters Score -6141488 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -6142150.000000 Penalty: 5299.958984
	Iteration 8Q: 3 clusters Score -6142150 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -6142660.500000 Penalty: 5299.958984
	Iteration 9Q: 3 clusters Score -6142660 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6143044.000000 Penalty: 5299.958984
	Iteration 10Q: 3 clusters Score -6143044 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6143404.500000 Penalty: 5299.958984
	Iteration 11Q: 3 clusters Score -6143404 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -6143802.000000 Penalty: 5299.958984
	Iteration 12Q: 3 clusters Score -6143802 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -6144157.500000 Penalty: 5299.958984
	Iteration 13Q: 3 clusters Score -6144158 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6144573.500000 Penalty: 5299.958984
	Iteration 14Q: 3 clusters Score -6144574 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6144962.500000 Penalty: 5299.958984
	Iteration 15Q: 3 clusters Score -6144962 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6145433.000000 Penalty: 5299.958984
	Iteration 16Q: 3 clusters Score -6145433 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6145877.500000 Penalty: 5299.958984
	Iteration 17Q: 3 clusters Score -6145878 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6146233.000000 Penalty: 5299.958984
	Iteration 18Q: 3 clusters Score -6146233 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6146539.500000 Penalty: 5299.958984
	Iteration 19Q: 3 clusters Score -6146540 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6146814.500000 Penalty: 5299.958984
	Iteration 20F: 3 clusters Score -6146814 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6147045.000000 Penalty: 5299.958984
	Iteration 21Q: 3 clusters Score -6147045 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6147205.000000 Penalty: 5299.958984
	Iteration 22Q: 3 clusters Score -6147205 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6147349.500000 Penalty: 5299.958984
	Iteration 23Q: 3 clusters Score -6147350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6147512.000000 Penalty: 5299.958984
	Iteration 24Q: 3 clusters Score -6147512 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6147666.000000 Penalty: 5299.958984
	Iteration 25Q: 3 clusters Score -6147666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6147820.500000 Penalty: 5299.958984
	Iteration 26Q: 3 clusters Score -6147820 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6147958.500000 Penalty: 5299.958984
	Iteration 27Q: 3 clusters Score -6147958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6148058.000000 Penalty: 5299.958984
	Iteration 28Q: 3 clusters Score -6148058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6148123.500000 Penalty: 5299.958984
	Iteration 29Q: 3 clusters Score -6148124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6148184.000000 Penalty: 5299.958984
	Iteration 30Q: 3 clusters Score -6148184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6148220.000000 Penalty: 5299.958984
	Iteration 31Q: 3 clusters Score -6148220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6148235.500000 Penalty: 5299.958984
	Iteration 32Q: 3 clusters Score -6148236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6148264.500000 Penalty: 5299.958984
	Iteration 33Q: 3 clusters Score -6148264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6148288.000000 Penalty: 5299.958984
	Iteration 34Q: 3 clusters Score -6148288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6148314.500000 Penalty: 5299.958984
	Iteration 35Q: 3 clusters Score -6148314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6148344.500000 Penalty: 5299.958984
	Iteration 36Q: 3 clusters Score -6148344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6148366.500000 Penalty: 5299.958984
	Iteration 37Q: 3 clusters Score -6148366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6148379.000000 Penalty: 5299.958984
	Iteration 38Q: 3 clusters Score -6148379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6148399.500000 Penalty: 5299.958984
	Iteration 39Q: 3 clusters Score -6148400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6148422.000000 Penalty: 5299.958984
	Iteration 40F: 3 clusters Score -6148422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6148447.000000 Penalty: 5299.958984
	Iteration 41Q: 3 clusters Score -6148447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6148461.500000 Penalty: 5299.958984
	Iteration 42Q: 3 clusters Score -6148462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6148486.000000 Penalty: 5299.958984
	Iteration 43Q: 3 clusters Score -6148486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6148511.500000 Penalty: 5299.958984
	Iteration 44Q: 3 clusters Score -6148512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6148525.000000 Penalty: 5299.958984
	Iteration 45Q: 3 clusters Score -6148525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6148551.000000 Penalty: 5299.958984
	Iteration 46Q: 3 clusters Score -6148551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6148556.500000 Penalty: 5299.958984
	Iteration 47Q: 3 clusters Score -6148556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6148570.000000 Penalty: 5299.958984
	Iteration 48Q: 3 clusters Score -6148570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6148593.500000 Penalty: 5299.958984
	Iteration 49Q: 3 clusters Score -6148594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6148602.000000 Penalty: 5299.958984
	Iteration 50Q: 3 clusters Score -6148602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6148603.500000 Penalty: 5299.958984
	Iteration 51Q: 3 clusters Score -6148604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6148611.000000 Penalty: 5299.958984
	Iteration 52Q: 3 clusters Score -6148611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6148648.000000 Penalty: 5299.958984
	Iteration 53Q: 3 clusters Score -6148648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6148657.500000 Penalty: 5299.958984
	Iteration 54Q: 3 clusters Score -6148658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6148668.500000 Penalty: 5299.958984
	Iteration 55Q: 3 clusters Score -6148668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6148676.500000 Penalty: 5299.958984
	Iteration 56Q: 3 clusters Score -6148676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6148675.500000 Penalty: 5299.958984
	Iteration 57Q: 3 clusters Score -6148676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6148688.000000 Penalty: 5299.958984
	Iteration 58Q: 3 clusters Score -6148688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6148695.500000 Penalty: 5299.958984
	Iteration 59Q: 3 clusters Score -6148696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6148694.500000 Penalty: 5299.958984
	Iteration 60F: 3 clusters Score -6148694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6148697.000000 Penalty: 5299.958984
	Iteration 61Q: 3 clusters Score -6148697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6148702.500000 Penalty: 5299.958984
	Iteration 62Q: 3 clusters Score -6148702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6148708.000000 Penalty: 5299.958984
	Iteration 63Q: 3 clusters Score -6148708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6148708.500000 Penalty: 5299.958984
	Iteration 64Q: 3 clusters Score -6148708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6148717.000000 Penalty: 5299.958984
	Iteration 65Q: 3 clusters Score -6148717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6148714.500000 Penalty: 5299.958984
	Iteration 66Q: 3 clusters Score -6148714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6148711.000000 Penalty: 5299.958984
	Iteration 67Q: 3 clusters Score -6148711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6148718.000000 Penalty: 5299.958984
	Iteration 68Q: 3 clusters Score -6148718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6148721.000000 Penalty: 5299.958984
	Iteration 69Q: 3 clusters Score -6148721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6148715.500000 Penalty: 5299.958984
	Iteration 70Q: 3 clusters Score -6148716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6148723.500000 Penalty: 5299.958984
	Iteration 71Q: 3 clusters Score -6148724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6148724.500000 Penalty: 5299.958984
	Iteration 72Q: 3 clusters Score -6148724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6148725.500000 Penalty: 5299.958984
	Iteration 73Q: 3 clusters Score -6148726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6148726.000000 Penalty: 5299.958984
	Iteration 74Q: 3 clusters Score -6148726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6148730.000000 Penalty: 5299.958984
	Iteration 75Q: 3 clusters Score -6148730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6148734.000000 Penalty: 5299.958984
	Iteration 76Q: 3 clusters Score -6148734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6148731.000000 Penalty: 5299.958984
	Iteration 77Q: 3 clusters Score -6148731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6148736.000000 Penalty: 5299.958984
	Iteration 78Q: 3 clusters Score -6148736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6148736.500000 Penalty: 5299.958984
	Iteration 79Q: 3 clusters Score -6148736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6148740.000000 Penalty: 5299.958984
	Iteration 80F: 3 clusters Score -6148740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6148741.000000 Penalty: 5299.958984
	Iteration 81Q: 3 clusters Score -6148741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6148741.000000 Penalty: 5299.958984
	Iteration 82F: 3 clusters Score -6148741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1495724.750000 Penalty: 2297.442383
	Iteration 0F: 2 clusters Score -1495725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1487769.375000 Penalty: 4594.884766
	Iteration 0F: 3 clusters Score -1487769 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1490182.250000 Penalty: 4594.884766
	Iteration 1F: 3 clusters Score -1490182 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1490542.125000 Penalty: 4594.884766
	Iteration 2F: 3 clusters Score -1490542 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1490860.125000 Penalty: 4594.884766
	Iteration 3F: 3 clusters Score -1490860 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1491186.500000 Penalty: 4594.884766
	Iteration 4F: 3 clusters Score -1491186 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1491518.750000 Penalty: 4594.884766
	Iteration 5F: 3 clusters Score -1491519 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1491892.125000 Penalty: 4594.884766
	Iteration 6F: 3 clusters Score -1491892 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1492288.125000 Penalty: 4594.884766
	Iteration 7F: 3 clusters Score -1492288 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1492648.125000 Penalty: 4594.884766
	Iteration 8F: 3 clusters Score -1492648 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1492968.375000 Penalty: 4594.884766
	Iteration 9Q: 3 clusters Score -1492968 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1493240.875000 Penalty: 4594.884766
	Iteration 10Q: 3 clusters Score -1493241 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1493427.625000 Penalty: 4594.884766
	Iteration 11Q: 3 clusters Score -1493428 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1493548.250000 Penalty: 4594.884766
	Iteration 12Q: 3 clusters Score -1493548 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1493630.875000 Penalty: 4594.884766
	Iteration 13Q: 3 clusters Score -1493631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1493688.250000 Penalty: 4594.884766
	Iteration 14Q: 3 clusters Score -1493688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1493730.625000 Penalty: 4594.884766
	Iteration 15Q: 3 clusters Score -1493731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1493756.000000 Penalty: 4594.884766
	Iteration 16Q: 3 clusters Score -1493756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1493777.625000 Penalty: 4594.884766
	Iteration 17Q: 3 clusters Score -1493778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1493795.875000 Penalty: 4594.884766
	Iteration 18Q: 3 clusters Score -1493796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1493806.250000 Penalty: 4594.884766
	Iteration 19Q: 3 clusters Score -1493806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1493819.625000 Penalty: 4594.884766
	Iteration 20F: 3 clusters Score -1493820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1493825.000000 Penalty: 4594.884766
	Iteration 21Q: 3 clusters Score -1493825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1493826.125000 Penalty: 4594.884766
	Iteration 22Q: 3 clusters Score -1493826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1493830.875000 Penalty: 4594.884766
	Iteration 23Q: 3 clusters Score -1493831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1493834.250000 Penalty: 4594.884766
	Iteration 24Q: 3 clusters Score -1493834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1493837.000000 Penalty: 4594.884766
	Iteration 25Q: 3 clusters Score -1493837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1493838.375000 Penalty: 4594.884766
	Iteration 26Q: 3 clusters Score -1493838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1493838.250000 Penalty: 4594.884766
	Iteration 27Q: 3 clusters Score -1493838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1493841.125000 Penalty: 4594.884766
	Iteration 28Q: 3 clusters Score -1493841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1493844.000000 Penalty: 4594.884766
	Iteration 29Q: 3 clusters Score -1493844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1493844.750000 Penalty: 4594.884766
	Iteration 30Q: 3 clusters Score -1493845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1493846.000000 Penalty: 4594.884766
	Iteration 31Q: 3 clusters Score -1493846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1493846.000000 Penalty: 4594.884766
	Iteration 32F: 3 clusters Score -1493846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Entering Unmasked Estep 
Score: -5531204.000000 Penalty: 2618.891846
	Iteration 0F: 2 clusters Score -5531204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5504879.500000 Penalty: 5237.783691
	Iteration 0F: 3 clusters Score -5504880 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5514699.000000 Penalty: 5237.783691
	Iteration 1F: 3 clusters Score -5514699 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5515248.000000 Penalty: 5237.783691
	Iteration 2Q: 3 clusters Score -5515248 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -5515809.500000 Penalty: 5237.783691
	Iteration 3Q: 3 clusters Score -5515810 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5516402.000000 Penalty: 5237.783691
	Iteration 4Q: 3 clusters Score -5516402 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5517035.000000 Penalty: 5237.783691
	Iteration 5Q: 3 clusters Score -5517035 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5517795.000000 Penalty: 5237.783691
	Iteration 6Q: 3 clusters Score -5517795 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5518721.500000 Penalty: 5237.783691
	Iteration 7Q: 3 clusters Score -5518722 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5519878.000000 Penalty: 5237.783691
	Iteration 8Q: 3 clusters Score -5519878 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5521124.000000 Penalty: 5237.783691
	Iteration 9F: 3 clusters Score -5521124 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -5522520.500000 Penalty: 5237.783691
	Iteration 10F: 3 clusters Score -5522520 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5524054.500000 Penalty: 5237.783691
	Iteration 11F: 3 clusters Score -5524054 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5525522.500000 Penalty: 5237.783691
	Iteration 12Q: 3 clusters Score -5525522 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5526706.000000 Penalty: 5237.783691
	Iteration 13Q: 3 clusters Score -5526706 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5527541.000000 Penalty: 5237.783691
	Iteration 14Q: 3 clusters Score -5527541 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5528080.500000 Penalty: 5237.783691
	Iteration 15Q: 3 clusters Score -5528080 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5528390.000000 Penalty: 5237.783691
	Iteration 16Q: 3 clusters Score -5528390 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5528595.000000 Penalty: 5237.783691
	Iteration 17Q: 3 clusters Score -5528595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5528724.500000 Penalty: 5237.783691
	Iteration 18Q: 3 clusters Score -5528724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5528811.500000 Penalty: 5237.783691
	Iteration 19Q: 3 clusters Score -5528812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5528875.500000 Penalty: 5237.783691
	Iteration 20F: 3 clusters Score -5528876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5528906.500000 Penalty: 5237.783691
	Iteration 21Q: 3 clusters Score -5528906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5528941.500000 Penalty: 5237.783691
	Iteration 22Q: 3 clusters Score -5528942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5528972.000000 Penalty: 5237.783691
	Iteration 23Q: 3 clusters Score -5528972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5528978.500000 Penalty: 5237.783691
	Iteration 24Q: 3 clusters Score -5528978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5528984.000000 Penalty: 5237.783691
	Iteration 25Q: 3 clusters Score -5528984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5529001.500000 Penalty: 5237.783691
	Iteration 26Q: 3 clusters Score -5529002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5528992.000000 Penalty: 5237.783691
	Iteration 27Q: 3 clusters Score -5528992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5529012.500000 Penalty: 5237.783691
	Iteration 28Q: 3 clusters Score -5529012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -5529014.500000 Penalty: 5237.783691
	Iteration 29Q: 3 clusters Score -5529014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5529020.500000 Penalty: 5237.783691
	Iteration 30Q: 3 clusters Score -5529020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5529022.000000 Penalty: 5237.783691
	Iteration 31Q: 3 clusters Score -5529022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5529026.000000 Penalty: 5237.783691
	Iteration 32Q: 3 clusters Score -5529026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5529022.000000 Penalty: 5237.783691
	Iteration 33Q: 3 clusters Score -5529022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5529024.500000 Penalty: 5237.783691
	Iteration 34Q: 3 clusters Score -5529024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -5529025.500000 Penalty: 5237.783691
	Iteration 35Q: 3 clusters Score -5529026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5529027.500000 Penalty: 5237.783691
	Iteration 36Q: 3 clusters Score -5529028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5529030.500000 Penalty: 5237.783691
	Iteration 37Q: 3 clusters Score -5529030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5529030.500000 Penalty: 5237.783691
	Iteration 38F: 3 clusters Score -5529030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Entering Unmasked Estep 
Score: -3223869.500000 Penalty: 2476.855957
	Iteration 0F: 2 clusters Score -3223870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3208689.250000 Penalty: 4953.711914
	Iteration 0F: 3 clusters Score -3208689 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3213926.750000 Penalty: 4953.711914
	Iteration 1F: 3 clusters Score -3213927 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3214459.500000 Penalty: 4953.711914
	Iteration 2F: 3 clusters Score -3214460 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3215056.000000 Penalty: 4953.711914
	Iteration 3F: 3 clusters Score -3215056 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3215844.250000 Penalty: 4953.711914
	Iteration 4F: 3 clusters Score -3215844 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3216878.000000 Penalty: 4953.711914
	Iteration 5F: 3 clusters Score -3216878 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3218122.750000 Penalty: 4953.711914
	Iteration 6F: 3 clusters Score -3218123 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3219477.000000 Penalty: 4953.711914
	Iteration 7F: 3 clusters Score -3219477 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3220489.250000 Penalty: 4953.711914
	Iteration 8Q: 3 clusters Score -3220489 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3221106.750000 Penalty: 4953.711914
	Iteration 9Q: 3 clusters Score -3221107 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3221401.750000 Penalty: 4953.711914
	Iteration 10Q: 3 clusters Score -3221402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3221535.250000 Penalty: 4953.711914
	Iteration 11Q: 3 clusters Score -3221535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3221603.250000 Penalty: 4953.711914
	Iteration 12Q: 3 clusters Score -3221603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3221637.000000 Penalty: 4953.711914
	Iteration 13Q: 3 clusters Score -3221637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3221660.250000 Penalty: 4953.711914
	Iteration 14Q: 3 clusters Score -3221660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3221673.500000 Penalty: 4953.711914
	Iteration 15Q: 3 clusters Score -3221674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3221678.250000 Penalty: 4953.711914
	Iteration 16Q: 3 clusters Score -3221678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3221684.750000 Penalty: 4953.711914
	Iteration 17Q: 3 clusters Score -3221685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3221695.250000 Penalty: 4953.711914
	Iteration 18Q: 3 clusters Score -3221695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3221705.000000 Penalty: 4953.711914
	Iteration 19Q: 3 clusters Score -3221705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3221705.500000 Penalty: 4953.711914
	Iteration 20F: 3 clusters Score -3221706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3221710.000000 Penalty: 4953.711914
	Iteration 21Q: 3 clusters Score -3221710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3221713.250000 Penalty: 4953.711914
	Iteration 22Q: 3 clusters Score -3221713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3221714.250000 Penalty: 4953.711914
	Iteration 23Q: 3 clusters Score -3221714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3221714.000000 Penalty: 4953.711914
	Iteration 24Q: 3 clusters Score -3221714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3221715.750000 Penalty: 4953.711914
	Iteration 25Q: 3 clusters Score -3221716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3221714.500000 Penalty: 4953.711914
	Iteration 26Q: 3 clusters Score -3221714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3221717.500000 Penalty: 4953.711914
	Iteration 27Q: 3 clusters Score -3221718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3221720.500000 Penalty: 4953.711914
	Iteration 28Q: 3 clusters Score -3221720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3221726.250000 Penalty: 4953.711914
	Iteration 29Q: 3 clusters Score -3221726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3221726.250000 Penalty: 4953.711914
	Iteration 30F: 3 clusters Score -3221726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -592411.062500 Penalty: 2069.731689
	Iteration 0F: 2 clusters Score -592411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -588399.375000 Penalty: 4139.463379
	Iteration 0F: 3 clusters Score -588399.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -589351.812500 Penalty: 4139.463379
	Iteration 1F: 3 clusters Score -589351.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -589575.000000 Penalty: 4139.463379
	Iteration 2F: 3 clusters Score -589575 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -589753.625000 Penalty: 4139.463379
	Iteration 3F: 3 clusters Score -589753.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -589917.937500 Penalty: 4139.463379
	Iteration 4Q: 3 clusters Score -589917.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -590050.000000 Penalty: 4139.463379
	Iteration 5Q: 3 clusters Score -590050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -590191.937500 Penalty: 4139.463379
	Iteration 6Q: 3 clusters Score -590191.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -590329.625000 Penalty: 4139.463379
	Iteration 7Q: 3 clusters Score -590329.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -590426.562500 Penalty: 4139.463379
	Iteration 8Q: 3 clusters Score -590426.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -590521.625000 Penalty: 4139.463379
	Iteration 9Q: 3 clusters Score -590521.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -590632.187500 Penalty: 4139.463379
	Iteration 10Q: 3 clusters Score -590632.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -590732.812500 Penalty: 4139.463379
	Iteration 11Q: 3 clusters Score -590732.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -590816.750000 Penalty: 4139.463379
	Iteration 12Q: 3 clusters Score -590816.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -590886.937500 Penalty: 4139.463379
	Iteration 13Q: 3 clusters Score -590886.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -590933.875000 Penalty: 4139.463379
	Iteration 14Q: 3 clusters Score -590933.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -590976.937500 Penalty: 4139.463379
	Iteration 15Q: 3 clusters Score -590976.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -591014.562500 Penalty: 4139.463379
	Iteration 16Q: 3 clusters Score -591014.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -591046.750000 Penalty: 4139.463379
	Iteration 17Q: 3 clusters Score -591046.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -591072.625000 Penalty: 4139.463379
	Iteration 18Q: 3 clusters Score -591072.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -591088.437500 Penalty: 4139.463379
	Iteration 19Q: 3 clusters Score -591088.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -591100.625000 Penalty: 4139.463379
	Iteration 20F: 3 clusters Score -591100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -591108.125000 Penalty: 4139.463379
	Iteration 21Q: 3 clusters Score -591108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -591115.937500 Penalty: 4139.463379
	Iteration 22Q: 3 clusters Score -591115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -591125.125000 Penalty: 4139.463379
	Iteration 23Q: 3 clusters Score -591125.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -591131.687500 Penalty: 4139.463379
	Iteration 24Q: 3 clusters Score -591131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -591135.750000 Penalty: 4139.463379
	Iteration 25Q: 3 clusters Score -591135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -591140.500000 Penalty: 4139.463379
	Iteration 26Q: 3 clusters Score -591140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -591145.375000 Penalty: 4139.463379
	Iteration 27Q: 3 clusters Score -591145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -591146.187500 Penalty: 4139.463379
	Iteration 28Q: 3 clusters Score -591146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -591148.312500 Penalty: 4139.463379
	Iteration 29Q: 3 clusters Score -591148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -591148.562500 Penalty: 4139.463379
	Iteration 30Q: 3 clusters Score -591148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -591148.562500 Penalty: 4139.463379
	Iteration 31Q: 3 clusters Score -591148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -591148.750000 Penalty: 4139.463379
	Iteration 32Q: 3 clusters Score -591148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -591148.750000 Penalty: 4139.463379
	Iteration 33F: 3 clusters Score -591148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 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 99 members 
Entering Unmasked Estep 
Score: -24734.917969 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24734.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24859.576172 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24859.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24907.826172 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24907.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24938.013672 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24938.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24941.660156 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24941.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24943.753906 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -24943.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24947.058594 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24947.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24947.058594 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -24947.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -828063.000000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -828063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -823102.250000 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -823102.2 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -824325.687500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -824325.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -824541.625000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -824541.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -824671.125000 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -824671.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -824756.187500 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -824756.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -824811.375000 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -824811.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -824845.687500 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -824845.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -824877.625000 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -824877.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -824903.437500 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -824903.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -824925.625000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -824925.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -824945.625000 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -824945.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -824963.937500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -824963.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -824975.937500 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -824975.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -824985.375000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -824985.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -824997.312500 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -824997.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -825008.500000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -825008.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -825017.750000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -825017.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -825026.125000 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -825026.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -825036.500000 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -825036.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -825041.000000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -825041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -825045.562500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -825045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -825048.937500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -825048.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -825052.500000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -825052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -825055.687500 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -825055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -825058.062500 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -825058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -825061.125000 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -825061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -825062.500000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -825062.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -825068.125000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -825068.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -825072.500000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -825072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -825073.687500 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -825073.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -825077.562500 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -825077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -825079.937500 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -825079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -825079.500000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -825079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -825082.750000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -825082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -825084.437500 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -825084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -825086.687500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -825086.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -825090.000000 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -825090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -825093.625000 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -825093.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -825099.562500 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -825099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -825102.250000 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -825102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -825106.250000 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -825106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -825107.937500 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -825107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -825109.062500 Penalty: 4292.208008
	Iteration 42Q: 3 clusters Score -825109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -825110.687500 Penalty: 4292.208008
	Iteration 43Q: 3 clusters Score -825110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -825115.062500 Penalty: 4292.208008
	Iteration 44Q: 3 clusters Score -825115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -825117.000000 Penalty: 4292.208008
	Iteration 45Q: 3 clusters Score -825117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -825117.312500 Penalty: 4292.208008
	Iteration 46Q: 3 clusters Score -825117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -825121.187500 Penalty: 4292.208008
	Iteration 47Q: 3 clusters Score -825121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -825124.250000 Penalty: 4292.208008
	Iteration 48Q: 3 clusters Score -825124.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -825130.875000 Penalty: 4292.208008
	Iteration 49Q: 3 clusters Score -825130.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -825136.375000 Penalty: 4292.208008
	Iteration 50Q: 3 clusters Score -825136.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -825145.375000 Penalty: 4292.208008
	Iteration 51Q: 3 clusters Score -825145.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -825156.375000 Penalty: 4292.208008
	Iteration 52Q: 3 clusters Score -825156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -825165.125000 Penalty: 4292.208008
	Iteration 53Q: 3 clusters Score -825165.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -825173.125000 Penalty: 4292.208008
	Iteration 54Q: 3 clusters Score -825173.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -825187.625000 Penalty: 4292.208008
	Iteration 55Q: 3 clusters Score -825187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -825197.312500 Penalty: 4292.208008
	Iteration 56Q: 3 clusters Score -825197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -825211.000000 Penalty: 4292.208008
	Iteration 57Q: 3 clusters Score -825211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -825225.312500 Penalty: 4292.208008
	Iteration 58Q: 3 clusters Score -825225.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -825242.000000 Penalty: 4292.208008
	Iteration 59Q: 3 clusters Score -825242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -825250.812500 Penalty: 4292.208008
	Iteration 60F: 3 clusters Score -825250.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -825262.187500 Penalty: 4292.208008
	Iteration 61Q: 3 clusters Score -825262.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -825272.437500 Penalty: 4292.208008
	Iteration 62Q: 3 clusters Score -825272.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -825281.125000 Penalty: 4292.208008
	Iteration 63Q: 3 clusters Score -825281.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -825292.250000 Penalty: 4292.208008
	Iteration 64Q: 3 clusters Score -825292.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -825302.812500 Penalty: 4292.208008
	Iteration 65Q: 3 clusters Score -825302.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -825315.437500 Penalty: 4292.208008
	Iteration 66Q: 3 clusters Score -825315.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -825325.250000 Penalty: 4292.208008
	Iteration 67Q: 3 clusters Score -825325.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -825337.687500 Penalty: 4292.208008
	Iteration 68Q: 3 clusters Score -825337.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -825346.937500 Penalty: 4292.208008
	Iteration 69Q: 3 clusters Score -825346.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -825362.062500 Penalty: 4292.208008
	Iteration 70Q: 3 clusters Score -825362.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -825372.437500 Penalty: 4292.208008
	Iteration 71Q: 3 clusters Score -825372.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -825386.062500 Penalty: 4292.208008
	Iteration 72Q: 3 clusters Score -825386.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -825405.312500 Penalty: 4292.208008
	Iteration 73Q: 3 clusters Score -825405.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -825423.187500 Penalty: 4292.208008
	Iteration 74Q: 3 clusters Score -825423.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -825442.562500 Penalty: 4292.208008
	Iteration 75Q: 3 clusters Score -825442.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -825455.937500 Penalty: 4292.208008
	Iteration 76Q: 3 clusters Score -825455.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -825470.937500 Penalty: 4292.208008
	Iteration 77Q: 3 clusters Score -825470.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -825492.000000 Penalty: 4292.208008
	Iteration 78Q: 3 clusters Score -825492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -825509.312500 Penalty: 4292.208008
	Iteration 79Q: 3 clusters Score -825509.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -825532.437500 Penalty: 4292.208008
	Iteration 80F: 3 clusters Score -825532.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -825556.125000 Penalty: 4292.208008
	Iteration 81Q: 3 clusters Score -825556.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -825595.312500 Penalty: 4292.208008
	Iteration 82Q: 3 clusters Score -825595.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -825630.687500 Penalty: 4292.208008
	Iteration 83Q: 3 clusters Score -825630.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -825659.437500 Penalty: 4292.208008
	Iteration 84Q: 3 clusters Score -825659.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -825691.125000 Penalty: 4292.208008
	Iteration 85Q: 3 clusters Score -825691.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -825723.437500 Penalty: 4292.208008
	Iteration 86Q: 3 clusters Score -825723.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -825747.937500 Penalty: 4292.208008
	Iteration 87Q: 3 clusters Score -825747.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -825778.937500 Penalty: 4292.208008
	Iteration 88Q: 3 clusters Score -825778.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -825816.812500 Penalty: 4292.208008
	Iteration 89Q: 3 clusters Score -825816.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -825860.500000 Penalty: 4292.208008
	Iteration 90Q: 3 clusters Score -825860.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -825899.375000 Penalty: 4292.208008
	Iteration 91Q: 3 clusters Score -825899.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -825935.250000 Penalty: 4292.208008
	Iteration 92Q: 3 clusters Score -825935.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -825958.000000 Penalty: 4292.208008
	Iteration 93Q: 3 clusters Score -825958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -825985.312500 Penalty: 4292.208008
	Iteration 94Q: 3 clusters Score -825985.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -826006.937500 Penalty: 4292.208008
	Iteration 95Q: 3 clusters Score -826006.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -826032.562500 Penalty: 4292.208008
	Iteration 96Q: 3 clusters Score -826032.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -826053.187500 Penalty: 4292.208008
	Iteration 97Q: 3 clusters Score -826053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -826077.625000 Penalty: 4292.208008
	Iteration 98Q: 3 clusters Score -826077.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -826108.687500 Penalty: 4292.208008
	Iteration 99Q: 3 clusters Score -826108.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -826127.812500 Penalty: 4292.208008
	Iteration 100F: 3 clusters Score -826127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -826150.437500 Penalty: 4292.208008
	Iteration 101Q: 3 clusters Score -826150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -826160.187500 Penalty: 4292.208008
	Iteration 102Q: 3 clusters Score -826160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -826172.375000 Penalty: 4292.208008
	Iteration 103Q: 3 clusters Score -826172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -826182.500000 Penalty: 4292.208008
	Iteration 104Q: 3 clusters Score -826182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -826190.437500 Penalty: 4292.208008
	Iteration 105Q: 3 clusters Score -826190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -826197.937500 Penalty: 4292.208008
	Iteration 106Q: 3 clusters Score -826197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -826198.937500 Penalty: 4292.208008
	Iteration 107Q: 3 clusters Score -826198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -826201.937500 Penalty: 4292.208008
	Iteration 108Q: 3 clusters Score -826201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -826203.437500 Penalty: 4292.208008
	Iteration 109Q: 3 clusters Score -826203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -826204.062500 Penalty: 4292.208008
	Iteration 110Q: 3 clusters Score -826204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -826204.062500 Penalty: 4292.208008
	Iteration 111F: 3 clusters Score -826204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -295686.781250 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -295686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -292965.531250 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -292965.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -293452.906250 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -293452.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293598.593750 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -293598.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -293668.937500 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -293668.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -293702.593750 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -293702.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -293736.875000 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -293736.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -293760.593750 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -293760.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -293775.187500 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -293775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -293781.718750 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -293781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -293788.125000 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -293788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -293796.187500 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -293796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -293802.031250 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -293802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293808.625000 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -293808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -293812.625000 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -293812.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293819.500000 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -293819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -293824.750000 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -293824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293829.031250 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -293829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -293832.000000 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -293832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -293835.031250 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -293835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293841.062500 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -293841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293843.562500 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -293843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -293846.593750 Penalty: 3801.050293
	Iteration 21Q: 3 clusters Score -293846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -293850.250000 Penalty: 3801.050293
	Iteration 22Q: 3 clusters Score -293850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -293854.968750 Penalty: 3801.050293
	Iteration 23Q: 3 clusters Score -293855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -293857.906250 Penalty: 3801.050293
	Iteration 24Q: 3 clusters Score -293857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -293857.906250 Penalty: 3801.050293
	Iteration 25F: 3 clusters Score -293857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27850.761719 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27850.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28012.863281 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28012.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28033.501953 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -28033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28054.851562 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28054.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28077.205078 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28077.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28138.201172 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28294.414062 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28294.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28294.414062 Penalty: 2748.466797
	Iteration 7F: 3 clusters Score -28294.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (97665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Entering Unmasked Estep 
Score: -14328576.000000 Penalty: 2849.346191
	Iteration 0F: 2 clusters Score -1.432858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -14263537.000000 Penalty: 5698.692383
	Iteration 0F: 3 clusters Score -1.426354e+07 nChanged 46046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -14289769.000000 Penalty: 5698.692383
	Iteration 1F: 3 clusters Score -1.428977e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -14290916.000000 Penalty: 5698.692383
	Iteration 2Q: 3 clusters Score -1.429092e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -14292251.000000 Penalty: 5698.692383
	Iteration 3Q: 3 clusters Score -1.429225e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -14293767.000000 Penalty: 5698.692383
	Iteration 4Q: 3 clusters Score -1.429377e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -14295866.000000 Penalty: 5698.692383
	Iteration 5Q: 3 clusters Score -1.429587e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -14298555.000000 Penalty: 5698.692383
	Iteration 6F: 3 clusters Score -1.429856e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -14301781.000000 Penalty: 5698.692383
	Iteration 7F: 3 clusters Score -1.430178e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -14305542.000000 Penalty: 5698.692383
	Iteration 8F: 3 clusters Score -1.430554e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -14308992.000000 Penalty: 5698.692383
	Iteration 9F: 3 clusters Score -1.430899e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -14311566.000000 Penalty: 5698.692383
	Iteration 10Q: 3 clusters Score -1.431157e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -14313000.000000 Penalty: 5698.692383
	Iteration 11Q: 3 clusters Score -1.4313e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -14313567.000000 Penalty: 5698.692383
	Iteration 12Q: 3 clusters Score -1.431357e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -14314053.000000 Penalty: 5698.692383
	Iteration 13Q: 3 clusters Score -1.431405e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -14314359.000000 Penalty: 5698.692383
	Iteration 14Q: 3 clusters Score -1.431436e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -14314718.000000 Penalty: 5698.692383
	Iteration 15Q: 3 clusters Score -1.431472e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -14315011.000000 Penalty: 5698.692383
	Iteration 16Q: 3 clusters Score -1.431501e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -14315291.000000 Penalty: 5698.692383
	Iteration 17Q: 3 clusters Score -1.431529e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -14315551.000000 Penalty: 5698.692383
	Iteration 18Q: 3 clusters Score -1.431555e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -14315888.000000 Penalty: 5698.692383
	Iteration 19Q: 3 clusters Score -1.431589e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -14316223.000000 Penalty: 5698.692383
	Iteration 20F: 3 clusters Score -1.431622e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -14316665.000000 Penalty: 5698.692383
	Iteration 21Q: 3 clusters Score -1.431666e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -14317130.000000 Penalty: 5698.692383
	Iteration 22Q: 3 clusters Score -1.431713e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -14317673.000000 Penalty: 5698.692383
	Iteration 23Q: 3 clusters Score -1.431767e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -14318223.000000 Penalty: 5698.692383
	Iteration 24Q: 3 clusters Score -1.431822e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -14318820.000000 Penalty: 5698.692383
	Iteration 25Q: 3 clusters Score -1.431882e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -14319568.000000 Penalty: 5698.692383
	Iteration 26Q: 3 clusters Score -1.431957e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -14320270.000000 Penalty: 5698.692383
	Iteration 27Q: 3 clusters Score -1.432027e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -14320948.000000 Penalty: 5698.692383
	Iteration 28Q: 3 clusters Score -1.432095e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -14321477.000000 Penalty: 5698.692383
	Iteration 29Q: 3 clusters Score -1.432148e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -14322009.000000 Penalty: 5698.692383
	Iteration 30Q: 3 clusters Score -1.432201e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -14322476.000000 Penalty: 5698.692383
	Iteration 31Q: 3 clusters Score -1.432248e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -14322795.000000 Penalty: 5698.692383
	Iteration 32Q: 3 clusters Score -1.43228e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -14322935.000000 Penalty: 5698.692383
	Iteration 33Q: 3 clusters Score -1.432294e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -14323082.000000 Penalty: 5698.692383
	Iteration 34Q: 3 clusters Score -1.432308e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -14323137.000000 Penalty: 5698.692383
	Iteration 35Q: 3 clusters Score -1.432314e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -14323259.000000 Penalty: 5698.692383
	Iteration 36Q: 3 clusters Score -1.432326e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -14323363.000000 Penalty: 5698.692383
	Iteration 37Q: 3 clusters Score -1.432336e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -14323490.000000 Penalty: 5698.692383
	Iteration 38Q: 3 clusters Score -1.432349e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -14323547.000000 Penalty: 5698.692383
	Iteration 39Q: 3 clusters Score -1.432355e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -14323630.000000 Penalty: 5698.692383
	Iteration 40F: 3 clusters Score -1.432363e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -14323698.000000 Penalty: 5698.692383
	Iteration 41Q: 3 clusters Score -1.43237e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -14323786.000000 Penalty: 5698.692383
	Iteration 42Q: 3 clusters Score -1.432379e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -14323831.000000 Penalty: 5698.692383
	Iteration 43Q: 3 clusters Score -1.432383e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -14323839.000000 Penalty: 5698.692383
	Iteration 44Q: 3 clusters Score -1.432384e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -14323918.000000 Penalty: 5698.692383
	Iteration 45Q: 3 clusters Score -1.432392e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -14323986.000000 Penalty: 5698.692383
	Iteration 46Q: 3 clusters Score -1.432399e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -14324029.000000 Penalty: 5698.692383
	Iteration 47Q: 3 clusters Score -1.432403e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -14324088.000000 Penalty: 5698.692383
	Iteration 48Q: 3 clusters Score -1.432409e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -14324102.000000 Penalty: 5698.692383
	Iteration 49Q: 3 clusters Score -1.43241e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -14324178.000000 Penalty: 5698.692383
	Iteration 50Q: 3 clusters Score -1.432418e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -14324214.000000 Penalty: 5698.692383
	Iteration 51Q: 3 clusters Score -1.432421e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -14324274.000000 Penalty: 5698.692383
	Iteration 52Q: 3 clusters Score -1.432427e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -14324322.000000 Penalty: 5698.692383
	Iteration 53Q: 3 clusters Score -1.432432e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -14324340.000000 Penalty: 5698.692383
	Iteration 54Q: 3 clusters Score -1.432434e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -14324405.000000 Penalty: 5698.692383
	Iteration 55Q: 3 clusters Score -1.43244e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -14324450.000000 Penalty: 5698.692383
	Iteration 56Q: 3 clusters Score -1.432445e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -14324461.000000 Penalty: 5698.692383
	Iteration 57Q: 3 clusters Score -1.432446e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -14324472.000000 Penalty: 5698.692383
	Iteration 58Q: 3 clusters Score -1.432447e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -14324514.000000 Penalty: 5698.692383
	Iteration 59Q: 3 clusters Score -1.432451e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -14324539.000000 Penalty: 5698.692383
	Iteration 60F: 3 clusters Score -1.432454e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -14324578.000000 Penalty: 5698.692383
	Iteration 61Q: 3 clusters Score -1.432458e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -14324581.000000 Penalty: 5698.692383
	Iteration 62Q: 3 clusters Score -1.432458e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -14324580.000000 Penalty: 5698.692383
	Iteration 63Q: 3 clusters Score -1.432458e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -14324607.000000 Penalty: 5698.692383
	Iteration 64Q: 3 clusters Score -1.432461e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -14324658.000000 Penalty: 5698.692383
	Iteration 65Q: 3 clusters Score -1.432466e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -14324700.000000 Penalty: 5698.692383
	Iteration 66Q: 3 clusters Score -1.43247e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -14324752.000000 Penalty: 5698.692383
	Iteration 67Q: 3 clusters Score -1.432475e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -14324741.000000 Penalty: 5698.692383
	Iteration 68Q: 3 clusters Score -1.432474e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -14324776.000000 Penalty: 5698.692383
	Iteration 69Q: 3 clusters Score -1.432478e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -14324825.000000 Penalty: 5698.692383
	Iteration 70Q: 3 clusters Score -1.432482e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -14324840.000000 Penalty: 5698.692383
	Iteration 71Q: 3 clusters Score -1.432484e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -14324877.000000 Penalty: 5698.692383
	Iteration 72Q: 3 clusters Score -1.432488e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -14324931.000000 Penalty: 5698.692383
	Iteration 73Q: 3 clusters Score -1.432493e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -14325011.000000 Penalty: 5698.692383
	Iteration 74Q: 3 clusters Score -1.432501e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -14325073.000000 Penalty: 5698.692383
	Iteration 75Q: 3 clusters Score -1.432507e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -14325151.000000 Penalty: 5698.692383
	Iteration 76Q: 3 clusters Score -1.432515e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -14325171.000000 Penalty: 5698.692383
	Iteration 77Q: 3 clusters Score -1.432517e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -14325250.000000 Penalty: 5698.692383
	Iteration 78Q: 3 clusters Score -1.432525e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -14325354.000000 Penalty: 5698.692383
	Iteration 79Q: 3 clusters Score -1.432535e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -14325478.000000 Penalty: 5698.692383
	Iteration 80F: 3 clusters Score -1.432548e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -14325582.000000 Penalty: 5698.692383
	Iteration 81Q: 3 clusters Score -1.432558e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14325709.000000 Penalty: 5698.692383
	Iteration 82Q: 3 clusters Score -1.432571e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -14325815.000000 Penalty: 5698.692383
	Iteration 83Q: 3 clusters Score -1.432582e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -14325878.000000 Penalty: 5698.692383
	Iteration 84Q: 3 clusters Score -1.432588e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -14325968.000000 Penalty: 5698.692383
	Iteration 85Q: 3 clusters Score -1.432597e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -14326024.000000 Penalty: 5698.692383
	Iteration 86Q: 3 clusters Score -1.432602e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -14326081.000000 Penalty: 5698.692383
	Iteration 87Q: 3 clusters Score -1.432608e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -14326124.000000 Penalty: 5698.692383
	Iteration 88Q: 3 clusters Score -1.432612e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14326158.000000 Penalty: 5698.692383
	Iteration 89Q: 3 clusters Score -1.432616e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14326160.000000 Penalty: 5698.692383
	Iteration 90Q: 3 clusters Score -1.432616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -14326226.000000 Penalty: 5698.692383
	Iteration 91Q: 3 clusters Score -1.432623e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -14326274.000000 Penalty: 5698.692383
	Iteration 92Q: 3 clusters Score -1.432627e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14326320.000000 Penalty: 5698.692383
	Iteration 93Q: 3 clusters Score -1.432632e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -14326368.000000 Penalty: 5698.692383
	Iteration 94Q: 3 clusters Score -1.432637e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14326420.000000 Penalty: 5698.692383
	Iteration 95Q: 3 clusters Score -1.432642e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -14326422.000000 Penalty: 5698.692383
	Iteration 96Q: 3 clusters Score -1.432642e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14326445.000000 Penalty: 5698.692383
	Iteration 97Q: 3 clusters Score -1.432644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14326457.000000 Penalty: 5698.692383
	Iteration 98Q: 3 clusters Score -1.432646e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -14326472.000000 Penalty: 5698.692383
	Iteration 99Q: 3 clusters Score -1.432647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -14326463.000000 Penalty: 5698.692383
	Iteration 100F: 3 clusters Score -1.432646e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14326492.000000 Penalty: 5698.692383
	Iteration 101Q: 3 clusters Score -1.432649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14326501.000000 Penalty: 5698.692383
	Iteration 102Q: 3 clusters Score -1.43265e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14326498.000000 Penalty: 5698.692383
	Iteration 103Q: 3 clusters Score -1.43265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14326519.000000 Penalty: 5698.692383
	Iteration 104Q: 3 clusters Score -1.432652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -14326536.000000 Penalty: 5698.692383
	Iteration 105Q: 3 clusters Score -1.432654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14326522.000000 Penalty: 5698.692383
	Iteration 106Q: 3 clusters Score -1.432652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -14326538.000000 Penalty: 5698.692383
	Iteration 107Q: 3 clusters Score -1.432654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14326543.000000 Penalty: 5698.692383
	Iteration 108Q: 3 clusters Score -1.432654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14326548.000000 Penalty: 5698.692383
	Iteration 109Q: 3 clusters Score -1.432655e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14326551.000000 Penalty: 5698.692383
	Iteration 110Q: 3 clusters Score -1.432655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -14326558.000000 Penalty: 5698.692383
	Iteration 111Q: 3 clusters Score -1.432656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -14326540.000000 Penalty: 5698.692383
	Iteration 112Q: 3 clusters Score -1.432654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14326555.000000 Penalty: 5698.692383
	Iteration 113Q: 3 clusters Score -1.432656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14326569.000000 Penalty: 5698.692383
	Iteration 114Q: 3 clusters Score -1.432657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14326579.000000 Penalty: 5698.692383
	Iteration 115Q: 3 clusters Score -1.432658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14326586.000000 Penalty: 5698.692383
	Iteration 116Q: 3 clusters Score -1.432659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14326588.000000 Penalty: 5698.692383
	Iteration 117Q: 3 clusters Score -1.432659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14326603.000000 Penalty: 5698.692383
	Iteration 118Q: 3 clusters Score -1.43266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -14326591.000000 Penalty: 5698.692383
	Iteration 119Q: 3 clusters Score -1.432659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -14326579.000000 Penalty: 5698.692383
	Iteration 120F: 3 clusters Score -1.432658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14326581.000000 Penalty: 5698.692383
	Iteration 121Q: 3 clusters Score -1.432658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14326575.000000 Penalty: 5698.692383
	Iteration 122Q: 3 clusters Score -1.432658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14326568.000000 Penalty: 5698.692383
	Iteration 123Q: 3 clusters Score -1.432657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14326578.000000 Penalty: 5698.692383
	Iteration 124Q: 3 clusters Score -1.432658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14326589.000000 Penalty: 5698.692383
	Iteration 125Q: 3 clusters Score -1.432659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14326597.000000 Penalty: 5698.692383
	Iteration 126Q: 3 clusters Score -1.43266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14326609.000000 Penalty: 5698.692383
	Iteration 127Q: 3 clusters Score -1.432661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14326611.000000 Penalty: 5698.692383
	Iteration 128Q: 3 clusters Score -1.432661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -14326602.000000 Penalty: 5698.692383
	Iteration 129Q: 3 clusters Score -1.43266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14326620.000000 Penalty: 5698.692383
	Iteration 130Q: 3 clusters Score -1.432662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14326627.000000 Penalty: 5698.692383
	Iteration 131Q: 3 clusters Score -1.432663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14326629.000000 Penalty: 5698.692383
	Iteration 132Q: 3 clusters Score -1.432663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 133Q: 3 clusters Score -1.432664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 134Q: 3 clusters Score -1.432664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14326635.000000 Penalty: 5698.692383
	Iteration 135Q: 3 clusters Score -1.432664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14326631.000000 Penalty: 5698.692383
	Iteration 136Q: 3 clusters Score -1.432663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14326630.000000 Penalty: 5698.692383
	Iteration 137Q: 3 clusters Score -1.432663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 138Q: 3 clusters Score -1.432664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14326642.000000 Penalty: 5698.692383
	Iteration 139Q: 3 clusters Score -1.432664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 140F: 3 clusters Score -1.432664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14326638.000000 Penalty: 5698.692383
	Iteration 141Q: 3 clusters Score -1.432664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14326633.000000 Penalty: 5698.692383
	Iteration 142Q: 3 clusters Score -1.432663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14326628.000000 Penalty: 5698.692383
	Iteration 143Q: 3 clusters Score -1.432663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14326643.000000 Penalty: 5698.692383
	Iteration 144Q: 3 clusters Score -1.432664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14326638.000000 Penalty: 5698.692383
	Iteration 145Q: 3 clusters Score -1.432664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14326644.000000 Penalty: 5698.692383
	Iteration 146Q: 3 clusters Score -1.432664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14326646.000000 Penalty: 5698.692383
	Iteration 147Q: 3 clusters Score -1.432665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14326644.000000 Penalty: 5698.692383
	Iteration 148Q: 3 clusters Score -1.432664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 149Q: 3 clusters Score -1.432664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14326643.000000 Penalty: 5698.692383
	Iteration 150Q: 3 clusters Score -1.432664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14326647.000000 Penalty: 5698.692383
	Iteration 151Q: 3 clusters Score -1.432665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14326638.000000 Penalty: 5698.692383
	Iteration 152Q: 3 clusters Score -1.432664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14326632.000000 Penalty: 5698.692383
	Iteration 153Q: 3 clusters Score -1.432663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14326639.000000 Penalty: 5698.692383
	Iteration 154Q: 3 clusters Score -1.432664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14326653.000000 Penalty: 5698.692383
	Iteration 155Q: 3 clusters Score -1.432665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -14326642.000000 Penalty: 5698.692383
	Iteration 156Q: 3 clusters Score -1.432664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -14326644.000000 Penalty: 5698.692383
	Iteration 157Q: 3 clusters Score -1.432664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -14326640.000000 Penalty: 5698.692383
	Iteration 158Q: 3 clusters Score -1.432664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14326637.000000 Penalty: 5698.692383
	Iteration 159Q: 3 clusters Score -1.432664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14326622.000000 Penalty: 5698.692383
	Iteration 160F: 3 clusters Score -1.432662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14326631.000000 Penalty: 5698.692383
	Iteration 161Q: 3 clusters Score -1.432663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14326643.000000 Penalty: 5698.692383
	Iteration 162Q: 3 clusters Score -1.432664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14326642.000000 Penalty: 5698.692383
	Iteration 163Q: 3 clusters Score -1.432664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14326656.000000 Penalty: 5698.692383
	Iteration 164Q: 3 clusters Score -1.432666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14326650.000000 Penalty: 5698.692383
	Iteration 165Q: 3 clusters Score -1.432665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14326646.000000 Penalty: 5698.692383
	Iteration 166Q: 3 clusters Score -1.432665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14326659.000000 Penalty: 5698.692383
	Iteration 167Q: 3 clusters Score -1.432666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14326659.000000 Penalty: 5698.692383
	Iteration 168Q: 3 clusters Score -1.432666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14326657.000000 Penalty: 5698.692383
	Iteration 169Q: 3 clusters Score -1.432666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14326652.000000 Penalty: 5698.692383
	Iteration 170Q: 3 clusters Score -1.432665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14326655.000000 Penalty: 5698.692383
	Iteration 171Q: 3 clusters Score -1.432666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14326656.000000 Penalty: 5698.692383
	Iteration 172Q: 3 clusters Score -1.432666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14326656.000000 Penalty: 5698.692383
	Iteration 173F: 3 clusters Score -1.432666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 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 382 members 
Entering Unmasked Estep 
Score: -94839.101562 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94839.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95096.132812 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95096.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95257.359375 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95257.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95439.015625 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95439.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95649.250000 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -95649.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95822.632812 Penalty: 3277.568359
	Iteration 5F: 3 clusters Score -95822.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95964.812500 Penalty: 3277.568359
	Iteration 6F: 3 clusters Score -95964.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96069.039062 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96069.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96159.515625 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96159.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96253.968750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96253.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96342.398438 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96386.789062 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96386.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96405.304688 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96411.875000 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96411.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96420.929688 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96420.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96430.742188 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96430.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96446.875000 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96446.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96479.351562 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96479.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96513.218750 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96513.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96531.734375 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -96531.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96537.460938 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -96537.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96539.960938 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -96539.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96542.953125 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -96542.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96544.328125 Penalty: 3277.568359
	Iteration 23Q: 3 clusters Score -96544.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96547.445312 Penalty: 3277.568359
	Iteration 24Q: 3 clusters Score -96547.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96552.796875 Penalty: 3277.568359
	Iteration 25Q: 3 clusters Score -96552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96555.257812 Penalty: 3277.568359
	Iteration 26Q: 3 clusters Score -96555.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96555.257812 Penalty: 3277.568359
	Iteration 27F: 3 clusters Score -96555.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (195686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195686 members 
Entering Unmasked Estep 
Score: -28658816.000000 Penalty: 3021.698242
	Iteration 0F: 2 clusters Score -2.865882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97519 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -28534666.000000 Penalty: 6043.396484
	Iteration 0F: 3 clusters Score -2.853467e+07 nChanged 93883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -28589486.000000 Penalty: 6043.396484
	Iteration 1F: 3 clusters Score -2.858949e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -28590778.000000 Penalty: 6043.396484
	Iteration 2Q: 3 clusters Score -2.859078e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 112421 members 
Entering Unmasked Estep 
Score: -28592798.000000 Penalty: 6043.396484
	Iteration 3Q: 3 clusters Score -2.85928e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -28596220.000000 Penalty: 6043.396484
	Iteration 4Q: 3 clusters Score -2.859622e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -28601796.000000 Penalty: 6043.396484
	Iteration 5F: 3 clusters Score -2.86018e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -28610574.000000 Penalty: 6043.396484
	Iteration 6F: 3 clusters Score -2.861057e+07 nChanged 13665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -28621306.000000 Penalty: 6043.396484
	Iteration 7F: 3 clusters Score -2.862131e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -28631586.000000 Penalty: 6043.396484
	Iteration 8F: 3 clusters Score -2.863159e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -28638900.000000 Penalty: 6043.396484
	Iteration 9Q: 3 clusters Score -2.86389e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -28643964.000000 Penalty: 6043.396484
	Iteration 10Q: 3 clusters Score -2.864396e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -28646990.000000 Penalty: 6043.396484
	Iteration 11Q: 3 clusters Score -2.864699e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 185145 members 
Entering Unmasked Estep 
Score: -28649048.000000 Penalty: 6043.396484
	Iteration 12Q: 3 clusters Score -2.864905e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 187417 members 
Entering Unmasked Estep 
Score: -28650590.000000 Penalty: 6043.396484
	Iteration 13Q: 3 clusters Score -2.865059e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 189270 members 
Entering Unmasked Estep 
Score: -28652022.000000 Penalty: 6043.396484
	Iteration 14Q: 3 clusters Score -2.865202e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 190796 members 
Entering Unmasked Estep 
Score: -28653370.000000 Penalty: 6043.396484
	Iteration 15Q: 3 clusters Score -2.865337e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -28654374.000000 Penalty: 6043.396484
	Iteration 16Q: 3 clusters Score -2.865437e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 192945 members 
Entering Unmasked Estep 
Score: -28654958.000000 Penalty: 6043.396484
	Iteration 17Q: 3 clusters Score -2.865496e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 193556 members 
Entering Unmasked Estep 
Score: -28655298.000000 Penalty: 6043.396484
	Iteration 18Q: 3 clusters Score -2.86553e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 193981 members 
Entering Unmasked Estep 
Score: -28655610.000000 Penalty: 6043.396484
	Iteration 19Q: 3 clusters Score -2.865561e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
Score: -28655790.000000 Penalty: 6043.396484
	Iteration 20F: 3 clusters Score -2.865579e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 194484 members 
Entering Unmasked Estep 
Score: -28655940.000000 Penalty: 6043.396484
	Iteration 21Q: 3 clusters Score -2.865594e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -28656016.000000 Penalty: 6043.396484
	Iteration 22Q: 3 clusters Score -2.865602e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 194724 members 
Entering Unmasked Estep 
Score: -28656080.000000 Penalty: 6043.396484
	Iteration 23Q: 3 clusters Score -2.865608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 194774 members 
Entering Unmasked Estep 
Score: -28656140.000000 Penalty: 6043.396484
	Iteration 24Q: 3 clusters Score -2.865614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 194818 members 
Entering Unmasked Estep 
Score: -28656228.000000 Penalty: 6043.396484
	Iteration 25Q: 3 clusters Score -2.865623e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 194860 members 
Entering Unmasked Estep 
Score: -28656280.000000 Penalty: 6043.396484
	Iteration 26Q: 3 clusters Score -2.865628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 194896 members 
Entering Unmasked Estep 
Score: -28656264.000000 Penalty: 6043.396484
	Iteration 27Q: 3 clusters Score -2.865626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -28656270.000000 Penalty: 6043.396484
	Iteration 28Q: 3 clusters Score -2.865627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 194944 members 
Entering Unmasked Estep 
Score: -28656282.000000 Penalty: 6043.396484
	Iteration 29Q: 3 clusters Score -2.865628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 194952 members 
Entering Unmasked Estep 
Score: -28656320.000000 Penalty: 6043.396484
	Iteration 30Q: 3 clusters Score -2.865632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 194962 members 
Entering Unmasked Estep 
Score: -28656302.000000 Penalty: 6043.396484
	Iteration 31Q: 3 clusters Score -2.86563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 194975 members 
Entering Unmasked Estep 
Score: -28656302.000000 Penalty: 6043.396484
	Iteration 32Q: 3 clusters Score -2.86563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -28656318.000000 Penalty: 6043.396484
	Iteration 33Q: 3 clusters Score -2.865632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -28656304.000000 Penalty: 6043.396484
	Iteration 34Q: 3 clusters Score -2.86563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 194991 members 
Entering Unmasked Estep 
Score: -28656316.000000 Penalty: 6043.396484
	Iteration 35Q: 3 clusters Score -2.865632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 194993 members 
Entering Unmasked Estep 
Score: -28656312.000000 Penalty: 6043.396484
	Iteration 36Q: 3 clusters Score -2.865631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -28656326.000000 Penalty: 6043.396484
	Iteration 37Q: 3 clusters Score -2.865633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -28656316.000000 Penalty: 6043.396484
	Iteration 38Q: 3 clusters Score -2.865632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -28656316.000000 Penalty: 6043.396484
	Iteration 39F: 3 clusters Score -2.865632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94066.554688 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -94066.55 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94521.210938 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94521.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94743.359375 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94743.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94914.234375 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94914.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95094.390625 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -95094.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95281.421875 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -95281.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95489.835938 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95489.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95647.156250 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95647.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95748.656250 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95748.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95934.250000 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95934.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96044.468750 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -96044.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96076.468750 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -96076.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96078.414062 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -96078.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96078.414062 Penalty: 3290.125977
	Iteration 13F: 3 clusters Score -96078.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 126801 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 41953 members 
Mstep: Class 8 contains 33195 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21749 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97665 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195686 members 
Mstep: Class 30 contains 342 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
Score: -128965344.000000 Penalty: 105449.875000
Splitting cluster 30 changes total score from -128966816.000000 to -128965344.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 126801 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 41953 members 
Mstep: Class 8 contains 33195 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21749 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97665 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195686 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966784.000000 Penalty: 102048.265625
Iteration 399Q: 31 clusters Score -1.289668e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44327 members 
Mstep: Class 5 contains 126720 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 41947 members 
Mstep: Class 8 contains 33196 members 
Mstep: Class 9 contains 35217 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40057 members 
Mstep: Class 12 contains 30156 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28413 members 
Mstep: Class 18 contains 43712 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21730 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97677 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195707 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966584.000000 Penalty: 102048.265625
Iteration 400F: 31 clusters Score -1.289666e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44335 members 
Mstep: Class 5 contains 126665 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 41943 members 
Mstep: Class 8 contains 33198 members 
Mstep: Class 9 contains 35217 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 30207 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28413 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21712 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97689 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195708 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966432.000000 Penalty: 102048.265625
Iteration 401Q: 31 clusters Score -1.289664e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44343 members 
Mstep: Class 5 contains 126609 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 41940 members 
Mstep: Class 8 contains 33187 members 
Mstep: Class 9 contains 35228 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 30259 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21689 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97688 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195723 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966488.000000 Penalty: 102048.265625
Iteration 402Q: 31 clusters Score -1.289665e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44345 members 
Mstep: Class 5 contains 126567 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 41937 members 
Mstep: Class 8 contains 33179 members 
Mstep: Class 9 contains 35243 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40054 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28408 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21668 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97683 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195740 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 403Q: 31 clusters Score -1.289666e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44347 members 
Mstep: Class 5 contains 126521 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 41936 members 
Mstep: Class 8 contains 33178 members 
Mstep: Class 9 contains 35261 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43720 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21652 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97674 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195741 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966656.000000 Penalty: 102048.265625
Iteration 404Q: 31 clusters Score -1.289667e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44356 members 
Mstep: Class 5 contains 126455 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 41929 members 
Mstep: Class 8 contains 33176 members 
Mstep: Class 9 contains 35277 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40057 members 
Mstep: Class 12 contains 30406 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43720 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21642 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97681 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195736 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966648.000000 Penalty: 102048.265625
Iteration 405Q: 31 clusters Score -1.289666e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44367 members 
Mstep: Class 5 contains 126389 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 41925 members 
Mstep: Class 8 contains 33172 members 
Mstep: Class 9 contains 35295 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40056 members 
Mstep: Class 12 contains 30455 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 43720 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 21634 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97693 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195727 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966544.000000 Penalty: 102048.265625
Iteration 406Q: 31 clusters Score -1.289665e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 126351 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 41918 members 
Mstep: Class 8 contains 33178 members 
Mstep: Class 9 contains 35302 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 30490 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43720 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 21630 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97709 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195685 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 407Q: 31 clusters Score -1.289666e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13327 members 
Mstep: Class 4 contains 44406 members 
Mstep: Class 5 contains 126296 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 41919 members 
Mstep: Class 8 contains 33170 members 
Mstep: Class 9 contains 35319 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28410 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21624 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97717 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195665 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966448.000000 Penalty: 102048.265625
Iteration 408Q: 31 clusters Score -1.289664e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44413 members 
Mstep: Class 5 contains 126224 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 41919 members 
Mstep: Class 8 contains 33170 members 
Mstep: Class 9 contains 35327 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40050 members 
Mstep: Class 12 contains 30584 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28412 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21610 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97734 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195654 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966384.000000 Penalty: 102048.265625
Iteration 409Q: 31 clusters Score -1.289664e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44438 members 
Mstep: Class 5 contains 126142 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41908 members 
Mstep: Class 8 contains 33181 members 
Mstep: Class 9 contains 35347 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40044 members 
Mstep: Class 12 contains 30624 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21599 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97752 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195642 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966392.000000 Penalty: 102048.265625
Iteration 410Q: 31 clusters Score -1.289664e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 126040 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 41899 members 
Mstep: Class 8 contains 33188 members 
Mstep: Class 9 contains 35359 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 30679 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28415 members 
Mstep: Class 18 contains 43721 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21595 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97768 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195626 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966512.000000 Penalty: 102048.265625
Iteration 411Q: 31 clusters Score -1.289665e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 44480 members 
Mstep: Class 5 contains 125956 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 33192 members 
Mstep: Class 9 contains 35379 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 30725 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 43722 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21591 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97768 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195616 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966568.000000 Penalty: 102048.265625
Iteration 412Q: 31 clusters Score -1.289666e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 44497 members 
Mstep: Class 5 contains 125903 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 41862 members 
Mstep: Class 8 contains 33198 members 
Mstep: Class 9 contains 35395 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 30763 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28421 members 
Mstep: Class 18 contains 43714 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21586 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97776 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195606 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966712.000000 Penalty: 102048.265625
Iteration 413Q: 31 clusters Score -1.289667e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13327 members 
Mstep: Class 4 contains 44503 members 
Mstep: Class 5 contains 125876 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 41851 members 
Mstep: Class 8 contains 33205 members 
Mstep: Class 9 contains 35412 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 30809 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 43714 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21579 members 
Mstep: Class 22 contains 4211 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97772 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195573 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 102048.265625
Iteration 414Q: 31 clusters Score -1.289668e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 125847 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 41845 members 
Mstep: Class 8 contains 33213 members 
Mstep: Class 9 contains 35427 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 30842 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 43714 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21575 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97767 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195557 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966808.000000 Penalty: 102048.265625
Iteration 415Q: 31 clusters Score -1.289668e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 125810 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 41835 members 
Mstep: Class 8 contains 33218 members 
Mstep: Class 9 contains 35451 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 30883 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28419 members 
Mstep: Class 18 contains 43709 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21570 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97765 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195540 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966920.000000 Penalty: 102048.265625
Iteration 416Q: 31 clusters Score -1.289669e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 125739 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 41821 members 
Mstep: Class 8 contains 33221 members 
Mstep: Class 9 contains 35468 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 30929 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28419 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21563 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97767 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195544 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966952.000000 Penalty: 102048.265625
Iteration 417Q: 31 clusters Score -1.28967e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 125664 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 41806 members 
Mstep: Class 8 contains 33227 members 
Mstep: Class 9 contains 35500 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 30983 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 43703 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97763 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195519 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967088.000000 Penalty: 102048.265625
Iteration 418Q: 31 clusters Score -1.289671e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 125595 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 41796 members 
Mstep: Class 8 contains 33231 members 
Mstep: Class 9 contains 35521 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 31025 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28422 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21549 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97782 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195478 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967008.000000 Penalty: 102048.265625
Iteration 419Q: 31 clusters Score -1.28967e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44570 members 
Mstep: Class 5 contains 125537 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 41777 members 
Mstep: Class 8 contains 33233 members 
Mstep: Class 9 contains 35543 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40037 members 
Mstep: Class 12 contains 31077 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 28422 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21543 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97781 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195458 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967064.000000 Penalty: 102048.265625
Iteration 420F: 31 clusters Score -1.289671e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 44586 members 
Mstep: Class 5 contains 125483 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41765 members 
Mstep: Class 8 contains 33238 members 
Mstep: Class 9 contains 35563 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40043 members 
Mstep: Class 12 contains 31129 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 28423 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21537 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97772 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195421 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967016.000000 Penalty: 102048.265625
Iteration 421Q: 31 clusters Score -1.28967e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13329 members 
Mstep: Class 4 contains 44604 members 
Mstep: Class 5 contains 125428 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 41747 members 
Mstep: Class 8 contains 33247 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 31192 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 28424 members 
Mstep: Class 18 contains 43702 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21537 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97763 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195393 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967016.000000 Penalty: 102048.265625
Iteration 422Q: 31 clusters Score -1.28967e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13330 members 
Mstep: Class 4 contains 44627 members 
Mstep: Class 5 contains 125357 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 41730 members 
Mstep: Class 8 contains 33249 members 
Mstep: Class 9 contains 35629 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40042 members 
Mstep: Class 12 contains 31244 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28423 members 
Mstep: Class 18 contains 43700 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21522 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97766 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195371 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967048.000000 Penalty: 102048.265625
Iteration 423Q: 31 clusters Score -1.28967e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44645 members 
Mstep: Class 5 contains 125270 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 41719 members 
Mstep: Class 8 contains 33256 members 
Mstep: Class 9 contains 35652 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40040 members 
Mstep: Class 12 contains 31280 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28423 members 
Mstep: Class 18 contains 43698 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21515 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97774 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195377 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967144.000000 Penalty: 102048.265625
Iteration 424Q: 31 clusters Score -1.289671e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44653 members 
Mstep: Class 5 contains 125192 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 41706 members 
Mstep: Class 8 contains 33269 members 
Mstep: Class 9 contains 35684 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40040 members 
Mstep: Class 12 contains 31330 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28423 members 
Mstep: Class 18 contains 43694 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21503 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97774 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195373 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967000.000000 Penalty: 102048.265625
Iteration 425Q: 31 clusters Score -1.28967e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44648 members 
Mstep: Class 5 contains 125110 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 33273 members 
Mstep: Class 9 contains 35715 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40042 members 
Mstep: Class 12 contains 31392 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28424 members 
Mstep: Class 18 contains 43692 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21494 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97781 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195359 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967224.000000 Penalty: 102048.265625
Iteration 426Q: 31 clusters Score -1.289672e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44652 members 
Mstep: Class 5 contains 125038 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 33276 members 
Mstep: Class 9 contains 35733 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 31454 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28425 members 
Mstep: Class 18 contains 43691 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21482 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97790 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195337 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967200.000000 Penalty: 102048.265625
Iteration 427Q: 31 clusters Score -1.289672e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44651 members 
Mstep: Class 5 contains 124984 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 41685 members 
Mstep: Class 8 contains 33276 members 
Mstep: Class 9 contains 35752 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 31509 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28429 members 
Mstep: Class 18 contains 43692 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21472 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97793 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195318 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967336.000000 Penalty: 102048.265625
Iteration 428Q: 31 clusters Score -1.289673e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44656 members 
Mstep: Class 5 contains 124911 members 
Mstep: Class 6 contains 8770 members 
Mstep: Class 7 contains 41679 members 
Mstep: Class 8 contains 33286 members 
Mstep: Class 9 contains 35774 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 31572 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28429 members 
Mstep: Class 18 contains 43685 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21469 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97819 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195271 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967232.000000 Penalty: 102048.265625
Iteration 429Q: 31 clusters Score -1.289672e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44668 members 
Mstep: Class 5 contains 124831 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 41680 members 
Mstep: Class 8 contains 33288 members 
Mstep: Class 9 contains 35786 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 31630 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28433 members 
Mstep: Class 18 contains 43683 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21473 members 
Mstep: Class 22 contains 4203 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97819 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195252 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967264.000000 Penalty: 102048.265625
Iteration 430Q: 31 clusters Score -1.289673e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44685 members 
Mstep: Class 5 contains 124767 members 
Mstep: Class 6 contains 8770 members 
Mstep: Class 7 contains 41677 members 
Mstep: Class 8 contains 33290 members 
Mstep: Class 9 contains 35806 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 31694 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28435 members 
Mstep: Class 18 contains 43684 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21467 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97828 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195200 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967264.000000 Penalty: 102048.265625
Iteration 431Q: 31 clusters Score -1.289673e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44689 members 
Mstep: Class 5 contains 124702 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 41666 members 
Mstep: Class 8 contains 33293 members 
Mstep: Class 9 contains 35819 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40040 members 
Mstep: Class 12 contains 31759 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 28443 members 
Mstep: Class 18 contains 43684 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21459 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97821 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195176 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967096.000000 Penalty: 102048.265625
Iteration 432Q: 31 clusters Score -1.289671e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44689 members 
Mstep: Class 5 contains 124627 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 41665 members 
Mstep: Class 8 contains 33296 members 
Mstep: Class 9 contains 35839 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40042 members 
Mstep: Class 12 contains 31826 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 43684 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21447 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97824 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195158 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967000.000000 Penalty: 102048.265625
Iteration 433Q: 31 clusters Score -1.28967e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44695 members 
Mstep: Class 5 contains 124545 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 41662 members 
Mstep: Class 8 contains 33301 members 
Mstep: Class 9 contains 35860 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40040 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28442 members 
Mstep: Class 18 contains 43680 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21429 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97815 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195168 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967112.000000 Penalty: 102048.265625
Iteration 434Q: 31 clusters Score -1.289671e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44704 members 
Mstep: Class 5 contains 124475 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 41652 members 
Mstep: Class 8 contains 33307 members 
Mstep: Class 9 contains 35868 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 31966 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28442 members 
Mstep: Class 18 contains 43679 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97804 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195170 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967080.000000 Penalty: 102048.265625
Iteration 435Q: 31 clusters Score -1.289671e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44712 members 
Mstep: Class 5 contains 124443 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 41645 members 
Mstep: Class 8 contains 33316 members 
Mstep: Class 9 contains 35900 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 32013 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28442 members 
Mstep: Class 18 contains 43678 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21393 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97791 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195156 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967072.000000 Penalty: 102048.265625
Iteration 436Q: 31 clusters Score -1.289671e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44712 members 
Mstep: Class 5 contains 124418 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 41633 members 
Mstep: Class 8 contains 33320 members 
Mstep: Class 9 contains 35937 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 32064 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28443 members 
Mstep: Class 18 contains 43677 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21380 members 
Mstep: Class 22 contains 4197 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97791 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195120 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128967208.000000 Penalty: 102048.265625
Iteration 437Q: 31 clusters Score -1.289672e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44713 members 
Mstep: Class 5 contains 124430 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 33319 members 
Mstep: Class 9 contains 35977 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 32116 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28443 members 
Mstep: Class 18 contains 43675 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21370 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97773 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195056 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966984.000000 Penalty: 102048.265625
Iteration 438Q: 31 clusters Score -1.28967e+08 nChanged 646
Entering ConstructFrom: 
Score: -128966984.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (56069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Entering Unmasked Estep 
Score: -8309944.000000 Penalty: 2711.716064
	Iteration 0F: 2 clusters Score -8309944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8272246.000000 Penalty: 5423.432129
	Iteration 0F: 3 clusters Score -8272246 nChanged 26072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -8286992.000000 Penalty: 5423.432129
	Iteration 1F: 3 clusters Score -8286992 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -8287914.000000 Penalty: 5423.432129
	Iteration 2Q: 3 clusters Score -8287914 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -8288975.000000 Penalty: 5423.432129
	Iteration 3Q: 3 clusters Score -8288975 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8290261.000000 Penalty: 5423.432129
	Iteration 4Q: 3 clusters Score -8290261 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -8292055.500000 Penalty: 5423.432129
	Iteration 5F: 3 clusters Score -8292056 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8294379.500000 Penalty: 5423.432129
	Iteration 6F: 3 clusters Score -8294380 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8297129.500000 Penalty: 5423.432129
	Iteration 7F: 3 clusters Score -8297130 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -8300205.000000 Penalty: 5423.432129
	Iteration 8F: 3 clusters Score -8300205 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -8302921.000000 Penalty: 5423.432129
	Iteration 9F: 3 clusters Score -8302921 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -8304890.500000 Penalty: 5423.432129
	Iteration 10Q: 3 clusters Score -8304890 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -8306145.500000 Penalty: 5423.432129
	Iteration 11Q: 3 clusters Score -8306146 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -8306850.500000 Penalty: 5423.432129
	Iteration 12Q: 3 clusters Score -8306850 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -8307173.500000 Penalty: 5423.432129
	Iteration 13Q: 3 clusters Score -8307174 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -8307347.000000 Penalty: 5423.432129
	Iteration 14Q: 3 clusters Score -8307347 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -8307421.500000 Penalty: 5423.432129
	Iteration 15Q: 3 clusters Score -8307422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -8307470.000000 Penalty: 5423.432129
	Iteration 16Q: 3 clusters Score -8307470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -8307502.000000 Penalty: 5423.432129
	Iteration 17Q: 3 clusters Score -8307502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -8307535.000000 Penalty: 5423.432129
	Iteration 18Q: 3 clusters Score -8307535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -8307554.000000 Penalty: 5423.432129
	Iteration 19Q: 3 clusters Score -8307554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -8307571.000000 Penalty: 5423.432129
	Iteration 20F: 3 clusters Score -8307571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -8307593.000000 Penalty: 5423.432129
	Iteration 21Q: 3 clusters Score -8307593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -8307611.500000 Penalty: 5423.432129
	Iteration 22Q: 3 clusters Score -8307612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -8307623.000000 Penalty: 5423.432129
	Iteration 23Q: 3 clusters Score -8307623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -8307624.000000 Penalty: 5423.432129
	Iteration 24Q: 3 clusters Score -8307624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -8307631.500000 Penalty: 5423.432129
	Iteration 25Q: 3 clusters Score -8307632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -8307632.500000 Penalty: 5423.432129
	Iteration 26Q: 3 clusters Score -8307632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -8307644.000000 Penalty: 5423.432129
	Iteration 27Q: 3 clusters Score -8307644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -8307651.000000 Penalty: 5423.432129
	Iteration 28Q: 3 clusters Score -8307651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -8307654.000000 Penalty: 5423.432129
	Iteration 29Q: 3 clusters Score -8307654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -8307653.000000 Penalty: 5423.432129
	Iteration 30Q: 3 clusters Score -8307653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8307658.500000 Penalty: 5423.432129
	Iteration 31Q: 3 clusters Score -8307658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -8307662.500000 Penalty: 5423.432129
	Iteration 32Q: 3 clusters Score -8307662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -8307661.500000 Penalty: 5423.432129
	Iteration 33Q: 3 clusters Score -8307662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -8307662.500000 Penalty: 5423.432129
	Iteration 34Q: 3 clusters Score -8307662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -8307663.000000 Penalty: 5423.432129
	Iteration 35Q: 3 clusters Score -8307663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -8307663.000000 Penalty: 5423.432129
	Iteration 36F: 3 clusters Score -8307663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -933718.937500 Penalty: 2192.032715
	Iteration 0F: 2 clusters Score -933718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -928040.187500 Penalty: 4384.065430
	Iteration 0F: 3 clusters Score -928040.2 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -929577.000000 Penalty: 4384.065430
	Iteration 1F: 3 clusters Score -929577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -929843.250000 Penalty: 4384.065430
	Iteration 2F: 3 clusters Score -929843.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -930109.250000 Penalty: 4384.065430
	Iteration 3F: 3 clusters Score -930109.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -930391.500000 Penalty: 4384.065430
	Iteration 4F: 3 clusters Score -930391.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -930650.625000 Penalty: 4384.065430
	Iteration 5Q: 3 clusters Score -930650.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -930867.250000 Penalty: 4384.065430
	Iteration 6Q: 3 clusters Score -930867.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -931040.937500 Penalty: 4384.065430
	Iteration 7Q: 3 clusters Score -931040.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -931169.250000 Penalty: 4384.065430
	Iteration 8Q: 3 clusters Score -931169.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -931273.312500 Penalty: 4384.065430
	Iteration 9Q: 3 clusters Score -931273.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -931389.250000 Penalty: 4384.065430
	Iteration 10Q: 3 clusters Score -931389.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -931512.875000 Penalty: 4384.065430
	Iteration 11Q: 3 clusters Score -931512.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -931626.750000 Penalty: 4384.065430
	Iteration 12Q: 3 clusters Score -931626.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -931741.875000 Penalty: 4384.065430
	Iteration 13Q: 3 clusters Score -931741.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -931841.375000 Penalty: 4384.065430
	Iteration 14Q: 3 clusters Score -931841.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -931943.375000 Penalty: 4384.065430
	Iteration 15Q: 3 clusters Score -931943.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -932049.437500 Penalty: 4384.065430
	Iteration 16Q: 3 clusters Score -932049.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -932129.812500 Penalty: 4384.065430
	Iteration 17Q: 3 clusters Score -932129.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -932189.625000 Penalty: 4384.065430
	Iteration 18Q: 3 clusters Score -932189.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -932236.937500 Penalty: 4384.065430
	Iteration 19Q: 3 clusters Score -932236.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -932272.687500 Penalty: 4384.065430
	Iteration 20F: 3 clusters Score -932272.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -932304.250000 Penalty: 4384.065430
	Iteration 21Q: 3 clusters Score -932304.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -932332.250000 Penalty: 4384.065430
	Iteration 22Q: 3 clusters Score -932332.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -932358.625000 Penalty: 4384.065430
	Iteration 23Q: 3 clusters Score -932358.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -932372.500000 Penalty: 4384.065430
	Iteration 24Q: 3 clusters Score -932372.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -932387.250000 Penalty: 4384.065430
	Iteration 25Q: 3 clusters Score -932387.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -932396.000000 Penalty: 4384.065430
	Iteration 26Q: 3 clusters Score -932396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -932405.562500 Penalty: 4384.065430
	Iteration 27Q: 3 clusters Score -932405.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -932414.937500 Penalty: 4384.065430
	Iteration 28Q: 3 clusters Score -932414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -932428.375000 Penalty: 4384.065430
	Iteration 29Q: 3 clusters Score -932428.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -932437.437500 Penalty: 4384.065430
	Iteration 30Q: 3 clusters Score -932437.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -932443.062500 Penalty: 4384.065430
	Iteration 31Q: 3 clusters Score -932443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -932448.875000 Penalty: 4384.065430
	Iteration 32Q: 3 clusters Score -932448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -932452.937500 Penalty: 4384.065430
	Iteration 33Q: 3 clusters Score -932452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -932454.062500 Penalty: 4384.065430
	Iteration 34Q: 3 clusters Score -932454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -932462.062500 Penalty: 4384.065430
	Iteration 35Q: 3 clusters Score -932462.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -932468.562500 Penalty: 4384.065430
	Iteration 36Q: 3 clusters Score -932468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -932473.687500 Penalty: 4384.065430
	Iteration 37Q: 3 clusters Score -932473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -932476.062500 Penalty: 4384.065430
	Iteration 38Q: 3 clusters Score -932476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -932477.750000 Penalty: 4384.065430
	Iteration 39Q: 3 clusters Score -932477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -932480.437500 Penalty: 4384.065430
	Iteration 40F: 3 clusters Score -932480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -932482.875000 Penalty: 4384.065430
	Iteration 41Q: 3 clusters Score -932482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -932482.375000 Penalty: 4384.065430
	Iteration 42Q: 3 clusters Score -932482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -932486.562500 Penalty: 4384.065430
	Iteration 43Q: 3 clusters Score -932486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -932486.562500 Penalty: 4384.065430
	Iteration 44F: 3 clusters Score -932486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Entering Unmasked Estep 
Score: -1783858.000000 Penalty: 2355.484863
	Iteration 0F: 2 clusters Score -1783858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1774108.375000 Penalty: 4710.969727
	Iteration 0F: 3 clusters Score -1774108 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1777268.000000 Penalty: 4710.969727
	Iteration 1F: 3 clusters Score -1777268 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1777811.750000 Penalty: 4710.969727
	Iteration 2F: 3 clusters Score -1777812 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1778344.625000 Penalty: 4710.969727
	Iteration 3F: 3 clusters Score -1778345 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1778817.000000 Penalty: 4710.969727
	Iteration 4F: 3 clusters Score -1778817 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1779214.875000 Penalty: 4710.969727
	Iteration 5F: 3 clusters Score -1779215 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1779549.500000 Penalty: 4710.969727
	Iteration 6Q: 3 clusters Score -1779550 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1779882.000000 Penalty: 4710.969727
	Iteration 7Q: 3 clusters Score -1779882 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1780203.500000 Penalty: 4710.969727
	Iteration 8Q: 3 clusters Score -1780204 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1780552.250000 Penalty: 4710.969727
	Iteration 9Q: 3 clusters Score -1780552 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1780798.750000 Penalty: 4710.969727
	Iteration 10Q: 3 clusters Score -1780799 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1781017.000000 Penalty: 4710.969727
	Iteration 11Q: 3 clusters Score -1781017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1781207.250000 Penalty: 4710.969727
	Iteration 12Q: 3 clusters Score -1781207 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1781377.250000 Penalty: 4710.969727
	Iteration 13Q: 3 clusters Score -1781377 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1781496.250000 Penalty: 4710.969727
	Iteration 14Q: 3 clusters Score -1781496 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1781590.375000 Penalty: 4710.969727
	Iteration 15Q: 3 clusters Score -1781590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1781661.375000 Penalty: 4710.969727
	Iteration 16Q: 3 clusters Score -1781661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1781725.625000 Penalty: 4710.969727
	Iteration 17Q: 3 clusters Score -1781726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1781781.625000 Penalty: 4710.969727
	Iteration 18Q: 3 clusters Score -1781782 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1781854.000000 Penalty: 4710.969727
	Iteration 19Q: 3 clusters Score -1781854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1781923.250000 Penalty: 4710.969727
	Iteration 20F: 3 clusters Score -1781923 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1781979.000000 Penalty: 4710.969727
	Iteration 21Q: 3 clusters Score -1781979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1782019.875000 Penalty: 4710.969727
	Iteration 22Q: 3 clusters Score -1782020 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1782074.125000 Penalty: 4710.969727
	Iteration 23Q: 3 clusters Score -1782074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1782119.125000 Penalty: 4710.969727
	Iteration 24Q: 3 clusters Score -1782119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1782143.125000 Penalty: 4710.969727
	Iteration 25Q: 3 clusters Score -1782143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1782160.625000 Penalty: 4710.969727
	Iteration 26Q: 3 clusters Score -1782161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1782176.875000 Penalty: 4710.969727
	Iteration 27Q: 3 clusters Score -1782177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1782200.250000 Penalty: 4710.969727
	Iteration 28Q: 3 clusters Score -1782200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1782219.250000 Penalty: 4710.969727
	Iteration 29Q: 3 clusters Score -1782219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1782231.375000 Penalty: 4710.969727
	Iteration 30Q: 3 clusters Score -1782231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1782241.125000 Penalty: 4710.969727
	Iteration 31Q: 3 clusters Score -1782241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1782246.375000 Penalty: 4710.969727
	Iteration 32Q: 3 clusters Score -1782246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1782254.000000 Penalty: 4710.969727
	Iteration 33Q: 3 clusters Score -1782254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1782255.625000 Penalty: 4710.969727
	Iteration 34Q: 3 clusters Score -1782256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1782254.750000 Penalty: 4710.969727
	Iteration 35Q: 3 clusters Score -1782255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1782263.000000 Penalty: 4710.969727
	Iteration 36Q: 3 clusters Score -1782263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1782263.500000 Penalty: 4710.969727
	Iteration 37Q: 3 clusters Score -1782264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1782266.500000 Penalty: 4710.969727
	Iteration 38Q: 3 clusters Score -1782266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1782266.625000 Penalty: 4710.969727
	Iteration 39Q: 3 clusters Score -1782267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1782269.625000 Penalty: 4710.969727
	Iteration 40F: 3 clusters Score -1782270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1782272.375000 Penalty: 4710.969727
	Iteration 41Q: 3 clusters Score -1782272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1782274.875000 Penalty: 4710.969727
	Iteration 42Q: 3 clusters Score -1782275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1782277.125000 Penalty: 4710.969727
	Iteration 43Q: 3 clusters Score -1782277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1782281.750000 Penalty: 4710.969727
	Iteration 44Q: 3 clusters Score -1782282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1782283.750000 Penalty: 4710.969727
	Iteration 45Q: 3 clusters Score -1782284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1782285.375000 Penalty: 4710.969727
	Iteration 46Q: 3 clusters Score -1782285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1782285.375000 Penalty: 4710.969727
	Iteration 47Q: 3 clusters Score -1782285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1782283.375000 Penalty: 4710.969727
	Iteration 48Q: 3 clusters Score -1782283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1782283.375000 Penalty: 4710.969727
	Iteration 49F: 3 clusters Score -1782283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Entering Unmasked Estep 
Score: -6576955.500000 Penalty: 2655.622070
	Iteration 0F: 2 clusters Score -6576956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6546754.500000 Penalty: 5311.244141
	Iteration 0F: 3 clusters Score -6546754 nChanged 20578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6558027.500000 Penalty: 5311.244141
	Iteration 1F: 3 clusters Score -6558028 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -6558530.500000 Penalty: 5311.244141
	Iteration 2Q: 3 clusters Score -6558530 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6559043.500000 Penalty: 5311.244141
	Iteration 3Q: 3 clusters Score -6559044 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6559713.000000 Penalty: 5311.244141
	Iteration 4Q: 3 clusters Score -6559713 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6560631.500000 Penalty: 5311.244141
	Iteration 5Q: 3 clusters Score -6560632 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -6561910.000000 Penalty: 5311.244141
	Iteration 6F: 3 clusters Score -6561910 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -6563993.500000 Penalty: 5311.244141
	Iteration 7F: 3 clusters Score -6563994 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6566940.000000 Penalty: 5311.244141
	Iteration 8F: 3 clusters Score -6566940 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6569990.500000 Penalty: 5311.244141
	Iteration 9F: 3 clusters Score -6569990 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -6572519.500000 Penalty: 5311.244141
	Iteration 10F: 3 clusters Score -6572520 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6573763.000000 Penalty: 5311.244141
	Iteration 11Q: 3 clusters Score -6573763 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -6574236.000000 Penalty: 5311.244141
	Iteration 12Q: 3 clusters Score -6574236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -6574390.000000 Penalty: 5311.244141
	Iteration 13Q: 3 clusters Score -6574390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6574467.500000 Penalty: 5311.244141
	Iteration 14Q: 3 clusters Score -6574468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6574502.500000 Penalty: 5311.244141
	Iteration 15Q: 3 clusters Score -6574502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6574531.000000 Penalty: 5311.244141
	Iteration 16Q: 3 clusters Score -6574531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6574547.500000 Penalty: 5311.244141
	Iteration 17Q: 3 clusters Score -6574548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -6574561.000000 Penalty: 5311.244141
	Iteration 18Q: 3 clusters Score -6574561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6574572.500000 Penalty: 5311.244141
	Iteration 19Q: 3 clusters Score -6574572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6574585.000000 Penalty: 5311.244141
	Iteration 20F: 3 clusters Score -6574585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6574586.500000 Penalty: 5311.244141
	Iteration 21Q: 3 clusters Score -6574586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6574588.000000 Penalty: 5311.244141
	Iteration 22Q: 3 clusters Score -6574588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -6574604.500000 Penalty: 5311.244141
	Iteration 23Q: 3 clusters Score -6574604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6574609.500000 Penalty: 5311.244141
	Iteration 24Q: 3 clusters Score -6574610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6574620.500000 Penalty: 5311.244141
	Iteration 25Q: 3 clusters Score -6574620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6574629.500000 Penalty: 5311.244141
	Iteration 26Q: 3 clusters Score -6574630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6574625.000000 Penalty: 5311.244141
	Iteration 27Q: 3 clusters Score -6574625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -6574631.000000 Penalty: 5311.244141
	Iteration 28Q: 3 clusters Score -6574631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6574643.500000 Penalty: 5311.244141
	Iteration 29Q: 3 clusters Score -6574644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6574653.500000 Penalty: 5311.244141
	Iteration 30Q: 3 clusters Score -6574654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6574657.000000 Penalty: 5311.244141
	Iteration 31Q: 3 clusters Score -6574657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6574660.000000 Penalty: 5311.244141
	Iteration 32Q: 3 clusters Score -6574660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6574662.500000 Penalty: 5311.244141
	Iteration 33Q: 3 clusters Score -6574662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6574673.000000 Penalty: 5311.244141
	Iteration 34Q: 3 clusters Score -6574673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6574676.000000 Penalty: 5311.244141
	Iteration 35Q: 3 clusters Score -6574676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6574680.000000 Penalty: 5311.244141
	Iteration 36Q: 3 clusters Score -6574680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6574680.000000 Penalty: 5311.244141
	Iteration 37F: 3 clusters Score -6574680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Entering Unmasked Estep 
Score: -18280146.000000 Penalty: 2909.385742
	Iteration 0F: 2 clusters Score -1.828015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -18198538.000000 Penalty: 5818.771484
	Iteration 0F: 3 clusters Score -1.819854e+07 nChanged 59209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -18232350.000000 Penalty: 5818.771484
	Iteration 1F: 3 clusters Score -1.823235e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -18233120.000000 Penalty: 5818.771484
	Iteration 2Q: 3 clusters Score -1.823312e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -18233916.000000 Penalty: 5818.771484
	Iteration 3Q: 3 clusters Score -1.823392e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -18234874.000000 Penalty: 5818.771484
	Iteration 4Q: 3 clusters Score -1.823487e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -18235942.000000 Penalty: 5818.771484
	Iteration 5Q: 3 clusters Score -1.823594e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -18237464.000000 Penalty: 5818.771484
	Iteration 6Q: 3 clusters Score -1.823746e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -18239728.000000 Penalty: 5818.771484
	Iteration 7Q: 3 clusters Score -1.823973e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -18243086.000000 Penalty: 5818.771484
	Iteration 8Q: 3 clusters Score -1.824309e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -18247748.000000 Penalty: 5818.771484
	Iteration 9F: 3 clusters Score -1.824775e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -18253612.000000 Penalty: 5818.771484
	Iteration 10F: 3 clusters Score -1.825361e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -18259626.000000 Penalty: 5818.771484
	Iteration 11F: 3 clusters Score -1.825963e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -18264556.000000 Penalty: 5818.771484
	Iteration 12F: 3 clusters Score -1.826456e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -18268178.000000 Penalty: 5818.771484
	Iteration 13Q: 3 clusters Score -1.826818e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109413 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -18270604.000000 Penalty: 5818.771484
	Iteration 14Q: 3 clusters Score -1.82706e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112060 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -18272248.000000 Penalty: 5818.771484
	Iteration 15Q: 3 clusters Score -1.827225e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -18273372.000000 Penalty: 5818.771484
	Iteration 16Q: 3 clusters Score -1.827337e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -18274220.000000 Penalty: 5818.771484
	Iteration 17Q: 3 clusters Score -1.827422e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -18274942.000000 Penalty: 5818.771484
	Iteration 18Q: 3 clusters Score -1.827494e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -18275504.000000 Penalty: 5818.771484
	Iteration 19Q: 3 clusters Score -1.82755e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -18275954.000000 Penalty: 5818.771484
	Iteration 20F: 3 clusters Score -1.827595e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -18276276.000000 Penalty: 5818.771484
	Iteration 21Q: 3 clusters Score -1.827628e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -18276516.000000 Penalty: 5818.771484
	Iteration 22Q: 3 clusters Score -1.827652e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -18276730.000000 Penalty: 5818.771484
	Iteration 23Q: 3 clusters Score -1.827673e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -18276918.000000 Penalty: 5818.771484
	Iteration 24Q: 3 clusters Score -1.827692e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -18277072.000000 Penalty: 5818.771484
	Iteration 25Q: 3 clusters Score -1.827707e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18277226.000000 Penalty: 5818.771484
	Iteration 26Q: 3 clusters Score -1.827723e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18277350.000000 Penalty: 5818.771484
	Iteration 27Q: 3 clusters Score -1.827735e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18277394.000000 Penalty: 5818.771484
	Iteration 28Q: 3 clusters Score -1.827739e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122428 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18277432.000000 Penalty: 5818.771484
	Iteration 29Q: 3 clusters Score -1.827743e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18277534.000000 Penalty: 5818.771484
	Iteration 30Q: 3 clusters Score -1.827753e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122614 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18277540.000000 Penalty: 5818.771484
	Iteration 31Q: 3 clusters Score -1.827754e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122698 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18277566.000000 Penalty: 5818.771484
	Iteration 32Q: 3 clusters Score -1.827757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -18277590.000000 Penalty: 5818.771484
	Iteration 33Q: 3 clusters Score -1.827759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18277618.000000 Penalty: 5818.771484
	Iteration 34Q: 3 clusters Score -1.827762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -18277642.000000 Penalty: 5818.771484
	Iteration 35Q: 3 clusters Score -1.827764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18277664.000000 Penalty: 5818.771484
	Iteration 36Q: 3 clusters Score -1.827766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -18277670.000000 Penalty: 5818.771484
	Iteration 37Q: 3 clusters Score -1.827767e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18277688.000000 Penalty: 5818.771484
	Iteration 38Q: 3 clusters Score -1.827769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18277670.000000 Penalty: 5818.771484
	Iteration 39Q: 3 clusters Score -1.827767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18277694.000000 Penalty: 5818.771484
	Iteration 40F: 3 clusters Score -1.827769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18277708.000000 Penalty: 5818.771484
	Iteration 41Q: 3 clusters Score -1.827771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -18277714.000000 Penalty: 5818.771484
	Iteration 42Q: 3 clusters Score -1.827771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18277732.000000 Penalty: 5818.771484
	Iteration 43Q: 3 clusters Score -1.827773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18277742.000000 Penalty: 5818.771484
	Iteration 44Q: 3 clusters Score -1.827774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -18277730.000000 Penalty: 5818.771484
	Iteration 45Q: 3 clusters Score -1.827773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18277736.000000 Penalty: 5818.771484
	Iteration 46Q: 3 clusters Score -1.827774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18277758.000000 Penalty: 5818.771484
	Iteration 47Q: 3 clusters Score -1.827776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -18277758.000000 Penalty: 5818.771484
	Iteration 48Q: 3 clusters Score -1.827776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -18277768.000000 Penalty: 5818.771484
	Iteration 49Q: 3 clusters Score -1.827777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -18277784.000000 Penalty: 5818.771484
	Iteration 50Q: 3 clusters Score -1.827778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18277792.000000 Penalty: 5818.771484
	Iteration 51Q: 3 clusters Score -1.827779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -18277792.000000 Penalty: 5818.771484
	Iteration 52Q: 3 clusters Score -1.827779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -18277806.000000 Penalty: 5818.771484
	Iteration 53Q: 3 clusters Score -1.827781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -18277818.000000 Penalty: 5818.771484
	Iteration 54Q: 3 clusters Score -1.827782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18277822.000000 Penalty: 5818.771484
	Iteration 55Q: 3 clusters Score -1.827782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18277812.000000 Penalty: 5818.771484
	Iteration 56Q: 3 clusters Score -1.827781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18277812.000000 Penalty: 5818.771484
	Iteration 57Q: 3 clusters Score -1.827781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123327 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18277812.000000 Penalty: 5818.771484
	Iteration 58Q: 3 clusters Score -1.827781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18277820.000000 Penalty: 5818.771484
	Iteration 59Q: 3 clusters Score -1.827782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18277822.000000 Penalty: 5818.771484
	Iteration 60F: 3 clusters Score -1.827782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18277816.000000 Penalty: 5818.771484
	Iteration 61Q: 3 clusters Score -1.827782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18277826.000000 Penalty: 5818.771484
	Iteration 62Q: 3 clusters Score -1.827783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18277826.000000 Penalty: 5818.771484
	Iteration 63F: 3 clusters Score -1.827783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Entering Unmasked Estep 
Score: -1240346.000000 Penalty: 2251.671387
	Iteration 0F: 2 clusters Score -1240346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1233458.625000 Penalty: 4503.342773
	Iteration 0F: 3 clusters Score -1233459 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1235431.500000 Penalty: 4503.342773
	Iteration 1F: 3 clusters Score -1235432 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1235749.375000 Penalty: 4503.342773
	Iteration 2F: 3 clusters Score -1235749 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1235971.500000 Penalty: 4503.342773
	Iteration 3F: 3 clusters Score -1235972 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1236133.000000 Penalty: 4503.342773
	Iteration 4Q: 3 clusters Score -1236133 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1236255.750000 Penalty: 4503.342773
	Iteration 5Q: 3 clusters Score -1236256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1236360.250000 Penalty: 4503.342773
	Iteration 6Q: 3 clusters Score -1236360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1236468.875000 Penalty: 4503.342773
	Iteration 7Q: 3 clusters Score -1236469 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1236589.625000 Penalty: 4503.342773
	Iteration 8Q: 3 clusters Score -1236590 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1236723.750000 Penalty: 4503.342773
	Iteration 9Q: 3 clusters Score -1236724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1236872.250000 Penalty: 4503.342773
	Iteration 10Q: 3 clusters Score -1236872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1237032.250000 Penalty: 4503.342773
	Iteration 11Q: 3 clusters Score -1237032 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1237225.875000 Penalty: 4503.342773
	Iteration 12Q: 3 clusters Score -1237226 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1237421.000000 Penalty: 4503.342773
	Iteration 13Q: 3 clusters Score -1237421 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1237629.750000 Penalty: 4503.342773
	Iteration 14Q: 3 clusters Score -1237630 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1237841.625000 Penalty: 4503.342773
	Iteration 15Q: 3 clusters Score -1237842 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1238010.125000 Penalty: 4503.342773
	Iteration 16Q: 3 clusters Score -1238010 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1238115.875000 Penalty: 4503.342773
	Iteration 17Q: 3 clusters Score -1238116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1238202.125000 Penalty: 4503.342773
	Iteration 18Q: 3 clusters Score -1238202 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1238263.250000 Penalty: 4503.342773
	Iteration 19Q: 3 clusters Score -1238263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1238310.125000 Penalty: 4503.342773
	Iteration 20F: 3 clusters Score -1238310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1238340.625000 Penalty: 4503.342773
	Iteration 21Q: 3 clusters Score -1238341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1238376.250000 Penalty: 4503.342773
	Iteration 22Q: 3 clusters Score -1238376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1238404.750000 Penalty: 4503.342773
	Iteration 23Q: 3 clusters Score -1238405 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1238429.500000 Penalty: 4503.342773
	Iteration 24Q: 3 clusters Score -1238430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1238452.750000 Penalty: 4503.342773
	Iteration 25Q: 3 clusters Score -1238453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1238474.000000 Penalty: 4503.342773
	Iteration 26Q: 3 clusters Score -1238474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1238488.875000 Penalty: 4503.342773
	Iteration 27Q: 3 clusters Score -1238489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1238501.875000 Penalty: 4503.342773
	Iteration 28Q: 3 clusters Score -1238502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1238510.625000 Penalty: 4503.342773
	Iteration 29Q: 3 clusters Score -1238511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1238518.500000 Penalty: 4503.342773
	Iteration 30Q: 3 clusters Score -1238518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1238526.500000 Penalty: 4503.342773
	Iteration 31Q: 3 clusters Score -1238526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1238532.875000 Penalty: 4503.342773
	Iteration 32Q: 3 clusters Score -1238533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1238538.750000 Penalty: 4503.342773
	Iteration 33Q: 3 clusters Score -1238539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1238541.375000 Penalty: 4503.342773
	Iteration 34Q: 3 clusters Score -1238541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1238542.875000 Penalty: 4503.342773
	Iteration 35Q: 3 clusters Score -1238543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1238543.750000 Penalty: 4503.342773
	Iteration 36Q: 3 clusters Score -1238544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1238545.625000 Penalty: 4503.342773
	Iteration 37Q: 3 clusters Score -1238546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1238547.875000 Penalty: 4503.342773
	Iteration 38Q: 3 clusters Score -1238548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1238555.500000 Penalty: 4503.342773
	Iteration 39Q: 3 clusters Score -1238556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1238559.375000 Penalty: 4503.342773
	Iteration 40F: 3 clusters Score -1238559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1238562.625000 Penalty: 4503.342773
	Iteration 41Q: 3 clusters Score -1238563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1238570.625000 Penalty: 4503.342773
	Iteration 42Q: 3 clusters Score -1238571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1238573.125000 Penalty: 4503.342773
	Iteration 43Q: 3 clusters Score -1238573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1238581.625000 Penalty: 4503.342773
	Iteration 44Q: 3 clusters Score -1238582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1238584.875000 Penalty: 4503.342773
	Iteration 45Q: 3 clusters Score -1238585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1238588.875000 Penalty: 4503.342773
	Iteration 46Q: 3 clusters Score -1238589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1238594.000000 Penalty: 4503.342773
	Iteration 47Q: 3 clusters Score -1238594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1238601.625000 Penalty: 4503.342773
	Iteration 48Q: 3 clusters Score -1238602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1238604.500000 Penalty: 4503.342773
	Iteration 49Q: 3 clusters Score -1238604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1238608.125000 Penalty: 4503.342773
	Iteration 50Q: 3 clusters Score -1238608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1238611.375000 Penalty: 4503.342773
	Iteration 51Q: 3 clusters Score -1238611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1238613.000000 Penalty: 4503.342773
	Iteration 52Q: 3 clusters Score -1238613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1238614.125000 Penalty: 4503.342773
	Iteration 53Q: 3 clusters Score -1238614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1238611.125000 Penalty: 4503.342773
	Iteration 54Q: 3 clusters Score -1238611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1238613.125000 Penalty: 4503.342773
	Iteration 55Q: 3 clusters Score -1238613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1238612.625000 Penalty: 4503.342773
	Iteration 56Q: 3 clusters Score -1238613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1238612.625000 Penalty: 4503.342773
	Iteration 57Q: 3 clusters Score -1238613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1238612.625000 Penalty: 4503.342773
	Iteration 58Q: 3 clusters Score -1238613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1238613.250000 Penalty: 4503.342773
	Iteration 59Q: 3 clusters Score -1238613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1238614.000000 Penalty: 4503.342773
	Iteration 60F: 3 clusters Score -1238614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1238613.750000 Penalty: 4503.342773
	Iteration 61Q: 3 clusters Score -1238614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1238618.125000 Penalty: 4503.342773
	Iteration 62Q: 3 clusters Score -1238618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1238617.625000 Penalty: 4503.342773
	Iteration 63Q: 3 clusters Score -1238618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1238616.750000 Penalty: 4503.342773
	Iteration 64Q: 3 clusters Score -1238617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1238616.750000 Penalty: 4503.342773
	Iteration 65F: 3 clusters Score -1238617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Entering Unmasked Estep 
Score: -5974803.500000 Penalty: 2637.793457
	Iteration 0F: 2 clusters Score -5974804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5946922.500000 Penalty: 5275.586914
	Iteration 0F: 3 clusters Score -5946922 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5956967.000000 Penalty: 5275.586914
	Iteration 1F: 3 clusters Score -5956967 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -5957352.000000 Penalty: 5275.586914
	Iteration 2Q: 3 clusters Score -5957352 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5957746.000000 Penalty: 5275.586914
	Iteration 3Q: 3 clusters Score -5957746 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -5958110.500000 Penalty: 5275.586914
	Iteration 4Q: 3 clusters Score -5958110 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5958497.500000 Penalty: 5275.586914
	Iteration 5Q: 3 clusters Score -5958498 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5958913.000000 Penalty: 5275.586914
	Iteration 6Q: 3 clusters Score -5958913 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5959498.000000 Penalty: 5275.586914
	Iteration 7Q: 3 clusters Score -5959498 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5960253.500000 Penalty: 5275.586914
	Iteration 8Q: 3 clusters Score -5960254 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5961423.000000 Penalty: 5275.586914
	Iteration 9F: 3 clusters Score -5961423 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5963025.000000 Penalty: 5275.586914
	Iteration 10F: 3 clusters Score -5963025 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -5965069.500000 Penalty: 5275.586914
	Iteration 11F: 3 clusters Score -5965070 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5967305.000000 Penalty: 5275.586914
	Iteration 12F: 3 clusters Score -5967305 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5969354.500000 Penalty: 5275.586914
	Iteration 13F: 3 clusters Score -5969354 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5970886.500000 Penalty: 5275.586914
	Iteration 14Q: 3 clusters Score -5970886 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5971785.000000 Penalty: 5275.586914
	Iteration 15Q: 3 clusters Score -5971785 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5972167.500000 Penalty: 5275.586914
	Iteration 16Q: 3 clusters Score -5972168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5972346.500000 Penalty: 5275.586914
	Iteration 17Q: 3 clusters Score -5972346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5972458.000000 Penalty: 5275.586914
	Iteration 18Q: 3 clusters Score -5972458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5972523.000000 Penalty: 5275.586914
	Iteration 19Q: 3 clusters Score -5972523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5972551.500000 Penalty: 5275.586914
	Iteration 20F: 3 clusters Score -5972552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5972558.000000 Penalty: 5275.586914
	Iteration 21Q: 3 clusters Score -5972558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5972573.000000 Penalty: 5275.586914
	Iteration 22Q: 3 clusters Score -5972573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5972571.500000 Penalty: 5275.586914
	Iteration 23Q: 3 clusters Score -5972572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5972583.500000 Penalty: 5275.586914
	Iteration 24Q: 3 clusters Score -5972584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5972592.000000 Penalty: 5275.586914
	Iteration 25Q: 3 clusters Score -5972592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5972600.000000 Penalty: 5275.586914
	Iteration 26Q: 3 clusters Score -5972600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5972610.000000 Penalty: 5275.586914
	Iteration 27Q: 3 clusters Score -5972610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5972620.500000 Penalty: 5275.586914
	Iteration 28Q: 3 clusters Score -5972620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5972617.000000 Penalty: 5275.586914
	Iteration 29Q: 3 clusters Score -5972617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5972617.000000 Penalty: 5275.586914
	Iteration 30F: 3 clusters Score -5972617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Entering Unmasked Estep 
Score: -4929763.500000 Penalty: 2582.680176
	Iteration 0F: 2 clusters Score -4929764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4907140.000000 Penalty: 5165.360352
	Iteration 0F: 3 clusters Score -4907140 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4915302.000000 Penalty: 5165.360352
	Iteration 1F: 3 clusters Score -4915302 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4915745.500000 Penalty: 5165.360352
	Iteration 2Q: 3 clusters Score -4915746 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4916161.000000 Penalty: 5165.360352
	Iteration 3Q: 3 clusters Score -4916161 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4916587.000000 Penalty: 5165.360352
	Iteration 4Q: 3 clusters Score -4916587 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4917041.500000 Penalty: 5165.360352
	Iteration 5Q: 3 clusters Score -4917042 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4917595.000000 Penalty: 5165.360352
	Iteration 6Q: 3 clusters Score -4917595 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4918267.500000 Penalty: 5165.360352
	Iteration 7Q: 3 clusters Score -4918268 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4919201.500000 Penalty: 5165.360352
	Iteration 8Q: 3 clusters Score -4919202 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4920525.000000 Penalty: 5165.360352
	Iteration 9F: 3 clusters Score -4920525 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4921998.500000 Penalty: 5165.360352
	Iteration 10F: 3 clusters Score -4921998 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4923516.500000 Penalty: 5165.360352
	Iteration 11F: 3 clusters Score -4923516 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4924742.000000 Penalty: 5165.360352
	Iteration 12Q: 3 clusters Score -4924742 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4925719.000000 Penalty: 5165.360352
	Iteration 13Q: 3 clusters Score -4925719 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4926323.000000 Penalty: 5165.360352
	Iteration 14Q: 3 clusters Score -4926323 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4926685.000000 Penalty: 5165.360352
	Iteration 15Q: 3 clusters Score -4926685 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4926928.000000 Penalty: 5165.360352
	Iteration 16Q: 3 clusters Score -4926928 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4927121.500000 Penalty: 5165.360352
	Iteration 17Q: 3 clusters Score -4927122 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4927250.500000 Penalty: 5165.360352
	Iteration 18Q: 3 clusters Score -4927250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4927361.000000 Penalty: 5165.360352
	Iteration 19Q: 3 clusters Score -4927361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4927435.000000 Penalty: 5165.360352
	Iteration 20F: 3 clusters Score -4927435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4927490.500000 Penalty: 5165.360352
	Iteration 21Q: 3 clusters Score -4927490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4927546.000000 Penalty: 5165.360352
	Iteration 22Q: 3 clusters Score -4927546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4927565.500000 Penalty: 5165.360352
	Iteration 23Q: 3 clusters Score -4927566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4927591.000000 Penalty: 5165.360352
	Iteration 24Q: 3 clusters Score -4927591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4927602.000000 Penalty: 5165.360352
	Iteration 25Q: 3 clusters Score -4927602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4927619.500000 Penalty: 5165.360352
	Iteration 26Q: 3 clusters Score -4927620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4927624.000000 Penalty: 5165.360352
	Iteration 27Q: 3 clusters Score -4927624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4927632.000000 Penalty: 5165.360352
	Iteration 28Q: 3 clusters Score -4927632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4927631.500000 Penalty: 5165.360352
	Iteration 29Q: 3 clusters Score -4927632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4927639.000000 Penalty: 5165.360352
	Iteration 30Q: 3 clusters Score -4927639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4927639.500000 Penalty: 5165.360352
	Iteration 31Q: 3 clusters Score -4927640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4927634.500000 Penalty: 5165.360352
	Iteration 32Q: 3 clusters Score -4927634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4927638.500000 Penalty: 5165.360352
	Iteration 33Q: 3 clusters Score -4927638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4927644.500000 Penalty: 5165.360352
	Iteration 34Q: 3 clusters Score -4927644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4927656.000000 Penalty: 5165.360352
	Iteration 35Q: 3 clusters Score -4927656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4927656.000000 Penalty: 5165.360352
	Iteration 36Q: 3 clusters Score -4927656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4927664.000000 Penalty: 5165.360352
	Iteration 37Q: 3 clusters Score -4927664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4927658.000000 Penalty: 5165.360352
	Iteration 38Q: 3 clusters Score -4927658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4927659.000000 Penalty: 5165.360352
	Iteration 39Q: 3 clusters Score -4927659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4927658.500000 Penalty: 5165.360352
	Iteration 40F: 3 clusters Score -4927658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Entering Unmasked Estep 
Score: -5344966.000000 Penalty: 2601.967041
	Iteration 0F: 2 clusters Score -5344966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5320428.500000 Penalty: 5203.934082
	Iteration 0F: 3 clusters Score -5320428 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5329301.000000 Penalty: 5203.934082
	Iteration 1F: 3 clusters Score -5329301 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5329822.500000 Penalty: 5203.934082
	Iteration 2Q: 3 clusters Score -5329822 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5330410.000000 Penalty: 5203.934082
	Iteration 3Q: 3 clusters Score -5330410 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5331171.500000 Penalty: 5203.934082
	Iteration 4Q: 3 clusters Score -5331172 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5332199.000000 Penalty: 5203.934082
	Iteration 5F: 3 clusters Score -5332199 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -5333757.000000 Penalty: 5203.934082
	Iteration 6F: 3 clusters Score -5333757 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -5335885.500000 Penalty: 5203.934082
	Iteration 7F: 3 clusters Score -5335886 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -5338326.500000 Penalty: 5203.934082
	Iteration 8F: 3 clusters Score -5338326 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5340397.000000 Penalty: 5203.934082
	Iteration 9F: 3 clusters Score -5340397 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5341598.000000 Penalty: 5203.934082
	Iteration 10Q: 3 clusters Score -5341598 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5342198.000000 Penalty: 5203.934082
	Iteration 11Q: 3 clusters Score -5342198 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -5342423.500000 Penalty: 5203.934082
	Iteration 12Q: 3 clusters Score -5342424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5342519.500000 Penalty: 5203.934082
	Iteration 13Q: 3 clusters Score -5342520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -5342586.500000 Penalty: 5203.934082
	Iteration 14Q: 3 clusters Score -5342586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5342620.000000 Penalty: 5203.934082
	Iteration 15Q: 3 clusters Score -5342620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5342644.500000 Penalty: 5203.934082
	Iteration 16Q: 3 clusters Score -5342644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5342675.000000 Penalty: 5203.934082
	Iteration 17Q: 3 clusters Score -5342675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5342683.000000 Penalty: 5203.934082
	Iteration 18Q: 3 clusters Score -5342683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -5342692.500000 Penalty: 5203.934082
	Iteration 19Q: 3 clusters Score -5342692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5342702.500000 Penalty: 5203.934082
	Iteration 20F: 3 clusters Score -5342702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5342719.500000 Penalty: 5203.934082
	Iteration 21Q: 3 clusters Score -5342720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5342721.500000 Penalty: 5203.934082
	Iteration 22Q: 3 clusters Score -5342722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5342722.500000 Penalty: 5203.934082
	Iteration 23Q: 3 clusters Score -5342722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5342722.500000 Penalty: 5203.934082
	Iteration 24F: 3 clusters Score -5342722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -83267.398438 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -83267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81697.562500 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -81697.56 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82041.617188 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -82041.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82326.296875 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -82326.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82643.484375 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -82643.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -83064.406250 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -83064.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -83317.726562 Penalty: 3314.325684
	Iteration 5F: 3 clusters Score -83317.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -83465.164062 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -83465.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -83579.500000 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -83579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83705.648438 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -83705.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83743.179688 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -83743.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -83763.125000 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -83763.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83788.593750 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -83788.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -83793.156250 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -83793.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -83793.156250 Penalty: 3314.325684
	Iteration 13F: 3 clusters Score -83793.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44719 members 
Mstep: Class 5 contains 124417 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 33324 members 
Mstep: Class 9 contains 36019 members 
Mstep: Class 10 contains 127 members 
Mstep: Class 11 contains 40006 members 
Mstep: Class 12 contains 32176 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 43674 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21363 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97748 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195003 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 671 members 
Entering Unmasked Estep 
Score: -128965608.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128966984.000000 to -128965608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Entering Unmasked Estep 
Score: -5537515.000000 Penalty: 2628.002686
	Iteration 0F: 2 clusters Score -5537515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5510369.500000 Penalty: 5256.005371
	Iteration 0F: 3 clusters Score -5510370 nChanged 18342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5520751.000000 Penalty: 5256.005371
	Iteration 1F: 3 clusters Score -5520751 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5521648.500000 Penalty: 5256.005371
	Iteration 2F: 3 clusters Score -5521648 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5522549.500000 Penalty: 5256.005371
	Iteration 3F: 3 clusters Score -5522550 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5523325.500000 Penalty: 5256.005371
	Iteration 4Q: 3 clusters Score -5523326 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5524053.500000 Penalty: 5256.005371
	Iteration 5Q: 3 clusters Score -5524054 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -5524702.000000 Penalty: 5256.005371
	Iteration 6Q: 3 clusters Score -5524702 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -5525395.000000 Penalty: 5256.005371
	Iteration 7Q: 3 clusters Score -5525395 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5526136.000000 Penalty: 5256.005371
	Iteration 8Q: 3 clusters Score -5526136 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5526973.500000 Penalty: 5256.005371
	Iteration 9Q: 3 clusters Score -5526974 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5527811.500000 Penalty: 5256.005371
	Iteration 10Q: 3 clusters Score -5527812 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5528597.500000 Penalty: 5256.005371
	Iteration 11Q: 3 clusters Score -5528598 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5529348.000000 Penalty: 5256.005371
	Iteration 12Q: 3 clusters Score -5529348 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5530093.500000 Penalty: 5256.005371
	Iteration 13Q: 3 clusters Score -5530094 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -5530825.000000 Penalty: 5256.005371
	Iteration 14Q: 3 clusters Score -5530825 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -5531508.000000 Penalty: 5256.005371
	Iteration 15Q: 3 clusters Score -5531508 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5532187.500000 Penalty: 5256.005371
	Iteration 16Q: 3 clusters Score -5532188 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5532912.500000 Penalty: 5256.005371
	Iteration 17Q: 3 clusters Score -5532912 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5533617.500000 Penalty: 5256.005371
	Iteration 18Q: 3 clusters Score -5533618 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5534190.000000 Penalty: 5256.005371
	Iteration 19Q: 3 clusters Score -5534190 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5534692.000000 Penalty: 5256.005371
	Iteration 20F: 3 clusters Score -5534692 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5535034.500000 Penalty: 5256.005371
	Iteration 21Q: 3 clusters Score -5535034 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5535348.000000 Penalty: 5256.005371
	Iteration 22Q: 3 clusters Score -5535348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5535553.500000 Penalty: 5256.005371
	Iteration 23Q: 3 clusters Score -5535554 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5535667.000000 Penalty: 5256.005371
	Iteration 24Q: 3 clusters Score -5535667 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5535746.500000 Penalty: 5256.005371
	Iteration 25Q: 3 clusters Score -5535746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5535806.000000 Penalty: 5256.005371
	Iteration 26Q: 3 clusters Score -5535806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5535845.500000 Penalty: 5256.005371
	Iteration 27Q: 3 clusters Score -5535846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5535876.500000 Penalty: 5256.005371
	Iteration 28Q: 3 clusters Score -5535876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5535892.500000 Penalty: 5256.005371
	Iteration 29Q: 3 clusters Score -5535892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5535909.500000 Penalty: 5256.005371
	Iteration 30Q: 3 clusters Score -5535910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5535923.500000 Penalty: 5256.005371
	Iteration 31Q: 3 clusters Score -5535924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5535936.500000 Penalty: 5256.005371
	Iteration 32Q: 3 clusters Score -5535936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5535942.500000 Penalty: 5256.005371
	Iteration 33Q: 3 clusters Score -5535942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5535938.000000 Penalty: 5256.005371
	Iteration 34Q: 3 clusters Score -5535938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5535941.500000 Penalty: 5256.005371
	Iteration 35Q: 3 clusters Score -5535942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5535948.000000 Penalty: 5256.005371
	Iteration 36Q: 3 clusters Score -5535948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5535944.500000 Penalty: 5256.005371
	Iteration 37Q: 3 clusters Score -5535944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5535944.500000 Penalty: 5256.005371
	Iteration 38F: 3 clusters Score -5535944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Entering Unmasked Estep 
Score: -4774429.500000 Penalty: 2573.986084
	Iteration 0F: 2 clusters Score -4774430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4752268.000000 Penalty: 5147.972168
	Iteration 0F: 3 clusters Score -4752268 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4760164.500000 Penalty: 5147.972168
	Iteration 1F: 3 clusters Score -4760164 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4760477.500000 Penalty: 5147.972168
	Iteration 2Q: 3 clusters Score -4760478 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4760764.500000 Penalty: 5147.972168
	Iteration 3Q: 3 clusters Score -4760764 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4761020.000000 Penalty: 5147.972168
	Iteration 4Q: 3 clusters Score -4761020 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4761248.500000 Penalty: 5147.972168
	Iteration 5Q: 3 clusters Score -4761248 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4761499.000000 Penalty: 5147.972168
	Iteration 6Q: 3 clusters Score -4761499 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4761665.500000 Penalty: 5147.972168
	Iteration 7Q: 3 clusters Score -4761666 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4761944.500000 Penalty: 5147.972168
	Iteration 8Q: 3 clusters Score -4761944 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4762193.000000 Penalty: 5147.972168
	Iteration 9Q: 3 clusters Score -4762193 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4762506.500000 Penalty: 5147.972168
	Iteration 10Q: 3 clusters Score -4762506 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4762876.500000 Penalty: 5147.972168
	Iteration 11Q: 3 clusters Score -4762876 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4763287.500000 Penalty: 5147.972168
	Iteration 12Q: 3 clusters Score -4763288 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4763923.500000 Penalty: 5147.972168
	Iteration 13Q: 3 clusters Score -4763924 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4764806.500000 Penalty: 5147.972168
	Iteration 14Q: 3 clusters Score -4764806 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4765864.500000 Penalty: 5147.972168
	Iteration 15Q: 3 clusters Score -4765864 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4767005.500000 Penalty: 5147.972168
	Iteration 16F: 3 clusters Score -4767006 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4767897.000000 Penalty: 5147.972168
	Iteration 17Q: 3 clusters Score -4767897 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4768526.000000 Penalty: 5147.972168
	Iteration 18Q: 3 clusters Score -4768526 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4768947.500000 Penalty: 5147.972168
	Iteration 19Q: 3 clusters Score -4768948 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4769238.500000 Penalty: 5147.972168
	Iteration 20F: 3 clusters Score -4769238 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4769478.500000 Penalty: 5147.972168
	Iteration 21Q: 3 clusters Score -4769478 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4769684.500000 Penalty: 5147.972168
	Iteration 22Q: 3 clusters Score -4769684 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4769926.500000 Penalty: 5147.972168
	Iteration 23Q: 3 clusters Score -4769926 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4770112.500000 Penalty: 5147.972168
	Iteration 24Q: 3 clusters Score -4770112 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4770312.500000 Penalty: 5147.972168
	Iteration 25Q: 3 clusters Score -4770312 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4770464.500000 Penalty: 5147.972168
	Iteration 26Q: 3 clusters Score -4770464 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4770595.000000 Penalty: 5147.972168
	Iteration 27Q: 3 clusters Score -4770595 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4770719.500000 Penalty: 5147.972168
	Iteration 28Q: 3 clusters Score -4770720 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4770832.500000 Penalty: 5147.972168
	Iteration 29Q: 3 clusters Score -4770832 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4770944.500000 Penalty: 5147.972168
	Iteration 30Q: 3 clusters Score -4770944 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4771053.000000 Penalty: 5147.972168
	Iteration 31Q: 3 clusters Score -4771053 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4771124.500000 Penalty: 5147.972168
	Iteration 32Q: 3 clusters Score -4771124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4771197.500000 Penalty: 5147.972168
	Iteration 33Q: 3 clusters Score -4771198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4771252.000000 Penalty: 5147.972168
	Iteration 34Q: 3 clusters Score -4771252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4771306.000000 Penalty: 5147.972168
	Iteration 35Q: 3 clusters Score -4771306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4771371.000000 Penalty: 5147.972168
	Iteration 36Q: 3 clusters Score -4771371 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4771433.000000 Penalty: 5147.972168
	Iteration 37Q: 3 clusters Score -4771433 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4771480.000000 Penalty: 5147.972168
	Iteration 38Q: 3 clusters Score -4771480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4771537.000000 Penalty: 5147.972168
	Iteration 39Q: 3 clusters Score -4771537 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4771591.500000 Penalty: 5147.972168
	Iteration 40F: 3 clusters Score -4771592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4771639.000000 Penalty: 5147.972168
	Iteration 41Q: 3 clusters Score -4771639 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4771716.500000 Penalty: 5147.972168
	Iteration 42Q: 3 clusters Score -4771716 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4771733.000000 Penalty: 5147.972168
	Iteration 43Q: 3 clusters Score -4771733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4771785.000000 Penalty: 5147.972168
	Iteration 44Q: 3 clusters Score -4771785 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4771821.500000 Penalty: 5147.972168
	Iteration 45Q: 3 clusters Score -4771822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4771851.000000 Penalty: 5147.972168
	Iteration 46Q: 3 clusters Score -4771851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4771862.000000 Penalty: 5147.972168
	Iteration 47Q: 3 clusters Score -4771862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4771882.500000 Penalty: 5147.972168
	Iteration 48Q: 3 clusters Score -4771882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4771910.000000 Penalty: 5147.972168
	Iteration 49Q: 3 clusters Score -4771910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4771912.500000 Penalty: 5147.972168
	Iteration 50Q: 3 clusters Score -4771912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4771921.000000 Penalty: 5147.972168
	Iteration 51Q: 3 clusters Score -4771921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4771934.500000 Penalty: 5147.972168
	Iteration 52Q: 3 clusters Score -4771934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4771946.000000 Penalty: 5147.972168
	Iteration 53Q: 3 clusters Score -4771946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4771956.000000 Penalty: 5147.972168
	Iteration 54Q: 3 clusters Score -4771956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4771961.500000 Penalty: 5147.972168
	Iteration 55Q: 3 clusters Score -4771962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4771964.000000 Penalty: 5147.972168
	Iteration 56Q: 3 clusters Score -4771964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4771966.000000 Penalty: 5147.972168
	Iteration 57Q: 3 clusters Score -4771966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4771982.000000 Penalty: 5147.972168
	Iteration 58Q: 3 clusters Score -4771982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4771987.500000 Penalty: 5147.972168
	Iteration 59Q: 3 clusters Score -4771988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4772003.000000 Penalty: 5147.972168
	Iteration 60F: 3 clusters Score -4772003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4772009.000000 Penalty: 5147.972168
	Iteration 61Q: 3 clusters Score -4772009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4772010.000000 Penalty: 5147.972168
	Iteration 62Q: 3 clusters Score -4772010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4772027.500000 Penalty: 5147.972168
	Iteration 63Q: 3 clusters Score -4772028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4772042.500000 Penalty: 5147.972168
	Iteration 64Q: 3 clusters Score -4772042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4772044.000000 Penalty: 5147.972168
	Iteration 65Q: 3 clusters Score -4772044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4772062.000000 Penalty: 5147.972168
	Iteration 66Q: 3 clusters Score -4772062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4772066.500000 Penalty: 5147.972168
	Iteration 67Q: 3 clusters Score -4772066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4772070.000000 Penalty: 5147.972168
	Iteration 68Q: 3 clusters Score -4772070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4772084.500000 Penalty: 5147.972168
	Iteration 69Q: 3 clusters Score -4772084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4772096.500000 Penalty: 5147.972168
	Iteration 70Q: 3 clusters Score -4772096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4772091.500000 Penalty: 5147.972168
	Iteration 71Q: 3 clusters Score -4772092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4772103.500000 Penalty: 5147.972168
	Iteration 72Q: 3 clusters Score -4772104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4772109.500000 Penalty: 5147.972168
	Iteration 73Q: 3 clusters Score -4772110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4772119.500000 Penalty: 5147.972168
	Iteration 74Q: 3 clusters Score -4772120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4772126.500000 Penalty: 5147.972168
	Iteration 75Q: 3 clusters Score -4772126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4772132.000000 Penalty: 5147.972168
	Iteration 76Q: 3 clusters Score -4772132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4772124.000000 Penalty: 5147.972168
	Iteration 77Q: 3 clusters Score -4772124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4772125.500000 Penalty: 5147.972168
	Iteration 78Q: 3 clusters Score -4772126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4772129.000000 Penalty: 5147.972168
	Iteration 79Q: 3 clusters Score -4772129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4772140.500000 Penalty: 5147.972168
	Iteration 80F: 3 clusters Score -4772140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4772139.500000 Penalty: 5147.972168
	Iteration 81Q: 3 clusters Score -4772140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4772139.000000 Penalty: 5147.972168
	Iteration 82Q: 3 clusters Score -4772139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4772146.500000 Penalty: 5147.972168
	Iteration 83Q: 3 clusters Score -4772146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4772145.000000 Penalty: 5147.972168
	Iteration 84Q: 3 clusters Score -4772145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4772151.500000 Penalty: 5147.972168
	Iteration 85Q: 3 clusters Score -4772152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4772145.500000 Penalty: 5147.972168
	Iteration 86Q: 3 clusters Score -4772146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4772138.000000 Penalty: 5147.972168
	Iteration 87Q: 3 clusters Score -4772138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4772147.000000 Penalty: 5147.972168
	Iteration 88Q: 3 clusters Score -4772147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4772145.500000 Penalty: 5147.972168
	Iteration 89Q: 3 clusters Score -4772146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4772149.000000 Penalty: 5147.972168
	Iteration 90Q: 3 clusters Score -4772149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4772151.000000 Penalty: 5147.972168
	Iteration 91Q: 3 clusters Score -4772151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4772152.000000 Penalty: 5147.972168
	Iteration 92Q: 3 clusters Score -4772152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4772158.500000 Penalty: 5147.972168
	Iteration 93Q: 3 clusters Score -4772158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4772160.500000 Penalty: 5147.972168
	Iteration 94Q: 3 clusters Score -4772160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4772167.000000 Penalty: 5147.972168
	Iteration 95Q: 3 clusters Score -4772167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4772164.500000 Penalty: 5147.972168
	Iteration 96Q: 3 clusters Score -4772164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4772163.500000 Penalty: 5147.972168
	Iteration 97Q: 3 clusters Score -4772164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4772166.000000 Penalty: 5147.972168
	Iteration 98Q: 3 clusters Score -4772166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4772166.500000 Penalty: 5147.972168
	Iteration 99Q: 3 clusters Score -4772166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4772165.000000 Penalty: 5147.972168
	Iteration 100F: 3 clusters Score -4772165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4772163.500000 Penalty: 5147.972168
	Iteration 101Q: 3 clusters Score -4772164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4772164.000000 Penalty: 5147.972168
	Iteration 102Q: 3 clusters Score -4772164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4772168.000000 Penalty: 5147.972168
	Iteration 103Q: 3 clusters Score -4772168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4772164.500000 Penalty: 5147.972168
	Iteration 104Q: 3 clusters Score -4772164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4772165.000000 Penalty: 5147.972168
	Iteration 105Q: 3 clusters Score -4772165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4772171.000000 Penalty: 5147.972168
	Iteration 106Q: 3 clusters Score -4772171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4772171.000000 Penalty: 5147.972168
	Iteration 107F: 3 clusters Score -4772171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -244030.218750 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -244030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -241498.781250 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -241498.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242029.312500 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -242029.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -242183.109375 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -242183.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242287.078125 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -242287.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242374.859375 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -242374.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242438.343750 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -242438.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242480.859375 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -242480.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242521.796875 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -242521.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242553.843750 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -242553.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242578.578125 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -242578.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242598.765625 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -242598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242627.093750 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -242627.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -242660.359375 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -242660.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242685.093750 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -242685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -242717.812500 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -242717.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242760.359375 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -242760.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242804.171875 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -242804.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242839.203125 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -242839.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242871.953125 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -242872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242902.734375 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -242902.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242924.203125 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -242924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242937.421875 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -242937.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -242947.062500 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -242947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242948.375000 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -242948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242950.734375 Penalty: 3751.604980
	Iteration 24Q: 3 clusters Score -242950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -242952.390625 Penalty: 3751.604980
	Iteration 25Q: 3 clusters Score -242952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242952.984375 Penalty: 3751.604980
	Iteration 26Q: 3 clusters Score -242953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242954.953125 Penalty: 3751.604980
	Iteration 27Q: 3 clusters Score -242955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242957.656250 Penalty: 3751.604980
	Iteration 28Q: 3 clusters Score -242957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242959.515625 Penalty: 3751.604980
	Iteration 29Q: 3 clusters Score -242959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242963.140625 Penalty: 3751.604980
	Iteration 30Q: 3 clusters Score -242963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242964.562500 Penalty: 3751.604980
	Iteration 31Q: 3 clusters Score -242964.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242967.015625 Penalty: 3751.604980
	Iteration 32Q: 3 clusters Score -242967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242969.468750 Penalty: 3751.604980
	Iteration 33Q: 3 clusters Score -242969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242970.421875 Penalty: 3751.604980
	Iteration 34Q: 3 clusters Score -242970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242970.421875 Penalty: 3751.604980
	Iteration 35F: 3 clusters Score -242970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -122375.179688 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -122375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120539.453125 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -120539.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120961.179688 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -120961.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121197.734375 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -121197.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -121424.640625 Penalty: 3381.644043
	Iteration 3F: 3 clusters Score -121424.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121626.015625 Penalty: 3381.644043
	Iteration 4F: 3 clusters Score -121626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121750.984375 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -121751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121807.117188 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -121807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121827.304688 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -121827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121835.601562 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -121835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121836.640625 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -121836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121836.640625 Penalty: 3381.644043
	Iteration 10F: 3 clusters Score -121836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Entering Unmasked Estep 
Score: -1532012.125000 Penalty: 2329.834229
	Iteration 0F: 2 clusters Score -1532012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1523047.250000 Penalty: 4659.668457
	Iteration 0F: 3 clusters Score -1523047 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1525908.875000 Penalty: 4659.668457
	Iteration 1F: 3 clusters Score -1525909 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1526402.750000 Penalty: 4659.668457
	Iteration 2F: 3 clusters Score -1526403 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1526935.750000 Penalty: 4659.668457
	Iteration 3F: 3 clusters Score -1526936 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1527468.500000 Penalty: 4659.668457
	Iteration 4F: 3 clusters Score -1527468 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1527996.750000 Penalty: 4659.668457
	Iteration 5F: 3 clusters Score -1527997 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1528490.875000 Penalty: 4659.668457
	Iteration 6F: 3 clusters Score -1528491 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1528954.000000 Penalty: 4659.668457
	Iteration 7F: 3 clusters Score -1528954 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1529349.750000 Penalty: 4659.668457
	Iteration 8Q: 3 clusters Score -1529350 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1529675.250000 Penalty: 4659.668457
	Iteration 9Q: 3 clusters Score -1529675 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1529947.250000 Penalty: 4659.668457
	Iteration 10Q: 3 clusters Score -1529947 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1530142.625000 Penalty: 4659.668457
	Iteration 11Q: 3 clusters Score -1530143 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1530260.875000 Penalty: 4659.668457
	Iteration 12Q: 3 clusters Score -1530261 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1530325.625000 Penalty: 4659.668457
	Iteration 13Q: 3 clusters Score -1530326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1530360.500000 Penalty: 4659.668457
	Iteration 14Q: 3 clusters Score -1530360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1530395.125000 Penalty: 4659.668457
	Iteration 15Q: 3 clusters Score -1530395 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1530422.375000 Penalty: 4659.668457
	Iteration 16Q: 3 clusters Score -1530422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1530444.750000 Penalty: 4659.668457
	Iteration 17Q: 3 clusters Score -1530445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1530461.125000 Penalty: 4659.668457
	Iteration 18Q: 3 clusters Score -1530461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1530474.625000 Penalty: 4659.668457
	Iteration 19Q: 3 clusters Score -1530475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1530490.750000 Penalty: 4659.668457
	Iteration 20F: 3 clusters Score -1530491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1530497.875000 Penalty: 4659.668457
	Iteration 21Q: 3 clusters Score -1530498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1530506.375000 Penalty: 4659.668457
	Iteration 22Q: 3 clusters Score -1530506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1530512.375000 Penalty: 4659.668457
	Iteration 23Q: 3 clusters Score -1530512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1530524.625000 Penalty: 4659.668457
	Iteration 24Q: 3 clusters Score -1530525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1530528.375000 Penalty: 4659.668457
	Iteration 25Q: 3 clusters Score -1530528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1530530.375000 Penalty: 4659.668457
	Iteration 26Q: 3 clusters Score -1530530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1530534.250000 Penalty: 4659.668457
	Iteration 27Q: 3 clusters Score -1530534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1530542.250000 Penalty: 4659.668457
	Iteration 28Q: 3 clusters Score -1530542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1530549.375000 Penalty: 4659.668457
	Iteration 29Q: 3 clusters Score -1530549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1530550.125000 Penalty: 4659.668457
	Iteration 30Q: 3 clusters Score -1530550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1530549.500000 Penalty: 4659.668457
	Iteration 31Q: 3 clusters Score -1530550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1530551.250000 Penalty: 4659.668457
	Iteration 32Q: 3 clusters Score -1530551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1530549.625000 Penalty: 4659.668457
	Iteration 33Q: 3 clusters Score -1530550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1530550.500000 Penalty: 4659.668457
	Iteration 34Q: 3 clusters Score -1530550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1530553.500000 Penalty: 4659.668457
	Iteration 35Q: 3 clusters Score -1530554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1530551.250000 Penalty: 4659.668457
	Iteration 36Q: 3 clusters Score -1530551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1530550.375000 Penalty: 4659.668457
	Iteration 37Q: 3 clusters Score -1530550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1530552.250000 Penalty: 4659.668457
	Iteration 38Q: 3 clusters Score -1530552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1530552.125000 Penalty: 4659.668457
	Iteration 39Q: 3 clusters Score -1530552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1530552.875000 Penalty: 4659.668457
	Iteration 40F: 3 clusters Score -1530553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1530553.500000 Penalty: 4659.668457
	Iteration 41Q: 3 clusters Score -1530554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1530553.250000 Penalty: 4659.668457
	Iteration 42Q: 3 clusters Score -1530553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1530552.750000 Penalty: 4659.668457
	Iteration 43Q: 3 clusters Score -1530553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1530552.750000 Penalty: 4659.668457
	Iteration 44F: 3 clusters Score -1530553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -436863.375000 Penalty: 1987.062866
	Iteration 0F: 2 clusters Score -436863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -433607.406250 Penalty: 3974.125732
	Iteration 0F: 3 clusters Score -433607.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -434258.875000 Penalty: 3974.125732
	Iteration 1F: 3 clusters Score -434258.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -434414.625000 Penalty: 3974.125732
	Iteration 2F: 3 clusters Score -434414.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -434499.843750 Penalty: 3974.125732
	Iteration 3Q: 3 clusters Score -434499.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -434563.218750 Penalty: 3974.125732
	Iteration 4Q: 3 clusters Score -434563.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -434605.781250 Penalty: 3974.125732
	Iteration 5Q: 3 clusters Score -434605.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -434636.812500 Penalty: 3974.125732
	Iteration 6Q: 3 clusters Score -434636.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -434666.875000 Penalty: 3974.125732
	Iteration 7Q: 3 clusters Score -434666.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -434692.968750 Penalty: 3974.125732
	Iteration 8Q: 3 clusters Score -434693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -434717.000000 Penalty: 3974.125732
	Iteration 9Q: 3 clusters Score -434717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -434741.281250 Penalty: 3974.125732
	Iteration 10Q: 3 clusters Score -434741.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -434765.125000 Penalty: 3974.125732
	Iteration 11Q: 3 clusters Score -434765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -434787.937500 Penalty: 3974.125732
	Iteration 12Q: 3 clusters Score -434787.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -434813.718750 Penalty: 3974.125732
	Iteration 13Q: 3 clusters Score -434813.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -434854.437500 Penalty: 3974.125732
	Iteration 14Q: 3 clusters Score -434854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -434895.875000 Penalty: 3974.125732
	Iteration 15Q: 3 clusters Score -434895.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -434937.968750 Penalty: 3974.125732
	Iteration 16Q: 3 clusters Score -434938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -434976.875000 Penalty: 3974.125732
	Iteration 17Q: 3 clusters Score -434976.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -435009.625000 Penalty: 3974.125732
	Iteration 18Q: 3 clusters Score -435009.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -435055.156250 Penalty: 3974.125732
	Iteration 19Q: 3 clusters Score -435055.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -435097.093750 Penalty: 3974.125732
	Iteration 20F: 3 clusters Score -435097.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -435131.687500 Penalty: 3974.125732
	Iteration 21Q: 3 clusters Score -435131.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -435172.593750 Penalty: 3974.125732
	Iteration 22Q: 3 clusters Score -435172.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -435210.687500 Penalty: 3974.125732
	Iteration 23Q: 3 clusters Score -435210.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -435250.593750 Penalty: 3974.125732
	Iteration 24Q: 3 clusters Score -435250.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -435265.375000 Penalty: 3974.125732
	Iteration 25Q: 3 clusters Score -435265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -435284.250000 Penalty: 3974.125732
	Iteration 26Q: 3 clusters Score -435284.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -435298.218750 Penalty: 3974.125732
	Iteration 27Q: 3 clusters Score -435298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -435306.625000 Penalty: 3974.125732
	Iteration 28Q: 3 clusters Score -435306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435316.437500 Penalty: 3974.125732
	Iteration 29Q: 3 clusters Score -435316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -435329.593750 Penalty: 3974.125732
	Iteration 30Q: 3 clusters Score -435329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -435355.937500 Penalty: 3974.125732
	Iteration 31Q: 3 clusters Score -435355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -435380.031250 Penalty: 3974.125732
	Iteration 32Q: 3 clusters Score -435380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -435392.562500 Penalty: 3974.125732
	Iteration 33Q: 3 clusters Score -435392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -435424.593750 Penalty: 3974.125732
	Iteration 34Q: 3 clusters Score -435424.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -435446.093750 Penalty: 3974.125732
	Iteration 35Q: 3 clusters Score -435446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -435460.531250 Penalty: 3974.125732
	Iteration 36Q: 3 clusters Score -435460.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -435482.968750 Penalty: 3974.125732
	Iteration 37Q: 3 clusters Score -435483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -435500.031250 Penalty: 3974.125732
	Iteration 38Q: 3 clusters Score -435500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -435525.937500 Penalty: 3974.125732
	Iteration 39Q: 3 clusters Score -435525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -435540.375000 Penalty: 3974.125732
	Iteration 40F: 3 clusters Score -435540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -435555.406250 Penalty: 3974.125732
	Iteration 41Q: 3 clusters Score -435555.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -435586.281250 Penalty: 3974.125732
	Iteration 42Q: 3 clusters Score -435586.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -435629.968750 Penalty: 3974.125732
	Iteration 43Q: 3 clusters Score -435630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -435672.281250 Penalty: 3974.125732
	Iteration 44Q: 3 clusters Score -435672.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -435717.875000 Penalty: 3974.125732
	Iteration 45Q: 3 clusters Score -435717.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -435750.531250 Penalty: 3974.125732
	Iteration 46Q: 3 clusters Score -435750.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -435792.312500 Penalty: 3974.125732
	Iteration 47Q: 3 clusters Score -435792.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -435838.343750 Penalty: 3974.125732
	Iteration 48Q: 3 clusters Score -435838.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435867.562500 Penalty: 3974.125732
	Iteration 49Q: 3 clusters Score -435867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -435913.375000 Penalty: 3974.125732
	Iteration 50Q: 3 clusters Score -435913.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -435971.875000 Penalty: 3974.125732
	Iteration 51Q: 3 clusters Score -435971.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -436017.500000 Penalty: 3974.125732
	Iteration 52Q: 3 clusters Score -436017.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -436035.343750 Penalty: 3974.125732
	Iteration 53Q: 3 clusters Score -436035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -436042.343750 Penalty: 3974.125732
	Iteration 54Q: 3 clusters Score -436042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -436046.156250 Penalty: 3974.125732
	Iteration 55Q: 3 clusters Score -436046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -436047.750000 Penalty: 3974.125732
	Iteration 56Q: 3 clusters Score -436047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -436051.656250 Penalty: 3974.125732
	Iteration 57Q: 3 clusters Score -436051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -436052.281250 Penalty: 3974.125732
	Iteration 58Q: 3 clusters Score -436052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -436054.031250 Penalty: 3974.125732
	Iteration 59F: 3 clusters Score -436054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -436058.406250 Penalty: 3974.125732
	Iteration 60F: 3 clusters Score -436058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -436061.312500 Penalty: 3974.125732
	Iteration 61Q: 3 clusters Score -436061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436063.000000 Penalty: 3974.125732
	Iteration 62Q: 3 clusters Score -436063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436063.000000 Penalty: 3974.125732
	Iteration 63F: 3 clusters Score -436063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Entering Unmasked Estep 
Score: -4130641.000000 Penalty: 2543.411621
	Iteration 0F: 2 clusters Score -4130641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4110901.250000 Penalty: 5086.823242
	Iteration 0F: 3 clusters Score -4110901 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4117830.750000 Penalty: 5086.823242
	Iteration 1F: 3 clusters Score -4117831 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4118316.250000 Penalty: 5086.823242
	Iteration 2F: 3 clusters Score -4118316 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4118829.750000 Penalty: 5086.823242
	Iteration 3Q: 3 clusters Score -4118830 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4119388.500000 Penalty: 5086.823242
	Iteration 4Q: 3 clusters Score -4119388 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4120158.250000 Penalty: 5086.823242
	Iteration 5F: 3 clusters Score -4120158 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -4121274.750000 Penalty: 5086.823242
	Iteration 6F: 3 clusters Score -4121275 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4122670.750000 Penalty: 5086.823242
	Iteration 7F: 3 clusters Score -4122671 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4124064.750000 Penalty: 5086.823242
	Iteration 8F: 3 clusters Score -4124065 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4125335.750000 Penalty: 5086.823242
	Iteration 9F: 3 clusters Score -4125336 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4126421.750000 Penalty: 5086.823242
	Iteration 10Q: 3 clusters Score -4126422 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4127261.250000 Penalty: 5086.823242
	Iteration 11Q: 3 clusters Score -4127261 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4127762.250000 Penalty: 5086.823242
	Iteration 12Q: 3 clusters Score -4127762 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4128029.000000 Penalty: 5086.823242
	Iteration 13Q: 3 clusters Score -4128029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4128164.250000 Penalty: 5086.823242
	Iteration 14Q: 3 clusters Score -4128164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4128230.000000 Penalty: 5086.823242
	Iteration 15Q: 3 clusters Score -4128230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4128286.750000 Penalty: 5086.823242
	Iteration 16Q: 3 clusters Score -4128287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4128326.000000 Penalty: 5086.823242
	Iteration 17Q: 3 clusters Score -4128326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4128363.000000 Penalty: 5086.823242
	Iteration 18Q: 3 clusters Score -4128363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4128382.500000 Penalty: 5086.823242
	Iteration 19Q: 3 clusters Score -4128382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4128394.250000 Penalty: 5086.823242
	Iteration 20F: 3 clusters Score -4128394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4128406.750000 Penalty: 5086.823242
	Iteration 21Q: 3 clusters Score -4128407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4128417.500000 Penalty: 5086.823242
	Iteration 22Q: 3 clusters Score -4128418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4128421.250000 Penalty: 5086.823242
	Iteration 23Q: 3 clusters Score -4128421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4128435.250000 Penalty: 5086.823242
	Iteration 24Q: 3 clusters Score -4128435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4128439.000000 Penalty: 5086.823242
	Iteration 25Q: 3 clusters Score -4128439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4128444.250000 Penalty: 5086.823242
	Iteration 26Q: 3 clusters Score -4128444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4128451.750000 Penalty: 5086.823242
	Iteration 27Q: 3 clusters Score -4128452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4128455.000000 Penalty: 5086.823242
	Iteration 28Q: 3 clusters Score -4128455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4128460.000000 Penalty: 5086.823242
	Iteration 29Q: 3 clusters Score -4128460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4128460.000000 Penalty: 5086.823242
	Iteration 30F: 3 clusters Score -4128460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Entering Unmasked Estep 
Score: -6144146.500000 Penalty: 2649.758057
	Iteration 0F: 2 clusters Score -6144146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6114576.000000 Penalty: 5299.516113
	Iteration 0F: 3 clusters Score -6114576 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6125801.500000 Penalty: 5299.516113
	Iteration 1F: 3 clusters Score -6125802 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -6126659.000000 Penalty: 5299.516113
	Iteration 2Q: 3 clusters Score -6126659 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6127711.000000 Penalty: 5299.516113
	Iteration 3Q: 3 clusters Score -6127711 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -6129114.500000 Penalty: 5299.516113
	Iteration 4F: 3 clusters Score -6129114 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -6130965.000000 Penalty: 5299.516113
	Iteration 5F: 3 clusters Score -6130965 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -6132954.500000 Penalty: 5299.516113
	Iteration 6F: 3 clusters Score -6132954 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6134612.000000 Penalty: 5299.516113
	Iteration 7F: 3 clusters Score -6134612 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -6135683.000000 Penalty: 5299.516113
	Iteration 8F: 3 clusters Score -6135683 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6136358.500000 Penalty: 5299.516113
	Iteration 9Q: 3 clusters Score -6136358 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6136813.500000 Penalty: 5299.516113
	Iteration 10Q: 3 clusters Score -6136814 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6137037.000000 Penalty: 5299.516113
	Iteration 11Q: 3 clusters Score -6137037 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6137242.000000 Penalty: 5299.516113
	Iteration 12Q: 3 clusters Score -6137242 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6137346.000000 Penalty: 5299.516113
	Iteration 13Q: 3 clusters Score -6137346 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6137434.000000 Penalty: 5299.516113
	Iteration 14Q: 3 clusters Score -6137434 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -6137538.500000 Penalty: 5299.516113
	Iteration 15Q: 3 clusters Score -6137538 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -6137644.000000 Penalty: 5299.516113
	Iteration 16Q: 3 clusters Score -6137644 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -6137758.000000 Penalty: 5299.516113
	Iteration 17Q: 3 clusters Score -6137758 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -6137835.500000 Penalty: 5299.516113
	Iteration 18Q: 3 clusters Score -6137836 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -6137924.000000 Penalty: 5299.516113
	Iteration 19Q: 3 clusters Score -6137924 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -6138071.000000 Penalty: 5299.516113
	Iteration 20F: 3 clusters Score -6138071 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6138219.000000 Penalty: 5299.516113
	Iteration 21Q: 3 clusters Score -6138219 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -6138381.500000 Penalty: 5299.516113
	Iteration 22Q: 3 clusters Score -6138382 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -6138542.000000 Penalty: 5299.516113
	Iteration 23Q: 3 clusters Score -6138542 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -6138723.000000 Penalty: 5299.516113
	Iteration 24Q: 3 clusters Score -6138723 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -6138983.000000 Penalty: 5299.516113
	Iteration 25Q: 3 clusters Score -6138983 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -6139256.000000 Penalty: 5299.516113
	Iteration 26Q: 3 clusters Score -6139256 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6139555.000000 Penalty: 5299.516113
	Iteration 27Q: 3 clusters Score -6139555 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -6139850.500000 Penalty: 5299.516113
	Iteration 28Q: 3 clusters Score -6139850 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -6140091.000000 Penalty: 5299.516113
	Iteration 29Q: 3 clusters Score -6140091 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -6140287.500000 Penalty: 5299.516113
	Iteration 30Q: 3 clusters Score -6140288 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6140515.500000 Penalty: 5299.516113
	Iteration 31Q: 3 clusters Score -6140516 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -6140710.500000 Penalty: 5299.516113
	Iteration 32Q: 3 clusters Score -6140710 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6140906.000000 Penalty: 5299.516113
	Iteration 33Q: 3 clusters Score -6140906 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6141041.500000 Penalty: 5299.516113
	Iteration 34Q: 3 clusters Score -6141042 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -6141227.000000 Penalty: 5299.516113
	Iteration 35Q: 3 clusters Score -6141227 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6141370.500000 Penalty: 5299.516113
	Iteration 36Q: 3 clusters Score -6141370 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6141462.000000 Penalty: 5299.516113
	Iteration 37Q: 3 clusters Score -6141462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6141595.000000 Penalty: 5299.516113
	Iteration 38Q: 3 clusters Score -6141595 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6141690.500000 Penalty: 5299.516113
	Iteration 39Q: 3 clusters Score -6141690 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6141777.500000 Penalty: 5299.516113
	Iteration 40F: 3 clusters Score -6141778 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6141829.500000 Penalty: 5299.516113
	Iteration 41Q: 3 clusters Score -6141830 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6141889.500000 Penalty: 5299.516113
	Iteration 42Q: 3 clusters Score -6141890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6141936.000000 Penalty: 5299.516113
	Iteration 43Q: 3 clusters Score -6141936 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6141972.500000 Penalty: 5299.516113
	Iteration 44Q: 3 clusters Score -6141972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6142014.000000 Penalty: 5299.516113
	Iteration 45Q: 3 clusters Score -6142014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6142032.500000 Penalty: 5299.516113
	Iteration 46Q: 3 clusters Score -6142032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6142034.500000 Penalty: 5299.516113
	Iteration 47Q: 3 clusters Score -6142034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6142073.000000 Penalty: 5299.516113
	Iteration 48Q: 3 clusters Score -6142073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6142084.000000 Penalty: 5299.516113
	Iteration 49Q: 3 clusters Score -6142084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6142102.500000 Penalty: 5299.516113
	Iteration 50Q: 3 clusters Score -6142102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6142122.500000 Penalty: 5299.516113
	Iteration 51Q: 3 clusters Score -6142122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6142134.500000 Penalty: 5299.516113
	Iteration 52Q: 3 clusters Score -6142134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6142141.000000 Penalty: 5299.516113
	Iteration 53Q: 3 clusters Score -6142141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6142158.000000 Penalty: 5299.516113
	Iteration 54Q: 3 clusters Score -6142158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6142161.500000 Penalty: 5299.516113
	Iteration 55Q: 3 clusters Score -6142162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6142181.500000 Penalty: 5299.516113
	Iteration 56Q: 3 clusters Score -6142182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6142200.000000 Penalty: 5299.516113
	Iteration 57Q: 3 clusters Score -6142200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6142203.500000 Penalty: 5299.516113
	Iteration 58Q: 3 clusters Score -6142204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6142223.500000 Penalty: 5299.516113
	Iteration 59Q: 3 clusters Score -6142224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6142223.000000 Penalty: 5299.516113
	Iteration 60F: 3 clusters Score -6142223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6142237.500000 Penalty: 5299.516113
	Iteration 61Q: 3 clusters Score -6142238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6142245.000000 Penalty: 5299.516113
	Iteration 62Q: 3 clusters Score -6142245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6142256.000000 Penalty: 5299.516113
	Iteration 63Q: 3 clusters Score -6142256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6142256.000000 Penalty: 5299.516113
	Iteration 64Q: 3 clusters Score -6142256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6142261.500000 Penalty: 5299.516113
	Iteration 65Q: 3 clusters Score -6142262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6142266.000000 Penalty: 5299.516113
	Iteration 66Q: 3 clusters Score -6142266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6142275.500000 Penalty: 5299.516113
	Iteration 67Q: 3 clusters Score -6142276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6142268.000000 Penalty: 5299.516113
	Iteration 68Q: 3 clusters Score -6142268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6142283.000000 Penalty: 5299.516113
	Iteration 69Q: 3 clusters Score -6142283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6142283.000000 Penalty: 5299.516113
	Iteration 70Q: 3 clusters Score -6142283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5299.516113
	Iteration 71Q: 3 clusters Score -6142285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6142280.500000 Penalty: 5299.516113
	Iteration 72Q: 3 clusters Score -6142280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6142283.500000 Penalty: 5299.516113
	Iteration 73Q: 3 clusters Score -6142284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6142279.500000 Penalty: 5299.516113
	Iteration 74Q: 3 clusters Score -6142280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6142287.000000 Penalty: 5299.516113
	Iteration 75Q: 3 clusters Score -6142287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5299.516113
	Iteration 76Q: 3 clusters Score -6142285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5299.516113
	Iteration 77Q: 3 clusters Score -6142285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6142284.000000 Penalty: 5299.516113
	Iteration 78Q: 3 clusters Score -6142284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5299.516113
	Iteration 79Q: 3 clusters Score -6142285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6142284.500000 Penalty: 5299.516113
	Iteration 80F: 3 clusters Score -6142284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6142284.000000 Penalty: 5299.516113
	Iteration 81Q: 3 clusters Score -6142284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6142284.000000 Penalty: 5299.516113
	Iteration 82F: 3 clusters Score -6142284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Entering Unmasked Estep 
Score: -1496141.500000 Penalty: 2297.513184
	Iteration 0F: 2 clusters Score -1496142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1488212.750000 Penalty: 4595.026367
	Iteration 0F: 3 clusters Score -1488213 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1490484.125000 Penalty: 4595.026367
	Iteration 1F: 3 clusters Score -1490484 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1490790.375000 Penalty: 4595.026367
	Iteration 2F: 3 clusters Score -1490790 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1491043.625000 Penalty: 4595.026367
	Iteration 3F: 3 clusters Score -1491044 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1491256.000000 Penalty: 4595.026367
	Iteration 4Q: 3 clusters Score -1491256 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1491466.750000 Penalty: 4595.026367
	Iteration 5Q: 3 clusters Score -1491467 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1491686.000000 Penalty: 4595.026367
	Iteration 6Q: 3 clusters Score -1491686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1491888.625000 Penalty: 4595.026367
	Iteration 7Q: 3 clusters Score -1491889 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1492085.125000 Penalty: 4595.026367
	Iteration 8Q: 3 clusters Score -1492085 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1492300.375000 Penalty: 4595.026367
	Iteration 9Q: 3 clusters Score -1492300 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1492589.125000 Penalty: 4595.026367
	Iteration 10Q: 3 clusters Score -1492589 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1492879.625000 Penalty: 4595.026367
	Iteration 11Q: 3 clusters Score -1492880 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1493130.250000 Penalty: 4595.026367
	Iteration 12Q: 3 clusters Score -1493130 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1493393.875000 Penalty: 4595.026367
	Iteration 13Q: 3 clusters Score -1493394 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1493637.750000 Penalty: 4595.026367
	Iteration 14Q: 3 clusters Score -1493638 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1493818.375000 Penalty: 4595.026367
	Iteration 15Q: 3 clusters Score -1493818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1493954.375000 Penalty: 4595.026367
	Iteration 16Q: 3 clusters Score -1493954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1494037.625000 Penalty: 4595.026367
	Iteration 17Q: 3 clusters Score -1494038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1494096.125000 Penalty: 4595.026367
	Iteration 18Q: 3 clusters Score -1494096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1494133.875000 Penalty: 4595.026367
	Iteration 19Q: 3 clusters Score -1494134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1494152.875000 Penalty: 4595.026367
	Iteration 20F: 3 clusters Score -1494153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1494162.750000 Penalty: 4595.026367
	Iteration 21Q: 3 clusters Score -1494163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1494172.375000 Penalty: 4595.026367
	Iteration 22Q: 3 clusters Score -1494172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1494178.750000 Penalty: 4595.026367
	Iteration 23Q: 3 clusters Score -1494179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1494184.250000 Penalty: 4595.026367
	Iteration 24Q: 3 clusters Score -1494184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1494186.875000 Penalty: 4595.026367
	Iteration 25Q: 3 clusters Score -1494187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1494190.750000 Penalty: 4595.026367
	Iteration 26Q: 3 clusters Score -1494191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1494192.250000 Penalty: 4595.026367
	Iteration 27Q: 3 clusters Score -1494192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1494192.750000 Penalty: 4595.026367
	Iteration 28Q: 3 clusters Score -1494193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1494194.375000 Penalty: 4595.026367
	Iteration 29Q: 3 clusters Score -1494194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1494194.125000 Penalty: 4595.026367
	Iteration 30Q: 3 clusters Score -1494194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1494195.375000 Penalty: 4595.026367
	Iteration 31Q: 3 clusters Score -1494195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1494199.750000 Penalty: 4595.026367
	Iteration 32Q: 3 clusters Score -1494200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1494202.750000 Penalty: 4595.026367
	Iteration 33Q: 3 clusters Score -1494203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1494205.000000 Penalty: 4595.026367
	Iteration 34Q: 3 clusters Score -1494205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1494207.000000 Penalty: 4595.026367
	Iteration 35Q: 3 clusters Score -1494207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1494207.000000 Penalty: 4595.026367
	Iteration 36F: 3 clusters Score -1494207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Entering Unmasked Estep 
Score: -5530917.500000 Penalty: 2618.879150
	Iteration 0F: 2 clusters Score -5530918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5504876.500000 Penalty: 5237.758301
	Iteration 0F: 3 clusters Score -5504876 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5514489.500000 Penalty: 5237.758301
	Iteration 1F: 3 clusters Score -5514490 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5515004.500000 Penalty: 5237.758301
	Iteration 2Q: 3 clusters Score -5515004 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5515457.000000 Penalty: 5237.758301
	Iteration 3Q: 3 clusters Score -5515457 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5515907.500000 Penalty: 5237.758301
	Iteration 4Q: 3 clusters Score -5515908 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5516414.000000 Penalty: 5237.758301
	Iteration 5Q: 3 clusters Score -5516414 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5517036.000000 Penalty: 5237.758301
	Iteration 6Q: 3 clusters Score -5517036 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5517859.000000 Penalty: 5237.758301
	Iteration 7Q: 3 clusters Score -5517859 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5518983.000000 Penalty: 5237.758301
	Iteration 8Q: 3 clusters Score -5518983 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5520410.500000 Penalty: 5237.758301
	Iteration 9F: 3 clusters Score -5520410 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5522061.500000 Penalty: 5237.758301
	Iteration 10F: 3 clusters Score -5522062 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5523993.000000 Penalty: 5237.758301
	Iteration 11F: 3 clusters Score -5523993 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5525623.500000 Penalty: 5237.758301
	Iteration 12Q: 3 clusters Score -5525624 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5526856.000000 Penalty: 5237.758301
	Iteration 13Q: 3 clusters Score -5526856 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5527608.000000 Penalty: 5237.758301
	Iteration 14Q: 3 clusters Score -5527608 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -5527953.500000 Penalty: 5237.758301
	Iteration 15Q: 3 clusters Score -5527954 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5528183.500000 Penalty: 5237.758301
	Iteration 16Q: 3 clusters Score -5528184 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -5528348.000000 Penalty: 5237.758301
	Iteration 17Q: 3 clusters Score -5528348 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -5528492.500000 Penalty: 5237.758301
	Iteration 18Q: 3 clusters Score -5528492 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5528625.500000 Penalty: 5237.758301
	Iteration 19Q: 3 clusters Score -5528626 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -5528721.000000 Penalty: 5237.758301
	Iteration 20F: 3 clusters Score -5528721 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5528824.000000 Penalty: 5237.758301
	Iteration 21Q: 3 clusters Score -5528824 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -5528956.500000 Penalty: 5237.758301
	Iteration 22Q: 3 clusters Score -5528956 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5529051.000000 Penalty: 5237.758301
	Iteration 23Q: 3 clusters Score -5529051 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -5529127.500000 Penalty: 5237.758301
	Iteration 24Q: 3 clusters Score -5529128 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5529222.000000 Penalty: 5237.758301
	Iteration 25Q: 3 clusters Score -5529222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5529268.500000 Penalty: 5237.758301
	Iteration 26Q: 3 clusters Score -5529268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5529328.000000 Penalty: 5237.758301
	Iteration 27Q: 3 clusters Score -5529328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -5529361.500000 Penalty: 5237.758301
	Iteration 28Q: 3 clusters Score -5529362 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5529407.500000 Penalty: 5237.758301
	Iteration 29Q: 3 clusters Score -5529408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5529448.500000 Penalty: 5237.758301
	Iteration 30Q: 3 clusters Score -5529448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5529469.500000 Penalty: 5237.758301
	Iteration 31Q: 3 clusters Score -5529470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5529478.500000 Penalty: 5237.758301
	Iteration 32Q: 3 clusters Score -5529478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5529498.000000 Penalty: 5237.758301
	Iteration 33Q: 3 clusters Score -5529498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5529508.000000 Penalty: 5237.758301
	Iteration 34Q: 3 clusters Score -5529508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -5529517.500000 Penalty: 5237.758301
	Iteration 35Q: 3 clusters Score -5529518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5529530.500000 Penalty: 5237.758301
	Iteration 36Q: 3 clusters Score -5529530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5529547.500000 Penalty: 5237.758301
	Iteration 37Q: 3 clusters Score -5529548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5529549.000000 Penalty: 5237.758301
	Iteration 38Q: 3 clusters Score -5529549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5529545.000000 Penalty: 5237.758301
	Iteration 39Q: 3 clusters Score -5529545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5529541.000000 Penalty: 5237.758301
	Iteration 40F: 3 clusters Score -5529541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -5529545.500000 Penalty: 5237.758301
	Iteration 41Q: 3 clusters Score -5529546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5529548.500000 Penalty: 5237.758301
	Iteration 42Q: 3 clusters Score -5529548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5529546.000000 Penalty: 5237.758301
	Iteration 43Q: 3 clusters Score -5529546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5529540.000000 Penalty: 5237.758301
	Iteration 44Q: 3 clusters Score -5529540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5529545.500000 Penalty: 5237.758301
	Iteration 45Q: 3 clusters Score -5529546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5529546.000000 Penalty: 5237.758301
	Iteration 46Q: 3 clusters Score -5529546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5529550.000000 Penalty: 5237.758301
	Iteration 47Q: 3 clusters Score -5529550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5529556.500000 Penalty: 5237.758301
	Iteration 48Q: 3 clusters Score -5529556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -5529554.500000 Penalty: 5237.758301
	Iteration 49Q: 3 clusters Score -5529554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -5529554.500000 Penalty: 5237.758301
	Iteration 50Q: 3 clusters Score -5529554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5529560.000000 Penalty: 5237.758301
	Iteration 51Q: 3 clusters Score -5529560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5529561.500000 Penalty: 5237.758301
	Iteration 52Q: 3 clusters Score -5529562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5529563.000000 Penalty: 5237.758301
	Iteration 53Q: 3 clusters Score -5529563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -5529568.000000 Penalty: 5237.758301
	Iteration 54Q: 3 clusters Score -5529568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -5529568.000000 Penalty: 5237.758301
	Iteration 55F: 3 clusters Score -5529568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Entering Unmasked Estep 
Score: -3166889.250000 Penalty: 2472.415039
	Iteration 0F: 2 clusters Score -3166889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3151958.000000 Penalty: 4944.830078
	Iteration 0F: 3 clusters Score -3151958 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3157058.750000 Penalty: 4944.830078
	Iteration 1F: 3 clusters Score -3157059 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3157597.750000 Penalty: 4944.830078
	Iteration 2F: 3 clusters Score -3157598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3158155.250000 Penalty: 4944.830078
	Iteration 3F: 3 clusters Score -3158155 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3158849.000000 Penalty: 4944.830078
	Iteration 4F: 3 clusters Score -3158849 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3159684.250000 Penalty: 4944.830078
	Iteration 5F: 3 clusters Score -3159684 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3160742.250000 Penalty: 4944.830078
	Iteration 6F: 3 clusters Score -3160742 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3161851.250000 Penalty: 4944.830078
	Iteration 7F: 3 clusters Score -3161851 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3162827.750000 Penalty: 4944.830078
	Iteration 8F: 3 clusters Score -3162828 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3163482.750000 Penalty: 4944.830078
	Iteration 9Q: 3 clusters Score -3163483 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3163820.500000 Penalty: 4944.830078
	Iteration 10Q: 3 clusters Score -3163820 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3164015.750000 Penalty: 4944.830078
	Iteration 11Q: 3 clusters Score -3164016 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3164139.000000 Penalty: 4944.830078
	Iteration 12Q: 3 clusters Score -3164139 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3164240.250000 Penalty: 4944.830078
	Iteration 13Q: 3 clusters Score -3164240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3164312.500000 Penalty: 4944.830078
	Iteration 14Q: 3 clusters Score -3164312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3164399.250000 Penalty: 4944.830078
	Iteration 15Q: 3 clusters Score -3164399 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3164442.000000 Penalty: 4944.830078
	Iteration 16Q: 3 clusters Score -3164442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3164482.500000 Penalty: 4944.830078
	Iteration 17Q: 3 clusters Score -3164482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3164510.000000 Penalty: 4944.830078
	Iteration 18Q: 3 clusters Score -3164510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3164540.250000 Penalty: 4944.830078
	Iteration 19Q: 3 clusters Score -3164540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3164577.250000 Penalty: 4944.830078
	Iteration 20F: 3 clusters Score -3164577 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3164605.000000 Penalty: 4944.830078
	Iteration 21Q: 3 clusters Score -3164605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3164641.750000 Penalty: 4944.830078
	Iteration 22Q: 3 clusters Score -3164642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3164658.500000 Penalty: 4944.830078
	Iteration 23Q: 3 clusters Score -3164658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3164684.250000 Penalty: 4944.830078
	Iteration 24Q: 3 clusters Score -3164684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3164713.750000 Penalty: 4944.830078
	Iteration 25Q: 3 clusters Score -3164714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3164729.000000 Penalty: 4944.830078
	Iteration 26Q: 3 clusters Score -3164729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3164762.750000 Penalty: 4944.830078
	Iteration 27Q: 3 clusters Score -3164763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3164765.250000 Penalty: 4944.830078
	Iteration 28Q: 3 clusters Score -3164765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3164774.500000 Penalty: 4944.830078
	Iteration 29Q: 3 clusters Score -3164774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3164788.500000 Penalty: 4944.830078
	Iteration 30Q: 3 clusters Score -3164788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3164797.250000 Penalty: 4944.830078
	Iteration 31Q: 3 clusters Score -3164797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3164817.500000 Penalty: 4944.830078
	Iteration 32Q: 3 clusters Score -3164818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3164833.000000 Penalty: 4944.830078
	Iteration 33Q: 3 clusters Score -3164833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3164836.000000 Penalty: 4944.830078
	Iteration 34Q: 3 clusters Score -3164836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3164841.500000 Penalty: 4944.830078
	Iteration 35Q: 3 clusters Score -3164842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3164845.250000 Penalty: 4944.830078
	Iteration 36Q: 3 clusters Score -3164845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3164854.750000 Penalty: 4944.830078
	Iteration 37Q: 3 clusters Score -3164855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3164854.750000 Penalty: 4944.830078
	Iteration 38Q: 3 clusters Score -3164855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3164862.500000 Penalty: 4944.830078
	Iteration 39Q: 3 clusters Score -3164862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3164864.250000 Penalty: 4944.830078
	Iteration 40F: 3 clusters Score -3164864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3164863.500000 Penalty: 4944.830078
	Iteration 41Q: 3 clusters Score -3164864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3164875.500000 Penalty: 4944.830078
	Iteration 42Q: 3 clusters Score -3164876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3164875.750000 Penalty: 4944.830078
	Iteration 43Q: 3 clusters Score -3164876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3164881.250000 Penalty: 4944.830078
	Iteration 44Q: 3 clusters Score -3164881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3164881.750000 Penalty: 4944.830078
	Iteration 45Q: 3 clusters Score -3164882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3164892.750000 Penalty: 4944.830078
	Iteration 46Q: 3 clusters Score -3164893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3164891.750000 Penalty: 4944.830078
	Iteration 47Q: 3 clusters Score -3164892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3164893.750000 Penalty: 4944.830078
	Iteration 48Q: 3 clusters Score -3164894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3164898.500000 Penalty: 4944.830078
	Iteration 49Q: 3 clusters Score -3164898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3164899.500000 Penalty: 4944.830078
	Iteration 50Q: 3 clusters Score -3164900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3164899.250000 Penalty: 4944.830078
	Iteration 51Q: 3 clusters Score -3164899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3164907.750000 Penalty: 4944.830078
	Iteration 52Q: 3 clusters Score -3164908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3164914.250000 Penalty: 4944.830078
	Iteration 53Q: 3 clusters Score -3164914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3164912.000000 Penalty: 4944.830078
	Iteration 54Q: 3 clusters Score -3164912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3164914.250000 Penalty: 4944.830078
	Iteration 55Q: 3 clusters Score -3164914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3164911.250000 Penalty: 4944.830078
	Iteration 56Q: 3 clusters Score -3164911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3164915.500000 Penalty: 4944.830078
	Iteration 57Q: 3 clusters Score -3164916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3164915.500000 Penalty: 4944.830078
	Iteration 58Q: 3 clusters Score -3164916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3164917.750000 Penalty: 4944.830078
	Iteration 59Q: 3 clusters Score -3164918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3164920.500000 Penalty: 4944.830078
	Iteration 60F: 3 clusters Score -3164920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3164916.250000 Penalty: 4944.830078
	Iteration 61Q: 3 clusters Score -3164916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3164915.000000 Penalty: 4944.830078
	Iteration 62Q: 3 clusters Score -3164915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3164915.000000 Penalty: 4944.830078
	Iteration 63F: 3 clusters Score -3164915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -590183.187500 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -590183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -586139.937500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -586139.9 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -587218.375000 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -587218.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -587627.125000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -587627.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -587978.875000 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -587978.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -588262.875000 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -588262.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -588457.375000 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -588457.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -588587.500000 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -588587.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -588669.937500 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -588669.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -588734.500000 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -588734.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -588783.812500 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -588783.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -588822.125000 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -588822.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -588849.875000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -588849.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -588871.562500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -588871.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -588884.562500 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -588884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -588897.562500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -588897.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -588910.250000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -588910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -588924.750000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -588924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -588930.750000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -588930.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -588935.437500 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -588935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -588946.437500 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -588946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -588953.500000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -588953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -588958.312500 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -588958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -588957.937500 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -588957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -588958.750000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -588958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -588960.375000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -588960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -588960.375000 Penalty: 4137.575684
	Iteration 25F: 3 clusters Score -588960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24731.103516 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24731.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24847.660156 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24847.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24879.992188 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24879.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24886.802734 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24888.322266 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24888.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24888.322266 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -24888.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -828063.000000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -828063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -823096.312500 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -823096.3 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -824300.312500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -824300.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -824507.375000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -824507.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -824634.625000 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -824634.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -824721.125000 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -824721.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -824798.000000 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -824798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -824846.437500 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -824846.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -824890.750000 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -824890.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -824941.500000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -824941.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -825016.750000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -825016.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -825091.875000 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -825091.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -825168.937500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -825168.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -825239.687500 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -825239.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -825316.500000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -825316.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -825414.437500 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -825414.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -825524.625000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -825524.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -825647.437500 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -825647.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -825754.500000 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -825754.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -825855.187500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -825855.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -825955.750000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -825955.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -826021.062500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -826021.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -826071.687500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -826071.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -826106.375000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -826106.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -826134.937500 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -826134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -826152.312500 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -826152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -826163.062500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -826163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -826176.562500 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -826176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -826188.875000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -826188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -826195.937500 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -826195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -826201.312500 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -826201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -826204.187500 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -826204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -826210.062500 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -826210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -826212.375000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -826212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -826217.500000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -826217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -826226.000000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -826226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -826229.562500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -826229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -826232.437500 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -826232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -826234.875000 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -826234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -826238.625000 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -826238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -826241.062500 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -826241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -826242.500000 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -826242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -826243.500000 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -826243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -826244.625000 Penalty: 4292.208008
	Iteration 42Q: 3 clusters Score -826244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -826247.125000 Penalty: 4292.208008
	Iteration 43Q: 3 clusters Score -826247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -826250.875000 Penalty: 4292.208008
	Iteration 44Q: 3 clusters Score -826250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -826252.500000 Penalty: 4292.208008
	Iteration 45Q: 3 clusters Score -826252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -826252.500000 Penalty: 4292.208008
	Iteration 46F: 3 clusters Score -826252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -295981.500000 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -295981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -293288.062500 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -293288.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -293697.281250 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -293697.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -293800.718750 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -293800.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293861.281250 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -293861.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -293901.625000 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -293901.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -293930.187500 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -293930.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -293947.750000 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -293947.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293961.562500 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -293961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -293972.937500 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -293972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -293985.406250 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -293985.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -293995.062500 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -293995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -294000.968750 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -294001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294003.125000 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -294003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -294005.593750 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -294005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294006.875000 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -294006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294008.625000 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -294008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294009.562500 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -294009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -294010.218750 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -294010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -294010.500000 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -294010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -294010.500000 Penalty: 3801.515869
	Iteration 19F: 3 clusters Score -294010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 135 members 
Entering Unmasked Estep 
Score: -27858.361328 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27858.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28030.935547 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28030.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28100.050781 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28100.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28147.820312 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28147.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28194.962891 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28194.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28247.716797 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28247.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28294.244141 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28294.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28306.062500 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28306.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28310.494141 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28310.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28316.421875 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -28316.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28316.421875 Penalty: 2748.466797
	Iteration 10F: 3 clusters Score -28316.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (97748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Entering Unmasked Estep 
Score: -14340395.000000 Penalty: 2849.556641
	Iteration 0F: 2 clusters Score -1.43404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -14275051.000000 Penalty: 5699.113281
	Iteration 0F: 3 clusters Score -1.427505e+07 nChanged 46299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -14301487.000000 Penalty: 5699.113281
	Iteration 1F: 3 clusters Score -1.430149e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -14302301.000000 Penalty: 5699.113281
	Iteration 2Q: 3 clusters Score -1.43023e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -14303196.000000 Penalty: 5699.113281
	Iteration 3Q: 3 clusters Score -1.43032e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -14304408.000000 Penalty: 5699.113281
	Iteration 4Q: 3 clusters Score -1.430441e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -14306666.000000 Penalty: 5699.113281
	Iteration 5Q: 3 clusters Score -1.430667e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -14310373.000000 Penalty: 5699.113281
	Iteration 6F: 3 clusters Score -1.431037e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -14316255.000000 Penalty: 5699.113281
	Iteration 7F: 3 clusters Score -1.431626e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -14323652.000000 Penalty: 5699.113281
	Iteration 8F: 3 clusters Score -1.432365e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -14330637.000000 Penalty: 5699.113281
	Iteration 9F: 3 clusters Score -1.433064e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -14334798.000000 Penalty: 5699.113281
	Iteration 10Q: 3 clusters Score -1.43348e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -14336658.000000 Penalty: 5699.113281
	Iteration 11Q: 3 clusters Score -1.433666e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14337425.000000 Penalty: 5699.113281
	Iteration 12Q: 3 clusters Score -1.433742e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14337777.000000 Penalty: 5699.113281
	Iteration 13Q: 3 clusters Score -1.433778e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14337922.000000 Penalty: 5699.113281
	Iteration 14Q: 3 clusters Score -1.433792e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14338031.000000 Penalty: 5699.113281
	Iteration 15Q: 3 clusters Score -1.433803e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14338126.000000 Penalty: 5699.113281
	Iteration 16Q: 3 clusters Score -1.433813e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14338139.000000 Penalty: 5699.113281
	Iteration 17Q: 3 clusters Score -1.433814e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14338184.000000 Penalty: 5699.113281
	Iteration 18Q: 3 clusters Score -1.433818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14338215.000000 Penalty: 5699.113281
	Iteration 19Q: 3 clusters Score -1.433822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14338254.000000 Penalty: 5699.113281
	Iteration 20F: 3 clusters Score -1.433825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14338253.000000 Penalty: 5699.113281
	Iteration 21Q: 3 clusters Score -1.433825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14338248.000000 Penalty: 5699.113281
	Iteration 22Q: 3 clusters Score -1.433825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14338261.000000 Penalty: 5699.113281
	Iteration 23Q: 3 clusters Score -1.433826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14338262.000000 Penalty: 5699.113281
	Iteration 24Q: 3 clusters Score -1.433826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14338281.000000 Penalty: 5699.113281
	Iteration 25Q: 3 clusters Score -1.433828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14338283.000000 Penalty: 5699.113281
	Iteration 26Q: 3 clusters Score -1.433828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14338293.000000 Penalty: 5699.113281
	Iteration 27Q: 3 clusters Score -1.433829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14338294.000000 Penalty: 5699.113281
	Iteration 28Q: 3 clusters Score -1.433829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14338296.000000 Penalty: 5699.113281
	Iteration 29Q: 3 clusters Score -1.43383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14338304.000000 Penalty: 5699.113281
	Iteration 30Q: 3 clusters Score -1.43383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14338301.000000 Penalty: 5699.113281
	Iteration 31Q: 3 clusters Score -1.43383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14338311.000000 Penalty: 5699.113281
	Iteration 32Q: 3 clusters Score -1.433831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14338313.000000 Penalty: 5699.113281
	Iteration 33Q: 3 clusters Score -1.433831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14338314.000000 Penalty: 5699.113281
	Iteration 34Q: 3 clusters Score -1.433831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14338320.000000 Penalty: 5699.113281
	Iteration 35Q: 3 clusters Score -1.433832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14338321.000000 Penalty: 5699.113281
	Iteration 36Q: 3 clusters Score -1.433832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14338339.000000 Penalty: 5699.113281
	Iteration 37Q: 3 clusters Score -1.433834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14338336.000000 Penalty: 5699.113281
	Iteration 38Q: 3 clusters Score -1.433834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14338327.000000 Penalty: 5699.113281
	Iteration 39Q: 3 clusters Score -1.433833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14338330.000000 Penalty: 5699.113281
	Iteration 40F: 3 clusters Score -1.433833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14338324.000000 Penalty: 5699.113281
	Iteration 41Q: 3 clusters Score -1.433832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14338331.000000 Penalty: 5699.113281
	Iteration 42Q: 3 clusters Score -1.433833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14338336.000000 Penalty: 5699.113281
	Iteration 43Q: 3 clusters Score -1.433834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14338325.000000 Penalty: 5699.113281
	Iteration 44Q: 3 clusters Score -1.433832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14338325.000000 Penalty: 5699.113281
	Iteration 45F: 3 clusters Score -1.433832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94861.148438 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94861.15 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95176.414062 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95176.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95355.093750 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95355.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95472.757812 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95472.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95533.203125 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -95533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95611.515625 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -95611.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95673.726562 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -95673.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95724.687500 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -95724.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95750.257812 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -95750.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95768.679688 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -95768.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95781.937500 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -95781.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95794.453125 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -95794.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95816.406250 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -95816.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95848.859375 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -95848.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95895.796875 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -95895.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95989.203125 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -95989.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96100.437500 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96100.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96190.828125 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96190.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96237.750000 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96237.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96286.523438 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -96286.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96304.851562 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -96304.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96320.710938 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -96320.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96336.554688 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -96336.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96367.773438 Penalty: 3277.568359
	Iteration 23Q: 3 clusters Score -96367.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96382.664062 Penalty: 3277.568359
	Iteration 24Q: 3 clusters Score -96382.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96392.343750 Penalty: 3277.568359
	Iteration 25Q: 3 clusters Score -96392.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96396.921875 Penalty: 3277.568359
	Iteration 26Q: 3 clusters Score -96396.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96403.875000 Penalty: 3277.568359
	Iteration 27Q: 3 clusters Score -96403.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96406.773438 Penalty: 3277.568359
	Iteration 28Q: 3 clusters Score -96406.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96407.945312 Penalty: 3277.568359
	Iteration 29Q: 3 clusters Score -96407.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96407.945312 Penalty: 3277.568359
	Iteration 30F: 3 clusters Score -96407.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (195003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195003 members 
Entering Unmasked Estep 
Score: -28557360.000000 Penalty: 3020.831055
	Iteration 0F: 2 clusters Score -2.855736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -28434232.000000 Penalty: 6041.662109
	Iteration 0F: 3 clusters Score -2.843423e+07 nChanged 93565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -28488298.000000 Penalty: 6041.662109
	Iteration 1F: 3 clusters Score -2.84883e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -28489238.000000 Penalty: 6041.662109
	Iteration 2Q: 3 clusters Score -2.848924e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -28490100.000000 Penalty: 6041.662109
	Iteration 3Q: 3 clusters Score -2.84901e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -28490898.000000 Penalty: 6041.662109
	Iteration 4Q: 3 clusters Score -2.84909e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -28492456.000000 Penalty: 6041.662109
	Iteration 5Q: 3 clusters Score -2.849246e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -28495354.000000 Penalty: 6041.662109
	Iteration 6Q: 3 clusters Score -2.849535e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -28500394.000000 Penalty: 6041.662109
	Iteration 7Q: 3 clusters Score -2.850039e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -28508488.000000 Penalty: 6041.662109
	Iteration 8F: 3 clusters Score -2.850849e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -28519434.000000 Penalty: 6041.662109
	Iteration 9F: 3 clusters Score -2.851943e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -28529522.000000 Penalty: 6041.662109
	Iteration 10F: 3 clusters Score -2.852952e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -28534054.000000 Penalty: 6041.662109
	Iteration 11F: 3 clusters Score -2.853405e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -28535642.000000 Penalty: 6041.662109
	Iteration 12Q: 3 clusters Score -2.853564e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -28536628.000000 Penalty: 6041.662109
	Iteration 13Q: 3 clusters Score -2.853663e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 129455 members 
Entering Unmasked Estep 
Score: -28537624.000000 Penalty: 6041.662109
	Iteration 14Q: 3 clusters Score -2.853762e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -28538440.000000 Penalty: 6041.662109
	Iteration 15Q: 3 clusters Score -2.853844e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 132275 members 
Entering Unmasked Estep 
Score: -28539272.000000 Penalty: 6041.662109
	Iteration 16Q: 3 clusters Score -2.853927e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -28540018.000000 Penalty: 6041.662109
	Iteration 17Q: 3 clusters Score -2.854002e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -28540884.000000 Penalty: 6041.662109
	Iteration 18Q: 3 clusters Score -2.854088e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -28541846.000000 Penalty: 6041.662109
	Iteration 19Q: 3 clusters Score -2.854185e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -28542682.000000 Penalty: 6041.662109
	Iteration 20F: 3 clusters Score -2.854268e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -28543522.000000 Penalty: 6041.662109
	Iteration 21Q: 3 clusters Score -2.854352e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -28544500.000000 Penalty: 6041.662109
	Iteration 22Q: 3 clusters Score -2.85445e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 142656 members 
Entering Unmasked Estep 
Score: -28545274.000000 Penalty: 6041.662109
	Iteration 23Q: 3 clusters Score -2.854527e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 144190 members 
Entering Unmasked Estep 
Score: -28545934.000000 Penalty: 6041.662109
	Iteration 24Q: 3 clusters Score -2.854593e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -28546610.000000 Penalty: 6041.662109
	Iteration 25Q: 3 clusters Score -2.854661e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -28547094.000000 Penalty: 6041.662109
	Iteration 26Q: 3 clusters Score -2.854709e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -28547486.000000 Penalty: 6041.662109
	Iteration 27Q: 3 clusters Score -2.854749e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 150574 members 
Entering Unmasked Estep 
Score: -28547978.000000 Penalty: 6041.662109
	Iteration 28Q: 3 clusters Score -2.854798e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -28548390.000000 Penalty: 6041.662109
	Iteration 29Q: 3 clusters Score -2.854839e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -28548544.000000 Penalty: 6041.662109
	Iteration 30Q: 3 clusters Score -2.854854e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -28548866.000000 Penalty: 6041.662109
	Iteration 31Q: 3 clusters Score -2.854887e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -28549296.000000 Penalty: 6041.662109
	Iteration 32Q: 3 clusters Score -2.85493e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -28549638.000000 Penalty: 6041.662109
	Iteration 33Q: 3 clusters Score -2.854964e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -28550002.000000 Penalty: 6041.662109
	Iteration 34Q: 3 clusters Score -2.855e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -28550360.000000 Penalty: 6041.662109
	Iteration 35Q: 3 clusters Score -2.855036e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -28550746.000000 Penalty: 6041.662109
	Iteration 36Q: 3 clusters Score -2.855075e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 166016 members 
Entering Unmasked Estep 
Score: -28551258.000000 Penalty: 6041.662109
	Iteration 37Q: 3 clusters Score -2.855126e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 167884 members 
Entering Unmasked Estep 
Score: -28551548.000000 Penalty: 6041.662109
	Iteration 38Q: 3 clusters Score -2.855155e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -28551998.000000 Penalty: 6041.662109
	Iteration 39Q: 3 clusters Score -2.8552e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -28552400.000000 Penalty: 6041.662109
	Iteration 40F: 3 clusters Score -2.85524e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 173313 members 
Entering Unmasked Estep 
Score: -28552844.000000 Penalty: 6041.662109
	Iteration 41Q: 3 clusters Score -2.855284e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -28553418.000000 Penalty: 6041.662109
	Iteration 42Q: 3 clusters Score -2.855342e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 176858 members 
Entering Unmasked Estep 
Score: -28553888.000000 Penalty: 6041.662109
	Iteration 43Q: 3 clusters Score -2.855389e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -28554220.000000 Penalty: 6041.662109
	Iteration 44Q: 3 clusters Score -2.855422e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 180742 members 
Entering Unmasked Estep 
Score: -28554454.000000 Penalty: 6041.662109
	Iteration 45Q: 3 clusters Score -2.855445e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 182639 members 
Entering Unmasked Estep 
Score: -28554800.000000 Penalty: 6041.662109
	Iteration 46Q: 3 clusters Score -2.85548e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -28554854.000000 Penalty: 6041.662109
	Iteration 47Q: 3 clusters Score -2.855485e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 186145 members 
Entering Unmasked Estep 
Score: -28554744.000000 Penalty: 6041.662109
	Iteration 48Q: 3 clusters Score -2.855474e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 187737 members 
Entering Unmasked Estep 
Score: -28554624.000000 Penalty: 6041.662109
	Iteration 49Q: 3 clusters Score -2.855462e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 189130 members 
Entering Unmasked Estep 
Score: -28554784.000000 Penalty: 6041.662109
	Iteration 50Q: 3 clusters Score -2.855478e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 190283 members 
Entering Unmasked Estep 
Score: -28554896.000000 Penalty: 6041.662109
	Iteration 51Q: 3 clusters Score -2.85549e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 191287 members 
Entering Unmasked Estep 
Score: -28554968.000000 Penalty: 6041.662109
	Iteration 52Q: 3 clusters Score -2.855497e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 192090 members 
Entering Unmasked Estep 
Score: -28555050.000000 Penalty: 6041.662109
	Iteration 53Q: 3 clusters Score -2.855505e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 192699 members 
Entering Unmasked Estep 
Score: -28555074.000000 Penalty: 6041.662109
	Iteration 54Q: 3 clusters Score -2.855507e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -28555086.000000 Penalty: 6041.662109
	Iteration 55Q: 3 clusters Score -2.855509e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 193469 members 
Entering Unmasked Estep 
Score: -28555062.000000 Penalty: 6041.662109
	Iteration 56Q: 3 clusters Score -2.855506e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 193727 members 
Entering Unmasked Estep 
Score: -28555076.000000 Penalty: 6041.662109
	Iteration 57Q: 3 clusters Score -2.855508e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -28555074.000000 Penalty: 6041.662109
	Iteration 58Q: 3 clusters Score -2.855507e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 194060 members 
Entering Unmasked Estep 
Score: -28555032.000000 Penalty: 6041.662109
	Iteration 59Q: 3 clusters Score -2.855503e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 194157 members 
Entering Unmasked Estep 
Score: -28555068.000000 Penalty: 6041.662109
	Iteration 60F: 3 clusters Score -2.855507e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 194230 members 
Entering Unmasked Estep 
Score: -28555080.000000 Penalty: 6041.662109
	Iteration 61Q: 3 clusters Score -2.855508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 194300 members 
Entering Unmasked Estep 
Score: -28555026.000000 Penalty: 6041.662109
	Iteration 62Q: 3 clusters Score -2.855503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 194344 members 
Entering Unmasked Estep 
Score: -28555032.000000 Penalty: 6041.662109
	Iteration 63Q: 3 clusters Score -2.855503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 194384 members 
Entering Unmasked Estep 
Score: -28555012.000000 Penalty: 6041.662109
	Iteration 64Q: 3 clusters Score -2.855501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 194419 members 
Entering Unmasked Estep 
Score: -28555000.000000 Penalty: 6041.662109
	Iteration 65Q: 3 clusters Score -2.8555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 194439 members 
Entering Unmasked Estep 
Score: -28555010.000000 Penalty: 6041.662109
	Iteration 66Q: 3 clusters Score -2.855501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -28555028.000000 Penalty: 6041.662109
	Iteration 67Q: 3 clusters Score -2.855503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 194469 members 
Entering Unmasked Estep 
Score: -28555012.000000 Penalty: 6041.662109
	Iteration 68Q: 3 clusters Score -2.855501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 194486 members 
Entering Unmasked Estep 
Score: -28555004.000000 Penalty: 6041.662109
	Iteration 69Q: 3 clusters Score -2.8555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 194494 members 
Entering Unmasked Estep 
Score: -28555010.000000 Penalty: 6041.662109
	Iteration 70Q: 3 clusters Score -2.855501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194502 members 
Entering Unmasked Estep 
Score: -28554998.000000 Penalty: 6041.662109
	Iteration 71Q: 3 clusters Score -2.8555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 194510 members 
Entering Unmasked Estep 
Score: -28555020.000000 Penalty: 6041.662109
	Iteration 72Q: 3 clusters Score -2.855502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 194521 members 
Entering Unmasked Estep 
Score: -28555036.000000 Penalty: 6041.662109
	Iteration 73Q: 3 clusters Score -2.855504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 194527 members 
Entering Unmasked Estep 
Score: -28555010.000000 Penalty: 6041.662109
	Iteration 74Q: 3 clusters Score -2.855501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 194532 members 
Entering Unmasked Estep 
Score: -28555034.000000 Penalty: 6041.662109
	Iteration 75Q: 3 clusters Score -2.855503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194537 members 
Entering Unmasked Estep 
Score: -28555002.000000 Penalty: 6041.662109
	Iteration 76Q: 3 clusters Score -2.8555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -28555022.000000 Penalty: 6041.662109
	Iteration 77Q: 3 clusters Score -2.855502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 194547 members 
Entering Unmasked Estep 
Score: -28555000.000000 Penalty: 6041.662109
	Iteration 78Q: 3 clusters Score -2.8555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 194548 members 
Entering Unmasked Estep 
Score: -28555022.000000 Penalty: 6041.662109
	Iteration 79Q: 3 clusters Score -2.855502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 194549 members 
Entering Unmasked Estep 
Score: -28555006.000000 Penalty: 6041.662109
	Iteration 80F: 3 clusters Score -2.855501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 194550 members 
Entering Unmasked Estep 
Score: -28555008.000000 Penalty: 6041.662109
	Iteration 81Q: 3 clusters Score -2.855501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 194551 members 
Entering Unmasked Estep 
Score: -28555018.000000 Penalty: 6041.662109
	Iteration 82Q: 3 clusters Score -2.855502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -28555028.000000 Penalty: 6041.662109
	Iteration 83Q: 3 clusters Score -2.855503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -28555012.000000 Penalty: 6041.662109
	Iteration 84Q: 3 clusters Score -2.855501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -28555024.000000 Penalty: 6041.662109
	Iteration 85Q: 3 clusters Score -2.855502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -28555022.000000 Penalty: 6041.662109
	Iteration 86Q: 3 clusters Score -2.855502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -28555022.000000 Penalty: 6041.662109
	Iteration 87F: 3 clusters Score -2.855502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93987.875000 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -93987.88 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94396.015625 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94396.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94685.875000 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94685.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94925.632812 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94925.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95178.101562 Penalty: 3290.125977
	Iteration 4F: 3 clusters Score -95178.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95445.500000 Penalty: 3290.125977
	Iteration 5F: 3 clusters Score -95445.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95627.492188 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95627.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95653.109375 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95653.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95683.203125 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95724.546875 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95724.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95800.523438 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95800.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95818.296875 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95864.593750 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95864.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95897.656250 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95897.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95928.804688 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95977.382812 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95977.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96063.500000 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -96063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96108.828125 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -96108.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96115.523438 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -96115.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96115.523438 Penalty: 3290.125977
	Iteration 19F: 3 clusters Score -96115.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44719 members 
Mstep: Class 5 contains 124417 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 33324 members 
Mstep: Class 9 contains 36019 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40006 members 
Mstep: Class 12 contains 32176 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 43674 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21363 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97748 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195003 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 377 members 
Entering Unmasked Estep 
Score: -128965432.000000 Penalty: 105449.875000
Splitting cluster 30 changes total score from -128966984.000000 to -128965432.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44719 members 
Mstep: Class 5 contains 124417 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 33324 members 
Mstep: Class 9 contains 36019 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40006 members 
Mstep: Class 12 contains 32176 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 43674 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21363 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97748 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 195003 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 439Q: 31 clusters Score -1.289668e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44723 members 
Mstep: Class 5 contains 124397 members 
Mstep: Class 6 contains 8773 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 36070 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 32251 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28448 members 
Mstep: Class 18 contains 43682 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21349 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97696 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194954 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966880.000000 Penalty: 102048.265625
Iteration 440F: 31 clusters Score -1.289669e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44723 members 
Mstep: Class 5 contains 124390 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 41611 members 
Mstep: Class 8 contains 33320 members 
Mstep: Class 9 contains 36108 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40005 members 
Mstep: Class 12 contains 32308 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28453 members 
Mstep: Class 18 contains 43682 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97668 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194902 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966808.000000 Penalty: 102048.265625
Iteration 441Q: 31 clusters Score -1.289668e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44728 members 
Mstep: Class 5 contains 124350 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 41597 members 
Mstep: Class 8 contains 33312 members 
Mstep: Class 9 contains 36162 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 32372 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28454 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21326 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97677 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194833 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966736.000000 Penalty: 102048.265625
Iteration 442Q: 31 clusters Score -1.289667e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44739 members 
Mstep: Class 5 contains 124270 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 41589 members 
Mstep: Class 8 contains 33303 members 
Mstep: Class 9 contains 36217 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40014 members 
Mstep: Class 12 contains 32449 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28456 members 
Mstep: Class 18 contains 43697 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21307 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97690 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194775 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966720.000000 Penalty: 102048.265625
Iteration 443Q: 31 clusters Score -1.289667e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 124225 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41573 members 
Mstep: Class 8 contains 33298 members 
Mstep: Class 9 contains 36282 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 32541 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28455 members 
Mstep: Class 18 contains 43692 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21292 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97701 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194684 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966784.000000 Penalty: 102048.265625
Iteration 444Q: 31 clusters Score -1.289668e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44761 members 
Mstep: Class 5 contains 124157 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 41571 members 
Mstep: Class 8 contains 33297 members 
Mstep: Class 9 contains 36359 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 32613 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28457 members 
Mstep: Class 18 contains 43693 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21280 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97697 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194606 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966736.000000 Penalty: 102048.265625
Iteration 445Q: 31 clusters Score -1.289667e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44769 members 
Mstep: Class 5 contains 124112 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 41557 members 
Mstep: Class 8 contains 33299 members 
Mstep: Class 9 contains 36435 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 32668 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28455 members 
Mstep: Class 18 contains 43695 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21262 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97692 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194546 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966952.000000 Penalty: 102048.265625
Iteration 446Q: 31 clusters Score -1.28967e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44773 members 
Mstep: Class 5 contains 124036 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41545 members 
Mstep: Class 8 contains 33284 members 
Mstep: Class 9 contains 36513 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40021 members 
Mstep: Class 12 contains 32717 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28458 members 
Mstep: Class 18 contains 43698 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21257 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97705 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194485 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966936.000000 Penalty: 102048.265625
Iteration 447Q: 31 clusters Score -1.289669e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44776 members 
Mstep: Class 5 contains 123921 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41544 members 
Mstep: Class 8 contains 33273 members 
Mstep: Class 9 contains 36595 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40025 members 
Mstep: Class 12 contains 32792 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28461 members 
Mstep: Class 18 contains 43696 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21251 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97725 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194426 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966856.000000 Penalty: 102048.265625
Iteration 448Q: 31 clusters Score -1.289669e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44767 members 
Mstep: Class 5 contains 123835 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 33268 members 
Mstep: Class 9 contains 36679 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 32850 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28468 members 
Mstep: Class 18 contains 43696 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21232 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97740 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194375 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966840.000000 Penalty: 102048.265625
Iteration 449Q: 31 clusters Score -1.289668e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44764 members 
Mstep: Class 5 contains 123750 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41525 members 
Mstep: Class 8 contains 33266 members 
Mstep: Class 9 contains 36764 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 32905 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28473 members 
Mstep: Class 18 contains 43702 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21212 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97741 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194324 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 102048.265625
Iteration 450Q: 31 clusters Score -1.289668e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44765 members 
Mstep: Class 5 contains 123618 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41536 members 
Mstep: Class 8 contains 33264 members 
Mstep: Class 9 contains 36840 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 32965 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28476 members 
Mstep: Class 18 contains 43707 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21193 members 
Mstep: Class 22 contains 4193 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97763 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194280 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966928.000000 Penalty: 102048.265625
Iteration 451Q: 31 clusters Score -1.289669e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 123564 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 41541 members 
Mstep: Class 8 contains 33250 members 
Mstep: Class 9 contains 36919 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40043 members 
Mstep: Class 12 contains 33026 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28477 members 
Mstep: Class 18 contains 43707 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21171 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97750 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194221 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966880.000000 Penalty: 102048.265625
Iteration 452Q: 31 clusters Score -1.289669e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 123457 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 41547 members 
Mstep: Class 8 contains 33248 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 33101 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28477 members 
Mstep: Class 18 contains 43712 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21149 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97754 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194157 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966800.000000 Penalty: 102048.265625
Iteration 453Q: 31 clusters Score -1.289668e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44776 members 
Mstep: Class 5 contains 123360 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 41544 members 
Mstep: Class 8 contains 33248 members 
Mstep: Class 9 contains 37088 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 33174 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28479 members 
Mstep: Class 18 contains 43711 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 21126 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97772 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194089 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966952.000000 Penalty: 102048.265625
Iteration 454Q: 31 clusters Score -1.28967e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44759 members 
Mstep: Class 5 contains 123237 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 41546 members 
Mstep: Class 8 contains 33259 members 
Mstep: Class 9 contains 37180 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 33242 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28482 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 21103 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97773 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194059 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966928.000000 Penalty: 102048.265625
Iteration 455Q: 31 clusters Score -1.289669e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 44748 members 
Mstep: Class 5 contains 123105 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 41556 members 
Mstep: Class 8 contains 33269 members 
Mstep: Class 9 contains 37259 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 33296 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28484 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 21081 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97778 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194055 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966904.000000 Penalty: 102048.265625
Iteration 456Q: 31 clusters Score -1.289669e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 44740 members 
Mstep: Class 5 contains 122967 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 41567 members 
Mstep: Class 8 contains 33267 members 
Mstep: Class 9 contains 37349 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 33361 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 43729 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 4188 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97804 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 194019 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966768.000000 Penalty: 102048.265625
Iteration 457Q: 31 clusters Score -1.289668e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13330 members 
Mstep: Class 4 contains 44736 members 
Mstep: Class 5 contains 122837 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 41572 members 
Mstep: Class 8 contains 33261 members 
Mstep: Class 9 contains 37462 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 33450 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 43729 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 21049 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97808 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193945 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 458Q: 31 clusters Score -1.289668e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13333 members 
Mstep: Class 4 contains 44735 members 
Mstep: Class 5 contains 122713 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 41572 members 
Mstep: Class 8 contains 33254 members 
Mstep: Class 9 contains 37573 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 33532 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28483 members 
Mstep: Class 18 contains 43730 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97797 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193888 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966744.000000 Penalty: 102048.265625
Iteration 459Q: 31 clusters Score -1.289667e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13334 members 
Mstep: Class 4 contains 44744 members 
Mstep: Class 5 contains 122596 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 33236 members 
Mstep: Class 9 contains 37673 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40007 members 
Mstep: Class 12 contains 33613 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28482 members 
Mstep: Class 18 contains 43729 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 21044 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97793 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193823 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966648.000000 Penalty: 102048.265625
Iteration 460F: 31 clusters Score -1.289666e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13335 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 122529 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41593 members 
Mstep: Class 8 contains 33218 members 
Mstep: Class 9 contains 37755 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 33683 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28491 members 
Mstep: Class 18 contains 43730 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97766 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193731 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 461Q: 31 clusters Score -1.289668e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13335 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 122406 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 41595 members 
Mstep: Class 8 contains 33216 members 
Mstep: Class 9 contains 37867 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 40002 members 
Mstep: Class 12 contains 33754 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28492 members 
Mstep: Class 18 contains 43728 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21036 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97765 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193631 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966728.000000 Penalty: 102048.265625
Iteration 462Q: 31 clusters Score -1.289667e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 44772 members 
Mstep: Class 5 contains 122328 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 41585 members 
Mstep: Class 8 contains 33209 members 
Mstep: Class 9 contains 37991 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39990 members 
Mstep: Class 12 contains 33821 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 43728 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21030 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97743 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193525 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966704.000000 Penalty: 102048.265625
Iteration 463Q: 31 clusters Score -1.289667e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 44785 members 
Mstep: Class 5 contains 122249 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 41587 members 
Mstep: Class 8 contains 33210 members 
Mstep: Class 9 contains 38098 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39981 members 
Mstep: Class 12 contains 33873 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28498 members 
Mstep: Class 18 contains 43726 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21034 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97732 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193408 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966616.000000 Penalty: 102048.265625
Iteration 464Q: 31 clusters Score -1.289666e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 44795 members 
Mstep: Class 5 contains 122117 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 41590 members 
Mstep: Class 8 contains 33214 members 
Mstep: Class 9 contains 38187 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39988 members 
Mstep: Class 12 contains 33947 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 43729 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 21022 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97738 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193328 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966728.000000 Penalty: 102048.265625
Iteration 465Q: 31 clusters Score -1.289667e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44822 members 
Mstep: Class 5 contains 122030 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 41586 members 
Mstep: Class 8 contains 33212 members 
Mstep: Class 9 contains 38273 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39973 members 
Mstep: Class 12 contains 34003 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28502 members 
Mstep: Class 18 contains 43739 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 21009 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97751 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193227 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966600.000000 Penalty: 102048.265625
Iteration 466Q: 31 clusters Score -1.289666e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 121926 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 41573 members 
Mstep: Class 8 contains 33214 members 
Mstep: Class 9 contains 38340 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 34062 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28512 members 
Mstep: Class 18 contains 43741 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 21007 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97739 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193168 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966688.000000 Penalty: 102048.265625
Iteration 467Q: 31 clusters Score -1.289667e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 44865 members 
Mstep: Class 5 contains 121810 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 41561 members 
Mstep: Class 8 contains 33208 members 
Mstep: Class 9 contains 38439 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39954 members 
Mstep: Class 12 contains 34117 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28514 members 
Mstep: Class 18 contains 43745 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20989 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97733 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193112 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966680.000000 Penalty: 102048.265625
Iteration 468Q: 31 clusters Score -1.289667e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 44882 members 
Mstep: Class 5 contains 121685 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 41557 members 
Mstep: Class 8 contains 33193 members 
Mstep: Class 9 contains 38522 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39947 members 
Mstep: Class 12 contains 34183 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28516 members 
Mstep: Class 18 contains 43749 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38556 members 
Mstep: Class 21 contains 20976 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97733 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 193057 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966680.000000 Penalty: 102048.265625
Iteration 469Q: 31 clusters Score -1.289667e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 121553 members 
Mstep: Class 6 contains 8796 members 
Mstep: Class 7 contains 41553 members 
Mstep: Class 8 contains 33173 members 
Mstep: Class 9 contains 38607 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39941 members 
Mstep: Class 12 contains 34229 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28520 members 
Mstep: Class 18 contains 43754 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38556 members 
Mstep: Class 21 contains 20974 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97755 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192998 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966760.000000 Penalty: 102048.265625
Iteration 470Q: 31 clusters Score -1.289668e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 121402 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41554 members 
Mstep: Class 8 contains 33169 members 
Mstep: Class 9 contains 38718 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39933 members 
Mstep: Class 12 contains 34282 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28517 members 
Mstep: Class 18 contains 43767 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97779 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192928 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966776.000000 Penalty: 102048.265625
Iteration 471Q: 31 clusters Score -1.289668e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 44888 members 
Mstep: Class 5 contains 121250 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41558 members 
Mstep: Class 8 contains 33159 members 
Mstep: Class 9 contains 38843 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39934 members 
Mstep: Class 12 contains 34337 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 28516 members 
Mstep: Class 18 contains 43773 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20965 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97796 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192856 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966792.000000 Penalty: 102048.265625
Iteration 472Q: 31 clusters Score -1.289668e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 121093 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41557 members 
Mstep: Class 8 contains 33141 members 
Mstep: Class 9 contains 38946 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 34384 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 28520 members 
Mstep: Class 18 contains 43774 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20970 members 
Mstep: Class 22 contains 4181 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97800 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192831 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966608.000000 Penalty: 102048.265625
Iteration 473Q: 31 clusters Score -1.289666e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 44888 members 
Mstep: Class 5 contains 120899 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41569 members 
Mstep: Class 8 contains 33124 members 
Mstep: Class 9 contains 39042 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 34442 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 28528 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20969 members 
Mstep: Class 22 contains 4181 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97805 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192832 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966624.000000 Penalty: 102048.265625
Iteration 474Q: 31 clusters Score -1.289666e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44896 members 
Mstep: Class 5 contains 120736 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 33109 members 
Mstep: Class 9 contains 39155 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39912 members 
Mstep: Class 12 contains 34493 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28533 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20967 members 
Mstep: Class 22 contains 4181 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97769 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192820 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966632.000000 Penalty: 102048.265625
Iteration 475Q: 31 clusters Score -1.289666e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44904 members 
Mstep: Class 5 contains 120544 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 41599 members 
Mstep: Class 8 contains 33103 members 
Mstep: Class 9 contains 39253 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39912 members 
Mstep: Class 12 contains 34559 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28541 members 
Mstep: Class 18 contains 43768 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20960 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97752 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192797 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
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Score: -128966408.000000 Penalty: 102048.265625
Iteration 476Q: 31 clusters Score -1.289664e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44919 members 
Mstep: Class 5 contains 120383 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 41613 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 39369 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 34600 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28544 members 
Mstep: Class 18 contains 43769 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 20952 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97750 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192738 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966440.000000 Penalty: 102048.265625
Iteration 477Q: 31 clusters Score -1.289664e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44928 members 
Mstep: Class 5 contains 120234 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 41629 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 39486 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39907 members 
Mstep: Class 12 contains 34633 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28549 members 
Mstep: Class 18 contains 43774 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 38556 members 
Mstep: Class 21 contains 20942 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97728 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192675 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966376.000000 Penalty: 102048.265625
Iteration 478Q: 31 clusters Score -1.289664e+08 nChanged 1331
Entering ConstructFrom: 
Score: -128966376.000000 Penalty: 102048.265625
Entering ConstructFrom: 
Trying to split cluster 1 (57054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Entering Unmasked Estep 
Score: -8455192.000000 Penalty: 2716.034912
	Iteration 0F: 2 clusters Score -8455192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8416881.000000 Penalty: 5432.069824
	Iteration 0F: 3 clusters Score -8416881 nChanged 26412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -8431912.000000 Penalty: 5432.069824
	Iteration 1F: 3 clusters Score -8431912 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -8432670.000000 Penalty: 5432.069824
	Iteration 2Q: 3 clusters Score -8432670 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -8433342.000000 Penalty: 5432.069824
	Iteration 3Q: 3 clusters Score -8433342 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8434158.000000 Penalty: 5432.069824
	Iteration 4Q: 3 clusters Score -8434158 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8435267.000000 Penalty: 5432.069824
	Iteration 5Q: 3 clusters Score -8435267 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8436799.000000 Penalty: 5432.069824
	Iteration 6F: 3 clusters Score -8436799 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8438947.000000 Penalty: 5432.069824
	Iteration 7F: 3 clusters Score -8438947 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -8441558.000000 Penalty: 5432.069824
	Iteration 8F: 3 clusters Score -8441558 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -8444253.000000 Penalty: 5432.069824
	Iteration 9F: 3 clusters Score -8444253 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -8446811.000000 Penalty: 5432.069824
	Iteration 10F: 3 clusters Score -8446811 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8448853.000000 Penalty: 5432.069824
	Iteration 11Q: 3 clusters Score -8448853 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8450427.000000 Penalty: 5432.069824
	Iteration 12Q: 3 clusters Score -8450427 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8451470.000000 Penalty: 5432.069824
	Iteration 13Q: 3 clusters Score -8451470 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8452102.000000 Penalty: 5432.069824
	Iteration 14Q: 3 clusters Score -8452102 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8452485.000000 Penalty: 5432.069824
	Iteration 15Q: 3 clusters Score -8452485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8452770.000000 Penalty: 5432.069824
	Iteration 16Q: 3 clusters Score -8452770 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8452898.000000 Penalty: 5432.069824
	Iteration 17Q: 3 clusters Score -8452898 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8453001.000000 Penalty: 5432.069824
	Iteration 18Q: 3 clusters Score -8453001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8453066.000000 Penalty: 5432.069824
	Iteration 19Q: 3 clusters Score -8453066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8453150.000000 Penalty: 5432.069824
	Iteration 20F: 3 clusters Score -8453150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8453207.000000 Penalty: 5432.069824
	Iteration 21Q: 3 clusters Score -8453207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8453258.000000 Penalty: 5432.069824
	Iteration 22Q: 3 clusters Score -8453258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8453323.000000 Penalty: 5432.069824
	Iteration 23Q: 3 clusters Score -8453323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8453375.000000 Penalty: 5432.069824
	Iteration 24Q: 3 clusters Score -8453375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8453419.000000 Penalty: 5432.069824
	Iteration 25Q: 3 clusters Score -8453419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8453455.000000 Penalty: 5432.069824
	Iteration 26Q: 3 clusters Score -8453455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8453491.000000 Penalty: 5432.069824
	Iteration 27Q: 3 clusters Score -8453491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8453529.000000 Penalty: 5432.069824
	Iteration 28Q: 3 clusters Score -8453529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8453539.000000 Penalty: 5432.069824
	Iteration 29Q: 3 clusters Score -8453539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8453548.000000 Penalty: 5432.069824
	Iteration 30Q: 3 clusters Score -8453548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8453546.000000 Penalty: 5432.069824
	Iteration 31Q: 3 clusters Score -8453546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8453550.000000 Penalty: 5432.069824
	Iteration 32Q: 3 clusters Score -8453550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8453552.000000 Penalty: 5432.069824
	Iteration 33Q: 3 clusters Score -8453552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8453566.000000 Penalty: 5432.069824
	Iteration 34Q: 3 clusters Score -8453566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8453573.000000 Penalty: 5432.069824
	Iteration 35Q: 3 clusters Score -8453573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8453582.000000 Penalty: 5432.069824
	Iteration 36Q: 3 clusters Score -8453582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8453596.000000 Penalty: 5432.069824
	Iteration 37Q: 3 clusters Score -8453596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8453605.000000 Penalty: 5432.069824
	Iteration 38Q: 3 clusters Score -8453605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8453605.000000 Penalty: 5432.069824
	Iteration 39Q: 3 clusters Score -8453605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8453667.000000 Penalty: 5432.069824
	Iteration 40F: 3 clusters Score -8453667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8453757.000000 Penalty: 5432.069824
	Iteration 41Q: 3 clusters Score -8453757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8453836.000000 Penalty: 5432.069824
	Iteration 42Q: 3 clusters Score -8453836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8453889.000000 Penalty: 5432.069824
	Iteration 43Q: 3 clusters Score -8453889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8453924.000000 Penalty: 5432.069824
	Iteration 44Q: 3 clusters Score -8453924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8453954.000000 Penalty: 5432.069824
	Iteration 45Q: 3 clusters Score -8453954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8453982.000000 Penalty: 5432.069824
	Iteration 46Q: 3 clusters Score -8453982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8453999.000000 Penalty: 5432.069824
	Iteration 47Q: 3 clusters Score -8453999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8454014.000000 Penalty: 5432.069824
	Iteration 48Q: 3 clusters Score -8454014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8454017.000000 Penalty: 5432.069824
	Iteration 49Q: 3 clusters Score -8454017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8454029.000000 Penalty: 5432.069824
	Iteration 50Q: 3 clusters Score -8454029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8454038.000000 Penalty: 5432.069824
	Iteration 51Q: 3 clusters Score -8454038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8454033.000000 Penalty: 5432.069824
	Iteration 52Q: 3 clusters Score -8454033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8454112.000000 Penalty: 5432.069824
	Iteration 53F: 3 clusters Score -8454112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8454230.000000 Penalty: 5432.069824
	Iteration 54Q: 3 clusters Score -8454230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8454327.000000 Penalty: 5432.069824
	Iteration 55Q: 3 clusters Score -8454327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8454362.000000 Penalty: 5432.069824
	Iteration 56Q: 3 clusters Score -8454362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8454387.000000 Penalty: 5432.069824
	Iteration 57Q: 3 clusters Score -8454387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8454383.000000 Penalty: 5432.069824
	Iteration 58Q: 3 clusters Score -8454383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8454389.000000 Penalty: 5432.069824
	Iteration 59Q: 3 clusters Score -8454389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8454400.000000 Penalty: 5432.069824
	Iteration 60F: 3 clusters Score -8454400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8454395.000000 Penalty: 5432.069824
	Iteration 61Q: 3 clusters Score -8454395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8454402.000000 Penalty: 5432.069824
	Iteration 62Q: 3 clusters Score -8454402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8454412.000000 Penalty: 5432.069824
	Iteration 63Q: 3 clusters Score -8454412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8454405.000000 Penalty: 5432.069824
	Iteration 64Q: 3 clusters Score -8454405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8454409.000000 Penalty: 5432.069824
	Iteration 65Q: 3 clusters Score -8454409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8454411.000000 Penalty: 5432.069824
	Iteration 66Q: 3 clusters Score -8454411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8454412.000000 Penalty: 5432.069824
	Iteration 67Q: 3 clusters Score -8454412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8454417.000000 Penalty: 5432.069824
	Iteration 68Q: 3 clusters Score -8454417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8454417.000000 Penalty: 5432.069824
	Iteration 69F: 3 clusters Score -8454417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -933439.437500 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -933439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -927763.062500 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -927763.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -929745.500000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -929745.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -930339.437500 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -930339.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -930679.687500 Penalty: 4383.921387
	Iteration 3F: 3 clusters Score -930679.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -930851.937500 Penalty: 4383.921387
	Iteration 4F: 3 clusters Score -930851.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -930963.500000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -930963.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -931077.625000 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -931077.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -931172.687500 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -931172.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -931259.312500 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -931259.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -931328.687500 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -931328.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -931376.812500 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -931376.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -931408.812500 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -931408.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -931433.937500 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -931433.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -931452.250000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -931452.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -931473.500000 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -931473.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -931495.187500 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -931495.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -931522.000000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -931522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -931548.250000 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -931548.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -931569.187500 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -931569.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -931591.312500 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -931591.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -931603.875000 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -931603.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -931616.062500 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -931616.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -931627.000000 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -931627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -931631.437500 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -931631.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -931633.375000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -931633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -931637.687500 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -931637.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -931640.562500 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -931640.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -931646.750000 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -931646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -931650.187500 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -931650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -931652.312500 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -931652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -931655.250000 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -931655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -931657.687500 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -931657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -931661.687500 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -931661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -931665.687500 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -931665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -931666.812500 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -931666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -931670.125000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -931670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -931671.062500 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -931671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -931674.562500 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -931674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -931679.687500 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -931679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -931679.937500 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -931679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -931680.937500 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -931680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -931680.125000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -931680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -931682.187500 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -931682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -931681.062500 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -931681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -931684.250000 Penalty: 4383.921387
	Iteration 44Q: 3 clusters Score -931684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -931685.750000 Penalty: 4383.921387
	Iteration 45Q: 3 clusters Score -931685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -931686.687500 Penalty: 4383.921387
	Iteration 46Q: 3 clusters Score -931686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -931686.812500 Penalty: 4383.921387
	Iteration 47Q: 3 clusters Score -931686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -931688.000000 Penalty: 4383.921387
	Iteration 48Q: 3 clusters Score -931688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -931689.312500 Penalty: 4383.921387
	Iteration 49Q: 3 clusters Score -931689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -931688.062500 Penalty: 4383.921387
	Iteration 50Q: 3 clusters Score -931688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -931689.875000 Penalty: 4383.921387
	Iteration 51Q: 3 clusters Score -931689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -931689.937500 Penalty: 4383.921387
	Iteration 52Q: 3 clusters Score -931689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -931690.437500 Penalty: 4383.921387
	Iteration 53Q: 3 clusters Score -931690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -931690.937500 Penalty: 4383.921387
	Iteration 54Q: 3 clusters Score -931690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -931690.375000 Penalty: 4383.921387
	Iteration 55Q: 3 clusters Score -931690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -931690.750000 Penalty: 4383.921387
	Iteration 56Q: 3 clusters Score -931690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -931689.500000 Penalty: 4383.921387
	Iteration 57Q: 3 clusters Score -931689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -931693.437500 Penalty: 4383.921387
	Iteration 58Q: 3 clusters Score -931693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -931692.375000 Penalty: 4383.921387
	Iteration 59Q: 3 clusters Score -931692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -931691.000000 Penalty: 4383.921387
	Iteration 60F: 3 clusters Score -931691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -931692.750000 Penalty: 4383.921387
	Iteration 61Q: 3 clusters Score -931692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -931691.625000 Penalty: 4383.921387
	Iteration 62Q: 3 clusters Score -931691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -931692.937500 Penalty: 4383.921387
	Iteration 63Q: 3 clusters Score -931692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -931692.437500 Penalty: 4383.921387
	Iteration 64Q: 3 clusters Score -931692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -931693.437500 Penalty: 4383.921387
	Iteration 65Q: 3 clusters Score -931693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -931695.187500 Penalty: 4383.921387
	Iteration 66Q: 3 clusters Score -931695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -931697.500000 Penalty: 4383.921387
	Iteration 67Q: 3 clusters Score -931697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -931700.125000 Penalty: 4383.921387
	Iteration 68Q: 3 clusters Score -931700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -931700.750000 Penalty: 4383.921387
	Iteration 69Q: 3 clusters Score -931700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -931704.562500 Penalty: 4383.921387
	Iteration 70Q: 3 clusters Score -931704.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -931706.437500 Penalty: 4383.921387
	Iteration 71Q: 3 clusters Score -931706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -931709.562500 Penalty: 4383.921387
	Iteration 72Q: 3 clusters Score -931709.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -931712.000000 Penalty: 4383.921387
	Iteration 73Q: 3 clusters Score -931712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -931716.250000 Penalty: 4383.921387
	Iteration 74Q: 3 clusters Score -931716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -931716.937500 Penalty: 4383.921387
	Iteration 75Q: 3 clusters Score -931716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -931720.750000 Penalty: 4383.921387
	Iteration 76Q: 3 clusters Score -931720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -931726.250000 Penalty: 4383.921387
	Iteration 77Q: 3 clusters Score -931726.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -931730.375000 Penalty: 4383.921387
	Iteration 78Q: 3 clusters Score -931730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -931732.625000 Penalty: 4383.921387
	Iteration 79Q: 3 clusters Score -931732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -931739.250000 Penalty: 4383.921387
	Iteration 80F: 3 clusters Score -931739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -931743.000000 Penalty: 4383.921387
	Iteration 81Q: 3 clusters Score -931743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -931747.000000 Penalty: 4383.921387
	Iteration 82Q: 3 clusters Score -931747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -931755.125000 Penalty: 4383.921387
	Iteration 83Q: 3 clusters Score -931755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -931760.750000 Penalty: 4383.921387
	Iteration 84Q: 3 clusters Score -931760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -931765.812500 Penalty: 4383.921387
	Iteration 85Q: 3 clusters Score -931765.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -931768.187500 Penalty: 4383.921387
	Iteration 86Q: 3 clusters Score -931768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -931770.250000 Penalty: 4383.921387
	Iteration 87Q: 3 clusters Score -931770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -931774.000000 Penalty: 4383.921387
	Iteration 88Q: 3 clusters Score -931774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -931775.000000 Penalty: 4383.921387
	Iteration 89Q: 3 clusters Score -931775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -931775.750000 Penalty: 4383.921387
	Iteration 90Q: 3 clusters Score -931775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -931777.312500 Penalty: 4383.921387
	Iteration 91Q: 3 clusters Score -931777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -931778.500000 Penalty: 4383.921387
	Iteration 92Q: 3 clusters Score -931778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -931780.062500 Penalty: 4383.921387
	Iteration 93Q: 3 clusters Score -931780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -931779.312500 Penalty: 4383.921387
	Iteration 94Q: 3 clusters Score -931779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -931780.375000 Penalty: 4383.921387
	Iteration 95Q: 3 clusters Score -931780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -931784.375000 Penalty: 4383.921387
	Iteration 96Q: 3 clusters Score -931784.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -931788.062500 Penalty: 4383.921387
	Iteration 97Q: 3 clusters Score -931788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -931792.812500 Penalty: 4383.921387
	Iteration 98Q: 3 clusters Score -931792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -931793.687500 Penalty: 4383.921387
	Iteration 99Q: 3 clusters Score -931793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -931799.687500 Penalty: 4383.921387
	Iteration 100F: 3 clusters Score -931799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -931802.375000 Penalty: 4383.921387
	Iteration 101Q: 3 clusters Score -931802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -931806.625000 Penalty: 4383.921387
	Iteration 102Q: 3 clusters Score -931806.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -931811.812500 Penalty: 4383.921387
	Iteration 103Q: 3 clusters Score -931811.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -931815.062500 Penalty: 4383.921387
	Iteration 104Q: 3 clusters Score -931815.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -931821.312500 Penalty: 4383.921387
	Iteration 105Q: 3 clusters Score -931821.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -931830.375000 Penalty: 4383.921387
	Iteration 106Q: 3 clusters Score -931830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -931832.250000 Penalty: 4383.921387
	Iteration 107Q: 3 clusters Score -931832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -931834.250000 Penalty: 4383.921387
	Iteration 108Q: 3 clusters Score -931834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -931838.500000 Penalty: 4383.921387
	Iteration 109Q: 3 clusters Score -931838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -931840.062500 Penalty: 4383.921387
	Iteration 110Q: 3 clusters Score -931840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -931847.062500 Penalty: 4383.921387
	Iteration 111Q: 3 clusters Score -931847.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -931853.187500 Penalty: 4383.921387
	Iteration 112Q: 3 clusters Score -931853.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -931859.312500 Penalty: 4383.921387
	Iteration 113Q: 3 clusters Score -931859.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -931863.500000 Penalty: 4383.921387
	Iteration 114Q: 3 clusters Score -931863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -931869.875000 Penalty: 4383.921387
	Iteration 115Q: 3 clusters Score -931869.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -931874.187500 Penalty: 4383.921387
	Iteration 116Q: 3 clusters Score -931874.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -931879.500000 Penalty: 4383.921387
	Iteration 117Q: 3 clusters Score -931879.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -931883.562500 Penalty: 4383.921387
	Iteration 118Q: 3 clusters Score -931883.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -931890.812500 Penalty: 4383.921387
	Iteration 119Q: 3 clusters Score -931890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -931896.750000 Penalty: 4383.921387
	Iteration 120F: 3 clusters Score -931896.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -931902.000000 Penalty: 4383.921387
	Iteration 121Q: 3 clusters Score -931902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -931908.687500 Penalty: 4383.921387
	Iteration 122Q: 3 clusters Score -931908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -931911.875000 Penalty: 4383.921387
	Iteration 123Q: 3 clusters Score -931911.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -931923.125000 Penalty: 4383.921387
	Iteration 124Q: 3 clusters Score -931923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -931928.437500 Penalty: 4383.921387
	Iteration 125Q: 3 clusters Score -931928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -931933.062500 Penalty: 4383.921387
	Iteration 126Q: 3 clusters Score -931933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -931937.562500 Penalty: 4383.921387
	Iteration 127Q: 3 clusters Score -931937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -931939.937500 Penalty: 4383.921387
	Iteration 128Q: 3 clusters Score -931939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -931945.437500 Penalty: 4383.921387
	Iteration 129Q: 3 clusters Score -931945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -931950.937500 Penalty: 4383.921387
	Iteration 130Q: 3 clusters Score -931950.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -931957.437500 Penalty: 4383.921387
	Iteration 131Q: 3 clusters Score -931957.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -931966.187500 Penalty: 4383.921387
	Iteration 132Q: 3 clusters Score -931966.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -931977.187500 Penalty: 4383.921387
	Iteration 133Q: 3 clusters Score -931977.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -931994.000000 Penalty: 4383.921387
	Iteration 134Q: 3 clusters Score -931994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -932008.812500 Penalty: 4383.921387
	Iteration 135Q: 3 clusters Score -932008.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -932030.500000 Penalty: 4383.921387
	Iteration 136Q: 3 clusters Score -932030.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -932048.437500 Penalty: 4383.921387
	Iteration 137Q: 3 clusters Score -932048.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -932064.687500 Penalty: 4383.921387
	Iteration 138Q: 3 clusters Score -932064.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -932082.437500 Penalty: 4383.921387
	Iteration 139Q: 3 clusters Score -932082.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -932096.625000 Penalty: 4383.921387
	Iteration 140F: 3 clusters Score -932096.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -932115.625000 Penalty: 4383.921387
	Iteration 141Q: 3 clusters Score -932115.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -932130.437500 Penalty: 4383.921387
	Iteration 142Q: 3 clusters Score -932130.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -932141.750000 Penalty: 4383.921387
	Iteration 143Q: 3 clusters Score -932141.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -932152.375000 Penalty: 4383.921387
	Iteration 144Q: 3 clusters Score -932152.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -932167.125000 Penalty: 4383.921387
	Iteration 145Q: 3 clusters Score -932167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -932176.437500 Penalty: 4383.921387
	Iteration 146Q: 3 clusters Score -932176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -932188.937500 Penalty: 4383.921387
	Iteration 147Q: 3 clusters Score -932188.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -932204.500000 Penalty: 4383.921387
	Iteration 148Q: 3 clusters Score -932204.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -932221.687500 Penalty: 4383.921387
	Iteration 149Q: 3 clusters Score -932221.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -932232.125000 Penalty: 4383.921387
	Iteration 150Q: 3 clusters Score -932232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -932241.437500 Penalty: 4383.921387
	Iteration 151Q: 3 clusters Score -932241.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -932256.312500 Penalty: 4383.921387
	Iteration 152Q: 3 clusters Score -932256.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -932264.000000 Penalty: 4383.921387
	Iteration 153Q: 3 clusters Score -932264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -932267.937500 Penalty: 4383.921387
	Iteration 154Q: 3 clusters Score -932267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -932272.000000 Penalty: 4383.921387
	Iteration 155Q: 3 clusters Score -932272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -932278.312500 Penalty: 4383.921387
	Iteration 156Q: 3 clusters Score -932278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -932283.812500 Penalty: 4383.921387
	Iteration 157Q: 3 clusters Score -932283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -932285.500000 Penalty: 4383.921387
	Iteration 158Q: 3 clusters Score -932285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -932287.687500 Penalty: 4383.921387
	Iteration 159Q: 3 clusters Score -932287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -932290.062500 Penalty: 4383.921387
	Iteration 160F: 3 clusters Score -932290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -932291.937500 Penalty: 4383.921387
	Iteration 161Q: 3 clusters Score -932291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -932296.250000 Penalty: 4383.921387
	Iteration 162Q: 3 clusters Score -932296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -932301.562500 Penalty: 4383.921387
	Iteration 163Q: 3 clusters Score -932301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -932309.062500 Penalty: 4383.921387
	Iteration 164Q: 3 clusters Score -932309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -932316.562500 Penalty: 4383.921387
	Iteration 165Q: 3 clusters Score -932316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -932319.062500 Penalty: 4383.921387
	Iteration 166Q: 3 clusters Score -932319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -932326.500000 Penalty: 4383.921387
	Iteration 167Q: 3 clusters Score -932326.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -932335.625000 Penalty: 4383.921387
	Iteration 168Q: 3 clusters Score -932335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -932341.125000 Penalty: 4383.921387
	Iteration 169Q: 3 clusters Score -932341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -932344.375000 Penalty: 4383.921387
	Iteration 170Q: 3 clusters Score -932344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -932349.250000 Penalty: 4383.921387
	Iteration 171Q: 3 clusters Score -932349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -932354.562500 Penalty: 4383.921387
	Iteration 172Q: 3 clusters Score -932354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -932357.250000 Penalty: 4383.921387
	Iteration 173Q: 3 clusters Score -932357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -932362.625000 Penalty: 4383.921387
	Iteration 174Q: 3 clusters Score -932362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -932365.062500 Penalty: 4383.921387
	Iteration 175Q: 3 clusters Score -932365.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -932366.250000 Penalty: 4383.921387
	Iteration 176Q: 3 clusters Score -932366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -932370.812500 Penalty: 4383.921387
	Iteration 177Q: 3 clusters Score -932370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -932369.875000 Penalty: 4383.921387
	Iteration 178Q: 3 clusters Score -932369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -932371.750000 Penalty: 4383.921387
	Iteration 179Q: 3 clusters Score -932371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -932374.687500 Penalty: 4383.921387
	Iteration 180F: 3 clusters Score -932374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -932377.187500 Penalty: 4383.921387
	Iteration 181Q: 3 clusters Score -932377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -932376.125000 Penalty: 4383.921387
	Iteration 182Q: 3 clusters Score -932376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -932378.437500 Penalty: 4383.921387
	Iteration 183Q: 3 clusters Score -932378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -932381.125000 Penalty: 4383.921387
	Iteration 184Q: 3 clusters Score -932381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -932380.375000 Penalty: 4383.921387
	Iteration 185Q: 3 clusters Score -932380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -932380.500000 Penalty: 4383.921387
	Iteration 186Q: 3 clusters Score -932380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -932383.687500 Penalty: 4383.921387
	Iteration 187Q: 3 clusters Score -932383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -932389.812500 Penalty: 4383.921387
	Iteration 188Q: 3 clusters Score -932389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -932391.687500 Penalty: 4383.921387
	Iteration 189Q: 3 clusters Score -932391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -932394.562500 Penalty: 4383.921387
	Iteration 190Q: 3 clusters Score -932394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -932397.875000 Penalty: 4383.921387
	Iteration 191Q: 3 clusters Score -932397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -932397.875000 Penalty: 4383.921387
	Iteration 192F: 3 clusters Score -932397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Entering Unmasked Estep 
Score: -1784541.125000 Penalty: 2355.577881
	Iteration 0F: 2 clusters Score -1784541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1774709.125000 Penalty: 4711.155762
	Iteration 0F: 3 clusters Score -1774709 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1777880.625000 Penalty: 4711.155762
	Iteration 1F: 3 clusters Score -1777881 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1778334.000000 Penalty: 4711.155762
	Iteration 2F: 3 clusters Score -1778334 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1778740.625000 Penalty: 4711.155762
	Iteration 3F: 3 clusters Score -1778741 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1779114.125000 Penalty: 4711.155762
	Iteration 4F: 3 clusters Score -1779114 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1779427.500000 Penalty: 4711.155762
	Iteration 5Q: 3 clusters Score -1779428 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1779726.750000 Penalty: 4711.155762
	Iteration 6Q: 3 clusters Score -1779727 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1780043.500000 Penalty: 4711.155762
	Iteration 7Q: 3 clusters Score -1780044 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1780347.875000 Penalty: 4711.155762
	Iteration 8Q: 3 clusters Score -1780348 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1780690.625000 Penalty: 4711.155762
	Iteration 9Q: 3 clusters Score -1780691 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1781056.750000 Penalty: 4711.155762
	Iteration 10Q: 3 clusters Score -1781057 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1781388.000000 Penalty: 4711.155762
	Iteration 11Q: 3 clusters Score -1781388 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1781680.125000 Penalty: 4711.155762
	Iteration 12Q: 3 clusters Score -1781680 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1781895.125000 Penalty: 4711.155762
	Iteration 13Q: 3 clusters Score -1781895 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1782080.375000 Penalty: 4711.155762
	Iteration 14Q: 3 clusters Score -1782080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1782229.000000 Penalty: 4711.155762
	Iteration 15Q: 3 clusters Score -1782229 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1782351.125000 Penalty: 4711.155762
	Iteration 16Q: 3 clusters Score -1782351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1782447.750000 Penalty: 4711.155762
	Iteration 17Q: 3 clusters Score -1782448 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1782543.125000 Penalty: 4711.155762
	Iteration 18Q: 3 clusters Score -1782543 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1782604.875000 Penalty: 4711.155762
	Iteration 19Q: 3 clusters Score -1782605 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1782651.250000 Penalty: 4711.155762
	Iteration 20F: 3 clusters Score -1782651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1782712.500000 Penalty: 4711.155762
	Iteration 21Q: 3 clusters Score -1782712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1782763.125000 Penalty: 4711.155762
	Iteration 22Q: 3 clusters Score -1782763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1782796.875000 Penalty: 4711.155762
	Iteration 23Q: 3 clusters Score -1782797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1782820.750000 Penalty: 4711.155762
	Iteration 24Q: 3 clusters Score -1782821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1782841.250000 Penalty: 4711.155762
	Iteration 25Q: 3 clusters Score -1782841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1782857.375000 Penalty: 4711.155762
	Iteration 26Q: 3 clusters Score -1782857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1782867.250000 Penalty: 4711.155762
	Iteration 27Q: 3 clusters Score -1782867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1782884.375000 Penalty: 4711.155762
	Iteration 28Q: 3 clusters Score -1782884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1782891.125000 Penalty: 4711.155762
	Iteration 29Q: 3 clusters Score -1782891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1782898.750000 Penalty: 4711.155762
	Iteration 30Q: 3 clusters Score -1782899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1782904.500000 Penalty: 4711.155762
	Iteration 31Q: 3 clusters Score -1782904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1782911.875000 Penalty: 4711.155762
	Iteration 32Q: 3 clusters Score -1782912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1782921.000000 Penalty: 4711.155762
	Iteration 33Q: 3 clusters Score -1782921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1782926.500000 Penalty: 4711.155762
	Iteration 34Q: 3 clusters Score -1782926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1782929.125000 Penalty: 4711.155762
	Iteration 35Q: 3 clusters Score -1782929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1782932.500000 Penalty: 4711.155762
	Iteration 36Q: 3 clusters Score -1782932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1782938.375000 Penalty: 4711.155762
	Iteration 37Q: 3 clusters Score -1782938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1782940.875000 Penalty: 4711.155762
	Iteration 38Q: 3 clusters Score -1782941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1782944.000000 Penalty: 4711.155762
	Iteration 39Q: 3 clusters Score -1782944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1782947.125000 Penalty: 4711.155762
	Iteration 40F: 3 clusters Score -1782947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1782948.875000 Penalty: 4711.155762
	Iteration 41Q: 3 clusters Score -1782949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1782947.125000 Penalty: 4711.155762
	Iteration 42Q: 3 clusters Score -1782947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1782950.875000 Penalty: 4711.155762
	Iteration 43Q: 3 clusters Score -1782951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1782950.125000 Penalty: 4711.155762
	Iteration 44Q: 3 clusters Score -1782950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1782955.250000 Penalty: 4711.155762
	Iteration 45Q: 3 clusters Score -1782955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1782955.625000 Penalty: 4711.155762
	Iteration 46Q: 3 clusters Score -1782956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1782956.875000 Penalty: 4711.155762
	Iteration 47Q: 3 clusters Score -1782957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1782955.625000 Penalty: 4711.155762
	Iteration 48Q: 3 clusters Score -1782956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1782955.625000 Penalty: 4711.155762
	Iteration 49F: 3 clusters Score -1782956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Entering Unmasked Estep 
Score: -6608655.500000 Penalty: 2656.822754
	Iteration 0F: 2 clusters Score -6608656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -6578230.000000 Penalty: 5313.645508
	Iteration 0F: 3 clusters Score -6578230 nChanged 20785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6589888.000000 Penalty: 5313.645508
	Iteration 1F: 3 clusters Score -6589888 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -6590635.500000 Penalty: 5313.645508
	Iteration 2Q: 3 clusters Score -6590636 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6591704.000000 Penalty: 5313.645508
	Iteration 3F: 3 clusters Score -6591704 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6593092.000000 Penalty: 5313.645508
	Iteration 4F: 3 clusters Score -6593092 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -6595256.500000 Penalty: 5313.645508
	Iteration 5F: 3 clusters Score -6595256 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6598110.000000 Penalty: 5313.645508
	Iteration 6F: 3 clusters Score -6598110 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -6601105.500000 Penalty: 5313.645508
	Iteration 7F: 3 clusters Score -6601106 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -6603645.000000 Penalty: 5313.645508
	Iteration 8F: 3 clusters Score -6603645 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6605041.500000 Penalty: 5313.645508
	Iteration 9Q: 3 clusters Score -6605042 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6605508.000000 Penalty: 5313.645508
	Iteration 10Q: 3 clusters Score -6605508 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6605682.000000 Penalty: 5313.645508
	Iteration 11Q: 3 clusters Score -6605682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6605790.000000 Penalty: 5313.645508
	Iteration 12Q: 3 clusters Score -6605790 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6605891.500000 Penalty: 5313.645508
	Iteration 13Q: 3 clusters Score -6605892 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6605948.500000 Penalty: 5313.645508
	Iteration 14Q: 3 clusters Score -6605948 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6605951.000000 Penalty: 5313.645508
	Iteration 15Q: 3 clusters Score -6605951 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6605994.500000 Penalty: 5313.645508
	Iteration 16Q: 3 clusters Score -6605994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6606021.500000 Penalty: 5313.645508
	Iteration 17Q: 3 clusters Score -6606022 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6606040.000000 Penalty: 5313.645508
	Iteration 18Q: 3 clusters Score -6606040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6606052.000000 Penalty: 5313.645508
	Iteration 19Q: 3 clusters Score -6606052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6606083.000000 Penalty: 5313.645508
	Iteration 20F: 3 clusters Score -6606083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6606099.500000 Penalty: 5313.645508
	Iteration 21Q: 3 clusters Score -6606100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6606126.000000 Penalty: 5313.645508
	Iteration 22Q: 3 clusters Score -6606126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6606112.500000 Penalty: 5313.645508
	Iteration 23Q: 3 clusters Score -6606112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6606131.500000 Penalty: 5313.645508
	Iteration 24Q: 3 clusters Score -6606132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6606159.000000 Penalty: 5313.645508
	Iteration 25Q: 3 clusters Score -6606159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6606177.000000 Penalty: 5313.645508
	Iteration 26Q: 3 clusters Score -6606177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6606185.000000 Penalty: 5313.645508
	Iteration 27Q: 3 clusters Score -6606185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6606200.000000 Penalty: 5313.645508
	Iteration 28Q: 3 clusters Score -6606200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6606212.000000 Penalty: 5313.645508
	Iteration 29Q: 3 clusters Score -6606212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6606202.500000 Penalty: 5313.645508
	Iteration 30Q: 3 clusters Score -6606202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6606200.500000 Penalty: 5313.645508
	Iteration 31Q: 3 clusters Score -6606200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6606213.000000 Penalty: 5313.645508
	Iteration 32Q: 3 clusters Score -6606213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6606221.500000 Penalty: 5313.645508
	Iteration 33Q: 3 clusters Score -6606222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6606228.000000 Penalty: 5313.645508
	Iteration 34Q: 3 clusters Score -6606228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6606224.500000 Penalty: 5313.645508
	Iteration 35Q: 3 clusters Score -6606224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6606232.000000 Penalty: 5313.645508
	Iteration 36Q: 3 clusters Score -6606232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6606238.000000 Penalty: 5313.645508
	Iteration 37Q: 3 clusters Score -6606238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6606254.000000 Penalty: 5313.645508
	Iteration 38Q: 3 clusters Score -6606254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6606256.000000 Penalty: 5313.645508
	Iteration 39Q: 3 clusters Score -6606256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6606243.500000 Penalty: 5313.645508
	Iteration 40F: 3 clusters Score -6606244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6606254.000000 Penalty: 5313.645508
	Iteration 41Q: 3 clusters Score -6606254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6606264.000000 Penalty: 5313.645508
	Iteration 42Q: 3 clusters Score -6606264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6606263.000000 Penalty: 5313.645508
	Iteration 43Q: 3 clusters Score -6606263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6606264.500000 Penalty: 5313.645508
	Iteration 44Q: 3 clusters Score -6606264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6606270.000000 Penalty: 5313.645508
	Iteration 45Q: 3 clusters Score -6606270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6606268.000000 Penalty: 5313.645508
	Iteration 46Q: 3 clusters Score -6606268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6606272.500000 Penalty: 5313.645508
	Iteration 47Q: 3 clusters Score -6606272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6606273.500000 Penalty: 5313.645508
	Iteration 48Q: 3 clusters Score -6606274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6606286.500000 Penalty: 5313.645508
	Iteration 49Q: 3 clusters Score -6606286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6606289.500000 Penalty: 5313.645508
	Iteration 50Q: 3 clusters Score -6606290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6606284.500000 Penalty: 5313.645508
	Iteration 51Q: 3 clusters Score -6606284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6606292.000000 Penalty: 5313.645508
	Iteration 52Q: 3 clusters Score -6606292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6606294.000000 Penalty: 5313.645508
	Iteration 53Q: 3 clusters Score -6606294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6606300.500000 Penalty: 5313.645508
	Iteration 54Q: 3 clusters Score -6606300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6606308.000000 Penalty: 5313.645508
	Iteration 55Q: 3 clusters Score -6606308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6606312.000000 Penalty: 5313.645508
	Iteration 56Q: 3 clusters Score -6606312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6606313.500000 Penalty: 5313.645508
	Iteration 57Q: 3 clusters Score -6606314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6606312.500000 Penalty: 5313.645508
	Iteration 58Q: 3 clusters Score -6606312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6606301.500000 Penalty: 5313.645508
	Iteration 59Q: 3 clusters Score -6606302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6606312.000000 Penalty: 5313.645508
	Iteration 60F: 3 clusters Score -6606312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6606306.500000 Penalty: 5313.645508
	Iteration 61Q: 3 clusters Score -6606306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6606319.500000 Penalty: 5313.645508
	Iteration 62Q: 3 clusters Score -6606320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6606318.500000 Penalty: 5313.645508
	Iteration 63Q: 3 clusters Score -6606318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6606322.500000 Penalty: 5313.645508
	Iteration 64Q: 3 clusters Score -6606322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6606325.500000 Penalty: 5313.645508
	Iteration 65Q: 3 clusters Score -6606326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6606326.500000 Penalty: 5313.645508
	Iteration 66Q: 3 clusters Score -6606326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6606333.000000 Penalty: 5313.645508
	Iteration 67Q: 3 clusters Score -6606333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6606330.500000 Penalty: 5313.645508
	Iteration 68Q: 3 clusters Score -6606330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6606332.000000 Penalty: 5313.645508
	Iteration 69Q: 3 clusters Score -6606332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6606330.500000 Penalty: 5313.645508
	Iteration 70Q: 3 clusters Score -6606330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6606335.000000 Penalty: 5313.645508
	Iteration 71Q: 3 clusters Score -6606335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6606329.500000 Penalty: 5313.645508
	Iteration 72Q: 3 clusters Score -6606330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6606335.500000 Penalty: 5313.645508
	Iteration 73Q: 3 clusters Score -6606336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6606331.500000 Penalty: 5313.645508
	Iteration 74Q: 3 clusters Score -6606332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6606334.000000 Penalty: 5313.645508
	Iteration 75Q: 3 clusters Score -6606334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6606338.000000 Penalty: 5313.645508
	Iteration 76Q: 3 clusters Score -6606338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6606342.000000 Penalty: 5313.645508
	Iteration 77Q: 3 clusters Score -6606342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6606338.000000 Penalty: 5313.645508
	Iteration 78Q: 3 clusters Score -6606338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6606342.500000 Penalty: 5313.645508
	Iteration 79Q: 3 clusters Score -6606342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6606344.500000 Penalty: 5313.645508
	Iteration 80F: 3 clusters Score -6606344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6606353.000000 Penalty: 5313.645508
	Iteration 81Q: 3 clusters Score -6606353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6606356.000000 Penalty: 5313.645508
	Iteration 82Q: 3 clusters Score -6606356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6606354.500000 Penalty: 5313.645508
	Iteration 83Q: 3 clusters Score -6606354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6606348.500000 Penalty: 5313.645508
	Iteration 84Q: 3 clusters Score -6606348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6606353.000000 Penalty: 5313.645508
	Iteration 85Q: 3 clusters Score -6606353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6606349.000000 Penalty: 5313.645508
	Iteration 86Q: 3 clusters Score -6606349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6606351.000000 Penalty: 5313.645508
	Iteration 87Q: 3 clusters Score -6606351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6606357.500000 Penalty: 5313.645508
	Iteration 88Q: 3 clusters Score -6606358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6606361.000000 Penalty: 5313.645508
	Iteration 89Q: 3 clusters Score -6606361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6606361.000000 Penalty: 5313.645508
	Iteration 90Q: 3 clusters Score -6606361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6606365.500000 Penalty: 5313.645508
	Iteration 91Q: 3 clusters Score -6606366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6606364.500000 Penalty: 5313.645508
	Iteration 92Q: 3 clusters Score -6606364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6606360.500000 Penalty: 5313.645508
	Iteration 93Q: 3 clusters Score -6606360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6606381.000000 Penalty: 5313.645508
	Iteration 94Q: 3 clusters Score -6606381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6606390.500000 Penalty: 5313.645508
	Iteration 95Q: 3 clusters Score -6606390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6606382.000000 Penalty: 5313.645508
	Iteration 96Q: 3 clusters Score -6606382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6606389.000000 Penalty: 5313.645508
	Iteration 97Q: 3 clusters Score -6606389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6606397.500000 Penalty: 5313.645508
	Iteration 98Q: 3 clusters Score -6606398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6606404.000000 Penalty: 5313.645508
	Iteration 99Q: 3 clusters Score -6606404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6606413.500000 Penalty: 5313.645508
	Iteration 100F: 3 clusters Score -6606414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6606412.500000 Penalty: 5313.645508
	Iteration 101Q: 3 clusters Score -6606412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6606414.500000 Penalty: 5313.645508
	Iteration 102Q: 3 clusters Score -6606414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6606421.000000 Penalty: 5313.645508
	Iteration 103Q: 3 clusters Score -6606421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6606418.000000 Penalty: 5313.645508
	Iteration 104Q: 3 clusters Score -6606418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6606417.000000 Penalty: 5313.645508
	Iteration 105Q: 3 clusters Score -6606417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6606407.500000 Penalty: 5313.645508
	Iteration 106Q: 3 clusters Score -6606408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6606416.500000 Penalty: 5313.645508
	Iteration 107Q: 3 clusters Score -6606416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6606426.500000 Penalty: 5313.645508
	Iteration 108Q: 3 clusters Score -6606426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6606426.500000 Penalty: 5313.645508
	Iteration 109Q: 3 clusters Score -6606426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6606430.500000 Penalty: 5313.645508
	Iteration 110Q: 3 clusters Score -6606430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6606432.500000 Penalty: 5313.645508
	Iteration 111Q: 3 clusters Score -6606432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6606431.500000 Penalty: 5313.645508
	Iteration 112Q: 3 clusters Score -6606432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6606432.500000 Penalty: 5313.645508
	Iteration 113Q: 3 clusters Score -6606432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6606432.000000 Penalty: 5313.645508
	Iteration 114Q: 3 clusters Score -6606432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6606432.500000 Penalty: 5313.645508
	Iteration 115Q: 3 clusters Score -6606432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6606434.500000 Penalty: 5313.645508
	Iteration 116Q: 3 clusters Score -6606434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6606432.000000 Penalty: 5313.645508
	Iteration 117Q: 3 clusters Score -6606432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6606436.000000 Penalty: 5313.645508
	Iteration 118Q: 3 clusters Score -6606436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6606432.000000 Penalty: 5313.645508
	Iteration 119Q: 3 clusters Score -6606432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6606432.000000 Penalty: 5313.645508
	Iteration 120F: 3 clusters Score -6606432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120034 members 
Entering Unmasked Estep 
Score: -17638280.000000 Penalty: 2900.491455
	Iteration 0F: 2 clusters Score -1.763828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -17559648.000000 Penalty: 5800.982910
	Iteration 0F: 3 clusters Score -1.755965e+07 nChanged 57160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -17592756.000000 Penalty: 5800.982910
	Iteration 1F: 3 clusters Score -1.759276e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -17594634.000000 Penalty: 5800.982910
	Iteration 2Q: 3 clusters Score -1.759463e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -17597306.000000 Penalty: 5800.982910
	Iteration 3Q: 3 clusters Score -1.759731e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -17601136.000000 Penalty: 5800.982910
	Iteration 4F: 3 clusters Score -1.760114e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -17606022.000000 Penalty: 5800.982910
	Iteration 5F: 3 clusters Score -1.760602e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -17612010.000000 Penalty: 5800.982910
	Iteration 6F: 3 clusters Score -1.761201e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -17618734.000000 Penalty: 5800.982910
	Iteration 7F: 3 clusters Score -1.761873e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -17624160.000000 Penalty: 5800.982910
	Iteration 8F: 3 clusters Score -1.762416e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -17626750.000000 Penalty: 5800.982910
	Iteration 9Q: 3 clusters Score -1.762675e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -17628008.000000 Penalty: 5800.982910
	Iteration 10Q: 3 clusters Score -1.762801e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -17628656.000000 Penalty: 5800.982910
	Iteration 11Q: 3 clusters Score -1.762866e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -17629142.000000 Penalty: 5800.982910
	Iteration 12Q: 3 clusters Score -1.762914e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -17629594.000000 Penalty: 5800.982910
	Iteration 13Q: 3 clusters Score -1.762959e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -17629956.000000 Penalty: 5800.982910
	Iteration 14Q: 3 clusters Score -1.762996e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -17630158.000000 Penalty: 5800.982910
	Iteration 15Q: 3 clusters Score -1.763016e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -17630436.000000 Penalty: 5800.982910
	Iteration 16Q: 3 clusters Score -1.763044e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -17630614.000000 Penalty: 5800.982910
	Iteration 17Q: 3 clusters Score -1.763061e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -17630764.000000 Penalty: 5800.982910
	Iteration 18Q: 3 clusters Score -1.763076e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -17630784.000000 Penalty: 5800.982910
	Iteration 19Q: 3 clusters Score -1.763078e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -17630890.000000 Penalty: 5800.982910
	Iteration 20F: 3 clusters Score -1.763089e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -17631062.000000 Penalty: 5800.982910
	Iteration 21Q: 3 clusters Score -1.763106e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -17631270.000000 Penalty: 5800.982910
	Iteration 22Q: 3 clusters Score -1.763127e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -17631402.000000 Penalty: 5800.982910
	Iteration 23Q: 3 clusters Score -1.76314e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -17631522.000000 Penalty: 5800.982910
	Iteration 24Q: 3 clusters Score -1.763152e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -17631680.000000 Penalty: 5800.982910
	Iteration 25Q: 3 clusters Score -1.763168e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -17631822.000000 Penalty: 5800.982910
	Iteration 26Q: 3 clusters Score -1.763182e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -17631910.000000 Penalty: 5800.982910
	Iteration 27Q: 3 clusters Score -1.763191e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -17632138.000000 Penalty: 5800.982910
	Iteration 28Q: 3 clusters Score -1.763214e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -17632296.000000 Penalty: 5800.982910
	Iteration 29Q: 3 clusters Score -1.76323e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -17632412.000000 Penalty: 5800.982910
	Iteration 30Q: 3 clusters Score -1.763241e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -17632504.000000 Penalty: 5800.982910
	Iteration 31Q: 3 clusters Score -1.76325e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -17632630.000000 Penalty: 5800.982910
	Iteration 32Q: 3 clusters Score -1.763263e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -17632670.000000 Penalty: 5800.982910
	Iteration 33Q: 3 clusters Score -1.763267e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -17632818.000000 Penalty: 5800.982910
	Iteration 34Q: 3 clusters Score -1.763282e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -17632990.000000 Penalty: 5800.982910
	Iteration 35Q: 3 clusters Score -1.763299e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -17633052.000000 Penalty: 5800.982910
	Iteration 36Q: 3 clusters Score -1.763305e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -17633242.000000 Penalty: 5800.982910
	Iteration 37Q: 3 clusters Score -1.763324e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -17633416.000000 Penalty: 5800.982910
	Iteration 38Q: 3 clusters Score -1.763342e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -17633622.000000 Penalty: 5800.982910
	Iteration 39Q: 3 clusters Score -1.763362e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -17633806.000000 Penalty: 5800.982910
	Iteration 40F: 3 clusters Score -1.763381e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -17634004.000000 Penalty: 5800.982910
	Iteration 41Q: 3 clusters Score -1.7634e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -17634294.000000 Penalty: 5800.982910
	Iteration 42Q: 3 clusters Score -1.763429e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -17634542.000000 Penalty: 5800.982910
	Iteration 43Q: 3 clusters Score -1.763454e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -17634812.000000 Penalty: 5800.982910
	Iteration 44Q: 3 clusters Score -1.763481e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -17635076.000000 Penalty: 5800.982910
	Iteration 45Q: 3 clusters Score -1.763508e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -17635312.000000 Penalty: 5800.982910
	Iteration 46Q: 3 clusters Score -1.763531e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -17635486.000000 Penalty: 5800.982910
	Iteration 47Q: 3 clusters Score -1.763549e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -17635642.000000 Penalty: 5800.982910
	Iteration 48Q: 3 clusters Score -1.763564e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -17635860.000000 Penalty: 5800.982910
	Iteration 49Q: 3 clusters Score -1.763586e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -17635980.000000 Penalty: 5800.982910
	Iteration 50Q: 3 clusters Score -1.763598e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -17636078.000000 Penalty: 5800.982910
	Iteration 51Q: 3 clusters Score -1.763608e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112797 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -17636248.000000 Penalty: 5800.982910
	Iteration 52Q: 3 clusters Score -1.763625e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113703 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -17636336.000000 Penalty: 5800.982910
	Iteration 53Q: 3 clusters Score -1.763634e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -17636392.000000 Penalty: 5800.982910
	Iteration 54Q: 3 clusters Score -1.763639e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -17636424.000000 Penalty: 5800.982910
	Iteration 55Q: 3 clusters Score -1.763642e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -17636518.000000 Penalty: 5800.982910
	Iteration 56Q: 3 clusters Score -1.763652e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -17636556.000000 Penalty: 5800.982910
	Iteration 57Q: 3 clusters Score -1.763656e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -17636550.000000 Penalty: 5800.982910
	Iteration 58Q: 3 clusters Score -1.763655e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17636620.000000 Penalty: 5800.982910
	Iteration 59Q: 3 clusters Score -1.763662e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17636590.000000 Penalty: 5800.982910
	Iteration 60F: 3 clusters Score -1.763659e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -17636584.000000 Penalty: 5800.982910
	Iteration 61Q: 3 clusters Score -1.763658e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17636620.000000 Penalty: 5800.982910
	Iteration 62Q: 3 clusters Score -1.763662e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -17636630.000000 Penalty: 5800.982910
	Iteration 63Q: 3 clusters Score -1.763663e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -17636636.000000 Penalty: 5800.982910
	Iteration 64Q: 3 clusters Score -1.763664e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17636616.000000 Penalty: 5800.982910
	Iteration 65Q: 3 clusters Score -1.763662e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118273 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17636582.000000 Penalty: 5800.982910
	Iteration 66Q: 3 clusters Score -1.763658e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -17636558.000000 Penalty: 5800.982910
	Iteration 67Q: 3 clusters Score -1.763656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17636556.000000 Penalty: 5800.982910
	Iteration 68Q: 3 clusters Score -1.763656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17636564.000000 Penalty: 5800.982910
	Iteration 69Q: 3 clusters Score -1.763656e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118511 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17636550.000000 Penalty: 5800.982910
	Iteration 70Q: 3 clusters Score -1.763655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -17636552.000000 Penalty: 5800.982910
	Iteration 71Q: 3 clusters Score -1.763655e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17636508.000000 Penalty: 5800.982910
	Iteration 72Q: 3 clusters Score -1.763651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17636512.000000 Penalty: 5800.982910
	Iteration 73Q: 3 clusters Score -1.763651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17636500.000000 Penalty: 5800.982910
	Iteration 74Q: 3 clusters Score -1.76365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17636490.000000 Penalty: 5800.982910
	Iteration 75Q: 3 clusters Score -1.763649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17636472.000000 Penalty: 5800.982910
	Iteration 76Q: 3 clusters Score -1.763647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17636502.000000 Penalty: 5800.982910
	Iteration 77Q: 3 clusters Score -1.76365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -17636500.000000 Penalty: 5800.982910
	Iteration 78Q: 3 clusters Score -1.76365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118820 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17636514.000000 Penalty: 5800.982910
	Iteration 79Q: 3 clusters Score -1.763651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118848 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -17636500.000000 Penalty: 5800.982910
	Iteration 80F: 3 clusters Score -1.76365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17636508.000000 Penalty: 5800.982910
	Iteration 81Q: 3 clusters Score -1.763651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17636488.000000 Penalty: 5800.982910
	Iteration 82Q: 3 clusters Score -1.763649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17636460.000000 Penalty: 5800.982910
	Iteration 83Q: 3 clusters Score -1.763646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17636456.000000 Penalty: 5800.982910
	Iteration 84Q: 3 clusters Score -1.763646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17636474.000000 Penalty: 5800.982910
	Iteration 85Q: 3 clusters Score -1.763647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17636456.000000 Penalty: 5800.982910
	Iteration 86Q: 3 clusters Score -1.763646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17636438.000000 Penalty: 5800.982910
	Iteration 87Q: 3 clusters Score -1.763644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17636464.000000 Penalty: 5800.982910
	Iteration 88Q: 3 clusters Score -1.763646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17636448.000000 Penalty: 5800.982910
	Iteration 89Q: 3 clusters Score -1.763645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -17636442.000000 Penalty: 5800.982910
	Iteration 90Q: 3 clusters Score -1.763644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -17636438.000000 Penalty: 5800.982910
	Iteration 91Q: 3 clusters Score -1.763644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17636438.000000 Penalty: 5800.982910
	Iteration 92Q: 3 clusters Score -1.763644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17636432.000000 Penalty: 5800.982910
	Iteration 93Q: 3 clusters Score -1.763643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17636434.000000 Penalty: 5800.982910
	Iteration 94Q: 3 clusters Score -1.763643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17636434.000000 Penalty: 5800.982910
	Iteration 95Q: 3 clusters Score -1.763643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17636416.000000 Penalty: 5800.982910
	Iteration 96Q: 3 clusters Score -1.763642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17636424.000000 Penalty: 5800.982910
	Iteration 97Q: 3 clusters Score -1.763642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17636428.000000 Penalty: 5800.982910
	Iteration 98Q: 3 clusters Score -1.763643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17636420.000000 Penalty: 5800.982910
	Iteration 99Q: 3 clusters Score -1.763642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -17636430.000000 Penalty: 5800.982910
	Iteration 100F: 3 clusters Score -1.763643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -17636422.000000 Penalty: 5800.982910
	Iteration 101Q: 3 clusters Score -1.763642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -17636428.000000 Penalty: 5800.982910
	Iteration 102Q: 3 clusters Score -1.763643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -17636428.000000 Penalty: 5800.982910
	Iteration 103F: 3 clusters Score -1.763643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -1244286.500000 Penalty: 2252.433594
	Iteration 0F: 2 clusters Score -1244286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1237366.500000 Penalty: 4504.867188
	Iteration 0F: 3 clusters Score -1237366 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1239441.625000 Penalty: 4504.867188
	Iteration 1F: 3 clusters Score -1239442 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1239840.000000 Penalty: 4504.867188
	Iteration 2F: 3 clusters Score -1239840 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1240159.875000 Penalty: 4504.867188
	Iteration 3F: 3 clusters Score -1240160 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1240429.125000 Penalty: 4504.867188
	Iteration 4F: 3 clusters Score -1240429 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1240673.375000 Penalty: 4504.867188
	Iteration 5Q: 3 clusters Score -1240673 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1240929.875000 Penalty: 4504.867188
	Iteration 6Q: 3 clusters Score -1240930 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1241141.125000 Penalty: 4504.867188
	Iteration 7Q: 3 clusters Score -1241141 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1241347.250000 Penalty: 4504.867188
	Iteration 8Q: 3 clusters Score -1241347 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1241492.250000 Penalty: 4504.867188
	Iteration 9Q: 3 clusters Score -1241492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1241586.250000 Penalty: 4504.867188
	Iteration 10Q: 3 clusters Score -1241586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1241666.000000 Penalty: 4504.867188
	Iteration 11Q: 3 clusters Score -1241666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1241737.125000 Penalty: 4504.867188
	Iteration 12Q: 3 clusters Score -1241737 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1241810.250000 Penalty: 4504.867188
	Iteration 13Q: 3 clusters Score -1241810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1241885.250000 Penalty: 4504.867188
	Iteration 14Q: 3 clusters Score -1241885 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1241959.750000 Penalty: 4504.867188
	Iteration 15Q: 3 clusters Score -1241960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1242019.375000 Penalty: 4504.867188
	Iteration 16Q: 3 clusters Score -1242019 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1242085.125000 Penalty: 4504.867188
	Iteration 17Q: 3 clusters Score -1242085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1242157.250000 Penalty: 4504.867188
	Iteration 18Q: 3 clusters Score -1242157 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1242226.375000 Penalty: 4504.867188
	Iteration 19Q: 3 clusters Score -1242226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1242275.625000 Penalty: 4504.867188
	Iteration 20F: 3 clusters Score -1242276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1242320.250000 Penalty: 4504.867188
	Iteration 21Q: 3 clusters Score -1242320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1242360.875000 Penalty: 4504.867188
	Iteration 22Q: 3 clusters Score -1242361 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1242398.250000 Penalty: 4504.867188
	Iteration 23Q: 3 clusters Score -1242398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1242432.125000 Penalty: 4504.867188
	Iteration 24Q: 3 clusters Score -1242432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1242458.000000 Penalty: 4504.867188
	Iteration 25Q: 3 clusters Score -1242458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1242481.000000 Penalty: 4504.867188
	Iteration 26Q: 3 clusters Score -1242481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1242501.875000 Penalty: 4504.867188
	Iteration 27Q: 3 clusters Score -1242502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1242526.375000 Penalty: 4504.867188
	Iteration 28Q: 3 clusters Score -1242526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1242560.250000 Penalty: 4504.867188
	Iteration 29Q: 3 clusters Score -1242560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1242599.625000 Penalty: 4504.867188
	Iteration 30Q: 3 clusters Score -1242600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1242650.000000 Penalty: 4504.867188
	Iteration 31Q: 3 clusters Score -1242650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1242741.375000 Penalty: 4504.867188
	Iteration 32Q: 3 clusters Score -1242741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1242851.000000 Penalty: 4504.867188
	Iteration 33Q: 3 clusters Score -1242851 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1242961.000000 Penalty: 4504.867188
	Iteration 34Q: 3 clusters Score -1242961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1243034.250000 Penalty: 4504.867188
	Iteration 35Q: 3 clusters Score -1243034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1243065.500000 Penalty: 4504.867188
	Iteration 36Q: 3 clusters Score -1243066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1243076.500000 Penalty: 4504.867188
	Iteration 37Q: 3 clusters Score -1243076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1243090.375000 Penalty: 4504.867188
	Iteration 38Q: 3 clusters Score -1243090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1243091.250000 Penalty: 4504.867188
	Iteration 39Q: 3 clusters Score -1243091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1243102.500000 Penalty: 4504.867188
	Iteration 40F: 3 clusters Score -1243102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1243104.625000 Penalty: 4504.867188
	Iteration 41Q: 3 clusters Score -1243105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1243105.000000 Penalty: 4504.867188
	Iteration 42Q: 3 clusters Score -1243105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1243111.625000 Penalty: 4504.867188
	Iteration 43Q: 3 clusters Score -1243112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1243109.250000 Penalty: 4504.867188
	Iteration 44Q: 3 clusters Score -1243109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1243110.250000 Penalty: 4504.867188
	Iteration 45Q: 3 clusters Score -1243110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1243111.375000 Penalty: 4504.867188
	Iteration 46Q: 3 clusters Score -1243111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1243112.250000 Penalty: 4504.867188
	Iteration 47Q: 3 clusters Score -1243112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1243111.375000 Penalty: 4504.867188
	Iteration 48Q: 3 clusters Score -1243111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1243115.625000 Penalty: 4504.867188
	Iteration 49Q: 3 clusters Score -1243116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1243116.875000 Penalty: 4504.867188
	Iteration 50Q: 3 clusters Score -1243117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1243116.625000 Penalty: 4504.867188
	Iteration 51Q: 3 clusters Score -1243117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1243117.125000 Penalty: 4504.867188
	Iteration 52Q: 3 clusters Score -1243117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1243118.000000 Penalty: 4504.867188
	Iteration 53Q: 3 clusters Score -1243118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1243116.625000 Penalty: 4504.867188
	Iteration 54Q: 3 clusters Score -1243117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1243116.000000 Penalty: 4504.867188
	Iteration 55Q: 3 clusters Score -1243116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1243116.125000 Penalty: 4504.867188
	Iteration 56Q: 3 clusters Score -1243116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1243116.125000 Penalty: 4504.867188
	Iteration 57F: 3 clusters Score -1243116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Entering Unmasked Estep 
Score: -5977800.500000 Penalty: 2637.924561
	Iteration 0F: 2 clusters Score -5977800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5949774.500000 Penalty: 5275.849121
	Iteration 0F: 3 clusters Score -5949774 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5960299.000000 Penalty: 5275.849121
	Iteration 1F: 3 clusters Score -5960299 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5960892.000000 Penalty: 5275.849121
	Iteration 2Q: 3 clusters Score -5960892 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5961472.500000 Penalty: 5275.849121
	Iteration 3Q: 3 clusters Score -5961472 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5962058.500000 Penalty: 5275.849121
	Iteration 4Q: 3 clusters Score -5962058 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5962734.000000 Penalty: 5275.849121
	Iteration 5Q: 3 clusters Score -5962734 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5963466.000000 Penalty: 5275.849121
	Iteration 6Q: 3 clusters Score -5963466 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5964371.000000 Penalty: 5275.849121
	Iteration 7Q: 3 clusters Score -5964371 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5965343.000000 Penalty: 5275.849121
	Iteration 8Q: 3 clusters Score -5965343 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -5966507.500000 Penalty: 5275.849121
	Iteration 9Q: 3 clusters Score -5966508 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5967736.000000 Penalty: 5275.849121
	Iteration 10Q: 3 clusters Score -5967736 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5968825.500000 Penalty: 5275.849121
	Iteration 11Q: 3 clusters Score -5968826 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5969820.000000 Penalty: 5275.849121
	Iteration 12Q: 3 clusters Score -5969820 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5970750.000000 Penalty: 5275.849121
	Iteration 13Q: 3 clusters Score -5970750 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5971661.500000 Penalty: 5275.849121
	Iteration 14Q: 3 clusters Score -5971662 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5972346.000000 Penalty: 5275.849121
	Iteration 15Q: 3 clusters Score -5972346 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -5972989.000000 Penalty: 5275.849121
	Iteration 16Q: 3 clusters Score -5972989 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5973527.000000 Penalty: 5275.849121
	Iteration 17Q: 3 clusters Score -5973527 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -5973967.500000 Penalty: 5275.849121
	Iteration 18Q: 3 clusters Score -5973968 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5974293.000000 Penalty: 5275.849121
	Iteration 19Q: 3 clusters Score -5974293 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5974550.000000 Penalty: 5275.849121
	Iteration 20F: 3 clusters Score -5974550 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5974751.500000 Penalty: 5275.849121
	Iteration 21Q: 3 clusters Score -5974752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5974905.000000 Penalty: 5275.849121
	Iteration 22Q: 3 clusters Score -5974905 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5975021.500000 Penalty: 5275.849121
	Iteration 23Q: 3 clusters Score -5975022 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -5975109.500000 Penalty: 5275.849121
	Iteration 24Q: 3 clusters Score -5975110 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5975165.000000 Penalty: 5275.849121
	Iteration 25Q: 3 clusters Score -5975165 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5975219.000000 Penalty: 5275.849121
	Iteration 26Q: 3 clusters Score -5975219 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5975295.500000 Penalty: 5275.849121
	Iteration 27Q: 3 clusters Score -5975296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5975315.000000 Penalty: 5275.849121
	Iteration 28Q: 3 clusters Score -5975315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -5975338.500000 Penalty: 5275.849121
	Iteration 29Q: 3 clusters Score -5975338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -5975384.000000 Penalty: 5275.849121
	Iteration 30Q: 3 clusters Score -5975384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5975409.500000 Penalty: 5275.849121
	Iteration 31Q: 3 clusters Score -5975410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5975445.000000 Penalty: 5275.849121
	Iteration 32Q: 3 clusters Score -5975445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5975473.500000 Penalty: 5275.849121
	Iteration 33Q: 3 clusters Score -5975474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5975495.500000 Penalty: 5275.849121
	Iteration 34Q: 3 clusters Score -5975496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5975505.500000 Penalty: 5275.849121
	Iteration 35Q: 3 clusters Score -5975506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5975532.000000 Penalty: 5275.849121
	Iteration 36Q: 3 clusters Score -5975532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5975529.000000 Penalty: 5275.849121
	Iteration 37Q: 3 clusters Score -5975529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5975534.000000 Penalty: 5275.849121
	Iteration 38Q: 3 clusters Score -5975534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5975539.500000 Penalty: 5275.849121
	Iteration 39Q: 3 clusters Score -5975540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5975548.500000 Penalty: 5275.849121
	Iteration 40F: 3 clusters Score -5975548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5975555.500000 Penalty: 5275.849121
	Iteration 41Q: 3 clusters Score -5975556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5975562.500000 Penalty: 5275.849121
	Iteration 42Q: 3 clusters Score -5975562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5975559.500000 Penalty: 5275.849121
	Iteration 43Q: 3 clusters Score -5975560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5975562.500000 Penalty: 5275.849121
	Iteration 44Q: 3 clusters Score -5975562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5975572.500000 Penalty: 5275.849121
	Iteration 45Q: 3 clusters Score -5975572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5975575.500000 Penalty: 5275.849121
	Iteration 46Q: 3 clusters Score -5975576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5975581.500000 Penalty: 5275.849121
	Iteration 47Q: 3 clusters Score -5975582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5975589.000000 Penalty: 5275.849121
	Iteration 48Q: 3 clusters Score -5975589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5975595.000000 Penalty: 5275.849121
	Iteration 49Q: 3 clusters Score -5975595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5975597.500000 Penalty: 5275.849121
	Iteration 50Q: 3 clusters Score -5975598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5975605.000000 Penalty: 5275.849121
	Iteration 51Q: 3 clusters Score -5975605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5975607.500000 Penalty: 5275.849121
	Iteration 52Q: 3 clusters Score -5975608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5975606.000000 Penalty: 5275.849121
	Iteration 53Q: 3 clusters Score -5975606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5975612.000000 Penalty: 5275.849121
	Iteration 54Q: 3 clusters Score -5975612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5975623.000000 Penalty: 5275.849121
	Iteration 55Q: 3 clusters Score -5975623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5975630.500000 Penalty: 5275.849121
	Iteration 56Q: 3 clusters Score -5975630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5975624.500000 Penalty: 5275.849121
	Iteration 57Q: 3 clusters Score -5975624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5975630.000000 Penalty: 5275.849121
	Iteration 58Q: 3 clusters Score -5975630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5975641.000000 Penalty: 5275.849121
	Iteration 59Q: 3 clusters Score -5975641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5975638.500000 Penalty: 5275.849121
	Iteration 60F: 3 clusters Score -5975638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5975642.000000 Penalty: 5275.849121
	Iteration 61Q: 3 clusters Score -5975642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5975635.000000 Penalty: 5275.849121
	Iteration 62Q: 3 clusters Score -5975635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5975640.500000 Penalty: 5275.849121
	Iteration 63Q: 3 clusters Score -5975640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5975649.500000 Penalty: 5275.849121
	Iteration 64Q: 3 clusters Score -5975650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5975651.000000 Penalty: 5275.849121
	Iteration 65Q: 3 clusters Score -5975651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -5975652.500000 Penalty: 5275.849121
	Iteration 66Q: 3 clusters Score -5975652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5975658.500000 Penalty: 5275.849121
	Iteration 67Q: 3 clusters Score -5975658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5975660.500000 Penalty: 5275.849121
	Iteration 68Q: 3 clusters Score -5975660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5975664.500000 Penalty: 5275.849121
	Iteration 69Q: 3 clusters Score -5975664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5975674.000000 Penalty: 5275.849121
	Iteration 70Q: 3 clusters Score -5975674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5975668.500000 Penalty: 5275.849121
	Iteration 71Q: 3 clusters Score -5975668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5975670.500000 Penalty: 5275.849121
	Iteration 72Q: 3 clusters Score -5975670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5975674.000000 Penalty: 5275.849121
	Iteration 73Q: 3 clusters Score -5975674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5975671.000000 Penalty: 5275.849121
	Iteration 74Q: 3 clusters Score -5975671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5975674.500000 Penalty: 5275.849121
	Iteration 75Q: 3 clusters Score -5975674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5975672.500000 Penalty: 5275.849121
	Iteration 76Q: 3 clusters Score -5975672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5975667.000000 Penalty: 5275.849121
	Iteration 77Q: 3 clusters Score -5975667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5975674.000000 Penalty: 5275.849121
	Iteration 78Q: 3 clusters Score -5975674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5975671.500000 Penalty: 5275.849121
	Iteration 79Q: 3 clusters Score -5975672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5975679.000000 Penalty: 5275.849121
	Iteration 80F: 3 clusters Score -5975679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Entering Unmasked Estep 
Score: -4896480.000000 Penalty: 2580.992676
	Iteration 0F: 2 clusters Score -4896480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4873900.000000 Penalty: 5161.985352
	Iteration 0F: 3 clusters Score -4873900 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4882205.000000 Penalty: 5161.985352
	Iteration 1F: 3 clusters Score -4882205 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4882702.000000 Penalty: 5161.985352
	Iteration 2Q: 3 clusters Score -4882702 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4883175.500000 Penalty: 5161.985352
	Iteration 3Q: 3 clusters Score -4883176 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4883638.500000 Penalty: 5161.985352
	Iteration 4Q: 3 clusters Score -4883638 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4884070.000000 Penalty: 5161.985352
	Iteration 5Q: 3 clusters Score -4884070 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4884513.500000 Penalty: 5161.985352
	Iteration 6Q: 3 clusters Score -4884514 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4884956.000000 Penalty: 5161.985352
	Iteration 7Q: 3 clusters Score -4884956 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4885399.500000 Penalty: 5161.985352
	Iteration 8Q: 3 clusters Score -4885400 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4885874.500000 Penalty: 5161.985352
	Iteration 9Q: 3 clusters Score -4885874 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4886460.500000 Penalty: 5161.985352
	Iteration 10Q: 3 clusters Score -4886460 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4887125.500000 Penalty: 5161.985352
	Iteration 11Q: 3 clusters Score -4887126 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4887863.000000 Penalty: 5161.985352
	Iteration 12Q: 3 clusters Score -4887863 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4888551.000000 Penalty: 5161.985352
	Iteration 13Q: 3 clusters Score -4888551 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4889057.000000 Penalty: 5161.985352
	Iteration 14Q: 3 clusters Score -4889057 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4889391.500000 Penalty: 5161.985352
	Iteration 15Q: 3 clusters Score -4889392 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4889534.000000 Penalty: 5161.985352
	Iteration 16Q: 3 clusters Score -4889534 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4889652.000000 Penalty: 5161.985352
	Iteration 17Q: 3 clusters Score -4889652 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4889717.000000 Penalty: 5161.985352
	Iteration 18Q: 3 clusters Score -4889717 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4889819.000000 Penalty: 5161.985352
	Iteration 19Q: 3 clusters Score -4889819 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4889915.000000 Penalty: 5161.985352
	Iteration 20F: 3 clusters Score -4889915 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4889992.000000 Penalty: 5161.985352
	Iteration 21Q: 3 clusters Score -4889992 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4890104.000000 Penalty: 5161.985352
	Iteration 22Q: 3 clusters Score -4890104 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4890190.500000 Penalty: 5161.985352
	Iteration 23Q: 3 clusters Score -4890190 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4890311.500000 Penalty: 5161.985352
	Iteration 24Q: 3 clusters Score -4890312 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4890413.000000 Penalty: 5161.985352
	Iteration 25Q: 3 clusters Score -4890413 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4890559.000000 Penalty: 5161.985352
	Iteration 26Q: 3 clusters Score -4890559 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4890690.500000 Penalty: 5161.985352
	Iteration 27Q: 3 clusters Score -4890690 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4890849.000000 Penalty: 5161.985352
	Iteration 28Q: 3 clusters Score -4890849 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -4891068.500000 Penalty: 5161.985352
	Iteration 29Q: 3 clusters Score -4891068 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4891249.500000 Penalty: 5161.985352
	Iteration 30Q: 3 clusters Score -4891250 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4891464.000000 Penalty: 5161.985352
	Iteration 31Q: 3 clusters Score -4891464 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4891660.000000 Penalty: 5161.985352
	Iteration 32Q: 3 clusters Score -4891660 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4891856.000000 Penalty: 5161.985352
	Iteration 33Q: 3 clusters Score -4891856 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4892039.000000 Penalty: 5161.985352
	Iteration 34Q: 3 clusters Score -4892039 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4892237.500000 Penalty: 5161.985352
	Iteration 35Q: 3 clusters Score -4892238 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4892423.500000 Penalty: 5161.985352
	Iteration 36Q: 3 clusters Score -4892424 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -4892577.500000 Penalty: 5161.985352
	Iteration 37Q: 3 clusters Score -4892578 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4892736.500000 Penalty: 5161.985352
	Iteration 38Q: 3 clusters Score -4892736 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4892839.500000 Penalty: 5161.985352
	Iteration 39Q: 3 clusters Score -4892840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4892937.000000 Penalty: 5161.985352
	Iteration 40F: 3 clusters Score -4892937 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4893028.500000 Penalty: 5161.985352
	Iteration 41Q: 3 clusters Score -4893028 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4893101.500000 Penalty: 5161.985352
	Iteration 42Q: 3 clusters Score -4893102 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4893205.000000 Penalty: 5161.985352
	Iteration 43Q: 3 clusters Score -4893205 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4893285.500000 Penalty: 5161.985352
	Iteration 44Q: 3 clusters Score -4893286 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4893372.500000 Penalty: 5161.985352
	Iteration 45Q: 3 clusters Score -4893372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4893458.000000 Penalty: 5161.985352
	Iteration 46Q: 3 clusters Score -4893458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4893504.000000 Penalty: 5161.985352
	Iteration 47Q: 3 clusters Score -4893504 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4893588.500000 Penalty: 5161.985352
	Iteration 48Q: 3 clusters Score -4893588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -4893660.000000 Penalty: 5161.985352
	Iteration 49Q: 3 clusters Score -4893660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -4893705.500000 Penalty: 5161.985352
	Iteration 50Q: 3 clusters Score -4893706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4893736.000000 Penalty: 5161.985352
	Iteration 51Q: 3 clusters Score -4893736 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4893795.500000 Penalty: 5161.985352
	Iteration 52Q: 3 clusters Score -4893796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4893822.000000 Penalty: 5161.985352
	Iteration 53Q: 3 clusters Score -4893822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4893853.500000 Penalty: 5161.985352
	Iteration 54Q: 3 clusters Score -4893854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4893890.500000 Penalty: 5161.985352
	Iteration 55Q: 3 clusters Score -4893890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4893931.500000 Penalty: 5161.985352
	Iteration 56Q: 3 clusters Score -4893932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4893957.000000 Penalty: 5161.985352
	Iteration 57Q: 3 clusters Score -4893957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -4893989.500000 Penalty: 5161.985352
	Iteration 58Q: 3 clusters Score -4893990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4894009.000000 Penalty: 5161.985352
	Iteration 59Q: 3 clusters Score -4894009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4894027.000000 Penalty: 5161.985352
	Iteration 60F: 3 clusters Score -4894027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4894048.000000 Penalty: 5161.985352
	Iteration 61Q: 3 clusters Score -4894048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4894074.000000 Penalty: 5161.985352
	Iteration 62Q: 3 clusters Score -4894074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4894103.500000 Penalty: 5161.985352
	Iteration 63Q: 3 clusters Score -4894104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4894111.500000 Penalty: 5161.985352
	Iteration 64Q: 3 clusters Score -4894112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4894140.500000 Penalty: 5161.985352
	Iteration 65Q: 3 clusters Score -4894140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4894145.500000 Penalty: 5161.985352
	Iteration 66Q: 3 clusters Score -4894146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4894159.000000 Penalty: 5161.985352
	Iteration 67Q: 3 clusters Score -4894159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4894167.000000 Penalty: 5161.985352
	Iteration 68Q: 3 clusters Score -4894167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4894180.500000 Penalty: 5161.985352
	Iteration 69Q: 3 clusters Score -4894180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4894185.500000 Penalty: 5161.985352
	Iteration 70Q: 3 clusters Score -4894186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4894191.000000 Penalty: 5161.985352
	Iteration 71Q: 3 clusters Score -4894191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4894206.500000 Penalty: 5161.985352
	Iteration 72Q: 3 clusters Score -4894206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4894204.500000 Penalty: 5161.985352
	Iteration 73Q: 3 clusters Score -4894204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4894212.500000 Penalty: 5161.985352
	Iteration 74Q: 3 clusters Score -4894212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4894213.500000 Penalty: 5161.985352
	Iteration 75Q: 3 clusters Score -4894214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4894221.500000 Penalty: 5161.985352
	Iteration 76Q: 3 clusters Score -4894222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4894222.000000 Penalty: 5161.985352
	Iteration 77Q: 3 clusters Score -4894222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4894232.000000 Penalty: 5161.985352
	Iteration 78Q: 3 clusters Score -4894232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4894233.000000 Penalty: 5161.985352
	Iteration 79Q: 3 clusters Score -4894233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4894232.000000 Penalty: 5161.985352
	Iteration 80F: 3 clusters Score -4894232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4894250.500000 Penalty: 5161.985352
	Iteration 81Q: 3 clusters Score -4894250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4894261.000000 Penalty: 5161.985352
	Iteration 82Q: 3 clusters Score -4894261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4894263.500000 Penalty: 5161.985352
	Iteration 83Q: 3 clusters Score -4894264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4894263.500000 Penalty: 5161.985352
	Iteration 84Q: 3 clusters Score -4894264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4894276.500000 Penalty: 5161.985352
	Iteration 85Q: 3 clusters Score -4894276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4894275.500000 Penalty: 5161.985352
	Iteration 86Q: 3 clusters Score -4894276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4894278.000000 Penalty: 5161.985352
	Iteration 87Q: 3 clusters Score -4894278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4894270.000000 Penalty: 5161.985352
	Iteration 88Q: 3 clusters Score -4894270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4894278.500000 Penalty: 5161.985352
	Iteration 89Q: 3 clusters Score -4894278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4894280.500000 Penalty: 5161.985352
	Iteration 90Q: 3 clusters Score -4894280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4894286.000000 Penalty: 5161.985352
	Iteration 91Q: 3 clusters Score -4894286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4894291.000000 Penalty: 5161.985352
	Iteration 92Q: 3 clusters Score -4894291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4894290.000000 Penalty: 5161.985352
	Iteration 93Q: 3 clusters Score -4894290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4894295.000000 Penalty: 5161.985352
	Iteration 94Q: 3 clusters Score -4894295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4894295.000000 Penalty: 5161.985352
	Iteration 95F: 3 clusters Score -4894295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Entering Unmasked Estep 
Score: -5875528.000000 Penalty: 2625.560547
	Iteration 0F: 2 clusters Score -5875528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5848651.000000 Penalty: 5251.121094
	Iteration 0F: 3 clusters Score -5848651 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5858457.000000 Penalty: 5251.121094
	Iteration 1F: 3 clusters Score -5858457 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5858958.000000 Penalty: 5251.121094
	Iteration 2Q: 3 clusters Score -5858958 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5859461.500000 Penalty: 5251.121094
	Iteration 3Q: 3 clusters Score -5859462 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5859870.000000 Penalty: 5251.121094
	Iteration 4Q: 3 clusters Score -5859870 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5860395.500000 Penalty: 5251.121094
	Iteration 5Q: 3 clusters Score -5860396 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5860992.000000 Penalty: 5251.121094
	Iteration 6Q: 3 clusters Score -5860992 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -5861863.000000 Penalty: 5251.121094
	Iteration 7Q: 3 clusters Score -5861863 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5863097.500000 Penalty: 5251.121094
	Iteration 8F: 3 clusters Score -5863098 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5864805.000000 Penalty: 5251.121094
	Iteration 9F: 3 clusters Score -5864805 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5867099.500000 Penalty: 5251.121094
	Iteration 10F: 3 clusters Score -5867100 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5869351.000000 Penalty: 5251.121094
	Iteration 11F: 3 clusters Score -5869351 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5871143.500000 Penalty: 5251.121094
	Iteration 12F: 3 clusters Score -5871144 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5872256.500000 Penalty: 5251.121094
	Iteration 13Q: 3 clusters Score -5872256 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5872722.500000 Penalty: 5251.121094
	Iteration 14Q: 3 clusters Score -5872722 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5872940.000000 Penalty: 5251.121094
	Iteration 15Q: 3 clusters Score -5872940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5873063.000000 Penalty: 5251.121094
	Iteration 16Q: 3 clusters Score -5873063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5873151.000000 Penalty: 5251.121094
	Iteration 17Q: 3 clusters Score -5873151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5873198.000000 Penalty: 5251.121094
	Iteration 18Q: 3 clusters Score -5873198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5873210.500000 Penalty: 5251.121094
	Iteration 19Q: 3 clusters Score -5873210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5873223.000000 Penalty: 5251.121094
	Iteration 20F: 3 clusters Score -5873223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5873233.000000 Penalty: 5251.121094
	Iteration 21Q: 3 clusters Score -5873233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -5873235.500000 Penalty: 5251.121094
	Iteration 22Q: 3 clusters Score -5873236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5873242.000000 Penalty: 5251.121094
	Iteration 23Q: 3 clusters Score -5873242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5873246.000000 Penalty: 5251.121094
	Iteration 24Q: 3 clusters Score -5873246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5873253.000000 Penalty: 5251.121094
	Iteration 25Q: 3 clusters Score -5873253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5873254.000000 Penalty: 5251.121094
	Iteration 26Q: 3 clusters Score -5873254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5873252.500000 Penalty: 5251.121094
	Iteration 27Q: 3 clusters Score -5873252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5873252.500000 Penalty: 5251.121094
	Iteration 28F: 3 clusters Score -5873252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -83267.398438 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -83267.4 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 383 members 
Entering Unmasked Estep 
Score: -81609.156250 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -81609.16 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81903.437500 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -81903.44 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82147.554688 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -82147.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82698.726562 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -82698.73 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -83274.289062 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -83274.29 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83633.421875 Penalty: 3314.325684
	Iteration 5F: 3 clusters Score -83633.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -83796.812500 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -83796.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83862.242188 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -83862.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83867.625000 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -83867.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83869.218750 Penalty: 3314.325684
	Iteration 9F: 3 clusters Score -83869.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83928.351562 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -83928.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -83934.375000 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -83934.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83991.007812 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -83991.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83991.007812 Penalty: 3314.325684
	Iteration 13F: 3 clusters Score -83991.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 120034 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41639 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 39614 members 
Mstep: Class 10 contains 141 members 
Mstep: Class 11 contains 39894 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28553 members 
Mstep: Class 18 contains 43773 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97721 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192675 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 657 members 
Entering Unmasked Estep 
Score: -128965112.000000 Penalty: 105449.875000
Splitting cluster 10 changes total score from -128966376.000000 to -128965112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Entering Unmasked Estep 
Score: -5521608.500000 Penalty: 2627.307129
	Iteration 0F: 2 clusters Score -5521608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5494355.000000 Penalty: 5254.614258
	Iteration 0F: 3 clusters Score -5494355 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5504792.500000 Penalty: 5254.614258
	Iteration 1F: 3 clusters Score -5504792 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5505466.500000 Penalty: 5254.614258
	Iteration 2Q: 3 clusters Score -5505466 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5506147.000000 Penalty: 5254.614258
	Iteration 3Q: 3 clusters Score -5506147 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5506830.500000 Penalty: 5254.614258
	Iteration 4Q: 3 clusters Score -5506830 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5507481.500000 Penalty: 5254.614258
	Iteration 5Q: 3 clusters Score -5507482 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5508072.500000 Penalty: 5254.614258
	Iteration 6Q: 3 clusters Score -5508072 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5508662.500000 Penalty: 5254.614258
	Iteration 7Q: 3 clusters Score -5508662 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5509319.000000 Penalty: 5254.614258
	Iteration 8Q: 3 clusters Score -5509319 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5510047.500000 Penalty: 5254.614258
	Iteration 9Q: 3 clusters Score -5510048 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5510963.000000 Penalty: 5254.614258
	Iteration 10Q: 3 clusters Score -5510963 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5511889.500000 Penalty: 5254.614258
	Iteration 11Q: 3 clusters Score -5511890 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5512906.500000 Penalty: 5254.614258
	Iteration 12Q: 3 clusters Score -5512906 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -5513715.500000 Penalty: 5254.614258
	Iteration 13Q: 3 clusters Score -5513716 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5514305.000000 Penalty: 5254.614258
	Iteration 14Q: 3 clusters Score -5514305 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -5514706.500000 Penalty: 5254.614258
	Iteration 15Q: 3 clusters Score -5514706 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5514898.000000 Penalty: 5254.614258
	Iteration 16Q: 3 clusters Score -5514898 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5515099.500000 Penalty: 5254.614258
	Iteration 17Q: 3 clusters Score -5515100 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5515244.000000 Penalty: 5254.614258
	Iteration 18Q: 3 clusters Score -5515244 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5515347.000000 Penalty: 5254.614258
	Iteration 19Q: 3 clusters Score -5515347 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5515495.000000 Penalty: 5254.614258
	Iteration 20F: 3 clusters Score -5515495 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5515588.000000 Penalty: 5254.614258
	Iteration 21Q: 3 clusters Score -5515588 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5515711.000000 Penalty: 5254.614258
	Iteration 22Q: 3 clusters Score -5515711 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -5515800.500000 Penalty: 5254.614258
	Iteration 23Q: 3 clusters Score -5515800 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5515904.500000 Penalty: 5254.614258
	Iteration 24Q: 3 clusters Score -5515904 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5516025.500000 Penalty: 5254.614258
	Iteration 25Q: 3 clusters Score -5516026 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5516124.500000 Penalty: 5254.614258
	Iteration 26Q: 3 clusters Score -5516124 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5516257.500000 Penalty: 5254.614258
	Iteration 27Q: 3 clusters Score -5516258 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -5516369.500000 Penalty: 5254.614258
	Iteration 28Q: 3 clusters Score -5516370 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5516509.500000 Penalty: 5254.614258
	Iteration 29Q: 3 clusters Score -5516510 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5516626.000000 Penalty: 5254.614258
	Iteration 30Q: 3 clusters Score -5516626 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -5516749.500000 Penalty: 5254.614258
	Iteration 31Q: 3 clusters Score -5516750 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5516869.000000 Penalty: 5254.614258
	Iteration 32Q: 3 clusters Score -5516869 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -5517009.000000 Penalty: 5254.614258
	Iteration 33Q: 3 clusters Score -5517009 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5517103.500000 Penalty: 5254.614258
	Iteration 34Q: 3 clusters Score -5517104 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5517247.000000 Penalty: 5254.614258
	Iteration 35Q: 3 clusters Score -5517247 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5517426.000000 Penalty: 5254.614258
	Iteration 36Q: 3 clusters Score -5517426 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5517596.500000 Penalty: 5254.614258
	Iteration 37Q: 3 clusters Score -5517596 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5517724.500000 Penalty: 5254.614258
	Iteration 38Q: 3 clusters Score -5517724 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5517890.000000 Penalty: 5254.614258
	Iteration 39Q: 3 clusters Score -5517890 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5518021.500000 Penalty: 5254.614258
	Iteration 40F: 3 clusters Score -5518022 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5518121.500000 Penalty: 5254.614258
	Iteration 41Q: 3 clusters Score -5518122 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5518262.500000 Penalty: 5254.614258
	Iteration 42Q: 3 clusters Score -5518262 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5518358.000000 Penalty: 5254.614258
	Iteration 43Q: 3 clusters Score -5518358 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5518488.000000 Penalty: 5254.614258
	Iteration 44Q: 3 clusters Score -5518488 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5518616.000000 Penalty: 5254.614258
	Iteration 45Q: 3 clusters Score -5518616 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5518757.000000 Penalty: 5254.614258
	Iteration 46Q: 3 clusters Score -5518757 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5518838.000000 Penalty: 5254.614258
	Iteration 47Q: 3 clusters Score -5518838 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5518950.500000 Penalty: 5254.614258
	Iteration 48Q: 3 clusters Score -5518950 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5519060.000000 Penalty: 5254.614258
	Iteration 49Q: 3 clusters Score -5519060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5519175.000000 Penalty: 5254.614258
	Iteration 50Q: 3 clusters Score -5519175 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5519279.500000 Penalty: 5254.614258
	Iteration 51Q: 3 clusters Score -5519280 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5519387.500000 Penalty: 5254.614258
	Iteration 52Q: 3 clusters Score -5519388 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5519475.000000 Penalty: 5254.614258
	Iteration 53Q: 3 clusters Score -5519475 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5519577.500000 Penalty: 5254.614258
	Iteration 54Q: 3 clusters Score -5519578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5519634.500000 Penalty: 5254.614258
	Iteration 55Q: 3 clusters Score -5519634 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5519697.500000 Penalty: 5254.614258
	Iteration 56Q: 3 clusters Score -5519698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5519770.500000 Penalty: 5254.614258
	Iteration 57Q: 3 clusters Score -5519770 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5519817.000000 Penalty: 5254.614258
	Iteration 58Q: 3 clusters Score -5519817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5519874.500000 Penalty: 5254.614258
	Iteration 59Q: 3 clusters Score -5519874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5519902.000000 Penalty: 5254.614258
	Iteration 60F: 3 clusters Score -5519902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5519924.500000 Penalty: 5254.614258
	Iteration 61Q: 3 clusters Score -5519924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5519948.500000 Penalty: 5254.614258
	Iteration 62Q: 3 clusters Score -5519948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5519968.500000 Penalty: 5254.614258
	Iteration 63Q: 3 clusters Score -5519968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5519989.000000 Penalty: 5254.614258
	Iteration 64Q: 3 clusters Score -5519989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5520000.500000 Penalty: 5254.614258
	Iteration 65Q: 3 clusters Score -5520000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5520008.000000 Penalty: 5254.614258
	Iteration 66Q: 3 clusters Score -5520008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5520009.000000 Penalty: 5254.614258
	Iteration 67Q: 3 clusters Score -5520009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5520008.000000 Penalty: 5254.614258
	Iteration 68Q: 3 clusters Score -5520008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5520007.500000 Penalty: 5254.614258
	Iteration 69Q: 3 clusters Score -5520008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5520002.500000 Penalty: 5254.614258
	Iteration 70Q: 3 clusters Score -5520002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5520010.500000 Penalty: 5254.614258
	Iteration 71Q: 3 clusters Score -5520010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5520013.000000 Penalty: 5254.614258
	Iteration 72Q: 3 clusters Score -5520013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5520017.500000 Penalty: 5254.614258
	Iteration 73Q: 3 clusters Score -5520018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5520020.500000 Penalty: 5254.614258
	Iteration 74Q: 3 clusters Score -5520020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5520021.000000 Penalty: 5254.614258
	Iteration 75Q: 3 clusters Score -5520021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5520018.500000 Penalty: 5254.614258
	Iteration 76Q: 3 clusters Score -5520018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5520016.000000 Penalty: 5254.614258
	Iteration 77Q: 3 clusters Score -5520016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5520020.000000 Penalty: 5254.614258
	Iteration 78Q: 3 clusters Score -5520020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5520020.000000 Penalty: 5254.614258
	Iteration 79F: 3 clusters Score -5520020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Entering Unmasked Estep 
Score: -5143339.000000 Penalty: 2592.529053
	Iteration 0F: 2 clusters Score -5143339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5119656.000000 Penalty: 5185.058105
	Iteration 0F: 3 clusters Score -5119656 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5128291.500000 Penalty: 5185.058105
	Iteration 1F: 3 clusters Score -5128292 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -5128809.000000 Penalty: 5185.058105
	Iteration 2Q: 3 clusters Score -5128809 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -5129337.500000 Penalty: 5185.058105
	Iteration 3Q: 3 clusters Score -5129338 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5129926.500000 Penalty: 5185.058105
	Iteration 4Q: 3 clusters Score -5129926 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5130791.000000 Penalty: 5185.058105
	Iteration 5Q: 3 clusters Score -5130791 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5132070.000000 Penalty: 5185.058105
	Iteration 6F: 3 clusters Score -5132070 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5133827.000000 Penalty: 5185.058105
	Iteration 7F: 3 clusters Score -5133827 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5135922.000000 Penalty: 5185.058105
	Iteration 8F: 3 clusters Score -5135922 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -5137949.500000 Penalty: 5185.058105
	Iteration 9F: 3 clusters Score -5137950 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5139376.000000 Penalty: 5185.058105
	Iteration 10Q: 3 clusters Score -5139376 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5140177.500000 Penalty: 5185.058105
	Iteration 11Q: 3 clusters Score -5140178 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -5140579.500000 Penalty: 5185.058105
	Iteration 12Q: 3 clusters Score -5140580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5140750.500000 Penalty: 5185.058105
	Iteration 13Q: 3 clusters Score -5140750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5140840.000000 Penalty: 5185.058105
	Iteration 14Q: 3 clusters Score -5140840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5140887.000000 Penalty: 5185.058105
	Iteration 15Q: 3 clusters Score -5140887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5140926.000000 Penalty: 5185.058105
	Iteration 16Q: 3 clusters Score -5140926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5140955.500000 Penalty: 5185.058105
	Iteration 17Q: 3 clusters Score -5140956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5140975.500000 Penalty: 5185.058105
	Iteration 18Q: 3 clusters Score -5140976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -5140998.000000 Penalty: 5185.058105
	Iteration 19Q: 3 clusters Score -5140998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -5141022.500000 Penalty: 5185.058105
	Iteration 20F: 3 clusters Score -5141022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -5141031.500000 Penalty: 5185.058105
	Iteration 21Q: 3 clusters Score -5141032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -5141040.000000 Penalty: 5185.058105
	Iteration 22Q: 3 clusters Score -5141040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5141049.000000 Penalty: 5185.058105
	Iteration 23Q: 3 clusters Score -5141049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5141047.500000 Penalty: 5185.058105
	Iteration 24Q: 3 clusters Score -5141048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5141060.000000 Penalty: 5185.058105
	Iteration 25Q: 3 clusters Score -5141060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5141063.000000 Penalty: 5185.058105
	Iteration 26Q: 3 clusters Score -5141063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5141068.000000 Penalty: 5185.058105
	Iteration 27Q: 3 clusters Score -5141068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5141070.500000 Penalty: 5185.058105
	Iteration 28Q: 3 clusters Score -5141070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5141070.500000 Penalty: 5185.058105
	Iteration 29Q: 3 clusters Score -5141070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5141073.500000 Penalty: 5185.058105
	Iteration 30Q: 3 clusters Score -5141074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5141070.000000 Penalty: 5185.058105
	Iteration 31Q: 3 clusters Score -5141070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5141071.000000 Penalty: 5185.058105
	Iteration 32Q: 3 clusters Score -5141071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5141075.000000 Penalty: 5185.058105
	Iteration 33Q: 3 clusters Score -5141075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5141076.000000 Penalty: 5185.058105
	Iteration 34Q: 3 clusters Score -5141076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5141074.500000 Penalty: 5185.058105
	Iteration 35Q: 3 clusters Score -5141074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5141077.500000 Penalty: 5185.058105
	Iteration 36Q: 3 clusters Score -5141078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5141077.500000 Penalty: 5185.058105
	Iteration 37F: 3 clusters Score -5141078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -244027.859375 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -244027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -241507.671875 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -241507.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242110.781250 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -242110.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242311.859375 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -242311.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242449.609375 Penalty: 3751.604980
	Iteration 3F: 3 clusters Score -242449.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -242547.640625 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -242547.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242601.859375 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -242601.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242658.468750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -242658.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242712.640625 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -242712.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242764.875000 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -242764.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242795.937500 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -242795.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -242821.031250 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -242821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -242853.343750 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -242853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -242872.875000 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -242872.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -242889.593750 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -242889.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -242906.140625 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -242906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242912.796875 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -242912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242919.875000 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -242919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -242925.093750 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -242925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -242926.593750 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -242926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242927.203125 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -242927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -242927.812500 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -242927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -122375.179688 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -122375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120563.218750 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -120563.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120978.617188 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -120978.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121217.750000 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -121217.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121419.242188 Penalty: 3381.644043
	Iteration 3F: 3 clusters Score -121419.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121685.312500 Penalty: 3381.644043
	Iteration 4F: 3 clusters Score -121685.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121835.820312 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -121835.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121891.929688 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -121891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121914.671875 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -121914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121925.414062 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -121925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121941.890625 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -121941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -121965.953125 Penalty: 3381.644043
	Iteration 10Q: 3 clusters Score -121966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122010.929688 Penalty: 3381.644043
	Iteration 11Q: 3 clusters Score -122010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122073.046875 Penalty: 3381.644043
	Iteration 12Q: 3 clusters Score -122073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122229.398438 Penalty: 3381.644043
	Iteration 13Q: 3 clusters Score -122229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122319.750000 Penalty: 3381.644043
	Iteration 14Q: 3 clusters Score -122319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122400.257812 Penalty: 3381.644043
	Iteration 15Q: 3 clusters Score -122400.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122427.554688 Penalty: 3381.644043
	Iteration 16Q: 3 clusters Score -122427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -122442.429688 Penalty: 3381.644043
	Iteration 17Q: 3 clusters Score -122442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122450.804688 Penalty: 3381.644043
	Iteration 18Q: 3 clusters Score -122450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122457.078125 Penalty: 3381.644043
	Iteration 19Q: 3 clusters Score -122457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -122469.953125 Penalty: 3381.644043
	Iteration 20F: 3 clusters Score -122470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122500.039062 Penalty: 3381.644043
	Iteration 21Q: 3 clusters Score -122500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -122508.203125 Penalty: 3381.644043
	Iteration 22Q: 3 clusters Score -122508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -122513.664062 Penalty: 3381.644043
	Iteration 23Q: 3 clusters Score -122513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -122513.664062 Penalty: 3381.644043
	Iteration 24F: 3 clusters Score -122513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 120034 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41639 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 39614 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39894 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28553 members 
Mstep: Class 18 contains 43773 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97721 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192675 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 376 members 
Entering Unmasked Estep 
Score: -128964352.000000 Penalty: 105449.875000
Splitting cluster 14 changes total score from -128966376.000000 to -128964352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -1531359.000000 Penalty: 2329.731201
	Iteration 0F: 2 clusters Score -1531359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1522408.500000 Penalty: 4659.462402
	Iteration 0F: 3 clusters Score -1522408 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1525233.750000 Penalty: 4659.462402
	Iteration 1F: 3 clusters Score -1525234 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1525831.625000 Penalty: 4659.462402
	Iteration 2F: 3 clusters Score -1525832 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1526481.750000 Penalty: 4659.462402
	Iteration 3F: 3 clusters Score -1526482 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1527210.625000 Penalty: 4659.462402
	Iteration 4F: 3 clusters Score -1527211 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1528107.125000 Penalty: 4659.462402
	Iteration 5F: 3 clusters Score -1528107 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1528996.375000 Penalty: 4659.462402
	Iteration 6F: 3 clusters Score -1528996 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1529745.250000 Penalty: 4659.462402
	Iteration 7F: 3 clusters Score -1529745 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1530244.750000 Penalty: 4659.462402
	Iteration 8F: 3 clusters Score -1530245 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1530517.500000 Penalty: 4659.462402
	Iteration 9Q: 3 clusters Score -1530518 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1530698.750000 Penalty: 4659.462402
	Iteration 10Q: 3 clusters Score -1530699 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1530803.375000 Penalty: 4659.462402
	Iteration 11Q: 3 clusters Score -1530803 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1530868.875000 Penalty: 4659.462402
	Iteration 12Q: 3 clusters Score -1530869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1530898.875000 Penalty: 4659.462402
	Iteration 13Q: 3 clusters Score -1530899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1530924.500000 Penalty: 4659.462402
	Iteration 14Q: 3 clusters Score -1530924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1530940.500000 Penalty: 4659.462402
	Iteration 15Q: 3 clusters Score -1530940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1530951.125000 Penalty: 4659.462402
	Iteration 16Q: 3 clusters Score -1530951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1530955.125000 Penalty: 4659.462402
	Iteration 17Q: 3 clusters Score -1530955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1530960.000000 Penalty: 4659.462402
	Iteration 18Q: 3 clusters Score -1530960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1530964.250000 Penalty: 4659.462402
	Iteration 19Q: 3 clusters Score -1530964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1530964.625000 Penalty: 4659.462402
	Iteration 20F: 3 clusters Score -1530965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1530964.375000 Penalty: 4659.462402
	Iteration 21Q: 3 clusters Score -1530964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1530964.375000 Penalty: 4659.462402
	Iteration 22F: 3 clusters Score -1530964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -436138.062500 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -436138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -432882.062500 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -432882.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -433609.343750 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -433609.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -433819.156250 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -433819.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -433947.968750 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -433948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -434035.468750 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -434035.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -434125.437500 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -434125.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -434211.468750 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -434211.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -434295.812500 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -434295.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -434368.218750 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -434368.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -434458.187500 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -434458.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -434549.281250 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -434549.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -434660.562500 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -434660.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -434762.781250 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -434762.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -434859.312500 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -434859.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -434942.062500 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -434942.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -435004.375000 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -435004.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -435069.250000 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -435069.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -435108.718750 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -435108.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -435153.562500 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -435153.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -435182.281250 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -435182.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -435206.187500 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -435206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -435219.687500 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -435219.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435235.156250 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -435235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -435246.031250 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -435246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -435251.843750 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -435251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -435259.781250 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -435259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -435263.875000 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -435263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -435273.906250 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -435273.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435284.031250 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -435284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435288.031250 Penalty: 3973.302979
	Iteration 29Q: 3 clusters Score -435288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435291.218750 Penalty: 3973.302979
	Iteration 30Q: 3 clusters Score -435291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435293.187500 Penalty: 3973.302979
	Iteration 31Q: 3 clusters Score -435293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -435293.031250 Penalty: 3973.302979
	Iteration 32Q: 3 clusters Score -435293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -435293.031250 Penalty: 3973.302979
	Iteration 33F: 3 clusters Score -435293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Entering Unmasked Estep 
Score: -4146527.500000 Penalty: 2544.360352
	Iteration 0F: 2 clusters Score -4146528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4126933.000000 Penalty: 5088.720703
	Iteration 0F: 3 clusters Score -4126933 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4133849.750000 Penalty: 5088.720703
	Iteration 1F: 3 clusters Score -4133850 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4134335.000000 Penalty: 5088.720703
	Iteration 2Q: 3 clusters Score -4134335 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4134833.250000 Penalty: 5088.720703
	Iteration 3Q: 3 clusters Score -4134833 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4135311.000000 Penalty: 5088.720703
	Iteration 4Q: 3 clusters Score -4135311 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4135809.250000 Penalty: 5088.720703
	Iteration 5Q: 3 clusters Score -4135809 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4136361.000000 Penalty: 5088.720703
	Iteration 6Q: 3 clusters Score -4136361 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4136925.750000 Penalty: 5088.720703
	Iteration 7Q: 3 clusters Score -4136926 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4137528.250000 Penalty: 5088.720703
	Iteration 8Q: 3 clusters Score -4137528 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4138055.000000 Penalty: 5088.720703
	Iteration 9Q: 3 clusters Score -4138055 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4138543.750000 Penalty: 5088.720703
	Iteration 10Q: 3 clusters Score -4138544 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4139022.000000 Penalty: 5088.720703
	Iteration 11Q: 3 clusters Score -4139022 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4139561.750000 Penalty: 5088.720703
	Iteration 12Q: 3 clusters Score -4139562 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4140140.500000 Penalty: 5088.720703
	Iteration 13Q: 3 clusters Score -4140140 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4140731.000000 Penalty: 5088.720703
	Iteration 14Q: 3 clusters Score -4140731 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4141281.000000 Penalty: 5088.720703
	Iteration 15Q: 3 clusters Score -4141281 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4141865.000000 Penalty: 5088.720703
	Iteration 16Q: 3 clusters Score -4141865 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4142424.000000 Penalty: 5088.720703
	Iteration 17Q: 3 clusters Score -4142424 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4142872.250000 Penalty: 5088.720703
	Iteration 18Q: 3 clusters Score -4142872 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4143194.500000 Penalty: 5088.720703
	Iteration 19Q: 3 clusters Score -4143194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4143435.750000 Penalty: 5088.720703
	Iteration 20F: 3 clusters Score -4143436 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4143622.250000 Penalty: 5088.720703
	Iteration 21Q: 3 clusters Score -4143622 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4143780.500000 Penalty: 5088.720703
	Iteration 22Q: 3 clusters Score -4143780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4143904.500000 Penalty: 5088.720703
	Iteration 23Q: 3 clusters Score -4143904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4143983.750000 Penalty: 5088.720703
	Iteration 24Q: 3 clusters Score -4143984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4144065.000000 Penalty: 5088.720703
	Iteration 25Q: 3 clusters Score -4144065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4144098.250000 Penalty: 5088.720703
	Iteration 26Q: 3 clusters Score -4144098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -4144140.250000 Penalty: 5088.720703
	Iteration 27Q: 3 clusters Score -4144140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4144173.750000 Penalty: 5088.720703
	Iteration 28Q: 3 clusters Score -4144174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4144197.750000 Penalty: 5088.720703
	Iteration 29Q: 3 clusters Score -4144198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4144227.500000 Penalty: 5088.720703
	Iteration 30Q: 3 clusters Score -4144228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -4144239.000000 Penalty: 5088.720703
	Iteration 31Q: 3 clusters Score -4144239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4144251.750000 Penalty: 5088.720703
	Iteration 32Q: 3 clusters Score -4144252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4144256.500000 Penalty: 5088.720703
	Iteration 33Q: 3 clusters Score -4144256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4144265.000000 Penalty: 5088.720703
	Iteration 34Q: 3 clusters Score -4144265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4144270.500000 Penalty: 5088.720703
	Iteration 35Q: 3 clusters Score -4144270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4144269.250000 Penalty: 5088.720703
	Iteration 36Q: 3 clusters Score -4144269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4144275.500000 Penalty: 5088.720703
	Iteration 37Q: 3 clusters Score -4144276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4144279.750000 Penalty: 5088.720703
	Iteration 38Q: 3 clusters Score -4144280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -4144283.250000 Penalty: 5088.720703
	Iteration 39Q: 3 clusters Score -4144283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4144283.000000 Penalty: 5088.720703
	Iteration 40F: 3 clusters Score -4144283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4144287.750000 Penalty: 5088.720703
	Iteration 41Q: 3 clusters Score -4144288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -4144290.250000 Penalty: 5088.720703
	Iteration 42Q: 3 clusters Score -4144290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4144291.000000 Penalty: 5088.720703
	Iteration 43Q: 3 clusters Score -4144291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -4144289.500000 Penalty: 5088.720703
	Iteration 44Q: 3 clusters Score -4144290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -4144289.500000 Penalty: 5088.720703
	Iteration 45F: 3 clusters Score -4144290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Entering Unmasked Estep 
Score: -6158108.000000 Penalty: 2650.319580
	Iteration 0F: 2 clusters Score -6158108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6128438.500000 Penalty: 5300.639160
	Iteration 0F: 3 clusters Score -6128438 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6139735.500000 Penalty: 5300.639160
	Iteration 1F: 3 clusters Score -6139736 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -6140342.500000 Penalty: 5300.639160
	Iteration 2Q: 3 clusters Score -6140342 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -6141018.000000 Penalty: 5300.639160
	Iteration 3Q: 3 clusters Score -6141018 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6141936.000000 Penalty: 5300.639160
	Iteration 4Q: 3 clusters Score -6141936 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -6142802.500000 Penalty: 5300.639160
	Iteration 5Q: 3 clusters Score -6142802 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6143817.500000 Penalty: 5300.639160
	Iteration 6Q: 3 clusters Score -6143818 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -6144960.500000 Penalty: 5300.639160
	Iteration 7F: 3 clusters Score -6144960 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6146049.500000 Penalty: 5300.639160
	Iteration 8F: 3 clusters Score -6146050 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -6146968.000000 Penalty: 5300.639160
	Iteration 9Q: 3 clusters Score -6146968 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6147733.500000 Penalty: 5300.639160
	Iteration 10Q: 3 clusters Score -6147734 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -6148338.000000 Penalty: 5300.639160
	Iteration 11Q: 3 clusters Score -6148338 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -6148843.000000 Penalty: 5300.639160
	Iteration 12Q: 3 clusters Score -6148843 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -6149171.500000 Penalty: 5300.639160
	Iteration 13Q: 3 clusters Score -6149172 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -6149418.000000 Penalty: 5300.639160
	Iteration 14Q: 3 clusters Score -6149418 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6149631.500000 Penalty: 5300.639160
	Iteration 15Q: 3 clusters Score -6149632 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -6149822.000000 Penalty: 5300.639160
	Iteration 16Q: 3 clusters Score -6149822 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -6150010.000000 Penalty: 5300.639160
	Iteration 17Q: 3 clusters Score -6150010 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6150189.000000 Penalty: 5300.639160
	Iteration 18Q: 3 clusters Score -6150189 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6150380.000000 Penalty: 5300.639160
	Iteration 19Q: 3 clusters Score -6150380 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -6150560.500000 Penalty: 5300.639160
	Iteration 20F: 3 clusters Score -6150560 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6150730.500000 Penalty: 5300.639160
	Iteration 21Q: 3 clusters Score -6150730 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -6150988.500000 Penalty: 5300.639160
	Iteration 22Q: 3 clusters Score -6150988 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6151304.000000 Penalty: 5300.639160
	Iteration 23Q: 3 clusters Score -6151304 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -6151745.000000 Penalty: 5300.639160
	Iteration 24Q: 3 clusters Score -6151745 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -6152234.500000 Penalty: 5300.639160
	Iteration 25Q: 3 clusters Score -6152234 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -6152709.500000 Penalty: 5300.639160
	Iteration 26Q: 3 clusters Score -6152710 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -6153218.000000 Penalty: 5300.639160
	Iteration 27Q: 3 clusters Score -6153218 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6153646.500000 Penalty: 5300.639160
	Iteration 28Q: 3 clusters Score -6153646 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -6154033.000000 Penalty: 5300.639160
	Iteration 29Q: 3 clusters Score -6154033 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -6154397.000000 Penalty: 5300.639160
	Iteration 30Q: 3 clusters Score -6154397 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -6154651.500000 Penalty: 5300.639160
	Iteration 31Q: 3 clusters Score -6154652 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -6154926.000000 Penalty: 5300.639160
	Iteration 32Q: 3 clusters Score -6154926 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -6155158.000000 Penalty: 5300.639160
	Iteration 33Q: 3 clusters Score -6155158 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6155377.500000 Penalty: 5300.639160
	Iteration 34Q: 3 clusters Score -6155378 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6155553.500000 Penalty: 5300.639160
	Iteration 35Q: 3 clusters Score -6155554 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -6155689.500000 Penalty: 5300.639160
	Iteration 36Q: 3 clusters Score -6155690 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -6155801.500000 Penalty: 5300.639160
	Iteration 37Q: 3 clusters Score -6155802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6155899.000000 Penalty: 5300.639160
	Iteration 38Q: 3 clusters Score -6155899 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -6155971.000000 Penalty: 5300.639160
	Iteration 39Q: 3 clusters Score -6155971 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -6156044.000000 Penalty: 5300.639160
	Iteration 40F: 3 clusters Score -6156044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6156124.000000 Penalty: 5300.639160
	Iteration 41Q: 3 clusters Score -6156124 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -6156188.000000 Penalty: 5300.639160
	Iteration 42Q: 3 clusters Score -6156188 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6156245.500000 Penalty: 5300.639160
	Iteration 43Q: 3 clusters Score -6156246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6156300.000000 Penalty: 5300.639160
	Iteration 44Q: 3 clusters Score -6156300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -6156361.000000 Penalty: 5300.639160
	Iteration 45Q: 3 clusters Score -6156361 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -6156417.500000 Penalty: 5300.639160
	Iteration 46Q: 3 clusters Score -6156418 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6156488.500000 Penalty: 5300.639160
	Iteration 47Q: 3 clusters Score -6156488 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6156539.000000 Penalty: 5300.639160
	Iteration 48Q: 3 clusters Score -6156539 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6156588.500000 Penalty: 5300.639160
	Iteration 49Q: 3 clusters Score -6156588 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6156629.000000 Penalty: 5300.639160
	Iteration 50Q: 3 clusters Score -6156629 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6156690.000000 Penalty: 5300.639160
	Iteration 51Q: 3 clusters Score -6156690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6156731.000000 Penalty: 5300.639160
	Iteration 52Q: 3 clusters Score -6156731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6156771.000000 Penalty: 5300.639160
	Iteration 53Q: 3 clusters Score -6156771 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6156808.500000 Penalty: 5300.639160
	Iteration 54Q: 3 clusters Score -6156808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6156834.000000 Penalty: 5300.639160
	Iteration 55Q: 3 clusters Score -6156834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -6156871.000000 Penalty: 5300.639160
	Iteration 56Q: 3 clusters Score -6156871 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6156921.000000 Penalty: 5300.639160
	Iteration 57Q: 3 clusters Score -6156921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6156938.500000 Penalty: 5300.639160
	Iteration 58Q: 3 clusters Score -6156938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6156960.500000 Penalty: 5300.639160
	Iteration 59Q: 3 clusters Score -6156960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6156974.500000 Penalty: 5300.639160
	Iteration 60F: 3 clusters Score -6156974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6156995.000000 Penalty: 5300.639160
	Iteration 61Q: 3 clusters Score -6156995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6157019.500000 Penalty: 5300.639160
	Iteration 62Q: 3 clusters Score -6157020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6157022.500000 Penalty: 5300.639160
	Iteration 63Q: 3 clusters Score -6157022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6157027.000000 Penalty: 5300.639160
	Iteration 64Q: 3 clusters Score -6157027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6157040.500000 Penalty: 5300.639160
	Iteration 65Q: 3 clusters Score -6157040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6157037.500000 Penalty: 5300.639160
	Iteration 66Q: 3 clusters Score -6157038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6157060.000000 Penalty: 5300.639160
	Iteration 67Q: 3 clusters Score -6157060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6157064.500000 Penalty: 5300.639160
	Iteration 68Q: 3 clusters Score -6157064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6157071.000000 Penalty: 5300.639160
	Iteration 69Q: 3 clusters Score -6157071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6157081.500000 Penalty: 5300.639160
	Iteration 70Q: 3 clusters Score -6157082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6157087.000000 Penalty: 5300.639160
	Iteration 71Q: 3 clusters Score -6157087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6157097.500000 Penalty: 5300.639160
	Iteration 72Q: 3 clusters Score -6157098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6157091.000000 Penalty: 5300.639160
	Iteration 73Q: 3 clusters Score -6157091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6157105.000000 Penalty: 5300.639160
	Iteration 74Q: 3 clusters Score -6157105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6157106.000000 Penalty: 5300.639160
	Iteration 75Q: 3 clusters Score -6157106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6157110.500000 Penalty: 5300.639160
	Iteration 76Q: 3 clusters Score -6157110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6157105.500000 Penalty: 5300.639160
	Iteration 77Q: 3 clusters Score -6157106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6157100.000000 Penalty: 5300.639160
	Iteration 78Q: 3 clusters Score -6157100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6157100.000000 Penalty: 5300.639160
	Iteration 79Q: 3 clusters Score -6157100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6157104.000000 Penalty: 5300.639160
	Iteration 80F: 3 clusters Score -6157104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6157106.000000 Penalty: 5300.639160
	Iteration 81Q: 3 clusters Score -6157106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6157106.500000 Penalty: 5300.639160
	Iteration 82Q: 3 clusters Score -6157106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6157105.500000 Penalty: 5300.639160
	Iteration 83Q: 3 clusters Score -6157106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6157106.500000 Penalty: 5300.639160
	Iteration 84Q: 3 clusters Score -6157106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6157109.500000 Penalty: 5300.639160
	Iteration 85Q: 3 clusters Score -6157110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6157104.500000 Penalty: 5300.639160
	Iteration 86Q: 3 clusters Score -6157104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6157109.500000 Penalty: 5300.639160
	Iteration 87Q: 3 clusters Score -6157110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6157114.500000 Penalty: 5300.639160
	Iteration 88Q: 3 clusters Score -6157114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6157111.500000 Penalty: 5300.639160
	Iteration 89Q: 3 clusters Score -6157112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6157108.500000 Penalty: 5300.639160
	Iteration 90Q: 3 clusters Score -6157108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6157115.000000 Penalty: 5300.639160
	Iteration 91Q: 3 clusters Score -6157115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6157115.000000 Penalty: 5300.639160
	Iteration 92F: 3 clusters Score -6157115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1495562.125000 Penalty: 2297.418945
	Iteration 0F: 2 clusters Score -1495562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1487514.250000 Penalty: 4594.837891
	Iteration 0F: 3 clusters Score -1487514 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1490036.375000 Penalty: 4594.837891
	Iteration 1F: 3 clusters Score -1490036 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1490505.125000 Penalty: 4594.837891
	Iteration 2F: 3 clusters Score -1490505 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1490980.875000 Penalty: 4594.837891
	Iteration 3F: 3 clusters Score -1490981 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1491496.875000 Penalty: 4594.837891
	Iteration 4F: 3 clusters Score -1491497 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1492018.500000 Penalty: 4594.837891
	Iteration 5F: 3 clusters Score -1492018 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1492483.250000 Penalty: 4594.837891
	Iteration 6F: 3 clusters Score -1492483 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1492858.625000 Penalty: 4594.837891
	Iteration 7Q: 3 clusters Score -1492859 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1493097.000000 Penalty: 4594.837891
	Iteration 8Q: 3 clusters Score -1493097 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1493237.750000 Penalty: 4594.837891
	Iteration 9Q: 3 clusters Score -1493238 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1493341.750000 Penalty: 4594.837891
	Iteration 10Q: 3 clusters Score -1493342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1493410.125000 Penalty: 4594.837891
	Iteration 11Q: 3 clusters Score -1493410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1493463.750000 Penalty: 4594.837891
	Iteration 12Q: 3 clusters Score -1493464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1493496.500000 Penalty: 4594.837891
	Iteration 13Q: 3 clusters Score -1493496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1493521.000000 Penalty: 4594.837891
	Iteration 14Q: 3 clusters Score -1493521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1493536.625000 Penalty: 4594.837891
	Iteration 15Q: 3 clusters Score -1493537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1493549.500000 Penalty: 4594.837891
	Iteration 16Q: 3 clusters Score -1493550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1493564.500000 Penalty: 4594.837891
	Iteration 17Q: 3 clusters Score -1493564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1493574.375000 Penalty: 4594.837891
	Iteration 18Q: 3 clusters Score -1493574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1493582.875000 Penalty: 4594.837891
	Iteration 19Q: 3 clusters Score -1493583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1493590.875000 Penalty: 4594.837891
	Iteration 20F: 3 clusters Score -1493591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1493598.250000 Penalty: 4594.837891
	Iteration 21Q: 3 clusters Score -1493598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1493604.375000 Penalty: 4594.837891
	Iteration 22Q: 3 clusters Score -1493604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1493604.375000 Penalty: 4594.837891
	Iteration 23Q: 3 clusters Score -1493604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1493605.500000 Penalty: 4594.837891
	Iteration 24Q: 3 clusters Score -1493606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1493609.000000 Penalty: 4594.837891
	Iteration 25Q: 3 clusters Score -1493609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1493611.625000 Penalty: 4594.837891
	Iteration 26Q: 3 clusters Score -1493612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1493612.875000 Penalty: 4594.837891
	Iteration 27Q: 3 clusters Score -1493613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1493617.750000 Penalty: 4594.837891
	Iteration 28Q: 3 clusters Score -1493618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1493620.500000 Penalty: 4594.837891
	Iteration 29Q: 3 clusters Score -1493620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1493621.625000 Penalty: 4594.837891
	Iteration 30Q: 3 clusters Score -1493622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1493620.125000 Penalty: 4594.837891
	Iteration 31Q: 3 clusters Score -1493620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1493622.000000 Penalty: 4594.837891
	Iteration 32Q: 3 clusters Score -1493622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1493623.750000 Penalty: 4594.837891
	Iteration 33Q: 3 clusters Score -1493624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1493628.625000 Penalty: 4594.837891
	Iteration 34Q: 3 clusters Score -1493629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1493630.625000 Penalty: 4594.837891
	Iteration 35Q: 3 clusters Score -1493631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1493637.750000 Penalty: 4594.837891
	Iteration 36Q: 3 clusters Score -1493638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1493636.875000 Penalty: 4594.837891
	Iteration 37Q: 3 clusters Score -1493637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1493639.250000 Penalty: 4594.837891
	Iteration 38Q: 3 clusters Score -1493639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1493641.250000 Penalty: 4594.837891
	Iteration 39Q: 3 clusters Score -1493641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1493644.250000 Penalty: 4594.837891
	Iteration 40F: 3 clusters Score -1493644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1493642.500000 Penalty: 4594.837891
	Iteration 41Q: 3 clusters Score -1493642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1493645.125000 Penalty: 4594.837891
	Iteration 42Q: 3 clusters Score -1493645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1493647.000000 Penalty: 4594.837891
	Iteration 43Q: 3 clusters Score -1493647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1493651.375000 Penalty: 4594.837891
	Iteration 44Q: 3 clusters Score -1493651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1493650.250000 Penalty: 4594.837891
	Iteration 45Q: 3 clusters Score -1493650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1493649.375000 Penalty: 4594.837891
	Iteration 46Q: 3 clusters Score -1493649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1493651.750000 Penalty: 4594.837891
	Iteration 47Q: 3 clusters Score -1493652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1493651.500000 Penalty: 4594.837891
	Iteration 48Q: 3 clusters Score -1493652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1493651.500000 Penalty: 4594.837891
	Iteration 49F: 3 clusters Score -1493652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Entering Unmasked Estep 
Score: -5530483.000000 Penalty: 2618.860107
	Iteration 0F: 2 clusters Score -5530483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5504394.000000 Penalty: 5237.720215
	Iteration 0F: 3 clusters Score -5504394 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5513909.000000 Penalty: 5237.720215
	Iteration 1F: 3 clusters Score -5513909 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5514323.000000 Penalty: 5237.720215
	Iteration 2Q: 3 clusters Score -5514323 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5514700.000000 Penalty: 5237.720215
	Iteration 3Q: 3 clusters Score -5514700 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5515081.500000 Penalty: 5237.720215
	Iteration 4Q: 3 clusters Score -5515082 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5515500.500000 Penalty: 5237.720215
	Iteration 5Q: 3 clusters Score -5515500 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5515983.000000 Penalty: 5237.720215
	Iteration 6Q: 3 clusters Score -5515983 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5516677.000000 Penalty: 5237.720215
	Iteration 7Q: 3 clusters Score -5516677 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -5517596.500000 Penalty: 5237.720215
	Iteration 8Q: 3 clusters Score -5517596 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5518794.000000 Penalty: 5237.720215
	Iteration 9Q: 3 clusters Score -5518794 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -5520187.000000 Penalty: 5237.720215
	Iteration 10F: 3 clusters Score -5520187 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5522069.000000 Penalty: 5237.720215
	Iteration 11F: 3 clusters Score -5522069 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5524029.000000 Penalty: 5237.720215
	Iteration 12F: 3 clusters Score -5524029 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -5525521.500000 Penalty: 5237.720215
	Iteration 13F: 3 clusters Score -5525522 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5526446.000000 Penalty: 5237.720215
	Iteration 14Q: 3 clusters Score -5526446 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -5527050.500000 Penalty: 5237.720215
	Iteration 15Q: 3 clusters Score -5527050 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5527414.000000 Penalty: 5237.720215
	Iteration 16Q: 3 clusters Score -5527414 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5527701.500000 Penalty: 5237.720215
	Iteration 17Q: 3 clusters Score -5527702 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5527860.000000 Penalty: 5237.720215
	Iteration 18Q: 3 clusters Score -5527860 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -5527935.500000 Penalty: 5237.720215
	Iteration 19Q: 3 clusters Score -5527936 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5528008.500000 Penalty: 5237.720215
	Iteration 20F: 3 clusters Score -5528008 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -5528024.000000 Penalty: 5237.720215
	Iteration 21Q: 3 clusters Score -5528024 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5528054.500000 Penalty: 5237.720215
	Iteration 22Q: 3 clusters Score -5528054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5528059.000000 Penalty: 5237.720215
	Iteration 23Q: 3 clusters Score -5528059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5528079.500000 Penalty: 5237.720215
	Iteration 24Q: 3 clusters Score -5528080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5528101.000000 Penalty: 5237.720215
	Iteration 25Q: 3 clusters Score -5528101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5528111.500000 Penalty: 5237.720215
	Iteration 26Q: 3 clusters Score -5528112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5528103.500000 Penalty: 5237.720215
	Iteration 27Q: 3 clusters Score -5528104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -5528095.000000 Penalty: 5237.720215
	Iteration 28Q: 3 clusters Score -5528095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -5528081.000000 Penalty: 5237.720215
	Iteration 29Q: 3 clusters Score -5528081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5528085.000000 Penalty: 5237.720215
	Iteration 30Q: 3 clusters Score -5528085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5528103.500000 Penalty: 5237.720215
	Iteration 31Q: 3 clusters Score -5528104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5528102.000000 Penalty: 5237.720215
	Iteration 32Q: 3 clusters Score -5528102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5528095.500000 Penalty: 5237.720215
	Iteration 33Q: 3 clusters Score -5528096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5528100.000000 Penalty: 5237.720215
	Iteration 34Q: 3 clusters Score -5528100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5528098.000000 Penalty: 5237.720215
	Iteration 35Q: 3 clusters Score -5528098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5528098.000000 Penalty: 5237.720215
	Iteration 36Q: 3 clusters Score -5528098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5528099.000000 Penalty: 5237.720215
	Iteration 37Q: 3 clusters Score -5528099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5528089.500000 Penalty: 5237.720215
	Iteration 38Q: 3 clusters Score -5528090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5528093.500000 Penalty: 5237.720215
	Iteration 39Q: 3 clusters Score -5528094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5528090.500000 Penalty: 5237.720215
	Iteration 40F: 3 clusters Score -5528090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5528092.500000 Penalty: 5237.720215
	Iteration 41Q: 3 clusters Score -5528092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5528092.500000 Penalty: 5237.720215
	Iteration 42F: 3 clusters Score -5528092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Entering Unmasked Estep 
Score: -3101537.250000 Penalty: 2467.182861
	Iteration 0F: 2 clusters Score -3101537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3086861.000000 Penalty: 4934.365723
	Iteration 0F: 3 clusters Score -3086861 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3091706.750000 Penalty: 4934.365723
	Iteration 1F: 3 clusters Score -3091707 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3092060.750000 Penalty: 4934.365723
	Iteration 2Q: 3 clusters Score -3092061 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3092378.750000 Penalty: 4934.365723
	Iteration 3Q: 3 clusters Score -3092379 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3092699.000000 Penalty: 4934.365723
	Iteration 4Q: 3 clusters Score -3092699 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3093028.750000 Penalty: 4934.365723
	Iteration 5Q: 3 clusters Score -3093029 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3093466.250000 Penalty: 4934.365723
	Iteration 6Q: 3 clusters Score -3093466 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3093996.500000 Penalty: 4934.365723
	Iteration 7Q: 3 clusters Score -3093996 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3094753.000000 Penalty: 4934.365723
	Iteration 8F: 3 clusters Score -3094753 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3095699.000000 Penalty: 4934.365723
	Iteration 9F: 3 clusters Score -3095699 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3096728.000000 Penalty: 4934.365723
	Iteration 10F: 3 clusters Score -3096728 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3097771.750000 Penalty: 4934.365723
	Iteration 11F: 3 clusters Score -3097772 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3098530.500000 Penalty: 4934.365723
	Iteration 12Q: 3 clusters Score -3098530 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3099008.750000 Penalty: 4934.365723
	Iteration 13Q: 3 clusters Score -3099009 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3099238.250000 Penalty: 4934.365723
	Iteration 14Q: 3 clusters Score -3099238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3099350.500000 Penalty: 4934.365723
	Iteration 15Q: 3 clusters Score -3099350 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3099415.500000 Penalty: 4934.365723
	Iteration 16Q: 3 clusters Score -3099416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3099454.500000 Penalty: 4934.365723
	Iteration 17Q: 3 clusters Score -3099454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3099488.000000 Penalty: 4934.365723
	Iteration 18Q: 3 clusters Score -3099488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3099507.250000 Penalty: 4934.365723
	Iteration 19Q: 3 clusters Score -3099507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3099514.500000 Penalty: 4934.365723
	Iteration 20F: 3 clusters Score -3099514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3099527.000000 Penalty: 4934.365723
	Iteration 21Q: 3 clusters Score -3099527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3099529.750000 Penalty: 4934.365723
	Iteration 22Q: 3 clusters Score -3099530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3099545.750000 Penalty: 4934.365723
	Iteration 23Q: 3 clusters Score -3099546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3099544.500000 Penalty: 4934.365723
	Iteration 24Q: 3 clusters Score -3099544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3099552.500000 Penalty: 4934.365723
	Iteration 25Q: 3 clusters Score -3099552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3099559.500000 Penalty: 4934.365723
	Iteration 26Q: 3 clusters Score -3099560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3099560.000000 Penalty: 4934.365723
	Iteration 27Q: 3 clusters Score -3099560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3099567.000000 Penalty: 4934.365723
	Iteration 28Q: 3 clusters Score -3099567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3099565.250000 Penalty: 4934.365723
	Iteration 29Q: 3 clusters Score -3099565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3099569.000000 Penalty: 4934.365723
	Iteration 30Q: 3 clusters Score -3099569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3099573.000000 Penalty: 4934.365723
	Iteration 31Q: 3 clusters Score -3099573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3099570.500000 Penalty: 4934.365723
	Iteration 32Q: 3 clusters Score -3099570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3099580.250000 Penalty: 4934.365723
	Iteration 33Q: 3 clusters Score -3099580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3099584.250000 Penalty: 4934.365723
	Iteration 34Q: 3 clusters Score -3099584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3099584.250000 Penalty: 4934.365723
	Iteration 35Q: 3 clusters Score -3099584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3099581.250000 Penalty: 4934.365723
	Iteration 36Q: 3 clusters Score -3099581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3099580.250000 Penalty: 4934.365723
	Iteration 37Q: 3 clusters Score -3099580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3099583.750000 Penalty: 4934.365723
	Iteration 38Q: 3 clusters Score -3099584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3099581.750000 Penalty: 4934.365723
	Iteration 39Q: 3 clusters Score -3099582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3099582.250000 Penalty: 4934.365723
	Iteration 40F: 3 clusters Score -3099582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -587522.125000 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -587522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -583597.312500 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -583597.3 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -584554.875000 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -584554.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -584804.250000 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -584804.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -584987.312500 Penalty: 4135.325195
	Iteration 3F: 3 clusters Score -584987.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -585174.062500 Penalty: 4135.325195
	Iteration 4F: 3 clusters Score -585174.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -585348.625000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -585348.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -585499.062500 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -585499.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -585639.937500 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -585639.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -585772.437500 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -585772.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -585873.625000 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -585873.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -585958.375000 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -585958.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -586049.062500 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -586049.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -586136.812500 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -586136.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -586187.312500 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -586187.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -586219.375000 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -586219.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -586240.125000 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -586240.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -586257.000000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -586257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -586270.437500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -586270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -586278.750000 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -586278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -586283.250000 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -586283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -586287.562500 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -586287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -586302.187500 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -586302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -586308.625000 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -586308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -586312.750000 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -586312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -586315.750000 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -586315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -586318.375000 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -586318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -586319.750000 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -586319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -586320.062500 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -586320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -586320.062500 Penalty: 4135.325195
	Iteration 28F: 3 clusters Score -586320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -25878.220703 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -25878.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24760.875000 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -24760.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24857.171875 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -24857.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24877.443359 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -24877.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24897.035156 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -24897.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24921.138672 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -24921.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24922.175781 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -24922.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24941.759766 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -24941.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24945.097656 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -24945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24945.097656 Penalty: 2666.138184
	Iteration 8F: 3 clusters Score -24945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -828067.750000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -828067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -823068.375000 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -823068.4 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -824256.812500 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -824256.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -824489.562500 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -824489.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -824614.500000 Penalty: 4292.208008
	Iteration 3F: 3 clusters Score -824614.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -824711.375000 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -824711.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -824789.812500 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -824789.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -824869.250000 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -824869.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -824948.250000 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -824948.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825027.375000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -825027.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -825111.312500 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -825111.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -825209.687500 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -825209.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -825310.312500 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -825310.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -825412.250000 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -825412.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -825547.437500 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -825547.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -825683.687500 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -825683.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -825789.562500 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -825789.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -825884.375000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -825884.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -825967.312500 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -825967.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -826026.562500 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -826026.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -826069.500000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -826069.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -826093.687500 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -826093.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -826119.187500 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -826119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -826136.812500 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -826136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -826154.375000 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -826154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -826165.875000 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -826165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -826172.562500 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -826172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -826180.125000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -826180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -826188.875000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -826188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -826193.875000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -826193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -826195.187500 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -826195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -826197.125000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -826197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -826199.000000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -826199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -826201.625000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -826201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -826203.562500 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -826203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -826206.250000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -826206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -826206.437500 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -826206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -826207.625000 Penalty: 4292.208008
	Iteration 36Q: 3 clusters Score -826207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -826208.937500 Penalty: 4292.208008
	Iteration 37Q: 3 clusters Score -826208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -826212.875000 Penalty: 4292.208008
	Iteration 38Q: 3 clusters Score -826212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -826215.437500 Penalty: 4292.208008
	Iteration 39Q: 3 clusters Score -826215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -826216.687500 Penalty: 4292.208008
	Iteration 40F: 3 clusters Score -826216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -826218.875000 Penalty: 4292.208008
	Iteration 41Q: 3 clusters Score -826218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -826218.875000 Penalty: 4292.208008
	Iteration 42F: 3 clusters Score -826218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -296369.968750 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -296370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -293651.343750 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -293651.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -294136.906250 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -294136.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -294276.656250 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -294276.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -294328.687500 Penalty: 3802.213623
	Iteration 3Q: 3 clusters Score -294328.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -294361.250000 Penalty: 3802.213623
	Iteration 4Q: 3 clusters Score -294361.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -294378.218750 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -294378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -294396.656250 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -294396.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -294405.843750 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -294405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -294412.875000 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -294412.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -294419.218750 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -294419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -294421.281250 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -294421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -294428.500000 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -294428.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -294438.000000 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -294438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294444.062500 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -294444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -294450.875000 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -294450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -294456.281250 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -294456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -294458.937500 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -294458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -294459.562500 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -294459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -294459.718750 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -294459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294460.375000 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -294460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -294463.093750 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -294463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -294464.437500 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -294464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -294465.031250 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -294465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294466.468750 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -294466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294466.468750 Penalty: 3802.213623
	Iteration 24F: 3 clusters Score -294466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29034.021484 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29034.02 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 121 members 
Entering Unmasked Estep 
Score: -27822.843750 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -27822.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27967.634766 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -27967.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28057.570312 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28057.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28131.306641 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28131.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28157.277344 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28157.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28193.501953 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28237.445312 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28237.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28323.767578 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28323.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28481.917969 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28481.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28503.119141 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -28503.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28518.810547 Penalty: 2748.466797
	Iteration 10Q: 3 clusters Score -28518.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28571.169922 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -28571.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28571.187500 Penalty: 2748.466797
	Iteration 12F: 3 clusters Score -28571.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28576.220703 Penalty: 2748.466797
	Iteration 13Q: 3 clusters Score -28576.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28576.220703 Penalty: 2748.466797
	Iteration 14F: 3 clusters Score -28576.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (97721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Entering Unmasked Estep 
Score: -14336488.000000 Penalty: 2849.488281
	Iteration 0F: 2 clusters Score -1.433649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -14271382.000000 Penalty: 5698.976562
	Iteration 0F: 3 clusters Score -1.427138e+07 nChanged 46268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -14297421.000000 Penalty: 5698.976562
	Iteration 1F: 3 clusters Score -1.429742e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -14298240.000000 Penalty: 5698.976562
	Iteration 2Q: 3 clusters Score -1.429824e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -14299081.000000 Penalty: 5698.976562
	Iteration 3Q: 3 clusters Score -1.429908e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -14300052.000000 Penalty: 5698.976562
	Iteration 4Q: 3 clusters Score -1.430005e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -14301288.000000 Penalty: 5698.976562
	Iteration 5Q: 3 clusters Score -1.430129e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -14302893.000000 Penalty: 5698.976562
	Iteration 6Q: 3 clusters Score -1.430289e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -14305104.000000 Penalty: 5698.976562
	Iteration 7Q: 3 clusters Score -1.43051e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -14308345.000000 Penalty: 5698.976562
	Iteration 8F: 3 clusters Score -1.430834e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -14312504.000000 Penalty: 5698.976562
	Iteration 9F: 3 clusters Score -1.43125e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -14316959.000000 Penalty: 5698.976562
	Iteration 10F: 3 clusters Score -1.431696e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -14321004.000000 Penalty: 5698.976562
	Iteration 11F: 3 clusters Score -1.4321e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -14324037.000000 Penalty: 5698.976562
	Iteration 12Q: 3 clusters Score -1.432404e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -14325909.000000 Penalty: 5698.976562
	Iteration 13Q: 3 clusters Score -1.432591e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -14327255.000000 Penalty: 5698.976562
	Iteration 14Q: 3 clusters Score -1.432726e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -14328410.000000 Penalty: 5698.976562
	Iteration 15Q: 3 clusters Score -1.432841e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -14329342.000000 Penalty: 5698.976562
	Iteration 16Q: 3 clusters Score -1.432934e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -14330244.000000 Penalty: 5698.976562
	Iteration 17Q: 3 clusters Score -1.433024e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -14330939.000000 Penalty: 5698.976562
	Iteration 18Q: 3 clusters Score -1.433094e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -14331565.000000 Penalty: 5698.976562
	Iteration 19Q: 3 clusters Score -1.433156e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -14332155.000000 Penalty: 5698.976562
	Iteration 20F: 3 clusters Score -1.433216e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -14332582.000000 Penalty: 5698.976562
	Iteration 21Q: 3 clusters Score -1.433258e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -14332900.000000 Penalty: 5698.976562
	Iteration 22Q: 3 clusters Score -1.43329e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -14333171.000000 Penalty: 5698.976562
	Iteration 23Q: 3 clusters Score -1.433317e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -14333447.000000 Penalty: 5698.976562
	Iteration 24Q: 3 clusters Score -1.433345e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -14333632.000000 Penalty: 5698.976562
	Iteration 25Q: 3 clusters Score -1.433363e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -14333782.000000 Penalty: 5698.976562
	Iteration 26Q: 3 clusters Score -1.433378e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -14333919.000000 Penalty: 5698.976562
	Iteration 27Q: 3 clusters Score -1.433392e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -14333984.000000 Penalty: 5698.976562
	Iteration 28Q: 3 clusters Score -1.433398e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -14334085.000000 Penalty: 5698.976562
	Iteration 29Q: 3 clusters Score -1.433408e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -14334148.000000 Penalty: 5698.976562
	Iteration 30Q: 3 clusters Score -1.433415e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -14334246.000000 Penalty: 5698.976562
	Iteration 31Q: 3 clusters Score -1.433425e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -14334335.000000 Penalty: 5698.976562
	Iteration 32Q: 3 clusters Score -1.433434e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -14334359.000000 Penalty: 5698.976562
	Iteration 33Q: 3 clusters Score -1.433436e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -14334411.000000 Penalty: 5698.976562
	Iteration 34Q: 3 clusters Score -1.433441e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -14334486.000000 Penalty: 5698.976562
	Iteration 35Q: 3 clusters Score -1.433449e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -14334527.000000 Penalty: 5698.976562
	Iteration 36Q: 3 clusters Score -1.433453e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -14334531.000000 Penalty: 5698.976562
	Iteration 37Q: 3 clusters Score -1.433453e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -14334565.000000 Penalty: 5698.976562
	Iteration 38Q: 3 clusters Score -1.433456e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -14334592.000000 Penalty: 5698.976562
	Iteration 39Q: 3 clusters Score -1.433459e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -14334580.000000 Penalty: 5698.976562
	Iteration 40F: 3 clusters Score -1.433458e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -14334615.000000 Penalty: 5698.976562
	Iteration 41Q: 3 clusters Score -1.433462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -14334623.000000 Penalty: 5698.976562
	Iteration 42Q: 3 clusters Score -1.433462e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -14334653.000000 Penalty: 5698.976562
	Iteration 43Q: 3 clusters Score -1.433465e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -14334689.000000 Penalty: 5698.976562
	Iteration 44Q: 3 clusters Score -1.433469e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -14334717.000000 Penalty: 5698.976562
	Iteration 45Q: 3 clusters Score -1.433472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -14334754.000000 Penalty: 5698.976562
	Iteration 46Q: 3 clusters Score -1.433475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -14334745.000000 Penalty: 5698.976562
	Iteration 47Q: 3 clusters Score -1.433474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -14334758.000000 Penalty: 5698.976562
	Iteration 48Q: 3 clusters Score -1.433476e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -14334759.000000 Penalty: 5698.976562
	Iteration 49Q: 3 clusters Score -1.433476e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -14334763.000000 Penalty: 5698.976562
	Iteration 50Q: 3 clusters Score -1.433476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -14334760.000000 Penalty: 5698.976562
	Iteration 51Q: 3 clusters Score -1.433476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -14334769.000000 Penalty: 5698.976562
	Iteration 52Q: 3 clusters Score -1.433477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -14334789.000000 Penalty: 5698.976562
	Iteration 53Q: 3 clusters Score -1.433479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -14334784.000000 Penalty: 5698.976562
	Iteration 54Q: 3 clusters Score -1.433478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -14334785.000000 Penalty: 5698.976562
	Iteration 55Q: 3 clusters Score -1.433478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -14334782.000000 Penalty: 5698.976562
	Iteration 56Q: 3 clusters Score -1.433478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -14334780.000000 Penalty: 5698.976562
	Iteration 57Q: 3 clusters Score -1.433478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -14334781.000000 Penalty: 5698.976562
	Iteration 58Q: 3 clusters Score -1.433478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -14334785.000000 Penalty: 5698.976562
	Iteration 59Q: 3 clusters Score -1.433478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -14334780.000000 Penalty: 5698.976562
	Iteration 60F: 3 clusters Score -1.433478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -14334780.000000 Penalty: 5698.976562
	Iteration 61Q: 3 clusters Score -1.433478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -14334765.000000 Penalty: 5698.976562
	Iteration 62Q: 3 clusters Score -1.433476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -14334765.000000 Penalty: 5698.976562
	Iteration 63Q: 3 clusters Score -1.433476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -14334756.000000 Penalty: 5698.976562
	Iteration 64Q: 3 clusters Score -1.433476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -14334762.000000 Penalty: 5698.976562
	Iteration 65Q: 3 clusters Score -1.433476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -14334764.000000 Penalty: 5698.976562
	Iteration 66Q: 3 clusters Score -1.433476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -14334773.000000 Penalty: 5698.976562
	Iteration 67Q: 3 clusters Score -1.433477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -14334772.000000 Penalty: 5698.976562
	Iteration 68Q: 3 clusters Score -1.433477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -14334767.000000 Penalty: 5698.976562
	Iteration 69Q: 3 clusters Score -1.433477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -14334768.000000 Penalty: 5698.976562
	Iteration 70Q: 3 clusters Score -1.433477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -14334768.000000 Penalty: 5698.976562
	Iteration 71Q: 3 clusters Score -1.433477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -14334768.000000 Penalty: 5698.976562
	Iteration 72Q: 3 clusters Score -1.433477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -14334760.000000 Penalty: 5698.976562
	Iteration 73Q: 3 clusters Score -1.433476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -14334765.000000 Penalty: 5698.976562
	Iteration 74Q: 3 clusters Score -1.433476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -14334774.000000 Penalty: 5698.976562
	Iteration 75Q: 3 clusters Score -1.433477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -14334771.000000 Penalty: 5698.976562
	Iteration 76Q: 3 clusters Score -1.433477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -14334758.000000 Penalty: 5698.976562
	Iteration 77Q: 3 clusters Score -1.433476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -14334766.000000 Penalty: 5698.976562
	Iteration 78Q: 3 clusters Score -1.433477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -14334771.000000 Penalty: 5698.976562
	Iteration 79Q: 3 clusters Score -1.433477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -14334779.000000 Penalty: 5698.976562
	Iteration 80F: 3 clusters Score -1.433478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -14334768.000000 Penalty: 5698.976562
	Iteration 81Q: 3 clusters Score -1.433477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -14334775.000000 Penalty: 5698.976562
	Iteration 82Q: 3 clusters Score -1.433478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 95986 members 
Entering Unmasked Estep 
Score: -14334776.000000 Penalty: 5698.976562
	Iteration 83Q: 3 clusters Score -1.433478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 95986 members 
Entering Unmasked Estep 
Score: -14334776.000000 Penalty: 5698.976562
	Iteration 84F: 3 clusters Score -1.433478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -96572.046875 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -96572.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94868.687500 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -94868.69 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95236.468750 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -95236.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95491.031250 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -95491.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95746.882812 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -95746.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95916.632812 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -95916.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96070.062500 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -96070.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96228.968750 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -96228.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96296.460938 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -96296.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96377.156250 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -96377.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96487.867188 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -96487.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96540.703125 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -96540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96570.554688 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -96570.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96591.406250 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -96591.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96604.296875 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -96604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96610.656250 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -96610.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96621.898438 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -96621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96633.398438 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -96633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96639.625000 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -96639.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96643.179688 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -96643.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96646.250000 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -96646.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96659.359375 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -96659.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96673.562500 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -96673.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96690.945312 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -96690.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96695.914062 Penalty: 3277.568359
	Iteration 23Q: 3 clusters Score -96695.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96722.750000 Penalty: 3277.568359
	Iteration 24Q: 3 clusters Score -96722.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96750.710938 Penalty: 3277.568359
	Iteration 25Q: 3 clusters Score -96750.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96763.273438 Penalty: 3277.568359
	Iteration 26Q: 3 clusters Score -96763.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96776.804688 Penalty: 3277.568359
	Iteration 27Q: 3 clusters Score -96776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96776.804688 Penalty: 3277.568359
	Iteration 28F: 3 clusters Score -96776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 120034 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41639 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 39614 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39894 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28553 members 
Mstep: Class 18 contains 43773 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97721 members 
Mstep: Class 28 contains 404 members 
Mstep: Class 29 contains 192675 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 337 members 
Entering Unmasked Estep 
Score: -128964520.000000 Penalty: 105449.875000
Splitting cluster 28 changes total score from -128966376.000000 to -128964520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (192675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192675 members 
Entering Unmasked Estep 
Score: -28216852.000000 Penalty: 3017.852539
	Iteration 0F: 2 clusters Score -2.821685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -28094882.000000 Penalty: 6035.705078
	Iteration 0F: 3 clusters Score -2.809488e+07 nChanged 92692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -28149240.000000 Penalty: 6035.705078
	Iteration 1F: 3 clusters Score -2.814924e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -28149880.000000 Penalty: 6035.705078
	Iteration 2Q: 3 clusters Score -2.814988e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -28150634.000000 Penalty: 6035.705078
	Iteration 3Q: 3 clusters Score -2.815063e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -28151752.000000 Penalty: 6035.705078
	Iteration 4Q: 3 clusters Score -2.815175e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -28153146.000000 Penalty: 6035.705078
	Iteration 5Q: 3 clusters Score -2.815315e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -28155370.000000 Penalty: 6035.705078
	Iteration 6Q: 3 clusters Score -2.815537e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -28159482.000000 Penalty: 6035.705078
	Iteration 7Q: 3 clusters Score -2.815948e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -28167006.000000 Penalty: 6035.705078
	Iteration 8F: 3 clusters Score -2.816701e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -28176738.000000 Penalty: 6035.705078
	Iteration 9F: 3 clusters Score -2.817674e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141782 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -28186188.000000 Penalty: 6035.705078
	Iteration 10F: 3 clusters Score -2.818619e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -28191806.000000 Penalty: 6035.705078
	Iteration 11F: 3 clusters Score -2.819181e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -28194050.000000 Penalty: 6035.705078
	Iteration 12Q: 3 clusters Score -2.819405e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147177 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -28195106.000000 Penalty: 6035.705078
	Iteration 13Q: 3 clusters Score -2.819511e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147856 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -28195660.000000 Penalty: 6035.705078
	Iteration 14Q: 3 clusters Score -2.819566e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -28195922.000000 Penalty: 6035.705078
	Iteration 15Q: 3 clusters Score -2.819592e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -28196290.000000 Penalty: 6035.705078
	Iteration 16Q: 3 clusters Score -2.819629e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -28196514.000000 Penalty: 6035.705078
	Iteration 17Q: 3 clusters Score -2.819651e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -28196914.000000 Penalty: 6035.705078
	Iteration 18Q: 3 clusters Score -2.819691e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -28196980.000000 Penalty: 6035.705078
	Iteration 19Q: 3 clusters Score -2.819698e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -28197234.000000 Penalty: 6035.705078
	Iteration 20F: 3 clusters Score -2.819723e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -28197516.000000 Penalty: 6035.705078
	Iteration 21Q: 3 clusters Score -2.819752e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -28197686.000000 Penalty: 6035.705078
	Iteration 22Q: 3 clusters Score -2.819769e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -28197824.000000 Penalty: 6035.705078
	Iteration 23Q: 3 clusters Score -2.819782e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -28197958.000000 Penalty: 6035.705078
	Iteration 24Q: 3 clusters Score -2.819796e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -28198100.000000 Penalty: 6035.705078
	Iteration 25Q: 3 clusters Score -2.81981e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151552 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -28198314.000000 Penalty: 6035.705078
	Iteration 26Q: 3 clusters Score -2.819831e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151655 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -28198328.000000 Penalty: 6035.705078
	Iteration 27Q: 3 clusters Score -2.819833e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -28198460.000000 Penalty: 6035.705078
	Iteration 28Q: 3 clusters Score -2.819846e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -28198520.000000 Penalty: 6035.705078
	Iteration 29Q: 3 clusters Score -2.819852e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -28198592.000000 Penalty: 6035.705078
	Iteration 30Q: 3 clusters Score -2.819859e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151663 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -28198676.000000 Penalty: 6035.705078
	Iteration 31Q: 3 clusters Score -2.819868e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151638 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -28198662.000000 Penalty: 6035.705078
	Iteration 32Q: 3 clusters Score -2.819866e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -28198808.000000 Penalty: 6035.705078
	Iteration 33Q: 3 clusters Score -2.819881e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -28198946.000000 Penalty: 6035.705078
	Iteration 34Q: 3 clusters Score -2.819895e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151505 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -28198940.000000 Penalty: 6035.705078
	Iteration 35Q: 3 clusters Score -2.819894e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151393 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -28198990.000000 Penalty: 6035.705078
	Iteration 36Q: 3 clusters Score -2.819899e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151284 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -28199000.000000 Penalty: 6035.705078
	Iteration 37Q: 3 clusters Score -2.8199e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151153 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -28199170.000000 Penalty: 6035.705078
	Iteration 38Q: 3 clusters Score -2.819917e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -28199238.000000 Penalty: 6035.705078
	Iteration 39Q: 3 clusters Score -2.819924e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -28199190.000000 Penalty: 6035.705078
	Iteration 40F: 3 clusters Score -2.819919e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -28199210.000000 Penalty: 6035.705078
	Iteration 41Q: 3 clusters Score -2.819921e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -28199206.000000 Penalty: 6035.705078
	Iteration 42Q: 3 clusters Score -2.819921e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -28199326.000000 Penalty: 6035.705078
	Iteration 43Q: 3 clusters Score -2.819933e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -28199354.000000 Penalty: 6035.705078
	Iteration 44Q: 3 clusters Score -2.819935e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -28199430.000000 Penalty: 6035.705078
	Iteration 45Q: 3 clusters Score -2.819943e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -28199394.000000 Penalty: 6035.705078
	Iteration 46Q: 3 clusters Score -2.819939e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -28199454.000000 Penalty: 6035.705078
	Iteration 47Q: 3 clusters Score -2.819945e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -28199514.000000 Penalty: 6035.705078
	Iteration 48Q: 3 clusters Score -2.819951e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -28199502.000000 Penalty: 6035.705078
	Iteration 49Q: 3 clusters Score -2.81995e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -28199460.000000 Penalty: 6035.705078
	Iteration 50Q: 3 clusters Score -2.819946e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148532 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -28199562.000000 Penalty: 6035.705078
	Iteration 51Q: 3 clusters Score -2.819956e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -28199622.000000 Penalty: 6035.705078
	Iteration 52Q: 3 clusters Score -2.819962e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -28199628.000000 Penalty: 6035.705078
	Iteration 53Q: 3 clusters Score -2.819963e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -28199582.000000 Penalty: 6035.705078
	Iteration 54Q: 3 clusters Score -2.819958e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -28199618.000000 Penalty: 6035.705078
	Iteration 55Q: 3 clusters Score -2.819962e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -28199674.000000 Penalty: 6035.705078
	Iteration 56Q: 3 clusters Score -2.819967e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -28199672.000000 Penalty: 6035.705078
	Iteration 57Q: 3 clusters Score -2.819967e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -28199686.000000 Penalty: 6035.705078
	Iteration 58Q: 3 clusters Score -2.819969e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -28199768.000000 Penalty: 6035.705078
	Iteration 59Q: 3 clusters Score -2.819977e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145936 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -28199876.000000 Penalty: 6035.705078
	Iteration 60F: 3 clusters Score -2.819988e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -28199892.000000 Penalty: 6035.705078
	Iteration 61Q: 3 clusters Score -2.819989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -28199916.000000 Penalty: 6035.705078
	Iteration 62Q: 3 clusters Score -2.819992e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -28199948.000000 Penalty: 6035.705078
	Iteration 63Q: 3 clusters Score -2.819995e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145008 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -28199970.000000 Penalty: 6035.705078
	Iteration 64Q: 3 clusters Score -2.819997e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -28199984.000000 Penalty: 6035.705078
	Iteration 65Q: 3 clusters Score -2.819998e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144572 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -28200014.000000 Penalty: 6035.705078
	Iteration 66Q: 3 clusters Score -2.820001e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -28200034.000000 Penalty: 6035.705078
	Iteration 67Q: 3 clusters Score -2.820003e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -28200068.000000 Penalty: 6035.705078
	Iteration 68Q: 3 clusters Score -2.820007e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -28200118.000000 Penalty: 6035.705078
	Iteration 69Q: 3 clusters Score -2.820012e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -28200114.000000 Penalty: 6035.705078
	Iteration 70Q: 3 clusters Score -2.820011e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -28200168.000000 Penalty: 6035.705078
	Iteration 71Q: 3 clusters Score -2.820017e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -28200198.000000 Penalty: 6035.705078
	Iteration 72Q: 3 clusters Score -2.82002e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -28200234.000000 Penalty: 6035.705078
	Iteration 73Q: 3 clusters Score -2.820023e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -28200226.000000 Penalty: 6035.705078
	Iteration 74Q: 3 clusters Score -2.820023e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -28200222.000000 Penalty: 6035.705078
	Iteration 75Q: 3 clusters Score -2.820022e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -28200288.000000 Penalty: 6035.705078
	Iteration 76Q: 3 clusters Score -2.820029e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -28200278.000000 Penalty: 6035.705078
	Iteration 77Q: 3 clusters Score -2.820028e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141454 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -28200330.000000 Penalty: 6035.705078
	Iteration 78Q: 3 clusters Score -2.820033e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -28200412.000000 Penalty: 6035.705078
	Iteration 79Q: 3 clusters Score -2.820041e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -28200468.000000 Penalty: 6035.705078
	Iteration 80F: 3 clusters Score -2.820047e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -28200526.000000 Penalty: 6035.705078
	Iteration 81Q: 3 clusters Score -2.820053e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -28200574.000000 Penalty: 6035.705078
	Iteration 82Q: 3 clusters Score -2.820057e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139852 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -28200678.000000 Penalty: 6035.705078
	Iteration 83Q: 3 clusters Score -2.820068e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139546 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -28200678.000000 Penalty: 6035.705078
	Iteration 84Q: 3 clusters Score -2.820068e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -28200690.000000 Penalty: 6035.705078
	Iteration 85Q: 3 clusters Score -2.820069e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -28200672.000000 Penalty: 6035.705078
	Iteration 86Q: 3 clusters Score -2.820067e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -28200714.000000 Penalty: 6035.705078
	Iteration 87Q: 3 clusters Score -2.820071e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138300 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -28200780.000000 Penalty: 6035.705078
	Iteration 88Q: 3 clusters Score -2.820078e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -28200802.000000 Penalty: 6035.705078
	Iteration 89Q: 3 clusters Score -2.82008e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -28200878.000000 Penalty: 6035.705078
	Iteration 90Q: 3 clusters Score -2.820088e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137252 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -28200896.000000 Penalty: 6035.705078
	Iteration 91Q: 3 clusters Score -2.82009e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -28200940.000000 Penalty: 6035.705078
	Iteration 92Q: 3 clusters Score -2.820094e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -28200980.000000 Penalty: 6035.705078
	Iteration 93Q: 3 clusters Score -2.820098e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -28200970.000000 Penalty: 6035.705078
	Iteration 94Q: 3 clusters Score -2.820097e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135771 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -28201038.000000 Penalty: 6035.705078
	Iteration 95Q: 3 clusters Score -2.820104e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -28201110.000000 Penalty: 6035.705078
	Iteration 96Q: 3 clusters Score -2.820111e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -28201092.000000 Penalty: 6035.705078
	Iteration 97Q: 3 clusters Score -2.820109e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -28201052.000000 Penalty: 6035.705078
	Iteration 98Q: 3 clusters Score -2.820105e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134360 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -28201064.000000 Penalty: 6035.705078
	Iteration 99Q: 3 clusters Score -2.820106e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -28201106.000000 Penalty: 6035.705078
	Iteration 100F: 3 clusters Score -2.820111e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -28201234.000000 Penalty: 6035.705078
	Iteration 101Q: 3 clusters Score -2.820123e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -28201244.000000 Penalty: 6035.705078
	Iteration 102Q: 3 clusters Score -2.820124e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132791 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -28201322.000000 Penalty: 6035.705078
	Iteration 103Q: 3 clusters Score -2.820132e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -28201402.000000 Penalty: 6035.705078
	Iteration 104Q: 3 clusters Score -2.82014e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -28201452.000000 Penalty: 6035.705078
	Iteration 105Q: 3 clusters Score -2.820145e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -28201486.000000 Penalty: 6035.705078
	Iteration 106Q: 3 clusters Score -2.820149e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -28201532.000000 Penalty: 6035.705078
	Iteration 107Q: 3 clusters Score -2.820153e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131203 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -28201612.000000 Penalty: 6035.705078
	Iteration 108Q: 3 clusters Score -2.820161e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -28201626.000000 Penalty: 6035.705078
	Iteration 109Q: 3 clusters Score -2.820163e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -28201610.000000 Penalty: 6035.705078
	Iteration 110Q: 3 clusters Score -2.820161e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -28201586.000000 Penalty: 6035.705078
	Iteration 111Q: 3 clusters Score -2.820159e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -28201598.000000 Penalty: 6035.705078
	Iteration 112Q: 3 clusters Score -2.82016e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -28201682.000000 Penalty: 6035.705078
	Iteration 113Q: 3 clusters Score -2.820168e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -28201734.000000 Penalty: 6035.705078
	Iteration 114Q: 3 clusters Score -2.820173e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -28201860.000000 Penalty: 6035.705078
	Iteration 115Q: 3 clusters Score -2.820186e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -28201906.000000 Penalty: 6035.705078
	Iteration 116Q: 3 clusters Score -2.820191e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -28201898.000000 Penalty: 6035.705078
	Iteration 117Q: 3 clusters Score -2.82019e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -28201984.000000 Penalty: 6035.705078
	Iteration 118Q: 3 clusters Score -2.820198e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -28202122.000000 Penalty: 6035.705078
	Iteration 119Q: 3 clusters Score -2.820212e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -28202184.000000 Penalty: 6035.705078
	Iteration 120F: 3 clusters Score -2.820218e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -28202256.000000 Penalty: 6035.705078
	Iteration 121Q: 3 clusters Score -2.820226e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124877 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -28202288.000000 Penalty: 6035.705078
	Iteration 122Q: 3 clusters Score -2.820229e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -28202348.000000 Penalty: 6035.705078
	Iteration 123Q: 3 clusters Score -2.820235e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -28202474.000000 Penalty: 6035.705078
	Iteration 124Q: 3 clusters Score -2.820247e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -28202504.000000 Penalty: 6035.705078
	Iteration 125Q: 3 clusters Score -2.82025e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -28202608.000000 Penalty: 6035.705078
	Iteration 126Q: 3 clusters Score -2.820261e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -28202654.000000 Penalty: 6035.705078
	Iteration 127Q: 3 clusters Score -2.820265e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -28202770.000000 Penalty: 6035.705078
	Iteration 128Q: 3 clusters Score -2.820277e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -28202838.000000 Penalty: 6035.705078
	Iteration 129Q: 3 clusters Score -2.820284e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -28202964.000000 Penalty: 6035.705078
	Iteration 130Q: 3 clusters Score -2.820296e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -28203018.000000 Penalty: 6035.705078
	Iteration 131Q: 3 clusters Score -2.820302e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -28203000.000000 Penalty: 6035.705078
	Iteration 132Q: 3 clusters Score -2.8203e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -28203084.000000 Penalty: 6035.705078
	Iteration 133Q: 3 clusters Score -2.820308e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119599 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -28203128.000000 Penalty: 6035.705078
	Iteration 134Q: 3 clusters Score -2.820313e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -28203108.000000 Penalty: 6035.705078
	Iteration 135Q: 3 clusters Score -2.820311e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -28203258.000000 Penalty: 6035.705078
	Iteration 136Q: 3 clusters Score -2.820326e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -28203240.000000 Penalty: 6035.705078
	Iteration 137Q: 3 clusters Score -2.820324e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -28203288.000000 Penalty: 6035.705078
	Iteration 138Q: 3 clusters Score -2.820329e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -28203338.000000 Penalty: 6035.705078
	Iteration 139Q: 3 clusters Score -2.820334e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -28203498.000000 Penalty: 6035.705078
	Iteration 140F: 3 clusters Score -2.82035e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116724 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -28203514.000000 Penalty: 6035.705078
	Iteration 141Q: 3 clusters Score -2.820351e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -28203592.000000 Penalty: 6035.705078
	Iteration 142Q: 3 clusters Score -2.820359e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -28203636.000000 Penalty: 6035.705078
	Iteration 143Q: 3 clusters Score -2.820364e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -28203632.000000 Penalty: 6035.705078
	Iteration 144Q: 3 clusters Score -2.820363e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -28203692.000000 Penalty: 6035.705078
	Iteration 145Q: 3 clusters Score -2.820369e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -28203716.000000 Penalty: 6035.705078
	Iteration 146Q: 3 clusters Score -2.820372e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -28203756.000000 Penalty: 6035.705078
	Iteration 147Q: 3 clusters Score -2.820376e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -28203814.000000 Penalty: 6035.705078
	Iteration 148Q: 3 clusters Score -2.820381e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -28203782.000000 Penalty: 6035.705078
	Iteration 149Q: 3 clusters Score -2.820378e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -28203824.000000 Penalty: 6035.705078
	Iteration 150Q: 3 clusters Score -2.820382e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -28203772.000000 Penalty: 6035.705078
	Iteration 151Q: 3 clusters Score -2.820377e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -28203868.000000 Penalty: 6035.705078
	Iteration 152Q: 3 clusters Score -2.820387e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -28203924.000000 Penalty: 6035.705078
	Iteration 153Q: 3 clusters Score -2.820392e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -28203978.000000 Penalty: 6035.705078
	Iteration 154Q: 3 clusters Score -2.820398e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -28203932.000000 Penalty: 6035.705078
	Iteration 155Q: 3 clusters Score -2.820393e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -28203960.000000 Penalty: 6035.705078
	Iteration 156Q: 3 clusters Score -2.820396e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -28203936.000000 Penalty: 6035.705078
	Iteration 157Q: 3 clusters Score -2.820394e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -28203928.000000 Penalty: 6035.705078
	Iteration 158Q: 3 clusters Score -2.820393e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -28203914.000000 Penalty: 6035.705078
	Iteration 159Q: 3 clusters Score -2.820391e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -28203930.000000 Penalty: 6035.705078
	Iteration 160F: 3 clusters Score -2.820393e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -28203966.000000 Penalty: 6035.705078
	Iteration 161Q: 3 clusters Score -2.820397e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -28203940.000000 Penalty: 6035.705078
	Iteration 162Q: 3 clusters Score -2.820394e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -28204014.000000 Penalty: 6035.705078
	Iteration 163Q: 3 clusters Score -2.820401e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -28203926.000000 Penalty: 6035.705078
	Iteration 164Q: 3 clusters Score -2.820393e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -28203900.000000 Penalty: 6035.705078
	Iteration 165Q: 3 clusters Score -2.82039e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -28203926.000000 Penalty: 6035.705078
	Iteration 166Q: 3 clusters Score -2.820393e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -28204008.000000 Penalty: 6035.705078
	Iteration 167Q: 3 clusters Score -2.820401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -28204064.000000 Penalty: 6035.705078
	Iteration 168Q: 3 clusters Score -2.820406e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -28204034.000000 Penalty: 6035.705078
	Iteration 169Q: 3 clusters Score -2.820403e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -28204062.000000 Penalty: 6035.705078
	Iteration 170Q: 3 clusters Score -2.820406e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -28204068.000000 Penalty: 6035.705078
	Iteration 171Q: 3 clusters Score -2.820407e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -28204094.000000 Penalty: 6035.705078
	Iteration 172Q: 3 clusters Score -2.820409e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -28204108.000000 Penalty: 6035.705078
	Iteration 173Q: 3 clusters Score -2.820411e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -28204114.000000 Penalty: 6035.705078
	Iteration 174Q: 3 clusters Score -2.820411e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -28204124.000000 Penalty: 6035.705078
	Iteration 175Q: 3 clusters Score -2.820412e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -28204114.000000 Penalty: 6035.705078
	Iteration 176Q: 3 clusters Score -2.820411e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -28204118.000000 Penalty: 6035.705078
	Iteration 177Q: 3 clusters Score -2.820412e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -28204112.000000 Penalty: 6035.705078
	Iteration 178Q: 3 clusters Score -2.820411e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -28204156.000000 Penalty: 6035.705078
	Iteration 179Q: 3 clusters Score -2.820416e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -28204114.000000 Penalty: 6035.705078
	Iteration 180F: 3 clusters Score -2.820411e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -28204142.000000 Penalty: 6035.705078
	Iteration 181Q: 3 clusters Score -2.820414e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -28204214.000000 Penalty: 6035.705078
	Iteration 182Q: 3 clusters Score -2.820421e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107742 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -28204216.000000 Penalty: 6035.705078
	Iteration 183Q: 3 clusters Score -2.820422e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -28204230.000000 Penalty: 6035.705078
	Iteration 184Q: 3 clusters Score -2.820423e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -28204270.000000 Penalty: 6035.705078
	Iteration 185Q: 3 clusters Score -2.820427e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -28204344.000000 Penalty: 6035.705078
	Iteration 186Q: 3 clusters Score -2.820434e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -28204320.000000 Penalty: 6035.705078
	Iteration 187Q: 3 clusters Score -2.820432e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -28204324.000000 Penalty: 6035.705078
	Iteration 188Q: 3 clusters Score -2.820432e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -28204312.000000 Penalty: 6035.705078
	Iteration 189Q: 3 clusters Score -2.820431e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -28204306.000000 Penalty: 6035.705078
	Iteration 190Q: 3 clusters Score -2.820431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -28204318.000000 Penalty: 6035.705078
	Iteration 191Q: 3 clusters Score -2.820432e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -28204308.000000 Penalty: 6035.705078
	Iteration 192Q: 3 clusters Score -2.820431e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -28204288.000000 Penalty: 6035.705078
	Iteration 193Q: 3 clusters Score -2.820429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -28204308.000000 Penalty: 6035.705078
	Iteration 194Q: 3 clusters Score -2.820431e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
Score: -28204328.000000 Penalty: 6035.705078
	Iteration 195Q: 3 clusters Score -2.820433e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -28204302.000000 Penalty: 6035.705078
	Iteration 196Q: 3 clusters Score -2.82043e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -28204306.000000 Penalty: 6035.705078
	Iteration 197Q: 3 clusters Score -2.820431e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -28204320.000000 Penalty: 6035.705078
	Iteration 198Q: 3 clusters Score -2.820432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -28204306.000000 Penalty: 6035.705078
	Iteration 199Q: 3 clusters Score -2.820431e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -28204302.000000 Penalty: 6035.705078
	Iteration 200F: 3 clusters Score -2.82043e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -28204300.000000 Penalty: 6035.705078
	Iteration 201Q: 3 clusters Score -2.82043e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -28204326.000000 Penalty: 6035.705078
	Iteration 202Q: 3 clusters Score -2.820433e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -28204278.000000 Penalty: 6035.705078
	Iteration 203Q: 3 clusters Score -2.820428e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -28204300.000000 Penalty: 6035.705078
	Iteration 204Q: 3 clusters Score -2.82043e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105536 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -28204334.000000 Penalty: 6035.705078
	Iteration 205Q: 3 clusters Score -2.820433e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -28204322.000000 Penalty: 6035.705078
	Iteration 206Q: 3 clusters Score -2.820432e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -28204338.000000 Penalty: 6035.705078
	Iteration 207Q: 3 clusters Score -2.820434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -28204312.000000 Penalty: 6035.705078
	Iteration 208Q: 3 clusters Score -2.820431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -28204314.000000 Penalty: 6035.705078
	Iteration 209Q: 3 clusters Score -2.820431e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -28204312.000000 Penalty: 6035.705078
	Iteration 210Q: 3 clusters Score -2.820431e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -28204340.000000 Penalty: 6035.705078
	Iteration 211Q: 3 clusters Score -2.820434e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -28204386.000000 Penalty: 6035.705078
	Iteration 212Q: 3 clusters Score -2.820439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -28204370.000000 Penalty: 6035.705078
	Iteration 213Q: 3 clusters Score -2.820437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -28204362.000000 Penalty: 6035.705078
	Iteration 214Q: 3 clusters Score -2.820436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -28204390.000000 Penalty: 6035.705078
	Iteration 215Q: 3 clusters Score -2.820439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -28204374.000000 Penalty: 6035.705078
	Iteration 216Q: 3 clusters Score -2.820437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -28204428.000000 Penalty: 6035.705078
	Iteration 217Q: 3 clusters Score -2.820443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -28204434.000000 Penalty: 6035.705078
	Iteration 218Q: 3 clusters Score -2.820443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -28204422.000000 Penalty: 6035.705078
	Iteration 219Q: 3 clusters Score -2.820442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -28204426.000000 Penalty: 6035.705078
	Iteration 220F: 3 clusters Score -2.820443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -28204406.000000 Penalty: 6035.705078
	Iteration 221Q: 3 clusters Score -2.820441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -28204386.000000 Penalty: 6035.705078
	Iteration 222Q: 3 clusters Score -2.820439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -28204430.000000 Penalty: 6035.705078
	Iteration 223Q: 3 clusters Score -2.820443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -28204418.000000 Penalty: 6035.705078
	Iteration 224Q: 3 clusters Score -2.820442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -28204420.000000 Penalty: 6035.705078
	Iteration 225Q: 3 clusters Score -2.820442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -28204420.000000 Penalty: 6035.705078
	Iteration 226Q: 3 clusters Score -2.820442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -28204416.000000 Penalty: 6035.705078
	Iteration 227Q: 3 clusters Score -2.820442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -28204412.000000 Penalty: 6035.705078
	Iteration 228Q: 3 clusters Score -2.820441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -28204414.000000 Penalty: 6035.705078
	Iteration 229Q: 3 clusters Score -2.820441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -28204412.000000 Penalty: 6035.705078
	Iteration 230Q: 3 clusters Score -2.820441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -28204418.000000 Penalty: 6035.705078
	Iteration 231Q: 3 clusters Score -2.820442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -28204418.000000 Penalty: 6035.705078
	Iteration 232Q: 3 clusters Score -2.820442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -28204428.000000 Penalty: 6035.705078
	Iteration 233Q: 3 clusters Score -2.820443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -28204414.000000 Penalty: 6035.705078
	Iteration 234Q: 3 clusters Score -2.820441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -28204414.000000 Penalty: 6035.705078
	Iteration 235F: 3 clusters Score -2.820441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -95722.445312 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -95722.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94037.437500 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -94037.44 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94469.914062 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -94469.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94797.054688 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -94797.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94979.679688 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -94979.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95096.765625 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -95096.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95162.960938 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -95162.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95209.125000 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -95209.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95220.320312 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -95220.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95227.687500 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -95227.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95238.507812 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -95238.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95249.375000 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -95249.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95257.125000 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -95257.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95264.179688 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -95264.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95273.281250 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -95273.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95277.984375 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -95277.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95279.195312 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -95279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95279.195312 Penalty: 3290.125977
	Iteration 16F: 3 clusters Score -95279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 120034 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41639 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 39614 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39894 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28553 members 
Mstep: Class 18 contains 43773 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38558 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97721 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192675 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966040.000000 Penalty: 102048.265625
Iteration 479Q: 31 clusters Score -1.28966e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 6893 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 119820 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41644 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 39738 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39879 members 
Mstep: Class 12 contains 34717 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28555 members 
Mstep: Class 18 contains 43774 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97749 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192649 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966024.000000 Penalty: 102048.265625
Iteration 480F: 31 clusters Score -1.28966e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 44948 members 
Mstep: Class 5 contains 119638 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 41642 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 9 contains 39855 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39878 members 
Mstep: Class 12 contains 34780 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28559 members 
Mstep: Class 18 contains 43769 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38562 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97787 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192620 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128965992.000000 Penalty: 102048.265625
Iteration 481Q: 31 clusters Score -1.28966e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 5 contains 119413 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 39973 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 34838 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28561 members 
Mstep: Class 18 contains 43767 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38564 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97823 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192601 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966136.000000 Penalty: 102048.265625
Iteration 482Q: 31 clusters Score -1.289661e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 119220 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 41638 members 
Mstep: Class 8 contains 33051 members 
Mstep: Class 9 contains 40060 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39870 members 
Mstep: Class 12 contains 34880 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28567 members 
Mstep: Class 18 contains 43768 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38566 members 
Mstep: Class 21 contains 20870 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97847 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192590 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966400.000000 Penalty: 102048.265625
Iteration 483Q: 31 clusters Score -1.289664e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 6890 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 119108 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41640 members 
Mstep: Class 8 contains 33027 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 34907 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28571 members 
Mstep: Class 18 contains 43772 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38567 members 
Mstep: Class 21 contains 20849 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97846 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192539 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966536.000000 Penalty: 102048.265625
Iteration 484Q: 31 clusters Score -1.289665e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 45011 members 
Mstep: Class 5 contains 118982 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 41635 members 
Mstep: Class 8 contains 33033 members 
Mstep: Class 9 contains 40228 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28578 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 38568 members 
Mstep: Class 21 contains 20836 members 
Mstep: Class 22 contains 4181 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97833 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192523 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966664.000000 Penalty: 102048.265625
Iteration 485Q: 31 clusters Score -1.289667e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 45033 members 
Mstep: Class 5 contains 118858 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41633 members 
Mstep: Class 8 contains 33044 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39839 members 
Mstep: Class 12 contains 34941 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28579 members 
Mstep: Class 18 contains 43775 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 38570 members 
Mstep: Class 21 contains 20807 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97837 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192510 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966664.000000 Penalty: 102048.265625
Iteration 486Q: 31 clusters Score -1.289667e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 45041 members 
Mstep: Class 5 contains 118807 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41629 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39827 members 
Mstep: Class 12 contains 34957 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 28580 members 
Mstep: Class 18 contains 43769 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38570 members 
Mstep: Class 21 contains 20784 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97840 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192469 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966824.000000 Penalty: 102048.265625
Iteration 487Q: 31 clusters Score -1.289668e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 45052 members 
Mstep: Class 5 contains 118790 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 40456 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39809 members 
Mstep: Class 12 contains 34987 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 28583 members 
Mstep: Class 18 contains 43767 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38570 members 
Mstep: Class 21 contains 20771 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97827 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192383 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966776.000000 Penalty: 102048.265625
Iteration 488Q: 31 clusters Score -1.289668e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 45077 members 
Mstep: Class 5 contains 118761 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41625 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 40544 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39800 members 
Mstep: Class 12 contains 35013 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 28585 members 
Mstep: Class 18 contains 43766 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38570 members 
Mstep: Class 21 contains 20756 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97819 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192259 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966896.000000 Penalty: 102048.265625
Iteration 489Q: 31 clusters Score -1.289669e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 45105 members 
Mstep: Class 5 contains 118690 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 41620 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 40632 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39803 members 
Mstep: Class 12 contains 35026 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28592 members 
Mstep: Class 18 contains 43761 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38571 members 
Mstep: Class 21 contains 20745 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97826 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192132 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966744.000000 Penalty: 102048.265625
Iteration 490Q: 31 clusters Score -1.289667e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 45135 members 
Mstep: Class 5 contains 118598 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 41624 members 
Mstep: Class 8 contains 33058 members 
Mstep: Class 9 contains 40726 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39805 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 28601 members 
Mstep: Class 18 contains 43758 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38571 members 
Mstep: Class 21 contains 20731 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97821 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 192038 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966680.000000 Penalty: 102048.265625
Iteration 491Q: 31 clusters Score -1.289667e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 45172 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 40794 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39793 members 
Mstep: Class 12 contains 35090 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28604 members 
Mstep: Class 18 contains 43754 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 38572 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97789 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191944 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966632.000000 Penalty: 102048.265625
Iteration 492Q: 31 clusters Score -1.289666e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 45203 members 
Mstep: Class 5 contains 118499 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 41651 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 40880 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39790 members 
Mstep: Class 12 contains 35116 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28604 members 
Mstep: Class 18 contains 43759 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38573 members 
Mstep: Class 21 contains 20703 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97761 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191792 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966616.000000 Penalty: 102048.265625
Iteration 493Q: 31 clusters Score -1.289666e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 118447 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 41645 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 40969 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 12 contains 35135 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28612 members 
Mstep: Class 18 contains 43762 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38574 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97745 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191662 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966640.000000 Penalty: 102048.265625
Iteration 494Q: 31 clusters Score -1.289666e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 13337 members 
Mstep: Class 4 contains 45243 members 
Mstep: Class 5 contains 118401 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 41644 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 41057 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39779 members 
Mstep: Class 12 contains 35137 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 43762 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38576 members 
Mstep: Class 21 contains 20666 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97771 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191526 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966640.000000 Penalty: 102048.265625
Iteration 495Q: 31 clusters Score -1.289666e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 45269 members 
Mstep: Class 5 contains 118377 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 41635 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 41146 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39777 members 
Mstep: Class 12 contains 35170 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28620 members 
Mstep: Class 18 contains 43760 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38578 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97763 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191374 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966600.000000 Penalty: 102048.265625
Iteration 496Q: 31 clusters Score -1.289666e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 45304 members 
Mstep: Class 5 contains 118341 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 41629 members 
Mstep: Class 8 contains 33093 members 
Mstep: Class 9 contains 41231 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39774 members 
Mstep: Class 12 contains 35202 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 43758 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38580 members 
Mstep: Class 21 contains 20608 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97777 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 191211 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966576.000000 Penalty: 102048.265625
Iteration 497Q: 31 clusters Score -1.289666e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 45349 members 
Mstep: Class 5 contains 118318 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41623 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39772 members 
Mstep: Class 12 contains 35230 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28630 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38580 members 
Mstep: Class 21 contains 20573 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97801 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 190992 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966576.000000 Penalty: 102048.265625
Iteration 498Q: 31 clusters Score -1.289666e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 13341 members 
Mstep: Class 4 contains 45404 members 
Mstep: Class 5 contains 118328 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 41624 members 
Mstep: Class 8 contains 33100 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39768 members 
Mstep: Class 12 contains 35265 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28630 members 
Mstep: Class 18 contains 43753 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 38580 members 
Mstep: Class 21 contains 20533 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97845 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 190693 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966256.000000 Penalty: 102048.265625
Iteration 499Q: 31 clusters Score -1.289663e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 13341 members 
Mstep: Class 4 contains 45432 members 
Mstep: Class 5 contains 118349 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 41609 members 
Mstep: Class 8 contains 33090 members 
Mstep: Class 9 contains 41547 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 39758 members 
Mstep: Class 12 contains 35271 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 28633 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 38580 members 
Mstep: Class 21 contains 20489 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 216 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 97863 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 190513 members 
Mstep: Class 30 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128966072.000000 Penalty: 102048.265625
Iteration 500F: 31 clusters Score -1.289661e+08 nChanged 1454
Maximum iterations exceeded
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -387490400.000000 Penalty: 110221.937500
24->31 Clusters: Score -387490400.000000, best is -387517600.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 905429 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 37796 members 
Mstep: Class 3 contains 37774 members 
Mstep: Class 4 contains 37934 members 
Mstep: Class 5 contains 37472 members 
Mstep: Class 6 contains 37734 members 
Mstep: Class 7 contains 37552 members 
Mstep: Class 8 contains 37564 members 
Mstep: Class 9 contains 37369 members 
Mstep: Class 10 contains 37709 members 
Mstep: Class 11 contains 37818 members 
Mstep: Class 12 contains 37737 members 
Mstep: Class 13 contains 37843 members 
Mstep: Class 14 contains 37843 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 37790 members 
Mstep: Class 17 contains 37955 members 
Mstep: Class 18 contains 37988 members 
Mstep: Class 19 contains 37700 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 37530 members 
Mstep: Class 22 contains 37983 members 
Mstep: Class 23 contains 37732 members 
Mstep: Class 24 contains 37725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 797.734619 but Gain 3401.609375
Score: -123368080.000000 Penalty: 78237.000000
Iteration 0F: 24 clusters Score -1.233681e+08 nChanged 865596
Entering Unmasked Mstep 
Mstep: Class 0 contains 2344 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 65962 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 35290 members 
Mstep: Class 5 contains 22413 members 
Mstep: Class 6 contains 14520 members 
Mstep: Class 7 contains 22278 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 94976 members 
Mstep: Class 11 contains 16108 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 49763 members 
Mstep: Class 14 contains 6534 members 
Mstep: Class 15 contains 279057 members 
Mstep: Class 16 contains 14939 members 
Mstep: Class 17 contains 29653 members 
Mstep: Class 18 contains 134206 members 
Mstep: Class 19 contains 13794 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 22 contains 9498 members 
Mstep: Class 23 contains 17013 members 
Mstep: Class 24 contains 19034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1699.468994 but Gain 3401.609375
Score: -126802728.000000 Penalty: 74835.390625
Iteration 1F: 23 clusters Score -1.268027e+08 nChanged 365702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2253 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 54702 members 
Mstep: Class 3 contains 32208 members 
Mstep: Class 4 contains 25832 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 17704 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 9512 members 
Mstep: Class 10 contains 146562 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 26553 members 
Mstep: Class 15 contains 265627 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 16114 members 
Mstep: Class 18 contains 169774 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 9691 members 
Mstep: Class 22 contains 18877 members 
Mstep: Class 23 contains 19902 members 
Mstep: Class 24 contains 19486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1858.909912 but Gain 3401.601562
Score: -127685240.000000 Penalty: 71433.789062
Iteration 2F: 22 clusters Score -1.276852e+08 nChanged 233979
Entering Unmasked Mstep 
Mstep: Class 0 contains 2148 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 50715 members 
Mstep: Class 3 contains 46938 members 
Mstep: Class 4 contains 32653 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 12910 members 
Mstep: Class 7 contains 13574 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 201148 members 
Mstep: Class 11 contains 19292 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 15 contains 232310 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 150630 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 12610 members 
Mstep: Class 22 contains 28764 members 
Mstep: Class 23 contains 29371 members 
Mstep: Class 24 contains 18731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2285.424805 but Gain 3401.609375
Score: -128097168.000000 Penalty: 68032.179688
Iteration 3F: 21 clusters Score -1.280972e+08 nChanged 157707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1959 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 44576 members 
Mstep: Class 3 contains 55943 members 
Mstep: Class 4 contains 44823 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 8166 members 
Mstep: Class 10 contains 227244 members 
Mstep: Class 11 contains 19945 members 
Mstep: Class 13 contains 5083 members 
Mstep: Class 15 contains 214602 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 139019 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 22 contains 34896 members 
Mstep: Class 23 contains 34761 members 
Mstep: Class 24 contains 15451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2405.674561 but Gain 3401.613281
Score: -128299392.000000 Penalty: 64630.566406
Iteration 4F: 20 clusters Score -1.282994e+08 nChanged 134365
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 39689 members 
Mstep: Class 3 contains 59854 members 
Mstep: Class 4 contains 55292 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 13299 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 217437 members 
Mstep: Class 11 contains 21244 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 15 contains 216185 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 18 contains 140779 members 
Mstep: Class 20 contains 14865 members 
Mstep: Class 22 contains 37299 members 
Mstep: Class 23 contains 37794 members 
Mstep: Class 24 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128552184.000000 Penalty: 64630.566406
Iteration 5F: 20 clusters Score -1.285522e+08 nChanged 86443
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 38691 members 
Mstep: Class 3 contains 60971 members 
Mstep: Class 4 contains 60477 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 7 contains 14187 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 205739 members 
Mstep: Class 11 contains 22827 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 15 contains 220448 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 18 contains 142361 members 
Mstep: Class 20 contains 16179 members 
Mstep: Class 22 contains 38426 members 
Mstep: Class 23 contains 38467 members 
Mstep: Class 24 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128619128.000000 Penalty: 64630.566406
Iteration 6F: 20 clusters Score -1.286191e+08 nChanged 72215
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 60932 members 
Mstep: Class 4 contains 62325 members 
Mstep: Class 5 contains 2817 members 
Mstep: Class 6 contains 12362 members 
Mstep: Class 7 contains 14356 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 204458 members 
Mstep: Class 11 contains 24232 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 15 contains 216081 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 18 contains 143672 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 22 contains 39151 members 
Mstep: Class 23 contains 37448 members 
Mstep: Class 24 contains 10242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3317.595215 but Gain 3401.609375
Score: -128665440.000000 Penalty: 61228.957031
Iteration 7F: 19 clusters Score -1.286654e+08 nChanged 64196
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 47469 members 
Mstep: Class 3 contains 60781 members 
Mstep: Class 4 contains 63010 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 4747 members 
Mstep: Class 10 contains 204662 members 
Mstep: Class 11 contains 25470 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 15 contains 211092 members 
Mstep: Class 18 contains 144089 members 
Mstep: Class 20 contains 18919 members 
Mstep: Class 22 contains 39879 members 
Mstep: Class 23 contains 36021 members 
Mstep: Class 24 contains 9522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128706072.000000 Penalty: 61228.957031
Iteration 8F: 19 clusters Score -1.287061e+08 nChanged 55703
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 54493 members 
Mstep: Class 3 contains 60211 members 
Mstep: Class 4 contains 62585 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 10025 members 
Mstep: Class 7 contains 14566 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 203131 members 
Mstep: Class 11 contains 26164 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 15 contains 207803 members 
Mstep: Class 18 contains 143883 members 
Mstep: Class 20 contains 20493 members 
Mstep: Class 22 contains 40183 members 
Mstep: Class 23 contains 34628 members 
Mstep: Class 24 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128736184.000000 Penalty: 61228.957031
Iteration 9F: 19 clusters Score -1.287362e+08 nChanged 48548
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 61953 members 
Mstep: Class 3 contains 59742 members 
Mstep: Class 4 contains 61875 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 8841 members 
Mstep: Class 7 contains 14502 members 
Mstep: Class 8 contains 1651 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 200681 members 
Mstep: Class 11 contains 26485 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 15 contains 204926 members 
Mstep: Class 18 contains 143647 members 
Mstep: Class 20 contains 22133 members 
Mstep: Class 22 contains 40390 members 
Mstep: Class 23 contains 33621 members 
Mstep: Class 24 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128760888.000000 Penalty: 61228.957031
Iteration 10F: 19 clusters Score -1.287609e+08 nChanged 40203
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 68810 members 
Mstep: Class 3 contains 59392 members 
Mstep: Class 4 contains 61092 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 14378 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 198169 members 
Mstep: Class 11 contains 26525 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 15 contains 201895 members 
Mstep: Class 18 contains 143879 members 
Mstep: Class 20 contains 23495 members 
Mstep: Class 22 contains 40556 members 
Mstep: Class 23 contains 33149 members 
Mstep: Class 24 contains 6848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128778320.000000 Penalty: 61228.957031
Iteration 11Q: 19 clusters Score -1.287783e+08 nChanged 32397
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 75175 members 
Mstep: Class 3 contains 59268 members 
Mstep: Class 4 contains 60190 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 7012 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 195765 members 
Mstep: Class 11 contains 26538 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 15 contains 198247 members 
Mstep: Class 18 contains 144716 members 
Mstep: Class 20 contains 24526 members 
Mstep: Class 22 contains 40624 members 
Mstep: Class 23 contains 33078 members 
Mstep: Class 24 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128792168.000000 Penalty: 61228.957031
Iteration 12Q: 19 clusters Score -1.287922e+08 nChanged 26166
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 80921 members 
Mstep: Class 3 contains 59190 members 
Mstep: Class 4 contains 59244 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 14060 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 193591 members 
Mstep: Class 11 contains 26572 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 15 contains 194410 members 
Mstep: Class 18 contains 145926 members 
Mstep: Class 20 contains 25217 members 
Mstep: Class 22 contains 40651 members 
Mstep: Class 23 contains 33236 members 
Mstep: Class 24 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128802352.000000 Penalty: 61228.957031
Iteration 13Q: 19 clusters Score -1.288024e+08 nChanged 22275
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 86365 members 
Mstep: Class 3 contains 59229 members 
Mstep: Class 4 contains 58336 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 191594 members 
Mstep: Class 11 contains 26632 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 15 contains 190492 members 
Mstep: Class 18 contains 147052 members 
Mstep: Class 20 contains 25675 members 
Mstep: Class 22 contains 40635 members 
Mstep: Class 23 contains 33573 members 
Mstep: Class 24 contains 6251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128810104.000000 Penalty: 61228.957031
Iteration 14Q: 19 clusters Score -1.288101e+08 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 91803 members 
Mstep: Class 3 contains 59278 members 
Mstep: Class 4 contains 57542 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 13789 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 190249 members 
Mstep: Class 11 contains 26722 members 
Mstep: Class 13 contains 1173 members 
Mstep: Class 15 contains 185887 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 20 contains 25987 members 
Mstep: Class 22 contains 40586 members 
Mstep: Class 23 contains 33942 members 
Mstep: Class 24 contains 6264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128814936.000000 Penalty: 61228.957031
Iteration 15Q: 19 clusters Score -1.288149e+08 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 97396 members 
Mstep: Class 3 contains 59342 members 
Mstep: Class 4 contains 56730 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 4297 members 
Mstep: Class 10 contains 189133 members 
Mstep: Class 11 contains 26850 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 15 contains 180358 members 
Mstep: Class 18 contains 149327 members 
Mstep: Class 20 contains 26249 members 
Mstep: Class 22 contains 40530 members 
Mstep: Class 23 contains 34359 members 
Mstep: Class 24 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128818872.000000 Penalty: 61228.957031
Iteration 16Q: 19 clusters Score -1.288189e+08 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 103275 members 
Mstep: Class 3 contains 59333 members 
Mstep: Class 4 contains 56058 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 13626 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 187494 members 
Mstep: Class 11 contains 27018 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 15 contains 175000 members 
Mstep: Class 18 contains 150517 members 
Mstep: Class 20 contains 26453 members 
Mstep: Class 22 contains 40477 members 
Mstep: Class 23 contains 34759 members 
Mstep: Class 24 contains 6326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128821832.000000 Penalty: 61228.957031
Iteration 17Q: 19 clusters Score -1.288218e+08 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 109344 members 
Mstep: Class 3 contains 59307 members 
Mstep: Class 4 contains 55497 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 185725 members 
Mstep: Class 11 contains 27167 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 15 contains 169514 members 
Mstep: Class 18 contains 151657 members 
Mstep: Class 20 contains 26625 members 
Mstep: Class 22 contains 40399 members 
Mstep: Class 23 contains 35175 members 
Mstep: Class 24 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128824192.000000 Penalty: 61228.957031
Iteration 18Q: 19 clusters Score -1.288242e+08 nChanged 17009
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 115520 members 
Mstep: Class 3 contains 59272 members 
Mstep: Class 4 contains 55035 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 13555 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 183678 members 
Mstep: Class 11 contains 27340 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 164172 members 
Mstep: Class 18 contains 152733 members 
Mstep: Class 20 contains 26752 members 
Mstep: Class 22 contains 40312 members 
Mstep: Class 23 contains 35605 members 
Mstep: Class 24 contains 6415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128826208.000000 Penalty: 61228.957031
Iteration 19Q: 19 clusters Score -1.288262e+08 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 121908 members 
Mstep: Class 3 contains 59174 members 
Mstep: Class 4 contains 54648 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 13530 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 181314 members 
Mstep: Class 11 contains 27527 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 15 contains 158951 members 
Mstep: Class 18 contains 153718 members 
Mstep: Class 20 contains 26846 members 
Mstep: Class 22 contains 40203 members 
Mstep: Class 23 contains 36048 members 
Mstep: Class 24 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128827848.000000 Penalty: 61228.957031
Iteration 20F: 19 clusters Score -1.288278e+08 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 128462 members 
Mstep: Class 3 contains 59069 members 
Mstep: Class 4 contains 54328 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 13519 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 178703 members 
Mstep: Class 11 contains 27698 members 
Mstep: Class 13 contains 1205 members 
Mstep: Class 15 contains 153929 members 
Mstep: Class 18 contains 154474 members 
Mstep: Class 20 contains 26956 members 
Mstep: Class 22 contains 40076 members 
Mstep: Class 23 contains 36498 members 
Mstep: Class 24 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128829272.000000 Penalty: 61228.957031
Iteration 21Q: 19 clusters Score -1.288293e+08 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 135218 members 
Mstep: Class 3 contains 58976 members 
Mstep: Class 4 contains 54070 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 5735 members 
Mstep: Class 7 contains 13458 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 175526 members 
Mstep: Class 11 contains 27906 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 15 contains 149203 members 
Mstep: Class 18 contains 155158 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 22 contains 39921 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 6479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128830536.000000 Penalty: 61228.957031
Iteration 22Q: 19 clusters Score -1.288305e+08 nChanged 16451
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 142085 members 
Mstep: Class 3 contains 58896 members 
Mstep: Class 4 contains 53832 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 13414 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 172158 members 
Mstep: Class 11 contains 28127 members 
Mstep: Class 13 contains 1221 members 
Mstep: Class 15 contains 144755 members 
Mstep: Class 18 contains 155566 members 
Mstep: Class 20 contains 27118 members 
Mstep: Class 22 contains 39761 members 
Mstep: Class 23 contains 37441 members 
Mstep: Class 24 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128831888.000000 Penalty: 61228.957031
Iteration 23Q: 19 clusters Score -1.288319e+08 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 149232 members 
Mstep: Class 3 contains 58819 members 
Mstep: Class 4 contains 53610 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 6074 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 168525 members 
Mstep: Class 11 contains 28304 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 15 contains 140584 members 
Mstep: Class 18 contains 155696 members 
Mstep: Class 20 contains 27201 members 
Mstep: Class 22 contains 39592 members 
Mstep: Class 23 contains 37895 members 
Mstep: Class 24 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128832736.000000 Penalty: 61228.957031
Iteration 24Q: 19 clusters Score -1.288327e+08 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 53343 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 6258 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 164804 members 
Mstep: Class 11 contains 28471 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 15 contains 136871 members 
Mstep: Class 18 contains 155506 members 
Mstep: Class 20 contains 27289 members 
Mstep: Class 22 contains 39438 members 
Mstep: Class 23 contains 38311 members 
Mstep: Class 24 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128833952.000000 Penalty: 61228.957031
Iteration 25Q: 19 clusters Score -1.28834e+08 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 163591 members 
Mstep: Class 3 contains 58611 members 
Mstep: Class 4 contains 53124 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 13205 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 161120 members 
Mstep: Class 11 contains 28589 members 
Mstep: Class 13 contains 1238 members 
Mstep: Class 15 contains 133569 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 20 contains 27357 members 
Mstep: Class 22 contains 39306 members 
Mstep: Class 23 contains 38662 members 
Mstep: Class 24 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128835808.000000 Penalty: 61228.957031
Iteration 26Q: 19 clusters Score -1.288358e+08 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 170726 members 
Mstep: Class 3 contains 58521 members 
Mstep: Class 4 contains 52925 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 13140 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 157605 members 
Mstep: Class 11 contains 28682 members 
Mstep: Class 13 contains 1241 members 
Mstep: Class 15 contains 130630 members 
Mstep: Class 18 contains 153893 members 
Mstep: Class 20 contains 27414 members 
Mstep: Class 22 contains 39188 members 
Mstep: Class 23 contains 39047 members 
Mstep: Class 24 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128837168.000000 Penalty: 61228.957031
Iteration 27Q: 19 clusters Score -1.288372e+08 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 177411 members 
Mstep: Class 3 contains 58495 members 
Mstep: Class 4 contains 52762 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 13094 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 154502 members 
Mstep: Class 11 contains 28728 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 15 contains 127959 members 
Mstep: Class 18 contains 152544 members 
Mstep: Class 20 contains 27474 members 
Mstep: Class 22 contains 39080 members 
Mstep: Class 23 contains 39362 members 
Mstep: Class 24 contains 6675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128838368.000000 Penalty: 61228.957031
Iteration 28Q: 19 clusters Score -1.288384e+08 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 183777 members 
Mstep: Class 3 contains 58464 members 
Mstep: Class 4 contains 52605 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 151699 members 
Mstep: Class 11 contains 28750 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 15 contains 125724 members 
Mstep: Class 18 contains 150931 members 
Mstep: Class 20 contains 27534 members 
Mstep: Class 22 contains 39000 members 
Mstep: Class 23 contains 39579 members 
Mstep: Class 24 contains 6671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128839312.000000 Penalty: 61228.957031
Iteration 29Q: 19 clusters Score -1.288393e+08 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 189739 members 
Mstep: Class 3 contains 58430 members 
Mstep: Class 4 contains 52386 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 7230 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 149155 members 
Mstep: Class 11 contains 28812 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 15 contains 123892 members 
Mstep: Class 18 contains 149153 members 
Mstep: Class 20 contains 27560 members 
Mstep: Class 22 contains 38943 members 
Mstep: Class 23 contains 39766 members 
Mstep: Class 24 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128841352.000000 Penalty: 61228.957031
Iteration 30Q: 19 clusters Score -1.288414e+08 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 195971 members 
Mstep: Class 3 contains 58428 members 
Mstep: Class 4 contains 52141 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 12920 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 146407 members 
Mstep: Class 11 contains 28885 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 15 contains 122328 members 
Mstep: Class 18 contains 146976 members 
Mstep: Class 20 contains 27604 members 
Mstep: Class 22 contains 38898 members 
Mstep: Class 23 contains 39936 members 
Mstep: Class 24 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128847728.000000 Penalty: 61228.957031
Iteration 31Q: 19 clusters Score -1.288477e+08 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 204280 members 
Mstep: Class 3 contains 58440 members 
Mstep: Class 4 contains 51839 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 12864 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 142909 members 
Mstep: Class 11 contains 28930 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 15 contains 120583 members 
Mstep: Class 18 contains 143577 members 
Mstep: Class 20 contains 27646 members 
Mstep: Class 22 contains 38869 members 
Mstep: Class 23 contains 40287 members 
Mstep: Class 24 contains 6659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128854848.000000 Penalty: 61228.957031
Iteration 32Q: 19 clusters Score -1.288548e+08 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 215453 members 
Mstep: Class 3 contains 58414 members 
Mstep: Class 4 contains 51435 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 138277 members 
Mstep: Class 11 contains 28989 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 15 contains 118683 members 
Mstep: Class 18 contains 138649 members 
Mstep: Class 20 contains 27686 members 
Mstep: Class 22 contains 38848 members 
Mstep: Class 23 contains 40773 members 
Mstep: Class 24 contains 6701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128859216.000000 Penalty: 61228.957031
Iteration 33Q: 19 clusters Score -1.288592e+08 nChanged 24196
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 230586 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 7342 members 
Mstep: Class 7 contains 12756 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 132130 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 15 contains 116589 members 
Mstep: Class 18 contains 131280 members 
Mstep: Class 20 contains 27747 members 
Mstep: Class 22 contains 38839 members 
Mstep: Class 23 contains 41675 members 
Mstep: Class 24 contains 6789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128848048.000000 Penalty: 61228.957031
Iteration 34Q: 19 clusters Score -1.28848e+08 nChanged 29540
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 245081 members 
Mstep: Class 3 contains 58461 members 
Mstep: Class 4 contains 50500 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 12706 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 6063 members 
Mstep: Class 10 contains 125333 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 15 contains 115210 members 
Mstep: Class 18 contains 123380 members 
Mstep: Class 20 contains 27829 members 
Mstep: Class 22 contains 38862 members 
Mstep: Class 23 contains 43564 members 
Mstep: Class 24 contains 7012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128818480.000000 Penalty: 61228.957031
Iteration 35Q: 19 clusters Score -1.288185e+08 nChanged 26628
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 248228 members 
Mstep: Class 3 contains 58324 members 
Mstep: Class 4 contains 50388 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 12660 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 122391 members 
Mstep: Class 11 contains 29041 members 
Mstep: Class 13 contains 1251 members 
Mstep: Class 15 contains 115970 members 
Mstep: Class 18 contains 119251 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 22 contains 38887 members 
Mstep: Class 23 contains 46498 members 
Mstep: Class 24 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128808888.000000 Penalty: 61228.957031
Iteration 36Q: 19 clusters Score -1.288089e+08 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 244954 members 
Mstep: Class 3 contains 58093 members 
Mstep: Class 4 contains 50232 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 122180 members 
Mstep: Class 11 contains 29048 members 
Mstep: Class 13 contains 1251 members 
Mstep: Class 15 contains 117820 members 
Mstep: Class 18 contains 118001 members 
Mstep: Class 20 contains 27989 members 
Mstep: Class 22 contains 38941 members 
Mstep: Class 23 contains 48989 members 
Mstep: Class 24 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128815872.000000 Penalty: 61228.957031
Iteration 37Q: 19 clusters Score -1.288159e+08 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 241489 members 
Mstep: Class 3 contains 57861 members 
Mstep: Class 4 contains 49972 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 12582 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 122412 members 
Mstep: Class 11 contains 29016 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 15 contains 119584 members 
Mstep: Class 18 contains 117621 members 
Mstep: Class 20 contains 28004 members 
Mstep: Class 22 contains 39007 members 
Mstep: Class 23 contains 50517 members 
Mstep: Class 24 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128822576.000000 Penalty: 61228.957031
Iteration 38Q: 19 clusters Score -1.288226e+08 nChanged 9970
Entering ConstructFrom: 
Score: -128822576.000000 Penalty: 61228.957031
Entering ConstructFrom: 
Trying to split cluster 1 (9757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Entering Unmasked Estep 
Score: -1309442.000000 Penalty: 2278.063721
	Iteration 0F: 2 clusters Score -1309442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1301908.875000 Penalty: 4556.127441
	Iteration 0F: 3 clusters Score -1301909 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1304318.500000 Penalty: 4556.127441
	Iteration 1F: 3 clusters Score -1304318 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1304941.375000 Penalty: 4556.127441
	Iteration 2F: 3 clusters Score -1304941 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1305401.125000 Penalty: 4556.127441
	Iteration 3F: 3 clusters Score -1305401 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1305741.500000 Penalty: 4556.127441
	Iteration 4F: 3 clusters Score -1305742 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1306034.875000 Penalty: 4556.127441
	Iteration 5F: 3 clusters Score -1306035 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1306280.000000 Penalty: 4556.127441
	Iteration 6Q: 3 clusters Score -1306280 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1306504.875000 Penalty: 4556.127441
	Iteration 7Q: 3 clusters Score -1306505 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1306732.250000 Penalty: 4556.127441
	Iteration 8Q: 3 clusters Score -1306732 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1306979.250000 Penalty: 4556.127441
	Iteration 9Q: 3 clusters Score -1306979 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1307189.875000 Penalty: 4556.127441
	Iteration 10Q: 3 clusters Score -1307190 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1307383.375000 Penalty: 4556.127441
	Iteration 11Q: 3 clusters Score -1307383 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1307552.500000 Penalty: 4556.127441
	Iteration 12Q: 3 clusters Score -1307552 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1307696.500000 Penalty: 4556.127441
	Iteration 13Q: 3 clusters Score -1307696 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1307835.125000 Penalty: 4556.127441
	Iteration 14Q: 3 clusters Score -1307835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1307966.000000 Penalty: 4556.127441
	Iteration 15Q: 3 clusters Score -1307966 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1308070.125000 Penalty: 4556.127441
	Iteration 16Q: 3 clusters Score -1308070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1308174.500000 Penalty: 4556.127441
	Iteration 17Q: 3 clusters Score -1308174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1308257.000000 Penalty: 4556.127441
	Iteration 18Q: 3 clusters Score -1308257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1308323.125000 Penalty: 4556.127441
	Iteration 19Q: 3 clusters Score -1308323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1308374.625000 Penalty: 4556.127441
	Iteration 20F: 3 clusters Score -1308375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1308410.250000 Penalty: 4556.127441
	Iteration 21Q: 3 clusters Score -1308410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1308453.125000 Penalty: 4556.127441
	Iteration 22Q: 3 clusters Score -1308453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1308504.625000 Penalty: 4556.127441
	Iteration 23Q: 3 clusters Score -1308505 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1308584.375000 Penalty: 4556.127441
	Iteration 24Q: 3 clusters Score -1308584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1308698.250000 Penalty: 4556.127441
	Iteration 25Q: 3 clusters Score -1308698 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1308857.375000 Penalty: 4556.127441
	Iteration 26Q: 3 clusters Score -1308857 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1308988.000000 Penalty: 4556.127441
	Iteration 27Q: 3 clusters Score -1308988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1309104.625000 Penalty: 4556.127441
	Iteration 28Q: 3 clusters Score -1309105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1309168.750000 Penalty: 4556.127441
	Iteration 29Q: 3 clusters Score -1309169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1309222.250000 Penalty: 4556.127441
	Iteration 30Q: 3 clusters Score -1309222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1309255.000000 Penalty: 4556.127441
	Iteration 31Q: 3 clusters Score -1309255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1309275.125000 Penalty: 4556.127441
	Iteration 32Q: 3 clusters Score -1309275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1309293.625000 Penalty: 4556.127441
	Iteration 33Q: 3 clusters Score -1309294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1309307.750000 Penalty: 4556.127441
	Iteration 34Q: 3 clusters Score -1309308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1309329.375000 Penalty: 4556.127441
	Iteration 35Q: 3 clusters Score -1309329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1309337.625000 Penalty: 4556.127441
	Iteration 36Q: 3 clusters Score -1309338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1309346.375000 Penalty: 4556.127441
	Iteration 37Q: 3 clusters Score -1309346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1309353.250000 Penalty: 4556.127441
	Iteration 38Q: 3 clusters Score -1309353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1309360.375000 Penalty: 4556.127441
	Iteration 39Q: 3 clusters Score -1309360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1309390.000000 Penalty: 4556.127441
	Iteration 40F: 3 clusters Score -1309390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1309406.750000 Penalty: 4556.127441
	Iteration 41Q: 3 clusters Score -1309407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1309414.875000 Penalty: 4556.127441
	Iteration 42Q: 3 clusters Score -1309415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1309420.000000 Penalty: 4556.127441
	Iteration 43Q: 3 clusters Score -1309420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1309423.000000 Penalty: 4556.127441
	Iteration 44Q: 3 clusters Score -1309423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1309431.375000 Penalty: 4556.127441
	Iteration 45Q: 3 clusters Score -1309431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1309436.875000 Penalty: 4556.127441
	Iteration 46Q: 3 clusters Score -1309437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1309448.250000 Penalty: 4556.127441
	Iteration 47Q: 3 clusters Score -1309448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1309461.125000 Penalty: 4556.127441
	Iteration 48Q: 3 clusters Score -1309461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1309483.750000 Penalty: 4556.127441
	Iteration 49Q: 3 clusters Score -1309484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1309499.375000 Penalty: 4556.127441
	Iteration 50Q: 3 clusters Score -1309499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1309515.875000 Penalty: 4556.127441
	Iteration 51Q: 3 clusters Score -1309516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1309532.750000 Penalty: 4556.127441
	Iteration 52Q: 3 clusters Score -1309533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1309559.875000 Penalty: 4556.127441
	Iteration 53Q: 3 clusters Score -1309560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1309585.500000 Penalty: 4556.127441
	Iteration 54Q: 3 clusters Score -1309586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1309601.125000 Penalty: 4556.127441
	Iteration 55Q: 3 clusters Score -1309601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1309615.625000 Penalty: 4556.127441
	Iteration 56Q: 3 clusters Score -1309616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1309623.500000 Penalty: 4556.127441
	Iteration 57Q: 3 clusters Score -1309624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1309631.875000 Penalty: 4556.127441
	Iteration 58Q: 3 clusters Score -1309632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1309637.250000 Penalty: 4556.127441
	Iteration 59Q: 3 clusters Score -1309637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1309636.875000 Penalty: 4556.127441
	Iteration 60F: 3 clusters Score -1309637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1309640.500000 Penalty: 4556.127441
	Iteration 61Q: 3 clusters Score -1309640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1309642.750000 Penalty: 4556.127441
	Iteration 62Q: 3 clusters Score -1309643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1309644.000000 Penalty: 4556.127441
	Iteration 63Q: 3 clusters Score -1309644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1309646.000000 Penalty: 4556.127441
	Iteration 64Q: 3 clusters Score -1309646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1309646.000000 Penalty: 4556.127441
	Iteration 65F: 3 clusters Score -1309646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 238317 members 
Mstep: Class 3 contains 57673 members 
Mstep: Class 4 contains 49658 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128827776.000000 Penalty: 64630.566406
Splitting cluster 1 changes total score from -128822576.000000 to -128827776.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (238317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238317 members 
Entering Unmasked Estep 
Score: -34826516.000000 Penalty: 3070.576660
	Iteration 0F: 2 clusters Score -3.482652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -34724452.000000 Penalty: 6141.153320
	Iteration 0F: 3 clusters Score -3.472445e+07 nChanged 114841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 124319 members 
Entering Unmasked Estep 
Score: -34791932.000000 Penalty: 6141.153320
	Iteration 1F: 3 clusters Score -3.479193e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 126492 members 
Entering Unmasked Estep 
Score: -34793140.000000 Penalty: 6141.153320
	Iteration 2Q: 3 clusters Score -3.479314e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -34794868.000000 Penalty: 6141.153320
	Iteration 3Q: 3 clusters Score -3.479487e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104995 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -34797396.000000 Penalty: 6141.153320
	Iteration 4Q: 3 clusters Score -3.47974e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 137470 members 
Entering Unmasked Estep 
Score: -34801276.000000 Penalty: 6141.153320
	Iteration 5Q: 3 clusters Score -3.480128e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 141170 members 
Entering Unmasked Estep 
Score: -34807780.000000 Penalty: 6141.153320
	Iteration 6F: 3 clusters Score -3.480778e+07 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -34818068.000000 Penalty: 6141.153320
	Iteration 7F: 3 clusters Score -3.481807e+07 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 141640 members 
Entering Unmasked Estep 
Score: -34830924.000000 Penalty: 6141.153320
	Iteration 8F: 3 clusters Score -3.483092e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 137831 members 
Entering Unmasked Estep 
Score: -34838100.000000 Penalty: 6141.153320
	Iteration 9F: 3 clusters Score -3.48381e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -34840200.000000 Penalty: 6141.153320
	Iteration 10Q: 3 clusters Score -3.48402e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -34841076.000000 Penalty: 6141.153320
	Iteration 11Q: 3 clusters Score -3.484108e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -34841656.000000 Penalty: 6141.153320
	Iteration 12Q: 3 clusters Score -3.484166e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -34842516.000000 Penalty: 6141.153320
	Iteration 13Q: 3 clusters Score -3.484252e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -34843224.000000 Penalty: 6141.153320
	Iteration 14Q: 3 clusters Score -3.484322e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -34843576.000000 Penalty: 6141.153320
	Iteration 15Q: 3 clusters Score -3.484358e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -34843840.000000 Penalty: 6141.153320
	Iteration 16Q: 3 clusters Score -3.484384e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -34844188.000000 Penalty: 6141.153320
	Iteration 17Q: 3 clusters Score -3.484419e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -34844728.000000 Penalty: 6141.153320
	Iteration 18Q: 3 clusters Score -3.484473e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159759 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -34845692.000000 Penalty: 6141.153320
	Iteration 19Q: 3 clusters Score -3.484569e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -34846824.000000 Penalty: 6141.153320
	Iteration 20F: 3 clusters Score -3.484682e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -34848172.000000 Penalty: 6141.153320
	Iteration 21Q: 3 clusters Score -3.484817e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182787 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -34849436.000000 Penalty: 6141.153320
	Iteration 22Q: 3 clusters Score -3.484944e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189227 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -34850972.000000 Penalty: 6141.153320
	Iteration 23Q: 3 clusters Score -3.485097e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -34853000.000000 Penalty: 6141.153320
	Iteration 24Q: 3 clusters Score -3.4853e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -34853760.000000 Penalty: 6141.153320
	Iteration 25Q: 3 clusters Score -3.485376e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199764 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -34853808.000000 Penalty: 6141.153320
	Iteration 26Q: 3 clusters Score -3.485381e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201548 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -34853852.000000 Penalty: 6141.153320
	Iteration 27Q: 3 clusters Score -3.485385e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203011 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -34853860.000000 Penalty: 6141.153320
	Iteration 28Q: 3 clusters Score -3.485386e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204194 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -34854004.000000 Penalty: 6141.153320
	Iteration 29Q: 3 clusters Score -3.4854e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205275 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -34854040.000000 Penalty: 6141.153320
	Iteration 30Q: 3 clusters Score -3.485404e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206236 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -34853900.000000 Penalty: 6141.153320
	Iteration 31Q: 3 clusters Score -3.48539e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207062 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -34853832.000000 Penalty: 6141.153320
	Iteration 32Q: 3 clusters Score -3.485383e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207862 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -34853892.000000 Penalty: 6141.153320
	Iteration 33Q: 3 clusters Score -3.485389e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208549 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -34853836.000000 Penalty: 6141.153320
	Iteration 34Q: 3 clusters Score -3.485384e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209198 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -34853836.000000 Penalty: 6141.153320
	Iteration 35Q: 3 clusters Score -3.485384e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209727 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -34853728.000000 Penalty: 6141.153320
	Iteration 36Q: 3 clusters Score -3.485373e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210218 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -34853684.000000 Penalty: 6141.153320
	Iteration 37Q: 3 clusters Score -3.485368e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210645 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -34853684.000000 Penalty: 6141.153320
	Iteration 38Q: 3 clusters Score -3.485368e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210992 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -34853636.000000 Penalty: 6141.153320
	Iteration 39Q: 3 clusters Score -3.485364e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211380 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -34853728.000000 Penalty: 6141.153320
	Iteration 40F: 3 clusters Score -3.485373e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -34853712.000000 Penalty: 6141.153320
	Iteration 41Q: 3 clusters Score -3.485371e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212202 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -34853628.000000 Penalty: 6141.153320
	Iteration 42Q: 3 clusters Score -3.485363e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212574 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -34853660.000000 Penalty: 6141.153320
	Iteration 43Q: 3 clusters Score -3.485366e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212952 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -34853552.000000 Penalty: 6141.153320
	Iteration 44Q: 3 clusters Score -3.485355e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213322 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -34853560.000000 Penalty: 6141.153320
	Iteration 45Q: 3 clusters Score -3.485356e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213778 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -34853480.000000 Penalty: 6141.153320
	Iteration 46Q: 3 clusters Score -3.485348e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214202 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -34853408.000000 Penalty: 6141.153320
	Iteration 47Q: 3 clusters Score -3.485341e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214632 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -34853424.000000 Penalty: 6141.153320
	Iteration 48Q: 3 clusters Score -3.485342e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215075 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -34853300.000000 Penalty: 6141.153320
	Iteration 49Q: 3 clusters Score -3.48533e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -34853136.000000 Penalty: 6141.153320
	Iteration 50Q: 3 clusters Score -3.485314e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215903 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -34853128.000000 Penalty: 6141.153320
	Iteration 51Q: 3 clusters Score -3.485313e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216237 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -34853088.000000 Penalty: 6141.153320
	Iteration 52Q: 3 clusters Score -3.485309e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216534 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -34852960.000000 Penalty: 6141.153320
	Iteration 53Q: 3 clusters Score -3.485296e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216819 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -34852772.000000 Penalty: 6141.153320
	Iteration 54Q: 3 clusters Score -3.485277e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217068 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -34852636.000000 Penalty: 6141.153320
	Iteration 55Q: 3 clusters Score -3.485264e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217290 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -34852460.000000 Penalty: 6141.153320
	Iteration 56Q: 3 clusters Score -3.485246e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217484 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -34852316.000000 Penalty: 6141.153320
	Iteration 57Q: 3 clusters Score -3.485232e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217653 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -34852232.000000 Penalty: 6141.153320
	Iteration 58Q: 3 clusters Score -3.485223e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217811 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -34852204.000000 Penalty: 6141.153320
	Iteration 59Q: 3 clusters Score -3.48522e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217961 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -34852116.000000 Penalty: 6141.153320
	Iteration 60F: 3 clusters Score -3.485212e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218087 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -34852004.000000 Penalty: 6141.153320
	Iteration 61Q: 3 clusters Score -3.4852e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218218 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -34851940.000000 Penalty: 6141.153320
	Iteration 62Q: 3 clusters Score -3.485194e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218344 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -34851856.000000 Penalty: 6141.153320
	Iteration 63Q: 3 clusters Score -3.485186e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218450 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -34851836.000000 Penalty: 6141.153320
	Iteration 64Q: 3 clusters Score -3.485184e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218545 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -34851764.000000 Penalty: 6141.153320
	Iteration 65Q: 3 clusters Score -3.485176e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218634 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -34851720.000000 Penalty: 6141.153320
	Iteration 66Q: 3 clusters Score -3.485172e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218716 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -34851616.000000 Penalty: 6141.153320
	Iteration 67Q: 3 clusters Score -3.485162e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218811 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -34851600.000000 Penalty: 6141.153320
	Iteration 68Q: 3 clusters Score -3.48516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218892 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -34851532.000000 Penalty: 6141.153320
	Iteration 69Q: 3 clusters Score -3.485153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218970 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -34851464.000000 Penalty: 6141.153320
	Iteration 70Q: 3 clusters Score -3.485146e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219046 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -34851440.000000 Penalty: 6141.153320
	Iteration 71Q: 3 clusters Score -3.485144e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -34851392.000000 Penalty: 6141.153320
	Iteration 72Q: 3 clusters Score -3.485139e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219177 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -34851312.000000 Penalty: 6141.153320
	Iteration 73Q: 3 clusters Score -3.485131e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219247 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -34851280.000000 Penalty: 6141.153320
	Iteration 74Q: 3 clusters Score -3.485128e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219311 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -34851212.000000 Penalty: 6141.153320
	Iteration 75Q: 3 clusters Score -3.485121e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219376 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -34851208.000000 Penalty: 6141.153320
	Iteration 76Q: 3 clusters Score -3.485121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219433 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -34851140.000000 Penalty: 6141.153320
	Iteration 77Q: 3 clusters Score -3.485114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219492 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -34851072.000000 Penalty: 6141.153320
	Iteration 78Q: 3 clusters Score -3.485107e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219557 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -34851036.000000 Penalty: 6141.153320
	Iteration 79Q: 3 clusters Score -3.485104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219596 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -34851056.000000 Penalty: 6141.153320
	Iteration 80F: 3 clusters Score -3.485106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219624 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -34851036.000000 Penalty: 6141.153320
	Iteration 81Q: 3 clusters Score -3.485104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -34851032.000000 Penalty: 6141.153320
	Iteration 82Q: 3 clusters Score -3.485103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219681 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -34850996.000000 Penalty: 6141.153320
	Iteration 83Q: 3 clusters Score -3.4851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219708 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -34850964.000000 Penalty: 6141.153320
	Iteration 84Q: 3 clusters Score -3.485096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219733 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -34850988.000000 Penalty: 6141.153320
	Iteration 85Q: 3 clusters Score -3.485099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219753 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -34850952.000000 Penalty: 6141.153320
	Iteration 86Q: 3 clusters Score -3.485095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219776 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -34850936.000000 Penalty: 6141.153320
	Iteration 87Q: 3 clusters Score -3.485094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219800 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -34850936.000000 Penalty: 6141.153320
	Iteration 88Q: 3 clusters Score -3.485094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219822 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -34850884.000000 Penalty: 6141.153320
	Iteration 89Q: 3 clusters Score -3.485088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219847 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -34850852.000000 Penalty: 6141.153320
	Iteration 90Q: 3 clusters Score -3.485085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219870 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -34850848.000000 Penalty: 6141.153320
	Iteration 91Q: 3 clusters Score -3.485085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219897 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -34850864.000000 Penalty: 6141.153320
	Iteration 92Q: 3 clusters Score -3.485086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219928 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -34850824.000000 Penalty: 6141.153320
	Iteration 93Q: 3 clusters Score -3.485082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219948 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -34850800.000000 Penalty: 6141.153320
	Iteration 94Q: 3 clusters Score -3.48508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219971 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -34850780.000000 Penalty: 6141.153320
	Iteration 95Q: 3 clusters Score -3.485078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219989 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -34850812.000000 Penalty: 6141.153320
	Iteration 96Q: 3 clusters Score -3.485081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220011 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -34850792.000000 Penalty: 6141.153320
	Iteration 97Q: 3 clusters Score -3.485079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220032 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -34850788.000000 Penalty: 6141.153320
	Iteration 98Q: 3 clusters Score -3.485079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220049 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -34850768.000000 Penalty: 6141.153320
	Iteration 99Q: 3 clusters Score -3.485077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -34850720.000000 Penalty: 6141.153320
	Iteration 100F: 3 clusters Score -3.485072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220086 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -34850720.000000 Penalty: 6141.153320
	Iteration 101Q: 3 clusters Score -3.485072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220109 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -34850696.000000 Penalty: 6141.153320
	Iteration 102Q: 3 clusters Score -3.48507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220132 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -34850688.000000 Penalty: 6141.153320
	Iteration 103Q: 3 clusters Score -3.485069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220152 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -34850676.000000 Penalty: 6141.153320
	Iteration 104Q: 3 clusters Score -3.485068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220172 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -34850684.000000 Penalty: 6141.153320
	Iteration 105Q: 3 clusters Score -3.485068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220195 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -34850656.000000 Penalty: 6141.153320
	Iteration 106Q: 3 clusters Score -3.485066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220224 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -34850644.000000 Penalty: 6141.153320
	Iteration 107Q: 3 clusters Score -3.485064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220239 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -34850620.000000 Penalty: 6141.153320
	Iteration 108Q: 3 clusters Score -3.485062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220255 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -34850616.000000 Penalty: 6141.153320
	Iteration 109Q: 3 clusters Score -3.485062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -34850576.000000 Penalty: 6141.153320
	Iteration 110Q: 3 clusters Score -3.485058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220282 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -34850588.000000 Penalty: 6141.153320
	Iteration 111Q: 3 clusters Score -3.485059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -34850584.000000 Penalty: 6141.153320
	Iteration 112Q: 3 clusters Score -3.485058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220304 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -34850592.000000 Penalty: 6141.153320
	Iteration 113Q: 3 clusters Score -3.485059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220316 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -34850588.000000 Penalty: 6141.153320
	Iteration 114Q: 3 clusters Score -3.485059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220329 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -34850552.000000 Penalty: 6141.153320
	Iteration 115Q: 3 clusters Score -3.485055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220339 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -34850552.000000 Penalty: 6141.153320
	Iteration 116Q: 3 clusters Score -3.485055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220350 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -34850516.000000 Penalty: 6141.153320
	Iteration 117Q: 3 clusters Score -3.485052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220361 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -34850524.000000 Penalty: 6141.153320
	Iteration 118Q: 3 clusters Score -3.485052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220371 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -34850512.000000 Penalty: 6141.153320
	Iteration 119Q: 3 clusters Score -3.485051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220375 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -34850504.000000 Penalty: 6141.153320
	Iteration 120F: 3 clusters Score -3.48505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220379 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -34850508.000000 Penalty: 6141.153320
	Iteration 121Q: 3 clusters Score -3.485051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220383 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -34850496.000000 Penalty: 6141.153320
	Iteration 122Q: 3 clusters Score -3.48505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220385 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -34850496.000000 Penalty: 6141.153320
	Iteration 123Q: 3 clusters Score -3.48505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220390 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -34850508.000000 Penalty: 6141.153320
	Iteration 124Q: 3 clusters Score -3.485051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220395 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -34850516.000000 Penalty: 6141.153320
	Iteration 125Q: 3 clusters Score -3.485052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220400 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -34850500.000000 Penalty: 6141.153320
	Iteration 126Q: 3 clusters Score -3.48505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220403 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -34850508.000000 Penalty: 6141.153320
	Iteration 127Q: 3 clusters Score -3.485051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220407 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -34850492.000000 Penalty: 6141.153320
	Iteration 128Q: 3 clusters Score -3.485049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220412 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -34850512.000000 Penalty: 6141.153320
	Iteration 129Q: 3 clusters Score -3.485051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220414 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -34850512.000000 Penalty: 6141.153320
	Iteration 130Q: 3 clusters Score -3.485051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220414 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -34850512.000000 Penalty: 6141.153320
	Iteration 131F: 3 clusters Score -3.485051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 57673 members 
Mstep: Class 4 contains 49658 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128852032.000000 Penalty: 68032.179688
Splitting cluster 2 changes total score from -128822576.000000 to -128852032.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (57673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Entering Unmasked Estep 
Score: -8055385.500000 Penalty: 2718.710938
	Iteration 0F: 2 clusters Score -8055386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -8016730.000000 Penalty: 5437.421875
	Iteration 0F: 3 clusters Score -8016730 nChanged 26839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -8033306.500000 Penalty: 5437.421875
	Iteration 1F: 3 clusters Score -8033306 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -8035594.000000 Penalty: 5437.421875
	Iteration 2F: 3 clusters Score -8035594 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -8038336.000000 Penalty: 5437.421875
	Iteration 3F: 3 clusters Score -8038336 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -8041267.500000 Penalty: 5437.421875
	Iteration 4F: 3 clusters Score -8041268 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -8043959.000000 Penalty: 5437.421875
	Iteration 5F: 3 clusters Score -8043959 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8045951.500000 Penalty: 5437.421875
	Iteration 6F: 3 clusters Score -8045952 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -8047075.000000 Penalty: 5437.421875
	Iteration 7Q: 3 clusters Score -8047075 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -8047786.000000 Penalty: 5437.421875
	Iteration 8Q: 3 clusters Score -8047786 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -8048372.500000 Penalty: 5437.421875
	Iteration 9Q: 3 clusters Score -8048372 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -8048905.000000 Penalty: 5437.421875
	Iteration 10Q: 3 clusters Score -8048905 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -8049580.000000 Penalty: 5437.421875
	Iteration 11Q: 3 clusters Score -8049580 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -8050266.000000 Penalty: 5437.421875
	Iteration 12Q: 3 clusters Score -8050266 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -8050969.000000 Penalty: 5437.421875
	Iteration 13Q: 3 clusters Score -8050969 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -8051614.500000 Penalty: 5437.421875
	Iteration 14Q: 3 clusters Score -8051614 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8052170.500000 Penalty: 5437.421875
	Iteration 15Q: 3 clusters Score -8052170 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -8052524.000000 Penalty: 5437.421875
	Iteration 16Q: 3 clusters Score -8052524 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -8052928.500000 Penalty: 5437.421875
	Iteration 17Q: 3 clusters Score -8052928 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -8053172.500000 Penalty: 5437.421875
	Iteration 18Q: 3 clusters Score -8053172 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -8053321.500000 Penalty: 5437.421875
	Iteration 19Q: 3 clusters Score -8053322 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -8053517.500000 Penalty: 5437.421875
	Iteration 20F: 3 clusters Score -8053518 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -8053633.000000 Penalty: 5437.421875
	Iteration 21Q: 3 clusters Score -8053633 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -8053748.000000 Penalty: 5437.421875
	Iteration 22Q: 3 clusters Score -8053748 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -8053880.000000 Penalty: 5437.421875
	Iteration 23Q: 3 clusters Score -8053880 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -8053995.500000 Penalty: 5437.421875
	Iteration 24Q: 3 clusters Score -8053996 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -8054125.500000 Penalty: 5437.421875
	Iteration 25Q: 3 clusters Score -8054126 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -8054267.500000 Penalty: 5437.421875
	Iteration 26Q: 3 clusters Score -8054268 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -8054400.000000 Penalty: 5437.421875
	Iteration 27Q: 3 clusters Score -8054400 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -8054586.000000 Penalty: 5437.421875
	Iteration 28Q: 3 clusters Score -8054586 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -8054872.000000 Penalty: 5437.421875
	Iteration 29Q: 3 clusters Score -8054872 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -8055265.000000 Penalty: 5437.421875
	Iteration 30Q: 3 clusters Score -8055265 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -8055753.000000 Penalty: 5437.421875
	Iteration 31Q: 3 clusters Score -8055753 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -8056197.500000 Penalty: 5437.421875
	Iteration 32Q: 3 clusters Score -8056198 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -8056491.000000 Penalty: 5437.421875
	Iteration 33Q: 3 clusters Score -8056491 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -8056668.500000 Penalty: 5437.421875
	Iteration 34Q: 3 clusters Score -8056668 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -8056740.500000 Penalty: 5437.421875
	Iteration 35Q: 3 clusters Score -8056740 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -8056821.000000 Penalty: 5437.421875
	Iteration 36Q: 3 clusters Score -8056821 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -8056864.500000 Penalty: 5437.421875
	Iteration 37Q: 3 clusters Score -8056864 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -8056905.000000 Penalty: 5437.421875
	Iteration 38Q: 3 clusters Score -8056905 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -8056908.000000 Penalty: 5437.421875
	Iteration 39Q: 3 clusters Score -8056908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -8056947.000000 Penalty: 5437.421875
	Iteration 40F: 3 clusters Score -8056947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -8056956.000000 Penalty: 5437.421875
	Iteration 41Q: 3 clusters Score -8056956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -8056959.000000 Penalty: 5437.421875
	Iteration 42Q: 3 clusters Score -8056959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -8056975.000000 Penalty: 5437.421875
	Iteration 43Q: 3 clusters Score -8056975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -8056959.000000 Penalty: 5437.421875
	Iteration 44Q: 3 clusters Score -8056959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -8056963.500000 Penalty: 5437.421875
	Iteration 45Q: 3 clusters Score -8056964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8056984.500000 Penalty: 5437.421875
	Iteration 46Q: 3 clusters Score -8056984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -8056977.500000 Penalty: 5437.421875
	Iteration 47Q: 3 clusters Score -8056978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -8056988.500000 Penalty: 5437.421875
	Iteration 48Q: 3 clusters Score -8056988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -8056990.500000 Penalty: 5437.421875
	Iteration 49Q: 3 clusters Score -8056990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -8056986.000000 Penalty: 5437.421875
	Iteration 50Q: 3 clusters Score -8056986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8056986.000000 Penalty: 5437.421875
	Iteration 51Q: 3 clusters Score -8056986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -8056970.500000 Penalty: 5437.421875
	Iteration 52Q: 3 clusters Score -8056970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -8056983.000000 Penalty: 5437.421875
	Iteration 53Q: 3 clusters Score -8056983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8056993.500000 Penalty: 5437.421875
	Iteration 54Q: 3 clusters Score -8056994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -8056991.000000 Penalty: 5437.421875
	Iteration 55Q: 3 clusters Score -8056991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -8057006.000000 Penalty: 5437.421875
	Iteration 56Q: 3 clusters Score -8057006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8057006.500000 Penalty: 5437.421875
	Iteration 57Q: 3 clusters Score -8057006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8057011.000000 Penalty: 5437.421875
	Iteration 58Q: 3 clusters Score -8057011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8057008.000000 Penalty: 5437.421875
	Iteration 59Q: 3 clusters Score -8057008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8057017.500000 Penalty: 5437.421875
	Iteration 60F: 3 clusters Score -8057018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8057018.500000 Penalty: 5437.421875
	Iteration 61Q: 3 clusters Score -8057018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -8057031.000000 Penalty: 5437.421875
	Iteration 62Q: 3 clusters Score -8057031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -8057032.000000 Penalty: 5437.421875
	Iteration 63Q: 3 clusters Score -8057032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -8057035.000000 Penalty: 5437.421875
	Iteration 64Q: 3 clusters Score -8057035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -8057033.000000 Penalty: 5437.421875
	Iteration 65Q: 3 clusters Score -8057033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8057029.000000 Penalty: 5437.421875
	Iteration 66Q: 3 clusters Score -8057029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -8057022.000000 Penalty: 5437.421875
	Iteration 67Q: 3 clusters Score -8057022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8057021.000000 Penalty: 5437.421875
	Iteration 68Q: 3 clusters Score -8057021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8057025.500000 Penalty: 5437.421875
	Iteration 69Q: 3 clusters Score -8057026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8057011.000000 Penalty: 5437.421875
	Iteration 70Q: 3 clusters Score -8057011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -8057018.500000 Penalty: 5437.421875
	Iteration 71Q: 3 clusters Score -8057018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8057025.000000 Penalty: 5437.421875
	Iteration 72Q: 3 clusters Score -8057025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -8057031.500000 Penalty: 5437.421875
	Iteration 73Q: 3 clusters Score -8057032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8057036.000000 Penalty: 5437.421875
	Iteration 74Q: 3 clusters Score -8057036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8057024.000000 Penalty: 5437.421875
	Iteration 75Q: 3 clusters Score -8057024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -8057020.000000 Penalty: 5437.421875
	Iteration 76Q: 3 clusters Score -8057020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8057016.500000 Penalty: 5437.421875
	Iteration 77Q: 3 clusters Score -8057016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8057014.000000 Penalty: 5437.421875
	Iteration 78Q: 3 clusters Score -8057014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8057009.500000 Penalty: 5437.421875
	Iteration 79Q: 3 clusters Score -8057010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8057013.000000 Penalty: 5437.421875
	Iteration 80F: 3 clusters Score -8057013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -8056999.500000 Penalty: 5437.421875
	Iteration 81Q: 3 clusters Score -8057000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -8057009.500000 Penalty: 5437.421875
	Iteration 82Q: 3 clusters Score -8057010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8057000.000000 Penalty: 5437.421875
	Iteration 83Q: 3 clusters Score -8057000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -8056997.500000 Penalty: 5437.421875
	Iteration 84Q: 3 clusters Score -8056998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8056998.500000 Penalty: 5437.421875
	Iteration 85Q: 3 clusters Score -8056998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -8056994.500000 Penalty: 5437.421875
	Iteration 86Q: 3 clusters Score -8056994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -8056996.000000 Penalty: 5437.421875
	Iteration 87Q: 3 clusters Score -8056996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -8056998.500000 Penalty: 5437.421875
	Iteration 88Q: 3 clusters Score -8056998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -8057003.000000 Penalty: 5437.421875
	Iteration 89Q: 3 clusters Score -8057003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -8056996.000000 Penalty: 5437.421875
	Iteration 90Q: 3 clusters Score -8056996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8056991.500000 Penalty: 5437.421875
	Iteration 91Q: 3 clusters Score -8056992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -8056998.500000 Penalty: 5437.421875
	Iteration 92Q: 3 clusters Score -8056998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -8056992.000000 Penalty: 5437.421875
	Iteration 93Q: 3 clusters Score -8056992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8056990.000000 Penalty: 5437.421875
	Iteration 94Q: 3 clusters Score -8056990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8056991.000000 Penalty: 5437.421875
	Iteration 95Q: 3 clusters Score -8056991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -8056990.500000 Penalty: 5437.421875
	Iteration 96Q: 3 clusters Score -8056990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8056986.500000 Penalty: 5437.421875
	Iteration 97Q: 3 clusters Score -8056986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8056989.000000 Penalty: 5437.421875
	Iteration 98Q: 3 clusters Score -8056989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -8057002.000000 Penalty: 5437.421875
	Iteration 99Q: 3 clusters Score -8057002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8056998.500000 Penalty: 5437.421875
	Iteration 100F: 3 clusters Score -8056998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8056992.500000 Penalty: 5437.421875
	Iteration 101Q: 3 clusters Score -8056992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8056986.500000 Penalty: 5437.421875
	Iteration 102Q: 3 clusters Score -8056986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -8056987.500000 Penalty: 5437.421875
	Iteration 103Q: 3 clusters Score -8056988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -8056988.000000 Penalty: 5437.421875
	Iteration 104Q: 3 clusters Score -8056988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8056989.000000 Penalty: 5437.421875
	Iteration 105Q: 3 clusters Score -8056989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8056989.000000 Penalty: 5437.421875
	Iteration 106F: 3 clusters Score -8056989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 49658 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128852584.000000 Penalty: 71433.789062
Splitting cluster 3 changes total score from -128822576.000000 to -128852584.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (49658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Entering Unmasked Estep 
Score: -7070630.500000 Penalty: 2681.602783
	Iteration 0F: 2 clusters Score -7070630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -7037227.500000 Penalty: 5363.205566
	Iteration 0F: 3 clusters Score -7037228 nChanged 22895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -7050355.000000 Penalty: 5363.205566
	Iteration 1F: 3 clusters Score -7050355 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7051444.500000 Penalty: 5363.205566
	Iteration 2Q: 3 clusters Score -7051444 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7052897.500000 Penalty: 5363.205566
	Iteration 3F: 3 clusters Score -7052898 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -7055251.500000 Penalty: 5363.205566
	Iteration 4F: 3 clusters Score -7055252 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -7058538.000000 Penalty: 5363.205566
	Iteration 5F: 3 clusters Score -7058538 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -7061858.000000 Penalty: 5363.205566
	Iteration 6F: 3 clusters Score -7061858 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -7064616.500000 Penalty: 5363.205566
	Iteration 7F: 3 clusters Score -7064616 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -7066631.500000 Penalty: 5363.205566
	Iteration 8F: 3 clusters Score -7066632 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -7068215.000000 Penalty: 5363.205566
	Iteration 9Q: 3 clusters Score -7068215 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -7069639.500000 Penalty: 5363.205566
	Iteration 10Q: 3 clusters Score -7069640 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7070746.500000 Penalty: 5363.205566
	Iteration 11Q: 3 clusters Score -7070746 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7071501.000000 Penalty: 5363.205566
	Iteration 12Q: 3 clusters Score -7071501 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -7072045.500000 Penalty: 5363.205566
	Iteration 13Q: 3 clusters Score -7072046 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -7072441.500000 Penalty: 5363.205566
	Iteration 14Q: 3 clusters Score -7072442 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7072776.500000 Penalty: 5363.205566
	Iteration 15Q: 3 clusters Score -7072776 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7073136.000000 Penalty: 5363.205566
	Iteration 16Q: 3 clusters Score -7073136 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7073503.500000 Penalty: 5363.205566
	Iteration 17Q: 3 clusters Score -7073504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7073860.500000 Penalty: 5363.205566
	Iteration 18Q: 3 clusters Score -7073860 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -7074227.000000 Penalty: 5363.205566
	Iteration 19Q: 3 clusters Score -7074227 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -7074519.000000 Penalty: 5363.205566
	Iteration 20F: 3 clusters Score -7074519 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7074715.500000 Penalty: 5363.205566
	Iteration 21Q: 3 clusters Score -7074716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7074807.000000 Penalty: 5363.205566
	Iteration 22Q: 3 clusters Score -7074807 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7074843.000000 Penalty: 5363.205566
	Iteration 23Q: 3 clusters Score -7074843 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -7074880.500000 Penalty: 5363.205566
	Iteration 24Q: 3 clusters Score -7074880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7074886.500000 Penalty: 5363.205566
	Iteration 25Q: 3 clusters Score -7074886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7074901.000000 Penalty: 5363.205566
	Iteration 26Q: 3 clusters Score -7074901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7074900.500000 Penalty: 5363.205566
	Iteration 27Q: 3 clusters Score -7074900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7074909.000000 Penalty: 5363.205566
	Iteration 28Q: 3 clusters Score -7074909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7074918.500000 Penalty: 5363.205566
	Iteration 29Q: 3 clusters Score -7074918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -7074903.000000 Penalty: 5363.205566
	Iteration 30Q: 3 clusters Score -7074903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7074908.500000 Penalty: 5363.205566
	Iteration 31Q: 3 clusters Score -7074908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7074920.500000 Penalty: 5363.205566
	Iteration 32Q: 3 clusters Score -7074920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7074923.500000 Penalty: 5363.205566
	Iteration 33Q: 3 clusters Score -7074924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7074911.000000 Penalty: 5363.205566
	Iteration 34Q: 3 clusters Score -7074911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7074908.500000 Penalty: 5363.205566
	Iteration 35Q: 3 clusters Score -7074908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -7074913.500000 Penalty: 5363.205566
	Iteration 36Q: 3 clusters Score -7074914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -7074912.500000 Penalty: 5363.205566
	Iteration 37Q: 3 clusters Score -7074912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -7074912.000000 Penalty: 5363.205566
	Iteration 38Q: 3 clusters Score -7074912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -7074918.000000 Penalty: 5363.205566
	Iteration 39Q: 3 clusters Score -7074918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -7074917.000000 Penalty: 5363.205566
	Iteration 40F: 3 clusters Score -7074917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -7074914.500000 Penalty: 5363.205566
	Iteration 41Q: 3 clusters Score -7074914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -7074914.500000 Penalty: 5363.205566
	Iteration 42F: 3 clusters Score -7074914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128855800.000000 Penalty: 74835.390625
Splitting cluster 4 changes total score from -128822576.000000 to -128855800.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -348795.718750 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -348795.7 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 1318 members 
Entering Unmasked Estep 
Score: -345860.343750 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -345860.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346605.625000 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -346605.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -346914.375000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -346914.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -347147.937500 Penalty: 3892.877686
	Iteration 3F: 3 clusters Score -347147.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -347327.562500 Penalty: 3892.877686
	Iteration 4F: 3 clusters Score -347327.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -347476.281250 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -347476.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -347598.125000 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -347598.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -347692.406250 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -347692.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -347774.906250 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -347774.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -347856.218750 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -347856.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -347920.093750 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -347920.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -347961.593750 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -347961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -347987.375000 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -347987.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -348004.875000 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -348004.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -348019.843750 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -348019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -348028.718750 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -348028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -348036.687500 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -348036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -348042.468750 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -348042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -348045.531250 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -348045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -348048.718750 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -348048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -348055.781250 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -348055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -348062.343750 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -348062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -348069.062500 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -348069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -348070.875000 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -348070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -348074.812500 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -348074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -348078.781250 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -348078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -348081.687500 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -348081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -348081.968750 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -348082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -348081.968750 Penalty: 3892.877686
	Iteration 28F: 3 clusters Score -348082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -1012941.312500 Penalty: 2190.698730
	Iteration 0F: 2 clusters Score -1012941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1007234.125000 Penalty: 4381.397461
	Iteration 0F: 3 clusters Score -1007234 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1008617.750000 Penalty: 4381.397461
	Iteration 1F: 3 clusters Score -1008618 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1008870.187500 Penalty: 4381.397461
	Iteration 2F: 3 clusters Score -1008870 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1009034.437500 Penalty: 4381.397461
	Iteration 3Q: 3 clusters Score -1009034 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1009174.750000 Penalty: 4381.397461
	Iteration 4Q: 3 clusters Score -1009175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1009279.125000 Penalty: 4381.397461
	Iteration 5Q: 3 clusters Score -1009279 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1009386.687500 Penalty: 4381.397461
	Iteration 6Q: 3 clusters Score -1009387 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1009489.187500 Penalty: 4381.397461
	Iteration 7Q: 3 clusters Score -1009489 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1009582.437500 Penalty: 4381.397461
	Iteration 8Q: 3 clusters Score -1009582 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1009702.312500 Penalty: 4381.397461
	Iteration 9Q: 3 clusters Score -1009702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1009822.875000 Penalty: 4381.397461
	Iteration 10Q: 3 clusters Score -1009823 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1009950.500000 Penalty: 4381.397461
	Iteration 11Q: 3 clusters Score -1009950 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1010059.750000 Penalty: 4381.397461
	Iteration 12Q: 3 clusters Score -1010060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1010178.687500 Penalty: 4381.397461
	Iteration 13Q: 3 clusters Score -1010179 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1010310.750000 Penalty: 4381.397461
	Iteration 14Q: 3 clusters Score -1010311 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1010462.750000 Penalty: 4381.397461
	Iteration 15Q: 3 clusters Score -1010463 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1010601.125000 Penalty: 4381.397461
	Iteration 16Q: 3 clusters Score -1010601 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1010705.437500 Penalty: 4381.397461
	Iteration 17Q: 3 clusters Score -1010705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1010767.187500 Penalty: 4381.397461
	Iteration 18Q: 3 clusters Score -1010767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1010822.687500 Penalty: 4381.397461
	Iteration 19Q: 3 clusters Score -1010823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1010864.750000 Penalty: 4381.397461
	Iteration 20F: 3 clusters Score -1010865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1010907.812500 Penalty: 4381.397461
	Iteration 21Q: 3 clusters Score -1010908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1010935.750000 Penalty: 4381.397461
	Iteration 22Q: 3 clusters Score -1010936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1010954.937500 Penalty: 4381.397461
	Iteration 23Q: 3 clusters Score -1010955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1010967.812500 Penalty: 4381.397461
	Iteration 24Q: 3 clusters Score -1010968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1010975.187500 Penalty: 4381.397461
	Iteration 25Q: 3 clusters Score -1010975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1010979.000000 Penalty: 4381.397461
	Iteration 26Q: 3 clusters Score -1010979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1010983.312500 Penalty: 4381.397461
	Iteration 27Q: 3 clusters Score -1010983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1010988.562500 Penalty: 4381.397461
	Iteration 28Q: 3 clusters Score -1010989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1010991.625000 Penalty: 4381.397461
	Iteration 29Q: 3 clusters Score -1010992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1010993.062500 Penalty: 4381.397461
	Iteration 30Q: 3 clusters Score -1010993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1010993.062500 Penalty: 4381.397461
	Iteration 31F: 3 clusters Score -1010993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Entering Unmasked Estep 
Score: -1562910.625000 Penalty: 2340.671631
	Iteration 0F: 2 clusters Score -1562911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1553964.875000 Penalty: 4681.343262
	Iteration 0F: 3 clusters Score -1553965 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1557502.875000 Penalty: 4681.343262
	Iteration 1F: 3 clusters Score -1557503 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1559505.625000 Penalty: 4681.343262
	Iteration 2F: 3 clusters Score -1559506 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1562596.375000 Penalty: 4681.343262
	Iteration 3F: 3 clusters Score -1562596 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1565708.750000 Penalty: 4681.343262
	Iteration 4F: 3 clusters Score -1565709 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1568225.625000 Penalty: 4681.343262
	Iteration 5F: 3 clusters Score -1568226 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1569448.375000 Penalty: 4681.343262
	Iteration 6F: 3 clusters Score -1569448 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1569870.500000 Penalty: 4681.343262
	Iteration 7Q: 3 clusters Score -1569870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1570008.000000 Penalty: 4681.343262
	Iteration 8Q: 3 clusters Score -1570008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1570039.500000 Penalty: 4681.343262
	Iteration 9Q: 3 clusters Score -1570040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1570050.375000 Penalty: 4681.343262
	Iteration 10Q: 3 clusters Score -1570050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1570056.500000 Penalty: 4681.343262
	Iteration 11Q: 3 clusters Score -1570056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1570057.750000 Penalty: 4681.343262
	Iteration 12Q: 3 clusters Score -1570058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1570058.750000 Penalty: 4681.343262
	Iteration 13Q: 3 clusters Score -1570059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1570060.750000 Penalty: 4681.343262
	Iteration 14Q: 3 clusters Score -1570061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1570059.875000 Penalty: 4681.343262
	Iteration 15Q: 3 clusters Score -1570060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1570058.375000 Penalty: 4681.343262
	Iteration 16Q: 3 clusters Score -1570058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1570061.375000 Penalty: 4681.343262
	Iteration 17Q: 3 clusters Score -1570061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1570059.375000 Penalty: 4681.343262
	Iteration 18Q: 3 clusters Score -1570059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1570062.875000 Penalty: 4681.343262
	Iteration 19Q: 3 clusters Score -1570063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1570061.625000 Penalty: 4681.343262
	Iteration 20F: 3 clusters Score -1570062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1570061.875000 Penalty: 4681.343262
	Iteration 21Q: 3 clusters Score -1570062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1570061.875000 Penalty: 4681.343262
	Iteration 22F: 3 clusters Score -1570062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128862064.000000 Penalty: 78237.000000
Splitting cluster 7 changes total score from -128822576.000000 to -128862064.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -183016.046875 Penalty: 1824.198975
	Iteration 0F: 2 clusters Score -183016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -181060.734375 Penalty: 3648.397949
	Iteration 0F: 3 clusters Score -181060.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -182905.421875 Penalty: 3648.397949
	Iteration 1F: 3 clusters Score -182905.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183703.421875 Penalty: 3648.397949
	Iteration 2F: 3 clusters Score -183703.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184189.093750 Penalty: 3648.397949
	Iteration 3F: 3 clusters Score -184189.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184524.093750 Penalty: 3648.397949
	Iteration 4F: 3 clusters Score -184524.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184880.296875 Penalty: 3648.397949
	Iteration 5Q: 3 clusters Score -184880.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185339.046875 Penalty: 3648.397949
	Iteration 6Q: 3 clusters Score -185339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185855.359375 Penalty: 3648.397949
	Iteration 7Q: 3 clusters Score -185855.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -186048.734375 Penalty: 3648.397949
	Iteration 8Q: 3 clusters Score -186048.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -186183.796875 Penalty: 3648.397949
	Iteration 9Q: 3 clusters Score -186183.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186268.375000 Penalty: 3648.397949
	Iteration 10Q: 3 clusters Score -186268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186272.765625 Penalty: 3648.397949
	Iteration 11Q: 3 clusters Score -186272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186274.984375 Penalty: 3648.397949
	Iteration 12Q: 3 clusters Score -186275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186275.796875 Penalty: 3648.397949
	Iteration 13F: 3 clusters Score -186275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186288.093750 Penalty: 3648.397949
	Iteration 14Q: 3 clusters Score -186288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186288.093750 Penalty: 3648.397949
	Iteration 15F: 3 clusters Score -186288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 122828 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Entering Unmasked Estep 
Score: -128863568.000000 Penalty: 81638.609375
Splitting cluster 8 changes total score from -128822576.000000 to -128863568.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -994648.125000 Penalty: 2211.260254
	Iteration 0F: 2 clusters Score -994648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -988632.937500 Penalty: 4422.520508
	Iteration 0F: 3 clusters Score -988632.9 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -990468.000000 Penalty: 4422.520508
	Iteration 1F: 3 clusters Score -990468 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -990992.937500 Penalty: 4422.520508
	Iteration 2F: 3 clusters Score -990992.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -991470.125000 Penalty: 4422.520508
	Iteration 3F: 3 clusters Score -991470.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -991868.312500 Penalty: 4422.520508
	Iteration 4F: 3 clusters Score -991868.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -992188.875000 Penalty: 4422.520508
	Iteration 5F: 3 clusters Score -992188.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -992471.375000 Penalty: 4422.520508
	Iteration 6Q: 3 clusters Score -992471.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -992704.937500 Penalty: 4422.520508
	Iteration 7Q: 3 clusters Score -992704.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -992886.000000 Penalty: 4422.520508
	Iteration 8Q: 3 clusters Score -992886 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -993014.062500 Penalty: 4422.520508
	Iteration 9Q: 3 clusters Score -993014.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -993118.500000 Penalty: 4422.520508
	Iteration 10Q: 3 clusters Score -993118.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -993194.125000 Penalty: 4422.520508
	Iteration 11Q: 3 clusters Score -993194.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -993260.375000 Penalty: 4422.520508
	Iteration 12Q: 3 clusters Score -993260.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -993330.625000 Penalty: 4422.520508
	Iteration 13Q: 3 clusters Score -993330.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -993392.687500 Penalty: 4422.520508
	Iteration 14Q: 3 clusters Score -993392.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -993431.000000 Penalty: 4422.520508
	Iteration 15Q: 3 clusters Score -993431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -993468.750000 Penalty: 4422.520508
	Iteration 16Q: 3 clusters Score -993468.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -993507.312500 Penalty: 4422.520508
	Iteration 17Q: 3 clusters Score -993507.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -993544.625000 Penalty: 4422.520508
	Iteration 18Q: 3 clusters Score -993544.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -993575.312500 Penalty: 4422.520508
	Iteration 19Q: 3 clusters Score -993575.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -993604.437500 Penalty: 4422.520508
	Iteration 20F: 3 clusters Score -993604.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -993630.812500 Penalty: 4422.520508
	Iteration 21Q: 3 clusters Score -993630.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -993661.000000 Penalty: 4422.520508
	Iteration 22Q: 3 clusters Score -993661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -993698.125000 Penalty: 4422.520508
	Iteration 23Q: 3 clusters Score -993698.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -993725.562500 Penalty: 4422.520508
	Iteration 24Q: 3 clusters Score -993725.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -993749.562500 Penalty: 4422.520508
	Iteration 25Q: 3 clusters Score -993749.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -993764.750000 Penalty: 4422.520508
	Iteration 26Q: 3 clusters Score -993764.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -993775.562500 Penalty: 4422.520508
	Iteration 27Q: 3 clusters Score -993775.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -993784.250000 Penalty: 4422.520508
	Iteration 28Q: 3 clusters Score -993784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -993790.562500 Penalty: 4422.520508
	Iteration 29Q: 3 clusters Score -993790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -993797.312500 Penalty: 4422.520508
	Iteration 30Q: 3 clusters Score -993797.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -993800.000000 Penalty: 4422.520508
	Iteration 31Q: 3 clusters Score -993800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -993807.562500 Penalty: 4422.520508
	Iteration 32Q: 3 clusters Score -993807.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -993814.500000 Penalty: 4422.520508
	Iteration 33Q: 3 clusters Score -993814.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -993824.687500 Penalty: 4422.520508
	Iteration 34Q: 3 clusters Score -993824.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -993826.500000 Penalty: 4422.520508
	Iteration 35Q: 3 clusters Score -993826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -993830.562500 Penalty: 4422.520508
	Iteration 36Q: 3 clusters Score -993830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -993832.250000 Penalty: 4422.520508
	Iteration 37Q: 3 clusters Score -993832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -993836.125000 Penalty: 4422.520508
	Iteration 38Q: 3 clusters Score -993836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -993837.437500 Penalty: 4422.520508
	Iteration 39Q: 3 clusters Score -993837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -993838.500000 Penalty: 4422.520508
	Iteration 40F: 3 clusters Score -993838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -993836.812500 Penalty: 4422.520508
	Iteration 41Q: 3 clusters Score -993836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -993836.812500 Penalty: 4422.520508
	Iteration 42F: 3 clusters Score -993836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Entering Unmasked Estep 
Score: -18026414.000000 Penalty: 2906.197998
	Iteration 0F: 2 clusters Score -1.802641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -17949950.000000 Penalty: 5812.395996
	Iteration 0F: 3 clusters Score -1.794995e+07 nChanged 58204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -17984034.000000 Penalty: 5812.395996
	Iteration 1F: 3 clusters Score -1.798403e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -17985396.000000 Penalty: 5812.395996
	Iteration 2Q: 3 clusters Score -1.79854e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -17987086.000000 Penalty: 5812.395996
	Iteration 3Q: 3 clusters Score -1.798709e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -17989372.000000 Penalty: 5812.395996
	Iteration 4Q: 3 clusters Score -1.798937e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -17992622.000000 Penalty: 5812.395996
	Iteration 5Q: 3 clusters Score -1.799262e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -17997168.000000 Penalty: 5812.395996
	Iteration 6F: 3 clusters Score -1.799717e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -18002546.000000 Penalty: 5812.395996
	Iteration 7F: 3 clusters Score -1.800255e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -18007924.000000 Penalty: 5812.395996
	Iteration 8F: 3 clusters Score -1.800792e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -18011306.000000 Penalty: 5812.395996
	Iteration 9F: 3 clusters Score -1.801131e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -18013094.000000 Penalty: 5812.395996
	Iteration 10Q: 3 clusters Score -1.801309e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -18013924.000000 Penalty: 5812.395996
	Iteration 11Q: 3 clusters Score -1.801392e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -18014422.000000 Penalty: 5812.395996
	Iteration 12Q: 3 clusters Score -1.801442e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -18015018.000000 Penalty: 5812.395996
	Iteration 13Q: 3 clusters Score -1.801502e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -18015502.000000 Penalty: 5812.395996
	Iteration 14Q: 3 clusters Score -1.80155e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -18015848.000000 Penalty: 5812.395996
	Iteration 15Q: 3 clusters Score -1.801585e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -18016232.000000 Penalty: 5812.395996
	Iteration 16Q: 3 clusters Score -1.801623e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -18016636.000000 Penalty: 5812.395996
	Iteration 17Q: 3 clusters Score -1.801664e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -18017052.000000 Penalty: 5812.395996
	Iteration 18Q: 3 clusters Score -1.801705e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -18017498.000000 Penalty: 5812.395996
	Iteration 19Q: 3 clusters Score -1.80175e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -18017942.000000 Penalty: 5812.395996
	Iteration 20F: 3 clusters Score -1.801794e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -18018398.000000 Penalty: 5812.395996
	Iteration 21Q: 3 clusters Score -1.80184e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -18018830.000000 Penalty: 5812.395996
	Iteration 22Q: 3 clusters Score -1.801883e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -18019472.000000 Penalty: 5812.395996
	Iteration 23Q: 3 clusters Score -1.801947e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -18020118.000000 Penalty: 5812.395996
	Iteration 24Q: 3 clusters Score -1.802012e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -18020762.000000 Penalty: 5812.395996
	Iteration 25Q: 3 clusters Score -1.802076e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -18021304.000000 Penalty: 5812.395996
	Iteration 26Q: 3 clusters Score -1.80213e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -18021974.000000 Penalty: 5812.395996
	Iteration 27Q: 3 clusters Score -1.802197e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -18022594.000000 Penalty: 5812.395996
	Iteration 28Q: 3 clusters Score -1.802259e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -18023570.000000 Penalty: 5812.395996
	Iteration 29Q: 3 clusters Score -1.802357e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -18024640.000000 Penalty: 5812.395996
	Iteration 30Q: 3 clusters Score -1.802464e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -18025662.000000 Penalty: 5812.395996
	Iteration 31Q: 3 clusters Score -1.802566e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -18026604.000000 Penalty: 5812.395996
	Iteration 32Q: 3 clusters Score -1.80266e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -18027230.000000 Penalty: 5812.395996
	Iteration 33Q: 3 clusters Score -1.802723e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -18027602.000000 Penalty: 5812.395996
	Iteration 34Q: 3 clusters Score -1.80276e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -18027978.000000 Penalty: 5812.395996
	Iteration 35Q: 3 clusters Score -1.802798e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -18028136.000000 Penalty: 5812.395996
	Iteration 36Q: 3 clusters Score -1.802814e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -18028236.000000 Penalty: 5812.395996
	Iteration 37Q: 3 clusters Score -1.802824e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -18028316.000000 Penalty: 5812.395996
	Iteration 38Q: 3 clusters Score -1.802832e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -18028378.000000 Penalty: 5812.395996
	Iteration 39Q: 3 clusters Score -1.802838e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -18028436.000000 Penalty: 5812.395996
	Iteration 40F: 3 clusters Score -1.802844e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -18028462.000000 Penalty: 5812.395996
	Iteration 41Q: 3 clusters Score -1.802846e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -18028482.000000 Penalty: 5812.395996
	Iteration 42Q: 3 clusters Score -1.802848e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -18028502.000000 Penalty: 5812.395996
	Iteration 43Q: 3 clusters Score -1.80285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -18028494.000000 Penalty: 5812.395996
	Iteration 44Q: 3 clusters Score -1.802849e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -18028486.000000 Penalty: 5812.395996
	Iteration 45Q: 3 clusters Score -1.802849e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111850 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -18028462.000000 Penalty: 5812.395996
	Iteration 46Q: 3 clusters Score -1.802846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -18028476.000000 Penalty: 5812.395996
	Iteration 47Q: 3 clusters Score -1.802848e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -18028444.000000 Penalty: 5812.395996
	Iteration 48Q: 3 clusters Score -1.802844e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -18028474.000000 Penalty: 5812.395996
	Iteration 49Q: 3 clusters Score -1.802847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -18028450.000000 Penalty: 5812.395996
	Iteration 50Q: 3 clusters Score -1.802845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -18028454.000000 Penalty: 5812.395996
	Iteration 51Q: 3 clusters Score -1.802845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -18028440.000000 Penalty: 5812.395996
	Iteration 52Q: 3 clusters Score -1.802844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -18028442.000000 Penalty: 5812.395996
	Iteration 53Q: 3 clusters Score -1.802844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -18028436.000000 Penalty: 5812.395996
	Iteration 54Q: 3 clusters Score -1.802844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -18028440.000000 Penalty: 5812.395996
	Iteration 55Q: 3 clusters Score -1.802844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -18028434.000000 Penalty: 5812.395996
	Iteration 56Q: 3 clusters Score -1.802843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -18028432.000000 Penalty: 5812.395996
	Iteration 57Q: 3 clusters Score -1.802843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112091 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -18028434.000000 Penalty: 5812.395996
	Iteration 58Q: 3 clusters Score -1.802843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -18028432.000000 Penalty: 5812.395996
	Iteration 59Q: 3 clusters Score -1.802843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -18028436.000000 Penalty: 5812.395996
	Iteration 60F: 3 clusters Score -1.802844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -18028446.000000 Penalty: 5812.395996
	Iteration 61Q: 3 clusters Score -1.802845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -18028432.000000 Penalty: 5812.395996
	Iteration 62Q: 3 clusters Score -1.802843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -18028432.000000 Penalty: 5812.395996
	Iteration 63F: 3 clusters Score -1.802843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Mstep: Class 25 contains 10725 members 
Entering Unmasked Estep 
Score: -128865696.000000 Penalty: 85040.218750
Splitting cluster 10 changes total score from -128822576.000000 to -128865696.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (29010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Entering Unmasked Estep 
Score: -4010897.000000 Penalty: 2548.298340
	Iteration 0F: 2 clusters Score -4010897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3990978.250000 Penalty: 5096.596680
	Iteration 0F: 3 clusters Score -3990978 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3998113.750000 Penalty: 5096.596680
	Iteration 1F: 3 clusters Score -3998114 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3998625.250000 Penalty: 5096.596680
	Iteration 2F: 3 clusters Score -3998625 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3999164.750000 Penalty: 5096.596680
	Iteration 3Q: 3 clusters Score -3999165 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3999699.250000 Penalty: 5096.596680
	Iteration 4Q: 3 clusters Score -3999699 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4000367.250000 Penalty: 5096.596680
	Iteration 5Q: 3 clusters Score -4000367 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4001308.750000 Penalty: 5096.596680
	Iteration 6F: 3 clusters Score -4001309 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4002551.000000 Penalty: 5096.596680
	Iteration 7F: 3 clusters Score -4002551 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4004027.250000 Penalty: 5096.596680
	Iteration 8F: 3 clusters Score -4004027 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4005480.250000 Penalty: 5096.596680
	Iteration 9F: 3 clusters Score -4005480 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4006733.500000 Penalty: 5096.596680
	Iteration 10Q: 3 clusters Score -4006734 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4007660.750000 Penalty: 5096.596680
	Iteration 11Q: 3 clusters Score -4007661 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4008202.750000 Penalty: 5096.596680
	Iteration 12Q: 3 clusters Score -4008203 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4008510.500000 Penalty: 5096.596680
	Iteration 13Q: 3 clusters Score -4008510 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4008719.250000 Penalty: 5096.596680
	Iteration 14Q: 3 clusters Score -4008719 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4008826.000000 Penalty: 5096.596680
	Iteration 15Q: 3 clusters Score -4008826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4008926.250000 Penalty: 5096.596680
	Iteration 16Q: 3 clusters Score -4008926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4008975.500000 Penalty: 5096.596680
	Iteration 17Q: 3 clusters Score -4008976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4009018.750000 Penalty: 5096.596680
	Iteration 18Q: 3 clusters Score -4009019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4009053.000000 Penalty: 5096.596680
	Iteration 19Q: 3 clusters Score -4009053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4009095.500000 Penalty: 5096.596680
	Iteration 20F: 3 clusters Score -4009096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4009119.750000 Penalty: 5096.596680
	Iteration 21Q: 3 clusters Score -4009120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4009135.500000 Penalty: 5096.596680
	Iteration 22Q: 3 clusters Score -4009136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4009156.000000 Penalty: 5096.596680
	Iteration 23Q: 3 clusters Score -4009156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4009187.250000 Penalty: 5096.596680
	Iteration 24Q: 3 clusters Score -4009187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4009224.250000 Penalty: 5096.596680
	Iteration 25Q: 3 clusters Score -4009224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4009243.500000 Penalty: 5096.596680
	Iteration 26Q: 3 clusters Score -4009244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4009282.000000 Penalty: 5096.596680
	Iteration 27Q: 3 clusters Score -4009282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4009332.500000 Penalty: 5096.596680
	Iteration 28Q: 3 clusters Score -4009332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4009386.000000 Penalty: 5096.596680
	Iteration 29Q: 3 clusters Score -4009386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4009434.500000 Penalty: 5096.596680
	Iteration 30Q: 3 clusters Score -4009434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4009488.250000 Penalty: 5096.596680
	Iteration 31Q: 3 clusters Score -4009488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4009540.750000 Penalty: 5096.596680
	Iteration 32Q: 3 clusters Score -4009541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4009591.250000 Penalty: 5096.596680
	Iteration 33Q: 3 clusters Score -4009591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4009647.250000 Penalty: 5096.596680
	Iteration 34Q: 3 clusters Score -4009647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4009695.500000 Penalty: 5096.596680
	Iteration 35Q: 3 clusters Score -4009696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4009752.250000 Penalty: 5096.596680
	Iteration 36Q: 3 clusters Score -4009752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4009782.000000 Penalty: 5096.596680
	Iteration 37Q: 3 clusters Score -4009782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4009792.750000 Penalty: 5096.596680
	Iteration 38Q: 3 clusters Score -4009793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4009802.500000 Penalty: 5096.596680
	Iteration 39Q: 3 clusters Score -4009802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4009882.750000 Penalty: 5096.596680
	Iteration 40F: 3 clusters Score -4009883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4010005.500000 Penalty: 5096.596680
	Iteration 41Q: 3 clusters Score -4010006 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4010086.500000 Penalty: 5096.596680
	Iteration 42Q: 3 clusters Score -4010086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4010157.000000 Penalty: 5096.596680
	Iteration 43Q: 3 clusters Score -4010157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4010224.250000 Penalty: 5096.596680
	Iteration 44Q: 3 clusters Score -4010224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4010278.250000 Penalty: 5096.596680
	Iteration 45Q: 3 clusters Score -4010278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4010313.000000 Penalty: 5096.596680
	Iteration 46Q: 3 clusters Score -4010313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4010361.000000 Penalty: 5096.596680
	Iteration 47Q: 3 clusters Score -4010361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4010402.750000 Penalty: 5096.596680
	Iteration 48Q: 3 clusters Score -4010403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4010434.250000 Penalty: 5096.596680
	Iteration 49Q: 3 clusters Score -4010434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4010460.000000 Penalty: 5096.596680
	Iteration 50Q: 3 clusters Score -4010460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4010471.500000 Penalty: 5096.596680
	Iteration 51Q: 3 clusters Score -4010472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4010480.750000 Penalty: 5096.596680
	Iteration 52Q: 3 clusters Score -4010481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4010486.750000 Penalty: 5096.596680
	Iteration 53Q: 3 clusters Score -4010487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4010488.750000 Penalty: 5096.596680
	Iteration 54Q: 3 clusters Score -4010489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4010492.250000 Penalty: 5096.596680
	Iteration 55Q: 3 clusters Score -4010492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4010495.750000 Penalty: 5096.596680
	Iteration 56Q: 3 clusters Score -4010496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4010495.250000 Penalty: 5096.596680
	Iteration 57Q: 3 clusters Score -4010495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4010496.750000 Penalty: 5096.596680
	Iteration 58Q: 3 clusters Score -4010497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4010515.750000 Penalty: 5096.596680
	Iteration 59F: 3 clusters Score -4010516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4010530.250000 Penalty: 5096.596680
	Iteration 60F: 3 clusters Score -4010530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4010559.500000 Penalty: 5096.596680
	Iteration 61Q: 3 clusters Score -4010560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4010580.750000 Penalty: 5096.596680
	Iteration 62Q: 3 clusters Score -4010581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4010600.250000 Penalty: 5096.596680
	Iteration 63Q: 3 clusters Score -4010600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4010611.500000 Penalty: 5096.596680
	Iteration 64Q: 3 clusters Score -4010612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4010624.500000 Penalty: 5096.596680
	Iteration 65Q: 3 clusters Score -4010624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4010638.000000 Penalty: 5096.596680
	Iteration 66Q: 3 clusters Score -4010638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4010655.000000 Penalty: 5096.596680
	Iteration 67Q: 3 clusters Score -4010655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4010652.250000 Penalty: 5096.596680
	Iteration 68Q: 3 clusters Score -4010652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4010669.000000 Penalty: 5096.596680
	Iteration 69Q: 3 clusters Score -4010669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4010680.250000 Penalty: 5096.596680
	Iteration 70Q: 3 clusters Score -4010680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4010679.750000 Penalty: 5096.596680
	Iteration 71Q: 3 clusters Score -4010680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4010688.500000 Penalty: 5096.596680
	Iteration 72Q: 3 clusters Score -4010688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4010694.500000 Penalty: 5096.596680
	Iteration 73Q: 3 clusters Score -4010694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4010698.500000 Penalty: 5096.596680
	Iteration 74Q: 3 clusters Score -4010698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4010701.250000 Penalty: 5096.596680
	Iteration 75Q: 3 clusters Score -4010701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4010702.250000 Penalty: 5096.596680
	Iteration 76Q: 3 clusters Score -4010702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4010705.500000 Penalty: 5096.596680
	Iteration 77Q: 3 clusters Score -4010706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4010711.750000 Penalty: 5096.596680
	Iteration 78Q: 3 clusters Score -4010712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4010709.250000 Penalty: 5096.596680
	Iteration 79Q: 3 clusters Score -4010709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4010717.500000 Penalty: 5096.596680
	Iteration 80F: 3 clusters Score -4010718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4010720.500000 Penalty: 5096.596680
	Iteration 81Q: 3 clusters Score -4010720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4010721.000000 Penalty: 5096.596680
	Iteration 82Q: 3 clusters Score -4010721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4010721.250000 Penalty: 5096.596680
	Iteration 83Q: 3 clusters Score -4010721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4010725.750000 Penalty: 5096.596680
	Iteration 84Q: 3 clusters Score -4010726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4010728.750000 Penalty: 5096.596680
	Iteration 85Q: 3 clusters Score -4010729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4010729.750000 Penalty: 5096.596680
	Iteration 86Q: 3 clusters Score -4010730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4010726.750000 Penalty: 5096.596680
	Iteration 87Q: 3 clusters Score -4010727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4010724.750000 Penalty: 5096.596680
	Iteration 88Q: 3 clusters Score -4010725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4010725.500000 Penalty: 5096.596680
	Iteration 89Q: 3 clusters Score -4010726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4010723.500000 Penalty: 5096.596680
	Iteration 90Q: 3 clusters Score -4010724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4010727.750000 Penalty: 5096.596680
	Iteration 91Q: 3 clusters Score -4010728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4010727.750000 Penalty: 5096.596680
	Iteration 92F: 3 clusters Score -4010728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -161980.359375 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -161980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159946.968750 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -159947 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160680.140625 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -160680.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161285.421875 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -161285.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161749.453125 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -161749.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162188.640625 Penalty: 3535.335938
	Iteration 4F: 3 clusters Score -162188.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162279.359375 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -162279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162304.140625 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -162304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162322.265625 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -162322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162332.656250 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -162332.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162350.375000 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -162350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162358.812500 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -162358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162369.703125 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -162369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162392.156250 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -162392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162413.281250 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -162413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162454.484375 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -162454.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162510.812500 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -162510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162571.375000 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -162571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162681.484375 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -162681.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162726.406250 Penalty: 3535.335938
	Iteration 18Q: 3 clusters Score -162726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162760.953125 Penalty: 3535.335938
	Iteration 19Q: 3 clusters Score -162761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162890.656250 Penalty: 3535.335938
	Iteration 20F: 3 clusters Score -162890.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163121.562500 Penalty: 3535.335938
	Iteration 21Q: 3 clusters Score -163121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163176.000000 Penalty: 3535.335938
	Iteration 22Q: 3 clusters Score -163176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163273.140625 Penalty: 3535.335938
	Iteration 23Q: 3 clusters Score -163273.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163392.640625 Penalty: 3535.335938
	Iteration 24Q: 3 clusters Score -163392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -163522.140625 Penalty: 3535.335938
	Iteration 25Q: 3 clusters Score -163522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163639.093750 Penalty: 3535.335938
	Iteration 26Q: 3 clusters Score -163639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163706.062500 Penalty: 3535.335938
	Iteration 27Q: 3 clusters Score -163706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163712.906250 Penalty: 3535.335938
	Iteration 28Q: 3 clusters Score -163712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163712.906250 Penalty: 3535.335938
	Iteration 29F: 3 clusters Score -163712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Mstep: Class 25 contains 10725 members 
Mstep: Class 26 contains 638 members 
Entering Unmasked Estep 
Score: -128865832.000000 Penalty: 88441.828125
Splitting cluster 13 changes total score from -128822576.000000 to -128865832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (121202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Entering Unmasked Estep 
Score: -17815032.000000 Penalty: 2902.893066
	Iteration 0F: 2 clusters Score -1.781503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -17737416.000000 Penalty: 5805.786133
	Iteration 0F: 3 clusters Score -1.773742e+07 nChanged 57566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -17770484.000000 Penalty: 5805.786133
	Iteration 1F: 3 clusters Score -1.777048e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -17771348.000000 Penalty: 5805.786133
	Iteration 2Q: 3 clusters Score -1.777135e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -17772582.000000 Penalty: 5805.786133
	Iteration 3Q: 3 clusters Score -1.777258e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -17774198.000000 Penalty: 5805.786133
	Iteration 4Q: 3 clusters Score -1.77742e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -17777026.000000 Penalty: 5805.786133
	Iteration 5Q: 3 clusters Score -1.777703e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -17781878.000000 Penalty: 5805.786133
	Iteration 6F: 3 clusters Score -1.778188e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -17789664.000000 Penalty: 5805.786133
	Iteration 7F: 3 clusters Score -1.778966e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -17798984.000000 Penalty: 5805.786133
	Iteration 8F: 3 clusters Score -1.779898e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -17806508.000000 Penalty: 5805.786133
	Iteration 9F: 3 clusters Score -1.780651e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -17810542.000000 Penalty: 5805.786133
	Iteration 10Q: 3 clusters Score -1.781054e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -17812600.000000 Penalty: 5805.786133
	Iteration 11Q: 3 clusters Score -1.78126e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -17813434.000000 Penalty: 5805.786133
	Iteration 12Q: 3 clusters Score -1.781343e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -17813782.000000 Penalty: 5805.786133
	Iteration 13Q: 3 clusters Score -1.781378e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -17813914.000000 Penalty: 5805.786133
	Iteration 14Q: 3 clusters Score -1.781391e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -17813946.000000 Penalty: 5805.786133
	Iteration 15Q: 3 clusters Score -1.781395e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -17814012.000000 Penalty: 5805.786133
	Iteration 16Q: 3 clusters Score -1.781401e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -17814008.000000 Penalty: 5805.786133
	Iteration 17Q: 3 clusters Score -1.781401e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -17814034.000000 Penalty: 5805.786133
	Iteration 18Q: 3 clusters Score -1.781403e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -17814060.000000 Penalty: 5805.786133
	Iteration 19Q: 3 clusters Score -1.781406e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -17814064.000000 Penalty: 5805.786133
	Iteration 20F: 3 clusters Score -1.781406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -17814092.000000 Penalty: 5805.786133
	Iteration 21Q: 3 clusters Score -1.781409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -17814098.000000 Penalty: 5805.786133
	Iteration 22Q: 3 clusters Score -1.78141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -17814096.000000 Penalty: 5805.786133
	Iteration 23Q: 3 clusters Score -1.78141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -17814068.000000 Penalty: 5805.786133
	Iteration 24Q: 3 clusters Score -1.781407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
Score: -17814088.000000 Penalty: 5805.786133
	Iteration 25Q: 3 clusters Score -1.781409e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -17814074.000000 Penalty: 5805.786133
	Iteration 26Q: 3 clusters Score -1.781407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -17814098.000000 Penalty: 5805.786133
	Iteration 27Q: 3 clusters Score -1.78141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -17814074.000000 Penalty: 5805.786133
	Iteration 28Q: 3 clusters Score -1.781407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 119318 members 
Entering Unmasked Estep 
Score: -17814080.000000 Penalty: 5805.786133
	Iteration 29Q: 3 clusters Score -1.781408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -17814082.000000 Penalty: 5805.786133
	Iteration 30Q: 3 clusters Score -1.781408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -17814078.000000 Penalty: 5805.786133
	Iteration 31Q: 3 clusters Score -1.781408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -17814088.000000 Penalty: 5805.786133
	Iteration 32Q: 3 clusters Score -1.781409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -17814080.000000 Penalty: 5805.786133
	Iteration 33Q: 3 clusters Score -1.781408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -17814080.000000 Penalty: 5805.786133
	Iteration 34Q: 3 clusters Score -1.781408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -17814080.000000 Penalty: 5805.786133
	Iteration 35Q: 3 clusters Score -1.781408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -17814098.000000 Penalty: 5805.786133
	Iteration 36Q: 3 clusters Score -1.78141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -17814108.000000 Penalty: 5805.786133
	Iteration 37Q: 3 clusters Score -1.781411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -17814126.000000 Penalty: 5805.786133
	Iteration 38Q: 3 clusters Score -1.781413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17814122.000000 Penalty: 5805.786133
	Iteration 39Q: 3 clusters Score -1.781412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -17814130.000000 Penalty: 5805.786133
	Iteration 40F: 3 clusters Score -1.781413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -17814126.000000 Penalty: 5805.786133
	Iteration 41Q: 3 clusters Score -1.781413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17814138.000000 Penalty: 5805.786133
	Iteration 42Q: 3 clusters Score -1.781414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17814132.000000 Penalty: 5805.786133
	Iteration 43Q: 3 clusters Score -1.781413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -17814142.000000 Penalty: 5805.786133
	Iteration 44Q: 3 clusters Score -1.781414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -17814130.000000 Penalty: 5805.786133
	Iteration 45Q: 3 clusters Score -1.781413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -17814132.000000 Penalty: 5805.786133
	Iteration 46Q: 3 clusters Score -1.781413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -17814132.000000 Penalty: 5805.786133
	Iteration 47Q: 3 clusters Score -1.781413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -17814132.000000 Penalty: 5805.786133
	Iteration 48Q: 3 clusters Score -1.781413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -17814132.000000 Penalty: 5805.786133
	Iteration 49F: 3 clusters Score -1.781413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117523 members 
Entering Unmasked Estep 
Score: -17258268.000000 Penalty: 2895.248535
	Iteration 0F: 2 clusters Score -1.725827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -17182798.000000 Penalty: 5790.497070
	Iteration 0F: 3 clusters Score -1.71828e+07 nChanged 55885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -17215552.000000 Penalty: 5790.497070
	Iteration 1F: 3 clusters Score -1.721555e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -17216708.000000 Penalty: 5790.497070
	Iteration 2Q: 3 clusters Score -1.721671e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -17218252.000000 Penalty: 5790.497070
	Iteration 3Q: 3 clusters Score -1.721825e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -17219888.000000 Penalty: 5790.497070
	Iteration 4Q: 3 clusters Score -1.721989e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -17222258.000000 Penalty: 5790.497070
	Iteration 5Q: 3 clusters Score -1.722226e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -17225448.000000 Penalty: 5790.497070
	Iteration 6F: 3 clusters Score -1.722545e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -17229454.000000 Penalty: 5790.497070
	Iteration 7F: 3 clusters Score -1.722945e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -17234354.000000 Penalty: 5790.497070
	Iteration 8F: 3 clusters Score -1.723435e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -17239916.000000 Penalty: 5790.497070
	Iteration 9F: 3 clusters Score -1.723992e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -17243748.000000 Penalty: 5790.497070
	Iteration 10F: 3 clusters Score -1.724375e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -17245712.000000 Penalty: 5790.497070
	Iteration 11Q: 3 clusters Score -1.724571e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -17246804.000000 Penalty: 5790.497070
	Iteration 12Q: 3 clusters Score -1.72468e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -17247486.000000 Penalty: 5790.497070
	Iteration 13Q: 3 clusters Score -1.724749e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -17247964.000000 Penalty: 5790.497070
	Iteration 14Q: 3 clusters Score -1.724796e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -17248334.000000 Penalty: 5790.497070
	Iteration 15Q: 3 clusters Score -1.724833e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -17248524.000000 Penalty: 5790.497070
	Iteration 16Q: 3 clusters Score -1.724852e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -17248822.000000 Penalty: 5790.497070
	Iteration 17Q: 3 clusters Score -1.724882e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -17249120.000000 Penalty: 5790.497070
	Iteration 18Q: 3 clusters Score -1.724912e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -17249386.000000 Penalty: 5790.497070
	Iteration 19Q: 3 clusters Score -1.724939e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -17249624.000000 Penalty: 5790.497070
	Iteration 20F: 3 clusters Score -1.724962e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -17249874.000000 Penalty: 5790.497070
	Iteration 21Q: 3 clusters Score -1.724987e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -17250198.000000 Penalty: 5790.497070
	Iteration 22Q: 3 clusters Score -1.72502e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -17250526.000000 Penalty: 5790.497070
	Iteration 23Q: 3 clusters Score -1.725053e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -17250868.000000 Penalty: 5790.497070
	Iteration 24Q: 3 clusters Score -1.725087e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -17251288.000000 Penalty: 5790.497070
	Iteration 25Q: 3 clusters Score -1.725129e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -17251746.000000 Penalty: 5790.497070
	Iteration 26Q: 3 clusters Score -1.725175e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -17252270.000000 Penalty: 5790.497070
	Iteration 27Q: 3 clusters Score -1.725227e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -17252822.000000 Penalty: 5790.497070
	Iteration 28Q: 3 clusters Score -1.725282e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -17253464.000000 Penalty: 5790.497070
	Iteration 29Q: 3 clusters Score -1.725346e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -17254148.000000 Penalty: 5790.497070
	Iteration 30Q: 3 clusters Score -1.725415e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -17254604.000000 Penalty: 5790.497070
	Iteration 31Q: 3 clusters Score -1.72546e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -17255044.000000 Penalty: 5790.497070
	Iteration 32Q: 3 clusters Score -1.725504e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -17255452.000000 Penalty: 5790.497070
	Iteration 33Q: 3 clusters Score -1.725545e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -17255868.000000 Penalty: 5790.497070
	Iteration 34Q: 3 clusters Score -1.725587e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -17256218.000000 Penalty: 5790.497070
	Iteration 35Q: 3 clusters Score -1.725622e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -17256496.000000 Penalty: 5790.497070
	Iteration 36Q: 3 clusters Score -1.72565e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -17256766.000000 Penalty: 5790.497070
	Iteration 37Q: 3 clusters Score -1.725677e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -17256976.000000 Penalty: 5790.497070
	Iteration 38Q: 3 clusters Score -1.725698e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -17257004.000000 Penalty: 5790.497070
	Iteration 39Q: 3 clusters Score -1.7257e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -17257216.000000 Penalty: 5790.497070
	Iteration 40F: 3 clusters Score -1.725722e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -17257310.000000 Penalty: 5790.497070
	Iteration 41Q: 3 clusters Score -1.725731e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -17257360.000000 Penalty: 5790.497070
	Iteration 42Q: 3 clusters Score -1.725736e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -17257462.000000 Penalty: 5790.497070
	Iteration 43Q: 3 clusters Score -1.725746e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -17257578.000000 Penalty: 5790.497070
	Iteration 44Q: 3 clusters Score -1.725758e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -17257570.000000 Penalty: 5790.497070
	Iteration 45Q: 3 clusters Score -1.725757e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -17257610.000000 Penalty: 5790.497070
	Iteration 46Q: 3 clusters Score -1.725761e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -17257652.000000 Penalty: 5790.497070
	Iteration 47Q: 3 clusters Score -1.725765e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -17257676.000000 Penalty: 5790.497070
	Iteration 48Q: 3 clusters Score -1.725768e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -17257726.000000 Penalty: 5790.497070
	Iteration 49Q: 3 clusters Score -1.725773e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -17257724.000000 Penalty: 5790.497070
	Iteration 50Q: 3 clusters Score -1.725772e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -17257702.000000 Penalty: 5790.497070
	Iteration 51Q: 3 clusters Score -1.72577e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -17257748.000000 Penalty: 5790.497070
	Iteration 52Q: 3 clusters Score -1.725775e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -17257810.000000 Penalty: 5790.497070
	Iteration 53Q: 3 clusters Score -1.725781e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -17257842.000000 Penalty: 5790.497070
	Iteration 54Q: 3 clusters Score -1.725784e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -17257872.000000 Penalty: 5790.497070
	Iteration 55Q: 3 clusters Score -1.725787e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -17257862.000000 Penalty: 5790.497070
	Iteration 56Q: 3 clusters Score -1.725786e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -17257884.000000 Penalty: 5790.497070
	Iteration 57Q: 3 clusters Score -1.725788e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -17257924.000000 Penalty: 5790.497070
	Iteration 58Q: 3 clusters Score -1.725792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -17257944.000000 Penalty: 5790.497070
	Iteration 59Q: 3 clusters Score -1.725794e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -17257954.000000 Penalty: 5790.497070
	Iteration 60F: 3 clusters Score -1.725795e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -17257954.000000 Penalty: 5790.497070
	Iteration 61Q: 3 clusters Score -1.725795e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -17257994.000000 Penalty: 5790.497070
	Iteration 62Q: 3 clusters Score -1.725799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -17257998.000000 Penalty: 5790.497070
	Iteration 63Q: 3 clusters Score -1.7258e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -17257998.000000 Penalty: 5790.497070
	Iteration 64Q: 3 clusters Score -1.7258e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -17258026.000000 Penalty: 5790.497070
	Iteration 65Q: 3 clusters Score -1.725803e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -17258052.000000 Penalty: 5790.497070
	Iteration 66Q: 3 clusters Score -1.725805e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -17258032.000000 Penalty: 5790.497070
	Iteration 67Q: 3 clusters Score -1.725803e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -17258030.000000 Penalty: 5790.497070
	Iteration 68Q: 3 clusters Score -1.725803e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -17258056.000000 Penalty: 5790.497070
	Iteration 69Q: 3 clusters Score -1.725806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -17258044.000000 Penalty: 5790.497070
	Iteration 70Q: 3 clusters Score -1.725804e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -17258004.000000 Penalty: 5790.497070
	Iteration 71Q: 3 clusters Score -1.7258e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -17258010.000000 Penalty: 5790.497070
	Iteration 72Q: 3 clusters Score -1.725801e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -17257992.000000 Penalty: 5790.497070
	Iteration 73Q: 3 clusters Score -1.725799e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -17258018.000000 Penalty: 5790.497070
	Iteration 74Q: 3 clusters Score -1.725802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -17258028.000000 Penalty: 5790.497070
	Iteration 75Q: 3 clusters Score -1.725803e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -17258050.000000 Penalty: 5790.497070
	Iteration 76Q: 3 clusters Score -1.725805e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -17258058.000000 Penalty: 5790.497070
	Iteration 77Q: 3 clusters Score -1.725806e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -17258032.000000 Penalty: 5790.497070
	Iteration 78Q: 3 clusters Score -1.725803e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -17258058.000000 Penalty: 5790.497070
	Iteration 79Q: 3 clusters Score -1.725806e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -17258068.000000 Penalty: 5790.497070
	Iteration 80F: 3 clusters Score -1.725807e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -17258126.000000 Penalty: 5790.497070
	Iteration 81Q: 3 clusters Score -1.725813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -17258122.000000 Penalty: 5790.497070
	Iteration 82Q: 3 clusters Score -1.725812e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -17258106.000000 Penalty: 5790.497070
	Iteration 83Q: 3 clusters Score -1.725811e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -17258074.000000 Penalty: 5790.497070
	Iteration 84Q: 3 clusters Score -1.725807e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -17258042.000000 Penalty: 5790.497070
	Iteration 85Q: 3 clusters Score -1.725804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -17258058.000000 Penalty: 5790.497070
	Iteration 86Q: 3 clusters Score -1.725806e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -17258052.000000 Penalty: 5790.497070
	Iteration 87Q: 3 clusters Score -1.725805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -17258060.000000 Penalty: 5790.497070
	Iteration 88Q: 3 clusters Score -1.725806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -17258078.000000 Penalty: 5790.497070
	Iteration 89Q: 3 clusters Score -1.725808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -17258088.000000 Penalty: 5790.497070
	Iteration 90Q: 3 clusters Score -1.725809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -17258088.000000 Penalty: 5790.497070
	Iteration 91Q: 3 clusters Score -1.725809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -17258072.000000 Penalty: 5790.497070
	Iteration 92Q: 3 clusters Score -1.725807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -17258088.000000 Penalty: 5790.497070
	Iteration 93Q: 3 clusters Score -1.725809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -17258074.000000 Penalty: 5790.497070
	Iteration 94Q: 3 clusters Score -1.725807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -17258078.000000 Penalty: 5790.497070
	Iteration 95Q: 3 clusters Score -1.725808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -17258064.000000 Penalty: 5790.497070
	Iteration 96Q: 3 clusters Score -1.725806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -17258046.000000 Penalty: 5790.497070
	Iteration 97Q: 3 clusters Score -1.725805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -17258052.000000 Penalty: 5790.497070
	Iteration 98Q: 3 clusters Score -1.725805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -17258052.000000 Penalty: 5790.497070
	Iteration 99Q: 3 clusters Score -1.725805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -17258042.000000 Penalty: 5790.497070
	Iteration 100F: 3 clusters Score -1.725804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -17258066.000000 Penalty: 5790.497070
	Iteration 101Q: 3 clusters Score -1.725807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -17258070.000000 Penalty: 5790.497070
	Iteration 102Q: 3 clusters Score -1.725807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -17258066.000000 Penalty: 5790.497070
	Iteration 103Q: 3 clusters Score -1.725807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -17258072.000000 Penalty: 5790.497070
	Iteration 104Q: 3 clusters Score -1.725807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -17258076.000000 Penalty: 5790.497070
	Iteration 105Q: 3 clusters Score -1.725808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -17258086.000000 Penalty: 5790.497070
	Iteration 106Q: 3 clusters Score -1.725809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -17258090.000000 Penalty: 5790.497070
	Iteration 107Q: 3 clusters Score -1.725809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -17258078.000000 Penalty: 5790.497070
	Iteration 108Q: 3 clusters Score -1.725808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -17258078.000000 Penalty: 5790.497070
	Iteration 109Q: 3 clusters Score -1.725808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -17258082.000000 Penalty: 5790.497070
	Iteration 110Q: 3 clusters Score -1.725808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -17258092.000000 Penalty: 5790.497070
	Iteration 111Q: 3 clusters Score -1.725809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -17258100.000000 Penalty: 5790.497070
	Iteration 112Q: 3 clusters Score -1.72581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -17258088.000000 Penalty: 5790.497070
	Iteration 113Q: 3 clusters Score -1.725809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -17258092.000000 Penalty: 5790.497070
	Iteration 114Q: 3 clusters Score -1.725809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -17258090.000000 Penalty: 5790.497070
	Iteration 115Q: 3 clusters Score -1.725809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -17258076.000000 Penalty: 5790.497070
	Iteration 116Q: 3 clusters Score -1.725808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -17258086.000000 Penalty: 5790.497070
	Iteration 117Q: 3 clusters Score -1.725809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -17258082.000000 Penalty: 5790.497070
	Iteration 118Q: 3 clusters Score -1.725808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -17258098.000000 Penalty: 5790.497070
	Iteration 119Q: 3 clusters Score -1.72581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -17258100.000000 Penalty: 5790.497070
	Iteration 120F: 3 clusters Score -1.72581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -17258088.000000 Penalty: 5790.497070
	Iteration 121Q: 3 clusters Score -1.725809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -17258100.000000 Penalty: 5790.497070
	Iteration 122Q: 3 clusters Score -1.72581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -17258106.000000 Penalty: 5790.497070
	Iteration 123Q: 3 clusters Score -1.725811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -17258114.000000 Penalty: 5790.497070
	Iteration 124Q: 3 clusters Score -1.725811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -17258114.000000 Penalty: 5790.497070
	Iteration 125F: 3 clusters Score -1.725811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Entering Unmasked Estep 
Score: -4077221.000000 Penalty: 2539.651611
	Iteration 0F: 2 clusters Score -4077221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4057987.500000 Penalty: 5079.303223
	Iteration 0F: 3 clusters Score -4057988 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4064523.000000 Penalty: 5079.303223
	Iteration 1F: 3 clusters Score -4064523 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4064974.750000 Penalty: 5079.303223
	Iteration 2Q: 3 clusters Score -4064975 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4065454.250000 Penalty: 5079.303223
	Iteration 3Q: 3 clusters Score -4065454 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4066100.000000 Penalty: 5079.303223
	Iteration 4Q: 3 clusters Score -4066100 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4067404.000000 Penalty: 5079.303223
	Iteration 5F: 3 clusters Score -4067404 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4070299.250000 Penalty: 5079.303223
	Iteration 6F: 3 clusters Score -4070299 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4075809.250000 Penalty: 5079.303223
	Iteration 7F: 3 clusters Score -4075809 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4080262.750000 Penalty: 5079.303223
	Iteration 8F: 3 clusters Score -4080263 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4081656.750000 Penalty: 5079.303223
	Iteration 9F: 3 clusters Score -4081657 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4082304.250000 Penalty: 5079.303223
	Iteration 10Q: 3 clusters Score -4082304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4082828.250000 Penalty: 5079.303223
	Iteration 11Q: 3 clusters Score -4082828 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4083369.500000 Penalty: 5079.303223
	Iteration 12Q: 3 clusters Score -4083370 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -4083888.250000 Penalty: 5079.303223
	Iteration 13Q: 3 clusters Score -4083888 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4084192.000000 Penalty: 5079.303223
	Iteration 14Q: 3 clusters Score -4084192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4084289.500000 Penalty: 5079.303223
	Iteration 15Q: 3 clusters Score -4084290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4084318.500000 Penalty: 5079.303223
	Iteration 16Q: 3 clusters Score -4084318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4084328.500000 Penalty: 5079.303223
	Iteration 17Q: 3 clusters Score -4084328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4084321.750000 Penalty: 5079.303223
	Iteration 18Q: 3 clusters Score -4084322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4084326.250000 Penalty: 5079.303223
	Iteration 19Q: 3 clusters Score -4084326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4084326.250000 Penalty: 5079.303223
	Iteration 20F: 3 clusters Score -4084326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 22937 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 51368 members 
Mstep: Class 24 contains 8662 members 
Mstep: Class 25 contains 10725 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 5079 members 
Entering Unmasked Estep 
Score: -128872104.000000 Penalty: 91843.437500
Splitting cluster 20 changes total score from -128822576.000000 to -128872104.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (39073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Entering Unmasked Estep 
Score: -5598936.000000 Penalty: 2622.150391
	Iteration 0F: 2 clusters Score -5598936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5572400.500000 Penalty: 5244.300781
	Iteration 0F: 3 clusters Score -5572400 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5582245.000000 Penalty: 5244.300781
	Iteration 1F: 3 clusters Score -5582245 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5582758.500000 Penalty: 5244.300781
	Iteration 2Q: 3 clusters Score -5582758 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5583224.000000 Penalty: 5244.300781
	Iteration 3Q: 3 clusters Score -5583224 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5583672.000000 Penalty: 5244.300781
	Iteration 4Q: 3 clusters Score -5583672 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -5584295.000000 Penalty: 5244.300781
	Iteration 5Q: 3 clusters Score -5584295 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5585181.000000 Penalty: 5244.300781
	Iteration 6Q: 3 clusters Score -5585181 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5586575.500000 Penalty: 5244.300781
	Iteration 7F: 3 clusters Score -5586576 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5588541.000000 Penalty: 5244.300781
	Iteration 8F: 3 clusters Score -5588541 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5590927.500000 Penalty: 5244.300781
	Iteration 9F: 3 clusters Score -5590928 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -5593106.000000 Penalty: 5244.300781
	Iteration 10F: 3 clusters Score -5593106 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5594866.500000 Penalty: 5244.300781
	Iteration 11Q: 3 clusters Score -5594866 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5596254.000000 Penalty: 5244.300781
	Iteration 12Q: 3 clusters Score -5596254 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5597023.000000 Penalty: 5244.300781
	Iteration 13Q: 3 clusters Score -5597023 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5597458.000000 Penalty: 5244.300781
	Iteration 14Q: 3 clusters Score -5597458 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5597633.000000 Penalty: 5244.300781
	Iteration 15Q: 3 clusters Score -5597633 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5597734.500000 Penalty: 5244.300781
	Iteration 16Q: 3 clusters Score -5597734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5597783.500000 Penalty: 5244.300781
	Iteration 17Q: 3 clusters Score -5597784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5597805.500000 Penalty: 5244.300781
	Iteration 18Q: 3 clusters Score -5597806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5597821.000000 Penalty: 5244.300781
	Iteration 19Q: 3 clusters Score -5597821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5597839.500000 Penalty: 5244.300781
	Iteration 20F: 3 clusters Score -5597840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5597855.500000 Penalty: 5244.300781
	Iteration 21Q: 3 clusters Score -5597856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5597870.000000 Penalty: 5244.300781
	Iteration 22Q: 3 clusters Score -5597870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5597875.000000 Penalty: 5244.300781
	Iteration 23Q: 3 clusters Score -5597875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5597885.500000 Penalty: 5244.300781
	Iteration 24Q: 3 clusters Score -5597886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5597884.000000 Penalty: 5244.300781
	Iteration 25Q: 3 clusters Score -5597884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5597882.500000 Penalty: 5244.300781
	Iteration 26Q: 3 clusters Score -5597882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5597882.000000 Penalty: 5244.300781
	Iteration 27Q: 3 clusters Score -5597882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5597885.500000 Penalty: 5244.300781
	Iteration 28Q: 3 clusters Score -5597886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5597894.000000 Penalty: 5244.300781
	Iteration 29Q: 3 clusters Score -5597894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5597892.500000 Penalty: 5244.300781
	Iteration 30Q: 3 clusters Score -5597892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5597890.500000 Penalty: 5244.300781
	Iteration 31Q: 3 clusters Score -5597890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5597892.000000 Penalty: 5244.300781
	Iteration 32Q: 3 clusters Score -5597892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5597897.500000 Penalty: 5244.300781
	Iteration 33Q: 3 clusters Score -5597898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5597895.500000 Penalty: 5244.300781
	Iteration 34Q: 3 clusters Score -5597896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5597888.000000 Penalty: 5244.300781
	Iteration 35Q: 3 clusters Score -5597888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5597892.500000 Penalty: 5244.300781
	Iteration 36Q: 3 clusters Score -5597892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5597895.000000 Penalty: 5244.300781
	Iteration 37Q: 3 clusters Score -5597895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5597890.500000 Penalty: 5244.300781
	Iteration 38Q: 3 clusters Score -5597890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5597893.500000 Penalty: 5244.300781
	Iteration 39Q: 3 clusters Score -5597894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5597897.000000 Penalty: 5244.300781
	Iteration 40F: 3 clusters Score -5597897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5597893.000000 Penalty: 5244.300781
	Iteration 41Q: 3 clusters Score -5597893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5597890.000000 Penalty: 5244.300781
	Iteration 42Q: 3 clusters Score -5597890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5597890.000000 Penalty: 5244.300781
	Iteration 43F: 3 clusters Score -5597890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Entering Unmasked Estep 
Score: -7344809.500000 Penalty: 2689.999023
	Iteration 0F: 2 clusters Score -7344810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -7310380.000000 Penalty: 5379.998047
	Iteration 0F: 3 clusters Score -7310380 nChanged 23772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -7324066.000000 Penalty: 5379.998047
	Iteration 1F: 3 clusters Score -7324066 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7325928.000000 Penalty: 5379.998047
	Iteration 2Q: 3 clusters Score -7325928 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7329050.000000 Penalty: 5379.998047
	Iteration 3F: 3 clusters Score -7329050 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -7333262.500000 Penalty: 5379.998047
	Iteration 4F: 3 clusters Score -7333262 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7337821.500000 Penalty: 5379.998047
	Iteration 5F: 3 clusters Score -7337822 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -7341396.000000 Penalty: 5379.998047
	Iteration 6F: 3 clusters Score -7341396 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -7343282.500000 Penalty: 5379.998047
	Iteration 7F: 3 clusters Score -7343282 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7344039.000000 Penalty: 5379.998047
	Iteration 8Q: 3 clusters Score -7344039 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -7344318.000000 Penalty: 5379.998047
	Iteration 9Q: 3 clusters Score -7344318 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -7344462.000000 Penalty: 5379.998047
	Iteration 10Q: 3 clusters Score -7344462 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -7344566.500000 Penalty: 5379.998047
	Iteration 11Q: 3 clusters Score -7344566 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -7344617.000000 Penalty: 5379.998047
	Iteration 12Q: 3 clusters Score -7344617 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7344736.500000 Penalty: 5379.998047
	Iteration 13Q: 3 clusters Score -7344736 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -7344889.000000 Penalty: 5379.998047
	Iteration 14Q: 3 clusters Score -7344889 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -7345066.500000 Penalty: 5379.998047
	Iteration 15Q: 3 clusters Score -7345066 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -7345288.000000 Penalty: 5379.998047
	Iteration 16Q: 3 clusters Score -7345288 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -7345648.500000 Penalty: 5379.998047
	Iteration 17Q: 3 clusters Score -7345648 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -7346108.000000 Penalty: 5379.998047
	Iteration 18Q: 3 clusters Score -7346108 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -7346725.500000 Penalty: 5379.998047
	Iteration 19Q: 3 clusters Score -7346726 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7347487.000000 Penalty: 5379.998047
	Iteration 20F: 3 clusters Score -7347487 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7348230.000000 Penalty: 5379.998047
	Iteration 21Q: 3 clusters Score -7348230 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7348512.500000 Penalty: 5379.998047
	Iteration 22Q: 3 clusters Score -7348512 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7348611.000000 Penalty: 5379.998047
	Iteration 23Q: 3 clusters Score -7348611 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7348663.500000 Penalty: 5379.998047
	Iteration 24Q: 3 clusters Score -7348664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7348665.000000 Penalty: 5379.998047
	Iteration 25Q: 3 clusters Score -7348665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7348690.000000 Penalty: 5379.998047
	Iteration 26Q: 3 clusters Score -7348690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7348715.000000 Penalty: 5379.998047
	Iteration 27Q: 3 clusters Score -7348715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7348729.500000 Penalty: 5379.998047
	Iteration 28Q: 3 clusters Score -7348730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7348738.500000 Penalty: 5379.998047
	Iteration 29Q: 3 clusters Score -7348738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7348737.500000 Penalty: 5379.998047
	Iteration 30Q: 3 clusters Score -7348738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7348738.500000 Penalty: 5379.998047
	Iteration 31Q: 3 clusters Score -7348738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7348725.000000 Penalty: 5379.998047
	Iteration 32Q: 3 clusters Score -7348725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7348726.500000 Penalty: 5379.998047
	Iteration 33Q: 3 clusters Score -7348726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7348731.500000 Penalty: 5379.998047
	Iteration 34Q: 3 clusters Score -7348732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7348733.500000 Penalty: 5379.998047
	Iteration 35Q: 3 clusters Score -7348734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7348733.500000 Penalty: 5379.998047
	Iteration 36F: 3 clusters Score -7348734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 22937 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 47994 members 
Mstep: Class 24 contains 8662 members 
Mstep: Class 25 contains 10725 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 3374 members 
Entering Unmasked Estep 
Score: -128874848.000000 Penalty: 95245.046875
Splitting cluster 23 changes total score from -128822576.000000 to -128874848.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (8662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Entering Unmasked Estep 
Score: -1255314.250000 Penalty: 2248.541748
	Iteration 0F: 2 clusters Score -1255314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1248477.750000 Penalty: 4497.083496
	Iteration 0F: 3 clusters Score -1248478 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1250602.500000 Penalty: 4497.083496
	Iteration 1F: 3 clusters Score -1250602 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1251412.750000 Penalty: 4497.083496
	Iteration 2F: 3 clusters Score -1251413 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1252512.375000 Penalty: 4497.083496
	Iteration 3F: 3 clusters Score -1252512 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1253978.250000 Penalty: 4497.083496
	Iteration 4F: 3 clusters Score -1253978 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1255427.250000 Penalty: 4497.083496
	Iteration 5F: 3 clusters Score -1255427 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1256104.250000 Penalty: 4497.083496
	Iteration 6F: 3 clusters Score -1256104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1256400.375000 Penalty: 4497.083496
	Iteration 7Q: 3 clusters Score -1256400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1256565.375000 Penalty: 4497.083496
	Iteration 8Q: 3 clusters Score -1256565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1256632.500000 Penalty: 4497.083496
	Iteration 9Q: 3 clusters Score -1256632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1256651.500000 Penalty: 4497.083496
	Iteration 10Q: 3 clusters Score -1256652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1256658.125000 Penalty: 4497.083496
	Iteration 11Q: 3 clusters Score -1256658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1256661.375000 Penalty: 4497.083496
	Iteration 12Q: 3 clusters Score -1256661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1256664.625000 Penalty: 4497.083496
	Iteration 13Q: 3 clusters Score -1256665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1256667.125000 Penalty: 4497.083496
	Iteration 14Q: 3 clusters Score -1256667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1256665.250000 Penalty: 4497.083496
	Iteration 15Q: 3 clusters Score -1256665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1256669.375000 Penalty: 4497.083496
	Iteration 16Q: 3 clusters Score -1256669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1256669.625000 Penalty: 4497.083496
	Iteration 17Q: 3 clusters Score -1256670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1256669.625000 Penalty: 4497.083496
	Iteration 18F: 3 clusters Score -1256670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 41588 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 22937 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 47994 members 
Mstep: Class 24 contains 6205 members 
Mstep: Class 25 contains 10725 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 3374 members 
Mstep: Class 29 contains 2457 members 
Entering Unmasked Estep 
Score: -128874576.000000 Penalty: 98646.656250
Splitting cluster 24 changes total score from -128822576.000000 to -128874576.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220414 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 112103 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 15 contains 121202 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 20 contains 22937 members 
Mstep: Class 22 contains 39073 members 
Mstep: Class 23 contains 47994 members 
Mstep: Class 24 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128888680.000000 Penalty: 98646.656250
Iteration 39Q: 30 clusters Score -1.288887e+08 nChanged 35315
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 220372 members 
Mstep: Class 3 contains 21569 members 
Mstep: Class 4 contains 8306 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 110497 members 
Mstep: Class 11 contains 28028 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 18570 members 
Mstep: Class 15 contains 122825 members 
Mstep: Class 16 contains 34069 members 
Mstep: Class 17 contains 41899 members 
Mstep: Class 18 contains 117225 members 
Mstep: Class 19 contains 1164 members 
Mstep: Class 20 contains 23775 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 39286 members 
Mstep: Class 23 contains 47759 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 10336 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 3372 members 
Mstep: Class 29 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128900400.000000 Penalty: 98646.656250
Iteration 40F: 30 clusters Score -1.289004e+08 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 220062 members 
Mstep: Class 3 contains 21110 members 
Mstep: Class 4 contains 8536 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 13351 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 108213 members 
Mstep: Class 11 contains 27119 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 20023 members 
Mstep: Class 15 contains 122806 members 
Mstep: Class 16 contains 34383 members 
Mstep: Class 17 contains 43162 members 
Mstep: Class 18 contains 115434 members 
Mstep: Class 19 contains 1234 members 
Mstep: Class 20 contains 24318 members 
Mstep: Class 21 contains 733 members 
Mstep: Class 22 contains 39064 members 
Mstep: Class 23 contains 47619 members 
Mstep: Class 24 contains 6685 members 
Mstep: Class 25 contains 11551 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 5315 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128905304.000000 Penalty: 98646.656250
Iteration 41Q: 30 clusters Score -1.289053e+08 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 218818 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 8758 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 13849 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 107059 members 
Mstep: Class 11 contains 26518 members 
Mstep: Class 12 contains 8837 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 21045 members 
Mstep: Class 15 contains 123204 members 
Mstep: Class 16 contains 34452 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 114415 members 
Mstep: Class 19 contains 1192 members 
Mstep: Class 20 contains 24753 members 
Mstep: Class 21 contains 730 members 
Mstep: Class 22 contains 38912 members 
Mstep: Class 23 contains 47369 members 
Mstep: Class 24 contains 6648 members 
Mstep: Class 25 contains 12446 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 5482 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128908296.000000 Penalty: 98646.656250
Iteration 42Q: 30 clusters Score -1.289083e+08 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 217578 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 106384 members 
Mstep: Class 11 contains 26049 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 21942 members 
Mstep: Class 15 contains 123533 members 
Mstep: Class 16 contains 34430 members 
Mstep: Class 17 contains 44399 members 
Mstep: Class 18 contains 113824 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 25122 members 
Mstep: Class 21 contains 730 members 
Mstep: Class 22 contains 38808 members 
Mstep: Class 23 contains 46994 members 
Mstep: Class 24 contains 6598 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128911216.000000 Penalty: 98646.656250
Iteration 43Q: 30 clusters Score -1.289112e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 216257 members 
Mstep: Class 3 contains 20733 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 105968 members 
Mstep: Class 11 contains 25680 members 
Mstep: Class 12 contains 8951 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 22834 members 
Mstep: Class 15 contains 123801 members 
Mstep: Class 16 contains 34450 members 
Mstep: Class 17 contains 44746 members 
Mstep: Class 18 contains 113493 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 25454 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 38732 members 
Mstep: Class 23 contains 46556 members 
Mstep: Class 24 contains 6514 members 
Mstep: Class 25 contains 13822 members 
Mstep: Class 26 contains 649 members 
Mstep: Class 27 contains 5615 members 
Mstep: Class 28 contains 3531 members 
Mstep: Class 29 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128913768.000000 Penalty: 98646.656250
Iteration 44Q: 30 clusters Score -1.289138e+08 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 215096 members 
Mstep: Class 3 contains 20701 members 
Mstep: Class 4 contains 9093 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 14432 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 105710 members 
Mstep: Class 11 contains 25368 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 23689 members 
Mstep: Class 15 contains 124012 members 
Mstep: Class 16 contains 34473 members 
Mstep: Class 17 contains 44981 members 
Mstep: Class 18 contains 113270 members 
Mstep: Class 19 contains 1153 members 
Mstep: Class 20 contains 25737 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38671 members 
Mstep: Class 23 contains 46114 members 
Mstep: Class 24 contains 6398 members 
Mstep: Class 25 contains 14383 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 5645 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128916344.000000 Penalty: 98646.656250
Iteration 45Q: 30 clusters Score -1.289163e+08 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 214177 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 7846 members 
Mstep: Class 7 contains 14529 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 105516 members 
Mstep: Class 11 contains 25091 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 124066 members 
Mstep: Class 16 contains 34489 members 
Mstep: Class 17 contains 45160 members 
Mstep: Class 18 contains 113138 members 
Mstep: Class 19 contains 1152 members 
Mstep: Class 20 contains 25979 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38618 members 
Mstep: Class 23 contains 45640 members 
Mstep: Class 24 contains 6274 members 
Mstep: Class 25 contains 14818 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 3565 members 
Mstep: Class 29 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128917368.000000 Penalty: 98646.656250
Iteration 46Q: 30 clusters Score -1.289174e+08 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 213389 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 9185 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 7998 members 
Mstep: Class 7 contains 14625 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 105366 members 
Mstep: Class 11 contains 24874 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 25339 members 
Mstep: Class 15 contains 124140 members 
Mstep: Class 16 contains 34477 members 
Mstep: Class 17 contains 45289 members 
Mstep: Class 18 contains 112994 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 26152 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38576 members 
Mstep: Class 23 contains 45203 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 15185 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 5675 members 
Mstep: Class 28 contains 3566 members 
Mstep: Class 29 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128918840.000000 Penalty: 98646.656250
Iteration 47Q: 30 clusters Score -1.289188e+08 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 212767 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 14709 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7739 members 
Mstep: Class 10 contains 105280 members 
Mstep: Class 11 contains 24692 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 26176 members 
Mstep: Class 15 contains 124122 members 
Mstep: Class 16 contains 34475 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 112838 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 26284 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38534 members 
Mstep: Class 23 contains 44757 members 
Mstep: Class 24 contains 6065 members 
Mstep: Class 25 contains 15483 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5684 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128919696.000000 Penalty: 98646.656250
Iteration 48Q: 30 clusters Score -1.289197e+08 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 212315 members 
Mstep: Class 3 contains 20701 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 8245 members 
Mstep: Class 7 contains 14760 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 105125 members 
Mstep: Class 11 contains 24546 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 26960 members 
Mstep: Class 15 contains 124077 members 
Mstep: Class 16 contains 34493 members 
Mstep: Class 17 contains 45465 members 
Mstep: Class 18 contains 112663 members 
Mstep: Class 19 contains 1152 members 
Mstep: Class 20 contains 26401 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38482 members 
Mstep: Class 23 contains 44355 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 15734 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128920856.000000 Penalty: 98646.656250
Iteration 49Q: 30 clusters Score -1.289209e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 211962 members 
Mstep: Class 3 contains 20699 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 14796 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 104984 members 
Mstep: Class 11 contains 24430 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 27709 members 
Mstep: Class 15 contains 123933 members 
Mstep: Class 16 contains 34504 members 
Mstep: Class 17 contains 45548 members 
Mstep: Class 18 contains 112477 members 
Mstep: Class 19 contains 1153 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38433 members 
Mstep: Class 23 contains 44031 members 
Mstep: Class 24 contains 5865 members 
Mstep: Class 25 contains 15988 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5695 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128922128.000000 Penalty: 98646.656250
Iteration 50Q: 30 clusters Score -1.289221e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 211721 members 
Mstep: Class 3 contains 20705 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 8476 members 
Mstep: Class 7 contains 14820 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 104825 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 9171 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 28387 members 
Mstep: Class 15 contains 123777 members 
Mstep: Class 16 contains 34522 members 
Mstep: Class 17 contains 45623 members 
Mstep: Class 18 contains 112309 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 26585 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38379 members 
Mstep: Class 23 contains 43727 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 16211 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5707 members 
Mstep: Class 28 contains 3584 members 
Mstep: Class 29 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128922384.000000 Penalty: 98646.656250
Iteration 51Q: 30 clusters Score -1.289224e+08 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 211531 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 8576 members 
Mstep: Class 7 contains 14846 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 104667 members 
Mstep: Class 11 contains 24229 members 
Mstep: Class 12 contains 9193 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 28988 members 
Mstep: Class 15 contains 123633 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 45641 members 
Mstep: Class 18 contains 112155 members 
Mstep: Class 19 contains 1154 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38336 members 
Mstep: Class 23 contains 43487 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5711 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128922640.000000 Penalty: 98646.656250
Iteration 52Q: 30 clusters Score -1.289226e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 211354 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 14866 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 104495 members 
Mstep: Class 11 contains 24134 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 29547 members 
Mstep: Class 15 contains 123484 members 
Mstep: Class 16 contains 34514 members 
Mstep: Class 17 contains 45658 members 
Mstep: Class 18 contains 112031 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 26745 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38305 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 16596 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5715 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923016.000000 Penalty: 98646.656250
Iteration 53Q: 30 clusters Score -1.28923e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 211219 members 
Mstep: Class 3 contains 20715 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7718 members 
Mstep: Class 10 contains 104330 members 
Mstep: Class 11 contains 24063 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 123340 members 
Mstep: Class 16 contains 34503 members 
Mstep: Class 17 contains 45687 members 
Mstep: Class 18 contains 111928 members 
Mstep: Class 19 contains 1154 members 
Mstep: Class 20 contains 26806 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38278 members 
Mstep: Class 23 contains 43049 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 16732 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5717 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923248.000000 Penalty: 98646.656250
Iteration 54Q: 30 clusters Score -1.289232e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 211110 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 8864 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 104189 members 
Mstep: Class 11 contains 23991 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 30485 members 
Mstep: Class 15 contains 123226 members 
Mstep: Class 16 contains 34472 members 
Mstep: Class 17 contains 45707 members 
Mstep: Class 18 contains 111801 members 
Mstep: Class 19 contains 1154 members 
Mstep: Class 20 contains 26863 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38253 members 
Mstep: Class 23 contains 42877 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 16853 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5717 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923448.000000 Penalty: 98646.656250
Iteration 55Q: 30 clusters Score -1.289234e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 211072 members 
Mstep: Class 3 contains 20742 members 
Mstep: Class 4 contains 9399 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 8916 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 104079 members 
Mstep: Class 11 contains 23932 members 
Mstep: Class 12 contains 9263 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 30879 members 
Mstep: Class 15 contains 123097 members 
Mstep: Class 16 contains 34436 members 
Mstep: Class 17 contains 45739 members 
Mstep: Class 18 contains 111634 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 26917 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38230 members 
Mstep: Class 23 contains 42709 members 
Mstep: Class 24 contains 5596 members 
Mstep: Class 25 contains 16961 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5716 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923536.000000 Penalty: 98646.656250
Iteration 56Q: 30 clusters Score -1.289235e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 211034 members 
Mstep: Class 3 contains 20751 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 103959 members 
Mstep: Class 11 contains 23883 members 
Mstep: Class 12 contains 9270 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 122964 members 
Mstep: Class 16 contains 34409 members 
Mstep: Class 17 contains 45776 members 
Mstep: Class 18 contains 111496 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 26957 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38209 members 
Mstep: Class 23 contains 42579 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 17059 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5717 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923896.000000 Penalty: 98646.656250
Iteration 57Q: 30 clusters Score -1.289239e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210977 members 
Mstep: Class 3 contains 20761 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 14923 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7772 members 
Mstep: Class 10 contains 103852 members 
Mstep: Class 11 contains 23842 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 31535 members 
Mstep: Class 15 contains 122852 members 
Mstep: Class 16 contains 34406 members 
Mstep: Class 17 contains 45797 members 
Mstep: Class 18 contains 111351 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 27003 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38202 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 17162 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924048.000000 Penalty: 98646.656250
Iteration 58Q: 30 clusters Score -1.28924e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 210956 members 
Mstep: Class 3 contains 20769 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 103765 members 
Mstep: Class 11 contains 23815 members 
Mstep: Class 12 contains 9275 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 31803 members 
Mstep: Class 15 contains 122706 members 
Mstep: Class 16 contains 34412 members 
Mstep: Class 17 contains 45863 members 
Mstep: Class 18 contains 111218 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 27035 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38192 members 
Mstep: Class 23 contains 42339 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 17256 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128923928.000000 Penalty: 98646.656250
Iteration 59Q: 30 clusters Score -1.289239e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210955 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 9454 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 9096 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7791 members 
Mstep: Class 10 contains 103678 members 
Mstep: Class 11 contains 23793 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32007 members 
Mstep: Class 15 contains 122587 members 
Mstep: Class 16 contains 34424 members 
Mstep: Class 17 contains 45874 members 
Mstep: Class 18 contains 111093 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 27082 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38182 members 
Mstep: Class 23 contains 42250 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924608.000000 Penalty: 98646.656250
Iteration 60F: 30 clusters Score -1.289246e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210914 members 
Mstep: Class 3 contains 20780 members 
Mstep: Class 4 contains 9471 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 103623 members 
Mstep: Class 11 contains 23746 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32248 members 
Mstep: Class 15 contains 122441 members 
Mstep: Class 16 contains 34424 members 
Mstep: Class 17 contains 45912 members 
Mstep: Class 18 contains 110977 members 
Mstep: Class 19 contains 1163 members 
Mstep: Class 20 contains 27123 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38170 members 
Mstep: Class 23 contains 42166 members 
Mstep: Class 24 contains 5691 members 
Mstep: Class 25 contains 17417 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924792.000000 Penalty: 98646.656250
Iteration 61Q: 30 clusters Score -1.289248e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210865 members 
Mstep: Class 3 contains 20769 members 
Mstep: Class 4 contains 9487 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9135 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 103591 members 
Mstep: Class 11 contains 23711 members 
Mstep: Class 12 contains 9294 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32473 members 
Mstep: Class 15 contains 122279 members 
Mstep: Class 16 contains 34406 members 
Mstep: Class 17 contains 45944 members 
Mstep: Class 18 contains 110894 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38167 members 
Mstep: Class 23 contains 42104 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 17473 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128924832.000000 Penalty: 98646.656250
Iteration 62Q: 30 clusters Score -1.289248e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 210870 members 
Mstep: Class 3 contains 20766 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 9173 members 
Mstep: Class 7 contains 14963 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 103532 members 
Mstep: Class 11 contains 23676 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32672 members 
Mstep: Class 15 contains 122106 members 
Mstep: Class 16 contains 34378 members 
Mstep: Class 17 contains 45957 members 
Mstep: Class 18 contains 110819 members 
Mstep: Class 19 contains 1148 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38158 members 
Mstep: Class 23 contains 42049 members 
Mstep: Class 24 contains 5869 members 
Mstep: Class 25 contains 17525 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925272.000000 Penalty: 98646.656250
Iteration 63Q: 30 clusters Score -1.289253e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210846 members 
Mstep: Class 3 contains 20777 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 103474 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32803 members 
Mstep: Class 15 contains 121993 members 
Mstep: Class 16 contains 34350 members 
Mstep: Class 17 contains 45966 members 
Mstep: Class 18 contains 110761 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 27205 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38154 members 
Mstep: Class 23 contains 41996 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 17573 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925280.000000 Penalty: 98646.656250
Iteration 64Q: 30 clusters Score -1.289253e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210834 members 
Mstep: Class 3 contains 20790 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 103448 members 
Mstep: Class 11 contains 23578 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 121887 members 
Mstep: Class 16 contains 34332 members 
Mstep: Class 17 contains 45970 members 
Mstep: Class 18 contains 110666 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 27231 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38150 members 
Mstep: Class 23 contains 41953 members 
Mstep: Class 24 contains 6081 members 
Mstep: Class 25 contains 17610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925304.000000 Penalty: 98646.656250
Iteration 65Q: 30 clusters Score -1.289253e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 210791 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 103412 members 
Mstep: Class 11 contains 23548 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33041 members 
Mstep: Class 15 contains 121815 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 45979 members 
Mstep: Class 18 contains 110565 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 27250 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38143 members 
Mstep: Class 23 contains 41919 members 
Mstep: Class 24 contains 6159 members 
Mstep: Class 25 contains 17646 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925456.000000 Penalty: 98646.656250
Iteration 66Q: 30 clusters Score -1.289255e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 210760 members 
Mstep: Class 3 contains 20778 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 7 contains 14975 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7737 members 
Mstep: Class 10 contains 103387 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 9315 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33165 members 
Mstep: Class 15 contains 121750 members 
Mstep: Class 16 contains 34305 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 110440 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38138 members 
Mstep: Class 23 contains 41887 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 17685 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925568.000000 Penalty: 98646.656250
Iteration 67Q: 30 clusters Score -1.289256e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210729 members 
Mstep: Class 3 contains 20783 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 103370 members 
Mstep: Class 11 contains 23499 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33272 members 
Mstep: Class 15 contains 121676 members 
Mstep: Class 16 contains 34296 members 
Mstep: Class 17 contains 45946 members 
Mstep: Class 18 contains 110349 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 27293 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38133 members 
Mstep: Class 23 contains 41857 members 
Mstep: Class 24 contains 6295 members 
Mstep: Class 25 contains 17721 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925824.000000 Penalty: 98646.656250
Iteration 68Q: 30 clusters Score -1.289258e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210685 members 
Mstep: Class 3 contains 20778 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 103373 members 
Mstep: Class 11 contains 23479 members 
Mstep: Class 12 contains 9321 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 121602 members 
Mstep: Class 16 contains 34303 members 
Mstep: Class 17 contains 45907 members 
Mstep: Class 18 contains 110298 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 27310 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38124 members 
Mstep: Class 23 contains 41841 members 
Mstep: Class 24 contains 6353 members 
Mstep: Class 25 contains 17739 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926024.000000 Penalty: 98646.656250
Iteration 69Q: 30 clusters Score -1.28926e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210678 members 
Mstep: Class 3 contains 20780 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 9364 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 103365 members 
Mstep: Class 11 contains 23461 members 
Mstep: Class 12 contains 9325 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33459 members 
Mstep: Class 15 contains 121506 members 
Mstep: Class 16 contains 34301 members 
Mstep: Class 17 contains 45911 members 
Mstep: Class 18 contains 110214 members 
Mstep: Class 19 contains 1145 members 
Mstep: Class 20 contains 27327 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38117 members 
Mstep: Class 23 contains 41810 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 17751 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5724 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925864.000000 Penalty: 98646.656250
Iteration 70Q: 30 clusters Score -1.289259e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210708 members 
Mstep: Class 3 contains 20786 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 9380 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 103354 members 
Mstep: Class 11 contains 23436 members 
Mstep: Class 12 contains 9325 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33538 members 
Mstep: Class 15 contains 121412 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 45924 members 
Mstep: Class 18 contains 110109 members 
Mstep: Class 19 contains 1144 members 
Mstep: Class 20 contains 27346 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38110 members 
Mstep: Class 23 contains 41779 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 17766 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5726 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925696.000000 Penalty: 98646.656250
Iteration 71Q: 30 clusters Score -1.289257e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210722 members 
Mstep: Class 3 contains 20795 members 
Mstep: Class 4 contains 9717 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 103367 members 
Mstep: Class 11 contains 23418 members 
Mstep: Class 12 contains 9327 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33613 members 
Mstep: Class 15 contains 121351 members 
Mstep: Class 16 contains 34278 members 
Mstep: Class 17 contains 45909 members 
Mstep: Class 18 contains 110003 members 
Mstep: Class 19 contains 1143 members 
Mstep: Class 20 contains 27358 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38104 members 
Mstep: Class 23 contains 41738 members 
Mstep: Class 24 contains 6565 members 
Mstep: Class 25 contains 17775 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925624.000000 Penalty: 98646.656250
Iteration 72Q: 30 clusters Score -1.289256e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210717 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 14997 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 103379 members 
Mstep: Class 11 contains 23404 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33700 members 
Mstep: Class 15 contains 121279 members 
Mstep: Class 16 contains 34263 members 
Mstep: Class 17 contains 45885 members 
Mstep: Class 18 contains 109918 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27371 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38092 members 
Mstep: Class 23 contains 41700 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 17790 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5730 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925576.000000 Penalty: 98646.656250
Iteration 73Q: 30 clusters Score -1.289256e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210689 members 
Mstep: Class 3 contains 20801 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 9431 members 
Mstep: Class 7 contains 14994 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 103372 members 
Mstep: Class 11 contains 23413 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33763 members 
Mstep: Class 15 contains 121243 members 
Mstep: Class 16 contains 34245 members 
Mstep: Class 17 contains 45858 members 
Mstep: Class 18 contains 109848 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27388 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38085 members 
Mstep: Class 23 contains 41671 members 
Mstep: Class 24 contains 6713 members 
Mstep: Class 25 contains 17802 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5732 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925784.000000 Penalty: 98646.656250
Iteration 74Q: 30 clusters Score -1.289258e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210674 members 
Mstep: Class 3 contains 20803 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 10 contains 103367 members 
Mstep: Class 11 contains 23410 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33828 members 
Mstep: Class 15 contains 121208 members 
Mstep: Class 16 contains 34234 members 
Mstep: Class 17 contains 45844 members 
Mstep: Class 18 contains 109754 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27408 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38078 members 
Mstep: Class 23 contains 41647 members 
Mstep: Class 24 contains 6783 members 
Mstep: Class 25 contains 17812 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925864.000000 Penalty: 98646.656250
Iteration 75Q: 30 clusters Score -1.289259e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210652 members 
Mstep: Class 3 contains 20806 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 103358 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33893 members 
Mstep: Class 15 contains 121166 members 
Mstep: Class 16 contains 34225 members 
Mstep: Class 17 contains 45848 members 
Mstep: Class 18 contains 109684 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27425 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38073 members 
Mstep: Class 23 contains 41617 members 
Mstep: Class 24 contains 6841 members 
Mstep: Class 25 contains 17825 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925944.000000 Penalty: 98646.656250
Iteration 76Q: 30 clusters Score -1.289259e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210673 members 
Mstep: Class 3 contains 20808 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 9475 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7785 members 
Mstep: Class 10 contains 103344 members 
Mstep: Class 11 contains 23399 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33937 members 
Mstep: Class 15 contains 121135 members 
Mstep: Class 16 contains 34218 members 
Mstep: Class 17 contains 45884 members 
Mstep: Class 18 contains 109563 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 27445 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38070 members 
Mstep: Class 23 contains 41577 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 17835 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925784.000000 Penalty: 98646.656250
Iteration 77Q: 30 clusters Score -1.289258e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210671 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 9492 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 103347 members 
Mstep: Class 11 contains 23403 members 
Mstep: Class 12 contains 9362 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 33991 members 
Mstep: Class 15 contains 121108 members 
Mstep: Class 16 contains 34214 members 
Mstep: Class 17 contains 45927 members 
Mstep: Class 18 contains 109439 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 27458 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41543 members 
Mstep: Class 24 contains 6927 members 
Mstep: Class 25 contains 17838 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128925688.000000 Penalty: 98646.656250
Iteration 78Q: 30 clusters Score -1.289257e+08 nChanged 873
Entering ConstructFrom: 
Score: -128925688.000000 Penalty: 98646.656250
Entering ConstructFrom: 
Trying to split cluster 1 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -152297.640625 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -152297.6 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 577 members 
Entering Unmasked Estep 
Score: -150247.890625 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -150247.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150558.765625 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -150558.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150649.765625 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -150649.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150685.031250 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -150685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150715.000000 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -150715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150737.953125 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -150738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150753.734375 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -150753.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150767.265625 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -150767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150777.328125 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -150777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150790.546875 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -150790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150798.390625 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -150798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150801.687500 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -150801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150805.156250 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -150805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150807.953125 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -150808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150808.375000 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -150808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150809.343750 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -150809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150810.578125 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -150810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150811.296875 Penalty: 3491.236572
	Iteration 17Q: 3 clusters Score -150811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150812.093750 Penalty: 3491.236572
	Iteration 18Q: 3 clusters Score -150812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150813.312500 Penalty: 3491.236572
	Iteration 19Q: 3 clusters Score -150813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150814.281250 Penalty: 3491.236572
	Iteration 20F: 3 clusters Score -150814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150817.000000 Penalty: 3491.236572
	Iteration 21Q: 3 clusters Score -150817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150817.546875 Penalty: 3491.236572
	Iteration 22Q: 3 clusters Score -150817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150820.421875 Penalty: 3491.236572
	Iteration 23Q: 3 clusters Score -150820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150822.906250 Penalty: 3491.236572
	Iteration 24Q: 3 clusters Score -150822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150825.187500 Penalty: 3491.236572
	Iteration 25Q: 3 clusters Score -150825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150825.187500 Penalty: 3491.236572
	Iteration 26F: 3 clusters Score -150825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210644 members 
Entering Unmasked Estep 
Score: -30822860.000000 Penalty: 3039.965332
	Iteration 0F: 2 clusters Score -3.082286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -30697536.000000 Penalty: 6079.930664
	Iteration 0F: 3 clusters Score -3.069754e+07 nChanged 101193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -30756564.000000 Penalty: 6079.930664
	Iteration 1F: 3 clusters Score -3.075656e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -30757662.000000 Penalty: 6079.930664
	Iteration 2Q: 3 clusters Score -3.075766e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -30759330.000000 Penalty: 6079.930664
	Iteration 3Q: 3 clusters Score -3.075933e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121968 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -30761754.000000 Penalty: 6079.930664
	Iteration 4Q: 3 clusters Score -3.076175e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -30766036.000000 Penalty: 6079.930664
	Iteration 5Q: 3 clusters Score -3.076604e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141507 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -30773478.000000 Penalty: 6079.930664
	Iteration 6F: 3 clusters Score -3.077348e+07 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -30784130.000000 Penalty: 6079.930664
	Iteration 7F: 3 clusters Score -3.078413e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -30794982.000000 Penalty: 6079.930664
	Iteration 8F: 3 clusters Score -3.079498e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -30803662.000000 Penalty: 6079.930664
	Iteration 9F: 3 clusters Score -3.080366e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176981 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -30808908.000000 Penalty: 6079.930664
	Iteration 10Q: 3 clusters Score -3.080891e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179388 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -30811526.000000 Penalty: 6079.930664
	Iteration 11Q: 3 clusters Score -3.081153e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181319 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -30812738.000000 Penalty: 6079.930664
	Iteration 12Q: 3 clusters Score -3.081274e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -30813370.000000 Penalty: 6079.930664
	Iteration 13Q: 3 clusters Score -3.081337e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -30814052.000000 Penalty: 6079.930664
	Iteration 14Q: 3 clusters Score -3.081405e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186572 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -30814500.000000 Penalty: 6079.930664
	Iteration 15Q: 3 clusters Score -3.08145e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188241 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -30815126.000000 Penalty: 6079.930664
	Iteration 16Q: 3 clusters Score -3.081513e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189858 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -30816536.000000 Penalty: 6079.930664
	Iteration 17Q: 3 clusters Score -3.081654e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -30817828.000000 Penalty: 6079.930664
	Iteration 18Q: 3 clusters Score -3.081783e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193641 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -30819050.000000 Penalty: 6079.930664
	Iteration 19Q: 3 clusters Score -3.081905e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195742 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -30820178.000000 Penalty: 6079.930664
	Iteration 20F: 3 clusters Score -3.082018e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197845 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -30821232.000000 Penalty: 6079.930664
	Iteration 21Q: 3 clusters Score -3.082123e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199847 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -30822114.000000 Penalty: 6079.930664
	Iteration 22Q: 3 clusters Score -3.082211e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201740 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -30822698.000000 Penalty: 6079.930664
	Iteration 23Q: 3 clusters Score -3.08227e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203360 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -30822872.000000 Penalty: 6079.930664
	Iteration 24Q: 3 clusters Score -3.082287e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204737 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -30822990.000000 Penalty: 6079.930664
	Iteration 25Q: 3 clusters Score -3.082299e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205842 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -30822994.000000 Penalty: 6079.930664
	Iteration 26Q: 3 clusters Score -3.082299e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206712 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -30822906.000000 Penalty: 6079.930664
	Iteration 27Q: 3 clusters Score -3.082291e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207361 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -30822752.000000 Penalty: 6079.930664
	Iteration 28Q: 3 clusters Score -3.082275e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207870 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -30822620.000000 Penalty: 6079.930664
	Iteration 29Q: 3 clusters Score -3.082262e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208223 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -30822478.000000 Penalty: 6079.930664
	Iteration 30Q: 3 clusters Score -3.082248e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208503 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -30822370.000000 Penalty: 6079.930664
	Iteration 31Q: 3 clusters Score -3.082237e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -30822298.000000 Penalty: 6079.930664
	Iteration 32Q: 3 clusters Score -3.08223e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208842 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -30822198.000000 Penalty: 6079.930664
	Iteration 33Q: 3 clusters Score -3.08222e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208962 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -30822126.000000 Penalty: 6079.930664
	Iteration 34Q: 3 clusters Score -3.082213e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209037 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -30822114.000000 Penalty: 6079.930664
	Iteration 35Q: 3 clusters Score -3.082211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209088 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -30822120.000000 Penalty: 6079.930664
	Iteration 36Q: 3 clusters Score -3.082212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209136 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -30822136.000000 Penalty: 6079.930664
	Iteration 37Q: 3 clusters Score -3.082214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209163 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -30822174.000000 Penalty: 6079.930664
	Iteration 38Q: 3 clusters Score -3.082217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209188 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -30822158.000000 Penalty: 6079.930664
	Iteration 39Q: 3 clusters Score -3.082216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209220 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -30822144.000000 Penalty: 6079.930664
	Iteration 40F: 3 clusters Score -3.082214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209243 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30822116.000000 Penalty: 6079.930664
	Iteration 41Q: 3 clusters Score -3.082212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209265 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -30822086.000000 Penalty: 6079.930664
	Iteration 42Q: 3 clusters Score -3.082209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209289 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -30822108.000000 Penalty: 6079.930664
	Iteration 43Q: 3 clusters Score -3.082211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209304 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -30822114.000000 Penalty: 6079.930664
	Iteration 44Q: 3 clusters Score -3.082211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209317 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -30822118.000000 Penalty: 6079.930664
	Iteration 45Q: 3 clusters Score -3.082212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209325 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -30822104.000000 Penalty: 6079.930664
	Iteration 46Q: 3 clusters Score -3.08221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209335 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -30822088.000000 Penalty: 6079.930664
	Iteration 47Q: 3 clusters Score -3.082209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209348 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -30822086.000000 Penalty: 6079.930664
	Iteration 48Q: 3 clusters Score -3.082209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209351 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -30822080.000000 Penalty: 6079.930664
	Iteration 49Q: 3 clusters Score -3.082208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209357 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -30822090.000000 Penalty: 6079.930664
	Iteration 50Q: 3 clusters Score -3.082209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209360 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -30822098.000000 Penalty: 6079.930664
	Iteration 51Q: 3 clusters Score -3.08221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209360 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -30822084.000000 Penalty: 6079.930664
	Iteration 52Q: 3 clusters Score -3.082208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209364 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -30822092.000000 Penalty: 6079.930664
	Iteration 53Q: 3 clusters Score -3.082209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209367 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -30822082.000000 Penalty: 6079.930664
	Iteration 54Q: 3 clusters Score -3.082208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209370 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -30822076.000000 Penalty: 6079.930664
	Iteration 55Q: 3 clusters Score -3.082208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209374 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -30822070.000000 Penalty: 6079.930664
	Iteration 56Q: 3 clusters Score -3.082207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209380 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -30822060.000000 Penalty: 6079.930664
	Iteration 57Q: 3 clusters Score -3.082206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209383 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -30822064.000000 Penalty: 6079.930664
	Iteration 58Q: 3 clusters Score -3.082206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209386 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -30822044.000000 Penalty: 6079.930664
	Iteration 59Q: 3 clusters Score -3.082204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -30822032.000000 Penalty: 6079.930664
	Iteration 60F: 3 clusters Score -3.082203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209390 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -30822030.000000 Penalty: 6079.930664
	Iteration 61Q: 3 clusters Score -3.082203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209390 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -30822018.000000 Penalty: 6079.930664
	Iteration 62Q: 3 clusters Score -3.082202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209390 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -30822018.000000 Penalty: 6079.930664
	Iteration 63F: 3 clusters Score -3.082202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Entering Unmasked Estep 
Score: -2946340.500000 Penalty: 2465.898926
	Iteration 0F: 2 clusters Score -2946340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2931788.250000 Penalty: 4931.797852
	Iteration 0F: 3 clusters Score -2931788 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2936526.000000 Penalty: 4931.797852
	Iteration 1F: 3 clusters Score -2936526 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2936974.250000 Penalty: 4931.797852
	Iteration 2F: 3 clusters Score -2936974 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2937374.250000 Penalty: 4931.797852
	Iteration 3Q: 3 clusters Score -2937374 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2937809.500000 Penalty: 4931.797852
	Iteration 4Q: 3 clusters Score -2937810 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2938349.500000 Penalty: 4931.797852
	Iteration 5F: 3 clusters Score -2938350 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2939111.500000 Penalty: 4931.797852
	Iteration 6F: 3 clusters Score -2939112 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2940067.250000 Penalty: 4931.797852
	Iteration 7F: 3 clusters Score -2940067 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2941001.250000 Penalty: 4931.797852
	Iteration 8F: 3 clusters Score -2941001 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2941741.250000 Penalty: 4931.797852
	Iteration 9F: 3 clusters Score -2941741 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2942228.000000 Penalty: 4931.797852
	Iteration 10Q: 3 clusters Score -2942228 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2942508.750000 Penalty: 4931.797852
	Iteration 11Q: 3 clusters Score -2942509 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2942664.000000 Penalty: 4931.797852
	Iteration 12Q: 3 clusters Score -2942664 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2942759.750000 Penalty: 4931.797852
	Iteration 13Q: 3 clusters Score -2942760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2942807.250000 Penalty: 4931.797852
	Iteration 14Q: 3 clusters Score -2942807 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2942832.750000 Penalty: 4931.797852
	Iteration 15Q: 3 clusters Score -2942833 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2942855.250000 Penalty: 4931.797852
	Iteration 16Q: 3 clusters Score -2942855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2942869.750000 Penalty: 4931.797852
	Iteration 17Q: 3 clusters Score -2942870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2942879.000000 Penalty: 4931.797852
	Iteration 18Q: 3 clusters Score -2942879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2942891.500000 Penalty: 4931.797852
	Iteration 19Q: 3 clusters Score -2942892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2942918.500000 Penalty: 4931.797852
	Iteration 20F: 3 clusters Score -2942918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2942940.750000 Penalty: 4931.797852
	Iteration 21Q: 3 clusters Score -2942941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2942950.250000 Penalty: 4931.797852
	Iteration 22Q: 3 clusters Score -2942950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2942974.500000 Penalty: 4931.797852
	Iteration 23Q: 3 clusters Score -2942974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2942989.250000 Penalty: 4931.797852
	Iteration 24Q: 3 clusters Score -2942989 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2943008.500000 Penalty: 4931.797852
	Iteration 25Q: 3 clusters Score -2943008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2943030.000000 Penalty: 4931.797852
	Iteration 26Q: 3 clusters Score -2943030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2943061.500000 Penalty: 4931.797852
	Iteration 27Q: 3 clusters Score -2943062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2943074.250000 Penalty: 4931.797852
	Iteration 28Q: 3 clusters Score -2943074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2943096.000000 Penalty: 4931.797852
	Iteration 29Q: 3 clusters Score -2943096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2943117.500000 Penalty: 4931.797852
	Iteration 30Q: 3 clusters Score -2943118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2943155.750000 Penalty: 4931.797852
	Iteration 31Q: 3 clusters Score -2943156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2943195.250000 Penalty: 4931.797852
	Iteration 32Q: 3 clusters Score -2943195 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2943221.750000 Penalty: 4931.797852
	Iteration 33Q: 3 clusters Score -2943222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2943262.250000 Penalty: 4931.797852
	Iteration 34Q: 3 clusters Score -2943262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2943314.000000 Penalty: 4931.797852
	Iteration 35Q: 3 clusters Score -2943314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2943364.250000 Penalty: 4931.797852
	Iteration 36Q: 3 clusters Score -2943364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2943440.000000 Penalty: 4931.797852
	Iteration 37Q: 3 clusters Score -2943440 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2943477.000000 Penalty: 4931.797852
	Iteration 38Q: 3 clusters Score -2943477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2943527.000000 Penalty: 4931.797852
	Iteration 39Q: 3 clusters Score -2943527 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2943574.500000 Penalty: 4931.797852
	Iteration 40F: 3 clusters Score -2943574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2943647.500000 Penalty: 4931.797852
	Iteration 41Q: 3 clusters Score -2943648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2943728.750000 Penalty: 4931.797852
	Iteration 42Q: 3 clusters Score -2943729 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2943784.000000 Penalty: 4931.797852
	Iteration 43Q: 3 clusters Score -2943784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2943838.750000 Penalty: 4931.797852
	Iteration 44Q: 3 clusters Score -2943839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2943900.500000 Penalty: 4931.797852
	Iteration 45Q: 3 clusters Score -2943900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2943954.750000 Penalty: 4931.797852
	Iteration 46Q: 3 clusters Score -2943955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2944011.500000 Penalty: 4931.797852
	Iteration 47Q: 3 clusters Score -2944012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2944063.500000 Penalty: 4931.797852
	Iteration 48Q: 3 clusters Score -2944064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2944128.750000 Penalty: 4931.797852
	Iteration 49Q: 3 clusters Score -2944129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2944206.250000 Penalty: 4931.797852
	Iteration 50Q: 3 clusters Score -2944206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2944262.500000 Penalty: 4931.797852
	Iteration 51Q: 3 clusters Score -2944262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2944297.500000 Penalty: 4931.797852
	Iteration 52Q: 3 clusters Score -2944298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2944347.000000 Penalty: 4931.797852
	Iteration 53Q: 3 clusters Score -2944347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2944394.750000 Penalty: 4931.797852
	Iteration 54Q: 3 clusters Score -2944395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2944432.500000 Penalty: 4931.797852
	Iteration 55Q: 3 clusters Score -2944432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2944464.500000 Penalty: 4931.797852
	Iteration 56Q: 3 clusters Score -2944464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2944498.750000 Penalty: 4931.797852
	Iteration 57Q: 3 clusters Score -2944499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2944504.250000 Penalty: 4931.797852
	Iteration 58Q: 3 clusters Score -2944504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2944512.750000 Penalty: 4931.797852
	Iteration 59Q: 3 clusters Score -2944513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2944518.250000 Penalty: 4931.797852
	Iteration 60F: 3 clusters Score -2944518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2944530.250000 Penalty: 4931.797852
	Iteration 61Q: 3 clusters Score -2944530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2944529.500000 Penalty: 4931.797852
	Iteration 62Q: 3 clusters Score -2944530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2944529.750000 Penalty: 4931.797852
	Iteration 63Q: 3 clusters Score -2944530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2944537.000000 Penalty: 4931.797852
	Iteration 64Q: 3 clusters Score -2944537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2944537.500000 Penalty: 4931.797852
	Iteration 65Q: 3 clusters Score -2944538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2944538.750000 Penalty: 4931.797852
	Iteration 66Q: 3 clusters Score -2944539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2944536.500000 Penalty: 4931.797852
	Iteration 67Q: 3 clusters Score -2944536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2944541.250000 Penalty: 4931.797852
	Iteration 68Q: 3 clusters Score -2944541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2944544.500000 Penalty: 4931.797852
	Iteration 69Q: 3 clusters Score -2944544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2944544.500000 Penalty: 4931.797852
	Iteration 70F: 3 clusters Score -2944544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -1404802.375000 Penalty: 2279.937256
	Iteration 0F: 2 clusters Score -1404802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1397255.250000 Penalty: 4559.874512
	Iteration 0F: 3 clusters Score -1397255 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1399333.000000 Penalty: 4559.874512
	Iteration 1F: 3 clusters Score -1399333 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1399627.500000 Penalty: 4559.874512
	Iteration 2F: 3 clusters Score -1399628 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1399861.875000 Penalty: 4559.874512
	Iteration 3Q: 3 clusters Score -1399862 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1400059.250000 Penalty: 4559.874512
	Iteration 4Q: 3 clusters Score -1400059 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1400225.750000 Penalty: 4559.874512
	Iteration 5Q: 3 clusters Score -1400226 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1400400.375000 Penalty: 4559.874512
	Iteration 6Q: 3 clusters Score -1400400 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1400577.500000 Penalty: 4559.874512
	Iteration 7Q: 3 clusters Score -1400578 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1400777.625000 Penalty: 4559.874512
	Iteration 8Q: 3 clusters Score -1400778 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1401057.000000 Penalty: 4559.874512
	Iteration 9Q: 3 clusters Score -1401057 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1401401.375000 Penalty: 4559.874512
	Iteration 10Q: 3 clusters Score -1401401 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1401735.125000 Penalty: 4559.874512
	Iteration 11Q: 3 clusters Score -1401735 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1402011.625000 Penalty: 4559.874512
	Iteration 12Q: 3 clusters Score -1402012 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1402286.125000 Penalty: 4559.874512
	Iteration 13Q: 3 clusters Score -1402286 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1402480.625000 Penalty: 4559.874512
	Iteration 14Q: 3 clusters Score -1402481 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1402643.250000 Penalty: 4559.874512
	Iteration 15Q: 3 clusters Score -1402643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1402763.375000 Penalty: 4559.874512
	Iteration 16Q: 3 clusters Score -1402763 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1402836.000000 Penalty: 4559.874512
	Iteration 17Q: 3 clusters Score -1402836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1402878.875000 Penalty: 4559.874512
	Iteration 18Q: 3 clusters Score -1402879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1402915.500000 Penalty: 4559.874512
	Iteration 19Q: 3 clusters Score -1402916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1402952.125000 Penalty: 4559.874512
	Iteration 20F: 3 clusters Score -1402952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1402971.000000 Penalty: 4559.874512
	Iteration 21Q: 3 clusters Score -1402971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1402995.500000 Penalty: 4559.874512
	Iteration 22Q: 3 clusters Score -1402996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1403003.875000 Penalty: 4559.874512
	Iteration 23Q: 3 clusters Score -1403004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1403008.250000 Penalty: 4559.874512
	Iteration 24Q: 3 clusters Score -1403008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1403011.375000 Penalty: 4559.874512
	Iteration 25Q: 3 clusters Score -1403011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1403012.750000 Penalty: 4559.874512
	Iteration 26Q: 3 clusters Score -1403013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1403016.625000 Penalty: 4559.874512
	Iteration 27Q: 3 clusters Score -1403017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1403022.875000 Penalty: 4559.874512
	Iteration 28Q: 3 clusters Score -1403023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1403026.750000 Penalty: 4559.874512
	Iteration 29Q: 3 clusters Score -1403027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1403031.875000 Penalty: 4559.874512
	Iteration 30Q: 3 clusters Score -1403032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1403038.125000 Penalty: 4559.874512
	Iteration 31Q: 3 clusters Score -1403038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1403038.625000 Penalty: 4559.874512
	Iteration 32Q: 3 clusters Score -1403039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1403042.125000 Penalty: 4559.874512
	Iteration 33Q: 3 clusters Score -1403042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1403041.375000 Penalty: 4559.874512
	Iteration 34Q: 3 clusters Score -1403041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1403041.375000 Penalty: 4559.874512
	Iteration 35F: 3 clusters Score -1403041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -313065.500000 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -313065.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -310321.718750 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -310321.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -310840.750000 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -310840.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -310958.750000 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -310958.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -311021.343750 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -311021.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -311074.687500 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -311074.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -311119.093750 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -311119.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -311160.468750 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -311160.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311187.812500 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -311187.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -311216.125000 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -311216.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -311247.093750 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -311247.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -311275.750000 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -311275.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -311309.000000 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -311309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -311350.156250 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -311350.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -311389.875000 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -311389.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -311437.218750 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -311437.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -311477.062500 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -311477.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -311511.468750 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -311511.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -311538.687500 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -311538.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -311564.937500 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -311564.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -311584.000000 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -311584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -311602.218750 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -311602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -311631.468750 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -311631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -311648.437500 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -311648.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -311663.750000 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -311663.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -311677.031250 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -311677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -311685.437500 Penalty: 3831.325684
	Iteration 25Q: 3 clusters Score -311685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -311693.781250 Penalty: 3831.325684
	Iteration 26Q: 3 clusters Score -311693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -311700.875000 Penalty: 3831.325684
	Iteration 27Q: 3 clusters Score -311700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -311705.531250 Penalty: 3831.325684
	Iteration 28Q: 3 clusters Score -311705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -311709.156250 Penalty: 3831.325684
	Iteration 29Q: 3 clusters Score -311709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -311714.343750 Penalty: 3831.325684
	Iteration 30Q: 3 clusters Score -311714.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -311725.656250 Penalty: 3831.325684
	Iteration 31Q: 3 clusters Score -311725.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -311734.281250 Penalty: 3831.325684
	Iteration 32Q: 3 clusters Score -311734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -311740.937500 Penalty: 3831.325684
	Iteration 33Q: 3 clusters Score -311740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -311746.406250 Penalty: 3831.325684
	Iteration 34Q: 3 clusters Score -311746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -311750.781250 Penalty: 3831.325684
	Iteration 35Q: 3 clusters Score -311750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -311755.218750 Penalty: 3831.325684
	Iteration 36Q: 3 clusters Score -311755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -311759.312500 Penalty: 3831.325684
	Iteration 37Q: 3 clusters Score -311759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -311761.343750 Penalty: 3831.325684
	Iteration 38Q: 3 clusters Score -311761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -311761.343750 Penalty: 3831.325684
	Iteration 39F: 3 clusters Score -311761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -1399762.250000 Penalty: 2271.678467
	Iteration 0F: 2 clusters Score -1399762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1392415.125000 Penalty: 4543.356934
	Iteration 0F: 3 clusters Score -1392415 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1394503.875000 Penalty: 4543.356934
	Iteration 1F: 3 clusters Score -1394504 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1394900.500000 Penalty: 4543.356934
	Iteration 2F: 3 clusters Score -1394900 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1395204.625000 Penalty: 4543.356934
	Iteration 3F: 3 clusters Score -1395205 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1395468.625000 Penalty: 4543.356934
	Iteration 4Q: 3 clusters Score -1395469 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1395729.875000 Penalty: 4543.356934
	Iteration 5Q: 3 clusters Score -1395730 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1395968.750000 Penalty: 4543.356934
	Iteration 6Q: 3 clusters Score -1395969 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1396221.625000 Penalty: 4543.356934
	Iteration 7Q: 3 clusters Score -1396222 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1396481.625000 Penalty: 4543.356934
	Iteration 8Q: 3 clusters Score -1396482 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1396774.000000 Penalty: 4543.356934
	Iteration 9Q: 3 clusters Score -1396774 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1397082.875000 Penalty: 4543.356934
	Iteration 10Q: 3 clusters Score -1397083 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1397314.625000 Penalty: 4543.356934
	Iteration 11Q: 3 clusters Score -1397315 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1397463.500000 Penalty: 4543.356934
	Iteration 12Q: 3 clusters Score -1397464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1397581.375000 Penalty: 4543.356934
	Iteration 13Q: 3 clusters Score -1397581 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1397641.250000 Penalty: 4543.356934
	Iteration 14Q: 3 clusters Score -1397641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1397689.125000 Penalty: 4543.356934
	Iteration 15Q: 3 clusters Score -1397689 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1397720.875000 Penalty: 4543.356934
	Iteration 16Q: 3 clusters Score -1397721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1397737.500000 Penalty: 4543.356934
	Iteration 17Q: 3 clusters Score -1397738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1397757.750000 Penalty: 4543.356934
	Iteration 18Q: 3 clusters Score -1397758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1397760.000000 Penalty: 4543.356934
	Iteration 19Q: 3 clusters Score -1397760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1397768.000000 Penalty: 4543.356934
	Iteration 20F: 3 clusters Score -1397768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1397772.625000 Penalty: 4543.356934
	Iteration 21Q: 3 clusters Score -1397773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1397776.625000 Penalty: 4543.356934
	Iteration 22Q: 3 clusters Score -1397777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1397781.625000 Penalty: 4543.356934
	Iteration 23Q: 3 clusters Score -1397782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1397783.625000 Penalty: 4543.356934
	Iteration 24Q: 3 clusters Score -1397784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1397785.875000 Penalty: 4543.356934
	Iteration 25Q: 3 clusters Score -1397786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1397783.750000 Penalty: 4543.356934
	Iteration 26Q: 3 clusters Score -1397784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1397788.000000 Penalty: 4543.356934
	Iteration 27Q: 3 clusters Score -1397788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1397788.125000 Penalty: 4543.356934
	Iteration 28Q: 3 clusters Score -1397788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1397790.625000 Penalty: 4543.356934
	Iteration 29Q: 3 clusters Score -1397791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1397789.000000 Penalty: 4543.356934
	Iteration 30Q: 3 clusters Score -1397789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1397790.125000 Penalty: 4543.356934
	Iteration 31Q: 3 clusters Score -1397790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1397790.375000 Penalty: 4543.356934
	Iteration 32Q: 3 clusters Score -1397790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1397790.375000 Penalty: 4543.356934
	Iteration 33Q: 3 clusters Score -1397790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1397790.375000 Penalty: 4543.356934
	Iteration 34F: 3 clusters Score -1397790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Entering Unmasked Estep 
Score: -1920277.375000 Penalty: 2384.885010
	Iteration 0F: 2 clusters Score -1920277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1909533.250000 Penalty: 4769.770020
	Iteration 0F: 3 clusters Score -1909533 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1913294.500000 Penalty: 4769.770020
	Iteration 1F: 3 clusters Score -1913294 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1914097.250000 Penalty: 4769.770020
	Iteration 2F: 3 clusters Score -1914097 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1914838.500000 Penalty: 4769.770020
	Iteration 3F: 3 clusters Score -1914838 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1915457.625000 Penalty: 4769.770020
	Iteration 4F: 3 clusters Score -1915458 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1915909.000000 Penalty: 4769.770020
	Iteration 5F: 3 clusters Score -1915909 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1916266.375000 Penalty: 4769.770020
	Iteration 6Q: 3 clusters Score -1916266 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1916555.000000 Penalty: 4769.770020
	Iteration 7Q: 3 clusters Score -1916555 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1916880.625000 Penalty: 4769.770020
	Iteration 8Q: 3 clusters Score -1916881 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1917228.500000 Penalty: 4769.770020
	Iteration 9Q: 3 clusters Score -1917228 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1917625.625000 Penalty: 4769.770020
	Iteration 10Q: 3 clusters Score -1917626 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1918076.500000 Penalty: 4769.770020
	Iteration 11Q: 3 clusters Score -1918076 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1918527.625000 Penalty: 4769.770020
	Iteration 12Q: 3 clusters Score -1918528 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1918978.250000 Penalty: 4769.770020
	Iteration 13Q: 3 clusters Score -1918978 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1919353.625000 Penalty: 4769.770020
	Iteration 14Q: 3 clusters Score -1919354 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1919648.375000 Penalty: 4769.770020
	Iteration 15Q: 3 clusters Score -1919648 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1919891.125000 Penalty: 4769.770020
	Iteration 16Q: 3 clusters Score -1919891 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1920066.750000 Penalty: 4769.770020
	Iteration 17Q: 3 clusters Score -1920067 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1920156.750000 Penalty: 4769.770020
	Iteration 18Q: 3 clusters Score -1920157 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1920210.375000 Penalty: 4769.770020
	Iteration 19Q: 3 clusters Score -1920210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1920242.125000 Penalty: 4769.770020
	Iteration 20F: 3 clusters Score -1920242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1920254.125000 Penalty: 4769.770020
	Iteration 21Q: 3 clusters Score -1920254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1920271.750000 Penalty: 4769.770020
	Iteration 22Q: 3 clusters Score -1920272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1920276.750000 Penalty: 4769.770020
	Iteration 23Q: 3 clusters Score -1920277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1920278.875000 Penalty: 4769.770020
	Iteration 24Q: 3 clusters Score -1920279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1920289.000000 Penalty: 4769.770020
	Iteration 25Q: 3 clusters Score -1920289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1920292.250000 Penalty: 4769.770020
	Iteration 26Q: 3 clusters Score -1920292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1920293.750000 Penalty: 4769.770020
	Iteration 27Q: 3 clusters Score -1920294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1920297.500000 Penalty: 4769.770020
	Iteration 28Q: 3 clusters Score -1920298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1920299.750000 Penalty: 4769.770020
	Iteration 29Q: 3 clusters Score -1920300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1920296.750000 Penalty: 4769.770020
	Iteration 30Q: 3 clusters Score -1920297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1920299.750000 Penalty: 4769.770020
	Iteration 31Q: 3 clusters Score -1920300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1920300.000000 Penalty: 4769.770020
	Iteration 32Q: 3 clusters Score -1920300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1920299.875000 Penalty: 4769.770020
	Iteration 33Q: 3 clusters Score -1920300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1920301.000000 Penalty: 4769.770020
	Iteration 34Q: 3 clusters Score -1920301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1920301.000000 Penalty: 4769.770020
	Iteration 35F: 3 clusters Score -1920301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 8156 members 
Entering Unmasked Estep 
Score: -128925264.000000 Penalty: 102048.265625
Splitting cluster 7 changes total score from -128925688.000000 to -128925264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -96056.320312 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -96056.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94436.406250 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -94436.41 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95501.296875 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -95501.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96474.703125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -96474.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -97886.523438 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -97886.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -98768.843750 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -98768.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -98900.539062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -98900.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -98985.757812 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -98985.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -99091.734375 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -99091.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99157.648438 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -99157.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99157.648438 Penalty: 3312.457520
	Iteration 9F: 3 clusters Score -99157.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 222 members 
Entering Unmasked Estep 
Score: -128927168.000000 Penalty: 102048.265625
Splitting cluster 8 changes total score from -128925688.000000 to -128927168.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -1033435.875000 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -1033436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1027223.500000 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -1027224 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1028947.500000 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -1028948 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1029240.625000 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -1029241 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1029455.750000 Penalty: 4443.818359
	Iteration 3F: 3 clusters Score -1029456 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1029650.812500 Penalty: 4443.818359
	Iteration 4Q: 3 clusters Score -1029651 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1029841.250000 Penalty: 4443.818359
	Iteration 5Q: 3 clusters Score -1029841 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1030008.500000 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -1030008 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1030165.687500 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -1030166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1030321.562500 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -1030322 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1030476.062500 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -1030476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1030644.875000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -1030645 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1030800.375000 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -1030800 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1030933.062500 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -1030933 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1031058.562500 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -1031059 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1031183.250000 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -1031183 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1031278.125000 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -1031278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1031337.312500 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -1031337 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1031386.250000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -1031386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1031424.187500 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -1031424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1031454.937500 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -1031455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1031487.375000 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -1031487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1031511.000000 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -1031511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1031528.750000 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -1031529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1031544.375000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -1031544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1031561.687500 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -1031562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1031574.000000 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -1031574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1031583.312500 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -1031583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1031594.437500 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -1031594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1031602.312500 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -1031602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1031605.625000 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -1031606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1031616.812500 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -1031617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1031623.750000 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -1031624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1031628.750000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -1031629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1031631.625000 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -1031632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1031633.937500 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -1031634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1031634.750000 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -1031635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1031637.437500 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -1031637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1031641.750000 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -1031642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1031644.937500 Penalty: 4443.818359
	Iteration 38Q: 3 clusters Score -1031645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1031646.437500 Penalty: 4443.818359
	Iteration 39Q: 3 clusters Score -1031646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1031646.562500 Penalty: 4443.818359
	Iteration 40F: 3 clusters Score -1031647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Entering Unmasked Estep 
Score: -15211269.000000 Penalty: 2863.358154
	Iteration 0F: 2 clusters Score -1.521127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -15143012.000000 Penalty: 5726.716309
	Iteration 0F: 3 clusters Score -1.514301e+07 nChanged 48803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -15171638.000000 Penalty: 5726.716309
	Iteration 1F: 3 clusters Score -1.517164e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -15172537.000000 Penalty: 5726.716309
	Iteration 2Q: 3 clusters Score -1.517254e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -15173603.000000 Penalty: 5726.716309
	Iteration 3Q: 3 clusters Score -1.51736e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -15174738.000000 Penalty: 5726.716309
	Iteration 4Q: 3 clusters Score -1.517474e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -15175966.000000 Penalty: 5726.716309
	Iteration 5Q: 3 clusters Score -1.517597e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -15177466.000000 Penalty: 5726.716309
	Iteration 6Q: 3 clusters Score -1.517747e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -15179283.000000 Penalty: 5726.716309
	Iteration 7Q: 3 clusters Score -1.517928e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -15181681.000000 Penalty: 5726.716309
	Iteration 8Q: 3 clusters Score -1.518168e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -15184821.000000 Penalty: 5726.716309
	Iteration 9F: 3 clusters Score -1.518482e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -15188340.000000 Penalty: 5726.716309
	Iteration 10F: 3 clusters Score -1.518834e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -15191343.000000 Penalty: 5726.716309
	Iteration 11F: 3 clusters Score -1.519134e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -15193194.000000 Penalty: 5726.716309
	Iteration 12Q: 3 clusters Score -1.519319e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -15194050.000000 Penalty: 5726.716309
	Iteration 13Q: 3 clusters Score -1.519405e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -15194322.000000 Penalty: 5726.716309
	Iteration 14Q: 3 clusters Score -1.519432e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -15194536.000000 Penalty: 5726.716309
	Iteration 15Q: 3 clusters Score -1.519454e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -15194765.000000 Penalty: 5726.716309
	Iteration 16Q: 3 clusters Score -1.519476e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -15194931.000000 Penalty: 5726.716309
	Iteration 17Q: 3 clusters Score -1.519493e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -15195169.000000 Penalty: 5726.716309
	Iteration 18Q: 3 clusters Score -1.519517e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -15195450.000000 Penalty: 5726.716309
	Iteration 19Q: 3 clusters Score -1.519545e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -15195625.000000 Penalty: 5726.716309
	Iteration 20F: 3 clusters Score -1.519562e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -15195914.000000 Penalty: 5726.716309
	Iteration 21Q: 3 clusters Score -1.519591e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -15196162.000000 Penalty: 5726.716309
	Iteration 22Q: 3 clusters Score -1.519616e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -15196441.000000 Penalty: 5726.716309
	Iteration 23Q: 3 clusters Score -1.519644e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -15196763.000000 Penalty: 5726.716309
	Iteration 24Q: 3 clusters Score -1.519676e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -15197114.000000 Penalty: 5726.716309
	Iteration 25Q: 3 clusters Score -1.519711e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -15197410.000000 Penalty: 5726.716309
	Iteration 26Q: 3 clusters Score -1.519741e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -15197688.000000 Penalty: 5726.716309
	Iteration 27Q: 3 clusters Score -1.519769e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -15197948.000000 Penalty: 5726.716309
	Iteration 28Q: 3 clusters Score -1.519795e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -15198208.000000 Penalty: 5726.716309
	Iteration 29Q: 3 clusters Score -1.519821e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -15198447.000000 Penalty: 5726.716309
	Iteration 30Q: 3 clusters Score -1.519845e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -15198656.000000 Penalty: 5726.716309
	Iteration 31Q: 3 clusters Score -1.519866e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -15198943.000000 Penalty: 5726.716309
	Iteration 32Q: 3 clusters Score -1.519894e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -15199182.000000 Penalty: 5726.716309
	Iteration 33Q: 3 clusters Score -1.519918e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -15199403.000000 Penalty: 5726.716309
	Iteration 34Q: 3 clusters Score -1.51994e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -15199560.000000 Penalty: 5726.716309
	Iteration 35Q: 3 clusters Score -1.519956e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -15199700.000000 Penalty: 5726.716309
	Iteration 36Q: 3 clusters Score -1.51997e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -15199960.000000 Penalty: 5726.716309
	Iteration 37Q: 3 clusters Score -1.519996e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -15200268.000000 Penalty: 5726.716309
	Iteration 38Q: 3 clusters Score -1.520027e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -15200540.000000 Penalty: 5726.716309
	Iteration 39Q: 3 clusters Score -1.520054e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -15200750.000000 Penalty: 5726.716309
	Iteration 40F: 3 clusters Score -1.520075e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -15201040.000000 Penalty: 5726.716309
	Iteration 41Q: 3 clusters Score -1.520104e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -15201355.000000 Penalty: 5726.716309
	Iteration 42Q: 3 clusters Score -1.520136e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -15201755.000000 Penalty: 5726.716309
	Iteration 43Q: 3 clusters Score -1.520176e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -15202183.000000 Penalty: 5726.716309
	Iteration 44Q: 3 clusters Score -1.520218e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -15202548.000000 Penalty: 5726.716309
	Iteration 45Q: 3 clusters Score -1.520255e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -15202929.000000 Penalty: 5726.716309
	Iteration 46Q: 3 clusters Score -1.520293e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -15203389.000000 Penalty: 5726.716309
	Iteration 47Q: 3 clusters Score -1.520339e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -15203935.000000 Penalty: 5726.716309
	Iteration 48Q: 3 clusters Score -1.520394e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -15204414.000000 Penalty: 5726.716309
	Iteration 49Q: 3 clusters Score -1.520441e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -15205043.000000 Penalty: 5726.716309
	Iteration 50Q: 3 clusters Score -1.520504e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -15205636.000000 Penalty: 5726.716309
	Iteration 51Q: 3 clusters Score -1.520564e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -15206350.000000 Penalty: 5726.716309
	Iteration 52Q: 3 clusters Score -1.520635e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -15206976.000000 Penalty: 5726.716309
	Iteration 53Q: 3 clusters Score -1.520698e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -15207499.000000 Penalty: 5726.716309
	Iteration 54Q: 3 clusters Score -1.52075e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -15207976.000000 Penalty: 5726.716309
	Iteration 55Q: 3 clusters Score -1.520798e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -15208407.000000 Penalty: 5726.716309
	Iteration 56Q: 3 clusters Score -1.520841e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -15208894.000000 Penalty: 5726.716309
	Iteration 57Q: 3 clusters Score -1.520889e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -15209355.000000 Penalty: 5726.716309
	Iteration 58Q: 3 clusters Score -1.520936e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -15209681.000000 Penalty: 5726.716309
	Iteration 59Q: 3 clusters Score -1.520968e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -15210046.000000 Penalty: 5726.716309
	Iteration 60F: 3 clusters Score -1.521005e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -15210333.000000 Penalty: 5726.716309
	Iteration 61Q: 3 clusters Score -1.521033e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -15210548.000000 Penalty: 5726.716309
	Iteration 62Q: 3 clusters Score -1.521055e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -15210797.000000 Penalty: 5726.716309
	Iteration 63Q: 3 clusters Score -1.52108e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -15210946.000000 Penalty: 5726.716309
	Iteration 64Q: 3 clusters Score -1.521095e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -15211017.000000 Penalty: 5726.716309
	Iteration 65Q: 3 clusters Score -1.521102e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -15211045.000000 Penalty: 5726.716309
	Iteration 66Q: 3 clusters Score -1.521104e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -15211092.000000 Penalty: 5726.716309
	Iteration 67Q: 3 clusters Score -1.521109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -15211126.000000 Penalty: 5726.716309
	Iteration 68Q: 3 clusters Score -1.521113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -15211121.000000 Penalty: 5726.716309
	Iteration 69Q: 3 clusters Score -1.521112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -15211102.000000 Penalty: 5726.716309
	Iteration 70Q: 3 clusters Score -1.52111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -15211117.000000 Penalty: 5726.716309
	Iteration 71Q: 3 clusters Score -1.521112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -15211094.000000 Penalty: 5726.716309
	Iteration 72Q: 3 clusters Score -1.521109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -15211104.000000 Penalty: 5726.716309
	Iteration 73Q: 3 clusters Score -1.52111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -15211123.000000 Penalty: 5726.716309
	Iteration 74Q: 3 clusters Score -1.521112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -15211124.000000 Penalty: 5726.716309
	Iteration 75Q: 3 clusters Score -1.521112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -15211107.000000 Penalty: 5726.716309
	Iteration 76Q: 3 clusters Score -1.521111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -15211107.000000 Penalty: 5726.716309
	Iteration 77Q: 3 clusters Score -1.521111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -15211116.000000 Penalty: 5726.716309
	Iteration 78Q: 3 clusters Score -1.521112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -15211111.000000 Penalty: 5726.716309
	Iteration 79Q: 3 clusters Score -1.521111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -15211113.000000 Penalty: 5726.716309
	Iteration 80F: 3 clusters Score -1.521111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -15211117.000000 Penalty: 5726.716309
	Iteration 81Q: 3 clusters Score -1.521112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -15211117.000000 Penalty: 5726.716309
	Iteration 82F: 3 clusters Score -1.521112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Entering Unmasked Estep 
Score: -3236155.500000 Penalty: 2495.001953
	Iteration 0F: 2 clusters Score -3236156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3219833.000000 Penalty: 4990.003906
	Iteration 0F: 3 clusters Score -3219833 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3225488.750000 Penalty: 4990.003906
	Iteration 1F: 3 clusters Score -3225489 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3226017.750000 Penalty: 4990.003906
	Iteration 2F: 3 clusters Score -3226018 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3226461.000000 Penalty: 4990.003906
	Iteration 3Q: 3 clusters Score -3226461 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3226855.250000 Penalty: 4990.003906
	Iteration 4Q: 3 clusters Score -3226855 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3227228.000000 Penalty: 4990.003906
	Iteration 5Q: 3 clusters Score -3227228 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3227563.500000 Penalty: 4990.003906
	Iteration 6Q: 3 clusters Score -3227564 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3227870.250000 Penalty: 4990.003906
	Iteration 7Q: 3 clusters Score -3227870 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3228163.000000 Penalty: 4990.003906
	Iteration 8Q: 3 clusters Score -3228163 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3228413.250000 Penalty: 4990.003906
	Iteration 9Q: 3 clusters Score -3228413 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3228683.000000 Penalty: 4990.003906
	Iteration 10Q: 3 clusters Score -3228683 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3228985.000000 Penalty: 4990.003906
	Iteration 11Q: 3 clusters Score -3228985 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3229275.750000 Penalty: 4990.003906
	Iteration 12Q: 3 clusters Score -3229276 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3229663.250000 Penalty: 4990.003906
	Iteration 13Q: 3 clusters Score -3229663 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3230079.750000 Penalty: 4990.003906
	Iteration 14Q: 3 clusters Score -3230080 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3230566.000000 Penalty: 4990.003906
	Iteration 15Q: 3 clusters Score -3230566 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3231082.000000 Penalty: 4990.003906
	Iteration 16Q: 3 clusters Score -3231082 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3231596.250000 Penalty: 4990.003906
	Iteration 17Q: 3 clusters Score -3231596 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3232047.000000 Penalty: 4990.003906
	Iteration 18Q: 3 clusters Score -3232047 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3232399.250000 Penalty: 4990.003906
	Iteration 19Q: 3 clusters Score -3232399 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3232662.250000 Penalty: 4990.003906
	Iteration 20F: 3 clusters Score -3232662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3232854.250000 Penalty: 4990.003906
	Iteration 21Q: 3 clusters Score -3232854 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3233034.750000 Penalty: 4990.003906
	Iteration 22Q: 3 clusters Score -3233035 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3233169.500000 Penalty: 4990.003906
	Iteration 23Q: 3 clusters Score -3233170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3233268.250000 Penalty: 4990.003906
	Iteration 24Q: 3 clusters Score -3233268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3233364.500000 Penalty: 4990.003906
	Iteration 25Q: 3 clusters Score -3233364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3233431.750000 Penalty: 4990.003906
	Iteration 26Q: 3 clusters Score -3233432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3233496.250000 Penalty: 4990.003906
	Iteration 27Q: 3 clusters Score -3233496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3233574.750000 Penalty: 4990.003906
	Iteration 28Q: 3 clusters Score -3233575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3233632.750000 Penalty: 4990.003906
	Iteration 29Q: 3 clusters Score -3233633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3233691.250000 Penalty: 4990.003906
	Iteration 30Q: 3 clusters Score -3233691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3233720.500000 Penalty: 4990.003906
	Iteration 31Q: 3 clusters Score -3233720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3233741.250000 Penalty: 4990.003906
	Iteration 32Q: 3 clusters Score -3233741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3233762.500000 Penalty: 4990.003906
	Iteration 33Q: 3 clusters Score -3233762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3233783.500000 Penalty: 4990.003906
	Iteration 34Q: 3 clusters Score -3233784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3233807.250000 Penalty: 4990.003906
	Iteration 35Q: 3 clusters Score -3233807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3233830.500000 Penalty: 4990.003906
	Iteration 36Q: 3 clusters Score -3233830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3233853.000000 Penalty: 4990.003906
	Iteration 37Q: 3 clusters Score -3233853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3233876.750000 Penalty: 4990.003906
	Iteration 38Q: 3 clusters Score -3233877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3233892.500000 Penalty: 4990.003906
	Iteration 39Q: 3 clusters Score -3233892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3233905.250000 Penalty: 4990.003906
	Iteration 40F: 3 clusters Score -3233905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3233922.750000 Penalty: 4990.003906
	Iteration 41Q: 3 clusters Score -3233923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3233939.750000 Penalty: 4990.003906
	Iteration 42Q: 3 clusters Score -3233940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3233949.250000 Penalty: 4990.003906
	Iteration 43Q: 3 clusters Score -3233949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3233957.000000 Penalty: 4990.003906
	Iteration 44Q: 3 clusters Score -3233957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3233962.500000 Penalty: 4990.003906
	Iteration 45Q: 3 clusters Score -3233962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3233979.000000 Penalty: 4990.003906
	Iteration 46Q: 3 clusters Score -3233979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3233991.500000 Penalty: 4990.003906
	Iteration 47Q: 3 clusters Score -3233992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3234002.000000 Penalty: 4990.003906
	Iteration 48Q: 3 clusters Score -3234002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3234008.000000 Penalty: 4990.003906
	Iteration 49Q: 3 clusters Score -3234008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3234009.500000 Penalty: 4990.003906
	Iteration 50Q: 3 clusters Score -3234010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3234019.500000 Penalty: 4990.003906
	Iteration 51Q: 3 clusters Score -3234020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3234023.750000 Penalty: 4990.003906
	Iteration 52Q: 3 clusters Score -3234024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3234024.000000 Penalty: 4990.003906
	Iteration 53Q: 3 clusters Score -3234024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3234025.750000 Penalty: 4990.003906
	Iteration 54Q: 3 clusters Score -3234026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3234025.750000 Penalty: 4990.003906
	Iteration 55F: 3 clusters Score -3234026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1266688.000000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1266688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1259512.500000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1259512 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1261491.625000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1261492 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1261771.125000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1261771 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1261976.750000 Penalty: 4535.788086
	Iteration 3Q: 3 clusters Score -1261977 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1262106.125000 Penalty: 4535.788086
	Iteration 4Q: 3 clusters Score -1262106 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1262231.125000 Penalty: 4535.788086
	Iteration 5Q: 3 clusters Score -1262231 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1262330.125000 Penalty: 4535.788086
	Iteration 6Q: 3 clusters Score -1262330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1262439.250000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1262439 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1262542.375000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1262542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1262633.125000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1262633 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1262708.750000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1262709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1262783.500000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1262784 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1262870.875000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1262871 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1262982.500000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1262982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1263113.500000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1263114 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1263253.000000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1263253 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1263404.125000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1263404 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1263555.000000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1263555 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1263707.875000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1263708 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1263861.125000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1263861 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1264013.500000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1264014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1264164.375000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1264164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1264299.625000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1264300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1264412.125000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1264412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1264524.750000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1264525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1264611.500000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1264612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1264672.250000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1264672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1264724.250000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1264724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1264760.125000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1264760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1264791.875000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1264792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1264815.375000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1264815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1264823.000000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1264823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1264835.625000 Penalty: 4535.788086
	Iteration 32Q: 3 clusters Score -1264836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1264843.625000 Penalty: 4535.788086
	Iteration 33Q: 3 clusters Score -1264844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1264846.875000 Penalty: 4535.788086
	Iteration 34Q: 3 clusters Score -1264847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1264850.125000 Penalty: 4535.788086
	Iteration 35Q: 3 clusters Score -1264850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1264853.125000 Penalty: 4535.788086
	Iteration 36Q: 3 clusters Score -1264853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1264857.375000 Penalty: 4535.788086
	Iteration 37Q: 3 clusters Score -1264857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1264862.500000 Penalty: 4535.788086
	Iteration 38Q: 3 clusters Score -1264862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1264866.125000 Penalty: 4535.788086
	Iteration 39Q: 3 clusters Score -1264866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1264869.250000 Penalty: 4535.788086
	Iteration 40F: 3 clusters Score -1264869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1264874.125000 Penalty: 4535.788086
	Iteration 41Q: 3 clusters Score -1264874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1264879.625000 Penalty: 4535.788086
	Iteration 42Q: 3 clusters Score -1264880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1264881.875000 Penalty: 4535.788086
	Iteration 43Q: 3 clusters Score -1264882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1264881.875000 Penalty: 4535.788086
	Iteration 44F: 3 clusters Score -1264882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -80997.195312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -80997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79401.359375 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -79401.36 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79617.765625 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -79617.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79693.312500 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -79693.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79775.218750 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -79775.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79877.812500 Penalty: 3179.446777
	Iteration 4F: 3 clusters Score -79877.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79936.781250 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -79936.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79995.617188 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -79995.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80024.937500 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -80024.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80067.234375 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -80067.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80118.812500 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -80118.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80171.984375 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -80171.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80235.085938 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -80235.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80294.242188 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -80294.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80397.500000 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -80397.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80492.406250 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -80492.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80604.125000 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -80604.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80649.632812 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -80649.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80698.210938 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -80698.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80722.484375 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -80722.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80750.742188 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -80750.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80783.195312 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -80783.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80836.695312 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -80836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80897.195312 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -80897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80950.812500 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -80950.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80963.531250 Penalty: 3179.446777
	Iteration 24Q: 3 clusters Score -80963.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80974.195312 Penalty: 3179.446777
	Iteration 25Q: 3 clusters Score -80974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81006.906250 Penalty: 3179.446777
	Iteration 26Q: 3 clusters Score -81006.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81049.343750 Penalty: 3179.446777
	Iteration 27Q: 3 clusters Score -81049.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81199.789062 Penalty: 3179.446777
	Iteration 28Q: 3 clusters Score -81199.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81199.789062 Penalty: 3179.446777
	Iteration 29F: 3 clusters Score -81199.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 222 members 
Mstep: Class 31 contains 351 members 
Entering Unmasked Estep 
Score: -128925376.000000 Penalty: 105449.875000
Splitting cluster 13 changes total score from -128925688.000000 to -128925376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (34049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Entering Unmasked Estep 
Score: -5032988.500000 Penalty: 2588.018066
	Iteration 0F: 2 clusters Score -5032988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -5009774.500000 Penalty: 5176.036133
	Iteration 0F: 3 clusters Score -5009774 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5018053.000000 Penalty: 5176.036133
	Iteration 1F: 3 clusters Score -5018053 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5018524.500000 Penalty: 5176.036133
	Iteration 2Q: 3 clusters Score -5018524 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5018907.000000 Penalty: 5176.036133
	Iteration 3Q: 3 clusters Score -5018907 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5019303.000000 Penalty: 5176.036133
	Iteration 4Q: 3 clusters Score -5019303 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5019728.000000 Penalty: 5176.036133
	Iteration 5Q: 3 clusters Score -5019728 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5020198.000000 Penalty: 5176.036133
	Iteration 6Q: 3 clusters Score -5020198 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5020766.000000 Penalty: 5176.036133
	Iteration 7Q: 3 clusters Score -5020766 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5021461.500000 Penalty: 5176.036133
	Iteration 8Q: 3 clusters Score -5021462 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5022329.500000 Penalty: 5176.036133
	Iteration 9Q: 3 clusters Score -5022330 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5023372.500000 Penalty: 5176.036133
	Iteration 10F: 3 clusters Score -5023372 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5024703.500000 Penalty: 5176.036133
	Iteration 11F: 3 clusters Score -5024704 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -5026112.500000 Penalty: 5176.036133
	Iteration 12F: 3 clusters Score -5026112 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5027184.500000 Penalty: 5176.036133
	Iteration 13F: 3 clusters Score -5027184 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5027749.500000 Penalty: 5176.036133
	Iteration 14Q: 3 clusters Score -5027750 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5028025.000000 Penalty: 5176.036133
	Iteration 15Q: 3 clusters Score -5028025 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5028187.500000 Penalty: 5176.036133
	Iteration 16Q: 3 clusters Score -5028188 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5028339.000000 Penalty: 5176.036133
	Iteration 17Q: 3 clusters Score -5028339 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5028515.500000 Penalty: 5176.036133
	Iteration 18Q: 3 clusters Score -5028516 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5028607.500000 Penalty: 5176.036133
	Iteration 19Q: 3 clusters Score -5028608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -5028692.500000 Penalty: 5176.036133
	Iteration 20F: 3 clusters Score -5028692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5028781.500000 Penalty: 5176.036133
	Iteration 21Q: 3 clusters Score -5028782 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -5028844.000000 Penalty: 5176.036133
	Iteration 22Q: 3 clusters Score -5028844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5028880.500000 Penalty: 5176.036133
	Iteration 23Q: 3 clusters Score -5028880 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5028922.500000 Penalty: 5176.036133
	Iteration 24Q: 3 clusters Score -5028922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5028967.000000 Penalty: 5176.036133
	Iteration 25Q: 3 clusters Score -5028967 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5028989.000000 Penalty: 5176.036133
	Iteration 26Q: 3 clusters Score -5028989 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -5029041.000000 Penalty: 5176.036133
	Iteration 27Q: 3 clusters Score -5029041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5029080.500000 Penalty: 5176.036133
	Iteration 28Q: 3 clusters Score -5029080 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5029119.000000 Penalty: 5176.036133
	Iteration 29Q: 3 clusters Score -5029119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5029164.000000 Penalty: 5176.036133
	Iteration 30Q: 3 clusters Score -5029164 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5029205.500000 Penalty: 5176.036133
	Iteration 31Q: 3 clusters Score -5029206 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5029246.500000 Penalty: 5176.036133
	Iteration 32Q: 3 clusters Score -5029246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -5029290.500000 Penalty: 5176.036133
	Iteration 33Q: 3 clusters Score -5029290 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5029343.500000 Penalty: 5176.036133
	Iteration 34Q: 3 clusters Score -5029344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -5029375.000000 Penalty: 5176.036133
	Iteration 35Q: 3 clusters Score -5029375 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5029445 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5029477 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5029545 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5029643.000000 Penalty: 5176.036133
	Iteration 39Q: 3 clusters Score -5029643 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5029736.500000 Penalty: 5176.036133
	Iteration 40F: 3 clusters Score -5029736 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5029807.500000 Penalty: 5176.036133
	Iteration 41Q: 3 clusters Score -5029808 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5029860.500000 Penalty: 5176.036133
	Iteration 42Q: 3 clusters Score -5029860 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5029913.000000 Penalty: 5176.036133
	Iteration 43Q: 3 clusters Score -5029913 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5029998 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5030074.500000 Penalty: 5176.036133
	Iteration 45Q: 3 clusters Score -5030074 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5030124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5030148 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5030186 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5030232.500000 Penalty: 5176.036133
	Iteration 49Q: 3 clusters Score -5030232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5030270.500000 Penalty: 5176.036133
	Iteration 50Q: 3 clusters Score -5030270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5030314.000000 Penalty: 5176.036133
	Iteration 51Q: 3 clusters Score -5030314 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -5030348.000000 Penalty: 5176.036133
	Iteration 52Q: 3 clusters Score -5030348 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5030394.500000 Penalty: 5176.036133
	Iteration 53Q: 3 clusters Score -5030394 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5030438 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5030475.500000 Penalty: 5176.036133
	Iteration 55Q: 3 clusters Score -5030476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5030505.500000 Penalty: 5176.036133
	Iteration 56Q: 3 clusters Score -5030506 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5030529.500000 Penalty: 5176.036133
	Iteration 57Q: 3 clusters Score -5030530 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5030562.500000 Penalty: 5176.036133
	Iteration 58Q: 3 clusters Score -5030562 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5030565.000000 Penalty: 5176.036133
	Iteration 59Q: 3 clusters Score -5030565 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5030586.000000 Penalty: 5176.036133
	Iteration 60F: 3 clusters Score -5030586 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5030604.500000 Penalty: 5176.036133
	Iteration 61Q: 3 clusters Score -5030604 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5030621.500000 Penalty: 5176.036133
	Iteration 62Q: 3 clusters Score -5030622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5030637.500000 Penalty: 5176.036133
	Iteration 63Q: 3 clusters Score -5030638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5030653.500000 Penalty: 5176.036133
	Iteration 64Q: 3 clusters Score -5030654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5030663.000000 Penalty: 5176.036133
	Iteration 65Q: 3 clusters Score -5030663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5030690.000000 Penalty: 5176.036133
	Iteration 66Q: 3 clusters Score -5030690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5030689.500000 Penalty: 5176.036133
	Iteration 67Q: 3 clusters Score -5030690 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5030695.500000 Penalty: 5176.036133
	Iteration 68Q: 3 clusters Score -5030696 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5030696.000000 Penalty: 5176.036133
	Iteration 69Q: 3 clusters Score -5030696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5030706.000000 Penalty: 5176.036133
	Iteration 70Q: 3 clusters Score -5030706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5030715.500000 Penalty: 5176.036133
	Iteration 71Q: 3 clusters Score -5030716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5030724.000000 Penalty: 5176.036133
	Iteration 72Q: 3 clusters Score -5030724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5030724.500000 Penalty: 5176.036133
	Iteration 73Q: 3 clusters Score -5030724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5030729.000000 Penalty: 5176.036133
	Iteration 74Q: 3 clusters Score -5030729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5030737.000000 Penalty: 5176.036133
	Iteration 75Q: 3 clusters Score -5030737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5030744.500000 Penalty: 5176.036133
	Iteration 76Q: 3 clusters Score -5030744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5030743.000000 Penalty: 5176.036133
	Iteration 77Q: 3 clusters Score -5030743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5030750.000000 Penalty: 5176.036133
	Iteration 78Q: 3 clusters Score -5030750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5030757.000000 Penalty: 5176.036133
	Iteration 79Q: 3 clusters Score -5030757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5030750.000000 Penalty: 5176.036133
	Iteration 80F: 3 clusters Score -5030750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5030765.000000 Penalty: 5176.036133
	Iteration 81Q: 3 clusters Score -5030765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5030772.500000 Penalty: 5176.036133
	Iteration 82Q: 3 clusters Score -5030772 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5030793.000000 Penalty: 5176.036133
	Iteration 83Q: 3 clusters Score -5030793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5030798.000000 Penalty: 5176.036133
	Iteration 84Q: 3 clusters Score -5030798 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5030804.000000 Penalty: 5176.036133
	Iteration 85Q: 3 clusters Score -5030804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5030803.500000 Penalty: 5176.036133
	Iteration 86Q: 3 clusters Score -5030804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5030802.500000 Penalty: 5176.036133
	Iteration 87Q: 3 clusters Score -5030802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5030809.500000 Penalty: 5176.036133
	Iteration 88Q: 3 clusters Score -5030810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5030814.500000 Penalty: 5176.036133
	Iteration 89Q: 3 clusters Score -5030814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5030819.500000 Penalty: 5176.036133
	Iteration 90Q: 3 clusters Score -5030820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5030833.500000 Penalty: 5176.036133
	Iteration 91Q: 3 clusters Score -5030834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5030855.000000 Penalty: 5176.036133
	Iteration 92Q: 3 clusters Score -5030855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5030870.500000 Penalty: 5176.036133
	Iteration 93Q: 3 clusters Score -5030870 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5030875.500000 Penalty: 5176.036133
	Iteration 94Q: 3 clusters Score -5030876 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5030879.500000 Penalty: 5176.036133
	Iteration 95Q: 3 clusters Score -5030880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5030892.500000 Penalty: 5176.036133
	Iteration 96Q: 3 clusters Score -5030892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5030897.500000 Penalty: 5176.036133
	Iteration 97Q: 3 clusters Score -5030898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5030902.000000 Penalty: 5176.036133
	Iteration 98Q: 3 clusters Score -5030902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5030910.000000 Penalty: 5176.036133
	Iteration 99Q: 3 clusters Score -5030910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5030917.500000 Penalty: 5176.036133
	Iteration 100F: 3 clusters Score -5030918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5030920.000000 Penalty: 5176.036133
	Iteration 101Q: 3 clusters Score -5030920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5030917.000000 Penalty: 5176.036133
	Iteration 102Q: 3 clusters Score -5030917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5030923.500000 Penalty: 5176.036133
	Iteration 103Q: 3 clusters Score -5030924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5030925.500000 Penalty: 5176.036133
	Iteration 104Q: 3 clusters Score -5030926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5030935.500000 Penalty: 5176.036133
	Iteration 105Q: 3 clusters Score -5030936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5030938.000000 Penalty: 5176.036133
	Iteration 106Q: 3 clusters Score -5030938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5030937.500000 Penalty: 5176.036133
	Iteration 107Q: 3 clusters Score -5030938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5030941.000000 Penalty: 5176.036133
	Iteration 108Q: 3 clusters Score -5030941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5030938.000000 Penalty: 5176.036133
	Iteration 109Q: 3 clusters Score -5030938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5030930.000000 Penalty: 5176.036133
	Iteration 110Q: 3 clusters Score -5030930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5030945.000000 Penalty: 5176.036133
	Iteration 111Q: 3 clusters Score -5030945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5030955.000000 Penalty: 5176.036133
	Iteration 112Q: 3 clusters Score -5030955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5030953.000000 Penalty: 5176.036133
	Iteration 113Q: 3 clusters Score -5030953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5030950.500000 Penalty: 5176.036133
	Iteration 114Q: 3 clusters Score -5030950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5030962.000000 Penalty: 5176.036133
	Iteration 115Q: 3 clusters Score -5030962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5030960.500000 Penalty: 5176.036133
	Iteration 116Q: 3 clusters Score -5030960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5030963.000000 Penalty: 5176.036133
	Iteration 117Q: 3 clusters Score -5030963 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5030962.000000 Penalty: 5176.036133
	Iteration 118Q: 3 clusters Score -5030962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5030961.000000 Penalty: 5176.036133
	Iteration 119Q: 3 clusters Score -5030961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5030972.500000 Penalty: 5176.036133
	Iteration 120F: 3 clusters Score -5030972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5030969.500000 Penalty: 5176.036133
	Iteration 121Q: 3 clusters Score -5030970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5030971.000000 Penalty: 5176.036133
	Iteration 122Q: 3 clusters Score -5030971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5030966.000000 Penalty: 5176.036133
	Iteration 123Q: 3 clusters Score -5030966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5030971.500000 Penalty: 5176.036133
	Iteration 124Q: 3 clusters Score -5030972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5030968.500000 Penalty: 5176.036133
	Iteration 125Q: 3 clusters Score -5030968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5030971.500000 Penalty: 5176.036133
	Iteration 126Q: 3 clusters Score -5030972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5030966.000000 Penalty: 5176.036133
	Iteration 127Q: 3 clusters Score -5030966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5030976.000000 Penalty: 5176.036133
	Iteration 128Q: 3 clusters Score -5030976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5030974.500000 Penalty: 5176.036133
	Iteration 129Q: 3 clusters Score -5030974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5030972.000000 Penalty: 5176.036133
	Iteration 130Q: 3 clusters Score -5030972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5030976.500000 Penalty: 5176.036133
	Iteration 131Q: 3 clusters Score -5030976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5030976.000000 Penalty: 5176.036133
	Iteration 132Q: 3 clusters Score -5030976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5030978.500000 Penalty: 5176.036133
	Iteration 133Q: 3 clusters Score -5030978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5030990.500000 Penalty: 5176.036133
	Iteration 134Q: 3 clusters Score -5030990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5030992.000000 Penalty: 5176.036133
	Iteration 135Q: 3 clusters Score -5030992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5030989.500000 Penalty: 5176.036133
	Iteration 136Q: 3 clusters Score -5030990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5030988.000000 Penalty: 5176.036133
	Iteration 137Q: 3 clusters Score -5030988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5030990.500000 Penalty: 5176.036133
	Iteration 138Q: 3 clusters Score -5030990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5030995.500000 Penalty: 5176.036133
	Iteration 139Q: 3 clusters Score -5030996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5030998.000000 Penalty: 5176.036133
	Iteration 140F: 3 clusters Score -5030998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5030998.500000 Penalty: 5176.036133
	Iteration 141Q: 3 clusters Score -5030998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5030999.000000 Penalty: 5176.036133
	Iteration 142Q: 3 clusters Score -5030999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5030997.000000 Penalty: 5176.036133
	Iteration 143Q: 3 clusters Score -5030997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5031000.000000 Penalty: 5176.036133
	Iteration 144Q: 3 clusters Score -5031000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5030998.500000 Penalty: 5176.036133
	Iteration 145Q: 3 clusters Score -5030998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5031001.500000 Penalty: 5176.036133
	Iteration 146Q: 3 clusters Score -5031002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5031001.000000 Penalty: 5176.036133
	Iteration 147Q: 3 clusters Score -5031001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5030997.500000 Penalty: 5176.036133
	Iteration 148Q: 3 clusters Score -5030998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5030996.500000 Penalty: 5176.036133
	Iteration 149Q: 3 clusters Score -5030996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5031001.000000 Penalty: 5176.036133
	Iteration 150Q: 3 clusters Score -5031001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5030998.000000 Penalty: 5176.036133
	Iteration 151Q: 3 clusters Score -5030998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5030997.000000 Penalty: 5176.036133
	Iteration 152Q: 3 clusters Score -5030997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5030999.500000 Penalty: 5176.036133
	Iteration 153Q: 3 clusters Score -5031000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5031000.000000 Penalty: 5176.036133
	Iteration 154Q: 3 clusters Score -5031000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5030999.500000 Penalty: 5176.036133
	Iteration 155Q: 3 clusters Score -5031000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5031010.000000 Penalty: 5176.036133
	Iteration 156Q: 3 clusters Score -5031010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5031008.500000 Penalty: 5176.036133
	Iteration 157Q: 3 clusters Score -5031008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5031010.500000 Penalty: 5176.036133
	Iteration 158Q: 3 clusters Score -5031010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5031007.500000 Penalty: 5176.036133
	Iteration 159Q: 3 clusters Score -5031008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5031008.500000 Penalty: 5176.036133
	Iteration 160F: 3 clusters Score -5031008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5031013.500000 Penalty: 5176.036133
	Iteration 161Q: 3 clusters Score -5031014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5031012.500000 Penalty: 5176.036133
	Iteration 162Q: 3 clusters Score -5031012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5031018.000000 Penalty: 5176.036133
	Iteration 163Q: 3 clusters Score -5031018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5031015.000000 Penalty: 5176.036133
	Iteration 164Q: 3 clusters Score -5031015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5031013.000000 Penalty: 5176.036133
	Iteration 165Q: 3 clusters Score -5031013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5031012.500000 Penalty: 5176.036133
	Iteration 166Q: 3 clusters Score -5031012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5031023.500000 Penalty: 5176.036133
	Iteration 167Q: 3 clusters Score -5031024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5031017.500000 Penalty: 5176.036133
	Iteration 168Q: 3 clusters Score -5031018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5031020.500000 Penalty: 5176.036133
	Iteration 169Q: 3 clusters Score -5031020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5031020.500000 Penalty: 5176.036133
	Iteration 170F: 3 clusters Score -5031020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (121059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121059 members 
Entering Unmasked Estep 
Score: -17795802.000000 Penalty: 2902.600098
	Iteration 0F: 2 clusters Score -1.77958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -17717640.000000 Penalty: 5805.200195
	Iteration 0F: 3 clusters Score -1.771764e+07 nChanged 57523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -17751332.000000 Penalty: 5805.200195
	Iteration 1F: 3 clusters Score -1.775133e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -17752780.000000 Penalty: 5805.200195
	Iteration 2Q: 3 clusters Score -1.775278e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -17755092.000000 Penalty: 5805.200195
	Iteration 3Q: 3 clusters Score -1.775509e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -17759052.000000 Penalty: 5805.200195
	Iteration 4F: 3 clusters Score -1.775905e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -17765250.000000 Penalty: 5805.200195
	Iteration 5F: 3 clusters Score -1.776525e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -17773632.000000 Penalty: 5805.200195
	Iteration 6F: 3 clusters Score -1.777363e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -17782170.000000 Penalty: 5805.200195
	Iteration 7F: 3 clusters Score -1.778217e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -17788094.000000 Penalty: 5805.200195
	Iteration 8F: 3 clusters Score -1.778809e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -17791092.000000 Penalty: 5805.200195
	Iteration 9Q: 3 clusters Score -1.779109e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -17792412.000000 Penalty: 5805.200195
	Iteration 10Q: 3 clusters Score -1.779241e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -17793026.000000 Penalty: 5805.200195
	Iteration 11Q: 3 clusters Score -1.779303e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -17793382.000000 Penalty: 5805.200195
	Iteration 12Q: 3 clusters Score -1.779338e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -17793596.000000 Penalty: 5805.200195
	Iteration 13Q: 3 clusters Score -1.77936e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -17793752.000000 Penalty: 5805.200195
	Iteration 14Q: 3 clusters Score -1.779375e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -17793846.000000 Penalty: 5805.200195
	Iteration 15Q: 3 clusters Score -1.779385e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -17793884.000000 Penalty: 5805.200195
	Iteration 16Q: 3 clusters Score -1.779388e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 120097 members 
Entering Unmasked Estep 
Score: -17793926.000000 Penalty: 5805.200195
	Iteration 17Q: 3 clusters Score -1.779393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -17793962.000000 Penalty: 5805.200195
	Iteration 18Q: 3 clusters Score -1.779396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -17793954.000000 Penalty: 5805.200195
	Iteration 19Q: 3 clusters Score -1.779395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -17793996.000000 Penalty: 5805.200195
	Iteration 20F: 3 clusters Score -1.7794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -17794006.000000 Penalty: 5805.200195
	Iteration 21Q: 3 clusters Score -1.779401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 120098 members 
Entering Unmasked Estep 
Score: -17794038.000000 Penalty: 5805.200195
	Iteration 22Q: 3 clusters Score -1.779404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -17794030.000000 Penalty: 5805.200195
	Iteration 23Q: 3 clusters Score -1.779403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -17794062.000000 Penalty: 5805.200195
	Iteration 24Q: 3 clusters Score -1.779406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -17794078.000000 Penalty: 5805.200195
	Iteration 25Q: 3 clusters Score -1.779408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -17794096.000000 Penalty: 5805.200195
	Iteration 26Q: 3 clusters Score -1.77941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -17794086.000000 Penalty: 5805.200195
	Iteration 27Q: 3 clusters Score -1.779409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -17794106.000000 Penalty: 5805.200195
	Iteration 28Q: 3 clusters Score -1.779411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -17794102.000000 Penalty: 5805.200195
	Iteration 29Q: 3 clusters Score -1.77941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -17794126.000000 Penalty: 5805.200195
	Iteration 30Q: 3 clusters Score -1.779413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -17794118.000000 Penalty: 5805.200195
	Iteration 31Q: 3 clusters Score -1.779412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -17794116.000000 Penalty: 5805.200195
	Iteration 32Q: 3 clusters Score -1.779412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -17794116.000000 Penalty: 5805.200195
	Iteration 33Q: 3 clusters Score -1.779412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -17794116.000000 Penalty: 5805.200195
	Iteration 34F: 3 clusters Score -1.779412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Entering Unmasked Estep 
Score: -4802589.000000 Penalty: 2589.173340
	Iteration 0F: 2 clusters Score -4802589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4779291.000000 Penalty: 5178.346680
	Iteration 0F: 3 clusters Score -4779291 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4787880.000000 Penalty: 5178.346680
	Iteration 1F: 3 clusters Score -4787880 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4788706.500000 Penalty: 5178.346680
	Iteration 2F: 3 clusters Score -4788706 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4789763.500000 Penalty: 5178.346680
	Iteration 3F: 3 clusters Score -4789764 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4791254.000000 Penalty: 5178.346680
	Iteration 4F: 3 clusters Score -4791254 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4792959.500000 Penalty: 5178.346680
	Iteration 5F: 3 clusters Score -4792960 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4794447.000000 Penalty: 5178.346680
	Iteration 6F: 3 clusters Score -4794447 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4795469.000000 Penalty: 5178.346680
	Iteration 7F: 3 clusters Score -4795469 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -4796077.000000 Penalty: 5178.346680
	Iteration 8Q: 3 clusters Score -4796077 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4796516.000000 Penalty: 5178.346680
	Iteration 9Q: 3 clusters Score -4796516 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4796838.500000 Penalty: 5178.346680
	Iteration 10Q: 3 clusters Score -4796838 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4797106.000000 Penalty: 5178.346680
	Iteration 11Q: 3 clusters Score -4797106 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4797376.500000 Penalty: 5178.346680
	Iteration 12Q: 3 clusters Score -4797376 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -4797732.500000 Penalty: 5178.346680
	Iteration 13Q: 3 clusters Score -4797732 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -4798188.000000 Penalty: 5178.346680
	Iteration 14Q: 3 clusters Score -4798188 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4798698.500000 Penalty: 5178.346680
	Iteration 15Q: 3 clusters Score -4798698 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4799188.500000 Penalty: 5178.346680
	Iteration 16Q: 3 clusters Score -4799188 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4799594.500000 Penalty: 5178.346680
	Iteration 17Q: 3 clusters Score -4799594 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4799992.500000 Penalty: 5178.346680
	Iteration 18Q: 3 clusters Score -4799992 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4800280.500000 Penalty: 5178.346680
	Iteration 19Q: 3 clusters Score -4800280 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4800525.500000 Penalty: 5178.346680
	Iteration 20F: 3 clusters Score -4800526 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4800710.000000 Penalty: 5178.346680
	Iteration 21Q: 3 clusters Score -4800710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4800803.500000 Penalty: 5178.346680
	Iteration 22Q: 3 clusters Score -4800804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4800877.000000 Penalty: 5178.346680
	Iteration 23Q: 3 clusters Score -4800877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4800973.500000 Penalty: 5178.346680
	Iteration 24Q: 3 clusters Score -4800974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4801060.500000 Penalty: 5178.346680
	Iteration 25Q: 3 clusters Score -4801060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4801133.500000 Penalty: 5178.346680
	Iteration 26Q: 3 clusters Score -4801134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4801185.500000 Penalty: 5178.346680
	Iteration 27Q: 3 clusters Score -4801186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4801242.500000 Penalty: 5178.346680
	Iteration 28Q: 3 clusters Score -4801242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4801304.000000 Penalty: 5178.346680
	Iteration 29Q: 3 clusters Score -4801304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4801344.000000 Penalty: 5178.346680
	Iteration 30Q: 3 clusters Score -4801344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4801414.500000 Penalty: 5178.346680
	Iteration 31Q: 3 clusters Score -4801414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4801527.000000 Penalty: 5178.346680
	Iteration 32Q: 3 clusters Score -4801527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4801580.500000 Penalty: 5178.346680
	Iteration 33Q: 3 clusters Score -4801580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4801610.000000 Penalty: 5178.346680
	Iteration 34Q: 3 clusters Score -4801610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4801627.000000 Penalty: 5178.346680
	Iteration 35Q: 3 clusters Score -4801627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4801641.500000 Penalty: 5178.346680
	Iteration 36Q: 3 clusters Score -4801642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4801659.000000 Penalty: 5178.346680
	Iteration 37Q: 3 clusters Score -4801659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4801665.500000 Penalty: 5178.346680
	Iteration 38Q: 3 clusters Score -4801666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4801669.000000 Penalty: 5178.346680
	Iteration 39Q: 3 clusters Score -4801669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4801669.000000 Penalty: 5178.346680
	Iteration 40F: 3 clusters Score -4801669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4801670.000000 Penalty: 5178.346680
	Iteration 41Q: 3 clusters Score -4801670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4801669.000000 Penalty: 5178.346680
	Iteration 42Q: 3 clusters Score -4801669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4801675.500000 Penalty: 5178.346680
	Iteration 43Q: 3 clusters Score -4801676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4801678.000000 Penalty: 5178.346680
	Iteration 44Q: 3 clusters Score -4801678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4801685.000000 Penalty: 5178.346680
	Iteration 45Q: 3 clusters Score -4801685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4801684.500000 Penalty: 5178.346680
	Iteration 46Q: 3 clusters Score -4801684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4801693.500000 Penalty: 5178.346680
	Iteration 47Q: 3 clusters Score -4801694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4801701.000000 Penalty: 5178.346680
	Iteration 48Q: 3 clusters Score -4801701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4801696.000000 Penalty: 5178.346680
	Iteration 49Q: 3 clusters Score -4801696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4801699.500000 Penalty: 5178.346680
	Iteration 50Q: 3 clusters Score -4801700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4801702.500000 Penalty: 5178.346680
	Iteration 51Q: 3 clusters Score -4801702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4801702.500000 Penalty: 5178.346680
	Iteration 52F: 3 clusters Score -4801702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Entering Unmasked Estep 
Score: -6613904.500000 Penalty: 2662.351318
	Iteration 0F: 2 clusters Score -6613904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6583001.000000 Penalty: 5324.702637
	Iteration 0F: 3 clusters Score -6583001 nChanged 20983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -6594541.000000 Penalty: 5324.702637
	Iteration 1F: 3 clusters Score -6594541 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -6595155.500000 Penalty: 5324.702637
	Iteration 2Q: 3 clusters Score -6595156 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6595825.500000 Penalty: 5324.702637
	Iteration 3Q: 3 clusters Score -6595826 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6596642.500000 Penalty: 5324.702637
	Iteration 4Q: 3 clusters Score -6596642 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -6597735.500000 Penalty: 5324.702637
	Iteration 5F: 3 clusters Score -6597736 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6599131.000000 Penalty: 5324.702637
	Iteration 6F: 3 clusters Score -6599131 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6600565.000000 Penalty: 5324.702637
	Iteration 7F: 3 clusters Score -6600565 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -6601911.000000 Penalty: 5324.702637
	Iteration 8F: 3 clusters Score -6601911 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -6603050.500000 Penalty: 5324.702637
	Iteration 9F: 3 clusters Score -6603050 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6604041.500000 Penalty: 5324.702637
	Iteration 10Q: 3 clusters Score -6604042 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -6604788.000000 Penalty: 5324.702637
	Iteration 11Q: 3 clusters Score -6604788 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6605467.000000 Penalty: 5324.702637
	Iteration 12Q: 3 clusters Score -6605467 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -6606146.500000 Penalty: 5324.702637
	Iteration 13Q: 3 clusters Score -6606146 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -6606811.500000 Penalty: 5324.702637
	Iteration 14Q: 3 clusters Score -6606812 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -6607553.500000 Penalty: 5324.702637
	Iteration 15Q: 3 clusters Score -6607554 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6608199.000000 Penalty: 5324.702637
	Iteration 16Q: 3 clusters Score -6608199 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6608812.000000 Penalty: 5324.702637
	Iteration 17Q: 3 clusters Score -6608812 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -6609416.000000 Penalty: 5324.702637
	Iteration 18Q: 3 clusters Score -6609416 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -6609958.500000 Penalty: 5324.702637
	Iteration 19Q: 3 clusters Score -6609958 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6610465.000000 Penalty: 5324.702637
	Iteration 20F: 3 clusters Score -6610465 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6610803.000000 Penalty: 5324.702637
	Iteration 21Q: 3 clusters Score -6610803 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -6611027.000000 Penalty: 5324.702637
	Iteration 22Q: 3 clusters Score -6611027 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6611188.000000 Penalty: 5324.702637
	Iteration 23Q: 3 clusters Score -6611188 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6611293.000000 Penalty: 5324.702637
	Iteration 24Q: 3 clusters Score -6611293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -6611379.500000 Penalty: 5324.702637
	Iteration 25Q: 3 clusters Score -6611380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -6611425.000000 Penalty: 5324.702637
	Iteration 26Q: 3 clusters Score -6611425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -6611465.000000 Penalty: 5324.702637
	Iteration 27Q: 3 clusters Score -6611465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -6611489.500000 Penalty: 5324.702637
	Iteration 28Q: 3 clusters Score -6611490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6611495.000000 Penalty: 5324.702637
	Iteration 29Q: 3 clusters Score -6611495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6611503.000000 Penalty: 5324.702637
	Iteration 30Q: 3 clusters Score -6611503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6611511.500000 Penalty: 5324.702637
	Iteration 31Q: 3 clusters Score -6611512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -6611534.000000 Penalty: 5324.702637
	Iteration 32Q: 3 clusters Score -6611534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -6611534.500000 Penalty: 5324.702637
	Iteration 33Q: 3 clusters Score -6611534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6611545.000000 Penalty: 5324.702637
	Iteration 34Q: 3 clusters Score -6611545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6611549.000000 Penalty: 5324.702637
	Iteration 35Q: 3 clusters Score -6611549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -6611563.500000 Penalty: 5324.702637
	Iteration 36Q: 3 clusters Score -6611564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -6611561.500000 Penalty: 5324.702637
	Iteration 37Q: 3 clusters Score -6611562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -6611561.000000 Penalty: 5324.702637
	Iteration 38Q: 3 clusters Score -6611561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -6611567.500000 Penalty: 5324.702637
	Iteration 39Q: 3 clusters Score -6611568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6611572.000000 Penalty: 5324.702637
	Iteration 40F: 3 clusters Score -6611572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6611577.000000 Penalty: 5324.702637
	Iteration 41Q: 3 clusters Score -6611577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -6611577.000000 Penalty: 5324.702637
	Iteration 42Q: 3 clusters Score -6611577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -6611587.000000 Penalty: 5324.702637
	Iteration 43Q: 3 clusters Score -6611587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6611599.000000 Penalty: 5324.702637
	Iteration 44Q: 3 clusters Score -6611599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -6611594.500000 Penalty: 5324.702637
	Iteration 45Q: 3 clusters Score -6611594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6611602.500000 Penalty: 5324.702637
	Iteration 46Q: 3 clusters Score -6611602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6611602.500000 Penalty: 5324.702637
	Iteration 47Q: 3 clusters Score -6611602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6611615.500000 Penalty: 5324.702637
	Iteration 48Q: 3 clusters Score -6611616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6611619.500000 Penalty: 5324.702637
	Iteration 49Q: 3 clusters Score -6611620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -6611620.000000 Penalty: 5324.702637
	Iteration 50Q: 3 clusters Score -6611620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -6611620.000000 Penalty: 5324.702637
	Iteration 51F: 3 clusters Score -6611620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Entering Unmasked Estep 
Score: -16079665.000000 Penalty: 2877.384033
	Iteration 0F: 2 clusters Score -1.607966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -16008291.000000 Penalty: 5754.768066
	Iteration 0F: 3 clusters Score -1.600829e+07 nChanged 51891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -16038386.000000 Penalty: 5754.768066
	Iteration 1F: 3 clusters Score -1.603839e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -16039528.000000 Penalty: 5754.768066
	Iteration 2Q: 3 clusters Score -1.603953e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -16040654.000000 Penalty: 5754.768066
	Iteration 3Q: 3 clusters Score -1.604065e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -16042202.000000 Penalty: 5754.768066
	Iteration 4Q: 3 clusters Score -1.60422e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -16044314.000000 Penalty: 5754.768066
	Iteration 5Q: 3 clusters Score -1.604431e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -16047376.000000 Penalty: 5754.768066
	Iteration 6F: 3 clusters Score -1.604738e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -16051786.000000 Penalty: 5754.768066
	Iteration 7F: 3 clusters Score -1.605179e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -16057534.000000 Penalty: 5754.768066
	Iteration 8F: 3 clusters Score -1.605753e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -16063261.000000 Penalty: 5754.768066
	Iteration 9F: 3 clusters Score -1.606326e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -16066902.000000 Penalty: 5754.768066
	Iteration 10F: 3 clusters Score -1.60669e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -16068666.000000 Penalty: 5754.768066
	Iteration 11Q: 3 clusters Score -1.606867e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -16069405.000000 Penalty: 5754.768066
	Iteration 12Q: 3 clusters Score -1.60694e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -16069880.000000 Penalty: 5754.768066
	Iteration 13Q: 3 clusters Score -1.606988e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -16070387.000000 Penalty: 5754.768066
	Iteration 14Q: 3 clusters Score -1.607039e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -16070708.000000 Penalty: 5754.768066
	Iteration 15Q: 3 clusters Score -1.607071e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -16071054.000000 Penalty: 5754.768066
	Iteration 16Q: 3 clusters Score -1.607105e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -16071492.000000 Penalty: 5754.768066
	Iteration 17Q: 3 clusters Score -1.607149e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -16071837.000000 Penalty: 5754.768066
	Iteration 18Q: 3 clusters Score -1.607184e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -16072221.000000 Penalty: 5754.768066
	Iteration 19Q: 3 clusters Score -1.607222e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -16072692.000000 Penalty: 5754.768066
	Iteration 20F: 3 clusters Score -1.607269e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -16073168.000000 Penalty: 5754.768066
	Iteration 21Q: 3 clusters Score -1.607317e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -16073635.000000 Penalty: 5754.768066
	Iteration 22Q: 3 clusters Score -1.607364e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -16074018.000000 Penalty: 5754.768066
	Iteration 23Q: 3 clusters Score -1.607402e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -16074436.000000 Penalty: 5754.768066
	Iteration 24Q: 3 clusters Score -1.607444e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -16074938.000000 Penalty: 5754.768066
	Iteration 25Q: 3 clusters Score -1.607494e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -16075357.000000 Penalty: 5754.768066
	Iteration 26Q: 3 clusters Score -1.607536e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -16075727.000000 Penalty: 5754.768066
	Iteration 27Q: 3 clusters Score -1.607573e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -16075955.000000 Penalty: 5754.768066
	Iteration 28Q: 3 clusters Score -1.607596e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -16076159.000000 Penalty: 5754.768066
	Iteration 29Q: 3 clusters Score -1.607616e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -16076263.000000 Penalty: 5754.768066
	Iteration 30Q: 3 clusters Score -1.607626e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -16076318.000000 Penalty: 5754.768066
	Iteration 31Q: 3 clusters Score -1.607632e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -16076471.000000 Penalty: 5754.768066
	Iteration 32Q: 3 clusters Score -1.607647e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -16076531.000000 Penalty: 5754.768066
	Iteration 33Q: 3 clusters Score -1.607653e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -16076552.000000 Penalty: 5754.768066
	Iteration 34Q: 3 clusters Score -1.607655e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -16076611.000000 Penalty: 5754.768066
	Iteration 35Q: 3 clusters Score -1.607661e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -16076701.000000 Penalty: 5754.768066
	Iteration 36Q: 3 clusters Score -1.60767e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -16076759.000000 Penalty: 5754.768066
	Iteration 37Q: 3 clusters Score -1.607676e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -16076770.000000 Penalty: 5754.768066
	Iteration 38Q: 3 clusters Score -1.607677e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -16076745.000000 Penalty: 5754.768066
	Iteration 39Q: 3 clusters Score -1.607674e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -16076827.000000 Penalty: 5754.768066
	Iteration 40F: 3 clusters Score -1.607683e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -16076833.000000 Penalty: 5754.768066
	Iteration 41Q: 3 clusters Score -1.607683e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -16076877.000000 Penalty: 5754.768066
	Iteration 42Q: 3 clusters Score -1.607688e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -16076886.000000 Penalty: 5754.768066
	Iteration 43Q: 3 clusters Score -1.607689e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -16076904.000000 Penalty: 5754.768066
	Iteration 44Q: 3 clusters Score -1.60769e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -16076912.000000 Penalty: 5754.768066
	Iteration 45Q: 3 clusters Score -1.607691e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -16076976.000000 Penalty: 5754.768066
	Iteration 46Q: 3 clusters Score -1.607698e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -16077005.000000 Penalty: 5754.768066
	Iteration 47Q: 3 clusters Score -1.6077e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -16077003.000000 Penalty: 5754.768066
	Iteration 48Q: 3 clusters Score -1.6077e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -16076983.000000 Penalty: 5754.768066
	Iteration 49Q: 3 clusters Score -1.607698e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -16077009.000000 Penalty: 5754.768066
	Iteration 50Q: 3 clusters Score -1.607701e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -16076996.000000 Penalty: 5754.768066
	Iteration 51Q: 3 clusters Score -1.6077e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -16076995.000000 Penalty: 5754.768066
	Iteration 52Q: 3 clusters Score -1.6077e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -16076990.000000 Penalty: 5754.768066
	Iteration 53Q: 3 clusters Score -1.607699e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -16076993.000000 Penalty: 5754.768066
	Iteration 54Q: 3 clusters Score -1.607699e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -16077002.000000 Penalty: 5754.768066
	Iteration 55Q: 3 clusters Score -1.6077e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -16077020.000000 Penalty: 5754.768066
	Iteration 56Q: 3 clusters Score -1.607702e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -16077007.000000 Penalty: 5754.768066
	Iteration 57Q: 3 clusters Score -1.607701e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -16076996.000000 Penalty: 5754.768066
	Iteration 58Q: 3 clusters Score -1.6077e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -16077002.000000 Penalty: 5754.768066
	Iteration 59Q: 3 clusters Score -1.6077e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -16076991.000000 Penalty: 5754.768066
	Iteration 60F: 3 clusters Score -1.607699e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -16076996.000000 Penalty: 5754.768066
	Iteration 61Q: 3 clusters Score -1.6077e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -16076987.000000 Penalty: 5754.768066
	Iteration 62Q: 3 clusters Score -1.607699e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -16077000.000000 Penalty: 5754.768066
	Iteration 63Q: 3 clusters Score -1.6077e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -16077019.000000 Penalty: 5754.768066
	Iteration 64Q: 3 clusters Score -1.607702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -16077024.000000 Penalty: 5754.768066
	Iteration 65Q: 3 clusters Score -1.607702e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -16077050.000000 Penalty: 5754.768066
	Iteration 66Q: 3 clusters Score -1.607705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -16077034.000000 Penalty: 5754.768066
	Iteration 67Q: 3 clusters Score -1.607703e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -16077022.000000 Penalty: 5754.768066
	Iteration 68Q: 3 clusters Score -1.607702e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -16077022.000000 Penalty: 5754.768066
	Iteration 69Q: 3 clusters Score -1.607702e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -16077022.000000 Penalty: 5754.768066
	Iteration 70Q: 3 clusters Score -1.607702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -16077028.000000 Penalty: 5754.768066
	Iteration 71Q: 3 clusters Score -1.607703e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -16077019.000000 Penalty: 5754.768066
	Iteration 72Q: 3 clusters Score -1.607702e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -16077019.000000 Penalty: 5754.768066
	Iteration 73Q: 3 clusters Score -1.607702e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -16077027.000000 Penalty: 5754.768066
	Iteration 74Q: 3 clusters Score -1.607703e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -16077025.000000 Penalty: 5754.768066
	Iteration 75Q: 3 clusters Score -1.607702e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -16077031.000000 Penalty: 5754.768066
	Iteration 76Q: 3 clusters Score -1.607703e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -16077053.000000 Penalty: 5754.768066
	Iteration 77Q: 3 clusters Score -1.607705e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -16077044.000000 Penalty: 5754.768066
	Iteration 78Q: 3 clusters Score -1.607704e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -16077047.000000 Penalty: 5754.768066
	Iteration 79Q: 3 clusters Score -1.607705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -16077050.000000 Penalty: 5754.768066
	Iteration 80F: 3 clusters Score -1.607705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -16077059.000000 Penalty: 5754.768066
	Iteration 81Q: 3 clusters Score -1.607706e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -16077061.000000 Penalty: 5754.768066
	Iteration 82Q: 3 clusters Score -1.607706e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -16077055.000000 Penalty: 5754.768066
	Iteration 83Q: 3 clusters Score -1.607706e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -16077057.000000 Penalty: 5754.768066
	Iteration 84Q: 3 clusters Score -1.607706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -16077071.000000 Penalty: 5754.768066
	Iteration 85Q: 3 clusters Score -1.607707e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -16077089.000000 Penalty: 5754.768066
	Iteration 86Q: 3 clusters Score -1.607709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -16077094.000000 Penalty: 5754.768066
	Iteration 87Q: 3 clusters Score -1.607709e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -16077113.000000 Penalty: 5754.768066
	Iteration 88Q: 3 clusters Score -1.607711e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -16077118.000000 Penalty: 5754.768066
	Iteration 89Q: 3 clusters Score -1.607712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -16077098.000000 Penalty: 5754.768066
	Iteration 90Q: 3 clusters Score -1.60771e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -16077088.000000 Penalty: 5754.768066
	Iteration 91Q: 3 clusters Score -1.607709e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -16077088.000000 Penalty: 5754.768066
	Iteration 92Q: 3 clusters Score -1.607709e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -16077057.000000 Penalty: 5754.768066
	Iteration 93Q: 3 clusters Score -1.607706e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -16077073.000000 Penalty: 5754.768066
	Iteration 94Q: 3 clusters Score -1.607707e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -16077080.000000 Penalty: 5754.768066
	Iteration 95Q: 3 clusters Score -1.607708e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -16077095.000000 Penalty: 5754.768066
	Iteration 96Q: 3 clusters Score -1.60771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -16077120.000000 Penalty: 5754.768066
	Iteration 97Q: 3 clusters Score -1.607712e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -16077125.000000 Penalty: 5754.768066
	Iteration 98Q: 3 clusters Score -1.607712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -16077129.000000 Penalty: 5754.768066
	Iteration 99Q: 3 clusters Score -1.607713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -16077137.000000 Penalty: 5754.768066
	Iteration 100F: 3 clusters Score -1.607714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -16077128.000000 Penalty: 5754.768066
	Iteration 101Q: 3 clusters Score -1.607713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -16077176.000000 Penalty: 5754.768066
	Iteration 102Q: 3 clusters Score -1.607718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -16077176.000000 Penalty: 5754.768066
	Iteration 103Q: 3 clusters Score -1.607718e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -16077155.000000 Penalty: 5754.768066
	Iteration 104Q: 3 clusters Score -1.607716e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -16077163.000000 Penalty: 5754.768066
	Iteration 105Q: 3 clusters Score -1.607716e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -16077163.000000 Penalty: 5754.768066
	Iteration 106Q: 3 clusters Score -1.607716e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -16077176.000000 Penalty: 5754.768066
	Iteration 107Q: 3 clusters Score -1.607718e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -16077187.000000 Penalty: 5754.768066
	Iteration 108Q: 3 clusters Score -1.607719e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -16077183.000000 Penalty: 5754.768066
	Iteration 109Q: 3 clusters Score -1.607718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -16077166.000000 Penalty: 5754.768066
	Iteration 110Q: 3 clusters Score -1.607717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -16077181.000000 Penalty: 5754.768066
	Iteration 111Q: 3 clusters Score -1.607718e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -16077229.000000 Penalty: 5754.768066
	Iteration 112Q: 3 clusters Score -1.607723e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -16077225.000000 Penalty: 5754.768066
	Iteration 113Q: 3 clusters Score -1.607722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -16077230.000000 Penalty: 5754.768066
	Iteration 114Q: 3 clusters Score -1.607723e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -16077226.000000 Penalty: 5754.768066
	Iteration 115Q: 3 clusters Score -1.607723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -16077225.000000 Penalty: 5754.768066
	Iteration 116Q: 3 clusters Score -1.607722e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -16077226.000000 Penalty: 5754.768066
	Iteration 117Q: 3 clusters Score -1.607723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -16077234.000000 Penalty: 5754.768066
	Iteration 118Q: 3 clusters Score -1.607723e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -16077253.000000 Penalty: 5754.768066
	Iteration 119Q: 3 clusters Score -1.607725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -16077257.000000 Penalty: 5754.768066
	Iteration 120F: 3 clusters Score -1.607726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -16077254.000000 Penalty: 5754.768066
	Iteration 121Q: 3 clusters Score -1.607725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -16077268.000000 Penalty: 5754.768066
	Iteration 122Q: 3 clusters Score -1.607727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -16077276.000000 Penalty: 5754.768066
	Iteration 123Q: 3 clusters Score -1.607728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -16077271.000000 Penalty: 5754.768066
	Iteration 124Q: 3 clusters Score -1.607727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -16077263.000000 Penalty: 5754.768066
	Iteration 125Q: 3 clusters Score -1.607726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -16077255.000000 Penalty: 5754.768066
	Iteration 126Q: 3 clusters Score -1.607726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -16077247.000000 Penalty: 5754.768066
	Iteration 127Q: 3 clusters Score -1.607725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -16077244.000000 Penalty: 5754.768066
	Iteration 128Q: 3 clusters Score -1.607724e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -16077250.000000 Penalty: 5754.768066
	Iteration 129Q: 3 clusters Score -1.607725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -16077262.000000 Penalty: 5754.768066
	Iteration 130Q: 3 clusters Score -1.607726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -16077248.000000 Penalty: 5754.768066
	Iteration 131Q: 3 clusters Score -1.607725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -16077253.000000 Penalty: 5754.768066
	Iteration 132Q: 3 clusters Score -1.607725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -16077275.000000 Penalty: 5754.768066
	Iteration 133Q: 3 clusters Score -1.607728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -16077277.000000 Penalty: 5754.768066
	Iteration 134Q: 3 clusters Score -1.607728e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -16077278.000000 Penalty: 5754.768066
	Iteration 135Q: 3 clusters Score -1.607728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -16077280.000000 Penalty: 5754.768066
	Iteration 136Q: 3 clusters Score -1.607728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -16077275.000000 Penalty: 5754.768066
	Iteration 137Q: 3 clusters Score -1.607728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -16077292.000000 Penalty: 5754.768066
	Iteration 138Q: 3 clusters Score -1.607729e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -16077302.000000 Penalty: 5754.768066
	Iteration 139Q: 3 clusters Score -1.60773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -16077293.000000 Penalty: 5754.768066
	Iteration 140F: 3 clusters Score -1.607729e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -16077309.000000 Penalty: 5754.768066
	Iteration 141Q: 3 clusters Score -1.607731e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -16077322.000000 Penalty: 5754.768066
	Iteration 142Q: 3 clusters Score -1.607732e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -16077320.000000 Penalty: 5754.768066
	Iteration 143Q: 3 clusters Score -1.607732e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -16077341.000000 Penalty: 5754.768066
	Iteration 144Q: 3 clusters Score -1.607734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -16077346.000000 Penalty: 5754.768066
	Iteration 145Q: 3 clusters Score -1.607735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -16077330.000000 Penalty: 5754.768066
	Iteration 146Q: 3 clusters Score -1.607733e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -16077333.000000 Penalty: 5754.768066
	Iteration 147Q: 3 clusters Score -1.607733e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -16077365.000000 Penalty: 5754.768066
	Iteration 148Q: 3 clusters Score -1.607736e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -16077371.000000 Penalty: 5754.768066
	Iteration 149Q: 3 clusters Score -1.607737e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -16077377.000000 Penalty: 5754.768066
	Iteration 150Q: 3 clusters Score -1.607738e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -16077401.000000 Penalty: 5754.768066
	Iteration 151Q: 3 clusters Score -1.60774e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -16077402.000000 Penalty: 5754.768066
	Iteration 152Q: 3 clusters Score -1.60774e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -16077450.000000 Penalty: 5754.768066
	Iteration 153Q: 3 clusters Score -1.607745e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -16077478.000000 Penalty: 5754.768066
	Iteration 154Q: 3 clusters Score -1.607748e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -16077496.000000 Penalty: 5754.768066
	Iteration 155Q: 3 clusters Score -1.60775e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -16077551.000000 Penalty: 5754.768066
	Iteration 156Q: 3 clusters Score -1.607755e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -16077555.000000 Penalty: 5754.768066
	Iteration 157Q: 3 clusters Score -1.607756e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -16077575.000000 Penalty: 5754.768066
	Iteration 158Q: 3 clusters Score -1.607758e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -16077578.000000 Penalty: 5754.768066
	Iteration 159Q: 3 clusters Score -1.607758e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -16077563.000000 Penalty: 5754.768066
	Iteration 160F: 3 clusters Score -1.607756e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -16077528.000000 Penalty: 5754.768066
	Iteration 161Q: 3 clusters Score -1.607753e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -16077542.000000 Penalty: 5754.768066
	Iteration 162Q: 3 clusters Score -1.607754e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -16077560.000000 Penalty: 5754.768066
	Iteration 163Q: 3 clusters Score -1.607756e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -16077592.000000 Penalty: 5754.768066
	Iteration 164Q: 3 clusters Score -1.607759e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -16077623.000000 Penalty: 5754.768066
	Iteration 165Q: 3 clusters Score -1.607762e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -16077592.000000 Penalty: 5754.768066
	Iteration 166Q: 3 clusters Score -1.607759e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -16077632.000000 Penalty: 5754.768066
	Iteration 167Q: 3 clusters Score -1.607763e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -16077656.000000 Penalty: 5754.768066
	Iteration 168Q: 3 clusters Score -1.607766e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -16077683.000000 Penalty: 5754.768066
	Iteration 169Q: 3 clusters Score -1.607768e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -16077647.000000 Penalty: 5754.768066
	Iteration 170Q: 3 clusters Score -1.607765e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -16077674.000000 Penalty: 5754.768066
	Iteration 171Q: 3 clusters Score -1.607767e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -16077693.000000 Penalty: 5754.768066
	Iteration 172Q: 3 clusters Score -1.607769e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -16077742.000000 Penalty: 5754.768066
	Iteration 173Q: 3 clusters Score -1.607774e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -16077798.000000 Penalty: 5754.768066
	Iteration 174Q: 3 clusters Score -1.60778e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -16077790.000000 Penalty: 5754.768066
	Iteration 175Q: 3 clusters Score -1.607779e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -16077862.000000 Penalty: 5754.768066
	Iteration 176Q: 3 clusters Score -1.607786e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -16077844.000000 Penalty: 5754.768066
	Iteration 177Q: 3 clusters Score -1.607784e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -16077830.000000 Penalty: 5754.768066
	Iteration 178Q: 3 clusters Score -1.607783e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -16077842.000000 Penalty: 5754.768066
	Iteration 179Q: 3 clusters Score -1.607784e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -16077900.000000 Penalty: 5754.768066
	Iteration 180F: 3 clusters Score -1.60779e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -16077897.000000 Penalty: 5754.768066
	Iteration 181Q: 3 clusters Score -1.60779e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -16077890.000000 Penalty: 5754.768066
	Iteration 182Q: 3 clusters Score -1.607789e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -16077934.000000 Penalty: 5754.768066
	Iteration 183Q: 3 clusters Score -1.607793e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -16077962.000000 Penalty: 5754.768066
	Iteration 184Q: 3 clusters Score -1.607796e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -16077993.000000 Penalty: 5754.768066
	Iteration 185Q: 3 clusters Score -1.607799e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -16077998.000000 Penalty: 5754.768066
	Iteration 186Q: 3 clusters Score -1.6078e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -16078026.000000 Penalty: 5754.768066
	Iteration 187Q: 3 clusters Score -1.607803e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -16078098.000000 Penalty: 5754.768066
	Iteration 188Q: 3 clusters Score -1.60781e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -16078177.000000 Penalty: 5754.768066
	Iteration 189Q: 3 clusters Score -1.607818e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -16078166.000000 Penalty: 5754.768066
	Iteration 190Q: 3 clusters Score -1.607817e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -16078173.000000 Penalty: 5754.768066
	Iteration 191Q: 3 clusters Score -1.607817e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -16078177.000000 Penalty: 5754.768066
	Iteration 192Q: 3 clusters Score -1.607818e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -16078188.000000 Penalty: 5754.768066
	Iteration 193Q: 3 clusters Score -1.607819e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -16078224.000000 Penalty: 5754.768066
	Iteration 194Q: 3 clusters Score -1.607822e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -16078199.000000 Penalty: 5754.768066
	Iteration 195Q: 3 clusters Score -1.60782e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 196Q: 3 clusters Score -1.607819e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 197Q: 3 clusters Score -1.607819e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -16078221.000000 Penalty: 5754.768066
	Iteration 198Q: 3 clusters Score -1.607822e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -16078210.000000 Penalty: 5754.768066
	Iteration 199Q: 3 clusters Score -1.607821e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -16078195.000000 Penalty: 5754.768066
	Iteration 200F: 3 clusters Score -1.60782e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -16078177.000000 Penalty: 5754.768066
	Iteration 201Q: 3 clusters Score -1.607818e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -16078158.000000 Penalty: 5754.768066
	Iteration 202Q: 3 clusters Score -1.607816e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -16078180.000000 Penalty: 5754.768066
	Iteration 203Q: 3 clusters Score -1.607818e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -16078171.000000 Penalty: 5754.768066
	Iteration 204Q: 3 clusters Score -1.607817e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -16078176.000000 Penalty: 5754.768066
	Iteration 205Q: 3 clusters Score -1.607818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -16078188.000000 Penalty: 5754.768066
	Iteration 206Q: 3 clusters Score -1.607819e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -16078182.000000 Penalty: 5754.768066
	Iteration 207Q: 3 clusters Score -1.607818e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -16078184.000000 Penalty: 5754.768066
	Iteration 208Q: 3 clusters Score -1.607818e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -16078165.000000 Penalty: 5754.768066
	Iteration 209Q: 3 clusters Score -1.607816e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -16078154.000000 Penalty: 5754.768066
	Iteration 210Q: 3 clusters Score -1.607815e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -16078183.000000 Penalty: 5754.768066
	Iteration 211Q: 3 clusters Score -1.607818e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -16078205.000000 Penalty: 5754.768066
	Iteration 212Q: 3 clusters Score -1.60782e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -16078211.000000 Penalty: 5754.768066
	Iteration 213Q: 3 clusters Score -1.607821e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103666 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -16078209.000000 Penalty: 5754.768066
	Iteration 214Q: 3 clusters Score -1.607821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -16078208.000000 Penalty: 5754.768066
	Iteration 215Q: 3 clusters Score -1.607821e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -16078212.000000 Penalty: 5754.768066
	Iteration 216Q: 3 clusters Score -1.607821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -16078212.000000 Penalty: 5754.768066
	Iteration 217Q: 3 clusters Score -1.607821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -16078223.000000 Penalty: 5754.768066
	Iteration 218Q: 3 clusters Score -1.607822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -16078185.000000 Penalty: 5754.768066
	Iteration 219Q: 3 clusters Score -1.607818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -16078186.000000 Penalty: 5754.768066
	Iteration 220F: 3 clusters Score -1.607819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -16078190.000000 Penalty: 5754.768066
	Iteration 221Q: 3 clusters Score -1.607819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -16078201.000000 Penalty: 5754.768066
	Iteration 222Q: 3 clusters Score -1.60782e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -16078241.000000 Penalty: 5754.768066
	Iteration 223Q: 3 clusters Score -1.607824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -16078215.000000 Penalty: 5754.768066
	Iteration 224Q: 3 clusters Score -1.607822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -16078205.000000 Penalty: 5754.768066
	Iteration 225Q: 3 clusters Score -1.60782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -16078208.000000 Penalty: 5754.768066
	Iteration 226Q: 3 clusters Score -1.607821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -16078213.000000 Penalty: 5754.768066
	Iteration 227Q: 3 clusters Score -1.607821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -16078204.000000 Penalty: 5754.768066
	Iteration 228Q: 3 clusters Score -1.60782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -16078204.000000 Penalty: 5754.768066
	Iteration 229Q: 3 clusters Score -1.60782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -16078213.000000 Penalty: 5754.768066
	Iteration 230Q: 3 clusters Score -1.607821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -16078190.000000 Penalty: 5754.768066
	Iteration 231Q: 3 clusters Score -1.607819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104273 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -16078185.000000 Penalty: 5754.768066
	Iteration 232Q: 3 clusters Score -1.607818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -16078177.000000 Penalty: 5754.768066
	Iteration 233Q: 3 clusters Score -1.607818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -16078182.000000 Penalty: 5754.768066
	Iteration 234Q: 3 clusters Score -1.607818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -16078182.000000 Penalty: 5754.768066
	Iteration 235Q: 3 clusters Score -1.607818e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -16078194.000000 Penalty: 5754.768066
	Iteration 236Q: 3 clusters Score -1.607819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -16078186.000000 Penalty: 5754.768066
	Iteration 237Q: 3 clusters Score -1.607819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 238Q: 3 clusters Score -1.607819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -16078201.000000 Penalty: 5754.768066
	Iteration 239Q: 3 clusters Score -1.60782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -16078219.000000 Penalty: 5754.768066
	Iteration 240F: 3 clusters Score -1.607822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -16078212.000000 Penalty: 5754.768066
	Iteration 241Q: 3 clusters Score -1.607821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -16078205.000000 Penalty: 5754.768066
	Iteration 242Q: 3 clusters Score -1.60782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -16078194.000000 Penalty: 5754.768066
	Iteration 243Q: 3 clusters Score -1.607819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -16078211.000000 Penalty: 5754.768066
	Iteration 244Q: 3 clusters Score -1.607821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -16078207.000000 Penalty: 5754.768066
	Iteration 245Q: 3 clusters Score -1.607821e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -16078215.000000 Penalty: 5754.768066
	Iteration 246Q: 3 clusters Score -1.607822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -16078240.000000 Penalty: 5754.768066
	Iteration 247Q: 3 clusters Score -1.607824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -16078253.000000 Penalty: 5754.768066
	Iteration 248Q: 3 clusters Score -1.607825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -16078239.000000 Penalty: 5754.768066
	Iteration 249Q: 3 clusters Score -1.607824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104829 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -16078217.000000 Penalty: 5754.768066
	Iteration 250Q: 3 clusters Score -1.607822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -16078212.000000 Penalty: 5754.768066
	Iteration 251Q: 3 clusters Score -1.607821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -16078208.000000 Penalty: 5754.768066
	Iteration 252Q: 3 clusters Score -1.607821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104918 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -16078203.000000 Penalty: 5754.768066
	Iteration 253Q: 3 clusters Score -1.60782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -16078202.000000 Penalty: 5754.768066
	Iteration 254Q: 3 clusters Score -1.60782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -16078196.000000 Penalty: 5754.768066
	Iteration 255Q: 3 clusters Score -1.60782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -16078191.000000 Penalty: 5754.768066
	Iteration 256Q: 3 clusters Score -1.607819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -16078176.000000 Penalty: 5754.768066
	Iteration 257Q: 3 clusters Score -1.607818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 258Q: 3 clusters Score -1.607819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -16078189.000000 Penalty: 5754.768066
	Iteration 259Q: 3 clusters Score -1.607819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -16078178.000000 Penalty: 5754.768066
	Iteration 260F: 3 clusters Score -1.607818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -16078155.000000 Penalty: 5754.768066
	Iteration 261Q: 3 clusters Score -1.607816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -16078151.000000 Penalty: 5754.768066
	Iteration 262Q: 3 clusters Score -1.607815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -16078165.000000 Penalty: 5754.768066
	Iteration 263Q: 3 clusters Score -1.607816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -16078175.000000 Penalty: 5754.768066
	Iteration 264Q: 3 clusters Score -1.607818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -16078158.000000 Penalty: 5754.768066
	Iteration 265Q: 3 clusters Score -1.607816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -16078163.000000 Penalty: 5754.768066
	Iteration 266Q: 3 clusters Score -1.607816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105164 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -16078171.000000 Penalty: 5754.768066
	Iteration 267Q: 3 clusters Score -1.607817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -16078170.000000 Penalty: 5754.768066
	Iteration 268Q: 3 clusters Score -1.607817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -16078161.000000 Penalty: 5754.768066
	Iteration 269Q: 3 clusters Score -1.607816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -16078169.000000 Penalty: 5754.768066
	Iteration 270Q: 3 clusters Score -1.607817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -16078179.000000 Penalty: 5754.768066
	Iteration 271Q: 3 clusters Score -1.607818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -16078167.000000 Penalty: 5754.768066
	Iteration 272Q: 3 clusters Score -1.607817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -16078169.000000 Penalty: 5754.768066
	Iteration 273Q: 3 clusters Score -1.607817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -16078162.000000 Penalty: 5754.768066
	Iteration 274Q: 3 clusters Score -1.607816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -16078170.000000 Penalty: 5754.768066
	Iteration 275Q: 3 clusters Score -1.607817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16078177.000000 Penalty: 5754.768066
	Iteration 276Q: 3 clusters Score -1.607818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -16078167.000000 Penalty: 5754.768066
	Iteration 277Q: 3 clusters Score -1.607817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -16078179.000000 Penalty: 5754.768066
	Iteration 278Q: 3 clusters Score -1.607818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -16078174.000000 Penalty: 5754.768066
	Iteration 279Q: 3 clusters Score -1.607817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -16078164.000000 Penalty: 5754.768066
	Iteration 280F: 3 clusters Score -1.607816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -16078186.000000 Penalty: 5754.768066
	Iteration 281Q: 3 clusters Score -1.607819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -16078205.000000 Penalty: 5754.768066
	Iteration 282Q: 3 clusters Score -1.60782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -16078195.000000 Penalty: 5754.768066
	Iteration 283Q: 3 clusters Score -1.60782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -16078199.000000 Penalty: 5754.768066
	Iteration 284Q: 3 clusters Score -1.60782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -16078201.000000 Penalty: 5754.768066
	Iteration 285Q: 3 clusters Score -1.60782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -16078202.000000 Penalty: 5754.768066
	Iteration 286Q: 3 clusters Score -1.60782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -16078196.000000 Penalty: 5754.768066
	Iteration 287Q: 3 clusters Score -1.60782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -16078199.000000 Penalty: 5754.768066
	Iteration 288Q: 3 clusters Score -1.60782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 289Q: 3 clusters Score -1.607819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -16078207.000000 Penalty: 5754.768066
	Iteration 290Q: 3 clusters Score -1.607821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -16078203.000000 Penalty: 5754.768066
	Iteration 291Q: 3 clusters Score -1.60782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -16078206.000000 Penalty: 5754.768066
	Iteration 292Q: 3 clusters Score -1.607821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -16078178.000000 Penalty: 5754.768066
	Iteration 293Q: 3 clusters Score -1.607818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -16078174.000000 Penalty: 5754.768066
	Iteration 294Q: 3 clusters Score -1.607817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -16078195.000000 Penalty: 5754.768066
	Iteration 295Q: 3 clusters Score -1.60782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -16078194.000000 Penalty: 5754.768066
	Iteration 296Q: 3 clusters Score -1.607819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -16078193.000000 Penalty: 5754.768066
	Iteration 297Q: 3 clusters Score -1.607819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16078185.000000 Penalty: 5754.768066
	Iteration 298Q: 3 clusters Score -1.607818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -16078188.000000 Penalty: 5754.768066
	Iteration 299Q: 3 clusters Score -1.607819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16078195.000000 Penalty: 5754.768066
	Iteration 300F: 3 clusters Score -1.60782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -16078194.000000 Penalty: 5754.768066
	Iteration 301Q: 3 clusters Score -1.607819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16078196.000000 Penalty: 5754.768066
	Iteration 302Q: 3 clusters Score -1.60782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16078196.000000 Penalty: 5754.768066
	Iteration 303F: 3 clusters Score -1.60782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -124309.039062 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -124309 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 568 members 
Entering Unmasked Estep 
Score: -122463.820312 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -122463.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123232.312500 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -123232.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123977.390625 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -123977.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -124330.148438 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -124330.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124490.093750 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -124490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -124610.789062 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -124610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -124683.968750 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -124684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -124691.406250 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -124691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -124700.195312 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -124700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -124708.929688 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -124708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -124713.515625 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -124713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -124713.515625 Penalty: 3492.105957
	Iteration 11F: 3 clusters Score -124713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 222 members 
Mstep: Class 31 contains 1011 members 
Entering Unmasked Estep 
Score: -128926000.000000 Penalty: 105449.875000
Splitting cluster 19 changes total score from -128925688.000000 to -128926000.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (27469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Entering Unmasked Estep 
Score: -4019148.750000 Penalty: 2534.761719
	Iteration 0F: 2 clusters Score -4019149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4000391.750000 Penalty: 5069.523438
	Iteration 0F: 3 clusters Score -4000392 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4007091.250000 Penalty: 5069.523438
	Iteration 1F: 3 clusters Score -4007091 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4007511.750000 Penalty: 5069.523438
	Iteration 2Q: 3 clusters Score -4007512 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4007828.250000 Penalty: 5069.523438
	Iteration 3Q: 3 clusters Score -4007828 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4008107.500000 Penalty: 5069.523438
	Iteration 4Q: 3 clusters Score -4008108 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4008366.750000 Penalty: 5069.523438
	Iteration 5Q: 3 clusters Score -4008367 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4008611.000000 Penalty: 5069.523438
	Iteration 6Q: 3 clusters Score -4008611 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4008931.000000 Penalty: 5069.523438
	Iteration 7Q: 3 clusters Score -4008931 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4009300.500000 Penalty: 5069.523438
	Iteration 8Q: 3 clusters Score -4009300 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4009786.500000 Penalty: 5069.523438
	Iteration 9Q: 3 clusters Score -4009786 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4010322.000000 Penalty: 5069.523438
	Iteration 10Q: 3 clusters Score -4010322 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4010890.500000 Penalty: 5069.523438
	Iteration 11Q: 3 clusters Score -4010890 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4011442.500000 Penalty: 5069.523438
	Iteration 12Q: 3 clusters Score -4011442 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4011960.000000 Penalty: 5069.523438
	Iteration 13Q: 3 clusters Score -4011960 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4012408.500000 Penalty: 5069.523438
	Iteration 14Q: 3 clusters Score -4012408 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4012814.250000 Penalty: 5069.523438
	Iteration 15Q: 3 clusters Score -4012814 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4013193.250000 Penalty: 5069.523438
	Iteration 16Q: 3 clusters Score -4013193 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4013546.750000 Penalty: 5069.523438
	Iteration 17Q: 3 clusters Score -4013547 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4013911.000000 Penalty: 5069.523438
	Iteration 18Q: 3 clusters Score -4013911 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4014273.000000 Penalty: 5069.523438
	Iteration 19Q: 3 clusters Score -4014273 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4014646.000000 Penalty: 5069.523438
	Iteration 20F: 3 clusters Score -4014646 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4014980.000000 Penalty: 5069.523438
	Iteration 21Q: 3 clusters Score -4014980 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4015349.750000 Penalty: 5069.523438
	Iteration 22Q: 3 clusters Score -4015350 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4015722.000000 Penalty: 5069.523438
	Iteration 23Q: 3 clusters Score -4015722 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4016083.000000 Penalty: 5069.523438
	Iteration 24Q: 3 clusters Score -4016083 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4016384.250000 Penalty: 5069.523438
	Iteration 25Q: 3 clusters Score -4016384 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4016630.000000 Penalty: 5069.523438
	Iteration 26Q: 3 clusters Score -4016630 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4016773.000000 Penalty: 5069.523438
	Iteration 27Q: 3 clusters Score -4016773 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4016873.250000 Penalty: 5069.523438
	Iteration 28Q: 3 clusters Score -4016873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4016941.500000 Penalty: 5069.523438
	Iteration 29Q: 3 clusters Score -4016942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4016994.500000 Penalty: 5069.523438
	Iteration 30Q: 3 clusters Score -4016994 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4017030.750000 Penalty: 5069.523438
	Iteration 31Q: 3 clusters Score -4017031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4017049.750000 Penalty: 5069.523438
	Iteration 32Q: 3 clusters Score -4017050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4017077.250000 Penalty: 5069.523438
	Iteration 33Q: 3 clusters Score -4017077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4017091.750000 Penalty: 5069.523438
	Iteration 34Q: 3 clusters Score -4017092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4017102.500000 Penalty: 5069.523438
	Iteration 35Q: 3 clusters Score -4017102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4017120.500000 Penalty: 5069.523438
	Iteration 36Q: 3 clusters Score -4017120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4017124.500000 Penalty: 5069.523438
	Iteration 37Q: 3 clusters Score -4017124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4017138.750000 Penalty: 5069.523438
	Iteration 38Q: 3 clusters Score -4017139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4017143.000000 Penalty: 5069.523438
	Iteration 39Q: 3 clusters Score -4017143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4017150.250000 Penalty: 5069.523438
	Iteration 40F: 3 clusters Score -4017150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4017164.750000 Penalty: 5069.523438
	Iteration 41Q: 3 clusters Score -4017165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4017167.750000 Penalty: 5069.523438
	Iteration 42Q: 3 clusters Score -4017168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4017167.750000 Penalty: 5069.523438
	Iteration 43Q: 3 clusters Score -4017168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4017172.750000 Penalty: 5069.523438
	Iteration 44Q: 3 clusters Score -4017173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4017178.750000 Penalty: 5069.523438
	Iteration 45Q: 3 clusters Score -4017179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4017185.250000 Penalty: 5069.523438
	Iteration 46Q: 3 clusters Score -4017185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4017186.500000 Penalty: 5069.523438
	Iteration 47Q: 3 clusters Score -4017186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4017188.000000 Penalty: 5069.523438
	Iteration 48Q: 3 clusters Score -4017188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4017185.000000 Penalty: 5069.523438
	Iteration 49Q: 3 clusters Score -4017185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4017177.250000 Penalty: 5069.523438
	Iteration 50Q: 3 clusters Score -4017177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4017179.750000 Penalty: 5069.523438
	Iteration 51Q: 3 clusters Score -4017180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4017176.000000 Penalty: 5069.523438
	Iteration 52Q: 3 clusters Score -4017176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4017184.250000 Penalty: 5069.523438
	Iteration 53Q: 3 clusters Score -4017184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4017179.500000 Penalty: 5069.523438
	Iteration 54Q: 3 clusters Score -4017180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -4017181.500000 Penalty: 5069.523438
	Iteration 55Q: 3 clusters Score -4017182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4017186.750000 Penalty: 5069.523438
	Iteration 56Q: 3 clusters Score -4017187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -4017192.750000 Penalty: 5069.523438
	Iteration 57Q: 3 clusters Score -4017193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4017188.500000 Penalty: 5069.523438
	Iteration 58Q: 3 clusters Score -4017188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4017187.250000 Penalty: 5069.523438
	Iteration 59Q: 3 clusters Score -4017187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4017186.000000 Penalty: 5069.523438
	Iteration 60F: 3 clusters Score -4017186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4017188.250000 Penalty: 5069.523438
	Iteration 61Q: 3 clusters Score -4017188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4017186.250000 Penalty: 5069.523438
	Iteration 62Q: 3 clusters Score -4017186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4017184.000000 Penalty: 5069.523438
	Iteration 63Q: 3 clusters Score -4017184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4017185.750000 Penalty: 5069.523438
	Iteration 64Q: 3 clusters Score -4017186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4017194.250000 Penalty: 5069.523438
	Iteration 65Q: 3 clusters Score -4017194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4017197.000000 Penalty: 5069.523438
	Iteration 66Q: 3 clusters Score -4017197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4017198.750000 Penalty: 5069.523438
	Iteration 67Q: 3 clusters Score -4017199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4017197.250000 Penalty: 5069.523438
	Iteration 68Q: 3 clusters Score -4017197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4017200.750000 Penalty: 5069.523438
	Iteration 69Q: 3 clusters Score -4017201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4017197.000000 Penalty: 5069.523438
	Iteration 70Q: 3 clusters Score -4017197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4017197.750000 Penalty: 5069.523438
	Iteration 71Q: 3 clusters Score -4017198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4017192.000000 Penalty: 5069.523438
	Iteration 72Q: 3 clusters Score -4017192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4017197.000000 Penalty: 5069.523438
	Iteration 73Q: 3 clusters Score -4017197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4017199.000000 Penalty: 5069.523438
	Iteration 74Q: 3 clusters Score -4017199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4017200.500000 Penalty: 5069.523438
	Iteration 75Q: 3 clusters Score -4017200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4017202.250000 Penalty: 5069.523438
	Iteration 76Q: 3 clusters Score -4017202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4017200.500000 Penalty: 5069.523438
	Iteration 77Q: 3 clusters Score -4017200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4017202.000000 Penalty: 5069.523438
	Iteration 78Q: 3 clusters Score -4017202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4017199.750000 Penalty: 5069.523438
	Iteration 79Q: 3 clusters Score -4017200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4017202.750000 Penalty: 5069.523438
	Iteration 80F: 3 clusters Score -4017203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4017201.000000 Penalty: 5069.523438
	Iteration 81Q: 3 clusters Score -4017201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4017201.250000 Penalty: 5069.523438
	Iteration 82Q: 3 clusters Score -4017201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4017202.750000 Penalty: 5069.523438
	Iteration 83Q: 3 clusters Score -4017203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4017202.250000 Penalty: 5069.523438
	Iteration 84Q: 3 clusters Score -4017202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4017205.750000 Penalty: 5069.523438
	Iteration 85Q: 3 clusters Score -4017206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4017205.750000 Penalty: 5069.523438
	Iteration 86Q: 3 clusters Score -4017206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4017202.750000 Penalty: 5069.523438
	Iteration 87Q: 3 clusters Score -4017203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4017200.250000 Penalty: 5069.523438
	Iteration 88Q: 3 clusters Score -4017200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4017200.250000 Penalty: 5069.523438
	Iteration 89F: 3 clusters Score -4017200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -86856.695312 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -86856.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85385.937500 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -85385.94 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86028.117188 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -86028.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86284.625000 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -86284.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86715.000000 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -86715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87229.273438 Penalty: 3268.789307
	Iteration 4F: 3 clusters Score -87229.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87607.218750 Penalty: 3268.789307
	Iteration 5F: 3 clusters Score -87607.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -87677.234375 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -87677.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -87709.531250 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -87709.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -87729.804688 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -87729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87739.835938 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -87739.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87745.187500 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -87745.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87747.875000 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -87747.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87747.875000 Penalty: 3268.789307
	Iteration 12F: 3 clusters Score -87747.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 222 members 
Mstep: Class 31 contains 1011 members 
Mstep: Class 32 contains 582 members 
Entering Unmasked Estep 
Score: -128925088.000000 Penalty: 108851.484375
Splitting cluster 21 changes total score from -128925688.000000 to -128925088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Entering Unmasked Estep 
Score: -5463192.000000 Penalty: 2615.688232
	Iteration 0F: 2 clusters Score -5463192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5437382.000000 Penalty: 5231.376465
	Iteration 0F: 3 clusters Score -5437382 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -5446589.500000 Penalty: 5231.376465
	Iteration 1F: 3 clusters Score -5446590 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5446997.000000 Penalty: 5231.376465
	Iteration 2Q: 3 clusters Score -5446997 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5447440.000000 Penalty: 5231.376465
	Iteration 3Q: 3 clusters Score -5447440 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5447875.000000 Penalty: 5231.376465
	Iteration 4Q: 3 clusters Score -5447875 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -5448264.500000 Penalty: 5231.376465
	Iteration 5Q: 3 clusters Score -5448264 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5448610.000000 Penalty: 5231.376465
	Iteration 6Q: 3 clusters Score -5448610 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5449041.000000 Penalty: 5231.376465
	Iteration 7Q: 3 clusters Score -5449041 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5449421.000000 Penalty: 5231.376465
	Iteration 8Q: 3 clusters Score -5449421 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5449898.500000 Penalty: 5231.376465
	Iteration 9Q: 3 clusters Score -5449898 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5450324.000000 Penalty: 5231.376465
	Iteration 10Q: 3 clusters Score -5450324 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5450759.000000 Penalty: 5231.376465
	Iteration 11Q: 3 clusters Score -5450759 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5451261.000000 Penalty: 5231.376465
	Iteration 12Q: 3 clusters Score -5451261 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -5451662.500000 Penalty: 5231.376465
	Iteration 13Q: 3 clusters Score -5451662 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5452033.000000 Penalty: 5231.376465
	Iteration 14Q: 3 clusters Score -5452033 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5452326.500000 Penalty: 5231.376465
	Iteration 15Q: 3 clusters Score -5452326 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5452667.500000 Penalty: 5231.376465
	Iteration 16Q: 3 clusters Score -5452668 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5453006.500000 Penalty: 5231.376465
	Iteration 17Q: 3 clusters Score -5453006 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5453367.500000 Penalty: 5231.376465
	Iteration 18Q: 3 clusters Score -5453368 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5453716.500000 Penalty: 5231.376465
	Iteration 19Q: 3 clusters Score -5453716 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5454085.500000 Penalty: 5231.376465
	Iteration 20F: 3 clusters Score -5454086 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5454558.500000 Penalty: 5231.376465
	Iteration 21Q: 3 clusters Score -5454558 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5455039.000000 Penalty: 5231.376465
	Iteration 22Q: 3 clusters Score -5455039 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5455616.000000 Penalty: 5231.376465
	Iteration 23Q: 3 clusters Score -5455616 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5456307.500000 Penalty: 5231.376465
	Iteration 24Q: 3 clusters Score -5456308 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5457099.500000 Penalty: 5231.376465
	Iteration 25Q: 3 clusters Score -5457100 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5457835.500000 Penalty: 5231.376465
	Iteration 26Q: 3 clusters Score -5457836 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5458479.000000 Penalty: 5231.376465
	Iteration 27Q: 3 clusters Score -5458479 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5458887.000000 Penalty: 5231.376465
	Iteration 28Q: 3 clusters Score -5458887 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5459178.000000 Penalty: 5231.376465
	Iteration 29Q: 3 clusters Score -5459178 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5459421.500000 Penalty: 5231.376465
	Iteration 30Q: 3 clusters Score -5459422 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -5459624.500000 Penalty: 5231.376465
	Iteration 31Q: 3 clusters Score -5459624 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5459795.000000 Penalty: 5231.376465
	Iteration 32Q: 3 clusters Score -5459795 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5459916.500000 Penalty: 5231.376465
	Iteration 33Q: 3 clusters Score -5459916 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5460039.000000 Penalty: 5231.376465
	Iteration 34Q: 3 clusters Score -5460039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5460118.500000 Penalty: 5231.376465
	Iteration 35Q: 3 clusters Score -5460118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5460193.000000 Penalty: 5231.376465
	Iteration 36Q: 3 clusters Score -5460193 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5460214.000000 Penalty: 5231.376465
	Iteration 37Q: 3 clusters Score -5460214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5460237.500000 Penalty: 5231.376465
	Iteration 38Q: 3 clusters Score -5460238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5460259.000000 Penalty: 5231.376465
	Iteration 39Q: 3 clusters Score -5460259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5460270.500000 Penalty: 5231.376465
	Iteration 40F: 3 clusters Score -5460270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -5460305.000000 Penalty: 5231.376465
	Iteration 41Q: 3 clusters Score -5460305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -5460314.500000 Penalty: 5231.376465
	Iteration 42Q: 3 clusters Score -5460314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -5460321.500000 Penalty: 5231.376465
	Iteration 43Q: 3 clusters Score -5460322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5460327.500000 Penalty: 5231.376465
	Iteration 44Q: 3 clusters Score -5460328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5460346.500000 Penalty: 5231.376465
	Iteration 45Q: 3 clusters Score -5460346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5460347.000000 Penalty: 5231.376465
	Iteration 46Q: 3 clusters Score -5460347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5460339.000000 Penalty: 5231.376465
	Iteration 47Q: 3 clusters Score -5460339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5460352.000000 Penalty: 5231.376465
	Iteration 48Q: 3 clusters Score -5460352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5460350.500000 Penalty: 5231.376465
	Iteration 49Q: 3 clusters Score -5460350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5460355.500000 Penalty: 5231.376465
	Iteration 50Q: 3 clusters Score -5460356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5460346.500000 Penalty: 5231.376465
	Iteration 51Q: 3 clusters Score -5460346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5460352.000000 Penalty: 5231.376465
	Iteration 52Q: 3 clusters Score -5460352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5460363.500000 Penalty: 5231.376465
	Iteration 53Q: 3 clusters Score -5460364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5460373.000000 Penalty: 5231.376465
	Iteration 54Q: 3 clusters Score -5460373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5460372.000000 Penalty: 5231.376465
	Iteration 55Q: 3 clusters Score -5460372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5460382.500000 Penalty: 5231.376465
	Iteration 56Q: 3 clusters Score -5460382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5460384.000000 Penalty: 5231.376465
	Iteration 57Q: 3 clusters Score -5460384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5460377.000000 Penalty: 5231.376465
	Iteration 58Q: 3 clusters Score -5460377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5460377.500000 Penalty: 5231.376465
	Iteration 59Q: 3 clusters Score -5460378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5460378.500000 Penalty: 5231.376465
	Iteration 60F: 3 clusters Score -5460378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -5460386.500000 Penalty: 5231.376465
	Iteration 61Q: 3 clusters Score -5460386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5460382.000000 Penalty: 5231.376465
	Iteration 62Q: 3 clusters Score -5460382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5460379.000000 Penalty: 5231.376465
	Iteration 63Q: 3 clusters Score -5460379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5460378.000000 Penalty: 5231.376465
	Iteration 64Q: 3 clusters Score -5460378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5460378.000000 Penalty: 5231.376465
	Iteration 65F: 3 clusters Score -5460378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Entering Unmasked Estep 
Score: -5962241.500000 Penalty: 2637.226807
	Iteration 0F: 2 clusters Score -5962242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5934109.000000 Penalty: 5274.453613
	Iteration 0F: 3 clusters Score -5934109 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5944426.500000 Penalty: 5274.453613
	Iteration 1F: 3 clusters Score -5944426 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5944931.000000 Penalty: 5274.453613
	Iteration 2Q: 3 clusters Score -5944931 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5945416.000000 Penalty: 5274.453613
	Iteration 3Q: 3 clusters Score -5945416 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5945901.000000 Penalty: 5274.453613
	Iteration 4Q: 3 clusters Score -5945901 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5946448.500000 Penalty: 5274.453613
	Iteration 5Q: 3 clusters Score -5946448 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5947171.000000 Penalty: 5274.453613
	Iteration 6Q: 3 clusters Score -5947171 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5948225.000000 Penalty: 5274.453613
	Iteration 7F: 3 clusters Score -5948225 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5949555.000000 Penalty: 5274.453613
	Iteration 8F: 3 clusters Score -5949555 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -5951309.500000 Penalty: 5274.453613
	Iteration 9F: 3 clusters Score -5951310 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5953302.500000 Penalty: 5274.453613
	Iteration 10F: 3 clusters Score -5953302 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5955467.000000 Penalty: 5274.453613
	Iteration 11F: 3 clusters Score -5955467 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5957403.000000 Penalty: 5274.453613
	Iteration 12Q: 3 clusters Score -5957403 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5958817.500000 Penalty: 5274.453613
	Iteration 13Q: 3 clusters Score -5958818 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5959492.500000 Penalty: 5274.453613
	Iteration 14Q: 3 clusters Score -5959492 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5959786.000000 Penalty: 5274.453613
	Iteration 15Q: 3 clusters Score -5959786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5959888.000000 Penalty: 5274.453613
	Iteration 16Q: 3 clusters Score -5959888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5959930.000000 Penalty: 5274.453613
	Iteration 17Q: 3 clusters Score -5959930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5959951.000000 Penalty: 5274.453613
	Iteration 18Q: 3 clusters Score -5959951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5959964.000000 Penalty: 5274.453613
	Iteration 19Q: 3 clusters Score -5959964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5959968.500000 Penalty: 5274.453613
	Iteration 20F: 3 clusters Score -5959968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5959988.500000 Penalty: 5274.453613
	Iteration 21Q: 3 clusters Score -5959988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5959998.000000 Penalty: 5274.453613
	Iteration 22Q: 3 clusters Score -5959998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5959994.000000 Penalty: 5274.453613
	Iteration 23Q: 3 clusters Score -5959994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5960004.000000 Penalty: 5274.453613
	Iteration 24Q: 3 clusters Score -5960004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5960006.000000 Penalty: 5274.453613
	Iteration 25Q: 3 clusters Score -5960006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5960006.000000 Penalty: 5274.453613
	Iteration 26F: 3 clusters Score -5960006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -984832.437500 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -984832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -979126.625000 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -979126.6 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -980654.187500 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -980654.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -980931.562500 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -980931.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -981136.812500 Penalty: 4389.145508
	Iteration 3F: 3 clusters Score -981136.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -981301.375000 Penalty: 4389.145508
	Iteration 4Q: 3 clusters Score -981301.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -981437.437500 Penalty: 4389.145508
	Iteration 5Q: 3 clusters Score -981437.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -981555.500000 Penalty: 4389.145508
	Iteration 6Q: 3 clusters Score -981555.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -981657.812500 Penalty: 4389.145508
	Iteration 7Q: 3 clusters Score -981657.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -981755.812500 Penalty: 4389.145508
	Iteration 8Q: 3 clusters Score -981755.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -981861.250000 Penalty: 4389.145508
	Iteration 9Q: 3 clusters Score -981861.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -981968.312500 Penalty: 4389.145508
	Iteration 10Q: 3 clusters Score -981968.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -982076.937500 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -982076.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -982187.437500 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -982187.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -982283.375000 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -982283.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -982383.812500 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -982383.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -982487.687500 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -982487.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -982584.000000 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -982584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -982690.750000 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -982690.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -982771.562500 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -982771.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -982824.875000 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -982824.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -982848.437500 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -982848.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -982868.437500 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -982868.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -982877.187500 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -982877.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -982884.437500 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -982884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -982891.500000 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -982891.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -982895.437500 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -982895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -982899.937500 Penalty: 4389.145508
	Iteration 26Q: 3 clusters Score -982899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -982900.187500 Penalty: 4389.145508
	Iteration 27Q: 3 clusters Score -982900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -982902.312500 Penalty: 4389.145508
	Iteration 28Q: 3 clusters Score -982902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -982904.062500 Penalty: 4389.145508
	Iteration 29Q: 3 clusters Score -982904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -982904.125000 Penalty: 4389.145508
	Iteration 30Q: 3 clusters Score -982904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -982905.125000 Penalty: 4389.145508
	Iteration 31Q: 3 clusters Score -982905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -982905.875000 Penalty: 4389.145508
	Iteration 32Q: 3 clusters Score -982905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -982906.000000 Penalty: 4389.145508
	Iteration 33Q: 3 clusters Score -982906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -982906.000000 Penalty: 4389.145508
	Iteration 34Q: 3 clusters Score -982906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -982906.000000 Penalty: 4389.145508
	Iteration 35F: 3 clusters Score -982906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2650460.250000 Penalty: 2427.846191
	Iteration 0F: 2 clusters Score -2650460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2637836.750000 Penalty: 4855.692383
	Iteration 0F: 3 clusters Score -2637837 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2642012.500000 Penalty: 4855.692383
	Iteration 1F: 3 clusters Score -2642012 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2642396.750000 Penalty: 4855.692383
	Iteration 2F: 3 clusters Score -2642397 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2642728.500000 Penalty: 4855.692383
	Iteration 3Q: 3 clusters Score -2642728 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2643049.000000 Penalty: 4855.692383
	Iteration 4Q: 3 clusters Score -2643049 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2643352.000000 Penalty: 4855.692383
	Iteration 5Q: 3 clusters Score -2643352 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2643707.250000 Penalty: 4855.692383
	Iteration 6Q: 3 clusters Score -2643707 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2644130.250000 Penalty: 4855.692383
	Iteration 7Q: 3 clusters Score -2644130 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2644642.250000 Penalty: 4855.692383
	Iteration 8Q: 3 clusters Score -2644642 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2645268.500000 Penalty: 4855.692383
	Iteration 9F: 3 clusters Score -2645268 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2645930.250000 Penalty: 4855.692383
	Iteration 10F: 3 clusters Score -2645930 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2646519.500000 Penalty: 4855.692383
	Iteration 11Q: 3 clusters Score -2646520 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2646936.500000 Penalty: 4855.692383
	Iteration 12Q: 3 clusters Score -2646936 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2647197.000000 Penalty: 4855.692383
	Iteration 13Q: 3 clusters Score -2647197 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2647386.750000 Penalty: 4855.692383
	Iteration 14Q: 3 clusters Score -2647387 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2647507.000000 Penalty: 4855.692383
	Iteration 15Q: 3 clusters Score -2647507 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2647611.250000 Penalty: 4855.692383
	Iteration 16Q: 3 clusters Score -2647611 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2647674.250000 Penalty: 4855.692383
	Iteration 17Q: 3 clusters Score -2647674 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2647741.000000 Penalty: 4855.692383
	Iteration 18Q: 3 clusters Score -2647741 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2647809.250000 Penalty: 4855.692383
	Iteration 19Q: 3 clusters Score -2647809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2647859.000000 Penalty: 4855.692383
	Iteration 20F: 3 clusters Score -2647859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2647911.500000 Penalty: 4855.692383
	Iteration 21Q: 3 clusters Score -2647912 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2647963.000000 Penalty: 4855.692383
	Iteration 22Q: 3 clusters Score -2647963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2648008.500000 Penalty: 4855.692383
	Iteration 23Q: 3 clusters Score -2648008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2648037.750000 Penalty: 4855.692383
	Iteration 24Q: 3 clusters Score -2648038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2648059.250000 Penalty: 4855.692383
	Iteration 25Q: 3 clusters Score -2648059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2648096.250000 Penalty: 4855.692383
	Iteration 26Q: 3 clusters Score -2648096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2648128.500000 Penalty: 4855.692383
	Iteration 27Q: 3 clusters Score -2648128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2648158.750000 Penalty: 4855.692383
	Iteration 28Q: 3 clusters Score -2648159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2648181.250000 Penalty: 4855.692383
	Iteration 29Q: 3 clusters Score -2648181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2648212.500000 Penalty: 4855.692383
	Iteration 30Q: 3 clusters Score -2648212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2648228.000000 Penalty: 4855.692383
	Iteration 31Q: 3 clusters Score -2648228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2648231.750000 Penalty: 4855.692383
	Iteration 32Q: 3 clusters Score -2648232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2648246.000000 Penalty: 4855.692383
	Iteration 33Q: 3 clusters Score -2648246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2648252.250000 Penalty: 4855.692383
	Iteration 34Q: 3 clusters Score -2648252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2648272.000000 Penalty: 4855.692383
	Iteration 35Q: 3 clusters Score -2648272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2648291.750000 Penalty: 4855.692383
	Iteration 36Q: 3 clusters Score -2648292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2648302.250000 Penalty: 4855.692383
	Iteration 37Q: 3 clusters Score -2648302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2648299.500000 Penalty: 4855.692383
	Iteration 38Q: 3 clusters Score -2648300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2648310.000000 Penalty: 4855.692383
	Iteration 39Q: 3 clusters Score -2648310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2648310.500000 Penalty: 4855.692383
	Iteration 40F: 3 clusters Score -2648310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2648324.000000 Penalty: 4855.692383
	Iteration 41Q: 3 clusters Score -2648324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2648321.000000 Penalty: 4855.692383
	Iteration 42Q: 3 clusters Score -2648321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2648320.250000 Penalty: 4855.692383
	Iteration 43Q: 3 clusters Score -2648320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2648320.250000 Penalty: 4855.692383
	Iteration 44F: 3 clusters Score -2648320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79600.179688 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79600.18 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79838.937500 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79838.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79949.546875 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -79949.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80049.742188 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -80049.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80128.828125 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -80128.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80203.976562 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80203.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80252.250000 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80252.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80294.851562 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80294.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80328.867188 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80328.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80351.414062 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -80351.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80362.375000 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -80362.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80365.203125 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -80365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80365.203125 Penalty: 3186.735107
	Iteration 12F: 3 clusters Score -80365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -829028.437500 Penalty: 2146.190674
	Iteration 0F: 2 clusters Score -829028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -824069.437500 Penalty: 4292.381348
	Iteration 0F: 3 clusters Score -824069.4 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -825268.125000 Penalty: 4292.381348
	Iteration 1F: 3 clusters Score -825268.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -825450.500000 Penalty: 4292.381348
	Iteration 2F: 3 clusters Score -825450.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -825550.125000 Penalty: 4292.381348
	Iteration 3Q: 3 clusters Score -825550.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -825624.125000 Penalty: 4292.381348
	Iteration 4Q: 3 clusters Score -825624.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -825688.812500 Penalty: 4292.381348
	Iteration 5Q: 3 clusters Score -825688.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -825738.687500 Penalty: 4292.381348
	Iteration 6Q: 3 clusters Score -825738.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -825777.812500 Penalty: 4292.381348
	Iteration 7Q: 3 clusters Score -825777.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -825812.375000 Penalty: 4292.381348
	Iteration 8Q: 3 clusters Score -825812.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -825839.250000 Penalty: 4292.381348
	Iteration 9Q: 3 clusters Score -825839.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -825866.625000 Penalty: 4292.381348
	Iteration 10Q: 3 clusters Score -825866.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -825892.687500 Penalty: 4292.381348
	Iteration 11Q: 3 clusters Score -825892.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -825919.000000 Penalty: 4292.381348
	Iteration 12Q: 3 clusters Score -825919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -825942.062500 Penalty: 4292.381348
	Iteration 13Q: 3 clusters Score -825942.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -825952.625000 Penalty: 4292.381348
	Iteration 14Q: 3 clusters Score -825952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -825961.937500 Penalty: 4292.381348
	Iteration 15Q: 3 clusters Score -825961.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -825973.125000 Penalty: 4292.381348
	Iteration 16Q: 3 clusters Score -825973.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -825985.687500 Penalty: 4292.381348
	Iteration 17Q: 3 clusters Score -825985.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -825998.062500 Penalty: 4292.381348
	Iteration 18Q: 3 clusters Score -825998.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -826006.062500 Penalty: 4292.381348
	Iteration 19Q: 3 clusters Score -826006.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -826010.937500 Penalty: 4292.381348
	Iteration 20F: 3 clusters Score -826010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -826016.125000 Penalty: 4292.381348
	Iteration 21Q: 3 clusters Score -826016.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -826016.562500 Penalty: 4292.381348
	Iteration 22Q: 3 clusters Score -826016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -826018.312500 Penalty: 4292.381348
	Iteration 23Q: 3 clusters Score -826018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -826017.812500 Penalty: 4292.381348
	Iteration 24Q: 3 clusters Score -826017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -826021.687500 Penalty: 4292.381348
	Iteration 25Q: 3 clusters Score -826021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -826022.000000 Penalty: 4292.381348
	Iteration 26Q: 3 clusters Score -826022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -826023.812500 Penalty: 4292.381348
	Iteration 27Q: 3 clusters Score -826023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -826023.312500 Penalty: 4292.381348
	Iteration 28Q: 3 clusters Score -826023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -826026.062500 Penalty: 4292.381348
	Iteration 29Q: 3 clusters Score -826026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -826025.562500 Penalty: 4292.381348
	Iteration 30Q: 3 clusters Score -826025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -826027.625000 Penalty: 4292.381348
	Iteration 31Q: 3 clusters Score -826027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -826029.687500 Penalty: 4292.381348
	Iteration 32Q: 3 clusters Score -826029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -826030.875000 Penalty: 4292.381348
	Iteration 33Q: 3 clusters Score -826030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -826031.687500 Penalty: 4292.381348
	Iteration 34Q: 3 clusters Score -826031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -826034.437500 Penalty: 4292.381348
	Iteration 35Q: 3 clusters Score -826034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -826033.250000 Penalty: 4292.381348
	Iteration 36Q: 3 clusters Score -826033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -826034.250000 Penalty: 4292.381348
	Iteration 37Q: 3 clusters Score -826034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -826038.062500 Penalty: 4292.381348
	Iteration 38Q: 3 clusters Score -826038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -826039.187500 Penalty: 4292.381348
	Iteration 39Q: 3 clusters Score -826039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -826041.750000 Penalty: 4292.381348
	Iteration 40F: 3 clusters Score -826041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -826042.875000 Penalty: 4292.381348
	Iteration 41Q: 3 clusters Score -826042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -826044.812500 Penalty: 4292.381348
	Iteration 42Q: 3 clusters Score -826044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -826047.062500 Penalty: 4292.381348
	Iteration 43Q: 3 clusters Score -826047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -826049.312500 Penalty: 4292.381348
	Iteration 44Q: 3 clusters Score -826049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -826049.062500 Penalty: 4292.381348
	Iteration 45Q: 3 clusters Score -826049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -826051.125000 Penalty: 4292.381348
	Iteration 46Q: 3 clusters Score -826051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -826050.437500 Penalty: 4292.381348
	Iteration 47Q: 3 clusters Score -826050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -826051.000000 Penalty: 4292.381348
	Iteration 48Q: 3 clusters Score -826051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -826052.062500 Penalty: 4292.381348
	Iteration 49Q: 3 clusters Score -826052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -826051.250000 Penalty: 4292.381348
	Iteration 50Q: 3 clusters Score -826051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -826053.312500 Penalty: 4292.381348
	Iteration 51Q: 3 clusters Score -826053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -826053.312500 Penalty: 4292.381348
	Iteration 52Q: 3 clusters Score -826053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -826056.000000 Penalty: 4292.381348
	Iteration 53Q: 3 clusters Score -826056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -826055.125000 Penalty: 4292.381348
	Iteration 54Q: 3 clusters Score -826055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -826056.687500 Penalty: 4292.381348
	Iteration 55Q: 3 clusters Score -826056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -826058.187500 Penalty: 4292.381348
	Iteration 56Q: 3 clusters Score -826058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -826059.000000 Penalty: 4292.381348
	Iteration 57Q: 3 clusters Score -826059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -826059.437500 Penalty: 4292.381348
	Iteration 58Q: 3 clusters Score -826059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -826060.312500 Penalty: 4292.381348
	Iteration 59Q: 3 clusters Score -826060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -826061.875000 Penalty: 4292.381348
	Iteration 60F: 3 clusters Score -826061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -826060.875000 Penalty: 4292.381348
	Iteration 61Q: 3 clusters Score -826060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -826064.312500 Penalty: 4292.381348
	Iteration 62Q: 3 clusters Score -826064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -826065.687500 Penalty: 4292.381348
	Iteration 63Q: 3 clusters Score -826065.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -826068.562500 Penalty: 4292.381348
	Iteration 64Q: 3 clusters Score -826068.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -826071.500000 Penalty: 4292.381348
	Iteration 65Q: 3 clusters Score -826071.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -826072.000000 Penalty: 4292.381348
	Iteration 66Q: 3 clusters Score -826072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -826074.937500 Penalty: 4292.381348
	Iteration 67Q: 3 clusters Score -826074.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -826080.625000 Penalty: 4292.381348
	Iteration 68Q: 3 clusters Score -826080.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -826083.750000 Penalty: 4292.381348
	Iteration 69Q: 3 clusters Score -826083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -826088.250000 Penalty: 4292.381348
	Iteration 70Q: 3 clusters Score -826088.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -826094.375000 Penalty: 4292.381348
	Iteration 71Q: 3 clusters Score -826094.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -826101.000000 Penalty: 4292.381348
	Iteration 72Q: 3 clusters Score -826101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -826105.125000 Penalty: 4292.381348
	Iteration 73Q: 3 clusters Score -826105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -826107.437500 Penalty: 4292.381348
	Iteration 74Q: 3 clusters Score -826107.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -826111.562500 Penalty: 4292.381348
	Iteration 75Q: 3 clusters Score -826111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -826115.000000 Penalty: 4292.381348
	Iteration 76Q: 3 clusters Score -826115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -826120.375000 Penalty: 4292.381348
	Iteration 77Q: 3 clusters Score -826120.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -826126.375000 Penalty: 4292.381348
	Iteration 78Q: 3 clusters Score -826126.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -826134.437500 Penalty: 4292.381348
	Iteration 79Q: 3 clusters Score -826134.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -826151.062500 Penalty: 4292.381348
	Iteration 80F: 3 clusters Score -826151.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -826164.812500 Penalty: 4292.381348
	Iteration 81Q: 3 clusters Score -826164.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -826188.750000 Penalty: 4292.381348
	Iteration 82Q: 3 clusters Score -826188.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -826211.500000 Penalty: 4292.381348
	Iteration 83Q: 3 clusters Score -826211.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -826229.000000 Penalty: 4292.381348
	Iteration 84Q: 3 clusters Score -826229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -826247.312500 Penalty: 4292.381348
	Iteration 85Q: 3 clusters Score -826247.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -826267.562500 Penalty: 4292.381348
	Iteration 86Q: 3 clusters Score -826267.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826289.062500 Penalty: 4292.381348
	Iteration 87Q: 3 clusters Score -826289.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -826320.437500 Penalty: 4292.381348
	Iteration 88Q: 3 clusters Score -826320.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -826363.312500 Penalty: 4292.381348
	Iteration 89Q: 3 clusters Score -826363.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -826411.375000 Penalty: 4292.381348
	Iteration 90Q: 3 clusters Score -826411.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -826465.437500 Penalty: 4292.381348
	Iteration 91Q: 3 clusters Score -826465.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -826521.062500 Penalty: 4292.381348
	Iteration 92Q: 3 clusters Score -826521.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -826581.375000 Penalty: 4292.381348
	Iteration 93Q: 3 clusters Score -826581.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -826652.687500 Penalty: 4292.381348
	Iteration 94Q: 3 clusters Score -826652.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -826724.250000 Penalty: 4292.381348
	Iteration 95Q: 3 clusters Score -826724.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -826788.937500 Penalty: 4292.381348
	Iteration 96Q: 3 clusters Score -826788.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -826844.937500 Penalty: 4292.381348
	Iteration 97Q: 3 clusters Score -826844.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -826889.125000 Penalty: 4292.381348
	Iteration 98Q: 3 clusters Score -826889.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -826928.875000 Penalty: 4292.381348
	Iteration 99Q: 3 clusters Score -826928.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -826971.812500 Penalty: 4292.381348
	Iteration 100F: 3 clusters Score -826971.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -827010.687500 Penalty: 4292.381348
	Iteration 101Q: 3 clusters Score -827010.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -827041.250000 Penalty: 4292.381348
	Iteration 102Q: 3 clusters Score -827041.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -827062.750000 Penalty: 4292.381348
	Iteration 103Q: 3 clusters Score -827062.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -827075.312500 Penalty: 4292.381348
	Iteration 104Q: 3 clusters Score -827075.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -827085.562500 Penalty: 4292.381348
	Iteration 105Q: 3 clusters Score -827085.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -827104.812500 Penalty: 4292.381348
	Iteration 106Q: 3 clusters Score -827104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -827118.500000 Penalty: 4292.381348
	Iteration 107Q: 3 clusters Score -827118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -827128.562500 Penalty: 4292.381348
	Iteration 108Q: 3 clusters Score -827128.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -827138.062500 Penalty: 4292.381348
	Iteration 109Q: 3 clusters Score -827138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -827143.937500 Penalty: 4292.381348
	Iteration 110Q: 3 clusters Score -827143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -827150.750000 Penalty: 4292.381348
	Iteration 111Q: 3 clusters Score -827150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -827154.187500 Penalty: 4292.381348
	Iteration 112Q: 3 clusters Score -827154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -827159.937500 Penalty: 4292.381348
	Iteration 113Q: 3 clusters Score -827159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -827168.187500 Penalty: 4292.381348
	Iteration 114Q: 3 clusters Score -827168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -827175.875000 Penalty: 4292.381348
	Iteration 115Q: 3 clusters Score -827175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -827178.562500 Penalty: 4292.381348
	Iteration 116Q: 3 clusters Score -827178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -827182.312500 Penalty: 4292.381348
	Iteration 117Q: 3 clusters Score -827182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -827186.937500 Penalty: 4292.381348
	Iteration 118Q: 3 clusters Score -827186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -827190.125000 Penalty: 4292.381348
	Iteration 119Q: 3 clusters Score -827190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -827195.312500 Penalty: 4292.381348
	Iteration 120F: 3 clusters Score -827195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -827200.312500 Penalty: 4292.381348
	Iteration 121Q: 3 clusters Score -827200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -827206.187500 Penalty: 4292.381348
	Iteration 122Q: 3 clusters Score -827206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -827207.375000 Penalty: 4292.381348
	Iteration 123Q: 3 clusters Score -827207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -827206.125000 Penalty: 4292.381348
	Iteration 124Q: 3 clusters Score -827206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -827209.250000 Penalty: 4292.381348
	Iteration 125Q: 3 clusters Score -827209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -827210.000000 Penalty: 4292.381348
	Iteration 126Q: 3 clusters Score -827210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -827210.000000 Penalty: 4292.381348
	Iteration 127F: 3 clusters Score -827210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -505970.812500 Penalty: 2030.794922
	Iteration 0F: 2 clusters Score -505970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -502364.593750 Penalty: 4061.589844
	Iteration 0F: 3 clusters Score -502364.6 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -503215.312500 Penalty: 4061.589844
	Iteration 1F: 3 clusters Score -503215.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -503540.781250 Penalty: 4061.589844
	Iteration 2F: 3 clusters Score -503540.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -503757.000000 Penalty: 4061.589844
	Iteration 3F: 3 clusters Score -503757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -503936.812500 Penalty: 4061.589844
	Iteration 4F: 3 clusters Score -503936.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -504061.968750 Penalty: 4061.589844
	Iteration 5Q: 3 clusters Score -504062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -504142.343750 Penalty: 4061.589844
	Iteration 6Q: 3 clusters Score -504142.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -504209.062500 Penalty: 4061.589844
	Iteration 7Q: 3 clusters Score -504209.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -504271.875000 Penalty: 4061.589844
	Iteration 8Q: 3 clusters Score -504271.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -504333.593750 Penalty: 4061.589844
	Iteration 9Q: 3 clusters Score -504333.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -504395.718750 Penalty: 4061.589844
	Iteration 10Q: 3 clusters Score -504395.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -504443.000000 Penalty: 4061.589844
	Iteration 11Q: 3 clusters Score -504443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -504476.468750 Penalty: 4061.589844
	Iteration 12Q: 3 clusters Score -504476.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -504503.531250 Penalty: 4061.589844
	Iteration 13Q: 3 clusters Score -504503.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -504530.718750 Penalty: 4061.589844
	Iteration 14Q: 3 clusters Score -504530.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -504552.656250 Penalty: 4061.589844
	Iteration 15Q: 3 clusters Score -504552.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -504567.312500 Penalty: 4061.589844
	Iteration 16Q: 3 clusters Score -504567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -504584.906250 Penalty: 4061.589844
	Iteration 17Q: 3 clusters Score -504584.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -504593.406250 Penalty: 4061.589844
	Iteration 18Q: 3 clusters Score -504593.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -504601.468750 Penalty: 4061.589844
	Iteration 19Q: 3 clusters Score -504601.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -504611.343750 Penalty: 4061.589844
	Iteration 20F: 3 clusters Score -504611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -504617.500000 Penalty: 4061.589844
	Iteration 21Q: 3 clusters Score -504617.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -504624.968750 Penalty: 4061.589844
	Iteration 22Q: 3 clusters Score -504625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -504633.937500 Penalty: 4061.589844
	Iteration 23Q: 3 clusters Score -504633.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -504642.312500 Penalty: 4061.589844
	Iteration 24Q: 3 clusters Score -504642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -504648.531250 Penalty: 4061.589844
	Iteration 25Q: 3 clusters Score -504648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -504654.437500 Penalty: 4061.589844
	Iteration 26Q: 3 clusters Score -504654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -504659.156250 Penalty: 4061.589844
	Iteration 27Q: 3 clusters Score -504659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -504663.062500 Penalty: 4061.589844
	Iteration 28Q: 3 clusters Score -504663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -504666.218750 Penalty: 4061.589844
	Iteration 29Q: 3 clusters Score -504666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -504668.750000 Penalty: 4061.589844
	Iteration 30Q: 3 clusters Score -504668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -504672.218750 Penalty: 4061.589844
	Iteration 31Q: 3 clusters Score -504672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -504674.750000 Penalty: 4061.589844
	Iteration 32Q: 3 clusters Score -504674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -504676.843750 Penalty: 4061.589844
	Iteration 33Q: 3 clusters Score -504676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -504677.843750 Penalty: 4061.589844
	Iteration 34Q: 3 clusters Score -504677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -504680.437500 Penalty: 4061.589844
	Iteration 35Q: 3 clusters Score -504680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -504681.156250 Penalty: 4061.589844
	Iteration 36Q: 3 clusters Score -504681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -504690.906250 Penalty: 4061.589844
	Iteration 37Q: 3 clusters Score -504690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -504697.062500 Penalty: 4061.589844
	Iteration 38Q: 3 clusters Score -504697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -504700.250000 Penalty: 4061.589844
	Iteration 39Q: 3 clusters Score -504700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -504700.937500 Penalty: 4061.589844
	Iteration 40F: 3 clusters Score -504700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -504704.218750 Penalty: 4061.589844
	Iteration 41Q: 3 clusters Score -504704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -504707.687500 Penalty: 4061.589844
	Iteration 42Q: 3 clusters Score -504707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -504709.500000 Penalty: 4061.589844
	Iteration 43Q: 3 clusters Score -504709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -504710.406250 Penalty: 4061.589844
	Iteration 44Q: 3 clusters Score -504710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -504710.406250 Penalty: 4061.589844
	Iteration 45F: 3 clusters Score -504710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -374372.625000 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -374372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -371381.062500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -371381.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371991.218750 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -371991.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -372149.875000 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -372149.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372247.093750 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -372247.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -372315.718750 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -372315.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -372352.906250 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -372352.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -372378.718750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -372378.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -372409.031250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -372409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -372432.250000 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -372432.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -372447.437500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -372447.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -372460.562500 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -372460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -372471.218750 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -372471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -372478.250000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -372478.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -372482.406250 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -372482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -372485.812500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -372485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -372487.812500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -372487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -372490.562500 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -372490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -372493.843750 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -372493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -372495.531250 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -372495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -372497.468750 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -372497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -372499.781250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -372499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -372504.375000 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -372504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -372511.000000 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -372511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -372517.343750 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -372517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -372521.093750 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -372521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -372525.562500 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -372525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -372528.750000 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -372528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372533.406250 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -372533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -372537.312500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -372537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372539.406250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -372539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372542.312500 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -372542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372544.781250 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -372544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372546.375000 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -372546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -372549.250000 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -372549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -372549.062500 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -372549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372550.281250 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -372550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372550.281250 Penalty: 3894.424072
	Iteration 36F: 3 clusters Score -372550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210644 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 7780 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 34049 members 
Mstep: Class 15 contains 121059 members 
Mstep: Class 16 contains 34208 members 
Mstep: Class 17 contains 45949 members 
Mstep: Class 18 contains 109355 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27469 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 41522 members 
Mstep: Class 24 contains 6968 members 
Mstep: Class 25 contains 17849 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926024.000000 Penalty: 105449.875000
Iteration 79Q: 32 clusters Score -1.28926e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210604 members 
Mstep: Class 3 contains 20801 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 103339 members 
Mstep: Class 11 contains 23387 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 34104 members 
Mstep: Class 15 contains 121015 members 
Mstep: Class 16 contains 34196 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 109270 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27489 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 38065 members 
Mstep: Class 23 contains 41502 members 
Mstep: Class 24 contains 7019 members 
Mstep: Class 25 contains 17865 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 222 members 
Mstep: Class 31 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128926672.000000 Penalty: 105449.875000
Iteration 80F: 32 clusters Score -1.289267e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210550 members 
Mstep: Class 3 contains 20794 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 14811 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 7806 members 
Mstep: Class 10 contains 103324 members 
Mstep: Class 11 contains 23376 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 34171 members 
Mstep: Class 15 contains 120992 members 
Mstep: Class 16 contains 34186 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 109167 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 27503 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 38064 members 
Mstep: Class 23 contains 41488 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927456.000000 Penalty: 105449.875000
Iteration 81Q: 32 clusters Score -1.289275e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210517 members 
Mstep: Class 3 contains 20775 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 103323 members 
Mstep: Class 11 contains 23328 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 34227 members 
Mstep: Class 15 contains 120943 members 
Mstep: Class 16 contains 34155 members 
Mstep: Class 17 contains 46079 members 
Mstep: Class 18 contains 109072 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 710 members 
Mstep: Class 22 contains 38062 members 
Mstep: Class 23 contains 41475 members 
Mstep: Class 24 contains 7138 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927832.000000 Penalty: 105449.875000
Iteration 82Q: 32 clusters Score -1.289278e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210473 members 
Mstep: Class 3 contains 20757 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 14795 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 103315 members 
Mstep: Class 11 contains 23283 members 
Mstep: Class 12 contains 9362 members 
Mstep: Class 13 contains 599 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 120891 members 
Mstep: Class 16 contains 34118 members 
Mstep: Class 17 contains 46122 members 
Mstep: Class 18 contains 108994 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27529 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38055 members 
Mstep: Class 23 contains 41460 members 
Mstep: Class 24 contains 7209 members 
Mstep: Class 25 contains 17898 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927680.000000 Penalty: 105449.875000
Iteration 83Q: 32 clusters Score -1.289277e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210439 members 
Mstep: Class 3 contains 20747 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 103301 members 
Mstep: Class 11 contains 23235 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 34304 members 
Mstep: Class 15 contains 120827 members 
Mstep: Class 16 contains 34083 members 
Mstep: Class 17 contains 46203 members 
Mstep: Class 18 contains 108913 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27546 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38051 members 
Mstep: Class 23 contains 41445 members 
Mstep: Class 24 contains 7276 members 
Mstep: Class 25 contains 17911 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927864.000000 Penalty: 105449.875000
Iteration 84Q: 32 clusters Score -1.289279e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210393 members 
Mstep: Class 3 contains 20736 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 14841 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 103274 members 
Mstep: Class 11 contains 23204 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 34340 members 
Mstep: Class 15 contains 120783 members 
Mstep: Class 16 contains 34054 members 
Mstep: Class 17 contains 46299 members 
Mstep: Class 18 contains 108800 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27555 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38051 members 
Mstep: Class 23 contains 41429 members 
Mstep: Class 24 contains 7352 members 
Mstep: Class 25 contains 17930 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927792.000000 Penalty: 105449.875000
Iteration 85Q: 32 clusters Score -1.289278e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 210383 members 
Mstep: Class 3 contains 20721 members 
Mstep: Class 4 contains 9943 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 14865 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7806 members 
Mstep: Class 10 contains 103226 members 
Mstep: Class 11 contains 23171 members 
Mstep: Class 12 contains 9349 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 15 contains 120707 members 
Mstep: Class 16 contains 34030 members 
Mstep: Class 17 contains 46386 members 
Mstep: Class 18 contains 108713 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27563 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38055 members 
Mstep: Class 23 contains 41408 members 
Mstep: Class 24 contains 7426 members 
Mstep: Class 25 contains 17950 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3601 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927760.000000 Penalty: 105449.875000
Iteration 86Q: 32 clusters Score -1.289278e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 210371 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 103176 members 
Mstep: Class 11 contains 23146 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34401 members 
Mstep: Class 15 contains 120650 members 
Mstep: Class 16 contains 34017 members 
Mstep: Class 17 contains 46512 members 
Mstep: Class 18 contains 108573 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27564 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38056 members 
Mstep: Class 23 contains 41400 members 
Mstep: Class 24 contains 7508 members 
Mstep: Class 25 contains 17966 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928056.000000 Penalty: 105449.875000
Iteration 87Q: 32 clusters Score -1.289281e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 210336 members 
Mstep: Class 3 contains 20699 members 
Mstep: Class 4 contains 9983 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 103134 members 
Mstep: Class 11 contains 23127 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34423 members 
Mstep: Class 15 contains 120578 members 
Mstep: Class 16 contains 33986 members 
Mstep: Class 17 contains 46653 members 
Mstep: Class 18 contains 108472 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27573 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 41392 members 
Mstep: Class 24 contains 7591 members 
Mstep: Class 25 contains 17975 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128927784.000000 Penalty: 105449.875000
Iteration 88Q: 32 clusters Score -1.289278e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 210308 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 103074 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 9350 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34444 members 
Mstep: Class 15 contains 120513 members 
Mstep: Class 16 contains 33975 members 
Mstep: Class 17 contains 46749 members 
Mstep: Class 18 contains 108387 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27569 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 41377 members 
Mstep: Class 24 contains 7656 members 
Mstep: Class 25 contains 17988 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928136.000000 Penalty: 105449.875000
Iteration 89Q: 32 clusters Score -1.289281e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 210290 members 
Mstep: Class 3 contains 20682 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 14957 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 103040 members 
Mstep: Class 11 contains 23130 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34472 members 
Mstep: Class 15 contains 120453 members 
Mstep: Class 16 contains 33964 members 
Mstep: Class 17 contains 46851 members 
Mstep: Class 18 contains 108265 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 27570 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38053 members 
Mstep: Class 23 contains 41361 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 17999 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928152.000000 Penalty: 105449.875000
Iteration 90Q: 32 clusters Score -1.289282e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 210273 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 103021 members 
Mstep: Class 11 contains 23123 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34498 members 
Mstep: Class 15 contains 120384 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 46975 members 
Mstep: Class 18 contains 108120 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27569 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38051 members 
Mstep: Class 23 contains 41352 members 
Mstep: Class 24 contains 7765 members 
Mstep: Class 25 contains 18008 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928368.000000 Penalty: 105449.875000
Iteration 91Q: 32 clusters Score -1.289284e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210261 members 
Mstep: Class 3 contains 20668 members 
Mstep: Class 4 contains 10035 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 102985 members 
Mstep: Class 11 contains 23138 members 
Mstep: Class 12 contains 9355 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34509 members 
Mstep: Class 15 contains 120291 members 
Mstep: Class 16 contains 33933 members 
Mstep: Class 17 contains 47105 members 
Mstep: Class 18 contains 108005 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27563 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38050 members 
Mstep: Class 23 contains 41342 members 
Mstep: Class 24 contains 7824 members 
Mstep: Class 25 contains 18022 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928448.000000 Penalty: 105449.875000
Iteration 92Q: 32 clusters Score -1.289284e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210254 members 
Mstep: Class 3 contains 20666 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 102950 members 
Mstep: Class 11 contains 23144 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34521 members 
Mstep: Class 15 contains 120199 members 
Mstep: Class 16 contains 33911 members 
Mstep: Class 17 contains 47259 members 
Mstep: Class 18 contains 107854 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27554 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38047 members 
Mstep: Class 23 contains 41332 members 
Mstep: Class 24 contains 7899 members 
Mstep: Class 25 contains 18033 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928512.000000 Penalty: 105449.875000
Iteration 93Q: 32 clusters Score -1.289285e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210273 members 
Mstep: Class 3 contains 20658 members 
Mstep: Class 4 contains 10063 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 102901 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34530 members 
Mstep: Class 15 contains 120113 members 
Mstep: Class 16 contains 33894 members 
Mstep: Class 17 contains 47424 members 
Mstep: Class 18 contains 107702 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27544 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38044 members 
Mstep: Class 23 contains 41320 members 
Mstep: Class 24 contains 7973 members 
Mstep: Class 25 contains 18038 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928440.000000 Penalty: 105449.875000
Iteration 94Q: 32 clusters Score -1.289284e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210315 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 9734 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 102860 members 
Mstep: Class 11 contains 23119 members 
Mstep: Class 12 contains 9355 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34536 members 
Mstep: Class 15 contains 120010 members 
Mstep: Class 16 contains 33875 members 
Mstep: Class 17 contains 47574 members 
Mstep: Class 18 contains 107542 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27524 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38046 members 
Mstep: Class 23 contains 41309 members 
Mstep: Class 24 contains 8057 members 
Mstep: Class 25 contains 18044 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928416.000000 Penalty: 105449.875000
Iteration 95Q: 32 clusters Score -1.289284e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210315 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 102807 members 
Mstep: Class 11 contains 23130 members 
Mstep: Class 12 contains 9352 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34549 members 
Mstep: Class 15 contains 119953 members 
Mstep: Class 16 contains 33854 members 
Mstep: Class 17 contains 47732 members 
Mstep: Class 18 contains 107343 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27499 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38043 members 
Mstep: Class 23 contains 41304 members 
Mstep: Class 24 contains 8163 members 
Mstep: Class 25 contains 18053 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928848.000000 Penalty: 105449.875000
Iteration 96Q: 32 clusters Score -1.289288e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210343 members 
Mstep: Class 3 contains 20623 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 15065 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 102773 members 
Mstep: Class 11 contains 23133 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34551 members 
Mstep: Class 15 contains 119914 members 
Mstep: Class 16 contains 33836 members 
Mstep: Class 17 contains 47923 members 
Mstep: Class 18 contains 107057 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27485 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38041 members 
Mstep: Class 23 contains 41297 members 
Mstep: Class 24 contains 8282 members 
Mstep: Class 25 contains 18066 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928720.000000 Penalty: 105449.875000
Iteration 97Q: 32 clusters Score -1.289287e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 210326 members 
Mstep: Class 3 contains 20610 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 9785 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8035 members 
Mstep: Class 10 contains 102741 members 
Mstep: Class 11 contains 23136 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34560 members 
Mstep: Class 15 contains 119900 members 
Mstep: Class 16 contains 33816 members 
Mstep: Class 17 contains 48082 members 
Mstep: Class 18 contains 106808 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27473 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38041 members 
Mstep: Class 23 contains 41287 members 
Mstep: Class 24 contains 8377 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928680.000000 Penalty: 105449.875000
Iteration 98Q: 32 clusters Score -1.289287e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 210293 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 9795 members 
Mstep: Class 7 contains 15086 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8054 members 
Mstep: Class 10 contains 102701 members 
Mstep: Class 11 contains 23126 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34557 members 
Mstep: Class 15 contains 119875 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 48284 members 
Mstep: Class 18 contains 106587 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38041 members 
Mstep: Class 23 contains 41278 members 
Mstep: Class 24 contains 8473 members 
Mstep: Class 25 contains 18094 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128928968.000000 Penalty: 105449.875000
Iteration 99Q: 32 clusters Score -1.28929e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210296 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 10192 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 15100 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 102643 members 
Mstep: Class 11 contains 23132 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34561 members 
Mstep: Class 15 contains 119829 members 
Mstep: Class 16 contains 33778 members 
Mstep: Class 17 contains 48476 members 
Mstep: Class 18 contains 106395 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 27445 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 38042 members 
Mstep: Class 23 contains 41269 members 
Mstep: Class 24 contains 8546 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929208.000000 Penalty: 105449.875000
Iteration 100F: 32 clusters Score -1.289292e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210297 members 
Mstep: Class 3 contains 20582 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 9817 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 102580 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34545 members 
Mstep: Class 15 contains 119797 members 
Mstep: Class 16 contains 33754 members 
Mstep: Class 17 contains 48665 members 
Mstep: Class 18 contains 106223 members 
Mstep: Class 19 contains 130 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 38041 members 
Mstep: Class 23 contains 41263 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 18112 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3600 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 239 members 
Mstep: Class 31 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929336.000000 Penalty: 105449.875000
Iteration 101Q: 32 clusters Score -1.289293e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 210248 members 
Mstep: Class 3 contains 20578 members 
Mstep: Class 4 contains 10233 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 9821 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 102555 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 9374 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34546 members 
Mstep: Class 15 contains 119734 members 
Mstep: Class 16 contains 33725 members 
Mstep: Class 17 contains 48885 members 
Mstep: Class 18 contains 106045 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27370 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38040 members 
Mstep: Class 23 contains 41255 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 18115 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929776.000000 Penalty: 105449.875000
Iteration 102Q: 32 clusters Score -1.289298e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 210181 members 
Mstep: Class 3 contains 20571 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 15128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8105 members 
Mstep: Class 10 contains 102566 members 
Mstep: Class 11 contains 23205 members 
Mstep: Class 12 contains 9379 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34555 members 
Mstep: Class 15 contains 119630 members 
Mstep: Class 16 contains 33692 members 
Mstep: Class 17 contains 49084 members 
Mstep: Class 18 contains 105900 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27330 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38034 members 
Mstep: Class 23 contains 41242 members 
Mstep: Class 24 contains 8827 members 
Mstep: Class 25 contains 18121 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5735 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128929888.000000 Penalty: 105449.875000
Iteration 103Q: 32 clusters Score -1.289299e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 210119 members 
Mstep: Class 3 contains 20565 members 
Mstep: Class 4 contains 10297 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 15133 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 102572 members 
Mstep: Class 11 contains 23240 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34570 members 
Mstep: Class 15 contains 119514 members 
Mstep: Class 16 contains 33669 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 105768 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27297 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38030 members 
Mstep: Class 23 contains 41224 members 
Mstep: Class 24 contains 8908 members 
Mstep: Class 25 contains 18122 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5735 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930232.000000 Penalty: 105449.875000
Iteration 104Q: 32 clusters Score -1.289302e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 210047 members 
Mstep: Class 3 contains 20565 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 102545 members 
Mstep: Class 11 contains 23259 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34574 members 
Mstep: Class 15 contains 119421 members 
Mstep: Class 16 contains 33619 members 
Mstep: Class 17 contains 49463 members 
Mstep: Class 18 contains 105657 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27246 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 41204 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 18123 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5736 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930552.000000 Penalty: 105449.875000
Iteration 105Q: 32 clusters Score -1.289306e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209999 members 
Mstep: Class 3 contains 20563 members 
Mstep: Class 4 contains 10357 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 15151 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 102531 members 
Mstep: Class 11 contains 23293 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34557 members 
Mstep: Class 15 contains 119331 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 49630 members 
Mstep: Class 18 contains 105535 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 27189 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38030 members 
Mstep: Class 23 contains 41181 members 
Mstep: Class 24 contains 9128 members 
Mstep: Class 25 contains 18126 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5736 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930776.000000 Penalty: 105449.875000
Iteration 106Q: 32 clusters Score -1.289308e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209963 members 
Mstep: Class 3 contains 20551 members 
Mstep: Class 4 contains 10383 members 
Mstep: Class 5 contains 2281 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 102510 members 
Mstep: Class 11 contains 23328 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34533 members 
Mstep: Class 15 contains 119228 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 49799 members 
Mstep: Class 18 contains 105424 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 27134 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41161 members 
Mstep: Class 24 contains 9242 members 
Mstep: Class 25 contains 18137 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5737 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930632.000000 Penalty: 105449.875000
Iteration 107Q: 32 clusters Score -1.289306e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209918 members 
Mstep: Class 3 contains 20543 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 9950 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8166 members 
Mstep: Class 10 contains 102474 members 
Mstep: Class 11 contains 23337 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34503 members 
Mstep: Class 15 contains 119137 members 
Mstep: Class 16 contains 33552 members 
Mstep: Class 17 contains 49976 members 
Mstep: Class 18 contains 105300 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 27081 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 41147 members 
Mstep: Class 24 contains 9370 members 
Mstep: Class 25 contains 18159 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5739 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930704.000000 Penalty: 105449.875000
Iteration 108Q: 32 clusters Score -1.289307e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209879 members 
Mstep: Class 3 contains 20534 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8180 members 
Mstep: Class 10 contains 102412 members 
Mstep: Class 11 contains 23357 members 
Mstep: Class 12 contains 9377 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34493 members 
Mstep: Class 15 contains 119013 members 
Mstep: Class 16 contains 33533 members 
Mstep: Class 17 contains 50125 members 
Mstep: Class 18 contains 105201 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41138 members 
Mstep: Class 24 contains 9498 members 
Mstep: Class 25 contains 18171 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5739 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128930784.000000 Penalty: 105449.875000
Iteration 109Q: 32 clusters Score -1.289308e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209840 members 
Mstep: Class 3 contains 20531 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 15223 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 102367 members 
Mstep: Class 11 contains 23384 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34477 members 
Mstep: Class 15 contains 118891 members 
Mstep: Class 16 contains 33510 members 
Mstep: Class 17 contains 50261 members 
Mstep: Class 18 contains 105118 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41130 members 
Mstep: Class 24 contains 9621 members 
Mstep: Class 25 contains 18175 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5740 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931240.000000 Penalty: 105449.875000
Iteration 110Q: 32 clusters Score -1.289312e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209835 members 
Mstep: Class 3 contains 20521 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 10021 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 102313 members 
Mstep: Class 11 contains 23422 members 
Mstep: Class 12 contains 9375 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34479 members 
Mstep: Class 15 contains 118808 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 17 contains 50432 members 
Mstep: Class 18 contains 104957 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26944 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41108 members 
Mstep: Class 24 contains 9744 members 
Mstep: Class 25 contains 18179 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931440.000000 Penalty: 105449.875000
Iteration 111Q: 32 clusters Score -1.289314e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209832 members 
Mstep: Class 3 contains 20507 members 
Mstep: Class 4 contains 10550 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 15246 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 102237 members 
Mstep: Class 11 contains 23462 members 
Mstep: Class 12 contains 9377 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34466 members 
Mstep: Class 15 contains 118718 members 
Mstep: Class 16 contains 33420 members 
Mstep: Class 17 contains 50557 members 
Mstep: Class 18 contains 104860 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26898 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 41088 members 
Mstep: Class 24 contains 9887 members 
Mstep: Class 25 contains 18186 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931360.000000 Penalty: 105449.875000
Iteration 112Q: 32 clusters Score -1.289314e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209830 members 
Mstep: Class 3 contains 20491 members 
Mstep: Class 4 contains 10581 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 10062 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8264 members 
Mstep: Class 10 contains 102183 members 
Mstep: Class 11 contains 23508 members 
Mstep: Class 12 contains 9379 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34450 members 
Mstep: Class 15 contains 118591 members 
Mstep: Class 16 contains 33390 members 
Mstep: Class 17 contains 50681 members 
Mstep: Class 18 contains 104789 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26837 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 41079 members 
Mstep: Class 24 contains 10009 members 
Mstep: Class 25 contains 18191 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128931864.000000 Penalty: 105449.875000
Iteration 113Q: 32 clusters Score -1.289319e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209847 members 
Mstep: Class 3 contains 20480 members 
Mstep: Class 4 contains 10611 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10071 members 
Mstep: Class 7 contains 15279 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 102136 members 
Mstep: Class 11 contains 23528 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34441 members 
Mstep: Class 15 contains 118475 members 
Mstep: Class 16 contains 33356 members 
Mstep: Class 17 contains 50785 members 
Mstep: Class 18 contains 104708 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26786 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 41065 members 
Mstep: Class 24 contains 10127 members 
Mstep: Class 25 contains 18201 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932488.000000 Penalty: 105449.875000
Iteration 114Q: 32 clusters Score -1.289325e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209870 members 
Mstep: Class 3 contains 20475 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10086 members 
Mstep: Class 7 contains 15292 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8301 members 
Mstep: Class 10 contains 102098 members 
Mstep: Class 11 contains 23564 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 118369 members 
Mstep: Class 16 contains 33320 members 
Mstep: Class 17 contains 50873 members 
Mstep: Class 18 contains 104593 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26751 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 41055 members 
Mstep: Class 24 contains 10240 members 
Mstep: Class 25 contains 18214 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932808.000000 Penalty: 105449.875000
Iteration 115Q: 32 clusters Score -1.289328e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209888 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 10668 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10105 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8308 members 
Mstep: Class 10 contains 102057 members 
Mstep: Class 11 contains 23588 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34412 members 
Mstep: Class 15 contains 118307 members 
Mstep: Class 16 contains 33288 members 
Mstep: Class 17 contains 50963 members 
Mstep: Class 18 contains 104453 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 41046 members 
Mstep: Class 24 contains 10357 members 
Mstep: Class 25 contains 18243 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128932952.000000 Penalty: 105449.875000
Iteration 116Q: 32 clusters Score -1.28933e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209909 members 
Mstep: Class 3 contains 20468 members 
Mstep: Class 4 contains 10702 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 102027 members 
Mstep: Class 11 contains 23599 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34398 members 
Mstep: Class 15 contains 118263 members 
Mstep: Class 16 contains 33252 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 104303 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41029 members 
Mstep: Class 24 contains 10488 members 
Mstep: Class 25 contains 18246 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933216.000000 Penalty: 105449.875000
Iteration 117Q: 32 clusters Score -1.289332e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209898 members 
Mstep: Class 3 contains 20456 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 10138 members 
Mstep: Class 7 contains 15345 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 101999 members 
Mstep: Class 11 contains 23594 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34365 members 
Mstep: Class 15 contains 118205 members 
Mstep: Class 16 contains 33237 members 
Mstep: Class 17 contains 51145 members 
Mstep: Class 18 contains 104193 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26612 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 41018 members 
Mstep: Class 24 contains 10663 members 
Mstep: Class 25 contains 18258 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128933408.000000 Penalty: 105449.875000
Iteration 118Q: 32 clusters Score -1.289334e+08 nChanged 1735
Entering ConstructFrom: 
Score: -128933408.000000 Penalty: 105449.875000
Entering ConstructFrom: 
Trying to split cluster 1 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -151820.390625 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -151820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149806.890625 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -149806.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150120.937500 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -150120.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150200.296875 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -150200.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150251.546875 Penalty: 3489.929688
	Iteration 3Q: 3 clusters Score -150251.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150286.593750 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -150286.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150313.546875 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -150313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150326.062500 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -150326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150331.531250 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -150331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150336.390625 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -150336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150341.359375 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -150341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150343.671875 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -150343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -150344.562500 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -150344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150345.234375 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -150345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150345.234375 Penalty: 3489.929688
	Iteration 13F: 3 clusters Score -150345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (209906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209906 members 
Entering Unmasked Estep 
Score: -30716834.000000 Penalty: 3039.094971
	Iteration 0F: 2 clusters Score -3.071683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -30591044.000000 Penalty: 6078.189941
	Iteration 0F: 3 clusters Score -3.059104e+07 nChanged 100966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -30649942.000000 Penalty: 6078.189941
	Iteration 1F: 3 clusters Score -3.064994e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -30650928.000000 Penalty: 6078.189941
	Iteration 2Q: 3 clusters Score -3.065093e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -30652640.000000 Penalty: 6078.189941
	Iteration 3Q: 3 clusters Score -3.065264e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -30655240.000000 Penalty: 6078.189941
	Iteration 4Q: 3 clusters Score -3.065524e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
Score: -30659640.000000 Penalty: 6078.189941
	Iteration 5Q: 3 clusters Score -3.065964e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135170 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -30666208.000000 Penalty: 6078.189941
	Iteration 6F: 3 clusters Score -3.066621e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -30675062.000000 Penalty: 6078.189941
	Iteration 7F: 3 clusters Score -3.067506e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -30684596.000000 Penalty: 6078.189941
	Iteration 8F: 3 clusters Score -3.06846e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -30690618.000000 Penalty: 6078.189941
	Iteration 9F: 3 clusters Score -3.069062e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -30693440.000000 Penalty: 6078.189941
	Iteration 10Q: 3 clusters Score -3.069344e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -30694320.000000 Penalty: 6078.189941
	Iteration 11Q: 3 clusters Score -3.069432e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -30694520.000000 Penalty: 6078.189941
	Iteration 12Q: 3 clusters Score -3.069452e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158709 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -30694780.000000 Penalty: 6078.189941
	Iteration 13Q: 3 clusters Score -3.069478e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -30695050.000000 Penalty: 6078.189941
	Iteration 14Q: 3 clusters Score -3.069505e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -30695274.000000 Penalty: 6078.189941
	Iteration 15Q: 3 clusters Score -3.069527e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -30695690.000000 Penalty: 6078.189941
	Iteration 16Q: 3 clusters Score -3.069569e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -30695868.000000 Penalty: 6078.189941
	Iteration 17Q: 3 clusters Score -3.069587e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -30696216.000000 Penalty: 6078.189941
	Iteration 18Q: 3 clusters Score -3.069622e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -30696494.000000 Penalty: 6078.189941
	Iteration 19Q: 3 clusters Score -3.069649e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -30696560.000000 Penalty: 6078.189941
	Iteration 20F: 3 clusters Score -3.069656e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159806 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -30696718.000000 Penalty: 6078.189941
	Iteration 21Q: 3 clusters Score -3.069672e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -30697018.000000 Penalty: 6078.189941
	Iteration 22Q: 3 clusters Score -3.069702e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -30697292.000000 Penalty: 6078.189941
	Iteration 23Q: 3 clusters Score -3.069729e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -30697494.000000 Penalty: 6078.189941
	Iteration 24Q: 3 clusters Score -3.069749e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -30697702.000000 Penalty: 6078.189941
	Iteration 25Q: 3 clusters Score -3.06977e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -30697728.000000 Penalty: 6078.189941
	Iteration 26Q: 3 clusters Score -3.069773e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -30697868.000000 Penalty: 6078.189941
	Iteration 27Q: 3 clusters Score -3.069787e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -30697938.000000 Penalty: 6078.189941
	Iteration 28Q: 3 clusters Score -3.069794e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -30698090.000000 Penalty: 6078.189941
	Iteration 29Q: 3 clusters Score -3.069809e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -30698212.000000 Penalty: 6078.189941
	Iteration 30Q: 3 clusters Score -3.069821e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -30698232.000000 Penalty: 6078.189941
	Iteration 31Q: 3 clusters Score -3.069823e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -30698296.000000 Penalty: 6078.189941
	Iteration 32Q: 3 clusters Score -3.06983e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -30698438.000000 Penalty: 6078.189941
	Iteration 33Q: 3 clusters Score -3.069844e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -30698540.000000 Penalty: 6078.189941
	Iteration 34Q: 3 clusters Score -3.069854e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -30698462.000000 Penalty: 6078.189941
	Iteration 35Q: 3 clusters Score -3.069846e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -30698474.000000 Penalty: 6078.189941
	Iteration 36Q: 3 clusters Score -3.069847e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -30698332.000000 Penalty: 6078.189941
	Iteration 37Q: 3 clusters Score -3.069833e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153127 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -30698458.000000 Penalty: 6078.189941
	Iteration 38Q: 3 clusters Score -3.069846e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152486 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -30698504.000000 Penalty: 6078.189941
	Iteration 39Q: 3 clusters Score -3.06985e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151832 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -30698378.000000 Penalty: 6078.189941
	Iteration 40F: 3 clusters Score -3.069838e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -30698400.000000 Penalty: 6078.189941
	Iteration 41Q: 3 clusters Score -3.06984e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -30698278.000000 Penalty: 6078.189941
	Iteration 42Q: 3 clusters Score -3.069828e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149616 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -30698354.000000 Penalty: 6078.189941
	Iteration 43Q: 3 clusters Score -3.069835e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -30698170.000000 Penalty: 6078.189941
	Iteration 44Q: 3 clusters Score -3.069817e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -30698102.000000 Penalty: 6078.189941
	Iteration 45Q: 3 clusters Score -3.06981e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -30698120.000000 Penalty: 6078.189941
	Iteration 46Q: 3 clusters Score -3.069812e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146364 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -30698070.000000 Penalty: 6078.189941
	Iteration 47Q: 3 clusters Score -3.069807e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -30698020.000000 Penalty: 6078.189941
	Iteration 48Q: 3 clusters Score -3.069802e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -30698094.000000 Penalty: 6078.189941
	Iteration 49Q: 3 clusters Score -3.069809e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -30698032.000000 Penalty: 6078.189941
	Iteration 50Q: 3 clusters Score -3.069803e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142343 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -30697968.000000 Penalty: 6078.189941
	Iteration 51Q: 3 clusters Score -3.069797e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -30698056.000000 Penalty: 6078.189941
	Iteration 52Q: 3 clusters Score -3.069806e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -30697950.000000 Penalty: 6078.189941
	Iteration 53Q: 3 clusters Score -3.069795e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -30698092.000000 Penalty: 6078.189941
	Iteration 54Q: 3 clusters Score -3.069809e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -30698038.000000 Penalty: 6078.189941
	Iteration 55Q: 3 clusters Score -3.069804e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -30698216.000000 Penalty: 6078.189941
	Iteration 56Q: 3 clusters Score -3.069822e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -30698306.000000 Penalty: 6078.189941
	Iteration 57Q: 3 clusters Score -3.069831e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131720 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -30698286.000000 Penalty: 6078.189941
	Iteration 58Q: 3 clusters Score -3.069829e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129933 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -30698412.000000 Penalty: 6078.189941
	Iteration 59Q: 3 clusters Score -3.069841e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128093 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -30698516.000000 Penalty: 6078.189941
	Iteration 60F: 3 clusters Score -3.069852e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -30698634.000000 Penalty: 6078.189941
	Iteration 61Q: 3 clusters Score -3.069863e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -30698668.000000 Penalty: 6078.189941
	Iteration 62Q: 3 clusters Score -3.069867e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122402 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -30698764.000000 Penalty: 6078.189941
	Iteration 63Q: 3 clusters Score -3.069876e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120510 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -30698976.000000 Penalty: 6078.189941
	Iteration 64Q: 3 clusters Score -3.069898e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -30699296.000000 Penalty: 6078.189941
	Iteration 65Q: 3 clusters Score -3.06993e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116835 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -30699618.000000 Penalty: 6078.189941
	Iteration 66Q: 3 clusters Score -3.069962e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -30699986.000000 Penalty: 6078.189941
	Iteration 67Q: 3 clusters Score -3.069999e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -30700376.000000 Penalty: 6078.189941
	Iteration 68Q: 3 clusters Score -3.070038e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -30700722.000000 Penalty: 6078.189941
	Iteration 69Q: 3 clusters Score -3.070072e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -30701182.000000 Penalty: 6078.189941
	Iteration 70Q: 3 clusters Score -3.070118e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -30701680.000000 Penalty: 6078.189941
	Iteration 71Q: 3 clusters Score -3.070168e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -30702308.000000 Penalty: 6078.189941
	Iteration 72Q: 3 clusters Score -3.070231e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -30702786.000000 Penalty: 6078.189941
	Iteration 73Q: 3 clusters Score -3.070279e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -30703316.000000 Penalty: 6078.189941
	Iteration 74Q: 3 clusters Score -3.070332e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -30703878.000000 Penalty: 6078.189941
	Iteration 75Q: 3 clusters Score -3.070388e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -30704132.000000 Penalty: 6078.189941
	Iteration 76Q: 3 clusters Score -3.070413e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -30704770.000000 Penalty: 6078.189941
	Iteration 77Q: 3 clusters Score -3.070477e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -30704902.000000 Penalty: 6078.189941
	Iteration 78Q: 3 clusters Score -3.07049e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -30705298.000000 Penalty: 6078.189941
	Iteration 79Q: 3 clusters Score -3.07053e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -30705900.000000 Penalty: 6078.189941
	Iteration 80F: 3 clusters Score -3.07059e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -30706198.000000 Penalty: 6078.189941
	Iteration 81Q: 3 clusters Score -3.07062e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -30706294.000000 Penalty: 6078.189941
	Iteration 82Q: 3 clusters Score -3.070629e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -30706596.000000 Penalty: 6078.189941
	Iteration 83Q: 3 clusters Score -3.07066e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 143494 members 
Entering Unmasked Estep 
Score: -30706976.000000 Penalty: 6078.189941
	Iteration 84Q: 3 clusters Score -3.070698e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -30707566.000000 Penalty: 6078.189941
	Iteration 85Q: 3 clusters Score -3.070757e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 151232 members 
Entering Unmasked Estep 
Score: -30708130.000000 Penalty: 6078.189941
	Iteration 86Q: 3 clusters Score -3.070813e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -30708744.000000 Penalty: 6078.189941
	Iteration 87Q: 3 clusters Score -3.070874e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -30709386.000000 Penalty: 6078.189941
	Iteration 88Q: 3 clusters Score -3.070939e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 161997 members 
Entering Unmasked Estep 
Score: -30710214.000000 Penalty: 6078.189941
	Iteration 89Q: 3 clusters Score -3.071021e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -30711006.000000 Penalty: 6078.189941
	Iteration 90Q: 3 clusters Score -3.071101e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 168000 members 
Entering Unmasked Estep 
Score: -30711954.000000 Penalty: 6078.189941
	Iteration 91Q: 3 clusters Score -3.071195e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -30712562.000000 Penalty: 6078.189941
	Iteration 92Q: 3 clusters Score -3.071256e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -30713436.000000 Penalty: 6078.189941
	Iteration 93Q: 3 clusters Score -3.071344e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -30714138.000000 Penalty: 6078.189941
	Iteration 94Q: 3 clusters Score -3.071414e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 177012 members 
Entering Unmasked Estep 
Score: -30714902.000000 Penalty: 6078.189941
	Iteration 95Q: 3 clusters Score -3.07149e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -30715462.000000 Penalty: 6078.189941
	Iteration 96Q: 3 clusters Score -3.071546e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -30716028.000000 Penalty: 6078.189941
	Iteration 97Q: 3 clusters Score -3.071603e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -30716418.000000 Penalty: 6078.189941
	Iteration 98Q: 3 clusters Score -3.071642e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 183792 members 
Entering Unmasked Estep 
Score: -30716478.000000 Penalty: 6078.189941
	Iteration 99Q: 3 clusters Score -3.071648e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 185206 members 
Entering Unmasked Estep 
Score: -30717112.000000 Penalty: 6078.189941
	Iteration 100F: 3 clusters Score -3.071711e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -30717172.000000 Penalty: 6078.189941
	Iteration 101Q: 3 clusters Score -3.071717e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 188631 members 
Entering Unmasked Estep 
Score: -30717536.000000 Penalty: 6078.189941
	Iteration 102Q: 3 clusters Score -3.071754e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 190164 members 
Entering Unmasked Estep 
Score: -30718072.000000 Penalty: 6078.189941
	Iteration 103Q: 3 clusters Score -3.071807e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 191576 members 
Entering Unmasked Estep 
Score: -30718572.000000 Penalty: 6078.189941
	Iteration 104Q: 3 clusters Score -3.071857e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -30718784.000000 Penalty: 6078.189941
	Iteration 105Q: 3 clusters Score -3.071878e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 194263 members 
Entering Unmasked Estep 
Score: -30719158.000000 Penalty: 6078.189941
	Iteration 106Q: 3 clusters Score -3.071916e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 195476 members 
Entering Unmasked Estep 
Score: -30719268.000000 Penalty: 6078.189941
	Iteration 107Q: 3 clusters Score -3.071927e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 196593 members 
Entering Unmasked Estep 
Score: -30719222.000000 Penalty: 6078.189941
	Iteration 108Q: 3 clusters Score -3.071922e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 197601 members 
Entering Unmasked Estep 
Score: -30719190.000000 Penalty: 6078.189941
	Iteration 109Q: 3 clusters Score -3.071919e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 198530 members 
Entering Unmasked Estep 
Score: -30718984.000000 Penalty: 6078.189941
	Iteration 110Q: 3 clusters Score -3.071898e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 199377 members 
Entering Unmasked Estep 
Score: -30718846.000000 Penalty: 6078.189941
	Iteration 111Q: 3 clusters Score -3.071885e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 200164 members 
Entering Unmasked Estep 
Score: -30718748.000000 Penalty: 6078.189941
	Iteration 112Q: 3 clusters Score -3.071875e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 200897 members 
Entering Unmasked Estep 
Score: -30718472.000000 Penalty: 6078.189941
	Iteration 113Q: 3 clusters Score -3.071847e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 201586 members 
Entering Unmasked Estep 
Score: -30718172.000000 Penalty: 6078.189941
	Iteration 114Q: 3 clusters Score -3.071817e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 202216 members 
Entering Unmasked Estep 
Score: -30717876.000000 Penalty: 6078.189941
	Iteration 115Q: 3 clusters Score -3.071788e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 202776 members 
Entering Unmasked Estep 
Score: -30717806.000000 Penalty: 6078.189941
	Iteration 116Q: 3 clusters Score -3.071781e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 203286 members 
Entering Unmasked Estep 
Score: -30717662.000000 Penalty: 6078.189941
	Iteration 117Q: 3 clusters Score -3.071766e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 203760 members 
Entering Unmasked Estep 
Score: -30717476.000000 Penalty: 6078.189941
	Iteration 118Q: 3 clusters Score -3.071748e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -30717228.000000 Penalty: 6078.189941
	Iteration 119Q: 3 clusters Score -3.071723e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 204618 members 
Entering Unmasked Estep 
Score: -30717062.000000 Penalty: 6078.189941
	Iteration 120F: 3 clusters Score -3.071706e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -30716924.000000 Penalty: 6078.189941
	Iteration 121Q: 3 clusters Score -3.071692e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 205386 members 
Entering Unmasked Estep 
Score: -30716778.000000 Penalty: 6078.189941
	Iteration 122Q: 3 clusters Score -3.071678e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 205718 members 
Entering Unmasked Estep 
Score: -30716542.000000 Penalty: 6078.189941
	Iteration 123Q: 3 clusters Score -3.071654e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 206019 members 
Entering Unmasked Estep 
Score: -30716414.000000 Penalty: 6078.189941
	Iteration 124Q: 3 clusters Score -3.071641e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -30716276.000000 Penalty: 6078.189941
	Iteration 125Q: 3 clusters Score -3.071628e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 206608 members 
Entering Unmasked Estep 
Score: -30716138.000000 Penalty: 6078.189941
	Iteration 126Q: 3 clusters Score -3.071614e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 206849 members 
Entering Unmasked Estep 
Score: -30715974.000000 Penalty: 6078.189941
	Iteration 127Q: 3 clusters Score -3.071597e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 207063 members 
Entering Unmasked Estep 
Score: -30715894.000000 Penalty: 6078.189941
	Iteration 128Q: 3 clusters Score -3.071589e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 207249 members 
Entering Unmasked Estep 
Score: -30715864.000000 Penalty: 6078.189941
	Iteration 129Q: 3 clusters Score -3.071586e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 207434 members 
Entering Unmasked Estep 
Score: -30715772.000000 Penalty: 6078.189941
	Iteration 130Q: 3 clusters Score -3.071577e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 207596 members 
Entering Unmasked Estep 
Score: -30715680.000000 Penalty: 6078.189941
	Iteration 131Q: 3 clusters Score -3.071568e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 207753 members 
Entering Unmasked Estep 
Score: -30715552.000000 Penalty: 6078.189941
	Iteration 132Q: 3 clusters Score -3.071555e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 207901 members 
Entering Unmasked Estep 
Score: -30715542.000000 Penalty: 6078.189941
	Iteration 133Q: 3 clusters Score -3.071554e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 208024 members 
Entering Unmasked Estep 
Score: -30715510.000000 Penalty: 6078.189941
	Iteration 134Q: 3 clusters Score -3.071551e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 208133 members 
Entering Unmasked Estep 
Score: -30715456.000000 Penalty: 6078.189941
	Iteration 135Q: 3 clusters Score -3.071546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 208223 members 
Entering Unmasked Estep 
Score: -30715456.000000 Penalty: 6078.189941
	Iteration 136Q: 3 clusters Score -3.071546e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 208293 members 
Entering Unmasked Estep 
Score: -30715390.000000 Penalty: 6078.189941
	Iteration 137Q: 3 clusters Score -3.071539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 208361 members 
Entering Unmasked Estep 
Score: -30715314.000000 Penalty: 6078.189941
	Iteration 138Q: 3 clusters Score -3.071531e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 208426 members 
Entering Unmasked Estep 
Score: -30715336.000000 Penalty: 6078.189941
	Iteration 139Q: 3 clusters Score -3.071534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 208493 members 
Entering Unmasked Estep 
Score: -30715322.000000 Penalty: 6078.189941
	Iteration 140F: 3 clusters Score -3.071532e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -30715294.000000 Penalty: 6078.189941
	Iteration 141Q: 3 clusters Score -3.071529e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 208610 members 
Entering Unmasked Estep 
Score: -30715248.000000 Penalty: 6078.189941
	Iteration 142Q: 3 clusters Score -3.071525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 208652 members 
Entering Unmasked Estep 
Score: -30715240.000000 Penalty: 6078.189941
	Iteration 143Q: 3 clusters Score -3.071524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 208694 members 
Entering Unmasked Estep 
Score: -30715190.000000 Penalty: 6078.189941
	Iteration 144Q: 3 clusters Score -3.071519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 208729 members 
Entering Unmasked Estep 
Score: -30715176.000000 Penalty: 6078.189941
	Iteration 145Q: 3 clusters Score -3.071518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6078.189941
	Iteration 146Q: 3 clusters Score -3.071515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 208808 members 
Entering Unmasked Estep 
Score: -30715126.000000 Penalty: 6078.189941
	Iteration 147Q: 3 clusters Score -3.071513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 208842 members 
Entering Unmasked Estep 
Score: -30715140.000000 Penalty: 6078.189941
	Iteration 148Q: 3 clusters Score -3.071514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 208876 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6078.189941
	Iteration 149Q: 3 clusters Score -3.071513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 208898 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6078.189941
	Iteration 150Q: 3 clusters Score -3.071513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 208915 members 
Entering Unmasked Estep 
Score: -30715128.000000 Penalty: 6078.189941
	Iteration 151Q: 3 clusters Score -3.071513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 208939 members 
Entering Unmasked Estep 
Score: -30715130.000000 Penalty: 6078.189941
	Iteration 152Q: 3 clusters Score -3.071513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 208958 members 
Entering Unmasked Estep 
Score: -30715116.000000 Penalty: 6078.189941
	Iteration 153Q: 3 clusters Score -3.071512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 208971 members 
Entering Unmasked Estep 
Score: -30715104.000000 Penalty: 6078.189941
	Iteration 154Q: 3 clusters Score -3.07151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 208987 members 
Entering Unmasked Estep 
Score: -30715130.000000 Penalty: 6078.189941
	Iteration 155Q: 3 clusters Score -3.071513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 208995 members 
Entering Unmasked Estep 
Score: -30715122.000000 Penalty: 6078.189941
	Iteration 156Q: 3 clusters Score -3.071512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -30715112.000000 Penalty: 6078.189941
	Iteration 157Q: 3 clusters Score -3.071511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 209015 members 
Entering Unmasked Estep 
Score: -30715114.000000 Penalty: 6078.189941
	Iteration 158Q: 3 clusters Score -3.071511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 209025 members 
Entering Unmasked Estep 
Score: -30715098.000000 Penalty: 6078.189941
	Iteration 159Q: 3 clusters Score -3.07151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 209040 members 
Entering Unmasked Estep 
Score: -30715080.000000 Penalty: 6078.189941
	Iteration 160F: 3 clusters Score -3.071508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 209050 members 
Entering Unmasked Estep 
Score: -30715096.000000 Penalty: 6078.189941
	Iteration 161Q: 3 clusters Score -3.07151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 209067 members 
Entering Unmasked Estep 
Score: -30715090.000000 Penalty: 6078.189941
	Iteration 162Q: 3 clusters Score -3.071509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 209079 members 
Entering Unmasked Estep 
Score: -30715078.000000 Penalty: 6078.189941
	Iteration 163Q: 3 clusters Score -3.071508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 209085 members 
Entering Unmasked Estep 
Score: -30715076.000000 Penalty: 6078.189941
	Iteration 164Q: 3 clusters Score -3.071508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 209093 members 
Entering Unmasked Estep 
Score: -30715060.000000 Penalty: 6078.189941
	Iteration 165Q: 3 clusters Score -3.071506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -30715066.000000 Penalty: 6078.189941
	Iteration 166Q: 3 clusters Score -3.071507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 209098 members 
Entering Unmasked Estep 
Score: -30715062.000000 Penalty: 6078.189941
	Iteration 167Q: 3 clusters Score -3.071506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -30715068.000000 Penalty: 6078.189941
	Iteration 168Q: 3 clusters Score -3.071507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 209099 members 
Entering Unmasked Estep 
Score: -30715056.000000 Penalty: 6078.189941
	Iteration 169Q: 3 clusters Score -3.071506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 209099 members 
Entering Unmasked Estep 
Score: -30715056.000000 Penalty: 6078.189941
	Iteration 170F: 3 clusters Score -3.071506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Entering Unmasked Estep 
Score: -2896163.500000 Penalty: 2461.498291
	Iteration 0F: 2 clusters Score -2896164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2881780.250000 Penalty: 4922.996582
	Iteration 0F: 3 clusters Score -2881780 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2886752.250000 Penalty: 4922.996582
	Iteration 1F: 3 clusters Score -2886752 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2887179.750000 Penalty: 4922.996582
	Iteration 2F: 3 clusters Score -2887180 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2887570.500000 Penalty: 4922.996582
	Iteration 3Q: 3 clusters Score -2887570 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2887974.500000 Penalty: 4922.996582
	Iteration 4Q: 3 clusters Score -2887974 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2888466.250000 Penalty: 4922.996582
	Iteration 5Q: 3 clusters Score -2888466 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2889117.000000 Penalty: 4922.996582
	Iteration 6F: 3 clusters Score -2889117 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2889864.750000 Penalty: 4922.996582
	Iteration 7F: 3 clusters Score -2889865 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2890669.000000 Penalty: 4922.996582
	Iteration 8F: 3 clusters Score -2890669 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2891304.000000 Penalty: 4922.996582
	Iteration 9F: 3 clusters Score -2891304 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2891755.500000 Penalty: 4922.996582
	Iteration 10Q: 3 clusters Score -2891756 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2892013.750000 Penalty: 4922.996582
	Iteration 11Q: 3 clusters Score -2892014 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2892187.250000 Penalty: 4922.996582
	Iteration 12Q: 3 clusters Score -2892187 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2892288.750000 Penalty: 4922.996582
	Iteration 13Q: 3 clusters Score -2892289 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2892368.500000 Penalty: 4922.996582
	Iteration 14Q: 3 clusters Score -2892368 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2892419.750000 Penalty: 4922.996582
	Iteration 15Q: 3 clusters Score -2892420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2892474.500000 Penalty: 4922.996582
	Iteration 16Q: 3 clusters Score -2892474 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2892512.000000 Penalty: 4922.996582
	Iteration 17Q: 3 clusters Score -2892512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2892552.000000 Penalty: 4922.996582
	Iteration 18Q: 3 clusters Score -2892552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2892575.750000 Penalty: 4922.996582
	Iteration 19Q: 3 clusters Score -2892576 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2892608.000000 Penalty: 4922.996582
	Iteration 20F: 3 clusters Score -2892608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2892646.750000 Penalty: 4922.996582
	Iteration 21Q: 3 clusters Score -2892647 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2892692.500000 Penalty: 4922.996582
	Iteration 22Q: 3 clusters Score -2892692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2892731.250000 Penalty: 4922.996582
	Iteration 23Q: 3 clusters Score -2892731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2892768.500000 Penalty: 4922.996582
	Iteration 24Q: 3 clusters Score -2892768 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2892815.500000 Penalty: 4922.996582
	Iteration 25Q: 3 clusters Score -2892816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2892874.250000 Penalty: 4922.996582
	Iteration 26Q: 3 clusters Score -2892874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2892912.500000 Penalty: 4922.996582
	Iteration 27Q: 3 clusters Score -2892912 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2892956.750000 Penalty: 4922.996582
	Iteration 28Q: 3 clusters Score -2892957 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2893002.500000 Penalty: 4922.996582
	Iteration 29Q: 3 clusters Score -2893002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2893055.000000 Penalty: 4922.996582
	Iteration 30Q: 3 clusters Score -2893055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2893127.750000 Penalty: 4922.996582
	Iteration 31Q: 3 clusters Score -2893128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2893213.500000 Penalty: 4922.996582
	Iteration 32Q: 3 clusters Score -2893214 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2893287.250000 Penalty: 4922.996582
	Iteration 33Q: 3 clusters Score -2893287 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2893372.000000 Penalty: 4922.996582
	Iteration 34Q: 3 clusters Score -2893372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2893461.250000 Penalty: 4922.996582
	Iteration 35Q: 3 clusters Score -2893461 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2893540.750000 Penalty: 4922.996582
	Iteration 36Q: 3 clusters Score -2893541 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2893618.750000 Penalty: 4922.996582
	Iteration 37Q: 3 clusters Score -2893619 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2893703.500000 Penalty: 4922.996582
	Iteration 38Q: 3 clusters Score -2893704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2893782.500000 Penalty: 4922.996582
	Iteration 39Q: 3 clusters Score -2893782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2893876.750000 Penalty: 4922.996582
	Iteration 40F: 3 clusters Score -2893877 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2893969.500000 Penalty: 4922.996582
	Iteration 41Q: 3 clusters Score -2893970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2894047.750000 Penalty: 4922.996582
	Iteration 42Q: 3 clusters Score -2894048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2894093.500000 Penalty: 4922.996582
	Iteration 43Q: 3 clusters Score -2894094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2894151.250000 Penalty: 4922.996582
	Iteration 44Q: 3 clusters Score -2894151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2894192.000000 Penalty: 4922.996582
	Iteration 45Q: 3 clusters Score -2894192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2894225.000000 Penalty: 4922.996582
	Iteration 46Q: 3 clusters Score -2894225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2894259.500000 Penalty: 4922.996582
	Iteration 47Q: 3 clusters Score -2894260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2894290.500000 Penalty: 4922.996582
	Iteration 48Q: 3 clusters Score -2894290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2894299.500000 Penalty: 4922.996582
	Iteration 49Q: 3 clusters Score -2894300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2894312.500000 Penalty: 4922.996582
	Iteration 50Q: 3 clusters Score -2894312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2894317.750000 Penalty: 4922.996582
	Iteration 51Q: 3 clusters Score -2894318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2894325.250000 Penalty: 4922.996582
	Iteration 52Q: 3 clusters Score -2894325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2894329.250000 Penalty: 4922.996582
	Iteration 53Q: 3 clusters Score -2894329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2894339.500000 Penalty: 4922.996582
	Iteration 54Q: 3 clusters Score -2894340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2894346.000000 Penalty: 4922.996582
	Iteration 55Q: 3 clusters Score -2894346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2894349.250000 Penalty: 4922.996582
	Iteration 56Q: 3 clusters Score -2894349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2894351.000000 Penalty: 4922.996582
	Iteration 57Q: 3 clusters Score -2894351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2894352.500000 Penalty: 4922.996582
	Iteration 58Q: 3 clusters Score -2894352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2894357.250000 Penalty: 4922.996582
	Iteration 59Q: 3 clusters Score -2894357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2894357.000000 Penalty: 4922.996582
	Iteration 60F: 3 clusters Score -2894357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2894360.500000 Penalty: 4922.996582
	Iteration 61Q: 3 clusters Score -2894360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2894358.250000 Penalty: 4922.996582
	Iteration 62Q: 3 clusters Score -2894358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2894365.750000 Penalty: 4922.996582
	Iteration 63Q: 3 clusters Score -2894366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2894364.000000 Penalty: 4922.996582
	Iteration 64Q: 3 clusters Score -2894364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2894363.500000 Penalty: 4922.996582
	Iteration 65Q: 3 clusters Score -2894364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2894365.500000 Penalty: 4922.996582
	Iteration 66Q: 3 clusters Score -2894366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2894365.500000 Penalty: 4922.996582
	Iteration 67Q: 3 clusters Score -2894366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2894369.250000 Penalty: 4922.996582
	Iteration 68Q: 3 clusters Score -2894369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2894367.750000 Penalty: 4922.996582
	Iteration 69Q: 3 clusters Score -2894368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2894369.250000 Penalty: 4922.996582
	Iteration 70Q: 3 clusters Score -2894369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2894372.250000 Penalty: 4922.996582
	Iteration 71Q: 3 clusters Score -2894372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2894372.250000 Penalty: 4922.996582
	Iteration 72F: 3 clusters Score -2894372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -1536649.375000 Penalty: 2302.307373
	Iteration 0F: 2 clusters Score -1536649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1528498.625000 Penalty: 4604.614746
	Iteration 0F: 3 clusters Score -1528499 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1530817.750000 Penalty: 4604.614746
	Iteration 1F: 3 clusters Score -1530818 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1531075.875000 Penalty: 4604.614746
	Iteration 2F: 3 clusters Score -1531076 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1531259.500000 Penalty: 4604.614746
	Iteration 3Q: 3 clusters Score -1531260 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1531399.375000 Penalty: 4604.614746
	Iteration 4Q: 3 clusters Score -1531399 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1531534.000000 Penalty: 4604.614746
	Iteration 5Q: 3 clusters Score -1531534 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1531668.250000 Penalty: 4604.614746
	Iteration 6Q: 3 clusters Score -1531668 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1531794.375000 Penalty: 4604.614746
	Iteration 7Q: 3 clusters Score -1531794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1531914.625000 Penalty: 4604.614746
	Iteration 8Q: 3 clusters Score -1531915 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1532056.500000 Penalty: 4604.614746
	Iteration 9Q: 3 clusters Score -1532056 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1532237.250000 Penalty: 4604.614746
	Iteration 10Q: 3 clusters Score -1532237 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1532473.875000 Penalty: 4604.614746
	Iteration 11Q: 3 clusters Score -1532474 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1532742.375000 Penalty: 4604.614746
	Iteration 12Q: 3 clusters Score -1532742 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1533046.375000 Penalty: 4604.614746
	Iteration 13Q: 3 clusters Score -1533046 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1533405.625000 Penalty: 4604.614746
	Iteration 14Q: 3 clusters Score -1533406 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1533744.625000 Penalty: 4604.614746
	Iteration 15Q: 3 clusters Score -1533745 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1534010.625000 Penalty: 4604.614746
	Iteration 16Q: 3 clusters Score -1534011 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1534200.250000 Penalty: 4604.614746
	Iteration 17Q: 3 clusters Score -1534200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1534349.000000 Penalty: 4604.614746
	Iteration 18Q: 3 clusters Score -1534349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1534445.500000 Penalty: 4604.614746
	Iteration 19Q: 3 clusters Score -1534446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1534509.375000 Penalty: 4604.614746
	Iteration 20F: 3 clusters Score -1534509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1534551.500000 Penalty: 4604.614746
	Iteration 21Q: 3 clusters Score -1534552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1534581.625000 Penalty: 4604.614746
	Iteration 22Q: 3 clusters Score -1534582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1534599.875000 Penalty: 4604.614746
	Iteration 23Q: 3 clusters Score -1534600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1534613.875000 Penalty: 4604.614746
	Iteration 24Q: 3 clusters Score -1534614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1534625.125000 Penalty: 4604.614746
	Iteration 25Q: 3 clusters Score -1534625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1534626.625000 Penalty: 4604.614746
	Iteration 26Q: 3 clusters Score -1534627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1534629.875000 Penalty: 4604.614746
	Iteration 27Q: 3 clusters Score -1534630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1534632.125000 Penalty: 4604.614746
	Iteration 28Q: 3 clusters Score -1534632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1534633.125000 Penalty: 4604.614746
	Iteration 29Q: 3 clusters Score -1534633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1534635.875000 Penalty: 4604.614746
	Iteration 30Q: 3 clusters Score -1534636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1534639.000000 Penalty: 4604.614746
	Iteration 31Q: 3 clusters Score -1534639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1534637.000000 Penalty: 4604.614746
	Iteration 32Q: 3 clusters Score -1534637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1534641.000000 Penalty: 4604.614746
	Iteration 33Q: 3 clusters Score -1534641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1534643.375000 Penalty: 4604.614746
	Iteration 34Q: 3 clusters Score -1534643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1534648.375000 Penalty: 4604.614746
	Iteration 35Q: 3 clusters Score -1534648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1534649.625000 Penalty: 4604.614746
	Iteration 36Q: 3 clusters Score -1534650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1534653.875000 Penalty: 4604.614746
	Iteration 37Q: 3 clusters Score -1534654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1534653.875000 Penalty: 4604.614746
	Iteration 38F: 3 clusters Score -1534654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -316743.281250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -316743.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -313954.781250 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -313954.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -314480.343750 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -314480.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -314615.125000 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -314615.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -314699.406250 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -314699.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -314770.656250 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -314770.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -314852.031250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -314852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314904.437500 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -314904.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -314958.906250 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -314958.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -315015.656250 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -315015.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -315065.406250 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -315065.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -315115.906250 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -315115.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -315170.500000 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -315170.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -315219.625000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -315219.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -315250.968750 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -315251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -315273.562500 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -315273.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -315290.687500 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -315290.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -315303.593750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -315303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -315319.218750 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -315319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -315329.406250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -315329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -315345.968750 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -315346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -315381.000000 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -315381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -315409.187500 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -315409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -315426.812500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -315426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -315441.375000 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -315441.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -315455.500000 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -315455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -315464.656250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -315464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -315470.343750 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -315470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -315476.406250 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -315476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -315482.062500 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -315482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -315485.031250 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -315485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -315487.281250 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -315487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -315489.250000 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -315489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -315493.687500 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -315493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -315493.468750 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -315493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -315495.187500 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -315495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -315495.187500 Penalty: 3836.558105
	Iteration 35F: 3 clusters Score -315495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -1494238.125000 Penalty: 2287.881104
	Iteration 0F: 2 clusters Score -1494238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1486380.000000 Penalty: 4575.762207
	Iteration 0F: 3 clusters Score -1486380 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1488684.250000 Penalty: 4575.762207
	Iteration 1F: 3 clusters Score -1488684 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1489010.750000 Penalty: 4575.762207
	Iteration 2F: 3 clusters Score -1489011 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1489235.125000 Penalty: 4575.762207
	Iteration 3Q: 3 clusters Score -1489235 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1489447.750000 Penalty: 4575.762207
	Iteration 4Q: 3 clusters Score -1489448 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1489667.625000 Penalty: 4575.762207
	Iteration 5Q: 3 clusters Score -1489668 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1489901.250000 Penalty: 4575.762207
	Iteration 6Q: 3 clusters Score -1489901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1490152.750000 Penalty: 4575.762207
	Iteration 7Q: 3 clusters Score -1490153 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1490450.500000 Penalty: 4575.762207
	Iteration 8Q: 3 clusters Score -1490450 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1490797.125000 Penalty: 4575.762207
	Iteration 9Q: 3 clusters Score -1490797 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1491163.375000 Penalty: 4575.762207
	Iteration 10Q: 3 clusters Score -1491163 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1491452.500000 Penalty: 4575.762207
	Iteration 11Q: 3 clusters Score -1491452 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1491677.000000 Penalty: 4575.762207
	Iteration 12Q: 3 clusters Score -1491677 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1491844.000000 Penalty: 4575.762207
	Iteration 13Q: 3 clusters Score -1491844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1491960.250000 Penalty: 4575.762207
	Iteration 14Q: 3 clusters Score -1491960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1492039.250000 Penalty: 4575.762207
	Iteration 15Q: 3 clusters Score -1492039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1492104.625000 Penalty: 4575.762207
	Iteration 16Q: 3 clusters Score -1492105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1492145.750000 Penalty: 4575.762207
	Iteration 17Q: 3 clusters Score -1492146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1492172.625000 Penalty: 4575.762207
	Iteration 18Q: 3 clusters Score -1492173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1492194.250000 Penalty: 4575.762207
	Iteration 19Q: 3 clusters Score -1492194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1492206.875000 Penalty: 4575.762207
	Iteration 20F: 3 clusters Score -1492207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1492221.875000 Penalty: 4575.762207
	Iteration 21Q: 3 clusters Score -1492222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1492237.375000 Penalty: 4575.762207
	Iteration 22Q: 3 clusters Score -1492237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1492243.750000 Penalty: 4575.762207
	Iteration 23Q: 3 clusters Score -1492244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1492257.875000 Penalty: 4575.762207
	Iteration 24Q: 3 clusters Score -1492258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1492266.125000 Penalty: 4575.762207
	Iteration 25Q: 3 clusters Score -1492266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1492271.500000 Penalty: 4575.762207
	Iteration 26Q: 3 clusters Score -1492272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1492282.500000 Penalty: 4575.762207
	Iteration 27Q: 3 clusters Score -1492282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1492296.125000 Penalty: 4575.762207
	Iteration 28Q: 3 clusters Score -1492296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1492303.000000 Penalty: 4575.762207
	Iteration 29Q: 3 clusters Score -1492303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1492312.000000 Penalty: 4575.762207
	Iteration 30Q: 3 clusters Score -1492312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1492314.125000 Penalty: 4575.762207
	Iteration 31Q: 3 clusters Score -1492314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1492315.875000 Penalty: 4575.762207
	Iteration 32Q: 3 clusters Score -1492316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1492316.250000 Penalty: 4575.762207
	Iteration 33Q: 3 clusters Score -1492316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1492317.250000 Penalty: 4575.762207
	Iteration 34Q: 3 clusters Score -1492317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1492317.250000 Penalty: 4575.762207
	Iteration 35F: 3 clusters Score -1492317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Entering Unmasked Estep 
Score: -1976247.375000 Penalty: 2390.553223
	Iteration 0F: 2 clusters Score -1976247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1965203.875000 Penalty: 4781.106445
	Iteration 0F: 3 clusters Score -1965204 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1968896.250000 Penalty: 4781.106445
	Iteration 1F: 3 clusters Score -1968896 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1969527.875000 Penalty: 4781.106445
	Iteration 2F: 3 clusters Score -1969528 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1970124.500000 Penalty: 4781.106445
	Iteration 3F: 3 clusters Score -1970124 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1970785.750000 Penalty: 4781.106445
	Iteration 4F: 3 clusters Score -1970786 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1971494.000000 Penalty: 4781.106445
	Iteration 5F: 3 clusters Score -1971494 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1972120.375000 Penalty: 4781.106445
	Iteration 6F: 3 clusters Score -1972120 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1972723.125000 Penalty: 4781.106445
	Iteration 7F: 3 clusters Score -1972723 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1973269.500000 Penalty: 4781.106445
	Iteration 8Q: 3 clusters Score -1973270 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1973827.000000 Penalty: 4781.106445
	Iteration 9Q: 3 clusters Score -1973827 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1974285.250000 Penalty: 4781.106445
	Iteration 10Q: 3 clusters Score -1974285 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1974609.250000 Penalty: 4781.106445
	Iteration 11Q: 3 clusters Score -1974609 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1974800.625000 Penalty: 4781.106445
	Iteration 12Q: 3 clusters Score -1974801 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1974945.625000 Penalty: 4781.106445
	Iteration 13Q: 3 clusters Score -1974946 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1975044.375000 Penalty: 4781.106445
	Iteration 14Q: 3 clusters Score -1975044 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1975120.250000 Penalty: 4781.106445
	Iteration 15Q: 3 clusters Score -1975120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1975186.250000 Penalty: 4781.106445
	Iteration 16Q: 3 clusters Score -1975186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1975238.125000 Penalty: 4781.106445
	Iteration 17Q: 3 clusters Score -1975238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1975299.500000 Penalty: 4781.106445
	Iteration 18Q: 3 clusters Score -1975300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1975376.250000 Penalty: 4781.106445
	Iteration 19Q: 3 clusters Score -1975376 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1975457.500000 Penalty: 4781.106445
	Iteration 20F: 3 clusters Score -1975458 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1975600.250000 Penalty: 4781.106445
	Iteration 21Q: 3 clusters Score -1975600 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1975828.000000 Penalty: 4781.106445
	Iteration 22Q: 3 clusters Score -1975828 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1976061.500000 Penalty: 4781.106445
	Iteration 23Q: 3 clusters Score -1976062 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1976286.625000 Penalty: 4781.106445
	Iteration 24Q: 3 clusters Score -1976287 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1976387.000000 Penalty: 4781.106445
	Iteration 25Q: 3 clusters Score -1976387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1976436.375000 Penalty: 4781.106445
	Iteration 26Q: 3 clusters Score -1976436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1976456.375000 Penalty: 4781.106445
	Iteration 27Q: 3 clusters Score -1976456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1976462.125000 Penalty: 4781.106445
	Iteration 28Q: 3 clusters Score -1976462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1976469.875000 Penalty: 4781.106445
	Iteration 29Q: 3 clusters Score -1976470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1976472.500000 Penalty: 4781.106445
	Iteration 30Q: 3 clusters Score -1976472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1976477.125000 Penalty: 4781.106445
	Iteration 31Q: 3 clusters Score -1976477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1976476.000000 Penalty: 4781.106445
	Iteration 32Q: 3 clusters Score -1976476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1976475.000000 Penalty: 4781.106445
	Iteration 33Q: 3 clusters Score -1976475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1976474.125000 Penalty: 4781.106445
	Iteration 34Q: 3 clusters Score -1976474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1976479.125000 Penalty: 4781.106445
	Iteration 35Q: 3 clusters Score -1976479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1976476.875000 Penalty: 4781.106445
	Iteration 36Q: 3 clusters Score -1976477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1976473.375000 Penalty: 4781.106445
	Iteration 37Q: 3 clusters Score -1976473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1976472.250000 Penalty: 4781.106445
	Iteration 38Q: 3 clusters Score -1976472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1976472.500000 Penalty: 4781.106445
	Iteration 39Q: 3 clusters Score -1976472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1976473.500000 Penalty: 4781.106445
	Iteration 40F: 3 clusters Score -1976474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1976473.000000 Penalty: 4781.106445
	Iteration 41Q: 3 clusters Score -1976473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1976477.000000 Penalty: 4781.106445
	Iteration 42Q: 3 clusters Score -1976477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1976475.000000 Penalty: 4781.106445
	Iteration 43Q: 3 clusters Score -1976475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1976476.125000 Penalty: 4781.106445
	Iteration 44Q: 3 clusters Score -1976476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1976476.125000 Penalty: 4781.106445
	Iteration 45F: 3 clusters Score -1976476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209906 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 101949 members 
Mstep: Class 11 contains 23585 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 118125 members 
Mstep: Class 16 contains 33212 members 
Mstep: Class 17 contains 51239 members 
Mstep: Class 18 contains 104137 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 41006 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 18259 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1621 members 
Mstep: Class 32 contains 6229 members 
Entering Unmasked Estep 
Score: -128933616.000000 Penalty: 108851.484375
Splitting cluster 7 changes total score from -128933408.000000 to -128933616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -77184.664062 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -77184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75589.250000 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -75589.25 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75862.554688 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -75862.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76023.460938 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76023.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76114.148438 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -76114.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76177.484375 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -76177.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76206.195312 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76234.773438 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76234.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76271.429688 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76271.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76301.585938 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -76301.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76343.015625 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -76343.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76398.367188 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -76398.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76458.718750 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -76458.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76478.273438 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -76478.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76484.171875 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -76484.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76487.164062 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -76487.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76493.882812 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -76493.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76495.445312 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -76495.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76501.695312 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -76501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76503.625000 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -76503.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76505.960938 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -76505.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76505.960938 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -76505.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -1104630.500000 Penalty: 2237.446045
	Iteration 0F: 2 clusters Score -1104630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1098007.375000 Penalty: 4474.892090
	Iteration 0F: 3 clusters Score -1098007 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1100033.625000 Penalty: 4474.892090
	Iteration 1F: 3 clusters Score -1100034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1100427.250000 Penalty: 4474.892090
	Iteration 2F: 3 clusters Score -1100427 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1100774.625000 Penalty: 4474.892090
	Iteration 3F: 3 clusters Score -1100775 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1101103.000000 Penalty: 4474.892090
	Iteration 4F: 3 clusters Score -1101103 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1101422.375000 Penalty: 4474.892090
	Iteration 5F: 3 clusters Score -1101422 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1101704.000000 Penalty: 4474.892090
	Iteration 6Q: 3 clusters Score -1101704 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1101971.625000 Penalty: 4474.892090
	Iteration 7Q: 3 clusters Score -1101972 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1102201.625000 Penalty: 4474.892090
	Iteration 8Q: 3 clusters Score -1102202 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1102401.500000 Penalty: 4474.892090
	Iteration 9Q: 3 clusters Score -1102402 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1102577.500000 Penalty: 4474.892090
	Iteration 10Q: 3 clusters Score -1102578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1102715.000000 Penalty: 4474.892090
	Iteration 11Q: 3 clusters Score -1102715 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1102832.125000 Penalty: 4474.892090
	Iteration 12Q: 3 clusters Score -1102832 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1102936.750000 Penalty: 4474.892090
	Iteration 13Q: 3 clusters Score -1102937 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1103013.000000 Penalty: 4474.892090
	Iteration 14Q: 3 clusters Score -1103013 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1103063.625000 Penalty: 4474.892090
	Iteration 15Q: 3 clusters Score -1103064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1103101.875000 Penalty: 4474.892090
	Iteration 16Q: 3 clusters Score -1103102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1103136.875000 Penalty: 4474.892090
	Iteration 17Q: 3 clusters Score -1103137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1103160.375000 Penalty: 4474.892090
	Iteration 18Q: 3 clusters Score -1103160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1103198.375000 Penalty: 4474.892090
	Iteration 19Q: 3 clusters Score -1103198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1103226.875000 Penalty: 4474.892090
	Iteration 20F: 3 clusters Score -1103227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1103259.375000 Penalty: 4474.892090
	Iteration 21Q: 3 clusters Score -1103259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1103291.625000 Penalty: 4474.892090
	Iteration 22Q: 3 clusters Score -1103292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1103322.875000 Penalty: 4474.892090
	Iteration 23Q: 3 clusters Score -1103323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1103342.875000 Penalty: 4474.892090
	Iteration 24Q: 3 clusters Score -1103343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1103362.250000 Penalty: 4474.892090
	Iteration 25Q: 3 clusters Score -1103362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1103375.000000 Penalty: 4474.892090
	Iteration 26Q: 3 clusters Score -1103375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1103392.125000 Penalty: 4474.892090
	Iteration 27Q: 3 clusters Score -1103392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1103407.250000 Penalty: 4474.892090
	Iteration 28Q: 3 clusters Score -1103407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1103417.000000 Penalty: 4474.892090
	Iteration 29Q: 3 clusters Score -1103417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1103419.250000 Penalty: 4474.892090
	Iteration 30Q: 3 clusters Score -1103419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1103424.750000 Penalty: 4474.892090
	Iteration 31Q: 3 clusters Score -1103425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1103427.625000 Penalty: 4474.892090
	Iteration 32Q: 3 clusters Score -1103428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1103433.750000 Penalty: 4474.892090
	Iteration 33Q: 3 clusters Score -1103434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1103437.500000 Penalty: 4474.892090
	Iteration 34Q: 3 clusters Score -1103438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1103441.000000 Penalty: 4474.892090
	Iteration 35Q: 3 clusters Score -1103441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1103443.875000 Penalty: 4474.892090
	Iteration 36Q: 3 clusters Score -1103444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1103447.875000 Penalty: 4474.892090
	Iteration 37Q: 3 clusters Score -1103448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1103448.750000 Penalty: 4474.892090
	Iteration 38Q: 3 clusters Score -1103449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1103449.500000 Penalty: 4474.892090
	Iteration 39Q: 3 clusters Score -1103450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1103449.125000 Penalty: 4474.892090
	Iteration 40F: 3 clusters Score -1103449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1103450.375000 Penalty: 4474.892090
	Iteration 41Q: 3 clusters Score -1103450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1103451.500000 Penalty: 4474.892090
	Iteration 42Q: 3 clusters Score -1103452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1103454.125000 Penalty: 4474.892090
	Iteration 43Q: 3 clusters Score -1103454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1103454.250000 Penalty: 4474.892090
	Iteration 44Q: 3 clusters Score -1103454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1103453.750000 Penalty: 4474.892090
	Iteration 45Q: 3 clusters Score -1103454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1103455.250000 Penalty: 4474.892090
	Iteration 46Q: 3 clusters Score -1103455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1103457.250000 Penalty: 4474.892090
	Iteration 47Q: 3 clusters Score -1103457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1103456.625000 Penalty: 4474.892090
	Iteration 48Q: 3 clusters Score -1103457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1103456.500000 Penalty: 4474.892090
	Iteration 49Q: 3 clusters Score -1103456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1103458.250000 Penalty: 4474.892090
	Iteration 50Q: 3 clusters Score -1103458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1103459.875000 Penalty: 4474.892090
	Iteration 51Q: 3 clusters Score -1103460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1103460.375000 Penalty: 4474.892090
	Iteration 52Q: 3 clusters Score -1103460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1103458.500000 Penalty: 4474.892090
	Iteration 53Q: 3 clusters Score -1103458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1103460.625000 Penalty: 4474.892090
	Iteration 54Q: 3 clusters Score -1103461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1103460.250000 Penalty: 4474.892090
	Iteration 55Q: 3 clusters Score -1103460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1103461.250000 Penalty: 4474.892090
	Iteration 56Q: 3 clusters Score -1103461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1103461.375000 Penalty: 4474.892090
	Iteration 57Q: 3 clusters Score -1103461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1103461.375000 Penalty: 4474.892090
	Iteration 58F: 3 clusters Score -1103461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Entering Unmasked Estep 
Score: -15007050.000000 Penalty: 2859.992432
	Iteration 0F: 2 clusters Score -1.500705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -14939799.000000 Penalty: 5719.984863
	Iteration 0F: 3 clusters Score -1.49398e+07 nChanged 48108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -14967091.000000 Penalty: 5719.984863
	Iteration 1F: 3 clusters Score -1.496709e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -14967805.000000 Penalty: 5719.984863
	Iteration 2Q: 3 clusters Score -1.49678e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -14968463.000000 Penalty: 5719.984863
	Iteration 3Q: 3 clusters Score -1.496846e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -14969297.000000 Penalty: 5719.984863
	Iteration 4Q: 3 clusters Score -1.49693e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -14970337.000000 Penalty: 5719.984863
	Iteration 5Q: 3 clusters Score -1.497034e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -14971665.000000 Penalty: 5719.984863
	Iteration 6Q: 3 clusters Score -1.497166e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -14973571.000000 Penalty: 5719.984863
	Iteration 7Q: 3 clusters Score -1.497357e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -14976569.000000 Penalty: 5719.984863
	Iteration 8F: 3 clusters Score -1.497657e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -14980226.000000 Penalty: 5719.984863
	Iteration 9F: 3 clusters Score -1.498023e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -14984696.000000 Penalty: 5719.984863
	Iteration 10F: 3 clusters Score -1.49847e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -14989688.000000 Penalty: 5719.984863
	Iteration 11F: 3 clusters Score -1.498969e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -14994880.000000 Penalty: 5719.984863
	Iteration 12F: 3 clusters Score -1.499488e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -14999997.000000 Penalty: 5719.984863
	Iteration 13Q: 3 clusters Score -1.5e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -15003265.000000 Penalty: 5719.984863
	Iteration 14Q: 3 clusters Score -1.500326e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -15004840.000000 Penalty: 5719.984863
	Iteration 15Q: 3 clusters Score -1.500484e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -15005500.000000 Penalty: 5719.984863
	Iteration 16Q: 3 clusters Score -1.50055e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -15006031.000000 Penalty: 5719.984863
	Iteration 17Q: 3 clusters Score -1.500603e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -15006343.000000 Penalty: 5719.984863
	Iteration 18Q: 3 clusters Score -1.500634e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -15006571.000000 Penalty: 5719.984863
	Iteration 19Q: 3 clusters Score -1.500657e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -15006724.000000 Penalty: 5719.984863
	Iteration 20F: 3 clusters Score -1.500672e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -15006825.000000 Penalty: 5719.984863
	Iteration 21Q: 3 clusters Score -1.500682e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -15006963.000000 Penalty: 5719.984863
	Iteration 22Q: 3 clusters Score -1.500696e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -15007042.000000 Penalty: 5719.984863
	Iteration 23Q: 3 clusters Score -1.500704e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -15007067.000000 Penalty: 5719.984863
	Iteration 24Q: 3 clusters Score -1.500707e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -15007122.000000 Penalty: 5719.984863
	Iteration 25Q: 3 clusters Score -1.500712e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -15007168.000000 Penalty: 5719.984863
	Iteration 26Q: 3 clusters Score -1.500717e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -15007172.000000 Penalty: 5719.984863
	Iteration 27Q: 3 clusters Score -1.500717e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -15007224.000000 Penalty: 5719.984863
	Iteration 28Q: 3 clusters Score -1.500722e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -15007254.000000 Penalty: 5719.984863
	Iteration 29Q: 3 clusters Score -1.500725e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -15007274.000000 Penalty: 5719.984863
	Iteration 30Q: 3 clusters Score -1.500727e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -15007310.000000 Penalty: 5719.984863
	Iteration 31Q: 3 clusters Score -1.500731e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -15007314.000000 Penalty: 5719.984863
	Iteration 32Q: 3 clusters Score -1.500731e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -15007337.000000 Penalty: 5719.984863
	Iteration 33Q: 3 clusters Score -1.500734e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -15007342.000000 Penalty: 5719.984863
	Iteration 34Q: 3 clusters Score -1.500734e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -15007345.000000 Penalty: 5719.984863
	Iteration 35Q: 3 clusters Score -1.500734e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -15007375.000000 Penalty: 5719.984863
	Iteration 36Q: 3 clusters Score -1.500738e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -15007382.000000 Penalty: 5719.984863
	Iteration 37Q: 3 clusters Score -1.500738e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -15007383.000000 Penalty: 5719.984863
	Iteration 38Q: 3 clusters Score -1.500738e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -15007385.000000 Penalty: 5719.984863
	Iteration 39Q: 3 clusters Score -1.500738e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -15007383.000000 Penalty: 5719.984863
	Iteration 40F: 3 clusters Score -1.500738e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -15007394.000000 Penalty: 5719.984863
	Iteration 41Q: 3 clusters Score -1.500739e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -15007385.000000 Penalty: 5719.984863
	Iteration 42Q: 3 clusters Score -1.500738e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -15007393.000000 Penalty: 5719.984863
	Iteration 43Q: 3 clusters Score -1.500739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -15007387.000000 Penalty: 5719.984863
	Iteration 44Q: 3 clusters Score -1.500739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -15007381.000000 Penalty: 5719.984863
	Iteration 45Q: 3 clusters Score -1.500738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -15007385.000000 Penalty: 5719.984863
	Iteration 46Q: 3 clusters Score -1.500738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -15007399.000000 Penalty: 5719.984863
	Iteration 47Q: 3 clusters Score -1.50074e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -15007390.000000 Penalty: 5719.984863
	Iteration 48Q: 3 clusters Score -1.500739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -15007387.000000 Penalty: 5719.984863
	Iteration 49Q: 3 clusters Score -1.500739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -15007377.000000 Penalty: 5719.984863
	Iteration 50Q: 3 clusters Score -1.500738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -15007361.000000 Penalty: 5719.984863
	Iteration 51Q: 3 clusters Score -1.500736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -15007345.000000 Penalty: 5719.984863
	Iteration 52Q: 3 clusters Score -1.500734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -15007335.000000 Penalty: 5719.984863
	Iteration 53Q: 3 clusters Score -1.500734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -15007347.000000 Penalty: 5719.984863
	Iteration 54Q: 3 clusters Score -1.500735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -15007354.000000 Penalty: 5719.984863
	Iteration 55Q: 3 clusters Score -1.500735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -15007353.000000 Penalty: 5719.984863
	Iteration 56Q: 3 clusters Score -1.500735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -15007347.000000 Penalty: 5719.984863
	Iteration 57Q: 3 clusters Score -1.500735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -15007346.000000 Penalty: 5719.984863
	Iteration 58Q: 3 clusters Score -1.500735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -15007347.000000 Penalty: 5719.984863
	Iteration 59Q: 3 clusters Score -1.500735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -15007352.000000 Penalty: 5719.984863
	Iteration 60F: 3 clusters Score -1.500735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -15007338.000000 Penalty: 5719.984863
	Iteration 61Q: 3 clusters Score -1.500734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -15007356.000000 Penalty: 5719.984863
	Iteration 62Q: 3 clusters Score -1.500736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -15007355.000000 Penalty: 5719.984863
	Iteration 63Q: 3 clusters Score -1.500736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -15007360.000000 Penalty: 5719.984863
	Iteration 64Q: 3 clusters Score -1.500736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -15007367.000000 Penalty: 5719.984863
	Iteration 65Q: 3 clusters Score -1.500737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -15007372.000000 Penalty: 5719.984863
	Iteration 66Q: 3 clusters Score -1.500737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -15007374.000000 Penalty: 5719.984863
	Iteration 67Q: 3 clusters Score -1.500737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -15007373.000000 Penalty: 5719.984863
	Iteration 68Q: 3 clusters Score -1.500737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -15007373.000000 Penalty: 5719.984863
	Iteration 69Q: 3 clusters Score -1.500737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -15007367.000000 Penalty: 5719.984863
	Iteration 70Q: 3 clusters Score -1.500737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -15007368.000000 Penalty: 5719.984863
	Iteration 71Q: 3 clusters Score -1.500737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -15007370.000000 Penalty: 5719.984863
	Iteration 72Q: 3 clusters Score -1.500737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 5719.984863
	Iteration 73Q: 3 clusters Score -1.500736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 5719.984863
	Iteration 74Q: 3 clusters Score -1.500736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -15007358.000000 Penalty: 5719.984863
	Iteration 75Q: 3 clusters Score -1.500736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 5719.984863
	Iteration 76Q: 3 clusters Score -1.500736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 5719.984863
	Iteration 77Q: 3 clusters Score -1.500736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -15007374.000000 Penalty: 5719.984863
	Iteration 78Q: 3 clusters Score -1.500737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -15007375.000000 Penalty: 5719.984863
	Iteration 79Q: 3 clusters Score -1.500738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -15007371.000000 Penalty: 5719.984863
	Iteration 80F: 3 clusters Score -1.500737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -15007363.000000 Penalty: 5719.984863
	Iteration 81Q: 3 clusters Score -1.500736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 5719.984863
	Iteration 82Q: 3 clusters Score -1.500736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -15007368.000000 Penalty: 5719.984863
	Iteration 83Q: 3 clusters Score -1.500737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -15007375.000000 Penalty: 5719.984863
	Iteration 84Q: 3 clusters Score -1.500738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -15007368.000000 Penalty: 5719.984863
	Iteration 85Q: 3 clusters Score -1.500737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -15007362.000000 Penalty: 5719.984863
	Iteration 86Q: 3 clusters Score -1.500736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -15007363.000000 Penalty: 5719.984863
	Iteration 87Q: 3 clusters Score -1.500736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -15007364.000000 Penalty: 5719.984863
	Iteration 88Q: 3 clusters Score -1.500736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -15007368.000000 Penalty: 5719.984863
	Iteration 89Q: 3 clusters Score -1.500737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -15007376.000000 Penalty: 5719.984863
	Iteration 90Q: 3 clusters Score -1.500738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -15007372.000000 Penalty: 5719.984863
	Iteration 91Q: 3 clusters Score -1.500737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -15007377.000000 Penalty: 5719.984863
	Iteration 92Q: 3 clusters Score -1.500738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -15007389.000000 Penalty: 5719.984863
	Iteration 93Q: 3 clusters Score -1.500739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -15007389.000000 Penalty: 5719.984863
	Iteration 94Q: 3 clusters Score -1.500739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -15007380.000000 Penalty: 5719.984863
	Iteration 95Q: 3 clusters Score -1.500738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -15007386.000000 Penalty: 5719.984863
	Iteration 96Q: 3 clusters Score -1.500739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -15007406.000000 Penalty: 5719.984863
	Iteration 97Q: 3 clusters Score -1.500741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -15007401.000000 Penalty: 5719.984863
	Iteration 98Q: 3 clusters Score -1.50074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -15007394.000000 Penalty: 5719.984863
	Iteration 99Q: 3 clusters Score -1.500739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -15007379.000000 Penalty: 5719.984863
	Iteration 100F: 3 clusters Score -1.500738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -15007381.000000 Penalty: 5719.984863
	Iteration 101Q: 3 clusters Score -1.500738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -15007394.000000 Penalty: 5719.984863
	Iteration 102Q: 3 clusters Score -1.500739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -15007374.000000 Penalty: 5719.984863
	Iteration 103Q: 3 clusters Score -1.500737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -15007398.000000 Penalty: 5719.984863
	Iteration 104Q: 3 clusters Score -1.50074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -15007393.000000 Penalty: 5719.984863
	Iteration 105Q: 3 clusters Score -1.500739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -15007400.000000 Penalty: 5719.984863
	Iteration 106Q: 3 clusters Score -1.50074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -15007403.000000 Penalty: 5719.984863
	Iteration 107Q: 3 clusters Score -1.50074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -15007426.000000 Penalty: 5719.984863
	Iteration 108Q: 3 clusters Score -1.500743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -15007417.000000 Penalty: 5719.984863
	Iteration 109Q: 3 clusters Score -1.500742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -15007420.000000 Penalty: 5719.984863
	Iteration 110Q: 3 clusters Score -1.500742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -15007416.000000 Penalty: 5719.984863
	Iteration 111Q: 3 clusters Score -1.500742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -15007403.000000 Penalty: 5719.984863
	Iteration 112Q: 3 clusters Score -1.50074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -15007401.000000 Penalty: 5719.984863
	Iteration 113Q: 3 clusters Score -1.50074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -15007400.000000 Penalty: 5719.984863
	Iteration 114Q: 3 clusters Score -1.50074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -15007402.000000 Penalty: 5719.984863
	Iteration 115Q: 3 clusters Score -1.50074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -15007411.000000 Penalty: 5719.984863
	Iteration 116Q: 3 clusters Score -1.500741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -15007409.000000 Penalty: 5719.984863
	Iteration 117Q: 3 clusters Score -1.500741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -15007418.000000 Penalty: 5719.984863
	Iteration 118Q: 3 clusters Score -1.500742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -15007422.000000 Penalty: 5719.984863
	Iteration 119Q: 3 clusters Score -1.500742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -15007421.000000 Penalty: 5719.984863
	Iteration 120F: 3 clusters Score -1.500742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209906 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 25064 members 
Mstep: Class 11 contains 23585 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 118125 members 
Mstep: Class 16 contains 33212 members 
Mstep: Class 17 contains 51239 members 
Mstep: Class 18 contains 104137 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 41006 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 18259 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1621 members 
Mstep: Class 32 contains 6229 members 
Mstep: Class 33 contains 76885 members 
Entering Unmasked Estep 
Score: -128934456.000000 Penalty: 112253.093750
Splitting cluster 10 changes total score from -128933408.000000 to -128934456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (23585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Entering Unmasked Estep 
Score: -3266361.750000 Penalty: 2496.954834
	Iteration 0F: 2 clusters Score -3266362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3250061.750000 Penalty: 4993.909668
	Iteration 0F: 3 clusters Score -3250062 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3255951.750000 Penalty: 4993.909668
	Iteration 1F: 3 clusters Score -3255952 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3256743.000000 Penalty: 4993.909668
	Iteration 2F: 3 clusters Score -3256743 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3257563.750000 Penalty: 4993.909668
	Iteration 3F: 3 clusters Score -3257564 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3258294.500000 Penalty: 4993.909668
	Iteration 4F: 3 clusters Score -3258294 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3258982.000000 Penalty: 4993.909668
	Iteration 5F: 3 clusters Score -3258982 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3259612.000000 Penalty: 4993.909668
	Iteration 6F: 3 clusters Score -3259612 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3260229.250000 Penalty: 4993.909668
	Iteration 7Q: 3 clusters Score -3260229 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3260886.000000 Penalty: 4993.909668
	Iteration 8Q: 3 clusters Score -3260886 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3261526.250000 Penalty: 4993.909668
	Iteration 9Q: 3 clusters Score -3261526 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3262124.750000 Penalty: 4993.909668
	Iteration 10Q: 3 clusters Score -3262125 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3262611.750000 Penalty: 4993.909668
	Iteration 11Q: 3 clusters Score -3262612 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3263044.250000 Penalty: 4993.909668
	Iteration 12Q: 3 clusters Score -3263044 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3263392.500000 Penalty: 4993.909668
	Iteration 13Q: 3 clusters Score -3263392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3263617.500000 Penalty: 4993.909668
	Iteration 14Q: 3 clusters Score -3263618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3263806.250000 Penalty: 4993.909668
	Iteration 15Q: 3 clusters Score -3263806 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3263953.250000 Penalty: 4993.909668
	Iteration 16Q: 3 clusters Score -3263953 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3264056.750000 Penalty: 4993.909668
	Iteration 17Q: 3 clusters Score -3264057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3264127.250000 Penalty: 4993.909668
	Iteration 18Q: 3 clusters Score -3264127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3264178.500000 Penalty: 4993.909668
	Iteration 19Q: 3 clusters Score -3264178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3264211.250000 Penalty: 4993.909668
	Iteration 20F: 3 clusters Score -3264211 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3264238.500000 Penalty: 4993.909668
	Iteration 21Q: 3 clusters Score -3264238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3264255.500000 Penalty: 4993.909668
	Iteration 22Q: 3 clusters Score -3264256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3264288.250000 Penalty: 4993.909668
	Iteration 23Q: 3 clusters Score -3264288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3264302.000000 Penalty: 4993.909668
	Iteration 24Q: 3 clusters Score -3264302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3264311.750000 Penalty: 4993.909668
	Iteration 25Q: 3 clusters Score -3264312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3264329.000000 Penalty: 4993.909668
	Iteration 26Q: 3 clusters Score -3264329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3264339.750000 Penalty: 4993.909668
	Iteration 27Q: 3 clusters Score -3264340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3264350.250000 Penalty: 4993.909668
	Iteration 28Q: 3 clusters Score -3264350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3264360.250000 Penalty: 4993.909668
	Iteration 29Q: 3 clusters Score -3264360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3264367.000000 Penalty: 4993.909668
	Iteration 30Q: 3 clusters Score -3264367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3264374.000000 Penalty: 4993.909668
	Iteration 31Q: 3 clusters Score -3264374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3264381.250000 Penalty: 4993.909668
	Iteration 32Q: 3 clusters Score -3264381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3264390.250000 Penalty: 4993.909668
	Iteration 33Q: 3 clusters Score -3264390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3264394.500000 Penalty: 4993.909668
	Iteration 34Q: 3 clusters Score -3264394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3264394.750000 Penalty: 4993.909668
	Iteration 35Q: 3 clusters Score -3264395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3264399.000000 Penalty: 4993.909668
	Iteration 36Q: 3 clusters Score -3264399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3264407.000000 Penalty: 4993.909668
	Iteration 37Q: 3 clusters Score -3264407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3264411.500000 Penalty: 4993.909668
	Iteration 38Q: 3 clusters Score -3264412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3264413.750000 Penalty: 4993.909668
	Iteration 39Q: 3 clusters Score -3264414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3264421.750000 Penalty: 4993.909668
	Iteration 40F: 3 clusters Score -3264422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3264432.250000 Penalty: 4993.909668
	Iteration 41Q: 3 clusters Score -3264432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3264436.000000 Penalty: 4993.909668
	Iteration 42Q: 3 clusters Score -3264436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3264440.000000 Penalty: 4993.909668
	Iteration 43Q: 3 clusters Score -3264440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3264440.750000 Penalty: 4993.909668
	Iteration 44Q: 3 clusters Score -3264441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3264443.250000 Penalty: 4993.909668
	Iteration 45Q: 3 clusters Score -3264443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3264444.750000 Penalty: 4993.909668
	Iteration 46Q: 3 clusters Score -3264445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3264444.250000 Penalty: 4993.909668
	Iteration 47Q: 3 clusters Score -3264444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3264446.750000 Penalty: 4993.909668
	Iteration 48Q: 3 clusters Score -3264447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3264450.250000 Penalty: 4993.909668
	Iteration 49Q: 3 clusters Score -3264450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3264449.250000 Penalty: 4993.909668
	Iteration 50Q: 3 clusters Score -3264449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3264451.000000 Penalty: 4993.909668
	Iteration 51Q: 3 clusters Score -3264451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3264452.500000 Penalty: 4993.909668
	Iteration 52Q: 3 clusters Score -3264452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3264451.250000 Penalty: 4993.909668
	Iteration 53Q: 3 clusters Score -3264451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3264451.000000 Penalty: 4993.909668
	Iteration 54Q: 3 clusters Score -3264451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3264454.750000 Penalty: 4993.909668
	Iteration 55Q: 3 clusters Score -3264455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3264454.750000 Penalty: 4993.909668
	Iteration 56F: 3 clusters Score -3264455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Entering Unmasked Estep 
Score: -1268877.000000 Penalty: 2268.185303
	Iteration 0F: 2 clusters Score -1268877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1261534.250000 Penalty: 4536.370605
	Iteration 0F: 3 clusters Score -1261534 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1263726.250000 Penalty: 4536.370605
	Iteration 1F: 3 clusters Score -1263726 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1264038.000000 Penalty: 4536.370605
	Iteration 2F: 3 clusters Score -1264038 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1264276.125000 Penalty: 4536.370605
	Iteration 3F: 3 clusters Score -1264276 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1264453.875000 Penalty: 4536.370605
	Iteration 4Q: 3 clusters Score -1264454 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1264596.000000 Penalty: 4536.370605
	Iteration 5Q: 3 clusters Score -1264596 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1264718.750000 Penalty: 4536.370605
	Iteration 6Q: 3 clusters Score -1264719 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1264794.625000 Penalty: 4536.370605
	Iteration 7Q: 3 clusters Score -1264795 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1264875.125000 Penalty: 4536.370605
	Iteration 8Q: 3 clusters Score -1264875 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1264966.250000 Penalty: 4536.370605
	Iteration 9Q: 3 clusters Score -1264966 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1265065.875000 Penalty: 4536.370605
	Iteration 10Q: 3 clusters Score -1265066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1265177.750000 Penalty: 4536.370605
	Iteration 11Q: 3 clusters Score -1265178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1265320.125000 Penalty: 4536.370605
	Iteration 12Q: 3 clusters Score -1265320 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1265477.750000 Penalty: 4536.370605
	Iteration 13Q: 3 clusters Score -1265478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1265666.875000 Penalty: 4536.370605
	Iteration 14Q: 3 clusters Score -1265667 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1265849.375000 Penalty: 4536.370605
	Iteration 15Q: 3 clusters Score -1265849 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1266017.125000 Penalty: 4536.370605
	Iteration 16Q: 3 clusters Score -1266017 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1266191.750000 Penalty: 4536.370605
	Iteration 17Q: 3 clusters Score -1266192 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1266332.125000 Penalty: 4536.370605
	Iteration 18Q: 3 clusters Score -1266332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1266442.500000 Penalty: 4536.370605
	Iteration 19Q: 3 clusters Score -1266442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1266518.125000 Penalty: 4536.370605
	Iteration 20F: 3 clusters Score -1266518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1266587.125000 Penalty: 4536.370605
	Iteration 21Q: 3 clusters Score -1266587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1266653.125000 Penalty: 4536.370605
	Iteration 22Q: 3 clusters Score -1266653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1266700.875000 Penalty: 4536.370605
	Iteration 23Q: 3 clusters Score -1266701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1266737.500000 Penalty: 4536.370605
	Iteration 24Q: 3 clusters Score -1266738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1266772.125000 Penalty: 4536.370605
	Iteration 25Q: 3 clusters Score -1266772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1266801.750000 Penalty: 4536.370605
	Iteration 26Q: 3 clusters Score -1266802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1266830.250000 Penalty: 4536.370605
	Iteration 27Q: 3 clusters Score -1266830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1266845.625000 Penalty: 4536.370605
	Iteration 28Q: 3 clusters Score -1266846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1266859.000000 Penalty: 4536.370605
	Iteration 29Q: 3 clusters Score -1266859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1266867.250000 Penalty: 4536.370605
	Iteration 30Q: 3 clusters Score -1266867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1266887.750000 Penalty: 4536.370605
	Iteration 31Q: 3 clusters Score -1266888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1266906.000000 Penalty: 4536.370605
	Iteration 32Q: 3 clusters Score -1266906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1266923.125000 Penalty: 4536.370605
	Iteration 33Q: 3 clusters Score -1266923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1266930.250000 Penalty: 4536.370605
	Iteration 34Q: 3 clusters Score -1266930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1266933.750000 Penalty: 4536.370605
	Iteration 35Q: 3 clusters Score -1266934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1266941.750000 Penalty: 4536.370605
	Iteration 36Q: 3 clusters Score -1266942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1266944.375000 Penalty: 4536.370605
	Iteration 37Q: 3 clusters Score -1266944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1266946.375000 Penalty: 4536.370605
	Iteration 38Q: 3 clusters Score -1266946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1266946.375000 Penalty: 4536.370605
	Iteration 39F: 3 clusters Score -1266946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -78940.328125 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -78940.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77354.578125 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -77354.58 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77620.734375 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -77620.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77723.414062 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -77723.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77792.859375 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -77792.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77839.218750 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -77839.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77865.476562 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -77865.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77893.484375 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -77893.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77915.507812 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -77915.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77933.382812 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -77933.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77950.234375 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -77950.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77965.210938 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -77965.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77979.984375 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -77979.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77993.476562 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -77993.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78000.796875 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -78000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78004.976562 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -78004.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78016.421875 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -78016.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78025.679688 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -78025.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78030.078125 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -78030.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78033.679688 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -78033.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78033.679688 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -78033.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Entering Unmasked Estep 
Score: -5076409.500000 Penalty: 2590.135742
	Iteration 0F: 2 clusters Score -5076410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5052968.000000 Penalty: 5180.271484
	Iteration 0F: 3 clusters Score -5052968 nChanged 15549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5061209.500000 Penalty: 5180.271484
	Iteration 1F: 3 clusters Score -5061210 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5061671.500000 Penalty: 5180.271484
	Iteration 2Q: 3 clusters Score -5061672 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -5062043.500000 Penalty: 5180.271484
	Iteration 3Q: 3 clusters Score -5062044 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -5062389.500000 Penalty: 5180.271484
	Iteration 4Q: 3 clusters Score -5062390 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5062810.000000 Penalty: 5180.271484
	Iteration 5Q: 3 clusters Score -5062810 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5063255.000000 Penalty: 5180.271484
	Iteration 6Q: 3 clusters Score -5063255 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5063820.000000 Penalty: 5180.271484
	Iteration 7Q: 3 clusters Score -5063820 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5064401.500000 Penalty: 5180.271484
	Iteration 8Q: 3 clusters Score -5064402 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5065064.500000 Penalty: 5180.271484
	Iteration 9Q: 3 clusters Score -5065064 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5065824.500000 Penalty: 5180.271484
	Iteration 10Q: 3 clusters Score -5065824 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5066821.000000 Penalty: 5180.271484
	Iteration 11Q: 3 clusters Score -5066821 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5067960.500000 Penalty: 5180.271484
	Iteration 12Q: 3 clusters Score -5067960 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5069055.000000 Penalty: 5180.271484
	Iteration 13Q: 3 clusters Score -5069055 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5070085.000000 Penalty: 5180.271484
	Iteration 14Q: 3 clusters Score -5070085 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5070910.500000 Penalty: 5180.271484
	Iteration 15Q: 3 clusters Score -5070910 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5071624.000000 Penalty: 5180.271484
	Iteration 16Q: 3 clusters Score -5071624 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5072152.500000 Penalty: 5180.271484
	Iteration 17Q: 3 clusters Score -5072152 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5072641.000000 Penalty: 5180.271484
	Iteration 18Q: 3 clusters Score -5072641 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -5073006.500000 Penalty: 5180.271484
	Iteration 19Q: 3 clusters Score -5073006 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5073282.500000 Penalty: 5180.271484
	Iteration 20F: 3 clusters Score -5073282 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5073498.500000 Penalty: 5180.271484
	Iteration 21Q: 3 clusters Score -5073498 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5073661.000000 Penalty: 5180.271484
	Iteration 22Q: 3 clusters Score -5073661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5073780.000000 Penalty: 5180.271484
	Iteration 23Q: 3 clusters Score -5073780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5073888.500000 Penalty: 5180.271484
	Iteration 24Q: 3 clusters Score -5073888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5073981.000000 Penalty: 5180.271484
	Iteration 25Q: 3 clusters Score -5073981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5074037.500000 Penalty: 5180.271484
	Iteration 26Q: 3 clusters Score -5074038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5074069.000000 Penalty: 5180.271484
	Iteration 27Q: 3 clusters Score -5074069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -5074091.000000 Penalty: 5180.271484
	Iteration 28Q: 3 clusters Score -5074091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5074103.500000 Penalty: 5180.271484
	Iteration 29Q: 3 clusters Score -5074104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5074115.500000 Penalty: 5180.271484
	Iteration 30Q: 3 clusters Score -5074116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5074132.000000 Penalty: 5180.271484
	Iteration 31Q: 3 clusters Score -5074132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5074139.000000 Penalty: 5180.271484
	Iteration 32Q: 3 clusters Score -5074139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5074155.000000 Penalty: 5180.271484
	Iteration 33Q: 3 clusters Score -5074155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5074177.000000 Penalty: 5180.271484
	Iteration 34Q: 3 clusters Score -5074177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5074183.500000 Penalty: 5180.271484
	Iteration 35Q: 3 clusters Score -5074184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -5074190.500000 Penalty: 5180.271484
	Iteration 36Q: 3 clusters Score -5074190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -5074193.500000 Penalty: 5180.271484
	Iteration 37Q: 3 clusters Score -5074194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5074197.500000 Penalty: 5180.271484
	Iteration 38Q: 3 clusters Score -5074198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5074217.000000 Penalty: 5180.271484
	Iteration 39Q: 3 clusters Score -5074217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5074224.000000 Penalty: 5180.271484
	Iteration 40F: 3 clusters Score -5074224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5074227.500000 Penalty: 5180.271484
	Iteration 41Q: 3 clusters Score -5074228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5074237.000000 Penalty: 5180.271484
	Iteration 42Q: 3 clusters Score -5074237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -5074246.000000 Penalty: 5180.271484
	Iteration 43Q: 3 clusters Score -5074246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -5074251.500000 Penalty: 5180.271484
	Iteration 44Q: 3 clusters Score -5074252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -5074259.000000 Penalty: 5180.271484
	Iteration 45Q: 3 clusters Score -5074259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5074264.000000 Penalty: 5180.271484
	Iteration 46Q: 3 clusters Score -5074264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5074269.000000 Penalty: 5180.271484
	Iteration 47Q: 3 clusters Score -5074269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -5074271.500000 Penalty: 5180.271484
	Iteration 48Q: 3 clusters Score -5074272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -5074271.000000 Penalty: 5180.271484
	Iteration 49Q: 3 clusters Score -5074271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5074277.000000 Penalty: 5180.271484
	Iteration 50Q: 3 clusters Score -5074277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -5074279.500000 Penalty: 5180.271484
	Iteration 51Q: 3 clusters Score -5074280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5074282.500000 Penalty: 5180.271484
	Iteration 52Q: 3 clusters Score -5074282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5074285.000000 Penalty: 5180.271484
	Iteration 53Q: 3 clusters Score -5074285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5074285.500000 Penalty: 5180.271484
	Iteration 54Q: 3 clusters Score -5074286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5074288.000000 Penalty: 5180.271484
	Iteration 55Q: 3 clusters Score -5074288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -5074285.500000 Penalty: 5180.271484
	Iteration 56Q: 3 clusters Score -5074286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5074289.000000 Penalty: 5180.271484
	Iteration 57Q: 3 clusters Score -5074289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5074289.000000 Penalty: 5180.271484
	Iteration 58F: 3 clusters Score -5074289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (118125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118125 members 
Entering Unmasked Estep 
Score: -17368642.000000 Penalty: 2896.515625
	Iteration 0F: 2 clusters Score -1.736864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -17291856.000000 Penalty: 5793.031250
	Iteration 0F: 3 clusters Score -1.729186e+07 nChanged 56143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -17324040.000000 Penalty: 5793.031250
	Iteration 1F: 3 clusters Score -1.732404e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -17324922.000000 Penalty: 5793.031250
	Iteration 2Q: 3 clusters Score -1.732492e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -17325874.000000 Penalty: 5793.031250
	Iteration 3Q: 3 clusters Score -1.732587e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -17327282.000000 Penalty: 5793.031250
	Iteration 4Q: 3 clusters Score -1.732728e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -17329868.000000 Penalty: 5793.031250
	Iteration 5Q: 3 clusters Score -1.732987e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -17334632.000000 Penalty: 5793.031250
	Iteration 6F: 3 clusters Score -1.733463e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -17342276.000000 Penalty: 5793.031250
	Iteration 7F: 3 clusters Score -1.734228e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -17351846.000000 Penalty: 5793.031250
	Iteration 8F: 3 clusters Score -1.735185e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -17359450.000000 Penalty: 5793.031250
	Iteration 9F: 3 clusters Score -1.735945e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -17363454.000000 Penalty: 5793.031250
	Iteration 10Q: 3 clusters Score -1.736345e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17365154.000000 Penalty: 5793.031250
	Iteration 11Q: 3 clusters Score -1.736515e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17365730.000000 Penalty: 5793.031250
	Iteration 12Q: 3 clusters Score -1.736573e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17366030.000000 Penalty: 5793.031250
	Iteration 13Q: 3 clusters Score -1.736603e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17366166.000000 Penalty: 5793.031250
	Iteration 14Q: 3 clusters Score -1.736617e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -17366250.000000 Penalty: 5793.031250
	Iteration 15Q: 3 clusters Score -1.736625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -17366320.000000 Penalty: 5793.031250
	Iteration 16Q: 3 clusters Score -1.736632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17366340.000000 Penalty: 5793.031250
	Iteration 17Q: 3 clusters Score -1.736634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17366370.000000 Penalty: 5793.031250
	Iteration 18Q: 3 clusters Score -1.736637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17366394.000000 Penalty: 5793.031250
	Iteration 19Q: 3 clusters Score -1.736639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117547 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -17366404.000000 Penalty: 5793.031250
	Iteration 20F: 3 clusters Score -1.73664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -17366418.000000 Penalty: 5793.031250
	Iteration 21Q: 3 clusters Score -1.736642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117557 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17366408.000000 Penalty: 5793.031250
	Iteration 22Q: 3 clusters Score -1.736641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17366424.000000 Penalty: 5793.031250
	Iteration 23Q: 3 clusters Score -1.736642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17366428.000000 Penalty: 5793.031250
	Iteration 24Q: 3 clusters Score -1.736643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -17366436.000000 Penalty: 5793.031250
	Iteration 25Q: 3 clusters Score -1.736644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17366440.000000 Penalty: 5793.031250
	Iteration 26Q: 3 clusters Score -1.736644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17366450.000000 Penalty: 5793.031250
	Iteration 27Q: 3 clusters Score -1.736645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17366460.000000 Penalty: 5793.031250
	Iteration 28Q: 3 clusters Score -1.736646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17366454.000000 Penalty: 5793.031250
	Iteration 29Q: 3 clusters Score -1.736645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17366454.000000 Penalty: 5793.031250
	Iteration 30F: 3 clusters Score -1.736645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Entering Unmasked Estep 
Score: -4663407.500000 Penalty: 2581.845215
	Iteration 0F: 2 clusters Score -4663408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4640914.500000 Penalty: 5163.690430
	Iteration 0F: 3 clusters Score -4640914 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4649462.000000 Penalty: 5163.690430
	Iteration 1F: 3 clusters Score -4649462 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4650282.000000 Penalty: 5163.690430
	Iteration 2F: 3 clusters Score -4650282 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4651237.500000 Penalty: 5163.690430
	Iteration 3F: 3 clusters Score -4651238 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4652460.000000 Penalty: 5163.690430
	Iteration 4F: 3 clusters Score -4652460 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4653954.000000 Penalty: 5163.690430
	Iteration 5F: 3 clusters Score -4653954 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4655524.500000 Penalty: 5163.690430
	Iteration 6F: 3 clusters Score -4655524 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4656820.000000 Penalty: 5163.690430
	Iteration 7F: 3 clusters Score -4656820 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4657749.000000 Penalty: 5163.690430
	Iteration 8F: 3 clusters Score -4657749 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4658265.000000 Penalty: 5163.690430
	Iteration 9Q: 3 clusters Score -4658265 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4658589.000000 Penalty: 5163.690430
	Iteration 10Q: 3 clusters Score -4658589 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4658839.500000 Penalty: 5163.690430
	Iteration 11Q: 3 clusters Score -4658840 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4659054.000000 Penalty: 5163.690430
	Iteration 12Q: 3 clusters Score -4659054 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4659259.500000 Penalty: 5163.690430
	Iteration 13Q: 3 clusters Score -4659260 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4659438.500000 Penalty: 5163.690430
	Iteration 14Q: 3 clusters Score -4659438 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4659585.000000 Penalty: 5163.690430
	Iteration 15Q: 3 clusters Score -4659585 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4659762.500000 Penalty: 5163.690430
	Iteration 16Q: 3 clusters Score -4659762 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4659945.500000 Penalty: 5163.690430
	Iteration 17Q: 3 clusters Score -4659946 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4660138.000000 Penalty: 5163.690430
	Iteration 18Q: 3 clusters Score -4660138 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4660311.500000 Penalty: 5163.690430
	Iteration 19Q: 3 clusters Score -4660312 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4660461.000000 Penalty: 5163.690430
	Iteration 20F: 3 clusters Score -4660461 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4660609.500000 Penalty: 5163.690430
	Iteration 21Q: 3 clusters Score -4660610 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4660772.000000 Penalty: 5163.690430
	Iteration 22Q: 3 clusters Score -4660772 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4660908.500000 Penalty: 5163.690430
	Iteration 23Q: 3 clusters Score -4660908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4661048.000000 Penalty: 5163.690430
	Iteration 24Q: 3 clusters Score -4661048 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4661111.500000 Penalty: 5163.690430
	Iteration 25Q: 3 clusters Score -4661112 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4661224.500000 Penalty: 5163.690430
	Iteration 26Q: 3 clusters Score -4661224 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4661307.000000 Penalty: 5163.690430
	Iteration 27Q: 3 clusters Score -4661307 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4661400.500000 Penalty: 5163.690430
	Iteration 28Q: 3 clusters Score -4661400 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4661471.000000 Penalty: 5163.690430
	Iteration 29Q: 3 clusters Score -4661471 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4661529.500000 Penalty: 5163.690430
	Iteration 30Q: 3 clusters Score -4661530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4661558.000000 Penalty: 5163.690430
	Iteration 31Q: 3 clusters Score -4661558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4661606.000000 Penalty: 5163.690430
	Iteration 32Q: 3 clusters Score -4661606 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4661631.000000 Penalty: 5163.690430
	Iteration 33Q: 3 clusters Score -4661631 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4661665.500000 Penalty: 5163.690430
	Iteration 34Q: 3 clusters Score -4661666 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4661681.500000 Penalty: 5163.690430
	Iteration 35Q: 3 clusters Score -4661682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4661699.000000 Penalty: 5163.690430
	Iteration 36Q: 3 clusters Score -4661699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4661722.500000 Penalty: 5163.690430
	Iteration 37Q: 3 clusters Score -4661722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -4661737.500000 Penalty: 5163.690430
	Iteration 38Q: 3 clusters Score -4661738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4661750.000000 Penalty: 5163.690430
	Iteration 39Q: 3 clusters Score -4661750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4661752.000000 Penalty: 5163.690430
	Iteration 40F: 3 clusters Score -4661752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4661755.500000 Penalty: 5163.690430
	Iteration 41Q: 3 clusters Score -4661756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4661760.000000 Penalty: 5163.690430
	Iteration 42Q: 3 clusters Score -4661760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4661757.000000 Penalty: 5163.690430
	Iteration 43Q: 3 clusters Score -4661757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4661763.500000 Penalty: 5163.690430
	Iteration 44Q: 3 clusters Score -4661764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4661767.500000 Penalty: 5163.690430
	Iteration 45Q: 3 clusters Score -4661768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4661775.000000 Penalty: 5163.690430
	Iteration 46Q: 3 clusters Score -4661775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4661795.000000 Penalty: 5163.690430
	Iteration 47Q: 3 clusters Score -4661795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4661796.000000 Penalty: 5163.690430
	Iteration 48Q: 3 clusters Score -4661796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4661802.500000 Penalty: 5163.690430
	Iteration 49Q: 3 clusters Score -4661802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4661804.000000 Penalty: 5163.690430
	Iteration 50Q: 3 clusters Score -4661804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4661800.500000 Penalty: 5163.690430
	Iteration 51Q: 3 clusters Score -4661800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4661812.000000 Penalty: 5163.690430
	Iteration 52Q: 3 clusters Score -4661812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4661808.000000 Penalty: 5163.690430
	Iteration 53Q: 3 clusters Score -4661808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4661816.500000 Penalty: 5163.690430
	Iteration 54Q: 3 clusters Score -4661816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4661827.000000 Penalty: 5163.690430
	Iteration 55Q: 3 clusters Score -4661827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4661827.500000 Penalty: 5163.690430
	Iteration 56Q: 3 clusters Score -4661828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4661828.500000 Penalty: 5163.690430
	Iteration 57Q: 3 clusters Score -4661828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4661836.000000 Penalty: 5163.690430
	Iteration 58Q: 3 clusters Score -4661836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4661836.000000 Penalty: 5163.690430
	Iteration 59Q: 3 clusters Score -4661836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4661839.500000 Penalty: 5163.690430
	Iteration 60F: 3 clusters Score -4661840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4661844.000000 Penalty: 5163.690430
	Iteration 61Q: 3 clusters Score -4661844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4661843.500000 Penalty: 5163.690430
	Iteration 62Q: 3 clusters Score -4661844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4661840.500000 Penalty: 5163.690430
	Iteration 63Q: 3 clusters Score -4661840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4661843.500000 Penalty: 5163.690430
	Iteration 64Q: 3 clusters Score -4661844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4661842.000000 Penalty: 5163.690430
	Iteration 65Q: 3 clusters Score -4661842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4661846.500000 Penalty: 5163.690430
	Iteration 66Q: 3 clusters Score -4661846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4661840.000000 Penalty: 5163.690430
	Iteration 67Q: 3 clusters Score -4661840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4661846.500000 Penalty: 5163.690430
	Iteration 68Q: 3 clusters Score -4661846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4661849.000000 Penalty: 5163.690430
	Iteration 69Q: 3 clusters Score -4661849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -4661845.500000 Penalty: 5163.690430
	Iteration 70Q: 3 clusters Score -4661846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4661845.500000 Penalty: 5163.690430
	Iteration 71Q: 3 clusters Score -4661846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4661841.000000 Penalty: 5163.690430
	Iteration 72Q: 3 clusters Score -4661841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4661836.000000 Penalty: 5163.690430
	Iteration 73Q: 3 clusters Score -4661836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4661833.500000 Penalty: 5163.690430
	Iteration 74Q: 3 clusters Score -4661834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4661845.500000 Penalty: 5163.690430
	Iteration 75Q: 3 clusters Score -4661846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4661849.000000 Penalty: 5163.690430
	Iteration 76Q: 3 clusters Score -4661849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4661844.000000 Penalty: 5163.690430
	Iteration 77Q: 3 clusters Score -4661844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4661845.500000 Penalty: 5163.690430
	Iteration 78Q: 3 clusters Score -4661846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4661843.500000 Penalty: 5163.690430
	Iteration 79Q: 3 clusters Score -4661844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4661845.500000 Penalty: 5163.690430
	Iteration 80F: 3 clusters Score -4661846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4661847.500000 Penalty: 5163.690430
	Iteration 81Q: 3 clusters Score -4661848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4661851.000000 Penalty: 5163.690430
	Iteration 82Q: 3 clusters Score -4661851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4661850.000000 Penalty: 5163.690430
	Iteration 83Q: 3 clusters Score -4661850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4661849.500000 Penalty: 5163.690430
	Iteration 84Q: 3 clusters Score -4661850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4661849.500000 Penalty: 5163.690430
	Iteration 85F: 3 clusters Score -4661850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Entering Unmasked Estep 
Score: -7442497.500000 Penalty: 2689.375488
	Iteration 0F: 2 clusters Score -7442498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -7407981.500000 Penalty: 5378.750977
	Iteration 0F: 3 clusters Score -7407982 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -7421405.000000 Penalty: 5378.750977
	Iteration 1F: 3 clusters Score -7421405 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -7422461.000000 Penalty: 5378.750977
	Iteration 2Q: 3 clusters Score -7422461 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7424082.500000 Penalty: 5378.750977
	Iteration 3F: 3 clusters Score -7424082 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -7426367.000000 Penalty: 5378.750977
	Iteration 4F: 3 clusters Score -7426367 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -7429369.500000 Penalty: 5378.750977
	Iteration 5F: 3 clusters Score -7429370 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -7432188.500000 Penalty: 5378.750977
	Iteration 6F: 3 clusters Score -7432188 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -7434283.500000 Penalty: 5378.750977
	Iteration 7F: 3 clusters Score -7434284 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -7435522.000000 Penalty: 5378.750977
	Iteration 8Q: 3 clusters Score -7435522 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -7436266.000000 Penalty: 5378.750977
	Iteration 9Q: 3 clusters Score -7436266 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7436737.500000 Penalty: 5378.750977
	Iteration 10Q: 3 clusters Score -7436738 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7437008.000000 Penalty: 5378.750977
	Iteration 11Q: 3 clusters Score -7437008 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7437175.000000 Penalty: 5378.750977
	Iteration 12Q: 3 clusters Score -7437175 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7437279.500000 Penalty: 5378.750977
	Iteration 13Q: 3 clusters Score -7437280 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -7437431.000000 Penalty: 5378.750977
	Iteration 14Q: 3 clusters Score -7437431 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -7437511.500000 Penalty: 5378.750977
	Iteration 15Q: 3 clusters Score -7437512 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7437588.500000 Penalty: 5378.750977
	Iteration 16Q: 3 clusters Score -7437588 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7437692.500000 Penalty: 5378.750977
	Iteration 17Q: 3 clusters Score -7437692 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -7437762.500000 Penalty: 5378.750977
	Iteration 18Q: 3 clusters Score -7437762 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -7437861.000000 Penalty: 5378.750977
	Iteration 19Q: 3 clusters Score -7437861 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -7437951.500000 Penalty: 5378.750977
	Iteration 20F: 3 clusters Score -7437952 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -7438059.000000 Penalty: 5378.750977
	Iteration 21Q: 3 clusters Score -7438059 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -7438155.500000 Penalty: 5378.750977
	Iteration 22Q: 3 clusters Score -7438156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7438227.500000 Penalty: 5378.750977
	Iteration 23Q: 3 clusters Score -7438228 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -7438316.000000 Penalty: 5378.750977
	Iteration 24Q: 3 clusters Score -7438316 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -7438401.500000 Penalty: 5378.750977
	Iteration 25Q: 3 clusters Score -7438402 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7438502 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7438586 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7438702 nChanged 495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7438787 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7438904 nChanged 473
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Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7438976 nChanged 457
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Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7439033 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7439106 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7439189 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7439242 nChanged 389
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Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7439322 nChanged 376
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Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7439412 nChanged 399
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7439452 nChanged 361
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Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7439511 nChanged 345
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7439566 nChanged 316
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Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7439678 nChanged 297
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7439716 nChanged 268
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7439747 nChanged 264
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Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7439784 nChanged 274
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Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7439854 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7439896 nChanged 224
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7439960 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7440005 nChanged 181
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Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7440003 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7440038 nChanged 167
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7440063 nChanged 152
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7440062 nChanged 152
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Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7440104 nChanged 155
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Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7440142 nChanged 161
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7440148 nChanged 145
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7440201 nChanged 140
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Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7440222 nChanged 126
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Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 45656 members 
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	Iteration 59Q: 3 clusters Score -7440250 nChanged 104
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Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7440262 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7440269 nChanged 86
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Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 45922 members 
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	Iteration 62Q: 3 clusters Score -7440270 nChanged 85
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7440270 nChanged 78
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7440291 nChanged 75
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Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7440293 nChanged 74
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Mstep: Class 1 contains 5027 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7440309 nChanged 76
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Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7440322 nChanged 69
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Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7440340 nChanged 66
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Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7440352 nChanged 72
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Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7440354 nChanged 70
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Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7440344 nChanged 44
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Mstep: Class 1 contains 4670 members 
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	Iteration 72Q: 3 clusters Score -7440356 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4622 members 
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	Iteration 73Q: 3 clusters Score -7440366 nChanged 52
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 46659 members 
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	Iteration 74Q: 3 clusters Score -7440368 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 46704 members 
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	Iteration 75Q: 3 clusters Score -7440370 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7440382 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 46787 members 
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	Iteration 77Q: 3 clusters Score -7440390 nChanged 43
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Mstep: Class 1 contains 4417 members 
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	Iteration 78Q: 3 clusters Score -7440400 nChanged 43
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Mstep: Class 1 contains 4380 members 
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	Iteration 79Q: 3 clusters Score -7440408 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7440408 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7440411 nChanged 54
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Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7440396 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7440418 nChanged 51
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Mstep: Class 1 contains 4166 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7440416 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7440436 nChanged 63
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Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7440455 nChanged 44
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Mstep: Class 1 contains 4021 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7440456 nChanged 44
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Mstep: Class 1 contains 3979 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7440472 nChanged 49
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Mstep: Class 1 contains 3936 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7440462 nChanged 54
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Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7440478 nChanged 47
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7440481 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7440490 nChanged 57
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 47490 members 
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	Iteration 93Q: 3 clusters Score -7440502 nChanged 46
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Mstep: Class 1 contains 3711 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7440514 nChanged 42
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Mstep: Class 1 contains 3673 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7440526 nChanged 42
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Mstep: Class 1 contains 3635 members 
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	Iteration 96Q: 3 clusters Score -7440529 nChanged 50
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Mstep: Class 1 contains 3589 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7440537 nChanged 46
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Mstep: Class 1 contains 3545 members 
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	Iteration 98Q: 3 clusters Score -7440538 nChanged 50
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Mstep: Class 1 contains 3507 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7440541 nChanged 39
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Mstep: Class 1 contains 3476 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7440556 nChanged 33
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7440555 nChanged 38
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Mstep: Class 1 contains 3411 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7440571 nChanged 32
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Mstep: Class 1 contains 3383 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7440562 nChanged 24
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Mstep: Class 1 contains 3361 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7440574 nChanged 27
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Mstep: Class 1 contains 3334 members 
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	Iteration 105Q: 3 clusters Score -7440576 nChanged 39
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Mstep: Class 1 contains 3301 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7440583 nChanged 37
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Mstep: Class 1 contains 3272 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7440595 nChanged 29
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Mstep: Class 1 contains 3243 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7440590 nChanged 29
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Mstep: Class 1 contains 3220 members 
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	Iteration 109Q: 3 clusters Score -7440600 nChanged 26
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Mstep: Class 1 contains 3200 members 
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	Iteration 110Q: 3 clusters Score -7440608 nChanged 29
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7440617 nChanged 16
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Mstep: Class 1 contains 3169 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7440630 nChanged 14
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	Iteration 113Q: 3 clusters Score -7440629 nChanged 7
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7440636 nChanged 11
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Mstep: Class 1 contains 3149 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7440632 nChanged 18
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7440626 nChanged 18
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Mstep: Class 1 contains 3121 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7440622 nChanged 13
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7440633 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -7440638.000000 Penalty: 5378.750977
	Iteration 119Q: 3 clusters Score -7440638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -7440643.000000 Penalty: 5378.750977
	Iteration 120F: 3 clusters Score -7440643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -7440639.000000 Penalty: 5378.750977
	Iteration 121Q: 3 clusters Score -7440639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -7440647.500000 Penalty: 5378.750977
	Iteration 122Q: 3 clusters Score -7440648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -7440646.000000 Penalty: 5378.750977
	Iteration 123Q: 3 clusters Score -7440646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -7440644.000000 Penalty: 5378.750977
	Iteration 124Q: 3 clusters Score -7440644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -7440646.000000 Penalty: 5378.750977
	Iteration 125Q: 3 clusters Score -7440646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -7440654.000000 Penalty: 5378.750977
	Iteration 126Q: 3 clusters Score -7440654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -7440651.500000 Penalty: 5378.750977
	Iteration 127Q: 3 clusters Score -7440652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -7440659.500000 Penalty: 5378.750977
	Iteration 128Q: 3 clusters Score -7440660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -7440656.500000 Penalty: 5378.750977
	Iteration 129Q: 3 clusters Score -7440656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -7440662.000000 Penalty: 5378.750977
	Iteration 130Q: 3 clusters Score -7440662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -7440664.500000 Penalty: 5378.750977
	Iteration 131Q: 3 clusters Score -7440664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -7440671.500000 Penalty: 5378.750977
	Iteration 132Q: 3 clusters Score -7440672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -7440667.000000 Penalty: 5378.750977
	Iteration 133Q: 3 clusters Score -7440667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -7440667.000000 Penalty: 5378.750977
	Iteration 134Q: 3 clusters Score -7440667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -7440667.500000 Penalty: 5378.750977
	Iteration 135Q: 3 clusters Score -7440668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -7440666.000000 Penalty: 5378.750977
	Iteration 136Q: 3 clusters Score -7440666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -7440658.000000 Penalty: 5378.750977
	Iteration 137Q: 3 clusters Score -7440658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -7440667.500000 Penalty: 5378.750977
	Iteration 138Q: 3 clusters Score -7440668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -7440672.000000 Penalty: 5378.750977
	Iteration 139Q: 3 clusters Score -7440672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7440675.000000 Penalty: 5378.750977
	Iteration 140F: 3 clusters Score -7440675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -7440672.000000 Penalty: 5378.750977
	Iteration 141Q: 3 clusters Score -7440672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -7440664.000000 Penalty: 5378.750977
	Iteration 142Q: 3 clusters Score -7440664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -7440664.000000 Penalty: 5378.750977
	Iteration 143F: 3 clusters Score -7440664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Entering Unmasked Estep 
Score: -15314840.000000 Penalty: 2865.258789
	Iteration 0F: 2 clusters Score -1.531484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -15245864.000000 Penalty: 5730.517578
	Iteration 0F: 3 clusters Score -1.524586e+07 nChanged 49197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -15273978.000000 Penalty: 5730.517578
	Iteration 1F: 3 clusters Score -1.527398e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -15274773.000000 Penalty: 5730.517578
	Iteration 2Q: 3 clusters Score -1.527477e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -15275621.000000 Penalty: 5730.517578
	Iteration 3Q: 3 clusters Score -1.527562e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -15276636.000000 Penalty: 5730.517578
	Iteration 4Q: 3 clusters Score -1.527664e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -15278241.000000 Penalty: 5730.517578
	Iteration 5Q: 3 clusters Score -1.527824e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -15280499.000000 Penalty: 5730.517578
	Iteration 6Q: 3 clusters Score -1.52805e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -15283406.000000 Penalty: 5730.517578
	Iteration 7Q: 3 clusters Score -1.528341e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -15287414.000000 Penalty: 5730.517578
	Iteration 8F: 3 clusters Score -1.528741e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -15291631.000000 Penalty: 5730.517578
	Iteration 9F: 3 clusters Score -1.529163e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -15295530.000000 Penalty: 5730.517578
	Iteration 10F: 3 clusters Score -1.529553e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -15298361.000000 Penalty: 5730.517578
	Iteration 11F: 3 clusters Score -1.529836e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -15299980.000000 Penalty: 5730.517578
	Iteration 12Q: 3 clusters Score -1.529998e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -15300878.000000 Penalty: 5730.517578
	Iteration 13Q: 3 clusters Score -1.530088e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -15301322.000000 Penalty: 5730.517578
	Iteration 14Q: 3 clusters Score -1.530132e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -15301616.000000 Penalty: 5730.517578
	Iteration 15Q: 3 clusters Score -1.530162e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -15301900.000000 Penalty: 5730.517578
	Iteration 16Q: 3 clusters Score -1.53019e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -15302191.000000 Penalty: 5730.517578
	Iteration 17Q: 3 clusters Score -1.530219e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -15302494.000000 Penalty: 5730.517578
	Iteration 18Q: 3 clusters Score -1.530249e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -15302797.000000 Penalty: 5730.517578
	Iteration 19Q: 3 clusters Score -1.53028e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -15303209.000000 Penalty: 5730.517578
	Iteration 20F: 3 clusters Score -1.530321e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -15303626.000000 Penalty: 5730.517578
	Iteration 21Q: 3 clusters Score -1.530363e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -15304021.000000 Penalty: 5730.517578
	Iteration 22Q: 3 clusters Score -1.530402e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -15304495.000000 Penalty: 5730.517578
	Iteration 23Q: 3 clusters Score -1.53045e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -15304922.000000 Penalty: 5730.517578
	Iteration 24Q: 3 clusters Score -1.530492e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -15305410.000000 Penalty: 5730.517578
	Iteration 25Q: 3 clusters Score -1.530541e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -15305790.000000 Penalty: 5730.517578
	Iteration 26Q: 3 clusters Score -1.530579e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -15306262.000000 Penalty: 5730.517578
	Iteration 27Q: 3 clusters Score -1.530626e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -15306852.000000 Penalty: 5730.517578
	Iteration 28Q: 3 clusters Score -1.530685e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -15307412.000000 Penalty: 5730.517578
	Iteration 29Q: 3 clusters Score -1.530741e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -15307984.000000 Penalty: 5730.517578
	Iteration 30Q: 3 clusters Score -1.530798e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -15308587.000000 Penalty: 5730.517578
	Iteration 31Q: 3 clusters Score -1.530859e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -15309115.000000 Penalty: 5730.517578
	Iteration 32Q: 3 clusters Score -1.530912e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -15309616.000000 Penalty: 5730.517578
	Iteration 33Q: 3 clusters Score -1.530962e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -15310057.000000 Penalty: 5730.517578
	Iteration 34Q: 3 clusters Score -1.531006e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -15310483.000000 Penalty: 5730.517578
	Iteration 35Q: 3 clusters Score -1.531048e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -15310793.000000 Penalty: 5730.517578
	Iteration 36Q: 3 clusters Score -1.531079e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -15311144.000000 Penalty: 5730.517578
	Iteration 37Q: 3 clusters Score -1.531114e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -15311479.000000 Penalty: 5730.517578
	Iteration 38Q: 3 clusters Score -1.531148e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -15311789.000000 Penalty: 5730.517578
	Iteration 39Q: 3 clusters Score -1.531179e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -15311991.000000 Penalty: 5730.517578
	Iteration 40F: 3 clusters Score -1.531199e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -15312139.000000 Penalty: 5730.517578
	Iteration 41Q: 3 clusters Score -1.531214e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -15312223.000000 Penalty: 5730.517578
	Iteration 42Q: 3 clusters Score -1.531222e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -15312322.000000 Penalty: 5730.517578
	Iteration 43Q: 3 clusters Score -1.531232e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15312386.000000 Penalty: 5730.517578
	Iteration 44Q: 3 clusters Score -1.531239e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -15312441.000000 Penalty: 5730.517578
	Iteration 45Q: 3 clusters Score -1.531244e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15312517.000000 Penalty: 5730.517578
	Iteration 46Q: 3 clusters Score -1.531252e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15312566.000000 Penalty: 5730.517578
	Iteration 47Q: 3 clusters Score -1.531257e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15312600.000000 Penalty: 5730.517578
	Iteration 48Q: 3 clusters Score -1.53126e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15312611.000000 Penalty: 5730.517578
	Iteration 49Q: 3 clusters Score -1.531261e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15312619.000000 Penalty: 5730.517578
	Iteration 50Q: 3 clusters Score -1.531262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15312666.000000 Penalty: 5730.517578
	Iteration 51Q: 3 clusters Score -1.531267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15312680.000000 Penalty: 5730.517578
	Iteration 52Q: 3 clusters Score -1.531268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15312699.000000 Penalty: 5730.517578
	Iteration 53Q: 3 clusters Score -1.53127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15312714.000000 Penalty: 5730.517578
	Iteration 54Q: 3 clusters Score -1.531271e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -15312712.000000 Penalty: 5730.517578
	Iteration 55Q: 3 clusters Score -1.531271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15312735.000000 Penalty: 5730.517578
	Iteration 56Q: 3 clusters Score -1.531274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15312754.000000 Penalty: 5730.517578
	Iteration 57Q: 3 clusters Score -1.531275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15312782.000000 Penalty: 5730.517578
	Iteration 58Q: 3 clusters Score -1.531278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15312808.000000 Penalty: 5730.517578
	Iteration 59Q: 3 clusters Score -1.531281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -15312814.000000 Penalty: 5730.517578
	Iteration 60F: 3 clusters Score -1.531281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15312824.000000 Penalty: 5730.517578
	Iteration 61Q: 3 clusters Score -1.531282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15312835.000000 Penalty: 5730.517578
	Iteration 62Q: 3 clusters Score -1.531284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15312832.000000 Penalty: 5730.517578
	Iteration 63Q: 3 clusters Score -1.531283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -15312820.000000 Penalty: 5730.517578
	Iteration 64Q: 3 clusters Score -1.531282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15312837.000000 Penalty: 5730.517578
	Iteration 65Q: 3 clusters Score -1.531284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15312842.000000 Penalty: 5730.517578
	Iteration 66Q: 3 clusters Score -1.531284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15312845.000000 Penalty: 5730.517578
	Iteration 67Q: 3 clusters Score -1.531284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15312836.000000 Penalty: 5730.517578
	Iteration 68Q: 3 clusters Score -1.531284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15312838.000000 Penalty: 5730.517578
	Iteration 69Q: 3 clusters Score -1.531284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15312851.000000 Penalty: 5730.517578
	Iteration 70Q: 3 clusters Score -1.531285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15312852.000000 Penalty: 5730.517578
	Iteration 71Q: 3 clusters Score -1.531285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15312860.000000 Penalty: 5730.517578
	Iteration 72Q: 3 clusters Score -1.531286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15312848.000000 Penalty: 5730.517578
	Iteration 73Q: 3 clusters Score -1.531285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15312863.000000 Penalty: 5730.517578
	Iteration 74Q: 3 clusters Score -1.531286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15312863.000000 Penalty: 5730.517578
	Iteration 75F: 3 clusters Score -1.531286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11932.536133 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -11932.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11056.568359 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -11056.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11087.632812 Penalty: 2425.613037
	Iteration 1F: 3 clusters Score -11087.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11092.116211 Penalty: 2425.613037
	Iteration 2Q: 3 clusters Score -11092.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11092.116211 Penalty: 2425.613037
	Iteration 3F: 3 clusters Score -11092.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Entering Unmasked Estep 
Score: -3885271.000000 Penalty: 2526.434814
	Iteration 0F: 2 clusters Score -3885271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3866896.250000 Penalty: 5052.869629
	Iteration 0F: 3 clusters Score -3866896 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3873225.250000 Penalty: 5052.869629
	Iteration 1F: 3 clusters Score -3873225 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3873598.250000 Penalty: 5052.869629
	Iteration 2Q: 3 clusters Score -3873598 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3873904.000000 Penalty: 5052.869629
	Iteration 3Q: 3 clusters Score -3873904 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3874221.500000 Penalty: 5052.869629
	Iteration 4Q: 3 clusters Score -3874222 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3874489.250000 Penalty: 5052.869629
	Iteration 5Q: 3 clusters Score -3874489 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3874733.000000 Penalty: 5052.869629
	Iteration 6Q: 3 clusters Score -3874733 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3875003.250000 Penalty: 5052.869629
	Iteration 7Q: 3 clusters Score -3875003 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3875341.500000 Penalty: 5052.869629
	Iteration 8Q: 3 clusters Score -3875342 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3875828.500000 Penalty: 5052.869629
	Iteration 9Q: 3 clusters Score -3875828 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3876531.000000 Penalty: 5052.869629
	Iteration 10Q: 3 clusters Score -3876531 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3877419.250000 Penalty: 5052.869629
	Iteration 11F: 3 clusters Score -3877419 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3878537.250000 Penalty: 5052.869629
	Iteration 12F: 3 clusters Score -3878537 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3879619.250000 Penalty: 5052.869629
	Iteration 13F: 3 clusters Score -3879619 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3880537.500000 Penalty: 5052.869629
	Iteration 14Q: 3 clusters Score -3880538 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3881206.250000 Penalty: 5052.869629
	Iteration 15Q: 3 clusters Score -3881206 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3881669.250000 Penalty: 5052.869629
	Iteration 16Q: 3 clusters Score -3881669 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3881987.000000 Penalty: 5052.869629
	Iteration 17Q: 3 clusters Score -3881987 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3882232.500000 Penalty: 5052.869629
	Iteration 18Q: 3 clusters Score -3882232 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3882425.500000 Penalty: 5052.869629
	Iteration 19Q: 3 clusters Score -3882426 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3882583.000000 Penalty: 5052.869629
	Iteration 20F: 3 clusters Score -3882583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3882702.750000 Penalty: 5052.869629
	Iteration 21Q: 3 clusters Score -3882703 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3882772.000000 Penalty: 5052.869629
	Iteration 22Q: 3 clusters Score -3882772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3882837.500000 Penalty: 5052.869629
	Iteration 23Q: 3 clusters Score -3882838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3882894.000000 Penalty: 5052.869629
	Iteration 24Q: 3 clusters Score -3882894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3882943.500000 Penalty: 5052.869629
	Iteration 25Q: 3 clusters Score -3882944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3882979.750000 Penalty: 5052.869629
	Iteration 26Q: 3 clusters Score -3882980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3882996.250000 Penalty: 5052.869629
	Iteration 27Q: 3 clusters Score -3882996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3883015.500000 Penalty: 5052.869629
	Iteration 28Q: 3 clusters Score -3883016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3883043.750000 Penalty: 5052.869629
	Iteration 29Q: 3 clusters Score -3883044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3883058.000000 Penalty: 5052.869629
	Iteration 30Q: 3 clusters Score -3883058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3883063.750000 Penalty: 5052.869629
	Iteration 31Q: 3 clusters Score -3883064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3883069.000000 Penalty: 5052.869629
	Iteration 32Q: 3 clusters Score -3883069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3883075.000000 Penalty: 5052.869629
	Iteration 33Q: 3 clusters Score -3883075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3883082.750000 Penalty: 5052.869629
	Iteration 34Q: 3 clusters Score -3883083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3883079.500000 Penalty: 5052.869629
	Iteration 35Q: 3 clusters Score -3883080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3883082.750000 Penalty: 5052.869629
	Iteration 36Q: 3 clusters Score -3883083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3883082.000000 Penalty: 5052.869629
	Iteration 37Q: 3 clusters Score -3883082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3883083.500000 Penalty: 5052.869629
	Iteration 38Q: 3 clusters Score -3883084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3883085.750000 Penalty: 5052.869629
	Iteration 39Q: 3 clusters Score -3883086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3883084.500000 Penalty: 5052.869629
	Iteration 40F: 3 clusters Score -3883084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3883088.500000 Penalty: 5052.869629
	Iteration 41Q: 3 clusters Score -3883088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3883091.500000 Penalty: 5052.869629
	Iteration 42Q: 3 clusters Score -3883092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3883088.250000 Penalty: 5052.869629
	Iteration 43Q: 3 clusters Score -3883088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3883090.000000 Penalty: 5052.869629
	Iteration 44Q: 3 clusters Score -3883090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3883091.250000 Penalty: 5052.869629
	Iteration 45Q: 3 clusters Score -3883091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3883092.750000 Penalty: 5052.869629
	Iteration 46Q: 3 clusters Score -3883093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3883097.000000 Penalty: 5052.869629
	Iteration 47Q: 3 clusters Score -3883097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3883097.000000 Penalty: 5052.869629
	Iteration 48F: 3 clusters Score -3883097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -85091.507812 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -85091.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83586.898438 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -83586.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84394.343750 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -84394.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85598.523438 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -85598.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -86230.335938 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -86230.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -86425.320312 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -86425.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -86569.992188 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -86569.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -86621.914062 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -86621.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -86646.945312 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -86646.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -86654.796875 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -86654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -86654.796875 Penalty: 3252.866211
	Iteration 9F: 3 clusters Score -86654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209906 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 25064 members 
Mstep: Class 11 contains 23585 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 118125 members 
Mstep: Class 16 contains 33212 members 
Mstep: Class 17 contains 51239 members 
Mstep: Class 18 contains 104137 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 41006 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 18259 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1621 members 
Mstep: Class 32 contains 6229 members 
Mstep: Class 33 contains 76885 members 
Mstep: Class 34 contains 81 members 
Entering Unmasked Estep 
Score: -128934192.000000 Penalty: 115654.703125
Splitting cluster 21 changes total score from -128933408.000000 to -128934192.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (38031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Entering Unmasked Estep 
Score: -5458086.500000 Penalty: 2615.447021
	Iteration 0F: 2 clusters Score -5458086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5432361.000000 Penalty: 5230.894043
	Iteration 0F: 3 clusters Score -5432361 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5441890.500000 Penalty: 5230.894043
	Iteration 1F: 3 clusters Score -5441890 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5442483.000000 Penalty: 5230.894043
	Iteration 2Q: 3 clusters Score -5442483 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5443148.500000 Penalty: 5230.894043
	Iteration 3Q: 3 clusters Score -5443148 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5443942.000000 Penalty: 5230.894043
	Iteration 4Q: 3 clusters Score -5443942 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5444910.000000 Penalty: 5230.894043
	Iteration 5Q: 3 clusters Score -5444910 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5446168.000000 Penalty: 5230.894043
	Iteration 6F: 3 clusters Score -5446168 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5447670.000000 Penalty: 5230.894043
	Iteration 7F: 3 clusters Score -5447670 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5449213.500000 Penalty: 5230.894043
	Iteration 8F: 3 clusters Score -5449214 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5450768.000000 Penalty: 5230.894043
	Iteration 9F: 3 clusters Score -5450768 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -5452134.500000 Penalty: 5230.894043
	Iteration 10F: 3 clusters Score -5452134 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5453097.500000 Penalty: 5230.894043
	Iteration 11Q: 3 clusters Score -5453098 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -5453670.000000 Penalty: 5230.894043
	Iteration 12Q: 3 clusters Score -5453670 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5454053.500000 Penalty: 5230.894043
	Iteration 13Q: 3 clusters Score -5454054 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5454403.500000 Penalty: 5230.894043
	Iteration 14Q: 3 clusters Score -5454404 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -5454636.000000 Penalty: 5230.894043
	Iteration 15Q: 3 clusters Score -5454636 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5454865.000000 Penalty: 5230.894043
	Iteration 16Q: 3 clusters Score -5454865 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5455047.500000 Penalty: 5230.894043
	Iteration 17Q: 3 clusters Score -5455048 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -5455145.000000 Penalty: 5230.894043
	Iteration 18Q: 3 clusters Score -5455145 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5455237.000000 Penalty: 5230.894043
	Iteration 19Q: 3 clusters Score -5455237 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5455287.000000 Penalty: 5230.894043
	Iteration 20F: 3 clusters Score -5455287 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5455327.500000 Penalty: 5230.894043
	Iteration 21Q: 3 clusters Score -5455328 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5455379.500000 Penalty: 5230.894043
	Iteration 22Q: 3 clusters Score -5455380 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5455413.000000 Penalty: 5230.894043
	Iteration 23Q: 3 clusters Score -5455413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5455421.000000 Penalty: 5230.894043
	Iteration 24Q: 3 clusters Score -5455421 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5455445.500000 Penalty: 5230.894043
	Iteration 25Q: 3 clusters Score -5455446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5455453.000000 Penalty: 5230.894043
	Iteration 26Q: 3 clusters Score -5455453 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5455460.000000 Penalty: 5230.894043
	Iteration 27Q: 3 clusters Score -5455460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5455502.500000 Penalty: 5230.894043
	Iteration 28Q: 3 clusters Score -5455502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5455522.000000 Penalty: 5230.894043
	Iteration 29Q: 3 clusters Score -5455522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5455554.500000 Penalty: 5230.894043
	Iteration 30Q: 3 clusters Score -5455554 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5455582.000000 Penalty: 5230.894043
	Iteration 31Q: 3 clusters Score -5455582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5455591.000000 Penalty: 5230.894043
	Iteration 32Q: 3 clusters Score -5455591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5455604.500000 Penalty: 5230.894043
	Iteration 33Q: 3 clusters Score -5455604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5455619.000000 Penalty: 5230.894043
	Iteration 34Q: 3 clusters Score -5455619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5455621.500000 Penalty: 5230.894043
	Iteration 35Q: 3 clusters Score -5455622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5455629.500000 Penalty: 5230.894043
	Iteration 36Q: 3 clusters Score -5455630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5455643.500000 Penalty: 5230.894043
	Iteration 37Q: 3 clusters Score -5455644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5455637.000000 Penalty: 5230.894043
	Iteration 38Q: 3 clusters Score -5455637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5455640.500000 Penalty: 5230.894043
	Iteration 39Q: 3 clusters Score -5455640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5455654.500000 Penalty: 5230.894043
	Iteration 40F: 3 clusters Score -5455654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5455662.500000 Penalty: 5230.894043
	Iteration 41Q: 3 clusters Score -5455662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5455656.000000 Penalty: 5230.894043
	Iteration 42Q: 3 clusters Score -5455656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5455658.500000 Penalty: 5230.894043
	Iteration 43Q: 3 clusters Score -5455658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -5455652.000000 Penalty: 5230.894043
	Iteration 44Q: 3 clusters Score -5455652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5455662.500000 Penalty: 5230.894043
	Iteration 45Q: 3 clusters Score -5455662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5455660.000000 Penalty: 5230.894043
	Iteration 46Q: 3 clusters Score -5455660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5455672.000000 Penalty: 5230.894043
	Iteration 47Q: 3 clusters Score -5455672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5455683.000000 Penalty: 5230.894043
	Iteration 48Q: 3 clusters Score -5455683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5455672.000000 Penalty: 5230.894043
	Iteration 49Q: 3 clusters Score -5455672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5455673.000000 Penalty: 5230.894043
	Iteration 50Q: 3 clusters Score -5455673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5455664.500000 Penalty: 5230.894043
	Iteration 51Q: 3 clusters Score -5455664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5455672.500000 Penalty: 5230.894043
	Iteration 52Q: 3 clusters Score -5455672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5455680.500000 Penalty: 5230.894043
	Iteration 53Q: 3 clusters Score -5455680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5455687.000000 Penalty: 5230.894043
	Iteration 54Q: 3 clusters Score -5455687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -5455675.500000 Penalty: 5230.894043
	Iteration 55Q: 3 clusters Score -5455676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -5455679.000000 Penalty: 5230.894043
	Iteration 56Q: 3 clusters Score -5455679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5455685.500000 Penalty: 5230.894043
	Iteration 57Q: 3 clusters Score -5455686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5455689.000000 Penalty: 5230.894043
	Iteration 58Q: 3 clusters Score -5455689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5455682.500000 Penalty: 5230.894043
	Iteration 59Q: 3 clusters Score -5455682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5455679.500000 Penalty: 5230.894043
	Iteration 60F: 3 clusters Score -5455680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5455681.500000 Penalty: 5230.894043
	Iteration 61Q: 3 clusters Score -5455682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5455675.000000 Penalty: 5230.894043
	Iteration 62Q: 3 clusters Score -5455675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5455683.000000 Penalty: 5230.894043
	Iteration 63Q: 3 clusters Score -5455683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5455685.000000 Penalty: 5230.894043
	Iteration 64Q: 3 clusters Score -5455685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5455682.500000 Penalty: 5230.894043
	Iteration 65Q: 3 clusters Score -5455682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5455688.500000 Penalty: 5230.894043
	Iteration 66Q: 3 clusters Score -5455688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -5455686.500000 Penalty: 5230.894043
	Iteration 67Q: 3 clusters Score -5455686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5455684.000000 Penalty: 5230.894043
	Iteration 68Q: 3 clusters Score -5455684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5455687.500000 Penalty: 5230.894043
	Iteration 69Q: 3 clusters Score -5455688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5455687.500000 Penalty: 5230.894043
	Iteration 70F: 3 clusters Score -5455688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Entering Unmasked Estep 
Score: -5887523.500000 Penalty: 2634.125488
	Iteration 0F: 2 clusters Score -5887524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -5859801.000000 Penalty: 5268.250977
	Iteration 0F: 3 clusters Score -5859801 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -5870120.500000 Penalty: 5268.250977
	Iteration 1F: 3 clusters Score -5870120 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5870610.500000 Penalty: 5268.250977
	Iteration 2Q: 3 clusters Score -5870610 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5871064.000000 Penalty: 5268.250977
	Iteration 3Q: 3 clusters Score -5871064 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5871530.500000 Penalty: 5268.250977
	Iteration 4Q: 3 clusters Score -5871530 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5872175.000000 Penalty: 5268.250977
	Iteration 5Q: 3 clusters Score -5872175 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5873226.500000 Penalty: 5268.250977
	Iteration 6Q: 3 clusters Score -5873226 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5874809.500000 Penalty: 5268.250977
	Iteration 7F: 3 clusters Score -5874810 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5877259.000000 Penalty: 5268.250977
	Iteration 8F: 3 clusters Score -5877259 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -5880205.000000 Penalty: 5268.250977
	Iteration 9F: 3 clusters Score -5880205 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5882800.000000 Penalty: 5268.250977
	Iteration 10F: 3 clusters Score -5882800 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5884134.000000 Penalty: 5268.250977
	Iteration 11Q: 3 clusters Score -5884134 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5884706.000000 Penalty: 5268.250977
	Iteration 12Q: 3 clusters Score -5884706 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5884934.000000 Penalty: 5268.250977
	Iteration 13Q: 3 clusters Score -5884934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5885046.500000 Penalty: 5268.250977
	Iteration 14Q: 3 clusters Score -5885046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5885093.000000 Penalty: 5268.250977
	Iteration 15Q: 3 clusters Score -5885093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5885117.500000 Penalty: 5268.250977
	Iteration 16Q: 3 clusters Score -5885118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5885142.500000 Penalty: 5268.250977
	Iteration 17Q: 3 clusters Score -5885142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5885162.500000 Penalty: 5268.250977
	Iteration 18Q: 3 clusters Score -5885162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5885184.500000 Penalty: 5268.250977
	Iteration 19Q: 3 clusters Score -5885184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5885208.000000 Penalty: 5268.250977
	Iteration 20F: 3 clusters Score -5885208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5885217.500000 Penalty: 5268.250977
	Iteration 21Q: 3 clusters Score -5885218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5885220.500000 Penalty: 5268.250977
	Iteration 22Q: 3 clusters Score -5885220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5885220.000000 Penalty: 5268.250977
	Iteration 23Q: 3 clusters Score -5885220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5885220.000000 Penalty: 5268.250977
	Iteration 24F: 3 clusters Score -5885220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1526149.125000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1526149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1517953.250000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1517953 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1520338.875000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1520339 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1520658.000000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1520658 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1520917.750000 Penalty: 4608.883789
	Iteration 3Q: 3 clusters Score -1520918 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1521175.000000 Penalty: 4608.883789
	Iteration 4Q: 3 clusters Score -1521175 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1521386.250000 Penalty: 4608.883789
	Iteration 5Q: 3 clusters Score -1521386 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1521582.125000 Penalty: 4608.883789
	Iteration 6Q: 3 clusters Score -1521582 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1521753.875000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1521754 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1521912.875000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1521913 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1522060.125000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1522060 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1522212.875000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1522213 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1522368.125000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1522368 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1522529.250000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1522529 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1522711.000000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1522711 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1522914.250000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1522914 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1523085.375000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1523085 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1523236.750000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1523237 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1523399.750000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1523400 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1523526.125000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1523526 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1523639.500000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1523640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1523727.125000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1523727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1523815.250000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1523815 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1523902.125000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1523902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1523972.500000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1523972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1524049.250000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1524049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1524105.875000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1524106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1524154.875000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1524155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1524193.750000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1524194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1524240.375000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1524240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1524275.500000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1524276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1524300.625000 Penalty: 4608.883789
	Iteration 30Q: 3 clusters Score -1524301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1524324.375000 Penalty: 4608.883789
	Iteration 31Q: 3 clusters Score -1524324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1524341.375000 Penalty: 4608.883789
	Iteration 32Q: 3 clusters Score -1524341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1524358.875000 Penalty: 4608.883789
	Iteration 33Q: 3 clusters Score -1524359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1524377.125000 Penalty: 4608.883789
	Iteration 34Q: 3 clusters Score -1524377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1524391.625000 Penalty: 4608.883789
	Iteration 35Q: 3 clusters Score -1524392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1524412.500000 Penalty: 4608.883789
	Iteration 36Q: 3 clusters Score -1524412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1524431.375000 Penalty: 4608.883789
	Iteration 37Q: 3 clusters Score -1524431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1524444.750000 Penalty: 4608.883789
	Iteration 38Q: 3 clusters Score -1524445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1524459.500000 Penalty: 4608.883789
	Iteration 39Q: 3 clusters Score -1524460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1524470.125000 Penalty: 4608.883789
	Iteration 40F: 3 clusters Score -1524470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1524481.500000 Penalty: 4608.883789
	Iteration 41Q: 3 clusters Score -1524482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1524496.000000 Penalty: 4608.883789
	Iteration 42Q: 3 clusters Score -1524496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1524507.750000 Penalty: 4608.883789
	Iteration 43Q: 3 clusters Score -1524508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1524514.625000 Penalty: 4608.883789
	Iteration 44Q: 3 clusters Score -1524515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1524521.375000 Penalty: 4608.883789
	Iteration 45Q: 3 clusters Score -1524521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1524525.875000 Penalty: 4608.883789
	Iteration 46Q: 3 clusters Score -1524526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1524529.000000 Penalty: 4608.883789
	Iteration 47Q: 3 clusters Score -1524529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1524539.000000 Penalty: 4608.883789
	Iteration 48Q: 3 clusters Score -1524539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1524542.125000 Penalty: 4608.883789
	Iteration 49Q: 3 clusters Score -1524542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1524546.375000 Penalty: 4608.883789
	Iteration 50Q: 3 clusters Score -1524546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1524553.750000 Penalty: 4608.883789
	Iteration 51Q: 3 clusters Score -1524554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1524558.250000 Penalty: 4608.883789
	Iteration 52Q: 3 clusters Score -1524558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1524566.625000 Penalty: 4608.883789
	Iteration 53Q: 3 clusters Score -1524567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1524567.500000 Penalty: 4608.883789
	Iteration 54Q: 3 clusters Score -1524568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1524567.000000 Penalty: 4608.883789
	Iteration 55Q: 3 clusters Score -1524567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1524568.625000 Penalty: 4608.883789
	Iteration 56Q: 3 clusters Score -1524569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1524570.500000 Penalty: 4608.883789
	Iteration 57Q: 3 clusters Score -1524570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1524572.375000 Penalty: 4608.883789
	Iteration 58Q: 3 clusters Score -1524572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1524573.000000 Penalty: 4608.883789
	Iteration 59Q: 3 clusters Score -1524573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1524573.500000 Penalty: 4608.883789
	Iteration 60F: 3 clusters Score -1524574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1524575.250000 Penalty: 4608.883789
	Iteration 61Q: 3 clusters Score -1524575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1524576.625000 Penalty: 4608.883789
	Iteration 62Q: 3 clusters Score -1524577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1524576.375000 Penalty: 4608.883789
	Iteration 63Q: 3 clusters Score -1524576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1524577.000000 Penalty: 4608.883789
	Iteration 64Q: 3 clusters Score -1524577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1524577.000000 Penalty: 4608.883789
	Iteration 65F: 3 clusters Score -1524577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -2711498.000000 Penalty: 2433.478516
	Iteration 0F: 2 clusters Score -2711498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2698360.750000 Penalty: 4866.957031
	Iteration 0F: 3 clusters Score -2698361 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2702648.500000 Penalty: 4866.957031
	Iteration 1F: 3 clusters Score -2702648 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2703061.750000 Penalty: 4866.957031
	Iteration 2F: 3 clusters Score -2703062 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2703341.000000 Penalty: 4866.957031
	Iteration 3Q: 3 clusters Score -2703341 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2703560.250000 Penalty: 4866.957031
	Iteration 4Q: 3 clusters Score -2703560 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2703775.500000 Penalty: 4866.957031
	Iteration 5Q: 3 clusters Score -2703776 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2703995.250000 Penalty: 4866.957031
	Iteration 6Q: 3 clusters Score -2703995 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2704252.000000 Penalty: 4866.957031
	Iteration 7Q: 3 clusters Score -2704252 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2704527.250000 Penalty: 4866.957031
	Iteration 8Q: 3 clusters Score -2704527 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2704888.750000 Penalty: 4866.957031
	Iteration 9Q: 3 clusters Score -2704889 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2705330.750000 Penalty: 4866.957031
	Iteration 10Q: 3 clusters Score -2705331 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2705941.000000 Penalty: 4866.957031
	Iteration 11Q: 3 clusters Score -2705941 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2706686.250000 Penalty: 4866.957031
	Iteration 12F: 3 clusters Score -2706686 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2707491.750000 Penalty: 4866.957031
	Iteration 13F: 3 clusters Score -2707492 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2708147.500000 Penalty: 4866.957031
	Iteration 14Q: 3 clusters Score -2708148 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2708584.750000 Penalty: 4866.957031
	Iteration 15Q: 3 clusters Score -2708585 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2708816.250000 Penalty: 4866.957031
	Iteration 16Q: 3 clusters Score -2708816 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2708940.500000 Penalty: 4866.957031
	Iteration 17Q: 3 clusters Score -2708940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2709021.750000 Penalty: 4866.957031
	Iteration 18Q: 3 clusters Score -2709022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2709081.500000 Penalty: 4866.957031
	Iteration 19Q: 3 clusters Score -2709082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2709126.750000 Penalty: 4866.957031
	Iteration 20F: 3 clusters Score -2709127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2709177.500000 Penalty: 4866.957031
	Iteration 21Q: 3 clusters Score -2709178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2709207.500000 Penalty: 4866.957031
	Iteration 22Q: 3 clusters Score -2709208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2709243.500000 Penalty: 4866.957031
	Iteration 23Q: 3 clusters Score -2709244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2709265.250000 Penalty: 4866.957031
	Iteration 24Q: 3 clusters Score -2709265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2709287.250000 Penalty: 4866.957031
	Iteration 25Q: 3 clusters Score -2709287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2709312.250000 Penalty: 4866.957031
	Iteration 26Q: 3 clusters Score -2709312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2709326.000000 Penalty: 4866.957031
	Iteration 27Q: 3 clusters Score -2709326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2709339.250000 Penalty: 4866.957031
	Iteration 28Q: 3 clusters Score -2709339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2709348.500000 Penalty: 4866.957031
	Iteration 29Q: 3 clusters Score -2709348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2709356.500000 Penalty: 4866.957031
	Iteration 30Q: 3 clusters Score -2709356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2709363.750000 Penalty: 4866.957031
	Iteration 31Q: 3 clusters Score -2709364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2709367.000000 Penalty: 4866.957031
	Iteration 32Q: 3 clusters Score -2709367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2709374.750000 Penalty: 4866.957031
	Iteration 33Q: 3 clusters Score -2709375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2709379.500000 Penalty: 4866.957031
	Iteration 34Q: 3 clusters Score -2709380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2709388.750000 Penalty: 4866.957031
	Iteration 35Q: 3 clusters Score -2709389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2709385.500000 Penalty: 4866.957031
	Iteration 36Q: 3 clusters Score -2709386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2709392.500000 Penalty: 4866.957031
	Iteration 37Q: 3 clusters Score -2709392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2709394.500000 Penalty: 4866.957031
	Iteration 38Q: 3 clusters Score -2709394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2709395.000000 Penalty: 4866.957031
	Iteration 39Q: 3 clusters Score -2709395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2709395.750000 Penalty: 4866.957031
	Iteration 40F: 3 clusters Score -2709396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2709396.750000 Penalty: 4866.957031
	Iteration 41Q: 3 clusters Score -2709397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2709399.750000 Penalty: 4866.957031
	Iteration 42Q: 3 clusters Score -2709400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2709399.250000 Penalty: 4866.957031
	Iteration 43Q: 3 clusters Score -2709399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2709400.250000 Penalty: 4866.957031
	Iteration 44Q: 3 clusters Score -2709400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2709401.250000 Penalty: 4866.957031
	Iteration 45Q: 3 clusters Score -2709401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2709402.500000 Penalty: 4866.957031
	Iteration 46Q: 3 clusters Score -2709402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2709404.000000 Penalty: 4866.957031
	Iteration 47Q: 3 clusters Score -2709404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2709403.750000 Penalty: 4866.957031
	Iteration 48Q: 3 clusters Score -2709404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2709404.500000 Penalty: 4866.957031
	Iteration 49Q: 3 clusters Score -2709404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2709409.750000 Penalty: 4866.957031
	Iteration 50Q: 3 clusters Score -2709410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2709412.000000 Penalty: 4866.957031
	Iteration 51Q: 3 clusters Score -2709412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2709417.000000 Penalty: 4866.957031
	Iteration 52Q: 3 clusters Score -2709417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2709416.500000 Penalty: 4866.957031
	Iteration 53Q: 3 clusters Score -2709416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2709415.250000 Penalty: 4866.957031
	Iteration 54Q: 3 clusters Score -2709415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2709423.500000 Penalty: 4866.957031
	Iteration 55Q: 3 clusters Score -2709424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2709422.500000 Penalty: 4866.957031
	Iteration 56Q: 3 clusters Score -2709422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2709424.500000 Penalty: 4866.957031
	Iteration 57Q: 3 clusters Score -2709424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2709422.500000 Penalty: 4866.957031
	Iteration 58Q: 3 clusters Score -2709422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2709430.000000 Penalty: 4866.957031
	Iteration 59Q: 3 clusters Score -2709430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2709433.750000 Penalty: 4866.957031
	Iteration 60F: 3 clusters Score -2709434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2709433.500000 Penalty: 4866.957031
	Iteration 61Q: 3 clusters Score -2709434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2709433.500000 Penalty: 4866.957031
	Iteration 62F: 3 clusters Score -2709434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79543.921875 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79543.92 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79851.312500 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79851.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80004.273438 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -80004.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80114.859375 Penalty: 3186.735107
	Iteration 3F: 3 clusters Score -80114.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80253.460938 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -80253.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80410.835938 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80410.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80515.601562 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80515.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80604.687500 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80604.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80667.140625 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80667.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80716.757812 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -80716.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80765.906250 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -80765.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80822.148438 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -80822.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80849.460938 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -80849.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80891.578125 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -80891.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80976.109375 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -80976.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80993.859375 Penalty: 3186.735107
	Iteration 15Q: 3 clusters Score -80993.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80998.984375 Penalty: 3186.735107
	Iteration 16F: 3 clusters Score -80998.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81017.148438 Penalty: 3186.735107
	Iteration 17Q: 3 clusters Score -81017.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81020.070312 Penalty: 3186.735107
	Iteration 18Q: 3 clusters Score -81020.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81022.062500 Penalty: 3186.735107
	Iteration 19Q: 3 clusters Score -81022.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81022.062500 Penalty: 3186.735107
	Iteration 20F: 3 clusters Score -81022.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -830277.750000 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -830277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -825299.500000 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -825299.5 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -826463.000000 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -826463 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -826667.625000 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -826667.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -826789.875000 Penalty: 4293.159180
	Iteration 3Q: 3 clusters Score -826789.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -826888.625000 Penalty: 4293.159180
	Iteration 4Q: 3 clusters Score -826888.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -826950.937500 Penalty: 4293.159180
	Iteration 5Q: 3 clusters Score -826950.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -827006.312500 Penalty: 4293.159180
	Iteration 6Q: 3 clusters Score -827006.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -827047.125000 Penalty: 4293.159180
	Iteration 7Q: 3 clusters Score -827047.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -827084.750000 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -827084.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -827116.687500 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -827116.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -827152.562500 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -827152.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -827179.625000 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -827179.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -827207.187500 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -827207.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -827235.250000 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -827235.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -827267.375000 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -827267.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -827297.062500 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -827297.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -827338.812500 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -827338.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -827374.062500 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -827374.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -827413.187500 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -827413.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -827453.875000 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -827453.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -827496.312500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -827496.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -827539.250000 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -827539.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -827588.875000 Penalty: 4293.159180
	Iteration 22Q: 3 clusters Score -827588.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -827658.187500 Penalty: 4293.159180
	Iteration 23Q: 3 clusters Score -827658.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -827732.625000 Penalty: 4293.159180
	Iteration 24Q: 3 clusters Score -827732.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -827809.937500 Penalty: 4293.159180
	Iteration 25Q: 3 clusters Score -827809.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -827895.750000 Penalty: 4293.159180
	Iteration 26Q: 3 clusters Score -827895.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -827979.500000 Penalty: 4293.159180
	Iteration 27Q: 3 clusters Score -827979.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -828059.062500 Penalty: 4293.159180
	Iteration 28Q: 3 clusters Score -828059.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -828132.062500 Penalty: 4293.159180
	Iteration 29Q: 3 clusters Score -828132.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -828192.062500 Penalty: 4293.159180
	Iteration 30Q: 3 clusters Score -828192.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -828243.187500 Penalty: 4293.159180
	Iteration 31Q: 3 clusters Score -828243.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -828275.937500 Penalty: 4293.159180
	Iteration 32Q: 3 clusters Score -828275.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -828310.375000 Penalty: 4293.159180
	Iteration 33Q: 3 clusters Score -828310.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -828335.437500 Penalty: 4293.159180
	Iteration 34Q: 3 clusters Score -828335.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -828356.437500 Penalty: 4293.159180
	Iteration 35Q: 3 clusters Score -828356.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -828375.625000 Penalty: 4293.159180
	Iteration 36Q: 3 clusters Score -828375.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -828389.750000 Penalty: 4293.159180
	Iteration 37Q: 3 clusters Score -828389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -828404.062500 Penalty: 4293.159180
	Iteration 38Q: 3 clusters Score -828404.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -828418.625000 Penalty: 4293.159180
	Iteration 39Q: 3 clusters Score -828418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -828429.750000 Penalty: 4293.159180
	Iteration 40F: 3 clusters Score -828429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -828438.375000 Penalty: 4293.159180
	Iteration 41Q: 3 clusters Score -828438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -828446.062500 Penalty: 4293.159180
	Iteration 42Q: 3 clusters Score -828446.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -828454.562500 Penalty: 4293.159180
	Iteration 43Q: 3 clusters Score -828454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -828456.937500 Penalty: 4293.159180
	Iteration 44Q: 3 clusters Score -828456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -828460.375000 Penalty: 4293.159180
	Iteration 45Q: 3 clusters Score -828460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -828462.250000 Penalty: 4293.159180
	Iteration 46Q: 3 clusters Score -828462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -828463.437500 Penalty: 4293.159180
	Iteration 47Q: 3 clusters Score -828463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -828464.687500 Penalty: 4293.159180
	Iteration 48Q: 3 clusters Score -828464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -828466.875000 Penalty: 4293.159180
	Iteration 49Q: 3 clusters Score -828466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -828469.375000 Penalty: 4293.159180
	Iteration 50Q: 3 clusters Score -828469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -828474.250000 Penalty: 4293.159180
	Iteration 51Q: 3 clusters Score -828474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -828480.187500 Penalty: 4293.159180
	Iteration 52Q: 3 clusters Score -828480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -828483.812500 Penalty: 4293.159180
	Iteration 53Q: 3 clusters Score -828483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -828488.625000 Penalty: 4293.159180
	Iteration 54Q: 3 clusters Score -828488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -828493.437500 Penalty: 4293.159180
	Iteration 55Q: 3 clusters Score -828493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -828496.437500 Penalty: 4293.159180
	Iteration 56Q: 3 clusters Score -828496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -828499.250000 Penalty: 4293.159180
	Iteration 57Q: 3 clusters Score -828499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -828501.562500 Penalty: 4293.159180
	Iteration 58Q: 3 clusters Score -828501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -828501.562500 Penalty: 4293.159180
	Iteration 59F: 3 clusters Score -828501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -504999.156250 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -504999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -501352.468750 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -501352.5 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -502182.843750 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -502182.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -502450.687500 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -502450.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -502700.437500 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -502700.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -502862.718750 Penalty: 4060.624512
	Iteration 4F: 3 clusters Score -502862.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -502995.656250 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -502995.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -503087.187500 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -503087.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -503156.906250 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -503156.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -503216.468750 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -503216.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -503284.812500 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -503284.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -503341.531250 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -503341.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -503390.531250 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -503390.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -503435.281250 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -503435.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -503470.125000 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -503470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -503496.531250 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -503496.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -503517.718750 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -503517.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503536.531250 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -503536.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -503549.812500 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -503549.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -503559.468750 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -503559.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -503570.125000 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -503570.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -503579.656250 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -503579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -503584.875000 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -503584.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -503592.218750 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -503592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -503601.250000 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -503601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -503607.906250 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -503607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -503612.500000 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -503612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -503616.250000 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -503616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -503620.093750 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -503620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -503626.093750 Penalty: 4060.624512
	Iteration 28Q: 3 clusters Score -503626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -503630.343750 Penalty: 4060.624512
	Iteration 29Q: 3 clusters Score -503630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -503631.687500 Penalty: 4060.624512
	Iteration 30Q: 3 clusters Score -503631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -503636.968750 Penalty: 4060.624512
	Iteration 31Q: 3 clusters Score -503637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -503644.281250 Penalty: 4060.624512
	Iteration 32Q: 3 clusters Score -503644.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -503653.000000 Penalty: 4060.624512
	Iteration 33Q: 3 clusters Score -503653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -503661.968750 Penalty: 4060.624512
	Iteration 34Q: 3 clusters Score -503662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -503665.625000 Penalty: 4060.624512
	Iteration 35Q: 3 clusters Score -503665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -503668.468750 Penalty: 4060.624512
	Iteration 36Q: 3 clusters Score -503668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -503669.375000 Penalty: 4060.624512
	Iteration 37Q: 3 clusters Score -503669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -503670.156250 Penalty: 4060.624512
	Iteration 38Q: 3 clusters Score -503670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -503674.000000 Penalty: 4060.624512
	Iteration 39Q: 3 clusters Score -503674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -503676.000000 Penalty: 4060.624512
	Iteration 40F: 3 clusters Score -503676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -503679.593750 Penalty: 4060.624512
	Iteration 41Q: 3 clusters Score -503679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -503682.718750 Penalty: 4060.624512
	Iteration 42Q: 3 clusters Score -503682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -503686.187500 Penalty: 4060.624512
	Iteration 43Q: 3 clusters Score -503686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -503689.906250 Penalty: 4060.624512
	Iteration 44Q: 3 clusters Score -503689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -503691.000000 Penalty: 4060.624512
	Iteration 45Q: 3 clusters Score -503691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -503692.656250 Penalty: 4060.624512
	Iteration 46Q: 3 clusters Score -503692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -503693.937500 Penalty: 4060.624512
	Iteration 47Q: 3 clusters Score -503693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -503695.875000 Penalty: 4060.624512
	Iteration 48Q: 3 clusters Score -503695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -503699.218750 Penalty: 4060.624512
	Iteration 49Q: 3 clusters Score -503699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -503702.656250 Penalty: 4060.624512
	Iteration 50Q: 3 clusters Score -503702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -503705.250000 Penalty: 4060.624512
	Iteration 51Q: 3 clusters Score -503705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -503708.250000 Penalty: 4060.624512
	Iteration 52Q: 3 clusters Score -503708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -503710.156250 Penalty: 4060.624512
	Iteration 53Q: 3 clusters Score -503710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -503714.156250 Penalty: 4060.624512
	Iteration 54Q: 3 clusters Score -503714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -503717.468750 Penalty: 4060.624512
	Iteration 55Q: 3 clusters Score -503717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -503718.875000 Penalty: 4060.624512
	Iteration 56Q: 3 clusters Score -503718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -503721.125000 Penalty: 4060.624512
	Iteration 57Q: 3 clusters Score -503721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -503725.406250 Penalty: 4060.624512
	Iteration 58Q: 3 clusters Score -503725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -503727.937500 Penalty: 4060.624512
	Iteration 59Q: 3 clusters Score -503727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -503729.625000 Penalty: 4060.624512
	Iteration 60F: 3 clusters Score -503729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -503731.218750 Penalty: 4060.624512
	Iteration 61Q: 3 clusters Score -503731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -503731.625000 Penalty: 4060.624512
	Iteration 62Q: 3 clusters Score -503731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -503731.562500 Penalty: 4060.624512
	Iteration 63Q: 3 clusters Score -503731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -503731.562500 Penalty: 4060.624512
	Iteration 64Q: 3 clusters Score -503731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -503732.093750 Penalty: 4060.624512
	Iteration 65Q: 3 clusters Score -503732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -503732.093750 Penalty: 4060.624512
	Iteration 66F: 3 clusters Score -503732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -373212.750000 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -373212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -370211.656250 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -370211.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -370777.562500 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -370777.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370947.968750 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -370948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -371040.156250 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -371040.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -371094.156250 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -371094.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -371134.468750 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -371134.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -371159.375000 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -371159.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -371178.593750 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -371178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -371196.937500 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -371196.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -371209.625000 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -371209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -371219.250000 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -371219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -371227.250000 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -371227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -371233.875000 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -371233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -371237.250000 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -371237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371238.406250 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -371238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -371240.312500 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -371240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -371241.156250 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -371241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -371242.125000 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -371242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -371242.125000 Penalty: 3892.877686
	Iteration 18F: 3 clusters Score -371242.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -27569.628906 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -27569.63 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 114 members 
Entering Unmasked Estep 
Score: -26465.244141 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -26465.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26624.107422 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -26624.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26702.845703 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -26702.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26739.083984 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -26739.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26758.677734 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -26758.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26777.140625 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -26777.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26802.236328 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -26802.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26802.236328 Penalty: 2722.513184
	Iteration 7F: 3 clusters Score -26802.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -185612.046875 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -185612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183224.500000 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -183224.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -183718.328125 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -183718.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -183932.875000 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -183932.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184026.703125 Penalty: 3665.836182
	Iteration 3F: 3 clusters Score -184026.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184075.140625 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -184075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184099.109375 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -184099.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184116.296875 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -184116.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184132.796875 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -184132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -184147.453125 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -184147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184153.109375 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -184153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -184155.750000 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -184155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -184159.734375 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -184159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -184164.265625 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -184164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184168.140625 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -184168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -184173.671875 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -184173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -184178.578125 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -184178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184181.968750 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -184182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184185.859375 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -184185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184188.062500 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -184188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -184191.093750 Penalty: 3665.836182
	Iteration 19Q: 3 clusters Score -184191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -184198.453125 Penalty: 3665.836182
	Iteration 20F: 3 clusters Score -184198.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -184206.859375 Penalty: 3665.836182
	Iteration 21Q: 3 clusters Score -184206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -184211.000000 Penalty: 3665.836182
	Iteration 22Q: 3 clusters Score -184211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -184214.281250 Penalty: 3665.836182
	Iteration 23Q: 3 clusters Score -184214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184219.093750 Penalty: 3665.836182
	Iteration 24Q: 3 clusters Score -184219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -184226.750000 Penalty: 3665.836182
	Iteration 25Q: 3 clusters Score -184226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184231.703125 Penalty: 3665.836182
	Iteration 26Q: 3 clusters Score -184231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184236.218750 Penalty: 3665.836182
	Iteration 27Q: 3 clusters Score -184236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -184238.828125 Penalty: 3665.836182
	Iteration 28Q: 3 clusters Score -184238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184241.375000 Penalty: 3665.836182
	Iteration 29Q: 3 clusters Score -184241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184243.828125 Penalty: 3665.836182
	Iteration 30Q: 3 clusters Score -184243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184245.140625 Penalty: 3665.836182
	Iteration 31Q: 3 clusters Score -184245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -184247.468750 Penalty: 3665.836182
	Iteration 32Q: 3 clusters Score -184247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184250.031250 Penalty: 3665.836182
	Iteration 33Q: 3 clusters Score -184250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184251.609375 Penalty: 3665.836182
	Iteration 34Q: 3 clusters Score -184251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184253.234375 Penalty: 3665.836182
	Iteration 35Q: 3 clusters Score -184253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184255.437500 Penalty: 3665.836182
	Iteration 36Q: 3 clusters Score -184255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -184259.765625 Penalty: 3665.836182
	Iteration 37Q: 3 clusters Score -184259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184265.359375 Penalty: 3665.836182
	Iteration 38Q: 3 clusters Score -184265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184271.250000 Penalty: 3665.836182
	Iteration 39Q: 3 clusters Score -184271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184274.437500 Penalty: 3665.836182
	Iteration 40F: 3 clusters Score -184274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184279.609375 Penalty: 3665.836182
	Iteration 41Q: 3 clusters Score -184279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184282.359375 Penalty: 3665.836182
	Iteration 42Q: 3 clusters Score -184282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184283.640625 Penalty: 3665.836182
	Iteration 43Q: 3 clusters Score -184283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -184285.062500 Penalty: 3665.836182
	Iteration 44Q: 3 clusters Score -184285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184285.296875 Penalty: 3665.836182
	Iteration 45Q: 3 clusters Score -184285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184285.656250 Penalty: 3665.836182
	Iteration 46Q: 3 clusters Score -184285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184285.656250 Penalty: 3665.836182
	Iteration 47F: 3 clusters Score -184285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209906 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 9128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 25064 members 
Mstep: Class 11 contains 23585 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34341 members 
Mstep: Class 15 contains 118125 members 
Mstep: Class 16 contains 33212 members 
Mstep: Class 17 contains 51239 members 
Mstep: Class 18 contains 104137 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 41006 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 18259 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128939304.000000 Penalty: 115654.703125
Iteration 119Q: 35 clusters Score -1.289393e+08 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211535 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 10190 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 24771 members 
Mstep: Class 11 contains 23923 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 34572 members 
Mstep: Class 15 contains 119259 members 
Mstep: Class 16 contains 32850 members 
Mstep: Class 17 contains 51708 members 
Mstep: Class 18 contains 105666 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26529 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 40999 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5743 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1673 members 
Mstep: Class 32 contains 5933 members 
Mstep: Class 33 contains 71835 members 
Mstep: Class 34 contains 81 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128941688.000000 Penalty: 115654.703125
Iteration 120F: 35 clusters Score -1.289417e+08 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211430 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 10805 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 10187 members 
Mstep: Class 7 contains 9975 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8167 members 
Mstep: Class 10 contains 24601 members 
Mstep: Class 11 contains 23759 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 34700 members 
Mstep: Class 15 contains 119804 members 
Mstep: Class 16 contains 32597 members 
Mstep: Class 17 contains 51811 members 
Mstep: Class 18 contains 106670 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26457 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 37997 members 
Mstep: Class 23 contains 41024 members 
Mstep: Class 24 contains 11215 members 
Mstep: Class 25 contains 18564 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1675 members 
Mstep: Class 32 contains 6282 members 
Mstep: Class 33 contains 70261 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943216.000000 Penalty: 115654.703125
Iteration 121Q: 35 clusters Score -1.289432e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211400 members 
Mstep: Class 3 contains 19884 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 10217 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 24432 members 
Mstep: Class 11 contains 23718 members 
Mstep: Class 12 contains 9101 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 34858 members 
Mstep: Class 15 contains 120305 members 
Mstep: Class 16 contains 32370 members 
Mstep: Class 17 contains 51937 members 
Mstep: Class 18 contains 107496 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26391 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 37994 members 
Mstep: Class 23 contains 40998 members 
Mstep: Class 24 contains 11387 members 
Mstep: Class 25 contains 18684 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1694 members 
Mstep: Class 32 contains 6444 members 
Mstep: Class 33 contains 68702 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128943704.000000 Penalty: 115654.703125
Iteration 122Q: 35 clusters Score -1.289437e+08 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211321 members 
Mstep: Class 3 contains 19794 members 
Mstep: Class 4 contains 10858 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 10192 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 24312 members 
Mstep: Class 11 contains 23673 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35041 members 
Mstep: Class 15 contains 120771 members 
Mstep: Class 16 contains 32163 members 
Mstep: Class 17 contains 52023 members 
Mstep: Class 18 contains 108166 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26333 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 40950 members 
Mstep: Class 24 contains 11599 members 
Mstep: Class 25 contains 18790 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5743 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 6549 members 
Mstep: Class 33 contains 67392 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944840.000000 Penalty: 115654.703125
Iteration 123Q: 35 clusters Score -1.289448e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211328 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 8048 members 
Mstep: Class 10 contains 24177 members 
Mstep: Class 11 contains 23636 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 121189 members 
Mstep: Class 16 contains 32018 members 
Mstep: Class 17 contains 52045 members 
Mstep: Class 18 contains 108685 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26281 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38057 members 
Mstep: Class 23 contains 40901 members 
Mstep: Class 24 contains 11837 members 
Mstep: Class 25 contains 18880 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1730 members 
Mstep: Class 32 contains 6638 members 
Mstep: Class 33 contains 66237 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128944920.000000 Penalty: 115654.703125
Iteration 124Q: 35 clusters Score -1.289449e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211279 members 
Mstep: Class 3 contains 19647 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 24071 members 
Mstep: Class 11 contains 23583 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35380 members 
Mstep: Class 15 contains 121499 members 
Mstep: Class 16 contains 31871 members 
Mstep: Class 17 contains 52099 members 
Mstep: Class 18 contains 109067 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26243 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38092 members 
Mstep: Class 23 contains 40864 members 
Mstep: Class 24 contains 12055 members 
Mstep: Class 25 contains 18979 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5748 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1749 members 
Mstep: Class 32 contains 6713 members 
Mstep: Class 33 contains 65332 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945224.000000 Penalty: 115654.703125
Iteration 125Q: 35 clusters Score -1.289452e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 211209 members 
Mstep: Class 3 contains 19579 members 
Mstep: Class 4 contains 10891 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 10799 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 24000 members 
Mstep: Class 11 contains 23552 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 121784 members 
Mstep: Class 16 contains 31744 members 
Mstep: Class 17 contains 52137 members 
Mstep: Class 18 contains 109307 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26211 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38119 members 
Mstep: Class 23 contains 40829 members 
Mstep: Class 24 contains 12265 members 
Mstep: Class 25 contains 19055 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5749 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1762 members 
Mstep: Class 32 contains 6769 members 
Mstep: Class 33 contains 64608 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945912.000000 Penalty: 115654.703125
Iteration 126Q: 35 clusters Score -1.289459e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 211105 members 
Mstep: Class 3 contains 19521 members 
Mstep: Class 4 contains 10905 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 10 contains 23951 members 
Mstep: Class 11 contains 23516 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35697 members 
Mstep: Class 15 contains 121980 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 52133 members 
Mstep: Class 18 contains 109549 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26183 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38145 members 
Mstep: Class 23 contains 40792 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 19124 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5750 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1776 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 64017 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945968.000000 Penalty: 115654.703125
Iteration 127Q: 35 clusters Score -1.28946e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211082 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 23874 members 
Mstep: Class 11 contains 23468 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35843 members 
Mstep: Class 15 contains 122158 members 
Mstep: Class 16 contains 31541 members 
Mstep: Class 17 contains 52132 members 
Mstep: Class 18 contains 109720 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26144 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38172 members 
Mstep: Class 23 contains 40765 members 
Mstep: Class 24 contains 12710 members 
Mstep: Class 25 contains 19172 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5750 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 6871 members 
Mstep: Class 33 contains 63509 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946160.000000 Penalty: 115654.703125
Iteration 128Q: 35 clusters Score -1.289462e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211101 members 
Mstep: Class 3 contains 19425 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 10212 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7836 members 
Mstep: Class 10 contains 23800 members 
Mstep: Class 11 contains 23451 members 
Mstep: Class 12 contains 8812 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 35979 members 
Mstep: Class 15 contains 122241 members 
Mstep: Class 16 contains 31473 members 
Mstep: Class 17 contains 52101 members 
Mstep: Class 18 contains 109885 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26100 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38188 members 
Mstep: Class 23 contains 40736 members 
Mstep: Class 24 contains 12911 members 
Mstep: Class 25 contains 19200 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5751 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1791 members 
Mstep: Class 32 contains 6910 members 
Mstep: Class 33 contains 63086 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945992.000000 Penalty: 115654.703125
Iteration 129Q: 35 clusters Score -1.28946e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211151 members 
Mstep: Class 3 contains 19393 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 10218 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7807 members 
Mstep: Class 10 contains 23721 members 
Mstep: Class 11 contains 23445 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36099 members 
Mstep: Class 15 contains 122297 members 
Mstep: Class 16 contains 31393 members 
Mstep: Class 17 contains 52110 members 
Mstep: Class 18 contains 109976 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38203 members 
Mstep: Class 23 contains 40720 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 19241 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5751 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 6926 members 
Mstep: Class 33 contains 62728 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128945840.000000 Penalty: 115654.703125
Iteration 130Q: 35 clusters Score -1.289458e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211151 members 
Mstep: Class 3 contains 19354 members 
Mstep: Class 4 contains 10885 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 23662 members 
Mstep: Class 11 contains 23423 members 
Mstep: Class 12 contains 8791 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36213 members 
Mstep: Class 15 contains 122361 members 
Mstep: Class 16 contains 31343 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 109971 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26030 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38213 members 
Mstep: Class 23 contains 40705 members 
Mstep: Class 24 contains 13314 members 
Mstep: Class 25 contains 19273 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5751 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1818 members 
Mstep: Class 32 contains 6948 members 
Mstep: Class 33 contains 62468 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946256.000000 Penalty: 115654.703125
Iteration 131Q: 35 clusters Score -1.289463e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211164 members 
Mstep: Class 3 contains 19329 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 10239 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 23614 members 
Mstep: Class 11 contains 23405 members 
Mstep: Class 12 contains 8782 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36289 members 
Mstep: Class 15 contains 122406 members 
Mstep: Class 16 contains 31257 members 
Mstep: Class 17 contains 52133 members 
Mstep: Class 18 contains 109965 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 26014 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38226 members 
Mstep: Class 23 contains 40685 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 19296 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1822 members 
Mstep: Class 32 contains 6968 members 
Mstep: Class 33 contains 62278 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946144.000000 Penalty: 115654.703125
Iteration 132Q: 35 clusters Score -1.289461e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211181 members 
Mstep: Class 3 contains 19303 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 11262 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 23564 members 
Mstep: Class 11 contains 23379 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36372 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 31209 members 
Mstep: Class 17 contains 52122 members 
Mstep: Class 18 contains 109930 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 25995 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38240 members 
Mstep: Class 23 contains 40671 members 
Mstep: Class 24 contains 13705 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1827 members 
Mstep: Class 32 contains 6976 members 
Mstep: Class 33 contains 62097 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946336.000000 Penalty: 115654.703125
Iteration 133Q: 35 clusters Score -1.289463e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211190 members 
Mstep: Class 3 contains 19279 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 11305 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 23342 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 122458 members 
Mstep: Class 16 contains 31157 members 
Mstep: Class 17 contains 52114 members 
Mstep: Class 18 contains 109895 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 25982 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38246 members 
Mstep: Class 23 contains 40665 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1835 members 
Mstep: Class 32 contains 6978 members 
Mstep: Class 33 contains 61959 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946144.000000 Penalty: 115654.703125
Iteration 134Q: 35 clusters Score -1.289461e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211222 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 23482 members 
Mstep: Class 11 contains 23293 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36524 members 
Mstep: Class 15 contains 122462 members 
Mstep: Class 16 contains 31111 members 
Mstep: Class 17 contains 52075 members 
Mstep: Class 18 contains 109824 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25968 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38248 members 
Mstep: Class 23 contains 40657 members 
Mstep: Class 24 contains 14124 members 
Mstep: Class 25 contains 19337 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1844 members 
Mstep: Class 32 contains 6978 members 
Mstep: Class 33 contains 61839 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 35 clusters Score -1.28946e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211223 members 
Mstep: Class 3 contains 19244 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 23458 members 
Mstep: Class 11 contains 23243 members 
Mstep: Class 12 contains 8782 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36617 members 
Mstep: Class 15 contains 122474 members 
Mstep: Class 16 contains 31066 members 
Mstep: Class 17 contains 52034 members 
Mstep: Class 18 contains 109738 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25950 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38250 members 
Mstep: Class 23 contains 40653 members 
Mstep: Class 24 contains 14397 members 
Mstep: Class 25 contains 19349 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1851 members 
Mstep: Class 32 contains 6984 members 
Mstep: Class 33 contains 61704 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 35 clusters Score -1.289463e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 211256 members 
Mstep: Class 3 contains 19230 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 23437 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36702 members 
Mstep: Class 15 contains 122475 members 
Mstep: Class 16 contains 31027 members 
Mstep: Class 17 contains 51978 members 
Mstep: Class 18 contains 109672 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25933 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38251 members 
Mstep: Class 23 contains 40641 members 
Mstep: Class 24 contains 14667 members 
Mstep: Class 25 contains 19356 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 6985 members 
Mstep: Class 33 contains 61586 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 35 clusters Score -1.289462e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 211289 members 
Mstep: Class 3 contains 19207 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 10367 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 23417 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36787 members 
Mstep: Class 15 contains 122459 members 
Mstep: Class 16 contains 30987 members 
Mstep: Class 17 contains 51910 members 
Mstep: Class 18 contains 109603 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38255 members 
Mstep: Class 23 contains 40634 members 
Mstep: Class 24 contains 14946 members 
Mstep: Class 25 contains 19375 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 6989 members 
Mstep: Class 33 contains 61478 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
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Iteration 138Q: 35 clusters Score -1.289464e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211297 members 
Mstep: Class 3 contains 19189 members 
Mstep: Class 4 contains 10840 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 10386 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 23388 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36844 members 
Mstep: Class 15 contains 122456 members 
Mstep: Class 16 contains 30960 members 
Mstep: Class 17 contains 51844 members 
Mstep: Class 18 contains 109520 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25916 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38265 members 
Mstep: Class 23 contains 40630 members 
Mstep: Class 24 contains 15240 members 
Mstep: Class 25 contains 19384 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1858 members 
Mstep: Class 32 contains 6994 members 
Mstep: Class 33 contains 61412 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946592.000000 Penalty: 115654.703125
Iteration 139Q: 35 clusters Score -1.289466e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211319 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 10826 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 10402 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 23372 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36909 members 
Mstep: Class 15 contains 122445 members 
Mstep: Class 16 contains 30942 members 
Mstep: Class 17 contains 51791 members 
Mstep: Class 18 contains 109431 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 40620 members 
Mstep: Class 24 contains 15513 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1863 members 
Mstep: Class 32 contains 6999 members 
Mstep: Class 33 contains 61335 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946792.000000 Penalty: 115654.703125
Iteration 140F: 35 clusters Score -1.289468e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211323 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 23362 members 
Mstep: Class 11 contains 22925 members 
Mstep: Class 12 contains 8770 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 36957 members 
Mstep: Class 15 contains 122441 members 
Mstep: Class 16 contains 30926 members 
Mstep: Class 17 contains 51721 members 
Mstep: Class 18 contains 109374 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25885 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38275 members 
Mstep: Class 23 contains 40606 members 
Mstep: Class 24 contains 15789 members 
Mstep: Class 25 contains 19397 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 2544 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1865 members 
Mstep: Class 32 contains 7002 members 
Mstep: Class 33 contains 61276 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946880.000000 Penalty: 115654.703125
Iteration 141Q: 35 clusters Score -1.289469e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211301 members 
Mstep: Class 3 contains 19146 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 23349 members 
Mstep: Class 11 contains 22854 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37000 members 
Mstep: Class 15 contains 122410 members 
Mstep: Class 16 contains 30901 members 
Mstep: Class 17 contains 51677 members 
Mstep: Class 18 contains 109334 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38278 members 
Mstep: Class 23 contains 40595 members 
Mstep: Class 24 contains 16088 members 
Mstep: Class 25 contains 19396 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 7006 members 
Mstep: Class 33 contains 61218 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946968.000000 Penalty: 115654.703125
Iteration 142Q: 35 clusters Score -1.28947e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211280 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 10789 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10485 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 23328 members 
Mstep: Class 11 contains 22769 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37046 members 
Mstep: Class 15 contains 122386 members 
Mstep: Class 16 contains 30886 members 
Mstep: Class 17 contains 51620 members 
Mstep: Class 18 contains 109298 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38282 members 
Mstep: Class 23 contains 40584 members 
Mstep: Class 24 contains 16396 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 7010 members 
Mstep: Class 33 contains 61159 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946920.000000 Penalty: 115654.703125
Iteration 143Q: 35 clusters Score -1.289469e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211257 members 
Mstep: Class 3 contains 19122 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 23313 members 
Mstep: Class 11 contains 22706 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37096 members 
Mstep: Class 15 contains 122355 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 51551 members 
Mstep: Class 18 contains 109279 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38284 members 
Mstep: Class 23 contains 40570 members 
Mstep: Class 24 contains 16708 members 
Mstep: Class 25 contains 19386 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 7012 members 
Mstep: Class 33 contains 61100 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128946848.000000 Penalty: 115654.703125
Iteration 144Q: 35 clusters Score -1.289468e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211217 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 10753 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 23302 members 
Mstep: Class 11 contains 22638 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37138 members 
Mstep: Class 15 contains 122327 members 
Mstep: Class 16 contains 30828 members 
Mstep: Class 17 contains 51486 members 
Mstep: Class 18 contains 109261 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25840 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38290 members 
Mstep: Class 23 contains 40556 members 
Mstep: Class 24 contains 17012 members 
Mstep: Class 25 contains 19387 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 7013 members 
Mstep: Class 33 contains 61070 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947112.000000 Penalty: 115654.703125
Iteration 145Q: 35 clusters Score -1.289471e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211177 members 
Mstep: Class 3 contains 19108 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7167 members 
Mstep: Class 10 contains 23289 members 
Mstep: Class 11 contains 22554 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37184 members 
Mstep: Class 15 contains 122298 members 
Mstep: Class 16 contains 30803 members 
Mstep: Class 17 contains 51427 members 
Mstep: Class 18 contains 109250 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25830 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38292 members 
Mstep: Class 23 contains 40547 members 
Mstep: Class 24 contains 17298 members 
Mstep: Class 25 contains 19387 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2538 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1872 members 
Mstep: Class 32 contains 7013 members 
Mstep: Class 33 contains 61038 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947112.000000 Penalty: 115654.703125
Iteration 146Q: 35 clusters Score -1.289471e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211160 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 23279 members 
Mstep: Class 11 contains 22460 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37223 members 
Mstep: Class 15 contains 122259 members 
Mstep: Class 16 contains 30775 members 
Mstep: Class 17 contains 51362 members 
Mstep: Class 18 contains 109245 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25823 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38296 members 
Mstep: Class 23 contains 40540 members 
Mstep: Class 24 contains 17607 members 
Mstep: Class 25 contains 19393 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 60999 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947400.000000 Penalty: 115654.703125
Iteration 147Q: 35 clusters Score -1.289474e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 211148 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 10703 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 23263 members 
Mstep: Class 11 contains 22365 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37239 members 
Mstep: Class 15 contains 122222 members 
Mstep: Class 16 contains 30750 members 
Mstep: Class 17 contains 51294 members 
Mstep: Class 18 contains 109230 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25826 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38299 members 
Mstep: Class 23 contains 40532 members 
Mstep: Class 24 contains 17931 members 
Mstep: Class 25 contains 19399 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1880 members 
Mstep: Class 32 contains 7010 members 
Mstep: Class 33 contains 60959 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947208.000000 Penalty: 115654.703125
Iteration 148Q: 35 clusters Score -1.289472e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 211126 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 10682 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10647 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 23260 members 
Mstep: Class 11 contains 22260 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37255 members 
Mstep: Class 15 contains 122146 members 
Mstep: Class 16 contains 30723 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 109201 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25837 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38300 members 
Mstep: Class 23 contains 40526 members 
Mstep: Class 24 contains 18261 members 
Mstep: Class 25 contains 19402 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1881 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 60938 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947536.000000 Penalty: 115654.703125
Iteration 149Q: 35 clusters Score -1.289475e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 211092 members 
Mstep: Class 3 contains 19073 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10665 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 23262 members 
Mstep: Class 11 contains 22144 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37281 members 
Mstep: Class 15 contains 122074 members 
Mstep: Class 16 contains 30705 members 
Mstep: Class 17 contains 51235 members 
Mstep: Class 18 contains 109169 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38301 members 
Mstep: Class 23 contains 40525 members 
Mstep: Class 24 contains 18584 members 
Mstep: Class 25 contains 19397 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1883 members 
Mstep: Class 32 contains 7021 members 
Mstep: Class 33 contains 60911 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128947880.000000 Penalty: 115654.703125
Iteration 150Q: 35 clusters Score -1.289479e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 211060 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 10647 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 23258 members 
Mstep: Class 11 contains 22040 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37291 members 
Mstep: Class 15 contains 122027 members 
Mstep: Class 16 contains 30675 members 
Mstep: Class 17 contains 51193 members 
Mstep: Class 18 contains 109160 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38298 members 
Mstep: Class 23 contains 40521 members 
Mstep: Class 24 contains 18914 members 
Mstep: Class 25 contains 19394 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1884 members 
Mstep: Class 32 contains 7023 members 
Mstep: Class 33 contains 60876 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948064.000000 Penalty: 115654.703125
Iteration 151Q: 35 clusters Score -1.289481e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 211035 members 
Mstep: Class 3 contains 19062 members 
Mstep: Class 4 contains 10633 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10694 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 23258 members 
Mstep: Class 11 contains 21916 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37293 members 
Mstep: Class 15 contains 121994 members 
Mstep: Class 16 contains 30659 members 
Mstep: Class 17 contains 51141 members 
Mstep: Class 18 contains 109126 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38299 members 
Mstep: Class 23 contains 40515 members 
Mstep: Class 24 contains 19251 members 
Mstep: Class 25 contains 19390 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1888 members 
Mstep: Class 32 contains 7027 members 
Mstep: Class 33 contains 60845 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948096.000000 Penalty: 115654.703125
Iteration 152Q: 35 clusters Score -1.289481e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210986 members 
Mstep: Class 3 contains 19064 members 
Mstep: Class 4 contains 10609 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 23254 members 
Mstep: Class 11 contains 21805 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37297 members 
Mstep: Class 15 contains 121957 members 
Mstep: Class 16 contains 30627 members 
Mstep: Class 17 contains 51088 members 
Mstep: Class 18 contains 109124 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38297 members 
Mstep: Class 23 contains 40512 members 
Mstep: Class 24 contains 19595 members 
Mstep: Class 25 contains 19388 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1890 members 
Mstep: Class 32 contains 7025 members 
Mstep: Class 33 contains 60821 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948328.000000 Penalty: 115654.703125
Iteration 153Q: 35 clusters Score -1.289483e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210954 members 
Mstep: Class 3 contains 19062 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 10721 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6758 members 
Mstep: Class 10 contains 23252 members 
Mstep: Class 11 contains 21707 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37293 members 
Mstep: Class 15 contains 121929 members 
Mstep: Class 16 contains 30597 members 
Mstep: Class 17 contains 51028 members 
Mstep: Class 18 contains 109139 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25858 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38293 members 
Mstep: Class 23 contains 40508 members 
Mstep: Class 24 contains 19934 members 
Mstep: Class 25 contains 19385 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1893 members 
Mstep: Class 32 contains 7024 members 
Mstep: Class 33 contains 60785 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948336.000000 Penalty: 115654.703125
Iteration 154Q: 35 clusters Score -1.289483e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210935 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 11755 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 23247 members 
Mstep: Class 11 contains 21611 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37291 members 
Mstep: Class 15 contains 121914 members 
Mstep: Class 16 contains 30577 members 
Mstep: Class 17 contains 50951 members 
Mstep: Class 18 contains 109129 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25858 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38293 members 
Mstep: Class 23 contains 40503 members 
Mstep: Class 24 contains 20259 members 
Mstep: Class 25 contains 19383 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1896 members 
Mstep: Class 32 contains 7027 members 
Mstep: Class 33 contains 60748 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948432.000000 Penalty: 115654.703125
Iteration 155Q: 35 clusters Score -1.289484e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210903 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 11771 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 23242 members 
Mstep: Class 11 contains 21499 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37300 members 
Mstep: Class 15 contains 121901 members 
Mstep: Class 16 contains 30550 members 
Mstep: Class 17 contains 50875 members 
Mstep: Class 18 contains 109115 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25866 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38294 members 
Mstep: Class 23 contains 40502 members 
Mstep: Class 24 contains 20587 members 
Mstep: Class 25 contains 19381 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1900 members 
Mstep: Class 32 contains 7030 members 
Mstep: Class 33 contains 60710 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948880.000000 Penalty: 115654.703125
Iteration 156Q: 35 clusters Score -1.289489e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210897 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 10761 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 23239 members 
Mstep: Class 11 contains 21375 members 
Mstep: Class 12 contains 8755 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37301 members 
Mstep: Class 15 contains 121874 members 
Mstep: Class 16 contains 30547 members 
Mstep: Class 17 contains 50814 members 
Mstep: Class 18 contains 109102 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38299 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 20885 members 
Mstep: Class 25 contains 19378 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1904 members 
Mstep: Class 32 contains 7031 members 
Mstep: Class 33 contains 60686 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949056.000000 Penalty: 115654.703125
Iteration 157Q: 35 clusters Score -1.289491e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210883 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 23228 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37299 members 
Mstep: Class 15 contains 121852 members 
Mstep: Class 16 contains 30525 members 
Mstep: Class 17 contains 50736 members 
Mstep: Class 18 contains 109102 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38297 members 
Mstep: Class 23 contains 40498 members 
Mstep: Class 24 contains 21211 members 
Mstep: Class 25 contains 19376 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7034 members 
Mstep: Class 33 contains 60659 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949040.000000 Penalty: 115654.703125
Iteration 158Q: 35 clusters Score -1.28949e+08 nChanged 792
Entering ConstructFrom: 
Score: -128949040.000000 Penalty: 115654.703125
Entering ConstructFrom: 
Trying to split cluster 1 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -152505.828125 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -152505.8 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 565 members 
Entering Unmasked Estep 
Score: -150456.890625 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -150456.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150775.906250 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -150775.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150859.890625 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -150859.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150899.859375 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -150899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150920.281250 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -150920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150931.390625 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -150931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150941.828125 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -150941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150948.453125 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -150948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150950.093750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -150950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -150952.312500 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -150952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150956.046875 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -150956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -150957.781250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -150957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -150958.468750 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -150958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150958.796875 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -150958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150958.796875 Penalty: 3492.540283
	Iteration 14F: 3 clusters Score -150958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210862 members 
Entering Unmasked Estep 
Score: -30857544.000000 Penalty: 3040.221680
	Iteration 0F: 2 clusters Score -3.085754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -30731430.000000 Penalty: 6080.443359
	Iteration 0F: 3 clusters Score -3.073143e+07 nChanged 101421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -30791072.000000 Penalty: 6080.443359
	Iteration 1F: 3 clusters Score -3.079107e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -30792076.000000 Penalty: 6080.443359
	Iteration 2Q: 3 clusters Score -3.079208e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -30793884.000000 Penalty: 6080.443359
	Iteration 3Q: 3 clusters Score -3.079388e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -30795994.000000 Penalty: 6080.443359
	Iteration 4Q: 3 clusters Score -3.079599e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -30799492.000000 Penalty: 6080.443359
	Iteration 5Q: 3 clusters Score -3.079949e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -30804040.000000 Penalty: 6080.443359
	Iteration 6Q: 3 clusters Score -3.080404e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -30810564.000000 Penalty: 6080.443359
	Iteration 7F: 3 clusters Score -3.081056e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -30818030.000000 Penalty: 6080.443359
	Iteration 8F: 3 clusters Score -3.081803e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -30825828.000000 Penalty: 6080.443359
	Iteration 9F: 3 clusters Score -3.082583e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -30832006.000000 Penalty: 6080.443359
	Iteration 10F: 3 clusters Score -3.083201e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -30835198.000000 Penalty: 6080.443359
	Iteration 11Q: 3 clusters Score -3.08352e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -30836794.000000 Penalty: 6080.443359
	Iteration 12Q: 3 clusters Score -3.083679e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -30837580.000000 Penalty: 6080.443359
	Iteration 13Q: 3 clusters Score -3.083758e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -30837740.000000 Penalty: 6080.443359
	Iteration 14Q: 3 clusters Score -3.083774e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -30837806.000000 Penalty: 6080.443359
	Iteration 15Q: 3 clusters Score -3.083781e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -30837776.000000 Penalty: 6080.443359
	Iteration 16Q: 3 clusters Score -3.083778e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -30837836.000000 Penalty: 6080.443359
	Iteration 17Q: 3 clusters Score -3.083784e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -30837858.000000 Penalty: 6080.443359
	Iteration 18Q: 3 clusters Score -3.083786e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -30837784.000000 Penalty: 6080.443359
	Iteration 19Q: 3 clusters Score -3.083778e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143952 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -30837744.000000 Penalty: 6080.443359
	Iteration 20F: 3 clusters Score -3.083774e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -30837616.000000 Penalty: 6080.443359
	Iteration 21Q: 3 clusters Score -3.083762e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -30837846.000000 Penalty: 6080.443359
	Iteration 22Q: 3 clusters Score -3.083785e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -30837776.000000 Penalty: 6080.443359
	Iteration 23Q: 3 clusters Score -3.083778e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139281 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -30837906.000000 Penalty: 6080.443359
	Iteration 24Q: 3 clusters Score -3.083791e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -30838086.000000 Penalty: 6080.443359
	Iteration 25Q: 3 clusters Score -3.083809e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -30838164.000000 Penalty: 6080.443359
	Iteration 26Q: 3 clusters Score -3.083816e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -30838246.000000 Penalty: 6080.443359
	Iteration 27Q: 3 clusters Score -3.083825e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132457 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -30838284.000000 Penalty: 6080.443359
	Iteration 28Q: 3 clusters Score -3.083828e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -30838412.000000 Penalty: 6080.443359
	Iteration 29Q: 3 clusters Score -3.083841e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -30838536.000000 Penalty: 6080.443359
	Iteration 30Q: 3 clusters Score -3.083854e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126222 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -30838990.000000 Penalty: 6080.443359
	Iteration 31Q: 3 clusters Score -3.083899e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -30839206.000000 Penalty: 6080.443359
	Iteration 32Q: 3 clusters Score -3.083921e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121841 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -30839518.000000 Penalty: 6080.443359
	Iteration 33Q: 3 clusters Score -3.083952e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119648 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -30839810.000000 Penalty: 6080.443359
	Iteration 34Q: 3 clusters Score -3.083981e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -30840214.000000 Penalty: 6080.443359
	Iteration 35Q: 3 clusters Score -3.084021e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -30840596.000000 Penalty: 6080.443359
	Iteration 36Q: 3 clusters Score -3.08406e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -30841290.000000 Penalty: 6080.443359
	Iteration 37Q: 3 clusters Score -3.084129e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -30841874.000000 Penalty: 6080.443359
	Iteration 38Q: 3 clusters Score -3.084187e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -30842510.000000 Penalty: 6080.443359
	Iteration 39Q: 3 clusters Score -3.084251e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -30843216.000000 Penalty: 6080.443359
	Iteration 40F: 3 clusters Score -3.084322e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -30843776.000000 Penalty: 6080.443359
	Iteration 41Q: 3 clusters Score -3.084378e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -30844496.000000 Penalty: 6080.443359
	Iteration 42Q: 3 clusters Score -3.08445e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 116592 members 
Entering Unmasked Estep 
Score: -30845300.000000 Penalty: 6080.443359
	Iteration 43Q: 3 clusters Score -3.08453e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -30845766.000000 Penalty: 6080.443359
	Iteration 44Q: 3 clusters Score -3.084577e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -30846414.000000 Penalty: 6080.443359
	Iteration 45Q: 3 clusters Score -3.084641e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -30846762.000000 Penalty: 6080.443359
	Iteration 46Q: 3 clusters Score -3.084676e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -30847100.000000 Penalty: 6080.443359
	Iteration 47Q: 3 clusters Score -3.08471e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -30847384.000000 Penalty: 6080.443359
	Iteration 48Q: 3 clusters Score -3.084738e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -30847630.000000 Penalty: 6080.443359
	Iteration 49Q: 3 clusters Score -3.084763e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 139899 members 
Entering Unmasked Estep 
Score: -30848158.000000 Penalty: 6080.443359
	Iteration 50Q: 3 clusters Score -3.084816e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -30848744.000000 Penalty: 6080.443359
	Iteration 51Q: 3 clusters Score -3.084874e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -30849114.000000 Penalty: 6080.443359
	Iteration 52Q: 3 clusters Score -3.084911e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -30849772.000000 Penalty: 6080.443359
	Iteration 53Q: 3 clusters Score -3.084977e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -30850412.000000 Penalty: 6080.443359
	Iteration 54Q: 3 clusters Score -3.085041e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -30851050.000000 Penalty: 6080.443359
	Iteration 55Q: 3 clusters Score -3.085105e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -30851628.000000 Penalty: 6080.443359
	Iteration 56Q: 3 clusters Score -3.085163e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -30852208.000000 Penalty: 6080.443359
	Iteration 57Q: 3 clusters Score -3.085221e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -30852686.000000 Penalty: 6080.443359
	Iteration 58Q: 3 clusters Score -3.085269e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 168776 members 
Entering Unmasked Estep 
Score: -30853044.000000 Penalty: 6080.443359
	Iteration 59Q: 3 clusters Score -3.085304e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -30854752.000000 Penalty: 6080.443359
	Iteration 60F: 3 clusters Score -3.085475e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -30855662.000000 Penalty: 6080.443359
	Iteration 61Q: 3 clusters Score -3.085566e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -30856738.000000 Penalty: 6080.443359
	Iteration 62Q: 3 clusters Score -3.085674e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -30857682.000000 Penalty: 6080.443359
	Iteration 63Q: 3 clusters Score -3.085768e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 181282 members 
Entering Unmasked Estep 
Score: -30858182.000000 Penalty: 6080.443359
	Iteration 64Q: 3 clusters Score -3.085818e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 183396 members 
Entering Unmasked Estep 
Score: -30858514.000000 Penalty: 6080.443359
	Iteration 65Q: 3 clusters Score -3.085851e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 185401 members 
Entering Unmasked Estep 
Score: -30858754.000000 Penalty: 6080.443359
	Iteration 66Q: 3 clusters Score -3.085875e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 187353 members 
Entering Unmasked Estep 
Score: -30858828.000000 Penalty: 6080.443359
	Iteration 67Q: 3 clusters Score -3.085883e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 189134 members 
Entering Unmasked Estep 
Score: -30859350.000000 Penalty: 6080.443359
	Iteration 68Q: 3 clusters Score -3.085935e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 190842 members 
Entering Unmasked Estep 
Score: -30859856.000000 Penalty: 6080.443359
	Iteration 69Q: 3 clusters Score -3.085986e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 192402 members 
Entering Unmasked Estep 
Score: -30860056.000000 Penalty: 6080.443359
	Iteration 70Q: 3 clusters Score -3.086006e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 193865 members 
Entering Unmasked Estep 
Score: -30860376.000000 Penalty: 6080.443359
	Iteration 71Q: 3 clusters Score -3.086038e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 195221 members 
Entering Unmasked Estep 
Score: -30860754.000000 Penalty: 6080.443359
	Iteration 72Q: 3 clusters Score -3.086075e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -30860790.000000 Penalty: 6080.443359
	Iteration 73Q: 3 clusters Score -3.086079e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 197697 members 
Entering Unmasked Estep 
Score: -30860652.000000 Penalty: 6080.443359
	Iteration 74Q: 3 clusters Score -3.086065e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 198812 members 
Entering Unmasked Estep 
Score: -30860490.000000 Penalty: 6080.443359
	Iteration 75Q: 3 clusters Score -3.086049e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 199779 members 
Entering Unmasked Estep 
Score: -30860200.000000 Penalty: 6080.443359
	Iteration 76Q: 3 clusters Score -3.08602e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 200681 members 
Entering Unmasked Estep 
Score: -30859960.000000 Penalty: 6080.443359
	Iteration 77Q: 3 clusters Score -3.085996e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 201525 members 
Entering Unmasked Estep 
Score: -30859732.000000 Penalty: 6080.443359
	Iteration 78Q: 3 clusters Score -3.085973e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 202287 members 
Entering Unmasked Estep 
Score: -30859568.000000 Penalty: 6080.443359
	Iteration 79Q: 3 clusters Score -3.085957e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 202974 members 
Entering Unmasked Estep 
Score: -30859388.000000 Penalty: 6080.443359
	Iteration 80F: 3 clusters Score -3.085939e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 203607 members 
Entering Unmasked Estep 
Score: -30859212.000000 Penalty: 6080.443359
	Iteration 81Q: 3 clusters Score -3.085921e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 204200 members 
Entering Unmasked Estep 
Score: -30859086.000000 Penalty: 6080.443359
	Iteration 82Q: 3 clusters Score -3.085909e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -30858718.000000 Penalty: 6080.443359
	Iteration 83Q: 3 clusters Score -3.085872e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 205317 members 
Entering Unmasked Estep 
Score: -30858344.000000 Penalty: 6080.443359
	Iteration 84Q: 3 clusters Score -3.085834e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 205792 members 
Entering Unmasked Estep 
Score: -30858106.000000 Penalty: 6080.443359
	Iteration 85Q: 3 clusters Score -3.085811e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 206195 members 
Entering Unmasked Estep 
Score: -30857774.000000 Penalty: 6080.443359
	Iteration 86Q: 3 clusters Score -3.085777e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 206596 members 
Entering Unmasked Estep 
Score: -30857416.000000 Penalty: 6080.443359
	Iteration 87Q: 3 clusters Score -3.085742e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 206930 members 
Entering Unmasked Estep 
Score: -30857340.000000 Penalty: 6080.443359
	Iteration 88Q: 3 clusters Score -3.085734e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -30857198.000000 Penalty: 6080.443359
	Iteration 89Q: 3 clusters Score -3.08572e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 207534 members 
Entering Unmasked Estep 
Score: -30857068.000000 Penalty: 6080.443359
	Iteration 90Q: 3 clusters Score -3.085707e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 207786 members 
Entering Unmasked Estep 
Score: -30856912.000000 Penalty: 6080.443359
	Iteration 91Q: 3 clusters Score -3.085691e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -30856784.000000 Penalty: 6080.443359
	Iteration 92Q: 3 clusters Score -3.085678e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 208202 members 
Entering Unmasked Estep 
Score: -30856732.000000 Penalty: 6080.443359
	Iteration 93Q: 3 clusters Score -3.085673e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 208402 members 
Entering Unmasked Estep 
Score: -30856614.000000 Penalty: 6080.443359
	Iteration 94Q: 3 clusters Score -3.085661e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 208578 members 
Entering Unmasked Estep 
Score: -30856474.000000 Penalty: 6080.443359
	Iteration 95Q: 3 clusters Score -3.085647e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 208741 members 
Entering Unmasked Estep 
Score: -30856458.000000 Penalty: 6080.443359
	Iteration 96Q: 3 clusters Score -3.085646e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 208900 members 
Entering Unmasked Estep 
Score: -30856386.000000 Penalty: 6080.443359
	Iteration 97Q: 3 clusters Score -3.085639e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 209032 members 
Entering Unmasked Estep 
Score: -30856324.000000 Penalty: 6080.443359
	Iteration 98Q: 3 clusters Score -3.085632e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 209159 members 
Entering Unmasked Estep 
Score: -30856304.000000 Penalty: 6080.443359
	Iteration 99Q: 3 clusters Score -3.08563e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 209258 members 
Entering Unmasked Estep 
Score: -30856248.000000 Penalty: 6080.443359
	Iteration 100F: 3 clusters Score -3.085625e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -30856190.000000 Penalty: 6080.443359
	Iteration 101Q: 3 clusters Score -3.085619e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -30856182.000000 Penalty: 6080.443359
	Iteration 102Q: 3 clusters Score -3.085618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 209493 members 
Entering Unmasked Estep 
Score: -30856164.000000 Penalty: 6080.443359
	Iteration 103Q: 3 clusters Score -3.085616e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 209548 members 
Entering Unmasked Estep 
Score: -30856142.000000 Penalty: 6080.443359
	Iteration 104Q: 3 clusters Score -3.085614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 209610 members 
Entering Unmasked Estep 
Score: -30856136.000000 Penalty: 6080.443359
	Iteration 105Q: 3 clusters Score -3.085614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 209674 members 
Entering Unmasked Estep 
Score: -30856090.000000 Penalty: 6080.443359
	Iteration 106Q: 3 clusters Score -3.085609e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 209722 members 
Entering Unmasked Estep 
Score: -30856094.000000 Penalty: 6080.443359
	Iteration 107Q: 3 clusters Score -3.085609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 209767 members 
Entering Unmasked Estep 
Score: -30856074.000000 Penalty: 6080.443359
	Iteration 108Q: 3 clusters Score -3.085607e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 209811 members 
Entering Unmasked Estep 
Score: -30856066.000000 Penalty: 6080.443359
	Iteration 109Q: 3 clusters Score -3.085607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 209844 members 
Entering Unmasked Estep 
Score: -30856020.000000 Penalty: 6080.443359
	Iteration 110Q: 3 clusters Score -3.085602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 209867 members 
Entering Unmasked Estep 
Score: -30856014.000000 Penalty: 6080.443359
	Iteration 111Q: 3 clusters Score -3.085601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 209881 members 
Entering Unmasked Estep 
Score: -30856000.000000 Penalty: 6080.443359
	Iteration 112Q: 3 clusters Score -3.0856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 209892 members 
Entering Unmasked Estep 
Score: -30856004.000000 Penalty: 6080.443359
	Iteration 113Q: 3 clusters Score -3.0856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -30855994.000000 Penalty: 6080.443359
	Iteration 114Q: 3 clusters Score -3.085599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 209917 members 
Entering Unmasked Estep 
Score: -30855994.000000 Penalty: 6080.443359
	Iteration 115Q: 3 clusters Score -3.085599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -30855998.000000 Penalty: 6080.443359
	Iteration 116Q: 3 clusters Score -3.0856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 209934 members 
Entering Unmasked Estep 
Score: -30855970.000000 Penalty: 6080.443359
	Iteration 117Q: 3 clusters Score -3.085597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 209948 members 
Entering Unmasked Estep 
Score: -30855976.000000 Penalty: 6080.443359
	Iteration 118Q: 3 clusters Score -3.085598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 209959 members 
Entering Unmasked Estep 
Score: -30855998.000000 Penalty: 6080.443359
	Iteration 119Q: 3 clusters Score -3.0856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 209969 members 
Entering Unmasked Estep 
Score: -30856002.000000 Penalty: 6080.443359
	Iteration 120F: 3 clusters Score -3.0856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 209978 members 
Entering Unmasked Estep 
Score: -30856004.000000 Penalty: 6080.443359
	Iteration 121Q: 3 clusters Score -3.0856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 209988 members 
Entering Unmasked Estep 
Score: -30855982.000000 Penalty: 6080.443359
	Iteration 122Q: 3 clusters Score -3.085598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 209994 members 
Entering Unmasked Estep 
Score: -30855978.000000 Penalty: 6080.443359
	Iteration 123Q: 3 clusters Score -3.085598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 209997 members 
Entering Unmasked Estep 
Score: -30855986.000000 Penalty: 6080.443359
	Iteration 124Q: 3 clusters Score -3.085599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 210002 members 
Entering Unmasked Estep 
Score: -30855990.000000 Penalty: 6080.443359
	Iteration 125Q: 3 clusters Score -3.085599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 210010 members 
Entering Unmasked Estep 
Score: -30855988.000000 Penalty: 6080.443359
	Iteration 126Q: 3 clusters Score -3.085599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 210014 members 
Entering Unmasked Estep 
Score: -30855976.000000 Penalty: 6080.443359
	Iteration 127Q: 3 clusters Score -3.085598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 210021 members 
Entering Unmasked Estep 
Score: -30855978.000000 Penalty: 6080.443359
	Iteration 128Q: 3 clusters Score -3.085598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 210028 members 
Entering Unmasked Estep 
Score: -30855972.000000 Penalty: 6080.443359
	Iteration 129Q: 3 clusters Score -3.085597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 210033 members 
Entering Unmasked Estep 
Score: -30855966.000000 Penalty: 6080.443359
	Iteration 130Q: 3 clusters Score -3.085597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 210036 members 
Entering Unmasked Estep 
Score: -30855942.000000 Penalty: 6080.443359
	Iteration 131Q: 3 clusters Score -3.085594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 210036 members 
Entering Unmasked Estep 
Score: -30855946.000000 Penalty: 6080.443359
	Iteration 132Q: 3 clusters Score -3.085595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 210036 members 
Entering Unmasked Estep 
Score: -30855950.000000 Penalty: 6080.443359
	Iteration 133Q: 3 clusters Score -3.085595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 210036 members 
Entering Unmasked Estep 
Score: -30855940.000000 Penalty: 6080.443359
	Iteration 134Q: 3 clusters Score -3.085594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 210039 members 
Entering Unmasked Estep 
Score: -30855954.000000 Penalty: 6080.443359
	Iteration 135Q: 3 clusters Score -3.085595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 210044 members 
Entering Unmasked Estep 
Score: -30855936.000000 Penalty: 6080.443359
	Iteration 136Q: 3 clusters Score -3.085594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 210046 members 
Entering Unmasked Estep 
Score: -30855952.000000 Penalty: 6080.443359
	Iteration 137Q: 3 clusters Score -3.085595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 210048 members 
Entering Unmasked Estep 
Score: -30855924.000000 Penalty: 6080.443359
	Iteration 138Q: 3 clusters Score -3.085592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 210049 members 
Entering Unmasked Estep 
Score: -30855930.000000 Penalty: 6080.443359
	Iteration 139Q: 3 clusters Score -3.085593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 210050 members 
Entering Unmasked Estep 
Score: -30855946.000000 Penalty: 6080.443359
	Iteration 140F: 3 clusters Score -3.085595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Entering Unmasked Estep 
Score: -2710130.250000 Penalty: 2444.021973
	Iteration 0F: 2 clusters Score -2710130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2696754.250000 Penalty: 4888.043945
	Iteration 0F: 3 clusters Score -2696754 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2701084.500000 Penalty: 4888.043945
	Iteration 1F: 3 clusters Score -2701084 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2701487.750000 Penalty: 4888.043945
	Iteration 2F: 3 clusters Score -2701488 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2701786.250000 Penalty: 4888.043945
	Iteration 3Q: 3 clusters Score -2701786 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2702036.750000 Penalty: 4888.043945
	Iteration 4Q: 3 clusters Score -2702037 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2702255.000000 Penalty: 4888.043945
	Iteration 5Q: 3 clusters Score -2702255 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2702447.750000 Penalty: 4888.043945
	Iteration 6Q: 3 clusters Score -2702448 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2702613.500000 Penalty: 4888.043945
	Iteration 7Q: 3 clusters Score -2702614 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2702841.000000 Penalty: 4888.043945
	Iteration 8Q: 3 clusters Score -2702841 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2703052.750000 Penalty: 4888.043945
	Iteration 9Q: 3 clusters Score -2703053 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2703262.750000 Penalty: 4888.043945
	Iteration 10Q: 3 clusters Score -2703263 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2703456.250000 Penalty: 4888.043945
	Iteration 11Q: 3 clusters Score -2703456 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2703658.500000 Penalty: 4888.043945
	Iteration 12Q: 3 clusters Score -2703658 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2703846.750000 Penalty: 4888.043945
	Iteration 13Q: 3 clusters Score -2703847 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2704015.500000 Penalty: 4888.043945
	Iteration 14Q: 3 clusters Score -2704016 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2704191.750000 Penalty: 4888.043945
	Iteration 15Q: 3 clusters Score -2704192 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2704357.000000 Penalty: 4888.043945
	Iteration 16Q: 3 clusters Score -2704357 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2704533.250000 Penalty: 4888.043945
	Iteration 17Q: 3 clusters Score -2704533 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2704690.000000 Penalty: 4888.043945
	Iteration 18Q: 3 clusters Score -2704690 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2704843.500000 Penalty: 4888.043945
	Iteration 19Q: 3 clusters Score -2704844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2704968.500000 Penalty: 4888.043945
	Iteration 20F: 3 clusters Score -2704968 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2705109.750000 Penalty: 4888.043945
	Iteration 21Q: 3 clusters Score -2705110 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2705265.000000 Penalty: 4888.043945
	Iteration 22Q: 3 clusters Score -2705265 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2705486.000000 Penalty: 4888.043945
	Iteration 23Q: 3 clusters Score -2705486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2705715.000000 Penalty: 4888.043945
	Iteration 24Q: 3 clusters Score -2705715 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2705963.250000 Penalty: 4888.043945
	Iteration 25Q: 3 clusters Score -2705963 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2706221.750000 Penalty: 4888.043945
	Iteration 26Q: 3 clusters Score -2706222 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2706454.000000 Penalty: 4888.043945
	Iteration 27Q: 3 clusters Score -2706454 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2706655.750000 Penalty: 4888.043945
	Iteration 28Q: 3 clusters Score -2706656 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2706799.250000 Penalty: 4888.043945
	Iteration 29Q: 3 clusters Score -2706799 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2706922.000000 Penalty: 4888.043945
	Iteration 30Q: 3 clusters Score -2706922 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2707039.500000 Penalty: 4888.043945
	Iteration 31Q: 3 clusters Score -2707040 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2707126.500000 Penalty: 4888.043945
	Iteration 32Q: 3 clusters Score -2707126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2707208.500000 Penalty: 4888.043945
	Iteration 33Q: 3 clusters Score -2707208 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2707264.500000 Penalty: 4888.043945
	Iteration 34Q: 3 clusters Score -2707264 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2707330.250000 Penalty: 4888.043945
	Iteration 35Q: 3 clusters Score -2707330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2707385.500000 Penalty: 4888.043945
	Iteration 36Q: 3 clusters Score -2707386 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2707423.000000 Penalty: 4888.043945
	Iteration 37Q: 3 clusters Score -2707423 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2707470.500000 Penalty: 4888.043945
	Iteration 38Q: 3 clusters Score -2707470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2707503.000000 Penalty: 4888.043945
	Iteration 39Q: 3 clusters Score -2707503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2707533.250000 Penalty: 4888.043945
	Iteration 40F: 3 clusters Score -2707533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2707559.500000 Penalty: 4888.043945
	Iteration 41Q: 3 clusters Score -2707560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2707584.500000 Penalty: 4888.043945
	Iteration 42Q: 3 clusters Score -2707584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2707601.500000 Penalty: 4888.043945
	Iteration 43Q: 3 clusters Score -2707602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2707633.500000 Penalty: 4888.043945
	Iteration 44Q: 3 clusters Score -2707634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2707665.500000 Penalty: 4888.043945
	Iteration 45Q: 3 clusters Score -2707666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2707678.500000 Penalty: 4888.043945
	Iteration 46Q: 3 clusters Score -2707678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2707700.500000 Penalty: 4888.043945
	Iteration 47Q: 3 clusters Score -2707700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2707707.500000 Penalty: 4888.043945
	Iteration 48Q: 3 clusters Score -2707708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2707723.250000 Penalty: 4888.043945
	Iteration 49Q: 3 clusters Score -2707723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2707737.500000 Penalty: 4888.043945
	Iteration 50Q: 3 clusters Score -2707738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2707758.250000 Penalty: 4888.043945
	Iteration 51Q: 3 clusters Score -2707758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2707773.750000 Penalty: 4888.043945
	Iteration 52Q: 3 clusters Score -2707774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2707792.250000 Penalty: 4888.043945
	Iteration 53Q: 3 clusters Score -2707792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2707807.750000 Penalty: 4888.043945
	Iteration 54Q: 3 clusters Score -2707808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2707818.000000 Penalty: 4888.043945
	Iteration 55Q: 3 clusters Score -2707818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2707829.500000 Penalty: 4888.043945
	Iteration 56Q: 3 clusters Score -2707830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2707836.250000 Penalty: 4888.043945
	Iteration 57Q: 3 clusters Score -2707836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2707848.750000 Penalty: 4888.043945
	Iteration 58Q: 3 clusters Score -2707849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2707855.000000 Penalty: 4888.043945
	Iteration 59Q: 3 clusters Score -2707855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2707854.000000 Penalty: 4888.043945
	Iteration 60F: 3 clusters Score -2707854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2707856.250000 Penalty: 4888.043945
	Iteration 61Q: 3 clusters Score -2707856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2707864.250000 Penalty: 4888.043945
	Iteration 62Q: 3 clusters Score -2707864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2707864.250000 Penalty: 4888.043945
	Iteration 63Q: 3 clusters Score -2707864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2707867.750000 Penalty: 4888.043945
	Iteration 64Q: 3 clusters Score -2707868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2707873.750000 Penalty: 4888.043945
	Iteration 65Q: 3 clusters Score -2707874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2707875.000000 Penalty: 4888.043945
	Iteration 66Q: 3 clusters Score -2707875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2707875.750000 Penalty: 4888.043945
	Iteration 67Q: 3 clusters Score -2707876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2707885.750000 Penalty: 4888.043945
	Iteration 68Q: 3 clusters Score -2707886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2707897.500000 Penalty: 4888.043945
	Iteration 69Q: 3 clusters Score -2707898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2707903.500000 Penalty: 4888.043945
	Iteration 70Q: 3 clusters Score -2707904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2707902.000000 Penalty: 4888.043945
	Iteration 71Q: 3 clusters Score -2707902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2707907.500000 Penalty: 4888.043945
	Iteration 72Q: 3 clusters Score -2707908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2707913.750000 Penalty: 4888.043945
	Iteration 73Q: 3 clusters Score -2707914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2707908.500000 Penalty: 4888.043945
	Iteration 74Q: 3 clusters Score -2707908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2707912.750000 Penalty: 4888.043945
	Iteration 75Q: 3 clusters Score -2707913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2707918.500000 Penalty: 4888.043945
	Iteration 76Q: 3 clusters Score -2707918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2707921.000000 Penalty: 4888.043945
	Iteration 77Q: 3 clusters Score -2707921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2707918.000000 Penalty: 4888.043945
	Iteration 78Q: 3 clusters Score -2707918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2707925.250000 Penalty: 4888.043945
	Iteration 79Q: 3 clusters Score -2707925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2707928.750000 Penalty: 4888.043945
	Iteration 80F: 3 clusters Score -2707929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2707925.750000 Penalty: 4888.043945
	Iteration 81Q: 3 clusters Score -2707926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2707928.250000 Penalty: 4888.043945
	Iteration 82Q: 3 clusters Score -2707928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2707933.500000 Penalty: 4888.043945
	Iteration 83Q: 3 clusters Score -2707934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2707933.750000 Penalty: 4888.043945
	Iteration 84Q: 3 clusters Score -2707934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2707936.500000 Penalty: 4888.043945
	Iteration 85Q: 3 clusters Score -2707936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2707943.500000 Penalty: 4888.043945
	Iteration 86Q: 3 clusters Score -2707944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2707938.250000 Penalty: 4888.043945
	Iteration 87Q: 3 clusters Score -2707938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2707942.000000 Penalty: 4888.043945
	Iteration 88Q: 3 clusters Score -2707942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2707939.250000 Penalty: 4888.043945
	Iteration 89Q: 3 clusters Score -2707939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2707943.500000 Penalty: 4888.043945
	Iteration 90Q: 3 clusters Score -2707944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2707946.250000 Penalty: 4888.043945
	Iteration 91Q: 3 clusters Score -2707946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2707953.500000 Penalty: 4888.043945
	Iteration 92Q: 3 clusters Score -2707954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2707954.250000 Penalty: 4888.043945
	Iteration 93Q: 3 clusters Score -2707954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2707959.250000 Penalty: 4888.043945
	Iteration 94Q: 3 clusters Score -2707959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2707960.250000 Penalty: 4888.043945
	Iteration 95Q: 3 clusters Score -2707960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2707965.500000 Penalty: 4888.043945
	Iteration 96Q: 3 clusters Score -2707966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2707968.750000 Penalty: 4888.043945
	Iteration 97Q: 3 clusters Score -2707969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2707968.000000 Penalty: 4888.043945
	Iteration 98Q: 3 clusters Score -2707968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2707970.750000 Penalty: 4888.043945
	Iteration 99Q: 3 clusters Score -2707971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2707973.000000 Penalty: 4888.043945
	Iteration 100F: 3 clusters Score -2707973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2707974.500000 Penalty: 4888.043945
	Iteration 101Q: 3 clusters Score -2707974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2707975.000000 Penalty: 4888.043945
	Iteration 102Q: 3 clusters Score -2707975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2707974.500000 Penalty: 4888.043945
	Iteration 103Q: 3 clusters Score -2707974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2707978.000000 Penalty: 4888.043945
	Iteration 104Q: 3 clusters Score -2707978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2707985.000000 Penalty: 4888.043945
	Iteration 105Q: 3 clusters Score -2707985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2707981.750000 Penalty: 4888.043945
	Iteration 106Q: 3 clusters Score -2707982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2707983.750000 Penalty: 4888.043945
	Iteration 107Q: 3 clusters Score -2707984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2707985.750000 Penalty: 4888.043945
	Iteration 108Q: 3 clusters Score -2707986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2707986.750000 Penalty: 4888.043945
	Iteration 109Q: 3 clusters Score -2707987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2707989.000000 Penalty: 4888.043945
	Iteration 110Q: 3 clusters Score -2707989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2707987.000000 Penalty: 4888.043945
	Iteration 111Q: 3 clusters Score -2707987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2707991.000000 Penalty: 4888.043945
	Iteration 112Q: 3 clusters Score -2707991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2707993.250000 Penalty: 4888.043945
	Iteration 113Q: 3 clusters Score -2707993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2707997.750000 Penalty: 4888.043945
	Iteration 114Q: 3 clusters Score -2707998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2707994.000000 Penalty: 4888.043945
	Iteration 115Q: 3 clusters Score -2707994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2707996.250000 Penalty: 4888.043945
	Iteration 116Q: 3 clusters Score -2707996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2707997.750000 Penalty: 4888.043945
	Iteration 117Q: 3 clusters Score -2707998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2707996.500000 Penalty: 4888.043945
	Iteration 118Q: 3 clusters Score -2707996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2707995.500000 Penalty: 4888.043945
	Iteration 119Q: 3 clusters Score -2707996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2707997.500000 Penalty: 4888.043945
	Iteration 120F: 3 clusters Score -2707998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2707996.750000 Penalty: 4888.043945
	Iteration 121Q: 3 clusters Score -2707997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2707996.750000 Penalty: 4888.043945
	Iteration 122F: 3 clusters Score -2707997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -1504045.875000 Penalty: 2296.783447
	Iteration 0F: 2 clusters Score -1504046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1496032.250000 Penalty: 4593.566895
	Iteration 0F: 3 clusters Score -1496032 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1498345.000000 Penalty: 4593.566895
	Iteration 1F: 3 clusters Score -1498345 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1498625.125000 Penalty: 4593.566895
	Iteration 2F: 3 clusters Score -1498625 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1498810.625000 Penalty: 4593.566895
	Iteration 3Q: 3 clusters Score -1498811 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1498945.875000 Penalty: 4593.566895
	Iteration 4Q: 3 clusters Score -1498946 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1499078.000000 Penalty: 4593.566895
	Iteration 5Q: 3 clusters Score -1499078 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1499210.000000 Penalty: 4593.566895
	Iteration 6Q: 3 clusters Score -1499210 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1499353.125000 Penalty: 4593.566895
	Iteration 7Q: 3 clusters Score -1499353 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1499518.750000 Penalty: 4593.566895
	Iteration 8Q: 3 clusters Score -1499519 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1499713.250000 Penalty: 4593.566895
	Iteration 9Q: 3 clusters Score -1499713 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1499929.750000 Penalty: 4593.566895
	Iteration 10Q: 3 clusters Score -1499930 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1500206.250000 Penalty: 4593.566895
	Iteration 11Q: 3 clusters Score -1500206 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1500558.750000 Penalty: 4593.566895
	Iteration 12Q: 3 clusters Score -1500559 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1500904.125000 Penalty: 4593.566895
	Iteration 13Q: 3 clusters Score -1500904 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1501213.375000 Penalty: 4593.566895
	Iteration 14Q: 3 clusters Score -1501213 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1501489.250000 Penalty: 4593.566895
	Iteration 15Q: 3 clusters Score -1501489 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1501677.375000 Penalty: 4593.566895
	Iteration 16Q: 3 clusters Score -1501677 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1501807.000000 Penalty: 4593.566895
	Iteration 17Q: 3 clusters Score -1501807 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1501908.500000 Penalty: 4593.566895
	Iteration 18Q: 3 clusters Score -1501908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1501972.625000 Penalty: 4593.566895
	Iteration 19Q: 3 clusters Score -1501973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1502020.000000 Penalty: 4593.566895
	Iteration 20F: 3 clusters Score -1502020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1502060.500000 Penalty: 4593.566895
	Iteration 21Q: 3 clusters Score -1502060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1502085.250000 Penalty: 4593.566895
	Iteration 22Q: 3 clusters Score -1502085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1502104.250000 Penalty: 4593.566895
	Iteration 23Q: 3 clusters Score -1502104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1502123.000000 Penalty: 4593.566895
	Iteration 24Q: 3 clusters Score -1502123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1502140.250000 Penalty: 4593.566895
	Iteration 25Q: 3 clusters Score -1502140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1502157.250000 Penalty: 4593.566895
	Iteration 26Q: 3 clusters Score -1502157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1502169.875000 Penalty: 4593.566895
	Iteration 27Q: 3 clusters Score -1502170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1502175.125000 Penalty: 4593.566895
	Iteration 28Q: 3 clusters Score -1502175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1502181.125000 Penalty: 4593.566895
	Iteration 29Q: 3 clusters Score -1502181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1502183.500000 Penalty: 4593.566895
	Iteration 30Q: 3 clusters Score -1502184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1502191.375000 Penalty: 4593.566895
	Iteration 31Q: 3 clusters Score -1502191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1502199.000000 Penalty: 4593.566895
	Iteration 32Q: 3 clusters Score -1502199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1502203.250000 Penalty: 4593.566895
	Iteration 33Q: 3 clusters Score -1502203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1502203.500000 Penalty: 4593.566895
	Iteration 34Q: 3 clusters Score -1502204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1502204.250000 Penalty: 4593.566895
	Iteration 35Q: 3 clusters Score -1502204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1502208.000000 Penalty: 4593.566895
	Iteration 36Q: 3 clusters Score -1502208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1502209.750000 Penalty: 4593.566895
	Iteration 37Q: 3 clusters Score -1502210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1502212.500000 Penalty: 4593.566895
	Iteration 38Q: 3 clusters Score -1502212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1502212.375000 Penalty: 4593.566895
	Iteration 39Q: 3 clusters Score -1502212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1502213.750000 Penalty: 4593.566895
	Iteration 40F: 3 clusters Score -1502214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -317895.718750 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -317895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315091.312500 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -315091.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315651.062500 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -315651.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -315798.187500 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -315798.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -315871.687500 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -315871.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -315912.500000 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -315912.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -315934.843750 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -315934.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315956.187500 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -315956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315967.343750 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -315967.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -315977.812500 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -315977.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315988.031250 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -315988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -316000.531250 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -316000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -316012.218750 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -316012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -316024.531250 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -316024.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -316036.218750 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -316036.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316047.781250 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -316047.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -316056.343750 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -316056.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -316066.937500 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -316066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -316079.375000 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -316079.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -316086.937500 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -316086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -316098.812500 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -316098.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -316108.562500 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -316108.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -316119.187500 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -316119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -316129.750000 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -316129.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -316142.250000 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -316142.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -316155.843750 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -316155.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -316168.031250 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -316168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -316180.343750 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -316180.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -316188.906250 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -316188.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -316198.218750 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -316198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -316204.312500 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -316204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -316208.593750 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -316208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -316216.750000 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -316216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -316225.531250 Penalty: 3838.073975
	Iteration 32Q: 3 clusters Score -316225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -316235.406250 Penalty: 3838.073975
	Iteration 33Q: 3 clusters Score -316235.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -316243.781250 Penalty: 3838.073975
	Iteration 34Q: 3 clusters Score -316243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316255.187500 Penalty: 3838.073975
	Iteration 35Q: 3 clusters Score -316255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -316261.843750 Penalty: 3838.073975
	Iteration 36Q: 3 clusters Score -316261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -316267.000000 Penalty: 3838.073975
	Iteration 37Q: 3 clusters Score -316267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -316270.500000 Penalty: 3838.073975
	Iteration 38Q: 3 clusters Score -316270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -316273.750000 Penalty: 3838.073975
	Iteration 39Q: 3 clusters Score -316273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -316277.406250 Penalty: 3838.073975
	Iteration 40F: 3 clusters Score -316277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -316280.812500 Penalty: 3838.073975
	Iteration 41Q: 3 clusters Score -316280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -316286.062500 Penalty: 3838.073975
	Iteration 42Q: 3 clusters Score -316286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316288.750000 Penalty: 3838.073975
	Iteration 43Q: 3 clusters Score -316288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -316291.750000 Penalty: 3838.073975
	Iteration 44Q: 3 clusters Score -316291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -316297.437500 Penalty: 3838.073975
	Iteration 45Q: 3 clusters Score -316297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -316298.375000 Penalty: 3838.073975
	Iteration 46Q: 3 clusters Score -316298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -316299.750000 Penalty: 3838.073975
	Iteration 47Q: 3 clusters Score -316299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -316300.500000 Penalty: 3838.073975
	Iteration 48Q: 3 clusters Score -316300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316302.375000 Penalty: 3838.073975
	Iteration 49Q: 3 clusters Score -316302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -316304.218750 Penalty: 3838.073975
	Iteration 50Q: 3 clusters Score -316304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -316307.500000 Penalty: 3838.073975
	Iteration 51Q: 3 clusters Score -316307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -316309.937500 Penalty: 3838.073975
	Iteration 52Q: 3 clusters Score -316309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -316314.562500 Penalty: 3838.073975
	Iteration 53Q: 3 clusters Score -316314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -316320.906250 Penalty: 3838.073975
	Iteration 54Q: 3 clusters Score -316320.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -316326.875000 Penalty: 3838.073975
	Iteration 55Q: 3 clusters Score -316326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -316336.375000 Penalty: 3838.073975
	Iteration 56Q: 3 clusters Score -316336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -316342.687500 Penalty: 3838.073975
	Iteration 57Q: 3 clusters Score -316342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -316347.875000 Penalty: 3838.073975
	Iteration 58Q: 3 clusters Score -316347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -316354.687500 Penalty: 3838.073975
	Iteration 59Q: 3 clusters Score -316354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -316356.562500 Penalty: 3838.073975
	Iteration 60F: 3 clusters Score -316356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -316360.718750 Penalty: 3838.073975
	Iteration 61Q: 3 clusters Score -316360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -316363.062500 Penalty: 3838.073975
	Iteration 62Q: 3 clusters Score -316363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -316364.843750 Penalty: 3838.073975
	Iteration 63Q: 3 clusters Score -316364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -316366.937500 Penalty: 3838.073975
	Iteration 64Q: 3 clusters Score -316366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -316369.656250 Penalty: 3838.073975
	Iteration 65Q: 3 clusters Score -316369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -316372.531250 Penalty: 3838.073975
	Iteration 66Q: 3 clusters Score -316372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -316375.593750 Penalty: 3838.073975
	Iteration 67Q: 3 clusters Score -316375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -316375.656250 Penalty: 3838.073975
	Iteration 68Q: 3 clusters Score -316375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -316377.343750 Penalty: 3838.073975
	Iteration 69Q: 3 clusters Score -316377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316377.656250 Penalty: 3838.073975
	Iteration 70Q: 3 clusters Score -316377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -316379.406250 Penalty: 3838.073975
	Iteration 71Q: 3 clusters Score -316379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316380.562500 Penalty: 3838.073975
	Iteration 72Q: 3 clusters Score -316380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -316384.250000 Penalty: 3838.073975
	Iteration 73Q: 3 clusters Score -316384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -316386.218750 Penalty: 3838.073975
	Iteration 74Q: 3 clusters Score -316386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316386.531250 Penalty: 3838.073975
	Iteration 75Q: 3 clusters Score -316386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316388.000000 Penalty: 3838.073975
	Iteration 76Q: 3 clusters Score -316388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316388.718750 Penalty: 3838.073975
	Iteration 77Q: 3 clusters Score -316388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316388.718750 Penalty: 3838.073975
	Iteration 78F: 3 clusters Score -316388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -1589574.125000 Penalty: 2303.158936
	Iteration 0F: 2 clusters Score -1589574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1581403.000000 Penalty: 4606.317871
	Iteration 0F: 3 clusters Score -1581403 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1583667.375000 Penalty: 4606.317871
	Iteration 1F: 3 clusters Score -1583667 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1583979.750000 Penalty: 4606.317871
	Iteration 2F: 3 clusters Score -1583980 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1584252.875000 Penalty: 4606.317871
	Iteration 3F: 3 clusters Score -1584253 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1584470.375000 Penalty: 4606.317871
	Iteration 4Q: 3 clusters Score -1584470 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1584672.500000 Penalty: 4606.317871
	Iteration 5Q: 3 clusters Score -1584672 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1584882.750000 Penalty: 4606.317871
	Iteration 6Q: 3 clusters Score -1584883 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1585113.500000 Penalty: 4606.317871
	Iteration 7Q: 3 clusters Score -1585114 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1585357.000000 Penalty: 4606.317871
	Iteration 8Q: 3 clusters Score -1585357 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1585576.250000 Penalty: 4606.317871
	Iteration 9Q: 3 clusters Score -1585576 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1585813.375000 Penalty: 4606.317871
	Iteration 10Q: 3 clusters Score -1585813 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1586041.250000 Penalty: 4606.317871
	Iteration 11Q: 3 clusters Score -1586041 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1586233.250000 Penalty: 4606.317871
	Iteration 12Q: 3 clusters Score -1586233 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1586391.250000 Penalty: 4606.317871
	Iteration 13Q: 3 clusters Score -1586391 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1586528.125000 Penalty: 4606.317871
	Iteration 14Q: 3 clusters Score -1586528 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1586638.500000 Penalty: 4606.317871
	Iteration 15Q: 3 clusters Score -1586638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1586733.625000 Penalty: 4606.317871
	Iteration 16Q: 3 clusters Score -1586734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1586808.625000 Penalty: 4606.317871
	Iteration 17Q: 3 clusters Score -1586809 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1586883.875000 Penalty: 4606.317871
	Iteration 18Q: 3 clusters Score -1586884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1586946.500000 Penalty: 4606.317871
	Iteration 19Q: 3 clusters Score -1586946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1586994.625000 Penalty: 4606.317871
	Iteration 20F: 3 clusters Score -1586995 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1587052.000000 Penalty: 4606.317871
	Iteration 21Q: 3 clusters Score -1587052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1587099.250000 Penalty: 4606.317871
	Iteration 22Q: 3 clusters Score -1587099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1587145.500000 Penalty: 4606.317871
	Iteration 23Q: 3 clusters Score -1587146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1587172.375000 Penalty: 4606.317871
	Iteration 24Q: 3 clusters Score -1587172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1587209.250000 Penalty: 4606.317871
	Iteration 25Q: 3 clusters Score -1587209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1587235.625000 Penalty: 4606.317871
	Iteration 26Q: 3 clusters Score -1587236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1587256.625000 Penalty: 4606.317871
	Iteration 27Q: 3 clusters Score -1587257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1587278.000000 Penalty: 4606.317871
	Iteration 28Q: 3 clusters Score -1587278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1587289.375000 Penalty: 4606.317871
	Iteration 29Q: 3 clusters Score -1587289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1587300.500000 Penalty: 4606.317871
	Iteration 30Q: 3 clusters Score -1587300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1587315.375000 Penalty: 4606.317871
	Iteration 31Q: 3 clusters Score -1587315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1587331.125000 Penalty: 4606.317871
	Iteration 32Q: 3 clusters Score -1587331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1587343.875000 Penalty: 4606.317871
	Iteration 33Q: 3 clusters Score -1587344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1587354.000000 Penalty: 4606.317871
	Iteration 34Q: 3 clusters Score -1587354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1587364.250000 Penalty: 4606.317871
	Iteration 35Q: 3 clusters Score -1587364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1587375.000000 Penalty: 4606.317871
	Iteration 36Q: 3 clusters Score -1587375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1587379.500000 Penalty: 4606.317871
	Iteration 37Q: 3 clusters Score -1587380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1587389.250000 Penalty: 4606.317871
	Iteration 38Q: 3 clusters Score -1587389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1587394.500000 Penalty: 4606.317871
	Iteration 39Q: 3 clusters Score -1587394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1587399.750000 Penalty: 4606.317871
	Iteration 40F: 3 clusters Score -1587400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1587407.375000 Penalty: 4606.317871
	Iteration 41Q: 3 clusters Score -1587407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1587409.125000 Penalty: 4606.317871
	Iteration 42Q: 3 clusters Score -1587409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1587415.500000 Penalty: 4606.317871
	Iteration 43Q: 3 clusters Score -1587416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1587422.250000 Penalty: 4606.317871
	Iteration 44Q: 3 clusters Score -1587422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1587426.250000 Penalty: 4606.317871
	Iteration 45Q: 3 clusters Score -1587426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1587429.625000 Penalty: 4606.317871
	Iteration 46Q: 3 clusters Score -1587430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1587430.375000 Penalty: 4606.317871
	Iteration 47Q: 3 clusters Score -1587430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1587433.750000 Penalty: 4606.317871
	Iteration 48Q: 3 clusters Score -1587434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1587438.875000 Penalty: 4606.317871
	Iteration 49Q: 3 clusters Score -1587439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1587445.875000 Penalty: 4606.317871
	Iteration 50Q: 3 clusters Score -1587446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1587449.875000 Penalty: 4606.317871
	Iteration 51Q: 3 clusters Score -1587450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1587451.875000 Penalty: 4606.317871
	Iteration 52Q: 3 clusters Score -1587452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1587453.250000 Penalty: 4606.317871
	Iteration 53Q: 3 clusters Score -1587453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1587455.500000 Penalty: 4606.317871
	Iteration 54Q: 3 clusters Score -1587456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1587457.625000 Penalty: 4606.317871
	Iteration 55Q: 3 clusters Score -1587458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1587463.750000 Penalty: 4606.317871
	Iteration 56Q: 3 clusters Score -1587464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1587466.250000 Penalty: 4606.317871
	Iteration 57Q: 3 clusters Score -1587466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1587468.750000 Penalty: 4606.317871
	Iteration 58Q: 3 clusters Score -1587469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1587473.500000 Penalty: 4606.317871
	Iteration 59Q: 3 clusters Score -1587474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1587474.750000 Penalty: 4606.317871
	Iteration 60F: 3 clusters Score -1587475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1587483.000000 Penalty: 4606.317871
	Iteration 61Q: 3 clusters Score -1587483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1587482.625000 Penalty: 4606.317871
	Iteration 62Q: 3 clusters Score -1587483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1587488.500000 Penalty: 4606.317871
	Iteration 63Q: 3 clusters Score -1587488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1587493.125000 Penalty: 4606.317871
	Iteration 64Q: 3 clusters Score -1587493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1587494.625000 Penalty: 4606.317871
	Iteration 65Q: 3 clusters Score -1587495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1587496.250000 Penalty: 4606.317871
	Iteration 66Q: 3 clusters Score -1587496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1587499.125000 Penalty: 4606.317871
	Iteration 67Q: 3 clusters Score -1587499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1587501.500000 Penalty: 4606.317871
	Iteration 68Q: 3 clusters Score -1587502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1587506.000000 Penalty: 4606.317871
	Iteration 69Q: 3 clusters Score -1587506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1587512.500000 Penalty: 4606.317871
	Iteration 70Q: 3 clusters Score -1587512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1587512.250000 Penalty: 4606.317871
	Iteration 71Q: 3 clusters Score -1587512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1587517.250000 Penalty: 4606.317871
	Iteration 72Q: 3 clusters Score -1587517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1587516.500000 Penalty: 4606.317871
	Iteration 73Q: 3 clusters Score -1587516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1587516.750000 Penalty: 4606.317871
	Iteration 74Q: 3 clusters Score -1587517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1587515.625000 Penalty: 4606.317871
	Iteration 75Q: 3 clusters Score -1587516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1587523.000000 Penalty: 4606.317871
	Iteration 76Q: 3 clusters Score -1587523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1587522.000000 Penalty: 4606.317871
	Iteration 77Q: 3 clusters Score -1587522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1587524.000000 Penalty: 4606.317871
	Iteration 78Q: 3 clusters Score -1587524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1587523.750000 Penalty: 4606.317871
	Iteration 79Q: 3 clusters Score -1587524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1587523.875000 Penalty: 4606.317871
	Iteration 80F: 3 clusters Score -1587524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1587525.625000 Penalty: 4606.317871
	Iteration 81Q: 3 clusters Score -1587526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1587526.125000 Penalty: 4606.317871
	Iteration 82Q: 3 clusters Score -1587526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1587526.500000 Penalty: 4606.317871
	Iteration 83Q: 3 clusters Score -1587526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1587527.500000 Penalty: 4606.317871
	Iteration 84Q: 3 clusters Score -1587528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1587527.750000 Penalty: 4606.317871
	Iteration 85Q: 3 clusters Score -1587528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1587527.750000 Penalty: 4606.317871
	Iteration 86F: 3 clusters Score -1587528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Entering Unmasked Estep 
Score: -1540165.375000 Penalty: 2325.422119
	Iteration 0F: 2 clusters Score -1540165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1531350.875000 Penalty: 4650.844238
	Iteration 0F: 3 clusters Score -1531351 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1534135.250000 Penalty: 4650.844238
	Iteration 1F: 3 clusters Score -1534135 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1534737.375000 Penalty: 4650.844238
	Iteration 2F: 3 clusters Score -1534737 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1535237.500000 Penalty: 4650.844238
	Iteration 3F: 3 clusters Score -1535238 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1535641.500000 Penalty: 4650.844238
	Iteration 4F: 3 clusters Score -1535642 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1535941.000000 Penalty: 4650.844238
	Iteration 5Q: 3 clusters Score -1535941 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1536232.375000 Penalty: 4650.844238
	Iteration 6Q: 3 clusters Score -1536232 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1536534.250000 Penalty: 4650.844238
	Iteration 7Q: 3 clusters Score -1536534 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1536846.125000 Penalty: 4650.844238
	Iteration 8Q: 3 clusters Score -1536846 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1537131.625000 Penalty: 4650.844238
	Iteration 9Q: 3 clusters Score -1537132 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1537382.000000 Penalty: 4650.844238
	Iteration 10Q: 3 clusters Score -1537382 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1537627.375000 Penalty: 4650.844238
	Iteration 11Q: 3 clusters Score -1537627 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1537810.750000 Penalty: 4650.844238
	Iteration 12Q: 3 clusters Score -1537811 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1537923.875000 Penalty: 4650.844238
	Iteration 13Q: 3 clusters Score -1537924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1538012.375000 Penalty: 4650.844238
	Iteration 14Q: 3 clusters Score -1538012 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1538074.875000 Penalty: 4650.844238
	Iteration 15Q: 3 clusters Score -1538075 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1538144.125000 Penalty: 4650.844238
	Iteration 16Q: 3 clusters Score -1538144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1538190.500000 Penalty: 4650.844238
	Iteration 17Q: 3 clusters Score -1538190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1538239.000000 Penalty: 4650.844238
	Iteration 18Q: 3 clusters Score -1538239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1538275.000000 Penalty: 4650.844238
	Iteration 19Q: 3 clusters Score -1538275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1538301.500000 Penalty: 4650.844238
	Iteration 20F: 3 clusters Score -1538302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1538326.750000 Penalty: 4650.844238
	Iteration 21Q: 3 clusters Score -1538327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1538352.250000 Penalty: 4650.844238
	Iteration 22Q: 3 clusters Score -1538352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1538369.500000 Penalty: 4650.844238
	Iteration 23Q: 3 clusters Score -1538370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1538393.875000 Penalty: 4650.844238
	Iteration 24Q: 3 clusters Score -1538394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1538417.125000 Penalty: 4650.844238
	Iteration 25Q: 3 clusters Score -1538417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1538444.125000 Penalty: 4650.844238
	Iteration 26Q: 3 clusters Score -1538444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1538468.125000 Penalty: 4650.844238
	Iteration 27Q: 3 clusters Score -1538468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1538481.625000 Penalty: 4650.844238
	Iteration 28Q: 3 clusters Score -1538482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1538500.500000 Penalty: 4650.844238
	Iteration 29Q: 3 clusters Score -1538500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1538509.000000 Penalty: 4650.844238
	Iteration 30Q: 3 clusters Score -1538509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1538517.875000 Penalty: 4650.844238
	Iteration 31Q: 3 clusters Score -1538518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1538530.750000 Penalty: 4650.844238
	Iteration 32Q: 3 clusters Score -1538531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1538534.375000 Penalty: 4650.844238
	Iteration 33Q: 3 clusters Score -1538534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1538538.500000 Penalty: 4650.844238
	Iteration 34Q: 3 clusters Score -1538538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1538544.000000 Penalty: 4650.844238
	Iteration 35Q: 3 clusters Score -1538544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1538553.250000 Penalty: 4650.844238
	Iteration 36Q: 3 clusters Score -1538553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1538562.125000 Penalty: 4650.844238
	Iteration 37Q: 3 clusters Score -1538562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1538568.500000 Penalty: 4650.844238
	Iteration 38Q: 3 clusters Score -1538568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1538579.375000 Penalty: 4650.844238
	Iteration 39Q: 3 clusters Score -1538579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1538584.000000 Penalty: 4650.844238
	Iteration 40F: 3 clusters Score -1538584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1538587.875000 Penalty: 4650.844238
	Iteration 41Q: 3 clusters Score -1538588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1538591.000000 Penalty: 4650.844238
	Iteration 42Q: 3 clusters Score -1538591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1538598.625000 Penalty: 4650.844238
	Iteration 43Q: 3 clusters Score -1538599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1538597.625000 Penalty: 4650.844238
	Iteration 44Q: 3 clusters Score -1538598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1538598.125000 Penalty: 4650.844238
	Iteration 45Q: 3 clusters Score -1538598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1538597.375000 Penalty: 4650.844238
	Iteration 46Q: 3 clusters Score -1538597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1538599.375000 Penalty: 4650.844238
	Iteration 47Q: 3 clusters Score -1538599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1538601.000000 Penalty: 4650.844238
	Iteration 48Q: 3 clusters Score -1538601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1538600.125000 Penalty: 4650.844238
	Iteration 49Q: 3 clusters Score -1538600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1538602.875000 Penalty: 4650.844238
	Iteration 50Q: 3 clusters Score -1538603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1538602.500000 Penalty: 4650.844238
	Iteration 51Q: 3 clusters Score -1538602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1538603.125000 Penalty: 4650.844238
	Iteration 52Q: 3 clusters Score -1538603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1538606.500000 Penalty: 4650.844238
	Iteration 53Q: 3 clusters Score -1538606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1538605.125000 Penalty: 4650.844238
	Iteration 54Q: 3 clusters Score -1538605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1538608.625000 Penalty: 4650.844238
	Iteration 55Q: 3 clusters Score -1538609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1538608.250000 Penalty: 4650.844238
	Iteration 56Q: 3 clusters Score -1538608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1538608.750000 Penalty: 4650.844238
	Iteration 57Q: 3 clusters Score -1538609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1538608.750000 Penalty: 4650.844238
	Iteration 58F: 3 clusters Score -1538609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -77184.664062 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -77184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75580.804688 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -75580.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75851.601562 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -75851.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75983.187500 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -75983.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76057.546875 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -76057.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76133.242188 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -76133.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76180.679688 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76180.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76245.554688 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76245.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76262.960938 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76262.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76284.679688 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -76284.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76304.710938 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -76304.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76333.445312 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -76333.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76349.492188 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -76349.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76363.468750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -76363.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76390.875000 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -76390.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76412.718750 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -76412.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76426.117188 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -76426.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76431.539062 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -76431.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76434.156250 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -76434.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76435.218750 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -76435.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76435.757812 Penalty: 3167.056396
	Iteration 19F: 3 clusters Score -76435.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76445.820312 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -76445.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76454.226562 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -76454.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76464.804688 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -76464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76471.726562 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -76471.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76472.843750 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -76472.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76475.203125 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -76475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76478.718750 Penalty: 3167.056396
	Iteration 26Q: 3 clusters Score -76478.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76486.523438 Penalty: 3167.056396
	Iteration 27Q: 3 clusters Score -76486.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76509.125000 Penalty: 3167.056396
	Iteration 28Q: 3 clusters Score -76509.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76522.093750 Penalty: 3167.056396
	Iteration 29Q: 3 clusters Score -76522.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76554.500000 Penalty: 3167.056396
	Iteration 30Q: 3 clusters Score -76554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76627.328125 Penalty: 3167.056396
	Iteration 31Q: 3 clusters Score -76627.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76736.117188 Penalty: 3167.056396
	Iteration 32Q: 3 clusters Score -76736.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76766.023438 Penalty: 3167.056396
	Iteration 33Q: 3 clusters Score -76766.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76787.812500 Penalty: 3167.056396
	Iteration 34Q: 3 clusters Score -76787.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76808.539062 Penalty: 3167.056396
	Iteration 35Q: 3 clusters Score -76808.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76845.156250 Penalty: 3167.056396
	Iteration 36Q: 3 clusters Score -76845.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76868.414062 Penalty: 3167.056396
	Iteration 37Q: 3 clusters Score -76868.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76885.414062 Penalty: 3167.056396
	Iteration 38Q: 3 clusters Score -76885.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76918.585938 Penalty: 3167.056396
	Iteration 39Q: 3 clusters Score -76918.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76928.328125 Penalty: 3167.056396
	Iteration 40F: 3 clusters Score -76928.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -867013.812500 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -867013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -861542.750000 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -861542.8 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -863003.000000 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -863003 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -863415.000000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -863415 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -863767.812500 Penalty: 4355.575195
	Iteration 3F: 3 clusters Score -863767.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -864103.062500 Penalty: 4355.575195
	Iteration 4F: 3 clusters Score -864103.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -864373.250000 Penalty: 4355.575195
	Iteration 5F: 3 clusters Score -864373.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -864584.375000 Penalty: 4355.575195
	Iteration 6F: 3 clusters Score -864584.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -864740.000000 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -864740 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -864880.125000 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -864880.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -865001.562500 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -865001.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -865102.875000 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -865102.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -865193.562500 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -865193.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -865286.687500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -865286.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -865381.250000 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -865381.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -865458.750000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -865458.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -865508.250000 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -865508.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -865551.500000 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -865551.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -865590.875000 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -865590.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -865621.375000 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -865621.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -865646.562500 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -865646.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -865673.687500 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -865673.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -865690.125000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -865690.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -865713.437500 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -865713.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -865730.000000 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -865730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -865744.687500 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -865744.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -865755.375000 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -865755.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -865762.250000 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -865762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -865771.312500 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -865771.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -865775.125000 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -865775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -865778.500000 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -865778.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -865782.312500 Penalty: 4355.575195
	Iteration 30Q: 3 clusters Score -865782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -865784.750000 Penalty: 4355.575195
	Iteration 31Q: 3 clusters Score -865784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -865788.125000 Penalty: 4355.575195
	Iteration 32Q: 3 clusters Score -865788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -865788.625000 Penalty: 4355.575195
	Iteration 33Q: 3 clusters Score -865788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -865793.687500 Penalty: 4355.575195
	Iteration 34Q: 3 clusters Score -865793.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -865794.437500 Penalty: 4355.575195
	Iteration 35Q: 3 clusters Score -865794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -865794.625000 Penalty: 4355.575195
	Iteration 36Q: 3 clusters Score -865794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -865796.687500 Penalty: 4355.575195
	Iteration 37Q: 3 clusters Score -865796.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -865799.250000 Penalty: 4355.575195
	Iteration 38Q: 3 clusters Score -865799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -865799.312500 Penalty: 4355.575195
	Iteration 39Q: 3 clusters Score -865799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -865803.687500 Penalty: 4355.575195
	Iteration 40F: 3 clusters Score -865803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -865803.437500 Penalty: 4355.575195
	Iteration 41Q: 3 clusters Score -865803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -865804.937500 Penalty: 4355.575195
	Iteration 42Q: 3 clusters Score -865804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -865805.750000 Penalty: 4355.575195
	Iteration 43Q: 3 clusters Score -865805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -865808.250000 Penalty: 4355.575195
	Iteration 44Q: 3 clusters Score -865808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -865809.062500 Penalty: 4355.575195
	Iteration 45Q: 3 clusters Score -865809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -865808.562500 Penalty: 4355.575195
	Iteration 46Q: 3 clusters Score -865808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -865808.375000 Penalty: 4355.575195
	Iteration 47Q: 3 clusters Score -865808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -865808.812500 Penalty: 4355.575195
	Iteration 48Q: 3 clusters Score -865808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -865809.187500 Penalty: 4355.575195
	Iteration 49Q: 3 clusters Score -865809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -865811.937500 Penalty: 4355.575195
	Iteration 50Q: 3 clusters Score -865811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -865813.125000 Penalty: 4355.575195
	Iteration 51Q: 3 clusters Score -865813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -865813.062500 Penalty: 4355.575195
	Iteration 52Q: 3 clusters Score -865813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -865814.187500 Penalty: 4355.575195
	Iteration 53Q: 3 clusters Score -865814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -865815.250000 Penalty: 4355.575195
	Iteration 54Q: 3 clusters Score -865815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -865816.437500 Penalty: 4355.575195
	Iteration 55Q: 3 clusters Score -865816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -865815.312500 Penalty: 4355.575195
	Iteration 56Q: 3 clusters Score -865815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -865814.312500 Penalty: 4355.575195
	Iteration 57Q: 3 clusters Score -865814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -865815.312500 Penalty: 4355.575195
	Iteration 58Q: 3 clusters Score -865815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -865818.375000 Penalty: 4355.575195
	Iteration 59Q: 3 clusters Score -865818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -865821.937500 Penalty: 4355.575195
	Iteration 60F: 3 clusters Score -865821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -865824.375000 Penalty: 4355.575195
	Iteration 61Q: 3 clusters Score -865824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -865824.875000 Penalty: 4355.575195
	Iteration 62Q: 3 clusters Score -865824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -865829.062500 Penalty: 4355.575195
	Iteration 63Q: 3 clusters Score -865829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -865832.375000 Penalty: 4355.575195
	Iteration 64Q: 3 clusters Score -865832.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -865833.500000 Penalty: 4355.575195
	Iteration 65Q: 3 clusters Score -865833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -865835.125000 Penalty: 4355.575195
	Iteration 66Q: 3 clusters Score -865835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -865835.250000 Penalty: 4355.575195
	Iteration 67Q: 3 clusters Score -865835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -865836.500000 Penalty: 4355.575195
	Iteration 68Q: 3 clusters Score -865836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -865839.062500 Penalty: 4355.575195
	Iteration 69Q: 3 clusters Score -865839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -865840.625000 Penalty: 4355.575195
	Iteration 70Q: 3 clusters Score -865840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -865840.500000 Penalty: 4355.575195
	Iteration 71Q: 3 clusters Score -865840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -865842.562500 Penalty: 4355.575195
	Iteration 72Q: 3 clusters Score -865842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -865844.625000 Penalty: 4355.575195
	Iteration 73Q: 3 clusters Score -865844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -865846.375000 Penalty: 4355.575195
	Iteration 74Q: 3 clusters Score -865846.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -865849.250000 Penalty: 4355.575195
	Iteration 75Q: 3 clusters Score -865849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -865849.875000 Penalty: 4355.575195
	Iteration 76Q: 3 clusters Score -865849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -865849.875000 Penalty: 4355.575195
	Iteration 77F: 3 clusters Score -865849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Entering Unmasked Estep 
Score: -3434060.500000 Penalty: 2493.108154
	Iteration 0F: 2 clusters Score -3434060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3417807.250000 Penalty: 4986.216309
	Iteration 0F: 3 clusters Score -3417807 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3423302.250000 Penalty: 4986.216309
	Iteration 1F: 3 clusters Score -3423302 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3423696.250000 Penalty: 4986.216309
	Iteration 2F: 3 clusters Score -3423696 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3424038.500000 Penalty: 4986.216309
	Iteration 3Q: 3 clusters Score -3424038 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3424392.250000 Penalty: 4986.216309
	Iteration 4Q: 3 clusters Score -3424392 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3424781.250000 Penalty: 4986.216309
	Iteration 5Q: 3 clusters Score -3424781 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3425309.000000 Penalty: 4986.216309
	Iteration 6Q: 3 clusters Score -3425309 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3425996.250000 Penalty: 4986.216309
	Iteration 7F: 3 clusters Score -3425996 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3426958.000000 Penalty: 4986.216309
	Iteration 8F: 3 clusters Score -3426958 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3428217.500000 Penalty: 4986.216309
	Iteration 9F: 3 clusters Score -3428218 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3429477.500000 Penalty: 4986.216309
	Iteration 10F: 3 clusters Score -3429478 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3430524.250000 Penalty: 4986.216309
	Iteration 11Q: 3 clusters Score -3430524 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3431239.250000 Penalty: 4986.216309
	Iteration 12Q: 3 clusters Score -3431239 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3431605.750000 Penalty: 4986.216309
	Iteration 13Q: 3 clusters Score -3431606 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3431752.250000 Penalty: 4986.216309
	Iteration 14Q: 3 clusters Score -3431752 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3431823.000000 Penalty: 4986.216309
	Iteration 15Q: 3 clusters Score -3431823 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3431875.000000 Penalty: 4986.216309
	Iteration 16Q: 3 clusters Score -3431875 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3431910.750000 Penalty: 4986.216309
	Iteration 17Q: 3 clusters Score -3431911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3431933.250000 Penalty: 4986.216309
	Iteration 18Q: 3 clusters Score -3431933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3431950.250000 Penalty: 4986.216309
	Iteration 19Q: 3 clusters Score -3431950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3431964.000000 Penalty: 4986.216309
	Iteration 20F: 3 clusters Score -3431964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3431986.750000 Penalty: 4986.216309
	Iteration 21Q: 3 clusters Score -3431987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3431989.250000 Penalty: 4986.216309
	Iteration 22Q: 3 clusters Score -3431989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3431991.000000 Penalty: 4986.216309
	Iteration 23Q: 3 clusters Score -3431991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3432001.000000 Penalty: 4986.216309
	Iteration 24Q: 3 clusters Score -3432001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3432007.750000 Penalty: 4986.216309
	Iteration 25Q: 3 clusters Score -3432008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3431999.750000 Penalty: 4986.216309
	Iteration 26Q: 3 clusters Score -3432000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3431999.250000 Penalty: 4986.216309
	Iteration 27Q: 3 clusters Score -3431999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3431999.250000 Penalty: 4986.216309
	Iteration 28Q: 3 clusters Score -3431999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3432006.750000 Penalty: 4986.216309
	Iteration 29Q: 3 clusters Score -3432007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3432005.250000 Penalty: 4986.216309
	Iteration 30Q: 3 clusters Score -3432005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3432010.250000 Penalty: 4986.216309
	Iteration 31Q: 3 clusters Score -3432010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3432010.750000 Penalty: 4986.216309
	Iteration 32Q: 3 clusters Score -3432011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3432012.750000 Penalty: 4986.216309
	Iteration 33Q: 3 clusters Score -3432013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3432010.250000 Penalty: 4986.216309
	Iteration 34Q: 3 clusters Score -3432010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3432012.750000 Penalty: 4986.216309
	Iteration 35Q: 3 clusters Score -3432013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3432015.000000 Penalty: 4986.216309
	Iteration 36Q: 3 clusters Score -3432015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3432009.500000 Penalty: 4986.216309
	Iteration 37Q: 3 clusters Score -3432010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3432008.250000 Penalty: 4986.216309
	Iteration 38Q: 3 clusters Score -3432008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3432008.250000 Penalty: 4986.216309
	Iteration 39F: 3 clusters Score -3432008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Entering Unmasked Estep 
Score: -2929010.000000 Penalty: 2469.777588
	Iteration 0F: 2 clusters Score -2929010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2914166.500000 Penalty: 4939.555176
	Iteration 0F: 3 clusters Score -2914166 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2919549.000000 Penalty: 4939.555176
	Iteration 1F: 3 clusters Score -2919549 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2920344.500000 Penalty: 4939.555176
	Iteration 2F: 3 clusters Score -2920344 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2921182.750000 Penalty: 4939.555176
	Iteration 3F: 3 clusters Score -2921183 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2922007.250000 Penalty: 4939.555176
	Iteration 4F: 3 clusters Score -2922007 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2922782.750000 Penalty: 4939.555176
	Iteration 5F: 3 clusters Score -2922783 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2923386.500000 Penalty: 4939.555176
	Iteration 6F: 3 clusters Score -2923386 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2923940.500000 Penalty: 4939.555176
	Iteration 7Q: 3 clusters Score -2923940 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2924414.250000 Penalty: 4939.555176
	Iteration 8Q: 3 clusters Score -2924414 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2924803.000000 Penalty: 4939.555176
	Iteration 9Q: 3 clusters Score -2924803 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2925133.750000 Penalty: 4939.555176
	Iteration 10Q: 3 clusters Score -2925134 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2925429.000000 Penalty: 4939.555176
	Iteration 11Q: 3 clusters Score -2925429 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2925674.250000 Penalty: 4939.555176
	Iteration 12Q: 3 clusters Score -2925674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2925883.250000 Penalty: 4939.555176
	Iteration 13Q: 3 clusters Score -2925883 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2926027.250000 Penalty: 4939.555176
	Iteration 14Q: 3 clusters Score -2926027 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2926131.250000 Penalty: 4939.555176
	Iteration 15Q: 3 clusters Score -2926131 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2926206.250000 Penalty: 4939.555176
	Iteration 16Q: 3 clusters Score -2926206 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2926266.250000 Penalty: 4939.555176
	Iteration 17Q: 3 clusters Score -2926266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2926332.000000 Penalty: 4939.555176
	Iteration 18Q: 3 clusters Score -2926332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2926386.250000 Penalty: 4939.555176
	Iteration 19Q: 3 clusters Score -2926386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2926434.250000 Penalty: 4939.555176
	Iteration 20F: 3 clusters Score -2926434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2926477.000000 Penalty: 4939.555176
	Iteration 21Q: 3 clusters Score -2926477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2926521.250000 Penalty: 4939.555176
	Iteration 22Q: 3 clusters Score -2926521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2926576.500000 Penalty: 4939.555176
	Iteration 23Q: 3 clusters Score -2926576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2926615.750000 Penalty: 4939.555176
	Iteration 24Q: 3 clusters Score -2926616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2926658.500000 Penalty: 4939.555176
	Iteration 25Q: 3 clusters Score -2926658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2926708.500000 Penalty: 4939.555176
	Iteration 26Q: 3 clusters Score -2926708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2926753.250000 Penalty: 4939.555176
	Iteration 27Q: 3 clusters Score -2926753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2926826.000000 Penalty: 4939.555176
	Iteration 28Q: 3 clusters Score -2926826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2926892.250000 Penalty: 4939.555176
	Iteration 29Q: 3 clusters Score -2926892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2926950.250000 Penalty: 4939.555176
	Iteration 30Q: 3 clusters Score -2926950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2927007.000000 Penalty: 4939.555176
	Iteration 31Q: 3 clusters Score -2927007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2927040.000000 Penalty: 4939.555176
	Iteration 32Q: 3 clusters Score -2927040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2927061.000000 Penalty: 4939.555176
	Iteration 33Q: 3 clusters Score -2927061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2927085.500000 Penalty: 4939.555176
	Iteration 34Q: 3 clusters Score -2927086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2927091.250000 Penalty: 4939.555176
	Iteration 35Q: 3 clusters Score -2927091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2927097.000000 Penalty: 4939.555176
	Iteration 36Q: 3 clusters Score -2927097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2927095.750000 Penalty: 4939.555176
	Iteration 37Q: 3 clusters Score -2927096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2927098.000000 Penalty: 4939.555176
	Iteration 38Q: 3 clusters Score -2927098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2927099.250000 Penalty: 4939.555176
	Iteration 39Q: 3 clusters Score -2927099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2927102.500000 Penalty: 4939.555176
	Iteration 40F: 3 clusters Score -2927102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2927107.250000 Penalty: 4939.555176
	Iteration 41Q: 3 clusters Score -2927107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2927108.250000 Penalty: 4939.555176
	Iteration 42Q: 3 clusters Score -2927108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2927116.500000 Penalty: 4939.555176
	Iteration 43Q: 3 clusters Score -2927116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2927114.500000 Penalty: 4939.555176
	Iteration 44Q: 3 clusters Score -2927114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2927113.000000 Penalty: 4939.555176
	Iteration 45Q: 3 clusters Score -2927113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2927118.000000 Penalty: 4939.555176
	Iteration 46Q: 3 clusters Score -2927118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2927120.500000 Penalty: 4939.555176
	Iteration 47Q: 3 clusters Score -2927120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2927126.500000 Penalty: 4939.555176
	Iteration 48Q: 3 clusters Score -2927126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2927128.750000 Penalty: 4939.555176
	Iteration 49Q: 3 clusters Score -2927129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2927129.250000 Penalty: 4939.555176
	Iteration 50Q: 3 clusters Score -2927129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2927136.000000 Penalty: 4939.555176
	Iteration 51Q: 3 clusters Score -2927136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2927132.500000 Penalty: 4939.555176
	Iteration 52Q: 3 clusters Score -2927132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2927135.000000 Penalty: 4939.555176
	Iteration 53Q: 3 clusters Score -2927135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2927132.500000 Penalty: 4939.555176
	Iteration 54Q: 3 clusters Score -2927132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2927131.750000 Penalty: 4939.555176
	Iteration 55Q: 3 clusters Score -2927132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2927131.750000 Penalty: 4939.555176
	Iteration 56F: 3 clusters Score -2927132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Entering Unmasked Estep 
Score: -1189191.875000 Penalty: 2251.445068
	Iteration 0F: 2 clusters Score -1189192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1182287.500000 Penalty: 4502.890137
	Iteration 0F: 3 clusters Score -1182288 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1184153.125000 Penalty: 4502.890137
	Iteration 1F: 3 clusters Score -1184153 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1184449.625000 Penalty: 4502.890137
	Iteration 2F: 3 clusters Score -1184450 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1184662.250000 Penalty: 4502.890137
	Iteration 3F: 3 clusters Score -1184662 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1184836.250000 Penalty: 4502.890137
	Iteration 4Q: 3 clusters Score -1184836 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1184965.250000 Penalty: 4502.890137
	Iteration 5Q: 3 clusters Score -1184965 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1185071.625000 Penalty: 4502.890137
	Iteration 6Q: 3 clusters Score -1185072 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1185203.625000 Penalty: 4502.890137
	Iteration 7Q: 3 clusters Score -1185204 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1185358.000000 Penalty: 4502.890137
	Iteration 8Q: 3 clusters Score -1185358 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1185514.625000 Penalty: 4502.890137
	Iteration 9Q: 3 clusters Score -1185515 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1185666.750000 Penalty: 4502.890137
	Iteration 10Q: 3 clusters Score -1185667 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1185848.250000 Penalty: 4502.890137
	Iteration 11Q: 3 clusters Score -1185848 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1186043.875000 Penalty: 4502.890137
	Iteration 12Q: 3 clusters Score -1186044 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1186238.750000 Penalty: 4502.890137
	Iteration 13Q: 3 clusters Score -1186239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1186392.000000 Penalty: 4502.890137
	Iteration 14Q: 3 clusters Score -1186392 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1186526.375000 Penalty: 4502.890137
	Iteration 15Q: 3 clusters Score -1186526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1186629.500000 Penalty: 4502.890137
	Iteration 16Q: 3 clusters Score -1186630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1186721.875000 Penalty: 4502.890137
	Iteration 17Q: 3 clusters Score -1186722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1186806.375000 Penalty: 4502.890137
	Iteration 18Q: 3 clusters Score -1186806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1186883.000000 Penalty: 4502.890137
	Iteration 19Q: 3 clusters Score -1186883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1186952.750000 Penalty: 4502.890137
	Iteration 20F: 3 clusters Score -1186953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1187013.625000 Penalty: 4502.890137
	Iteration 21Q: 3 clusters Score -1187014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1187049.000000 Penalty: 4502.890137
	Iteration 22Q: 3 clusters Score -1187049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1187081.375000 Penalty: 4502.890137
	Iteration 23Q: 3 clusters Score -1187081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1187104.625000 Penalty: 4502.890137
	Iteration 24Q: 3 clusters Score -1187105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1187126.500000 Penalty: 4502.890137
	Iteration 25Q: 3 clusters Score -1187126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1187137.625000 Penalty: 4502.890137
	Iteration 26Q: 3 clusters Score -1187138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1187147.875000 Penalty: 4502.890137
	Iteration 27Q: 3 clusters Score -1187148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1187152.875000 Penalty: 4502.890137
	Iteration 28Q: 3 clusters Score -1187153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1187158.875000 Penalty: 4502.890137
	Iteration 29Q: 3 clusters Score -1187159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1187163.250000 Penalty: 4502.890137
	Iteration 30Q: 3 clusters Score -1187163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1187170.750000 Penalty: 4502.890137
	Iteration 31Q: 3 clusters Score -1187171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1187173.250000 Penalty: 4502.890137
	Iteration 32Q: 3 clusters Score -1187173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1187180.750000 Penalty: 4502.890137
	Iteration 33Q: 3 clusters Score -1187181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1187182.000000 Penalty: 4502.890137
	Iteration 34Q: 3 clusters Score -1187182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1187184.375000 Penalty: 4502.890137
	Iteration 35Q: 3 clusters Score -1187184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1187192.125000 Penalty: 4502.890137
	Iteration 36Q: 3 clusters Score -1187192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1187195.000000 Penalty: 4502.890137
	Iteration 37Q: 3 clusters Score -1187195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1187199.125000 Penalty: 4502.890137
	Iteration 38Q: 3 clusters Score -1187199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1187200.375000 Penalty: 4502.890137
	Iteration 39Q: 3 clusters Score -1187200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1187200.250000 Penalty: 4502.890137
	Iteration 40F: 3 clusters Score -1187200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1187203.000000 Penalty: 4502.890137
	Iteration 41Q: 3 clusters Score -1187203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1187203.000000 Penalty: 4502.890137
	Iteration 42F: 3 clusters Score -1187203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -78820.609375 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -78820.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77216.414062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -77216.41 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77430.226562 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -77430.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77501.882812 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -77501.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77543.460938 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -77543.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77574.804688 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -77574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77602.742188 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -77602.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77629.750000 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -77629.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77641.851562 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -77641.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77661.257812 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -77661.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77670.125000 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -77670.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77687.429688 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -77687.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77693.984375 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -77693.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77702.648438 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -77702.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77708.351562 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -77708.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77713.867188 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -77713.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77726.414062 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -77726.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77739.929688 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -77739.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77748.710938 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -77748.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77759.929688 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -77759.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77771.109375 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -77771.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77785.351562 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -77785.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77800.140625 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -77800.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77822.734375 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -77822.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77844.468750 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -77844.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77863.046875 Penalty: 3165.380615
	Iteration 24Q: 3 clusters Score -77863.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77870.304688 Penalty: 3165.380615
	Iteration 25Q: 3 clusters Score -77870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77891.265625 Penalty: 3165.380615
	Iteration 26Q: 3 clusters Score -77891.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77941.765625 Penalty: 3165.380615
	Iteration 27Q: 3 clusters Score -77941.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78036.117188 Penalty: 3165.380615
	Iteration 28Q: 3 clusters Score -78036.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78132.937500 Penalty: 3165.380615
	Iteration 29Q: 3 clusters Score -78132.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78181.406250 Penalty: 3165.380615
	Iteration 30Q: 3 clusters Score -78181.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78217.632812 Penalty: 3165.380615
	Iteration 31Q: 3 clusters Score -78217.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78251.093750 Penalty: 3165.380615
	Iteration 32Q: 3 clusters Score -78251.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78303.500000 Penalty: 3165.380615
	Iteration 33Q: 3 clusters Score -78303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78446.234375 Penalty: 3165.380615
	Iteration 34Q: 3 clusters Score -78446.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78560.406250 Penalty: 3165.380615
	Iteration 35Q: 3 clusters Score -78560.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78594.484375 Penalty: 3165.380615
	Iteration 36Q: 3 clusters Score -78594.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78642.601562 Penalty: 3165.380615
	Iteration 37Q: 3 clusters Score -78642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78701.046875 Penalty: 3165.380615
	Iteration 38Q: 3 clusters Score -78701.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78817.882812 Penalty: 3165.380615
	Iteration 39Q: 3 clusters Score -78817.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78871.507812 Penalty: 3165.380615
	Iteration 40F: 3 clusters Score -78871.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78950.984375 Penalty: 3165.380615
	Iteration 41Q: 3 clusters Score -78950.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79005.531250 Penalty: 3165.380615
	Iteration 42Q: 3 clusters Score -79005.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79097.515625 Penalty: 3165.380615
	Iteration 43Q: 3 clusters Score -79097.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79159.921875 Penalty: 3165.380615
	Iteration 44Q: 3 clusters Score -79159.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79159.921875 Penalty: 3165.380615
	Iteration 45F: 3 clusters Score -79159.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 210862 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 37324 members 
Mstep: Class 15 contains 121841 members 
Mstep: Class 16 contains 30491 members 
Mstep: Class 17 contains 50666 members 
Mstep: Class 18 contains 109087 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38294 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 21546 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7035 members 
Mstep: Class 33 contains 60631 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 259 members 
Entering Unmasked Estep 
Score: -128947120.000000 Penalty: 119056.312500
Splitting cluster 13 changes total score from -128949040.000000 to -128947120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Entering Unmasked Estep 
Score: -5518805.000000 Penalty: 2610.792969
	Iteration 0F: 2 clusters Score -5518805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5493447.000000 Penalty: 5221.585938
	Iteration 0F: 3 clusters Score -5493447 nChanged 17024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5502570.500000 Penalty: 5221.585938
	Iteration 1F: 3 clusters Score -5502570 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5502937.000000 Penalty: 5221.585938
	Iteration 2Q: 3 clusters Score -5502937 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5503233.500000 Penalty: 5221.585938
	Iteration 3Q: 3 clusters Score -5503234 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -5503531.500000 Penalty: 5221.585938
	Iteration 4Q: 3 clusters Score -5503532 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5503888.500000 Penalty: 5221.585938
	Iteration 5Q: 3 clusters Score -5503888 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5504373.000000 Penalty: 5221.585938
	Iteration 6Q: 3 clusters Score -5504373 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5504897.500000 Penalty: 5221.585938
	Iteration 7Q: 3 clusters Score -5504898 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5505595.500000 Penalty: 5221.585938
	Iteration 8Q: 3 clusters Score -5505596 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5506521.500000 Penalty: 5221.585938
	Iteration 9Q: 3 clusters Score -5506522 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -5507510.500000 Penalty: 5221.585938
	Iteration 10Q: 3 clusters Score -5507510 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5508660.000000 Penalty: 5221.585938
	Iteration 11Q: 3 clusters Score -5508660 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -5509841.500000 Penalty: 5221.585938
	Iteration 12Q: 3 clusters Score -5509842 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5510947.000000 Penalty: 5221.585938
	Iteration 13Q: 3 clusters Score -5510947 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -5511857.500000 Penalty: 5221.585938
	Iteration 14Q: 3 clusters Score -5511858 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5512579.000000 Penalty: 5221.585938
	Iteration 15Q: 3 clusters Score -5512579 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5513154.000000 Penalty: 5221.585938
	Iteration 16Q: 3 clusters Score -5513154 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -5513576.500000 Penalty: 5221.585938
	Iteration 17Q: 3 clusters Score -5513576 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5513929.500000 Penalty: 5221.585938
	Iteration 18Q: 3 clusters Score -5513930 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5514200.000000 Penalty: 5221.585938
	Iteration 19Q: 3 clusters Score -5514200 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5514437.500000 Penalty: 5221.585938
	Iteration 20F: 3 clusters Score -5514438 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5514666.500000 Penalty: 5221.585938
	Iteration 21Q: 3 clusters Score -5514666 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5514861.000000 Penalty: 5221.585938
	Iteration 22Q: 3 clusters Score -5514861 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5515067.500000 Penalty: 5221.585938
	Iteration 23Q: 3 clusters Score -5515068 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5515241.500000 Penalty: 5221.585938
	Iteration 24Q: 3 clusters Score -5515242 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5515421.000000 Penalty: 5221.585938
	Iteration 25Q: 3 clusters Score -5515421 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5515583.500000 Penalty: 5221.585938
	Iteration 26Q: 3 clusters Score -5515584 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5515743.000000 Penalty: 5221.585938
	Iteration 27Q: 3 clusters Score -5515743 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5515886.000000 Penalty: 5221.585938
	Iteration 28Q: 3 clusters Score -5515886 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5515974.000000 Penalty: 5221.585938
	Iteration 29Q: 3 clusters Score -5515974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5516072.000000 Penalty: 5221.585938
	Iteration 30Q: 3 clusters Score -5516072 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5516149.500000 Penalty: 5221.585938
	Iteration 31Q: 3 clusters Score -5516150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5516195.000000 Penalty: 5221.585938
	Iteration 32Q: 3 clusters Score -5516195 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5516243.000000 Penalty: 5221.585938
	Iteration 33Q: 3 clusters Score -5516243 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5516292.000000 Penalty: 5221.585938
	Iteration 34Q: 3 clusters Score -5516292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5516326.500000 Penalty: 5221.585938
	Iteration 35Q: 3 clusters Score -5516326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5516363.000000 Penalty: 5221.585938
	Iteration 36Q: 3 clusters Score -5516363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5516393.000000 Penalty: 5221.585938
	Iteration 37Q: 3 clusters Score -5516393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5516424.000000 Penalty: 5221.585938
	Iteration 38Q: 3 clusters Score -5516424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5516440.000000 Penalty: 5221.585938
	Iteration 39Q: 3 clusters Score -5516440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5516458.500000 Penalty: 5221.585938
	Iteration 40F: 3 clusters Score -5516458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5516474.500000 Penalty: 5221.585938
	Iteration 41Q: 3 clusters Score -5516474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5516484.500000 Penalty: 5221.585938
	Iteration 42Q: 3 clusters Score -5516484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5516500.500000 Penalty: 5221.585938
	Iteration 43Q: 3 clusters Score -5516500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5516503.000000 Penalty: 5221.585938
	Iteration 44Q: 3 clusters Score -5516503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5516502.000000 Penalty: 5221.585938
	Iteration 45Q: 3 clusters Score -5516502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5516509.000000 Penalty: 5221.585938
	Iteration 46Q: 3 clusters Score -5516509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5516518.500000 Penalty: 5221.585938
	Iteration 47Q: 3 clusters Score -5516518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5516516.500000 Penalty: 5221.585938
	Iteration 48Q: 3 clusters Score -5516516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5516529.000000 Penalty: 5221.585938
	Iteration 49Q: 3 clusters Score -5516529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5516524.000000 Penalty: 5221.585938
	Iteration 50Q: 3 clusters Score -5516524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5516527.500000 Penalty: 5221.585938
	Iteration 51Q: 3 clusters Score -5516528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5516532.000000 Penalty: 5221.585938
	Iteration 52Q: 3 clusters Score -5516532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5516534.500000 Penalty: 5221.585938
	Iteration 53Q: 3 clusters Score -5516534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5516541.000000 Penalty: 5221.585938
	Iteration 54Q: 3 clusters Score -5516541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5516547.500000 Penalty: 5221.585938
	Iteration 55Q: 3 clusters Score -5516548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5516547.500000 Penalty: 5221.585938
	Iteration 56Q: 3 clusters Score -5516548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5516548.500000 Penalty: 5221.585938
	Iteration 57Q: 3 clusters Score -5516548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5516548.500000 Penalty: 5221.585938
	Iteration 58F: 3 clusters Score -5516548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (121841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121841 members 
Entering Unmasked Estep 
Score: -17915876.000000 Penalty: 2904.197021
	Iteration 0F: 2 clusters Score -1.791588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -17837594.000000 Penalty: 5808.394043
	Iteration 0F: 3 clusters Score -1.783759e+07 nChanged 57865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -17871436.000000 Penalty: 5808.394043
	Iteration 1F: 3 clusters Score -1.787144e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -17872510.000000 Penalty: 5808.394043
	Iteration 2Q: 3 clusters Score -1.787251e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -17874114.000000 Penalty: 5808.394043
	Iteration 3Q: 3 clusters Score -1.787411e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -17876150.000000 Penalty: 5808.394043
	Iteration 4Q: 3 clusters Score -1.787615e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -17878834.000000 Penalty: 5808.394043
	Iteration 5Q: 3 clusters Score -1.787883e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -17882340.000000 Penalty: 5808.394043
	Iteration 6F: 3 clusters Score -1.788234e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -17886568.000000 Penalty: 5808.394043
	Iteration 7F: 3 clusters Score -1.788657e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -17891334.000000 Penalty: 5808.394043
	Iteration 8F: 3 clusters Score -1.789133e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -17895842.000000 Penalty: 5808.394043
	Iteration 9F: 3 clusters Score -1.789584e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -17898846.000000 Penalty: 5808.394043
	Iteration 10Q: 3 clusters Score -1.789885e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -17900624.000000 Penalty: 5808.394043
	Iteration 11Q: 3 clusters Score -1.790062e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -17901562.000000 Penalty: 5808.394043
	Iteration 12Q: 3 clusters Score -1.790156e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -17902338.000000 Penalty: 5808.394043
	Iteration 13Q: 3 clusters Score -1.790234e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -17903016.000000 Penalty: 5808.394043
	Iteration 14Q: 3 clusters Score -1.790302e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -17903666.000000 Penalty: 5808.394043
	Iteration 15Q: 3 clusters Score -1.790367e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -17904084.000000 Penalty: 5808.394043
	Iteration 16Q: 3 clusters Score -1.790408e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -17904518.000000 Penalty: 5808.394043
	Iteration 17Q: 3 clusters Score -1.790452e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -17904792.000000 Penalty: 5808.394043
	Iteration 18Q: 3 clusters Score -1.790479e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -17905096.000000 Penalty: 5808.394043
	Iteration 19Q: 3 clusters Score -1.79051e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -17905508.000000 Penalty: 5808.394043
	Iteration 20F: 3 clusters Score -1.790551e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -17905786.000000 Penalty: 5808.394043
	Iteration 21Q: 3 clusters Score -1.790579e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -17906006.000000 Penalty: 5808.394043
	Iteration 22Q: 3 clusters Score -1.790601e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -17906206.000000 Penalty: 5808.394043
	Iteration 23Q: 3 clusters Score -1.790621e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -17906428.000000 Penalty: 5808.394043
	Iteration 24Q: 3 clusters Score -1.790643e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -17906626.000000 Penalty: 5808.394043
	Iteration 25Q: 3 clusters Score -1.790663e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
Score: -17906888.000000 Penalty: 5808.394043
	Iteration 26Q: 3 clusters Score -1.790689e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -17907130.000000 Penalty: 5808.394043
	Iteration 27Q: 3 clusters Score -1.790713e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -17907358.000000 Penalty: 5808.394043
	Iteration 28Q: 3 clusters Score -1.790736e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -17907698.000000 Penalty: 5808.394043
	Iteration 29Q: 3 clusters Score -1.79077e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -17907962.000000 Penalty: 5808.394043
	Iteration 30Q: 3 clusters Score -1.790796e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -17908150.000000 Penalty: 5808.394043
	Iteration 31Q: 3 clusters Score -1.790815e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -17908412.000000 Penalty: 5808.394043
	Iteration 32Q: 3 clusters Score -1.790841e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -17908716.000000 Penalty: 5808.394043
	Iteration 33Q: 3 clusters Score -1.790872e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -17909016.000000 Penalty: 5808.394043
	Iteration 34Q: 3 clusters Score -1.790902e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -17909246.000000 Penalty: 5808.394043
	Iteration 35Q: 3 clusters Score -1.790925e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -17909578.000000 Penalty: 5808.394043
	Iteration 36Q: 3 clusters Score -1.790958e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -17909948.000000 Penalty: 5808.394043
	Iteration 37Q: 3 clusters Score -1.790995e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -17910308.000000 Penalty: 5808.394043
	Iteration 38Q: 3 clusters Score -1.791031e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -17910574.000000 Penalty: 5808.394043
	Iteration 39Q: 3 clusters Score -1.791057e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -17910830.000000 Penalty: 5808.394043
	Iteration 40F: 3 clusters Score -1.791083e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -17910996.000000 Penalty: 5808.394043
	Iteration 41Q: 3 clusters Score -1.7911e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -17911350.000000 Penalty: 5808.394043
	Iteration 42Q: 3 clusters Score -1.791135e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -17911522.000000 Penalty: 5808.394043
	Iteration 43Q: 3 clusters Score -1.791152e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -17911832.000000 Penalty: 5808.394043
	Iteration 44Q: 3 clusters Score -1.791183e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -17912078.000000 Penalty: 5808.394043
	Iteration 45Q: 3 clusters Score -1.791208e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -17912388.000000 Penalty: 5808.394043
	Iteration 46Q: 3 clusters Score -1.791239e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -17912626.000000 Penalty: 5808.394043
	Iteration 47Q: 3 clusters Score -1.791263e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -17912756.000000 Penalty: 5808.394043
	Iteration 48Q: 3 clusters Score -1.791276e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -17913004.000000 Penalty: 5808.394043
	Iteration 49Q: 3 clusters Score -1.7913e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 114522 members 
Entering Unmasked Estep 
Score: -17913182.000000 Penalty: 5808.394043
	Iteration 50Q: 3 clusters Score -1.791318e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -17913364.000000 Penalty: 5808.394043
	Iteration 51Q: 3 clusters Score -1.791336e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -17913468.000000 Penalty: 5808.394043
	Iteration 52Q: 3 clusters Score -1.791347e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -17913582.000000 Penalty: 5808.394043
	Iteration 53Q: 3 clusters Score -1.791358e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -17913690.000000 Penalty: 5808.394043
	Iteration 54Q: 3 clusters Score -1.791369e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -17913828.000000 Penalty: 5808.394043
	Iteration 55Q: 3 clusters Score -1.791383e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -17913960.000000 Penalty: 5808.394043
	Iteration 56Q: 3 clusters Score -1.791396e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -17914050.000000 Penalty: 5808.394043
	Iteration 57Q: 3 clusters Score -1.791405e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -17914128.000000 Penalty: 5808.394043
	Iteration 58Q: 3 clusters Score -1.791413e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -17914112.000000 Penalty: 5808.394043
	Iteration 59Q: 3 clusters Score -1.791411e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -17914098.000000 Penalty: 5808.394043
	Iteration 60F: 3 clusters Score -1.79141e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -17914098.000000 Penalty: 5808.394043
	Iteration 61Q: 3 clusters Score -1.79141e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -17914126.000000 Penalty: 5808.394043
	Iteration 62Q: 3 clusters Score -1.791413e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -17914140.000000 Penalty: 5808.394043
	Iteration 63Q: 3 clusters Score -1.791414e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -17914162.000000 Penalty: 5808.394043
	Iteration 64Q: 3 clusters Score -1.791416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -17914152.000000 Penalty: 5808.394043
	Iteration 65Q: 3 clusters Score -1.791415e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -17914168.000000 Penalty: 5808.394043
	Iteration 66Q: 3 clusters Score -1.791417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -17914158.000000 Penalty: 5808.394043
	Iteration 67Q: 3 clusters Score -1.791416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -17914146.000000 Penalty: 5808.394043
	Iteration 68Q: 3 clusters Score -1.791415e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -17914128.000000 Penalty: 5808.394043
	Iteration 69Q: 3 clusters Score -1.791413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -17914110.000000 Penalty: 5808.394043
	Iteration 70Q: 3 clusters Score -1.791411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 119929 members 
Entering Unmasked Estep 
Score: -17914104.000000 Penalty: 5808.394043
	Iteration 71Q: 3 clusters Score -1.79141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -17914116.000000 Penalty: 5808.394043
	Iteration 72Q: 3 clusters Score -1.791412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -17914126.000000 Penalty: 5808.394043
	Iteration 73Q: 3 clusters Score -1.791413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -17914150.000000 Penalty: 5808.394043
	Iteration 74Q: 3 clusters Score -1.791415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 120028 members 
Entering Unmasked Estep 
Score: -17914142.000000 Penalty: 5808.394043
	Iteration 75Q: 3 clusters Score -1.791414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -17914150.000000 Penalty: 5808.394043
	Iteration 76Q: 3 clusters Score -1.791415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -17914146.000000 Penalty: 5808.394043
	Iteration 77Q: 3 clusters Score -1.791415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -17914164.000000 Penalty: 5808.394043
	Iteration 78Q: 3 clusters Score -1.791416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -17914152.000000 Penalty: 5808.394043
	Iteration 79Q: 3 clusters Score -1.791415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -17914176.000000 Penalty: 5808.394043
	Iteration 80F: 3 clusters Score -1.791418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -17914170.000000 Penalty: 5808.394043
	Iteration 81Q: 3 clusters Score -1.791417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -17914166.000000 Penalty: 5808.394043
	Iteration 82Q: 3 clusters Score -1.791417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 120120 members 
Entering Unmasked Estep 
Score: -17914156.000000 Penalty: 5808.394043
	Iteration 83Q: 3 clusters Score -1.791416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 120130 members 
Entering Unmasked Estep 
Score: -17914148.000000 Penalty: 5808.394043
	Iteration 84Q: 3 clusters Score -1.791415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -17914158.000000 Penalty: 5808.394043
	Iteration 85Q: 3 clusters Score -1.791416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -17914166.000000 Penalty: 5808.394043
	Iteration 86Q: 3 clusters Score -1.791417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -17914160.000000 Penalty: 5808.394043
	Iteration 87Q: 3 clusters Score -1.791416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -17914164.000000 Penalty: 5808.394043
	Iteration 88Q: 3 clusters Score -1.791416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -17914154.000000 Penalty: 5808.394043
	Iteration 89Q: 3 clusters Score -1.791415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 120146 members 
Entering Unmasked Estep 
Score: -17914156.000000 Penalty: 5808.394043
	Iteration 90Q: 3 clusters Score -1.791416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -17914160.000000 Penalty: 5808.394043
	Iteration 91Q: 3 clusters Score -1.791416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -17914160.000000 Penalty: 5808.394043
	Iteration 92Q: 3 clusters Score -1.791416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -17914168.000000 Penalty: 5808.394043
	Iteration 93Q: 3 clusters Score -1.791417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -17914160.000000 Penalty: 5808.394043
	Iteration 94Q: 3 clusters Score -1.791416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -17914172.000000 Penalty: 5808.394043
	Iteration 95Q: 3 clusters Score -1.791417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -17914182.000000 Penalty: 5808.394043
	Iteration 96Q: 3 clusters Score -1.791418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
Score: -17914180.000000 Penalty: 5808.394043
	Iteration 97Q: 3 clusters Score -1.791418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -17914186.000000 Penalty: 5808.394043
	Iteration 98Q: 3 clusters Score -1.791419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -17914190.000000 Penalty: 5808.394043
	Iteration 99Q: 3 clusters Score -1.791419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -17914188.000000 Penalty: 5808.394043
	Iteration 100F: 3 clusters Score -1.791419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 120175 members 
Entering Unmasked Estep 
Score: -17914192.000000 Penalty: 5808.394043
	Iteration 101Q: 3 clusters Score -1.791419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 120178 members 
Entering Unmasked Estep 
Score: -17914196.000000 Penalty: 5808.394043
	Iteration 102Q: 3 clusters Score -1.79142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -17914194.000000 Penalty: 5808.394043
	Iteration 103Q: 3 clusters Score -1.791419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -17914188.000000 Penalty: 5808.394043
	Iteration 104Q: 3 clusters Score -1.791419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -17914188.000000 Penalty: 5808.394043
	Iteration 105F: 3 clusters Score -1.791419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Entering Unmasked Estep 
Score: -4296353.500000 Penalty: 2560.646240
	Iteration 0F: 2 clusters Score -4296354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4275458.000000 Penalty: 5121.292480
	Iteration 0F: 3 clusters Score -4275458 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4282899.500000 Penalty: 5121.292480
	Iteration 1F: 3 clusters Score -4282900 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4283474.500000 Penalty: 5121.292480
	Iteration 2F: 3 clusters Score -4283474 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4283965.000000 Penalty: 5121.292480
	Iteration 3Q: 3 clusters Score -4283965 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4284531.000000 Penalty: 5121.292480
	Iteration 4Q: 3 clusters Score -4284531 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4285251.000000 Penalty: 5121.292480
	Iteration 5Q: 3 clusters Score -4285251 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4286132.000000 Penalty: 5121.292480
	Iteration 6F: 3 clusters Score -4286132 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4287337.000000 Penalty: 5121.292480
	Iteration 7F: 3 clusters Score -4287337 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4288753.500000 Penalty: 5121.292480
	Iteration 8F: 3 clusters Score -4288754 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -4290372.500000 Penalty: 5121.292480
	Iteration 9F: 3 clusters Score -4290372 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4291726.500000 Penalty: 5121.292480
	Iteration 10F: 3 clusters Score -4291726 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4292710.000000 Penalty: 5121.292480
	Iteration 11Q: 3 clusters Score -4292710 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4293360.500000 Penalty: 5121.292480
	Iteration 12Q: 3 clusters Score -4293360 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4293890.000000 Penalty: 5121.292480
	Iteration 13Q: 3 clusters Score -4293890 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4294196.000000 Penalty: 5121.292480
	Iteration 14Q: 3 clusters Score -4294196 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -4294391.500000 Penalty: 5121.292480
	Iteration 15Q: 3 clusters Score -4294392 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4294567.000000 Penalty: 5121.292480
	Iteration 16Q: 3 clusters Score -4294567 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4294719.000000 Penalty: 5121.292480
	Iteration 17Q: 3 clusters Score -4294719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4294833.000000 Penalty: 5121.292480
	Iteration 18Q: 3 clusters Score -4294833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4294964.500000 Penalty: 5121.292480
	Iteration 19Q: 3 clusters Score -4294964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4295061.000000 Penalty: 5121.292480
	Iteration 20F: 3 clusters Score -4295061 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4295115.500000 Penalty: 5121.292480
	Iteration 21Q: 3 clusters Score -4295116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4295156.500000 Penalty: 5121.292480
	Iteration 22Q: 3 clusters Score -4295156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4295204.500000 Penalty: 5121.292480
	Iteration 23Q: 3 clusters Score -4295204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4295223.500000 Penalty: 5121.292480
	Iteration 24Q: 3 clusters Score -4295224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4295245.000000 Penalty: 5121.292480
	Iteration 25Q: 3 clusters Score -4295245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -4295251.500000 Penalty: 5121.292480
	Iteration 26Q: 3 clusters Score -4295252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4295265.500000 Penalty: 5121.292480
	Iteration 27Q: 3 clusters Score -4295266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -4295272.500000 Penalty: 5121.292480
	Iteration 28Q: 3 clusters Score -4295272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4295272.500000 Penalty: 5121.292480
	Iteration 29Q: 3 clusters Score -4295272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4295275.000000 Penalty: 5121.292480
	Iteration 30Q: 3 clusters Score -4295275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -4295283.500000 Penalty: 5121.292480
	Iteration 31Q: 3 clusters Score -4295284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4295277.500000 Penalty: 5121.292480
	Iteration 32Q: 3 clusters Score -4295278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4295278.500000 Penalty: 5121.292480
	Iteration 33Q: 3 clusters Score -4295278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4295279.000000 Penalty: 5121.292480
	Iteration 34Q: 3 clusters Score -4295279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4295280.000000 Penalty: 5121.292480
	Iteration 35Q: 3 clusters Score -4295280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4295279.500000 Penalty: 5121.292480
	Iteration 36Q: 3 clusters Score -4295280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4295275.000000 Penalty: 5121.292480
	Iteration 37Q: 3 clusters Score -4295275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4295281.000000 Penalty: 5121.292480
	Iteration 38Q: 3 clusters Score -4295281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4295278.000000 Penalty: 5121.292480
	Iteration 39Q: 3 clusters Score -4295278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4295274.000000 Penalty: 5121.292480
	Iteration 40F: 3 clusters Score -4295274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4295281.500000 Penalty: 5121.292480
	Iteration 41Q: 3 clusters Score -4295282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4295280.500000 Penalty: 5121.292480
	Iteration 42Q: 3 clusters Score -4295280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4295283.000000 Penalty: 5121.292480
	Iteration 43Q: 3 clusters Score -4295283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4295285.000000 Penalty: 5121.292480
	Iteration 44Q: 3 clusters Score -4295285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4295283.000000 Penalty: 5121.292480
	Iteration 45Q: 3 clusters Score -4295283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4295281.000000 Penalty: 5121.292480
	Iteration 46Q: 3 clusters Score -4295281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4295282.500000 Penalty: 5121.292480
	Iteration 47Q: 3 clusters Score -4295282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4295281.000000 Penalty: 5121.292480
	Iteration 48Q: 3 clusters Score -4295281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4295285.500000 Penalty: 5121.292480
	Iteration 49Q: 3 clusters Score -4295286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4295276.500000 Penalty: 5121.292480
	Iteration 50Q: 3 clusters Score -4295276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4295281.500000 Penalty: 5121.292480
	Iteration 51Q: 3 clusters Score -4295282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4295283.500000 Penalty: 5121.292480
	Iteration 52Q: 3 clusters Score -4295284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4295283.500000 Penalty: 5121.292480
	Iteration 53Q: 3 clusters Score -4295284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4295287.500000 Penalty: 5121.292480
	Iteration 54Q: 3 clusters Score -4295288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4295286.500000 Penalty: 5121.292480
	Iteration 55Q: 3 clusters Score -4295286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4295286.500000 Penalty: 5121.292480
	Iteration 56F: 3 clusters Score -4295286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Entering Unmasked Estep 
Score: -7393812.500000 Penalty: 2686.586670
	Iteration 0F: 2 clusters Score -7393812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -7359612.500000 Penalty: 5373.173340
	Iteration 0F: 3 clusters Score -7359612 nChanged 23439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -7372506.500000 Penalty: 5373.173340
	Iteration 1F: 3 clusters Score -7372506 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7373102.000000 Penalty: 5373.173340
	Iteration 2Q: 3 clusters Score -7373102 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -7373879.000000 Penalty: 5373.173340
	Iteration 3Q: 3 clusters Score -7373879 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -7374968.000000 Penalty: 5373.173340
	Iteration 4Q: 3 clusters Score -7374968 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -7376735.000000 Penalty: 5373.173340
	Iteration 5F: 3 clusters Score -7376735 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -7379162.500000 Penalty: 5373.173340
	Iteration 6F: 3 clusters Score -7379162 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7381807.500000 Penalty: 5373.173340
	Iteration 7F: 3 clusters Score -7381808 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -7384019.000000 Penalty: 5373.173340
	Iteration 8F: 3 clusters Score -7384019 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -7385538.000000 Penalty: 5373.173340
	Iteration 9F: 3 clusters Score -7385538 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -7386483.500000 Penalty: 5373.173340
	Iteration 10Q: 3 clusters Score -7386484 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7387216.500000 Penalty: 5373.173340
	Iteration 11Q: 3 clusters Score -7387216 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -7387740.500000 Penalty: 5373.173340
	Iteration 12Q: 3 clusters Score -7387740 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -7388106.500000 Penalty: 5373.173340
	Iteration 13Q: 3 clusters Score -7388106 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7388316.000000 Penalty: 5373.173340
	Iteration 14Q: 3 clusters Score -7388316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -7388483.000000 Penalty: 5373.173340
	Iteration 15Q: 3 clusters Score -7388483 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -7388597.000000 Penalty: 5373.173340
	Iteration 16Q: 3 clusters Score -7388597 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7388703.500000 Penalty: 5373.173340
	Iteration 17Q: 3 clusters Score -7388704 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7388757.000000 Penalty: 5373.173340
	Iteration 18Q: 3 clusters Score -7388757 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -7388815.500000 Penalty: 5373.173340
	Iteration 19Q: 3 clusters Score -7388816 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7388857.000000 Penalty: 5373.173340
	Iteration 20F: 3 clusters Score -7388857 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7388906.500000 Penalty: 5373.173340
	Iteration 21Q: 3 clusters Score -7388906 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7388945.000000 Penalty: 5373.173340
	Iteration 22Q: 3 clusters Score -7388945 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7388977.500000 Penalty: 5373.173340
	Iteration 23Q: 3 clusters Score -7388978 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -7389054.500000 Penalty: 5373.173340
	Iteration 24Q: 3 clusters Score -7389054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -7389133.500000 Penalty: 5373.173340
	Iteration 25Q: 3 clusters Score -7389134 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7389213.000000 Penalty: 5373.173340
	Iteration 26Q: 3 clusters Score -7389213 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7389268.500000 Penalty: 5373.173340
	Iteration 27Q: 3 clusters Score -7389268 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7389358.500000 Penalty: 5373.173340
	Iteration 28Q: 3 clusters Score -7389358 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7389456.500000 Penalty: 5373.173340
	Iteration 29Q: 3 clusters Score -7389456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7389536.000000 Penalty: 5373.173340
	Iteration 30Q: 3 clusters Score -7389536 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7389634.000000 Penalty: 5373.173340
	Iteration 31Q: 3 clusters Score -7389634 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7389732.500000 Penalty: 5373.173340
	Iteration 32Q: 3 clusters Score -7389732 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7389859.500000 Penalty: 5373.173340
	Iteration 33Q: 3 clusters Score -7389860 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -7389954.000000 Penalty: 5373.173340
	Iteration 34Q: 3 clusters Score -7389954 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7390082.000000 Penalty: 5373.173340
	Iteration 35Q: 3 clusters Score -7390082 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -7390213.500000 Penalty: 5373.173340
	Iteration 36Q: 3 clusters Score -7390214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -7390347.000000 Penalty: 5373.173340
	Iteration 37Q: 3 clusters Score -7390347 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -7390482.000000 Penalty: 5373.173340
	Iteration 38Q: 3 clusters Score -7390482 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7390630.500000 Penalty: 5373.173340
	Iteration 39Q: 3 clusters Score -7390630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -7390736.000000 Penalty: 5373.173340
	Iteration 40F: 3 clusters Score -7390736 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7390872.000000 Penalty: 5373.173340
	Iteration 41Q: 3 clusters Score -7390872 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -7390974.500000 Penalty: 5373.173340
	Iteration 42Q: 3 clusters Score -7390974 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -7391058.500000 Penalty: 5373.173340
	Iteration 43Q: 3 clusters Score -7391058 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -7391123.000000 Penalty: 5373.173340
	Iteration 44Q: 3 clusters Score -7391123 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -7391174.500000 Penalty: 5373.173340
	Iteration 45Q: 3 clusters Score -7391174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -7391218.000000 Penalty: 5373.173340
	Iteration 46Q: 3 clusters Score -7391218 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -7391284.500000 Penalty: 5373.173340
	Iteration 47Q: 3 clusters Score -7391284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -7391314.500000 Penalty: 5373.173340
	Iteration 48Q: 3 clusters Score -7391314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -7391365.000000 Penalty: 5373.173340
	Iteration 49Q: 3 clusters Score -7391365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -7391400.000000 Penalty: 5373.173340
	Iteration 50Q: 3 clusters Score -7391400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -7391440.500000 Penalty: 5373.173340
	Iteration 51Q: 3 clusters Score -7391440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -7391456.000000 Penalty: 5373.173340
	Iteration 52Q: 3 clusters Score -7391456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -7391476.000000 Penalty: 5373.173340
	Iteration 53Q: 3 clusters Score -7391476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -7391494.500000 Penalty: 5373.173340
	Iteration 54Q: 3 clusters Score -7391494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -7391523.000000 Penalty: 5373.173340
	Iteration 55Q: 3 clusters Score -7391523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -7391543.000000 Penalty: 5373.173340
	Iteration 56Q: 3 clusters Score -7391543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -7391553.500000 Penalty: 5373.173340
	Iteration 57Q: 3 clusters Score -7391554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -7391565.000000 Penalty: 5373.173340
	Iteration 58Q: 3 clusters Score -7391565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -7391576.000000 Penalty: 5373.173340
	Iteration 59Q: 3 clusters Score -7391576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -7391595.500000 Penalty: 5373.173340
	Iteration 60F: 3 clusters Score -7391596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -7391593.500000 Penalty: 5373.173340
	Iteration 61Q: 3 clusters Score -7391594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -7391594.500000 Penalty: 5373.173340
	Iteration 62Q: 3 clusters Score -7391594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -7391614.000000 Penalty: 5373.173340
	Iteration 63Q: 3 clusters Score -7391614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -7391630.000000 Penalty: 5373.173340
	Iteration 64Q: 3 clusters Score -7391630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -7391635.000000 Penalty: 5373.173340
	Iteration 65Q: 3 clusters Score -7391635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -7391643.500000 Penalty: 5373.173340
	Iteration 66Q: 3 clusters Score -7391644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -7391659.500000 Penalty: 5373.173340
	Iteration 67Q: 3 clusters Score -7391660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -7391688.500000 Penalty: 5373.173340
	Iteration 68Q: 3 clusters Score -7391688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -7391691.000000 Penalty: 5373.173340
	Iteration 69Q: 3 clusters Score -7391691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -7391686.000000 Penalty: 5373.173340
	Iteration 70Q: 3 clusters Score -7391686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -7391669.000000 Penalty: 5373.173340
	Iteration 71Q: 3 clusters Score -7391669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -7391675.500000 Penalty: 5373.173340
	Iteration 72Q: 3 clusters Score -7391676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -7391676.000000 Penalty: 5373.173340
	Iteration 73Q: 3 clusters Score -7391676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -7391672.500000 Penalty: 5373.173340
	Iteration 74Q: 3 clusters Score -7391672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -7391682.500000 Penalty: 5373.173340
	Iteration 75Q: 3 clusters Score -7391682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -7391694.000000 Penalty: 5373.173340
	Iteration 76Q: 3 clusters Score -7391694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -7391704.000000 Penalty: 5373.173340
	Iteration 77Q: 3 clusters Score -7391704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -7391711.000000 Penalty: 5373.173340
	Iteration 78Q: 3 clusters Score -7391711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -7391699.500000 Penalty: 5373.173340
	Iteration 79Q: 3 clusters Score -7391700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -7391704.500000 Penalty: 5373.173340
	Iteration 80F: 3 clusters Score -7391704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -7391714.000000 Penalty: 5373.173340
	Iteration 81Q: 3 clusters Score -7391714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -7391722.500000 Penalty: 5373.173340
	Iteration 82Q: 3 clusters Score -7391722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -7391721.000000 Penalty: 5373.173340
	Iteration 83Q: 3 clusters Score -7391721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -7391728.000000 Penalty: 5373.173340
	Iteration 84Q: 3 clusters Score -7391728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -7391734.000000 Penalty: 5373.173340
	Iteration 85Q: 3 clusters Score -7391734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -7391731.500000 Penalty: 5373.173340
	Iteration 86Q: 3 clusters Score -7391732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -7391740.500000 Penalty: 5373.173340
	Iteration 87Q: 3 clusters Score -7391740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -7391755.500000 Penalty: 5373.173340
	Iteration 88Q: 3 clusters Score -7391756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7391750.000000 Penalty: 5373.173340
	Iteration 89Q: 3 clusters Score -7391750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -7391751.000000 Penalty: 5373.173340
	Iteration 90Q: 3 clusters Score -7391751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -7391758.500000 Penalty: 5373.173340
	Iteration 91Q: 3 clusters Score -7391758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7391748.500000 Penalty: 5373.173340
	Iteration 92Q: 3 clusters Score -7391748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -7391758.000000 Penalty: 5373.173340
	Iteration 93Q: 3 clusters Score -7391758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -7391750.000000 Penalty: 5373.173340
	Iteration 94Q: 3 clusters Score -7391750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -7391747.500000 Penalty: 5373.173340
	Iteration 95Q: 3 clusters Score -7391748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -7391747.500000 Penalty: 5373.173340
	Iteration 96F: 3 clusters Score -7391748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Entering Unmasked Estep 
Score: -16036311.000000 Penalty: 2876.775391
	Iteration 0F: 2 clusters Score -1.603631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -15964527.000000 Penalty: 5753.550781
	Iteration 0F: 3 clusters Score -1.596453e+07 nChanged 51919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -15994228.000000 Penalty: 5753.550781
	Iteration 1F: 3 clusters Score -1.599423e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -15994987.000000 Penalty: 5753.550781
	Iteration 2Q: 3 clusters Score -1.599499e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -15995608.000000 Penalty: 5753.550781
	Iteration 3Q: 3 clusters Score -1.599561e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -15996668.000000 Penalty: 5753.550781
	Iteration 4Q: 3 clusters Score -1.599667e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -15997953.000000 Penalty: 5753.550781
	Iteration 5Q: 3 clusters Score -1.599795e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -15999678.000000 Penalty: 5753.550781
	Iteration 6Q: 3 clusters Score -1.599968e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -16002073.000000 Penalty: 5753.550781
	Iteration 7Q: 3 clusters Score -1.600207e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -16005862.000000 Penalty: 5753.550781
	Iteration 8F: 3 clusters Score -1.600586e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -16010990.000000 Penalty: 5753.550781
	Iteration 9F: 3 clusters Score -1.601099e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -16016430.000000 Penalty: 5753.550781
	Iteration 10F: 3 clusters Score -1.601643e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -16019791.000000 Penalty: 5753.550781
	Iteration 11F: 3 clusters Score -1.601979e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -16021341.000000 Penalty: 5753.550781
	Iteration 12Q: 3 clusters Score -1.602134e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -16021939.000000 Penalty: 5753.550781
	Iteration 13Q: 3 clusters Score -1.602194e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -16022132.000000 Penalty: 5753.550781
	Iteration 14Q: 3 clusters Score -1.602213e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -16022411.000000 Penalty: 5753.550781
	Iteration 15Q: 3 clusters Score -1.602241e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -16022663.000000 Penalty: 5753.550781
	Iteration 16Q: 3 clusters Score -1.602266e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -16022938.000000 Penalty: 5753.550781
	Iteration 17Q: 3 clusters Score -1.602294e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -16023317.000000 Penalty: 5753.550781
	Iteration 18Q: 3 clusters Score -1.602332e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -16023662.000000 Penalty: 5753.550781
	Iteration 19Q: 3 clusters Score -1.602366e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -16024123.000000 Penalty: 5753.550781
	Iteration 20F: 3 clusters Score -1.602412e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -16024561.000000 Penalty: 5753.550781
	Iteration 21Q: 3 clusters Score -1.602456e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -16025275.000000 Penalty: 5753.550781
	Iteration 22Q: 3 clusters Score -1.602528e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -16025954.000000 Penalty: 5753.550781
	Iteration 23Q: 3 clusters Score -1.602595e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -16026718.000000 Penalty: 5753.550781
	Iteration 24Q: 3 clusters Score -1.602672e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -16027560.000000 Penalty: 5753.550781
	Iteration 25Q: 3 clusters Score -1.602756e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -16028362.000000 Penalty: 5753.550781
	Iteration 26Q: 3 clusters Score -1.602836e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -16029197.000000 Penalty: 5753.550781
	Iteration 27Q: 3 clusters Score -1.60292e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -16029911.000000 Penalty: 5753.550781
	Iteration 28Q: 3 clusters Score -1.602991e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -16030473.000000 Penalty: 5753.550781
	Iteration 29Q: 3 clusters Score -1.603047e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -16030857.000000 Penalty: 5753.550781
	Iteration 30Q: 3 clusters Score -1.603086e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -16031116.000000 Penalty: 5753.550781
	Iteration 31Q: 3 clusters Score -1.603112e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -16031217.000000 Penalty: 5753.550781
	Iteration 32Q: 3 clusters Score -1.603122e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -16031268.000000 Penalty: 5753.550781
	Iteration 33Q: 3 clusters Score -1.603127e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -16031380.000000 Penalty: 5753.550781
	Iteration 34Q: 3 clusters Score -1.603138e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -16031416.000000 Penalty: 5753.550781
	Iteration 35Q: 3 clusters Score -1.603142e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -16031446.000000 Penalty: 5753.550781
	Iteration 36Q: 3 clusters Score -1.603145e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -16031478.000000 Penalty: 5753.550781
	Iteration 37Q: 3 clusters Score -1.603148e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -16031516.000000 Penalty: 5753.550781
	Iteration 38Q: 3 clusters Score -1.603152e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -16031477.000000 Penalty: 5753.550781
	Iteration 39Q: 3 clusters Score -1.603148e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -16031526.000000 Penalty: 5753.550781
	Iteration 40F: 3 clusters Score -1.603153e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -16031586.000000 Penalty: 5753.550781
	Iteration 41Q: 3 clusters Score -1.603159e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -16031605.000000 Penalty: 5753.550781
	Iteration 42Q: 3 clusters Score -1.60316e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -16031592.000000 Penalty: 5753.550781
	Iteration 43Q: 3 clusters Score -1.603159e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -16031579.000000 Penalty: 5753.550781
	Iteration 44Q: 3 clusters Score -1.603158e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -16031586.000000 Penalty: 5753.550781
	Iteration 45Q: 3 clusters Score -1.603159e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -16031626.000000 Penalty: 5753.550781
	Iteration 46Q: 3 clusters Score -1.603163e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -16031639.000000 Penalty: 5753.550781
	Iteration 47Q: 3 clusters Score -1.603164e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -16031646.000000 Penalty: 5753.550781
	Iteration 48Q: 3 clusters Score -1.603165e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -16031618.000000 Penalty: 5753.550781
	Iteration 49Q: 3 clusters Score -1.603162e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -16031635.000000 Penalty: 5753.550781
	Iteration 50Q: 3 clusters Score -1.603164e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -16031644.000000 Penalty: 5753.550781
	Iteration 51Q: 3 clusters Score -1.603164e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -16031641.000000 Penalty: 5753.550781
	Iteration 52Q: 3 clusters Score -1.603164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -16031679.000000 Penalty: 5753.550781
	Iteration 53Q: 3 clusters Score -1.603168e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -16031649.000000 Penalty: 5753.550781
	Iteration 54Q: 3 clusters Score -1.603165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -16031633.000000 Penalty: 5753.550781
	Iteration 55Q: 3 clusters Score -1.603163e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -16031631.000000 Penalty: 5753.550781
	Iteration 56Q: 3 clusters Score -1.603163e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -16031625.000000 Penalty: 5753.550781
	Iteration 57Q: 3 clusters Score -1.603162e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -16031664.000000 Penalty: 5753.550781
	Iteration 58Q: 3 clusters Score -1.603166e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -16031684.000000 Penalty: 5753.550781
	Iteration 59Q: 3 clusters Score -1.603168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -16031694.000000 Penalty: 5753.550781
	Iteration 60F: 3 clusters Score -1.603169e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -16031699.000000 Penalty: 5753.550781
	Iteration 61Q: 3 clusters Score -1.60317e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -16031698.000000 Penalty: 5753.550781
	Iteration 62Q: 3 clusters Score -1.60317e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -16031699.000000 Penalty: 5753.550781
	Iteration 63Q: 3 clusters Score -1.60317e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -16031704.000000 Penalty: 5753.550781
	Iteration 64Q: 3 clusters Score -1.60317e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -16031746.000000 Penalty: 5753.550781
	Iteration 65Q: 3 clusters Score -1.603175e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -16031726.000000 Penalty: 5753.550781
	Iteration 66Q: 3 clusters Score -1.603173e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -16031689.000000 Penalty: 5753.550781
	Iteration 67Q: 3 clusters Score -1.603169e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -16031700.000000 Penalty: 5753.550781
	Iteration 68Q: 3 clusters Score -1.60317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -16031701.000000 Penalty: 5753.550781
	Iteration 69Q: 3 clusters Score -1.60317e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -16031754.000000 Penalty: 5753.550781
	Iteration 70Q: 3 clusters Score -1.603175e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -16031759.000000 Penalty: 5753.550781
	Iteration 71Q: 3 clusters Score -1.603176e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -16031794.000000 Penalty: 5753.550781
	Iteration 72Q: 3 clusters Score -1.603179e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -16031788.000000 Penalty: 5753.550781
	Iteration 73Q: 3 clusters Score -1.603179e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -16031835.000000 Penalty: 5753.550781
	Iteration 74Q: 3 clusters Score -1.603184e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -16031820.000000 Penalty: 5753.550781
	Iteration 75Q: 3 clusters Score -1.603182e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -16031818.000000 Penalty: 5753.550781
	Iteration 76Q: 3 clusters Score -1.603182e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -16031868.000000 Penalty: 5753.550781
	Iteration 77Q: 3 clusters Score -1.603187e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -16031895.000000 Penalty: 5753.550781
	Iteration 78Q: 3 clusters Score -1.60319e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -16031902.000000 Penalty: 5753.550781
	Iteration 79Q: 3 clusters Score -1.60319e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -16031921.000000 Penalty: 5753.550781
	Iteration 80F: 3 clusters Score -1.603192e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -16031940.000000 Penalty: 5753.550781
	Iteration 81Q: 3 clusters Score -1.603194e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -16031962.000000 Penalty: 5753.550781
	Iteration 82Q: 3 clusters Score -1.603196e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -16031992.000000 Penalty: 5753.550781
	Iteration 83Q: 3 clusters Score -1.603199e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -16031964.000000 Penalty: 5753.550781
	Iteration 84Q: 3 clusters Score -1.603196e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -16031988.000000 Penalty: 5753.550781
	Iteration 85Q: 3 clusters Score -1.603199e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -16032021.000000 Penalty: 5753.550781
	Iteration 86Q: 3 clusters Score -1.603202e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -16032059.000000 Penalty: 5753.550781
	Iteration 87Q: 3 clusters Score -1.603206e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -16032082.000000 Penalty: 5753.550781
	Iteration 88Q: 3 clusters Score -1.603208e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -16032187.000000 Penalty: 5753.550781
	Iteration 89Q: 3 clusters Score -1.603219e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -16032194.000000 Penalty: 5753.550781
	Iteration 90Q: 3 clusters Score -1.603219e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -16032272.000000 Penalty: 5753.550781
	Iteration 91Q: 3 clusters Score -1.603227e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -16032334.000000 Penalty: 5753.550781
	Iteration 92Q: 3 clusters Score -1.603233e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -16032393.000000 Penalty: 5753.550781
	Iteration 93Q: 3 clusters Score -1.603239e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -16032468.000000 Penalty: 5753.550781
	Iteration 94Q: 3 clusters Score -1.603247e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -16032482.000000 Penalty: 5753.550781
	Iteration 95Q: 3 clusters Score -1.603248e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -16032554.000000 Penalty: 5753.550781
	Iteration 96Q: 3 clusters Score -1.603255e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -16032658.000000 Penalty: 5753.550781
	Iteration 97Q: 3 clusters Score -1.603266e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -16032704.000000 Penalty: 5753.550781
	Iteration 98Q: 3 clusters Score -1.60327e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -16032760.000000 Penalty: 5753.550781
	Iteration 99Q: 3 clusters Score -1.603276e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -16032813.000000 Penalty: 5753.550781
	Iteration 100F: 3 clusters Score -1.603281e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -16032904.000000 Penalty: 5753.550781
	Iteration 101Q: 3 clusters Score -1.60329e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -16032965.000000 Penalty: 5753.550781
	Iteration 102Q: 3 clusters Score -1.603296e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -16033064.000000 Penalty: 5753.550781
	Iteration 103Q: 3 clusters Score -1.603306e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -16033195.000000 Penalty: 5753.550781
	Iteration 104Q: 3 clusters Score -1.60332e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -16033276.000000 Penalty: 5753.550781
	Iteration 105Q: 3 clusters Score -1.603328e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -16033387.000000 Penalty: 5753.550781
	Iteration 106Q: 3 clusters Score -1.603339e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -16033454.000000 Penalty: 5753.550781
	Iteration 107Q: 3 clusters Score -1.603345e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -16033551.000000 Penalty: 5753.550781
	Iteration 108Q: 3 clusters Score -1.603355e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -16033652.000000 Penalty: 5753.550781
	Iteration 109Q: 3 clusters Score -1.603365e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -16033776.000000 Penalty: 5753.550781
	Iteration 110Q: 3 clusters Score -1.603378e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -16033897.000000 Penalty: 5753.550781
	Iteration 111Q: 3 clusters Score -1.60339e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -16033963.000000 Penalty: 5753.550781
	Iteration 112Q: 3 clusters Score -1.603396e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -16034014.000000 Penalty: 5753.550781
	Iteration 113Q: 3 clusters Score -1.603401e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -16034056.000000 Penalty: 5753.550781
	Iteration 114Q: 3 clusters Score -1.603406e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -16034126.000000 Penalty: 5753.550781
	Iteration 115Q: 3 clusters Score -1.603413e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -16034190.000000 Penalty: 5753.550781
	Iteration 116Q: 3 clusters Score -1.603419e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -16034214.000000 Penalty: 5753.550781
	Iteration 117Q: 3 clusters Score -1.603421e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -16034253.000000 Penalty: 5753.550781
	Iteration 118Q: 3 clusters Score -1.603425e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -16034291.000000 Penalty: 5753.550781
	Iteration 119Q: 3 clusters Score -1.603429e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -16034292.000000 Penalty: 5753.550781
	Iteration 120F: 3 clusters Score -1.603429e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -16034344.000000 Penalty: 5753.550781
	Iteration 121Q: 3 clusters Score -1.603434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -16034400.000000 Penalty: 5753.550781
	Iteration 122Q: 3 clusters Score -1.60344e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -16034410.000000 Penalty: 5753.550781
	Iteration 123Q: 3 clusters Score -1.603441e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -16034416.000000 Penalty: 5753.550781
	Iteration 124Q: 3 clusters Score -1.603442e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -16034400.000000 Penalty: 5753.550781
	Iteration 125Q: 3 clusters Score -1.60344e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -16034466.000000 Penalty: 5753.550781
	Iteration 126Q: 3 clusters Score -1.603447e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -16034441.000000 Penalty: 5753.550781
	Iteration 127Q: 3 clusters Score -1.603444e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -16034443.000000 Penalty: 5753.550781
	Iteration 128Q: 3 clusters Score -1.603444e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -16034450.000000 Penalty: 5753.550781
	Iteration 129Q: 3 clusters Score -1.603445e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -16034480.000000 Penalty: 5753.550781
	Iteration 130Q: 3 clusters Score -1.603448e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -16034478.000000 Penalty: 5753.550781
	Iteration 131Q: 3 clusters Score -1.603448e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -16034531.000000 Penalty: 5753.550781
	Iteration 132Q: 3 clusters Score -1.603453e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -16034561.000000 Penalty: 5753.550781
	Iteration 133Q: 3 clusters Score -1.603456e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -16034538.000000 Penalty: 5753.550781
	Iteration 134Q: 3 clusters Score -1.603454e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -16034551.000000 Penalty: 5753.550781
	Iteration 135Q: 3 clusters Score -1.603455e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -16034569.000000 Penalty: 5753.550781
	Iteration 136Q: 3 clusters Score -1.603457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -16034563.000000 Penalty: 5753.550781
	Iteration 137Q: 3 clusters Score -1.603456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -16034573.000000 Penalty: 5753.550781
	Iteration 138Q: 3 clusters Score -1.603457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -16034583.000000 Penalty: 5753.550781
	Iteration 139Q: 3 clusters Score -1.603458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -16034566.000000 Penalty: 5753.550781
	Iteration 140F: 3 clusters Score -1.603457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -16034562.000000 Penalty: 5753.550781
	Iteration 141Q: 3 clusters Score -1.603456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -16034561.000000 Penalty: 5753.550781
	Iteration 142Q: 3 clusters Score -1.603456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -16034560.000000 Penalty: 5753.550781
	Iteration 143Q: 3 clusters Score -1.603456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -16034563.000000 Penalty: 5753.550781
	Iteration 144Q: 3 clusters Score -1.603456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -16034542.000000 Penalty: 5753.550781
	Iteration 145Q: 3 clusters Score -1.603454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -16034528.000000 Penalty: 5753.550781
	Iteration 146Q: 3 clusters Score -1.603453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -16034537.000000 Penalty: 5753.550781
	Iteration 147Q: 3 clusters Score -1.603454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -16034543.000000 Penalty: 5753.550781
	Iteration 148Q: 3 clusters Score -1.603454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -16034541.000000 Penalty: 5753.550781
	Iteration 149Q: 3 clusters Score -1.603454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -16034550.000000 Penalty: 5753.550781
	Iteration 150Q: 3 clusters Score -1.603455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -16034533.000000 Penalty: 5753.550781
	Iteration 151Q: 3 clusters Score -1.603453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16034527.000000 Penalty: 5753.550781
	Iteration 152Q: 3 clusters Score -1.603453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -16034546.000000 Penalty: 5753.550781
	Iteration 153Q: 3 clusters Score -1.603455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -16034540.000000 Penalty: 5753.550781
	Iteration 154Q: 3 clusters Score -1.603454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -16034538.000000 Penalty: 5753.550781
	Iteration 155Q: 3 clusters Score -1.603454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -16034540.000000 Penalty: 5753.550781
	Iteration 156Q: 3 clusters Score -1.603454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -16034549.000000 Penalty: 5753.550781
	Iteration 157Q: 3 clusters Score -1.603455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -16034541.000000 Penalty: 5753.550781
	Iteration 158Q: 3 clusters Score -1.603454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16034544.000000 Penalty: 5753.550781
	Iteration 159Q: 3 clusters Score -1.603454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -16034529.000000 Penalty: 5753.550781
	Iteration 160F: 3 clusters Score -1.603453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -16034534.000000 Penalty: 5753.550781
	Iteration 161Q: 3 clusters Score -1.603453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -16034541.000000 Penalty: 5753.550781
	Iteration 162Q: 3 clusters Score -1.603454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -16034538.000000 Penalty: 5753.550781
	Iteration 163Q: 3 clusters Score -1.603454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16034526.000000 Penalty: 5753.550781
	Iteration 164Q: 3 clusters Score -1.603453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -16034528.000000 Penalty: 5753.550781
	Iteration 165Q: 3 clusters Score -1.603453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -16034528.000000 Penalty: 5753.550781
	Iteration 166F: 3 clusters Score -1.603453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -12035.542969 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -12035.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11134.276367 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -11134.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11170.174805 Penalty: 2429.328613
	Iteration 1Q: 3 clusters Score -11170.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11170.174805 Penalty: 2429.328613
	Iteration 2F: 3 clusters Score -11170.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Entering Unmasked Estep 
Score: -3780263.750000 Penalty: 2519.638916
	Iteration 0F: 2 clusters Score -3780264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3762440.500000 Penalty: 5039.277832
	Iteration 0F: 3 clusters Score -3762440 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3768618.500000 Penalty: 5039.277832
	Iteration 1F: 3 clusters Score -3768618 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3768990.000000 Penalty: 5039.277832
	Iteration 2Q: 3 clusters Score -3768990 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3769366.250000 Penalty: 5039.277832
	Iteration 3Q: 3 clusters Score -3769366 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3769820.000000 Penalty: 5039.277832
	Iteration 4Q: 3 clusters Score -3769820 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3770419.500000 Penalty: 5039.277832
	Iteration 5Q: 3 clusters Score -3770420 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3771272.500000 Penalty: 5039.277832
	Iteration 6F: 3 clusters Score -3771272 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3772465.750000 Penalty: 5039.277832
	Iteration 7F: 3 clusters Score -3772466 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3774029.250000 Penalty: 5039.277832
	Iteration 8F: 3 clusters Score -3774029 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3775630.750000 Penalty: 5039.277832
	Iteration 9F: 3 clusters Score -3775631 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3776823.250000 Penalty: 5039.277832
	Iteration 10Q: 3 clusters Score -3776823 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3777497.250000 Penalty: 5039.277832
	Iteration 11Q: 3 clusters Score -3777497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3777785.750000 Penalty: 5039.277832
	Iteration 12Q: 3 clusters Score -3777786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3777915.000000 Penalty: 5039.277832
	Iteration 13Q: 3 clusters Score -3777915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3777988.500000 Penalty: 5039.277832
	Iteration 14Q: 3 clusters Score -3777988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3778031.750000 Penalty: 5039.277832
	Iteration 15Q: 3 clusters Score -3778032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3778055.750000 Penalty: 5039.277832
	Iteration 16Q: 3 clusters Score -3778056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3778074.000000 Penalty: 5039.277832
	Iteration 17Q: 3 clusters Score -3778074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3778083.750000 Penalty: 5039.277832
	Iteration 18Q: 3 clusters Score -3778084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3778093.250000 Penalty: 5039.277832
	Iteration 19Q: 3 clusters Score -3778093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3778111.250000 Penalty: 5039.277832
	Iteration 20F: 3 clusters Score -3778111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3778128.500000 Penalty: 5039.277832
	Iteration 21Q: 3 clusters Score -3778128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3778138.750000 Penalty: 5039.277832
	Iteration 22Q: 3 clusters Score -3778139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3778146.750000 Penalty: 5039.277832
	Iteration 23Q: 3 clusters Score -3778147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3778153.500000 Penalty: 5039.277832
	Iteration 24Q: 3 clusters Score -3778154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3778157.750000 Penalty: 5039.277832
	Iteration 25Q: 3 clusters Score -3778158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3778160.500000 Penalty: 5039.277832
	Iteration 26Q: 3 clusters Score -3778160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3778166.500000 Penalty: 5039.277832
	Iteration 27Q: 3 clusters Score -3778166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3778169.500000 Penalty: 5039.277832
	Iteration 28Q: 3 clusters Score -3778170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3778171.750000 Penalty: 5039.277832
	Iteration 29Q: 3 clusters Score -3778172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3778177.000000 Penalty: 5039.277832
	Iteration 30Q: 3 clusters Score -3778177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3778176.750000 Penalty: 5039.277832
	Iteration 31Q: 3 clusters Score -3778177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3778176.750000 Penalty: 5039.277832
	Iteration 32F: 3 clusters Score -3778177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -78626.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -78626.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77026.023438 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -77026.02 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77383.617188 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -77383.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77528.523438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -77528.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77670.929688 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -77670.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77722.382812 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -77722.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77779.054688 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -77779.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77844.335938 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -77844.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77879.320312 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -77879.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77902.390625 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -77902.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77920.687500 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -77920.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77929.804688 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -77929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77937.203125 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -77937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77948.101562 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -77948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77958.703125 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -77958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77966.898438 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -77966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77979.687500 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -77979.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77996.476562 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -77996.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78013.304688 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -78013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78043.429688 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -78043.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78087.796875 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -78087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78147.367188 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -78147.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78180.859375 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -78180.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78213.890625 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -78213.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78268.625000 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -78268.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78320.914062 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -78320.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78332.968750 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -78332.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78336.976562 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -78336.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78338.804688 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -78338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78340.437500 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -78340.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78340.437500 Penalty: 3193.125000
	Iteration 29F: 3 clusters Score -78340.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Entering Unmasked Estep 
Score: -5494483.000000 Penalty: 2617.156006
	Iteration 0F: 2 clusters Score -5494483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5468502.500000 Penalty: 5234.312012
	Iteration 0F: 3 clusters Score -5468502 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5478264.000000 Penalty: 5234.312012
	Iteration 1F: 3 clusters Score -5478264 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5478962.500000 Penalty: 5234.312012
	Iteration 2Q: 3 clusters Score -5478962 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5479799.500000 Penalty: 5234.312012
	Iteration 3Q: 3 clusters Score -5479800 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5480800.500000 Penalty: 5234.312012
	Iteration 4F: 3 clusters Score -5480800 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5482130.000000 Penalty: 5234.312012
	Iteration 5F: 3 clusters Score -5482130 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5483953.500000 Penalty: 5234.312012
	Iteration 6F: 3 clusters Score -5483954 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5486244.500000 Penalty: 5234.312012
	Iteration 7F: 3 clusters Score -5486244 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -5488650.000000 Penalty: 5234.312012
	Iteration 8F: 3 clusters Score -5488650 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -5490630.000000 Penalty: 5234.312012
	Iteration 9Q: 3 clusters Score -5490630 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5491774.000000 Penalty: 5234.312012
	Iteration 10Q: 3 clusters Score -5491774 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -5492311.500000 Penalty: 5234.312012
	Iteration 11Q: 3 clusters Score -5492312 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -5492568.500000 Penalty: 5234.312012
	Iteration 12Q: 3 clusters Score -5492568 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5492712.500000 Penalty: 5234.312012
	Iteration 13Q: 3 clusters Score -5492712 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5492807.000000 Penalty: 5234.312012
	Iteration 14Q: 3 clusters Score -5492807 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5492851.000000 Penalty: 5234.312012
	Iteration 15Q: 3 clusters Score -5492851 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5492893.000000 Penalty: 5234.312012
	Iteration 16Q: 3 clusters Score -5492893 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5492928.500000 Penalty: 5234.312012
	Iteration 17Q: 3 clusters Score -5492928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5492952.000000 Penalty: 5234.312012
	Iteration 18Q: 3 clusters Score -5492952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5492972.500000 Penalty: 5234.312012
	Iteration 19Q: 3 clusters Score -5492972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -5492972.500000 Penalty: 5234.312012
	Iteration 20F: 3 clusters Score -5492972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5492972.500000 Penalty: 5234.312012
	Iteration 21Q: 3 clusters Score -5492972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -5492977.000000 Penalty: 5234.312012
	Iteration 22Q: 3 clusters Score -5492977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5492980.500000 Penalty: 5234.312012
	Iteration 23Q: 3 clusters Score -5492980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5492991.500000 Penalty: 5234.312012
	Iteration 24Q: 3 clusters Score -5492992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -5492984.500000 Penalty: 5234.312012
	Iteration 25Q: 3 clusters Score -5492984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5492999.000000 Penalty: 5234.312012
	Iteration 26Q: 3 clusters Score -5492999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -5493007.500000 Penalty: 5234.312012
	Iteration 27Q: 3 clusters Score -5493008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5493005.500000 Penalty: 5234.312012
	Iteration 28Q: 3 clusters Score -5493006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5493018.500000 Penalty: 5234.312012
	Iteration 29Q: 3 clusters Score -5493018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5493022.500000 Penalty: 5234.312012
	Iteration 30Q: 3 clusters Score -5493022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -5493025.500000 Penalty: 5234.312012
	Iteration 31Q: 3 clusters Score -5493026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5493037.500000 Penalty: 5234.312012
	Iteration 32Q: 3 clusters Score -5493038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5493043.000000 Penalty: 5234.312012
	Iteration 33Q: 3 clusters Score -5493043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5493041.000000 Penalty: 5234.312012
	Iteration 34Q: 3 clusters Score -5493041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -5493036.000000 Penalty: 5234.312012
	Iteration 35Q: 3 clusters Score -5493036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -5493060.000000 Penalty: 5234.312012
	Iteration 36Q: 3 clusters Score -5493060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -5493048.500000 Penalty: 5234.312012
	Iteration 37Q: 3 clusters Score -5493048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5493056.000000 Penalty: 5234.312012
	Iteration 38Q: 3 clusters Score -5493056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5493053.500000 Penalty: 5234.312012
	Iteration 39Q: 3 clusters Score -5493054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5493047.500000 Penalty: 5234.312012
	Iteration 40F: 3 clusters Score -5493048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5493055.000000 Penalty: 5234.312012
	Iteration 41Q: 3 clusters Score -5493055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -5493053.000000 Penalty: 5234.312012
	Iteration 42Q: 3 clusters Score -5493053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5493056.500000 Penalty: 5234.312012
	Iteration 43Q: 3 clusters Score -5493056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5493059.500000 Penalty: 5234.312012
	Iteration 44Q: 3 clusters Score -5493060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5493062.000000 Penalty: 5234.312012
	Iteration 45Q: 3 clusters Score -5493062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5493065.500000 Penalty: 5234.312012
	Iteration 46Q: 3 clusters Score -5493066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5493071.500000 Penalty: 5234.312012
	Iteration 47Q: 3 clusters Score -5493072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5493070.500000 Penalty: 5234.312012
	Iteration 48Q: 3 clusters Score -5493070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5493079.000000 Penalty: 5234.312012
	Iteration 49Q: 3 clusters Score -5493079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5493074.500000 Penalty: 5234.312012
	Iteration 50Q: 3 clusters Score -5493074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5493072.500000 Penalty: 5234.312012
	Iteration 51Q: 3 clusters Score -5493072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -5493084.000000 Penalty: 5234.312012
	Iteration 52Q: 3 clusters Score -5493084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5493080.500000 Penalty: 5234.312012
	Iteration 53Q: 3 clusters Score -5493080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -5493077.500000 Penalty: 5234.312012
	Iteration 54Q: 3 clusters Score -5493078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5493079.500000 Penalty: 5234.312012
	Iteration 55Q: 3 clusters Score -5493080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5493079.500000 Penalty: 5234.312012
	Iteration 56F: 3 clusters Score -5493080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Entering Unmasked Estep 
Score: -5813460.000000 Penalty: 2630.997314
	Iteration 0F: 2 clusters Score -5813460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5785968.500000 Penalty: 5261.994629
	Iteration 0F: 3 clusters Score -5785968 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5796272.000000 Penalty: 5261.994629
	Iteration 1F: 3 clusters Score -5796272 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5796979.500000 Penalty: 5261.994629
	Iteration 2Q: 3 clusters Score -5796980 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5797748.500000 Penalty: 5261.994629
	Iteration 3Q: 3 clusters Score -5797748 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -5798901.000000 Penalty: 5261.994629
	Iteration 4F: 3 clusters Score -5798901 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5800582.000000 Penalty: 5261.994629
	Iteration 5F: 3 clusters Score -5800582 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -5802816.500000 Penalty: 5261.994629
	Iteration 6F: 3 clusters Score -5802816 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5805149.000000 Penalty: 5261.994629
	Iteration 7F: 3 clusters Score -5805149 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5807341.000000 Penalty: 5261.994629
	Iteration 8F: 3 clusters Score -5807341 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -5808914.500000 Penalty: 5261.994629
	Iteration 9Q: 3 clusters Score -5808914 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5810017.000000 Penalty: 5261.994629
	Iteration 10Q: 3 clusters Score -5810017 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5810623.500000 Penalty: 5261.994629
	Iteration 11Q: 3 clusters Score -5810624 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5810917.500000 Penalty: 5261.994629
	Iteration 12Q: 3 clusters Score -5810918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5811042.000000 Penalty: 5261.994629
	Iteration 13Q: 3 clusters Score -5811042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5811081.000000 Penalty: 5261.994629
	Iteration 14Q: 3 clusters Score -5811081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5811112.000000 Penalty: 5261.994629
	Iteration 15Q: 3 clusters Score -5811112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5811141.000000 Penalty: 5261.994629
	Iteration 16Q: 3 clusters Score -5811141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5811142.000000 Penalty: 5261.994629
	Iteration 17Q: 3 clusters Score -5811142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5811151.500000 Penalty: 5261.994629
	Iteration 18Q: 3 clusters Score -5811152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5811163.500000 Penalty: 5261.994629
	Iteration 19Q: 3 clusters Score -5811164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5811171.500000 Penalty: 5261.994629
	Iteration 20F: 3 clusters Score -5811172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5811183.500000 Penalty: 5261.994629
	Iteration 21Q: 3 clusters Score -5811184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5811185.000000 Penalty: 5261.994629
	Iteration 22Q: 3 clusters Score -5811185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5811192.500000 Penalty: 5261.994629
	Iteration 23Q: 3 clusters Score -5811192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5811194.000000 Penalty: 5261.994629
	Iteration 24Q: 3 clusters Score -5811194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5811192.500000 Penalty: 5261.994629
	Iteration 25Q: 3 clusters Score -5811192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5811201.000000 Penalty: 5261.994629
	Iteration 26Q: 3 clusters Score -5811201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5811204.000000 Penalty: 5261.994629
	Iteration 27Q: 3 clusters Score -5811204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5811204.000000 Penalty: 5261.994629
	Iteration 28F: 3 clusters Score -5811204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Entering Unmasked Estep 
Score: -3021001.500000 Penalty: 2474.530518
	Iteration 0F: 2 clusters Score -3021002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3005945.750000 Penalty: 4949.061035
	Iteration 0F: 3 clusters Score -3005946 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3011204.250000 Penalty: 4949.061035
	Iteration 1F: 3 clusters Score -3011204 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3011854.750000 Penalty: 4949.061035
	Iteration 2F: 3 clusters Score -3011855 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3012461.250000 Penalty: 4949.061035
	Iteration 3F: 3 clusters Score -3012461 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3013078.000000 Penalty: 4949.061035
	Iteration 4F: 3 clusters Score -3013078 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3013795.500000 Penalty: 4949.061035
	Iteration 5F: 3 clusters Score -3013796 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3014725.250000 Penalty: 4949.061035
	Iteration 6F: 3 clusters Score -3014725 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3015778.500000 Penalty: 4949.061035
	Iteration 7F: 3 clusters Score -3015778 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3016902.500000 Penalty: 4949.061035
	Iteration 8F: 3 clusters Score -3016902 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3017956.000000 Penalty: 4949.061035
	Iteration 9F: 3 clusters Score -3017956 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3018710.500000 Penalty: 4949.061035
	Iteration 10Q: 3 clusters Score -3018710 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3019202.500000 Penalty: 4949.061035
	Iteration 11Q: 3 clusters Score -3019202 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3019550.750000 Penalty: 4949.061035
	Iteration 12Q: 3 clusters Score -3019551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3019710.250000 Penalty: 4949.061035
	Iteration 13Q: 3 clusters Score -3019710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3019795.000000 Penalty: 4949.061035
	Iteration 14Q: 3 clusters Score -3019795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3019846.250000 Penalty: 4949.061035
	Iteration 15Q: 3 clusters Score -3019846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3019877.250000 Penalty: 4949.061035
	Iteration 16Q: 3 clusters Score -3019877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3019900.000000 Penalty: 4949.061035
	Iteration 17Q: 3 clusters Score -3019900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3019911.000000 Penalty: 4949.061035
	Iteration 18Q: 3 clusters Score -3019911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3019914.250000 Penalty: 4949.061035
	Iteration 19Q: 3 clusters Score -3019914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3019930.250000 Penalty: 4949.061035
	Iteration 20F: 3 clusters Score -3019930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3019926.500000 Penalty: 4949.061035
	Iteration 21Q: 3 clusters Score -3019926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3019932.750000 Penalty: 4949.061035
	Iteration 22Q: 3 clusters Score -3019933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3019930.000000 Penalty: 4949.061035
	Iteration 23Q: 3 clusters Score -3019930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3019931.250000 Penalty: 4949.061035
	Iteration 24Q: 3 clusters Score -3019931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3019933.250000 Penalty: 4949.061035
	Iteration 25Q: 3 clusters Score -3019933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3019933.250000 Penalty: 4949.061035
	Iteration 26Q: 3 clusters Score -3019933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3019932.250000 Penalty: 4949.061035
	Iteration 27Q: 3 clusters Score -3019932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3019932.250000 Penalty: 4949.061035
	Iteration 28F: 3 clusters Score -3019932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Entering Unmasked Estep 
Score: -2875716.750000 Penalty: 2448.127197
	Iteration 0F: 2 clusters Score -2875717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2862127.250000 Penalty: 4896.254395
	Iteration 0F: 3 clusters Score -2862127 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2866612.250000 Penalty: 4896.254395
	Iteration 1F: 3 clusters Score -2866612 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2867023.750000 Penalty: 4896.254395
	Iteration 2F: 3 clusters Score -2867024 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2867346.500000 Penalty: 4896.254395
	Iteration 3Q: 3 clusters Score -2867346 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2867673.750000 Penalty: 4896.254395
	Iteration 4Q: 3 clusters Score -2867674 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2868058.500000 Penalty: 4896.254395
	Iteration 5Q: 3 clusters Score -2868058 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2868585.250000 Penalty: 4896.254395
	Iteration 6Q: 3 clusters Score -2868585 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2869320.000000 Penalty: 4896.254395
	Iteration 7F: 3 clusters Score -2869320 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2870258.250000 Penalty: 4896.254395
	Iteration 8F: 3 clusters Score -2870258 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2871263.250000 Penalty: 4896.254395
	Iteration 9F: 3 clusters Score -2871263 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2872104.750000 Penalty: 4896.254395
	Iteration 10Q: 3 clusters Score -2872105 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2872648.750000 Penalty: 4896.254395
	Iteration 11Q: 3 clusters Score -2872649 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2872980.500000 Penalty: 4896.254395
	Iteration 12Q: 3 clusters Score -2872980 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2873167.500000 Penalty: 4896.254395
	Iteration 13Q: 3 clusters Score -2873168 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2873282.750000 Penalty: 4896.254395
	Iteration 14Q: 3 clusters Score -2873283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2873369.250000 Penalty: 4896.254395
	Iteration 15Q: 3 clusters Score -2873369 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2873417.000000 Penalty: 4896.254395
	Iteration 16Q: 3 clusters Score -2873417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2873462.500000 Penalty: 4896.254395
	Iteration 17Q: 3 clusters Score -2873462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2873485.250000 Penalty: 4896.254395
	Iteration 18Q: 3 clusters Score -2873485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2873512.250000 Penalty: 4896.254395
	Iteration 19Q: 3 clusters Score -2873512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2873537.000000 Penalty: 4896.254395
	Iteration 20F: 3 clusters Score -2873537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2873552.000000 Penalty: 4896.254395
	Iteration 21Q: 3 clusters Score -2873552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2873565.750000 Penalty: 4896.254395
	Iteration 22Q: 3 clusters Score -2873566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2873585.250000 Penalty: 4896.254395
	Iteration 23Q: 3 clusters Score -2873585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2873592.500000 Penalty: 4896.254395
	Iteration 24Q: 3 clusters Score -2873592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2873589.250000 Penalty: 4896.254395
	Iteration 25Q: 3 clusters Score -2873589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2873593.000000 Penalty: 4896.254395
	Iteration 26Q: 3 clusters Score -2873593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2873589.250000 Penalty: 4896.254395
	Iteration 27Q: 3 clusters Score -2873589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2873599.000000 Penalty: 4896.254395
	Iteration 28Q: 3 clusters Score -2873599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2873605.000000 Penalty: 4896.254395
	Iteration 29Q: 3 clusters Score -2873605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2873602.250000 Penalty: 4896.254395
	Iteration 30Q: 3 clusters Score -2873602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2873604.250000 Penalty: 4896.254395
	Iteration 31Q: 3 clusters Score -2873604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2873602.750000 Penalty: 4896.254395
	Iteration 32Q: 3 clusters Score -2873603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2873607.500000 Penalty: 4896.254395
	Iteration 33Q: 3 clusters Score -2873608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2873611.500000 Penalty: 4896.254395
	Iteration 34Q: 3 clusters Score -2873612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2873611.500000 Penalty: 4896.254395
	Iteration 35Q: 3 clusters Score -2873612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2873611.500000 Penalty: 4896.254395
	Iteration 36Q: 3 clusters Score -2873612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2873612.750000 Penalty: 4896.254395
	Iteration 37Q: 3 clusters Score -2873613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2873613.250000 Penalty: 4896.254395
	Iteration 38Q: 3 clusters Score -2873613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2873613.250000 Penalty: 4896.254395
	Iteration 39F: 3 clusters Score -2873613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79568.257812 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79568.26 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79833.820312 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79833.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79996.953125 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -79996.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80076.609375 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -80076.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80150.921875 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -80150.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80271.203125 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80347.484375 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80347.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80436.281250 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80436.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80522.750000 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80522.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80632.726562 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -80632.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80739.921875 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -80739.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80780.046875 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -80780.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80792.781250 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -80792.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80803.546875 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -80803.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80807.125000 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -80807.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80807.125000 Penalty: 3186.735107
	Iteration 15F: 3 clusters Score -80807.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Entering Unmasked Estep 
Score: -832160.250000 Penalty: 2147.140381
	Iteration 0F: 2 clusters Score -832160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -827142.687500 Penalty: 4294.280762
	Iteration 0F: 3 clusters Score -827142.7 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -828353.687500 Penalty: 4294.280762
	Iteration 1F: 3 clusters Score -828353.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -828527.250000 Penalty: 4294.280762
	Iteration 2F: 3 clusters Score -828527.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -828639.437500 Penalty: 4294.280762
	Iteration 3Q: 3 clusters Score -828639.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -828724.875000 Penalty: 4294.280762
	Iteration 4Q: 3 clusters Score -828724.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -828806.187500 Penalty: 4294.280762
	Iteration 5Q: 3 clusters Score -828806.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -828894.500000 Penalty: 4294.280762
	Iteration 6Q: 3 clusters Score -828894.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -828975.562500 Penalty: 4294.280762
	Iteration 7Q: 3 clusters Score -828975.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -829042.562500 Penalty: 4294.280762
	Iteration 8Q: 3 clusters Score -829042.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -829106.562500 Penalty: 4294.280762
	Iteration 9Q: 3 clusters Score -829106.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -829171.625000 Penalty: 4294.280762
	Iteration 10Q: 3 clusters Score -829171.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -829253.250000 Penalty: 4294.280762
	Iteration 11Q: 3 clusters Score -829253.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -829339.812500 Penalty: 4294.280762
	Iteration 12Q: 3 clusters Score -829339.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -829431.375000 Penalty: 4294.280762
	Iteration 13Q: 3 clusters Score -829431.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -829521.937500 Penalty: 4294.280762
	Iteration 14Q: 3 clusters Score -829521.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -829598.187500 Penalty: 4294.280762
	Iteration 15Q: 3 clusters Score -829598.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -829690.812500 Penalty: 4294.280762
	Iteration 16Q: 3 clusters Score -829690.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -829777.625000 Penalty: 4294.280762
	Iteration 17Q: 3 clusters Score -829777.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -829850.000000 Penalty: 4294.280762
	Iteration 18Q: 3 clusters Score -829850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -829918.437500 Penalty: 4294.280762
	Iteration 19Q: 3 clusters Score -829918.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -829982.437500 Penalty: 4294.280762
	Iteration 20F: 3 clusters Score -829982.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -830046.187500 Penalty: 4294.280762
	Iteration 21Q: 3 clusters Score -830046.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -830108.812500 Penalty: 4294.280762
	Iteration 22Q: 3 clusters Score -830108.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -830162.937500 Penalty: 4294.280762
	Iteration 23Q: 3 clusters Score -830162.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -830208.937500 Penalty: 4294.280762
	Iteration 24Q: 3 clusters Score -830208.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -830234.500000 Penalty: 4294.280762
	Iteration 25Q: 3 clusters Score -830234.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -830257.000000 Penalty: 4294.280762
	Iteration 26Q: 3 clusters Score -830257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -830286.187500 Penalty: 4294.280762
	Iteration 27Q: 3 clusters Score -830286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -830302.312500 Penalty: 4294.280762
	Iteration 28Q: 3 clusters Score -830302.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -830317.062500 Penalty: 4294.280762
	Iteration 29Q: 3 clusters Score -830317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -830322.937500 Penalty: 4294.280762
	Iteration 30Q: 3 clusters Score -830322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -830326.375000 Penalty: 4294.280762
	Iteration 31Q: 3 clusters Score -830326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -830330.812500 Penalty: 4294.280762
	Iteration 32Q: 3 clusters Score -830330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -830335.750000 Penalty: 4294.280762
	Iteration 33Q: 3 clusters Score -830335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -830345.000000 Penalty: 4294.280762
	Iteration 34Q: 3 clusters Score -830345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -830347.812500 Penalty: 4294.280762
	Iteration 35Q: 3 clusters Score -830347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -830349.187500 Penalty: 4294.280762
	Iteration 36Q: 3 clusters Score -830349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -830349.687500 Penalty: 4294.280762
	Iteration 37Q: 3 clusters Score -830349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -830349.687500 Penalty: 4294.280762
	Iteration 38F: 3 clusters Score -830349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -503755.906250 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -503755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -500123.312500 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -500123.3 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -501040.031250 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -501040 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -501353.625000 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -501353.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -501567.687500 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -501567.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -501764.250000 Penalty: 4059.519043
	Iteration 4F: 3 clusters Score -501764.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -501912.937500 Penalty: 4059.519043
	Iteration 5F: 3 clusters Score -501912.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -502025.000000 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -502025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -502141.750000 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -502141.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -502229.187500 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -502229.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -502299.218750 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -502299.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -502345.656250 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -502345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -502372.531250 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -502372.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -502395.781250 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -502395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -502412.906250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -502412.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -502430.375000 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -502430.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -502449.000000 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -502449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -502465.125000 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -502465.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -502479.281250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -502479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -502495.031250 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -502495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -502504.718750 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -502504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -502512.625000 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -502512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -502520.937500 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -502520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -502524.968750 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -502525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -502527.000000 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -502527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -502529.406250 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -502529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -502530.781250 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -502530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -502531.843750 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -502531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -502532.375000 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -502532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -502533.875000 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -502533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -502535.406250 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -502535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -502538.468750 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -502538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -502539.375000 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -502539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -502539.375000 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -502539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -502540.375000 Penalty: 4059.519043
	Iteration 33Q: 3 clusters Score -502540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -502541.156250 Penalty: 4059.519043
	Iteration 34Q: 3 clusters Score -502541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -502542.843750 Penalty: 4059.519043
	Iteration 35Q: 3 clusters Score -502542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -502543.000000 Penalty: 4059.519043
	Iteration 36Q: 3 clusters Score -502543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -502543.000000 Penalty: 4059.519043
	Iteration 37F: 3 clusters Score -502543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -369188.968750 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -369189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -366195.156250 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -366195.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366761.625000 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -366761.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -366930.406250 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -366930.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -367011.812500 Penalty: 3887.427002
	Iteration 3Q: 3 clusters Score -367011.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -367082.750000 Penalty: 3887.427002
	Iteration 4Q: 3 clusters Score -367082.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -367132.500000 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -367132.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -367181.812500 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -367181.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -367222.031250 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -367222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -367254.812500 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -367254.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -367274.562500 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -367274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -367288.031250 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -367288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -367296.000000 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -367296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -367300.125000 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -367300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -367305.250000 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -367305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -367310.656250 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -367310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -367320.312500 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -367320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -367326.375000 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -367326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -367334.468750 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -367334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -367340.218750 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -367340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -367343.468750 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -367343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -367347.843750 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -367347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -367357.343750 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -367357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -367365.093750 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -367365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -367371.781250 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -367371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -367373.531250 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -367373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -367378.375000 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -367378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -367380.031250 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -367380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -367383.718750 Penalty: 3887.427002
	Iteration 27Q: 3 clusters Score -367383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -367386.406250 Penalty: 3887.427002
	Iteration 28Q: 3 clusters Score -367386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -367390.187500 Penalty: 3887.427002
	Iteration 29Q: 3 clusters Score -367390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -367394.500000 Penalty: 3887.427002
	Iteration 30Q: 3 clusters Score -367394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -367398.062500 Penalty: 3887.427002
	Iteration 31Q: 3 clusters Score -367398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -367402.562500 Penalty: 3887.427002
	Iteration 32Q: 3 clusters Score -367402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -367406.218750 Penalty: 3887.427002
	Iteration 33Q: 3 clusters Score -367406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -367409.031250 Penalty: 3887.427002
	Iteration 34Q: 3 clusters Score -367409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -367412.343750 Penalty: 3887.427002
	Iteration 35Q: 3 clusters Score -367412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -367416.250000 Penalty: 3887.427002
	Iteration 36Q: 3 clusters Score -367416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -367418.125000 Penalty: 3887.427002
	Iteration 37Q: 3 clusters Score -367418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -367420.156250 Penalty: 3887.427002
	Iteration 38Q: 3 clusters Score -367420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -367420.312500 Penalty: 3887.427002
	Iteration 39Q: 3 clusters Score -367420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -367422.468750 Penalty: 3887.427002
	Iteration 40F: 3 clusters Score -367422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -367423.093750 Penalty: 3887.427002
	Iteration 41Q: 3 clusters Score -367423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -367425.062500 Penalty: 3887.427002
	Iteration 42Q: 3 clusters Score -367425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -367426.562500 Penalty: 3887.427002
	Iteration 43Q: 3 clusters Score -367426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -367426.625000 Penalty: 3887.427002
	Iteration 44Q: 3 clusters Score -367426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -367426.812500 Penalty: 3887.427002
	Iteration 45Q: 3 clusters Score -367426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -367427.875000 Penalty: 3887.427002
	Iteration 46Q: 3 clusters Score -367427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -367429.281250 Penalty: 3887.427002
	Iteration 47Q: 3 clusters Score -367429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -367429.875000 Penalty: 3887.427002
	Iteration 48Q: 3 clusters Score -367429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -367429.875000 Penalty: 3887.427002
	Iteration 49F: 3 clusters Score -367429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27450.128906 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27450.13 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 109 members 
Entering Unmasked Estep 
Score: -26358.410156 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26358.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26496.791016 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26496.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26545.001953 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26552.439453 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26552.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26569.093750 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26569.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26573.345703 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26573.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26586.548828 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26586.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26590.427734 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -26590.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26590.427734 Penalty: 2720.459229
	Iteration 8F: 3 clusters Score -26590.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -219855.328125 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -219855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -217337.750000 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -217337.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217950.968750 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -217951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218213.640625 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -218213.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218385.875000 Penalty: 3745.909912
	Iteration 3F: 3 clusters Score -218385.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -218542.968750 Penalty: 3745.909912
	Iteration 4F: 3 clusters Score -218543 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218672.703125 Penalty: 3745.909912
	Iteration 5F: 3 clusters Score -218672.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218765.265625 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -218765.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218823.765625 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -218823.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -218853.703125 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -218853.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218875.750000 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -218875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218891.781250 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -218891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218904.859375 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -218904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -218910.203125 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -218910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218915.781250 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -218915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -218918.765625 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -218918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218920.140625 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -218920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -218921.578125 Penalty: 3745.909912
	Iteration 16Q: 3 clusters Score -218921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218923.125000 Penalty: 3745.909912
	Iteration 17Q: 3 clusters Score -218923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -218923.781250 Penalty: 3745.909912
	Iteration 18Q: 3 clusters Score -218923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -218923.781250 Penalty: 3745.909912
	Iteration 19F: 3 clusters Score -218923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -915207.812500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -915207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -909348.750000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -909348.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -911010.187500 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -911010.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -911353.812500 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -911353.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -911581.812500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -911581.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -911765.687500 Penalty: 4393.892090
	Iteration 4Q: 3 clusters Score -911765.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -911911.062500 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -911911.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -912033.812500 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -912033.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -912140.125000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -912140.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -912237.500000 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -912237.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -912332.500000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -912332.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -912426.562500 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -912426.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -912524.562500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -912524.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -912623.812500 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -912623.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -912718.437500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -912718.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -912789.437500 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -912789.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -912847.250000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -912847.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -912905.375000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -912905.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -912966.375000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -912966.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -913023.250000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -913023.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -913091.125000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -913091.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -913156.562500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -913156.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -913220.875000 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -913220.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -913259.750000 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -913259.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -913286.937500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -913286.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -913312.625000 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -913312.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -913339.500000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -913339.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -913363.750000 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -913363.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -913391.125000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -913391.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -913416.375000 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -913416.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -913435.625000 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -913435.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -913459.125000 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -913459.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -913482.625000 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -913482.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -913504.312500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -913504.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -913519.187500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -913519.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -913538.875000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -913538.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -913551.000000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -913551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -913557.375000 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -913557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -913560.000000 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -913560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -913565.250000 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -913565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -913569.125000 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -913569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -913574.562500 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -913574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -913581.375000 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -913581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -913589.312500 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -913589.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -913595.562500 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -913595.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -913606.000000 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -913606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -913615.750000 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -913615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -913624.187500 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -913624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -913631.125000 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -913631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -913633.625000 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -913633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -913638.437500 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -913638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -913641.437500 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -913641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -913643.687500 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -913643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -913648.000000 Penalty: 4393.892090
	Iteration 52Q: 3 clusters Score -913648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -913652.000000 Penalty: 4393.892090
	Iteration 53Q: 3 clusters Score -913652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -913654.187500 Penalty: 4393.892090
	Iteration 54Q: 3 clusters Score -913654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -913653.812500 Penalty: 4393.892090
	Iteration 55Q: 3 clusters Score -913653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -913653.812500 Penalty: 4393.892090
	Iteration 56F: 3 clusters Score -913653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Entering Unmasked Estep 
Score: -8977310.000000 Penalty: 2731.115234
	Iteration 0F: 2 clusters Score -8977310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8936652.000000 Penalty: 5462.230469
	Iteration 0F: 3 clusters Score -8936652 nChanged 28218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -8952266.000000 Penalty: 5462.230469
	Iteration 1F: 3 clusters Score -8952266 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8952788.000000 Penalty: 5462.230469
	Iteration 2Q: 3 clusters Score -8952788 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -8953357.000000 Penalty: 5462.230469
	Iteration 3Q: 3 clusters Score -8953357 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -8954208.000000 Penalty: 5462.230469
	Iteration 4Q: 3 clusters Score -8954208 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -8955568.000000 Penalty: 5462.230469
	Iteration 5Q: 3 clusters Score -8955568 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8957628.000000 Penalty: 5462.230469
	Iteration 6F: 3 clusters Score -8957628 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -8960681.000000 Penalty: 5462.230469
	Iteration 7F: 3 clusters Score -8960681 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8964488.000000 Penalty: 5462.230469
	Iteration 8F: 3 clusters Score -8964488 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -8968287.000000 Penalty: 5462.230469
	Iteration 9F: 3 clusters Score -8968287 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -8971534.000000 Penalty: 5462.230469
	Iteration 10F: 3 clusters Score -8971534 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -8973692.000000 Penalty: 5462.230469
	Iteration 11Q: 3 clusters Score -8973692 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -8975033.000000 Penalty: 5462.230469
	Iteration 12Q: 3 clusters Score -8975033 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -8975859.000000 Penalty: 5462.230469
	Iteration 13Q: 3 clusters Score -8975859 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -8976354.000000 Penalty: 5462.230469
	Iteration 14Q: 3 clusters Score -8976354 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8976568.000000 Penalty: 5462.230469
	Iteration 15Q: 3 clusters Score -8976568 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -8976645.000000 Penalty: 5462.230469
	Iteration 16Q: 3 clusters Score -8976645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -8976669.000000 Penalty: 5462.230469
	Iteration 17Q: 3 clusters Score -8976669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -8976722.000000 Penalty: 5462.230469
	Iteration 18Q: 3 clusters Score -8976722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -8976750.000000 Penalty: 5462.230469
	Iteration 19Q: 3 clusters Score -8976750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8976760.000000 Penalty: 5462.230469
	Iteration 20F: 3 clusters Score -8976760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -8976780.000000 Penalty: 5462.230469
	Iteration 21Q: 3 clusters Score -8976780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -8976783.000000 Penalty: 5462.230469
	Iteration 22Q: 3 clusters Score -8976783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -8976792.000000 Penalty: 5462.230469
	Iteration 23Q: 3 clusters Score -8976792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -8976791.000000 Penalty: 5462.230469
	Iteration 24Q: 3 clusters Score -8976791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -8976795.000000 Penalty: 5462.230469
	Iteration 25Q: 3 clusters Score -8976795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -8976795.000000 Penalty: 5462.230469
	Iteration 26F: 3 clusters Score -8976795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -9092.300781 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -9092.301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8386.698242 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8386.698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 210862 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37324 members 
Mstep: Class 15 contains 121841 members 
Mstep: Class 16 contains 30491 members 
Mstep: Class 17 contains 50666 members 
Mstep: Class 18 contains 109087 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38294 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 21546 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7035 members 
Mstep: Class 33 contains 60631 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128948736.000000 Penalty: 115654.703125
Iteration 159Q: 35 clusters Score -1.289487e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210845 members 
Mstep: Class 3 contains 19051 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 11823 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 23221 members 
Mstep: Class 11 contains 21011 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37331 members 
Mstep: Class 15 contains 121818 members 
Mstep: Class 16 contains 30468 members 
Mstep: Class 17 contains 50593 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25841 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38292 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 21850 members 
Mstep: Class 25 contains 19368 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3582 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1904 members 
Mstep: Class 32 contains 7035 members 
Mstep: Class 33 contains 60613 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949024.000000 Penalty: 115654.703125
Iteration 160F: 35 clusters Score -1.28949e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210812 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 23216 members 
Mstep: Class 11 contains 20884 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37350 members 
Mstep: Class 15 contains 121797 members 
Mstep: Class 16 contains 30444 members 
Mstep: Class 17 contains 50495 members 
Mstep: Class 18 contains 109084 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25848 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38292 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 22199 members 
Mstep: Class 25 contains 19369 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1904 members 
Mstep: Class 32 contains 7038 members 
Mstep: Class 33 contains 60588 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949240.000000 Penalty: 115654.703125
Iteration 161Q: 35 clusters Score -1.289492e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210778 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6333 members 
Mstep: Class 10 contains 23211 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 8775 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37355 members 
Mstep: Class 15 contains 121787 members 
Mstep: Class 16 contains 30403 members 
Mstep: Class 17 contains 50380 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25852 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38292 members 
Mstep: Class 23 contains 40486 members 
Mstep: Class 24 contains 22594 members 
Mstep: Class 25 contains 19364 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5757 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 60558 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949312.000000 Penalty: 115654.703125
Iteration 162Q: 35 clusters Score -1.289493e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 210742 members 
Mstep: Class 3 contains 19051 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10866 members 
Mstep: Class 7 contains 11893 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 8775 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37352 members 
Mstep: Class 15 contains 121769 members 
Mstep: Class 16 contains 30371 members 
Mstep: Class 17 contains 50273 members 
Mstep: Class 18 contains 109093 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38286 members 
Mstep: Class 23 contains 40480 members 
Mstep: Class 24 contains 22988 members 
Mstep: Class 25 contains 19365 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 60536 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949664.000000 Penalty: 115654.703125
Iteration 163Q: 35 clusters Score -1.289497e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 210713 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 11914 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6185 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 11 contains 20509 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37362 members 
Mstep: Class 15 contains 121734 members 
Mstep: Class 16 contains 30339 members 
Mstep: Class 17 contains 50169 members 
Mstep: Class 18 contains 109084 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38278 members 
Mstep: Class 23 contains 40477 members 
Mstep: Class 24 contains 23369 members 
Mstep: Class 25 contains 19367 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1904 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 60507 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949848.000000 Penalty: 115654.703125
Iteration 164Q: 35 clusters Score -1.289498e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 210679 members 
Mstep: Class 3 contains 19036 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 23204 members 
Mstep: Class 11 contains 20376 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37371 members 
Mstep: Class 15 contains 121721 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 50055 members 
Mstep: Class 18 contains 109071 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38276 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 23749 members 
Mstep: Class 25 contains 19371 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7056 members 
Mstep: Class 33 contains 60492 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949992.000000 Penalty: 115654.703125
Iteration 165Q: 35 clusters Score -1.2895e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 210651 members 
Mstep: Class 3 contains 19026 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 10929 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 23204 members 
Mstep: Class 11 contains 20278 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37371 members 
Mstep: Class 15 contains 121710 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 49946 members 
Mstep: Class 18 contains 109062 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38268 members 
Mstep: Class 23 contains 40473 members 
Mstep: Class 24 contains 24128 members 
Mstep: Class 25 contains 19367 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1906 members 
Mstep: Class 32 contains 7055 members 
Mstep: Class 33 contains 60469 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949856.000000 Penalty: 115654.703125
Iteration 166Q: 35 clusters Score -1.289499e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 210637 members 
Mstep: Class 3 contains 19021 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 7 contains 11994 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 23201 members 
Mstep: Class 11 contains 20177 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37373 members 
Mstep: Class 15 contains 121676 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 49838 members 
Mstep: Class 18 contains 109060 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25852 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38257 members 
Mstep: Class 23 contains 40465 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 19372 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 60445 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128949944.000000 Penalty: 115654.703125
Iteration 167Q: 35 clusters Score -1.289499e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 210614 members 
Mstep: Class 3 contains 19012 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 20070 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37367 members 
Mstep: Class 15 contains 121639 members 
Mstep: Class 16 contains 30174 members 
Mstep: Class 17 contains 49703 members 
Mstep: Class 18 contains 109058 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38249 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 24951 members 
Mstep: Class 25 contains 19375 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1907 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 60436 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950216.000000 Penalty: 115654.703125
Iteration 168Q: 35 clusters Score -1.289502e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 210571 members 
Mstep: Class 3 contains 19006 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 23200 members 
Mstep: Class 11 contains 19980 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37370 members 
Mstep: Class 15 contains 121599 members 
Mstep: Class 16 contains 30141 members 
Mstep: Class 17 contains 49569 members 
Mstep: Class 18 contains 109051 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38237 members 
Mstep: Class 23 contains 40458 members 
Mstep: Class 24 contains 25401 members 
Mstep: Class 25 contains 19375 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1908 members 
Mstep: Class 32 contains 7038 members 
Mstep: Class 33 contains 60423 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950496.000000 Penalty: 115654.703125
Iteration 169Q: 35 clusters Score -1.289505e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 210535 members 
Mstep: Class 3 contains 18996 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 19891 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37375 members 
Mstep: Class 15 contains 121554 members 
Mstep: Class 16 contains 30091 members 
Mstep: Class 17 contains 49420 members 
Mstep: Class 18 contains 109055 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38229 members 
Mstep: Class 23 contains 40452 members 
Mstep: Class 24 contains 25839 members 
Mstep: Class 25 contains 19380 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1908 members 
Mstep: Class 32 contains 7039 members 
Mstep: Class 33 contains 60411 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950576.000000 Penalty: 115654.703125
Iteration 170Q: 35 clusters Score -1.289506e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 210525 members 
Mstep: Class 3 contains 18995 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 12096 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 23205 members 
Mstep: Class 11 contains 19813 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37368 members 
Mstep: Class 15 contains 121517 members 
Mstep: Class 16 contains 30045 members 
Mstep: Class 17 contains 49260 members 
Mstep: Class 18 contains 109052 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38218 members 
Mstep: Class 23 contains 40444 members 
Mstep: Class 24 contains 26268 members 
Mstep: Class 25 contains 19384 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1907 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 60401 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950536.000000 Penalty: 115654.703125
Iteration 171Q: 35 clusters Score -1.289505e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210491 members 
Mstep: Class 3 contains 18984 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11019 members 
Mstep: Class 7 contains 12131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 23200 members 
Mstep: Class 11 contains 19727 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37371 members 
Mstep: Class 15 contains 121518 members 
Mstep: Class 16 contains 29994 members 
Mstep: Class 17 contains 49089 members 
Mstep: Class 18 contains 109068 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38212 members 
Mstep: Class 23 contains 40445 members 
Mstep: Class 24 contains 26711 members 
Mstep: Class 25 contains 19387 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1907 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 60382 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950584.000000 Penalty: 115654.703125
Iteration 172Q: 35 clusters Score -1.289506e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210469 members 
Mstep: Class 3 contains 18980 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 12157 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 23195 members 
Mstep: Class 11 contains 19629 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37384 members 
Mstep: Class 15 contains 121526 members 
Mstep: Class 16 contains 29940 members 
Mstep: Class 17 contains 48901 members 
Mstep: Class 18 contains 109077 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38205 members 
Mstep: Class 23 contains 40443 members 
Mstep: Class 24 contains 27146 members 
Mstep: Class 25 contains 19384 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1909 members 
Mstep: Class 32 contains 7045 members 
Mstep: Class 33 contains 60368 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128950920.000000 Penalty: 115654.703125
Iteration 173Q: 35 clusters Score -1.289509e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210420 members 
Mstep: Class 3 contains 18972 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 12172 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37390 members 
Mstep: Class 15 contains 121518 members 
Mstep: Class 16 contains 29887 members 
Mstep: Class 17 contains 48721 members 
Mstep: Class 18 contains 109081 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25838 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38196 members 
Mstep: Class 23 contains 40443 members 
Mstep: Class 24 contains 27653 members 
Mstep: Class 25 contains 19377 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1908 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 60347 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951120.000000 Penalty: 115654.703125
Iteration 174Q: 35 clusters Score -1.289511e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210398 members 
Mstep: Class 3 contains 18961 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 12193 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 5086 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37391 members 
Mstep: Class 15 contains 121498 members 
Mstep: Class 16 contains 29836 members 
Mstep: Class 17 contains 48520 members 
Mstep: Class 18 contains 109075 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 40441 members 
Mstep: Class 24 contains 28174 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5757 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1909 members 
Mstep: Class 32 contains 7060 members 
Mstep: Class 33 contains 60338 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951344.000000 Penalty: 115654.703125
Iteration 175Q: 35 clusters Score -1.289513e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210380 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4950 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37375 members 
Mstep: Class 15 contains 121503 members 
Mstep: Class 16 contains 29777 members 
Mstep: Class 17 contains 48326 members 
Mstep: Class 18 contains 109081 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38181 members 
Mstep: Class 23 contains 40435 members 
Mstep: Class 24 contains 28681 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1911 members 
Mstep: Class 32 contains 7067 members 
Mstep: Class 33 contains 60312 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951528.000000 Penalty: 115654.703125
Iteration 176Q: 35 clusters Score -1.289515e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210361 members 
Mstep: Class 3 contains 18956 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 12255 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37354 members 
Mstep: Class 15 contains 121504 members 
Mstep: Class 16 contains 29723 members 
Mstep: Class 17 contains 48141 members 
Mstep: Class 18 contains 109073 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38170 members 
Mstep: Class 23 contains 40429 members 
Mstep: Class 24 contains 29206 members 
Mstep: Class 25 contains 19366 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1912 members 
Mstep: Class 32 contains 7077 members 
Mstep: Class 33 contains 60299 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951672.000000 Penalty: 115654.703125
Iteration 177Q: 35 clusters Score -1.289517e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210314 members 
Mstep: Class 3 contains 18951 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 12275 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 23167 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37333 members 
Mstep: Class 15 contains 121491 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 47964 members 
Mstep: Class 18 contains 109078 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38165 members 
Mstep: Class 23 contains 40425 members 
Mstep: Class 24 contains 29725 members 
Mstep: Class 25 contains 19363 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1911 members 
Mstep: Class 32 contains 7086 members 
Mstep: Class 33 contains 60291 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128951752.000000 Penalty: 115654.703125
Iteration 178Q: 35 clusters Score -1.289518e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210274 members 
Mstep: Class 3 contains 18942 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37333 members 
Mstep: Class 15 contains 121478 members 
Mstep: Class 16 contains 29567 members 
Mstep: Class 17 contains 47781 members 
Mstep: Class 18 contains 109082 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38162 members 
Mstep: Class 23 contains 40423 members 
Mstep: Class 24 contains 30252 members 
Mstep: Class 25 contains 19359 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1910 members 
Mstep: Class 32 contains 7097 members 
Mstep: Class 33 contains 60276 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952208.000000 Penalty: 115654.703125
Iteration 179Q: 35 clusters Score -1.289522e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 210229 members 
Mstep: Class 3 contains 18940 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 12329 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 18906 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37332 members 
Mstep: Class 15 contains 121436 members 
Mstep: Class 16 contains 29493 members 
Mstep: Class 17 contains 47565 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38154 members 
Mstep: Class 23 contains 40419 members 
Mstep: Class 24 contains 30829 members 
Mstep: Class 25 contains 19356 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1910 members 
Mstep: Class 32 contains 7108 members 
Mstep: Class 33 contains 60255 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952616.000000 Penalty: 115654.703125
Iteration 180F: 35 clusters Score -1.289526e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 210197 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 12346 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 23176 members 
Mstep: Class 11 contains 18845 members 
Mstep: Class 12 contains 8799 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37333 members 
Mstep: Class 15 contains 121400 members 
Mstep: Class 16 contains 29409 members 
Mstep: Class 17 contains 47348 members 
Mstep: Class 18 contains 109090 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 25838 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38146 members 
Mstep: Class 23 contains 40415 members 
Mstep: Class 24 contains 31404 members 
Mstep: Class 25 contains 19352 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1915 members 
Mstep: Class 32 contains 7114 members 
Mstep: Class 33 contains 60245 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128952888.000000 Penalty: 115654.703125
Iteration 181Q: 35 clusters Score -1.289529e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 210167 members 
Mstep: Class 3 contains 18926 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 4128 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 8800 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37326 members 
Mstep: Class 15 contains 121340 members 
Mstep: Class 16 contains 29336 members 
Mstep: Class 17 contains 47123 members 
Mstep: Class 18 contains 109089 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38139 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 32008 members 
Mstep: Class 25 contains 19349 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5760 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1916 members 
Mstep: Class 32 contains 7118 members 
Mstep: Class 33 contains 60249 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953232.000000 Penalty: 115654.703125
Iteration 182Q: 35 clusters Score -1.289532e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 210131 members 
Mstep: Class 3 contains 18921 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 12383 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 18692 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 121292 members 
Mstep: Class 16 contains 29260 members 
Mstep: Class 17 contains 46923 members 
Mstep: Class 18 contains 109101 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 25833 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38134 members 
Mstep: Class 23 contains 40399 members 
Mstep: Class 24 contains 32577 members 
Mstep: Class 25 contains 19346 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3575 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1917 members 
Mstep: Class 32 contains 7127 members 
Mstep: Class 33 contains 60236 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953216.000000 Penalty: 115654.703125
Iteration 183Q: 35 clusters Score -1.289532e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 210088 members 
Mstep: Class 3 contains 18924 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 11186 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 10 contains 23166 members 
Mstep: Class 11 contains 18634 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37330 members 
Mstep: Class 15 contains 121251 members 
Mstep: Class 16 contains 29183 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 109112 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 25829 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38128 members 
Mstep: Class 23 contains 40394 members 
Mstep: Class 24 contains 33170 members 
Mstep: Class 25 contains 19340 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1916 members 
Mstep: Class 32 contains 7139 members 
Mstep: Class 33 contains 60230 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953560.000000 Penalty: 115654.703125
Iteration 184Q: 35 clusters Score -1.289536e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 210058 members 
Mstep: Class 3 contains 18928 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 11203 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37336 members 
Mstep: Class 15 contains 121209 members 
Mstep: Class 16 contains 29126 members 
Mstep: Class 17 contains 46419 members 
Mstep: Class 18 contains 109118 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 25819 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38121 members 
Mstep: Class 23 contains 40385 members 
Mstep: Class 24 contains 33771 members 
Mstep: Class 25 contains 19336 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1918 members 
Mstep: Class 32 contains 7146 members 
Mstep: Class 33 contains 60216 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128953936.000000 Penalty: 115654.703125
Iteration 185Q: 35 clusters Score -1.289539e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 210008 members 
Mstep: Class 3 contains 18929 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 18492 members 
Mstep: Class 12 contains 8799 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37336 members 
Mstep: Class 15 contains 121158 members 
Mstep: Class 16 contains 29066 members 
Mstep: Class 17 contains 46208 members 
Mstep: Class 18 contains 109134 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 25824 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38116 members 
Mstep: Class 23 contains 40380 members 
Mstep: Class 24 contains 34296 members 
Mstep: Class 25 contains 19328 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3565 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1922 members 
Mstep: Class 32 contains 7154 members 
Mstep: Class 33 contains 60212 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 35 clusters Score -1.289541e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209999 members 
Mstep: Class 3 contains 18929 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 11226 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 23141 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 121134 members 
Mstep: Class 16 contains 29000 members 
Mstep: Class 17 contains 45999 members 
Mstep: Class 18 contains 109143 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 25838 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38111 members 
Mstep: Class 23 contains 40369 members 
Mstep: Class 24 contains 34764 members 
Mstep: Class 25 contains 19325 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3562 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1923 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 60205 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 35 clusters Score -1.289543e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209970 members 
Mstep: Class 3 contains 18935 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 12504 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 23132 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37304 members 
Mstep: Class 15 contains 121130 members 
Mstep: Class 16 contains 28945 members 
Mstep: Class 17 contains 45772 members 
Mstep: Class 18 contains 109170 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38105 members 
Mstep: Class 23 contains 40356 members 
Mstep: Class 24 contains 35197 members 
Mstep: Class 25 contains 19318 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1926 members 
Mstep: Class 32 contains 7177 members 
Mstep: Class 33 contains 60196 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954264.000000 Penalty: 115654.703125
Iteration 188Q: 35 clusters Score -1.289543e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 209940 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 12539 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 23127 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37300 members 
Mstep: Class 15 contains 121116 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 45585 members 
Mstep: Class 18 contains 109184 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25838 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38096 members 
Mstep: Class 23 contains 40352 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 60186 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954200.000000 Penalty: 115654.703125
Iteration 189Q: 35 clusters Score -1.289542e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209924 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 12567 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 23118 members 
Mstep: Class 11 contains 18290 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37292 members 
Mstep: Class 15 contains 121100 members 
Mstep: Class 16 contains 28822 members 
Mstep: Class 17 contains 45394 members 
Mstep: Class 18 contains 109204 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38086 members 
Mstep: Class 23 contains 40340 members 
Mstep: Class 24 contains 35956 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 7196 members 
Mstep: Class 33 contains 60183 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954528.000000 Penalty: 115654.703125
Iteration 190Q: 35 clusters Score -1.289545e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209891 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 12602 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 23115 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37277 members 
Mstep: Class 15 contains 121077 members 
Mstep: Class 16 contains 28754 members 
Mstep: Class 17 contains 45226 members 
Mstep: Class 18 contains 109216 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25835 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38082 members 
Mstep: Class 23 contains 40327 members 
Mstep: Class 24 contains 36296 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1929 members 
Mstep: Class 32 contains 7212 members 
Mstep: Class 33 contains 60172 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954944.000000 Penalty: 115654.703125
Iteration 191Q: 35 clusters Score -1.289549e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209870 members 
Mstep: Class 3 contains 18934 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 23101 members 
Mstep: Class 11 contains 18221 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37263 members 
Mstep: Class 15 contains 121057 members 
Mstep: Class 16 contains 28691 members 
Mstep: Class 17 contains 45082 members 
Mstep: Class 18 contains 109216 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25835 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38079 members 
Mstep: Class 23 contains 40318 members 
Mstep: Class 24 contains 36615 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1930 members 
Mstep: Class 32 contains 7227 members 
Mstep: Class 33 contains 60156 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955008.000000 Penalty: 115654.703125
Iteration 192Q: 35 clusters Score -1.28955e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209856 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 23094 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37251 members 
Mstep: Class 15 contains 121046 members 
Mstep: Class 16 contains 28629 members 
Mstep: Class 17 contains 44967 members 
Mstep: Class 18 contains 109202 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 25834 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38072 members 
Mstep: Class 23 contains 40306 members 
Mstep: Class 24 contains 36905 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1933 members 
Mstep: Class 32 contains 7234 members 
Mstep: Class 33 contains 60140 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955016.000000 Penalty: 115654.703125
Iteration 193Q: 35 clusters Score -1.28955e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209862 members 
Mstep: Class 3 contains 18932 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 23092 members 
Mstep: Class 11 contains 18130 members 
Mstep: Class 12 contains 8785 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37247 members 
Mstep: Class 15 contains 120997 members 
Mstep: Class 16 contains 28576 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 109200 members 
Mstep: Class 19 contains 143 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38064 members 
Mstep: Class 23 contains 40295 members 
Mstep: Class 24 contains 37159 members 
Mstep: Class 25 contains 19313 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1933 members 
Mstep: Class 32 contains 7244 members 
Mstep: Class 33 contains 60123 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955120.000000 Penalty: 115654.703125
Iteration 194Q: 35 clusters Score -1.289551e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209857 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 11319 members 
Mstep: Class 7 contains 12719 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 23079 members 
Mstep: Class 11 contains 18068 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37252 members 
Mstep: Class 15 contains 120949 members 
Mstep: Class 16 contains 28518 members 
Mstep: Class 17 contains 44768 members 
Mstep: Class 18 contains 109203 members 
Mstep: Class 19 contains 144 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38061 members 
Mstep: Class 23 contains 40291 members 
Mstep: Class 24 contains 37398 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5760 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1933 members 
Mstep: Class 32 contains 7257 members 
Mstep: Class 33 contains 60112 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955152.000000 Penalty: 115654.703125
Iteration 195Q: 35 clusters Score -1.289552e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209867 members 
Mstep: Class 3 contains 18932 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 12749 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 23078 members 
Mstep: Class 11 contains 18012 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37244 members 
Mstep: Class 15 contains 120905 members 
Mstep: Class 16 contains 28450 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 18 contains 109206 members 
Mstep: Class 19 contains 145 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38057 members 
Mstep: Class 23 contains 40284 members 
Mstep: Class 24 contains 37618 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1931 members 
Mstep: Class 32 contains 7271 members 
Mstep: Class 33 contains 60100 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 115654.703125
Iteration 196Q: 35 clusters Score -1.289551e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209870 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 23070 members 
Mstep: Class 11 contains 17962 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37236 members 
Mstep: Class 15 contains 120893 members 
Mstep: Class 16 contains 28381 members 
Mstep: Class 17 contains 44615 members 
Mstep: Class 18 contains 109201 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38050 members 
Mstep: Class 23 contains 40282 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 7293 members 
Mstep: Class 33 contains 60084 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955192.000000 Penalty: 115654.703125
Iteration 197Q: 35 clusters Score -1.289552e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209882 members 
Mstep: Class 3 contains 18923 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 11 contains 17912 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37225 members 
Mstep: Class 15 contains 120886 members 
Mstep: Class 16 contains 28302 members 
Mstep: Class 17 contains 44563 members 
Mstep: Class 18 contains 109195 members 
Mstep: Class 19 contains 149 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38050 members 
Mstep: Class 23 contains 40280 members 
Mstep: Class 24 contains 37993 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5760 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1937 members 
Mstep: Class 32 contains 7306 members 
Mstep: Class 33 contains 60073 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955096.000000 Penalty: 115654.703125
Iteration 198Q: 35 clusters Score -1.289551e+08 nChanged 479
Entering ConstructFrom: 
Score: -128955096.000000 Penalty: 115654.703125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -154262.250000 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -154262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152216.265625 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -152216.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152506.875000 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -152506.9 nChanged 81
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: -152610.171875 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -152610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152666.218750 Penalty: 3498.149658
	Iteration 3Q: 3 clusters Score -152666.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152695.375000 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -152695.4 nChanged 12
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: -152711.375000 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -152711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152723.265625 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -152723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152737.109375 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -152737.1 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: -152748.859375 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -152748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152756.015625 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -152756 nChanged 3
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: -152760.234375 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -152760.2 nChanged 4
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: -152764.953125 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -152765 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: -152766.718750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -152766.7 nChanged 1
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: -152768.437500 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -152768.4 nChanged 2
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: -152771.593750 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -152771.6 nChanged 5
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: -152776.296875 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -152776.3 nChanged 4
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: -152779.453125 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -152779.5 nChanged 2
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: -152780.328125 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -152780.3 nChanged 0
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: -152780.328125 Penalty: 3498.149658
	Iteration 18F: 3 clusters Score -152780.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (209892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209892 members 
Entering Unmasked Estep 
Score: -30715214.000000 Penalty: 3039.078613
	Iteration 0F: 2 clusters Score -3.071521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -30588616.000000 Penalty: 6078.157227
	Iteration 0F: 3 clusters Score -3.058862e+07 nChanged 100833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -30646986.000000 Penalty: 6078.157227
	Iteration 1F: 3 clusters Score -3.064699e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -30647564.000000 Penalty: 6078.157227
	Iteration 2Q: 3 clusters Score -3.064756e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -30648386.000000 Penalty: 6078.157227
	Iteration 3Q: 3 clusters Score -3.064839e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 103147 members 
Entering Unmasked Estep 
Score: -30649202.000000 Penalty: 6078.157227
	Iteration 4Q: 3 clusters Score -3.06492e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -30650424.000000 Penalty: 6078.157227
	Iteration 5Q: 3 clusters Score -3.065042e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -30651854.000000 Penalty: 6078.157227
	Iteration 6Q: 3 clusters Score -3.065185e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -30653910.000000 Penalty: 6078.157227
	Iteration 7Q: 3 clusters Score -3.065391e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -30656606.000000 Penalty: 6078.157227
	Iteration 8Q: 3 clusters Score -3.065661e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -30661116.000000 Penalty: 6078.157227
	Iteration 9Q: 3 clusters Score -3.066112e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -30667574.000000 Penalty: 6078.157227
	Iteration 10F: 3 clusters Score -3.066757e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -30676476.000000 Penalty: 6078.157227
	Iteration 11F: 3 clusters Score -3.067648e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -30685758.000000 Penalty: 6078.157227
	Iteration 12F: 3 clusters Score -3.068576e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -30691858.000000 Penalty: 6078.157227
	Iteration 13F: 3 clusters Score -3.069186e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -30693784.000000 Penalty: 6078.157227
	Iteration 14Q: 3 clusters Score -3.069378e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -30694432.000000 Penalty: 6078.157227
	Iteration 15Q: 3 clusters Score -3.069443e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -30694768.000000 Penalty: 6078.157227
	Iteration 16Q: 3 clusters Score -3.069477e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -30695036.000000 Penalty: 6078.157227
	Iteration 17Q: 3 clusters Score -3.069504e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -30695154.000000 Penalty: 6078.157227
	Iteration 18Q: 3 clusters Score -3.069515e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -30695174.000000 Penalty: 6078.157227
	Iteration 19Q: 3 clusters Score -3.069517e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -30695204.000000 Penalty: 6078.157227
	Iteration 20F: 3 clusters Score -3.06952e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136505 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -30695196.000000 Penalty: 6078.157227
	Iteration 21Q: 3 clusters Score -3.06952e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -30695148.000000 Penalty: 6078.157227
	Iteration 22Q: 3 clusters Score -3.069515e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -30695222.000000 Penalty: 6078.157227
	Iteration 23Q: 3 clusters Score -3.069522e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -30695296.000000 Penalty: 6078.157227
	Iteration 24Q: 3 clusters Score -3.06953e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133612 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -30695148.000000 Penalty: 6078.157227
	Iteration 25Q: 3 clusters Score -3.069515e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132781 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -30695052.000000 Penalty: 6078.157227
	Iteration 26Q: 3 clusters Score -3.069505e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -30695094.000000 Penalty: 6078.157227
	Iteration 27Q: 3 clusters Score -3.069509e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -30694984.000000 Penalty: 6078.157227
	Iteration 28Q: 3 clusters Score -3.069498e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129837 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -30695034.000000 Penalty: 6078.157227
	Iteration 29Q: 3 clusters Score -3.069503e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128699 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -30695002.000000 Penalty: 6078.157227
	Iteration 30Q: 3 clusters Score -3.0695e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -30694906.000000 Penalty: 6078.157227
	Iteration 31Q: 3 clusters Score -3.069491e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -30694866.000000 Penalty: 6078.157227
	Iteration 32Q: 3 clusters Score -3.069487e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -30694834.000000 Penalty: 6078.157227
	Iteration 33Q: 3 clusters Score -3.069483e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -30694758.000000 Penalty: 6078.157227
	Iteration 34Q: 3 clusters Score -3.069476e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -30694710.000000 Penalty: 6078.157227
	Iteration 35Q: 3 clusters Score -3.069471e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -30694686.000000 Penalty: 6078.157227
	Iteration 36Q: 3 clusters Score -3.069469e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -30694616.000000 Penalty: 6078.157227
	Iteration 37Q: 3 clusters Score -3.069462e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -30694530.000000 Penalty: 6078.157227
	Iteration 38Q: 3 clusters Score -3.069453e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -30694376.000000 Penalty: 6078.157227
	Iteration 39Q: 3 clusters Score -3.069438e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -30694444.000000 Penalty: 6078.157227
	Iteration 40F: 3 clusters Score -3.069444e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -30694446.000000 Penalty: 6078.157227
	Iteration 41Q: 3 clusters Score -3.069445e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -30694486.000000 Penalty: 6078.157227
	Iteration 42Q: 3 clusters Score -3.069449e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -30694448.000000 Penalty: 6078.157227
	Iteration 43Q: 3 clusters Score -3.069445e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -30694452.000000 Penalty: 6078.157227
	Iteration 44Q: 3 clusters Score -3.069445e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -30694478.000000 Penalty: 6078.157227
	Iteration 45Q: 3 clusters Score -3.069448e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -30694560.000000 Penalty: 6078.157227
	Iteration 46Q: 3 clusters Score -3.069456e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -30694576.000000 Penalty: 6078.157227
	Iteration 47Q: 3 clusters Score -3.069458e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -30694658.000000 Penalty: 6078.157227
	Iteration 48Q: 3 clusters Score -3.069466e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -30694680.000000 Penalty: 6078.157227
	Iteration 49Q: 3 clusters Score -3.069468e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -30694802.000000 Penalty: 6078.157227
	Iteration 50Q: 3 clusters Score -3.06948e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -30694748.000000 Penalty: 6078.157227
	Iteration 51Q: 3 clusters Score -3.069475e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -30694702.000000 Penalty: 6078.157227
	Iteration 52Q: 3 clusters Score -3.06947e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -30694786.000000 Penalty: 6078.157227
	Iteration 53Q: 3 clusters Score -3.069479e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103838 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -30694796.000000 Penalty: 6078.157227
	Iteration 54Q: 3 clusters Score -3.06948e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -30694812.000000 Penalty: 6078.157227
	Iteration 55Q: 3 clusters Score -3.069481e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -30694868.000000 Penalty: 6078.157227
	Iteration 56Q: 3 clusters Score -3.069487e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -30694822.000000 Penalty: 6078.157227
	Iteration 57Q: 3 clusters Score -3.069482e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -30695076.000000 Penalty: 6078.157227
	Iteration 58Q: 3 clusters Score -3.069508e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101486 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -30695076.000000 Penalty: 6078.157227
	Iteration 59Q: 3 clusters Score -3.069508e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -30695064.000000 Penalty: 6078.157227
	Iteration 60F: 3 clusters Score -3.069506e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 109077 members 
Entering Unmasked Estep 
Score: -30695126.000000 Penalty: 6078.157227
	Iteration 61Q: 3 clusters Score -3.069513e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -30695172.000000 Penalty: 6078.157227
	Iteration 62Q: 3 clusters Score -3.069517e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -30695212.000000 Penalty: 6078.157227
	Iteration 63Q: 3 clusters Score -3.069521e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -30695358.000000 Penalty: 6078.157227
	Iteration 64Q: 3 clusters Score -3.069536e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -30695394.000000 Penalty: 6078.157227
	Iteration 65Q: 3 clusters Score -3.069539e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -30695422.000000 Penalty: 6078.157227
	Iteration 66Q: 3 clusters Score -3.069542e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -30695518.000000 Penalty: 6078.157227
	Iteration 67Q: 3 clusters Score -3.069552e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -30695470.000000 Penalty: 6078.157227
	Iteration 68Q: 3 clusters Score -3.069547e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -30695438.000000 Penalty: 6078.157227
	Iteration 69Q: 3 clusters Score -3.069544e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -30695398.000000 Penalty: 6078.157227
	Iteration 70Q: 3 clusters Score -3.06954e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 110541 members 
Entering Unmasked Estep 
Score: -30695476.000000 Penalty: 6078.157227
	Iteration 71Q: 3 clusters Score -3.069548e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -30695544.000000 Penalty: 6078.157227
	Iteration 72Q: 3 clusters Score -3.069554e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -30695584.000000 Penalty: 6078.157227
	Iteration 73Q: 3 clusters Score -3.069558e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -30695658.000000 Penalty: 6078.157227
	Iteration 74Q: 3 clusters Score -3.069566e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -30695716.000000 Penalty: 6078.157227
	Iteration 75Q: 3 clusters Score -3.069572e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -30695724.000000 Penalty: 6078.157227
	Iteration 76Q: 3 clusters Score -3.069572e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -30695766.000000 Penalty: 6078.157227
	Iteration 77Q: 3 clusters Score -3.069577e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -30695740.000000 Penalty: 6078.157227
	Iteration 78Q: 3 clusters Score -3.069574e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -30695794.000000 Penalty: 6078.157227
	Iteration 79Q: 3 clusters Score -3.069579e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -30695852.000000 Penalty: 6078.157227
	Iteration 80F: 3 clusters Score -3.069585e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -30695846.000000 Penalty: 6078.157227
	Iteration 81Q: 3 clusters Score -3.069585e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 109841 members 
Entering Unmasked Estep 
Score: -30695892.000000 Penalty: 6078.157227
	Iteration 82Q: 3 clusters Score -3.069589e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -30695908.000000 Penalty: 6078.157227
	Iteration 83Q: 3 clusters Score -3.069591e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -30695898.000000 Penalty: 6078.157227
	Iteration 84Q: 3 clusters Score -3.06959e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -30695972.000000 Penalty: 6078.157227
	Iteration 85Q: 3 clusters Score -3.069597e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -30696042.000000 Penalty: 6078.157227
	Iteration 86Q: 3 clusters Score -3.069604e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -30696072.000000 Penalty: 6078.157227
	Iteration 87Q: 3 clusters Score -3.069607e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -30696144.000000 Penalty: 6078.157227
	Iteration 88Q: 3 clusters Score -3.069614e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -30696074.000000 Penalty: 6078.157227
	Iteration 89Q: 3 clusters Score -3.069607e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -30696102.000000 Penalty: 6078.157227
	Iteration 90Q: 3 clusters Score -3.06961e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -30696206.000000 Penalty: 6078.157227
	Iteration 91Q: 3 clusters Score -3.069621e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -30696286.000000 Penalty: 6078.157227
	Iteration 92Q: 3 clusters Score -3.069629e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -30696252.000000 Penalty: 6078.157227
	Iteration 93Q: 3 clusters Score -3.069625e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -30696256.000000 Penalty: 6078.157227
	Iteration 94Q: 3 clusters Score -3.069626e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -30696206.000000 Penalty: 6078.157227
	Iteration 95Q: 3 clusters Score -3.069621e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -30696234.000000 Penalty: 6078.157227
	Iteration 96Q: 3 clusters Score -3.069623e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -30696204.000000 Penalty: 6078.157227
	Iteration 97Q: 3 clusters Score -3.06962e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -30696214.000000 Penalty: 6078.157227
	Iteration 98Q: 3 clusters Score -3.069621e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -30696112.000000 Penalty: 6078.157227
	Iteration 99Q: 3 clusters Score -3.069611e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -30696120.000000 Penalty: 6078.157227
	Iteration 100F: 3 clusters Score -3.069612e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -30696146.000000 Penalty: 6078.157227
	Iteration 101Q: 3 clusters Score -3.069615e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -30696130.000000 Penalty: 6078.157227
	Iteration 102Q: 3 clusters Score -3.069613e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -30696178.000000 Penalty: 6078.157227
	Iteration 103Q: 3 clusters Score -3.069618e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -30696172.000000 Penalty: 6078.157227
	Iteration 104Q: 3 clusters Score -3.069617e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -30696138.000000 Penalty: 6078.157227
	Iteration 105Q: 3 clusters Score -3.069614e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -30696158.000000 Penalty: 6078.157227
	Iteration 106Q: 3 clusters Score -3.069616e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -30696204.000000 Penalty: 6078.157227
	Iteration 107Q: 3 clusters Score -3.06962e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -30696190.000000 Penalty: 6078.157227
	Iteration 108Q: 3 clusters Score -3.069619e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -30696124.000000 Penalty: 6078.157227
	Iteration 109Q: 3 clusters Score -3.069612e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -30696182.000000 Penalty: 6078.157227
	Iteration 110Q: 3 clusters Score -3.069618e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -30696182.000000 Penalty: 6078.157227
	Iteration 111Q: 3 clusters Score -3.069618e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -30696186.000000 Penalty: 6078.157227
	Iteration 112Q: 3 clusters Score -3.069619e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -30696166.000000 Penalty: 6078.157227
	Iteration 113Q: 3 clusters Score -3.069617e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -30696186.000000 Penalty: 6078.157227
	Iteration 114Q: 3 clusters Score -3.069619e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -30696196.000000 Penalty: 6078.157227
	Iteration 115Q: 3 clusters Score -3.06962e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -30696186.000000 Penalty: 6078.157227
	Iteration 116Q: 3 clusters Score -3.069619e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -30696098.000000 Penalty: 6078.157227
	Iteration 117Q: 3 clusters Score -3.06961e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -30696086.000000 Penalty: 6078.157227
	Iteration 118Q: 3 clusters Score -3.069609e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -30696104.000000 Penalty: 6078.157227
	Iteration 119Q: 3 clusters Score -3.06961e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -30696090.000000 Penalty: 6078.157227
	Iteration 120F: 3 clusters Score -3.069609e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -30696132.000000 Penalty: 6078.157227
	Iteration 121Q: 3 clusters Score -3.069613e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -30696094.000000 Penalty: 6078.157227
	Iteration 122Q: 3 clusters Score -3.069609e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -30696120.000000 Penalty: 6078.157227
	Iteration 123Q: 3 clusters Score -3.069612e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -30696136.000000 Penalty: 6078.157227
	Iteration 124Q: 3 clusters Score -3.069614e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -30696194.000000 Penalty: 6078.157227
	Iteration 125Q: 3 clusters Score -3.069619e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -30696182.000000 Penalty: 6078.157227
	Iteration 126Q: 3 clusters Score -3.069618e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -30696180.000000 Penalty: 6078.157227
	Iteration 127Q: 3 clusters Score -3.069618e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -30696168.000000 Penalty: 6078.157227
	Iteration 128Q: 3 clusters Score -3.069617e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.069623e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -30696220.000000 Penalty: 6078.157227
	Iteration 130Q: 3 clusters Score -3.069622e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -30696224.000000 Penalty: 6078.157227
	Iteration 131Q: 3 clusters Score -3.069622e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -30696266.000000 Penalty: 6078.157227
	Iteration 132Q: 3 clusters Score -3.069627e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -30696290.000000 Penalty: 6078.157227
	Iteration 133Q: 3 clusters Score -3.069629e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -30696302.000000 Penalty: 6078.157227
	Iteration 134Q: 3 clusters Score -3.06963e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.069626e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.069626e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.069626e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -30696232.000000 Penalty: 6078.157227
	Iteration 138Q: 3 clusters Score -3.069623e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -30696250.000000 Penalty: 6078.157227
	Iteration 139Q: 3 clusters Score -3.069625e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -30696274.000000 Penalty: 6078.157227
	Iteration 140F: 3 clusters Score -3.069627e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -30696284.000000 Penalty: 6078.157227
	Iteration 141Q: 3 clusters Score -3.069628e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -30696286.000000 Penalty: 6078.157227
	Iteration 142Q: 3 clusters Score -3.069629e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -30696292.000000 Penalty: 6078.157227
	Iteration 143Q: 3 clusters Score -3.069629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -30696300.000000 Penalty: 6078.157227
	Iteration 144Q: 3 clusters Score -3.06963e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -30696282.000000 Penalty: 6078.157227
	Iteration 145Q: 3 clusters Score -3.069628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -30696270.000000 Penalty: 6078.157227
	Iteration 146Q: 3 clusters Score -3.069627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.069629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.069627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.069628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.069628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -30696242.000000 Penalty: 6078.157227
	Iteration 151Q: 3 clusters Score -3.069624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -30696240.000000 Penalty: 6078.157227
	Iteration 152Q: 3 clusters Score -3.069624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -30696262.000000 Penalty: 6078.157227
	Iteration 153Q: 3 clusters Score -3.069626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -30696290.000000 Penalty: 6078.157227
	Iteration 154Q: 3 clusters Score -3.069629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -30696314.000000 Penalty: 6078.157227
	Iteration 155Q: 3 clusters Score -3.069631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.069629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.06963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -30696284.000000 Penalty: 6078.157227
	Iteration 158Q: 3 clusters Score -3.069628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.069628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -30696296.000000 Penalty: 6078.157227
	Iteration 160F: 3 clusters Score -3.06963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.069629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.06963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.06963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -30696290.000000 Penalty: 6078.157227
	Iteration 164Q: 3 clusters Score -3.069629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.069629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -30696270.000000 Penalty: 6078.157227
	Iteration 166Q: 3 clusters Score -3.069627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.069629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -30696280.000000 Penalty: 6078.157227
	Iteration 168Q: 3 clusters Score -3.069628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -30696304.000000 Penalty: 6078.157227
	Iteration 169Q: 3 clusters Score -3.06963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.069627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -30696276.000000 Penalty: 6078.157227
	Iteration 171Q: 3 clusters Score -3.069628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -30696272.000000 Penalty: 6078.157227
	Iteration 172Q: 3 clusters Score -3.069627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.069628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.069626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.069625e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105275 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.069625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.069626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.069626e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.069626e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3.069626e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.069626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -30696268.000000 Penalty: 6078.157227
	Iteration 182Q: 3 clusters Score -3.069627e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.069626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -30696238.000000 Penalty: 6078.157227
	Iteration 184Q: 3 clusters Score -3.069624e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -30696276.000000 Penalty: 6078.157227
	Iteration 185Q: 3 clusters Score -3.069628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -30696288.000000 Penalty: 6078.157227
	Iteration 186Q: 3 clusters Score -3.069629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.069627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.069628e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3.069627e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.069628e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3.069626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.069626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -30696280.000000 Penalty: 6078.157227
	Iteration 193Q: 3 clusters Score -3.069628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -30696292.000000 Penalty: 6078.157227
	Iteration 194Q: 3 clusters Score -3.069629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -30696320.000000 Penalty: 6078.157227
	Iteration 195Q: 3 clusters Score -3.069632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -30696306.000000 Penalty: 6078.157227
	Iteration 196Q: 3 clusters Score -3.069631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -30696296.000000 Penalty: 6078.157227
	Iteration 197Q: 3 clusters Score -3.06963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -30696302.000000 Penalty: 6078.157227
	Iteration 198Q: 3 clusters Score -3.06963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -30696300.000000 Penalty: 6078.157227
	Iteration 199Q: 3 clusters Score -3.06963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -30696294.000000 Penalty: 6078.157227
	Iteration 200F: 3 clusters Score -3.069629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -30696280.000000 Penalty: 6078.157227
	Iteration 201Q: 3 clusters Score -3.069628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -30696248.000000 Penalty: 6078.157227
	Iteration 202Q: 3 clusters Score -3.069625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -30696246.000000 Penalty: 6078.157227
	Iteration 203Q: 3 clusters Score -3.069625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -30696250.000000 Penalty: 6078.157227
	Iteration 204Q: 3 clusters Score -3.069625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -30696264.000000 Penalty: 6078.157227
	Iteration 205Q: 3 clusters Score -3.069626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -30696266.000000 Penalty: 6078.157227
	Iteration 206Q: 3 clusters Score -3.069627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -30696280.000000 Penalty: 6078.157227
	Iteration 207Q: 3 clusters Score -3.069628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -30696278.000000 Penalty: 6078.157227
	Iteration 208Q: 3 clusters Score -3.069628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -30696266.000000 Penalty: 6078.157227
	Iteration 209Q: 3 clusters Score -3.069627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -30696256.000000 Penalty: 6078.157227
	Iteration 210Q: 3 clusters Score -3.069626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -30696266.000000 Penalty: 6078.157227
	Iteration 211Q: 3 clusters Score -3.069627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -30696222.000000 Penalty: 6078.157227
	Iteration 212Q: 3 clusters Score -3.069622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -30696240.000000 Penalty: 6078.157227
	Iteration 213Q: 3 clusters Score -3.069624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -30696246.000000 Penalty: 6078.157227
	Iteration 214Q: 3 clusters Score -3.069625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -30696244.000000 Penalty: 6078.157227
	Iteration 215Q: 3 clusters Score -3.069624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -30696220.000000 Penalty: 6078.157227
	Iteration 216Q: 3 clusters Score -3.069622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -30696258.000000 Penalty: 6078.157227
	Iteration 217Q: 3 clusters Score -3.069626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -30696256.000000 Penalty: 6078.157227
	Iteration 218Q: 3 clusters Score -3.069626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -30696254.000000 Penalty: 6078.157227
	Iteration 219Q: 3 clusters Score -3.069625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -30696266.000000 Penalty: 6078.157227
	Iteration 220F: 3 clusters Score -3.069627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -30696258.000000 Penalty: 6078.157227
	Iteration 221Q: 3 clusters Score -3.069626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -30696268.000000 Penalty: 6078.157227
	Iteration 222Q: 3 clusters Score -3.069627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -30696258.000000 Penalty: 6078.157227
	Iteration 223Q: 3 clusters Score -3.069626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -30696256.000000 Penalty: 6078.157227
	Iteration 224Q: 3 clusters Score -3.069626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -30696270.000000 Penalty: 6078.157227
	Iteration 225Q: 3 clusters Score -3.069627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -30696290.000000 Penalty: 6078.157227
	Iteration 226Q: 3 clusters Score -3.069629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -30696298.000000 Penalty: 6078.157227
	Iteration 227Q: 3 clusters Score -3.06963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -30696282.000000 Penalty: 6078.157227
	Iteration 228Q: 3 clusters Score -3.069628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -30696282.000000 Penalty: 6078.157227
	Iteration 229Q: 3 clusters Score -3.069628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -30696300.000000 Penalty: 6078.157227
	Iteration 230Q: 3 clusters Score -3.06963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -30696308.000000 Penalty: 6078.157227
	Iteration 231Q: 3 clusters Score -3.069631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -30696302.000000 Penalty: 6078.157227
	Iteration 232Q: 3 clusters Score -3.06963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -30696296.000000 Penalty: 6078.157227
	Iteration 233Q: 3 clusters Score -3.06963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -30696314.000000 Penalty: 6078.157227
	Iteration 234Q: 3 clusters Score -3.069631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -30696318.000000 Penalty: 6078.157227
	Iteration 235Q: 3 clusters Score -3.069632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -30696332.000000 Penalty: 6078.157227
	Iteration 236Q: 3 clusters Score -3.069633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -30696318.000000 Penalty: 6078.157227
	Iteration 237Q: 3 clusters Score -3.069632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -30696310.000000 Penalty: 6078.157227
	Iteration 238Q: 3 clusters Score -3.069631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -30696310.000000 Penalty: 6078.157227
	Iteration 239Q: 3 clusters Score -3.069631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -30696294.000000 Penalty: 6078.157227
	Iteration 240F: 3 clusters Score -3.069629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -30696300.000000 Penalty: 6078.157227
	Iteration 241Q: 3 clusters Score -3.06963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -30696298.000000 Penalty: 6078.157227
	Iteration 242Q: 3 clusters Score -3.06963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -30696288.000000 Penalty: 6078.157227
	Iteration 243Q: 3 clusters Score -3.069629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -30696294.000000 Penalty: 6078.157227
	Iteration 244Q: 3 clusters Score -3.069629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -30696290.000000 Penalty: 6078.157227
	Iteration 245Q: 3 clusters Score -3.069629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -30696302.000000 Penalty: 6078.157227
	Iteration 246Q: 3 clusters Score -3.06963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -30696302.000000 Penalty: 6078.157227
	Iteration 247Q: 3 clusters Score -3.06963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -30696300.000000 Penalty: 6078.157227
	Iteration 248Q: 3 clusters Score -3.06963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -30696304.000000 Penalty: 6078.157227
	Iteration 249Q: 3 clusters Score -3.06963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -30696306.000000 Penalty: 6078.157227
	Iteration 250Q: 3 clusters Score -3.069631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -30696306.000000 Penalty: 6078.157227
	Iteration 251Q: 3 clusters Score -3.069631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -30696326.000000 Penalty: 6078.157227
	Iteration 252Q: 3 clusters Score -3.069633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -30696322.000000 Penalty: 6078.157227
	Iteration 253Q: 3 clusters Score -3.069632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -30696318.000000 Penalty: 6078.157227
	Iteration 254Q: 3 clusters Score -3.069632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -30696318.000000 Penalty: 6078.157227
	Iteration 255Q: 3 clusters Score -3.069632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -30696318.000000 Penalty: 6078.157227
	Iteration 256F: 3 clusters Score -3.069632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Entering Unmasked Estep 
Score: -2691412.000000 Penalty: 2442.166748
	Iteration 0F: 2 clusters Score -2691412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2677976.500000 Penalty: 4884.333496
	Iteration 0F: 3 clusters Score -2677976 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2682354.250000 Penalty: 4884.333496
	Iteration 1F: 3 clusters Score -2682354 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2682947.000000 Penalty: 4884.333496
	Iteration 2F: 3 clusters Score -2682947 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2683567.000000 Penalty: 4884.333496
	Iteration 3F: 3 clusters Score -2683567 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2684275.750000 Penalty: 4884.333496
	Iteration 4F: 3 clusters Score -2684276 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2685115.750000 Penalty: 4884.333496
	Iteration 5F: 3 clusters Score -2685116 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2686078.250000 Penalty: 4884.333496
	Iteration 6F: 3 clusters Score -2686078 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2687046.750000 Penalty: 4884.333496
	Iteration 7F: 3 clusters Score -2687047 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2687862.000000 Penalty: 4884.333496
	Iteration 8Q: 3 clusters Score -2687862 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2688458.250000 Penalty: 4884.333496
	Iteration 9Q: 3 clusters Score -2688458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2688807.500000 Penalty: 4884.333496
	Iteration 10Q: 3 clusters Score -2688808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2689015.500000 Penalty: 4884.333496
	Iteration 11Q: 3 clusters Score -2689016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2689136.250000 Penalty: 4884.333496
	Iteration 12Q: 3 clusters Score -2689136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2689205.500000 Penalty: 4884.333496
	Iteration 13Q: 3 clusters Score -2689206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2689236.750000 Penalty: 4884.333496
	Iteration 14Q: 3 clusters Score -2689237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2689262.500000 Penalty: 4884.333496
	Iteration 15Q: 3 clusters Score -2689262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2689278.500000 Penalty: 4884.333496
	Iteration 16Q: 3 clusters Score -2689278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2689298.000000 Penalty: 4884.333496
	Iteration 17Q: 3 clusters Score -2689298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2689309.000000 Penalty: 4884.333496
	Iteration 18Q: 3 clusters Score -2689309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2689322.000000 Penalty: 4884.333496
	Iteration 19Q: 3 clusters Score -2689322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2689328.250000 Penalty: 4884.333496
	Iteration 20F: 3 clusters Score -2689328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2689331.250000 Penalty: 4884.333496
	Iteration 21Q: 3 clusters Score -2689331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2689334.000000 Penalty: 4884.333496
	Iteration 22Q: 3 clusters Score -2689334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2689340.250000 Penalty: 4884.333496
	Iteration 23Q: 3 clusters Score -2689340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2689343.000000 Penalty: 4884.333496
	Iteration 24Q: 3 clusters Score -2689343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2689346.750000 Penalty: 4884.333496
	Iteration 25Q: 3 clusters Score -2689347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2689346.750000 Penalty: 4884.333496
	Iteration 26F: 3 clusters Score -2689347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -1502739.750000 Penalty: 2297.019043
	Iteration 0F: 2 clusters Score -1502740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1494752.250000 Penalty: 4594.038086
	Iteration 0F: 3 clusters Score -1494752 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1497060.750000 Penalty: 4594.038086
	Iteration 1F: 3 clusters Score -1497061 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1497356.250000 Penalty: 4594.038086
	Iteration 2F: 3 clusters Score -1497356 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1497555.000000 Penalty: 4594.038086
	Iteration 3Q: 3 clusters Score -1497555 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1497714.125000 Penalty: 4594.038086
	Iteration 4Q: 3 clusters Score -1497714 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1497893.750000 Penalty: 4594.038086
	Iteration 5Q: 3 clusters Score -1497894 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1498069.500000 Penalty: 4594.038086
	Iteration 6Q: 3 clusters Score -1498070 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1498302.375000 Penalty: 4594.038086
	Iteration 7Q: 3 clusters Score -1498302 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1498568.500000 Penalty: 4594.038086
	Iteration 8Q: 3 clusters Score -1498568 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1498932.250000 Penalty: 4594.038086
	Iteration 9Q: 3 clusters Score -1498932 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1499303.750000 Penalty: 4594.038086
	Iteration 10Q: 3 clusters Score -1499304 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1499684.500000 Penalty: 4594.038086
	Iteration 11Q: 3 clusters Score -1499684 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1500023.250000 Penalty: 4594.038086
	Iteration 12Q: 3 clusters Score -1500023 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1500243.125000 Penalty: 4594.038086
	Iteration 13Q: 3 clusters Score -1500243 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1500425.125000 Penalty: 4594.038086
	Iteration 14Q: 3 clusters Score -1500425 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1500531.250000 Penalty: 4594.038086
	Iteration 15Q: 3 clusters Score -1500531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1500591.250000 Penalty: 4594.038086
	Iteration 16Q: 3 clusters Score -1500591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1500636.125000 Penalty: 4594.038086
	Iteration 17Q: 3 clusters Score -1500636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1500673.125000 Penalty: 4594.038086
	Iteration 18Q: 3 clusters Score -1500673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1500696.125000 Penalty: 4594.038086
	Iteration 19Q: 3 clusters Score -1500696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1500715.750000 Penalty: 4594.038086
	Iteration 20F: 3 clusters Score -1500716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1500731.000000 Penalty: 4594.038086
	Iteration 21Q: 3 clusters Score -1500731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1500744.375000 Penalty: 4594.038086
	Iteration 22Q: 3 clusters Score -1500744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1500752.000000 Penalty: 4594.038086
	Iteration 23Q: 3 clusters Score -1500752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1500763.125000 Penalty: 4594.038086
	Iteration 24Q: 3 clusters Score -1500763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1500764.000000 Penalty: 4594.038086
	Iteration 25Q: 3 clusters Score -1500764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1500768.875000 Penalty: 4594.038086
	Iteration 26Q: 3 clusters Score -1500769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1500773.375000 Penalty: 4594.038086
	Iteration 27Q: 3 clusters Score -1500773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1500775.250000 Penalty: 4594.038086
	Iteration 28Q: 3 clusters Score -1500775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1500779.000000 Penalty: 4594.038086
	Iteration 29Q: 3 clusters Score -1500779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1500781.750000 Penalty: 4594.038086
	Iteration 30Q: 3 clusters Score -1500782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1500783.500000 Penalty: 4594.038086
	Iteration 31Q: 3 clusters Score -1500784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1500789.250000 Penalty: 4594.038086
	Iteration 32Q: 3 clusters Score -1500789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1500795.500000 Penalty: 4594.038086
	Iteration 33Q: 3 clusters Score -1500796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1500796.375000 Penalty: 4594.038086
	Iteration 34Q: 3 clusters Score -1500796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1500795.875000 Penalty: 4594.038086
	Iteration 35Q: 3 clusters Score -1500796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1500796.750000 Penalty: 4594.038086
	Iteration 36Q: 3 clusters Score -1500797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1500798.625000 Penalty: 4594.038086
	Iteration 37Q: 3 clusters Score -1500799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1500798.625000 Penalty: 4594.038086
	Iteration 38F: 3 clusters Score -1500799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -317440.468750 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -317440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -314700.843750 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -314700.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315233.156250 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -315233.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -315403.656250 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -315403.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315495.187500 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -315495.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -315574.375000 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -315574.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -315644.718750 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -315644.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -315704.218750 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -315704.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -315751.218750 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -315751.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -315783.125000 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -315783.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -315816.312500 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -315816.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -315847.593750 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -315847.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -315877.968750 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -315878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -315904.437500 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -315904.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -315925.500000 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -315925.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -315941.406250 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -315941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -315948.093750 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -315948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -315957.562500 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -315957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -315961.562500 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -315961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -315965.718750 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -315965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -315968.312500 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -315968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -315969.562500 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -315969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -315970.781250 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -315970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -315970.593750 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -315970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -315970.593750 Penalty: 3836.775146
	Iteration 23F: 3 clusters Score -315970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Entering Unmasked Estep 
Score: -1669764.250000 Penalty: 2315.307129
	Iteration 0F: 2 clusters Score -1669764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1661273.750000 Penalty: 4630.614258
	Iteration 0F: 3 clusters Score -1661274 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1663951.875000 Penalty: 4630.614258
	Iteration 1F: 3 clusters Score -1663952 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1664355.250000 Penalty: 4630.614258
	Iteration 2F: 3 clusters Score -1664355 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1664724.875000 Penalty: 4630.614258
	Iteration 3F: 3 clusters Score -1664725 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1665087.625000 Penalty: 4630.614258
	Iteration 4F: 3 clusters Score -1665088 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1665532.750000 Penalty: 4630.614258
	Iteration 5F: 3 clusters Score -1665533 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1666096.875000 Penalty: 4630.614258
	Iteration 6F: 3 clusters Score -1666097 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1666667.125000 Penalty: 4630.614258
	Iteration 7F: 3 clusters Score -1666667 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1667197.875000 Penalty: 4630.614258
	Iteration 8Q: 3 clusters Score -1667198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1667529.250000 Penalty: 4630.614258
	Iteration 9Q: 3 clusters Score -1667529 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1667702.750000 Penalty: 4630.614258
	Iteration 10Q: 3 clusters Score -1667703 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1667781.375000 Penalty: 4630.614258
	Iteration 11Q: 3 clusters Score -1667781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1667807.625000 Penalty: 4630.614258
	Iteration 12Q: 3 clusters Score -1667808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1667820.750000 Penalty: 4630.614258
	Iteration 13Q: 3 clusters Score -1667821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1667836.250000 Penalty: 4630.614258
	Iteration 14Q: 3 clusters Score -1667836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1667839.250000 Penalty: 4630.614258
	Iteration 15Q: 3 clusters Score -1667839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1667847.875000 Penalty: 4630.614258
	Iteration 16Q: 3 clusters Score -1667848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1667854.500000 Penalty: 4630.614258
	Iteration 17Q: 3 clusters Score -1667854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1667855.500000 Penalty: 4630.614258
	Iteration 18Q: 3 clusters Score -1667856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1667858.625000 Penalty: 4630.614258
	Iteration 19Q: 3 clusters Score -1667859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1667856.875000 Penalty: 4630.614258
	Iteration 20F: 3 clusters Score -1667857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1667859.250000 Penalty: 4630.614258
	Iteration 21Q: 3 clusters Score -1667859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1667860.000000 Penalty: 4630.614258
	Iteration 22Q: 3 clusters Score -1667860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1667859.625000 Penalty: 4630.614258
	Iteration 23Q: 3 clusters Score -1667860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1667862.125000 Penalty: 4630.614258
	Iteration 24Q: 3 clusters Score -1667862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1667860.750000 Penalty: 4630.614258
	Iteration 25Q: 3 clusters Score -1667861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1667862.875000 Penalty: 4630.614258
	Iteration 26Q: 3 clusters Score -1667863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1667862.500000 Penalty: 4630.614258
	Iteration 27Q: 3 clusters Score -1667862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1667862.750000 Penalty: 4630.614258
	Iteration 28Q: 3 clusters Score -1667863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1667864.625000 Penalty: 4630.614258
	Iteration 29Q: 3 clusters Score -1667865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1667863.875000 Penalty: 4630.614258
	Iteration 30Q: 3 clusters Score -1667864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1667863.625000 Penalty: 4630.614258
	Iteration 31Q: 3 clusters Score -1667864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1667863.250000 Penalty: 4630.614258
	Iteration 32Q: 3 clusters Score -1667863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1667862.750000 Penalty: 4630.614258
	Iteration 33Q: 3 clusters Score -1667863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1667862.750000 Penalty: 4630.614258
	Iteration 34F: 3 clusters Score -1667863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Entering Unmasked Estep 
Score: -1677048.625000 Penalty: 2346.082031
	Iteration 0F: 2 clusters Score -1677049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1667677.125000 Penalty: 4692.164062
	Iteration 0F: 3 clusters Score -1667677 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1670855.625000 Penalty: 4692.164062
	Iteration 1F: 3 clusters Score -1670856 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1671348.500000 Penalty: 4692.164062
	Iteration 2F: 3 clusters Score -1671348 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1671713.750000 Penalty: 4692.164062
	Iteration 3F: 3 clusters Score -1671714 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1672074.125000 Penalty: 4692.164062
	Iteration 4Q: 3 clusters Score -1672074 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1672444.125000 Penalty: 4692.164062
	Iteration 5Q: 3 clusters Score -1672444 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1672879.125000 Penalty: 4692.164062
	Iteration 6Q: 3 clusters Score -1672879 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1673278.500000 Penalty: 4692.164062
	Iteration 7Q: 3 clusters Score -1673278 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1673628.125000 Penalty: 4692.164062
	Iteration 8Q: 3 clusters Score -1673628 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1673938.500000 Penalty: 4692.164062
	Iteration 9Q: 3 clusters Score -1673938 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1674227.125000 Penalty: 4692.164062
	Iteration 10Q: 3 clusters Score -1674227 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1674451.375000 Penalty: 4692.164062
	Iteration 11Q: 3 clusters Score -1674451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1674632.625000 Penalty: 4692.164062
	Iteration 12Q: 3 clusters Score -1674633 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1674783.500000 Penalty: 4692.164062
	Iteration 13Q: 3 clusters Score -1674784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1674894.750000 Penalty: 4692.164062
	Iteration 14Q: 3 clusters Score -1674895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1674976.250000 Penalty: 4692.164062
	Iteration 15Q: 3 clusters Score -1674976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1675037.000000 Penalty: 4692.164062
	Iteration 16Q: 3 clusters Score -1675037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1675079.625000 Penalty: 4692.164062
	Iteration 17Q: 3 clusters Score -1675080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1675115.625000 Penalty: 4692.164062
	Iteration 18Q: 3 clusters Score -1675116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1675138.625000 Penalty: 4692.164062
	Iteration 19Q: 3 clusters Score -1675139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1675159.375000 Penalty: 4692.164062
	Iteration 20F: 3 clusters Score -1675159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1675180.000000 Penalty: 4692.164062
	Iteration 21Q: 3 clusters Score -1675180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1675199.000000 Penalty: 4692.164062
	Iteration 22Q: 3 clusters Score -1675199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1675211.750000 Penalty: 4692.164062
	Iteration 23Q: 3 clusters Score -1675212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1675227.875000 Penalty: 4692.164062
	Iteration 24Q: 3 clusters Score -1675228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1675238.125000 Penalty: 4692.164062
	Iteration 25Q: 3 clusters Score -1675238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1675246.375000 Penalty: 4692.164062
	Iteration 26Q: 3 clusters Score -1675246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1675255.500000 Penalty: 4692.164062
	Iteration 27Q: 3 clusters Score -1675256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1675265.250000 Penalty: 4692.164062
	Iteration 28Q: 3 clusters Score -1675265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1675265.875000 Penalty: 4692.164062
	Iteration 29Q: 3 clusters Score -1675266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1675270.625000 Penalty: 4692.164062
	Iteration 30Q: 3 clusters Score -1675271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1675272.875000 Penalty: 4692.164062
	Iteration 31Q: 3 clusters Score -1675273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1675275.375000 Penalty: 4692.164062
	Iteration 32Q: 3 clusters Score -1675275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1675275.375000 Penalty: 4692.164062
	Iteration 33Q: 3 clusters Score -1675275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1675279.500000 Penalty: 4692.164062
	Iteration 34Q: 3 clusters Score -1675280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1675284.000000 Penalty: 4692.164062
	Iteration 35Q: 3 clusters Score -1675284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1675288.500000 Penalty: 4692.164062
	Iteration 36Q: 3 clusters Score -1675288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1675285.750000 Penalty: 4692.164062
	Iteration 37Q: 3 clusters Score -1675286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1675290.125000 Penalty: 4692.164062
	Iteration 38Q: 3 clusters Score -1675290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1675291.375000 Penalty: 4692.164062
	Iteration 39Q: 3 clusters Score -1675291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1675293.625000 Penalty: 4692.164062
	Iteration 40F: 3 clusters Score -1675294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1675295.750000 Penalty: 4692.164062
	Iteration 41Q: 3 clusters Score -1675296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1675297.750000 Penalty: 4692.164062
	Iteration 42Q: 3 clusters Score -1675298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1675297.750000 Penalty: 4692.164062
	Iteration 43F: 3 clusters Score -1675298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -77184.664062 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -77184.66 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 327 members 
Entering Unmasked Estep 
Score: -75586.093750 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -75586.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75834.140625 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -75834.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75976.812500 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -75976.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76140.085938 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -76140.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76257.609375 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -76257.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76380.828125 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76380.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76457.929688 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76457.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76507.093750 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76507.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76541.703125 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -76541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76598.976562 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -76598.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76639.406250 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -76639.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76695.218750 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -76695.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76719.617188 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -76719.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76749.062500 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -76749.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76782.914062 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -76782.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76816.453125 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -76816.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76849.468750 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -76849.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76874.835938 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -76874.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76891.804688 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -76891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76911.632812 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -76911.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76911.632812 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -76911.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -387971.312500 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -387971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -384775.156250 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -384775.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -385448.312500 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -385448.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -385663.906250 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -385663.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -385804.718750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -385804.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385913.218750 Penalty: 3964.835449
	Iteration 4Q: 3 clusters Score -385913.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -386029.843750 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -386029.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -386151.281250 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -386151.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -386289.062500 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -386289.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -386453.218750 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -386453.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -386580.187500 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -386580.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -386676.218750 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -386676.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -386753.093750 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -386753.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -386811.156250 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -386811.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -386839.875000 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -386839.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -386863.343750 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -386863.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -386877.125000 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -386877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -386886.437500 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -386886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -386896.500000 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -386896.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -386903.375000 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -386903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -386909.562500 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -386909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -386913.750000 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -386913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -386918.250000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -386918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -386919.656250 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -386919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -386921.093750 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -386921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -386921.656250 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -386921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -386921.656250 Penalty: 3964.835449
	Iteration 25F: 3 clusters Score -386921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Entering Unmasked Estep 
Score: -3408665.500000 Penalty: 2491.350342
	Iteration 0F: 2 clusters Score -3408666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3392662.750000 Penalty: 4982.700684
	Iteration 0F: 3 clusters Score -3392663 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3398161.750000 Penalty: 4982.700684
	Iteration 1F: 3 clusters Score -3398162 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3398444.750000 Penalty: 4982.700684
	Iteration 2Q: 3 clusters Score -3398445 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3398674.750000 Penalty: 4982.700684
	Iteration 3Q: 3 clusters Score -3398675 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3398866.750000 Penalty: 4982.700684
	Iteration 4Q: 3 clusters Score -3398867 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3399023.500000 Penalty: 4982.700684
	Iteration 5Q: 3 clusters Score -3399024 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3399152.250000 Penalty: 4982.700684
	Iteration 6Q: 3 clusters Score -3399152 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3399258.750000 Penalty: 4982.700684
	Iteration 7Q: 3 clusters Score -3399259 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3399380.500000 Penalty: 4982.700684
	Iteration 8Q: 3 clusters Score -3399380 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3399502.750000 Penalty: 4982.700684
	Iteration 9Q: 3 clusters Score -3399503 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3399668.500000 Penalty: 4982.700684
	Iteration 10Q: 3 clusters Score -3399668 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3399898.500000 Penalty: 4982.700684
	Iteration 11Q: 3 clusters Score -3399898 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3400265.000000 Penalty: 4982.700684
	Iteration 12Q: 3 clusters Score -3400265 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3400856.750000 Penalty: 4982.700684
	Iteration 13Q: 3 clusters Score -3400857 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3401774.500000 Penalty: 4982.700684
	Iteration 14F: 3 clusters Score -3401774 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3402986.750000 Penalty: 4982.700684
	Iteration 15F: 3 clusters Score -3402987 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3404163.750000 Penalty: 4982.700684
	Iteration 16F: 3 clusters Score -3404164 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3405151.250000 Penalty: 4982.700684
	Iteration 17Q: 3 clusters Score -3405151 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3405768.250000 Penalty: 4982.700684
	Iteration 18Q: 3 clusters Score -3405768 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3406078.500000 Penalty: 4982.700684
	Iteration 19Q: 3 clusters Score -3406078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3406250.750000 Penalty: 4982.700684
	Iteration 20F: 3 clusters Score -3406251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3406355.750000 Penalty: 4982.700684
	Iteration 21Q: 3 clusters Score -3406356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3406419.000000 Penalty: 4982.700684
	Iteration 22Q: 3 clusters Score -3406419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3406437.500000 Penalty: 4982.700684
	Iteration 23Q: 3 clusters Score -3406438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3406464.750000 Penalty: 4982.700684
	Iteration 24Q: 3 clusters Score -3406465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3406484.500000 Penalty: 4982.700684
	Iteration 25Q: 3 clusters Score -3406484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3406500.250000 Penalty: 4982.700684
	Iteration 26Q: 3 clusters Score -3406500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3406513.750000 Penalty: 4982.700684
	Iteration 27Q: 3 clusters Score -3406514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3406518.750000 Penalty: 4982.700684
	Iteration 28Q: 3 clusters Score -3406519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3406519.250000 Penalty: 4982.700684
	Iteration 29Q: 3 clusters Score -3406519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3406524.250000 Penalty: 4982.700684
	Iteration 30Q: 3 clusters Score -3406524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3406526.250000 Penalty: 4982.700684
	Iteration 31Q: 3 clusters Score -3406526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3406527.500000 Penalty: 4982.700684
	Iteration 32Q: 3 clusters Score -3406528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3406531.500000 Penalty: 4982.700684
	Iteration 33Q: 3 clusters Score -3406532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3406531.750000 Penalty: 4982.700684
	Iteration 34Q: 3 clusters Score -3406532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3406536.250000 Penalty: 4982.700684
	Iteration 35Q: 3 clusters Score -3406536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3406542.750000 Penalty: 4982.700684
	Iteration 36Q: 3 clusters Score -3406543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3406548.750000 Penalty: 4982.700684
	Iteration 37Q: 3 clusters Score -3406549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3406550.750000 Penalty: 4982.700684
	Iteration 38Q: 3 clusters Score -3406551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3406550.750000 Penalty: 4982.700684
	Iteration 39F: 3 clusters Score -3406551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Entering Unmasked Estep 
Score: -2485606.750000 Penalty: 2428.151855
	Iteration 0F: 2 clusters Score -2485607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2472908.500000 Penalty: 4856.303711
	Iteration 0F: 3 clusters Score -2472908 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2477072.250000 Penalty: 4856.303711
	Iteration 1F: 3 clusters Score -2477072 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2477632.750000 Penalty: 4856.303711
	Iteration 2F: 3 clusters Score -2477633 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2478217.500000 Penalty: 4856.303711
	Iteration 3F: 3 clusters Score -2478218 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2478879.500000 Penalty: 4856.303711
	Iteration 4F: 3 clusters Score -2478880 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2479532.500000 Penalty: 4856.303711
	Iteration 5F: 3 clusters Score -2479532 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2480122.750000 Penalty: 4856.303711
	Iteration 6F: 3 clusters Score -2480123 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2480570.500000 Penalty: 4856.303711
	Iteration 7Q: 3 clusters Score -2480570 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2480911.000000 Penalty: 4856.303711
	Iteration 8Q: 3 clusters Score -2480911 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2481180.500000 Penalty: 4856.303711
	Iteration 9Q: 3 clusters Score -2481180 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2481420.750000 Penalty: 4856.303711
	Iteration 10Q: 3 clusters Score -2481421 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2481622.250000 Penalty: 4856.303711
	Iteration 11Q: 3 clusters Score -2481622 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2481798.500000 Penalty: 4856.303711
	Iteration 12Q: 3 clusters Score -2481798 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2481914.750000 Penalty: 4856.303711
	Iteration 13Q: 3 clusters Score -2481915 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2482029.250000 Penalty: 4856.303711
	Iteration 14Q: 3 clusters Score -2482029 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2482121.750000 Penalty: 4856.303711
	Iteration 15Q: 3 clusters Score -2482122 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2482203.500000 Penalty: 4856.303711
	Iteration 16Q: 3 clusters Score -2482204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2482278.250000 Penalty: 4856.303711
	Iteration 17Q: 3 clusters Score -2482278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2482356.750000 Penalty: 4856.303711
	Iteration 18Q: 3 clusters Score -2482357 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2482427.000000 Penalty: 4856.303711
	Iteration 19Q: 3 clusters Score -2482427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2482503.000000 Penalty: 4856.303711
	Iteration 20F: 3 clusters Score -2482503 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2482568.250000 Penalty: 4856.303711
	Iteration 21Q: 3 clusters Score -2482568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2482625.750000 Penalty: 4856.303711
	Iteration 22Q: 3 clusters Score -2482626 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2482695.000000 Penalty: 4856.303711
	Iteration 23Q: 3 clusters Score -2482695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2482752.250000 Penalty: 4856.303711
	Iteration 24Q: 3 clusters Score -2482752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2482798.250000 Penalty: 4856.303711
	Iteration 25Q: 3 clusters Score -2482798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2482833.000000 Penalty: 4856.303711
	Iteration 26Q: 3 clusters Score -2482833 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2482878.000000 Penalty: 4856.303711
	Iteration 27Q: 3 clusters Score -2482878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2482921.500000 Penalty: 4856.303711
	Iteration 28Q: 3 clusters Score -2482922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2482958.000000 Penalty: 4856.303711
	Iteration 29Q: 3 clusters Score -2482958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2482999.250000 Penalty: 4856.303711
	Iteration 30Q: 3 clusters Score -2482999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2483026.500000 Penalty: 4856.303711
	Iteration 31Q: 3 clusters Score -2483026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2483069.000000 Penalty: 4856.303711
	Iteration 32Q: 3 clusters Score -2483069 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2483114.750000 Penalty: 4856.303711
	Iteration 33Q: 3 clusters Score -2483115 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2483144.750000 Penalty: 4856.303711
	Iteration 34Q: 3 clusters Score -2483145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2483169.750000 Penalty: 4856.303711
	Iteration 35Q: 3 clusters Score -2483170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2483203.250000 Penalty: 4856.303711
	Iteration 36Q: 3 clusters Score -2483203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2483243.250000 Penalty: 4856.303711
	Iteration 37Q: 3 clusters Score -2483243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2483275.500000 Penalty: 4856.303711
	Iteration 38Q: 3 clusters Score -2483276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2483311.500000 Penalty: 4856.303711
	Iteration 39Q: 3 clusters Score -2483312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2483336.000000 Penalty: 4856.303711
	Iteration 40F: 3 clusters Score -2483336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2483347.500000 Penalty: 4856.303711
	Iteration 41Q: 3 clusters Score -2483348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2483363.000000 Penalty: 4856.303711
	Iteration 42Q: 3 clusters Score -2483363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2483383.500000 Penalty: 4856.303711
	Iteration 43Q: 3 clusters Score -2483384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2483386.000000 Penalty: 4856.303711
	Iteration 44Q: 3 clusters Score -2483386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2483403.750000 Penalty: 4856.303711
	Iteration 45Q: 3 clusters Score -2483404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2483409.750000 Penalty: 4856.303711
	Iteration 46Q: 3 clusters Score -2483410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2483419.750000 Penalty: 4856.303711
	Iteration 47Q: 3 clusters Score -2483420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2483425.750000 Penalty: 4856.303711
	Iteration 48Q: 3 clusters Score -2483426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2483438.750000 Penalty: 4856.303711
	Iteration 49Q: 3 clusters Score -2483439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2483442.750000 Penalty: 4856.303711
	Iteration 50Q: 3 clusters Score -2483443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2483450.750000 Penalty: 4856.303711
	Iteration 51Q: 3 clusters Score -2483451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2483454.000000 Penalty: 4856.303711
	Iteration 52Q: 3 clusters Score -2483454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2483457.750000 Penalty: 4856.303711
	Iteration 53Q: 3 clusters Score -2483458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2483458.750000 Penalty: 4856.303711
	Iteration 54Q: 3 clusters Score -2483459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2483463.250000 Penalty: 4856.303711
	Iteration 55Q: 3 clusters Score -2483463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2483471.750000 Penalty: 4856.303711
	Iteration 56Q: 3 clusters Score -2483472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2483476.000000 Penalty: 4856.303711
	Iteration 57Q: 3 clusters Score -2483476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2483484.000000 Penalty: 4856.303711
	Iteration 58Q: 3 clusters Score -2483484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2483488.750000 Penalty: 4856.303711
	Iteration 59Q: 3 clusters Score -2483489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2483498.000000 Penalty: 4856.303711
	Iteration 60F: 3 clusters Score -2483498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2483498.750000 Penalty: 4856.303711
	Iteration 61Q: 3 clusters Score -2483499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2483503.250000 Penalty: 4856.303711
	Iteration 62Q: 3 clusters Score -2483503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2483508.500000 Penalty: 4856.303711
	Iteration 63Q: 3 clusters Score -2483508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2483513.000000 Penalty: 4856.303711
	Iteration 64Q: 3 clusters Score -2483513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2483517.500000 Penalty: 4856.303711
	Iteration 65Q: 3 clusters Score -2483518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2483524.250000 Penalty: 4856.303711
	Iteration 66Q: 3 clusters Score -2483524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2483537.000000 Penalty: 4856.303711
	Iteration 67Q: 3 clusters Score -2483537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2483537.500000 Penalty: 4856.303711
	Iteration 68Q: 3 clusters Score -2483538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2483540.500000 Penalty: 4856.303711
	Iteration 69Q: 3 clusters Score -2483540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2483551.750000 Penalty: 4856.303711
	Iteration 70Q: 3 clusters Score -2483552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2483549.750000 Penalty: 4856.303711
	Iteration 71Q: 3 clusters Score -2483550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2483553.250000 Penalty: 4856.303711
	Iteration 72Q: 3 clusters Score -2483553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2483552.500000 Penalty: 4856.303711
	Iteration 73Q: 3 clusters Score -2483552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2483552.500000 Penalty: 4856.303711
	Iteration 74Q: 3 clusters Score -2483552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2483552.500000 Penalty: 4856.303711
	Iteration 75Q: 3 clusters Score -2483552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2483554.750000 Penalty: 4856.303711
	Iteration 76Q: 3 clusters Score -2483555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2483554.000000 Penalty: 4856.303711
	Iteration 77Q: 3 clusters Score -2483554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2483554.000000 Penalty: 4856.303711
	Iteration 78Q: 3 clusters Score -2483554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2483559.750000 Penalty: 4856.303711
	Iteration 79Q: 3 clusters Score -2483560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2483562.250000 Penalty: 4856.303711
	Iteration 80F: 3 clusters Score -2483562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2483569.000000 Penalty: 4856.303711
	Iteration 81Q: 3 clusters Score -2483569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2483571.000000 Penalty: 4856.303711
	Iteration 82Q: 3 clusters Score -2483571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2483574.000000 Penalty: 4856.303711
	Iteration 83Q: 3 clusters Score -2483574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2483575.500000 Penalty: 4856.303711
	Iteration 84Q: 3 clusters Score -2483576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2483577.000000 Penalty: 4856.303711
	Iteration 85Q: 3 clusters Score -2483577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2483578.000000 Penalty: 4856.303711
	Iteration 86Q: 3 clusters Score -2483578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2483578.000000 Penalty: 4856.303711
	Iteration 87F: 3 clusters Score -2483578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Entering Unmasked Estep 
Score: -1191328.000000 Penalty: 2251.812744
	Iteration 0F: 2 clusters Score -1191328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1184439.875000 Penalty: 4503.625488
	Iteration 0F: 3 clusters Score -1184440 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1186320.500000 Penalty: 4503.625488
	Iteration 1F: 3 clusters Score -1186320 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1186596.500000 Penalty: 4503.625488
	Iteration 2F: 3 clusters Score -1186596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1186793.000000 Penalty: 4503.625488
	Iteration 3F: 3 clusters Score -1186793 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1186922.000000 Penalty: 4503.625488
	Iteration 4Q: 3 clusters Score -1186922 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1187025.125000 Penalty: 4503.625488
	Iteration 5Q: 3 clusters Score -1187025 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1187115.250000 Penalty: 4503.625488
	Iteration 6Q: 3 clusters Score -1187115 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1187199.500000 Penalty: 4503.625488
	Iteration 7Q: 3 clusters Score -1187200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1187257.625000 Penalty: 4503.625488
	Iteration 8Q: 3 clusters Score -1187258 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1187303.625000 Penalty: 4503.625488
	Iteration 9Q: 3 clusters Score -1187304 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1187347.375000 Penalty: 4503.625488
	Iteration 10Q: 3 clusters Score -1187347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1187381.000000 Penalty: 4503.625488
	Iteration 11Q: 3 clusters Score -1187381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1187417.625000 Penalty: 4503.625488
	Iteration 12Q: 3 clusters Score -1187418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1187454.250000 Penalty: 4503.625488
	Iteration 13Q: 3 clusters Score -1187454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1187486.250000 Penalty: 4503.625488
	Iteration 14Q: 3 clusters Score -1187486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1187522.625000 Penalty: 4503.625488
	Iteration 15Q: 3 clusters Score -1187523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1187561.500000 Penalty: 4503.625488
	Iteration 16Q: 3 clusters Score -1187562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1187591.500000 Penalty: 4503.625488
	Iteration 17Q: 3 clusters Score -1187592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1187625.250000 Penalty: 4503.625488
	Iteration 18Q: 3 clusters Score -1187625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1187658.625000 Penalty: 4503.625488
	Iteration 19Q: 3 clusters Score -1187659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1187698.000000 Penalty: 4503.625488
	Iteration 20F: 3 clusters Score -1187698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1187740.750000 Penalty: 4503.625488
	Iteration 21Q: 3 clusters Score -1187741 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1187793.750000 Penalty: 4503.625488
	Iteration 22Q: 3 clusters Score -1187794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1187864.500000 Penalty: 4503.625488
	Iteration 23Q: 3 clusters Score -1187864 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1187930.125000 Penalty: 4503.625488
	Iteration 24Q: 3 clusters Score -1187930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1188014.625000 Penalty: 4503.625488
	Iteration 25Q: 3 clusters Score -1188015 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1188124.375000 Penalty: 4503.625488
	Iteration 26Q: 3 clusters Score -1188124 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1188285.750000 Penalty: 4503.625488
	Iteration 27Q: 3 clusters Score -1188286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1188454.625000 Penalty: 4503.625488
	Iteration 28Q: 3 clusters Score -1188455 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1188620.625000 Penalty: 4503.625488
	Iteration 29Q: 3 clusters Score -1188621 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1188791.250000 Penalty: 4503.625488
	Iteration 30Q: 3 clusters Score -1188791 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1188971.125000 Penalty: 4503.625488
	Iteration 31Q: 3 clusters Score -1188971 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1189113.750000 Penalty: 4503.625488
	Iteration 32Q: 3 clusters Score -1189114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1189212.125000 Penalty: 4503.625488
	Iteration 33Q: 3 clusters Score -1189212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1189291.125000 Penalty: 4503.625488
	Iteration 34Q: 3 clusters Score -1189291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1189366.625000 Penalty: 4503.625488
	Iteration 35Q: 3 clusters Score -1189367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1189424.250000 Penalty: 4503.625488
	Iteration 36Q: 3 clusters Score -1189424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1189463.000000 Penalty: 4503.625488
	Iteration 37Q: 3 clusters Score -1189463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1189506.500000 Penalty: 4503.625488
	Iteration 38Q: 3 clusters Score -1189506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1189530.250000 Penalty: 4503.625488
	Iteration 39Q: 3 clusters Score -1189530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1189542.750000 Penalty: 4503.625488
	Iteration 40F: 3 clusters Score -1189543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1189556.000000 Penalty: 4503.625488
	Iteration 41Q: 3 clusters Score -1189556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1189562.250000 Penalty: 4503.625488
	Iteration 42Q: 3 clusters Score -1189562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1189577.375000 Penalty: 4503.625488
	Iteration 43Q: 3 clusters Score -1189577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1189588.500000 Penalty: 4503.625488
	Iteration 44Q: 3 clusters Score -1189588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1189597.125000 Penalty: 4503.625488
	Iteration 45Q: 3 clusters Score -1189597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1189602.750000 Penalty: 4503.625488
	Iteration 46Q: 3 clusters Score -1189603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1189609.500000 Penalty: 4503.625488
	Iteration 47Q: 3 clusters Score -1189610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1189615.750000 Penalty: 4503.625488
	Iteration 48Q: 3 clusters Score -1189616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1189615.500000 Penalty: 4503.625488
	Iteration 49Q: 3 clusters Score -1189616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1189615.500000 Penalty: 4503.625488
	Iteration 50F: 3 clusters Score -1189616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -78820.609375 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -78820.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77229.007812 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -77229.01 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77462.281250 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -77462.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77549.617188 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -77549.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77614.843750 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -77614.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77650.773438 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -77650.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77684.835938 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -77684.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77719.804688 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -77719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77743.562500 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -77743.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77791.195312 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -77791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77845.492188 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -77845.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77872.156250 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -77872.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77890.773438 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -77890.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77903.734375 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -77903.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77946.882812 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -77946.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77971.523438 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -77971.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77986.062500 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -77986.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77995.859375 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -77995.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78032.015625 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -78032.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78045.382812 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -78045.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78055.210938 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -78055.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78063.375000 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -78063.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78085.976562 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -78085.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78129.703125 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -78129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78186.117188 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -78186.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78221.226562 Penalty: 3165.380615
	Iteration 24Q: 3 clusters Score -78221.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78297.296875 Penalty: 3165.380615
	Iteration 25Q: 3 clusters Score -78297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78351.257812 Penalty: 3165.380615
	Iteration 26Q: 3 clusters Score -78351.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78406.343750 Penalty: 3165.380615
	Iteration 27Q: 3 clusters Score -78406.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78511.226562 Penalty: 3165.380615
	Iteration 28Q: 3 clusters Score -78511.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78635.140625 Penalty: 3165.380615
	Iteration 29Q: 3 clusters Score -78635.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78663.773438 Penalty: 3165.380615
	Iteration 30Q: 3 clusters Score -78663.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78666.289062 Penalty: 3165.380615
	Iteration 31Q: 3 clusters Score -78666.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78666.289062 Penalty: 3165.380615
	Iteration 32F: 3 clusters Score -78666.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Entering Unmasked Estep 
Score: -5504679.500000 Penalty: 2610.101318
	Iteration 0F: 2 clusters Score -5504680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5479360.000000 Penalty: 5220.202637
	Iteration 0F: 3 clusters Score -5479360 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5488472.500000 Penalty: 5220.202637
	Iteration 1F: 3 clusters Score -5488472 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5488987.000000 Penalty: 5220.202637
	Iteration 2Q: 3 clusters Score -5488987 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5489442.000000 Penalty: 5220.202637
	Iteration 3Q: 3 clusters Score -5489442 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5489944.000000 Penalty: 5220.202637
	Iteration 4Q: 3 clusters Score -5489944 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5490550.000000 Penalty: 5220.202637
	Iteration 5Q: 3 clusters Score -5490550 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5491346.000000 Penalty: 5220.202637
	Iteration 6Q: 3 clusters Score -5491346 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5492358.500000 Penalty: 5220.202637
	Iteration 7Q: 3 clusters Score -5492358 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -5493535.500000 Penalty: 5220.202637
	Iteration 8Q: 3 clusters Score -5493536 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5494909.500000 Penalty: 5220.202637
	Iteration 9F: 3 clusters Score -5494910 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5496324.500000 Penalty: 5220.202637
	Iteration 10F: 3 clusters Score -5496324 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5497570.000000 Penalty: 5220.202637
	Iteration 11Q: 3 clusters Score -5497570 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5498599.500000 Penalty: 5220.202637
	Iteration 12Q: 3 clusters Score -5498600 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -5499458.500000 Penalty: 5220.202637
	Iteration 13Q: 3 clusters Score -5499458 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -5500029.500000 Penalty: 5220.202637
	Iteration 14Q: 3 clusters Score -5500030 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5500469.500000 Penalty: 5220.202637
	Iteration 15Q: 3 clusters Score -5500470 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -5500793.000000 Penalty: 5220.202637
	Iteration 16Q: 3 clusters Score -5500793 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -5501073.000000 Penalty: 5220.202637
	Iteration 17Q: 3 clusters Score -5501073 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5501286.000000 Penalty: 5220.202637
	Iteration 18Q: 3 clusters Score -5501286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5501494.500000 Penalty: 5220.202637
	Iteration 19Q: 3 clusters Score -5501494 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5501679.000000 Penalty: 5220.202637
	Iteration 20F: 3 clusters Score -5501679 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5501839.500000 Penalty: 5220.202637
	Iteration 21Q: 3 clusters Score -5501840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -5501943.000000 Penalty: 5220.202637
	Iteration 22Q: 3 clusters Score -5501943 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5502016.500000 Penalty: 5220.202637
	Iteration 23Q: 3 clusters Score -5502016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5502084.000000 Penalty: 5220.202637
	Iteration 24Q: 3 clusters Score -5502084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5502147.500000 Penalty: 5220.202637
	Iteration 25Q: 3 clusters Score -5502148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -5502191.500000 Penalty: 5220.202637
	Iteration 26Q: 3 clusters Score -5502192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5502241.500000 Penalty: 5220.202637
	Iteration 27Q: 3 clusters Score -5502242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5502269.000000 Penalty: 5220.202637
	Iteration 28Q: 3 clusters Score -5502269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5502288.000000 Penalty: 5220.202637
	Iteration 29Q: 3 clusters Score -5502288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5502314.000000 Penalty: 5220.202637
	Iteration 30Q: 3 clusters Score -5502314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5502325.500000 Penalty: 5220.202637
	Iteration 31Q: 3 clusters Score -5502326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -5502342.500000 Penalty: 5220.202637
	Iteration 32Q: 3 clusters Score -5502342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5502354.000000 Penalty: 5220.202637
	Iteration 33Q: 3 clusters Score -5502354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5502369.500000 Penalty: 5220.202637
	Iteration 34Q: 3 clusters Score -5502370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -5502374.000000 Penalty: 5220.202637
	Iteration 35Q: 3 clusters Score -5502374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5502382.500000 Penalty: 5220.202637
	Iteration 36Q: 3 clusters Score -5502382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5502390.500000 Penalty: 5220.202637
	Iteration 37Q: 3 clusters Score -5502390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -5502398.000000 Penalty: 5220.202637
	Iteration 38Q: 3 clusters Score -5502398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5502403.500000 Penalty: 5220.202637
	Iteration 39Q: 3 clusters Score -5502404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5502402.500000 Penalty: 5220.202637
	Iteration 40F: 3 clusters Score -5502402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5502407.000000 Penalty: 5220.202637
	Iteration 41Q: 3 clusters Score -5502407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5502413.000000 Penalty: 5220.202637
	Iteration 42Q: 3 clusters Score -5502413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5502410.000000 Penalty: 5220.202637
	Iteration 43Q: 3 clusters Score -5502410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5502415.500000 Penalty: 5220.202637
	Iteration 44Q: 3 clusters Score -5502416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5502422.000000 Penalty: 5220.202637
	Iteration 45Q: 3 clusters Score -5502422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5502424.500000 Penalty: 5220.202637
	Iteration 46Q: 3 clusters Score -5502424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5502430.500000 Penalty: 5220.202637
	Iteration 47Q: 3 clusters Score -5502430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5502431.000000 Penalty: 5220.202637
	Iteration 48Q: 3 clusters Score -5502431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -5502430.000000 Penalty: 5220.202637
	Iteration 49Q: 3 clusters Score -5502430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5502430.000000 Penalty: 5220.202637
	Iteration 50Q: 3 clusters Score -5502430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5502433.500000 Penalty: 5220.202637
	Iteration 51Q: 3 clusters Score -5502434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5502434.500000 Penalty: 5220.202637
	Iteration 52Q: 3 clusters Score -5502434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5502434.500000 Penalty: 5220.202637
	Iteration 53F: 3 clusters Score -5502434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (120867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Entering Unmasked Estep 
Score: -17772472.000000 Penalty: 2902.206543
	Iteration 0F: 2 clusters Score -1.777247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -17694574.000000 Penalty: 5804.413086
	Iteration 0F: 3 clusters Score -1.769457e+07 nChanged 57578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -17728048.000000 Penalty: 5804.413086
	Iteration 1F: 3 clusters Score -1.772805e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -17728946.000000 Penalty: 5804.413086
	Iteration 2Q: 3 clusters Score -1.772895e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -17730160.000000 Penalty: 5804.413086
	Iteration 3Q: 3 clusters Score -1.773016e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -17731776.000000 Penalty: 5804.413086
	Iteration 4Q: 3 clusters Score -1.773178e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -17734554.000000 Penalty: 5804.413086
	Iteration 5Q: 3 clusters Score -1.773455e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -17738354.000000 Penalty: 5804.413086
	Iteration 6F: 3 clusters Score -1.773835e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -17743342.000000 Penalty: 5804.413086
	Iteration 7F: 3 clusters Score -1.774334e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -17748878.000000 Penalty: 5804.413086
	Iteration 8F: 3 clusters Score -1.774888e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -17754028.000000 Penalty: 5804.413086
	Iteration 9F: 3 clusters Score -1.775403e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -17757640.000000 Penalty: 5804.413086
	Iteration 10Q: 3 clusters Score -1.775764e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -17760086.000000 Penalty: 5804.413086
	Iteration 11Q: 3 clusters Score -1.776009e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -17761694.000000 Penalty: 5804.413086
	Iteration 12Q: 3 clusters Score -1.776169e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -17762800.000000 Penalty: 5804.413086
	Iteration 13Q: 3 clusters Score -1.77628e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -17763786.000000 Penalty: 5804.413086
	Iteration 14Q: 3 clusters Score -1.776379e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -17764664.000000 Penalty: 5804.413086
	Iteration 15Q: 3 clusters Score -1.776466e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -17765406.000000 Penalty: 5804.413086
	Iteration 16Q: 3 clusters Score -1.776541e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -17766294.000000 Penalty: 5804.413086
	Iteration 17Q: 3 clusters Score -1.776629e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -17766894.000000 Penalty: 5804.413086
	Iteration 18Q: 3 clusters Score -1.776689e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -17767426.000000 Penalty: 5804.413086
	Iteration 19Q: 3 clusters Score -1.776743e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -17767880.000000 Penalty: 5804.413086
	Iteration 20F: 3 clusters Score -1.776788e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -17768286.000000 Penalty: 5804.413086
	Iteration 21Q: 3 clusters Score -1.776829e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -17768578.000000 Penalty: 5804.413086
	Iteration 22Q: 3 clusters Score -1.776858e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -17768828.000000 Penalty: 5804.413086
	Iteration 23Q: 3 clusters Score -1.776883e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -17769014.000000 Penalty: 5804.413086
	Iteration 24Q: 3 clusters Score -1.776901e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -17769200.000000 Penalty: 5804.413086
	Iteration 25Q: 3 clusters Score -1.77692e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17769356.000000 Penalty: 5804.413086
	Iteration 26Q: 3 clusters Score -1.776936e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -17769492.000000 Penalty: 5804.413086
	Iteration 27Q: 3 clusters Score -1.776949e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -17769628.000000 Penalty: 5804.413086
	Iteration 28Q: 3 clusters Score -1.776963e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -17769658.000000 Penalty: 5804.413086
	Iteration 29Q: 3 clusters Score -1.776966e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17769758.000000 Penalty: 5804.413086
	Iteration 30Q: 3 clusters Score -1.776976e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17769794.000000 Penalty: 5804.413086
	Iteration 31Q: 3 clusters Score -1.776979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -17769828.000000 Penalty: 5804.413086
	Iteration 32Q: 3 clusters Score -1.776983e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -17769892.000000 Penalty: 5804.413086
	Iteration 33Q: 3 clusters Score -1.776989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17769944.000000 Penalty: 5804.413086
	Iteration 34Q: 3 clusters Score -1.776994e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -17769964.000000 Penalty: 5804.413086
	Iteration 35Q: 3 clusters Score -1.776996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17769994.000000 Penalty: 5804.413086
	Iteration 36Q: 3 clusters Score -1.776999e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -17769986.000000 Penalty: 5804.413086
	Iteration 37Q: 3 clusters Score -1.776999e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -17770000.000000 Penalty: 5804.413086
	Iteration 38Q: 3 clusters Score -1.777e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17770008.000000 Penalty: 5804.413086
	Iteration 39Q: 3 clusters Score -1.777001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -17770038.000000 Penalty: 5804.413086
	Iteration 40F: 3 clusters Score -1.777004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119459 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17770058.000000 Penalty: 5804.413086
	Iteration 41Q: 3 clusters Score -1.777006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17770064.000000 Penalty: 5804.413086
	Iteration 42Q: 3 clusters Score -1.777006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17770080.000000 Penalty: 5804.413086
	Iteration 43Q: 3 clusters Score -1.777008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119539 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17770094.000000 Penalty: 5804.413086
	Iteration 44Q: 3 clusters Score -1.777009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -17770080.000000 Penalty: 5804.413086
	Iteration 45Q: 3 clusters Score -1.777008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -17770088.000000 Penalty: 5804.413086
	Iteration 46Q: 3 clusters Score -1.777009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17770086.000000 Penalty: 5804.413086
	Iteration 47Q: 3 clusters Score -1.777009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17770084.000000 Penalty: 5804.413086
	Iteration 48Q: 3 clusters Score -1.777008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17770086.000000 Penalty: 5804.413086
	Iteration 49Q: 3 clusters Score -1.777009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17770094.000000 Penalty: 5804.413086
	Iteration 50Q: 3 clusters Score -1.777009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119570 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17770086.000000 Penalty: 5804.413086
	Iteration 51Q: 3 clusters Score -1.777009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17770094.000000 Penalty: 5804.413086
	Iteration 52Q: 3 clusters Score -1.777009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17770090.000000 Penalty: 5804.413086
	Iteration 53Q: 3 clusters Score -1.777009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17770098.000000 Penalty: 5804.413086
	Iteration 54Q: 3 clusters Score -1.77701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -17770110.000000 Penalty: 5804.413086
	Iteration 55Q: 3 clusters Score -1.777011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17770104.000000 Penalty: 5804.413086
	Iteration 56Q: 3 clusters Score -1.77701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17770090.000000 Penalty: 5804.413086
	Iteration 57Q: 3 clusters Score -1.777009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17770102.000000 Penalty: 5804.413086
	Iteration 58Q: 3 clusters Score -1.77701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119595 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17770102.000000 Penalty: 5804.413086
	Iteration 59Q: 3 clusters Score -1.77701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17770094.000000 Penalty: 5804.413086
	Iteration 60F: 3 clusters Score -1.777009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17770104.000000 Penalty: 5804.413086
	Iteration 61Q: 3 clusters Score -1.77701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17770108.000000 Penalty: 5804.413086
	Iteration 62Q: 3 clusters Score -1.777011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -17770110.000000 Penalty: 5804.413086
	Iteration 63Q: 3 clusters Score -1.777011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17770114.000000 Penalty: 5804.413086
	Iteration 64Q: 3 clusters Score -1.777011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17770142.000000 Penalty: 5804.413086
	Iteration 65Q: 3 clusters Score -1.777014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119654 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17770140.000000 Penalty: 5804.413086
	Iteration 66Q: 3 clusters Score -1.777014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -17770130.000000 Penalty: 5804.413086
	Iteration 67Q: 3 clusters Score -1.777013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17770134.000000 Penalty: 5804.413086
	Iteration 68Q: 3 clusters Score -1.777013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17770138.000000 Penalty: 5804.413086
	Iteration 69Q: 3 clusters Score -1.777014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17770146.000000 Penalty: 5804.413086
	Iteration 70Q: 3 clusters Score -1.777015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119668 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17770144.000000 Penalty: 5804.413086
	Iteration 71Q: 3 clusters Score -1.777014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17770134.000000 Penalty: 5804.413086
	Iteration 72Q: 3 clusters Score -1.777013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17770142.000000 Penalty: 5804.413086
	Iteration 73Q: 3 clusters Score -1.777014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17770144.000000 Penalty: 5804.413086
	Iteration 74Q: 3 clusters Score -1.777014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17770144.000000 Penalty: 5804.413086
	Iteration 75Q: 3 clusters Score -1.777014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119679 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17770142.000000 Penalty: 5804.413086
	Iteration 76Q: 3 clusters Score -1.777014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17770156.000000 Penalty: 5804.413086
	Iteration 77Q: 3 clusters Score -1.777016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17770156.000000 Penalty: 5804.413086
	Iteration 78F: 3 clusters Score -1.777016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Entering Unmasked Estep 
Score: -3988153.000000 Penalty: 2541.626709
	Iteration 0F: 2 clusters Score -3988153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3968776.500000 Penalty: 5083.253418
	Iteration 0F: 3 clusters Score -3968776 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3976008.750000 Penalty: 5083.253418
	Iteration 1F: 3 clusters Score -3976009 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3977211.000000 Penalty: 5083.253418
	Iteration 2F: 3 clusters Score -3977211 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3978674.250000 Penalty: 5083.253418
	Iteration 3F: 3 clusters Score -3978674 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3980265.500000 Penalty: 5083.253418
	Iteration 4F: 3 clusters Score -3980266 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3981949.000000 Penalty: 5083.253418
	Iteration 5F: 3 clusters Score -3981949 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3983634.250000 Penalty: 5083.253418
	Iteration 6F: 3 clusters Score -3983634 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3985024.250000 Penalty: 5083.253418
	Iteration 7Q: 3 clusters Score -3985024 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3985895.250000 Penalty: 5083.253418
	Iteration 8Q: 3 clusters Score -3985895 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3986264.000000 Penalty: 5083.253418
	Iteration 9Q: 3 clusters Score -3986264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3986425.250000 Penalty: 5083.253418
	Iteration 10Q: 3 clusters Score -3986425 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3986518.500000 Penalty: 5083.253418
	Iteration 11Q: 3 clusters Score -3986518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3986566.500000 Penalty: 5083.253418
	Iteration 12Q: 3 clusters Score -3986566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3986609.500000 Penalty: 5083.253418
	Iteration 13Q: 3 clusters Score -3986610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3986628.500000 Penalty: 5083.253418
	Iteration 14Q: 3 clusters Score -3986628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3986662.250000 Penalty: 5083.253418
	Iteration 15Q: 3 clusters Score -3986662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3986679.250000 Penalty: 5083.253418
	Iteration 16Q: 3 clusters Score -3986679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3986716.000000 Penalty: 5083.253418
	Iteration 17Q: 3 clusters Score -3986716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3986735.500000 Penalty: 5083.253418
	Iteration 18Q: 3 clusters Score -3986736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3986760.500000 Penalty: 5083.253418
	Iteration 19Q: 3 clusters Score -3986760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3986770.500000 Penalty: 5083.253418
	Iteration 20F: 3 clusters Score -3986770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3986786.750000 Penalty: 5083.253418
	Iteration 21Q: 3 clusters Score -3986787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3986802.250000 Penalty: 5083.253418
	Iteration 22Q: 3 clusters Score -3986802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3986804.750000 Penalty: 5083.253418
	Iteration 23Q: 3 clusters Score -3986805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3986801.250000 Penalty: 5083.253418
	Iteration 24Q: 3 clusters Score -3986801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3986802.750000 Penalty: 5083.253418
	Iteration 25Q: 3 clusters Score -3986803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3986810.000000 Penalty: 5083.253418
	Iteration 26Q: 3 clusters Score -3986810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3986821.750000 Penalty: 5083.253418
	Iteration 27Q: 3 clusters Score -3986822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3986816.000000 Penalty: 5083.253418
	Iteration 28Q: 3 clusters Score -3986816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3986819.750000 Penalty: 5083.253418
	Iteration 29Q: 3 clusters Score -3986820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3986838.250000 Penalty: 5083.253418
	Iteration 30Q: 3 clusters Score -3986838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3986853.000000 Penalty: 5083.253418
	Iteration 31Q: 3 clusters Score -3986853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3986858.500000 Penalty: 5083.253418
	Iteration 32Q: 3 clusters Score -3986858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3986861.000000 Penalty: 5083.253418
	Iteration 33Q: 3 clusters Score -3986861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3986863.000000 Penalty: 5083.253418
	Iteration 34Q: 3 clusters Score -3986863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3986871.250000 Penalty: 5083.253418
	Iteration 35Q: 3 clusters Score -3986871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3986878.500000 Penalty: 5083.253418
	Iteration 36Q: 3 clusters Score -3986878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3986874.000000 Penalty: 5083.253418
	Iteration 37Q: 3 clusters Score -3986874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3986884.500000 Penalty: 5083.253418
	Iteration 38Q: 3 clusters Score -3986884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3986880.750000 Penalty: 5083.253418
	Iteration 39Q: 3 clusters Score -3986881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3986882.500000 Penalty: 5083.253418
	Iteration 40F: 3 clusters Score -3986882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3986883.500000 Penalty: 5083.253418
	Iteration 41Q: 3 clusters Score -3986884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3986881.000000 Penalty: 5083.253418
	Iteration 42Q: 3 clusters Score -3986881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3986888.000000 Penalty: 5083.253418
	Iteration 43Q: 3 clusters Score -3986888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3986889.500000 Penalty: 5083.253418
	Iteration 44Q: 3 clusters Score -3986890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3986886.750000 Penalty: 5083.253418
	Iteration 45Q: 3 clusters Score -3986887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3986886.000000 Penalty: 5083.253418
	Iteration 46Q: 3 clusters Score -3986886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3986893.750000 Penalty: 5083.253418
	Iteration 47Q: 3 clusters Score -3986894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3986887.500000 Penalty: 5083.253418
	Iteration 48Q: 3 clusters Score -3986888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3986887.500000 Penalty: 5083.253418
	Iteration 49Q: 3 clusters Score -3986888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3986893.500000 Penalty: 5083.253418
	Iteration 50Q: 3 clusters Score -3986894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3986891.000000 Penalty: 5083.253418
	Iteration 51Q: 3 clusters Score -3986891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3986894.000000 Penalty: 5083.253418
	Iteration 52Q: 3 clusters Score -3986894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3986898.250000 Penalty: 5083.253418
	Iteration 53Q: 3 clusters Score -3986898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3986895.750000 Penalty: 5083.253418
	Iteration 54Q: 3 clusters Score -3986896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3986897.250000 Penalty: 5083.253418
	Iteration 55Q: 3 clusters Score -3986897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3986897.000000 Penalty: 5083.253418
	Iteration 56Q: 3 clusters Score -3986897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3986902.250000 Penalty: 5083.253418
	Iteration 57Q: 3 clusters Score -3986902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3986899.250000 Penalty: 5083.253418
	Iteration 58Q: 3 clusters Score -3986899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3986906.000000 Penalty: 5083.253418
	Iteration 59Q: 3 clusters Score -3986906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3986902.500000 Penalty: 5083.253418
	Iteration 60F: 3 clusters Score -3986902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3986905.000000 Penalty: 5083.253418
	Iteration 61Q: 3 clusters Score -3986905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3986901.250000 Penalty: 5083.253418
	Iteration 62Q: 3 clusters Score -3986901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3986908.500000 Penalty: 5083.253418
	Iteration 63Q: 3 clusters Score -3986908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3986912.250000 Penalty: 5083.253418
	Iteration 64Q: 3 clusters Score -3986912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3986909.750000 Penalty: 5083.253418
	Iteration 65Q: 3 clusters Score -3986910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3986914.750000 Penalty: 5083.253418
	Iteration 66Q: 3 clusters Score -3986915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3986919.000000 Penalty: 5083.253418
	Iteration 67Q: 3 clusters Score -3986919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3986923.500000 Penalty: 5083.253418
	Iteration 68Q: 3 clusters Score -3986924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3986928.000000 Penalty: 5083.253418
	Iteration 69Q: 3 clusters Score -3986928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3986927.750000 Penalty: 5083.253418
	Iteration 70Q: 3 clusters Score -3986928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3986930.000000 Penalty: 5083.253418
	Iteration 71Q: 3 clusters Score -3986930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3986925.500000 Penalty: 5083.253418
	Iteration 72Q: 3 clusters Score -3986926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3986926.750000 Penalty: 5083.253418
	Iteration 73Q: 3 clusters Score -3986927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3986935.000000 Penalty: 5083.253418
	Iteration 74Q: 3 clusters Score -3986935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3986934.000000 Penalty: 5083.253418
	Iteration 75Q: 3 clusters Score -3986934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3986936.750000 Penalty: 5083.253418
	Iteration 76Q: 3 clusters Score -3986937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3986946.750000 Penalty: 5083.253418
	Iteration 77Q: 3 clusters Score -3986947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3986946.250000 Penalty: 5083.253418
	Iteration 78Q: 3 clusters Score -3986946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3986940.000000 Penalty: 5083.253418
	Iteration 79Q: 3 clusters Score -3986940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3986935.500000 Penalty: 5083.253418
	Iteration 80F: 3 clusters Score -3986936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3986940.000000 Penalty: 5083.253418
	Iteration 81Q: 3 clusters Score -3986940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3986938.750000 Penalty: 5083.253418
	Iteration 82Q: 3 clusters Score -3986939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3986938.500000 Penalty: 5083.253418
	Iteration 83Q: 3 clusters Score -3986938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3986938.500000 Penalty: 5083.253418
	Iteration 84F: 3 clusters Score -3986938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Entering Unmasked Estep 
Score: -6555777.500000 Penalty: 2654.488281
	Iteration 0F: 2 clusters Score -6555778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -6525825.000000 Penalty: 5308.976562
	Iteration 0F: 3 clusters Score -6525825 nChanged 20270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6536728.500000 Penalty: 5308.976562
	Iteration 1F: 3 clusters Score -6536728 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6537218.500000 Penalty: 5308.976562
	Iteration 2Q: 3 clusters Score -6537218 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6537672.000000 Penalty: 5308.976562
	Iteration 3Q: 3 clusters Score -6537672 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -6538173.500000 Penalty: 5308.976562
	Iteration 4Q: 3 clusters Score -6538174 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -6538839.500000 Penalty: 5308.976562
	Iteration 5Q: 3 clusters Score -6538840 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6539744.000000 Penalty: 5308.976562
	Iteration 6Q: 3 clusters Score -6539744 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6541254.000000 Penalty: 5308.976562
	Iteration 7F: 3 clusters Score -6541254 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -6543362.500000 Penalty: 5308.976562
	Iteration 8F: 3 clusters Score -6543362 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6545913.500000 Penalty: 5308.976562
	Iteration 9F: 3 clusters Score -6545914 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6548607.000000 Penalty: 5308.976562
	Iteration 10F: 3 clusters Score -6548607 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6550716.000000 Penalty: 5308.976562
	Iteration 11Q: 3 clusters Score -6550716 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6551939.000000 Penalty: 5308.976562
	Iteration 12Q: 3 clusters Score -6551939 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6552578.500000 Penalty: 5308.976562
	Iteration 13Q: 3 clusters Score -6552578 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6552878.000000 Penalty: 5308.976562
	Iteration 14Q: 3 clusters Score -6552878 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6552991.500000 Penalty: 5308.976562
	Iteration 15Q: 3 clusters Score -6552992 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6553084.000000 Penalty: 5308.976562
	Iteration 16Q: 3 clusters Score -6553084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6553126.500000 Penalty: 5308.976562
	Iteration 17Q: 3 clusters Score -6553126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6553184.000000 Penalty: 5308.976562
	Iteration 18Q: 3 clusters Score -6553184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6553222.500000 Penalty: 5308.976562
	Iteration 19Q: 3 clusters Score -6553222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6553266.500000 Penalty: 5308.976562
	Iteration 20F: 3 clusters Score -6553266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6553277.500000 Penalty: 5308.976562
	Iteration 21Q: 3 clusters Score -6553278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6553281.500000 Penalty: 5308.976562
	Iteration 22Q: 3 clusters Score -6553282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6553308.500000 Penalty: 5308.976562
	Iteration 23Q: 3 clusters Score -6553308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6553309.500000 Penalty: 5308.976562
	Iteration 24Q: 3 clusters Score -6553310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6553313.500000 Penalty: 5308.976562
	Iteration 25Q: 3 clusters Score -6553314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6553300.500000 Penalty: 5308.976562
	Iteration 26Q: 3 clusters Score -6553300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6553304.500000 Penalty: 5308.976562
	Iteration 27Q: 3 clusters Score -6553304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6553313.000000 Penalty: 5308.976562
	Iteration 28Q: 3 clusters Score -6553313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6553316.500000 Penalty: 5308.976562
	Iteration 29Q: 3 clusters Score -6553316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6553325.500000 Penalty: 5308.976562
	Iteration 30Q: 3 clusters Score -6553326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6553331.000000 Penalty: 5308.976562
	Iteration 31Q: 3 clusters Score -6553331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6553348.500000 Penalty: 5308.976562
	Iteration 32Q: 3 clusters Score -6553348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6553343.000000 Penalty: 5308.976562
	Iteration 33Q: 3 clusters Score -6553343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6553341.500000 Penalty: 5308.976562
	Iteration 34Q: 3 clusters Score -6553342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6553340.000000 Penalty: 5308.976562
	Iteration 35Q: 3 clusters Score -6553340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6553336.500000 Penalty: 5308.976562
	Iteration 36Q: 3 clusters Score -6553336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6553338.500000 Penalty: 5308.976562
	Iteration 37Q: 3 clusters Score -6553338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6553345.500000 Penalty: 5308.976562
	Iteration 38Q: 3 clusters Score -6553346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6553349.500000 Penalty: 5308.976562
	Iteration 39Q: 3 clusters Score -6553350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6553344.000000 Penalty: 5308.976562
	Iteration 40F: 3 clusters Score -6553344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6553344.500000 Penalty: 5308.976562
	Iteration 41Q: 3 clusters Score -6553344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6553353.000000 Penalty: 5308.976562
	Iteration 42Q: 3 clusters Score -6553353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6553352.000000 Penalty: 5308.976562
	Iteration 43Q: 3 clusters Score -6553352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6553354.000000 Penalty: 5308.976562
	Iteration 44Q: 3 clusters Score -6553354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6553360.000000 Penalty: 5308.976562
	Iteration 45Q: 3 clusters Score -6553360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6553358.000000 Penalty: 5308.976562
	Iteration 46Q: 3 clusters Score -6553358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6553358.500000 Penalty: 5308.976562
	Iteration 47Q: 3 clusters Score -6553358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6553356.500000 Penalty: 5308.976562
	Iteration 48Q: 3 clusters Score -6553356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6553364.000000 Penalty: 5308.976562
	Iteration 49Q: 3 clusters Score -6553364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6553364.000000 Penalty: 5308.976562
	Iteration 50F: 3 clusters Score -6553364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Entering Unmasked Estep 
Score: -16051124.000000 Penalty: 2877.041260
	Iteration 0F: 2 clusters Score -1.605112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -15979638.000000 Penalty: 5754.082520
	Iteration 0F: 3 clusters Score -1.597964e+07 nChanged 51585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -16009335.000000 Penalty: 5754.082520
	Iteration 1F: 3 clusters Score -1.600934e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -16010250.000000 Penalty: 5754.082520
	Iteration 2Q: 3 clusters Score -1.601025e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -16011438.000000 Penalty: 5754.082520
	Iteration 3Q: 3 clusters Score -1.601144e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -16013226.000000 Penalty: 5754.082520
	Iteration 4Q: 3 clusters Score -1.601323e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -16016122.000000 Penalty: 5754.082520
	Iteration 5Q: 3 clusters Score -1.601612e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -16020292.000000 Penalty: 5754.082520
	Iteration 6F: 3 clusters Score -1.602029e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -16025786.000000 Penalty: 5754.082520
	Iteration 7F: 3 clusters Score -1.602579e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -16031390.000000 Penalty: 5754.082520
	Iteration 8F: 3 clusters Score -1.603139e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -16034931.000000 Penalty: 5754.082520
	Iteration 9F: 3 clusters Score -1.603493e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -16036515.000000 Penalty: 5754.082520
	Iteration 10Q: 3 clusters Score -1.603652e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -16037283.000000 Penalty: 5754.082520
	Iteration 11Q: 3 clusters Score -1.603728e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -16037769.000000 Penalty: 5754.082520
	Iteration 12Q: 3 clusters Score -1.603777e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -16038257.000000 Penalty: 5754.082520
	Iteration 13Q: 3 clusters Score -1.603826e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -16038733.000000 Penalty: 5754.082520
	Iteration 14Q: 3 clusters Score -1.603873e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -16039309.000000 Penalty: 5754.082520
	Iteration 15Q: 3 clusters Score -1.603931e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -16039799.000000 Penalty: 5754.082520
	Iteration 16Q: 3 clusters Score -1.60398e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -16040368.000000 Penalty: 5754.082520
	Iteration 17Q: 3 clusters Score -1.604037e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -16040982.000000 Penalty: 5754.082520
	Iteration 18Q: 3 clusters Score -1.604098e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -16041714.000000 Penalty: 5754.082520
	Iteration 19Q: 3 clusters Score -1.604171e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -16042382.000000 Penalty: 5754.082520
	Iteration 20F: 3 clusters Score -1.604238e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -16043024.000000 Penalty: 5754.082520
	Iteration 21Q: 3 clusters Score -1.604302e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -16043779.000000 Penalty: 5754.082520
	Iteration 22Q: 3 clusters Score -1.604378e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -16044572.000000 Penalty: 5754.082520
	Iteration 23Q: 3 clusters Score -1.604457e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -16045316.000000 Penalty: 5754.082520
	Iteration 24Q: 3 clusters Score -1.604532e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -16045938.000000 Penalty: 5754.082520
	Iteration 25Q: 3 clusters Score -1.604594e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -16046399.000000 Penalty: 5754.082520
	Iteration 26Q: 3 clusters Score -1.60464e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -16046985.000000 Penalty: 5754.082520
	Iteration 27Q: 3 clusters Score -1.604698e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -16047458.000000 Penalty: 5754.082520
	Iteration 28Q: 3 clusters Score -1.604746e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -16047832.000000 Penalty: 5754.082520
	Iteration 29Q: 3 clusters Score -1.604783e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -16048252.000000 Penalty: 5754.082520
	Iteration 30Q: 3 clusters Score -1.604825e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -16048497.000000 Penalty: 5754.082520
	Iteration 31Q: 3 clusters Score -1.60485e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -16048735.000000 Penalty: 5754.082520
	Iteration 32Q: 3 clusters Score -1.604874e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -16048801.000000 Penalty: 5754.082520
	Iteration 33Q: 3 clusters Score -1.60488e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -16048880.000000 Penalty: 5754.082520
	Iteration 34Q: 3 clusters Score -1.604888e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -16048952.000000 Penalty: 5754.082520
	Iteration 35Q: 3 clusters Score -1.604895e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -16048978.000000 Penalty: 5754.082520
	Iteration 36Q: 3 clusters Score -1.604898e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -16049014.000000 Penalty: 5754.082520
	Iteration 37Q: 3 clusters Score -1.604901e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -16049038.000000 Penalty: 5754.082520
	Iteration 38Q: 3 clusters Score -1.604904e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -16049065.000000 Penalty: 5754.082520
	Iteration 39Q: 3 clusters Score -1.604906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -16049082.000000 Penalty: 5754.082520
	Iteration 40F: 3 clusters Score -1.604908e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -16049096.000000 Penalty: 5754.082520
	Iteration 41Q: 3 clusters Score -1.60491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 107786 members 
Entering Unmasked Estep 
Score: -16049074.000000 Penalty: 5754.082520
	Iteration 42Q: 3 clusters Score -1.604907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -16049108.000000 Penalty: 5754.082520
	Iteration 43Q: 3 clusters Score -1.604911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -16049126.000000 Penalty: 5754.082520
	Iteration 44Q: 3 clusters Score -1.604913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -16049120.000000 Penalty: 5754.082520
	Iteration 45Q: 3 clusters Score -1.604912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -16049114.000000 Penalty: 5754.082520
	Iteration 46Q: 3 clusters Score -1.604911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -16049117.000000 Penalty: 5754.082520
	Iteration 47Q: 3 clusters Score -1.604912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -16049102.000000 Penalty: 5754.082520
	Iteration 48Q: 3 clusters Score -1.60491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -16049110.000000 Penalty: 5754.082520
	Iteration 49Q: 3 clusters Score -1.604911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -16049114.000000 Penalty: 5754.082520
	Iteration 50Q: 3 clusters Score -1.604911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -16049108.000000 Penalty: 5754.082520
	Iteration 51Q: 3 clusters Score -1.604911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -16049121.000000 Penalty: 5754.082520
	Iteration 52Q: 3 clusters Score -1.604912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -16049127.000000 Penalty: 5754.082520
	Iteration 53Q: 3 clusters Score -1.604913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -16049125.000000 Penalty: 5754.082520
	Iteration 54Q: 3 clusters Score -1.604912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -16049127.000000 Penalty: 5754.082520
	Iteration 55Q: 3 clusters Score -1.604913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -16049127.000000 Penalty: 5754.082520
	Iteration 56Q: 3 clusters Score -1.604913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -16049126.000000 Penalty: 5754.082520
	Iteration 57Q: 3 clusters Score -1.604913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -16049125.000000 Penalty: 5754.082520
	Iteration 58Q: 3 clusters Score -1.604912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -16049126.000000 Penalty: 5754.082520
	Iteration 59Q: 3 clusters Score -1.604913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -16049120.000000 Penalty: 5754.082520
	Iteration 60F: 3 clusters Score -1.604912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -16049131.000000 Penalty: 5754.082520
	Iteration 61Q: 3 clusters Score -1.604913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -16049133.000000 Penalty: 5754.082520
	Iteration 62Q: 3 clusters Score -1.604913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -16049143.000000 Penalty: 5754.082520
	Iteration 63Q: 3 clusters Score -1.604914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -16049141.000000 Penalty: 5754.082520
	Iteration 64Q: 3 clusters Score -1.604914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -16049127.000000 Penalty: 5754.082520
	Iteration 65Q: 3 clusters Score -1.604913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
Score: -16049124.000000 Penalty: 5754.082520
	Iteration 66Q: 3 clusters Score -1.604912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -16049122.000000 Penalty: 5754.082520
	Iteration 67Q: 3 clusters Score -1.604912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -16049135.000000 Penalty: 5754.082520
	Iteration 68Q: 3 clusters Score -1.604914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -16049142.000000 Penalty: 5754.082520
	Iteration 69Q: 3 clusters Score -1.604914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -16049141.000000 Penalty: 5754.082520
	Iteration 70Q: 3 clusters Score -1.604914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -16049143.000000 Penalty: 5754.082520
	Iteration 71Q: 3 clusters Score -1.604914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -16049142.000000 Penalty: 5754.082520
	Iteration 72Q: 3 clusters Score -1.604914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -16049138.000000 Penalty: 5754.082520
	Iteration 73Q: 3 clusters Score -1.604914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 108113 members 
Entering Unmasked Estep 
Score: -16049138.000000 Penalty: 5754.082520
	Iteration 74Q: 3 clusters Score -1.604914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -16049128.000000 Penalty: 5754.082520
	Iteration 75Q: 3 clusters Score -1.604913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -16049136.000000 Penalty: 5754.082520
	Iteration 76Q: 3 clusters Score -1.604914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -16049136.000000 Penalty: 5754.082520
	Iteration 77F: 3 clusters Score -1.604914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -13780.234375 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -13780.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12841.445312 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -12841.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12887.625000 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -12887.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12893.397461 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -12893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12898.506836 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -12898.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12898.506836 Penalty: 2488.570801
	Iteration 4F: 3 clusters Score -12898.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Entering Unmasked Estep 
Score: -3782557.750000 Penalty: 2519.964844
	Iteration 0F: 2 clusters Score -3782558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3764754.000000 Penalty: 5039.929688
	Iteration 0F: 3 clusters Score -3764754 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3770772.500000 Penalty: 5039.929688
	Iteration 1F: 3 clusters Score -3770772 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3771271.500000 Penalty: 5039.929688
	Iteration 2F: 3 clusters Score -3771272 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3771808.750000 Penalty: 5039.929688
	Iteration 3Q: 3 clusters Score -3771809 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3772503.500000 Penalty: 5039.929688
	Iteration 4F: 3 clusters Score -3772504 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3773405.250000 Penalty: 5039.929688
	Iteration 5F: 3 clusters Score -3773405 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3774675.500000 Penalty: 5039.929688
	Iteration 6F: 3 clusters Score -3774676 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3776285.750000 Penalty: 5039.929688
	Iteration 7F: 3 clusters Score -3776286 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3777813.000000 Penalty: 5039.929688
	Iteration 8F: 3 clusters Score -3777813 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3778976.250000 Penalty: 5039.929688
	Iteration 9Q: 3 clusters Score -3778976 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3779680.000000 Penalty: 5039.929688
	Iteration 10Q: 3 clusters Score -3779680 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3779999.000000 Penalty: 5039.929688
	Iteration 11Q: 3 clusters Score -3779999 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3780144.000000 Penalty: 5039.929688
	Iteration 12Q: 3 clusters Score -3780144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3780220.750000 Penalty: 5039.929688
	Iteration 13Q: 3 clusters Score -3780221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3780264.750000 Penalty: 5039.929688
	Iteration 14Q: 3 clusters Score -3780265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3780287.250000 Penalty: 5039.929688
	Iteration 15Q: 3 clusters Score -3780287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3780312.000000 Penalty: 5039.929688
	Iteration 16Q: 3 clusters Score -3780312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3780329.000000 Penalty: 5039.929688
	Iteration 17Q: 3 clusters Score -3780329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3780343.000000 Penalty: 5039.929688
	Iteration 18Q: 3 clusters Score -3780343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3780365.500000 Penalty: 5039.929688
	Iteration 19Q: 3 clusters Score -3780366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3780379.500000 Penalty: 5039.929688
	Iteration 20F: 3 clusters Score -3780380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3780395.500000 Penalty: 5039.929688
	Iteration 21Q: 3 clusters Score -3780396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3780401.500000 Penalty: 5039.929688
	Iteration 22Q: 3 clusters Score -3780402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3780413.250000 Penalty: 5039.929688
	Iteration 23Q: 3 clusters Score -3780413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3780417.500000 Penalty: 5039.929688
	Iteration 24Q: 3 clusters Score -3780418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3780420.750000 Penalty: 5039.929688
	Iteration 25Q: 3 clusters Score -3780421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3780427.250000 Penalty: 5039.929688
	Iteration 26Q: 3 clusters Score -3780427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3780436.000000 Penalty: 5039.929688
	Iteration 27Q: 3 clusters Score -3780436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3780439.500000 Penalty: 5039.929688
	Iteration 28Q: 3 clusters Score -3780440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3780445.500000 Penalty: 5039.929688
	Iteration 29Q: 3 clusters Score -3780446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3780447.000000 Penalty: 5039.929688
	Iteration 30Q: 3 clusters Score -3780447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3780453.750000 Penalty: 5039.929688
	Iteration 31Q: 3 clusters Score -3780454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3780453.250000 Penalty: 5039.929688
	Iteration 32Q: 3 clusters Score -3780453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3780456.750000 Penalty: 5039.929688
	Iteration 33Q: 3 clusters Score -3780457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3780462.000000 Penalty: 5039.929688
	Iteration 34Q: 3 clusters Score -3780462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3780468.250000 Penalty: 5039.929688
	Iteration 35Q: 3 clusters Score -3780468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3780465.000000 Penalty: 5039.929688
	Iteration 36Q: 3 clusters Score -3780465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3780466.000000 Penalty: 5039.929688
	Iteration 37Q: 3 clusters Score -3780466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3780466.000000 Penalty: 5039.929688
	Iteration 38F: 3 clusters Score -3780466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -78626.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -78626.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77034.195312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -77034.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77294.507812 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -77294.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77392.351562 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -77392.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77490.960938 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -77490.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77606.640625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -77606.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77698.742188 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -77698.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77783.218750 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -77783.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77850.171875 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -77850.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77915.609375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -77915.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77988.648438 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -77988.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78045.250000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -78045.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78092.031250 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -78092.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78121.492188 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -78121.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78159.351562 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -78159.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78191.992188 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -78191.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78231.742188 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -78231.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78302.578125 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -78302.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78341.359375 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -78341.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78355.914062 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -78355.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78359.882812 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -78359.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78360.156250 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -78360.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78362.640625 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -78362.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78362.640625 Penalty: 3193.125000
	Iteration 22F: 3 clusters Score -78362.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Entering Unmasked Estep 
Score: -5460288.000000 Penalty: 2615.564209
	Iteration 0F: 2 clusters Score -5460288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5434474.500000 Penalty: 5231.128418
	Iteration 0F: 3 clusters Score -5434474 nChanged 17379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5444073.500000 Penalty: 5231.128418
	Iteration 1F: 3 clusters Score -5444074 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5444656.500000 Penalty: 5231.128418
	Iteration 2Q: 3 clusters Score -5444656 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5445228.000000 Penalty: 5231.128418
	Iteration 3Q: 3 clusters Score -5445228 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5446026.000000 Penalty: 5231.128418
	Iteration 4Q: 3 clusters Score -5446026 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5447156.500000 Penalty: 5231.128418
	Iteration 5Q: 3 clusters Score -5447156 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -5448712.000000 Penalty: 5231.128418
	Iteration 6F: 3 clusters Score -5448712 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5450597.000000 Penalty: 5231.128418
	Iteration 7F: 3 clusters Score -5450597 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5452612.500000 Penalty: 5231.128418
	Iteration 8F: 3 clusters Score -5452612 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5454478.000000 Penalty: 5231.128418
	Iteration 9F: 3 clusters Score -5454478 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5455894.500000 Penalty: 5231.128418
	Iteration 10Q: 3 clusters Score -5455894 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5456838.000000 Penalty: 5231.128418
	Iteration 11Q: 3 clusters Score -5456838 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5457464.000000 Penalty: 5231.128418
	Iteration 12Q: 3 clusters Score -5457464 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5457833.000000 Penalty: 5231.128418
	Iteration 13Q: 3 clusters Score -5457833 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5458110.000000 Penalty: 5231.128418
	Iteration 14Q: 3 clusters Score -5458110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5458280.000000 Penalty: 5231.128418
	Iteration 15Q: 3 clusters Score -5458280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5458379.500000 Penalty: 5231.128418
	Iteration 16Q: 3 clusters Score -5458380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5458470.000000 Penalty: 5231.128418
	Iteration 17Q: 3 clusters Score -5458470 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5458537.500000 Penalty: 5231.128418
	Iteration 18Q: 3 clusters Score -5458538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5458614.500000 Penalty: 5231.128418
	Iteration 19Q: 3 clusters Score -5458614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5458637.000000 Penalty: 5231.128418
	Iteration 20F: 3 clusters Score -5458637 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5458666.500000 Penalty: 5231.128418
	Iteration 21Q: 3 clusters Score -5458666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5458701.000000 Penalty: 5231.128418
	Iteration 22Q: 3 clusters Score -5458701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5458713.000000 Penalty: 5231.128418
	Iteration 23Q: 3 clusters Score -5458713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5458720.000000 Penalty: 5231.128418
	Iteration 24Q: 3 clusters Score -5458720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5458724.000000 Penalty: 5231.128418
	Iteration 25Q: 3 clusters Score -5458724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5458734.000000 Penalty: 5231.128418
	Iteration 26Q: 3 clusters Score -5458734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5458734.000000 Penalty: 5231.128418
	Iteration 27Q: 3 clusters Score -5458734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5458744.500000 Penalty: 5231.128418
	Iteration 28Q: 3 clusters Score -5458744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5458741.000000 Penalty: 5231.128418
	Iteration 29Q: 3 clusters Score -5458741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5458752.500000 Penalty: 5231.128418
	Iteration 30Q: 3 clusters Score -5458752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5458756.500000 Penalty: 5231.128418
	Iteration 31Q: 3 clusters Score -5458756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5458750.500000 Penalty: 5231.128418
	Iteration 32Q: 3 clusters Score -5458750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5458748.000000 Penalty: 5231.128418
	Iteration 33Q: 3 clusters Score -5458748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5458749.000000 Penalty: 5231.128418
	Iteration 34Q: 3 clusters Score -5458749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5458752.500000 Penalty: 5231.128418
	Iteration 35Q: 3 clusters Score -5458752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5458750.500000 Penalty: 5231.128418
	Iteration 36Q: 3 clusters Score -5458750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5458756.000000 Penalty: 5231.128418
	Iteration 37Q: 3 clusters Score -5458756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5458754.000000 Penalty: 5231.128418
	Iteration 38Q: 3 clusters Score -5458754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5458753.000000 Penalty: 5231.128418
	Iteration 39Q: 3 clusters Score -5458753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5458753.500000 Penalty: 5231.128418
	Iteration 40F: 3 clusters Score -5458754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5458756.000000 Penalty: 5231.128418
	Iteration 41Q: 3 clusters Score -5458756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5458763.000000 Penalty: 5231.128418
	Iteration 42Q: 3 clusters Score -5458763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5458765.500000 Penalty: 5231.128418
	Iteration 43Q: 3 clusters Score -5458766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5458763.000000 Penalty: 5231.128418
	Iteration 44Q: 3 clusters Score -5458763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5458763.500000 Penalty: 5231.128418
	Iteration 45Q: 3 clusters Score -5458764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5458766.500000 Penalty: 5231.128418
	Iteration 46Q: 3 clusters Score -5458766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5458770.000000 Penalty: 5231.128418
	Iteration 47Q: 3 clusters Score -5458770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5458767.000000 Penalty: 5231.128418
	Iteration 48Q: 3 clusters Score -5458767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5458772.000000 Penalty: 5231.128418
	Iteration 49Q: 3 clusters Score -5458772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5458771.500000 Penalty: 5231.128418
	Iteration 50Q: 3 clusters Score -5458772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5458770.000000 Penalty: 5231.128418
	Iteration 51Q: 3 clusters Score -5458770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5458768.500000 Penalty: 5231.128418
	Iteration 52Q: 3 clusters Score -5458768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5458764.500000 Penalty: 5231.128418
	Iteration 53Q: 3 clusters Score -5458764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5458760.500000 Penalty: 5231.128418
	Iteration 54Q: 3 clusters Score -5458760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5458760.500000 Penalty: 5231.128418
	Iteration 55F: 3 clusters Score -5458760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Entering Unmasked Estep 
Score: -5782990.500000 Penalty: 2629.683105
	Iteration 0F: 2 clusters Score -5782990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5755714.000000 Penalty: 5259.366211
	Iteration 0F: 3 clusters Score -5755714 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5765663.000000 Penalty: 5259.366211
	Iteration 1F: 3 clusters Score -5765663 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5766039.000000 Penalty: 5259.366211
	Iteration 2Q: 3 clusters Score -5766039 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5766415.000000 Penalty: 5259.366211
	Iteration 3Q: 3 clusters Score -5766415 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -5766859.000000 Penalty: 5259.366211
	Iteration 4Q: 3 clusters Score -5766859 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5767422.500000 Penalty: 5259.366211
	Iteration 5Q: 3 clusters Score -5767422 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5768316.500000 Penalty: 5259.366211
	Iteration 6Q: 3 clusters Score -5768316 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5769864.500000 Penalty: 5259.366211
	Iteration 7F: 3 clusters Score -5769864 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5772322.000000 Penalty: 5259.366211
	Iteration 8F: 3 clusters Score -5772322 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5775344.500000 Penalty: 5259.366211
	Iteration 9F: 3 clusters Score -5775344 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5777997.500000 Penalty: 5259.366211
	Iteration 10F: 3 clusters Score -5777998 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5779550.000000 Penalty: 5259.366211
	Iteration 11Q: 3 clusters Score -5779550 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5780234.000000 Penalty: 5259.366211
	Iteration 12Q: 3 clusters Score -5780234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5780469.500000 Penalty: 5259.366211
	Iteration 13Q: 3 clusters Score -5780470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5780582.500000 Penalty: 5259.366211
	Iteration 14Q: 3 clusters Score -5780582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5780644.500000 Penalty: 5259.366211
	Iteration 15Q: 3 clusters Score -5780644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5780686.500000 Penalty: 5259.366211
	Iteration 16Q: 3 clusters Score -5780686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5780708.500000 Penalty: 5259.366211
	Iteration 17Q: 3 clusters Score -5780708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5780737.500000 Penalty: 5259.366211
	Iteration 18Q: 3 clusters Score -5780738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5780748.000000 Penalty: 5259.366211
	Iteration 19Q: 3 clusters Score -5780748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5780751.000000 Penalty: 5259.366211
	Iteration 20F: 3 clusters Score -5780751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Entering Unmasked Estep 
Score: -5316807.500000 Penalty: 2616.124268
	Iteration 0F: 2 clusters Score -5316808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5290994.500000 Penalty: 5232.248535
	Iteration 0F: 3 clusters Score -5290994 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -5300615.000000 Penalty: 5232.248535
	Iteration 1F: 3 clusters Score -5300615 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5301500.500000 Penalty: 5232.248535
	Iteration 2Q: 3 clusters Score -5301500 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5302422.500000 Penalty: 5232.248535
	Iteration 3F: 3 clusters Score -5302422 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -5303326.500000 Penalty: 5232.248535
	Iteration 4F: 3 clusters Score -5303326 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5304251.500000 Penalty: 5232.248535
	Iteration 5F: 3 clusters Score -5304252 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5305187.500000 Penalty: 5232.248535
	Iteration 6F: 3 clusters Score -5305188 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5306083.500000 Penalty: 5232.248535
	Iteration 7Q: 3 clusters Score -5306084 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5306836.500000 Penalty: 5232.248535
	Iteration 8Q: 3 clusters Score -5306836 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -5307551.500000 Penalty: 5232.248535
	Iteration 9Q: 3 clusters Score -5307552 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5308160.500000 Penalty: 5232.248535
	Iteration 10Q: 3 clusters Score -5308160 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5308799.500000 Penalty: 5232.248535
	Iteration 11Q: 3 clusters Score -5308800 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5309407.000000 Penalty: 5232.248535
	Iteration 12Q: 3 clusters Score -5309407 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5309960.000000 Penalty: 5232.248535
	Iteration 13Q: 3 clusters Score -5309960 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5310398.500000 Penalty: 5232.248535
	Iteration 14Q: 3 clusters Score -5310398 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5310709.000000 Penalty: 5232.248535
	Iteration 15Q: 3 clusters Score -5310709 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5310995.000000 Penalty: 5232.248535
	Iteration 16Q: 3 clusters Score -5310995 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5311248.500000 Penalty: 5232.248535
	Iteration 17Q: 3 clusters Score -5311248 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -5311450.500000 Penalty: 5232.248535
	Iteration 18Q: 3 clusters Score -5311450 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5311734.000000 Penalty: 5232.248535
	Iteration 19Q: 3 clusters Score -5311734 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -5312002.000000 Penalty: 5232.248535
	Iteration 20F: 3 clusters Score -5312002 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -5312245.000000 Penalty: 5232.248535
	Iteration 21Q: 3 clusters Score -5312245 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -5312517.000000 Penalty: 5232.248535
	Iteration 22Q: 3 clusters Score -5312517 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5312769.000000 Penalty: 5232.248535
	Iteration 23Q: 3 clusters Score -5312769 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5313096.000000 Penalty: 5232.248535
	Iteration 24Q: 3 clusters Score -5313096 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5313394.000000 Penalty: 5232.248535
	Iteration 25Q: 3 clusters Score -5313394 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -5313759.500000 Penalty: 5232.248535
	Iteration 26Q: 3 clusters Score -5313760 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5314100.500000 Penalty: 5232.248535
	Iteration 27Q: 3 clusters Score -5314100 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5314444.500000 Penalty: 5232.248535
	Iteration 28Q: 3 clusters Score -5314444 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5314732.500000 Penalty: 5232.248535
	Iteration 29Q: 3 clusters Score -5314732 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5315035.500000 Penalty: 5232.248535
	Iteration 30Q: 3 clusters Score -5315036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5315335.000000 Penalty: 5232.248535
	Iteration 31Q: 3 clusters Score -5315335 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5315598.500000 Penalty: 5232.248535
	Iteration 32Q: 3 clusters Score -5315598 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5315809.500000 Penalty: 5232.248535
	Iteration 33Q: 3 clusters Score -5315810 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5315940.000000 Penalty: 5232.248535
	Iteration 34Q: 3 clusters Score -5315940 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5316027.000000 Penalty: 5232.248535
	Iteration 35Q: 3 clusters Score -5316027 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5316084.500000 Penalty: 5232.248535
	Iteration 36Q: 3 clusters Score -5316084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5316117.500000 Penalty: 5232.248535
	Iteration 37Q: 3 clusters Score -5316118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5316154.500000 Penalty: 5232.248535
	Iteration 38Q: 3 clusters Score -5316154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5316179.000000 Penalty: 5232.248535
	Iteration 39Q: 3 clusters Score -5316179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5316189.000000 Penalty: 5232.248535
	Iteration 40F: 3 clusters Score -5316189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5316193.000000 Penalty: 5232.248535
	Iteration 41Q: 3 clusters Score -5316193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5316206.500000 Penalty: 5232.248535
	Iteration 42Q: 3 clusters Score -5316206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5316208.500000 Penalty: 5232.248535
	Iteration 43Q: 3 clusters Score -5316208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5316221.000000 Penalty: 5232.248535
	Iteration 44Q: 3 clusters Score -5316221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5316225.500000 Penalty: 5232.248535
	Iteration 45Q: 3 clusters Score -5316226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5316234.000000 Penalty: 5232.248535
	Iteration 46Q: 3 clusters Score -5316234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5316223.500000 Penalty: 5232.248535
	Iteration 47Q: 3 clusters Score -5316224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5316235.500000 Penalty: 5232.248535
	Iteration 48Q: 3 clusters Score -5316236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5316239.500000 Penalty: 5232.248535
	Iteration 49Q: 3 clusters Score -5316240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5316243.000000 Penalty: 5232.248535
	Iteration 50Q: 3 clusters Score -5316243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5316244.500000 Penalty: 5232.248535
	Iteration 51Q: 3 clusters Score -5316244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5316244.000000 Penalty: 5232.248535
	Iteration 52Q: 3 clusters Score -5316244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5316244.500000 Penalty: 5232.248535
	Iteration 53Q: 3 clusters Score -5316244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5316246.500000 Penalty: 5232.248535
	Iteration 54Q: 3 clusters Score -5316246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5316246.000000 Penalty: 5232.248535
	Iteration 55Q: 3 clusters Score -5316246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5316253.000000 Penalty: 5232.248535
	Iteration 56Q: 3 clusters Score -5316253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5316257.000000 Penalty: 5232.248535
	Iteration 57Q: 3 clusters Score -5316257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5316252.000000 Penalty: 5232.248535
	Iteration 58Q: 3 clusters Score -5316252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5316252.000000 Penalty: 5232.248535
	Iteration 59F: 3 clusters Score -5316252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Entering Unmasked Estep 
Score: -2866665.750000 Penalty: 2447.383545
	Iteration 0F: 2 clusters Score -2866666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2853064.750000 Penalty: 4894.767090
	Iteration 0F: 3 clusters Score -2853065 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2857489.250000 Penalty: 4894.767090
	Iteration 1F: 3 clusters Score -2857489 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2857820.500000 Penalty: 4894.767090
	Iteration 2F: 3 clusters Score -2857820 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2858075.250000 Penalty: 4894.767090
	Iteration 3Q: 3 clusters Score -2858075 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2858287.500000 Penalty: 4894.767090
	Iteration 4Q: 3 clusters Score -2858288 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2858500.000000 Penalty: 4894.767090
	Iteration 5Q: 3 clusters Score -2858500 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2858731.250000 Penalty: 4894.767090
	Iteration 6Q: 3 clusters Score -2858731 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2858955.750000 Penalty: 4894.767090
	Iteration 7Q: 3 clusters Score -2858956 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2859195.250000 Penalty: 4894.767090
	Iteration 8Q: 3 clusters Score -2859195 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2859488.500000 Penalty: 4894.767090
	Iteration 9Q: 3 clusters Score -2859488 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2859877.500000 Penalty: 4894.767090
	Iteration 10Q: 3 clusters Score -2859878 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2860421.750000 Penalty: 4894.767090
	Iteration 11Q: 3 clusters Score -2860422 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2861093.750000 Penalty: 4894.767090
	Iteration 12F: 3 clusters Score -2861094 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2861869.500000 Penalty: 4894.767090
	Iteration 13F: 3 clusters Score -2861870 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2862659.750000 Penalty: 4894.767090
	Iteration 14Q: 3 clusters Score -2862660 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2863306.000000 Penalty: 4894.767090
	Iteration 15Q: 3 clusters Score -2863306 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2863722.250000 Penalty: 4894.767090
	Iteration 16Q: 3 clusters Score -2863722 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2864014.000000 Penalty: 4894.767090
	Iteration 17Q: 3 clusters Score -2864014 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2864172.500000 Penalty: 4894.767090
	Iteration 18Q: 3 clusters Score -2864172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2864259.750000 Penalty: 4894.767090
	Iteration 19Q: 3 clusters Score -2864260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2864301.000000 Penalty: 4894.767090
	Iteration 20F: 3 clusters Score -2864301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2864348.000000 Penalty: 4894.767090
	Iteration 21Q: 3 clusters Score -2864348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2864375.500000 Penalty: 4894.767090
	Iteration 22Q: 3 clusters Score -2864376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2864424.000000 Penalty: 4894.767090
	Iteration 23Q: 3 clusters Score -2864424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2864454.500000 Penalty: 4894.767090
	Iteration 24Q: 3 clusters Score -2864454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2864473.250000 Penalty: 4894.767090
	Iteration 25Q: 3 clusters Score -2864473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2864491.000000 Penalty: 4894.767090
	Iteration 26Q: 3 clusters Score -2864491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2864513.750000 Penalty: 4894.767090
	Iteration 27Q: 3 clusters Score -2864514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2864523.250000 Penalty: 4894.767090
	Iteration 28Q: 3 clusters Score -2864523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2864541.500000 Penalty: 4894.767090
	Iteration 29Q: 3 clusters Score -2864542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2864553.250000 Penalty: 4894.767090
	Iteration 30Q: 3 clusters Score -2864553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2864564.500000 Penalty: 4894.767090
	Iteration 31Q: 3 clusters Score -2864564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2864562.250000 Penalty: 4894.767090
	Iteration 32Q: 3 clusters Score -2864562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2864572.750000 Penalty: 4894.767090
	Iteration 33Q: 3 clusters Score -2864573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2864571.250000 Penalty: 4894.767090
	Iteration 34Q: 3 clusters Score -2864571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2864580.000000 Penalty: 4894.767090
	Iteration 35Q: 3 clusters Score -2864580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2864575.250000 Penalty: 4894.767090
	Iteration 36Q: 3 clusters Score -2864575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2864573.750000 Penalty: 4894.767090
	Iteration 37Q: 3 clusters Score -2864574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2864581.000000 Penalty: 4894.767090
	Iteration 38Q: 3 clusters Score -2864581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2864583.500000 Penalty: 4894.767090
	Iteration 39Q: 3 clusters Score -2864584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2864585.500000 Penalty: 4894.767090
	Iteration 40F: 3 clusters Score -2864586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2864585.250000 Penalty: 4894.767090
	Iteration 41Q: 3 clusters Score -2864585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2864586.250000 Penalty: 4894.767090
	Iteration 42Q: 3 clusters Score -2864586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2864586.250000 Penalty: 4894.767090
	Iteration 43F: 3 clusters Score -2864586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79554.304688 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79554.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79816.093750 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79816.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79944.007812 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -79944.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79991.335938 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -79991.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80010.664062 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -80010.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80040.843750 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80040.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80061.984375 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80061.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80065.585938 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80065.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80067.234375 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80067.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80067.234375 Penalty: 3186.735107
	Iteration 9F: 3 clusters Score -80067.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -832845.625000 Penalty: 2147.355713
	Iteration 0F: 2 clusters Score -832845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -827839.562500 Penalty: 4294.711426
	Iteration 0F: 3 clusters Score -827839.6 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -829005.000000 Penalty: 4294.711426
	Iteration 1F: 3 clusters Score -829005 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -829217.437500 Penalty: 4294.711426
	Iteration 2F: 3 clusters Score -829217.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -829357.562500 Penalty: 4294.711426
	Iteration 3F: 3 clusters Score -829357.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -829442.500000 Penalty: 4294.711426
	Iteration 4Q: 3 clusters Score -829442.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -829505.937500 Penalty: 4294.711426
	Iteration 5Q: 3 clusters Score -829505.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -829544.312500 Penalty: 4294.711426
	Iteration 6Q: 3 clusters Score -829544.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -829579.125000 Penalty: 4294.711426
	Iteration 7Q: 3 clusters Score -829579.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -829609.750000 Penalty: 4294.711426
	Iteration 8Q: 3 clusters Score -829609.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -829636.250000 Penalty: 4294.711426
	Iteration 9Q: 3 clusters Score -829636.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -829659.000000 Penalty: 4294.711426
	Iteration 10Q: 3 clusters Score -829659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -829675.250000 Penalty: 4294.711426
	Iteration 11Q: 3 clusters Score -829675.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -829687.437500 Penalty: 4294.711426
	Iteration 12Q: 3 clusters Score -829687.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -829698.812500 Penalty: 4294.711426
	Iteration 13Q: 3 clusters Score -829698.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -829718.187500 Penalty: 4294.711426
	Iteration 14Q: 3 clusters Score -829718.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -829736.062500 Penalty: 4294.711426
	Iteration 15Q: 3 clusters Score -829736.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -829746.687500 Penalty: 4294.711426
	Iteration 16Q: 3 clusters Score -829746.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -829755.875000 Penalty: 4294.711426
	Iteration 17Q: 3 clusters Score -829755.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -829763.750000 Penalty: 4294.711426
	Iteration 18Q: 3 clusters Score -829763.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -829772.875000 Penalty: 4294.711426
	Iteration 19Q: 3 clusters Score -829772.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -829783.250000 Penalty: 4294.711426
	Iteration 20F: 3 clusters Score -829783.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -829786.750000 Penalty: 4294.711426
	Iteration 21Q: 3 clusters Score -829786.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -829796.875000 Penalty: 4294.711426
	Iteration 22Q: 3 clusters Score -829796.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -829803.687500 Penalty: 4294.711426
	Iteration 23Q: 3 clusters Score -829803.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -829806.250000 Penalty: 4294.711426
	Iteration 24Q: 3 clusters Score -829806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -829815.812500 Penalty: 4294.711426
	Iteration 25Q: 3 clusters Score -829815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -829823.375000 Penalty: 4294.711426
	Iteration 26Q: 3 clusters Score -829823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -829833.562500 Penalty: 4294.711426
	Iteration 27Q: 3 clusters Score -829833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -829844.062500 Penalty: 4294.711426
	Iteration 28Q: 3 clusters Score -829844.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -829854.687500 Penalty: 4294.711426
	Iteration 29Q: 3 clusters Score -829854.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -829865.187500 Penalty: 4294.711426
	Iteration 30Q: 3 clusters Score -829865.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -829879.250000 Penalty: 4294.711426
	Iteration 31Q: 3 clusters Score -829879.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -829889.000000 Penalty: 4294.711426
	Iteration 32Q: 3 clusters Score -829889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -829902.500000 Penalty: 4294.711426
	Iteration 33Q: 3 clusters Score -829902.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -829916.937500 Penalty: 4294.711426
	Iteration 34Q: 3 clusters Score -829916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -829936.000000 Penalty: 4294.711426
	Iteration 35Q: 3 clusters Score -829936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -829958.500000 Penalty: 4294.711426
	Iteration 36Q: 3 clusters Score -829958.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -829984.500000 Penalty: 4294.711426
	Iteration 37Q: 3 clusters Score -829984.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -830014.375000 Penalty: 4294.711426
	Iteration 38Q: 3 clusters Score -830014.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -830048.500000 Penalty: 4294.711426
	Iteration 39Q: 3 clusters Score -830048.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -830094.250000 Penalty: 4294.711426
	Iteration 40F: 3 clusters Score -830094.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -830136.562500 Penalty: 4294.711426
	Iteration 41Q: 3 clusters Score -830136.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -830184.187500 Penalty: 4294.711426
	Iteration 42Q: 3 clusters Score -830184.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -830237.062500 Penalty: 4294.711426
	Iteration 43Q: 3 clusters Score -830237.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -830300.437500 Penalty: 4294.711426
	Iteration 44Q: 3 clusters Score -830300.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -830372.437500 Penalty: 4294.711426
	Iteration 45Q: 3 clusters Score -830372.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -830441.875000 Penalty: 4294.711426
	Iteration 46Q: 3 clusters Score -830441.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -830528.062500 Penalty: 4294.711426
	Iteration 47Q: 3 clusters Score -830528.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -830620.187500 Penalty: 4294.711426
	Iteration 48Q: 3 clusters Score -830620.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -830704.125000 Penalty: 4294.711426
	Iteration 49Q: 3 clusters Score -830704.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -830775.375000 Penalty: 4294.711426
	Iteration 50Q: 3 clusters Score -830775.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -830825.625000 Penalty: 4294.711426
	Iteration 51Q: 3 clusters Score -830825.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -830865.750000 Penalty: 4294.711426
	Iteration 52Q: 3 clusters Score -830865.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -830894.187500 Penalty: 4294.711426
	Iteration 53Q: 3 clusters Score -830894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -830907.437500 Penalty: 4294.711426
	Iteration 54Q: 3 clusters Score -830907.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -830921.625000 Penalty: 4294.711426
	Iteration 55Q: 3 clusters Score -830921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -830934.000000 Penalty: 4294.711426
	Iteration 56Q: 3 clusters Score -830934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -830943.562500 Penalty: 4294.711426
	Iteration 57Q: 3 clusters Score -830943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -830954.750000 Penalty: 4294.711426
	Iteration 58Q: 3 clusters Score -830954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -830970.312500 Penalty: 4294.711426
	Iteration 59Q: 3 clusters Score -830970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -830981.312500 Penalty: 4294.711426
	Iteration 60F: 3 clusters Score -830981.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -830991.687500 Penalty: 4294.711426
	Iteration 61Q: 3 clusters Score -830991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -831000.187500 Penalty: 4294.711426
	Iteration 62Q: 3 clusters Score -831000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -831007.375000 Penalty: 4294.711426
	Iteration 63Q: 3 clusters Score -831007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -831010.250000 Penalty: 4294.711426
	Iteration 64Q: 3 clusters Score -831010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -831011.812500 Penalty: 4294.711426
	Iteration 65Q: 3 clusters Score -831011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -831011.312500 Penalty: 4294.711426
	Iteration 66Q: 3 clusters Score -831011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -831013.187500 Penalty: 4294.711426
	Iteration 67Q: 3 clusters Score -831013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -831013.187500 Penalty: 4294.711426
	Iteration 68F: 3 clusters Score -831013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -500039.906250 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -500039.9 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 1786 members 
Entering Unmasked Estep 
Score: -496441.031250 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -496441 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -497224.593750 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -497224.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -497464.250000 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -497464.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -497659.843750 Penalty: 4055.629883
	Iteration 3F: 3 clusters Score -497659.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -497868.906250 Penalty: 4055.629883
	Iteration 4F: 3 clusters Score -497868.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -498032.625000 Penalty: 4055.629883
	Iteration 5F: 3 clusters Score -498032.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -498144.218750 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -498144.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -498237.156250 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -498237.2 nChanged 115
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: -498312.593750 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -498312.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -498374.812500 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -498374.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -498423.031250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -498423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -498461.375000 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -498461.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -498492.187500 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -498492.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -498518.937500 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -498518.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -498541.625000 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -498541.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -498565.781250 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -498565.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -498582.187500 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -498582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -498595.562500 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -498595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -498609.781250 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -498609.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -498624.000000 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -498624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -498637.687500 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -498637.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -498649.781250 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -498649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -498659.312500 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -498659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -498665.875000 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -498665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -498671.343750 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -498671.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -498676.687500 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -498676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -498679.375000 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -498679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -498680.312500 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -498680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -498681.000000 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -498681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -498681.187500 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -498681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -498681.468750 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -498681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -498683.031250 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -498683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -498687.531250 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -498687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -498692.187500 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -498692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -498699.843750 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -498699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -498705.875000 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -498705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -498711.500000 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -498711.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -498716.750000 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -498716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -498722.125000 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -498722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -498729.781250 Penalty: 4055.629883
	Iteration 39Q: 3 clusters Score -498729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -498732.781250 Penalty: 4055.629883
	Iteration 40F: 3 clusters Score -498732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -498736.281250 Penalty: 4055.629883
	Iteration 41Q: 3 clusters Score -498736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -498739.000000 Penalty: 4055.629883
	Iteration 42Q: 3 clusters Score -498739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -498742.375000 Penalty: 4055.629883
	Iteration 43Q: 3 clusters Score -498742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -498743.968750 Penalty: 4055.629883
	Iteration 44Q: 3 clusters Score -498744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -498745.875000 Penalty: 4055.629883
	Iteration 45Q: 3 clusters Score -498745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -498748.937500 Penalty: 4055.629883
	Iteration 46Q: 3 clusters Score -498748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -498750.281250 Penalty: 4055.629883
	Iteration 47Q: 3 clusters Score -498750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -498751.406250 Penalty: 4055.629883
	Iteration 48Q: 3 clusters Score -498751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -498751.406250 Penalty: 4055.629883
	Iteration 49Q: 3 clusters Score -498751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -498751.406250 Penalty: 4055.629883
	Iteration 50F: 3 clusters Score -498751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -368863.500000 Penalty: 1943.517700
	Iteration 0F: 2 clusters Score -368863.5 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 1288 members 
Entering Unmasked Estep 
Score: -365868.218750 Penalty: 3887.035400
	Iteration 0F: 3 clusters Score -365868.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -366424.875000 Penalty: 3887.035400
	Iteration 1F: 3 clusters Score -366424.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -366577.531250 Penalty: 3887.035400
	Iteration 2F: 3 clusters Score -366577.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -366673.250000 Penalty: 3887.035400
	Iteration 3Q: 3 clusters Score -366673.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -366741.906250 Penalty: 3887.035400
	Iteration 4Q: 3 clusters Score -366741.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366782.531250 Penalty: 3887.035400
	Iteration 5Q: 3 clusters Score -366782.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -366818.875000 Penalty: 3887.035400
	Iteration 6Q: 3 clusters Score -366818.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366847.312500 Penalty: 3887.035400
	Iteration 7Q: 3 clusters Score -366847.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -366866.937500 Penalty: 3887.035400
	Iteration 8Q: 3 clusters Score -366866.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366882.625000 Penalty: 3887.035400
	Iteration 9Q: 3 clusters Score -366882.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -366898.718750 Penalty: 3887.035400
	Iteration 10Q: 3 clusters Score -366898.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -366913.312500 Penalty: 3887.035400
	Iteration 11Q: 3 clusters Score -366913.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366921.343750 Penalty: 3887.035400
	Iteration 12Q: 3 clusters Score -366921.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -366929.343750 Penalty: 3887.035400
	Iteration 13Q: 3 clusters Score -366929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -366936.500000 Penalty: 3887.035400
	Iteration 14Q: 3 clusters Score -366936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -366943.187500 Penalty: 3887.035400
	Iteration 15Q: 3 clusters Score -366943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -366946.187500 Penalty: 3887.035400
	Iteration 16Q: 3 clusters Score -366946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -366948.875000 Penalty: 3887.035400
	Iteration 17Q: 3 clusters Score -366948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -366951.875000 Penalty: 3887.035400
	Iteration 18Q: 3 clusters Score -366951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366958.187500 Penalty: 3887.035400
	Iteration 19Q: 3 clusters Score -366958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366965.875000 Penalty: 3887.035400
	Iteration 20F: 3 clusters Score -366965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -366975.875000 Penalty: 3887.035400
	Iteration 21Q: 3 clusters Score -366975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366983.593750 Penalty: 3887.035400
	Iteration 22Q: 3 clusters Score -366983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366991.187500 Penalty: 3887.035400
	Iteration 23Q: 3 clusters Score -366991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -366994.593750 Penalty: 3887.035400
	Iteration 24Q: 3 clusters Score -366994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -366998.062500 Penalty: 3887.035400
	Iteration 25Q: 3 clusters Score -366998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -367001.562500 Penalty: 3887.035400
	Iteration 26Q: 3 clusters Score -367001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -367004.187500 Penalty: 3887.035400
	Iteration 27Q: 3 clusters Score -367004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -367004.843750 Penalty: 3887.035400
	Iteration 28Q: 3 clusters Score -367004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -367004.843750 Penalty: 3887.035400
	Iteration 29F: 3 clusters Score -367004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27450.128906 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27450.13 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 121 members 
Entering Unmasked Estep 
Score: -26322.207031 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26322.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26466.097656 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26521.582031 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26521.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26553.300781 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26572.316406 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26572.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26579.173828 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26579.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26580.906250 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26580.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26580.906250 Penalty: 2720.459229
	Iteration 7F: 3 clusters Score -26580.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -225286.531250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -225286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -222769.203125 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -222769.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223291.343750 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -223291.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223456.156250 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -223456.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223565.984375 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -223566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -223646.718750 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -223646.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223693.265625 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -223693.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223721.218750 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -223721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223756.906250 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -223756.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -223789.609375 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -223789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -223824.890625 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -223824.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223854.796875 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -223854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223879.390625 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -223879.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -223894.078125 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -223894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223905.828125 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -223905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -223920.109375 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -223920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -223929.781250 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -223929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -223940.718750 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -223940.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -223948.453125 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -223948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -223951.546875 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -223951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -223956.468750 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -223956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -223966.171875 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -223966.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -223976.687500 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -223976.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -223983.921875 Penalty: 3756.216553
	Iteration 22Q: 3 clusters Score -223983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -223992.187500 Penalty: 3756.216553
	Iteration 23Q: 3 clusters Score -223992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -224001.015625 Penalty: 3756.216553
	Iteration 24Q: 3 clusters Score -224001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224014.312500 Penalty: 3756.216553
	Iteration 25Q: 3 clusters Score -224014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -224032.671875 Penalty: 3756.216553
	Iteration 26Q: 3 clusters Score -224032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224041.046875 Penalty: 3756.216553
	Iteration 27Q: 3 clusters Score -224041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -224059.234375 Penalty: 3756.216553
	Iteration 28Q: 3 clusters Score -224059.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -224078.468750 Penalty: 3756.216553
	Iteration 29Q: 3 clusters Score -224078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -224096.203125 Penalty: 3756.216553
	Iteration 30Q: 3 clusters Score -224096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -224116.484375 Penalty: 3756.216553
	Iteration 31Q: 3 clusters Score -224116.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -224141.312500 Penalty: 3756.216553
	Iteration 32Q: 3 clusters Score -224141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -224174.703125 Penalty: 3756.216553
	Iteration 33Q: 3 clusters Score -224174.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -224190.656250 Penalty: 3756.216553
	Iteration 34Q: 3 clusters Score -224190.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -224199.296875 Penalty: 3756.216553
	Iteration 35Q: 3 clusters Score -224199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -224202.921875 Penalty: 3756.216553
	Iteration 36Q: 3 clusters Score -224202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -224205.640625 Penalty: 3756.216553
	Iteration 37Q: 3 clusters Score -224205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -224206.765625 Penalty: 3756.216553
	Iteration 38Q: 3 clusters Score -224206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224208.656250 Penalty: 3756.216553
	Iteration 39Q: 3 clusters Score -224208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -224210.734375 Penalty: 3756.216553
	Iteration 40F: 3 clusters Score -224210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -224210.625000 Penalty: 3756.216553
	Iteration 41Q: 3 clusters Score -224210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -224210.625000 Penalty: 3756.216553
	Iteration 42F: 3 clusters Score -224210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -953475.937500 Penalty: 2206.862305
	Iteration 0F: 2 clusters Score -953475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -947515.375000 Penalty: 4413.724609
	Iteration 0F: 3 clusters Score -947515.4 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -949212.000000 Penalty: 4413.724609
	Iteration 1F: 3 clusters Score -949212 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -949668.250000 Penalty: 4413.724609
	Iteration 2F: 3 clusters Score -949668.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -950036.062500 Penalty: 4413.724609
	Iteration 3F: 3 clusters Score -950036.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -950310.812500 Penalty: 4413.724609
	Iteration 4F: 3 clusters Score -950310.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -950506.625000 Penalty: 4413.724609
	Iteration 5Q: 3 clusters Score -950506.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -950653.125000 Penalty: 4413.724609
	Iteration 6Q: 3 clusters Score -950653.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -950780.812500 Penalty: 4413.724609
	Iteration 7Q: 3 clusters Score -950780.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -950876.125000 Penalty: 4413.724609
	Iteration 8Q: 3 clusters Score -950876.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -950947.687500 Penalty: 4413.724609
	Iteration 9Q: 3 clusters Score -950947.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -951004.812500 Penalty: 4413.724609
	Iteration 10Q: 3 clusters Score -951004.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -951049.375000 Penalty: 4413.724609
	Iteration 11Q: 3 clusters Score -951049.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -951088.875000 Penalty: 4413.724609
	Iteration 12Q: 3 clusters Score -951088.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -951119.937500 Penalty: 4413.724609
	Iteration 13Q: 3 clusters Score -951119.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -951142.500000 Penalty: 4413.724609
	Iteration 14Q: 3 clusters Score -951142.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -951167.750000 Penalty: 4413.724609
	Iteration 15Q: 3 clusters Score -951167.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -951189.687500 Penalty: 4413.724609
	Iteration 16Q: 3 clusters Score -951189.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -951207.250000 Penalty: 4413.724609
	Iteration 17Q: 3 clusters Score -951207.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -951220.562500 Penalty: 4413.724609
	Iteration 18Q: 3 clusters Score -951220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -951231.500000 Penalty: 4413.724609
	Iteration 19Q: 3 clusters Score -951231.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -951238.125000 Penalty: 4413.724609
	Iteration 20F: 3 clusters Score -951238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -951242.437500 Penalty: 4413.724609
	Iteration 21Q: 3 clusters Score -951242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -951247.312500 Penalty: 4413.724609
	Iteration 22Q: 3 clusters Score -951247.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -951250.937500 Penalty: 4413.724609
	Iteration 23Q: 3 clusters Score -951250.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -951254.312500 Penalty: 4413.724609
	Iteration 24Q: 3 clusters Score -951254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -951259.125000 Penalty: 4413.724609
	Iteration 25Q: 3 clusters Score -951259.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -951264.812500 Penalty: 4413.724609
	Iteration 26Q: 3 clusters Score -951264.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -951268.062500 Penalty: 4413.724609
	Iteration 27Q: 3 clusters Score -951268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -951269.125000 Penalty: 4413.724609
	Iteration 28Q: 3 clusters Score -951269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -951274.062500 Penalty: 4413.724609
	Iteration 29Q: 3 clusters Score -951274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -951277.187500 Penalty: 4413.724609
	Iteration 30Q: 3 clusters Score -951277.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -951284.812500 Penalty: 4413.724609
	Iteration 31Q: 3 clusters Score -951284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -951290.875000 Penalty: 4413.724609
	Iteration 32Q: 3 clusters Score -951290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -951292.250000 Penalty: 4413.724609
	Iteration 33Q: 3 clusters Score -951292.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -951295.687500 Penalty: 4413.724609
	Iteration 34Q: 3 clusters Score -951295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -951297.625000 Penalty: 4413.724609
	Iteration 35Q: 3 clusters Score -951297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -951298.937500 Penalty: 4413.724609
	Iteration 36Q: 3 clusters Score -951298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -951298.625000 Penalty: 4413.724609
	Iteration 37Q: 3 clusters Score -951298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -951300.187500 Penalty: 4413.724609
	Iteration 38Q: 3 clusters Score -951300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -951300.187500 Penalty: 4413.724609
	Iteration 39Q: 3 clusters Score -951300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -951301.437500 Penalty: 4413.724609
	Iteration 40F: 3 clusters Score -951301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -951302.000000 Penalty: 4413.724609
	Iteration 41Q: 3 clusters Score -951302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -951303.812500 Penalty: 4413.724609
	Iteration 42Q: 3 clusters Score -951303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -951303.500000 Penalty: 4413.724609
	Iteration 43Q: 3 clusters Score -951303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -951304.687500 Penalty: 4413.724609
	Iteration 44Q: 3 clusters Score -951304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -951303.562500 Penalty: 4413.724609
	Iteration 45Q: 3 clusters Score -951303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -951306.000000 Penalty: 4413.724609
	Iteration 46Q: 3 clusters Score -951306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -951305.312500 Penalty: 4413.724609
	Iteration 47Q: 3 clusters Score -951305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -951306.250000 Penalty: 4413.724609
	Iteration 48Q: 3 clusters Score -951306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -951306.875000 Penalty: 4413.724609
	Iteration 49Q: 3 clusters Score -951306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -951307.250000 Penalty: 4413.724609
	Iteration 50Q: 3 clusters Score -951307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -951307.562500 Penalty: 4413.724609
	Iteration 51Q: 3 clusters Score -951307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -951308.062500 Penalty: 4413.724609
	Iteration 52Q: 3 clusters Score -951308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -951308.062500 Penalty: 4413.724609
	Iteration 53F: 3 clusters Score -951308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Entering Unmasked Estep 
Score: -8895137.000000 Penalty: 2728.781006
	Iteration 0F: 2 clusters Score -8895137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -8854888.000000 Penalty: 5457.562012
	Iteration 0F: 3 clusters Score -8854888 nChanged 27867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -8870469.000000 Penalty: 5457.562012
	Iteration 1F: 3 clusters Score -8870469 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -8871272.000000 Penalty: 5457.562012
	Iteration 2Q: 3 clusters Score -8871272 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -8872210.000000 Penalty: 5457.562012
	Iteration 3Q: 3 clusters Score -8872210 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8873234.000000 Penalty: 5457.562012
	Iteration 4Q: 3 clusters Score -8873234 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -8874577.000000 Penalty: 5457.562012
	Iteration 5Q: 3 clusters Score -8874577 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -8876195.000000 Penalty: 5457.562012
	Iteration 6Q: 3 clusters Score -8876195 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -8878215.000000 Penalty: 5457.562012
	Iteration 7F: 3 clusters Score -8878215 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8880428.000000 Penalty: 5457.562012
	Iteration 8F: 3 clusters Score -8880428 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8882868.000000 Penalty: 5457.562012
	Iteration 9F: 3 clusters Score -8882868 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -8885145.000000 Penalty: 5457.562012
	Iteration 10F: 3 clusters Score -8885145 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -8886839.000000 Penalty: 5457.562012
	Iteration 11Q: 3 clusters Score -8886839 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -8888205.000000 Penalty: 5457.562012
	Iteration 12Q: 3 clusters Score -8888205 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -8889284.000000 Penalty: 5457.562012
	Iteration 13Q: 3 clusters Score -8889284 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -8890139.000000 Penalty: 5457.562012
	Iteration 14Q: 3 clusters Score -8890139 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -8890844.000000 Penalty: 5457.562012
	Iteration 15Q: 3 clusters Score -8890844 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -8891325.000000 Penalty: 5457.562012
	Iteration 16Q: 3 clusters Score -8891325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -8891731.000000 Penalty: 5457.562012
	Iteration 17Q: 3 clusters Score -8891731 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -8892035.000000 Penalty: 5457.562012
	Iteration 18Q: 3 clusters Score -8892035 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -8892187.000000 Penalty: 5457.562012
	Iteration 19Q: 3 clusters Score -8892187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -8892336.000000 Penalty: 5457.562012
	Iteration 20F: 3 clusters Score -8892336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -8892425.000000 Penalty: 5457.562012
	Iteration 21Q: 3 clusters Score -8892425 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -8892497.000000 Penalty: 5457.562012
	Iteration 22Q: 3 clusters Score -8892497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8892532.000000 Penalty: 5457.562012
	Iteration 23Q: 3 clusters Score -8892532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -8892584.000000 Penalty: 5457.562012
	Iteration 24Q: 3 clusters Score -8892584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -8892607.000000 Penalty: 5457.562012
	Iteration 25Q: 3 clusters Score -8892607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -8892636.000000 Penalty: 5457.562012
	Iteration 26Q: 3 clusters Score -8892636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -8892638.000000 Penalty: 5457.562012
	Iteration 27Q: 3 clusters Score -8892638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -8892645.000000 Penalty: 5457.562012
	Iteration 28Q: 3 clusters Score -8892645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -8892652.000000 Penalty: 5457.562012
	Iteration 29Q: 3 clusters Score -8892652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -8892655.000000 Penalty: 5457.562012
	Iteration 30Q: 3 clusters Score -8892655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -8892664.000000 Penalty: 5457.562012
	Iteration 31Q: 3 clusters Score -8892664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -8892669.000000 Penalty: 5457.562012
	Iteration 32Q: 3 clusters Score -8892669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -8892675.000000 Penalty: 5457.562012
	Iteration 33Q: 3 clusters Score -8892675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -8892675.000000 Penalty: 5457.562012
	Iteration 34Q: 3 clusters Score -8892675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -8892674.000000 Penalty: 5457.562012
	Iteration 35Q: 3 clusters Score -8892674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -8892671.000000 Penalty: 5457.562012
	Iteration 36Q: 3 clusters Score -8892671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -8892671.000000 Penalty: 5457.562012
	Iteration 37F: 3 clusters Score -8892671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -9092.300781 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -9092.301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8436.442383 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8436.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209892 members 
Mstep: Class 3 contains 18910 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 12836 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 23058 members 
Mstep: Class 11 contains 17871 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37220 members 
Mstep: Class 15 contains 120867 members 
Mstep: Class 16 contains 28240 members 
Mstep: Class 17 contains 44515 members 
Mstep: Class 18 contains 109204 members 
Mstep: Class 19 contains 151 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38049 members 
Mstep: Class 23 contains 40278 members 
Mstep: Class 24 contains 38135 members 
Mstep: Class 25 contains 19312 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5760 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1945 members 
Mstep: Class 32 contains 7322 members 
Mstep: Class 33 contains 60063 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955184.000000 Penalty: 115654.703125
Iteration 199Q: 35 clusters Score -1.289552e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209907 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 23049 members 
Mstep: Class 11 contains 17837 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37206 members 
Mstep: Class 15 contains 120854 members 
Mstep: Class 16 contains 28172 members 
Mstep: Class 17 contains 44466 members 
Mstep: Class 18 contains 109207 members 
Mstep: Class 19 contains 152 members 
Mstep: Class 20 contains 25884 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38046 members 
Mstep: Class 23 contains 40275 members 
Mstep: Class 24 contains 38275 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1953 members 
Mstep: Class 32 contains 7326 members 
Mstep: Class 33 contains 60052 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955136.000000 Penalty: 115654.703125
Iteration 200F: 35 clusters Score -1.289551e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209897 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 12900 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 23049 members 
Mstep: Class 11 contains 17806 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37200 members 
Mstep: Class 15 contains 120842 members 
Mstep: Class 16 contains 28118 members 
Mstep: Class 17 contains 44440 members 
Mstep: Class 18 contains 109206 members 
Mstep: Class 19 contains 153 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38046 members 
Mstep: Class 23 contains 40274 members 
Mstep: Class 24 contains 38381 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 3556 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1955 members 
Mstep: Class 32 contains 7338 members 
Mstep: Class 33 contains 60048 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955096.000000 Penalty: 115654.703125
Iteration 201Q: 35 clusters Score -1.289551e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209889 members 
Mstep: Class 3 contains 18889 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 12931 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 23050 members 
Mstep: Class 11 contains 17775 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37190 members 
Mstep: Class 15 contains 120837 members 
Mstep: Class 16 contains 28070 members 
Mstep: Class 17 contains 44414 members 
Mstep: Class 18 contains 109202 members 
Mstep: Class 19 contains 155 members 
Mstep: Class 20 contains 25885 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38046 members 
Mstep: Class 23 contains 40275 members 
Mstep: Class 24 contains 38483 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 60041 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955160.000000 Penalty: 115654.703125
Iteration 202Q: 35 clusters Score -1.289552e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209896 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 11383 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 23053 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37183 members 
Mstep: Class 15 contains 120836 members 
Mstep: Class 16 contains 28018 members 
Mstep: Class 17 contains 44385 members 
Mstep: Class 18 contains 109177 members 
Mstep: Class 19 contains 157 members 
Mstep: Class 20 contains 25883 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38043 members 
Mstep: Class 23 contains 40272 members 
Mstep: Class 24 contains 38590 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 60032 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955200.000000 Penalty: 115654.703125
Iteration 203Q: 35 clusters Score -1.289552e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209889 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11392 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 23060 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 8769 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37186 members 
Mstep: Class 15 contains 120820 members 
Mstep: Class 16 contains 27975 members 
Mstep: Class 17 contains 44358 members 
Mstep: Class 18 contains 109172 members 
Mstep: Class 19 contains 158 members 
Mstep: Class 20 contains 25882 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38040 members 
Mstep: Class 23 contains 40268 members 
Mstep: Class 24 contains 38696 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 7366 members 
Mstep: Class 33 contains 60021 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955168.000000 Penalty: 115654.703125
Iteration 204Q: 35 clusters Score -1.289552e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209877 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11404 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 23065 members 
Mstep: Class 11 contains 17693 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37178 members 
Mstep: Class 15 contains 120825 members 
Mstep: Class 16 contains 27929 members 
Mstep: Class 17 contains 44323 members 
Mstep: Class 18 contains 109167 members 
Mstep: Class 19 contains 158 members 
Mstep: Class 20 contains 25889 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38037 members 
Mstep: Class 23 contains 40266 members 
Mstep: Class 24 contains 38795 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 7374 members 
Mstep: Class 33 contains 60019 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955152.000000 Penalty: 115654.703125
Iteration 205Q: 35 clusters Score -1.289552e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209885 members 
Mstep: Class 3 contains 18850 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 13033 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 23065 members 
Mstep: Class 11 contains 17681 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37167 members 
Mstep: Class 15 contains 120814 members 
Mstep: Class 16 contains 27885 members 
Mstep: Class 17 contains 44292 members 
Mstep: Class 18 contains 109163 members 
Mstep: Class 19 contains 158 members 
Mstep: Class 20 contains 25886 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38035 members 
Mstep: Class 23 contains 40263 members 
Mstep: Class 24 contains 38884 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 60014 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955128.000000 Penalty: 115654.703125
Iteration 206Q: 35 clusters Score -1.289551e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209897 members 
Mstep: Class 3 contains 18840 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 23067 members 
Mstep: Class 11 contains 17669 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37168 members 
Mstep: Class 15 contains 120804 members 
Mstep: Class 16 contains 27849 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 109166 members 
Mstep: Class 19 contains 158 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38033 members 
Mstep: Class 23 contains 40258 members 
Mstep: Class 24 contains 38941 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1970 members 
Mstep: Class 32 contains 7387 members 
Mstep: Class 33 contains 60008 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955112.000000 Penalty: 115654.703125
Iteration 207Q: 35 clusters Score -1.289551e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209903 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11416 members 
Mstep: Class 7 contains 13065 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 23067 members 
Mstep: Class 11 contains 17653 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37168 members 
Mstep: Class 15 contains 120797 members 
Mstep: Class 16 contains 27827 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 109159 members 
Mstep: Class 19 contains 158 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38033 members 
Mstep: Class 23 contains 40253 members 
Mstep: Class 24 contains 38999 members 
Mstep: Class 25 contains 19318 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 7392 members 
Mstep: Class 33 contains 60005 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 115654.703125
Iteration 208Q: 35 clusters Score -1.289551e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209912 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 13073 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 23069 members 
Mstep: Class 11 contains 17642 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37165 members 
Mstep: Class 15 contains 120797 members 
Mstep: Class 16 contains 27807 members 
Mstep: Class 17 contains 44244 members 
Mstep: Class 18 contains 109153 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38031 members 
Mstep: Class 23 contains 40251 members 
Mstep: Class 24 contains 39056 members 
Mstep: Class 25 contains 19317 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 7397 members 
Mstep: Class 33 contains 59998 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954944.000000 Penalty: 115654.703125
Iteration 209Q: 35 clusters Score -1.289549e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209907 members 
Mstep: Class 3 contains 18825 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 13080 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 23069 members 
Mstep: Class 11 contains 17634 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37162 members 
Mstep: Class 15 contains 120801 members 
Mstep: Class 16 contains 27793 members 
Mstep: Class 17 contains 44231 members 
Mstep: Class 18 contains 109150 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 40249 members 
Mstep: Class 24 contains 39110 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 7397 members 
Mstep: Class 33 contains 59988 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955096.000000 Penalty: 115654.703125
Iteration 210Q: 35 clusters Score -1.289551e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209922 members 
Mstep: Class 3 contains 18823 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 13086 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 23065 members 
Mstep: Class 11 contains 17620 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37156 members 
Mstep: Class 15 contains 120800 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 44202 members 
Mstep: Class 18 contains 109152 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 40249 members 
Mstep: Class 24 contains 39162 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 7399 members 
Mstep: Class 33 contains 59981 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955152.000000 Penalty: 115654.703125
Iteration 211Q: 35 clusters Score -1.289552e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209918 members 
Mstep: Class 3 contains 18824 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11441 members 
Mstep: Class 7 contains 13084 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 23062 members 
Mstep: Class 11 contains 17617 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37154 members 
Mstep: Class 15 contains 120797 members 
Mstep: Class 16 contains 27777 members 
Mstep: Class 17 contains 44188 members 
Mstep: Class 18 contains 109147 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 40249 members 
Mstep: Class 24 contains 39203 members 
Mstep: Class 25 contains 19315 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 7401 members 
Mstep: Class 33 contains 59981 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955208.000000 Penalty: 115654.703125
Iteration 212Q: 35 clusters Score -1.289552e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209926 members 
Mstep: Class 3 contains 18822 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 11447 members 
Mstep: Class 7 contains 13087 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 23058 members 
Mstep: Class 11 contains 17610 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37147 members 
Mstep: Class 15 contains 120799 members 
Mstep: Class 16 contains 27769 members 
Mstep: Class 17 contains 44175 members 
Mstep: Class 18 contains 109142 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 40248 members 
Mstep: Class 24 contains 39238 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 7406 members 
Mstep: Class 33 contains 59981 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955264.000000 Penalty: 115654.703125
Iteration 213Q: 35 clusters Score -1.289553e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209926 members 
Mstep: Class 3 contains 18819 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11456 members 
Mstep: Class 7 contains 13089 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 23057 members 
Mstep: Class 11 contains 17605 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37141 members 
Mstep: Class 15 contains 120796 members 
Mstep: Class 16 contains 27764 members 
Mstep: Class 17 contains 44166 members 
Mstep: Class 18 contains 109139 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25869 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 40246 members 
Mstep: Class 24 contains 39270 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 7411 members 
Mstep: Class 33 contains 59979 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955368.000000 Penalty: 115654.703125
Iteration 214Q: 35 clusters Score -1.289554e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 209921 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11468 members 
Mstep: Class 7 contains 13094 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 23058 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 8755 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37134 members 
Mstep: Class 15 contains 120797 members 
Mstep: Class 16 contains 27756 members 
Mstep: Class 17 contains 44158 members 
Mstep: Class 18 contains 109134 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25867 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 40244 members 
Mstep: Class 24 contains 39299 members 
Mstep: Class 25 contains 19315 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 7413 members 
Mstep: Class 33 contains 59976 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955296.000000 Penalty: 115654.703125
Iteration 215Q: 35 clusters Score -1.289553e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209918 members 
Mstep: Class 3 contains 18819 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11481 members 
Mstep: Class 7 contains 13100 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 23057 members 
Mstep: Class 11 contains 17593 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37136 members 
Mstep: Class 15 contains 120786 members 
Mstep: Class 16 contains 27749 members 
Mstep: Class 17 contains 44146 members 
Mstep: Class 18 contains 109130 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 40242 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 19315 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 7414 members 
Mstep: Class 33 contains 59972 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955376.000000 Penalty: 115654.703125
Iteration 216Q: 35 clusters Score -1.289554e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209913 members 
Mstep: Class 3 contains 18820 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 13102 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 23056 members 
Mstep: Class 11 contains 17590 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37138 members 
Mstep: Class 15 contains 120786 members 
Mstep: Class 16 contains 27742 members 
Mstep: Class 17 contains 44143 members 
Mstep: Class 18 contains 109126 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 40241 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 7415 members 
Mstep: Class 33 contains 59968 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955328.000000 Penalty: 115654.703125
Iteration 217Q: 35 clusters Score -1.289553e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209903 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11497 members 
Mstep: Class 7 contains 13104 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 23052 members 
Mstep: Class 11 contains 17586 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37136 members 
Mstep: Class 15 contains 120789 members 
Mstep: Class 16 contains 27738 members 
Mstep: Class 17 contains 44140 members 
Mstep: Class 18 contains 109122 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 40242 members 
Mstep: Class 24 contains 39382 members 
Mstep: Class 25 contains 19315 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 7419 members 
Mstep: Class 33 contains 59962 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955280.000000 Penalty: 115654.703125
Iteration 218Q: 35 clusters Score -1.289553e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209905 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 13106 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 23050 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37128 members 
Mstep: Class 15 contains 120788 members 
Mstep: Class 16 contains 27731 members 
Mstep: Class 17 contains 44136 members 
Mstep: Class 18 contains 109120 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38020 members 
Mstep: Class 23 contains 40240 members 
Mstep: Class 24 contains 39406 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 7420 members 
Mstep: Class 33 contains 59956 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955432.000000 Penalty: 115654.703125
Iteration 219Q: 35 clusters Score -1.289554e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209911 members 
Mstep: Class 3 contains 18819 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 13108 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 23047 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37124 members 
Mstep: Class 15 contains 120781 members 
Mstep: Class 16 contains 27722 members 
Mstep: Class 17 contains 44130 members 
Mstep: Class 18 contains 109115 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40238 members 
Mstep: Class 24 contains 39430 members 
Mstep: Class 25 contains 19313 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5767 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7421 members 
Mstep: Class 33 contains 59951 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955352.000000 Penalty: 115654.703125
Iteration 220F: 35 clusters Score -1.289554e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209917 members 
Mstep: Class 3 contains 18819 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 23046 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37122 members 
Mstep: Class 15 contains 120781 members 
Mstep: Class 16 contains 27713 members 
Mstep: Class 17 contains 44126 members 
Mstep: Class 18 contains 109114 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 40236 members 
Mstep: Class 24 contains 39446 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7422 members 
Mstep: Class 33 contains 59948 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955248.000000 Penalty: 115654.703125
Iteration 221Q: 35 clusters Score -1.289552e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209919 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 23046 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37118 members 
Mstep: Class 15 contains 120785 members 
Mstep: Class 16 contains 27707 members 
Mstep: Class 17 contains 44115 members 
Mstep: Class 18 contains 109118 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 40237 members 
Mstep: Class 24 contains 39463 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7423 members 
Mstep: Class 33 contains 59944 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955176.000000 Penalty: 115654.703125
Iteration 222Q: 35 clusters Score -1.289552e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209924 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11538 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 23045 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37116 members 
Mstep: Class 15 contains 120783 members 
Mstep: Class 16 contains 27703 members 
Mstep: Class 17 contains 44103 members 
Mstep: Class 18 contains 109123 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 40238 members 
Mstep: Class 24 contains 39483 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7424 members 
Mstep: Class 33 contains 59940 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955208.000000 Penalty: 115654.703125
Iteration 223Q: 35 clusters Score -1.289552e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209927 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11542 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 23044 members 
Mstep: Class 11 contains 17557 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37113 members 
Mstep: Class 15 contains 120780 members 
Mstep: Class 16 contains 27698 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 109121 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 40237 members 
Mstep: Class 24 contains 39506 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 59935 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955280.000000 Penalty: 115654.703125
Iteration 224Q: 35 clusters Score -1.289553e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209926 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 13116 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 23043 members 
Mstep: Class 11 contains 17551 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37112 members 
Mstep: Class 15 contains 120777 members 
Mstep: Class 16 contains 27694 members 
Mstep: Class 17 contains 44097 members 
Mstep: Class 18 contains 109119 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40238 members 
Mstep: Class 24 contains 39522 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 59929 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955208.000000 Penalty: 115654.703125
Iteration 225Q: 35 clusters Score -1.289552e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209927 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 13116 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 23041 members 
Mstep: Class 11 contains 17543 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37111 members 
Mstep: Class 15 contains 120772 members 
Mstep: Class 16 contains 27690 members 
Mstep: Class 17 contains 44094 members 
Mstep: Class 18 contains 109117 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40239 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 59923 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955216.000000 Penalty: 115654.703125
Iteration 226Q: 35 clusters Score -1.289552e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209922 members 
Mstep: Class 3 contains 18815 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 23038 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37114 members 
Mstep: Class 15 contains 120769 members 
Mstep: Class 16 contains 27689 members 
Mstep: Class 17 contains 44090 members 
Mstep: Class 18 contains 109118 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 40239 members 
Mstep: Class 24 contains 39558 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 59921 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955240.000000 Penalty: 115654.703125
Iteration 227Q: 35 clusters Score -1.289552e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209923 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 23037 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37112 members 
Mstep: Class 15 contains 120772 members 
Mstep: Class 16 contains 27688 members 
Mstep: Class 17 contains 44081 members 
Mstep: Class 18 contains 109114 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40238 members 
Mstep: Class 24 contains 39577 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 59916 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955320.000000 Penalty: 115654.703125
Iteration 228Q: 35 clusters Score -1.289553e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209924 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11567 members 
Mstep: Class 7 contains 13120 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 23035 members 
Mstep: Class 11 contains 17527 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37112 members 
Mstep: Class 15 contains 120772 members 
Mstep: Class 16 contains 27686 members 
Mstep: Class 17 contains 44078 members 
Mstep: Class 18 contains 109113 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40237 members 
Mstep: Class 24 contains 39597 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7427 members 
Mstep: Class 33 contains 59907 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955328.000000 Penalty: 115654.703125
Iteration 229Q: 35 clusters Score -1.289553e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209926 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 13120 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23033 members 
Mstep: Class 11 contains 17521 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37109 members 
Mstep: Class 15 contains 120770 members 
Mstep: Class 16 contains 27684 members 
Mstep: Class 17 contains 44076 members 
Mstep: Class 18 contains 109113 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40235 members 
Mstep: Class 24 contains 39609 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7428 members 
Mstep: Class 33 contains 59904 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955264.000000 Penalty: 115654.703125
Iteration 230Q: 35 clusters Score -1.289553e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209930 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 13120 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23031 members 
Mstep: Class 11 contains 17513 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37103 members 
Mstep: Class 15 contains 120769 members 
Mstep: Class 16 contains 27681 members 
Mstep: Class 17 contains 44072 members 
Mstep: Class 18 contains 109111 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25880 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40235 members 
Mstep: Class 24 contains 39624 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5770 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7430 members 
Mstep: Class 33 contains 59904 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955168.000000 Penalty: 115654.703125
Iteration 231Q: 35 clusters Score -1.289552e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209935 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23030 members 
Mstep: Class 11 contains 17507 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37099 members 
Mstep: Class 15 contains 120766 members 
Mstep: Class 16 contains 27678 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 109111 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25880 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38020 members 
Mstep: Class 23 contains 40235 members 
Mstep: Class 24 contains 39632 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7432 members 
Mstep: Class 33 contains 59903 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955184.000000 Penalty: 115654.703125
Iteration 232Q: 35 clusters Score -1.289552e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209946 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 13122 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23029 members 
Mstep: Class 11 contains 17505 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37093 members 
Mstep: Class 15 contains 120759 members 
Mstep: Class 16 contains 27672 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 109111 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40234 members 
Mstep: Class 24 contains 39640 members 
Mstep: Class 25 contains 19307 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 59900 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954992.000000 Penalty: 115654.703125
Iteration 233Q: 35 clusters Score -1.28955e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209951 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23026 members 
Mstep: Class 11 contains 17502 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37092 members 
Mstep: Class 15 contains 120751 members 
Mstep: Class 16 contains 27668 members 
Mstep: Class 17 contains 44070 members 
Mstep: Class 18 contains 109110 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40234 members 
Mstep: Class 24 contains 39646 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7440 members 
Mstep: Class 33 contains 59896 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955048.000000 Penalty: 115654.703125
Iteration 234Q: 35 clusters Score -1.28955e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209953 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 13123 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23021 members 
Mstep: Class 11 contains 17498 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37088 members 
Mstep: Class 15 contains 120751 members 
Mstep: Class 16 contains 27664 members 
Mstep: Class 17 contains 44071 members 
Mstep: Class 18 contains 109107 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25883 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39655 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 7444 members 
Mstep: Class 33 contains 59893 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955064.000000 Penalty: 115654.703125
Iteration 235Q: 35 clusters Score -1.289551e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209953 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37081 members 
Mstep: Class 15 contains 120754 members 
Mstep: Class 16 contains 27661 members 
Mstep: Class 17 contains 44073 members 
Mstep: Class 18 contains 109105 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40233 members 
Mstep: Class 24 contains 39664 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7444 members 
Mstep: Class 33 contains 59892 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955064.000000 Penalty: 115654.703125
Iteration 236Q: 35 clusters Score -1.289551e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209949 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37083 members 
Mstep: Class 15 contains 120758 members 
Mstep: Class 16 contains 27654 members 
Mstep: Class 17 contains 44074 members 
Mstep: Class 18 contains 109104 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40234 members 
Mstep: Class 24 contains 39671 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7447 members 
Mstep: Class 33 contains 59889 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955040.000000 Penalty: 115654.703125
Iteration 237Q: 35 clusters Score -1.28955e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209948 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11598 members 
Mstep: Class 7 contains 13123 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 17497 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37082 members 
Mstep: Class 15 contains 120759 members 
Mstep: Class 16 contains 27650 members 
Mstep: Class 17 contains 44074 members 
Mstep: Class 18 contains 109103 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40233 members 
Mstep: Class 24 contains 39682 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7448 members 
Mstep: Class 33 contains 59888 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955088.000000 Penalty: 115654.703125
Iteration 238Q: 35 clusters Score -1.289551e+08 nChanged 44
Entering ConstructFrom: 
Score: -128955088.000000 Penalty: 115654.703125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -153985.281250 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -153985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151898.921875 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -151898.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152163.265625 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -152163.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152237.625000 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -152237.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152278.234375 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -152278.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152303.203125 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -152303.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152339.015625 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -152339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152362.031250 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -152362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152373.437500 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -152373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152385.843750 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -152385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152400.906250 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -152400.9 nChanged 9
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: -152410.000000 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -152410 nChanged 8
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: -152417.937500 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -152417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152422.921875 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -152422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152426.859375 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -152426.9 nChanged 2
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: -152430.578125 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -152430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152436.906250 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -152436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152441.953125 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -152442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152445.265625 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -152445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152449.171875 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -152449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152450.046875 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -152450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152450.390625 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -152450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (209945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209945 members 
Entering Unmasked Estep 
Score: -30722388.000000 Penalty: 3039.140869
	Iteration 0F: 2 clusters Score -3.072239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -30596040.000000 Penalty: 6078.281738
	Iteration 0F: 3 clusters Score -3.059604e+07 nChanged 101110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -30654788.000000 Penalty: 6078.281738
	Iteration 1F: 3 clusters Score -3.065479e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -30656022.000000 Penalty: 6078.281738
	Iteration 2Q: 3 clusters Score -3.065602e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -30657126.000000 Penalty: 6078.281738
	Iteration 3Q: 3 clusters Score -3.065713e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -30658806.000000 Penalty: 6078.281738
	Iteration 4Q: 3 clusters Score -3.065881e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -30661830.000000 Penalty: 6078.281738
	Iteration 5Q: 3 clusters Score -3.066183e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -30667452.000000 Penalty: 6078.281738
	Iteration 6F: 3 clusters Score -3.066745e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 150162 members 
Entering Unmasked Estep 
Score: -30675930.000000 Penalty: 6078.281738
	Iteration 7F: 3 clusters Score -3.067593e+07 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -30687680.000000 Penalty: 6078.281738
	Iteration 8F: 3 clusters Score -3.068768e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 179446 members 
Entering Unmasked Estep 
Score: -30700052.000000 Penalty: 6078.281738
	Iteration 9F: 3 clusters Score -3.070005e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -30708370.000000 Penalty: 6078.281738
	Iteration 10Q: 3 clusters Score -3.070837e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 195120 members 
Entering Unmasked Estep 
Score: -30713582.000000 Penalty: 6078.281738
	Iteration 11Q: 3 clusters Score -3.071358e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 198572 members 
Entering Unmasked Estep 
Score: -30715950.000000 Penalty: 6078.281738
	Iteration 12Q: 3 clusters Score -3.071595e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 200821 members 
Entering Unmasked Estep 
Score: -30717264.000000 Penalty: 6078.281738
	Iteration 13Q: 3 clusters Score -3.071726e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 202363 members 
Entering Unmasked Estep 
Score: -30718032.000000 Penalty: 6078.281738
	Iteration 14Q: 3 clusters Score -3.071803e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 203569 members 
Entering Unmasked Estep 
Score: -30718716.000000 Penalty: 6078.281738
	Iteration 15Q: 3 clusters Score -3.071872e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 204503 members 
Entering Unmasked Estep 
Score: -30719146.000000 Penalty: 6078.281738
	Iteration 16Q: 3 clusters Score -3.071915e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -30719344.000000 Penalty: 6078.281738
	Iteration 17Q: 3 clusters Score -3.071934e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 205757 members 
Entering Unmasked Estep 
Score: -30719520.000000 Penalty: 6078.281738
	Iteration 18Q: 3 clusters Score -3.071952e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 206214 members 
Entering Unmasked Estep 
Score: -30719654.000000 Penalty: 6078.281738
	Iteration 19Q: 3 clusters Score -3.071965e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 206575 members 
Entering Unmasked Estep 
Score: -30719708.000000 Penalty: 6078.281738
	Iteration 20F: 3 clusters Score -3.071971e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 206862 members 
Entering Unmasked Estep 
Score: -30719744.000000 Penalty: 6078.281738
	Iteration 21Q: 3 clusters Score -3.071974e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 207094 members 
Entering Unmasked Estep 
Score: -30719772.000000 Penalty: 6078.281738
	Iteration 22Q: 3 clusters Score -3.071977e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -30719874.000000 Penalty: 6078.281738
	Iteration 23Q: 3 clusters Score -3.071987e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 207424 members 
Entering Unmasked Estep 
Score: -30719942.000000 Penalty: 6078.281738
	Iteration 24Q: 3 clusters Score -3.071994e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 207565 members 
Entering Unmasked Estep 
Score: -30719966.000000 Penalty: 6078.281738
	Iteration 25Q: 3 clusters Score -3.071997e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 207692 members 
Entering Unmasked Estep 
Score: -30720034.000000 Penalty: 6078.281738
	Iteration 26Q: 3 clusters Score -3.072003e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 207804 members 
Entering Unmasked Estep 
Score: -30720058.000000 Penalty: 6078.281738
	Iteration 27Q: 3 clusters Score -3.072006e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -30720092.000000 Penalty: 6078.281738
	Iteration 28Q: 3 clusters Score -3.072009e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -30720100.000000 Penalty: 6078.281738
	Iteration 29Q: 3 clusters Score -3.07201e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 208030 members 
Entering Unmasked Estep 
Score: -30720152.000000 Penalty: 6078.281738
	Iteration 30Q: 3 clusters Score -3.072015e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 208087 members 
Entering Unmasked Estep 
Score: -30720170.000000 Penalty: 6078.281738
	Iteration 31Q: 3 clusters Score -3.072017e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 208124 members 
Entering Unmasked Estep 
Score: -30720176.000000 Penalty: 6078.281738
	Iteration 32Q: 3 clusters Score -3.072018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 208149 members 
Entering Unmasked Estep 
Score: -30720178.000000 Penalty: 6078.281738
	Iteration 33Q: 3 clusters Score -3.072018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 208178 members 
Entering Unmasked Estep 
Score: -30720176.000000 Penalty: 6078.281738
	Iteration 34Q: 3 clusters Score -3.072018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -30720174.000000 Penalty: 6078.281738
	Iteration 35Q: 3 clusters Score -3.072017e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 208208 members 
Entering Unmasked Estep 
Score: -30720222.000000 Penalty: 6078.281738
	Iteration 36Q: 3 clusters Score -3.072022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 208218 members 
Entering Unmasked Estep 
Score: -30720192.000000 Penalty: 6078.281738
	Iteration 37Q: 3 clusters Score -3.072019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 208236 members 
Entering Unmasked Estep 
Score: -30720170.000000 Penalty: 6078.281738
	Iteration 38Q: 3 clusters Score -3.072017e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 208251 members 
Entering Unmasked Estep 
Score: -30720212.000000 Penalty: 6078.281738
	Iteration 39Q: 3 clusters Score -3.072021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 208265 members 
Entering Unmasked Estep 
Score: -30720190.000000 Penalty: 6078.281738
	Iteration 40F: 3 clusters Score -3.072019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -30720188.000000 Penalty: 6078.281738
	Iteration 41Q: 3 clusters Score -3.072019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 208310 members 
Entering Unmasked Estep 
Score: -30720186.000000 Penalty: 6078.281738
	Iteration 42Q: 3 clusters Score -3.072019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 208325 members 
Entering Unmasked Estep 
Score: -30720170.000000 Penalty: 6078.281738
	Iteration 43Q: 3 clusters Score -3.072017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 208334 members 
Entering Unmasked Estep 
Score: -30720170.000000 Penalty: 6078.281738
	Iteration 44Q: 3 clusters Score -3.072017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 208342 members 
Entering Unmasked Estep 
Score: -30720176.000000 Penalty: 6078.281738
	Iteration 45Q: 3 clusters Score -3.072018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 208357 members 
Entering Unmasked Estep 
Score: -30720158.000000 Penalty: 6078.281738
	Iteration 46Q: 3 clusters Score -3.072016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 208370 members 
Entering Unmasked Estep 
Score: -30720190.000000 Penalty: 6078.281738
	Iteration 47Q: 3 clusters Score -3.072019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 208380 members 
Entering Unmasked Estep 
Score: -30720192.000000 Penalty: 6078.281738
	Iteration 48Q: 3 clusters Score -3.072019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 208386 members 
Entering Unmasked Estep 
Score: -30720194.000000 Penalty: 6078.281738
	Iteration 49Q: 3 clusters Score -3.072019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 208391 members 
Entering Unmasked Estep 
Score: -30720182.000000 Penalty: 6078.281738
	Iteration 50Q: 3 clusters Score -3.072018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 208394 members 
Entering Unmasked Estep 
Score: -30720178.000000 Penalty: 6078.281738
	Iteration 51Q: 3 clusters Score -3.072018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 208400 members 
Entering Unmasked Estep 
Score: -30720214.000000 Penalty: 6078.281738
	Iteration 52Q: 3 clusters Score -3.072021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 208408 members 
Entering Unmasked Estep 
Score: -30720204.000000 Penalty: 6078.281738
	Iteration 53Q: 3 clusters Score -3.07202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -30720206.000000 Penalty: 6078.281738
	Iteration 54Q: 3 clusters Score -3.072021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 208412 members 
Entering Unmasked Estep 
Score: -30720208.000000 Penalty: 6078.281738
	Iteration 55Q: 3 clusters Score -3.072021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 208415 members 
Entering Unmasked Estep 
Score: -30720226.000000 Penalty: 6078.281738
	Iteration 56Q: 3 clusters Score -3.072023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 208416 members 
Entering Unmasked Estep 
Score: -30720212.000000 Penalty: 6078.281738
	Iteration 57Q: 3 clusters Score -3.072021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 208417 members 
Entering Unmasked Estep 
Score: -30720234.000000 Penalty: 6078.281738
	Iteration 58Q: 3 clusters Score -3.072023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 208417 members 
Entering Unmasked Estep 
Score: -30720224.000000 Penalty: 6078.281738
	Iteration 59Q: 3 clusters Score -3.072022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 208419 members 
Entering Unmasked Estep 
Score: -30720230.000000 Penalty: 6078.281738
	Iteration 60F: 3 clusters Score -3.072023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 208424 members 
Entering Unmasked Estep 
Score: -30720230.000000 Penalty: 6078.281738
	Iteration 61Q: 3 clusters Score -3.072023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 208428 members 
Entering Unmasked Estep 
Score: -30720236.000000 Penalty: 6078.281738
	Iteration 62Q: 3 clusters Score -3.072024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 208428 members 
Entering Unmasked Estep 
Score: -30720232.000000 Penalty: 6078.281738
	Iteration 63Q: 3 clusters Score -3.072023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 208427 members 
Entering Unmasked Estep 
Score: -30720230.000000 Penalty: 6078.281738
	Iteration 64Q: 3 clusters Score -3.072023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 208426 members 
Entering Unmasked Estep 
Score: -30720234.000000 Penalty: 6078.281738
	Iteration 65Q: 3 clusters Score -3.072023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 208427 members 
Entering Unmasked Estep 
Score: -30720224.000000 Penalty: 6078.281738
	Iteration 66Q: 3 clusters Score -3.072022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 208430 members 
Entering Unmasked Estep 
Score: -30720232.000000 Penalty: 6078.281738
	Iteration 67Q: 3 clusters Score -3.072023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 208431 members 
Entering Unmasked Estep 
Score: -30720220.000000 Penalty: 6078.281738
	Iteration 68Q: 3 clusters Score -3.072022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 208434 members 
Entering Unmasked Estep 
Score: -30720216.000000 Penalty: 6078.281738
	Iteration 69Q: 3 clusters Score -3.072022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 208435 members 
Entering Unmasked Estep 
Score: -30720210.000000 Penalty: 6078.281738
	Iteration 70Q: 3 clusters Score -3.072021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 208436 members 
Entering Unmasked Estep 
Score: -30720214.000000 Penalty: 6078.281738
	Iteration 71Q: 3 clusters Score -3.072021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 208437 members 
Entering Unmasked Estep 
Score: -30720198.000000 Penalty: 6078.281738
	Iteration 72Q: 3 clusters Score -3.07202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 208436 members 
Entering Unmasked Estep 
Score: -30720204.000000 Penalty: 6078.281738
	Iteration 73Q: 3 clusters Score -3.07202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 208437 members 
Entering Unmasked Estep 
Score: -30720226.000000 Penalty: 6078.281738
	Iteration 74Q: 3 clusters Score -3.072023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 208438 members 
Entering Unmasked Estep 
Score: -30720224.000000 Penalty: 6078.281738
	Iteration 75Q: 3 clusters Score -3.072022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 208439 members 
Entering Unmasked Estep 
Score: -30720224.000000 Penalty: 6078.281738
	Iteration 76Q: 3 clusters Score -3.072022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 208439 members 
Entering Unmasked Estep 
Score: -30720224.000000 Penalty: 6078.281738
	Iteration 77F: 3 clusters Score -3.072022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2678521.250000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -2678521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2665216.000000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -2665216 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2669505.500000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -2669506 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2669831.500000 Penalty: 4881.782227
	Iteration 2Q: 3 clusters Score -2669832 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2670116.500000 Penalty: 4881.782227
	Iteration 3Q: 3 clusters Score -2670116 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2670385.750000 Penalty: 4881.782227
	Iteration 4Q: 3 clusters Score -2670386 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2670655.250000 Penalty: 4881.782227
	Iteration 5Q: 3 clusters Score -2670655 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2670970.000000 Penalty: 4881.782227
	Iteration 6Q: 3 clusters Score -2670970 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2671446.750000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -2671447 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2672098.500000 Penalty: 4881.782227
	Iteration 8F: 3 clusters Score -2672098 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2672946.000000 Penalty: 4881.782227
	Iteration 9F: 3 clusters Score -2672946 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2673894.750000 Penalty: 4881.782227
	Iteration 10F: 3 clusters Score -2673895 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2674755.250000 Penalty: 4881.782227
	Iteration 11F: 3 clusters Score -2674755 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2675453.250000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -2675453 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2675871.000000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -2675871 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2676100.250000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -2676100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2676227.750000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -2676228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2676317.500000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -2676318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2676364.500000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -2676364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2676399.500000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -2676400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2676423.000000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -2676423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2676439.000000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -2676439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2676448.500000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -2676448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2676457.750000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -2676458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2676460.500000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -2676460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2676463.250000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -2676463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2676463.750000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -2676464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2676463.750000 Penalty: 4881.782227
	Iteration 26F: 3 clusters Score -2676464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -1502361.750000 Penalty: 2297.042480
	Iteration 0F: 2 clusters Score -1502362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1494344.750000 Penalty: 4594.084961
	Iteration 0F: 3 clusters Score -1494345 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1496621.750000 Penalty: 4594.084961
	Iteration 1F: 3 clusters Score -1496622 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1496900.250000 Penalty: 4594.084961
	Iteration 2F: 3 clusters Score -1496900 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1497119.000000 Penalty: 4594.084961
	Iteration 3Q: 3 clusters Score -1497119 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1497286.500000 Penalty: 4594.084961
	Iteration 4Q: 3 clusters Score -1497286 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1497397.750000 Penalty: 4594.084961
	Iteration 5Q: 3 clusters Score -1497398 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1497467.000000 Penalty: 4594.084961
	Iteration 6Q: 3 clusters Score -1497467 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1497538.875000 Penalty: 4594.084961
	Iteration 7Q: 3 clusters Score -1497539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1497616.625000 Penalty: 4594.084961
	Iteration 8Q: 3 clusters Score -1497617 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1497698.625000 Penalty: 4594.084961
	Iteration 9Q: 3 clusters Score -1497699 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1497784.250000 Penalty: 4594.084961
	Iteration 10Q: 3 clusters Score -1497784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1497909.625000 Penalty: 4594.084961
	Iteration 11Q: 3 clusters Score -1497910 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1498074.875000 Penalty: 4594.084961
	Iteration 12Q: 3 clusters Score -1498075 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1498262.125000 Penalty: 4594.084961
	Iteration 13Q: 3 clusters Score -1498262 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1498520.875000 Penalty: 4594.084961
	Iteration 14Q: 3 clusters Score -1498521 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1498843.875000 Penalty: 4594.084961
	Iteration 15Q: 3 clusters Score -1498844 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1499160.750000 Penalty: 4594.084961
	Iteration 16Q: 3 clusters Score -1499161 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1499431.375000 Penalty: 4594.084961
	Iteration 17Q: 3 clusters Score -1499431 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1499656.750000 Penalty: 4594.084961
	Iteration 18Q: 3 clusters Score -1499657 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1499827.125000 Penalty: 4594.084961
	Iteration 19Q: 3 clusters Score -1499827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1499953.750000 Penalty: 4594.084961
	Iteration 20F: 3 clusters Score -1499954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1500041.375000 Penalty: 4594.084961
	Iteration 21Q: 3 clusters Score -1500041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1500115.625000 Penalty: 4594.084961
	Iteration 22Q: 3 clusters Score -1500116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1500161.375000 Penalty: 4594.084961
	Iteration 23Q: 3 clusters Score -1500161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1500200.500000 Penalty: 4594.084961
	Iteration 24Q: 3 clusters Score -1500200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1500225.500000 Penalty: 4594.084961
	Iteration 25Q: 3 clusters Score -1500226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1500241.875000 Penalty: 4594.084961
	Iteration 26Q: 3 clusters Score -1500242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1500260.000000 Penalty: 4594.084961
	Iteration 27Q: 3 clusters Score -1500260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1500273.625000 Penalty: 4594.084961
	Iteration 28Q: 3 clusters Score -1500274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1500280.250000 Penalty: 4594.084961
	Iteration 29Q: 3 clusters Score -1500280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1500280.375000 Penalty: 4594.084961
	Iteration 30Q: 3 clusters Score -1500280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1500281.500000 Penalty: 4594.084961
	Iteration 31Q: 3 clusters Score -1500282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1500283.375000 Penalty: 4594.084961
	Iteration 32Q: 3 clusters Score -1500283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1500284.375000 Penalty: 4594.084961
	Iteration 33Q: 3 clusters Score -1500284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1500285.250000 Penalty: 4594.084961
	Iteration 34Q: 3 clusters Score -1500285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1500288.000000 Penalty: 4594.084961
	Iteration 35Q: 3 clusters Score -1500288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1500291.875000 Penalty: 4594.084961
	Iteration 36Q: 3 clusters Score -1500292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1500297.250000 Penalty: 4594.084961
	Iteration 37Q: 3 clusters Score -1500297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1500301.750000 Penalty: 4594.084961
	Iteration 38Q: 3 clusters Score -1500302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1500305.875000 Penalty: 4594.084961
	Iteration 39Q: 3 clusters Score -1500306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1500309.375000 Penalty: 4594.084961
	Iteration 40F: 3 clusters Score -1500309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1500308.500000 Penalty: 4594.084961
	Iteration 41Q: 3 clusters Score -1500308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1500308.500000 Penalty: 4594.084961
	Iteration 42F: 3 clusters Score -1500308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -317327.656250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -317327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -314524.968750 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -314525 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -315024.906250 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -315024.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315139.062500 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -315139.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315215.000000 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -315215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -315259.468750 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -315259.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315299.156250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -315299.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315330.718750 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -315330.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -315356.343750 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -315356.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315382.250000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -315382.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -315411.687500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -315411.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -315436.531250 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -315436.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315457.156250 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -315457.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -315479.437500 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -315479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -315496.437500 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -315496.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -315516.250000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -315516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -315539.812500 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -315539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -315568.843750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -315568.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -315598.718750 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -315598.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -315629.781250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -315629.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -315658.875000 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -315658.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -315682.312500 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -315682.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -315700.343750 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -315700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -315716.406250 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -315716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -315734.312500 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -315734.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -315748.687500 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -315748.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -315771.968750 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -315772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -315793.843750 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -315793.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -315805.875000 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -315805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -315813.500000 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -315813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -315823.718750 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -315823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -315831.281250 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -315831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -315836.437500 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -315836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -315842.312500 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -315842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -315852.250000 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -315852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -315858.375000 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -315858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -315866.593750 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -315866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -315870.937500 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -315870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -315872.687500 Penalty: 3836.558105
	Iteration 37Q: 3 clusters Score -315872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -315875.031250 Penalty: 3836.558105
	Iteration 38Q: 3 clusters Score -315875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -315876.625000 Penalty: 3836.558105
	Iteration 39Q: 3 clusters Score -315876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -315876.312500 Penalty: 3836.558105
	Iteration 40F: 3 clusters Score -315876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -315877.156250 Penalty: 3836.558105
	Iteration 41Q: 3 clusters Score -315877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -315880.187500 Penalty: 3836.558105
	Iteration 42Q: 3 clusters Score -315880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -315885.281250 Penalty: 3836.558105
	Iteration 43Q: 3 clusters Score -315885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -315888.156250 Penalty: 3836.558105
	Iteration 44Q: 3 clusters Score -315888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -315889.093750 Penalty: 3836.558105
	Iteration 45Q: 3 clusters Score -315889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -315889.093750 Penalty: 3836.558105
	Iteration 46F: 3 clusters Score -315889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Entering Unmasked Estep 
Score: -1708680.125000 Penalty: 2320.951172
	Iteration 0F: 2 clusters Score -1708680 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 5802 members 
Entering Unmasked Estep 
Score: -1699961.750000 Penalty: 4641.902344
	Iteration 0F: 3 clusters Score -1699962 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1702445.125000 Penalty: 4641.902344
	Iteration 1F: 3 clusters Score -1702445 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1702706.125000 Penalty: 4641.902344
	Iteration 2F: 3 clusters Score -1702706 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1702890.750000 Penalty: 4641.902344
	Iteration 3Q: 3 clusters Score -1702891 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1703035.875000 Penalty: 4641.902344
	Iteration 4Q: 3 clusters Score -1703036 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1703149.000000 Penalty: 4641.902344
	Iteration 5Q: 3 clusters Score -1703149 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1703238.625000 Penalty: 4641.902344
	Iteration 6Q: 3 clusters Score -1703239 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1703321.000000 Penalty: 4641.902344
	Iteration 7Q: 3 clusters Score -1703321 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1703389.250000 Penalty: 4641.902344
	Iteration 8Q: 3 clusters Score -1703389 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1703438.250000 Penalty: 4641.902344
	Iteration 9Q: 3 clusters Score -1703438 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1703477.375000 Penalty: 4641.902344
	Iteration 10Q: 3 clusters Score -1703477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1703504.125000 Penalty: 4641.902344
	Iteration 11Q: 3 clusters Score -1703504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1703535.625000 Penalty: 4641.902344
	Iteration 12Q: 3 clusters Score -1703536 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1703571.625000 Penalty: 4641.902344
	Iteration 13Q: 3 clusters Score -1703572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1703590.250000 Penalty: 4641.902344
	Iteration 14Q: 3 clusters Score -1703590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1703613.625000 Penalty: 4641.902344
	Iteration 15Q: 3 clusters Score -1703614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1703645.750000 Penalty: 4641.902344
	Iteration 16Q: 3 clusters Score -1703646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1703681.625000 Penalty: 4641.902344
	Iteration 17Q: 3 clusters Score -1703682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1703722.000000 Penalty: 4641.902344
	Iteration 18Q: 3 clusters Score -1703722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1703755.875000 Penalty: 4641.902344
	Iteration 19Q: 3 clusters Score -1703756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1703806.000000 Penalty: 4641.902344
	Iteration 20F: 3 clusters Score -1703806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1703864.750000 Penalty: 4641.902344
	Iteration 21Q: 3 clusters Score -1703865 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1703938.625000 Penalty: 4641.902344
	Iteration 22Q: 3 clusters Score -1703939 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1704032.000000 Penalty: 4641.902344
	Iteration 23Q: 3 clusters Score -1704032 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1704142.500000 Penalty: 4641.902344
	Iteration 24Q: 3 clusters Score -1704142 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1704282.875000 Penalty: 4641.902344
	Iteration 25Q: 3 clusters Score -1704283 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1704447.750000 Penalty: 4641.902344
	Iteration 26Q: 3 clusters Score -1704448 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1704622.875000 Penalty: 4641.902344
	Iteration 27Q: 3 clusters Score -1704623 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1704801.875000 Penalty: 4641.902344
	Iteration 28Q: 3 clusters Score -1704802 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1704974.125000 Penalty: 4641.902344
	Iteration 29Q: 3 clusters Score -1704974 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1705102.875000 Penalty: 4641.902344
	Iteration 30Q: 3 clusters Score -1705103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1705199.125000 Penalty: 4641.902344
	Iteration 31Q: 3 clusters Score -1705199 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1705270.250000 Penalty: 4641.902344
	Iteration 32Q: 3 clusters Score -1705270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1705322.750000 Penalty: 4641.902344
	Iteration 33Q: 3 clusters Score -1705323 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1705371.375000 Penalty: 4641.902344
	Iteration 34Q: 3 clusters Score -1705371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1705418.125000 Penalty: 4641.902344
	Iteration 35Q: 3 clusters Score -1705418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1705458.250000 Penalty: 4641.902344
	Iteration 36Q: 3 clusters Score -1705458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1705494.125000 Penalty: 4641.902344
	Iteration 37Q: 3 clusters Score -1705494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1705521.250000 Penalty: 4641.902344
	Iteration 38Q: 3 clusters Score -1705521 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1705556.625000 Penalty: 4641.902344
	Iteration 39Q: 3 clusters Score -1705557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1705584.000000 Penalty: 4641.902344
	Iteration 40F: 3 clusters Score -1705584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1705609.625000 Penalty: 4641.902344
	Iteration 41Q: 3 clusters Score -1705610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1705642.625000 Penalty: 4641.902344
	Iteration 42Q: 3 clusters Score -1705643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1705675.125000 Penalty: 4641.902344
	Iteration 43Q: 3 clusters Score -1705675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1705712.750000 Penalty: 4641.902344
	Iteration 44Q: 3 clusters Score -1705713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1705746.125000 Penalty: 4641.902344
	Iteration 45Q: 3 clusters Score -1705746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1705783.875000 Penalty: 4641.902344
	Iteration 46Q: 3 clusters Score -1705784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1705826.000000 Penalty: 4641.902344
	Iteration 47Q: 3 clusters Score -1705826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1705870.250000 Penalty: 4641.902344
	Iteration 48Q: 3 clusters Score -1705870 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1705915.000000 Penalty: 4641.902344
	Iteration 49Q: 3 clusters Score -1705915 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1705961.500000 Penalty: 4641.902344
	Iteration 50Q: 3 clusters Score -1705962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1705996.250000 Penalty: 4641.902344
	Iteration 51Q: 3 clusters Score -1705996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1706024.875000 Penalty: 4641.902344
	Iteration 52Q: 3 clusters Score -1706025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1706047.500000 Penalty: 4641.902344
	Iteration 53Q: 3 clusters Score -1706048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1706071.750000 Penalty: 4641.902344
	Iteration 54Q: 3 clusters Score -1706072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1706096.625000 Penalty: 4641.902344
	Iteration 55Q: 3 clusters Score -1706097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1706114.000000 Penalty: 4641.902344
	Iteration 56Q: 3 clusters Score -1706114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1706124.375000 Penalty: 4641.902344
	Iteration 57Q: 3 clusters Score -1706124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1706137.500000 Penalty: 4641.902344
	Iteration 58Q: 3 clusters Score -1706138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1706158.250000 Penalty: 4641.902344
	Iteration 59Q: 3 clusters Score -1706158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1706177.375000 Penalty: 4641.902344
	Iteration 60F: 3 clusters Score -1706177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1706192.500000 Penalty: 4641.902344
	Iteration 61Q: 3 clusters Score -1706192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1706212.375000 Penalty: 4641.902344
	Iteration 62Q: 3 clusters Score -1706212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1706224.000000 Penalty: 4641.902344
	Iteration 63Q: 3 clusters Score -1706224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1706235.875000 Penalty: 4641.902344
	Iteration 64Q: 3 clusters Score -1706236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1706240.375000 Penalty: 4641.902344
	Iteration 65Q: 3 clusters Score -1706240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1706252.375000 Penalty: 4641.902344
	Iteration 66Q: 3 clusters Score -1706252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1706260.000000 Penalty: 4641.902344
	Iteration 67Q: 3 clusters Score -1706260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1706260.875000 Penalty: 4641.902344
	Iteration 68Q: 3 clusters Score -1706261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1706261.500000 Penalty: 4641.902344
	Iteration 69Q: 3 clusters Score -1706262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1706268.000000 Penalty: 4641.902344
	Iteration 70Q: 3 clusters Score -1706268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1706264.375000 Penalty: 4641.902344
	Iteration 71Q: 3 clusters Score -1706264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1706270.750000 Penalty: 4641.902344
	Iteration 72Q: 3 clusters Score -1706271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1706272.125000 Penalty: 4641.902344
	Iteration 73Q: 3 clusters Score -1706272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1706276.500000 Penalty: 4641.902344
	Iteration 74Q: 3 clusters Score -1706276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1706282.375000 Penalty: 4641.902344
	Iteration 75Q: 3 clusters Score -1706282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1706291.375000 Penalty: 4641.902344
	Iteration 76Q: 3 clusters Score -1706291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1706294.500000 Penalty: 4641.902344
	Iteration 77Q: 3 clusters Score -1706294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1706295.250000 Penalty: 4641.902344
	Iteration 78Q: 3 clusters Score -1706295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1706300.125000 Penalty: 4641.902344
	Iteration 79Q: 3 clusters Score -1706300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1706305.625000 Penalty: 4641.902344
	Iteration 80F: 3 clusters Score -1706306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1706310.250000 Penalty: 4641.902344
	Iteration 81Q: 3 clusters Score -1706310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1706317.750000 Penalty: 4641.902344
	Iteration 82Q: 3 clusters Score -1706318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1706317.875000 Penalty: 4641.902344
	Iteration 83Q: 3 clusters Score -1706318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1706327.750000 Penalty: 4641.902344
	Iteration 84Q: 3 clusters Score -1706328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1706333.500000 Penalty: 4641.902344
	Iteration 85Q: 3 clusters Score -1706334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1706338.625000 Penalty: 4641.902344
	Iteration 86Q: 3 clusters Score -1706339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1706347.000000 Penalty: 4641.902344
	Iteration 87Q: 3 clusters Score -1706347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1706351.000000 Penalty: 4641.902344
	Iteration 88Q: 3 clusters Score -1706351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1706355.625000 Penalty: 4641.902344
	Iteration 89Q: 3 clusters Score -1706356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1706353.625000 Penalty: 4641.902344
	Iteration 90Q: 3 clusters Score -1706354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1706358.750000 Penalty: 4641.902344
	Iteration 91Q: 3 clusters Score -1706359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1706368.375000 Penalty: 4641.902344
	Iteration 92Q: 3 clusters Score -1706368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1706370.250000 Penalty: 4641.902344
	Iteration 93Q: 3 clusters Score -1706370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1706369.625000 Penalty: 4641.902344
	Iteration 94Q: 3 clusters Score -1706370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1706372.750000 Penalty: 4641.902344
	Iteration 95Q: 3 clusters Score -1706373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1706373.625000 Penalty: 4641.902344
	Iteration 96Q: 3 clusters Score -1706374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1706376.000000 Penalty: 4641.902344
	Iteration 97Q: 3 clusters Score -1706376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1706382.875000 Penalty: 4641.902344
	Iteration 98Q: 3 clusters Score -1706383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1706383.500000 Penalty: 4641.902344
	Iteration 99Q: 3 clusters Score -1706384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1706384.625000 Penalty: 4641.902344
	Iteration 100F: 3 clusters Score -1706385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1706388.875000 Penalty: 4641.902344
	Iteration 101Q: 3 clusters Score -1706389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1706389.000000 Penalty: 4641.902344
	Iteration 102Q: 3 clusters Score -1706389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1706390.500000 Penalty: 4641.902344
	Iteration 103Q: 3 clusters Score -1706390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1706392.375000 Penalty: 4641.902344
	Iteration 104Q: 3 clusters Score -1706392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1706394.625000 Penalty: 4641.902344
	Iteration 105Q: 3 clusters Score -1706395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1706395.875000 Penalty: 4641.902344
	Iteration 106Q: 3 clusters Score -1706396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1706394.750000 Penalty: 4641.902344
	Iteration 107Q: 3 clusters Score -1706395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1706396.250000 Penalty: 4641.902344
	Iteration 108Q: 3 clusters Score -1706396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1706395.000000 Penalty: 4641.902344
	Iteration 109Q: 3 clusters Score -1706395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1706398.125000 Penalty: 4641.902344
	Iteration 110Q: 3 clusters Score -1706398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1706396.750000 Penalty: 4641.902344
	Iteration 111Q: 3 clusters Score -1706397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1706400.750000 Penalty: 4641.902344
	Iteration 112Q: 3 clusters Score -1706401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1706400.375000 Penalty: 4641.902344
	Iteration 113Q: 3 clusters Score -1706400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1706403.375000 Penalty: 4641.902344
	Iteration 114Q: 3 clusters Score -1706403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1706405.625000 Penalty: 4641.902344
	Iteration 115Q: 3 clusters Score -1706406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1706405.875000 Penalty: 4641.902344
	Iteration 116Q: 3 clusters Score -1706406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1706406.000000 Penalty: 4641.902344
	Iteration 117Q: 3 clusters Score -1706406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1706404.250000 Penalty: 4641.902344
	Iteration 118Q: 3 clusters Score -1706404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1706408.500000 Penalty: 4641.902344
	Iteration 119Q: 3 clusters Score -1706408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1706405.000000 Penalty: 4641.902344
	Iteration 120F: 3 clusters Score -1706405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Entering Unmasked Estep 
Score: -1716180.375000 Penalty: 2351.584961
	Iteration 0F: 2 clusters Score -1716180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1706462.375000 Penalty: 4703.169922
	Iteration 0F: 3 clusters Score -1706462 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1709647.875000 Penalty: 4703.169922
	Iteration 1F: 3 clusters Score -1709648 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1710129.875000 Penalty: 4703.169922
	Iteration 2F: 3 clusters Score -1710130 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1710601.000000 Penalty: 4703.169922
	Iteration 3F: 3 clusters Score -1710601 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1711127.125000 Penalty: 4703.169922
	Iteration 4F: 3 clusters Score -1711127 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1711555.875000 Penalty: 4703.169922
	Iteration 5F: 3 clusters Score -1711556 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1711896.125000 Penalty: 4703.169922
	Iteration 6Q: 3 clusters Score -1711896 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1712150.250000 Penalty: 4703.169922
	Iteration 7Q: 3 clusters Score -1712150 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1712364.875000 Penalty: 4703.169922
	Iteration 8Q: 3 clusters Score -1712365 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1712574.750000 Penalty: 4703.169922
	Iteration 9Q: 3 clusters Score -1712575 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1712766.625000 Penalty: 4703.169922
	Iteration 10Q: 3 clusters Score -1712767 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1712924.125000 Penalty: 4703.169922
	Iteration 11Q: 3 clusters Score -1712924 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1713094.750000 Penalty: 4703.169922
	Iteration 12Q: 3 clusters Score -1713095 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1713247.375000 Penalty: 4703.169922
	Iteration 13Q: 3 clusters Score -1713247 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1713402.375000 Penalty: 4703.169922
	Iteration 14Q: 3 clusters Score -1713402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1713547.875000 Penalty: 4703.169922
	Iteration 15Q: 3 clusters Score -1713548 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1713693.625000 Penalty: 4703.169922
	Iteration 16Q: 3 clusters Score -1713694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1713816.875000 Penalty: 4703.169922
	Iteration 17Q: 3 clusters Score -1713817 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1713930.875000 Penalty: 4703.169922
	Iteration 18Q: 3 clusters Score -1713931 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1714017.500000 Penalty: 4703.169922
	Iteration 19Q: 3 clusters Score -1714018 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1714111.625000 Penalty: 4703.169922
	Iteration 20F: 3 clusters Score -1714112 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1714225.000000 Penalty: 4703.169922
	Iteration 21Q: 3 clusters Score -1714225 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1714318.625000 Penalty: 4703.169922
	Iteration 22Q: 3 clusters Score -1714319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1714384.750000 Penalty: 4703.169922
	Iteration 23Q: 3 clusters Score -1714385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1714448.000000 Penalty: 4703.169922
	Iteration 24Q: 3 clusters Score -1714448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1714503.000000 Penalty: 4703.169922
	Iteration 25Q: 3 clusters Score -1714503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1714551.875000 Penalty: 4703.169922
	Iteration 26Q: 3 clusters Score -1714552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1714591.500000 Penalty: 4703.169922
	Iteration 27Q: 3 clusters Score -1714592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1714622.500000 Penalty: 4703.169922
	Iteration 28Q: 3 clusters Score -1714622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1714640.625000 Penalty: 4703.169922
	Iteration 29Q: 3 clusters Score -1714641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1714658.625000 Penalty: 4703.169922
	Iteration 30Q: 3 clusters Score -1714659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1714671.875000 Penalty: 4703.169922
	Iteration 31Q: 3 clusters Score -1714672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1714683.375000 Penalty: 4703.169922
	Iteration 32Q: 3 clusters Score -1714683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1714690.500000 Penalty: 4703.169922
	Iteration 33Q: 3 clusters Score -1714690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1714697.625000 Penalty: 4703.169922
	Iteration 34Q: 3 clusters Score -1714698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1714700.125000 Penalty: 4703.169922
	Iteration 35Q: 3 clusters Score -1714700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1714704.625000 Penalty: 4703.169922
	Iteration 36Q: 3 clusters Score -1714705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1714706.875000 Penalty: 4703.169922
	Iteration 37Q: 3 clusters Score -1714707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1714714.500000 Penalty: 4703.169922
	Iteration 38Q: 3 clusters Score -1714714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1714716.000000 Penalty: 4703.169922
	Iteration 39Q: 3 clusters Score -1714716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1714717.750000 Penalty: 4703.169922
	Iteration 40F: 3 clusters Score -1714718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1714720.000000 Penalty: 4703.169922
	Iteration 41Q: 3 clusters Score -1714720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1714731.250000 Penalty: 4703.169922
	Iteration 42Q: 3 clusters Score -1714731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1714732.625000 Penalty: 4703.169922
	Iteration 43Q: 3 clusters Score -1714733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1714736.375000 Penalty: 4703.169922
	Iteration 44Q: 3 clusters Score -1714736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1714740.250000 Penalty: 4703.169922
	Iteration 45Q: 3 clusters Score -1714740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1714743.375000 Penalty: 4703.169922
	Iteration 46Q: 3 clusters Score -1714743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1714744.500000 Penalty: 4703.169922
	Iteration 47Q: 3 clusters Score -1714744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1714748.375000 Penalty: 4703.169922
	Iteration 48Q: 3 clusters Score -1714748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1714747.125000 Penalty: 4703.169922
	Iteration 49Q: 3 clusters Score -1714747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1714747.125000 Penalty: 4703.169922
	Iteration 50F: 3 clusters Score -1714747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -77184.664062 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -77184.66 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 310 members 
Entering Unmasked Estep 
Score: -75582.601562 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -75582.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75856.375000 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -75856.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76000.710938 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76000.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76156.093750 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -76156.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76257.132812 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -76257.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76313.671875 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76313.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76333.867188 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76333.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76369.054688 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76369.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76385.734375 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -76385.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76393.945312 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -76393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76393.945312 Penalty: 3167.056396
	Iteration 10F: 3 clusters Score -76393.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -367630.375000 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -367630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -364566.843750 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -364566.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -365312.281250 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -365312.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -365547.843750 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -365547.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -365717.562500 Penalty: 3938.882568
	Iteration 3F: 3 clusters Score -365717.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -365816.531250 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -365816.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365906.312500 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -365906.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -365984.281250 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -365984.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -366044.500000 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -366044.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366091.187500 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -366091.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -366137.250000 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -366137.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366172.531250 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -366172.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -366200.437500 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -366200.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -366221.062500 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -366221.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -366244.125000 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -366244.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -366271.343750 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -366271.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -366295.031250 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -366295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -366312.000000 Penalty: 3938.882568
	Iteration 16Q: 3 clusters Score -366312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -366333.093750 Penalty: 3938.882568
	Iteration 17Q: 3 clusters Score -366333.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -366348.625000 Penalty: 3938.882568
	Iteration 18Q: 3 clusters Score -366348.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -366366.750000 Penalty: 3938.882568
	Iteration 19Q: 3 clusters Score -366366.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -366391.968750 Penalty: 3938.882568
	Iteration 20F: 3 clusters Score -366392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -366411.781250 Penalty: 3938.882568
	Iteration 21Q: 3 clusters Score -366411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -366426.875000 Penalty: 3938.882568
	Iteration 22Q: 3 clusters Score -366426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -366439.687500 Penalty: 3938.882568
	Iteration 23Q: 3 clusters Score -366439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -366450.968750 Penalty: 3938.882568
	Iteration 24Q: 3 clusters Score -366451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -366458.375000 Penalty: 3938.882568
	Iteration 25Q: 3 clusters Score -366458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -366464.937500 Penalty: 3938.882568
	Iteration 26Q: 3 clusters Score -366464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -366472.156250 Penalty: 3938.882568
	Iteration 27Q: 3 clusters Score -366472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -366473.843750 Penalty: 3938.882568
	Iteration 28Q: 3 clusters Score -366473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -366478.062500 Penalty: 3938.882568
	Iteration 29Q: 3 clusters Score -366478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -366482.437500 Penalty: 3938.882568
	Iteration 30Q: 3 clusters Score -366482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -366486.875000 Penalty: 3938.882568
	Iteration 31Q: 3 clusters Score -366486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -366487.968750 Penalty: 3938.882568
	Iteration 32Q: 3 clusters Score -366488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -366488.625000 Penalty: 3938.882568
	Iteration 33Q: 3 clusters Score -366488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -366488.625000 Penalty: 3938.882568
	Iteration 34F: 3 clusters Score -366488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Entering Unmasked Estep 
Score: -3402087.000000 Penalty: 2490.898438
	Iteration 0F: 2 clusters Score -3402087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3386009.500000 Penalty: 4981.796875
	Iteration 0F: 3 clusters Score -3386010 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3391470.500000 Penalty: 4981.796875
	Iteration 1F: 3 clusters Score -3391470 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3391853.750000 Penalty: 4981.796875
	Iteration 2F: 3 clusters Score -3391854 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3392203.250000 Penalty: 4981.796875
	Iteration 3Q: 3 clusters Score -3392203 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3392597.500000 Penalty: 4981.796875
	Iteration 4Q: 3 clusters Score -3392598 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3393137.750000 Penalty: 4981.796875
	Iteration 5Q: 3 clusters Score -3393138 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3393870.000000 Penalty: 4981.796875
	Iteration 6F: 3 clusters Score -3393870 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3394918.750000 Penalty: 4981.796875
	Iteration 7F: 3 clusters Score -3394919 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3396239.250000 Penalty: 4981.796875
	Iteration 8F: 3 clusters Score -3396239 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3397579.250000 Penalty: 4981.796875
	Iteration 9F: 3 clusters Score -3397579 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3398621.250000 Penalty: 4981.796875
	Iteration 10Q: 3 clusters Score -3398621 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3399260.750000 Penalty: 4981.796875
	Iteration 11Q: 3 clusters Score -3399261 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3399608.500000 Penalty: 4981.796875
	Iteration 12Q: 3 clusters Score -3399608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3399766.500000 Penalty: 4981.796875
	Iteration 13Q: 3 clusters Score -3399766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3399839.000000 Penalty: 4981.796875
	Iteration 14Q: 3 clusters Score -3399839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3399889.750000 Penalty: 4981.796875
	Iteration 15Q: 3 clusters Score -3399890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3399919.750000 Penalty: 4981.796875
	Iteration 16Q: 3 clusters Score -3399920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3399936.500000 Penalty: 4981.796875
	Iteration 17Q: 3 clusters Score -3399936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3399950.750000 Penalty: 4981.796875
	Iteration 18Q: 3 clusters Score -3399951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3399958.750000 Penalty: 4981.796875
	Iteration 19Q: 3 clusters Score -3399959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3399971.750000 Penalty: 4981.796875
	Iteration 20F: 3 clusters Score -3399972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3399976.000000 Penalty: 4981.796875
	Iteration 21Q: 3 clusters Score -3399976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3399985.500000 Penalty: 4981.796875
	Iteration 22Q: 3 clusters Score -3399986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3399990.000000 Penalty: 4981.796875
	Iteration 23Q: 3 clusters Score -3399990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3399989.750000 Penalty: 4981.796875
	Iteration 24Q: 3 clusters Score -3399990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3399995.250000 Penalty: 4981.796875
	Iteration 25Q: 3 clusters Score -3399995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3399999.500000 Penalty: 4981.796875
	Iteration 26Q: 3 clusters Score -3400000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3400001.500000 Penalty: 4981.796875
	Iteration 27Q: 3 clusters Score -3400002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3400002.500000 Penalty: 4981.796875
	Iteration 28Q: 3 clusters Score -3400002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3400000.250000 Penalty: 4981.796875
	Iteration 29Q: 3 clusters Score -3400000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3400000.250000 Penalty: 4981.796875
	Iteration 30F: 3 clusters Score -3400000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Entering Unmasked Estep 
Score: -2434531.000000 Penalty: 2422.835693
	Iteration 0F: 2 clusters Score -2434531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2422176.500000 Penalty: 4845.671387
	Iteration 0F: 3 clusters Score -2422176 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2426130.500000 Penalty: 4845.671387
	Iteration 1F: 3 clusters Score -2426130 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2426490.750000 Penalty: 4845.671387
	Iteration 2F: 3 clusters Score -2426491 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2426836.000000 Penalty: 4845.671387
	Iteration 3Q: 3 clusters Score -2426836 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2427193.750000 Penalty: 4845.671387
	Iteration 4Q: 3 clusters Score -2427194 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2427637.250000 Penalty: 4845.671387
	Iteration 5Q: 3 clusters Score -2427637 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2428252.250000 Penalty: 4845.671387
	Iteration 6F: 3 clusters Score -2428252 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2428895.500000 Penalty: 4845.671387
	Iteration 7F: 3 clusters Score -2428896 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2429474.250000 Penalty: 4845.671387
	Iteration 8F: 3 clusters Score -2429474 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2430001.000000 Penalty: 4845.671387
	Iteration 9Q: 3 clusters Score -2430001 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2430473.500000 Penalty: 4845.671387
	Iteration 10Q: 3 clusters Score -2430474 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2430906.250000 Penalty: 4845.671387
	Iteration 11Q: 3 clusters Score -2430906 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2431291.500000 Penalty: 4845.671387
	Iteration 12Q: 3 clusters Score -2431292 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2431667.750000 Penalty: 4845.671387
	Iteration 13Q: 3 clusters Score -2431668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2431996.750000 Penalty: 4845.671387
	Iteration 14Q: 3 clusters Score -2431997 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2432239.750000 Penalty: 4845.671387
	Iteration 15Q: 3 clusters Score -2432240 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2432394.750000 Penalty: 4845.671387
	Iteration 16Q: 3 clusters Score -2432395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2432498.000000 Penalty: 4845.671387
	Iteration 17Q: 3 clusters Score -2432498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2432565.750000 Penalty: 4845.671387
	Iteration 18Q: 3 clusters Score -2432566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2432608.750000 Penalty: 4845.671387
	Iteration 19Q: 3 clusters Score -2432609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2432647.750000 Penalty: 4845.671387
	Iteration 20F: 3 clusters Score -2432648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2432694.500000 Penalty: 4845.671387
	Iteration 21Q: 3 clusters Score -2432694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2432738.250000 Penalty: 4845.671387
	Iteration 22Q: 3 clusters Score -2432738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2432783.250000 Penalty: 4845.671387
	Iteration 23Q: 3 clusters Score -2432783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2432825.250000 Penalty: 4845.671387
	Iteration 24Q: 3 clusters Score -2432825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2432851.000000 Penalty: 4845.671387
	Iteration 25Q: 3 clusters Score -2432851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2432865.750000 Penalty: 4845.671387
	Iteration 26Q: 3 clusters Score -2432866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2432876.500000 Penalty: 4845.671387
	Iteration 27Q: 3 clusters Score -2432876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2432892.250000 Penalty: 4845.671387
	Iteration 28Q: 3 clusters Score -2432892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2432905.750000 Penalty: 4845.671387
	Iteration 29Q: 3 clusters Score -2432906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2432913.750000 Penalty: 4845.671387
	Iteration 30Q: 3 clusters Score -2432914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2432919.500000 Penalty: 4845.671387
	Iteration 31Q: 3 clusters Score -2432920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2432930.500000 Penalty: 4845.671387
	Iteration 32Q: 3 clusters Score -2432930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2432930.000000 Penalty: 4845.671387
	Iteration 33Q: 3 clusters Score -2432930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2432934.000000 Penalty: 4845.671387
	Iteration 34Q: 3 clusters Score -2432934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2432935.250000 Penalty: 4845.671387
	Iteration 35Q: 3 clusters Score -2432935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2432936.250000 Penalty: 4845.671387
	Iteration 36Q: 3 clusters Score -2432936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2432939.250000 Penalty: 4845.671387
	Iteration 37Q: 3 clusters Score -2432939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2432941.250000 Penalty: 4845.671387
	Iteration 38Q: 3 clusters Score -2432941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2432941.250000 Penalty: 4845.671387
	Iteration 39F: 3 clusters Score -2432941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1189914.750000 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1189915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1183021.500000 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -1183022 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1184837.875000 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -1184838 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1185141.000000 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -1185141 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1185347.000000 Penalty: 4502.946777
	Iteration 3F: 3 clusters Score -1185347 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1185512.625000 Penalty: 4502.946777
	Iteration 4Q: 3 clusters Score -1185513 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1185655.625000 Penalty: 4502.946777
	Iteration 5Q: 3 clusters Score -1185656 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1185794.875000 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1185795 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1185960.125000 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1185960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1186150.750000 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1186151 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1186349.875000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1186350 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1186565.250000 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1186565 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1186827.125000 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1186827 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1187107.250000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1187107 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1187340.625000 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1187341 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1187554.250000 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1187554 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1187720.125000 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1187720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1187849.375000 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1187849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1187919.250000 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1187919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1187959.500000 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1187960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1187979.125000 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1187979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1187988.875000 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1187989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1188001.375000 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1188001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1188014.875000 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1188015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1188023.250000 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1188023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1188031.500000 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1188032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1188041.875000 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1188042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1188045.000000 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1188045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1188051.375000 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1188051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1188058.125000 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1188058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1188063.250000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1188063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1188065.500000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1188066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1188065.500000 Penalty: 4502.946777
	Iteration 31F: 3 clusters Score -1188066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -78820.609375 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -78820.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77208.757812 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -77208.76 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77551.656250 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -77551.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77718.039062 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -77718.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77847.656250 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -77847.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77940.929688 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -77940.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78050.390625 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -78050.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78302.421875 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -78302.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78503.789062 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -78503.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78584.101562 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -78584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78741.062500 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -78741.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78886.031250 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -78886.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78923.492188 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -78923.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78923.492188 Penalty: 3165.380615
	Iteration 12F: 3 clusters Score -78923.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209945 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17492 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 37080 members 
Mstep: Class 15 contains 120762 members 
Mstep: Class 16 contains 27646 members 
Mstep: Class 17 contains 44075 members 
Mstep: Class 18 contains 109096 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39695 members 
Mstep: Class 25 contains 19301 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59887 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 300 members 
Entering Unmasked Estep 
Score: -128953248.000000 Penalty: 119056.312500
Splitting cluster 13 changes total score from -128955088.000000 to -128953248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Entering Unmasked Estep 
Score: -5484275.000000 Penalty: 2609.166504
	Iteration 0F: 2 clusters Score -5484275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -5458964.000000 Penalty: 5218.333008
	Iteration 0F: 3 clusters Score -5458964 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5468447.000000 Penalty: 5218.333008
	Iteration 1F: 3 clusters Score -5468447 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5469152 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5470034 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5471046 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5472166 nChanged 2200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5473484 nChanged 2298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5475071 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5476888 nChanged 2124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5478282 nChanged 1523
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Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5479118 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5479496 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5479644 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5479755 nChanged 358
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Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5479851 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5479916 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5479986 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5480036 nChanged 296
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Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5480103 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5480150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5480218.500000 Penalty: 5218.333008
	Iteration 20F: 3 clusters Score -5480218 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5480294 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5480350 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5480411 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5480475 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5480556.500000 Penalty: 5218.333008
	Iteration 25Q: 3 clusters Score -5480556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5480660 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5480748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -5480813.500000 Penalty: 5218.333008
	Iteration 28Q: 3 clusters Score -5480814 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5480921.000000 Penalty: 5218.333008
	Iteration 29Q: 3 clusters Score -5480921 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5481051.500000 Penalty: 5218.333008
	Iteration 30Q: 3 clusters Score -5481052 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5481165 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5481231 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5481290 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5481406 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5481476 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5481516 nChanged 239
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Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5481580 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5481657 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5481708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5481776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5481822 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5481849 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5481890 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5481925 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5481967.500000 Penalty: 5218.333008
	Iteration 45Q: 3 clusters Score -5481968 nChanged 137
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5481986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5482008 nChanged 105
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 32924 members 
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	Iteration 48Q: 3 clusters Score -5482043 nChanged 102
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 33026 members 
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	Iteration 49Q: 3 clusters Score -5482050 nChanged 91
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Mstep: Class 1 contains 3963 members 
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	Iteration 50Q: 3 clusters Score -5482074 nChanged 95
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Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 33210 members 
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	Iteration 51Q: 3 clusters Score -5482108 nChanged 85
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5482105 nChanged 88
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Mstep: Class 1 contains 3697 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5482133 nChanged 92
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5482143.500000 Penalty: 5218.333008
	Iteration 54Q: 3 clusters Score -5482144 nChanged 86
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Mstep: Class 1 contains 3523 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5482172 nChanged 73
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Mstep: Class 1 contains 3450 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5482201 nChanged 78
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5482228 nChanged 83
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Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5482252 nChanged 79
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Mstep: Class 1 contains 3212 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5482263 nChanged 74
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Mstep: Class 1 contains 3138 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5482288 nChanged 70
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Mstep: Class 1 contains 3068 members 
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	Iteration 61Q: 3 clusters Score -5482291 nChanged 59
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Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5482308 nChanged 55
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5482322.500000 Penalty: 5218.333008
	Iteration 63Q: 3 clusters Score -5482322 nChanged 51
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Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5482323 nChanged 44
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5482343 nChanged 42
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Mstep: Class 1 contains 2825 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5482356 nChanged 40
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Mstep: Class 1 contains 2785 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5482368 nChanged 31
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5482373 nChanged 25
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Mstep: Class 1 contains 2729 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5482378 nChanged 25
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Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5482384 nChanged 22
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Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5482386 nChanged 25
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5482403 nChanged 26
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5482404 nChanged 26
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5482415.500000 Penalty: 5218.333008
	Iteration 74Q: 3 clusters Score -5482416 nChanged 27
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Mstep: Class 1 contains 2578 members 
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Entering Unmasked Estep 
Score: -5482409.500000 Penalty: 5218.333008
	Iteration 75Q: 3 clusters Score -5482410 nChanged 19
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 34521 members 
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	Iteration 76Q: 3 clusters Score -5482407 nChanged 13
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Mstep: Class 1 contains 2546 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5482394 nChanged 10
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	Iteration 78Q: 3 clusters Score -5482392 nChanged 11
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	Iteration 79Q: 3 clusters Score -5482397 nChanged 13
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Mstep: Class 1 contains 2512 members 
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	Iteration 80F: 3 clusters Score -5482398 nChanged 12
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	Iteration 81Q: 3 clusters Score -5482390 nChanged 8
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Mstep: Class 1 contains 2492 members 
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	Iteration 82Q: 3 clusters Score -5482401 nChanged 12
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Mstep: Class 1 contains 2480 members 
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	Iteration 83Q: 3 clusters Score -5482404 nChanged 13
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Mstep: Class 1 contains 2467 members 
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	Iteration 84Q: 3 clusters Score -5482402 nChanged 13
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	Iteration 85Q: 3 clusters Score -5482412 nChanged 18
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Mstep: Class 1 contains 2436 members 
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	Iteration 86Q: 3 clusters Score -5482423 nChanged 23
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5482436 nChanged 26
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Mstep: Class 1 contains 2387 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5482444 nChanged 21
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Mstep: Class 1 contains 2366 members 
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	Iteration 89Q: 3 clusters Score -5482461 nChanged 18
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	Iteration 90Q: 3 clusters Score -5482466 nChanged 14
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Mstep: Class 1 contains 2334 members 
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	Iteration 91Q: 3 clusters Score -5482476 nChanged 7
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5482477 nChanged 4
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Mstep: Class 1 contains 2325 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5482478 nChanged 4
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Mstep: Class 1 contains 2321 members 
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	Iteration 94Q: 3 clusters Score -5482475 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5482474.000000 Penalty: 5218.333008
	Iteration 95Q: 3 clusters Score -5482474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5482473.000000 Penalty: 5218.333008
	Iteration 96Q: 3 clusters Score -5482473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5482472.000000 Penalty: 5218.333008
	Iteration 97Q: 3 clusters Score -5482472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5482468.500000 Penalty: 5218.333008
	Iteration 98Q: 3 clusters Score -5482468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5482473.500000 Penalty: 5218.333008
	Iteration 99Q: 3 clusters Score -5482474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5482473.500000 Penalty: 5218.333008
	Iteration 100F: 3 clusters Score -5482474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5482473.500000 Penalty: 5218.333008
	Iteration 101Q: 3 clusters Score -5482474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5482478.000000 Penalty: 5218.333008
	Iteration 102Q: 3 clusters Score -5482478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -5482474.500000 Penalty: 5218.333008
	Iteration 103Q: 3 clusters Score -5482474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5482474.000000 Penalty: 5218.333008
	Iteration 104Q: 3 clusters Score -5482474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5482473.000000 Penalty: 5218.333008
	Iteration 105Q: 3 clusters Score -5482473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5482471.500000 Penalty: 5218.333008
	Iteration 106Q: 3 clusters Score -5482472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5482471.500000 Penalty: 5218.333008
	Iteration 107F: 3 clusters Score -5482472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (120762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120762 members 
Entering Unmasked Estep 
Score: -17757560.000000 Penalty: 2901.991211
	Iteration 0F: 2 clusters Score -1.775756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -17679558.000000 Penalty: 5803.982422
	Iteration 0F: 3 clusters Score -1.767956e+07 nChanged 57583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -17712470.000000 Penalty: 5803.982422
	Iteration 1F: 3 clusters Score -1.771247e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -17713318.000000 Penalty: 5803.982422
	Iteration 2Q: 3 clusters Score -1.771332e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -17714288.000000 Penalty: 5803.982422
	Iteration 3Q: 3 clusters Score -1.771429e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -17715580.000000 Penalty: 5803.982422
	Iteration 4Q: 3 clusters Score -1.771558e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -17717236.000000 Penalty: 5803.982422
	Iteration 5Q: 3 clusters Score -1.771724e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -17719614.000000 Penalty: 5803.982422
	Iteration 6Q: 3 clusters Score -1.771961e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -17722866.000000 Penalty: 5803.982422
	Iteration 7Q: 3 clusters Score -1.772287e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -17727272.000000 Penalty: 5803.982422
	Iteration 8F: 3 clusters Score -1.772727e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -17732410.000000 Penalty: 5803.982422
	Iteration 9F: 3 clusters Score -1.773241e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -17737794.000000 Penalty: 5803.982422
	Iteration 10F: 3 clusters Score -1.773779e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -17742450.000000 Penalty: 5803.982422
	Iteration 11F: 3 clusters Score -1.774245e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -17746376.000000 Penalty: 5803.982422
	Iteration 12Q: 3 clusters Score -1.774638e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -17749216.000000 Penalty: 5803.982422
	Iteration 13Q: 3 clusters Score -1.774922e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -17751096.000000 Penalty: 5803.982422
	Iteration 14Q: 3 clusters Score -1.77511e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -17752422.000000 Penalty: 5803.982422
	Iteration 15Q: 3 clusters Score -1.775242e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -17753352.000000 Penalty: 5803.982422
	Iteration 16Q: 3 clusters Score -1.775335e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -17753900.000000 Penalty: 5803.982422
	Iteration 17Q: 3 clusters Score -1.77539e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -17754304.000000 Penalty: 5803.982422
	Iteration 18Q: 3 clusters Score -1.77543e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -17754574.000000 Penalty: 5803.982422
	Iteration 19Q: 3 clusters Score -1.775457e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -17754722.000000 Penalty: 5803.982422
	Iteration 20F: 3 clusters Score -1.775472e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 119688 members 
Entering Unmasked Estep 
Score: -17754878.000000 Penalty: 5803.982422
	Iteration 21Q: 3 clusters Score -1.775488e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -17754918.000000 Penalty: 5803.982422
	Iteration 22Q: 3 clusters Score -1.775492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -17754942.000000 Penalty: 5803.982422
	Iteration 23Q: 3 clusters Score -1.775494e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 119928 members 
Entering Unmasked Estep 
Score: -17754984.000000 Penalty: 5803.982422
	Iteration 24Q: 3 clusters Score -1.775498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -17755002.000000 Penalty: 5803.982422
	Iteration 25Q: 3 clusters Score -1.7755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
Score: -17755026.000000 Penalty: 5803.982422
	Iteration 26Q: 3 clusters Score -1.775503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -17755026.000000 Penalty: 5803.982422
	Iteration 27Q: 3 clusters Score -1.775503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -17755030.000000 Penalty: 5803.982422
	Iteration 28Q: 3 clusters Score -1.775503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -17755040.000000 Penalty: 5803.982422
	Iteration 29Q: 3 clusters Score -1.775504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -17755044.000000 Penalty: 5803.982422
	Iteration 30Q: 3 clusters Score -1.775504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -17755040.000000 Penalty: 5803.982422
	Iteration 31Q: 3 clusters Score -1.775504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -17755052.000000 Penalty: 5803.982422
	Iteration 32Q: 3 clusters Score -1.775505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -17755040.000000 Penalty: 5803.982422
	Iteration 33Q: 3 clusters Score -1.775504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -17755052.000000 Penalty: 5803.982422
	Iteration 34Q: 3 clusters Score -1.775505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -17755056.000000 Penalty: 5803.982422
	Iteration 35Q: 3 clusters Score -1.775506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -17755062.000000 Penalty: 5803.982422
	Iteration 36Q: 3 clusters Score -1.775506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -17755060.000000 Penalty: 5803.982422
	Iteration 37Q: 3 clusters Score -1.775506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -17755062.000000 Penalty: 5803.982422
	Iteration 38Q: 3 clusters Score -1.775506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -17755066.000000 Penalty: 5803.982422
	Iteration 39Q: 3 clusters Score -1.775507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 120079 members 
Entering Unmasked Estep 
Score: -17755070.000000 Penalty: 5803.982422
	Iteration 40F: 3 clusters Score -1.775507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -17755074.000000 Penalty: 5803.982422
	Iteration 41Q: 3 clusters Score -1.775507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -17755080.000000 Penalty: 5803.982422
	Iteration 42Q: 3 clusters Score -1.775508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -17755080.000000 Penalty: 5803.982422
	Iteration 43F: 3 clusters Score -1.775508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Entering Unmasked Estep 
Score: -3906523.750000 Penalty: 2536.354736
	Iteration 0F: 2 clusters Score -3906524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3887280.750000 Penalty: 5072.709473
	Iteration 0F: 3 clusters Score -3887281 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3894046.250000 Penalty: 5072.709473
	Iteration 1F: 3 clusters Score -3894046 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3894618.750000 Penalty: 5072.709473
	Iteration 2F: 3 clusters Score -3894619 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3895195.500000 Penalty: 5072.709473
	Iteration 3F: 3 clusters Score -3895196 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3895953.000000 Penalty: 5072.709473
	Iteration 4F: 3 clusters Score -3895953 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3896927.000000 Penalty: 5072.709473
	Iteration 5F: 3 clusters Score -3896927 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3898176.500000 Penalty: 5072.709473
	Iteration 6F: 3 clusters Score -3898176 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3899470.000000 Penalty: 5072.709473
	Iteration 7F: 3 clusters Score -3899470 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3900637.250000 Penalty: 5072.709473
	Iteration 8F: 3 clusters Score -3900637 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3901630.250000 Penalty: 5072.709473
	Iteration 9F: 3 clusters Score -3901630 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3902412.500000 Penalty: 5072.709473
	Iteration 10Q: 3 clusters Score -3902412 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3903015.750000 Penalty: 5072.709473
	Iteration 11Q: 3 clusters Score -3903016 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3903472.750000 Penalty: 5072.709473
	Iteration 12Q: 3 clusters Score -3903473 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3903843.500000 Penalty: 5072.709473
	Iteration 13Q: 3 clusters Score -3903844 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3904104.500000 Penalty: 5072.709473
	Iteration 14Q: 3 clusters Score -3904104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3904305.500000 Penalty: 5072.709473
	Iteration 15Q: 3 clusters Score -3904306 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3904424.500000 Penalty: 5072.709473
	Iteration 16Q: 3 clusters Score -3904424 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3904506.250000 Penalty: 5072.709473
	Iteration 17Q: 3 clusters Score -3904506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3904583.750000 Penalty: 5072.709473
	Iteration 18Q: 3 clusters Score -3904584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3904636.250000 Penalty: 5072.709473
	Iteration 19Q: 3 clusters Score -3904636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3904679.250000 Penalty: 5072.709473
	Iteration 20F: 3 clusters Score -3904679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3904717.750000 Penalty: 5072.709473
	Iteration 21Q: 3 clusters Score -3904718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3904733.000000 Penalty: 5072.709473
	Iteration 22Q: 3 clusters Score -3904733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3904749.500000 Penalty: 5072.709473
	Iteration 23Q: 3 clusters Score -3904750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3904772.500000 Penalty: 5072.709473
	Iteration 24Q: 3 clusters Score -3904772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3904782.750000 Penalty: 5072.709473
	Iteration 25Q: 3 clusters Score -3904783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3904785.750000 Penalty: 5072.709473
	Iteration 26Q: 3 clusters Score -3904786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3904781.750000 Penalty: 5072.709473
	Iteration 27Q: 3 clusters Score -3904782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3904780.000000 Penalty: 5072.709473
	Iteration 28Q: 3 clusters Score -3904780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3904787.250000 Penalty: 5072.709473
	Iteration 29Q: 3 clusters Score -3904787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3904777.250000 Penalty: 5072.709473
	Iteration 30Q: 3 clusters Score -3904777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3904778.000000 Penalty: 5072.709473
	Iteration 31Q: 3 clusters Score -3904778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3904783.000000 Penalty: 5072.709473
	Iteration 32Q: 3 clusters Score -3904783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3904783.500000 Penalty: 5072.709473
	Iteration 33Q: 3 clusters Score -3904784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3904787.000000 Penalty: 5072.709473
	Iteration 34Q: 3 clusters Score -3904787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3904787.500000 Penalty: 5072.709473
	Iteration 35Q: 3 clusters Score -3904788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3904787.500000 Penalty: 5072.709473
	Iteration 36F: 3 clusters Score -3904788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Entering Unmasked Estep 
Score: -6494975.000000 Penalty: 2652.024902
	Iteration 0F: 2 clusters Score -6494975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6465078.500000 Penalty: 5304.049805
	Iteration 0F: 3 clusters Score -6465078 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6476270.000000 Penalty: 5304.049805
	Iteration 1F: 3 clusters Score -6476270 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6476792.500000 Penalty: 5304.049805
	Iteration 2Q: 3 clusters Score -6476792 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -6477348.500000 Penalty: 5304.049805
	Iteration 3Q: 3 clusters Score -6477348 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6478033.500000 Penalty: 5304.049805
	Iteration 4Q: 3 clusters Score -6478034 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6479045.500000 Penalty: 5304.049805
	Iteration 5Q: 3 clusters Score -6479046 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -6480619.500000 Penalty: 5304.049805
	Iteration 6F: 3 clusters Score -6480620 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6482911.000000 Penalty: 5304.049805
	Iteration 7F: 3 clusters Score -6482911 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -6485857.500000 Penalty: 5304.049805
	Iteration 8F: 3 clusters Score -6485858 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -6488588.000000 Penalty: 5304.049805
	Iteration 9F: 3 clusters Score -6488588 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -6490476.000000 Penalty: 5304.049805
	Iteration 10Q: 3 clusters Score -6490476 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -6491612.000000 Penalty: 5304.049805
	Iteration 11Q: 3 clusters Score -6491612 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -6492080.500000 Penalty: 5304.049805
	Iteration 12Q: 3 clusters Score -6492080 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -6492308.000000 Penalty: 5304.049805
	Iteration 13Q: 3 clusters Score -6492308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -6492422.000000 Penalty: 5304.049805
	Iteration 14Q: 3 clusters Score -6492422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -6492492.000000 Penalty: 5304.049805
	Iteration 15Q: 3 clusters Score -6492492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6492540.000000 Penalty: 5304.049805
	Iteration 16Q: 3 clusters Score -6492540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6492555.000000 Penalty: 5304.049805
	Iteration 17Q: 3 clusters Score -6492555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -6492581.000000 Penalty: 5304.049805
	Iteration 18Q: 3 clusters Score -6492581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6492601.000000 Penalty: 5304.049805
	Iteration 19Q: 3 clusters Score -6492601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6492613.500000 Penalty: 5304.049805
	Iteration 20F: 3 clusters Score -6492614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6492637.500000 Penalty: 5304.049805
	Iteration 21Q: 3 clusters Score -6492638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -6492640.500000 Penalty: 5304.049805
	Iteration 22Q: 3 clusters Score -6492640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6492641.500000 Penalty: 5304.049805
	Iteration 23Q: 3 clusters Score -6492642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6492645.500000 Penalty: 5304.049805
	Iteration 24Q: 3 clusters Score -6492646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6492650.000000 Penalty: 5304.049805
	Iteration 25Q: 3 clusters Score -6492650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6492648.000000 Penalty: 5304.049805
	Iteration 26Q: 3 clusters Score -6492648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6492651.500000 Penalty: 5304.049805
	Iteration 27Q: 3 clusters Score -6492652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6492664.000000 Penalty: 5304.049805
	Iteration 28Q: 3 clusters Score -6492664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6492665.000000 Penalty: 5304.049805
	Iteration 29Q: 3 clusters Score -6492665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -6492682.000000 Penalty: 5304.049805
	Iteration 30Q: 3 clusters Score -6492682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -6492687.500000 Penalty: 5304.049805
	Iteration 31Q: 3 clusters Score -6492688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -6492683.000000 Penalty: 5304.049805
	Iteration 32Q: 3 clusters Score -6492683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6492685.500000 Penalty: 5304.049805
	Iteration 33Q: 3 clusters Score -6492686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6492691.000000 Penalty: 5304.049805
	Iteration 34Q: 3 clusters Score -6492691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6492696.500000 Penalty: 5304.049805
	Iteration 35Q: 3 clusters Score -6492696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -6492701.000000 Penalty: 5304.049805
	Iteration 36Q: 3 clusters Score -6492701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -6492694.000000 Penalty: 5304.049805
	Iteration 37Q: 3 clusters Score -6492694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -6492698.000000 Penalty: 5304.049805
	Iteration 38Q: 3 clusters Score -6492698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6492701.500000 Penalty: 5304.049805
	Iteration 39Q: 3 clusters Score -6492702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -6492698.000000 Penalty: 5304.049805
	Iteration 40F: 3 clusters Score -6492698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -6492705.500000 Penalty: 5304.049805
	Iteration 41Q: 3 clusters Score -6492706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -6492700.500000 Penalty: 5304.049805
	Iteration 42Q: 3 clusters Score -6492700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6492708.000000 Penalty: 5304.049805
	Iteration 43Q: 3 clusters Score -6492708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -6492704.500000 Penalty: 5304.049805
	Iteration 44Q: 3 clusters Score -6492704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -6492717.000000 Penalty: 5304.049805
	Iteration 45Q: 3 clusters Score -6492717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -6492716.000000 Penalty: 5304.049805
	Iteration 46Q: 3 clusters Score -6492716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -6492715.500000 Penalty: 5304.049805
	Iteration 47Q: 3 clusters Score -6492716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -6492717.500000 Penalty: 5304.049805
	Iteration 48Q: 3 clusters Score -6492718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -6492717.500000 Penalty: 5304.049805
	Iteration 49F: 3 clusters Score -6492718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Entering Unmasked Estep 
Score: -16035275.000000 Penalty: 2876.795898
	Iteration 0F: 2 clusters Score -1.603528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -15963481.000000 Penalty: 5753.591797
	Iteration 0F: 3 clusters Score -1.596348e+07 nChanged 51694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -15993098.000000 Penalty: 5753.591797
	Iteration 1F: 3 clusters Score -1.59931e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -15993950.000000 Penalty: 5753.591797
	Iteration 2Q: 3 clusters Score -1.599395e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -15994756.000000 Penalty: 5753.591797
	Iteration 3Q: 3 clusters Score -1.599476e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -15996079.000000 Penalty: 5753.591797
	Iteration 4Q: 3 clusters Score -1.599608e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -15998065.000000 Penalty: 5753.591797
	Iteration 5Q: 3 clusters Score -1.599806e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -16001610.000000 Penalty: 5753.591797
	Iteration 6F: 3 clusters Score -1.600161e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -16007191.000000 Penalty: 5753.591797
	Iteration 7F: 3 clusters Score -1.600719e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -16014078.000000 Penalty: 5753.591797
	Iteration 8F: 3 clusters Score -1.601408e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -16020758.000000 Penalty: 5753.591797
	Iteration 9F: 3 clusters Score -1.602076e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -16025308.000000 Penalty: 5753.591797
	Iteration 10Q: 3 clusters Score -1.602531e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -16028060.000000 Penalty: 5753.591797
	Iteration 11Q: 3 clusters Score -1.602806e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -16029766.000000 Penalty: 5753.591797
	Iteration 12Q: 3 clusters Score -1.602977e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -16030774.000000 Penalty: 5753.591797
	Iteration 13Q: 3 clusters Score -1.603077e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -16031440.000000 Penalty: 5753.591797
	Iteration 14Q: 3 clusters Score -1.603144e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -16032028.000000 Penalty: 5753.591797
	Iteration 15Q: 3 clusters Score -1.603203e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -16032431.000000 Penalty: 5753.591797
	Iteration 16Q: 3 clusters Score -1.603243e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -16032714.000000 Penalty: 5753.591797
	Iteration 17Q: 3 clusters Score -1.603271e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -16032860.000000 Penalty: 5753.591797
	Iteration 18Q: 3 clusters Score -1.603286e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -16032968.000000 Penalty: 5753.591797
	Iteration 19Q: 3 clusters Score -1.603297e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
Score: -16032994.000000 Penalty: 5753.591797
	Iteration 20F: 3 clusters Score -1.603299e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -16033008.000000 Penalty: 5753.591797
	Iteration 21Q: 3 clusters Score -1.603301e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -16033030.000000 Penalty: 5753.591797
	Iteration 22Q: 3 clusters Score -1.603303e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -16033072.000000 Penalty: 5753.591797
	Iteration 23Q: 3 clusters Score -1.603307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -16033077.000000 Penalty: 5753.591797
	Iteration 24Q: 3 clusters Score -1.603308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -16033078.000000 Penalty: 5753.591797
	Iteration 25Q: 3 clusters Score -1.603308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -16033095.000000 Penalty: 5753.591797
	Iteration 26Q: 3 clusters Score -1.60331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -16033122.000000 Penalty: 5753.591797
	Iteration 27Q: 3 clusters Score -1.603312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -16033097.000000 Penalty: 5753.591797
	Iteration 28Q: 3 clusters Score -1.60331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -16033109.000000 Penalty: 5753.591797
	Iteration 29Q: 3 clusters Score -1.603311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -16033107.000000 Penalty: 5753.591797
	Iteration 30Q: 3 clusters Score -1.603311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -16033114.000000 Penalty: 5753.591797
	Iteration 31Q: 3 clusters Score -1.603311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -16033115.000000 Penalty: 5753.591797
	Iteration 32Q: 3 clusters Score -1.603312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -16033123.000000 Penalty: 5753.591797
	Iteration 33Q: 3 clusters Score -1.603312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -16033118.000000 Penalty: 5753.591797
	Iteration 34Q: 3 clusters Score -1.603312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -16033109.000000 Penalty: 5753.591797
	Iteration 35Q: 3 clusters Score -1.603311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -16033122.000000 Penalty: 5753.591797
	Iteration 36Q: 3 clusters Score -1.603312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -16033122.000000 Penalty: 5753.591797
	Iteration 37Q: 3 clusters Score -1.603312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -16033118.000000 Penalty: 5753.591797
	Iteration 38Q: 3 clusters Score -1.603312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -16033105.000000 Penalty: 5753.591797
	Iteration 39Q: 3 clusters Score -1.60331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -16033116.000000 Penalty: 5753.591797
	Iteration 40F: 3 clusters Score -1.603312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -14606.038086 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -14606.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13655.084961 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -13655.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13693.629883 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13693.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13711.240234 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13711.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13713.637695 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13713.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13713.637695 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -13713.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Entering Unmasked Estep 
Score: -3782036.500000 Penalty: 2519.974365
	Iteration 0F: 2 clusters Score -3782036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3764057.500000 Penalty: 5039.948730
	Iteration 0F: 3 clusters Score -3764058 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3770190.250000 Penalty: 5039.948730
	Iteration 1F: 3 clusters Score -3770190 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3770571.250000 Penalty: 5039.948730
	Iteration 2Q: 3 clusters Score -3770571 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3770886.750000 Penalty: 5039.948730
	Iteration 3Q: 3 clusters Score -3770887 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3771147.250000 Penalty: 5039.948730
	Iteration 4Q: 3 clusters Score -3771147 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3771463.000000 Penalty: 5039.948730
	Iteration 5Q: 3 clusters Score -3771463 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3771863.750000 Penalty: 5039.948730
	Iteration 6Q: 3 clusters Score -3771864 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3772456.750000 Penalty: 5039.948730
	Iteration 7Q: 3 clusters Score -3772457 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3773297.500000 Penalty: 5039.948730
	Iteration 8Q: 3 clusters Score -3773298 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3774351.750000 Penalty: 5039.948730
	Iteration 9F: 3 clusters Score -3774352 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3775510.250000 Penalty: 5039.948730
	Iteration 10F: 3 clusters Score -3775510 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3776593.500000 Penalty: 5039.948730
	Iteration 11F: 3 clusters Score -3776594 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3777483.750000 Penalty: 5039.948730
	Iteration 12Q: 3 clusters Score -3777484 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3778200.000000 Penalty: 5039.948730
	Iteration 13Q: 3 clusters Score -3778200 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3778684.000000 Penalty: 5039.948730
	Iteration 14Q: 3 clusters Score -3778684 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3779032.500000 Penalty: 5039.948730
	Iteration 15Q: 3 clusters Score -3779032 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3779261.250000 Penalty: 5039.948730
	Iteration 16Q: 3 clusters Score -3779261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3779420.000000 Penalty: 5039.948730
	Iteration 17Q: 3 clusters Score -3779420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3779535.500000 Penalty: 5039.948730
	Iteration 18Q: 3 clusters Score -3779536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3779612.500000 Penalty: 5039.948730
	Iteration 19Q: 3 clusters Score -3779612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3779665.750000 Penalty: 5039.948730
	Iteration 20F: 3 clusters Score -3779666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3779699.250000 Penalty: 5039.948730
	Iteration 21Q: 3 clusters Score -3779699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3779729.000000 Penalty: 5039.948730
	Iteration 22Q: 3 clusters Score -3779729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3779752.500000 Penalty: 5039.948730
	Iteration 23Q: 3 clusters Score -3779752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3779772.000000 Penalty: 5039.948730
	Iteration 24Q: 3 clusters Score -3779772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3779788.000000 Penalty: 5039.948730
	Iteration 25Q: 3 clusters Score -3779788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3779794.500000 Penalty: 5039.948730
	Iteration 26Q: 3 clusters Score -3779794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3779801.750000 Penalty: 5039.948730
	Iteration 27Q: 3 clusters Score -3779802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3779806.000000 Penalty: 5039.948730
	Iteration 28Q: 3 clusters Score -3779806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3779811.000000 Penalty: 5039.948730
	Iteration 29Q: 3 clusters Score -3779811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3779823.750000 Penalty: 5039.948730
	Iteration 30Q: 3 clusters Score -3779824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3779836.250000 Penalty: 5039.948730
	Iteration 31Q: 3 clusters Score -3779836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3779846.500000 Penalty: 5039.948730
	Iteration 32Q: 3 clusters Score -3779846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3779858.750000 Penalty: 5039.948730
	Iteration 33Q: 3 clusters Score -3779859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3779862.250000 Penalty: 5039.948730
	Iteration 34Q: 3 clusters Score -3779862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3779868.000000 Penalty: 5039.948730
	Iteration 35Q: 3 clusters Score -3779868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3779867.250000 Penalty: 5039.948730
	Iteration 36Q: 3 clusters Score -3779867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3779870.250000 Penalty: 5039.948730
	Iteration 37Q: 3 clusters Score -3779870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3779873.500000 Penalty: 5039.948730
	Iteration 38Q: 3 clusters Score -3779874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3779873.250000 Penalty: 5039.948730
	Iteration 39Q: 3 clusters Score -3779873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3779875.500000 Penalty: 5039.948730
	Iteration 40F: 3 clusters Score -3779876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3779880.500000 Penalty: 5039.948730
	Iteration 41Q: 3 clusters Score -3779880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3779880.500000 Penalty: 5039.948730
	Iteration 42F: 3 clusters Score -3779880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -78626.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -78626.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76981.085938 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76981.09 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77298.765625 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -77298.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77534.085938 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -77534.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77784.765625 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -77784.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77970.304688 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -77970.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78057.835938 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -78057.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78110.375000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -78110.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78131.859375 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -78131.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78142.773438 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -78142.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78146.882812 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -78146.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78151.218750 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -78151.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78154.625000 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -78154.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78162.648438 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -78162.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78169.914062 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -78169.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78176.328125 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -78176.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78177.656250 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -78177.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78179.640625 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -78179.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78184.265625 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -78184.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78191.539062 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -78191.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78199.679688 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -78199.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78209.828125 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -78209.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78220.421875 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -78220.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78249.960938 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -78249.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78329.203125 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -78329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78387.289062 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -78387.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78413.750000 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -78413.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78438.523438 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -78438.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78480.085938 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -78480.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78508.578125 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -78508.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78522.570312 Penalty: 3193.125000
	Iteration 29Q: 3 clusters Score -78522.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78525.875000 Penalty: 3193.125000
	Iteration 30Q: 3 clusters Score -78525.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78525.875000 Penalty: 3193.125000
	Iteration 31F: 3 clusters Score -78525.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Entering Unmasked Estep 
Score: -5455636.500000 Penalty: 2615.348877
	Iteration 0F: 2 clusters Score -5455636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -5429810.500000 Penalty: 5230.697754
	Iteration 0F: 3 clusters Score -5429810 nChanged 17383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5439273.000000 Penalty: 5230.697754
	Iteration 1F: 3 clusters Score -5439273 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5439950.000000 Penalty: 5230.697754
	Iteration 2Q: 3 clusters Score -5439950 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5440612.000000 Penalty: 5230.697754
	Iteration 3Q: 3 clusters Score -5440612 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5441459.500000 Penalty: 5230.697754
	Iteration 4Q: 3 clusters Score -5441460 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5442381.500000 Penalty: 5230.697754
	Iteration 5Q: 3 clusters Score -5442382 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5443491.000000 Penalty: 5230.697754
	Iteration 6F: 3 clusters Score -5443491 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5444932.000000 Penalty: 5230.697754
	Iteration 7F: 3 clusters Score -5444932 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5446612.500000 Penalty: 5230.697754
	Iteration 8F: 3 clusters Score -5446612 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5448217.500000 Penalty: 5230.697754
	Iteration 9F: 3 clusters Score -5448218 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5449369.500000 Penalty: 5230.697754
	Iteration 10F: 3 clusters Score -5449370 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5450106.500000 Penalty: 5230.697754
	Iteration 11Q: 3 clusters Score -5450106 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5450561.500000 Penalty: 5230.697754
	Iteration 12Q: 3 clusters Score -5450562 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5450831.500000 Penalty: 5230.697754
	Iteration 13Q: 3 clusters Score -5450832 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5451042.500000 Penalty: 5230.697754
	Iteration 14Q: 3 clusters Score -5451042 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5451242.500000 Penalty: 5230.697754
	Iteration 15Q: 3 clusters Score -5451242 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5451405.500000 Penalty: 5230.697754
	Iteration 16Q: 3 clusters Score -5451406 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5451595.000000 Penalty: 5230.697754
	Iteration 17Q: 3 clusters Score -5451595 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5451788.000000 Penalty: 5230.697754
	Iteration 18Q: 3 clusters Score -5451788 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5451970.000000 Penalty: 5230.697754
	Iteration 19Q: 3 clusters Score -5451970 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5452151.000000 Penalty: 5230.697754
	Iteration 20F: 3 clusters Score -5452151 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5452323.000000 Penalty: 5230.697754
	Iteration 21Q: 3 clusters Score -5452323 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5452467.000000 Penalty: 5230.697754
	Iteration 22Q: 3 clusters Score -5452467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -5452561.000000 Penalty: 5230.697754
	Iteration 23Q: 3 clusters Score -5452561 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5452608.000000 Penalty: 5230.697754
	Iteration 24Q: 3 clusters Score -5452608 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5452665.000000 Penalty: 5230.697754
	Iteration 25Q: 3 clusters Score -5452665 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5452724.500000 Penalty: 5230.697754
	Iteration 26Q: 3 clusters Score -5452724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5452774.500000 Penalty: 5230.697754
	Iteration 27Q: 3 clusters Score -5452774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5452810.000000 Penalty: 5230.697754
	Iteration 28Q: 3 clusters Score -5452810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5452844.000000 Penalty: 5230.697754
	Iteration 29Q: 3 clusters Score -5452844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5452823.000000 Penalty: 5230.697754
	Iteration 30Q: 3 clusters Score -5452823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -5452848.000000 Penalty: 5230.697754
	Iteration 31Q: 3 clusters Score -5452848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -5452864.000000 Penalty: 5230.697754
	Iteration 32Q: 3 clusters Score -5452864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5452871.000000 Penalty: 5230.697754
	Iteration 33Q: 3 clusters Score -5452871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5452883.500000 Penalty: 5230.697754
	Iteration 34Q: 3 clusters Score -5452884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -5452888.000000 Penalty: 5230.697754
	Iteration 35Q: 3 clusters Score -5452888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5452893.500000 Penalty: 5230.697754
	Iteration 36Q: 3 clusters Score -5452894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5452894.000000 Penalty: 5230.697754
	Iteration 37Q: 3 clusters Score -5452894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5452894.000000 Penalty: 5230.697754
	Iteration 38Q: 3 clusters Score -5452894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5452889.000000 Penalty: 5230.697754
	Iteration 39Q: 3 clusters Score -5452889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5452878.000000 Penalty: 5230.697754
	Iteration 40F: 3 clusters Score -5452878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5452868.500000 Penalty: 5230.697754
	Iteration 41Q: 3 clusters Score -5452868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5452872.000000 Penalty: 5230.697754
	Iteration 42Q: 3 clusters Score -5452872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5452874.500000 Penalty: 5230.697754
	Iteration 43Q: 3 clusters Score -5452874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5452866.000000 Penalty: 5230.697754
	Iteration 44Q: 3 clusters Score -5452866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5452866.500000 Penalty: 5230.697754
	Iteration 45Q: 3 clusters Score -5452866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5452871.500000 Penalty: 5230.697754
	Iteration 46Q: 3 clusters Score -5452872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -5452873.000000 Penalty: 5230.697754
	Iteration 47Q: 3 clusters Score -5452873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5452873.000000 Penalty: 5230.697754
	Iteration 48Q: 3 clusters Score -5452873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5452872.500000 Penalty: 5230.697754
	Iteration 49Q: 3 clusters Score -5452872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5452876.000000 Penalty: 5230.697754
	Iteration 50Q: 3 clusters Score -5452876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5452878.000000 Penalty: 5230.697754
	Iteration 51Q: 3 clusters Score -5452878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5452881.500000 Penalty: 5230.697754
	Iteration 52Q: 3 clusters Score -5452882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5452875.500000 Penalty: 5230.697754
	Iteration 53Q: 3 clusters Score -5452876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5452878.000000 Penalty: 5230.697754
	Iteration 54Q: 3 clusters Score -5452878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5452883.000000 Penalty: 5230.697754
	Iteration 55Q: 3 clusters Score -5452883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5452883.000000 Penalty: 5230.697754
	Iteration 56F: 3 clusters Score -5452883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Entering Unmasked Estep 
Score: -5776502.000000 Penalty: 2629.399658
	Iteration 0F: 2 clusters Score -5776502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5749255.500000 Penalty: 5258.799316
	Iteration 0F: 3 clusters Score -5749256 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5759256.500000 Penalty: 5258.799316
	Iteration 1F: 3 clusters Score -5759256 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5759798.500000 Penalty: 5258.799316
	Iteration 2Q: 3 clusters Score -5759798 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5760408.500000 Penalty: 5258.799316
	Iteration 3Q: 3 clusters Score -5760408 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5761196.500000 Penalty: 5258.799316
	Iteration 4Q: 3 clusters Score -5761196 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5762356.000000 Penalty: 5258.799316
	Iteration 5F: 3 clusters Score -5762356 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5763879.500000 Penalty: 5258.799316
	Iteration 6F: 3 clusters Score -5763880 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5765901.000000 Penalty: 5258.799316
	Iteration 7F: 3 clusters Score -5765901 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5768132.500000 Penalty: 5258.799316
	Iteration 8F: 3 clusters Score -5768132 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5770167.000000 Penalty: 5258.799316
	Iteration 9F: 3 clusters Score -5770167 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5771761.000000 Penalty: 5258.799316
	Iteration 10Q: 3 clusters Score -5771761 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5772958.500000 Penalty: 5258.799316
	Iteration 11Q: 3 clusters Score -5772958 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5773652.500000 Penalty: 5258.799316
	Iteration 12Q: 3 clusters Score -5773652 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5773934.500000 Penalty: 5258.799316
	Iteration 13Q: 3 clusters Score -5773934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5774055.000000 Penalty: 5258.799316
	Iteration 14Q: 3 clusters Score -5774055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -5774123.500000 Penalty: 5258.799316
	Iteration 15Q: 3 clusters Score -5774124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -5774158.500000 Penalty: 5258.799316
	Iteration 16Q: 3 clusters Score -5774158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5774180.500000 Penalty: 5258.799316
	Iteration 17Q: 3 clusters Score -5774180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5774191.500000 Penalty: 5258.799316
	Iteration 18Q: 3 clusters Score -5774192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5774220.500000 Penalty: 5258.799316
	Iteration 19Q: 3 clusters Score -5774220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5774221.500000 Penalty: 5258.799316
	Iteration 20F: 3 clusters Score -5774222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5774231.500000 Penalty: 5258.799316
	Iteration 21Q: 3 clusters Score -5774232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5774239.500000 Penalty: 5258.799316
	Iteration 22Q: 3 clusters Score -5774240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5774236.500000 Penalty: 5258.799316
	Iteration 23Q: 3 clusters Score -5774236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5774236.500000 Penalty: 5258.799316
	Iteration 24F: 3 clusters Score -5774236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Entering Unmasked Estep 
Score: -5534756.000000 Penalty: 2626.067139
	Iteration 0F: 2 clusters Score -5534756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5507924.500000 Penalty: 5252.134277
	Iteration 0F: 3 clusters Score -5507924 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5517893.500000 Penalty: 5252.134277
	Iteration 1F: 3 clusters Score -5517894 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -5518789.500000 Penalty: 5252.134277
	Iteration 2Q: 3 clusters Score -5518790 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -5519681.000000 Penalty: 5252.134277
	Iteration 3F: 3 clusters Score -5519681 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5520628.500000 Penalty: 5252.134277
	Iteration 4F: 3 clusters Score -5520628 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5521630.000000 Penalty: 5252.134277
	Iteration 5F: 3 clusters Score -5521630 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5522852.500000 Penalty: 5252.134277
	Iteration 6F: 3 clusters Score -5522852 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -5524397.000000 Penalty: 5252.134277
	Iteration 7F: 3 clusters Score -5524397 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5526484.500000 Penalty: 5252.134277
	Iteration 8F: 3 clusters Score -5526484 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5528637.500000 Penalty: 5252.134277
	Iteration 9F: 3 clusters Score -5528638 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5530553.000000 Penalty: 5252.134277
	Iteration 10F: 3 clusters Score -5530553 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5531851.500000 Penalty: 5252.134277
	Iteration 11Q: 3 clusters Score -5531852 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5532603.500000 Penalty: 5252.134277
	Iteration 12Q: 3 clusters Score -5532604 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5533101.500000 Penalty: 5252.134277
	Iteration 13Q: 3 clusters Score -5533102 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5533317.000000 Penalty: 5252.134277
	Iteration 14Q: 3 clusters Score -5533317 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5533462.500000 Penalty: 5252.134277
	Iteration 15Q: 3 clusters Score -5533462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5533547.000000 Penalty: 5252.134277
	Iteration 16Q: 3 clusters Score -5533547 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5533613.500000 Penalty: 5252.134277
	Iteration 17Q: 3 clusters Score -5533614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5533654.500000 Penalty: 5252.134277
	Iteration 18Q: 3 clusters Score -5533654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5533684.000000 Penalty: 5252.134277
	Iteration 19Q: 3 clusters Score -5533684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5533707.000000 Penalty: 5252.134277
	Iteration 20F: 3 clusters Score -5533707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5533741.000000 Penalty: 5252.134277
	Iteration 21Q: 3 clusters Score -5533741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5533767.500000 Penalty: 5252.134277
	Iteration 22Q: 3 clusters Score -5533768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5533791.500000 Penalty: 5252.134277
	Iteration 23Q: 3 clusters Score -5533792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5533829.500000 Penalty: 5252.134277
	Iteration 24Q: 3 clusters Score -5533830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5533860.500000 Penalty: 5252.134277
	Iteration 25Q: 3 clusters Score -5533860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5533875.000000 Penalty: 5252.134277
	Iteration 26Q: 3 clusters Score -5533875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5533886.000000 Penalty: 5252.134277
	Iteration 27Q: 3 clusters Score -5533886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5533908.000000 Penalty: 5252.134277
	Iteration 28Q: 3 clusters Score -5533908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5533923.500000 Penalty: 5252.134277
	Iteration 29Q: 3 clusters Score -5533924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5533931.000000 Penalty: 5252.134277
	Iteration 30Q: 3 clusters Score -5533931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5533935.500000 Penalty: 5252.134277
	Iteration 31Q: 3 clusters Score -5533936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5533936.500000 Penalty: 5252.134277
	Iteration 32Q: 3 clusters Score -5533936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5533944.500000 Penalty: 5252.134277
	Iteration 33Q: 3 clusters Score -5533944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5533947.000000 Penalty: 5252.134277
	Iteration 34Q: 3 clusters Score -5533947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5533940.500000 Penalty: 5252.134277
	Iteration 35Q: 3 clusters Score -5533940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5533943.500000 Penalty: 5252.134277
	Iteration 36Q: 3 clusters Score -5533944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5533939.500000 Penalty: 5252.134277
	Iteration 37Q: 3 clusters Score -5533940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5533942.000000 Penalty: 5252.134277
	Iteration 38Q: 3 clusters Score -5533942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5533952.000000 Penalty: 5252.134277
	Iteration 39Q: 3 clusters Score -5533952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5533951.000000 Penalty: 5252.134277
	Iteration 40F: 3 clusters Score -5533951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5533950.000000 Penalty: 5252.134277
	Iteration 41Q: 3 clusters Score -5533950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5533950.000000 Penalty: 5252.134277
	Iteration 42F: 3 clusters Score -5533950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Entering Unmasked Estep 
Score: -2864822.250000 Penalty: 2447.242188
	Iteration 0F: 2 clusters Score -2864822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2851060.000000 Penalty: 4894.484375
	Iteration 0F: 3 clusters Score -2851060 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2855651.750000 Penalty: 4894.484375
	Iteration 1F: 3 clusters Score -2855652 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2856029.500000 Penalty: 4894.484375
	Iteration 2F: 3 clusters Score -2856030 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2856323.500000 Penalty: 4894.484375
	Iteration 3Q: 3 clusters Score -2856324 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2856568.500000 Penalty: 4894.484375
	Iteration 4Q: 3 clusters Score -2856568 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2856839.500000 Penalty: 4894.484375
	Iteration 5Q: 3 clusters Score -2856840 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2857095.000000 Penalty: 4894.484375
	Iteration 6Q: 3 clusters Score -2857095 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2857414.250000 Penalty: 4894.484375
	Iteration 7Q: 3 clusters Score -2857414 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2857875.000000 Penalty: 4894.484375
	Iteration 8Q: 3 clusters Score -2857875 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2858524.000000 Penalty: 4894.484375
	Iteration 9F: 3 clusters Score -2858524 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2859300.000000 Penalty: 4894.484375
	Iteration 10F: 3 clusters Score -2859300 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2860123.250000 Penalty: 4894.484375
	Iteration 11F: 3 clusters Score -2860123 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2860898.250000 Penalty: 4894.484375
	Iteration 12Q: 3 clusters Score -2860898 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2861556.250000 Penalty: 4894.484375
	Iteration 13Q: 3 clusters Score -2861556 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2861960.500000 Penalty: 4894.484375
	Iteration 14Q: 3 clusters Score -2861960 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2862219.250000 Penalty: 4894.484375
	Iteration 15Q: 3 clusters Score -2862219 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2862373.000000 Penalty: 4894.484375
	Iteration 16Q: 3 clusters Score -2862373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2862477.750000 Penalty: 4894.484375
	Iteration 17Q: 3 clusters Score -2862478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2862542.250000 Penalty: 4894.484375
	Iteration 18Q: 3 clusters Score -2862542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2862601.250000 Penalty: 4894.484375
	Iteration 19Q: 3 clusters Score -2862601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2862635.750000 Penalty: 4894.484375
	Iteration 20F: 3 clusters Score -2862636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2862668.500000 Penalty: 4894.484375
	Iteration 21Q: 3 clusters Score -2862668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2862691.000000 Penalty: 4894.484375
	Iteration 22Q: 3 clusters Score -2862691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2862712.000000 Penalty: 4894.484375
	Iteration 23Q: 3 clusters Score -2862712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2862722.000000 Penalty: 4894.484375
	Iteration 24Q: 3 clusters Score -2862722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2862735.500000 Penalty: 4894.484375
	Iteration 25Q: 3 clusters Score -2862736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2862739.500000 Penalty: 4894.484375
	Iteration 26Q: 3 clusters Score -2862740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2862746.500000 Penalty: 4894.484375
	Iteration 27Q: 3 clusters Score -2862746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2862754.500000 Penalty: 4894.484375
	Iteration 28Q: 3 clusters Score -2862754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2862753.250000 Penalty: 4894.484375
	Iteration 29Q: 3 clusters Score -2862753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2862755.000000 Penalty: 4894.484375
	Iteration 30Q: 3 clusters Score -2862755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2862754.750000 Penalty: 4894.484375
	Iteration 31Q: 3 clusters Score -2862755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2862761.750000 Penalty: 4894.484375
	Iteration 32Q: 3 clusters Score -2862762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2862761.000000 Penalty: 4894.484375
	Iteration 33Q: 3 clusters Score -2862761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2862758.500000 Penalty: 4894.484375
	Iteration 34Q: 3 clusters Score -2862758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2862762.750000 Penalty: 4894.484375
	Iteration 35Q: 3 clusters Score -2862763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2862762.750000 Penalty: 4894.484375
	Iteration 36F: 3 clusters Score -2862763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79524.109375 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79524.11 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79758.765625 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79758.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79853.296875 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -79853.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79907.632812 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -79907.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79968.164062 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -79968.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80042.320312 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80042.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80110.656250 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80110.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80161.109375 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80161.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80213.507812 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80213.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80277.445312 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -80277.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80319.585938 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -80319.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80344.875000 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -80344.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80363.445312 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -80363.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80369.382812 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -80369.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80369.382812 Penalty: 3186.735107
	Iteration 14F: 3 clusters Score -80369.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -834393.500000 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -834393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -829360.250000 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -829360.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -830601.000000 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -830601 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -830821.687500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -830821.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -830942.875000 Penalty: 4295.657715
	Iteration 3Q: 3 clusters Score -830942.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -831040.375000 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -831040.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -831137.937500 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -831137.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -831246.875000 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -831246.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -831349.062500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -831349.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -831462.437500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -831462.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -831602.000000 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -831602 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -831757.875000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -831757.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -831933.750000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -831933.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -832079.625000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -832079.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -832199.187500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -832199.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -832291.750000 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -832291.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -832348.625000 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -832348.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -832392.625000 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -832392.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -832438.750000 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -832438.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -832475.687500 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -832475.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -832510.312500 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -832510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -832540.437500 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -832540.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -832564.750000 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -832564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -832575.187500 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -832575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -832584.562500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -832584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -832591.750000 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -832591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -832594.250000 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -832594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -832594.625000 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -832594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -832597.062500 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -832597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -832597.812500 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -832597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -832602.687500 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -832602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -832605.437500 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -832605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -832608.187500 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -832608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -832611.500000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -832611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -832612.000000 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -832612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -832612.000000 Penalty: 4295.657715
	Iteration 34F: 3 clusters Score -832612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -499254.750000 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -499254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -495638.687500 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -495638.7 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -496411.437500 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -496411.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -496612.437500 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -496612.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -496790.843750 Penalty: 4054.792480
	Iteration 3Q: 3 clusters Score -496790.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -496954.000000 Penalty: 4054.792480
	Iteration 4Q: 3 clusters Score -496954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -497055.875000 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -497055.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -497135.625000 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -497135.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -497196.562500 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -497196.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -497252.781250 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -497252.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -497297.656250 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -497297.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -497333.593750 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -497333.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -497366.218750 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -497366.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -497404.000000 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -497404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -497432.531250 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -497432.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -497463.843750 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -497463.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -497496.781250 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -497496.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -497515.343750 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -497515.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -497533.625000 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -497533.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -497553.375000 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -497553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -497572.343750 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -497572.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -497591.906250 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -497591.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -497609.343750 Penalty: 4054.792480
	Iteration 21Q: 3 clusters Score -497609.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -497632.343750 Penalty: 4054.792480
	Iteration 22Q: 3 clusters Score -497632.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -497648.687500 Penalty: 4054.792480
	Iteration 23Q: 3 clusters Score -497648.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -497662.093750 Penalty: 4054.792480
	Iteration 24Q: 3 clusters Score -497662.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -497671.968750 Penalty: 4054.792480
	Iteration 25Q: 3 clusters Score -497672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -497682.875000 Penalty: 4054.792480
	Iteration 26Q: 3 clusters Score -497682.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -497692.750000 Penalty: 4054.792480
	Iteration 27Q: 3 clusters Score -497692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -497700.125000 Penalty: 4054.792480
	Iteration 28Q: 3 clusters Score -497700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -497707.187500 Penalty: 4054.792480
	Iteration 29Q: 3 clusters Score -497707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -497715.593750 Penalty: 4054.792480
	Iteration 30Q: 3 clusters Score -497715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -497721.562500 Penalty: 4054.792480
	Iteration 31Q: 3 clusters Score -497721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -497726.500000 Penalty: 4054.792480
	Iteration 32Q: 3 clusters Score -497726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -497728.625000 Penalty: 4054.792480
	Iteration 33Q: 3 clusters Score -497728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -497731.500000 Penalty: 4054.792480
	Iteration 34Q: 3 clusters Score -497731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -497734.750000 Penalty: 4054.792480
	Iteration 35Q: 3 clusters Score -497734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -497735.000000 Penalty: 4054.792480
	Iteration 36Q: 3 clusters Score -497735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -497735.437500 Penalty: 4054.792480
	Iteration 37Q: 3 clusters Score -497735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -497735.437500 Penalty: 4054.792480
	Iteration 38F: 3 clusters Score -497735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -368884.593750 Penalty: 1943.517700
	Iteration 0F: 2 clusters Score -368884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -365923.156250 Penalty: 3887.035400
	Iteration 0F: 3 clusters Score -365923.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -366475.437500 Penalty: 3887.035400
	Iteration 1F: 3 clusters Score -366475.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -366604.062500 Penalty: 3887.035400
	Iteration 2F: 3 clusters Score -366604.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366674.281250 Penalty: 3887.035400
	Iteration 3Q: 3 clusters Score -366674.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366724.187500 Penalty: 3887.035400
	Iteration 4Q: 3 clusters Score -366724.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -366751.468750 Penalty: 3887.035400
	Iteration 5Q: 3 clusters Score -366751.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -366768.625000 Penalty: 3887.035400
	Iteration 6Q: 3 clusters Score -366768.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -366786.531250 Penalty: 3887.035400
	Iteration 7Q: 3 clusters Score -366786.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -366812.281250 Penalty: 3887.035400
	Iteration 8Q: 3 clusters Score -366812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -366831.937500 Penalty: 3887.035400
	Iteration 9Q: 3 clusters Score -366831.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -366850.156250 Penalty: 3887.035400
	Iteration 10Q: 3 clusters Score -366850.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -366870.531250 Penalty: 3887.035400
	Iteration 11Q: 3 clusters Score -366870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -366881.687500 Penalty: 3887.035400
	Iteration 12Q: 3 clusters Score -366881.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -366887.468750 Penalty: 3887.035400
	Iteration 13Q: 3 clusters Score -366887.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -366894.156250 Penalty: 3887.035400
	Iteration 14Q: 3 clusters Score -366894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -366899.718750 Penalty: 3887.035400
	Iteration 15Q: 3 clusters Score -366899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -366902.500000 Penalty: 3887.035400
	Iteration 16Q: 3 clusters Score -366902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -366905.500000 Penalty: 3887.035400
	Iteration 17Q: 3 clusters Score -366905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366907.968750 Penalty: 3887.035400
	Iteration 18Q: 3 clusters Score -366908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366910.875000 Penalty: 3887.035400
	Iteration 19Q: 3 clusters Score -366910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366912.437500 Penalty: 3887.035400
	Iteration 20F: 3 clusters Score -366912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -366913.000000 Penalty: 3887.035400
	Iteration 21Q: 3 clusters Score -366913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366913.406250 Penalty: 3887.035400
	Iteration 22Q: 3 clusters Score -366913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366914.625000 Penalty: 3887.035400
	Iteration 23Q: 3 clusters Score -366914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -366914.781250 Penalty: 3887.035400
	Iteration 24Q: 3 clusters Score -366914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366915.281250 Penalty: 3887.035400
	Iteration 25Q: 3 clusters Score -366915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366915.281250 Penalty: 3887.035400
	Iteration 26F: 3 clusters Score -366915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27450.128906 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27450.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26246.240234 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26246.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26432.126953 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26432.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26493.568359 Penalty: 2720.459229
	Iteration 2Q: 3 clusters Score -26493.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26543.251953 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26543.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26546.738281 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26546.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26549.396484 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26549.396484 Penalty: 2720.459229
	Iteration 6F: 3 clusters Score -26549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -229351.375000 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -229351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -226789.609375 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -226789.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -227335.125000 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -227335.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227499.328125 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -227499.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -227588.109375 Penalty: 3764.310547
	Iteration 3Q: 3 clusters Score -227588.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227637.015625 Penalty: 3764.310547
	Iteration 4Q: 3 clusters Score -227637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227663.781250 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -227663.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227679.812500 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -227679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -227691.609375 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -227691.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -227711.968750 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -227712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227733.281250 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -227733.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -227753.218750 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -227753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -227773.562500 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -227773.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -227796.343750 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -227796.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227830.343750 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -227830.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227857.906250 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -227857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227877.656250 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -227877.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227891.718750 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -227891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227904.640625 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -227904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227914.531250 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -227914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227925.203125 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -227925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227933.437500 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -227933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -227940.734375 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -227940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227950.031250 Penalty: 3764.310547
	Iteration 22Q: 3 clusters Score -227950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227953.296875 Penalty: 3764.310547
	Iteration 23Q: 3 clusters Score -227953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227955.781250 Penalty: 3764.310547
	Iteration 24Q: 3 clusters Score -227955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227959.234375 Penalty: 3764.310547
	Iteration 25Q: 3 clusters Score -227959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -227965.296875 Penalty: 3764.310547
	Iteration 26Q: 3 clusters Score -227965.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -227972.468750 Penalty: 3764.310547
	Iteration 27Q: 3 clusters Score -227972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227976.921875 Penalty: 3764.310547
	Iteration 28Q: 3 clusters Score -227976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227981.750000 Penalty: 3764.310547
	Iteration 29Q: 3 clusters Score -227981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227987.812500 Penalty: 3764.310547
	Iteration 30Q: 3 clusters Score -227987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -227989.546875 Penalty: 3764.310547
	Iteration 31Q: 3 clusters Score -227989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227989.796875 Penalty: 3764.310547
	Iteration 32Q: 3 clusters Score -227989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227989.796875 Penalty: 3764.310547
	Iteration 33F: 3 clusters Score -227989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -970673.250000 Penalty: 2211.160400
	Iteration 0F: 2 clusters Score -970673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -964718.062500 Penalty: 4422.320801
	Iteration 0F: 3 clusters Score -964718.1 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -966490.750000 Penalty: 4422.320801
	Iteration 1F: 3 clusters Score -966490.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -966878.687500 Penalty: 4422.320801
	Iteration 2F: 3 clusters Score -966878.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -967153.312500 Penalty: 4422.320801
	Iteration 3F: 3 clusters Score -967153.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -967353.687500 Penalty: 4422.320801
	Iteration 4Q: 3 clusters Score -967353.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -967530.000000 Penalty: 4422.320801
	Iteration 5Q: 3 clusters Score -967530 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -967708.312500 Penalty: 4422.320801
	Iteration 6Q: 3 clusters Score -967708.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -967861.750000 Penalty: 4422.320801
	Iteration 7Q: 3 clusters Score -967861.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -967988.250000 Penalty: 4422.320801
	Iteration 8Q: 3 clusters Score -967988.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -968100.750000 Penalty: 4422.320801
	Iteration 9Q: 3 clusters Score -968100.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -968183.875000 Penalty: 4422.320801
	Iteration 10Q: 3 clusters Score -968183.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -968238.500000 Penalty: 4422.320801
	Iteration 11Q: 3 clusters Score -968238.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -968274.812500 Penalty: 4422.320801
	Iteration 12Q: 3 clusters Score -968274.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -968301.562500 Penalty: 4422.320801
	Iteration 13Q: 3 clusters Score -968301.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -968320.750000 Penalty: 4422.320801
	Iteration 14Q: 3 clusters Score -968320.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -968346.000000 Penalty: 4422.320801
	Iteration 15Q: 3 clusters Score -968346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -968367.375000 Penalty: 4422.320801
	Iteration 16Q: 3 clusters Score -968367.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -968381.500000 Penalty: 4422.320801
	Iteration 17Q: 3 clusters Score -968381.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -968396.750000 Penalty: 4422.320801
	Iteration 18Q: 3 clusters Score -968396.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -968414.625000 Penalty: 4422.320801
	Iteration 19Q: 3 clusters Score -968414.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -968425.000000 Penalty: 4422.320801
	Iteration 20F: 3 clusters Score -968425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -968439.562500 Penalty: 4422.320801
	Iteration 21Q: 3 clusters Score -968439.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -968452.687500 Penalty: 4422.320801
	Iteration 22Q: 3 clusters Score -968452.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -968461.312500 Penalty: 4422.320801
	Iteration 23Q: 3 clusters Score -968461.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -968468.375000 Penalty: 4422.320801
	Iteration 24Q: 3 clusters Score -968468.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -968474.312500 Penalty: 4422.320801
	Iteration 25Q: 3 clusters Score -968474.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -968481.000000 Penalty: 4422.320801
	Iteration 26Q: 3 clusters Score -968481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -968486.125000 Penalty: 4422.320801
	Iteration 27Q: 3 clusters Score -968486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -968488.500000 Penalty: 4422.320801
	Iteration 28Q: 3 clusters Score -968488.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -968493.687500 Penalty: 4422.320801
	Iteration 29Q: 3 clusters Score -968493.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -968497.500000 Penalty: 4422.320801
	Iteration 30Q: 3 clusters Score -968497.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -968502.625000 Penalty: 4422.320801
	Iteration 31Q: 3 clusters Score -968502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -968508.062500 Penalty: 4422.320801
	Iteration 32Q: 3 clusters Score -968508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -968511.125000 Penalty: 4422.320801
	Iteration 33Q: 3 clusters Score -968511.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -968518.187500 Penalty: 4422.320801
	Iteration 34Q: 3 clusters Score -968518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -968521.062500 Penalty: 4422.320801
	Iteration 35Q: 3 clusters Score -968521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -968526.437500 Penalty: 4422.320801
	Iteration 36Q: 3 clusters Score -968526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -968527.250000 Penalty: 4422.320801
	Iteration 37Q: 3 clusters Score -968527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -968531.437500 Penalty: 4422.320801
	Iteration 38Q: 3 clusters Score -968531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -968535.000000 Penalty: 4422.320801
	Iteration 39Q: 3 clusters Score -968535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -968536.062500 Penalty: 4422.320801
	Iteration 40F: 3 clusters Score -968536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -968538.437500 Penalty: 4422.320801
	Iteration 41Q: 3 clusters Score -968538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -968539.750000 Penalty: 4422.320801
	Iteration 42Q: 3 clusters Score -968539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -968541.062500 Penalty: 4422.320801
	Iteration 43Q: 3 clusters Score -968541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -968540.437500 Penalty: 4422.320801
	Iteration 44Q: 3 clusters Score -968540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -968540.062500 Penalty: 4422.320801
	Iteration 45Q: 3 clusters Score -968540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -968541.625000 Penalty: 4422.320801
	Iteration 46Q: 3 clusters Score -968541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -968541.562500 Penalty: 4422.320801
	Iteration 47Q: 3 clusters Score -968541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -968541.562500 Penalty: 4422.320801
	Iteration 48F: 3 clusters Score -968541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (59887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Entering Unmasked Estep 
Score: -8869654.000000 Penalty: 2728.053223
	Iteration 0F: 2 clusters Score -8869654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -8829535.000000 Penalty: 5456.106445
	Iteration 0F: 3 clusters Score -8829535 nChanged 27788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -8845416.000000 Penalty: 5456.106445
	Iteration 1F: 3 clusters Score -8845416 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8846490.000000 Penalty: 5456.106445
	Iteration 2Q: 3 clusters Score -8846490 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -8847932.000000 Penalty: 5456.106445
	Iteration 3F: 3 clusters Score -8847932 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -8850218.000000 Penalty: 5456.106445
	Iteration 4F: 3 clusters Score -8850218 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8853591.000000 Penalty: 5456.106445
	Iteration 5F: 3 clusters Score -8853591 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -8858013.000000 Penalty: 5456.106445
	Iteration 6F: 3 clusters Score -8858013 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -8862620.000000 Penalty: 5456.106445
	Iteration 7F: 3 clusters Score -8862620 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -8866048.000000 Penalty: 5456.106445
	Iteration 8F: 3 clusters Score -8866048 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -8868013.000000 Penalty: 5456.106445
	Iteration 9Q: 3 clusters Score -8868013 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -8868825.000000 Penalty: 5456.106445
	Iteration 10Q: 3 clusters Score -8868825 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -8869113.000000 Penalty: 5456.106445
	Iteration 11Q: 3 clusters Score -8869113 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -8869219.000000 Penalty: 5456.106445
	Iteration 12Q: 3 clusters Score -8869219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -8869254.000000 Penalty: 5456.106445
	Iteration 13Q: 3 clusters Score -8869254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -8869278.000000 Penalty: 5456.106445
	Iteration 14Q: 3 clusters Score -8869278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -8869290.000000 Penalty: 5456.106445
	Iteration 15Q: 3 clusters Score -8869290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -8869297.000000 Penalty: 5456.106445
	Iteration 16Q: 3 clusters Score -8869297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -8869300.000000 Penalty: 5456.106445
	Iteration 17Q: 3 clusters Score -8869300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -8869305.000000 Penalty: 5456.106445
	Iteration 18Q: 3 clusters Score -8869305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -8869307.000000 Penalty: 5456.106445
	Iteration 19Q: 3 clusters Score -8869307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -8869311.000000 Penalty: 5456.106445
	Iteration 20F: 3 clusters Score -8869311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -8869305.000000 Penalty: 5456.106445
	Iteration 21Q: 3 clusters Score -8869305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -8869308.000000 Penalty: 5456.106445
	Iteration 22Q: 3 clusters Score -8869308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -8869313.000000 Penalty: 5456.106445
	Iteration 23Q: 3 clusters Score -8869313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -8869320.000000 Penalty: 5456.106445
	Iteration 24Q: 3 clusters Score -8869320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -8869322.000000 Penalty: 5456.106445
	Iteration 25Q: 3 clusters Score -8869322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -8869326.000000 Penalty: 5456.106445
	Iteration 26Q: 3 clusters Score -8869326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -8869317.000000 Penalty: 5456.106445
	Iteration 27Q: 3 clusters Score -8869317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -8869318.000000 Penalty: 5456.106445
	Iteration 28Q: 3 clusters Score -8869318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -8869319.000000 Penalty: 5456.106445
	Iteration 29Q: 3 clusters Score -8869319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -8869317.000000 Penalty: 5456.106445
	Iteration 30Q: 3 clusters Score -8869317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -8869319.000000 Penalty: 5456.106445
	Iteration 31Q: 3 clusters Score -8869319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -8869321.000000 Penalty: 5456.106445
	Iteration 32Q: 3 clusters Score -8869321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -8869321.000000 Penalty: 5456.106445
	Iteration 33F: 3 clusters Score -8869321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -9092.300781 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -9092.301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7910.095215 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -7910.095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9092.300781 Penalty: 1092.866333
	Iteration 1F: 2 clusters Score -9092.301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209945 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17492 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37080 members 
Mstep: Class 15 contains 120762 members 
Mstep: Class 16 contains 27646 members 
Mstep: Class 17 contains 44075 members 
Mstep: Class 18 contains 109096 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39695 members 
Mstep: Class 25 contains 19301 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59887 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 115654.703125
Iteration 239Q: 35 clusters Score -1.289551e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209948 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17490 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120763 members 
Mstep: Class 16 contains 27644 members 
Mstep: Class 17 contains 44075 members 
Mstep: Class 18 contains 109095 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39705 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59883 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955016.000000 Penalty: 115654.703125
Iteration 240F: 35 clusters Score -1.28955e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209949 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 23017 members 
Mstep: Class 11 contains 17489 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37069 members 
Mstep: Class 15 contains 120764 members 
Mstep: Class 16 contains 27640 members 
Mstep: Class 17 contains 44073 members 
Mstep: Class 18 contains 109099 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39714 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59879 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955080.000000 Penalty: 115654.703125
Iteration 241Q: 35 clusters Score -1.289551e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209952 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11598 members 
Mstep: Class 7 contains 13125 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23017 members 
Mstep: Class 11 contains 17488 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37068 members 
Mstep: Class 15 contains 120764 members 
Mstep: Class 16 contains 27638 members 
Mstep: Class 17 contains 44070 members 
Mstep: Class 18 contains 109097 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39724 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59875 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955056.000000 Penalty: 115654.703125
Iteration 242Q: 35 clusters Score -1.289551e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209953 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 13126 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17487 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37068 members 
Mstep: Class 15 contains 120763 members 
Mstep: Class 16 contains 27637 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 109099 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39729 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59872 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955000.000000 Penalty: 115654.703125
Iteration 243Q: 35 clusters Score -1.28955e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209958 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11601 members 
Mstep: Class 7 contains 13126 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 17484 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37067 members 
Mstep: Class 15 contains 120761 members 
Mstep: Class 16 contains 27634 members 
Mstep: Class 17 contains 44068 members 
Mstep: Class 18 contains 109099 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39732 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 59870 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955016.000000 Penalty: 115654.703125
Iteration 244Q: 35 clusters Score -1.28955e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209962 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 13126 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37067 members 
Mstep: Class 15 contains 120762 members 
Mstep: Class 16 contains 27633 members 
Mstep: Class 17 contains 44068 members 
Mstep: Class 18 contains 109095 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39737 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7452 members 
Mstep: Class 33 contains 59867 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955048.000000 Penalty: 115654.703125
Iteration 245Q: 35 clusters Score -1.28955e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209963 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11603 members 
Mstep: Class 7 contains 13127 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17475 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37070 members 
Mstep: Class 15 contains 120759 members 
Mstep: Class 16 contains 27633 members 
Mstep: Class 17 contains 44069 members 
Mstep: Class 18 contains 109090 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39740 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59867 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955120.000000 Penalty: 115654.703125
Iteration 246Q: 35 clusters Score -1.289551e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 13128 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23016 members 
Mstep: Class 11 contains 17473 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37072 members 
Mstep: Class 15 contains 120761 members 
Mstep: Class 16 contains 27632 members 
Mstep: Class 17 contains 44070 members 
Mstep: Class 18 contains 109084 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25879 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39744 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59867 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955104.000000 Penalty: 115654.703125
Iteration 247Q: 35 clusters Score -1.289551e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 13129 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37072 members 
Mstep: Class 15 contains 120764 members 
Mstep: Class 16 contains 27632 members 
Mstep: Class 17 contains 44069 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25877 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 39749 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59864 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955088.000000 Penalty: 115654.703125
Iteration 248Q: 35 clusters Score -1.289551e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209956 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17470 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120763 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44070 members 
Mstep: Class 18 contains 109088 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40231 members 
Mstep: Class 24 contains 39753 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59862 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955008.000000 Penalty: 115654.703125
Iteration 249Q: 35 clusters Score -1.28955e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209958 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17470 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120763 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44069 members 
Mstep: Class 18 contains 109089 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25875 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40229 members 
Mstep: Class 24 contains 39756 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59861 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128954992.000000 Penalty: 115654.703125
Iteration 250Q: 35 clusters Score -1.28955e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209958 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120765 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44067 members 
Mstep: Class 18 contains 109089 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955024.000000 Penalty: 115654.703125
Iteration 251Q: 35 clusters Score -1.28955e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209957 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11605 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37077 members 
Mstep: Class 15 contains 120764 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109090 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 115654.703125
Iteration 252Q: 35 clusters Score -1.289551e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209954 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37077 members 
Mstep: Class 15 contains 120765 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44063 members 
Mstep: Class 18 contains 109092 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955080.000000 Penalty: 115654.703125
Iteration 253Q: 35 clusters Score -1.289551e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209954 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120766 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44063 members 
Mstep: Class 18 contains 109092 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955144.000000 Penalty: 115654.703125
Iteration 254Q: 35 clusters Score -1.289551e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209954 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44063 members 
Mstep: Class 18 contains 109090 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955128.000000 Penalty: 115654.703125
Iteration 255Q: 35 clusters Score -1.289551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209955 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120769 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44063 members 
Mstep: Class 18 contains 109088 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955112.000000 Penalty: 115654.703125
Iteration 256Q: 35 clusters Score -1.289551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209955 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44063 members 
Mstep: Class 18 contains 109089 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955072.000000 Penalty: 115654.703125
Iteration 257Q: 35 clusters Score -1.289551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209955 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109088 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39761 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955104.000000 Penalty: 115654.703125
Iteration 258Q: 35 clusters Score -1.289551e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209956 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955096.000000 Penalty: 115654.703125
Iteration 259Q: 35 clusters Score -1.289551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209957 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 120766 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109087 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955096.000000 Penalty: 115654.703125
Iteration 260F: 35 clusters Score -1.289551e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209958 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120767 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109086 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955112.000000 Penalty: 115654.703125
Iteration 261Q: 35 clusters Score -1.289551e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37074 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59860 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955104.000000 Penalty: 115654.703125
Iteration 262Q: 35 clusters Score -1.289551e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59859 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955104.000000 Penalty: 115654.703125
Iteration 263Q: 35 clusters Score -1.289551e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59859 members 
Mstep: Class 34 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -128955104.000000 Penalty: 115654.703125
Iteration 264F: 35 clusters Score -1.289551e+08 nChanged 0
Entering ConstructFrom: 
Score: -128955104.000000 Penalty: 115654.703125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -153985.281250 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -153985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -151926.328125 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -151926.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152256.968750 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -152257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152381.328125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -152381.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152452.468750 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -152452.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152484.265625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -152484.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152502.593750 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -152502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152509.671875 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -152509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152524.343750 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -152524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152532.218750 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -152532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152537.093750 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -152537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152540.734375 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -152540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152548.531250 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -152548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152554.625000 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -152554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152565.984375 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -152566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152577.921875 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -152577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152585.250000 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -152585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152594.828125 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -152594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152601.484375 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -152601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152604.828125 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -152604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152609.812500 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -152609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152614.640625 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -152614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152618.875000 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -152618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152621.937500 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -152621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152623.812500 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -152623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152625.250000 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -152625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152626.171875 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -152626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152628.031250 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -152628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152628.031250 Penalty: 3497.290771
	Iteration 27F: 3 clusters Score -152628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (209959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209959 members 
Entering Unmasked Estep 
Score: -30724464.000000 Penalty: 3039.157471
	Iteration 0F: 2 clusters Score -3.072446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -30597864.000000 Penalty: 6078.314941
	Iteration 0F: 3 clusters Score -3.059786e+07 nChanged 101334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -30656830.000000 Penalty: 6078.314941
	Iteration 1F: 3 clusters Score -3.065683e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -30657606.000000 Penalty: 6078.314941
	Iteration 2Q: 3 clusters Score -3.065761e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -30658642.000000 Penalty: 6078.314941
	Iteration 3Q: 3 clusters Score -3.065864e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -30659962.000000 Penalty: 6078.314941
	Iteration 4Q: 3 clusters Score -3.065996e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -30662198.000000 Penalty: 6078.314941
	Iteration 5Q: 3 clusters Score -3.06622e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -30665374.000000 Penalty: 6078.314941
	Iteration 6Q: 3 clusters Score -3.066537e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -30671478.000000 Penalty: 6078.314941
	Iteration 7F: 3 clusters Score -3.067148e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129478 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -30680678.000000 Penalty: 6078.314941
	Iteration 8F: 3 clusters Score -3.068068e+07 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -30690702.000000 Penalty: 6078.314941
	Iteration 9F: 3 clusters Score -3.06907e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -30696174.000000 Penalty: 6078.314941
	Iteration 10F: 3 clusters Score -3.069617e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132593 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -30697706.000000 Penalty: 6078.314941
	Iteration 11Q: 3 clusters Score -3.069771e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -30697712.000000 Penalty: 6078.314941
	Iteration 12Q: 3 clusters Score -3.069771e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -30697706.000000 Penalty: 6078.314941
	Iteration 13Q: 3 clusters Score -3.069771e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -30697766.000000 Penalty: 6078.314941
	Iteration 14Q: 3 clusters Score -3.069777e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -30697784.000000 Penalty: 6078.314941
	Iteration 15Q: 3 clusters Score -3.069778e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -30697724.000000 Penalty: 6078.314941
	Iteration 16Q: 3 clusters Score -3.069772e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -30697736.000000 Penalty: 6078.314941
	Iteration 17Q: 3 clusters Score -3.069774e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127074 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -30697766.000000 Penalty: 6078.314941
	Iteration 18Q: 3 clusters Score -3.069777e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -30697648.000000 Penalty: 6078.314941
	Iteration 19Q: 3 clusters Score -3.069765e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -30697686.000000 Penalty: 6078.314941
	Iteration 20F: 3 clusters Score -3.069769e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -30697674.000000 Penalty: 6078.314941
	Iteration 21Q: 3 clusters Score -3.069767e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -30697714.000000 Penalty: 6078.314941
	Iteration 22Q: 3 clusters Score -3.069771e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 88375 members 
Entering Unmasked Estep 
Score: -30697644.000000 Penalty: 6078.314941
	Iteration 23Q: 3 clusters Score -3.069764e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -30697792.000000 Penalty: 6078.314941
	Iteration 24Q: 3 clusters Score -3.069779e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -30697916.000000 Penalty: 6078.314941
	Iteration 25Q: 3 clusters Score -3.069792e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117664 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -30698000.000000 Penalty: 6078.314941
	Iteration 26Q: 3 clusters Score -3.0698e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116316 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -30698002.000000 Penalty: 6078.314941
	Iteration 27Q: 3 clusters Score -3.0698e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -30698026.000000 Penalty: 6078.314941
	Iteration 28Q: 3 clusters Score -3.069803e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -30698000.000000 Penalty: 6078.314941
	Iteration 29Q: 3 clusters Score -3.0698e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -30697980.000000 Penalty: 6078.314941
	Iteration 30Q: 3 clusters Score -3.069798e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -30698008.000000 Penalty: 6078.314941
	Iteration 31Q: 3 clusters Score -3.069801e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -30698054.000000 Penalty: 6078.314941
	Iteration 32Q: 3 clusters Score -3.069805e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -30698114.000000 Penalty: 6078.314941
	Iteration 33Q: 3 clusters Score -3.069811e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -30698276.000000 Penalty: 6078.314941
	Iteration 34Q: 3 clusters Score -3.069828e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -30698350.000000 Penalty: 6078.314941
	Iteration 35Q: 3 clusters Score -3.069835e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -30698488.000000 Penalty: 6078.314941
	Iteration 36Q: 3 clusters Score -3.069849e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -30698644.000000 Penalty: 6078.314941
	Iteration 37Q: 3 clusters Score -3.069864e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -30698854.000000 Penalty: 6078.314941
	Iteration 38Q: 3 clusters Score -3.069885e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -30698982.000000 Penalty: 6078.314941
	Iteration 39Q: 3 clusters Score -3.069898e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -30699156.000000 Penalty: 6078.314941
	Iteration 40F: 3 clusters Score -3.069916e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -30699470.000000 Penalty: 6078.314941
	Iteration 41Q: 3 clusters Score -3.069947e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -30699870.000000 Penalty: 6078.314941
	Iteration 42Q: 3 clusters Score -3.069987e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -30700268.000000 Penalty: 6078.314941
	Iteration 43Q: 3 clusters Score -3.070027e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -30700974.000000 Penalty: 6078.314941
	Iteration 44Q: 3 clusters Score -3.070097e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -30702036.000000 Penalty: 6078.314941
	Iteration 45Q: 3 clusters Score -3.070204e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -30703506.000000 Penalty: 6078.314941
	Iteration 46Q: 3 clusters Score -3.070351e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -30705280.000000 Penalty: 6078.314941
	Iteration 47Q: 3 clusters Score -3.070528e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 167787 members 
Entering Unmasked Estep 
Score: -30707444.000000 Penalty: 6078.314941
	Iteration 48Q: 3 clusters Score -3.070744e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 175238 members 
Entering Unmasked Estep 
Score: -30710278.000000 Penalty: 6078.314941
	Iteration 49Q: 3 clusters Score -3.071028e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -30713130.000000 Penalty: 6078.314941
	Iteration 50Q: 3 clusters Score -3.071313e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -30715076.000000 Penalty: 6078.314941
	Iteration 51Q: 3 clusters Score -3.071508e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 193214 members 
Entering Unmasked Estep 
Score: -30717676.000000 Penalty: 6078.314941
	Iteration 52Q: 3 clusters Score -3.071768e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 196933 members 
Entering Unmasked Estep 
Score: -30719118.000000 Penalty: 6078.314941
	Iteration 53Q: 3 clusters Score -3.071912e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 199776 members 
Entering Unmasked Estep 
Score: -30719828.000000 Penalty: 6078.314941
	Iteration 54Q: 3 clusters Score -3.071983e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 202011 members 
Entering Unmasked Estep 
Score: -30720232.000000 Penalty: 6078.314941
	Iteration 55Q: 3 clusters Score -3.072023e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 203715 members 
Entering Unmasked Estep 
Score: -30720650.000000 Penalty: 6078.314941
	Iteration 56Q: 3 clusters Score -3.072065e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 205057 members 
Entering Unmasked Estep 
Score: -30720790.000000 Penalty: 6078.314941
	Iteration 57Q: 3 clusters Score -3.072079e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 206064 members 
Entering Unmasked Estep 
Score: -30720880.000000 Penalty: 6078.314941
	Iteration 58Q: 3 clusters Score -3.072088e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 206802 members 
Entering Unmasked Estep 
Score: -30720850.000000 Penalty: 6078.314941
	Iteration 59Q: 3 clusters Score -3.072085e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 207338 members 
Entering Unmasked Estep 
Score: -30721372.000000 Penalty: 6078.314941
	Iteration 60F: 3 clusters Score -3.072137e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 208233 members 
Entering Unmasked Estep 
Score: -30721538.000000 Penalty: 6078.314941
	Iteration 61Q: 3 clusters Score -3.072154e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 208805 members 
Entering Unmasked Estep 
Score: -30721790.000000 Penalty: 6078.314941
	Iteration 62Q: 3 clusters Score -3.072179e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 209105 members 
Entering Unmasked Estep 
Score: -30721842.000000 Penalty: 6078.314941
	Iteration 63Q: 3 clusters Score -3.072184e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 209289 members 
Entering Unmasked Estep 
Score: -30721904.000000 Penalty: 6078.314941
	Iteration 64Q: 3 clusters Score -3.07219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 209400 members 
Entering Unmasked Estep 
Score: -30721942.000000 Penalty: 6078.314941
	Iteration 65Q: 3 clusters Score -3.072194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 209451 members 
Entering Unmasked Estep 
Score: -30721964.000000 Penalty: 6078.314941
	Iteration 66Q: 3 clusters Score -3.072196e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -30721996.000000 Penalty: 6078.314941
	Iteration 67Q: 3 clusters Score -3.0722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 209517 members 
Entering Unmasked Estep 
Score: -30722012.000000 Penalty: 6078.314941
	Iteration 68Q: 3 clusters Score -3.072201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 209532 members 
Entering Unmasked Estep 
Score: -30722008.000000 Penalty: 6078.314941
	Iteration 69Q: 3 clusters Score -3.072201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 209556 members 
Entering Unmasked Estep 
Score: -30722016.000000 Penalty: 6078.314941
	Iteration 70Q: 3 clusters Score -3.072202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 209567 members 
Entering Unmasked Estep 
Score: -30722014.000000 Penalty: 6078.314941
	Iteration 71Q: 3 clusters Score -3.072201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209576 members 
Entering Unmasked Estep 
Score: -30722028.000000 Penalty: 6078.314941
	Iteration 72Q: 3 clusters Score -3.072203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209582 members 
Entering Unmasked Estep 
Score: -30722010.000000 Penalty: 6078.314941
	Iteration 73Q: 3 clusters Score -3.072201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 209586 members 
Entering Unmasked Estep 
Score: -30722056.000000 Penalty: 6078.314941
	Iteration 74Q: 3 clusters Score -3.072206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -30722022.000000 Penalty: 6078.314941
	Iteration 75Q: 3 clusters Score -3.072202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 209590 members 
Entering Unmasked Estep 
Score: -30722026.000000 Penalty: 6078.314941
	Iteration 76Q: 3 clusters Score -3.072203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 209591 members 
Entering Unmasked Estep 
Score: -30722030.000000 Penalty: 6078.314941
	Iteration 77Q: 3 clusters Score -3.072203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209592 members 
Entering Unmasked Estep 
Score: -30722022.000000 Penalty: 6078.314941
	Iteration 78Q: 3 clusters Score -3.072202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209592 members 
Entering Unmasked Estep 
Score: -30722022.000000 Penalty: 6078.314941
	Iteration 79F: 3 clusters Score -3.072202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Entering Unmasked Estep 
Score: -2678123.250000 Penalty: 2440.851807
	Iteration 0F: 2 clusters Score -2678123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2664951.500000 Penalty: 4881.703613
	Iteration 0F: 3 clusters Score -2664952 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2669435.250000 Penalty: 4881.703613
	Iteration 1F: 3 clusters Score -2669435 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2669877.250000 Penalty: 4881.703613
	Iteration 2F: 3 clusters Score -2669877 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2670218.000000 Penalty: 4881.703613
	Iteration 3Q: 3 clusters Score -2670218 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2670498.500000 Penalty: 4881.703613
	Iteration 4Q: 3 clusters Score -2670498 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2670783.500000 Penalty: 4881.703613
	Iteration 5Q: 3 clusters Score -2670784 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2671045.750000 Penalty: 4881.703613
	Iteration 6Q: 3 clusters Score -2671046 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2671330.500000 Penalty: 4881.703613
	Iteration 7Q: 3 clusters Score -2671330 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2671679.250000 Penalty: 4881.703613
	Iteration 8Q: 3 clusters Score -2671679 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2672098.750000 Penalty: 4881.703613
	Iteration 9Q: 3 clusters Score -2672099 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2672579.000000 Penalty: 4881.703613
	Iteration 10Q: 3 clusters Score -2672579 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2673156.750000 Penalty: 4881.703613
	Iteration 11Q: 3 clusters Score -2673157 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2673742.000000 Penalty: 4881.703613
	Iteration 12Q: 3 clusters Score -2673742 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2674254.500000 Penalty: 4881.703613
	Iteration 13Q: 3 clusters Score -2674254 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2674630.500000 Penalty: 4881.703613
	Iteration 14Q: 3 clusters Score -2674630 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2674864.750000 Penalty: 4881.703613
	Iteration 15Q: 3 clusters Score -2674865 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2675031.250000 Penalty: 4881.703613
	Iteration 16Q: 3 clusters Score -2675031 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2675161.750000 Penalty: 4881.703613
	Iteration 17Q: 3 clusters Score -2675162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2675267.250000 Penalty: 4881.703613
	Iteration 18Q: 3 clusters Score -2675267 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2675330.750000 Penalty: 4881.703613
	Iteration 19Q: 3 clusters Score -2675331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2675395.500000 Penalty: 4881.703613
	Iteration 20F: 3 clusters Score -2675396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2675432.250000 Penalty: 4881.703613
	Iteration 21Q: 3 clusters Score -2675432 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2675473.500000 Penalty: 4881.703613
	Iteration 22Q: 3 clusters Score -2675474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2675512.000000 Penalty: 4881.703613
	Iteration 23Q: 3 clusters Score -2675512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2675550.750000 Penalty: 4881.703613
	Iteration 24Q: 3 clusters Score -2675551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2675588.500000 Penalty: 4881.703613
	Iteration 25Q: 3 clusters Score -2675588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2675635.750000 Penalty: 4881.703613
	Iteration 26Q: 3 clusters Score -2675636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2675672.250000 Penalty: 4881.703613
	Iteration 27Q: 3 clusters Score -2675672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2675696.500000 Penalty: 4881.703613
	Iteration 28Q: 3 clusters Score -2675696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2675730.250000 Penalty: 4881.703613
	Iteration 29Q: 3 clusters Score -2675730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2675759.000000 Penalty: 4881.703613
	Iteration 30Q: 3 clusters Score -2675759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2675781.250000 Penalty: 4881.703613
	Iteration 31Q: 3 clusters Score -2675781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2675791.500000 Penalty: 4881.703613
	Iteration 32Q: 3 clusters Score -2675792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2675815.500000 Penalty: 4881.703613
	Iteration 33Q: 3 clusters Score -2675816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2675831.500000 Penalty: 4881.703613
	Iteration 34Q: 3 clusters Score -2675832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2675842.250000 Penalty: 4881.703613
	Iteration 35Q: 3 clusters Score -2675842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2675854.000000 Penalty: 4881.703613
	Iteration 36Q: 3 clusters Score -2675854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2675877.500000 Penalty: 4881.703613
	Iteration 37Q: 3 clusters Score -2675878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2675885.500000 Penalty: 4881.703613
	Iteration 38Q: 3 clusters Score -2675886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2675911.000000 Penalty: 4881.703613
	Iteration 39Q: 3 clusters Score -2675911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2675932.000000 Penalty: 4881.703613
	Iteration 40F: 3 clusters Score -2675932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2675958.000000 Penalty: 4881.703613
	Iteration 41Q: 3 clusters Score -2675958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2675970.750000 Penalty: 4881.703613
	Iteration 42Q: 3 clusters Score -2675971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2676008.250000 Penalty: 4881.703613
	Iteration 43Q: 3 clusters Score -2676008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2676039.250000 Penalty: 4881.703613
	Iteration 44Q: 3 clusters Score -2676039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2676068.500000 Penalty: 4881.703613
	Iteration 45Q: 3 clusters Score -2676068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2676096.500000 Penalty: 4881.703613
	Iteration 46Q: 3 clusters Score -2676096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2676113.250000 Penalty: 4881.703613
	Iteration 47Q: 3 clusters Score -2676113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2676135.000000 Penalty: 4881.703613
	Iteration 48Q: 3 clusters Score -2676135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2676157.750000 Penalty: 4881.703613
	Iteration 49Q: 3 clusters Score -2676158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2676176.750000 Penalty: 4881.703613
	Iteration 50Q: 3 clusters Score -2676177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2676191.000000 Penalty: 4881.703613
	Iteration 51Q: 3 clusters Score -2676191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2676190.500000 Penalty: 4881.703613
	Iteration 52Q: 3 clusters Score -2676190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2676194.000000 Penalty: 4881.703613
	Iteration 53Q: 3 clusters Score -2676194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2676195.500000 Penalty: 4881.703613
	Iteration 54Q: 3 clusters Score -2676196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2676199.250000 Penalty: 4881.703613
	Iteration 55Q: 3 clusters Score -2676199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2676203.250000 Penalty: 4881.703613
	Iteration 56Q: 3 clusters Score -2676203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2676204.000000 Penalty: 4881.703613
	Iteration 57Q: 3 clusters Score -2676204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2676205.000000 Penalty: 4881.703613
	Iteration 58Q: 3 clusters Score -2676205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2676205.750000 Penalty: 4881.703613
	Iteration 59Q: 3 clusters Score -2676206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2676211.500000 Penalty: 4881.703613
	Iteration 60F: 3 clusters Score -2676212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2676214.750000 Penalty: 4881.703613
	Iteration 61Q: 3 clusters Score -2676215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2676214.500000 Penalty: 4881.703613
	Iteration 62Q: 3 clusters Score -2676214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2676220.750000 Penalty: 4881.703613
	Iteration 63Q: 3 clusters Score -2676221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2676220.500000 Penalty: 4881.703613
	Iteration 64Q: 3 clusters Score -2676220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2676221.500000 Penalty: 4881.703613
	Iteration 65Q: 3 clusters Score -2676222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2676222.750000 Penalty: 4881.703613
	Iteration 66Q: 3 clusters Score -2676223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2676222.750000 Penalty: 4881.703613
	Iteration 67F: 3 clusters Score -2676223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -1502351.250000 Penalty: 2297.042480
	Iteration 0F: 2 clusters Score -1502351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1494364.500000 Penalty: 4594.084961
	Iteration 0F: 3 clusters Score -1494364 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1496723.875000 Penalty: 4594.084961
	Iteration 1F: 3 clusters Score -1496724 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1497140.500000 Penalty: 4594.084961
	Iteration 2F: 3 clusters Score -1497140 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1497515.000000 Penalty: 4594.084961
	Iteration 3F: 3 clusters Score -1497515 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1497898.625000 Penalty: 4594.084961
	Iteration 4F: 3 clusters Score -1497899 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1498280.750000 Penalty: 4594.084961
	Iteration 5F: 3 clusters Score -1498281 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1498663.750000 Penalty: 4594.084961
	Iteration 6F: 3 clusters Score -1498664 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1498980.875000 Penalty: 4594.084961
	Iteration 7Q: 3 clusters Score -1498981 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1499238.500000 Penalty: 4594.084961
	Iteration 8Q: 3 clusters Score -1499238 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1499443.375000 Penalty: 4594.084961
	Iteration 9Q: 3 clusters Score -1499443 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1499627.625000 Penalty: 4594.084961
	Iteration 10Q: 3 clusters Score -1499628 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1499761.750000 Penalty: 4594.084961
	Iteration 11Q: 3 clusters Score -1499762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1499850.250000 Penalty: 4594.084961
	Iteration 12Q: 3 clusters Score -1499850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1499933.750000 Penalty: 4594.084961
	Iteration 13Q: 3 clusters Score -1499934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1500015.250000 Penalty: 4594.084961
	Iteration 14Q: 3 clusters Score -1500015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1500098.250000 Penalty: 4594.084961
	Iteration 15Q: 3 clusters Score -1500098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1500165.750000 Penalty: 4594.084961
	Iteration 16Q: 3 clusters Score -1500166 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1500215.875000 Penalty: 4594.084961
	Iteration 17Q: 3 clusters Score -1500216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1500249.500000 Penalty: 4594.084961
	Iteration 18Q: 3 clusters Score -1500250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1500284.750000 Penalty: 4594.084961
	Iteration 19Q: 3 clusters Score -1500285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1500310.375000 Penalty: 4594.084961
	Iteration 20F: 3 clusters Score -1500310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1500336.125000 Penalty: 4594.084961
	Iteration 21Q: 3 clusters Score -1500336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1500355.750000 Penalty: 4594.084961
	Iteration 22Q: 3 clusters Score -1500356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1500371.500000 Penalty: 4594.084961
	Iteration 23Q: 3 clusters Score -1500372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1500380.875000 Penalty: 4594.084961
	Iteration 24Q: 3 clusters Score -1500381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1500389.125000 Penalty: 4594.084961
	Iteration 25Q: 3 clusters Score -1500389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1500395.125000 Penalty: 4594.084961
	Iteration 26Q: 3 clusters Score -1500395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1500397.250000 Penalty: 4594.084961
	Iteration 27Q: 3 clusters Score -1500397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1500403.250000 Penalty: 4594.084961
	Iteration 28Q: 3 clusters Score -1500403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1500412.750000 Penalty: 4594.084961
	Iteration 29Q: 3 clusters Score -1500413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1500422.625000 Penalty: 4594.084961
	Iteration 30Q: 3 clusters Score -1500423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1500426.750000 Penalty: 4594.084961
	Iteration 31Q: 3 clusters Score -1500427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1500433.750000 Penalty: 4594.084961
	Iteration 32Q: 3 clusters Score -1500434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1500442.500000 Penalty: 4594.084961
	Iteration 33Q: 3 clusters Score -1500442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1500452.625000 Penalty: 4594.084961
	Iteration 34Q: 3 clusters Score -1500453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1500451.750000 Penalty: 4594.084961
	Iteration 35Q: 3 clusters Score -1500452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1500452.750000 Penalty: 4594.084961
	Iteration 36Q: 3 clusters Score -1500453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1500453.750000 Penalty: 4594.084961
	Iteration 37Q: 3 clusters Score -1500454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1500455.500000 Penalty: 4594.084961
	Iteration 38Q: 3 clusters Score -1500456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1500457.375000 Penalty: 4594.084961
	Iteration 39Q: 3 clusters Score -1500457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1500458.875000 Penalty: 4594.084961
	Iteration 40F: 3 clusters Score -1500459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1500460.875000 Penalty: 4594.084961
	Iteration 41Q: 3 clusters Score -1500461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1500465.000000 Penalty: 4594.084961
	Iteration 42Q: 3 clusters Score -1500465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1500464.750000 Penalty: 4594.084961
	Iteration 43Q: 3 clusters Score -1500465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1500466.125000 Penalty: 4594.084961
	Iteration 44Q: 3 clusters Score -1500466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1500466.125000 Penalty: 4594.084961
	Iteration 45F: 3 clusters Score -1500466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -317327.656250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -317327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -314493.062500 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -314493.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -315046.000000 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -315046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -315211.093750 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -315211.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -315326.375000 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -315326.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -315401.812500 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -315401.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -315456.562500 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -315456.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -315507.718750 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -315507.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -315547.875000 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -315547.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315574.750000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -315574.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -315601.125000 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -315601.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315632.625000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -315632.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -315663.531250 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -315663.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315693.781250 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -315693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -315716.656250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -315716.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -315742.531250 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -315742.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -315775.406250 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -315775.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -315809.187500 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -315809.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -315833.093750 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -315833.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -315860.812500 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -315860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -315872.375000 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -315872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -315879.468750 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -315879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -315881.000000 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -315881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -315882.781250 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -315882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -315884.093750 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -315884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -315885.156250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -315885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -315886.625000 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -315886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -315888.406250 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -315888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -315889.062500 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -315889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -315890.531250 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -315890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -315891.000000 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -315891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -315891.875000 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -315891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -315892.750000 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -315892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -315894.062500 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -315894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -315895.625000 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -315895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -315896.187500 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -315896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -315897.593750 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -315897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315900.218750 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -315900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315900.218750 Penalty: 3836.558105
	Iteration 37F: 3 clusters Score -315900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1709724.500000 Penalty: 2321.100830
	Iteration 0F: 2 clusters Score -1709724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1701064.250000 Penalty: 4642.201660
	Iteration 0F: 3 clusters Score -1701064 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1703609.000000 Penalty: 4642.201660
	Iteration 1F: 3 clusters Score -1703609 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1703966.875000 Penalty: 4642.201660
	Iteration 2F: 3 clusters Score -1703967 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1704259.750000 Penalty: 4642.201660
	Iteration 3F: 3 clusters Score -1704260 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1704501.750000 Penalty: 4642.201660
	Iteration 4Q: 3 clusters Score -1704502 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1704731.125000 Penalty: 4642.201660
	Iteration 5Q: 3 clusters Score -1704731 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1704956.000000 Penalty: 4642.201660
	Iteration 6Q: 3 clusters Score -1704956 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1705192.375000 Penalty: 4642.201660
	Iteration 7Q: 3 clusters Score -1705192 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1705466.000000 Penalty: 4642.201660
	Iteration 8Q: 3 clusters Score -1705466 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1705804.000000 Penalty: 4642.201660
	Iteration 9Q: 3 clusters Score -1705804 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1706227.375000 Penalty: 4642.201660
	Iteration 10Q: 3 clusters Score -1706227 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1706634.375000 Penalty: 4642.201660
	Iteration 11Q: 3 clusters Score -1706634 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1707022.000000 Penalty: 4642.201660
	Iteration 12Q: 3 clusters Score -1707022 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1707301.500000 Penalty: 4642.201660
	Iteration 13Q: 3 clusters Score -1707302 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1707448.625000 Penalty: 4642.201660
	Iteration 14Q: 3 clusters Score -1707449 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1707530.875000 Penalty: 4642.201660
	Iteration 15Q: 3 clusters Score -1707531 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1707557.500000 Penalty: 4642.201660
	Iteration 16Q: 3 clusters Score -1707558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1707574.250000 Penalty: 4642.201660
	Iteration 17Q: 3 clusters Score -1707574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1707590.875000 Penalty: 4642.201660
	Iteration 18Q: 3 clusters Score -1707591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1707600.250000 Penalty: 4642.201660
	Iteration 19Q: 3 clusters Score -1707600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1707605.625000 Penalty: 4642.201660
	Iteration 20F: 3 clusters Score -1707606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1707613.750000 Penalty: 4642.201660
	Iteration 21Q: 3 clusters Score -1707614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1707619.750000 Penalty: 4642.201660
	Iteration 22Q: 3 clusters Score -1707620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1707620.375000 Penalty: 4642.201660
	Iteration 23Q: 3 clusters Score -1707620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1707628.875000 Penalty: 4642.201660
	Iteration 24Q: 3 clusters Score -1707629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1707635.000000 Penalty: 4642.201660
	Iteration 25Q: 3 clusters Score -1707635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1707634.500000 Penalty: 4642.201660
	Iteration 26Q: 3 clusters Score -1707634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1707637.375000 Penalty: 4642.201660
	Iteration 27Q: 3 clusters Score -1707637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1707637.500000 Penalty: 4642.201660
	Iteration 28Q: 3 clusters Score -1707638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1707642.000000 Penalty: 4642.201660
	Iteration 29Q: 3 clusters Score -1707642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1707643.375000 Penalty: 4642.201660
	Iteration 30Q: 3 clusters Score -1707643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1707647.875000 Penalty: 4642.201660
	Iteration 31Q: 3 clusters Score -1707648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1707651.250000 Penalty: 4642.201660
	Iteration 32Q: 3 clusters Score -1707651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1707650.125000 Penalty: 4642.201660
	Iteration 33Q: 3 clusters Score -1707650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1707650.625000 Penalty: 4642.201660
	Iteration 34Q: 3 clusters Score -1707651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1707654.250000 Penalty: 4642.201660
	Iteration 35Q: 3 clusters Score -1707654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1707655.750000 Penalty: 4642.201660
	Iteration 36Q: 3 clusters Score -1707656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1707662.875000 Penalty: 4642.201660
	Iteration 37Q: 3 clusters Score -1707663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1707663.250000 Penalty: 4642.201660
	Iteration 38Q: 3 clusters Score -1707663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1707668.000000 Penalty: 4642.201660
	Iteration 39Q: 3 clusters Score -1707668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1707674.750000 Penalty: 4642.201660
	Iteration 40F: 3 clusters Score -1707675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1707675.375000 Penalty: 4642.201660
	Iteration 41Q: 3 clusters Score -1707675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1707676.375000 Penalty: 4642.201660
	Iteration 42Q: 3 clusters Score -1707676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1707673.625000 Penalty: 4642.201660
	Iteration 43Q: 3 clusters Score -1707674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1707676.750000 Penalty: 4642.201660
	Iteration 44Q: 3 clusters Score -1707677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1707682.375000 Penalty: 4642.201660
	Iteration 45Q: 3 clusters Score -1707682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1707687.875000 Penalty: 4642.201660
	Iteration 46Q: 3 clusters Score -1707688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1707696.375000 Penalty: 4642.201660
	Iteration 47Q: 3 clusters Score -1707696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1707701.625000 Penalty: 4642.201660
	Iteration 48Q: 3 clusters Score -1707702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1707705.500000 Penalty: 4642.201660
	Iteration 49Q: 3 clusters Score -1707706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1707707.750000 Penalty: 4642.201660
	Iteration 50Q: 3 clusters Score -1707708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1707711.500000 Penalty: 4642.201660
	Iteration 51Q: 3 clusters Score -1707712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1707718.500000 Penalty: 4642.201660
	Iteration 52Q: 3 clusters Score -1707718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1707717.000000 Penalty: 4642.201660
	Iteration 53Q: 3 clusters Score -1707717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1707721.000000 Penalty: 4642.201660
	Iteration 54Q: 3 clusters Score -1707721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1707720.750000 Penalty: 4642.201660
	Iteration 55Q: 3 clusters Score -1707721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1707727.125000 Penalty: 4642.201660
	Iteration 56Q: 3 clusters Score -1707727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1707725.625000 Penalty: 4642.201660
	Iteration 57Q: 3 clusters Score -1707726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1707727.875000 Penalty: 4642.201660
	Iteration 58Q: 3 clusters Score -1707728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1707726.125000 Penalty: 4642.201660
	Iteration 59Q: 3 clusters Score -1707726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1707726.625000 Penalty: 4642.201660
	Iteration 60F: 3 clusters Score -1707727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1707726.250000 Penalty: 4642.201660
	Iteration 61Q: 3 clusters Score -1707726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1707726.250000 Penalty: 4642.201660
	Iteration 62F: 3 clusters Score -1707726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Entering Unmasked Estep 
Score: -1717114.875000 Penalty: 2351.717285
	Iteration 0F: 2 clusters Score -1717115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1707387.125000 Penalty: 4703.434570
	Iteration 0F: 3 clusters Score -1707387 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1710534.500000 Penalty: 4703.434570
	Iteration 1F: 3 clusters Score -1710534 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1711052.125000 Penalty: 4703.434570
	Iteration 2F: 3 clusters Score -1711052 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1711488.125000 Penalty: 4703.434570
	Iteration 3F: 3 clusters Score -1711488 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1711845.750000 Penalty: 4703.434570
	Iteration 4F: 3 clusters Score -1711846 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1712161.500000 Penalty: 4703.434570
	Iteration 5Q: 3 clusters Score -1712162 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1712463.500000 Penalty: 4703.434570
	Iteration 6Q: 3 clusters Score -1712464 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1712736.125000 Penalty: 4703.434570
	Iteration 7Q: 3 clusters Score -1712736 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1712994.500000 Penalty: 4703.434570
	Iteration 8Q: 3 clusters Score -1712994 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1713227.500000 Penalty: 4703.434570
	Iteration 9Q: 3 clusters Score -1713228 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1713463.625000 Penalty: 4703.434570
	Iteration 10Q: 3 clusters Score -1713464 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1713671.375000 Penalty: 4703.434570
	Iteration 11Q: 3 clusters Score -1713671 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1713879.875000 Penalty: 4703.434570
	Iteration 12Q: 3 clusters Score -1713880 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1714065.000000 Penalty: 4703.434570
	Iteration 13Q: 3 clusters Score -1714065 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1714223.375000 Penalty: 4703.434570
	Iteration 14Q: 3 clusters Score -1714223 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1714380.750000 Penalty: 4703.434570
	Iteration 15Q: 3 clusters Score -1714381 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1714502.625000 Penalty: 4703.434570
	Iteration 16Q: 3 clusters Score -1714503 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1714608.750000 Penalty: 4703.434570
	Iteration 17Q: 3 clusters Score -1714609 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1714691.375000 Penalty: 4703.434570
	Iteration 18Q: 3 clusters Score -1714691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1714761.875000 Penalty: 4703.434570
	Iteration 19Q: 3 clusters Score -1714762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1714805.500000 Penalty: 4703.434570
	Iteration 20F: 3 clusters Score -1714806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1714846.500000 Penalty: 4703.434570
	Iteration 21Q: 3 clusters Score -1714846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1714889.500000 Penalty: 4703.434570
	Iteration 22Q: 3 clusters Score -1714890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1714932.000000 Penalty: 4703.434570
	Iteration 23Q: 3 clusters Score -1714932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1714972.000000 Penalty: 4703.434570
	Iteration 24Q: 3 clusters Score -1714972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1715003.250000 Penalty: 4703.434570
	Iteration 25Q: 3 clusters Score -1715003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1715036.625000 Penalty: 4703.434570
	Iteration 26Q: 3 clusters Score -1715037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1715073.375000 Penalty: 4703.434570
	Iteration 27Q: 3 clusters Score -1715073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1715111.875000 Penalty: 4703.434570
	Iteration 28Q: 3 clusters Score -1715112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1715149.875000 Penalty: 4703.434570
	Iteration 29Q: 3 clusters Score -1715150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1715175.625000 Penalty: 4703.434570
	Iteration 30Q: 3 clusters Score -1715176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1715203.000000 Penalty: 4703.434570
	Iteration 31Q: 3 clusters Score -1715203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1715233.125000 Penalty: 4703.434570
	Iteration 32Q: 3 clusters Score -1715233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1715248.125000 Penalty: 4703.434570
	Iteration 33Q: 3 clusters Score -1715248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1715270.500000 Penalty: 4703.434570
	Iteration 34Q: 3 clusters Score -1715270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1715283.000000 Penalty: 4703.434570
	Iteration 35Q: 3 clusters Score -1715283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1715302.250000 Penalty: 4703.434570
	Iteration 36Q: 3 clusters Score -1715302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1715315.625000 Penalty: 4703.434570
	Iteration 37Q: 3 clusters Score -1715316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1715330.875000 Penalty: 4703.434570
	Iteration 38Q: 3 clusters Score -1715331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1715342.375000 Penalty: 4703.434570
	Iteration 39Q: 3 clusters Score -1715342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1715357.250000 Penalty: 4703.434570
	Iteration 40F: 3 clusters Score -1715357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1715371.875000 Penalty: 4703.434570
	Iteration 41Q: 3 clusters Score -1715372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1715385.625000 Penalty: 4703.434570
	Iteration 42Q: 3 clusters Score -1715386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1715403.375000 Penalty: 4703.434570
	Iteration 43Q: 3 clusters Score -1715403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1715411.375000 Penalty: 4703.434570
	Iteration 44Q: 3 clusters Score -1715411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1715420.875000 Penalty: 4703.434570
	Iteration 45Q: 3 clusters Score -1715421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1715428.500000 Penalty: 4703.434570
	Iteration 46Q: 3 clusters Score -1715428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1715438.250000 Penalty: 4703.434570
	Iteration 47Q: 3 clusters Score -1715438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1715438.875000 Penalty: 4703.434570
	Iteration 48Q: 3 clusters Score -1715439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1715441.875000 Penalty: 4703.434570
	Iteration 49Q: 3 clusters Score -1715442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1715449.625000 Penalty: 4703.434570
	Iteration 50Q: 3 clusters Score -1715450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1715453.375000 Penalty: 4703.434570
	Iteration 51Q: 3 clusters Score -1715453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1715454.375000 Penalty: 4703.434570
	Iteration 52Q: 3 clusters Score -1715454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1715456.875000 Penalty: 4703.434570
	Iteration 53Q: 3 clusters Score -1715457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1715457.625000 Penalty: 4703.434570
	Iteration 54Q: 3 clusters Score -1715458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1715458.625000 Penalty: 4703.434570
	Iteration 55Q: 3 clusters Score -1715459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1715460.500000 Penalty: 4703.434570
	Iteration 56Q: 3 clusters Score -1715460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1715463.125000 Penalty: 4703.434570
	Iteration 57Q: 3 clusters Score -1715463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1715464.125000 Penalty: 4703.434570
	Iteration 58Q: 3 clusters Score -1715464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1715465.250000 Penalty: 4703.434570
	Iteration 59Q: 3 clusters Score -1715465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1715464.250000 Penalty: 4703.434570
	Iteration 60F: 3 clusters Score -1715464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -77184.664062 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -77184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75560.382812 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -75560.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75795.328125 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -75795.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75954.085938 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -75954.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76077.000000 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -76077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76190.320312 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -76190.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76298.164062 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76298.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76342.054688 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76342.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76348.734375 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76348.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76387.078125 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -76387.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76397.039062 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -76397.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76402.046875 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -76402.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76406.812500 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -76406.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76409.289062 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -76409.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76409.289062 Penalty: 3167.056396
	Iteration 13F: 3 clusters Score -76409.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -367488.468750 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -367488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -364421.343750 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -364421.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -365219.031250 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -365219 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -365490.937500 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -365490.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -365698.375000 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -365698.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -365844.000000 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -365844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -365955.812500 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -365955.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -366034.281250 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -366034.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366082.218750 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -366082.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -366116.375000 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -366116.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366151.281250 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -366151.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366180.875000 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -366180.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366202.781250 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -366202.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -366228.375000 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -366228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366245.343750 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -366245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -366252.000000 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -366252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -366258.500000 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -366258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -366263.281250 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -366263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -366266.312500 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -366266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366269.062500 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -366269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -366271.218750 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -366271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -366273.593750 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -366273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -366274.156250 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -366274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -366274.156250 Penalty: 3938.706299
	Iteration 22F: 3 clusters Score -366274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Entering Unmasked Estep 
Score: -3401873.500000 Penalty: 2490.887451
	Iteration 0F: 2 clusters Score -3401874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3385829.250000 Penalty: 4981.774902
	Iteration 0F: 3 clusters Score -3385829 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3391109.500000 Penalty: 4981.774902
	Iteration 1F: 3 clusters Score -3391110 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3391460.000000 Penalty: 4981.774902
	Iteration 2F: 3 clusters Score -3391460 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3391725.250000 Penalty: 4981.774902
	Iteration 3Q: 3 clusters Score -3391725 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3391956.750000 Penalty: 4981.774902
	Iteration 4Q: 3 clusters Score -3391957 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3392181.000000 Penalty: 4981.774902
	Iteration 5Q: 3 clusters Score -3392181 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3392417.250000 Penalty: 4981.774902
	Iteration 6Q: 3 clusters Score -3392417 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3392672.500000 Penalty: 4981.774902
	Iteration 7Q: 3 clusters Score -3392672 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3392999.000000 Penalty: 4981.774902
	Iteration 8Q: 3 clusters Score -3392999 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3393507.000000 Penalty: 4981.774902
	Iteration 9Q: 3 clusters Score -3393507 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3394243.750000 Penalty: 4981.774902
	Iteration 10F: 3 clusters Score -3394244 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3395344.000000 Penalty: 4981.774902
	Iteration 11F: 3 clusters Score -3395344 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3396683.500000 Penalty: 4981.774902
	Iteration 12F: 3 clusters Score -3396684 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3397903.500000 Penalty: 4981.774902
	Iteration 13F: 3 clusters Score -3397904 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3398799.500000 Penalty: 4981.774902
	Iteration 14Q: 3 clusters Score -3398800 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3399295.750000 Penalty: 4981.774902
	Iteration 15Q: 3 clusters Score -3399296 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3399537.250000 Penalty: 4981.774902
	Iteration 16Q: 3 clusters Score -3399537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3399692.250000 Penalty: 4981.774902
	Iteration 17Q: 3 clusters Score -3399692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3399792.250000 Penalty: 4981.774902
	Iteration 18Q: 3 clusters Score -3399792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3399847.500000 Penalty: 4981.774902
	Iteration 19Q: 3 clusters Score -3399848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3399873.500000 Penalty: 4981.774902
	Iteration 20F: 3 clusters Score -3399874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3399898.500000 Penalty: 4981.774902
	Iteration 21Q: 3 clusters Score -3399898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3399915.500000 Penalty: 4981.774902
	Iteration 22Q: 3 clusters Score -3399916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3399927.000000 Penalty: 4981.774902
	Iteration 23Q: 3 clusters Score -3399927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3399930.250000 Penalty: 4981.774902
	Iteration 24Q: 3 clusters Score -3399930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3399938.250000 Penalty: 4981.774902
	Iteration 25Q: 3 clusters Score -3399938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3399943.250000 Penalty: 4981.774902
	Iteration 26Q: 3 clusters Score -3399943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3399945.000000 Penalty: 4981.774902
	Iteration 27Q: 3 clusters Score -3399945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3399943.500000 Penalty: 4981.774902
	Iteration 28Q: 3 clusters Score -3399944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3399947.750000 Penalty: 4981.774902
	Iteration 29Q: 3 clusters Score -3399948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3399948.500000 Penalty: 4981.774902
	Iteration 30Q: 3 clusters Score -3399948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3399949.500000 Penalty: 4981.774902
	Iteration 31Q: 3 clusters Score -3399950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3399949.500000 Penalty: 4981.774902
	Iteration 32Q: 3 clusters Score -3399950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3399950.000000 Penalty: 4981.774902
	Iteration 33Q: 3 clusters Score -3399950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3399949.000000 Penalty: 4981.774902
	Iteration 34Q: 3 clusters Score -3399949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3399950.750000 Penalty: 4981.774902
	Iteration 35Q: 3 clusters Score -3399951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3399956.250000 Penalty: 4981.774902
	Iteration 36Q: 3 clusters Score -3399956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3399950.500000 Penalty: 4981.774902
	Iteration 37Q: 3 clusters Score -3399950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3399949.500000 Penalty: 4981.774902
	Iteration 38Q: 3 clusters Score -3399950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3399952.250000 Penalty: 4981.774902
	Iteration 39Q: 3 clusters Score -3399952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3399952.250000 Penalty: 4981.774902
	Iteration 40F: 3 clusters Score -3399952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Entering Unmasked Estep 
Score: -2431683.250000 Penalty: 2422.537598
	Iteration 0F: 2 clusters Score -2431683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2419233.500000 Penalty: 4845.075195
	Iteration 0F: 3 clusters Score -2419234 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2423553.500000 Penalty: 4845.075195
	Iteration 1F: 3 clusters Score -2423554 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2424186.750000 Penalty: 4845.075195
	Iteration 2F: 3 clusters Score -2424187 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2424797.250000 Penalty: 4845.075195
	Iteration 3F: 3 clusters Score -2424797 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2425431.750000 Penalty: 4845.075195
	Iteration 4F: 3 clusters Score -2425432 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2426067.250000 Penalty: 4845.075195
	Iteration 5F: 3 clusters Score -2426067 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2426623.000000 Penalty: 4845.075195
	Iteration 6F: 3 clusters Score -2426623 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2427020.250000 Penalty: 4845.075195
	Iteration 7Q: 3 clusters Score -2427020 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2427303.500000 Penalty: 4845.075195
	Iteration 8Q: 3 clusters Score -2427304 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2427513.500000 Penalty: 4845.075195
	Iteration 9Q: 3 clusters Score -2427514 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2427666.500000 Penalty: 4845.075195
	Iteration 10Q: 3 clusters Score -2427666 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2427771.750000 Penalty: 4845.075195
	Iteration 11Q: 3 clusters Score -2427772 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2427872.250000 Penalty: 4845.075195
	Iteration 12Q: 3 clusters Score -2427872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2427902.000000 Penalty: 4845.075195
	Iteration 13Q: 3 clusters Score -2427902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2427954.250000 Penalty: 4845.075195
	Iteration 14Q: 3 clusters Score -2427954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2428001.250000 Penalty: 4845.075195
	Iteration 15Q: 3 clusters Score -2428001 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2428036.250000 Penalty: 4845.075195
	Iteration 16Q: 3 clusters Score -2428036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2428068.000000 Penalty: 4845.075195
	Iteration 17Q: 3 clusters Score -2428068 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2428095.750000 Penalty: 4845.075195
	Iteration 18Q: 3 clusters Score -2428096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2428116.750000 Penalty: 4845.075195
	Iteration 19Q: 3 clusters Score -2428117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2428151.250000 Penalty: 4845.075195
	Iteration 20F: 3 clusters Score -2428151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2428174.000000 Penalty: 4845.075195
	Iteration 21Q: 3 clusters Score -2428174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2428195.750000 Penalty: 4845.075195
	Iteration 22Q: 3 clusters Score -2428196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2428224.250000 Penalty: 4845.075195
	Iteration 23Q: 3 clusters Score -2428224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2428243.750000 Penalty: 4845.075195
	Iteration 24Q: 3 clusters Score -2428244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2428270.750000 Penalty: 4845.075195
	Iteration 25Q: 3 clusters Score -2428271 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2428274.000000 Penalty: 4845.075195
	Iteration 26Q: 3 clusters Score -2428274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2428310.000000 Penalty: 4845.075195
	Iteration 27Q: 3 clusters Score -2428310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2428316.000000 Penalty: 4845.075195
	Iteration 28Q: 3 clusters Score -2428316 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2428338.750000 Penalty: 4845.075195
	Iteration 29Q: 3 clusters Score -2428339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2428367.250000 Penalty: 4845.075195
	Iteration 30Q: 3 clusters Score -2428367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2428376.750000 Penalty: 4845.075195
	Iteration 31Q: 3 clusters Score -2428377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2428397.000000 Penalty: 4845.075195
	Iteration 32Q: 3 clusters Score -2428397 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2428427.500000 Penalty: 4845.075195
	Iteration 33Q: 3 clusters Score -2428428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2428439.750000 Penalty: 4845.075195
	Iteration 34Q: 3 clusters Score -2428440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2428467.250000 Penalty: 4845.075195
	Iteration 35Q: 3 clusters Score -2428467 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2428519.250000 Penalty: 4845.075195
	Iteration 36Q: 3 clusters Score -2428519 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2428571.500000 Penalty: 4845.075195
	Iteration 37Q: 3 clusters Score -2428572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2428635.000000 Penalty: 4845.075195
	Iteration 38Q: 3 clusters Score -2428635 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2428692.750000 Penalty: 4845.075195
	Iteration 39Q: 3 clusters Score -2428693 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2428760.750000 Penalty: 4845.075195
	Iteration 40F: 3 clusters Score -2428761 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2428844.000000 Penalty: 4845.075195
	Iteration 41Q: 3 clusters Score -2428844 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2428952.500000 Penalty: 4845.075195
	Iteration 42Q: 3 clusters Score -2428952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2429069.750000 Penalty: 4845.075195
	Iteration 43Q: 3 clusters Score -2429070 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2429227.000000 Penalty: 4845.075195
	Iteration 44Q: 3 clusters Score -2429227 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2429386.250000 Penalty: 4845.075195
	Iteration 45Q: 3 clusters Score -2429386 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2429573.750000 Penalty: 4845.075195
	Iteration 46Q: 3 clusters Score -2429574 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2429824.750000 Penalty: 4845.075195
	Iteration 47Q: 3 clusters Score -2429825 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2430087.500000 Penalty: 4845.075195
	Iteration 48Q: 3 clusters Score -2430088 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2430371.250000 Penalty: 4845.075195
	Iteration 49Q: 3 clusters Score -2430371 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2430597.000000 Penalty: 4845.075195
	Iteration 50Q: 3 clusters Score -2430597 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2430706.500000 Penalty: 4845.075195
	Iteration 51Q: 3 clusters Score -2430706 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2430770.750000 Penalty: 4845.075195
	Iteration 52Q: 3 clusters Score -2430771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2430803.250000 Penalty: 4845.075195
	Iteration 53Q: 3 clusters Score -2430803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2430834.000000 Penalty: 4845.075195
	Iteration 54Q: 3 clusters Score -2430834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2430852.500000 Penalty: 4845.075195
	Iteration 55Q: 3 clusters Score -2430852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2430860.000000 Penalty: 4845.075195
	Iteration 56Q: 3 clusters Score -2430860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2430873.500000 Penalty: 4845.075195
	Iteration 57Q: 3 clusters Score -2430874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2430877.750000 Penalty: 4845.075195
	Iteration 58Q: 3 clusters Score -2430878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2430884.000000 Penalty: 4845.075195
	Iteration 59Q: 3 clusters Score -2430884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2430896.250000 Penalty: 4845.075195
	Iteration 60F: 3 clusters Score -2430896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2430905.000000 Penalty: 4845.075195
	Iteration 61Q: 3 clusters Score -2430905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2430908.250000 Penalty: 4845.075195
	Iteration 62Q: 3 clusters Score -2430908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2430910.250000 Penalty: 4845.075195
	Iteration 63Q: 3 clusters Score -2430910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2430914.000000 Penalty: 4845.075195
	Iteration 64Q: 3 clusters Score -2430914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2430919.250000 Penalty: 4845.075195
	Iteration 65Q: 3 clusters Score -2430919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2430925.250000 Penalty: 4845.075195
	Iteration 66Q: 3 clusters Score -2430925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2430921.750000 Penalty: 4845.075195
	Iteration 67Q: 3 clusters Score -2430922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2430925.500000 Penalty: 4845.075195
	Iteration 68Q: 3 clusters Score -2430926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2430930.750000 Penalty: 4845.075195
	Iteration 69Q: 3 clusters Score -2430931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2430932.500000 Penalty: 4845.075195
	Iteration 70Q: 3 clusters Score -2430932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2430932.000000 Penalty: 4845.075195
	Iteration 71Q: 3 clusters Score -2430932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2430931.250000 Penalty: 4845.075195
	Iteration 72Q: 3 clusters Score -2430931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2430930.500000 Penalty: 4845.075195
	Iteration 73Q: 3 clusters Score -2430930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2430930.500000 Penalty: 4845.075195
	Iteration 74F: 3 clusters Score -2430930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1189914.750000 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1189915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1182974.250000 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -1182974 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1185007.875000 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -1185008 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1185303.250000 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -1185303 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1185506.125000 Penalty: 4502.946777
	Iteration 3F: 3 clusters Score -1185506 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1185662.500000 Penalty: 4502.946777
	Iteration 4Q: 3 clusters Score -1185662 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1185802.125000 Penalty: 4502.946777
	Iteration 5Q: 3 clusters Score -1185802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1185900.875000 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1185901 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1185995.500000 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1185996 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1186104.375000 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1186104 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1186232.000000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1186232 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1186380.500000 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1186380 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1186521.250000 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1186521 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1186663.375000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1186663 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1186816.125000 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1186816 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1186969.250000 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1186969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1187139.500000 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1187140 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1187316.250000 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1187316 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1187486.250000 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1187486 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1187633.000000 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1187633 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1187717.000000 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1187717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1187773.250000 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1187773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1187816.750000 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1187817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1187853.375000 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1187853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1187885.500000 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1187886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1187906.500000 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1187906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1187924.750000 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1187925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1187938.250000 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1187938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1187944.000000 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1187944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1187948.125000 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1187948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1187949.250000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1187949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1187950.500000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1187950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1187955.250000 Penalty: 4502.946777
	Iteration 31Q: 3 clusters Score -1187955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1187957.250000 Penalty: 4502.946777
	Iteration 32Q: 3 clusters Score -1187957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1187958.125000 Penalty: 4502.946777
	Iteration 33Q: 3 clusters Score -1187958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1187959.500000 Penalty: 4502.946777
	Iteration 34Q: 3 clusters Score -1187960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1187959.500000 Penalty: 4502.946777
	Iteration 35F: 3 clusters Score -1187960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -78820.609375 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -78820.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77210.789062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -77210.79 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77432.054688 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -77432.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77496.953125 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -77496.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77539.085938 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -77539.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77561.796875 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -77561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77584.031250 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -77584.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77599.812500 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -77599.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77614.460938 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -77614.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77627.335938 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -77627.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77636.515625 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -77636.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77643.250000 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -77643.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77650.882812 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -77650.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77659.671875 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -77659.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77659.671875 Penalty: 3165.380615
	Iteration 13F: 3 clusters Score -77659.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Entering Unmasked Estep 
Score: -5483557.000000 Penalty: 2609.133301
	Iteration 0F: 2 clusters Score -5483557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5458233.500000 Penalty: 5218.266602
	Iteration 0F: 3 clusters Score -5458234 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5467497.000000 Penalty: 5218.266602
	Iteration 1F: 3 clusters Score -5467497 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5467900.500000 Penalty: 5218.266602
	Iteration 2Q: 3 clusters Score -5467900 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5468264.500000 Penalty: 5218.266602
	Iteration 3Q: 3 clusters Score -5468264 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5468702.500000 Penalty: 5218.266602
	Iteration 4Q: 3 clusters Score -5468702 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5469300.500000 Penalty: 5218.266602
	Iteration 5Q: 3 clusters Score -5469300 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5470208.500000 Penalty: 5218.266602
	Iteration 6Q: 3 clusters Score -5470208 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -5471416.500000 Penalty: 5218.266602
	Iteration 7F: 3 clusters Score -5471416 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5473003.500000 Penalty: 5218.266602
	Iteration 8F: 3 clusters Score -5473004 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5475000.000000 Penalty: 5218.266602
	Iteration 9F: 3 clusters Score -5475000 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -5477019.000000 Penalty: 5218.266602
	Iteration 10F: 3 clusters Score -5477019 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5478736.000000 Penalty: 5218.266602
	Iteration 11F: 3 clusters Score -5478736 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5479855.500000 Penalty: 5218.266602
	Iteration 12Q: 3 clusters Score -5479856 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5480485.500000 Penalty: 5218.266602
	Iteration 13Q: 3 clusters Score -5480486 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5480784.500000 Penalty: 5218.266602
	Iteration 14Q: 3 clusters Score -5480784 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5480980.000000 Penalty: 5218.266602
	Iteration 15Q: 3 clusters Score -5480980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5481081.500000 Penalty: 5218.266602
	Iteration 16Q: 3 clusters Score -5481082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5481160.500000 Penalty: 5218.266602
	Iteration 17Q: 3 clusters Score -5481160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5481197.500000 Penalty: 5218.266602
	Iteration 18Q: 3 clusters Score -5481198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5481219.500000 Penalty: 5218.266602
	Iteration 19Q: 3 clusters Score -5481220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5481237.000000 Penalty: 5218.266602
	Iteration 20F: 3 clusters Score -5481237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5481242.000000 Penalty: 5218.266602
	Iteration 21Q: 3 clusters Score -5481242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5481253.500000 Penalty: 5218.266602
	Iteration 22Q: 3 clusters Score -5481254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5481262.000000 Penalty: 5218.266602
	Iteration 23Q: 3 clusters Score -5481262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5481271.000000 Penalty: 5218.266602
	Iteration 24Q: 3 clusters Score -5481271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5481276.500000 Penalty: 5218.266602
	Iteration 25Q: 3 clusters Score -5481276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5481287.500000 Penalty: 5218.266602
	Iteration 26Q: 3 clusters Score -5481288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5481289.500000 Penalty: 5218.266602
	Iteration 27Q: 3 clusters Score -5481290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5481289.000000 Penalty: 5218.266602
	Iteration 28Q: 3 clusters Score -5481289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5481290.500000 Penalty: 5218.266602
	Iteration 29Q: 3 clusters Score -5481290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5481290.500000 Penalty: 5218.266602
	Iteration 30F: 3 clusters Score -5481290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (120768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Entering Unmasked Estep 
Score: -17758430.000000 Penalty: 2902.003418
	Iteration 0F: 2 clusters Score -1.775843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -17680426.000000 Penalty: 5804.006836
	Iteration 0F: 3 clusters Score -1.768043e+07 nChanged 57439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -17713712.000000 Penalty: 5804.006836
	Iteration 1F: 3 clusters Score -1.771371e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -17714568.000000 Penalty: 5804.006836
	Iteration 2Q: 3 clusters Score -1.771457e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -17715642.000000 Penalty: 5804.006836
	Iteration 3Q: 3 clusters Score -1.771564e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -17716874.000000 Penalty: 5804.006836
	Iteration 4Q: 3 clusters Score -1.771687e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -17718682.000000 Penalty: 5804.006836
	Iteration 5Q: 3 clusters Score -1.771868e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -17721284.000000 Penalty: 5804.006836
	Iteration 6Q: 3 clusters Score -1.772128e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -17725292.000000 Penalty: 5804.006836
	Iteration 7F: 3 clusters Score -1.772529e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -17731052.000000 Penalty: 5804.006836
	Iteration 8F: 3 clusters Score -1.773105e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -17737848.000000 Penalty: 5804.006836
	Iteration 9F: 3 clusters Score -1.773785e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -17744500.000000 Penalty: 5804.006836
	Iteration 10F: 3 clusters Score -1.77445e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -17749418.000000 Penalty: 5804.006836
	Iteration 11Q: 3 clusters Score -1.774942e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -17752420.000000 Penalty: 5804.006836
	Iteration 12Q: 3 clusters Score -1.775242e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -17754108.000000 Penalty: 5804.006836
	Iteration 13Q: 3 clusters Score -1.775411e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -17755044.000000 Penalty: 5804.006836
	Iteration 14Q: 3 clusters Score -1.775504e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -17755654.000000 Penalty: 5804.006836
	Iteration 15Q: 3 clusters Score -1.775565e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -17756008.000000 Penalty: 5804.006836
	Iteration 16Q: 3 clusters Score -1.775601e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -17756238.000000 Penalty: 5804.006836
	Iteration 17Q: 3 clusters Score -1.775624e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -17756382.000000 Penalty: 5804.006836
	Iteration 18Q: 3 clusters Score -1.775638e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 115503 members 
Entering Unmasked Estep 
Score: -17756532.000000 Penalty: 5804.006836
	Iteration 19Q: 3 clusters Score -1.775653e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -17756616.000000 Penalty: 5804.006836
	Iteration 20F: 3 clusters Score -1.775662e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 116086 members 
Entering Unmasked Estep 
Score: -17756620.000000 Penalty: 5804.006836
	Iteration 21Q: 3 clusters Score -1.775662e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -17756674.000000 Penalty: 5804.006836
	Iteration 22Q: 3 clusters Score -1.775667e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -17756722.000000 Penalty: 5804.006836
	Iteration 23Q: 3 clusters Score -1.775672e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -17756700.000000 Penalty: 5804.006836
	Iteration 24Q: 3 clusters Score -1.77567e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -17756732.000000 Penalty: 5804.006836
	Iteration 25Q: 3 clusters Score -1.775673e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -17756744.000000 Penalty: 5804.006836
	Iteration 26Q: 3 clusters Score -1.775674e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -17756760.000000 Penalty: 5804.006836
	Iteration 27Q: 3 clusters Score -1.775676e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -17756782.000000 Penalty: 5804.006836
	Iteration 28Q: 3 clusters Score -1.775678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -17756804.000000 Penalty: 5804.006836
	Iteration 29Q: 3 clusters Score -1.77568e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -17756810.000000 Penalty: 5804.006836
	Iteration 30Q: 3 clusters Score -1.775681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -17756820.000000 Penalty: 5804.006836
	Iteration 31Q: 3 clusters Score -1.775682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -17756824.000000 Penalty: 5804.006836
	Iteration 32Q: 3 clusters Score -1.775682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -17756840.000000 Penalty: 5804.006836
	Iteration 33Q: 3 clusters Score -1.775684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -17756834.000000 Penalty: 5804.006836
	Iteration 34Q: 3 clusters Score -1.775683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -17756838.000000 Penalty: 5804.006836
	Iteration 35Q: 3 clusters Score -1.775684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -17756824.000000 Penalty: 5804.006836
	Iteration 36Q: 3 clusters Score -1.775682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -17756852.000000 Penalty: 5804.006836
	Iteration 37Q: 3 clusters Score -1.775685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -17756838.000000 Penalty: 5804.006836
	Iteration 38Q: 3 clusters Score -1.775684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -17756856.000000 Penalty: 5804.006836
	Iteration 39Q: 3 clusters Score -1.775686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -17756874.000000 Penalty: 5804.006836
	Iteration 40F: 3 clusters Score -1.775687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -17756874.000000 Penalty: 5804.006836
	Iteration 41Q: 3 clusters Score -1.775687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -17756876.000000 Penalty: 5804.006836
	Iteration 42Q: 3 clusters Score -1.775688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -17756878.000000 Penalty: 5804.006836
	Iteration 43Q: 3 clusters Score -1.775688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -17756870.000000 Penalty: 5804.006836
	Iteration 44Q: 3 clusters Score -1.775687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -17756876.000000 Penalty: 5804.006836
	Iteration 45Q: 3 clusters Score -1.775688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -17756870.000000 Penalty: 5804.006836
	Iteration 46Q: 3 clusters Score -1.775687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -17756878.000000 Penalty: 5804.006836
	Iteration 47Q: 3 clusters Score -1.775688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -17756870.000000 Penalty: 5804.006836
	Iteration 48Q: 3 clusters Score -1.775687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -17756874.000000 Penalty: 5804.006836
	Iteration 49Q: 3 clusters Score -1.775687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 117590 members 
Entering Unmasked Estep 
Score: -17756870.000000 Penalty: 5804.006836
	Iteration 50Q: 3 clusters Score -1.775687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 117593 members 
Entering Unmasked Estep 
Score: -17756860.000000 Penalty: 5804.006836
	Iteration 51Q: 3 clusters Score -1.775686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -17756852.000000 Penalty: 5804.006836
	Iteration 52Q: 3 clusters Score -1.775685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -17756852.000000 Penalty: 5804.006836
	Iteration 53F: 3 clusters Score -1.775685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Entering Unmasked Estep 
Score: -3904175.250000 Penalty: 2536.202148
	Iteration 0F: 2 clusters Score -3904175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3885217.250000 Penalty: 5072.404297
	Iteration 0F: 3 clusters Score -3885217 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3891950.000000 Penalty: 5072.404297
	Iteration 1F: 3 clusters Score -3891950 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3892709.750000 Penalty: 5072.404297
	Iteration 2F: 3 clusters Score -3892710 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3893636.500000 Penalty: 5072.404297
	Iteration 3F: 3 clusters Score -3893636 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3894757.000000 Penalty: 5072.404297
	Iteration 4F: 3 clusters Score -3894757 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3895977.000000 Penalty: 5072.404297
	Iteration 5F: 3 clusters Score -3895977 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3897196.500000 Penalty: 5072.404297
	Iteration 6F: 3 clusters Score -3897196 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3898325.000000 Penalty: 5072.404297
	Iteration 7F: 3 clusters Score -3898325 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3899317.000000 Penalty: 5072.404297
	Iteration 8Q: 3 clusters Score -3899317 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3900198.750000 Penalty: 5072.404297
	Iteration 9Q: 3 clusters Score -3900199 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3900863.750000 Penalty: 5072.404297
	Iteration 10Q: 3 clusters Score -3900864 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3901328.000000 Penalty: 5072.404297
	Iteration 11Q: 3 clusters Score -3901328 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3901617.750000 Penalty: 5072.404297
	Iteration 12Q: 3 clusters Score -3901618 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3901768.000000 Penalty: 5072.404297
	Iteration 13Q: 3 clusters Score -3901768 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3901868.500000 Penalty: 5072.404297
	Iteration 14Q: 3 clusters Score -3901868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3901952.500000 Penalty: 5072.404297
	Iteration 15Q: 3 clusters Score -3901952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3902006.250000 Penalty: 5072.404297
	Iteration 16Q: 3 clusters Score -3902006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3902048.250000 Penalty: 5072.404297
	Iteration 17Q: 3 clusters Score -3902048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3902093.750000 Penalty: 5072.404297
	Iteration 18Q: 3 clusters Score -3902094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3902148.750000 Penalty: 5072.404297
	Iteration 19Q: 3 clusters Score -3902149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3902159.250000 Penalty: 5072.404297
	Iteration 20F: 3 clusters Score -3902159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3902192.250000 Penalty: 5072.404297
	Iteration 21Q: 3 clusters Score -3902192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3902220.500000 Penalty: 5072.404297
	Iteration 22Q: 3 clusters Score -3902220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3902231.250000 Penalty: 5072.404297
	Iteration 23Q: 3 clusters Score -3902231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3902255.500000 Penalty: 5072.404297
	Iteration 24Q: 3 clusters Score -3902256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3902266.000000 Penalty: 5072.404297
	Iteration 25Q: 3 clusters Score -3902266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3902276.500000 Penalty: 5072.404297
	Iteration 26Q: 3 clusters Score -3902276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3902280.000000 Penalty: 5072.404297
	Iteration 27Q: 3 clusters Score -3902280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3902294.000000 Penalty: 5072.404297
	Iteration 28Q: 3 clusters Score -3902294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3902309.750000 Penalty: 5072.404297
	Iteration 29Q: 3 clusters Score -3902310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3902332.000000 Penalty: 5072.404297
	Iteration 30Q: 3 clusters Score -3902332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3902344.500000 Penalty: 5072.404297
	Iteration 31Q: 3 clusters Score -3902344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3902354.250000 Penalty: 5072.404297
	Iteration 32Q: 3 clusters Score -3902354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3902364.500000 Penalty: 5072.404297
	Iteration 33Q: 3 clusters Score -3902364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3902373.500000 Penalty: 5072.404297
	Iteration 34Q: 3 clusters Score -3902374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3902391.000000 Penalty: 5072.404297
	Iteration 35Q: 3 clusters Score -3902391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3902402.500000 Penalty: 5072.404297
	Iteration 36Q: 3 clusters Score -3902402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3902410.500000 Penalty: 5072.404297
	Iteration 37Q: 3 clusters Score -3902410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3902431.750000 Penalty: 5072.404297
	Iteration 38Q: 3 clusters Score -3902432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3902447.000000 Penalty: 5072.404297
	Iteration 39Q: 3 clusters Score -3902447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3902470.250000 Penalty: 5072.404297
	Iteration 40F: 3 clusters Score -3902470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3902495.750000 Penalty: 5072.404297
	Iteration 41Q: 3 clusters Score -3902496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3902521.500000 Penalty: 5072.404297
	Iteration 42Q: 3 clusters Score -3902522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3902555.750000 Penalty: 5072.404297
	Iteration 43Q: 3 clusters Score -3902556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3902620.250000 Penalty: 5072.404297
	Iteration 44Q: 3 clusters Score -3902620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3902681.250000 Penalty: 5072.404297
	Iteration 45Q: 3 clusters Score -3902681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3902782.750000 Penalty: 5072.404297
	Iteration 46Q: 3 clusters Score -3902783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3902868.250000 Penalty: 5072.404297
	Iteration 47Q: 3 clusters Score -3902868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3902915.500000 Penalty: 5072.404297
	Iteration 48Q: 3 clusters Score -3902916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3902935.250000 Penalty: 5072.404297
	Iteration 49Q: 3 clusters Score -3902935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3902948.250000 Penalty: 5072.404297
	Iteration 50Q: 3 clusters Score -3902948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3902967.750000 Penalty: 5072.404297
	Iteration 51Q: 3 clusters Score -3902968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3902982.500000 Penalty: 5072.404297
	Iteration 52Q: 3 clusters Score -3902982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3902989.750000 Penalty: 5072.404297
	Iteration 53Q: 3 clusters Score -3902990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3902992.250000 Penalty: 5072.404297
	Iteration 54Q: 3 clusters Score -3902992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3902996.000000 Penalty: 5072.404297
	Iteration 55Q: 3 clusters Score -3902996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3903001.000000 Penalty: 5072.404297
	Iteration 56Q: 3 clusters Score -3903001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3903004.750000 Penalty: 5072.404297
	Iteration 57Q: 3 clusters Score -3903005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3903004.250000 Penalty: 5072.404297
	Iteration 58Q: 3 clusters Score -3903004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3903009.000000 Penalty: 5072.404297
	Iteration 59Q: 3 clusters Score -3903009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3903009.000000 Penalty: 5072.404297
	Iteration 60F: 3 clusters Score -3903009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3903011.500000 Penalty: 5072.404297
	Iteration 61Q: 3 clusters Score -3903012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3903014.500000 Penalty: 5072.404297
	Iteration 62Q: 3 clusters Score -3903014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3903014.000000 Penalty: 5072.404297
	Iteration 63Q: 3 clusters Score -3903014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3903010.500000 Penalty: 5072.404297
	Iteration 64Q: 3 clusters Score -3903010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3903011.250000 Penalty: 5072.404297
	Iteration 65Q: 3 clusters Score -3903011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3903012.250000 Penalty: 5072.404297
	Iteration 66Q: 3 clusters Score -3903012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3903021.250000 Penalty: 5072.404297
	Iteration 67Q: 3 clusters Score -3903021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3903018.750000 Penalty: 5072.404297
	Iteration 68Q: 3 clusters Score -3903019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3903018.750000 Penalty: 5072.404297
	Iteration 69Q: 3 clusters Score -3903019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3903024.250000 Penalty: 5072.404297
	Iteration 70Q: 3 clusters Score -3903024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3903027.750000 Penalty: 5072.404297
	Iteration 71Q: 3 clusters Score -3903028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3903032.250000 Penalty: 5072.404297
	Iteration 72Q: 3 clusters Score -3903032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3903030.000000 Penalty: 5072.404297
	Iteration 73Q: 3 clusters Score -3903030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3903030.500000 Penalty: 5072.404297
	Iteration 74Q: 3 clusters Score -3903030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3903029.750000 Penalty: 5072.404297
	Iteration 75Q: 3 clusters Score -3903030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3903028.500000 Penalty: 5072.404297
	Iteration 76Q: 3 clusters Score -3903028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3903028.250000 Penalty: 5072.404297
	Iteration 77Q: 3 clusters Score -3903028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3903028.500000 Penalty: 5072.404297
	Iteration 78Q: 3 clusters Score -3903028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3903028.500000 Penalty: 5072.404297
	Iteration 79F: 3 clusters Score -3903028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Entering Unmasked Estep 
Score: -6493498.500000 Penalty: 2651.962891
	Iteration 0F: 2 clusters Score -6493498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6463770.000000 Penalty: 5303.925781
	Iteration 0F: 3 clusters Score -6463770 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -6475091.000000 Penalty: 5303.925781
	Iteration 1F: 3 clusters Score -6475091 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6475546.500000 Penalty: 5303.925781
	Iteration 2Q: 3 clusters Score -6475546 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -6475911.500000 Penalty: 5303.925781
	Iteration 3Q: 3 clusters Score -6475912 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6476314.000000 Penalty: 5303.925781
	Iteration 4Q: 3 clusters Score -6476314 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -6476795.000000 Penalty: 5303.925781
	Iteration 5Q: 3 clusters Score -6476795 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6477447.000000 Penalty: 5303.925781
	Iteration 6Q: 3 clusters Score -6477447 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -6478428.500000 Penalty: 5303.925781
	Iteration 7Q: 3 clusters Score -6478428 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6479826.000000 Penalty: 5303.925781
	Iteration 8Q: 3 clusters Score -6479826 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6481667.000000 Penalty: 5303.925781
	Iteration 9F: 3 clusters Score -6481667 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6483659.500000 Penalty: 5303.925781
	Iteration 10F: 3 clusters Score -6483660 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -6485491.500000 Penalty: 5303.925781
	Iteration 11Q: 3 clusters Score -6485492 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -6486840.000000 Penalty: 5303.925781
	Iteration 12Q: 3 clusters Score -6486840 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -6487833.000000 Penalty: 5303.925781
	Iteration 13Q: 3 clusters Score -6487833 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -6488572.500000 Penalty: 5303.925781
	Iteration 14Q: 3 clusters Score -6488572 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -6489153.000000 Penalty: 5303.925781
	Iteration 15Q: 3 clusters Score -6489153 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -6489603.000000 Penalty: 5303.925781
	Iteration 16Q: 3 clusters Score -6489603 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6489991.500000 Penalty: 5303.925781
	Iteration 17Q: 3 clusters Score -6489992 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -6490328.500000 Penalty: 5303.925781
	Iteration 18Q: 3 clusters Score -6490328 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -6490535.500000 Penalty: 5303.925781
	Iteration 19Q: 3 clusters Score -6490536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -6490687.000000 Penalty: 5303.925781
	Iteration 20F: 3 clusters Score -6490687 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -6490800.000000 Penalty: 5303.925781
	Iteration 21Q: 3 clusters Score -6490800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -6490889.000000 Penalty: 5303.925781
	Iteration 22Q: 3 clusters Score -6490889 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6490991.000000 Penalty: 5303.925781
	Iteration 23Q: 3 clusters Score -6490991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6491029.000000 Penalty: 5303.925781
	Iteration 24Q: 3 clusters Score -6491029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -6491081.000000 Penalty: 5303.925781
	Iteration 25Q: 3 clusters Score -6491081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -6491118.500000 Penalty: 5303.925781
	Iteration 26Q: 3 clusters Score -6491118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -6491132.500000 Penalty: 5303.925781
	Iteration 27Q: 3 clusters Score -6491132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -6491147.500000 Penalty: 5303.925781
	Iteration 28Q: 3 clusters Score -6491148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -6491172.000000 Penalty: 5303.925781
	Iteration 29Q: 3 clusters Score -6491172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -6491188.500000 Penalty: 5303.925781
	Iteration 30Q: 3 clusters Score -6491188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6491203.500000 Penalty: 5303.925781
	Iteration 31Q: 3 clusters Score -6491204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6491224.000000 Penalty: 5303.925781
	Iteration 32Q: 3 clusters Score -6491224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6491228.000000 Penalty: 5303.925781
	Iteration 33Q: 3 clusters Score -6491228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -6491232.000000 Penalty: 5303.925781
	Iteration 34Q: 3 clusters Score -6491232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -6491249.500000 Penalty: 5303.925781
	Iteration 35Q: 3 clusters Score -6491250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6491257.000000 Penalty: 5303.925781
	Iteration 36Q: 3 clusters Score -6491257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -6491260.500000 Penalty: 5303.925781
	Iteration 37Q: 3 clusters Score -6491260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -6491265.500000 Penalty: 5303.925781
	Iteration 38Q: 3 clusters Score -6491266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6491274.500000 Penalty: 5303.925781
	Iteration 39Q: 3 clusters Score -6491274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -6491279.000000 Penalty: 5303.925781
	Iteration 40F: 3 clusters Score -6491279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -6491286.500000 Penalty: 5303.925781
	Iteration 41Q: 3 clusters Score -6491286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6491290.000000 Penalty: 5303.925781
	Iteration 42Q: 3 clusters Score -6491290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6491284.000000 Penalty: 5303.925781
	Iteration 43Q: 3 clusters Score -6491284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -6491286.000000 Penalty: 5303.925781
	Iteration 44Q: 3 clusters Score -6491286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -6491286.000000 Penalty: 5303.925781
	Iteration 45F: 3 clusters Score -6491286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109085 members 
Entering Unmasked Estep 
Score: -16033693.000000 Penalty: 2876.770996
	Iteration 0F: 2 clusters Score -1.603369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -15961750.000000 Penalty: 5753.541992
	Iteration 0F: 3 clusters Score -1.596175e+07 nChanged 51712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -15991454.000000 Penalty: 5753.541992
	Iteration 1F: 3 clusters Score -1.599145e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -15992346.000000 Penalty: 5753.541992
	Iteration 2Q: 3 clusters Score -1.599235e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -15993305.000000 Penalty: 5753.541992
	Iteration 3Q: 3 clusters Score -1.59933e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -15994693.000000 Penalty: 5753.541992
	Iteration 4Q: 3 clusters Score -1.599469e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -15996742.000000 Penalty: 5753.541992
	Iteration 5Q: 3 clusters Score -1.599674e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -15999561.000000 Penalty: 5753.541992
	Iteration 6F: 3 clusters Score -1.599956e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -16004059.000000 Penalty: 5753.541992
	Iteration 7F: 3 clusters Score -1.600406e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -16009752.000000 Penalty: 5753.541992
	Iteration 8F: 3 clusters Score -1.600975e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -16015525.000000 Penalty: 5753.541992
	Iteration 9F: 3 clusters Score -1.601552e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -16019529.000000 Penalty: 5753.541992
	Iteration 10F: 3 clusters Score -1.601953e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -16021685.000000 Penalty: 5753.541992
	Iteration 11Q: 3 clusters Score -1.602168e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -16022947.000000 Penalty: 5753.541992
	Iteration 12Q: 3 clusters Score -1.602295e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -16023898.000000 Penalty: 5753.541992
	Iteration 13Q: 3 clusters Score -1.60239e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -16024757.000000 Penalty: 5753.541992
	Iteration 14Q: 3 clusters Score -1.602476e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -16025640.000000 Penalty: 5753.541992
	Iteration 15Q: 3 clusters Score -1.602564e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -16026443.000000 Penalty: 5753.541992
	Iteration 16Q: 3 clusters Score -1.602644e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -16027192.000000 Penalty: 5753.541992
	Iteration 17Q: 3 clusters Score -1.602719e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -16027860.000000 Penalty: 5753.541992
	Iteration 18Q: 3 clusters Score -1.602786e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -16028456.000000 Penalty: 5753.541992
	Iteration 19Q: 3 clusters Score -1.602846e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -16029027.000000 Penalty: 5753.541992
	Iteration 20F: 3 clusters Score -1.602903e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -16029469.000000 Penalty: 5753.541992
	Iteration 21Q: 3 clusters Score -1.602947e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -16029895.000000 Penalty: 5753.541992
	Iteration 22Q: 3 clusters Score -1.60299e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -16030175.000000 Penalty: 5753.541992
	Iteration 23Q: 3 clusters Score -1.603018e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -16030528.000000 Penalty: 5753.541992
	Iteration 24Q: 3 clusters Score -1.603053e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 103326 members 
Entering Unmasked Estep 
Score: -16030779.000000 Penalty: 5753.541992
	Iteration 25Q: 3 clusters Score -1.603078e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -16030888.000000 Penalty: 5753.541992
	Iteration 26Q: 3 clusters Score -1.603089e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -16030956.000000 Penalty: 5753.541992
	Iteration 27Q: 3 clusters Score -1.603096e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -16030990.000000 Penalty: 5753.541992
	Iteration 28Q: 3 clusters Score -1.603099e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -16031075.000000 Penalty: 5753.541992
	Iteration 29Q: 3 clusters Score -1.603108e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -16031193.000000 Penalty: 5753.541992
	Iteration 30Q: 3 clusters Score -1.603119e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -16031278.000000 Penalty: 5753.541992
	Iteration 31Q: 3 clusters Score -1.603128e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -16031327.000000 Penalty: 5753.541992
	Iteration 32Q: 3 clusters Score -1.603133e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -16031381.000000 Penalty: 5753.541992
	Iteration 33Q: 3 clusters Score -1.603138e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -16031373.000000 Penalty: 5753.541992
	Iteration 34Q: 3 clusters Score -1.603137e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -16031398.000000 Penalty: 5753.541992
	Iteration 35Q: 3 clusters Score -1.60314e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -16031409.000000 Penalty: 5753.541992
	Iteration 36Q: 3 clusters Score -1.603141e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -16031391.000000 Penalty: 5753.541992
	Iteration 37Q: 3 clusters Score -1.603139e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -16031402.000000 Penalty: 5753.541992
	Iteration 38Q: 3 clusters Score -1.60314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -16031405.000000 Penalty: 5753.541992
	Iteration 39Q: 3 clusters Score -1.60314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -16031442.000000 Penalty: 5753.541992
	Iteration 40F: 3 clusters Score -1.603144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -16031459.000000 Penalty: 5753.541992
	Iteration 41Q: 3 clusters Score -1.603146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -16031461.000000 Penalty: 5753.541992
	Iteration 42Q: 3 clusters Score -1.603146e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -16031476.000000 Penalty: 5753.541992
	Iteration 43Q: 3 clusters Score -1.603148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -16031469.000000 Penalty: 5753.541992
	Iteration 44Q: 3 clusters Score -1.603147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -16031463.000000 Penalty: 5753.541992
	Iteration 45Q: 3 clusters Score -1.603146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -16031491.000000 Penalty: 5753.541992
	Iteration 46Q: 3 clusters Score -1.603149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -16031504.000000 Penalty: 5753.541992
	Iteration 47Q: 3 clusters Score -1.60315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -16031507.000000 Penalty: 5753.541992
	Iteration 48Q: 3 clusters Score -1.603151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -16031504.000000 Penalty: 5753.541992
	Iteration 49Q: 3 clusters Score -1.60315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -16031499.000000 Penalty: 5753.541992
	Iteration 50Q: 3 clusters Score -1.60315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -16031514.000000 Penalty: 5753.541992
	Iteration 51Q: 3 clusters Score -1.603151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -16031510.000000 Penalty: 5753.541992
	Iteration 52Q: 3 clusters Score -1.603151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -16031520.000000 Penalty: 5753.541992
	Iteration 53Q: 3 clusters Score -1.603152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -16031521.000000 Penalty: 5753.541992
	Iteration 54Q: 3 clusters Score -1.603152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -16031507.000000 Penalty: 5753.541992
	Iteration 55Q: 3 clusters Score -1.603151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -16031505.000000 Penalty: 5753.541992
	Iteration 56Q: 3 clusters Score -1.60315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -16031499.000000 Penalty: 5753.541992
	Iteration 57Q: 3 clusters Score -1.60315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -16031496.000000 Penalty: 5753.541992
	Iteration 58Q: 3 clusters Score -1.60315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -16031506.000000 Penalty: 5753.541992
	Iteration 59Q: 3 clusters Score -1.603151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -16031504.000000 Penalty: 5753.541992
	Iteration 60F: 3 clusters Score -1.60315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -16031494.000000 Penalty: 5753.541992
	Iteration 61Q: 3 clusters Score -1.603149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -16031497.000000 Penalty: 5753.541992
	Iteration 62Q: 3 clusters Score -1.60315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -16031498.000000 Penalty: 5753.541992
	Iteration 63Q: 3 clusters Score -1.60315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -16031490.000000 Penalty: 5753.541992
	Iteration 64Q: 3 clusters Score -1.603149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -16031497.000000 Penalty: 5753.541992
	Iteration 65Q: 3 clusters Score -1.60315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -16031490.000000 Penalty: 5753.541992
	Iteration 66Q: 3 clusters Score -1.603149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 108213 members 
Entering Unmasked Estep 
Score: -16031489.000000 Penalty: 5753.541992
	Iteration 67Q: 3 clusters Score -1.603149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -16031486.000000 Penalty: 5753.541992
	Iteration 68Q: 3 clusters Score -1.603149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -16031490.000000 Penalty: 5753.541992
	Iteration 69Q: 3 clusters Score -1.603149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -16031493.000000 Penalty: 5753.541992
	Iteration 70Q: 3 clusters Score -1.603149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -16031485.000000 Penalty: 5753.541992
	Iteration 71Q: 3 clusters Score -1.603148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -16031478.000000 Penalty: 5753.541992
	Iteration 72Q: 3 clusters Score -1.603148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -16031475.000000 Penalty: 5753.541992
	Iteration 73Q: 3 clusters Score -1.603148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -16031485.000000 Penalty: 5753.541992
	Iteration 74Q: 3 clusters Score -1.603148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 108230 members 
Entering Unmasked Estep 
Score: -16031481.000000 Penalty: 5753.541992
	Iteration 75Q: 3 clusters Score -1.603148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -16031486.000000 Penalty: 5753.541992
	Iteration 76Q: 3 clusters Score -1.603149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -16031486.000000 Penalty: 5753.541992
	Iteration 77F: 3 clusters Score -1.603149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -14606.038086 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -14606.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13635.008789 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -13635.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13685.764648 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13685.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13708.430664 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13708.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13718.314453 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13718.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13733.710938 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -13733.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13738.882812 Penalty: 2514.176514
	Iteration 5Q: 3 clusters Score -13738.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13738.882812 Penalty: 2514.176514
	Iteration 6F: 3 clusters Score -13738.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Entering Unmasked Estep 
Score: -3781310.500000 Penalty: 2519.926514
	Iteration 0F: 2 clusters Score -3781310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3763395.500000 Penalty: 5039.853027
	Iteration 0F: 3 clusters Score -3763396 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3769712.500000 Penalty: 5039.853027
	Iteration 1F: 3 clusters Score -3769712 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3770160.250000 Penalty: 5039.853027
	Iteration 2F: 3 clusters Score -3770160 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3770637.250000 Penalty: 5039.853027
	Iteration 3Q: 3 clusters Score -3770637 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3771132.750000 Penalty: 5039.853027
	Iteration 4Q: 3 clusters Score -3771133 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3771743.000000 Penalty: 5039.853027
	Iteration 5Q: 3 clusters Score -3771743 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3772544.500000 Penalty: 5039.853027
	Iteration 6F: 3 clusters Score -3772544 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3773417.750000 Penalty: 5039.853027
	Iteration 7F: 3 clusters Score -3773418 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3774440.000000 Penalty: 5039.853027
	Iteration 8F: 3 clusters Score -3774440 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3775435.250000 Penalty: 5039.853027
	Iteration 9F: 3 clusters Score -3775435 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3776238.750000 Penalty: 5039.853027
	Iteration 10Q: 3 clusters Score -3776239 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3776754.000000 Penalty: 5039.853027
	Iteration 11Q: 3 clusters Score -3776754 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3777045.750000 Penalty: 5039.853027
	Iteration 12Q: 3 clusters Score -3777046 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3777292.500000 Penalty: 5039.853027
	Iteration 13Q: 3 clusters Score -3777292 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3777528.250000 Penalty: 5039.853027
	Iteration 14Q: 3 clusters Score -3777528 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3777726.250000 Penalty: 5039.853027
	Iteration 15Q: 3 clusters Score -3777726 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3777911.000000 Penalty: 5039.853027
	Iteration 16Q: 3 clusters Score -3777911 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3778036.000000 Penalty: 5039.853027
	Iteration 17Q: 3 clusters Score -3778036 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3778146.500000 Penalty: 5039.853027
	Iteration 18Q: 3 clusters Score -3778146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3778244.750000 Penalty: 5039.853027
	Iteration 19Q: 3 clusters Score -3778245 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3778303.250000 Penalty: 5039.853027
	Iteration 20F: 3 clusters Score -3778303 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3778356.500000 Penalty: 5039.853027
	Iteration 21Q: 3 clusters Score -3778356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3778411.250000 Penalty: 5039.853027
	Iteration 22Q: 3 clusters Score -3778411 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3778452.500000 Penalty: 5039.853027
	Iteration 23Q: 3 clusters Score -3778452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3778495.750000 Penalty: 5039.853027
	Iteration 24Q: 3 clusters Score -3778496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3778506.000000 Penalty: 5039.853027
	Iteration 25Q: 3 clusters Score -3778506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3778538.500000 Penalty: 5039.853027
	Iteration 26Q: 3 clusters Score -3778538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3778561.500000 Penalty: 5039.853027
	Iteration 27Q: 3 clusters Score -3778562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3778585.250000 Penalty: 5039.853027
	Iteration 28Q: 3 clusters Score -3778585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3778605.500000 Penalty: 5039.853027
	Iteration 29Q: 3 clusters Score -3778606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3778614.500000 Penalty: 5039.853027
	Iteration 30Q: 3 clusters Score -3778614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3778630.250000 Penalty: 5039.853027
	Iteration 31Q: 3 clusters Score -3778630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3778642.750000 Penalty: 5039.853027
	Iteration 32Q: 3 clusters Score -3778643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3778653.000000 Penalty: 5039.853027
	Iteration 33Q: 3 clusters Score -3778653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3778680.000000 Penalty: 5039.853027
	Iteration 34Q: 3 clusters Score -3778680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3778694.750000 Penalty: 5039.853027
	Iteration 35Q: 3 clusters Score -3778695 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3778716.500000 Penalty: 5039.853027
	Iteration 36Q: 3 clusters Score -3778716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3778717.500000 Penalty: 5039.853027
	Iteration 37Q: 3 clusters Score -3778718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3778732.750000 Penalty: 5039.853027
	Iteration 38Q: 3 clusters Score -3778733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3778749.000000 Penalty: 5039.853027
	Iteration 39Q: 3 clusters Score -3778749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3778760.750000 Penalty: 5039.853027
	Iteration 40F: 3 clusters Score -3778761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3778775.750000 Penalty: 5039.853027
	Iteration 41Q: 3 clusters Score -3778776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3778784.250000 Penalty: 5039.853027
	Iteration 42Q: 3 clusters Score -3778784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3778798.000000 Penalty: 5039.853027
	Iteration 43Q: 3 clusters Score -3778798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3778814.750000 Penalty: 5039.853027
	Iteration 44Q: 3 clusters Score -3778815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3778822.500000 Penalty: 5039.853027
	Iteration 45Q: 3 clusters Score -3778822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3778828.000000 Penalty: 5039.853027
	Iteration 46Q: 3 clusters Score -3778828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3778842.500000 Penalty: 5039.853027
	Iteration 47Q: 3 clusters Score -3778842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3778854.250000 Penalty: 5039.853027
	Iteration 48Q: 3 clusters Score -3778854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3778856.000000 Penalty: 5039.853027
	Iteration 49Q: 3 clusters Score -3778856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3778872.000000 Penalty: 5039.853027
	Iteration 50Q: 3 clusters Score -3778872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3778883.500000 Penalty: 5039.853027
	Iteration 51Q: 3 clusters Score -3778884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3778892.750000 Penalty: 5039.853027
	Iteration 52Q: 3 clusters Score -3778893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3778904.750000 Penalty: 5039.853027
	Iteration 53Q: 3 clusters Score -3778905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3778908.500000 Penalty: 5039.853027
	Iteration 54Q: 3 clusters Score -3778908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3778905.500000 Penalty: 5039.853027
	Iteration 55Q: 3 clusters Score -3778906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3778914.250000 Penalty: 5039.853027
	Iteration 56Q: 3 clusters Score -3778914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3778925.750000 Penalty: 5039.853027
	Iteration 57Q: 3 clusters Score -3778926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3778936.500000 Penalty: 5039.853027
	Iteration 58Q: 3 clusters Score -3778936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3778944.750000 Penalty: 5039.853027
	Iteration 59Q: 3 clusters Score -3778945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3778943.000000 Penalty: 5039.853027
	Iteration 60F: 3 clusters Score -3778943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3778951.750000 Penalty: 5039.853027
	Iteration 61Q: 3 clusters Score -3778952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3778961.500000 Penalty: 5039.853027
	Iteration 62Q: 3 clusters Score -3778962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3778969.000000 Penalty: 5039.853027
	Iteration 63Q: 3 clusters Score -3778969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3778983.250000 Penalty: 5039.853027
	Iteration 64Q: 3 clusters Score -3778983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3778980.250000 Penalty: 5039.853027
	Iteration 65Q: 3 clusters Score -3778980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3778984.500000 Penalty: 5039.853027
	Iteration 66Q: 3 clusters Score -3778984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3778992.000000 Penalty: 5039.853027
	Iteration 67Q: 3 clusters Score -3778992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3779000.500000 Penalty: 5039.853027
	Iteration 68Q: 3 clusters Score -3779000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3779007.500000 Penalty: 5039.853027
	Iteration 69Q: 3 clusters Score -3779008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3779005.500000 Penalty: 5039.853027
	Iteration 70Q: 3 clusters Score -3779006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3779008.500000 Penalty: 5039.853027
	Iteration 71Q: 3 clusters Score -3779008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3779013.000000 Penalty: 5039.853027
	Iteration 72Q: 3 clusters Score -3779013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3779019.750000 Penalty: 5039.853027
	Iteration 73Q: 3 clusters Score -3779020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3779022.750000 Penalty: 5039.853027
	Iteration 74Q: 3 clusters Score -3779023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3779017.000000 Penalty: 5039.853027
	Iteration 75Q: 3 clusters Score -3779017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3779027.500000 Penalty: 5039.853027
	Iteration 76Q: 3 clusters Score -3779028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3779027.000000 Penalty: 5039.853027
	Iteration 77Q: 3 clusters Score -3779027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3779036.250000 Penalty: 5039.853027
	Iteration 78Q: 3 clusters Score -3779036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3779034.500000 Penalty: 5039.853027
	Iteration 79Q: 3 clusters Score -3779034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3779046.000000 Penalty: 5039.853027
	Iteration 80F: 3 clusters Score -3779046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3779059.250000 Penalty: 5039.853027
	Iteration 81Q: 3 clusters Score -3779059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3779069.000000 Penalty: 5039.853027
	Iteration 82Q: 3 clusters Score -3779069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3779068.750000 Penalty: 5039.853027
	Iteration 83Q: 3 clusters Score -3779069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3779066.750000 Penalty: 5039.853027
	Iteration 84Q: 3 clusters Score -3779067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3779080.500000 Penalty: 5039.853027
	Iteration 85Q: 3 clusters Score -3779080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3779077.750000 Penalty: 5039.853027
	Iteration 86Q: 3 clusters Score -3779078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3779082.000000 Penalty: 5039.853027
	Iteration 87Q: 3 clusters Score -3779082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3779085.500000 Penalty: 5039.853027
	Iteration 88Q: 3 clusters Score -3779086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3779092.500000 Penalty: 5039.853027
	Iteration 89Q: 3 clusters Score -3779092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3779091.750000 Penalty: 5039.853027
	Iteration 90Q: 3 clusters Score -3779092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3779099.000000 Penalty: 5039.853027
	Iteration 91Q: 3 clusters Score -3779099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3779090.250000 Penalty: 5039.853027
	Iteration 92Q: 3 clusters Score -3779090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3779096.000000 Penalty: 5039.853027
	Iteration 93Q: 3 clusters Score -3779096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3779096.000000 Penalty: 5039.853027
	Iteration 94Q: 3 clusters Score -3779096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3779095.500000 Penalty: 5039.853027
	Iteration 95Q: 3 clusters Score -3779096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3779100.750000 Penalty: 5039.853027
	Iteration 96Q: 3 clusters Score -3779101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3779106.250000 Penalty: 5039.853027
	Iteration 97Q: 3 clusters Score -3779106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3779103.750000 Penalty: 5039.853027
	Iteration 98Q: 3 clusters Score -3779104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3779112.500000 Penalty: 5039.853027
	Iteration 99Q: 3 clusters Score -3779112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3779116.750000 Penalty: 5039.853027
	Iteration 100F: 3 clusters Score -3779117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3779119.000000 Penalty: 5039.853027
	Iteration 101Q: 3 clusters Score -3779119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3779118.750000 Penalty: 5039.853027
	Iteration 102Q: 3 clusters Score -3779119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3779118.250000 Penalty: 5039.853027
	Iteration 103Q: 3 clusters Score -3779118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3779113.000000 Penalty: 5039.853027
	Iteration 104Q: 3 clusters Score -3779113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3779112.250000 Penalty: 5039.853027
	Iteration 105Q: 3 clusters Score -3779112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3779113.000000 Penalty: 5039.853027
	Iteration 106Q: 3 clusters Score -3779113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3779114.750000 Penalty: 5039.853027
	Iteration 107Q: 3 clusters Score -3779115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3779109.500000 Penalty: 5039.853027
	Iteration 108Q: 3 clusters Score -3779110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3779120.250000 Penalty: 5039.853027
	Iteration 109Q: 3 clusters Score -3779120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3779121.250000 Penalty: 5039.853027
	Iteration 110Q: 3 clusters Score -3779121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3779123.750000 Penalty: 5039.853027
	Iteration 111Q: 3 clusters Score -3779124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3779126.250000 Penalty: 5039.853027
	Iteration 112Q: 3 clusters Score -3779126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3779129.500000 Penalty: 5039.853027
	Iteration 113Q: 3 clusters Score -3779130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3779136.000000 Penalty: 5039.853027
	Iteration 114Q: 3 clusters Score -3779136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3779136.000000 Penalty: 5039.853027
	Iteration 115Q: 3 clusters Score -3779136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3779135.500000 Penalty: 5039.853027
	Iteration 116Q: 3 clusters Score -3779136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3779132.500000 Penalty: 5039.853027
	Iteration 117Q: 3 clusters Score -3779132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3779142.500000 Penalty: 5039.853027
	Iteration 118Q: 3 clusters Score -3779142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3779143.750000 Penalty: 5039.853027
	Iteration 119Q: 3 clusters Score -3779144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3779144.500000 Penalty: 5039.853027
	Iteration 120F: 3 clusters Score -3779144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3779142.750000 Penalty: 5039.853027
	Iteration 121Q: 3 clusters Score -3779143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3779136.250000 Penalty: 5039.853027
	Iteration 122Q: 3 clusters Score -3779136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3779139.750000 Penalty: 5039.853027
	Iteration 123Q: 3 clusters Score -3779140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3779145.000000 Penalty: 5039.853027
	Iteration 124Q: 3 clusters Score -3779145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3779145.000000 Penalty: 5039.853027
	Iteration 125Q: 3 clusters Score -3779145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3779146.000000 Penalty: 5039.853027
	Iteration 126Q: 3 clusters Score -3779146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3779150.750000 Penalty: 5039.853027
	Iteration 127Q: 3 clusters Score -3779151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3779154.000000 Penalty: 5039.853027
	Iteration 128Q: 3 clusters Score -3779154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3779149.750000 Penalty: 5039.853027
	Iteration 129Q: 3 clusters Score -3779150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3779155.000000 Penalty: 5039.853027
	Iteration 130Q: 3 clusters Score -3779155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3779150.000000 Penalty: 5039.853027
	Iteration 131Q: 3 clusters Score -3779150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3779151.250000 Penalty: 5039.853027
	Iteration 132Q: 3 clusters Score -3779151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3779151.250000 Penalty: 5039.853027
	Iteration 133F: 3 clusters Score -3779151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -78626.773438 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -78626.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77031.062500 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -77031.06 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77338.093750 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -77338.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77517.039062 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -77517.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77663.609375 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -77663.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77722.015625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -77722.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77799.023438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -77799.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77899.929688 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -77899.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77979.750000 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -77979.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78049.875000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -78049.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78093.437500 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -78093.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78116.375000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -78116.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78136.320312 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -78136.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78170.765625 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -78170.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78217.046875 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -78217.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78273.257812 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -78273.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78383.679688 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -78383.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78531.382812 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -78531.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78566.421875 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -78566.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78573.414062 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -78573.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78580.898438 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -78580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78601.195312 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -78601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78639.015625 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -78639.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78721.593750 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -78721.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78829.234375 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -78829.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78867.250000 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -78867.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78870.304688 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -78870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78872.140625 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -78872.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78872.140625 Penalty: 3193.125000
	Iteration 27F: 3 clusters Score -78872.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59859 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 322 members 
Entering Unmasked Estep 
Score: -128953568.000000 Penalty: 119056.312500
Splitting cluster 21 changes total score from -128955104.000000 to -128953568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Entering Unmasked Estep 
Score: -5455636.500000 Penalty: 2615.348877
	Iteration 0F: 2 clusters Score -5455636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5429844.000000 Penalty: 5230.697754
	Iteration 0F: 3 clusters Score -5429844 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5439365.500000 Penalty: 5230.697754
	Iteration 1F: 3 clusters Score -5439366 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5440046.000000 Penalty: 5230.697754
	Iteration 2Q: 3 clusters Score -5440046 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5440854.000000 Penalty: 5230.697754
	Iteration 3Q: 3 clusters Score -5440854 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -5441932.500000 Penalty: 5230.697754
	Iteration 4F: 3 clusters Score -5441932 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5443306.000000 Penalty: 5230.697754
	Iteration 5F: 3 clusters Score -5443306 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5444868.500000 Penalty: 5230.697754
	Iteration 6F: 3 clusters Score -5444868 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -5446613.000000 Penalty: 5230.697754
	Iteration 7F: 3 clusters Score -5446613 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5448380.500000 Penalty: 5230.697754
	Iteration 8F: 3 clusters Score -5448380 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5449867.000000 Penalty: 5230.697754
	Iteration 9Q: 3 clusters Score -5449867 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -5450981.500000 Penalty: 5230.697754
	Iteration 10Q: 3 clusters Score -5450982 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -5451815.500000 Penalty: 5230.697754
	Iteration 11Q: 3 clusters Score -5451816 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5452396.500000 Penalty: 5230.697754
	Iteration 12Q: 3 clusters Score -5452396 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5452717.000000 Penalty: 5230.697754
	Iteration 13Q: 3 clusters Score -5452717 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -5452885.500000 Penalty: 5230.697754
	Iteration 14Q: 3 clusters Score -5452886 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5453032.000000 Penalty: 5230.697754
	Iteration 15Q: 3 clusters Score -5453032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5453112.000000 Penalty: 5230.697754
	Iteration 16Q: 3 clusters Score -5453112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5453190.000000 Penalty: 5230.697754
	Iteration 17Q: 3 clusters Score -5453190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5453255.500000 Penalty: 5230.697754
	Iteration 18Q: 3 clusters Score -5453256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5453295.000000 Penalty: 5230.697754
	Iteration 19Q: 3 clusters Score -5453295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5453312.000000 Penalty: 5230.697754
	Iteration 20F: 3 clusters Score -5453312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5453334.000000 Penalty: 5230.697754
	Iteration 21Q: 3 clusters Score -5453334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5453372.500000 Penalty: 5230.697754
	Iteration 22Q: 3 clusters Score -5453372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5453401.000000 Penalty: 5230.697754
	Iteration 23Q: 3 clusters Score -5453401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5453406.000000 Penalty: 5230.697754
	Iteration 24Q: 3 clusters Score -5453406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5453408.500000 Penalty: 5230.697754
	Iteration 25Q: 3 clusters Score -5453408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -5453436.500000 Penalty: 5230.697754
	Iteration 26Q: 3 clusters Score -5453436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5453438.000000 Penalty: 5230.697754
	Iteration 27Q: 3 clusters Score -5453438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5453429.000000 Penalty: 5230.697754
	Iteration 28Q: 3 clusters Score -5453429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5453442.000000 Penalty: 5230.697754
	Iteration 29Q: 3 clusters Score -5453442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -5453447.500000 Penalty: 5230.697754
	Iteration 30Q: 3 clusters Score -5453448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5453456.000000 Penalty: 5230.697754
	Iteration 31Q: 3 clusters Score -5453456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5453457.000000 Penalty: 5230.697754
	Iteration 32Q: 3 clusters Score -5453457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5453462.500000 Penalty: 5230.697754
	Iteration 33Q: 3 clusters Score -5453462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -5453464.000000 Penalty: 5230.697754
	Iteration 34Q: 3 clusters Score -5453464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5453471.000000 Penalty: 5230.697754
	Iteration 35Q: 3 clusters Score -5453471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5453469.500000 Penalty: 5230.697754
	Iteration 36Q: 3 clusters Score -5453470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5453469.500000 Penalty: 5230.697754
	Iteration 37F: 3 clusters Score -5453470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Entering Unmasked Estep 
Score: -5775941.000000 Penalty: 2629.375000
	Iteration 0F: 2 clusters Score -5775941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5748579.000000 Penalty: 5258.750000
	Iteration 0F: 3 clusters Score -5748579 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5758451.000000 Penalty: 5258.750000
	Iteration 1F: 3 clusters Score -5758451 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5758839.500000 Penalty: 5258.750000
	Iteration 2Q: 3 clusters Score -5758840 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5759194.500000 Penalty: 5258.750000
	Iteration 3Q: 3 clusters Score -5759194 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5759454.500000 Penalty: 5258.750000
	Iteration 4Q: 3 clusters Score -5759454 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -5759757.000000 Penalty: 5258.750000
	Iteration 5Q: 3 clusters Score -5759757 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5760048.000000 Penalty: 5258.750000
	Iteration 6Q: 3 clusters Score -5760048 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5760404.000000 Penalty: 5258.750000
	Iteration 7Q: 3 clusters Score -5760404 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5760882.500000 Penalty: 5258.750000
	Iteration 8Q: 3 clusters Score -5760882 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -5761626.500000 Penalty: 5258.750000
	Iteration 9Q: 3 clusters Score -5761626 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5762693.000000 Penalty: 5258.750000
	Iteration 10Q: 3 clusters Score -5762693 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5764198.000000 Penalty: 5258.750000
	Iteration 11F: 3 clusters Score -5764198 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -5766012.000000 Penalty: 5258.750000
	Iteration 12F: 3 clusters Score -5766012 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -5768134.000000 Penalty: 5258.750000
	Iteration 13F: 3 clusters Score -5768134 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5769827.000000 Penalty: 5258.750000
	Iteration 14F: 3 clusters Score -5769827 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5771096.500000 Penalty: 5258.750000
	Iteration 15Q: 3 clusters Score -5771096 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5772003.500000 Penalty: 5258.750000
	Iteration 16Q: 3 clusters Score -5772004 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5772611.500000 Penalty: 5258.750000
	Iteration 17Q: 3 clusters Score -5772612 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5772985.000000 Penalty: 5258.750000
	Iteration 18Q: 3 clusters Score -5772985 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5773232.500000 Penalty: 5258.750000
	Iteration 19Q: 3 clusters Score -5773232 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5773385.500000 Penalty: 5258.750000
	Iteration 20F: 3 clusters Score -5773386 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5773502.000000 Penalty: 5258.750000
	Iteration 21Q: 3 clusters Score -5773502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5773568.500000 Penalty: 5258.750000
	Iteration 22Q: 3 clusters Score -5773568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5773605.000000 Penalty: 5258.750000
	Iteration 23Q: 3 clusters Score -5773605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5773643.000000 Penalty: 5258.750000
	Iteration 24Q: 3 clusters Score -5773643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5773671.500000 Penalty: 5258.750000
	Iteration 25Q: 3 clusters Score -5773672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5773679.000000 Penalty: 5258.750000
	Iteration 26Q: 3 clusters Score -5773679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5773688.000000 Penalty: 5258.750000
	Iteration 27Q: 3 clusters Score -5773688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5773704.500000 Penalty: 5258.750000
	Iteration 28Q: 3 clusters Score -5773704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5773708.000000 Penalty: 5258.750000
	Iteration 29Q: 3 clusters Score -5773708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5773708.000000 Penalty: 5258.750000
	Iteration 30Q: 3 clusters Score -5773708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5773724.500000 Penalty: 5258.750000
	Iteration 31Q: 3 clusters Score -5773724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5773730.000000 Penalty: 5258.750000
	Iteration 32Q: 3 clusters Score -5773730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5773734.500000 Penalty: 5258.750000
	Iteration 33Q: 3 clusters Score -5773734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5773729.500000 Penalty: 5258.750000
	Iteration 34Q: 3 clusters Score -5773730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5773733.000000 Penalty: 5258.750000
	Iteration 35Q: 3 clusters Score -5773733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5773733.500000 Penalty: 5258.750000
	Iteration 36Q: 3 clusters Score -5773734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5773741.500000 Penalty: 5258.750000
	Iteration 37Q: 3 clusters Score -5773742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5773740.000000 Penalty: 5258.750000
	Iteration 38Q: 3 clusters Score -5773740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5773739.000000 Penalty: 5258.750000
	Iteration 39Q: 3 clusters Score -5773739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5773743.000000 Penalty: 5258.750000
	Iteration 40F: 3 clusters Score -5773743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5773742.000000 Penalty: 5258.750000
	Iteration 41Q: 3 clusters Score -5773742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5773750.000000 Penalty: 5258.750000
	Iteration 42Q: 3 clusters Score -5773750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5773756.500000 Penalty: 5258.750000
	Iteration 43Q: 3 clusters Score -5773756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5773756.500000 Penalty: 5258.750000
	Iteration 44Q: 3 clusters Score -5773756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5773765.500000 Penalty: 5258.750000
	Iteration 45Q: 3 clusters Score -5773766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5773767.500000 Penalty: 5258.750000
	Iteration 46Q: 3 clusters Score -5773768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5773771.000000 Penalty: 5258.750000
	Iteration 47Q: 3 clusters Score -5773771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5773777.500000 Penalty: 5258.750000
	Iteration 48Q: 3 clusters Score -5773778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5773778.500000 Penalty: 5258.750000
	Iteration 49Q: 3 clusters Score -5773778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5773779.500000 Penalty: 5258.750000
	Iteration 50Q: 3 clusters Score -5773780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5773779.500000 Penalty: 5258.750000
	Iteration 51F: 3 clusters Score -5773780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Entering Unmasked Estep 
Score: -5544070.000000 Penalty: 2626.485352
	Iteration 0F: 2 clusters Score -5544070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5517198.500000 Penalty: 5252.970703
	Iteration 0F: 3 clusters Score -5517198 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5527481.500000 Penalty: 5252.970703
	Iteration 1F: 3 clusters Score -5527482 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5528235.000000 Penalty: 5252.970703
	Iteration 2Q: 3 clusters Score -5528235 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5529108.500000 Penalty: 5252.970703
	Iteration 3Q: 3 clusters Score -5529108 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5530035.000000 Penalty: 5252.970703
	Iteration 4Q: 3 clusters Score -5530035 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5530943.500000 Penalty: 5252.970703
	Iteration 5F: 3 clusters Score -5530944 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5531681.500000 Penalty: 5252.970703
	Iteration 6Q: 3 clusters Score -5531682 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -5532343.000000 Penalty: 5252.970703
	Iteration 7Q: 3 clusters Score -5532343 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5532981.000000 Penalty: 5252.970703
	Iteration 8Q: 3 clusters Score -5532981 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5533609.000000 Penalty: 5252.970703
	Iteration 9Q: 3 clusters Score -5533609 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -5534143.500000 Penalty: 5252.970703
	Iteration 10Q: 3 clusters Score -5534144 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5534658.500000 Penalty: 5252.970703
	Iteration 11Q: 3 clusters Score -5534658 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5535146.000000 Penalty: 5252.970703
	Iteration 12Q: 3 clusters Score -5535146 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5535603.500000 Penalty: 5252.970703
	Iteration 13Q: 3 clusters Score -5535604 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5536013.000000 Penalty: 5252.970703
	Iteration 14Q: 3 clusters Score -5536013 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -5536327.500000 Penalty: 5252.970703
	Iteration 15Q: 3 clusters Score -5536328 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5536504.000000 Penalty: 5252.970703
	Iteration 16Q: 3 clusters Score -5536504 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5536631.000000 Penalty: 5252.970703
	Iteration 17Q: 3 clusters Score -5536631 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5536713.500000 Penalty: 5252.970703
	Iteration 18Q: 3 clusters Score -5536714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -5536788.000000 Penalty: 5252.970703
	Iteration 19Q: 3 clusters Score -5536788 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5536851.500000 Penalty: 5252.970703
	Iteration 20F: 3 clusters Score -5536852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5536891.500000 Penalty: 5252.970703
	Iteration 21Q: 3 clusters Score -5536892 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -5536916.000000 Penalty: 5252.970703
	Iteration 22Q: 3 clusters Score -5536916 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -5536940.000000 Penalty: 5252.970703
	Iteration 23Q: 3 clusters Score -5536940 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5536969.500000 Penalty: 5252.970703
	Iteration 24Q: 3 clusters Score -5536970 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5536983.000000 Penalty: 5252.970703
	Iteration 25Q: 3 clusters Score -5536983 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5537019.500000 Penalty: 5252.970703
	Iteration 26Q: 3 clusters Score -5537020 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5537049.000000 Penalty: 5252.970703
	Iteration 27Q: 3 clusters Score -5537049 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5537064.500000 Penalty: 5252.970703
	Iteration 28Q: 3 clusters Score -5537064 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5537101.500000 Penalty: 5252.970703
	Iteration 29Q: 3 clusters Score -5537102 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5537144.500000 Penalty: 5252.970703
	Iteration 30Q: 3 clusters Score -5537144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5537201.000000 Penalty: 5252.970703
	Iteration 31Q: 3 clusters Score -5537201 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5537268.500000 Penalty: 5252.970703
	Iteration 32Q: 3 clusters Score -5537268 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5537342.000000 Penalty: 5252.970703
	Iteration 33Q: 3 clusters Score -5537342 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5537405.000000 Penalty: 5252.970703
	Iteration 34Q: 3 clusters Score -5537405 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5537491.500000 Penalty: 5252.970703
	Iteration 35Q: 3 clusters Score -5537492 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5537573.000000 Penalty: 5252.970703
	Iteration 36Q: 3 clusters Score -5537573 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5537629.500000 Penalty: 5252.970703
	Iteration 37Q: 3 clusters Score -5537630 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5537687.000000 Penalty: 5252.970703
	Iteration 38Q: 3 clusters Score -5537687 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -5537788.500000 Penalty: 5252.970703
	Iteration 39Q: 3 clusters Score -5537788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -5537878.000000 Penalty: 5252.970703
	Iteration 40F: 3 clusters Score -5537878 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5537982.000000 Penalty: 5252.970703
	Iteration 41Q: 3 clusters Score -5537982 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -5538113.000000 Penalty: 5252.970703
	Iteration 42Q: 3 clusters Score -5538113 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -5538252.500000 Penalty: 5252.970703
	Iteration 43Q: 3 clusters Score -5538252 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5538417.500000 Penalty: 5252.970703
	Iteration 44Q: 3 clusters Score -5538418 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5538598.500000 Penalty: 5252.970703
	Iteration 45Q: 3 clusters Score -5538598 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5538759.000000 Penalty: 5252.970703
	Iteration 46Q: 3 clusters Score -5538759 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5538899.000000 Penalty: 5252.970703
	Iteration 47Q: 3 clusters Score -5538899 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5539120.500000 Penalty: 5252.970703
	Iteration 48Q: 3 clusters Score -5539120 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -5539381.000000 Penalty: 5252.970703
	Iteration 49Q: 3 clusters Score -5539381 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5539619.000000 Penalty: 5252.970703
	Iteration 50Q: 3 clusters Score -5539619 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5539851.500000 Penalty: 5252.970703
	Iteration 51Q: 3 clusters Score -5539852 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5540093.000000 Penalty: 5252.970703
	Iteration 52Q: 3 clusters Score -5540093 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5540290.500000 Penalty: 5252.970703
	Iteration 53Q: 3 clusters Score -5540290 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5540505.500000 Penalty: 5252.970703
	Iteration 54Q: 3 clusters Score -5540506 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5540716.500000 Penalty: 5252.970703
	Iteration 55Q: 3 clusters Score -5540716 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5540898.500000 Penalty: 5252.970703
	Iteration 56Q: 3 clusters Score -5540898 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5541052.500000 Penalty: 5252.970703
	Iteration 57Q: 3 clusters Score -5541052 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5541217.500000 Penalty: 5252.970703
	Iteration 58Q: 3 clusters Score -5541218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5541381.000000 Penalty: 5252.970703
	Iteration 59Q: 3 clusters Score -5541381 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5541514.500000 Penalty: 5252.970703
	Iteration 60F: 3 clusters Score -5541514 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5541637.500000 Penalty: 5252.970703
	Iteration 61Q: 3 clusters Score -5541638 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5541772.500000 Penalty: 5252.970703
	Iteration 62Q: 3 clusters Score -5541772 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5541901.500000 Penalty: 5252.970703
	Iteration 63Q: 3 clusters Score -5541902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5542042.000000 Penalty: 5252.970703
	Iteration 64Q: 3 clusters Score -5542042 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5542151.000000 Penalty: 5252.970703
	Iteration 65Q: 3 clusters Score -5542151 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5542250.500000 Penalty: 5252.970703
	Iteration 66Q: 3 clusters Score -5542250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5542322.500000 Penalty: 5252.970703
	Iteration 67Q: 3 clusters Score -5542322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5542396.500000 Penalty: 5252.970703
	Iteration 68Q: 3 clusters Score -5542396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5542438.000000 Penalty: 5252.970703
	Iteration 69Q: 3 clusters Score -5542438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5542494.000000 Penalty: 5252.970703
	Iteration 70Q: 3 clusters Score -5542494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5542519.000000 Penalty: 5252.970703
	Iteration 71Q: 3 clusters Score -5542519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5542538.500000 Penalty: 5252.970703
	Iteration 72Q: 3 clusters Score -5542538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5542549.000000 Penalty: 5252.970703
	Iteration 73Q: 3 clusters Score -5542549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5542544.000000 Penalty: 5252.970703
	Iteration 74Q: 3 clusters Score -5542544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5542557.000000 Penalty: 5252.970703
	Iteration 75Q: 3 clusters Score -5542557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5542558.000000 Penalty: 5252.970703
	Iteration 76Q: 3 clusters Score -5542558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5542567.500000 Penalty: 5252.970703
	Iteration 77Q: 3 clusters Score -5542568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5542580.500000 Penalty: 5252.970703
	Iteration 78Q: 3 clusters Score -5542580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5542581.000000 Penalty: 5252.970703
	Iteration 79Q: 3 clusters Score -5542581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5542595.000000 Penalty: 5252.970703
	Iteration 80F: 3 clusters Score -5542595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5542590.000000 Penalty: 5252.970703
	Iteration 81Q: 3 clusters Score -5542590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5542592.000000 Penalty: 5252.970703
	Iteration 82Q: 3 clusters Score -5542592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5542605.000000 Penalty: 5252.970703
	Iteration 83Q: 3 clusters Score -5542605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5542608.500000 Penalty: 5252.970703
	Iteration 84Q: 3 clusters Score -5542608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5542614.000000 Penalty: 5252.970703
	Iteration 85Q: 3 clusters Score -5542614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5542621.500000 Penalty: 5252.970703
	Iteration 86Q: 3 clusters Score -5542622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5542634.000000 Penalty: 5252.970703
	Iteration 87Q: 3 clusters Score -5542634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5542642.000000 Penalty: 5252.970703
	Iteration 88Q: 3 clusters Score -5542642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5542642.500000 Penalty: 5252.970703
	Iteration 89Q: 3 clusters Score -5542642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5542641.000000 Penalty: 5252.970703
	Iteration 90Q: 3 clusters Score -5542641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5542641.000000 Penalty: 5252.970703
	Iteration 91F: 3 clusters Score -5542641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Entering Unmasked Estep 
Score: -2865261.500000 Penalty: 2447.280762
	Iteration 0F: 2 clusters Score -2865262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2851527.000000 Penalty: 4894.561523
	Iteration 0F: 3 clusters Score -2851527 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2856067.250000 Penalty: 4894.561523
	Iteration 1F: 3 clusters Score -2856067 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2856427.000000 Penalty: 4894.561523
	Iteration 2F: 3 clusters Score -2856427 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2856729.250000 Penalty: 4894.561523
	Iteration 3Q: 3 clusters Score -2856729 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2856971.250000 Penalty: 4894.561523
	Iteration 4Q: 3 clusters Score -2856971 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2857226.000000 Penalty: 4894.561523
	Iteration 5Q: 3 clusters Score -2857226 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2857455.250000 Penalty: 4894.561523
	Iteration 6Q: 3 clusters Score -2857455 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2857708.500000 Penalty: 4894.561523
	Iteration 7Q: 3 clusters Score -2857708 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2858005.000000 Penalty: 4894.561523
	Iteration 8Q: 3 clusters Score -2858005 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2858363.750000 Penalty: 4894.561523
	Iteration 9Q: 3 clusters Score -2858364 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2858828.250000 Penalty: 4894.561523
	Iteration 10Q: 3 clusters Score -2858828 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2859353.250000 Penalty: 4894.561523
	Iteration 11Q: 3 clusters Score -2859353 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2859999.500000 Penalty: 4894.561523
	Iteration 12Q: 3 clusters Score -2860000 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2860664.250000 Penalty: 4894.561523
	Iteration 13Q: 3 clusters Score -2860664 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2861214.000000 Penalty: 4894.561523
	Iteration 14Q: 3 clusters Score -2861214 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2861547.000000 Penalty: 4894.561523
	Iteration 15Q: 3 clusters Score -2861547 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2861720.750000 Penalty: 4894.561523
	Iteration 16Q: 3 clusters Score -2861721 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2861829.750000 Penalty: 4894.561523
	Iteration 17Q: 3 clusters Score -2861830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2861909.750000 Penalty: 4894.561523
	Iteration 18Q: 3 clusters Score -2861910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2861975.250000 Penalty: 4894.561523
	Iteration 19Q: 3 clusters Score -2861975 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2862048.250000 Penalty: 4894.561523
	Iteration 20F: 3 clusters Score -2862048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2862110.250000 Penalty: 4894.561523
	Iteration 21Q: 3 clusters Score -2862110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2862164.000000 Penalty: 4894.561523
	Iteration 22Q: 3 clusters Score -2862164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2862186.000000 Penalty: 4894.561523
	Iteration 23Q: 3 clusters Score -2862186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2862203.750000 Penalty: 4894.561523
	Iteration 24Q: 3 clusters Score -2862204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2862228.250000 Penalty: 4894.561523
	Iteration 25Q: 3 clusters Score -2862228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2862240.250000 Penalty: 4894.561523
	Iteration 26Q: 3 clusters Score -2862240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2862251.000000 Penalty: 4894.561523
	Iteration 27Q: 3 clusters Score -2862251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2862264.500000 Penalty: 4894.561523
	Iteration 28Q: 3 clusters Score -2862264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2862282.500000 Penalty: 4894.561523
	Iteration 29Q: 3 clusters Score -2862282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2862302.500000 Penalty: 4894.561523
	Iteration 30Q: 3 clusters Score -2862302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2862327.500000 Penalty: 4894.561523
	Iteration 31Q: 3 clusters Score -2862328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2862343.750000 Penalty: 4894.561523
	Iteration 32Q: 3 clusters Score -2862344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2862367.000000 Penalty: 4894.561523
	Iteration 33Q: 3 clusters Score -2862367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2862363.000000 Penalty: 4894.561523
	Iteration 34Q: 3 clusters Score -2862363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2862373.500000 Penalty: 4894.561523
	Iteration 35Q: 3 clusters Score -2862374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2862385.500000 Penalty: 4894.561523
	Iteration 36Q: 3 clusters Score -2862386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2862394.250000 Penalty: 4894.561523
	Iteration 37Q: 3 clusters Score -2862394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2862398.000000 Penalty: 4894.561523
	Iteration 38Q: 3 clusters Score -2862398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2862404.500000 Penalty: 4894.561523
	Iteration 39Q: 3 clusters Score -2862404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2862422.500000 Penalty: 4894.561523
	Iteration 40F: 3 clusters Score -2862422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2862437.000000 Penalty: 4894.561523
	Iteration 41Q: 3 clusters Score -2862437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2862440.250000 Penalty: 4894.561523
	Iteration 42Q: 3 clusters Score -2862440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2862460.250000 Penalty: 4894.561523
	Iteration 43Q: 3 clusters Score -2862460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2862465.750000 Penalty: 4894.561523
	Iteration 44Q: 3 clusters Score -2862466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2862474.750000 Penalty: 4894.561523
	Iteration 45Q: 3 clusters Score -2862475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2862484.750000 Penalty: 4894.561523
	Iteration 46Q: 3 clusters Score -2862485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2862491.000000 Penalty: 4894.561523
	Iteration 47Q: 3 clusters Score -2862491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2862501.250000 Penalty: 4894.561523
	Iteration 48Q: 3 clusters Score -2862501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2862521.000000 Penalty: 4894.561523
	Iteration 49Q: 3 clusters Score -2862521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2862538.250000 Penalty: 4894.561523
	Iteration 50Q: 3 clusters Score -2862538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2862539.000000 Penalty: 4894.561523
	Iteration 51Q: 3 clusters Score -2862539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2862548.750000 Penalty: 4894.561523
	Iteration 52Q: 3 clusters Score -2862549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2862555.000000 Penalty: 4894.561523
	Iteration 53Q: 3 clusters Score -2862555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2862575.000000 Penalty: 4894.561523
	Iteration 54Q: 3 clusters Score -2862575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2862584.500000 Penalty: 4894.561523
	Iteration 55Q: 3 clusters Score -2862584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2862593.500000 Penalty: 4894.561523
	Iteration 56Q: 3 clusters Score -2862594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2862593.250000 Penalty: 4894.561523
	Iteration 57Q: 3 clusters Score -2862593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2862603.000000 Penalty: 4894.561523
	Iteration 58Q: 3 clusters Score -2862603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2862611.750000 Penalty: 4894.561523
	Iteration 59Q: 3 clusters Score -2862612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2862623.750000 Penalty: 4894.561523
	Iteration 60F: 3 clusters Score -2862624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2862636.500000 Penalty: 4894.561523
	Iteration 61Q: 3 clusters Score -2862636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2862635.250000 Penalty: 4894.561523
	Iteration 62Q: 3 clusters Score -2862635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2862650.500000 Penalty: 4894.561523
	Iteration 63Q: 3 clusters Score -2862650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2862670.000000 Penalty: 4894.561523
	Iteration 64Q: 3 clusters Score -2862670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2862682.750000 Penalty: 4894.561523
	Iteration 65Q: 3 clusters Score -2862683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2862705.750000 Penalty: 4894.561523
	Iteration 66Q: 3 clusters Score -2862706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2862727.000000 Penalty: 4894.561523
	Iteration 67Q: 3 clusters Score -2862727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2862733.500000 Penalty: 4894.561523
	Iteration 68Q: 3 clusters Score -2862734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2862748.250000 Penalty: 4894.561523
	Iteration 69Q: 3 clusters Score -2862748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2862766.250000 Penalty: 4894.561523
	Iteration 70Q: 3 clusters Score -2862766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2862774.000000 Penalty: 4894.561523
	Iteration 71Q: 3 clusters Score -2862774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2862777.500000 Penalty: 4894.561523
	Iteration 72Q: 3 clusters Score -2862778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2862787.250000 Penalty: 4894.561523
	Iteration 73Q: 3 clusters Score -2862787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2862799.500000 Penalty: 4894.561523
	Iteration 74Q: 3 clusters Score -2862800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2862816.000000 Penalty: 4894.561523
	Iteration 75Q: 3 clusters Score -2862816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2862827.250000 Penalty: 4894.561523
	Iteration 76Q: 3 clusters Score -2862827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2862843.000000 Penalty: 4894.561523
	Iteration 77Q: 3 clusters Score -2862843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2862873.250000 Penalty: 4894.561523
	Iteration 78Q: 3 clusters Score -2862873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2862881.750000 Penalty: 4894.561523
	Iteration 79Q: 3 clusters Score -2862882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2862894.750000 Penalty: 4894.561523
	Iteration 80F: 3 clusters Score -2862895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2862927.750000 Penalty: 4894.561523
	Iteration 81Q: 3 clusters Score -2862928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2862949.000000 Penalty: 4894.561523
	Iteration 82Q: 3 clusters Score -2862949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2862960.000000 Penalty: 4894.561523
	Iteration 83Q: 3 clusters Score -2862960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2862992.500000 Penalty: 4894.561523
	Iteration 84Q: 3 clusters Score -2862992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2863013.500000 Penalty: 4894.561523
	Iteration 85Q: 3 clusters Score -2863014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2863028.750000 Penalty: 4894.561523
	Iteration 86Q: 3 clusters Score -2863029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2863044.500000 Penalty: 4894.561523
	Iteration 87Q: 3 clusters Score -2863044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2863056.250000 Penalty: 4894.561523
	Iteration 88Q: 3 clusters Score -2863056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2863061.500000 Penalty: 4894.561523
	Iteration 89Q: 3 clusters Score -2863062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2863068.500000 Penalty: 4894.561523
	Iteration 90Q: 3 clusters Score -2863068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2863075.500000 Penalty: 4894.561523
	Iteration 91Q: 3 clusters Score -2863076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2863082.750000 Penalty: 4894.561523
	Iteration 92Q: 3 clusters Score -2863083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2863091.000000 Penalty: 4894.561523
	Iteration 93Q: 3 clusters Score -2863091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2863092.000000 Penalty: 4894.561523
	Iteration 94Q: 3 clusters Score -2863092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2863092.500000 Penalty: 4894.561523
	Iteration 95Q: 3 clusters Score -2863092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2863104.000000 Penalty: 4894.561523
	Iteration 96Q: 3 clusters Score -2863104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2863103.250000 Penalty: 4894.561523
	Iteration 97Q: 3 clusters Score -2863103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2863102.750000 Penalty: 4894.561523
	Iteration 98Q: 3 clusters Score -2863103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2863102.750000 Penalty: 4894.561523
	Iteration 99Q: 3 clusters Score -2863103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2863105.000000 Penalty: 4894.561523
	Iteration 100F: 3 clusters Score -2863105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2863107.750000 Penalty: 4894.561523
	Iteration 101Q: 3 clusters Score -2863108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2863112.500000 Penalty: 4894.561523
	Iteration 102Q: 3 clusters Score -2863112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2863112.000000 Penalty: 4894.561523
	Iteration 103Q: 3 clusters Score -2863112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2863120.250000 Penalty: 4894.561523
	Iteration 104Q: 3 clusters Score -2863120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2863123.250000 Penalty: 4894.561523
	Iteration 105Q: 3 clusters Score -2863123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2863128.250000 Penalty: 4894.561523
	Iteration 106Q: 3 clusters Score -2863128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2863133.500000 Penalty: 4894.561523
	Iteration 107Q: 3 clusters Score -2863134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2863132.250000 Penalty: 4894.561523
	Iteration 108Q: 3 clusters Score -2863132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2863142.000000 Penalty: 4894.561523
	Iteration 109Q: 3 clusters Score -2863142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2863154.500000 Penalty: 4894.561523
	Iteration 110Q: 3 clusters Score -2863154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2863154.250000 Penalty: 4894.561523
	Iteration 111Q: 3 clusters Score -2863154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2863155.250000 Penalty: 4894.561523
	Iteration 112Q: 3 clusters Score -2863155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2863155.500000 Penalty: 4894.561523
	Iteration 113Q: 3 clusters Score -2863156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2863156.500000 Penalty: 4894.561523
	Iteration 114Q: 3 clusters Score -2863156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2863160.250000 Penalty: 4894.561523
	Iteration 115Q: 3 clusters Score -2863160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2863164.750000 Penalty: 4894.561523
	Iteration 116Q: 3 clusters Score -2863165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2863165.000000 Penalty: 4894.561523
	Iteration 117Q: 3 clusters Score -2863165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2863165.750000 Penalty: 4894.561523
	Iteration 118Q: 3 clusters Score -2863166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2863165.750000 Penalty: 4894.561523
	Iteration 119F: 3 clusters Score -2863166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -81179.320312 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -81179.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79566.875000 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -79566.88 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79814.929688 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -79814.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79907.593750 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -79907.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79998.828125 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -79998.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80049.500000 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -80049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80095.054688 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -80095.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80170.289062 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -80170.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80273.804688 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -80273.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80390.015625 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -80390.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80449.062500 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -80449.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80529.562500 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -80529.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80592.726562 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -80592.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -80657.734375 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -80657.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -80705.742188 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -80705.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -80742.531250 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -80742.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80766.304688 Penalty: 3186.735107
	Iteration 15Q: 3 clusters Score -80766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80784.843750 Penalty: 3186.735107
	Iteration 16Q: 3 clusters Score -80784.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80802.468750 Penalty: 3186.735107
	Iteration 17Q: 3 clusters Score -80802.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80825.671875 Penalty: 3186.735107
	Iteration 18Q: 3 clusters Score -80825.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80839.906250 Penalty: 3186.735107
	Iteration 19Q: 3 clusters Score -80839.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80863.195312 Penalty: 3186.735107
	Iteration 20F: 3 clusters Score -80863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80891.054688 Penalty: 3186.735107
	Iteration 21Q: 3 clusters Score -80891.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80924.781250 Penalty: 3186.735107
	Iteration 22Q: 3 clusters Score -80924.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80947.289062 Penalty: 3186.735107
	Iteration 23Q: 3 clusters Score -80947.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80984.585938 Penalty: 3186.735107
	Iteration 24Q: 3 clusters Score -80984.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -81035.929688 Penalty: 3186.735107
	Iteration 25Q: 3 clusters Score -81035.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81162.320312 Penalty: 3186.735107
	Iteration 26Q: 3 clusters Score -81162.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81203.046875 Penalty: 3186.735107
	Iteration 27Q: 3 clusters Score -81203.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81228.945312 Penalty: 3186.735107
	Iteration 28Q: 3 clusters Score -81228.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81242.953125 Penalty: 3186.735107
	Iteration 29Q: 3 clusters Score -81242.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81266.078125 Penalty: 3186.735107
	Iteration 30Q: 3 clusters Score -81266.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81280.320312 Penalty: 3186.735107
	Iteration 31Q: 3 clusters Score -81280.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81280.320312 Penalty: 3186.735107
	Iteration 32F: 3 clusters Score -81280.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209959 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17471 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 120768 members 
Mstep: Class 16 contains 27629 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 109085 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 7453 members 
Mstep: Class 33 contains 59859 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 288 members 
Entering Unmasked Estep 
Score: -128953392.000000 Penalty: 119056.312500
Splitting cluster 26 changes total score from -128955104.000000 to -128953392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -834393.500000 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -834393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -829433.750000 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -829433.8 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -830594.312500 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -830594.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -830833.312500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -830833.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -830966.875000 Penalty: 4295.657715
	Iteration 3F: 3 clusters Score -830966.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -831048.500000 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -831048.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -831100.562500 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -831100.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -831145.875000 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -831145.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -831192.625000 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -831192.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -831224.375000 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -831224.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -831252.687500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -831252.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -831278.562500 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -831278.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -831300.375000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -831300.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -831321.625000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -831321.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -831337.750000 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -831337.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -831354.937500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -831354.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -831373.562500 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -831373.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -831388.187500 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -831388.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -831399.750000 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -831399.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -831412.000000 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -831412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -831424.500000 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -831424.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -831437.250000 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -831437.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -831454.750000 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -831454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -831467.625000 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -831467.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -831482.437500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -831482.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -831494.375000 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -831494.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -831511.000000 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -831511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -831530.875000 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -831530.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -831553.500000 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -831553.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -831574.562500 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -831574.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -831604.125000 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -831604.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -831633.875000 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -831633.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -831675.875000 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -831675.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -831725.625000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -831725.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -831778.187500 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -831778.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -831829.937500 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -831829.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -831889.687500 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -831889.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -831955.375000 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -831955.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -832026.750000 Penalty: 4295.657715
	Iteration 37Q: 3 clusters Score -832026.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -832094.312500 Penalty: 4295.657715
	Iteration 38Q: 3 clusters Score -832094.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -832166.062500 Penalty: 4295.657715
	Iteration 39Q: 3 clusters Score -832166.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -832252.187500 Penalty: 4295.657715
	Iteration 40F: 3 clusters Score -832252.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -832330.625000 Penalty: 4295.657715
	Iteration 41Q: 3 clusters Score -832330.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -832396.375000 Penalty: 4295.657715
	Iteration 42Q: 3 clusters Score -832396.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -832456.187500 Penalty: 4295.657715
	Iteration 43Q: 3 clusters Score -832456.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -832502.062500 Penalty: 4295.657715
	Iteration 44Q: 3 clusters Score -832502.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -832529.625000 Penalty: 4295.657715
	Iteration 45Q: 3 clusters Score -832529.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -832552.375000 Penalty: 4295.657715
	Iteration 46Q: 3 clusters Score -832552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -832567.375000 Penalty: 4295.657715
	Iteration 47Q: 3 clusters Score -832567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -832579.062500 Penalty: 4295.657715
	Iteration 48Q: 3 clusters Score -832579.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -832588.812500 Penalty: 4295.657715
	Iteration 49Q: 3 clusters Score -832588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -832598.750000 Penalty: 4295.657715
	Iteration 50Q: 3 clusters Score -832598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -832604.625000 Penalty: 4295.657715
	Iteration 51Q: 3 clusters Score -832604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -832609.875000 Penalty: 4295.657715
	Iteration 52Q: 3 clusters Score -832609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -832614.250000 Penalty: 4295.657715
	Iteration 53Q: 3 clusters Score -832614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -832612.687500 Penalty: 4295.657715
	Iteration 54Q: 3 clusters Score -832612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -832616.687500 Penalty: 4295.657715
	Iteration 55Q: 3 clusters Score -832616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -832618.500000 Penalty: 4295.657715
	Iteration 56Q: 3 clusters Score -832618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -832618.500000 Penalty: 4295.657715
	Iteration 57F: 3 clusters Score -832618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -499254.750000 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -499254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495666.625000 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -495666.6 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -496460.093750 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -496460.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -496684.250000 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -496684.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -496859.468750 Penalty: 4054.792480
	Iteration 3F: 3 clusters Score -496859.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -496990.187500 Penalty: 4054.792480
	Iteration 4Q: 3 clusters Score -496990.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -497117.093750 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -497117.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -497215.906250 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -497215.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -497291.625000 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -497291.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -497364.593750 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -497364.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -497441.281250 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -497441.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -497519.500000 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -497519.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -497582.718750 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -497582.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -497628.312500 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -497628.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -497677.656250 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -497677.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -497719.875000 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -497719.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -497753.812500 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -497753.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -497782.062500 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -497782.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -497809.625000 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -497809.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -497830.187500 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -497830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -497842.000000 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -497842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -497853.218750 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -497853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -497864.812500 Penalty: 4054.792480
	Iteration 21Q: 3 clusters Score -497864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -497876.906250 Penalty: 4054.792480
	Iteration 22Q: 3 clusters Score -497876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -497887.781250 Penalty: 4054.792480
	Iteration 23Q: 3 clusters Score -497887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -497895.187500 Penalty: 4054.792480
	Iteration 24Q: 3 clusters Score -497895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -497897.343750 Penalty: 4054.792480
	Iteration 25Q: 3 clusters Score -497897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -497902.125000 Penalty: 4054.792480
	Iteration 26Q: 3 clusters Score -497902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -497902.812500 Penalty: 4054.792480
	Iteration 27Q: 3 clusters Score -497902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -497906.968750 Penalty: 4054.792480
	Iteration 28Q: 3 clusters Score -497907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -497906.718750 Penalty: 4054.792480
	Iteration 29Q: 3 clusters Score -497906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -497909.500000 Penalty: 4054.792480
	Iteration 30Q: 3 clusters Score -497909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -497912.656250 Penalty: 4054.792480
	Iteration 31Q: 3 clusters Score -497912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -497915.093750 Penalty: 4054.792480
	Iteration 32Q: 3 clusters Score -497915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -497916.687500 Penalty: 4054.792480
	Iteration 33Q: 3 clusters Score -497916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -497919.312500 Penalty: 4054.792480
	Iteration 34Q: 3 clusters Score -497919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -497921.500000 Penalty: 4054.792480
	Iteration 35Q: 3 clusters Score -497921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -497923.531250 Penalty: 4054.792480
	Iteration 36Q: 3 clusters Score -497923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -497923.531250 Penalty: 4054.792480
	Iteration 37F: 3 clusters Score -497923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -368884.593750 Penalty: 1943.517700
	Iteration 0F: 2 clusters Score -368884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -365922.500000 Penalty: 3887.035400
	Iteration 0F: 3 clusters Score -365922.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -366474.718750 Penalty: 3887.035400
	Iteration 1F: 3 clusters Score -366474.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366610.093750 Penalty: 3887.035400
	Iteration 2F: 3 clusters Score -366610.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -366684.906250 Penalty: 3887.035400
	Iteration 3Q: 3 clusters Score -366684.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -366734.625000 Penalty: 3887.035400
	Iteration 4Q: 3 clusters Score -366734.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -366770.406250 Penalty: 3887.035400
	Iteration 5Q: 3 clusters Score -366770.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366793.718750 Penalty: 3887.035400
	Iteration 6Q: 3 clusters Score -366793.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -366805.812500 Penalty: 3887.035400
	Iteration 7Q: 3 clusters Score -366805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366813.250000 Penalty: 3887.035400
	Iteration 8Q: 3 clusters Score -366813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -366821.625000 Penalty: 3887.035400
	Iteration 9Q: 3 clusters Score -366821.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366834.437500 Penalty: 3887.035400
	Iteration 10Q: 3 clusters Score -366834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366843.343750 Penalty: 3887.035400
	Iteration 11Q: 3 clusters Score -366843.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366850.562500 Penalty: 3887.035400
	Iteration 12Q: 3 clusters Score -366850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -366855.656250 Penalty: 3887.035400
	Iteration 13Q: 3 clusters Score -366855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -366860.000000 Penalty: 3887.035400
	Iteration 14Q: 3 clusters Score -366860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366864.468750 Penalty: 3887.035400
	Iteration 15Q: 3 clusters Score -366864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366869.812500 Penalty: 3887.035400
	Iteration 16Q: 3 clusters Score -366869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366875.468750 Penalty: 3887.035400
	Iteration 17Q: 3 clusters Score -366875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366877.312500 Penalty: 3887.035400
	Iteration 18Q: 3 clusters Score -366877.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366880.843750 Penalty: 3887.035400
	Iteration 19Q: 3 clusters Score -366880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366882.625000 Penalty: 3887.035400
	Iteration 20F: 3 clusters Score -366882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366884.562500 Penalty: 3887.035400
	Iteration 21Q: 3 clusters Score -366884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -366887.125000 Penalty: 3887.035400
	Iteration 22Q: 3 clusters Score -366887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -366887.031250 Penalty: 3887.035400
	Iteration 23Q: 3 clusters Score -366887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -366887.031250 Penalty: 3887.035400
	Iteration 24F: 3 clusters Score -366887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -27450.128906 Penalty: 1360.229614
	Iteration 0F: 2 clusters Score -27450.13 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 113 members 
Entering Unmasked Estep 
Score: -26293.433594 Penalty: 2720.459229
	Iteration 0F: 3 clusters Score -26293.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26484.578125 Penalty: 2720.459229
	Iteration 1F: 3 clusters Score -26484.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26582.476562 Penalty: 2720.459229
	Iteration 2F: 3 clusters Score -26582.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26614.779297 Penalty: 2720.459229
	Iteration 3Q: 3 clusters Score -26614.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26634.523438 Penalty: 2720.459229
	Iteration 4Q: 3 clusters Score -26634.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26644.369141 Penalty: 2720.459229
	Iteration 5Q: 3 clusters Score -26644.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26656.609375 Penalty: 2720.459229
	Iteration 6Q: 3 clusters Score -26656.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26666.253906 Penalty: 2720.459229
	Iteration 7Q: 3 clusters Score -26666.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26666.253906 Penalty: 2720.459229
	Iteration 8F: 3 clusters Score -26666.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -229351.375000 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -229351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226717.515625 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -226717.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -227223.562500 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -227223.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -227360.765625 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -227360.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227424.046875 Penalty: 3764.310547
	Iteration 3Q: 3 clusters Score -227424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227459.687500 Penalty: 3764.310547
	Iteration 4Q: 3 clusters Score -227459.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227495.718750 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -227495.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227524.093750 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -227524.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227549.515625 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -227549.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227572.000000 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -227572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227598.421875 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -227598.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227620.859375 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -227620.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227636.328125 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -227636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227643.625000 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -227643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227648.906250 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -227648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227651.781250 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -227651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227653.062500 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -227653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227657.453125 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -227657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227661.109375 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -227661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227666.203125 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -227666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227670.546875 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -227670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227673.390625 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -227673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227674.937500 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -227674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227674.937500 Penalty: 3764.310547
	Iteration 22F: 3 clusters Score -227674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -971082.000000 Penalty: 2211.260254
	Iteration 0F: 2 clusters Score -971082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -964994.937500 Penalty: 4422.520508
	Iteration 0F: 3 clusters Score -964994.9 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -966766.187500 Penalty: 4422.520508
	Iteration 1F: 3 clusters Score -966766.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -967088.937500 Penalty: 4422.520508
	Iteration 2F: 3 clusters Score -967088.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -967339.625000 Penalty: 4422.520508
	Iteration 3F: 3 clusters Score -967339.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -967586.500000 Penalty: 4422.520508
	Iteration 4F: 3 clusters Score -967586.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -967791.812500 Penalty: 4422.520508
	Iteration 5Q: 3 clusters Score -967791.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -967968.750000 Penalty: 4422.520508
	Iteration 6Q: 3 clusters Score -967968.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -968106.562500 Penalty: 4422.520508
	Iteration 7Q: 3 clusters Score -968106.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -968228.687500 Penalty: 4422.520508
	Iteration 8Q: 3 clusters Score -968228.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -968348.062500 Penalty: 4422.520508
	Iteration 9Q: 3 clusters Score -968348.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -968464.312500 Penalty: 4422.520508
	Iteration 10Q: 3 clusters Score -968464.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -968573.062500 Penalty: 4422.520508
	Iteration 11Q: 3 clusters Score -968573.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -968676.500000 Penalty: 4422.520508
	Iteration 12Q: 3 clusters Score -968676.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -968759.812500 Penalty: 4422.520508
	Iteration 13Q: 3 clusters Score -968759.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -968824.812500 Penalty: 4422.520508
	Iteration 14Q: 3 clusters Score -968824.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -968865.937500 Penalty: 4422.520508
	Iteration 15Q: 3 clusters Score -968865.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -968909.437500 Penalty: 4422.520508
	Iteration 16Q: 3 clusters Score -968909.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -968946.812500 Penalty: 4422.520508
	Iteration 17Q: 3 clusters Score -968946.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -968973.687500 Penalty: 4422.520508
	Iteration 18Q: 3 clusters Score -968973.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -968994.812500 Penalty: 4422.520508
	Iteration 19Q: 3 clusters Score -968994.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -969011.562500 Penalty: 4422.520508
	Iteration 20F: 3 clusters Score -969011.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -969021.062500 Penalty: 4422.520508
	Iteration 21Q: 3 clusters Score -969021.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -969030.625000 Penalty: 4422.520508
	Iteration 22Q: 3 clusters Score -969030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -969040.125000 Penalty: 4422.520508
	Iteration 23Q: 3 clusters Score -969040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -969044.187500 Penalty: 4422.520508
	Iteration 24Q: 3 clusters Score -969044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -969045.062500 Penalty: 4422.520508
	Iteration 25Q: 3 clusters Score -969045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -969051.562500 Penalty: 4422.520508
	Iteration 26Q: 3 clusters Score -969051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -969051.937500 Penalty: 4422.520508
	Iteration 27Q: 3 clusters Score -969051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -969056.687500 Penalty: 4422.520508
	Iteration 28Q: 3 clusters Score -969056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -969057.500000 Penalty: 4422.520508
	Iteration 29Q: 3 clusters Score -969057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -969058.687500 Penalty: 4422.520508
	Iteration 30Q: 3 clusters Score -969058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -969058.375000 Penalty: 4422.520508
	Iteration 31Q: 3 clusters Score -969058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -969059.062500 Penalty: 4422.520508
	Iteration 32Q: 3 clusters Score -969059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -969061.875000 Penalty: 4422.520508
	Iteration 33Q: 3 clusters Score -969061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -969059.562500 Penalty: 4422.520508
	Iteration 34Q: 3 clusters Score -969059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -969063.187500 Penalty: 4422.520508
	Iteration 35Q: 3 clusters Score -969063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -969065.375000 Penalty: 4422.520508
	Iteration 36Q: 3 clusters Score -969065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -969066.875000 Penalty: 4422.520508
	Iteration 37Q: 3 clusters Score -969066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -969070.625000 Penalty: 4422.520508
	Iteration 38Q: 3 clusters Score -969070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -969072.562500 Penalty: 4422.520508
	Iteration 39Q: 3 clusters Score -969072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -969070.437500 Penalty: 4422.520508
	Iteration 40F: 3 clusters Score -969070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -969071.875000 Penalty: 4422.520508
	Iteration 41Q: 3 clusters Score -969071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -969075.562500 Penalty: 4422.520508
	Iteration 42Q: 3 clusters Score -969075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -969075.562500 Penalty: 4422.520508
	Iteration 43F: 3 clusters Score -969075.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (59859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Entering Unmasked Estep 
Score: -8865577.000000 Penalty: 2727.937256
	Iteration 0F: 2 clusters Score -8865577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -8825338.000000 Penalty: 5455.874512
	Iteration 0F: 3 clusters Score -8825338 nChanged 27760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -8841201.000000 Penalty: 5455.874512
	Iteration 1F: 3 clusters Score -8841201 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -8842203.000000 Penalty: 5455.874512
	Iteration 2Q: 3 clusters Score -8842203 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8843517.000000 Penalty: 5455.874512
	Iteration 3F: 3 clusters Score -8843517 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -8845000.000000 Penalty: 5455.874512
	Iteration 4F: 3 clusters Score -8845000 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8847027.000000 Penalty: 5455.874512
	Iteration 5F: 3 clusters Score -8847027 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8849834.000000 Penalty: 5455.874512
	Iteration 6F: 3 clusters Score -8849834 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8853309.000000 Penalty: 5455.874512
	Iteration 7F: 3 clusters Score -8853309 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -8856853.000000 Penalty: 5455.874512
	Iteration 8F: 3 clusters Score -8856853 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -8859790.000000 Penalty: 5455.874512
	Iteration 9F: 3 clusters Score -8859790 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -8861786.000000 Penalty: 5455.874512
	Iteration 10Q: 3 clusters Score -8861786 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -8863087.000000 Penalty: 5455.874512
	Iteration 11Q: 3 clusters Score -8863087 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -8863906.000000 Penalty: 5455.874512
	Iteration 12Q: 3 clusters Score -8863906 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -8864406.000000 Penalty: 5455.874512
	Iteration 13Q: 3 clusters Score -8864406 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -8864739.000000 Penalty: 5455.874512
	Iteration 14Q: 3 clusters Score -8864739 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -8864890.000000 Penalty: 5455.874512
	Iteration 15Q: 3 clusters Score -8864890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -8865035.000000 Penalty: 5455.874512
	Iteration 16Q: 3 clusters Score -8865035 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -8865130.000000 Penalty: 5455.874512
	Iteration 17Q: 3 clusters Score -8865130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -8865213.000000 Penalty: 5455.874512
	Iteration 18Q: 3 clusters Score -8865213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -8865239.000000 Penalty: 5455.874512
	Iteration 19Q: 3 clusters Score -8865239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -8865234.000000 Penalty: 5455.874512
	Iteration 20F: 3 clusters Score -8865234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -8865242.000000 Penalty: 5455.874512
	Iteration 21Q: 3 clusters Score -8865242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -8865245.000000 Penalty: 5455.874512
	Iteration 22Q: 3 clusters Score -8865245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -8865257.000000 Penalty: 5455.874512
	Iteration 23Q: 3 clusters Score -8865257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -8865257.000000 Penalty: 5455.874512
	Iteration 24Q: 3 clusters Score -8865257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -8865262.000000 Penalty: 5455.874512
	Iteration 25Q: 3 clusters Score -8865262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -8865263.000000 Penalty: 5455.874512
	Iteration 26Q: 3 clusters Score -8865263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -8865258.000000 Penalty: 5455.874512
	Iteration 27Q: 3 clusters Score -8865258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -8865260.000000 Penalty: 5455.874512
	Iteration 28Q: 3 clusters Score -8865260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -8865265.000000 Penalty: 5455.874512
	Iteration 29Q: 3 clusters Score -8865265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -8865249.000000 Penalty: 5455.874512
	Iteration 30Q: 3 clusters Score -8865249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -8865254.000000 Penalty: 5455.874512
	Iteration 31Q: 3 clusters Score -8865254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -8865257.000000 Penalty: 5455.874512
	Iteration 32Q: 3 clusters Score -8865257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -8865256.000000 Penalty: 5455.874512
	Iteration 33Q: 3 clusters Score -8865256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -8865256.000000 Penalty: 5455.874512
	Iteration 34F: 3 clusters Score -8865256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -9092.300781 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -9092.301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8399.974609 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8399.975 nChanged 0
--- Evaluating fit on full set of 2716288 points ---
Entering Unmasked Estep 
Score: -385096256.000000 Penalty: 124918.195312
25->35 Clusters: Score -385096256.000000, best is -387517600.000000

Main iterations: 0 (time per=infms)
Total iterations: 89556 (time per=440.252250ms)
Iterations metric 2: 5559234330624.000000 (time per=7.092205ns)
Iterations metric 3: 166778042843136.000000 (time per=236.405403ps)

That took 39427.230469 seconds.
